'N8>p| L/hY7L'CC__Gh\Gh \;<;K KSLd SLSp Sps sݔ ݔx ǭǭghgE5iE5 >b >@:@KKLjLjҘ?B!E!HrI{4zL{4IjOICcrRCcxTx*V2Y"\e*_eabe+h+EkEZ:nZoooruxzR|Z!J!'R'1=1=1R 1R%j%jCC SbSS•SGʘGee ž uuu4zu4iLiLara1{z1{ҭ2:*S2S..CCu]u]rBrɜɜ" bJ'operation.0exchange : breasonLayoutRearrangementinvocations1 b)aoperation.0gemm_f16_init_large_rows_interleaved_k80_c48_r72_r740]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue8kernelSpecGemm { multiply: F16, accumulate: F16, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 48 }outputElements3552input0Elements5920input1Elements3840usefulCycles4440physicalWorkCycles4440workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]( bJ7Moperation.0exchange :z2breasonOperatorInputsvalue6invocations1 bz-operation.0reduce_sum_f160]:]za2aaZeqzu*uzy*yz}*}j"" b*RRreasonOperatorKernelvalue6kernelSpecReductionSum { partials: 2 }outputElements3552input0Elements3552input1Elements3552usefulCycles888physicalWorkCycles888workEstimateBasisvector reduction add issue slotsinvocations1uniformInvocationstruearguments[1, 3552]8( J')exchange : breasonLayoutRearrangementinvocations1 bwoperation.1copy_strided_u645:5R9299299B9]baai*iRmreasonLocalCopyvalue14bytes96patternStrided { rows: 3, row_bytes: 32, source_stride: 2368, destination_stride: 32 }invocations32uniformInvocationstruearguments[4, 3, 2368, 32]% b)aoperation.1gemm_f16_init_large_rows_interleaved_k80_c48_r72_r740]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue14kernelSpecGemm { multiply: F16, accumulate: F16, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 48 }outputElements3552input0Elements5920input1Elements3840usefulCycles4440physicalWorkCycles4440workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]( bJ7Moperation.1exchange :z2breasonOperatorInputsvalue12invocations1' bz-operation.1reduce_sum_f160]:]za2aaZeqzu*uzy*yz}*}j"" b*RRreasonOperatorKernelvalue12kernelSpecReductionSum { partials: 2 }outputElements3552input0Elements3552input1Elements3552usefulCycles888physicalWorkCycles888workEstimateBasisvector reduction add issue slotsinvocations1uniformInvocationstruearguments[1, 3552]  * J'exchange : breasonLayoutRearrangementinvocations1 ) bwoperation.2copy_strided_u645:5R9299299B9]baai*iRmreasonLocalCopyvalue20bytes96patternStrided { rows: 3, row_bytes: 32, source_stride: 2368, destination_stride: 32 }invocations32uniformInvocationstruearguments[4, 3, 2368, 32] I b)aoperation.2gemm_f16_init_large_rows_interleaved_k80_c48_r72_r740]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue20kernelSpecGemm { multiply: F16, accumulate: F16, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 48 }outputElements3552input0Elements5920input1Elements3840usefulCycles4440physicalWorkCycles4440workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[] ( bJ7Moperation.2exchange :z2breasonOperatorInputsvalue18invocations1 K bz-operation.2reduce_sum_f160]:]za2aaZeqzu*uzy*yz}*}j"" b*RRreasonOperatorKernelvalue18kernelSpecReductionSum { partials: 2 }outputElements3552input0Elements3552input1Elements3552usefulCycles888physicalWorkCycles888workEstimateBasisvector reduction add issue slotsinvocations1uniformInvocationstruearguments[1, 3552]L brwhoperation.6fill_zero_u645:5=2==ZA]za*ggggggreasonLayoutRearrangementvalue32kernelSpecFillZero { offset: 2960, bytes: 720, padding_only: false }outputElements1840\"Rb$0"=IUBb n j   *$ 0<JIU bjnz*J j*J ! 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(:c? )o? *{? +Z? ,? -? .z? /ڹ? 0:? 1? 2? 3Z? 4? 5@ 6z@ 7@ 8:)@ 95@ :A@ ;ZN@ <Z@ =g@ >zs@ ?@ @:@ A A BB C:C DʪD E*D FD GD HJD ID J D KjE L E M*E N&E O2E PJ?E QKE R XE SjdE TpE U*}E VE WE XJE YE Z E [jE \E ]*E ^E _E `JF aF b F cj*F d6F e*CF fOF g[F hJhF itF j F kjF lʙF m*F nF oF pJF qF r F sjF tF u* G vG w!G xJ.G y:G z GG {jSG |_G }*lG ~xG G JG "H JI J *K K  L JL $L  1L j=L IL *VL bL nL J{L L  L jL ʬL *L L L JL L  L jM M *M (M 4M JAM MM  ZM jfM rM *M M M JM M  M jM M *M M M  b  "% 1 = BJ V c bo { "   B   )p ''//77?8@?G@HGOHPPXPXX`X``h`hhphppxpxxx   ( ((0(008088@9A@HAIHPIQQYQYYaYaaiaiiqiqqyqyyy    !!!)!))1)119199A:BAIBJIQJRRZRZZbZbbjbjjrjrrzrzzz    """*"**2*22:2::B;CBJCKJRKSS[S[[c[cckckkskss{s{{{    ###+$,+3,43;4<<D=EDLEMLTMUU]V^]e^femfnmunvu}v~}~  %&%-&.-5.65=6>>F?GFNGONVOWW_X`_g`hgohpowpxwx ' ('/(0/7087?8@@HBJHPJRPXRZZbZbbjbjjrjrrzrzzz    """*"**2*22:2::B:BBJCKJRKSRZS[[c\dckdlkslts{t|{|    #$#+$,,44<<DDLLTT\\ddlltt||       $ $ , , 4 4 < < D D L L T T \ \ d d l l t t | |                       oww   ( ((0(008088@8@@H@HHPHPPXPXX`X``h`hhphppxx  ((0088@@HHPPXX``hhppxx=h GG __''//77??GGOOWW__ggooww''//77??GGO PP PPU]]eemmuu}}  %%--55==EEMMU PU]]eemmuu}}   %%--55==EEMMUU]]eemmuu}}            ( ( 0 0 8 8 @ @ H H P P X X ` ` h h p p x x                         ( ( 0 0 8 8 @ @ H H P P X X ` ` h h p p x x                         ( ( 0 0 8 8 @ @ H H P P X X ` ` h h p p x x                                $  ' $ , ' / , 4 / 7 4 < 7 ? < D ? G D L G O L T O W T \ W _ \ d _ g d l g o l t o w t | w  |                                              $  $ $ , $ , , 4 , 4 4 < 4 < < D < D D L D L L T L T T \ T \ \ d \ d d l d l l t l t t | t | | |                                    #$#+$,+3,43;4<;C<DCKDLKSLTS[T\[c\dckdlkslts{t|{|    $%$,%-,4-54<5=<D=EDLEMLTMUT\U]\d]edlemltmut|u}|}  $%$,%--5-55=5==E=EEMEMMUMUU]U]]e]eememmumuu}u}}}    %&%-&..6.66>6>>F>FFNFNNVNVV^V^^f^ffnfnnvnvv~v~~~&'&.'//7/77?7??G?GGOGOOWOWW_W__g_ggogoowowww ' ('/(008088@8@@H@HHPHPPXPXX`X``h`hhphppxpxxx*22::BBJJRRZZbbjjrrzz  ""**22::BBJJRRZZbbjjrrzz  ""**22::BBJJRRZZbbjjrrzz  ""**22::BBJJRRZZbbjjrrzz  ""**22::BBJJRRZZbbjjrrzz a aa  a &!&!&)&)&1&1&9&2&:&9&A&:&B&A&I&B&J&J&R&J&R&R&Z&R&Z&Z&b&Z&b&b&j&b&j&j&r&j&r&r&z&r&z&z&&z&&&&&&&&&&&&&&&&&&&&&&&&&&&&&&&&&&&&&&&&&&&&&&&&&&&&&&&&&&&&&&&'&'' '' ' '' '''''''"'"'*'*'2'2':':'B'B'J'J'R'R'Z'Z'b'b'j'j'r'r'z'z'''''''''''''''''''''''''''''''''(( ( ((((("("(*(*(2(binvocations1uniformInvocations*trueRargumentsB[15, 0]M bwoperation.6copy_strided_u645:5R9299299B9]baai*iRmreasonLocalCopyvalue34bytes96patternStrided { rows: 3, row_bytes: 32, source_stride: 2368, destination_stride: 32 }invocations64uniformInvocationstruearguments[4, 3, 2368, 32] bJ'A"operation.6exchange : breasonLayoutRearrangementinvocations1''//75=7?>F?GFNGONVOWV^W_^f_gfngonvowv~w~&'&.'/.6/76>7?>F?CCKFNKONVV^VZ[c^fcgfnnvnrs{v~{~  #&#+&.+/.6/33;6>;?>FFNFJKSNVSWV^^f^bckfnkonvv~vz{~  #&#+&.+3.63;;CCKKSS[[ccggkkoossww{{  ##++33;;CCKKSS[[__ccggkkoossww{{  ##''++//3377;;??GGOOWW__ggooww''//77??GGOOWW__ggooww  !!))1199AAIIQQYYaaiiqqyy  !!))1199AAIIQQYYaaiiqqyy       ! ! ) ) 1 1 9 9 A A I I Q Q Y Y a a i i q q y y                                     ! ! % % ) ) - - 5 5 = = E E M M U U ] ] e e m m u u } }                        % % - - 5 5 = = E E M M U U ] ] e e m m u u } }                        % % - - 5 5 = = E E M M U U ] ] e e m m u u } }                        % % -  bwoperation.6copy_strided_u645:5R929929"9B9]baai*iRmreasonLocalCopyvalue34bytes736patternStrided { rows: 23, row_bytes: 32, source_stride: 288, destination_stride: 32 }invocations4uniformInvocationstruearguments[4, 23, 288, 32] bwoperation.6copy_strided_u645:5R929929"9B9]baai*iRmreasonLocalCopyvalue34bytes368patternStrided { rows: 23, row_bytes: 16, source_stride: 288, destination_stride: 32 }invocations1uniformInvocationstruearguments[2, 23, 288, 32] bwoperation.6copy_strided_u645:5R929929"9B9]baai*iRmreasonLocalCopyvalue34bytes512patternStrided { rows: 16, row_bytes: 32, source_stride: 288, destination_stride: 32 }invocations6uniformInvocationstruearguments[4, 16, 288, 32] b-operation.6rearrange_row_major_to_amp_f16_o2_r64_p64_c48_p48_b64x16,U:U]2]]Zaz*z*j* * 1b55=*=RAreasonLayoutRearrangementvalue34kernelSpecRearrange { from: Layout { order: RowMajor, tiling: TensorTiling { tile_count: 1, replicas: 1, axes: [] }, memory_class: Ipu21Standard }, to: Layout { order: BlockMajor(Matrix { row_block: 64, column_block: 16 }), tiling: TensorTiling { tile_count: 48, replicas: 1, axes: [AxisTiling { axis: FromStart(0), partitions: 2, padding_groups: 1, block_size: 1, padding_multiple: 1, shard_padding_multiple: 1, padding: Reject, tile_stride: Some(1) }, AxisTiling { axis: FromStart(1), partitions: 12, padding_groups: 1, block_size: 64, padding_multiple: 64, shard_padding_multiple: 1, padding: Zero, tile_stride: Some(4) }, AxisTiling { axis: FromStart(2), partitions: 2, padding_groups: 1, block_size: 16, padding_multiple: 16, shard_padding_multiple: 1, padding: Zero, tile_stride: Some(2) }] }, memory_class: Ipu21Standard } }outputElements3072input0Elements3072usefulCycles1536physicalWorkCycles1536workEstimateBasisdense copy baseline: 8-byte load + store / 2 issue slotsinvocations1uniformInvocationstruearguments[64, 64, 2, 48, 48, 1]j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1< I a I a I a     I  a I I a a aa b)?operation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2aaZ=2>]*J>b>r>>>>>>>?2?J?Z?z???reasonOperatorKernelvalue37kernelSpec1472=h GG __''//77??GGOOWW__ggooww''//77??GGO PP PP P   %%--55==EEMMUU]]eemmuu}}       % % - - 5 5 = = E E M M U U ] ] e e m m u u } }                        % % - - 5 5 = = E E M M U U ] ] e e m m u u } }                                %  & % - & . - 5 . 6 5 = 6 > = E > F E M F N M U N V U ] V ^ ] e ^ f e m f n m u n v u } v ~ } ~                                               %  & % - & . - 5 . 6 5 = 6 > = E > F E M F N M U N V U ] V ^ ] e ^ f e m f n m u n v u } v ~ } ~                                   %&%-&.-5.65=6>=E>FEMFNMUNVU]V^]e^femfnmunvu}v~}~&'&.'/.6/76>7?>F?GFNGONVOWV^W_^f_gfngonvowv~w~  %%--55==EEMMUU]]eemmuu}}''//77??GGOOWW__ggooww  !!))1199AAIIQQYYaaiiqqyy    """*"**2*22:2::B:BBJBJJRJRRZRZZbZbbjbjjrjrrzrzzz    ###+#++3+33;3;;C;CCKCKKSKSS[S[[c[cckckkskss{s{{{    $$$,$,,4,44<4<<D<DDLDLLTLTT\T\\d\ddldlltltt|t|||    %%%-%--5-55=5==E=EEMEMMUMUU]U]]e]eememmumuu}u}}}  ""**22::BBJJRRZZbbjjrrzz  ""**22::BBJJRRZZbbjjrrzz  ""**22::BBJJRRZZbbjjrrzz  ""**22::BBJJRRZZbbjjrrzz  ""**22::BBJJRRZZbbjjrrzz 6! 6!6" 6""'''''(((((((((((((('(('('(/('(/(/(7(/(7(7(?(7(?(?(G(?(G(G(O(G(O(O(W(O(W(W(_(W(_(_(g(_(g(g(o(g(o(o(w(o(w(w((w((((((((((((((((((((((((((((((((((((((((((((((((((((((((((((((())))))))')')/)/)7)7)?)?)G)G)O)O)W)W)_)_)g)g)o)o)w)w)))))))))))))))))))))))))))))))))))*Gemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }zoutputElementszinput0Elements*1840zinput1Elements*5120jusefulCycles*1656physicalWorkCycles*1840workEstimateBasisAMP FLOPs / IPU21 peakbinvocations1uniformInvocations*trueRarguments[] b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue38kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0] b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue41kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[] b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM2}z*z*zb*RZreasonOperatorKernelvalue42kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: true, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[1, 0, 23]j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     a  a a aa b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue45kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[] b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue46kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0] b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue49kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[] b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM:}z*z*zb*RZreasonOperatorKernelvalue50kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[0, 0, 23] j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     a  a a aa  b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue53kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]! b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue54kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0]" b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue57kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]# b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM:}z*z*zb*RZreasonOperatorKernelvalue58kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[0, 0, 23]$ j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     a  a a aa% b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue61kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]& b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue62kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0]' b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue65kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]( b! 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(!)(0)108198@9A@HAIHPIQPXQYX`Ya`haihpiqqyy b)aoperation.0gemm_f16_init_large_rows_interleaved_k80_c48_r72_r740]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue8kernelSpecGemm { multiply: F16, accumulate: F16, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 48 }outputElements3552input0Elements5920input1Elements3840usefulCycles4440physicalWorkCycles4440workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]( bJ7Moperation.0exchange :z2breasonOperatorInputsvalue6invocations1 bz-operation.0reduce_sum_f160]:]za2aaZeqzu*uzy*yz}*}j"" b*RRreasonOperatorKernelvalue6kernelSpecReductionSum { partials: 2 }outputElements3552input0Elements3552input1Elements3552usefulCycles888physicalWorkCycles888workEstimateBasisvector reduction add issue slotsinvocations1uniformInvocationstruearguments[1, 3552]8( J'exchange : breasonLayoutRearrangementinvocations1 bwoperation.1copy_strided_u645:5R9299299B9]baai*iRmreasonLocalCopyvalue14bytes96patternStrided { rows: 3, row_bytes: 32, source_stride: 2368, destination_stride: 32 }invocations32uniformInvocationstruearguments[4, 3, 2368, 32]% b)aoperation.1gemm_f16_init_large_rows_interleaved_k80_c48_r72_r740]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue14kernelSpecGemm { multiply: F16, accumulate: F16, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 48 }outputElements3552input0Elements5920input1Elements3840usefulCycles4440physicalWorkCycles4440workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]( bJ7Moperation.1exchange :z2breasonOperatorInputsvalue12invocations1' bz-operation.1reduce_sum_f160]:]za2aaZeqzu*uzy*yz}*}j"" b*RRreasonOperatorKernelvalue12kernelSpecReductionSum { partials: 2 }outputElements3552input0Elements3552input1Elements3552usefulCycles888physicalWorkCycles888workEstimateBasisvector reduction add issue slotsinvocations1uniformInvocationstruearguments[1, 3552]  * J'=exchange : breasonLayoutRearrangementinvocations1 ) bwoperation.2copy_strided_u645:5R9299299B9]baai*iRmreasonLocalCopyvalue20bytes96patternStrided { rows: 3, row_bytes: 32, source_stride: 2368, destination_stride: 32 }invocations32uniformInvocationstruearguments[4, 3, 2368, 32] I b)aoperation.2gemm_f16_init_large_rows_interleaved_k80_c48_r72_r740]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue20kernelSpecGemm { multiply: F16, accumulate: F16, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 48 }outputElements3552input0Elements5920input1Elements3840usefulCycles4440physicalWorkCycles4440workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[] ( bJ7Moperation.2exchange :z2breasonOperatorInputsvalue18invocations1 K bz-operation.2reduce_sum_f160]:]za2aaZeqzu*uzy*yz}*}j"" b*RRreasonOperatorKernelvalue18kernelSpecReductionSum { partials: 2 }outputElements3552input0Elements3552input1Elements3552usefulCycles888physicalWorkCycles888workEstimateBasisvector reduction add issue slotsinvocations1uniformInvocationstruearguments[1, 3552]L brwoperation.6fill_zero_u645:5=2==ZA]za*abeem*mRqBreasonLayoutRearrangementvalue32kernelSpecFillZero { offset: 2960, bytes: 720, padding_only: false }outputElements1840invocations1uniformInvocationstruearguments[15, 0]M bb{operation.6static_copy_u32N b|| operation.6=h''//75=7?=E?GEMGOMUOWU]W_]e_gemgomuowu}w}  %%--55==EEMMUU]]eemmuu}}  %%--55==EEMMUU]]eemmuu}}  %%--5(008 888@@HHPPXX``hnvv~~&&..66>>FFNNVV^^ffnnvv~~&&..66>>FFNNVV^^ffnnvv~~&&.         ( ( 0 0 8 8 @ @ H H P P X X ` ` h h p p x x                         ( ( 0 0 8 8 @ @ H H P P X X ` ` h h p p x x                         ( ( 0 0 8 8 @ @ H H P P X X ` ` h h p p x x                                     '  ( ' / ( 0 / 7 0 8 7 ? 8 @ ? G @ H G O H P O W P X W _ X ` _ g ` h g o h p o w p x w  x                                              $  % $ , % - , 4 - 5 4 < 5 = < D = E D L E M L T M U T \ U ] \ d ] e d l e m l t m u t | u } | }                                   #$#+$,+3,43;4<;C<DCKDLKSLTS[T\[c\dckdlkslts{t|{|  %&%-&.-5.65=6>=E>FEMFNMUNVU]V^]e^femfnmunvu}v~}~%%-.66>>FFNNVV^^ffnnvv~~&&./77?<D?GDLGOLTOWT\W_\d_gdlgoltowt|w| ' ('/(008088@8@@H@HHPHPPXPXX`X``h`hhphppxqyxy   ! 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bwoperation.6static_copy_u325:5R9299299B9Z=bAAI*IRM"reasonLocalCopyvalue34bytes32patternContiguousinvocations1uniformInvocationstruearguments[8]?} bwoperation.6static_copy_u325:5R9299299B9Z=bAAI*IRM"reasonLocalCopyvalue34bytes16patternContiguousinvocations1uniformInvocationstruearguments[4]@~ bwoperation.6static_copy_u325:5R9299299B9Z=bAAI*IRM"reasonLocalCopyvalue34bytes32patternContiguousinvocations1uniformInvocationstruearguments[8]A bwoperation.6static_copy_u325:5R9299299B9Z=bAAI*IRM"reasonLocalCopyvalue34bytes16patternContiguousinvocations1uniformInvocationstruearguments[4]B bwoperation.6static_copy_u325:5R9299299B9Z=bAAI*IRM"reasonLocalCopyvalue34bytes32patternContiguousinvocations1uniformInvocationstruearguments[8]C bwoperation.6static_copy_u325:5R9299299B9Z=bAAI*IRM"reasonLocalCopyvalue34bytes16patternContiguousinvocations1uniformInvocationstruearguments[4]D 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bwoperation.6static_copy_u325:5R9299299B9Z=bAAI*IRM"reasonLocalCopyvalue34bytes32patternContiguousinvocations1uniformInvocationstruearguments[8]{ bwoperation.6static_copy_u325:5R9299299B9Z=bAAI*IRM"reasonLocalCopyvalue34bytes16patternContiguousinvocations1uniformInvocationstruearguments[4]| bwoperation.6static_copy_u325:5R9299299B9Z=bAAI*IRM"reasonLocalCopyvalue34bytes32patternContiguousinvocations1uniformInvocationstruearguments[8]} bwoperation.6static_copy_u325:5R9299299B9Z=bAAI*IRM"reasonLocalCopyvalue34bytes16patternContiguousinvocations1uniformInvocationstruearguments[4]~ bwoperation.6static_copy_u325:5R9299299B9Z=bAAI*IRM"reasonLocalCopyvalue34bytes32patternContiguousinvocations1uniformInvocationstruearguments[8] bwoperation.6static_copy_u325:5R9299299B9Z=bAAI*IRM"reasonLocalCopyvalue34bytes16patternContiguousinvocations1uniformInvocationstruearguments[4] bwoperation.6static_copy_u325:5R9299299B9Z=bAAI*IRM"reasonLocalCopyvalue34bytes32patternContiguousinvocations1uniformInvocationstruearguments[8] bwoperation.6static_copy_u325:5R9299299B9Z=bAAI*IRM"reasonLocalCopyvalue34bytes16patternContiguousinvocations1uniformInvocationstruearguments[4] bwoperation.6static_copy_u325:5R9299299B9Z=bAAI*IRM"reasonLocalCopyvalue34bytes32patternContiguousinvocations1uniformInvocationstruearguments[8] bwoperation.6static_copy_u325:5R9299299B9Z=bAAI*IRM"reasonLocalCopyvalue34bytes16patternContiguousinvocations1uniformInvocationstruearguments[4] bwoperation.6static_copy_u325:5R9299299B9Z=bAAI*IRM"reasonLocalCopyvalue34bytes32patternContiguousinvocations1uniformInvocationstruearguments[8] bwoperation.6static_copy_u325:5R9299299B9Z=bAAI*IRM"reasonLocalCopyvalue34bytes16patternContiguousinvocations1uniformInvocationstruearguments[4] bwoperation.6static_copy_u325:5R9299299B9Z=bAAI*IRM"reasonLocalCopyvalue34bytes32patternContiguousinvocations1uniformInvocationstruearguments[8] bwoperation.6static_copy_u325:5R9299299B9Z=bAAI*IRM"reasonLocalCopyvalue34bytes16patternContiguousinvocations1uniformInvocationstruearguments[4] bwoperation.6static_copy_u325:5R9299299B9Z=bAAI*IRM"reasonLocalCopyvalue34bytes32patternContiguousinvocations1uniformInvocationstruearguments[8] bwoperation.6static_copy_u325:5R9299299B9Z=bAAI*IRM"reasonLocalCopyvalue34bytes16patternContiguousinvocations1uniformInvocationstruearguments[4] bwoperation.6static_copy_u325:5R9299299B9Z=bAAI*IRM"reasonLocalCopyvalue34bytes32patternContiguousinvocations1uniformInvocationstruearguments[8] bwoperation.6static_copy_u325:5R9299299B9Z=bAAI*IRM"reasonLocalCopyvalue34bytes16patternContiguousinvocations1uniformInvocationstruearguments[4] bwoperation.6static_copy_u325:5R9299299B9Z=bAAI*IRM"reasonLocalCopyvalue34bytes32patternContiguousinvocations1uniformInvocationstruearguments[8] bwoperation.6static_copy_u325:5R9299299B9Z=bAAI*IRM"reasonLocalCopyvalue34bytes16patternContiguousinvocations1uniformInvocationstruearguments[4] bwoperation.6static_copy_u325:5R9299299B9Z=bAAI*IRM"reasonLocalCopyvalue34bytes32patternContiguousinvocations1uniformInvocationstruearguments[8] bJ'AAoperation.6exchange : breasonLayoutRearrangementinvocations1l%&..65=6>=A>FAIFNIMMUNVUYV^Ya^faeemfnmqnvqyv~y}}~    !&!%%-&.-1.6196>9==E>FEIFNIQNVQUU]V^]a^faifnimmunvuyv~y~  !&!)&.)--5.6596>9A>FAEEMFNMQNVQYV^Y]]e^feifniqnvquu}v~}~  %%))115aiiqqyy  ""**22::BBJJRRZZbbjjrrzz  ""**.26:>BFJNRVZ^bfjnrvz~ ""&"**.*2262::>:BBFBJJNJRRVRZZ^Zbbfbjjnjrrvrzz~z  "  $"*$((,*2,0042:488<:B<@@DBJDHHLJRLPPTRZTXX`Zb`dbjdljrlppxrzx|z|                "  $ " * ' / * 2 0 4 2 : : B < D B J D H J R L T R Z T X Z b \ d b j d h j r l t r z t x z |                                        " " & & * * . . 2 2 6 6 : : > > B B F F N K S N V S [ V ^ [ c ^ f c k f n k s n v s { v ~ { ~                                               #  & # + & . + 3 . 6 3 ; 6 > ; C > F C K F N K S N V S [ V ^ [ c ^ f c k f n k s n v s { v ~ { ~                                               #  & # + & . + 3 . 6 3 ; 6 > ; C > F C K F N K S N V S [ V ^ [ c ^ f c k f n k s n v s { v ~ { ~                                                        #  & # + & . + 3 . 6 3 ; 6 > ; C > F C K K S S [ [ c c k k s s { {                   ##++33;;CCKKSS[[cckkss{{  ##++33;;CCKKOOSSWW[[__ccggkkoossww{{  ##''++//3377;;??CCGGKKSS[[cckkss{{  ##++33;;CCKKSS[[cckkss{{  ##++33;;CCKKSS[[cckkss{{''++3377??CCKMUUY]eeiksuyy  ""**..68<>FHLNVX\^fhllttxx ''++3377??CCKKOOWW[[ccggooss{{ bwoperation.6copy_strided_u645:5R929929"9B9]baai*iRmreasonLocalCopyvalue34bytes512patternStrided { rows: 16, row_bytes: 32, source_stride: 288, destination_stride: 32 }invocations6uniformInvocationstruearguments[4, 16, 288, 32] b-operation.6rearrange_row_major_to_amp_f16_o2_r64_p64_c48_p48_b64x16,U:U]2]]Zaz*z*j* * 1b55=*=RAreasonLayoutRearrangementvalue34kernelSpecRearrange { from: Layout { order: RowMajor, tiling: TensorTiling { tile_count: 1, replicas: 1, axes: [] }, memory_class: Ipu21Standard }, to: Layout { order: BlockMajor(Matrix { row_block: 64, column_block: 16 }), tiling: TensorTiling { tile_count: 48, replicas: 1, axes: [AxisTiling { axis: FromStart(0), partitions: 2, padding_groups: 1, block_size: 1, padding_multiple: 1, shard_padding_multiple: 1, padding: Reject, tile_stride: Some(1) }, AxisTiling { axis: FromStart(1), partitions: 12, padding_groups: 1, block_size: 64, padding_multiple: 64, shard_padding_multiple: 1, padding: Zero, tile_stride: Some(4) }, AxisTiling { axis: FromStart(2), partitions: 2, padding_groups: 1, block_size: 16, padding_multiple: 16, shard_padding_multiple: 1, padding: Zero, tile_stride: Some(2) }] }, memory_class: Ipu21Standard } }outputElements3072input0Elements3072usefulCycles1536physicalWorkCycles1536workEstimateBasisdense copy baseline: 8-byte load + store / 2 issue slotsinvocations1uniformInvocationstruearguments[64, 64, 2, 48, 48, 1]j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1< H a H a H a     H  a H H a a aa b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue37kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[] b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue38kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0] b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue41kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[] b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM2}z*z*zb*RZreasonOperatorKernelvalue42kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: true, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[1, 0, 23]j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     a  a a aa b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue45kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[] b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue46kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0] b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue49kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[] b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM:}z*z*zb*RZreasonOperatorKernelvalue50kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[0, 0, 23] j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     a  a a aa b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue53kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[] b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue54kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0] b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue57kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[] b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM:}z*z*zb*RZreasonOperatorKernelvalue58kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[0, 0, 23] j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     a  a a aa b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue61kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[] b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue62kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0] b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue65kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[] b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM:}z*z*zb*RZreasonOperatorKernelvalue66kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[0, 0, 23] j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     a  a a aa b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue69kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[] b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue70kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0] b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue73kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[] b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM:}z*z*zb*RZreasonOperatorKernelvalue74kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[0, 0, 23] j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     a  a a aa b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue77kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[] b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue78kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0] b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue81kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[] b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM:}z*z*zb*RZreasonOperatorKernelvalue82kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[0, 0, 23] j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     a  a a aa b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue85kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[] b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue86kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0] b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue89kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[] b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM:}z*z*zb*RZreasonOperatorKernelvalue90kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[0, 0, 23]j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     a  a a aa b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue93kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[] b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue94kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0] b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue97kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[] b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM:}z*z*zb*RZreasonOperatorKernelvalue98kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[0, 0, 23]j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     a  a a aa b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2a"aZez*z*z*j**b*RreasonOperatorKernelvalue101kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[] b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2Y"YZ]z*z*j**zb*RbreasonOperatorKernelvalue102kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0] b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2a"aZez*z*z*j**b*RreasonOperatorKernelvalue105kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[] b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2I"IZM:}z*z*zb*RZreasonOperatorKernelvalue106kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[0, 0, 23]j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     a  a a aa b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2a"aZez*z*z*j**b*RreasonOperatorKernelvalue109kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[] b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2Y"YZ]z*z*j**zb*RbreasonOperatorKernelvalue110kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0] b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2a"aZez*z*z*j**b*RreasonOperatorKernelvalue113kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[] b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2I"IZM:}z*z*zb*RZreasonOperatorKernelvalue114kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[0, 0, 23]j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     a  a a aa b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2a"aZez*z*z*j**b*RreasonOperatorKernelvalue117kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]  b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2Y"YZ]z*z*j**zb*RbreasonOperatorKernelvalue118kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0]  b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2a"aZez*z*z*j**b*RreasonOperatorKernelvalue121kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]  b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2I"IZM:}z*z*zb*RZreasonOperatorKernelvalue122kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[0, 0, 23]v bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     e  e e ii  b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2a"aZez*z*z*jB*b*RreasonOperatorKernelvalue125kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements2000usefulCycles646.875physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[] b!Uoperation.6attention_softmax_d72_p64_tail_f16,U:UzY2Y"YZ]z*z*j**zb*RbreasonOperatorKernelvalue126kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 25, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles1260physicalWorkCycles1332workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 25, 0] b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2a"aZez*z*z*jB*b*RreasonOperatorKernelvalue129kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements2000usefulCycles646.875physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[] b!operation.6attention_merge_v72_p80_out16_f16(M:MzQ2QQZU2z*z*zz*b*RZreasonOperatorKernelvalue31kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: true }outputElements1656input0Elements1840input1Elements46input2Elements1702invocations1uniformInvocationstruearguments[0, 1, 23]H bJ7Qwoperation.6exchange :2"b!reasonLayoutRearrangementvalue130invocations1\A5YAeY}e}  1=1U=aUyay  -9-Q9]Qu]u)5)M5YMqq%%IImm!!EEiiAAee==aa99]]  5 GPQ--``݌ ݌XA"A"99 (( (d9d9d[[}FT}F(( D '|'|IIk^k^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GPW--`` XG"G"??(((d?d?daaFTF(( D -|-|OOq^q^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GPW--`` XG"G"??(((d?d?daaFTF(( D -|-|OOq^q^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GPW--`` XG"G"??(((d?d?daaFTF(( D -|-|OOq^q^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GPW--`` XG"G"??(((d?d?daaFTF(( D -|-|OOq^q^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GPW--``  X M"M"EE(((d##EdEdggFTF(( D 3|3|UUw^w^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GPW--`J`  M"2M"EE(j(##EdEdggF:F(Z( z 3| 3|U Uw^* w^  b*:operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GPW--``  X M"M"EE(((d##EdEdggFTF(( D 3|3|UUw^w^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GPW--``  X M"M"EE(((d##EdEdggFTF(( D 3|3|UUw^w^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GP]..``  X M"M"EE(((d##EdEdggFTF(( D 3|3|UUw^w^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GP]..``  X M"M"EE(((d##EdEdggFTF(( D 3|3|UUw^w^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GP]..``  X M"M"EE(((d##EdEdggFTF(( D 3|3|UUw^w^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GP]..``  X M"M"EE(((d##EdEdggFTF(( D 3|3|UUw^w^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GPc..`` XS"S"KK(((d))KdKdmmFTF(( D 9|9|[[}^}^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GPc..`` XS"S"KK(((d))KdKdmmFTF(( D 9|9|[[}^}^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  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b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GPc..`` XS"S"KK(((d))KdKdmmFTF(( D 9|9|[[}^}^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GPc . .`` XY"Y"QQ%((%(d//QdQdssFTF(( D ?|?|aa^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GPc . .`` XY"Y"QQ%((%(d//QdQdssFTF(( D ?|?|aa^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GPc . .`` XY"Y"QQ%((%(d//QdQdssFTF(( D ?|?|aa^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GPc . .`` XY"Y"QQ%((%(d//QdQdssFTF(( D ?|?|aa^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GPi..`` XY"Y"QQ%((%(d//QdQdssFTF(( D ?|?|aa^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GPi..`` XY"Y"QQ%((%(d//QdQdssFTF(( D ?|?|aa^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GPi..`` XY"Y"QQ%((%(d//QdQdssFTF(( D ?|?|aa^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GPi..`` XY"Y"QQ%((%(d//QdQdssFTF(( D ?|?|aa^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GPo..`` X_"_"WW+((+(d55WdWdyyFTF((# D# E|E|gg^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GPo..`` X_"_"WW+((+(d55WdWdyyFTF((# D# E|E|gg^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GPo..`` X_"_"WW+((+(d55WdWdyyFTF((# D# E|E|gg^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GPo..`` X_"_"WW+((+(d55WdWdyyFTF((# D# E|E|gg^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GPu..`` %X%e"e"]]1((1(d;;]d]dFTF÷÷(() D) K|K|mm^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GPu..`` %X%e"e"]]1((1(d;;]d]dFTF÷÷(() D) K|K|mm^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  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j2"reasonInactiveTilevalue130GPo..`` %X%e"e"]]1((1(d;;]d]dFTF÷÷(() D) K|K|mm^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GPo..`` %X%e"e"]]1((1(d;;]d]dFTF÷÷(() D) K|K|mm^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GPo..`` %X%e"e"]]1((1(d;;]d]dFTF÷÷(() D) K|K|mm^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile 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$$,*2,42:4<:B<DBJDLJRLTRZT\Zb\dbjdljrltrzt|z|             "  $ " * $ , * 2 , 4 2 : 4 < : B < D B J D L J R L T R Z T \ Z b \ d b j d l j r l t r z t | z |                                   & & . . 6 6 > > F F N N V V ^ ^ f f n n v v ~ ~                      ^ m         ((0088@@HHPPXX``hhppxx  ((0088@@HHPPXX``hhppxx b)aoperation.0gemm_f16_init_large_rows_interleaved_k80_c48_r72_r740]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue8kernelSpecGemm { multiply: F16, accumulate: F16, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 48 }outputElements3552input0Elements5920input1Elements3840usefulCycles4440physicalWorkCycles4440workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]( bJ7Moperation.0exchange :z2breasonOperatorInputsvalue6invocations1 bz-operation.0reduce_sum_f160]:]za2aaZeqzu*uzy*yz}*}j"" b*RRreasonOperatorKernelvalue6kernelSpecReductionSum { partials: 2 }outputElements3552input0Elements3552input1Elements3552usefulCycles888physicalWorkCycles888workEstimateBasisvector reduction add issue slotsinvocations1uniformInvocationstruearguments[1, 3552]8( J'=Eexchange : breasonLayoutRearrangementinvocations1|""**22:7?:B?GBJGOJROWRZW_Zb_gbjgojrowrzwz  "'"*'/*2/72:7?:B?GBJGOJROWRZW_Zb_gbjgojrowrzwz  "'"*'/*2/72:7?:B?GBJGOJROWRZW_Zb_gbjgojrowrzwz  ''//77??GGOOWW__ggooww'!!))1199AAIIQQYYaaiiqqyy  !!))119 69AAIIQQYYaaiiqqyy  !!) z: B B J J R R Z Z b b j j r r z z                                     "  ' " * ' / * 2 / 7 2 : 7 ? : B ? G B J G O J R O W R Z W _ Z b _ g b j g o j r o w r z w  z                                              "  $ " * $ , * 2 , 4 2 : 4 < : B < D B J D L J R L T R Z T \ Z b \ d b j d l j r l t r z t | z |                                 ##++33;;CCKKSS[[cckkss{{  %%--55==EEMMUU]]eemmuu}}  "$"*$,*2-52:5=:B=EBJEMJRMURZU]Zb]ebjemjrmurzu}z}    "%"*%-*2.62:6>>FFNNVV^^ffnnvv~~&&./77??GGOOWW__ggooww''/088@@HHPPXX``hhppxx " ("*(0*2082:8@:B@HBJHPJRPXRZX`Zb`hbjhpjrpxrzxz   " ("*(0*2082:8@:B@HBJHPJRPXRZX`Zb`hbjhpjrpxrzxz   " ("*(0088@@HHPPXX``hhppxx  ((0*2082:8@:B@HBJHPJRPXRZX`Zb`hbjhpjrpxrzxz   " ("*(0*2082:8@:B@HBJHPJRPXRZX`Zb`hbjhpjrpxrzxz  ((0088@@HHPPXX``hhppxx  ((0088@@HHPPXX``hhppxx  ((0088@@HHPPXX``hhppxx    1! 1!1" 1"1# 1## #$ $% %1&1&9&9&A&A&I&J&R&R&Z&Z&b&b&j&j&r&r&z&z&&&&&&&&&&&&&&&&&&&&&&&&&&&&&&&&&'' ' '''''"'"'*'*'2'2':':'B'B'J'J'R'R'Z'Z'b'b'j'j'r'r'z'z'''''''''''''''''''''''''''''''''(( ( ((((("("(*(*(2( bwoperation.1copy_strided_u645:5R9299299B9]baai*iRmreasonLocalCopyvalue14bytes96patternStrided { rows: 3, row_bytes: 32, source_stride: 2368, destination_stride: 32 }invocations10uniformInvocationstruearguments[4, 3, 2368, 32] b)aoperation.1gemm_f16_init_large_rows_interleaved_k80_c48_r72_r740]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue14kernelSpecGemm { multiply: F16, accumulate: F16, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 48 }outputElements3552input0Elements5920input1Elements3840usefulCycles4440physicalWorkCycles4440workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]( bJ7Moperation.1exchange :z2breasonOperatorInputsvalue12invocations1 bz-operation.1reduce_sum_f160]:]za2aaZeqzu*uzy*yz}*}j"" b*RRreasonOperatorKernelvalue12kernelSpecReductionSum { partials: 2 }outputElements3552input0Elements3552input1Elements3552usefulCycles888physicalWorkCycles888workEstimateBasisvector reduction add issue slotsinvocations1uniformInvocationstruearguments[1, 3552]  * J'=Eexchange : breasonLayoutRearrangementinvocations1|""**22:7?:B?GBJGOJROWRZW_Zb_gbjgojrowrzwz  "'"*'/*2/72:7?:B?GBJGOJROWRZW_Zb_gbjgojrowrzwz  "'"*'/*2/72:7?:B?GBJGOJROWRZW_Zb_gbjgojrowrzwz  ''//77??GGOOWW__ggooww'!!))1199AAIIQQYYaaiiqqyy  !!))119 69AAIIQQYYaaiiqqyy  !!) z: B B J J R R Z Z b b j j r r z z                        " " * * 2 2 : : B B J J R R Z Z b b j j r r z z                        " " * * 2 2 : : B B J J R R Z Z b b j j r r z z                ''//77??GGOOWW__ggooww    $%$,%-,4-54<5=<D=EDLEMLTMUT\U]\d]edlemltmut|u}|}  "'"*'/*2/72:7?:B?GGOOWW__ggooww  !!))1199AAIIQQYYaaiiqqyy  ""**22::BBJJRRZZbbjjrrzz  ##++33;;CCKKSS[[cckkss{{  $$,,44<<DDLLTT\\ddlkslts{t|{|   % (%-(0-5085=8@=E@HEMHPMUPXU]X`]e`hemhpmupxu}x}   % (%-(0-5085=8@=E@HEMHPMUPXU]X`]e`hemhpmupxu}x}   % (%-(0-5085=8@=E@HEMHPMUPXU]X`]e`hemhpmupxu}x}   " ("*(0*2082:8@:B@HBJHPJRPXRZX`Zb`hbjhpjrpxrzxz   " ("*(0*2082:8@:B@HBJHPJRPXRZX`Zb`hbjhpjrpxrzxz  ((0088@@HHPPXX``hhppxx  ((0088@@HHPPXX``hhppxx  ((0088@@HHPPXX``hhp ! !" "# #$ $% %% %& &' '(((((((('('(/(/(7(7(?(?(G(G(O(O(W(W(_(_(g(g(o(o(w(w((((((((((((((((((((((((((((((((((())))))))')')/)/)7)7)?)?)G)G)O)O)W)W)_)_)g)g)o)o)w)w)))))))))))))))))))))))))))))))))))*  bwoperation.2copy_strided_u645:5R9299299B9]baai*iRmreasonLocalCopyvalue20bytes96patternStrided { rows: 3, row_bytes: 32, source_stride: 2368, destination_stride: 32 }invocations10uniformInvocationstruearguments[4, 3, 2368, 32]  b)aoperation.2gemm_f16_init_large_rows_interleaved_k80_c48_r72_r740]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue20kernelSpecGemm { multiply: F16, accumulate: F16, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 48 }outputElements3552input0Elements5920input1Elements3840usefulCycles4440physicalWorkCycles4440workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[] ( bJ7Moperation.2exchange :z2breasonOperatorInputsvalue18invocations1  bz-operation.2reduce_sum_f160]:]za2aaZeqzu*uzy*yz}*}j"" b*RRreasonOperatorKernelvalue18kernelSpecReductionSum { partials: 2 }outputElements3552input0Elements3552input1Elements3552usefulCycles888physicalWorkCycles888workEstimateBasisvector reduction add issue slotsinvocations1uniformInvocationstruearguments[1, 3552]  brwoperation.6fill_zero_u645:5=2==ZA]za*abeem*mRqBreasonLayoutRearrangementvalue32kernelSpecFillZero { offset: 2960, bytes: 720, padding_only: false }outputElements1840invocations1uniformInvocationstruearguments[15, 0]! brwoperation.6fill_zero_u645:5=2==ZA]za*abeem*mRqBreasonLayoutRearrangementvalue33kernelSpecFillZero { offset: 528, bytes: 3568, padding_only: false }outputElements2048invocations1uniformInvocationstruearguments[74, 2]" brwoperation.6fill_zero_u645:5=2==ZA]za*abeem*mRqBreasonLayoutRearrangementvalue34kernelSpecFillZero { offset: 48, bytes: 4048, padding_only: false }outputElements2048invocations1uniformInvocationstruearguments[84, 2] bJ'AQoperation.6exchange : breasonLayoutRearrangementinvocations1l""&&..22:7?:>>F?GFJGOJROWRVV^W_^b_gbjgojnnvowvzwz  "'"*'/*..6/76:7?:B?GBFFNGONROWRZW[Z^^fcgfjjrnrrvv~{~  #&#+&**2+3263;6>;C>BBJCGGKJNNVSWVZZb^bbffnkonrrzvzz~~    ##++33;;CCKKSS[[cckkss{{  !!))1199AAIIQQYYaaeeiimmqquu}y}  "&"*&.*2.62:6>:B>FBJFNJRNVRZV^Zb^fbjfnjrnvrzv~z~  "&"*&.*2.62:6>:B>FBFFNJNNVRVV^Z^^fbffnjnnvrvv~z~~ & (&.(0.6266>:>>FBFFNJNNVRVV^Z^^fbffnjnnvrvv~z~~  ((004488<<@=A@DDHHLIQLPPTTXUYX\\``daidhhllpmqpxs{x||         ! ! ) - 1 1 9 = A A I M Q Q Y ] a a i m q q y }                                 ! ! ) ) - - 5 5 9 9 A A E E M M Q Q Y Y ] ] e e i i q q u u } }                                 % % ) ) 1 1 5 5 = = A A I I M M U U Y Y a a e e m m q q y y } }                        " " * * 2 2 : : B B J J R R Z Z b b j j r r z z                       ! ! ) ) 1 1 9 9 A A I I Q Q Y Y a a i i q q u u y y } }                    %%--55==EEMMUU]]eemmuu}}  %%--55==EEMMUU]]eemmuu}}  %%--55==EEMMUU]]eemmuu}}  %%--55==EEMMUU]]eemmuu}}  %%--115599==AAEEIIMMQQUUYY]]aaeeiimmqquuyy}}    !!%%))--115599==AAEEIIQQYYaaiemiqmqqyu}y}  $""*$,*.,4.64<6::B<DBFDLFNLTPTT\V^\d`ddlfnltptt|v~ &#'&.(0.6267??CCKKOOWW[[ccggooss{{&&..66>>FFNNVV^^ffnnvv~~&&..66>>FFNNVV^^ffnnvvzz~~  ""**22::BBJJRRVVZZ^^bbffjjnnrrvvzz~~  $)1199AAIIMMQQUUYZbbjjrrzz  ((0088@@DDHHLLPPXX``hhpvz~##'+/''++3377??CCKKOOWW[[ccggooss{$ b-operation.6rearrange_row_major_to_amp_f16_o2_r64_p64_c32_p32_b64x16,U:U]2]]Zaz*z*j* * 1b55=*=RAreasonLayoutRearrangementvalue34kernelSpecRearrange { from: Layout { order: RowMajor, tiling: TensorTiling { tile_count: 1, replicas: 1, axes: [] }, memory_class: Ipu21Standard }, to: Layout { order: BlockMajor(Matrix { row_block: 64, column_block: 16 }), tiling: TensorTiling { tile_count: 48, replicas: 1, axes: [AxisTiling { axis: FromStart(0), partitions: 2, padding_groups: 1, block_size: 1, padding_multiple: 1, shard_padding_multiple: 1, padding: Reject, tile_stride: Some(1) }, AxisTiling { axis: FromStart(1), partitions: 12, padding_groups: 1, block_size: 64, padding_multiple: 64, shard_padding_multiple: 1, padding: Zero, tile_stride: Some(4) }, AxisTiling { axis: FromStart(2), partitions: 2, padding_groups: 1, block_size: 16, padding_multiple: 16, shard_padding_multiple: 1, padding: Zero, tile_stride: Some(2) }] }, memory_class: Ipu21Standard } }outputElements2048input0Elements2048usefulCycles1024physicalWorkCycles1024workEstimateBasisdense copy baseline: 8-byte load + store / 2 issue slotsinvocations1uniformInvocationstruearguments[64, 64, 2, 32, 32, 1]j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1< a a a         a  a a GG aa& b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue37kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]' b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue38kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0]( b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue41kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]) b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM2}z*z*zb*RZreasonOperatorKernelvalue42kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: true, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[1, 0, 23]j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     a  a a aa+ b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue45kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[], b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue46kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0]- b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue49kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]. b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM:}z*z*zb*RZreasonOperatorKernelvalue50kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[0, 0, 23] j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     a  a a aa0 b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue53kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]1 b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue54kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0] 2 b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue57kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]!3 b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM:}z*z*zb*RZreasonOperatorKernelvalue58kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[0, 0, 23]" j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     a  a a aa#5 b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue61kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]$6 b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue62kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0]%7 b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue65kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]&8 b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM:}z*z*zb*RZreasonOperatorKernelvalue66kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[0, 0, 23]' j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     a  a a aa(: b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue69kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]); b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue70kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0]*< b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue73kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]+= b! 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bJ'A'%operation.0exchange : breasonLayoutRearrangementinvocations1H &..66>:B>FBJFNJRRZRZZbZbbjbjjrksrzs{z{    "#"*#+*2+32:3;;CBJCKJRKSRZS[Zb[cbjckjrksrzs{z{    "#"*#+*2+32:3;;C<DCKDLKSLTT\T\\d\ddldlltltt|t|||    $$$,$,,4,44<:B<DBJDLJRLTRZU]Zb]ebjemjrmurzu}z}    "%"*%-*2-52:5==EEMMUV^^ffnnvv~~&&..66>>FFNNVX``hhppxx  ((0088@@HHPPX[cckkss{{  ##++32:3;:B;CCKDLKSLTS[T\\d\ddldlltltt|t|||    $$$,$,,4,44<<D       % % - - 5 5 = = E E M M U U ] ] e e m m u u } }                                   !  % ! ) % - ) 1 - 5 1 9 5 = 9 A = E A I E M I Q M U Q Y U ] Y a ] e a i e m i q m u q y u } y }                                              % % - - 5 5 = = E E M M U U ] ] e e m m u u } }               y   y y  y y  ymuu}}  %%--55==EEMMUU]]eem b)aoperation.0gemm_f16_init_large_rows_interleaved_k80_c48_r72_r740]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue8kernelSpecGemm { multiply: F16, accumulate: F16, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 48 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broperation.2fill_zero_u64(M:MU2UUZYuzy*yj}}rb*RBreasonLayoutRearrangementvalue19kernelSpecFillZero { offset: 7168, bytes: 512, padding_only: true }outputElements3072usefulCycles0physicalWorkCycles0workEstimateBasispadding initialization: no useful tensor workinvocations1uniformInvocationstruearguments[10, 4] * J'9exchange : breasonLayoutRearrangementinvocations15 bwoperation.2copy_strided_u645:5R9299299B9]baai*iRmreasonLocalCopyvalue20bytes96patternStrided { rows: 3, row_bytes: 32, source_stride: 2368, destination_stride: 32 }invocations32uniformInvocationstruearguments[4, 3, 2368, 32]U b)rsoperation.2gemm_f16_init_large_rows_interleaved_k80_c48_r72_r740]:]za2aaZez*z"r2rJrZrrrrrrrr ss:sJsbsreasonOperatorKernelvalue20kernelSpecGemm { multiply: F16, accumulate: F16, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 48 }outputElements3552input0Elements9@''//77??GGOOWW__ggooww   ''//77??GGOOWW__ggooww ''//77??GGOOWW__ggooww ''//77??GGOOWW__ggooww      % % - - 5 5 = = E E M M U U ] ] e e m m u u } }                        % % - - 5 5 = = E E M M U U ] ] e e m m u u } }                        % % - - 5 5 = = E E M M U U ] ] e e m m u u } }                                            "  % " * % - * 2 - 5 2 : 5 = : B = E B J E M J R M U R Z U ] Z b ] e b j e m j r m u r z u } z }                                              "  % " * % - * 2 - 5 2 : 5 = : B = E B J E M J R M U R Z U ] Z b ] e b j e m j r m u r z u } z }                                     "%"*%-*2-52:5=:B=EBJEMJRMURZU]Zb]ebjemjrmurzu}z}    "%"*%-*2-52:5=:B=EBJEMJRMURZU]Zb]ebjemjrmurzu}z}  %%--55==EEMMUU]]eemmuu}}  %%--55=:B=EBJEMJRMURZU]Zb]ebjemjrmurzu}z}    !$!)$,)1,4194<9A<DAIDLIQLTQYU]Ya]eaiemiqmuqyu}y}    "%"*%-*2-52:5=:B=EBJEMJRMURZU]Zb]ebjemjrmurzu}z}    "%"*%-*2-52:5=:B=EBJEMJRMURZU]Zb]ebjemjrmurzu}z}    "%"*%-*2-52:5=:BBJJRRZ+33;;CCKKSS[[cckkss{{  ##++33;;CCKKSS[[cckkss{{  ##++33;;CCKKSS[[cckkss{{  ##+ m m m&&&'&'&/&/&7&7&?&?&G&G&O&O&W&W&_&_&g&g&o&o&w&w&&&&&&&&&&&&&&&&&&&&&&&&&&&&&&&&&&&'''''9@''//77??GGOOWW__ggooww   ''//77??GGOOWW__ggooww ''//77??GGOOWW__ggooww ''//77??GGOOWW__ggooww      % % - - 5 5 = = E E M M U U ] ] e e m m u u } }                        % % - - 5 5 = = E E M M U U ] ] e e m m u u } }                        % % - - 5 5 = = E E M M U U ] ] e e m m u u } }                        % ' / / 7 7 ? ? G G O O W W _ _ g g o o w w                           ' ' / / 7 7 ? ? G G O O W W _ _ g g o o w w                   ''//77??GGOKSOWS[W_[c_gckgoksows{w{  #'#+'/+3/73;7?;C?GCKGOKSOWS[W_[c_gckgoksows{w{  #'#+'/+3/73;7?;C?GCKGOKSOWS[W_[c_gckgoksows{w{    #%#+%-+3-53;5=;C=ECKEMKSMUS[U][cckkss{{  ##++33;;CCKLTT\\ddlltt||    %%%-%--5-55=5==E=EEMEMMUMUU]U]]e]eememmumuu}u}}}    !%!)%-)1-5195=9A=EAIEMIQMUS[U][c]eckemksmus{u}{}  #&#+&.+3.63;6>;C>FCKFNKSNVS[V^[c^fckfnksnvs{v~{~  #'#+'/+3/73;7?;C?GCKGOKSOWW__ggooww&&..66>>FFNNVV^^ffnnvv~~&&..66>>FFNNVV^^ffnnvv~~&&..66>>FFNNVV^^ffnnvv~~ % % %'''''(( ( ((((($($(,(,(4(4(<(<(D(D(L(L(T(T(\(\(d(d(l(l(t(t(|(|((((((((((((((((((((((((((((*4736zinput1Elements*3072jusefulCycles*3552physicalWorkCycles*4440workEstimateBasisAMP FLOPs / IPU21 peakbinvocations1uniformInvocations*trueRarguments[]( bJ7M7operation.2exchange :z2breasonOperatorInputsvalue18invocations1 7'{'W bz-operation.2reduce_sum_f160]:]za2aaZeqzu*uzy*yz}*}j"" b*RRreasonOperatorKernelvalue18kernelSpecReductionSum { partials: 2 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breasonLayoutRearrangementinvocations1D''//77??GGOOWW__ggooww''//77??GGOOWW_\d_ggoowt|w''//77??GGOLTOWW__gdlgooww|''//77??GGOOWW__ggooww  $!)$,)1,4194<9A<DDLLTT\\ddlemltmutxu}x||}  $$(%-(,,0-504485=8<<@=E@DDHEMHLLPMUPTTXU]X`]e`hemhpmupxu}x}    %%--55==EEMMUU]^bbfjnrvz~  ""**22::BBJJRRZZ^bfjnrvz~   $$,,44<<DDLLTT\X\\ddldlltptt|||             $  $ $ , ( , , 4 , 4 4 < 8 < < D < D D L H L L T L T T \ X \ \ d \ d d l h l l t l t t | x | | |                                                $ ! ) $ , , 0 . 6 0 8 8 < 9 A < D D H F N H P P T Q Y T \ \ ` ^ f ` h h l i q l t t x v ~ x                                                  &  ( ( , ) 1 , 4 4 8 6 > 8 @ @ D B J D L L P N V P X X \ Z b \ d d h f n h p p t r z t | z |                               " " * * 2 2 : : B B J J R R Z Z b b j j r r z z                                 "  $ " * $ , * 2 , 4 2 : 4 < : B < D B J D L J R L T R Z T \ Z b \ d b j d l j r l t r z t | z |                                     "$"*$,*2,42:4<:B<DBJDLJRLTRZT\Zb\dbjdljrltrzt|{|     $##'$,'++/,4/3374<7;;?<DDLLTT\\ddhhllppttxx||  $$((,,004488<<@@DDHHLLPPTTXX\\``diqqyy  !!))1199AAIIQQYYaaiiqqyy  !!))1199AAIIQQYYaaiiqqyy    %%--55==EEMMUU]]eemmuu}}  %%--55==EEMMUU]]eemnvv~~&&..66>>FFNNVV^^ffnnvv~~&&..66>>FFNNVV^^ffnnvv~~  4<<DDLLTT\\dem  T\\ddlltt||  %%--55==EEMMUU]]eemmuu}}  %%--55==EEMMUU]]eemmuu}}  %%--55==EEMMUU]]eemmuu}}  %%--55=\ b-operation.6rearrange_row_major_to_amp_f16_o2_r64_p64_c32_p32_b64x16,U:U]2]]Zaz*z*j* * 1b55=*=RAreasonLayoutRearrangementvalue34kernelSpecRearrange { from: Layout { order: RowMajor, tiling: TensorTiling { tile_count: 1, replicas: 1, axes: [] }, memory_class: Ipu21Standard }, to: Layout { order: BlockMajor(Matrix { row_block: 64, column_block: 16 }), tiling: TensorTiling { tile_count: 48, replicas: 1, axes: [AxisTiling { axis: FromStart(0), partitions: 2, padding_groups: 1, block_size: 1, padding_multiple: 1, shard_padding_multiple: 1, padding: Reject, tile_stride: Some(1) }, 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j2"reasonInactiveTilevalue130GPi..`` XY"Y"WW+((+(d//QdQdssFTF(( D ?|?|aa^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GPi..`` XY"Y"WW+((+(d//QdQdssFTF(( D ?|?|aa^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : 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j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GPo..`` X_"_"WW+((+(d55WdWdyyFTF((# D# E|E|gg^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile 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b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GPi..`` XY"Y"WW+((+(d//QdQdssFTF(( D ?|?|aa^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile 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b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GPc . .`` XY"Y"QQ%((%(d//QdQdssFTF(( D ?|?|aa^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GPc . .`` XY"Y"QQ%((%(d//QdQdssFTF(( D ?|?|aa^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GPc . .`` XY"Y"QQ%((%(d//QdQdssFTF(( D ?|?|aa^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  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j2"reasonInactiveTilevalue130GPc..`` XS"S"KK(((d))KdKdmmFTF(( D 9|9|[[}^}^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GP]..`` XM"M"KK(((d##EdEdggFTF(( D 3|3|UUw^w^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : 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}outputElements3552input0Elements3552input1Elements3552usefulCycles888physicalWorkCycles888workEstimateBasisvector reduction add issue slotsinvocations1uniformInvocationstruearguments[1, 3552] broperation.1fill_zero_u64(M:MU2UUZYuzy*yj}}rb*RBreasonLayoutRearrangementvalue10kernelSpecFillZero { offset: 9472, bytes: 2368, padding_only: true }outputElements4736usefulCycles0physicalWorkCycles0workEstimateBasispadding initialization: no useful tensor workinvocations1uniformInvocationstruearguments[49, 2]  broperation.1fill_zero_u64(M:MU2UUZYuzy*yj}}rb*RBreasonLayoutRearrangementvalue13kernelSpecFillZero { offset: 2048, bytes: 512, padding_only: true }outputElements3072usefulCycles0physicalWorkCycles0workEstimateBasispadding initialization: no useful tensor workinvocations1uniformInvocationstruearguments[10, 4]  broperation.1fill_zero_u64(M:MU2UUZYuzy*yj}}rb*RBreasonLayoutRearrangementvalue13kernelSpecFillZero { offset: 4608, bytes: 512, padding_only: true 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      $ $ , , 4 4 < < D D L L T T \ \ d d l l t t | |                        $ $ , , 4 4 < < D D L L T T \ \ d d l l t t | |                     $ ($,(0,4084<8@<D@HDLHPLTPXT\X`\d`hdlhpltpxt|x|   $ ($,(0,4084<8@<D@HDLHPLTPXT\X`\d`hdlhpltpxt|x|   $ ($,(0,4084<8@<D@HDLHPLTPXT\X`\d`hdlhpltpxt||~  $&$,&.,4.64<6><D>FDLFNLTNVT\V^\d^fdlfnltnvt|v~|~   & (&.(0.6086>8@>F@HFNHPNVPXV^X`^f`hfnhpnvpxv~x~  !&!)&.)1.6196>9A>FAIFNIQNVQYV^Ya^faifniqnvqyv~y~  !!))1199AAIIQQYYaaiiqqyy  !!))1199AAIIQQY&&..66>>FFNNVV^^ffnnvv~~&&..66>>FFN jj j  ##++33;;CCKKSS[[cckkss{{ j  ##++33;;CCKKSS[[cck jkss{{ j j  j  bwoperation.1copy_strided_u645:5R9299299B9]baai*iRmreasonLocalCopyvalue14bytes96patternStrided { rows: 3, row_bytes: 32, source_stride: 2368, destination_stride: 32 }invocations20uniformInvocationstruearguments[4, 3, 2368, 32]! b)aoperation.1gemm_f16_init_large_rows_interleaved_k80_c48_r72_r740]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue14kernelSpecGemm { multiply: F16, accumulate: F16, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 48 }outputElements3552input0Elements4736input1Elements3072usefulCycles3552physicalWorkCycles4440workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]( bJ7M7operation.1exchange :z2breasonOperatorInputsvalue12invocations1 9)x)# bz-operation.1reduce_sum_f160]:]za2aaZeqzu*uzy*yz}*}j"" b*RRreasonOperatorKernelvalue12kernelSpecReductionSum { partials: 2 }outputElements3552input0Elements3552input1Elements3552usefulCycles888physicalWorkCycles888workEstimateBasisvector reduction add issue slotsinvocations1uniformInvocationstruearguments[1, 3552]$ broperation.2fill_zero_u64(M:MU2UUZYuzy*yj}}rb*RBreasonLayoutRearrangementvalue16kernelSpecFillZero { offset: 9472, bytes: 2368, padding_only: true }outputElements4736usefulCycles0physicalWorkCycles0workEstimateBasispadding initialization: no useful tensor workinvocations1uniformInvocationstruearguments[49, 2]% 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breasonLayoutRearrangementinvocations1`9AAIIQQYYaaiiqqyy   !#!)#+)1+3193;9A;CAICKIQKSQYS[Ya[caickiqksqys{y{    !#!)#+)1+3193;9A;CAICKIQKSQYS[Ya[caickiqksqys{y{    9AAIIQQYYaaiiqqyy    !!))1199AAIIQQYYaaiiqqyy  ((0088@@HHPPXX``hhppx xx               "  ( " * ( 0 + 3 0 8 3 ; 8 @ ; C @ H C K H P K S P X S [ X ` [ c ` h c k h p k s p x s { x {                                          ( ( 0 0 8 8 @ @ H H P P X X ` ` h h p p x x                         ( ( 0 0 8 8 @ @ H H P P X X ` ` h h p p x x                   $ & . . 6 6 > > F F N N V V ^ ^ f f n n v v ~ ~                         & & . . 6 6 > > F F N N V V ^ ^ f f n n v v ~ ~                   & (&.(0.6086>8@>F@HFNHPNVPXV^X`^f`hfnhpnvpxv~x~  !&!)&.)1.6196>9A>FAIFNIQNVQYV^Ya^faifniqnvqyv~y~  !&!)&.)1.6196>9A>FAIFNIQNVQYV^Ya^faifniqnvqyv~~  $$,,44<<DDLLTT\IQQYYaaiiqqyy    !$!)$,)1,4194<9A<DAIDLIQLTQYT\Ya\daidliqltqyt|y|    !$!)$,)1,4194<9A<DAIDLIQLTQYT\Ya\daidliqltqyt|y|    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l t s { t | { |                                              #  $ # + $ , + 3 , 4 3 ; 4 < ; C < D C K D L K S L T S [ T \ [ c \ d c k d l k s l t s { t | { |                                              #  $ # + $ , + 3 , 4 3 ; 4 < ; C < D C K D L K S L T S [ T \ [ c \ d c k d l k s l t s { {                                 # # + + 3 3 ; ; C C K K S S [ [ c c k k s s { {                                ' ('/(0/7087?8@?G@HGOHPOWPXW_X`_g`hgohpowpxwx   ' ('/(0/7087?8@?G@HGOHPOWPXW_X`_g`hgohpowpxwx ' ('/(0/7087?8@?G@HGOHPOWPTTXW_X\\`_g`ddhgohllpowpttxwx||  ((,,4488@@DDLLPPXX\\ddhhpptt||  ((0088@@HHPPXX``hhppxx  ((0088@@HHPPXX``hhllppttxx||  ((,,004488<<@@DDHHLLPPTTXX\\``ddht||  $$,,44<<DDLLTT\\ddlltt||  $$,,44<<DDLLTT\\ddlltt||  $$,,4488<<@@DDHHLLPNVPTTXV^X\\`^f`ddhfnhllpnvpttxv~x||  $&$,&.,4.64<<DDLLTT\\ddlltnvt|v~|~  $'$,'/,4/74<7?<D?GDLGOLTOWT\W_\d_gdlgoltowt|w|  $'$,'/,4/74<7?<D?GDLGOLPOWPTTXW_X\\`_g`ddhgohllpowpttxwx||''//77??GGOOWW__ggoowwGOOWB 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b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130G '))*H*+x+- -gB gB^^n8nqq ("ߊX#ߊ $ %H)J)JKL= $N= i!TOi!3KP3KSgXsSgataLuKvKkhwk1x1QxQy78z7z{T|}ɽ}ɽp~$@{{a\aGĄGgxg-,-MM3H3d̋4Pww]l]} }CԒCcc)<)II/X/ t(ܙD`ssȞY|Yy0y??__%L%EE  +h+Х8Tpo$oجUUu@u;;[[!\!AAı'x',  H     d    ̸ k4kQQqPq77WWl= =Կ##<  SBXSBT8!!{4{4IICcCcxx4ee8T++E8EZXZoot  X x !!'x'1=1=1R<1R%j%jC CSSS\SGGe@e  uuu4| u4iL!iLa`#a1{$1{%&()S*S,,.4..C/Cu]1u]r82r2ÜT4Ü587l8 broperation.0fill_zero_u64(M:MU2UUZYuzy*yj}}rb*RBreasonLayoutRearrangementvalue4kernelSpecFillZero { offset: 9472, bytes: 2368, padding_only: true }outputElements4736usefulCycles0physicalWorkCycles0workEstimateBasispadding initialization: no useful tensor workinvocations1uniformInvocationstruearguments[49, 2] broperation.0fill_zero_u64(M:MU2UUZYuzy*yj}}rb*RBreasonLayoutRearrangementvalue7kernelSpecFillZero { offset: 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G G O O W W _ _ g g o o w w                                      ! ! ) ) 1 1 9 9 A A I I Q Q Y Y a a i i q q y y                        y   kk y y  y y  ykss{{  ##++33;;CCKKSS[[cck b)aoperation.0gemm_f16_init_large_rows_interleaved_k80_c48_r72_r740]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue8kernelSpecGemm { multiply: F16, accumulate: F16, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 48 }outputElements3552input0Elements4736input1Elements3072usefulCycles3552physicalWorkCycles4440workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]( bJ7M7operation.0exchange :z2breasonOperatorInputsvalue6invocations1 9){) bz-operation.0reduce_sum_f160]:]za2aaZeqzu*uzy*yz}*}j"" b*RRreasonOperatorKernelvalue6kernelSpecReductionSum { partials: 2 }outputElements3552input0Elements3552input1Elements3552usefulCycles888physicalWorkCycles888workEstimateBasisvector reduction add issue slotsinvocations1uniformInvocationstruearguments[1, 3552] broperation.1fill_zero_u64(M:MU2UUZYuzy*yj}}rb*RBreasonLayoutRearrangementvalue10kernelSpecFillZero { offset: 9472, bytes: 2368, padding_only: true }outputElements4736usefulCycles0physicalWorkCycles0workEstimateBasispadding initialization: no useful tensor workinvocations1uniformInvocationstruearguments[49, 2]  broperation.1fill_zero_u64(M:MU2UUZYuzy*yj}}rb*RBreasonLayoutRearrangementvalue13kernelSpecFillZero { offset: 2048, bytes: 512, padding_only: true }outputElements3072usefulCycles0physicalWorkCycles0workEstimateBasispadding initialization: no useful tensor workinvocations1uniformInvocationstruearguments[10, 4]  broperation.1fill_zero_u64(M:MU2UUZYuzy*yj}}rb*RBreasonLayoutRearrangementvalue13kernelSpecFillZero { offset: 4608, bytes: 512, padding_only: true }outputElements3072usefulCycles0physicalWorkCycles0workEstimateBasispadding initialization: no useful tensor workinvocations1uniformInvocationstruearguments[10, 4]  broperation.1fill_zero_u64(M:MU2UUZYuzy*yj}}rb*RBreasonLayoutRearrangementvalue13kernelSpecFillZero { offset: 7168, bytes: 512, padding_only: true }outputElements3072usefulCycles0physicalWorkCycles0workEstimateBasispadding initialization: no useful tensor workinvocations1uniformInvocationstruearguments[10, 4] 8( J'=Eexchange : breasonLayoutRearrangementinvocations1@%%--55=9A=EAIEMIQMUQYU]Ya]eaiemiqmuqyu}}  %%--55==EEMMUU]]eemmuu}}  ##++33;;CCKKSS[[cckkss{{  ##++33;;CCKKSS[[cckkss{{  ##++33;;C  ""**22: 44:BBJJRRZZbbjjrrzz  ""**22::BBJJRRZZbbjjrrzz  ""**22::BBJJRRZZbbjjrrzz       & & . . 6 6 > > F F N N V V ^ ^ f f n n v v ~ ~                         & & . . 6 6 > > F F N N V V ^ ^ f f n n v v ~ ~                         ' ' / / 7 7 ? ? G G O O W W _ _ g g o o w w                             %  ' % - ' / - 5 / 7 5 = 7 ? = E ? G E M G O M U O W U ] W _ ] e _ g e m g o m u o w u } w  }                               % % - - 5 5 = = E E M M U U ] ] e e m m u u } }                   %%--55==EEMMUU]]eemmuu}}  %&%-&.-5.65=6>=E>FEMFNMUNVU]V^]e^femfnmunvu}v~}~  %&%-&.-5.65=6>=E>FEMFNMUNVU]V^]e^femfnmunvu}v~}~  %&%-&.-5.65=6>=E>FEMFNMUNVU]V^]e^femfnmunvu}v~}~  !&!)&.)1.6196>9A>FAIFNIQNVQYV^Ya^faifniqnvqyv~y~  ""**22::BBJJRRZZbbjjrrzz  "&"*&.*2.62:6>:B>FBJFNJRNVRZV^Zb^fbjfnjrnvrzv~z~  "&"*&.*2.62:6>:B>FBJFNJRNVRZV^Zb^fbjfnjrnvrzv~z~  $&$,&.,4.64<6><D>FDLFNLTNVT\V^\d^fdlfnltnvt|v~|~  $&$,&.,4.64<6><D>FDLFNLTNVT\V^\d^fdlfnltnvt|v~|~  $&$,&.,4.64<6><D>FDLFNLTNVT\V^^ffnnvv~~ Z ZZ Z Z ZZ Z Z ZZ  Z &&&%&%&-&-&5&5&=&=&E&E&M&M&U&U&]&]&e&e&m&m&u&u&}&}&&&&&&&&&&&&&&&&&&&&&&&&&&&&&&&&&'' ' ''  b)aoperation.1gemm_f16_init_large_rows_interleaved_k80_c48_r72_r740]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue14kernelSpecGemm { multiply: F16, accumulate: F16, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 48 }outputElements3552input0Elements4736input1Elements3072usefulCycles3552physicalWorkCycles4440workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]( bJ7M7operation.1exchange :z2breasonOperatorInputsvalue12invocations1 9){) bz-operation.1reduce_sum_f160]:]za2aaZeqzu*uzy*yz}*}j"" b*RRreasonOperatorKernelvalue12kernelSpecReductionSum { partials: 2 }outputElements3552input0Elements3552input1Elements3552usefulCycles888physicalWorkCycles888workEstimateBasisvector reduction add issue slotsinvocations1uniformInvocationstruearguments[1, 3552] broperation.2fill_zero_u64(M:MU2UUZYuzy*yj}}rb*RBreasonLayoutRearrangementvalue16kernelSpecFillZero { offset: 9472, bytes: 2368, padding_only: true }outputElements4736usefulCycles0physicalWorkCycles0workEstimateBasispadding initialization: no useful tensor workinvocations1uniformInvocationstruearguments[49, 2] broperation.2fill_zero_u64(M:MU2UUZYuzy*yj}}rb*RBreasonLayoutRearrangementvalue19kernelSpecFillZero { offset: 2048, bytes: 512, padding_only: true }outputElements3072usefulCycles0physicalWorkCycles0workEstimateBasispadding initialization: no useful tensor workinvocations1uniformInvocationstruearguments[10, 4] broperation.2fill_zero_u64(M:MU2UUZYuzy*yj}}rb*RBreasonLayoutRearrangementvalue19kernelSpecFillZero { offset: 4608, bytes: 512, padding_only: true }outputElements3072usefulCycles0physicalWorkCycles0workEstimateBasispadding initialization: no useful tensor workinvocations1uniformInvocationstruearguments[10, 4] broperation.2fill_zero_u64(M:MU2UUZYuzy*yj}}rb*RBreasonLayoutRearrangementvalue19kernelSpecFillZero { offset: 7168, bytes: 512, padding_only: true }outputElements3072usefulCycles0physicalWorkCycles0workEstimateBasispadding initialization: no useful tensor workinvocations1uniformInvocationstruearguments[10, 4] * J'=Eexchange : breasonLayoutRearrangementinvocations1@%%--55=9A=EAIEMIQMUQYU]Ya]eaiemiqmuqyu}}  %%--55==EEMMUU]]eemmuu}}  ##++33;;CCKKSS[[cckkss{{  ##++33;;CCKKSS[[cckkss{{  ##++33;;C  ""**22: 44:BBJJRRZZbbjjrrzz  ""**22::BBJJRRZZbbjjrrzz  ""**22::BBJJRRZZbbjjrrzzy                          !  % ! ) ' / ) 1 / 7 1 9 7 ? 9 A ? G A I G O I Q O W Q Y W _ Y a _ g a i g o i q o w q y w  y                                                !  ' ! ) ' / ) 1 / 7 1 9 7 ? 9 A ? G A I G O I Q O W Q Y W _ Y a _ g a i g o i q o w q y w  y                                    !'!)'/)1/7197?9A?GAIGOIQOWQYW_Ya_gaigoiqowqywy  !'!)'/)1/7197?9A?GAIGOIQOWQYW_Ya_gaigoiqowqyw| ' ('/(0/7087?8@?G@HGOHPOWPXW_X`_g`hgohpowpxwx  %&%-&.-5.65=6>=E>FEMFNMUNVU]V^^ffnnvv~~&&..66>>FFNNVV^^ffnnvv~~  %&%-&.-5.65=6>=E>FEMFNMUNVU]V^]e^femfnmunvu}v~}~  %%--55==EEMMUU]]eemmuu}}&&..66>>FFNNVV^^ffnnvv~~''//77??GGOOWW__ggooww   ! (!)(0)108198@9A@HAIHPIQPXQYX`Ya`haihpiqpxqyxy   ! (!)(0)108198@9A@HAIHPIQPXQYX`Ya`haihpiqpxqyxy   ! (!)(0)108198@9A@HAIHPIQPXQYX`Ya`haihpiqpxqyxy  !!))1199AAIIQQYYaaiiqqyy  !!))1199AAIIQQYYaaiiqqyy o  o o  o  o  ! !o"'''''(( ( ((((("("(*(*(2(2(:(:(B(B(J(J(R(R(Z(Z(b(b(j(j(r(r(z(z(((((((((((((((((((((((((((( b)aoperation.2gemm_f16_init_large_rows_interleaved_k80_c48_r72_r740]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue20kernelSpecGemm { multiply: F16, accumulate: F16, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 48 }outputElements3552input0Elements4736input1Elements3072usefulCycles3552physicalWorkCycles4440workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]( bJ7M7operation.2exchange :z2breasonOperatorInputsvalue18invocations1 9){) bz-operation.2reduce_sum_f160]:]za2aaZeqzu*uzy*yz}*}j"" b*RRreasonOperatorKernelvalue18kernelSpecReductionSum { partials: 2 }outputElements3552input0Elements3552input1Elements3552usefulCycles888physicalWorkCycles888workEstimateBasisvector reduction add issue slotsinvocations1uniformInvocationstruearguments[1, 3552] brwoperation.6fill_zero_u645:5=2==ZA]za*abeem*mRqBreasonLayoutRearrangementvalue32kernelSpecFillZero { offset: 2960, bytes: 720, padding_only: false }outputElements1840invocations1uniformInvocationstruearguments[15, 0] bwoperation.6static_copy_u325:5R9299299B9Z=bAAI*IRM"reasonLocalCopyvalue34bytes32patternContiguousinvocations1uniformInvocationstruearguments[8] bwoperation.6static_copy_u325:5R9299299B9Z=bAAI*IRM"reasonLocalCopyvalue34bytes16patternContiguousinvocations1uniformInvocationstruearguments[4] bwoperation.6static_copy_u325:5R9299299B9Z=bAAI*IRM"reasonLocalCopyvalue34bytes32patternContiguousinvocations1uniformInvocationstruearguments[8] bwoperation.6static_copy_u325:5R9299299B9Z=bAAI*IRM"reasonLocalCopyvalue34bytes16patternContiguousinvocations1uniformInvocationstruearguments[4] bwoperation.6static_copy_u325:5R9299299B9Z=bAAI*IRM"reasonLocalCopyvalue34bytes32patternContiguousinvocations1uniformInvocationstruearguments[8] bwoperation.6static_copy_u325:5R9299299B9Z=bAAI*IRM"reasonLocalCopyvalue34bytes16patternContiguousinvocations1uniformInvocationstruearguments[4] bwoperation.6static_copy_u325:5R9299299B9Z=bAAI*IRM"reasonLocalCopyvalue34bytes32patternContiguousinvocations1uniformInvocationstruearguments[8]  bwoperation.6static_copy_u325:5R9299299B9Z=bAAI*IRM"reasonLocalCopyvalue34bytes16patternContiguousinvocations1uniformInvocationstruearguments[4]!! bwoperation.6static_copy_u325:5R9299299B9Z=bAAI*IRM"reasonLocalCopyvalue34bytes32patternContiguousinvocations1uniformInvocationstruearguments[8]"" bwoperation.6static_copy_u325:5R9299299B9Z=bAAI*IRM"reasonLocalCopyvalue34bytes16patternContiguousinvocations1uniformInvocationstruearguments[4]## bwoperation.6static_copy_u325:5R9299299B9Z=bAAI*IRM"reasonLocalCopyvalue34bytes32patternContiguousinvocations1uniformInvocationstruearguments[8]$$ bwoperation.6static_copy_u325:5R9299299B9Z=bAAI*IRM"reasonLocalCopyvalue34bytes16patternContiguousinvocations1uniformInvocationstruearguments[4]%% bwoperation.6static_copy_u325:5R9299299B9Z=bAAI*IRM"reasonLocalCopyvalue34bytes32patternContiguousinvocations1uniformInvocationstruearguments[8]&& bwoperation.6static_copy_u325:5R9299299B9Z=bAAI*IRM"reasonLocalCopyvalue34bytes16patternContiguousinvocations1uniformInvocationstruearguments[4]'' bwoperation.6static_copy_u325:5R9299299B9Z=bAAI*IRM"reasonLocalCopyvalue34bytes32patternContiguousinvocations1uniformInvocationstruearguments[8](( bwoperation.6static_copy_u325:5R9299299B9Z=bAAI*IRM"reasonLocalCopyvalue34bytes16patternContiguousinvocations1uniformInvocationstruearguments[4])) bwoperation.6static_copy_u325:5R9299299B9Z=bAAI*IRM"reasonLocalCopyvalue34bytes32patternContiguousinvocations1uniformInvocationstruearguments[8]** bwoperation.6static_copy_u325:5R9299299B9Z=bAAI*IRM"reasonLocalCopyvalue34bytes16patternContiguousinvocations1uniformInvocationstruearguments[4]++ bwoperation.6static_copy_u325:5R9299299B9Z=bAAI*IRM"reasonLocalCopyvalue34bytes32patternContiguousinvocations1uniformInvocationstruearguments[8],, bwoperation.6static_copy_u325:5R9299299B9Z=bAAI*IRM"reasonLocalCopyvalue34bytes16patternContiguousinvocations1uniformInvocationstruearguments[4]-- bwoperation.6static_copy_u325:5R9299299B9Z=bAAI*IRM"reasonLocalCopyvalue34bytes32patternContiguousinvocations1uniformInvocationstruearguments[8].. bwoperation.6static_copy_u325:5R9299299B9Z=bAAI*IRM"reasonLocalCopyvalue34bytes16patternContiguousinvocations1uniformInvocationstruearguments[4]// bwoperation.6static_copy_u325:5R9299299B9Z=bAAI*IRM"reasonLocalCopyvalue34bytes32patternContiguousinvocations1uniformInvocationstruearguments[8]00 bwoperation.6static_copy_u325:5R9299299B9Z=bAAI*IRM"reasonLocalCopyvalue34bytes16patternContiguousinvocations1uniformInvocationstruearguments[4]11 bwoperation.6static_copy_u325:5R9299299B9Z=bAAI*IRM"reasonLocalCopyvalue34bytes32patternContiguousinvocations1uniformInvocationstruearguments[8]22 bwoperation.6static_copy_u325:5R9299299B9Z=bAAI*IRM"reasonLocalCopyvalue34bytes16patternContiguousinvocations1uniformInvocationstruearguments[4]33 bwoperation.6static_copy_u325:5R9299299B9Z=bAAI*IRM"reasonLocalCopyvalue34bytes32patternContiguousinvocations1uniformInvocationstruearguments[8]44 bwoperation.6static_copy_u325:5R9299299B9Z=bAAI*IRM"reasonLocalCopyvalue34bytes16patternContiguousinvocations1uniformInvocationstruearguments[4]55 bwoperation.6static_copy_u325:5R9299299B9Z=bAAI*IRM"reasonLocalCopyvalue34bytes32patternContiguousinvocations1uniformInvocationstruearguments[8]66 bwoperation.6static_copy_u325:5R9299299B9Z=bAAI*IRM"reasonLocalCopyvalue34bytes16patternContiguousinvocations1uniformInvocationstruearguments[4]77 bwoperation.6static_copy_u325:5R9299299B9Z=bAAI*IRM"reasonLocalCopyvalue34bytes32patternContiguousinvocations1uniformInvocationstruearguments[8]88 bwoperation.6static_copy_u325:5R9299299B9Z=bAAI*IRM"reasonLocalCopyvalue34bytes16patternContiguousinvocations1uniformInvocationstruearguments[4]99 bwoperation.6static_copy_u325:5R9299299B9Z=bAAI*IRM"reasonLocalCopyvalue34bytes32patternContiguousinvocations1uniformInvocationstruearguments[8]:: bwoperation.6static_copy_u325:5R9299299B9Z=bAAI*IRM"reasonLocalCopyvalue34bytes16patternContiguousinvocations1uniformInvocationstruearguments[4];; bwoperation.6static_copy_u325:5R9299299B9Z=bAAI*IRM"reasonLocalCopyvalue34bytes32patternContiguousinvocations1uniformInvocationstruearguments[8]<< bwoperation.6static_copy_u325:5R9299299B9Z=bAAI*IRM"reasonLocalCopyvalue34bytes16patternContiguousinvocations1uniformInvocationstruearguments[4]== bwoperation.6static_copy_u325:5R9299299B9Z=bAAI*IRM"reasonLocalCopyvalue34bytes32patternContiguousinvocations1uniformInvocationstruearguments[8]>> bwoperation.6static_copy_u325:5R9299299B9Z=bAAI*IRM"reasonLocalCopyvalue34bytes16patternContiguousinvocations1uniformInvocationstruearguments[4]?? bwoperation.6static_copy_u325:5R9299299B9Z=bAAI*IRM"reasonLocalCopyvalue34bytes32patternContiguousinvocations1uniformInvocationstruearguments[8]@@ bwoperation.6static_copy_u325:5R9299299B9Z=bAAI*IRM"reasonLocalCopyvalue34bytes16patternContiguousinvocations1uniformInvocationstruearguments[4]AA bwoperation.6static_copy_u325:5R9299299B9Z=bAAI*IRM"reasonLocalCopyvalue34bytes32patternContiguousinvocations1uniformInvocationstruearguments[8]BB bwoperation.6static_copy_u325:5R9299299B9Z=bAAI*IRM"reasonLocalCopyvalue34bytes16patternContiguousinvocations1uniformInvocationstruearguments[4]CC bwoperation.6static_copy_u325:5R9299299B9Z=bAAI*IRM"reasonLocalCopyvalue34bytes32patternContiguousinvocations1uniformInvocationstruearguments[8]DD bwoperation.6static_copy_u325:5R9299299B9Z=bAAI*IRM"reasonLocalCopyvalue34bytes16patternContiguousinvocations1uniformInvocationstruearguments[4]EE bwoperation.6static_copy_u325:5R9299299B9Z=bAAI*IRM"reasonLocalCopyvalue34bytes32patternContiguousinvocations1uniformInvocationstruearguments[8]FF bwoperation.6static_copy_u325:5R9299299B9Z=bAAI*IRM"reasonLocalCopyvalue34bytes16patternContiguousinvocations1uniformInvocationstruearguments[4]GG bwoperation.6static_copy_u325:5R9299299B9Z=bAAI*IRM"reasonLocalCopyvalue34bytes32patternContiguousinvocations1uniformInvocationstruearguments[8]HH bwoperation.6static_copy_u325:5R9299299B9Z=bAAI*IRM"reasonLocalCopyvalue34bytes16patternContiguousinvocations1uniformInvocationstruearguments[4]II bwoperation.6static_copy_u325:5R9299299B9Z=bAAI*IRM"reasonLocalCopyvalue34bytes32patternContiguousinvocations1uniformInvocationstruearguments[8]JJ bwoperation.6static_copy_u325:5R9299299B9Z=bAAI*IRM"reasonLocalCopyvalue34bytes16patternContiguousinvocations1uniformInvocationstruearguments[4]KK bwoperation.6static_copy_u325:5R9299299B9Z=bAAI*IRM"reasonLocalCopyvalue34bytes32patternContiguousinvocations1uniformInvocationstruearguments[8]LL bwoperation.6static_copy_u325:5R9299299B9Z=bAAI*IRM"reasonLocalCopyvalue34bytes16patternContiguousinvocations1uniformInvocationstruearguments[4]MM bwoperation.6static_copy_u325:5R9299299B9Z=bAAI*IRM"reasonLocalCopyvalue34bytes32patternContiguousinvocations1uniformInvocationstruearguments[8]NN bwoperation.6static_copy_u325:5R9299299B9Z=bAAI*IRM"reasonLocalCopyvalue34bytes16patternContiguousinvocations1uniformInvocationstruearguments[4]OO bwoperation.6static_copy_u325:5R9299299B9Z=bAAI*IRM"reasonLocalCopyvalue34bytes32patternContiguousinvocations1uniformInvocationstruearguments[8]PP bwoperation.6static_copy_u325:5R9299299B9Z=bAAI*IRM"reasonLocalCopyvalue34bytes16patternContiguousinvocations1uniformInvocationstruearguments[4]QQ bwoperation.6static_copy_u325:5R9299299B9Z=bAAI*IRM"reasonLocalCopyvalue34bytes32patternContiguousinvocations1uniformInvocationstruearguments[8]RR bwoperation.6static_copy_u325:5R9299299B9Z=bAAI*IRM"reasonLocalCopyvalue34bytes16patternContiguousinvocations1uniformInvocationstruearguments[4]SS bwoperation.6static_copy_u325:5R9299299B9Z=bAAI*IRM"reasonLocalCopyvalue34bytes32patternContiguousinvocations1uniformInvocationstruearguments[8]TT bwoperation.6static_copy_u325:5R9299299B9Z=bAAI*IRM"reasonLocalCopyvalue34bytes16patternContiguousinvocations1uniformInvocationstruearguments[4]UU bwoperation.6static_copy_u325:5R9299299B9Z=bAAI*IRM"reasonLocalCopyvalue34bytes32patternContiguousinvocations1uniformInvocationstruearguments[8]VV bwoperation.6static_copy_u325:5R9299299B9Z=bAAI*IRM"reasonLocalCopyvalue34bytes16patternContiguousinvocations1uniformInvocationstruearguments[4]WW bwoperation.6static_copy_u325:5R9299299B9Z=bAAI*IRM"reasonLocalCopyvalue34bytes32patternContiguousinvocations1uniformInvocationstruearguments[8]XX bwoperation.6static_copy_u325:5R9299299B9Z=bAAI*IRM"reasonLocalCopyvalue34bytes16patternContiguousinvocations1uniformInvocationstruearguments[4]YY bwoperation.6static_copy_u325:5R9299299B9Z=bAAI*IRM"reasonLocalCopyvalue34bytes32patternContiguousinvocations1uniformInvocationstruearguments[8]ZZ bwoperation.6static_copy_u325:5R9299299B9Z=bAAI*IRM"reasonLocalCopyvalue34bytes16patternContiguousinvocations1uniformInvocationstruearguments[4][[ bwoperation.6static_copy_u325:5R9299299B9Z=bAAI*IRM"reasonLocalCopyvalue34bytes32patternContiguousinvocations1uniformInvocationstruearguments[8]\\ bwoperation.6static_copy_u325:5R9299299B9Z=bAAI*IRM"reasonLocalCopyvalue34bytes16patternContiguousinvocations1uniformInvocationstruearguments[4]]] bwoperation.6static_copy_u325:5R9299299B9Z=bAAI*IRM"reasonLocalCopyvalue34bytes32patternContiguousinvocations1uniformInvocationstruearguments[8]^^ bwoperation.6static_copy_u325:5R9299299B9Z=bAAI*IRM"reasonLocalCopyvalue34bytes16patternContiguousinvocations1uniformInvocationstruearguments[4]__ bwoperation.6static_copy_u325:5R9299299B9Z=bAAI*IRM"reasonLocalCopyvalue34bytes32patternContiguousinvocations1uniformInvocationstruearguments[8]`` bwoperation.6static_copy_u325:5R9299299B9Z=bAAI*IRM"reasonLocalCopyvalue34bytes16patternContiguousinvocations1uniformInvocationstruearguments[4]aa bwoperation.6static_copy_u325:5R9299299B9Z=bAAI*IRM"reasonLocalCopyvalue34bytes32patternContiguousinvocations1uniformInvocationstruearguments[8]bb bwoperation.6static_copy_u325:5R9299299B9Z=bAAI*IRM"reasonLocalCopyvalue34bytes16patternContiguousinvocations1uniformInvocationstruearguments[4]cc bwoperation.6static_copy_u325:5R9299299B9Z=bAAI*IRM"reasonLocalCopyvalue34bytes32patternContiguousinvocations1uniformInvocationstruearguments[8]dd bwoperation.6static_copy_u325:5R9299299B9Z=bAAI*IRM"reasonLocalCopyvalue34bytes16patternContiguousinvocations1uniformInvocationstruearguments[4]ee bwoperation.6static_copy_u325:5R9299299B9Z=bAAI*IRM"reasonLocalCopyvalue34bytes32patternContiguousinvocations1uniformInvocationstruearguments[8]ff bwoperation.6static_copy_u325:5R9299299B9Z=bAAI*IRM"reasonLocalCopyvalue34bytes16patternContiguousinvocations1uniformInvocationstruearguments[4]gg bwoperation.6static_copy_u325:5R9299299B9Z=bAAI*IRM"reasonLocalCopyvalue34bytes32patternContiguousinvocations1uniformInvocationstruearguments[8]hh bwoperation.6static_copy_u325:5R9299299B9Z=bAAI*IRM"reasonLocalCopyvalue34bytes16patternContiguousinvocations1uniformInvocationstruearguments[4]ii bwoperation.6static_copy_u325:5R9299299B9Z=bAAI*IRM"reasonLocalCopyvalue34bytes32patternContiguousinvocations1uniformInvocationstruearguments[8]jj bwoperation.6static_copy_u325:5R9299299B9Z=bAAI*IRM"reasonLocalCopyvalue34bytes16patternContiguousinvocations1uniformInvocationstruearguments[4]kk bwoperation.6static_copy_u325:5R9299299B9Z=bAAI*IRM"reasonLocalCopyvalue34bytes32patternContiguousinvocations1uniformInvocationstruearguments[8]ll bwoperation.6static_copy_u325:5R9299299B9Z=bAAI*IRM"reasonLocalCopyvalue34bytes16patternContiguousinvocations1uniformInvocationstruearguments[4]mm bwoperation.6static_copy_u325:5R9299299B9Z=bAAI*IRM"reasonLocalCopyvalue34bytes32patternContiguousinvocations1uniformInvocationstruearguments[8]nn bwoperation.6static_copy_u325:5R9299299B9Z=bAAI*IRM"reasonLocalCopyvalue34bytes16patternContiguousinvocations1uniformInvocationstruearguments[4]oo bwoperation.6static_copy_u325:5R9299299B9Z=bAAI*IRM"reasonLocalCopyvalue34bytes32patternContiguousinvocations1uniformInvocationstruearguments[8]pp bwoperation.6static_copy_u325:5R9299299B9Z=bAAI*IRM"reasonLocalCopyvalue34bytes16patternContiguousinvocations1uniformInvocationstruearguments[4]qq bwoperation.6static_copy_u325:5R9299299B9Z=bAAI*IRM"reasonLocalCopyvalue34bytes32patternContiguousinvocations1uniformInvocationstruearguments[8]rr bwoperation.6static_copy_u325:5R9299299B9Z=bAAI*IRM"reasonLocalCopyvalue34bytes16patternContiguousinvocations1uniformInvocationstruearguments[4]ss bwoperation.6static_copy_u325:5R9299299B9Z=bAAI*IRM"reasonLocalCopyvalue34bytes32patternContiguousinvocations1uniformInvocationstruearguments[8]tt bwoperation.6static_copy_u325:5R9299299B9Z=bAAI*IRM"reasonLocalCopyvalue34bytes16patternContiguousinvocations1uniformInvocationstruearguments[4]uu bwoperation.6static_copy_u325:5R9299299B9Z=bAAI*IRM"reasonLocalCopyvalue34bytes32patternContiguousinvocations1uniformInvocationstruearguments[8]vv bwoperation.6static_copy_u325:5R9299299B9Z=bAAI*IRM"reasonLocalCopyvalue34bytes16patternContiguousinvocations1uniformInvocationstruearguments[4]ww bwoperation.6static_copy_u325:5R9299299B9Z=bAAI*IRM"reasonLocalCopyvalue34bytes32patternContiguousinvocations1uniformInvocationstruearguments[8]xx bwoperation.6static_copy_u325:5R9299299B9Z=bAAI*IRM"reasonLocalCopyvalue34bytes16patternContiguousinvocations1uniformInvocationstruearguments[4]yy bwoperation.6static_copy_u325:5R9299299B9Z=bAAI*IRM"reasonLocalCopyvalue34bytes32patternContiguousinvocations1uniformInvocationstruearguments[8]zz bwoperation.6static_copy_u325:5R9299299B9Z=bAAI*IRM"reasonLocalCopyvalue34bytes16patternContiguousinvocations1uniformInvocationstruearguments[4]{{ bwoperation.6static_copy_u325:5R9299299B9Z=bAAI*IRM"reasonLocalCopyvalue34bytes32patternContiguousinvocations1uniformInvocationstruearguments[8]|| bwoperation.6static_copy_u325:5R9299299B9Z=bAAI*IRM"reasonLocalCopyvalue34bytes16patternContiguousinvocations1uniformInvocationstruearguments[4]}} bwoperation.6static_copy_u325:5R9299299B9Z=bAAI*IRM"reasonLocalCopyvalue34bytes32patternContiguousinvocations1uniformInvocationstruearguments[8]~~ bwoperation.6static_copy_u325:5R9299299B9Z=bAAI*IRM"reasonLocalCopyvalue34bytes16patternContiguousinvocations1uniformInvocationstruearguments[4] bwoperation.6static_copy_u325:5R9299299B9Z=bAAI*IRM"reasonLocalCopyvalue34bytes32patternContiguousinvocations1uniformInvocationstruearguments[8] bwoperation.6static_copy_u325:5R9299299B9Z=bAAI*IRM"reasonLocalCopyvalue34bytes16patternContiguousinvocations1uniformInvocationstruearguments[4] bwoperation.6static_copy_u325:5R9299299B9Z=bAAI*IRM"reasonLocalCopyvalue34bytes32patternContiguousinvocations1uniformInvocationstruearguments[8] bwoperation.6static_copy_u325:5R9299299B9Z=bAAI*IRM"reasonLocalCopyvalue34bytes16patternContiguousinvocations1uniformInvocationstruearguments[4] bwoperation.6static_copy_u325:5R9299299B9Z=bAAI*IRM"reasonLocalCopyvalue34bytes32patternContiguousinvocations1uniformInvocationstruearguments[8] bwoperation.6static_copy_u325:5R9299299B9Z=bAAI*IRM"reasonLocalCopyvalue34bytes16patternContiguousinvocations1uniformInvocationstruearguments[4] bJ'A7Poperation.6exchange : breasonLayoutRearrangementinvocations1  $$,,0089=:>?GAIGKKSQUSWU]W_]a_caickimkomuowuyw{y{    !#!)#+)-+/-5/7597;9A;CAECGEMGOMQOSQYS[Y][_]e_geigkiqksquswu}w}  %'%)'+)1+315375=7?=A?CAICKIMKOMUOWUYW[Ya[caecgemgomqosqys{y}{}  ""**22::>>BJNVZbffnnrrzz~~  $&$,&.,4.2264<6::><D>BBFDLFJJNLTNRRVT\VZZ^\d^bbfdlfjjnltnrrzt|z~|~    !"!)"&&.)1.2192:9A:>>FAIFJIQJRQYRVV^Ya_gaigoiqowqywy  !'!)'/)1/7197?9A?GAIGOIQOWQYW_Ya_gaigoiqowqywy  !'!)'/)1/7197?9A?GAIGOIQOWQYW_Ya_gaigoiqowqywy''//77??GGOOWW__ggooww        ' ' / / 7 7 ? ? G G O O W W _ _ g g o o w w                                !  ' $ , ' / / 7 1 9 7 ? < D ? G G O I Q O W T \ W _ _ g a i g o l t o w w  y                                          ' ! ) ' + + / , 4 / 3 3 7 7 ; 9 A ; ? ? C C G D L G K K O O S Q Y S W W [ [ _ ] e _ c c g g k i q k o o s s w u } w { {                                                          %  ' % - ' + + 3 - 5 3 7 5 = 7 ? = E ? C C K E M K O M U O W U ] W [ [ c ] e c g e m g o m u o s s { u } { }                                              #  % # + % - + 3 - 5 3 ; 5 = ; C = E C K E M K S M U S [ U ] [ c ] e c k e m k s m u s { u } {                   ##++33;;CCKKSS[[cckkss{{  ##++33;;CCKKSS[[cckksu}}dlltt||  $$,,44<<DDLLTT\\ddlltt||  $'$,'/,4/74<7?<D?GDLGOLTOWT\W_\ddlltt||    ((,,4488@@DDLLPPXX\\dimmuu}}  %%--55==EEMMUU]]eemmuu}}  %%--55==EEMMUU]]eemmuu}}  %%--5599==AAEEIIMMQQUUYY]]aaeeiimmqquuyy}}  !!))1199AAIIQQYYaaiiqqyy  !%))--115599==AAEEIIMMQQUUYYaaiiqqyy    #%--55==EEMMUU]]eemmuu}}  !!%%))--115599= b-operation.6rearrange_row_major_to_amp_f16_o2_r64_p64_c48_p48_b64x16,U:U]2]]Zaz*z*j* * 1b55=*=RAreasonLayoutRearrangementvalue34kernelSpecRearrange { from: Layout { order: RowMajor, tiling: TensorTiling { tile_count: 1, replicas: 1, axes: [] }, memory_class: Ipu21Standard }, to: Layout { order: BlockMajor(Matrix { row_block: 64, column_block: 16 }), tiling: TensorTiling { tile_count: 48, replicas: 1, axes: [AxisTiling { axis: FromStart(0), partitions: 2, padding_groups: 1, block_size: 1, padding_multiple: 1, shard_padding_multiple: 1, padding: Reject, tile_stride: Some(1) }, AxisTiling { axis: FromStart(1), partitions: 12, padding_groups: 1, block_size: 64, padding_multiple: 64, shard_padding_multiple: 1, padding: Zero, tile_stride: Some(4) }, AxisTiling { axis: FromStart(2), partitions: 2, padding_groups: 1, block_size: 16, padding_multiple: 16, shard_padding_multiple: 1, padding: Zero, tile_stride: Some(2) }] }, memory_class: Ipu21Standard } }outputElements3072input0Elements3072usefulCycles1536physicalWorkCycles1536workEstimateBasisdense copy baseline: 8-byte load + store / 2 issue slotsinvocations1uniformInvocationstruearguments[64, 64, 2, 48, 48, 1]j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     a  a a aa b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue37kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[] b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue38kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0] b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue41kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[] b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM2}z*z*zb*RZreasonOperatorKernelvalue42kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: true, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[1, 0, 23]j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1< D a D a D a     D  a D D a a aa b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue45kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[] b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue46kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0] b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue49kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[] b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM:}z*z*zb*RZreasonOperatorKernelvalue50kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[0, 0, 23] j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     a  a a aa b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue53kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[] b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue54kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0] b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue57kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[] b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM:}z*z*zb*RZreasonOperatorKernelvalue58kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[0, 0, 23] j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     a  a a aa b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue61kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[] b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue62kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0] b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue65kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[] b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM:}z*z*zb*RZreasonOperatorKernelvalue66kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[0, 0, 23] j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     a  a a aa b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue69kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[] b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue70kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0] b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue73kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[] b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM:}z*z*zb*RZreasonOperatorKernelvalue74kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[0, 0, 23] j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     a  a a aa b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue77kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[] b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue78kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0] b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue81kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[] b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM:}z*z*zb*RZreasonOperatorKernelvalue82kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[0, 0, 23] j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     a  a a aa b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue85kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[] b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue86kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0] b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue89kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[] b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM:}z*z*zb*RZreasonOperatorKernelvalue90kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[0, 0, 23]j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     a  a a aa b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue93kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[] b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue94kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0] b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue97kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[] b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM:}z*z*zb*RZreasonOperatorKernelvalue98kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[0, 0, 23]j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     a  a a aa b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2a"aZez*z*z*j**b*RreasonOperatorKernelvalue101kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[] b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2Y"YZ]z*z*j**zb*RbreasonOperatorKernelvalue102kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0] b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2a"aZez*z*z*j**b*RreasonOperatorKernelvalue105kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[] b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2I"IZM:}z*z*zb*RZreasonOperatorKernelvalue106kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[0, 0, 23]j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     a  a a aa b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2a"aZez*z*z*j**b*RreasonOperatorKernelvalue109kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[] b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2Y"YZ]z*z*j**zb*RbreasonOperatorKernelvalue110kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0] b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2a"aZez*z*z*j**b*RreasonOperatorKernelvalue113kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[] b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2I"IZM:}z*z*zb*RZreasonOperatorKernelvalue114kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[0, 0, 23]j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     a  a a aa b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2a"aZez*z*z*j**b*RreasonOperatorKernelvalue117kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[] b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2Y"YZ]z*z*j**zb*RbreasonOperatorKernelvalue118kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0] b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2a"aZez*z*z*j**b*RreasonOperatorKernelvalue121kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[] b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2I"IZM:}z*z*zb*RZreasonOperatorKernelvalue122kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[0, 0, 23]v bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     e  e e ii b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2a"aZez*z*z*jB*b*RreasonOperatorKernelvalue125kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements2000usefulCycles646.875physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[] b!Uoperation.6attention_softmax_d72_p64_tail_f16,U:UzY2Y"YZ]z*z*j**zb*RbreasonOperatorKernelvalue126kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 25, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles1260physicalWorkCycles1332workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 25, 0] b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2a"aZez*z*z*jB*b*RreasonOperatorKernelvalue129kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements2000usefulCycles646.875physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[] b!operation.6attention_merge_v72_p80_out16_f16(M:MzQ2QQZU2z*z*zz*b*RZreasonOperatorKernelvalue31kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: true }outputElements1656input0Elements1840input1Elements46input2Elements1702invocations1uniformInvocationstruearguments[0, 1, 23]H bJ7Qwoperation.6exchange :2"b!reasonLayoutRearrangementvalue130invocations1\9]]5;5Y;_Y}_}  11UUyy  --QQuu))MMqq%%IImm!!EEii A DAeDheh=@=a@dad   9 GPQ--`` XG"G"??(((d?d?daaFTF(( D -|-|OOq^q^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GPW--`` XG"G"??(((d?d?daaFTF(( D -|-|OOq^q^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GPW--`` XG"G"??(((d?d?daaFTF(( D -|-|OOq^q^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GPW--`` XG"G"??(((d?d?daaFTF(( D -|-|OOq^q^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile 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j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GPi . .`` XY"Y"QQ%((%(d//QdQdssFTF(( D ?|?|aa^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile 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b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GPi . .`` XY"Y"QQ%((%(d//QdQdssFTF(( D ?|?|aa^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  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b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GPc . .`` XS"S"KK(((d))KdKdmmFTF(( D 9|9|[[}^}^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile 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G B J G O J R O W R Z W _ Z b _ g b j g o j r o w r z w  z                                                 ii     ''//77??GGOOWW__ggoiqowqywy   b)aoperation.0gemm_f16_init_large_rows_interleaved_k80_c48_r72_r740]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue8kernelSpecGemm { multiply: F16, accumulate: F16, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 48 }outputElements3552input0Elements5920input1Elements3840usefulCycles4440physicalWorkCycles4440workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]( bJ7M7operation.0exchange :z2breasonOperatorInputsvalue6invocations1 ;++ bz-operation.0reduce_sum_f160]:]za2aaZeqzu*uzy*yz}*}j"" b*RRreasonOperatorKernelvalue6kernelSpecReductionSum { partials: 2 }outputElements3552input0Elements3552input1Elements3552usefulCycles888physicalWorkCycles888workEstimateBasisvector reduction add issue slotsinvocations1uniformInvocationstruearguments[1, 3552]8( J'=g>exchange : breasonLayoutRearrangementinvocations1""**22::BBJJRRZ __dlltt||  $$,,44<<DDLLTT\\ddlltt||  $$,,44<<DDLLTT\\ddlltt||  $ PP PP P     ""**22::BBJJRRZZbbjjrrzz         ( ( 0 0 8 8 @ @ H H P P X X ` ` h h p p x x                         ( ( 0 0 8 8 @ @ H H P P X X ` ` h h p p x x                                   ( ( 0 0 8 8 @ @ H H P P X X ` ` h h p p x x                       $ $ , , 4 4 < < D D L L T T \ \ d d l l t t | |                                        $  % $ , % - , 4 - 5 4 < 5 = < D = E D L E M L T M U T \ U ] \ d ] e d l e m l t m u t | u } | }                                     $%$,%-,4-54<5=<D=EDLEMLTMUT\U]\d]edlemltmut|u}|}    $%$,%-,4-54<5=<D=EDLEMLTMUT\U]\d]edlemltmut|u}|}  %%--55==EEMMUU]]eemmuu}}  ""**22::BBJJRRZZbbjjrrzz  ""**22::BBJJRRZZbbjjrrzz   "$"*$,*2,42:4<:B<DBJDLJRLTRZT\Zb\dbjdljrltrzt|z|    "$"*$,*2,42:4<:B<DBJDLJRLTRZT\Zb\dbjdljrltrzt|z|    "$"*$,*2,42:4<:B<DBJDLJRLTRZT\Zb\dbjdljrltrzt|z|    "$"*$,*2,42:4<:B<DBJDLJRLTRZT\Zb\dbjdljrltrzt|z|  ""**22::BBJJRRZZbbjjrrzz  ""**22::BBJJRRZZbbjjrrzz  ""**22::BBJJRRZZbbjjrrzz  ##++33;;CCKKSS[ a aa  a 1&9&9&A&A&I&I&Q&Q&Y&Y&a&a&i&i&q&q&y&y&&&&&&&&&&&&&&&&&&&&&&&&&&&&&&&&&'' ' '''''''!''#'!')'#'+')'1'+'3'3';';'C'C'K'K'S'S'['['c'c'k'k's's'{'{'''''''''''''''''' bwoperation.1copy_strided_u645:5R9299299B9]baai*iRmreasonLocalCopyvalue14bytes96patternStrided { rows: 3, row_bytes: 32, source_stride: 2368, destination_stride: 32 }invocations30uniformInvocationstruearguments[4, 3, 2368, 32]# b)aoperation.1gemm_f16_init_large_rows_interleaved_k80_c48_r72_r740]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue14kernelSpecGemm { multiply: F16, accumulate: F16, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 48 }outputElements3552input0Elements5920input1Elements3840usefulCycles4440physicalWorkCycles4440workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]( bJ7M7operation.1exchange :z2breasonOperatorInputsvalue12invocations1 ;++% bz-operation.1reduce_sum_f160]:]za2aaZeqzu*uzy*yz}*}j"" b*RRreasonOperatorKernelvalue12kernelSpecReductionSum { partials: 2 }outputElements3552input0Elements3552input1Elements3552usefulCycles888physicalWorkCycles888workEstimateBasisvector reduction add issue slotsinvocations1uniformInvocationstruearguments[1, 3552]  * J'=g>exchange : breasonLayoutRearrangementinvocations1""**22::BBJJRRZ __dlltt||  $$,,44<<DDLLTT\\ddlltt||  $$,,44<<DDLLTT\\ddlltt||  $ PP PP P    ""**22::BBJJRRZZbbjjrrzz                      % % - - 5 5 = = E E M M U U ] ] e e m m u u } }                        % % - - 5 5 = = E ? G E M G O M U O W U ] W _ ] e _ g e m g o m u o w u } w  }                     %%--55==EEMMUU]]eemmuu}}  %%--55==EEMMUU]]eemmuu}w}  %'%-'/-5/75=7?=E?GEMGOMUOWU]W_]e_gemgomuowu}w}  %'%-'/-5/75=7?=E?GEMGOMUOWU]W_]e_gemgomuowu}w}  %'%-'/-5/75=7?=E?GEMGOMUOWU]W_]e_gemgomuowu}w}  %'%-'/-5/75=7?=E?GEMGOMUOWU]W_]e_gemgomuowu}w}  %'%-'/-5/75=7?=E?GEMGOMUOWU]W_]e_gemgomuowu}w}  %&%-&.-5.65=6>=E>FEMFNMUNVU]V^]e^femfnmunvu}v~}~    "$"*$,*2,42:4<:B<DBJDLJRLTRZT\Zb\dbjdljrltrzt|z|    "$"*$,*2,42:4<:B<DBJDLJRLTRZT\Zb\dbjdljrltrzt|z|  ""**22::BBJJRRZZbbjjrrzz  ##++33;;CCKKSS[[cckkss{{  ##++33;;CCKKSS[[cckkss{{  ##++33;;CCKKSS[[cckkss{{  ##+       6! 6!6" 6""(((((((&(&(.(.(6(6(>(>(F(F(N(N(V(V(^(^(f(f(n(n(v(v(~(~((((((((((((((((((((((((((((((((((((()()))))))) ) )()()0)0)8)8)@)@)H)H)P)P)X)X)`)`)h)h)p)p)x)x)))))))) ' bwoperation.2copy_strided_u645:5R9299299B9]baai*iRmreasonLocalCopyvalue20bytes96patternStrided { rows: 3, row_bytes: 32, source_stride: 2368, destination_stride: 32 }invocations30uniformInvocationstruearguments[4, 3, 2368, 32] E b)aoperation.2gemm_f16_init_large_rows_interleaved_k80_c48_r72_r740]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue20kernelSpecGemm { multiply: F16, accumulate: F16, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 48 }outputElements3552input0Elements5920input1Elements3840usefulCycles4440physicalWorkCycles4440workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[] ( bJ7M7operation.2exchange :z2breasonOperatorInputsvalue18invocations1 ;++ G bz-operation.2reduce_sum_f160]:]za2aaZeqzu*uzy*yz}*}j"" b*RRreasonOperatorKernelvalue18kernelSpecReductionSum { partials: 2 }outputElements3552input0Elements3552input1Elements3552usefulCycles888physicalWorkCycles888workEstimateBasisvector reduction add issue slotsinvocations1uniformInvocationstruearguments[1, 3552]H brwoperation.6fill_zero_u645:5=2==ZA]za*abeem*mRqBreasonLayoutRearrangementvalue32kernelSpecFillZero { offset: 2960, bytes: 720, padding_only: false }outputElements1840invocations1uniformInvocationstruearguments[15, 0]I brwoperation.6fill_zero_u645:5=2==ZA]za*abeem*mRqBreasonLayoutRearrangementvalue33kernelSpecFillZero { offset: 528, bytes: 3568, padding_only: false }outputElements2048invocations1uniformInvocationstruearguments[74, 2]J brwoperation.6fill_zero_u645:5=2==ZA]za*abeem*mRqBreasonLayoutRearrangementvalue34kernelSpecFillZero { offset: 48, bytes: 4048, padding_only: false }outputElements2048invocations1uniformInvocationstruearguments[84, 2] bJ'AMoperation.6exchange : breasonLayoutRearrangementinvocations1D''//77??GGOOWW__ggooww''//77??GGOOWW__ggooww''//77??GGOOWW__ggooww  '#+'/+//73;7?;??GCKGOKOOWS[W_[__gckgokoows{w{  '"*'++3/7377?:B?CCKGOKOOWRZW[[c_gcggojross{w{  #'#''/*2/33;7?;??GBJGKKSOWSWW_Zb_cckgokoowpxw{x{ ' ('/(0/7087?8@?G@HGOHPOWPXW_X`_g`hgohpowpxxx||   $ ($,(0,4084<8@<D@HDLHPLTPXT\X`\d`hdlhpltpxtxx|  ((0088@@HHPPXX``hhppxx                    '  $ $ ( ( , ( , , 0 / 7 0 4 4 8 8 < 8 < < @ ? G @ D D H H L H L L P P X T \ X ` \ ` ` h d l h p l p p x t | x |                                      ( ( 0 0 8 8 @ @ H H P P X X ` ` h h p p x x                         ( ( 0 0 8 8 @ @ H H P P X X ` ` h h p p x x                                          $  ( $ , ( 0 , 4 0 8 4 < 8 @ < D @ H D L H P L T P X T \ X ` \ d ` h d l h p l t p x t | x |                                     ( ( 0 0 8 8 @ @ H H P P X X ` ` h h p p x x                      ""**22::BBJJRRZZbbjjrrzz~~  ""**22::BBJJRRZZbbjjrrzz  ""**22::BBJJRRZZbbjjrrzz''//77??GGOOWW__ggooww''//77??GGKKOOSSWW[[__ccggkkoossww{{  ##''++//3377;;??CCGGKKOOSSWW[[__cckpttxx||  ((0088@@HHPPXX``hhppxx  ((0088@@HHPPXX``hhppxx   $ ($,(0,4084<<DDLLTT\\ddlltt||  $$,,44<<DDLLTT\\ddlltt||    $$((0088@@HHPPXX``hhppxx  ((0086>8@@HHPPXX``hhppxt|x|   ((0088@@HHLLPPTTXX\\``ddhhllppttxx||  %%--55==EEMMUU]]eemmuu}}  %%--55==EEMMUU]]eemmuu}L b-operation.6rearrange_row_major_to_amp_f16_o2_r64_p64_c32_p32_b64x16,U:U]2]]Zaz*z*j* * 1b55=*=RAreasonLayoutRearrangementvalue34kernelSpecRearrange { from: Layout { order: RowMajor, tiling: TensorTiling { tile_count: 1, replicas: 1, axes: [] }, memory_class: Ipu21Standard }, to: Layout { order: BlockMajor(Matrix { row_block: 64, column_block: 16 }), tiling: TensorTiling { tile_count: 48, replicas: 1, axes: [AxisTiling { axis: FromStart(0), partitions: 2, padding_groups: 1, block_size: 1, padding_multiple: 1, shard_padding_multiple: 1, padding: Reject, tile_stride: Some(1) }, AxisTiling { axis: FromStart(1), partitions: 12, padding_groups: 1, block_size: 64, padding_multiple: 64, shard_padding_multiple: 1, padding: Zero, tile_stride: Some(4) }, AxisTiling { axis: FromStart(2), partitions: 2, padding_groups: 1, block_size: 16, padding_multiple: 16, shard_padding_multiple: 1, padding: Zero, tile_stride: Some(2) }] }, memory_class: Ipu21Standard } }outputElements2048input0Elements2048usefulCycles1024physicalWorkCycles1024workEstimateBasisdense copy baseline: 8-byte load + store / 2 issue slotsinvocations1uniformInvocationstruearguments[64, 64, 2, 32, 32, 1]j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     a  a a aaN b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue37kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]O b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue38kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0]P b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue41kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]Q b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM2}z*z*zb*RZreasonOperatorKernelvalue42kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: true, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[1, 0, 23]j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1< a a a         a  a a CC aaS b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue45kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]T b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue46kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0]U b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue49kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]V b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM:}z*z*zb*RZreasonOperatorKernelvalue50kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[0, 0, 23] j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     a  a a aaX b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue53kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]Y b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue54kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0] Z b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue57kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]![ b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM:}z*z*zb*RZreasonOperatorKernelvalue58kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[0, 0, 23]" j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     a  a a aa#] b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue61kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]$^ b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue62kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0]%_ b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue65kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]&` b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM:}z*z*zb*RZreasonOperatorKernelvalue66kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[0, 0, 23]' j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     a  a a aa(b b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue69kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[])c b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue70kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0]*d b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue73kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]+e b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM:}z*z*zb*RZreasonOperatorKernelvalue74kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[0, 0, 23], j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     a  a a aa-g b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue77kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[].h b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue78kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0]/i b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue81kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]0j b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM:}z*z*zb*RZreasonOperatorKernelvalue82kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[0, 0, 23]1 j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     a  a a aa2l b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue85kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]3m b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue86kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0]4n b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue89kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]5o b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM:}z*z*zb*RZreasonOperatorKernelvalue90kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[0, 0, 23]6j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     a  a a aa7q b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue93kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]8r b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue94kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0]9s b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue97kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]:t b! 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(!)(0)108198@9A@HAIHPIQPXQYX`Ya`haihppxx b)aoperation.0gemm_f16_init_large_rows_interleaved_k80_c48_r72_r740]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue8kernelSpecGemm { multiply: F16, accumulate: F16, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 48 }outputElements3552input0Elements5920input1Elements3840usefulCycles4440physicalWorkCycles4440workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]( bJ7M7operation.0exchange :z2breasonOperatorInputsvalue6invocations1  ;++ bz-operation.0reduce_sum_f160]:]za2aaZeqzu*uzy*yz}*}j"" b*RRreasonOperatorKernelvalue6kernelSpecReductionSum { partials: 2 }outputElements3552input0Elements3552input1Elements3552usefulCycles888physicalWorkCycles888workEstimateBasisvector reduction add issue slotsinvocations1uniformInvocationstruearguments[1, 3552]8( J'=Iexchange : breasonLayoutRearrangementinvocations1l;CCKKSS[[cckkss{{  ##++33;;CCKKSS[[cckkss{{  ##++33;;CCKKSS[[cckkss{{  ##++33;>FFNNVV^^ffnnvv~~ {&&./77??GGOOWW__ggooww{  #'#+'/+3/73;7?;C?GCKGOKSOWS[W_[c_gckgoksows{w{  #'#+'/+3/73;7?;CCKKSS[[cckkss{{  ##++33;;CCKKSS[[cckkss{       % % - - 5 5 = = E E M M U U ] ] e e m m u u } }                          ! ! ) ) 1 1 9 9 A A I I Q Q Y Y a a i i q q y y                                         !  % ! ) % - ) 1 - 5 1 9 5 = 9 A = E A I E M I Q M U Q Y U ] Y a ] e a i e m i q m u q y u } y }                                              !  % ! ) % - ) 1 - 5 1 9 5 = 9 A = E A I E M I Q M U Q Y U ] Y a ] e a i e m i q m u q y u } y }                                     !%!)%-)1-5195=9A=EAIEMIQMUQYU]Ya]eaiemiqmuqyu}y}  %%--55==EEMMUU]]eemmuu}}  ##++33;;CCKKSS[[cckkss{{  ##++33;;CCKKSS[[cckkss{{  #&#+&.+3.63;6>;C>FCKFNKSNVS[V^[c^fckfnksnvs{v~{~  #&#+&.+3.63;6>;C>FCKFNKSNVS[V^[c^fckfnksnvs{v~{~  #&#+&.+3.63;6>;C>FCKFNKSNVS[V^[c^fckfnksnvs{v~{~  #&#+&.+3.63;6>;C>FCKFNKSNVS[V^[c^fckfnksnvs{v~{~   #$#+$,+3,43;4<;C<DCKDLKSLTS[T\[c\dckdlkslts{t|{|    #$#+$,+3,43;4<;C<DCKDLKSLTS[T\[c\dckdlkslts{t|{|    #$#+$,+3,43;4<;C<DCKDLKSLTS[T\[c\dckdlkslts{t|{|  ##+ \\ \\ \ C    \! \!\" \"\# \##&&&#&#&+&+&3&2&:&3&;&:&B&;&C&B&J&C&K&J&R&K&S&R&Z&S&[&Z&b&[&c&b&j&c&k&j&r&k&s&r&z&s&{&z&&{&&&&&&&&&&&&&&&&&&&&&&&&&&&&&&&&&&&&&&&&&&&&&&&&&&&&&&&&&&&&&&&'&'' '' ' '' '''''"'"'*'*'2' b)aoperation.1gemm_f16_init_large_rows_interleaved_k80_c48_r72_r740]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue14kernelSpecGemm { multiply: F16, accumulate: F16, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 48 }outputElements3552input0Elements5920input1Elements3840usefulCycles4440physicalWorkCycles4440workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]( bJ7M7operation.1exchange :z2breasonOperatorInputsvalue12invocations1  ;++ bz-operation.1reduce_sum_f160]:]za2aaZeqzu*uzy*yz}*}j"" b*RRreasonOperatorKernelvalue12kernelSpecReductionSum { partials: 2 }outputElements3552input0Elements3552input1Elements3552usefulCycles888physicalWorkCycles888workEstimateBasisvector reduction add issue slotsinvocations1uniformInvocationstruearguments[1, 3552] * J'=Iexchange : breasonLayoutRearrangementinvocations1l;CCKKSS[[cckkss{{  ##++33;;CCKKSS[[cckkss{{  ##++33;;CCKKSS[[cckkss{{  ##++33;>FFNNVV^^ffnnvv~~ {&&./77??GGOOWW__ggooww{  #'#+'/+3/73;7?;C?GCKGOKSOWS[W_[c_gckgoksows{w{  #'#+'/+3/73;7?;CCKKSS[[cckkss{{  ##++33;;CCKKSS[[cckkss{       % % - - 5 5 = = E E M M U U ] ] e e m m u u } }                            ''//77??GGOOWW__gfngonvowv~w~&'&.'/.6/76>7?>F?GFNGONVOWV^W_^f_gfngonvowv~w~&'&.'/.6/76>7?>F?GFNGONVOWV^W_^f_gfngonvowv~w~&'&.'/.6/76>7?>F?GFNGONVOWV^W_^f_gfngonvowv~w~&&..66>>FFNNVV^^ffnnvv~~&&..66>>FFNNVV^^ffnnvv~~&'&.'/.6/76>7?>F?GFNGONVOWV^W_^f_gfngonvowv~w~&'&.'/.6/76>7?>F?GFNGONVOWV^W_^f_gfngonvowv~w~  #'#+'/+3/73;7?;C?GCKGOKSOWS[W_[c_gckgoksows{w{  #'#+'/+3/73;7?;C?GCKGOKSOWS[W_[c_gckgoksows{w{  ##++33;;CCKKSS[[cckkss{{    $%$,%-,4-54<5=<D=EDLEMLTMUT\U]\d]edlemltmut|u}|}    $%$,%-,4-54<5=<D=EDLEMLTMUT\U]\d]edlemltmut|u}|}    $%$,%-,4-54<5=<D=EDLEMLTMUT\U]\d]edlemltmut|u}|} xx xx  x ! ! !" "x# x#x$ x$x% x%%'''''(((((((((((((( (('( ((('(/(((0(/(7(0(8(7(?(8(@(?(G(@(H(G(O(H(P(O(W(P(X(W(_(X(`(_(g(`(h(g(o(h(p(o(w(p(x(w((x((((((((((((((((((((((((((((((((((((((((((((((((((((((((((((()  b)aoperation.2gemm_f16_init_large_rows_interleaved_k80_c48_r72_r740]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue20kernelSpecGemm { multiply: F16, accumulate: F16, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 48 }outputElements3552input0Elements5920input1Elements3840usefulCycles4440physicalWorkCycles4440workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[] ( bJ7M7operation.2exchange :z2breasonOperatorInputsvalue18invocations1  ;++  bz-operation.2reduce_sum_f160]:]za2aaZeqzu*uzy*yz}*}j"" b*RRreasonOperatorKernelvalue18kernelSpecReductionSum { partials: 2 }outputElements3552input0Elements3552input1Elements3552usefulCycles888physicalWorkCycles888workEstimateBasisvector reduction add issue slotsinvocations1uniformInvocationstruearguments[1, 3552]  brwoperation.6fill_zero_u645:5=2==ZA]za*abeem*mRqBreasonLayoutRearrangementvalue32kernelSpecFillZero { offset: 2960, bytes: 720, padding_only: false }outputElements1840invocations1uniformInvocationstruearguments[15, 0]  brwoperation.6fill_zero_u645:5=2==ZA]za*abeem*mRqBreasonLayoutRearrangementvalue33kernelSpecFillZero { offset: 528, bytes: 3568, padding_only: false }outputElements2048invocations1uniformInvocationstruearguments[74, 2] brwoperation.6fill_zero_u645:5=2==ZA]za*abeem*mRqBreasonLayoutRearrangementvalue34kernelSpecFillZero { offset: 48, bytes: 4048, padding_only: false }outputElements2048invocations1uniformInvocationstruearguments[84, 2] bJ'AQoperation.6exchange : breasonLayoutRearrangementinvocations1l""**..66::B=AAIBFFNIMMUNRRZW[Z^^f^ffjjrnrrvrzv~z~~~  "&"&&*&.*2.2262:6>:>>B>FBJFJJNJRNVRVVZV^Zb^bbfbjfnjnnrnvrzvzz~z~    """&"*&.*..64<6::B=ABFFNLTNRRZUYZ^^fdlfjjrmqrvv~|~    $$,,0088<<DDHHPPTT\\``hhllttxx  ((,,4488@<D@DDLDLLPLTPXT\X\\ddhhppttxx    #""*#''/*2/32:3;;??G@HHPHLLTPXTXX`X``h`ddlhplppxpxxy}}''//77??GGOOWW__ggooww''//77??GGOOWW__ggooww''//77??GGOOWW__ggooww        ' ' / / 7 7 ? ? G G O O W W _ _ g g o o w w                           ' ' / / 7 7 ? ? G G O O W W _ _ g g o o w w                           ' ' / / 7 7 ? ? G G O O W W _ _ g g o o w w                         " " * * 2 2 : : B B F F J J N N R R V V Z Z ^ ^ b b f f j j n n r r v v z z ~ ~                                " " & & * * . . 2 2 6 6 : : > > B G O O W W _ _ g i q q y y                     !#++33;;CCKKSS[[cckkss{{  ##++33;;CCKKSS[[cckkss{{  ##++33;;??CCGGKKOOSSWW[[__ccggkkoossww{{  ##++//77;;CCGGOOSS[[__ggkkssww%=EEMMUU]]eemmuu}}  %%--55==EEMMUU]]eltt||  ''//77?9A?GAIGOIQOWQYW_Ya_gaigoiqowqywy    !!!)!))1)119199A9AAIAIIQIQQYYaaiiqqyy   !!%%))--115599=9A=AAEAIEIIMIQMQQUQYUYY]Ya]aaeaieiimiqqyy  !!))1199AAIIQQYYaaiiqqyy  %%--55==EEMLTMUT\U]]e`demhlmqquuyw{y}}  ""**22::BBJJRRZZbbjjrrzz  ""**22::BBJJRRZZbbjjrksrzs{z{    """*"**2*22:2::B:>>BBJFJJRRVVZZ^^bbffjjnnrrvvzz~~ #""*%-*.-5.66:9A:BBFEMFNNRQYRZZ^]e^ffjgojrowrvv~w~ b-operation.6rearrange_row_major_to_amp_f16_o2_r64_p64_c32_p32_b64x16,U:U]2]]Zaz*z*j* * 1b55=*=RAreasonLayoutRearrangementvalue34kernelSpecRearrange { from: Layout { order: RowMajor, tiling: TensorTiling { tile_count: 1, replicas: 1, axes: [] }, memory_class: Ipu21Standard }, to: Layout { order: BlockMajor(Matrix { row_block: 64, column_block: 16 }), tiling: TensorTiling { tile_count: 48, replicas: 1, axes: [AxisTiling { axis: FromStart(0), partitions: 2, padding_groups: 1, block_size: 1, padding_multiple: 1, shard_padding_multiple: 1, padding: Reject, tile_stride: Some(1) }, AxisTiling { axis: FromStart(1), partitions: 12, padding_groups: 1, block_size: 64, padding_multiple: 64, shard_padding_multiple: 1, padding: Zero, tile_stride: Some(4) }, AxisTiling { axis: FromStart(2), partitions: 2, padding_groups: 1, block_size: 16, padding_multiple: 16, shard_padding_multiple: 1, padding: Zero, tile_stride: Some(2) }] }, memory_class: Ipu21Standard } }outputElements2048input0Elements2048usefulCycles1024physicalWorkCycles1024workEstimateBasisdense copy baseline: 8-byte load + store / 2 issue slotsinvocations1uniformInvocationstruearguments[64, 64, 2, 32, 32, 1]j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     a  a a aa b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue37kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[] b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue38kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0] b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue41kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[] b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM2}z*z*zb*RZreasonOperatorKernelvalue42kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: true, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[1, 0, 23]j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1< a a a         a  a a BB aa b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue45kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[] b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue46kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0] b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue49kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[] b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM:}z*z*zb*RZreasonOperatorKernelvalue50kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[0, 0, 23] j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     a  a a aa b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue53kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[] b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue54kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0] b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue57kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[] b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM:}z*z*zb*RZreasonOperatorKernelvalue58kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[0, 0, 23] j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     a  a a aa!! b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue61kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]"" b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue62kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0]## b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue65kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]$$ b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM:}z*z*zb*RZreasonOperatorKernelvalue66kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[0, 0, 23]% j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     a  a a aa&& b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue69kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]'' b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue70kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0](( b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue73kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[])) b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM:}z*z*zb*RZreasonOperatorKernelvalue74kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[0, 0, 23]* j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     a  a a aa++ b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue77kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[],, b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue78kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0]-- b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue81kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[].. b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM:}z*z*zb*RZreasonOperatorKernelvalue82kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[0, 0, 23]/ j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     a  a a aa00 b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue85kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]11 b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue86kernelSpecAttentionSoftmax { 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}outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[0, 0, 23]4j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     a  a a aa55 b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue93kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]66 b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue94kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0]77 b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue97kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]88 b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM:}z*z*zb*RZreasonOperatorKernelvalue98kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[0, 0, 23]9j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     a  a a aa:: 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F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]== b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2I"IZM:}z*z*zb*RZreasonOperatorKernelvalue106kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[0, 0, 23]>j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     a  a a aa?? b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2a"aZez*z*z*j**b*RreasonOperatorKernelvalue109kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]@@ b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2Y"YZ]z*z*j**zb*RbreasonOperatorKernelvalue110kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0]AA b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2a"aZez*z*z*j**b*RreasonOperatorKernelvalue113kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]BB b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2I"IZM:}z*z*zb*RZreasonOperatorKernelvalue114kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[0, 0, 23]Cj bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     a  a a aaDD b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2a"aZez*z*z*j**b*RreasonOperatorKernelvalue117kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]EE 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G G O O W W _ _ g g o o w w                           ' ' / / 7 7 ? ? G G O O W W _ _ g g o o w w                           ' ' / / 7 7 ? ? G G O O W W _ _ g g o o w w                                 ''//77??GGOOWW__ggogoowowww''//77??GGOOWW__g b)aoperation.0gemm_f16_init_large_rows_interleaved_k80_c48_r72_r740]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue8kernelSpecGemm { multiply: F16, accumulate: F16, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 48 }outputElements3552input0Elements5920input1Elements3840usefulCycles4440physicalWorkCycles4440workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]( bJ7M7operation.0exchange :z2breasonOperatorInputsvalue6invocations1 =-- bz-operation.0reduce_sum_f160]:]za2aaZeqzu*uzy*yz}*}j"" b*RRreasonOperatorKernelvalue6kernelSpecReductionSum { partials: 2 }outputElements3552input0Elements3552input1Elements3552usefulCycles888physicalWorkCycles888workEstimateBasisvector reduction add issue slotsinvocations1uniformInvocationstruearguments[1, 3552]8( J'=Iexchange : breasonLayoutRearrangementinvocations1h=EEMMUU]]eemmuu}}  %%--55==EEMMUU]]eemmuu}}  %%--55==EEMMUU]]eemmuu}}  %%--55=?GGOOWW__ggooww yy''//77??GGOOWW__ggoowwy  !'!)'/)1/7197?9A?GAIGOIQOWQYW_Ya_gaigoiqowqywy''//77?         ( ( 0 0 8 8 @ @ H H P P X X ` ` h h p p x x                         ( ( 0 0 8 8 @ @ H H P P X X ` ` h h p p x x                         ( ( 0 0 8 8 @ @ H H P P X X ` ` h h p p x x                   $ $ , , 4 4 < < D D L L T T \ \ d d l l t t | |                        $ $ , , 4 4 < < D D L L T T \ \ d d l l t t | |                   $$,,44<<DDLLTT\\ddlltt||    $$$,$,,4,44<4<<D<DDLDLLTLTT\T\\d\ddldlltltt|t|||  $$,,44<<DDLLTT\\ddlltt||    "$"*$,*2,42:4<:B<DBJDLJRLTRZT\Zb\dbjdljrltrzt|z|    "$"*$,*2,42:4<:B<DBJDLJRLTRZT\Zb\dbjdljrltrzt|z|  ""**22::BBJJRRZZbbjjrrzz  ""**22::BBJJRRZZbbjjrrzz  ""**22:9A:BAIBJIQJRQYRZYaZbaibjiqjrqyrzyz    "#"*#+*2+32:3;:B;CBJCKJRKSRZS[Zb[cbjckjrksrzs{z{    "#"*#++33;;CCKKSS[[cckkss{{  ##++33;;CCKKSS[[cckkss{{  ##++33;;CCKKSS[[cckkss{{  ##+*2+32:3;:B;CBJCKJRKSRZS[Zb[cbjckjrksrzs{z{  ##++33;;CCKKSS[[cckkss{{  ##++33;  !!))1199AAIIQQYYaaiiqqyy  !!))1199AAIIQQYYaaiiqqyy    1! 1!1" 1"1# 1## #$ $% %1&1&9&9&A&A&I&I&Q&Q&Y&Y&a&a&i&i&q&q&y&y&&&&&&&&&&&&&&&&&&&&&&&&&&&&&&&&&'' ' '''''''!''!'!')'!')')'1')'1'1'9'9'A'A'I'I'Q'Q'Y'Y'a'a'i'i'q'q'y'y'''''''''''''''''''''''''''''''''(( ( (( b)aoperation.1gemm_f16_init_large_rows_interleaved_k80_c48_r72_r740]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue14kernelSpecGemm { multiply: F16, accumulate: F16, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 48 }outputElements3552input0Elements5920input1Elements3840usefulCycles4440physicalWorkCycles4440workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]( bJ7M7operation.1exchange :z2breasonOperatorInputsvalue12invocations1 =-. bz-operation.1reduce_sum_f160]:]za2aaZeqzu*uzy*yz}*}j"" b*RRreasonOperatorKernelvalue12kernelSpecReductionSum { partials: 2 }outputElements3552input0Elements3552input1Elements3552usefulCycles888physicalWorkCycles888workEstimateBasisvector reduction add issue slotsinvocations1uniformInvocationstruearguments[1, 3552] * J'=Iexchange : breasonLayoutRearrangementinvocations1h=EEMMUU]]eemmuu}}  %%--55==EEMMUU]]eemmuu}}  %%--55==EEMMUU]]eemmuu}}  %%--55=?GGOOWW__ggooww yy''//77??GGOOWW__ggoowwy  !'!)'/)1/7197?9A?GAIGOIQOWQYW_Ya_gaigoiqowqywy''//77?u } }                        % % - - 5 5 = = E E M M U U ] ] e e m m u u } }                        % % - - 5 5 = = E E M M U U ] ] e e m m u u } }                   %%--55==Eemmuu}}    $%$,%-,4-54<5=<D=EDLEMLTMUT\U]\d]eemfnmunvu}v~}~  %&%-&.-5.65=6>=E>FEMFNMUNVU]V^]e^femfnmunvu}v~}~  %&%-&.-5.65=6>=E>FEMFNMUNVU]V^]e^femfnmunvu}v~}~  %&%-&.-5.65=6>=E>FEMFNMUNVU]V^]e^femfnmunvu}v~}~  %%--55==EEMMUU]]eemmuu}}  %%--55==EEMMUU]]eemmuu}}  %%--55==EEMMUU]]eemmuu}}  ""**22::BBJJRRZZbbjjrrzz  "'"*'/*2/72:7?:B?GBJGOJROWRZW_Zb_gbjgojrowrzwz  "'"*'/*2/72:7?:B?GBJGOJROWRZW_Zb_gbjgojrowrzwz''//77??GGOOWW__ggooww  %%--55==EEMMUU]]eemmuu}}  %%--55==EEMMUU]]eemmuu}}    #%#+%-+3-53;5=;C=ECKEMKSMUT\U]\d]edlemltmut|u}|}  %%--55==EEMMUU]]eemmuu}}&&..66>>FFNNVV^^ffnnvv~~&&..66>>FFNNVV^^ffnnvv~~        & & . . 6 6 > > F F N N V V ^ ^ f f n n v v ~ ~  ! !" "# #$ $% %% %& &' '((((((((&(&(.(.(6(6(>(>(F(F(N(N(V(V(^(^(f(f(n(n(v(v(~(~((((((((((((((((((((((((((((((((((((((()())))))))&)&).).)6)6)>)>)F)F)N)N)V)V)^)^)f)f)n)n)v)v)~)~))))))))))))))))))))))))))  b)aoperation.2gemm_f16_init_large_rows_interleaved_k80_c48_r72_r740]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue20kernelSpecGemm { multiply: F16, accumulate: F16, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 48 }outputElements3552input0Elements5920input1Elements3840usefulCycles4440physicalWorkCycles4440workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[] ( bJ7M7operation.2exchange :z2breasonOperatorInputsvalue18invocations1 =-.  bz-operation.2reduce_sum_f160]:]za2aaZeqzu*uzy*yz}*}j"" b*RRreasonOperatorKernelvalue18kernelSpecReductionSum { partials: 2 }outputElements3552input0Elements3552input1Elements3552usefulCycles888physicalWorkCycles888workEstimateBasisvector reduction add issue slotsinvocations1uniformInvocationstruearguments[1, 3552]  brwoperation.6fill_zero_u645:5=2==ZA]za*abeem*mRqBreasonLayoutRearrangementvalue32kernelSpecFillZero { offset: 2960, bytes: 720, padding_only: false }outputElements1840invocations1uniformInvocationstruearguments[15, 0]  bJ'AYoperation.6exchange : breasonLayoutRearrangementinvocations1l""**..66::B=EBFEMFNMUNRRZU]Z^]e^femfjjrmurvu}v~}~  %&%-&**2-5265=6>=E>BBJEMJNMUNVU]VZZb]ebfemfnmunrrzu}z~}~    "%"&%-&.-5/75=7;;C=ECGEMGOMUOSS[U][_]e_gemgkksmutxu}{}    %##+%-+/-5/75=7;;C=EDHEMJRMUTXU]Zb]ecgemgomuoss{u}{}    #%#'%-'/-5/33;5=;??GGKKSSWY]]eimmuy}}   %)--59==EIMMUY]]eimmuy}{}    ###+#++3+33;3;;C;CCKCKKSKSS[S[[c[cckckkskss{s{{{    #$#+$,+3,43;4<;C<DCKDLKSLTS[T\[c\``dckdhhlkslppts{txx|{|    #%#+%-+3-53;5=;C=ECKEMKSMUS[U][c]eckemksmus{u}}       % % - - 5 5 = = E E M M U U ] ] e e m m u u } }                                             %  ( % - ( 0 - 5 0 8 5 = 8 @ = E @ H E M H P M U P X U ] X ` ] e ` h e m h p m u p x u } x }                                               %  ( % - ( 0 - 5 0 8 5 = 8 @ = E @ H E M H P M U P X U ] X ` ] e ` h e m h p m u p x u } x }                                               %  ( % - ( 0 - 5 0 8 5 = 8 @ = E @ H E M H P M U P X U ] X ` ] e ` h e m h p m u p x u } x }                          % % - - 5 5 = = E E M M U U ] ] e e m m u u } }                       !!))--5599AAEEMMQQYY]]eeiiqquu}}  $$,,44<<DDLLTT\\ddlltt||   # $#+$,+3,43;4<;C<DCKDLKSLTS[T\[c\dckdlkslts{t|{|   # (#+(0+3043;488<;C<@@DCKDHHLKSLPPTS[TXX\[c\``dckdhhlkslppxs{x{   # (#''+(0+//7087?8@?G@HGOHPOWPXW_X`_g`hgohpowpxwx ' ('/(0/7087?8@?G@DDHGOHLLPOWPTTXW_X\\`_g`ddhgohllpoww  $$,,44<<DDLLTT\\ddlltt||  $$,,44<<DDLLTT\\ddlltt||    $$((,,004488<<@@DDHHLLPPTTXX\\ddlltt||  $$,,44<<DDLLTT\\ddlltt||  $&$,&.,4.64<<DDLLTT\\ddlltt||  "  $"*$((,*22::BBJJRRZZ^^bbffj''//77??G b-operation.6rearrange_row_major_to_amp_f16_o2_r64_p64_c48_p48_b64x16,U:U]2]]Zaz*z*j* * 1b55=*=RAreasonLayoutRearrangementvalue34kernelSpecRearrange { from: Layout { order: RowMajor, tiling: TensorTiling { tile_count: 1, replicas: 1, axes: [] }, memory_class: Ipu21Standard }, to: Layout { order: BlockMajor(Matrix { row_block: 64, column_block: 16 }), tiling: TensorTiling { tile_count: 48, replicas: 1, axes: [AxisTiling { axis: FromStart(0), partitions: 2, padding_groups: 1, block_size: 1, padding_multiple: 1, shard_padding_multiple: 1, padding: Reject, tile_stride: Some(1) }, AxisTiling { axis: FromStart(1), partitions: 12, padding_groups: 1, block_size: 64, padding_multiple: 64, shard_padding_multiple: 1, padding: Zero, tile_stride: Some(4) }, AxisTiling { axis: FromStart(2), partitions: 2, padding_groups: 1, block_size: 16, padding_multiple: 16, shard_padding_multiple: 1, padding: Zero, tile_stride: Some(2) }] }, memory_class: Ipu21Standard } }outputElements3072input0Elements3072usefulCycles1536physicalWorkCycles1536workEstimateBasisdense copy baseline: 8-byte load + store / 2 issue slotsinvocations1uniformInvocationstruearguments[64, 64, 2, 48, 48, 1]j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     a  a a aa b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue37kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[] b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue38kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0] b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue41kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[] b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM2}z*z*zb*RZreasonOperatorKernelvalue42kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: true, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[1, 0, 23]j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     a  a a aa b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue45kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[] b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue46kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0] b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue49kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[] b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM:}z*z*zb*RZreasonOperatorKernelvalue50kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[0, 0, 23] j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1< A a A a A a     A  a A A a a aa b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue53kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[] b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue54kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0] b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue57kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[] b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM:}z*z*zb*RZreasonOperatorKernelvalue58kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[0, 0, 23] j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     a  a a aa b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue61kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]  b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue62kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0]!! b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue65kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]"" b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM:}z*z*zb*RZreasonOperatorKernelvalue66kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[0, 0, 23]# j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     a  a a aa$$ b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue69kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]%% b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue70kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0]&& b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue73kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]'' b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM:}z*z*zb*RZreasonOperatorKernelvalue74kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[0, 0, 23]( j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     a  a a aa)) b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue77kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]** b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue78kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0]++ b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue81kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[],, b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM:}z*z*zb*RZreasonOperatorKernelvalue82kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[0, 0, 23]- j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     a  a a aa.. b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue85kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]// b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue86kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0]00 b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue89kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]11 b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM:}z*z*zb*RZreasonOperatorKernelvalue90kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[0, 0, 23]2j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     a  a a aa33 b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue93kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]44 b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue94kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0]55 b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue97kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]66 b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM:}z*z*zb*RZreasonOperatorKernelvalue98kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[0, 0, 23]7j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     a  a a aa88 b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2a"aZez*z*z*j**b*RreasonOperatorKernelvalue101kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]99 b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2Y"YZ]z*z*j**zb*RbreasonOperatorKernelvalue102kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0]:: b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2a"aZez*z*z*j**b*RreasonOperatorKernelvalue105kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[];; b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2I"IZM:}z*z*zb*RZreasonOperatorKernelvalue106kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[0, 0, 23]<j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     a  a a aa== b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2a"aZez*z*z*j**b*RreasonOperatorKernelvalue109kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]>> b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2Y"YZ]z*z*j**zb*RbreasonOperatorKernelvalue110kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0]?? b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2a"aZez*z*z*j**b*RreasonOperatorKernelvalue113kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]@@ b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2I"IZM:}z*z*zb*RZreasonOperatorKernelvalue114kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[0, 0, 23]Aj bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     a  a a aaBB b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2a"aZez*z*z*j**b*RreasonOperatorKernelvalue117kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]CC b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2Y"YZ]z*z*j**zb*RbreasonOperatorKernelvalue118kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0]DD b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2a"aZez*z*z*j**b*RreasonOperatorKernelvalue121kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]EE b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2I"IZM:}z*z*zb*RZreasonOperatorKernelvalue122kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[0, 0, 23]Fv bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     i  i i qqGG b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2a"aZez*z*z*jB*b*RreasonOperatorKernelvalue125kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements2000usefulCycles646.875physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]HH b!Uoperation.6attention_softmax_d72_p64_tail_f16,U:UzY2Y"YZ]z*z*j**zb*RbreasonOperatorKernelvalue126kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 25, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles1260physicalWorkCycles1332workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 25, 0]II b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2a"aZez*z*z*jB*b*RreasonOperatorKernelvalue129kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements2000usefulCycles646.875physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]JJ b!operation.6attention_merge_v72_p80_out16_f16(M:MzQ2QQZU2z*z*zz*b*RZreasonOperatorKernelvalue31kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: true }outputElements1656input0Elements1840input1Elements46input2Elements1702invocations1uniformInvocationstruearguments[0, 1, 23]KH bJ7Qwoperation.6exchange :2"b!reasonLayoutRearrangementvalue130invocations1\::^=a^a696Z9]Z~]~252V5YVzY}z}  11UUyy  --QQuu))MMqq%%IImm!!EEii?A?cAece  = GPW--`` XG"G"??(((d?d?daaFTF(( D -|-|OOq^q^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130h'))**+(+-X-}A}A]p]nnwdw 8!۩h"۩#C#CDC/F/FGIC 4JC o!dKo!?L?AImAIaenaeg@pg p QrQDrDD(!!d{4ܪ{4IHICcCcxx$ee(̵D++E(EZHZoodоHh !!'h'1=1=1R,1R%j%jCCSSSLSGGe0e  uuu4lu4iLiLaPa1{1{pSS.$.CCu]u]r(rɜDɜ(%\ broperation.0fill_zero_u64(M:MU2UUZYuzy*yj}}rb*RBreasonLayoutRearrangementvalue4kernelSpecFillZero { offset: 9472, bytes: 2368, padding_only: true }outputElements4736usefulCycles0physicalWorkCycles0workEstimateBasispadding initialization: no useful tensor workinvocations1uniformInvocationstruearguments[49, 2] broperation.0fill_zero_u64(M:MU2UUZYuzy*yj}}rb*RBreasonLayoutRearrangementvalue7kernelSpecFillZero { offset: 2048, bytes: 512, padding_only: true }outputElements3072usefulCycles0physicalWorkCycles0workEstimateBasispadding initialization: no useful tensor workinvocations1uniformInvocationstruearguments[10, 4] broperation.0fill_zero_u64(M:MU2UUZYuzy*yj}}rb*RBreasonLayoutRearrangementvalue7kernelSpecFillZero { offset: 4608, bytes: 512, padding_only: true }outputElements3072usefulCycles0physicalWorkCycles0workEstimateBasispadding initialization: no useful tensor workinvocations1uniformInvocationstruearguments[10, 4] broperation.0fill_zero_u64(M:MU2UUZYuzy*yj}}rb*RBreasonLayoutRearrangementvalue7kernelSpecFillZero { offset: 7168, bytes: 512, padding_only: true }outputElements3072usefulCycles0physicalWorkCycles0workEstimateBasispadding initialization: no useful tensor workinvocations1uniformInvocationstruearguments[10, 4] bJ'A'%operation.0exchange : breasonLayoutRearrangementinvocations1H /77??GAIGOIQOWQYW_Ya_gaigomuowu}w}  %'%-'/-5/75=7?=E?GEMGOMUOWW_]e_gemgomuowu}w}  %'%-'/-5/75=7?=E?GEMGOMUOWW_W__g_ggogoowowww'''/'//7/77?7??G?GGOGOOWU]W_]e_gemgomuowu}w}  %%--5/75=7?=E?GEMGOMUOWW__g`hgohpowt|w|  $'$,'/,4/74<7?<D?GDLGOLTOWT\W_\d_gdlgoltowt|w|  %'%-'/-5/75=7?=E@HEMHPMUPXU]X`]e`hemhpmupxu}x}   %%--55==EEMMUS[U][c]eckemksmus{u}{}    #%#+%-+3-53;;CCKKSS[[cckkss{{       # # + + 3 3 ; ; C C K K S S [ [ c c k k s s { {                                & & . . 6 6 > > F F N N V V ^ ^ f f n n v v ~ ~             y   y y  X y y  y b)aoperation.0gemm_f16_init_large_rows_interleaved_k80_c48_r72_r740]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue8kernelSpecGemm { multiply: F16, accumulate: F16, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 48 }outputElements3552input0Elements4736input1Elements3072usefulCycles3552physicalWorkCycles4440workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]( bJ7M7operation.0exchange :z2breasonOperatorInputsvalue6invocations1 =- - bz-operation.0reduce_sum_f160]:]za2aaZeqzu*uzy*yz}*}j"" b*RRreasonOperatorKernelvalue6kernelSpecReductionSum { partials: 2 }outputElements3552input0Elements3552input1Elements3552usefulCycles888physicalWorkCycles888workEstimateBasisvector reduction add issue slotsinvocations1uniformInvocationstruearguments[1, 3552] broperation.1fill_zero_u64(M:MU2UUZYuzy*yj}}rb*RBreasonLayoutRearrangementvalue10kernelSpecFillZero { offset: 9472, bytes: 2368, padding_only: true }outputElements4736usefulCycles0physicalWorkCycles0workEstimateBasispadding initialization: no useful tensor workinvocations1uniformInvocationstruearguments[49, 2]  broperation.1fill_zero_u64(M:MU2UUZYuzy*yj}}rb*RBreasonLayoutRearrangementvalue13kernelSpecFillZero { offset: 2048, bytes: 512, padding_only: true }outputElements3072usefulCycles0physicalWorkCycles0workEstimateBasispadding initialization: no useful tensor workinvocations1uniformInvocationstruearguments[10, 4]  broperation.1fill_zero_u64(M:MU2UUZYuzy*yj}}rb*RBreasonLayoutRearrangementvalue13kernelSpecFillZero { offset: 4608, bytes: 512, padding_only: true }outputElements3072usefulCycles0physicalWorkCycles0workEstimateBasispadding initialization: no useful tensor workinvocations1uniformInvocationstruearguments[10, 4]  broperation.1fill_zero_u64(M:MU2UUZYuzy*yj}}rb*RBreasonLayoutRearrangementvalue13kernelSpecFillZero { offset: 7168, bytes: 512, padding_only: true }outputElements3072usefulCycles0physicalWorkCycles0workEstimateBasispadding initialization: no useful tensor workinvocations1uniformInvocationstruearguments[10, 4] 8( J'=Bexchange : breasonLayoutRearrangementinvocations1""**22::BBJJRRZZbbjjrrzz  ""**22::BBJJRRZZbbjjrrzz  ""**22::BBJJRRZZbbjjrrzz    ''//77??GGOOWW__ggooww ''//77??GGOOWW__ggooww ''//77??GGOOWW__ggooww            %  & % - & . - 5 . 6 5 = 6 > = E > F E M F N M U N V U ] V ^ ] e ^ f e m f n m u n v u } v ~ } ~                                               %  & % - & . - 5 . 6 5 = 6 > = E > F E M F N M U N V U ] V ^ ] e ^ f e m f n m u n v u } v ~ } ~                                               %  & % - & . - 5 . 6 5 = 6 > = E > F E M F N M U N V U ] V ^ ] e ^ f e m f n m u n v u } v ~ } ~                                      % % - - 5 5 = = E E M M U U ] ] e e m m u u } }                        % % - - 5 5 = = E E M M U U ] ] e e m m u u } }                   %%--55==EEMMUU]]eemmuu}}  %'%-'/-5/75=7?=E?GEMGOMUOWU]W_]e_gemgomuowu}w}  %'%-'/-5/75=7?=E?GEMGOMUOWU]W_]e_gemgomuowu}w}  %'%-'/-5/75=7?=E?GEMGOMUOWU]W_]e_gemgomuowu}w}'''/'//7/77?7??G?GGOGOOWOWW_X`_g`hgohppxpxxx   ( ((0(008088@8@@H@HHPHPPXPXX`Ya`haihpiqpxqyxy  ((0088@@HHPPXX``hhppxx  ((0088@@HHPPXX``hhppxx""**22::BBJJRRZZbbjjrrzz    "$"*$,*2,42:4<:B<DBJDLJRLTRZT\Zb\dbjdljrltrzt|z|  ""**22::BBJJRRZZbbjjrrzz  ""**22::BBJJRRZZbbjjrrzz   ""**22::BBJJRRZZbbjjrrzz m m L m  bwoperation.1copy_strided_u645:5R9299299B9]baai*iRmreasonLocalCopyvalue14bytes96patternStrided { rows: 3, row_bytes: 32, source_stride: 2368, destination_stride: 32 }invocations8uniformInvocationstruearguments[4, 3, 2368, 32] b)aoperation.1gemm_f16_init_large_rows_interleaved_k80_c48_r72_r740]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue14kernelSpecGemm { multiply: F16, accumulate: F16, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 48 }outputElements3552input0Elements4736input1Elements3072usefulCycles3552physicalWorkCycles4440workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]( bJ7M7operation.1exchange :z2breasonOperatorInputsvalue12invocations1 =- - bz-operation.1reduce_sum_f160]:]za2aaZeqzu*uzy*yz}*}j"" b*RRreasonOperatorKernelvalue12kernelSpecReductionSum { partials: 2 }outputElements3552input0Elements3552input1Elements3552usefulCycles888physicalWorkCycles888workEstimateBasisvector reduction add issue slotsinvocations1uniformInvocationstruearguments[1, 3552] broperation.2fill_zero_u64(M:MU2UUZYuzy*yj}}rb*RBreasonLayoutRearrangementvalue16kernelSpecFillZero { offset: 9472, bytes: 2368, padding_only: true }outputElements4736usefulCycles0physicalWorkCycles0workEstimateBasispadding initialization: no useful tensor workinvocations1uniformInvocationstruearguments[49, 2] broperation.2fill_zero_u64(M:MU2UUZYuzy*yj}}rb*RBreasonLayoutRearrangementvalue19kernelSpecFillZero { offset: 2048, bytes: 512, padding_only: true }outputElements3072usefulCycles0physicalWorkCycles0workEstimateBasispadding initialization: no useful tensor workinvocations1uniformInvocationstruearguments[10, 4] broperation.2fill_zero_u64(M:MU2UUZYuzy*yj}}rb*RBreasonLayoutRearrangementvalue19kernelSpecFillZero { offset: 4608, bytes: 512, padding_only: true }outputElements3072usefulCycles0physicalWorkCycles0workEstimateBasispadding initialization: no useful tensor workinvocations1uniformInvocationstruearguments[10, 4] broperation.2fill_zero_u64(M:MU2UUZYuzy*yj}}rb*RBreasonLayoutRearrangementvalue19kernelSpecFillZero { offset: 7168, bytes: 512, padding_only: true }outputElements3072usefulCycles0physicalWorkCycles0workEstimateBasispadding initialization: no useful tensor workinvocations1uniformInvocationstruearguments[10, 4] * J'=Bexchange : breasonLayoutRearrangementinvocations1""**22::BBJJRRZZbbjjrrzz  ""**22::BBJJRRZZbbjjrrzz  ""**22::BBJJRRZZbbjjrrzz    ''//77??GGOOWW__ggooww ''//77??GGOOWW__ggooww ''//77??GGOOWW__ggooww            %  & % - & . - 5 . 6 5 = 6 > = E > F E M F N M U N V U ] V ^ ] e ^ f e m f n m u n v u } v ~ } ~                                               %  & % - & . - 5 . 6 5 = 6 > = E > F E M F N M U N V U ] V ^ ] e ^ f e m f n m u n v u } v ~ } ~                                               %  & % - & . - 5 . 6 5 = 6 > = E > F E M F N M U N V U ] V ^ ] e ^ f e m f n m u n v u } v ~ } ~                                      % % - - 5 5 = = E E M M U U ] ] e e m m u u } }                        % % - - 5 5 = = E E M M U U ] ] e e m m u u } }                   %%--55==EEMMUU]]eemmuu}}&&..66>>FFNNVV^^ffnnvv~~&&..66>>FFNNVV^^ffnnvv~~&&..66>>FFNNVV^^f  %%--55==EEMMUU]]eemgomuowu}w}   % (%-(0-5085=8@=E@HEMHPMUPXU]X`]e`hemhpmupxu}x}    $%$,%-,4-54<5=<D=EDLEMLTMUT\U]\d]edlemnvowv~w~&'&.'/.6/76>7?>F?GFNGONVOWV^W_^f_gfngonvowv~w~&'&.'/.6/76>7?>F?GFNGONVOWV^W_^f_gfngonvowv~w~&&..66>>FFNNVV^^ffnnvv~~&'&.'/.6/76>7?>F?GFNGONVOWV^W_^f_gfngonvowv~w~&&..66>>FFNNVV^^ffnnvv~~&&..66>>FFNNVV^^ffnnvv~~&&..66>>FFNNVV^^ffnnvv~~ % %  % bwoperation.2copy_strided_u645:5R9299299B9]baai*iRmreasonLocalCopyvalue20bytes96patternStrided { rows: 3, row_bytes: 32, source_stride: 2368, destination_stride: 32 }invocations8uniformInvocationstruearguments[4, 3, 2368, 32]% b)aoperation.2gemm_f16_init_large_rows_interleaved_k80_c48_r72_r740]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue20kernelSpecGemm { multiply: F16, accumulate: F16, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 48 }outputElements3552input0Elements4736input1Elements3072usefulCycles3552physicalWorkCycles4440workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]( bJ7M7operation.2exchange :z2breasonOperatorInputsvalue18invocations1 =- -' bz-operation.2reduce_sum_f160]:]za2aaZeqzu*uzy*yz}*}j"" b*RRreasonOperatorKernelvalue18kernelSpecReductionSum { partials: 2 }outputElements3552input0Elements3552input1Elements3552usefulCycles888physicalWorkCycles888workEstimateBasisvector reduction add issue slotsinvocations1uniformInvocationstruearguments[1, 3552]( brwoperation.6fill_zero_u645:5=2==ZA]za*abeem*mRqBreasonLayoutRearrangementvalue32kernelSpecFillZero { offset: 2960, bytes: 720, padding_only: false }outputElements1840invocations1uniformInvocationstruearguments[15, 0] bJ'AYoperation.6exchange : breasonLayoutRearrangementinvocations1D!)*22::B=AAIBJIMJRMURZUYYaZbaebjemjrmqqyrzy}z}      !"!%"*%-*2-1192:9=:B=EBJEIIQJRQURZU]Zb]aaibjimjrmurzuyyz    "!!)"*)-*2-52:599A:BAEBJEMJRPXRZX\Zb\dbjdhhpjrptrzt|z|    "  ("*(,*2,42:488@:B@DBJDLJRLPPXRZX\Zb\dbjeiksnvuyv~{   & $$,*2,0086>8<<D>FDHFNHPNVPTT\V^\`^f`hfnhlltnvtxv~~&&..66>>FFNNVV^^ffnnvv~~  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" ! ) " & & * ) 1 * . . 2 1 9 2 6 6 : 9 A : > > F A I F N I Q N V Q Y V ^ Y a ^ f a i f n i q n v q y v ~ y ~                          ! # + + 3 3 ; ; C C K K S S [ [ c c k k s s { {                        ! ! ) ) 1 1 9 9 A A I I Q Q Y Y a a i i q q y y                                                !  $ ! ) $ , ) 1 , 0 0 8 1 9 8 < 9 A < D A I D H H P I Q P T Q Y T \ Y a \ ` ` h a i h l i q l t q y t x x y                                                !  ( ! ) ( 0 ) 1 0 8 1 9 8 @ 9 A @ H A I H P I Q P X Q Y X ` Y a ` h a i h p i q p x q y x y                                    ! (!)(0)108198@9A@HAIHPIQPXQYX`Ya`haihpiqpxqyxy   ! 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Z b \ d b j d l j r l t r z t | z |                                              "  $ " * $ , * 2 , 4 2 : 4 < : B < D B J D L J R L T R Z T \ Z b \ d b j d l j r l t r z t | z |                                     "$"*$,*2,42:4<:B<DBJDLJRLTRZT\Zb\dbjdljrltrzt|z|    "$"*$,*2,42:4<:B<DBJDLJRLTRZT\Zb\dbjdljrltrzt|z|    "$"*$,*2,42:4<:B<DBJDLJRLTRZT\Zb\dbjdljrltrzt|z|  ""**22::BBJJRRZT\Zb\dbjdljrltrzt|z|  "&"*&.*2.62:6>:B>FBJFNJRNVRZV^Zb^fbjfnjrowrzwz  "'"*'/*2/72:7?:B?GBJGOJROWRZW_Zb_gbjgojrowrzwz''//77??GGOOWW__ggooww''//75=7?=E?GEMGOMUOWU]W_]e_gemgomuowu}w}''//77??GGOOWW__ggooww''//77??GGOOWW__ggooww''//77??GGOOW jj j  !!))119 j j j j  j ?? &&&&&'&'&/&/&7&7&?&?&G&G&O&O&W&W&_&_&g&g&o&o&w&w&&&&&&&&&&&&&&&&&&&&&&&&&&&&&&&&&&&'''  b)aoperation.1gemm_f16_init_large_rows_interleaved_k80_c48_r72_r740]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue14kernelSpecGemm { multiply: F16, accumulate: F16, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 48 }outputElements3552input0Elements4736input1Elements3072usefulCycles3552physicalWorkCycles4440workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]( bJ7M7operation.1exchange :z2breasonOperatorInputsvalue12invocations1 ?/ / bz-operation.1reduce_sum_f160]:]za2aaZeqzu*uzy*yz}*}j"" b*RRreasonOperatorKernelvalue12kernelSpecReductionSum { partials: 2 }outputElements3552input0Elements3552input1Elements3552usefulCycles888physicalWorkCycles888workEstimateBasisvector reduction add issue slotsinvocations1uniformInvocationstruearguments[1, 3552] broperation.2fill_zero_u64(M:MU2UUZYuzy*yj}}rb*RBreasonLayoutRearrangementvalue16kernelSpecFillZero { offset: 9472, bytes: 2368, padding_only: true }outputElements4736usefulCycles0physicalWorkCycles0workEstimateBasispadding initialization: no useful tensor workinvocations1uniformInvocationstruearguments[49, 2] broperation.2fill_zero_u64(M:MU2UUZYuzy*yj}}rb*RBreasonLayoutRearrangementvalue19kernelSpecFillZero { offset: 2048, bytes: 512, padding_only: true }outputElements3072usefulCycles0physicalWorkCycles0workEstimateBasispadding initialization: no useful tensor workinvocations1uniformInvocationstruearguments[10, 4] broperation.2fill_zero_u64(M:MU2UUZYuzy*yj}}rb*RBreasonLayoutRearrangementvalue19kernelSpecFillZero { offset: 4608, bytes: 512, padding_only: true }outputElements3072usefulCycles0physicalWorkCycles0workEstimateBasispadding initialization: no useful tensor workinvocations1uniformInvocationstruearguments[10, 4] broperation.2fill_zero_u64(M:MU2UUZYuzy*yj}}rb*RBreasonLayoutRearrangementvalue19kernelSpecFillZero { offset: 7168, bytes: 512, padding_only: true }outputElements3072usefulCycles0physicalWorkCycles0workEstimateBasispadding initialization: no useful tensor workinvocations1uniformInvocationstruearguments[10, 4] * J'=Eexchange : breasonLayoutRearrangementinvocations1@##++33;;C?GCKGOKSOWS[W_[c_gckgoksows{w{  ##++33;;CCKKSS[[cckkss{{   # (#+(0+3083;8@;C@HCKHPKSPXS[X`[c`hckhpkspxs{x{   # (#+(0+3083;8@;C@HCKHPKSPXS[X`[c`hckhpkspxs{x{   $ ($,(0,4084<8@<D@HDLHPLTPXT\X`\d`hdlhpltpxt|x|    !$!)$,)1,4194<9A<DAIDLIQLTQYT\Ya\daidliqltqyt|y|    !!))1199AAIIQQYYaaiiqqyy  !!))1199AAIT \ \ d d l l t t | |                        $ $ , , 4 4 < < D D L L T T \ \ d d l l t t | |                        $ $ , , 4 4 < < D D L L T T \ \ d d l l t t | |                   $$,,44<<DCKDLKSLTS[T\[c\dckdlkslts{t|{|    #%#+%-+3-53;5=;C=ECKEMKSMUS[U][c]eckemksmus{u}{}    #%#+%-+3-53;5=;C=ECKEMKSMUS[U][c]eckemksmus{u}{}  ##++33;;CCKKSS[[cckkss{{  ##++33;;CCKKSS[[cckfnksnvs{v~{~  #'#+'/+3/73;7?;C?GCKGOKSOWS[W_[c_gckgoksows{w{    ###+#++3+33;3;;C;CCKCKKSKSS[S[[c[cckckksmus{u}{}    #%#+%-+3-53;5=;C=ECKEMKSMUS[U][c]eckemksmus{u}{}    #%#+%-+3-53;5=;C=EEMKSMUS[U][c]eckemksmus{u}{}   %%--55==EEMMUU]]eemmuu}}  %%--55==EEMMUU]]eemmuu}}  %%--55==EEMMUU]]eem oo o  o       !"'''''''(( ( ((((($($(,(,(4(4(<(<(D(D(L(L(T(T(\(\(d(d(l(l(t(t(|(|(((((((((((((((((((((((((( b)aoperation.2gemm_f16_init_large_rows_interleaved_k80_c48_r72_r740]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue20kernelSpecGemm { multiply: F16, accumulate: F16, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 48 }outputElements3552input0Elements4736input1Elements3072usefulCycles3552physicalWorkCycles4440workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]( bJ7M7operation.2exchange :z2breasonOperatorInputsvalue18invocations1 ?/ / bz-operation.2reduce_sum_f160]:]za2aaZeqzu*uzy*yz}*}j"" b*RRreasonOperatorKernelvalue18kernelSpecReductionSum { partials: 2 }outputElements3552input0Elements3552input1Elements3552usefulCycles888physicalWorkCycles888workEstimateBasisvector reduction add issue slotsinvocations1uniformInvocationstruearguments[1, 3552] brwoperation.6fill_zero_u645:5=2==ZA]za*abeem*mRqBreasonLayoutRearrangementvalue32kernelSpecFillZero { offset: 2960, bytes: 720, padding_only: false }outputElements1840invocations1uniformInvocationstruearguments[15, 0] brwoperation.6fill_zero_u645:5=2==ZA]za*abeem*mRqBreasonLayoutRearrangementvalue33kernelSpecFillZero { offset: 528, bytes: 3568, padding_only: false }outputElements2048invocations1uniformInvocationstruearguments[74, 2] brwoperation.6fill_zero_u645:5=2==ZA]za*abeem*mRqBreasonLayoutRearrangementvalue34kernelSpecFillZero { offset: 48, bytes: 4048, padding_only: false }outputElements2048invocations1uniformInvocationstruearguments[84, 2] bJ'AQoperation.6exchange : breasonLayoutRearrangementinvocations1l""**..66::BBFFNNRRZZ^^ffjjrrvv~~&&**2266>>BBJJNNVVZZbbffnnrrzz~~&&**2266>>BBJJNNVRZVZZb[_bffnjrnrrzswz~~  "&"&&.&**2.22:266>:>>F>BBJFJJRJNNVRVVZVZZb]ebffnimmunrrzuyyz~~    "!!)"&&.)--5.22:599A:>>FAEEMFJJRMQQYRVV^Y]]e^bbjeiiqjnnvquu}vzz}  %%))1155==EFJNVVZ\dfjltvz|  $&*,46:<DFJLTVZ\dfjltvz|  $&*,46:<DFJLTVZ\dfjltvz|  "&"*&.*2.62:6>:B>FBJFNJRNVRZV^Zb^fbjfnjrnvrzv~z~              "  & " * & . * 2 . 6 2 : 6 > : B > F B J F N J R N V R Z V ^ Z b ^ f b j f n j r n v r z v ~ z ~                                       " " * * 2 2 : : B B J J R R Z Z b b j j r r z z                       ! ! ) ) 1 1 9 9 A A I I Q Q Y Y a a i i q q y y                        ! ! ) ) 1 1 9 9 A A I I Q Q Y Y a a i i q q y y                        ! ! ) ) 1 1 9 9 A A I I Q Q Y Y a a i i q q y y                             !$!)$,)1,4194<9A<DAEDLGKKOLTOSSWT\W[[_\d_cdlgkkoltosswt|w{{|      $!%$((,)-,4/3374<7;;?<D?CCGDLGKKOLTOSSWT\W[[c\dckdlkslts{t|{|    $##'$,'/,4/74<7?<D?GDLGOLTOWT\W_\d_gdlgolpptqytxx||}     # $$,%-,008198<<D=EDHHPIQPTT\U]\``haihliqltqytxxy}}  !!))1199A;CAICKIQKSQYS[Ya[caickiqksqys{y    !!!)!))1)1199AAIIQQYYaaiiqqyy  !!))1199AAIIQQYYaaiiqqyy  %%--55==EEMMUU]]eemmuu}}  %%--55==EEMMUU]]eemmuu}}  %%--55==EEMMUU]]eemmuu}}    !!%%))--115599==AAEBJEIIMJRMQQURZUYY]Zb]aaebjeiimjrmqqurzu}z}    !&!%%)&*)-*.-1.215266::>>BBJJRRZZbbjjrrzz  ""&&**..2266::> b-operation.6rearrange_row_major_to_amp_f16_o2_r64_p64_c32_p32_b64x16,U:U]2]]Zaz*z*j* * 1b55=*=RAreasonLayoutRearrangementvalue34kernelSpecRearrange { from: Layout { order: RowMajor, tiling: TensorTiling { tile_count: 1, replicas: 1, axes: [] }, memory_class: Ipu21Standard }, to: Layout { order: BlockMajor(Matrix { row_block: 64, column_block: 16 }), tiling: TensorTiling { tile_count: 48, replicas: 1, axes: [AxisTiling { axis: FromStart(0), partitions: 2, padding_groups: 1, block_size: 1, padding_multiple: 1, shard_padding_multiple: 1, padding: Reject, tile_stride: Some(1) }, AxisTiling { axis: FromStart(1), partitions: 12, padding_groups: 1, block_size: 64, padding_multiple: 64, shard_padding_multiple: 1, padding: Zero, tile_stride: Some(4) }, AxisTiling { axis: FromStart(2), partitions: 2, padding_groups: 1, block_size: 16, padding_multiple: 16, shard_padding_multiple: 1, padding: Zero, tile_stride: Some(2) }] }, memory_class: Ipu21Standard } }outputElements2048input0Elements2048usefulCycles1024physicalWorkCycles1024workEstimateBasisdense copy baseline: 8-byte load + store / 2 issue slotsinvocations1uniformInvocationstruearguments[64, 64, 2, 32, 32, 1]j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     a  a a aa b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue37kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[] b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue38kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0]  b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue41kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]!! b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM2}z*z*zb*RZreasonOperatorKernelvalue42kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: true, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[1, 0, 23]"j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     a  a a aa## b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue45kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]$$ b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue46kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0]%% b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue49kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]&& b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM:}z*z*zb*RZreasonOperatorKernelvalue50kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[0, 0, 23]' j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1< a a a         a  a a ?? aa(( b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue53kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[])) b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue54kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0]** b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue57kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]++ b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM:}z*z*zb*RZreasonOperatorKernelvalue58kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[0, 0, 23], j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     a  a a aa-- b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue61kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[].. b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue62kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0]// b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue65kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]00 b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM:}z*z*zb*RZreasonOperatorKernelvalue66kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[0, 0, 23]1 j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     a  a a aa22 b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue69kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]33 b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue70kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0]44 b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue73kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]55 b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM:}z*z*zb*RZreasonOperatorKernelvalue74kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[0, 0, 23]6 j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     a  a a aa77 b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue77kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]88 b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue78kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0]99 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}outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]?? b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM:}z*z*zb*RZreasonOperatorKernelvalue90kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[0, 0, 23]@j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     a  a a aaAA b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue93kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]BB b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue94kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0]CC b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue97kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]DD b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM:}z*z*zb*RZreasonOperatorKernelvalue98kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[0, 0, 23]Ej bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     a  a a aaFF b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2a"aZez*z*z*j**b*RreasonOperatorKernelvalue101kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]GG b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2Y"YZ]z*z*j**zb*RbreasonOperatorKernelvalue102kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0]HH b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2a"aZez*z*z*j**b*RreasonOperatorKernelvalue105kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]II b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2I"IZM:}z*z*zb*RZreasonOperatorKernelvalue106kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[0, 0, 23]Jj bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     a  a a aaKK b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2a"aZez*z*z*j**b*RreasonOperatorKernelvalue109kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]LL b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2Y"YZ]z*z*j**zb*RbreasonOperatorKernelvalue110kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0]MM b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2a"aZez*z*z*j**b*RreasonOperatorKernelvalue113kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]NN b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2I"IZM:}z*z*zb*RZreasonOperatorKernelvalue114kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[0, 0, 23]Oj bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     a  a a aaPP b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2a"aZez*z*z*j**b*RreasonOperatorKernelvalue117kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]QQ b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2Y"YZ]z*z*j**zb*RbreasonOperatorKernelvalue118kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0]RR b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2a"aZez*z*z*j**b*RreasonOperatorKernelvalue121kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]SS b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2I"IZM:}z*z*zb*RZreasonOperatorKernelvalue122kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[0, 0, 23]Tv bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     i  i i qqUU b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2a"aZez*z*z*jB*b*RreasonOperatorKernelvalue125kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements2000usefulCycles646.875physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]VV b!Uoperation.6attention_softmax_d72_p64_tail_f16,U:UzY2Y"YZ]z*z*j**zb*RbreasonOperatorKernelvalue126kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 25, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles1260physicalWorkCycles1332workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 25, 0]WW b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2a"aZez*z*z*jB*b*RreasonOperatorKernelvalue129kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements2000usefulCycles646.875physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]XX b!operation.6attention_merge_v72_p80_out16_f16(M:MzQ2QQZU2z*z*zz*b*RZreasonOperatorKernelvalue31kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: true }outputElements1656input0Elements1840input1Elements46input2Elements1702invocations1uniformInvocationstruearguments[0, 1, 23]YH bJ7Qwoperation.6exchange :2"b!reasonLayoutRearrangementvalue130invocations1\;;_?c_c7;7[;_[_77[[33WW{{  //SSww++OOsls ' D'KDhKoho#@#GGkkCCgg  ? GPW--`` XG"G"??(((d?d?daaFTF(( D -|-|OOq^q^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130h'))**+(+-X-}A}A]p]nnwdw 8!˭h"˭ ; C > F C K F N K S N V S [ V ^ [ c ^ f c k f n k s n v s { v ~ { ~                                   & & . . 6 6 > > F F N N V V ^ ^ f f n n v v ~ ~                         & & . . 6 6 > > F F N N V V ^ ^ f f n n v v ~ ~                         & & . . 6  y   y y  y y   y b)aoperation.0gemm_f16_init_large_rows_interleaved_k80_c48_r72_r740]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue8kernelSpecGemm { multiply: F16, accumulate: F16, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 48 }outputElements3552input0Elements4736input1Elements3072usefulCycles3552physicalWorkCycles4440workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]( bJ7M7operation.0exchange :z2breasonOperatorInputsvalue6invocations1 ?/ / bz-operation.0reduce_sum_f160]:]za2aaZeqzu*uzy*yz}*}j"" b*RRreasonOperatorKernelvalue6kernelSpecReductionSum { partials: 2 }outputElements3552input0Elements3552input1Elements3552usefulCycles888physicalWorkCycles888workEstimateBasisvector reduction add issue slotsinvocations1uniformInvocationstruearguments[1, 3552] broperation.1fill_zero_u64(M:MU2UUZYuzy*yj}}rb*RBreasonLayoutRearrangementvalue10kernelSpecFillZero { offset: 9472, bytes: 2368, padding_only: true }outputElements4736usefulCycles0physicalWorkCycles0workEstimateBasispadding initialization: no useful tensor workinvocations1uniformInvocationstruearguments[49, 2]  broperation.1fill_zero_u64(M:MU2UUZYuzy*yj}}rb*RBreasonLayoutRearrangementvalue13kernelSpecFillZero { offset: 2048, bytes: 512, padding_only: true }outputElements3072usefulCycles0physicalWorkCycles0workEstimateBasispadding initialization: no useful tensor workinvocations1uniformInvocationstruearguments[10, 4]  broperation.1fill_zero_u64(M:MU2UUZYuzy*yj}}rb*RBreasonLayoutRearrangementvalue13kernelSpecFillZero { offset: 4608, bytes: 512, padding_only: true }outputElements3072usefulCycles0physicalWorkCycles0workEstimateBasispadding initialization: no useful tensor workinvocations1uniformInvocationstruearguments[10, 4]  broperation.1fill_zero_u64(M:MU2UUZYuzy*yj}}rb*RBreasonLayoutRearrangementvalue13kernelSpecFillZero { offset: 7168, bytes: 512, padding_only: true }outputElements3072usefulCycles0physicalWorkCycles0workEstimateBasispadding initialization: no useful tensor workinvocations1uniformInvocationstruearguments[10, 4] 8( J'=Eexchange : breasonLayoutRearrangementinvocations1@?GGOOWW__ggooww''//77??GGOOWW__ggooww''//77??GGOOWW__ggooww''//77??GGOOWW__ggoowwIQQYYaaiiqz  ""**22::BBJJRRZZbbjjrrzz  ""**22::BBJJRRZZbbjjrrzz   ""**22::BBJJR        & ( 0 0 8 8 @ B J J R R Z Z b b j j r r z z                        " " * * 2 2 : : B B J J R R Z Z b b j j r r z z                        " " * * 2 2 : : B B J J R R Z U ] Z b ] e b j e m j r m u r z u } z }                                %  ( % - ( 0 - 5 0 8 5 = 8 @ = E @ H E M H P M U P X U ] X ` ] e ` h e m h p m u p x u } x }                                              !  % ! ) % - ) 1 - 5 1 9 5 = 9 A = E A I E M I Q M U Q Y U ] Y a ] e a i e m i q m u q y u } y }                                     !%!)%-)1-5195==EEMMUU]]eemmuu}}  %%--55==EEMMUU]]eemmuu}}  %%--55==EEMMUU]]eemmurzu}z}  ""**2U]]eemmuu}}''//73;7?;C?GCKGOKSOWS[W_[c_gckgokspxs{x{   # (#+(0+3083;8@;C@HCKHPKSPXS[X`[c`hckhpkspxs{x{   # (#+(0+3083;8@;C@HCKHPKSPXS[X`[c`hckhpkspxs{x{   # (#+(0+3083;8@;C@HCKHPKSPXS[[c]eckemksmus{u}{}    #%%--55==EEMMUU]]eemmuu}}   % (%-(0-5085=8@=E@HEMHPMUPXU]X`]e`hemhpmupxu}x}  ((0088@@HHPPXX``hhppxx  ((0088@@HHPPXX``hhppxx  ((0088@@HHPPXX``hhppxx Z ZZ Z_ggooww Z''//77??GGOOWW_ ZZ_ggooww''//77??GGOOWW_ Z_ggooww Z ZZ  Z  b)aoperation.1gemm_f16_init_large_rows_interleaved_k80_c48_r72_r740]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue14kernelSpecGemm { multiply: F16, accumulate: F16, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 48 }outputElements3552input0Elements4736input1Elements3072usefulCycles3552physicalWorkCycles4440workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]( bJ7M7operation.1exchange :z2breasonOperatorInputsvalue12invocations1 ?/ / bz-operation.1reduce_sum_f160]:]za2aaZeqzu*uzy*yz}*}j"" b*RRreasonOperatorKernelvalue12kernelSpecReductionSum { partials: 2 }outputElements3552input0Elements3552input1Elements3552usefulCycles888physicalWorkCycles888workEstimateBasisvector reduction add issue slotsinvocations1uniformInvocationstruearguments[1, 3552] broperation.2fill_zero_u64(M:MU2UUZYuzy*yj}}rb*RBreasonLayoutRearrangementvalue16kernelSpecFillZero { offset: 9472, bytes: 2368, padding_only: true }outputElements4736usefulCycles0physicalWorkCycles0workEstimateBasispadding initialization: no useful tensor workinvocations1uniformInvocationstruearguments[49, 2] broperation.2fill_zero_u64(M:MU2UUZYuzy*yj}}rb*RBreasonLayoutRearrangementvalue19kernelSpecFillZero { offset: 2048, bytes: 512, padding_only: true }outputElements3072usefulCycles0physicalWorkCycles0workEstimateBasispadding initialization: no useful tensor workinvocations1uniformInvocationstruearguments[10, 4] broperation.2fill_zero_u64(M:MU2UUZYuzy*yj}}rb*RBreasonLayoutRearrangementvalue19kernelSpecFillZero { offset: 4608, bytes: 512, padding_only: true }outputElements3072usefulCycles0physicalWorkCycles0workEstimateBasispadding initialization: no useful tensor workinvocations1uniformInvocationstruearguments[10, 4] broperation.2fill_zero_u64(M:MU2UUZYuzy*yj}}rb*RBreasonLayoutRearrangementvalue19kernelSpecFillZero { offset: 7168, bytes: 512, padding_only: true }outputElements3072usefulCycles0physicalWorkCycles0workEstimateBasispadding initialization: no useful tensor workinvocations1uniformInvocationstruearguments[10, 4] * J'=Eexchange : breasonLayoutRearrangementinvocations1@?GGOOWW__ggooww''//77??GGOOWW__ggooww''//77??GGOOWW__ggooww''//77??GGOOWW__ggoowwIQQYYaaiiqz  ""**22::BBJJRRZZbbjjrrzz  ""**22::BBJJRRZZbbjjrrzz  ""**22::BBJJR s s U ] ] e e m m u s { u } { }                                              #  % # + % - + 3 - 5 3 ; 5 = ; C = E C K E M K S M U S [ U ] [ c ] e c k e m k s m u s { u } { }                                              #  % # + % - + 3 - 5 3 ; 5 = ; C = E C K E M K S M U S [ U ] [ c ] e c k e m k s m u s { u } { }                                     #%#+%-+3-53;5=;C=ECKEMKSMUS[U][c]eckemksmus{u}{}  #&#+&.+3.63;6>;C>FCKFNKSNVS[V^[c^fckfnksnvs{v~{~  #&#+&.+3.63;6>;C>FCKFNKSNVS[V^[c^fckfnksnvs{v~{~  ##++33;;Cgooww   # (#+(0+3083;8@;C@HCKHPKSPXS[X`[c`hckhpkspxs{x{    #$#+$,+3,43;4<;C<DCKDLKSLTS[T\[c\dckdlksnvs{v~{~  #&#+&.+3.63;6>;C>FCKFNKSNVS[V^[c^fckfnksnvs{v~{~  #&#+&.+3.63;6>;C>FCKFNKSNVS[V^[c^fckfnkss{{&&..66>>FFNNVV^^ffnnvv~~&&..66>>FFNNVV^^ffnnvv~~  !&!)&.)1.6199AAIIQQYYaaiiqqyy  !!))1199AAIIQQYYaaiiqqyy  !!))1199AAIIQQYYaaiiqqyy  !!))12::BBJJRRZZbbj o  o  $$,,44<<DDLLTT\\ddllt ot||   $$,,44<<DDLLTT\\ddlltt|| o        $ $ , , 4 4 < < D D L L T T \ \ d d l l t  o t | |    ! !o" b)aoperation.2gemm_f16_init_large_rows_interleaved_k80_c48_r72_r740]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue20kernelSpecGemm { multiply: F16, accumulate: F16, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 48 }outputElements3552input0Elements4736input1Elements3072usefulCycles3552physicalWorkCycles4440workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]( bJ7M7operation.2exchange :z2breasonOperatorInputsvalue18invocations1 ?/ / bz-operation.2reduce_sum_f160]:]za2aaZeqzu*uzy*yz}*}j"" b*RRreasonOperatorKernelvalue18kernelSpecReductionSum { partials: 2 }outputElements3552input0Elements3552input1Elements3552usefulCycles888physicalWorkCycles888workEstimateBasisvector reduction add issue slotsinvocations1uniformInvocationstruearguments[1, 3552] brwoperation.6fill_zero_u645:5=2==ZA]za*abeem*mRqBreasonLayoutRearrangementvalue32kernelSpecFillZero { offset: 2960, bytes: 720, padding_only: false }outputElements1840invocations1uniformInvocationstruearguments[15, 0] brwoperation.6fill_zero_u645:5=2==ZA]za*abeem*mRqBreasonLayoutRearrangementvalue33kernelSpecFillZero { offset: 528, bytes: 3568, padding_only: false }outputElements2048invocations1uniformInvocationstruearguments[74, 2] brwoperation.6fill_zero_u645:5=2==ZA]za*abeem*mRqBreasonLayoutRearrangementvalue34kernelSpecFillZero { offset: 48, bytes: 4048, padding_only: false }outputElements2048invocations1uniformInvocationstruearguments[84, 2] bJ'AQoperation.6exchange : breasonLayoutRearrangementinvocations1l $&..22::>?CBJCKKONROWRZW[Z^[c^fcgfjgojrosrvs{v~{~  #&#'&*'/*2/3263;6>;?>B?GBJGKJNKSNVSWVZW_Zb_cbfckfnkonrowrzw{z~{~   ###+%)+/,4/7597;;C;CCGEIGOKSUY[ceiksuy{  #'#''/'//3/73;7?;??G?GGKGOKSOWSWW_W[[__cckgkkoowsww{{    ###+#++3+//73;7;;C;CCKCGGOKOOSSWTXW[[__c`hcggkkolpossww{x{  "'"*'+*.+3.6376:7?:B?CBFCKFNKONROWRZW[Z^[c^fcgfjgojrosrvs{v~~  ##''//33;;??GGKKSSWW__cckkooww{{  ##++//77;;CCGGOOSS[[__ggkkssww  !!))1199AAIIQQYYaaiiqqyy       ! ! ) ) 1 1 9 9 A A I I Q Q Y Y a a i i q q y y                        ! ! ) ) 1 1 9 9 A A I I Q Q Y Y a a i i q q y y                        ! ! ) ) 1 1 9 9 A A I I Q Q Y Y a a i i q q y y                        ! ! ) ) 1 1 9 9 A A I I Q Q Y Y a a i i q q y y                        ! ! ) ) 1 1 9 9 A A I I Q Q Y Y a a i i q q y y }                                     !%!%%-%))--5-1155=599==E=AAEEMEIIMMUPTTXU]Y]]e]aaeememmumuu}u}}}      $!!%$(%)*..2266::>>BBFFJJNNRRVVZ[cckkss{{    $$((,,004488<<DDLLTT\\ddlltt||  $$,,44<<DDLLTT\\ddlltt||   % (%-(0-5085=8@=E@HEMHPMUPXU]X`]e`hemhpmupxu}x}    "%"*%-*2-52:5=:B=EBJEMLTMUT\U]\d]edlemltmut|u}|}   % (%-(0-5085=8@=E@HEIIMJRMQQURZUYY]Zb]aaebjeiimjrmqqurzuyy}z}  ""**22::BBJJRRZZbbjjrrzz  ""**22::BBJJRRZZbbjjrrzz  ""**22::BBJJRRZZbbjjrrzz  ""&&**..2266::>>BBFFJJRRZZbbjjrrzz  ""**22::BBJJRRZZbbjjrrzz b-operation.6rearrange_row_major_to_amp_f16_o2_r64_p64_c32_p32_b64x16,U:U]2]]Zaz*z*j* * 1b55=*=RAreasonLayoutRearrangementvalue34kernelSpecRearrange { from: Layout { order: RowMajor, tiling: TensorTiling { tile_count: 1, replicas: 1, axes: [] }, memory_class: Ipu21Standard }, to: Layout { order: BlockMajor(Matrix { row_block: 64, column_block: 16 }), tiling: TensorTiling { tile_count: 48, replicas: 1, axes: [AxisTiling { axis: FromStart(0), partitions: 2, padding_groups: 1, block_size: 1, padding_multiple: 1, shard_padding_multiple: 1, padding: Reject, tile_stride: Some(1) }, AxisTiling { axis: FromStart(1), partitions: 12, padding_groups: 1, block_size: 64, padding_multiple: 64, shard_padding_multiple: 1, padding: Zero, tile_stride: Some(4) }, AxisTiling { axis: FromStart(2), partitions: 2, padding_groups: 1, block_size: 16, padding_multiple: 16, shard_padding_multiple: 1, padding: Zero, tile_stride: Some(2) }] }, memory_class: Ipu21Standard } }outputElements2048input0Elements2048usefulCycles1024physicalWorkCycles1024workEstimateBasisdense copy baseline: 8-byte load + store / 2 issue slotsinvocations1uniformInvocationstruearguments[64, 64, 2, 32, 32, 1]j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     a  a a aa b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue37kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[] b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue38kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0]  b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue41kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]!! b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM2}z*z*zb*RZreasonOperatorKernelvalue42kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: true, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[1, 0, 23]"j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     a  a a aa## b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue45kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]$$ b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue46kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0]%% b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue49kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]&& b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM:}z*z*zb*RZreasonOperatorKernelvalue50kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[0, 0, 23]' j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1< a a a         a  a a >> aa(( b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue53kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[])) b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue54kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0]** b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue57kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]++ b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM:}z*z*zb*RZreasonOperatorKernelvalue58kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[0, 0, 23], j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     a  a a aa-- b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue61kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[].. b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue62kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0]// b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue65kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]00 b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM:}z*z*zb*RZreasonOperatorKernelvalue66kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[0, 0, 23]1 j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     a  a a aa22 b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue69kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]33 b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue70kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0]44 b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue73kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]55 b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM:}z*z*zb*RZreasonOperatorKernelvalue74kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[0, 0, 23]6 j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     a  a a aa77 b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue77kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]88 b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue78kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0]99 b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue81kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]:: b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM:}z*z*zb*RZreasonOperatorKernelvalue82kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[0, 0, 23]; j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     a  a a aa<< b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue85kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]== b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue86kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0]>> b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue89kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]?? b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM:}z*z*zb*RZreasonOperatorKernelvalue90kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[0, 0, 23]@j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     a  a a aaAA b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue93kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]BB b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue94kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0]CC b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue97kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]DD b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM:}z*z*zb*RZreasonOperatorKernelvalue98kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[0, 0, 23]Ej bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     a  a a aaFF b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2a"aZez*z*z*j**b*RreasonOperatorKernelvalue101kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]GG b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2Y"YZ]z*z*j**zb*RbreasonOperatorKernelvalue102kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0]HH b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2a"aZez*z*z*j**b*RreasonOperatorKernelvalue105kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]II b! 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operation.6attention_merge_v72_p80_out32_f16$E:EzI2I"IZM:}z*z*zb*RZreasonOperatorKernelvalue114kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[0, 0, 23]Oj bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     a  a a aaPP b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2a"aZez*z*z*j**b*RreasonOperatorKernelvalue117kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]QQ b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2Y"YZ]z*z*j**zb*RbreasonOperatorKernelvalue118kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0]RR b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2a"aZez*z*z*j**b*RreasonOperatorKernelvalue121kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]SS b! 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b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GP]..`` XM"M"KK(((d##EdEdggFTF(( D 3|3|UUw^w^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue1300'?CX?C____nn}}ӴӴ?5tA5A L4C L+h`h+hmimTjWkWDplDgPg8ܚT'8'X4t4IIIcXIcxxxkxkdܮ+H+EEZZooh  ''''7= 7=7RĿ7R+j<+jII Y@YYYM\Mkk @ {`{{4{4oL|oLaa7{`7{$YYD..C(C{]{]rrdϜϜH+ bJ'A)operation.0exchange : breasonLayoutRearrangementinvocations1t 4<<DCKDLKSLTS[T\[c\dckdlkslts{t|{|    #$#+$,+3,43;4<;C<DCKDLKSLTS[T\[c\dckdlkslts{t|{|    #$$,&.,4.64<6><D>FDLFNLTNVT\V^\d_gdlgoltowt|w|  $&$,&.,4.64<6><D>FDLFNLTNVT\W_\d_gdlgoltowt|w|  #$#+$,+3,43;;CCKKSS[[cckkss{{  ##++33;;CCKKSS[[cckkss{{  ##++3:BBJJRRZZbaibjiqjrqys{y{    !#!)#+)1+33;4<;C<DCKDLKSLTS[T\[c\dckdlkslts{t|{|    #$#+$,+3,43;4<;C<DCKDLKSLTS[T\[c\dckdlkslts{t|{|             #  $ # + $ , + 3 , 4 3 ; 4 < ; C < D C K D L K S L T S [ T \ [ c \ d c k d l k s l t s { t | { |                                              #  $ # + $ , + 3 , 4 3 ; 4 < < D D L L T T \ \ d            T  c ckkss{{  #'#+'/+3/73;7?;C?GCKGOKSOWS[W_[c_ggooww''//7 b)aoperation.0gemm_f16_init_large_rows_interleaved_k80_c48_r72_r740]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue8kernelSpecGemm { multiply: F16, accumulate: F16, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 48 }outputElements3552input0Elements5920input1Elements3840usefulCycles4440physicalWorkCycles4440workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]( bJ7M7operation.0exchange :z2breasonOperatorInputsvalue6invocations1 A11! bz-operation.0reduce_sum_f160]:]za2aaZeqzu*uzy*yz}*}j"" b*RRreasonOperatorKernelvalue6kernelSpecReductionSum { partials: 2 }outputElements3552input0Elements3552input1Elements3552usefulCycles888physicalWorkCycles888workEstimateBasisvector reduction add issue slotsinvocations1uniformInvocationstruearguments[1, 3552]8( J'=Iexchange : breasonLayoutRearrangementinvocations1l##++33;;CCKKSS[ __dlltt||  $$,,44<<DDLLTT\\ddlltt||  $$,,44<<DDLLTT\\ddlltt||  $$,,44<<DDL PP PPU]]eemmuu}}  %%--55==EEMMU PU]]eemmuu}}                   (  ( ( 0 * 2 0 8 2 : 8 @ : B @ H B J H P J R P X R Z X ` Z b ` h b j h p j r p x r z x z                                               "  ( " * ( 0 * 2 0 8 2 : 8 @ : B @ H B J H P J R P X R Z X ` Z b ` h b j h p j r p x r z x z                                               #  ( # + ( 0 + 3 0 8 3 ; 8 @ ; C @ H C K H P K S P X S [ X ` [ c ` h c k h p k s p x s { x {                                               #  ( # + ( 0 + 3 0 8 3 ; 8 @ ; C @ H C K H P K S P X S [ X ` [ c ` h c k h p k s p x s { x {                                      # # + + 3 3 ; ; C C K K S S [ [ c c k k s s { {                   ##++33;;CCKKSS[[cckkss{{   # (#+(0+3083;8@;C@HCKHPKSPXS[X`[c`hckhpkspxs{x{   # (#+(0+3083;8@;C@HCKHPKSPXS[X`[c`hckhpkspxs{x{ $ ($,(0,4084<8@<D@HDLHPLTPXT\X`\d`hdlhpltpxt|x|   $ ($,(0,4084<8@<D@HDLHPLTPXT\X`\d`hdlhpltpxt|x|  $$,,44<<DDLLTT\\ddlltt||  $,,44<<DDLLTT\\ddlltt||  $$,,44<<DDLLTT\\ddlltt||    $%$,%-,4-54<5=<D=EDLEMLTMUT\U]\d]edlemltmut|u}|}    $%$,%-,4-54<5=<D=EDLEMLTMUT\U]\d]edlemltmut|u}|}    $%$,%-,4-54<<DDLLTT\\ddlltt||  $$,,44<<DDLLTT\\ddlltt||  $'//77??GGOOWW__ggooww''//77??GGO HOWW__ggooww a aa =  a  &&&&&%&%&-&-&5&1&9&5&=&9&A&=&E&A&I&E&M&I&Q&M&U&Q&Y&U&]&Y&a&]&e&a&i&e&m&i&q&m&u&q&y&u&}&y&&}&&&&&&&&&&&&&&&&&&&&&&&&&&&&&&&&&&&&&&&&&&&&&&&&&&&&&&&&&&&&&&&'&'' '' ' '''''!'!')')'1'1'9'9'A'A'I'I'Q'Q'Y'Y'a'a'i'i'q'q'y'y'''''''''''''''''''''''''' b)aoperation.1gemm_f16_init_large_rows_interleaved_k80_c48_r72_r740]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue14kernelSpecGemm { multiply: F16, accumulate: F16, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 48 }outputElements3552input0Elements5920input1Elements3840usefulCycles4440physicalWorkCycles4440workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]( bJ7M7operation.1exchange :z2breasonOperatorInputsvalue12invocations1 A11! bz-operation.1reduce_sum_f160]:]za2aaZeqzu*uzy*yz}*}j"" b*RRreasonOperatorKernelvalue12kernelSpecReductionSum { partials: 2 }outputElements3552input0Elements3552input1Elements3552usefulCycles888physicalWorkCycles888workEstimateBasisvector reduction add issue slotsinvocations1uniformInvocationstruearguments[1, 3552] * J'=Iexchange : breasonLayoutRearrangementinvocations1l##++33;;CCKKSS[ __dlltt||  $$,,44<<DDLLTT\\ddlltt||  $$,,44<<DDLLTT\\ddlltt||  $$,,44<<DDL PP PPU]]eemmuu}}  %%--55==EEMMU PU]]eemmuu}}          ( ( 0 0 8 8 @ @ H H P P X X ` ` h h p p x x                         ( ( 0 0 8 8 @ @ H H P P X X ` ` h h p p x x                          ( ( 0 0 8 8 @ @ H H P P X X ` ` h h p p x x                                             %  ( % - ( 0 - 5 0 8 5 = 8 @ = E @ H E M H P M U P X U ] X ` ] e ` h e m h p m u p x u } x }                                      % % - - 5 5 = = E E M M U U ] ] e e m m u u } }                   %%--55==EEMMUU]]eemmuu}}  %%--55==EEMMUU]]eemmuqyu}y}    !%!)%-)1-5195=9A=EAIEMIQMUQYU]Ya]eaiemiqmuqyu}y}    !%!)%-)1-5195=9A=EAIEMIQMUQYU]Ya]eaiemiqmuqyu}y}    !%!)%-)1-5195=9A=EAIEMIQMUQYU]Ya]eaiemiqmuqyu}y}    !%!)%-)1-5195=9A=EAIEMIQMUQYU]Ya]eaiemiqmuu}}  %%--55==EEMMUU]]eemmuu}}  %%--55==EEMMUU]]eemmuu}}  %%--55==EEMMUU]]eemmuu}} !'!)'/)1/7197?9A?GAIGOIQOWQYW_Ya_gaigoiqowqywy  !'!)'/)1/7197?9A?GAIGOIQOWQYW_Ya_gaigoiqowqywy  !'!)'/)1/7197?9A?GAIGOOWW__ggooww''//77??GGOOWW__ggooww''//77??GGOOWW__ggooww ''//77??GGOOWW__ggooww''//77??GGOOWW__ggooww''//77??GGOOWW__ggoow 6! 6!6" "" 6""'''''''(( ((( ((((((((("((&("(*(&(.(*(2(.(6(2(:(6(>(:(B(>(F(B(J(F(N(J(R(N(V(R(Z(V(^(Z(b(^(f(b(j(f(n(j(r(n(v(r(z(v(~(z((~((((((((((((((((((((((((((((((((((((((((((((((((((((((((())))))))&)&).).)6)6)>)>)F)F)N)N)V)V)^)^)f)f)n)n)v)v)~)~))))))))))))))  b)aoperation.2gemm_f16_init_large_rows_interleaved_k80_c48_r72_r740]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue20kernelSpecGemm { multiply: F16, accumulate: F16, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 48 }outputElements3552input0Elements5920input1Elements3840usefulCycles4440physicalWorkCycles4440workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[] ( bJ7M7operation.2exchange :z2breasonOperatorInputsvalue18invocations1 A11!  bz-operation.2reduce_sum_f160]:]za2aaZeqzu*uzy*yz}*}j"" b*RRreasonOperatorKernelvalue18kernelSpecReductionSum { partials: 2 }outputElements3552input0Elements3552input1Elements3552usefulCycles888physicalWorkCycles888workEstimateBasisvector reduction add issue slotsinvocations1uniformInvocationstruearguments[1, 3552]  brwoperation.6fill_zero_u645:5=2==ZA]za*abeem*mRqBreasonLayoutRearrangementvalue32kernelSpecFillZero { offset: 2960, bytes: 720, padding_only: false }outputElements1840invocations1uniformInvocationstruearguments[15, 0]  bJ'AUoperation.6exchange : breasonLayoutRearrangementinvocations1D#++33;;CAICKJRKSRZS[Zb[cbjckjrksrzs{z{    "#"*#+*2+32:3;:B;CBJCKJRKSRZS[Zb[cbjckjrksrzs{z{    "#"*#+*2+32:3;:B;CBJCKJRKSRZS[Zb[cbjckjrksrzs{z{    "#"*#+*2+32:3;:B;CBJCKJRKSRZS[Zb[cbjckjrkss{{  ##++33;;C@HCKKSMUS[X`[cckemkspxs{{}    ##+%-+3083;;C=ECKHPKSS[U][c`hckksmus{x{  #&#+&.+3.63;6>;C>FCKFNKSNVS[V^[c^fckfnksnvs{v~{~  #&#+&.+3.63;6>;C>FCKFNKSNVS[V^[c^fckfnksnvs{v~{~  #&#+&.+3.63;6>;C>FCKFNKSNVS[V^[c^fckfnksnvs{v~{~             #  % # + % - + 3 - 5 3 ; 5 = ; C = E C K E M K S M U S [ U ] [ c ] e c k e m k s m u s { u } { }                                                          %  # # + % - + 3 - 5 3 ; 5 = ; C = E C K E M K S M U S [ U ] [ c ] e c k e m k s m u s { u } { }                                                      #  % # + % - + 3 - 5 3 ; 5 = ; C = E C K E M K S M U S [ U ] [ c ] e c k e m k s m u s { u } { }                                   # # + + 3 3 ; ; C C K K S S [ [ c c k k s s { {                        # # + + 3 3 ; ; C C K K S S [ [ c c k k s s { {                   ##++33;;CCKKSS[[ccggkkoossww{{  ##''++//3377;;??CCGGKKOOSSWW[[__cckkss{{  ""**22::BBJJRRZZbbjjrrvvzz~~&&..66>>FFNNVV^^ffnnrrvvzz~~  ""**22::BBJJRRZZbbjjrrzz  ""**22::BBJJRRZZbbjjrrzz  ""**22::BBJJRRZZbbjjnnrrvvzz~~    ((0088@@HHPPXX``hhppxx  ((0088@@HHPPXX``hhppxx    ((0088@@HHPPTTXX\\``ddhhllppttxv~x||  %%--55==EEMMUU]]eemmuu}}  %%--55==EEMMUU]]eemmuu}}  %%--55==EEMMUU]]eemmuu}}    !#!)#+)1+3193;9A;CAICKIQKSQYS[Ya[caickkss{{  ##++33;;CCKKSS[[cckkss{{ b-operation.6rearrange_row_major_to_amp_f16_o2_r64_p64_c48_p48_b64x16,U:U]2]]Zaz*z*j* * 1b55=*=RAreasonLayoutRearrangementvalue34kernelSpecRearrange { from: Layout { order: RowMajor, tiling: TensorTiling { tile_count: 1, replicas: 1, axes: [] }, memory_class: Ipu21Standard }, to: Layout { order: BlockMajor(Matrix { row_block: 64, column_block: 16 }), tiling: TensorTiling { tile_count: 48, replicas: 1, axes: [AxisTiling { axis: FromStart(0), partitions: 2, padding_groups: 1, block_size: 1, padding_multiple: 1, shard_padding_multiple: 1, padding: Reject, tile_stride: Some(1) }, AxisTiling { axis: FromStart(1), partitions: 12, padding_groups: 1, block_size: 64, padding_multiple: 64, shard_padding_multiple: 1, padding: Zero, tile_stride: Some(4) }, AxisTiling { axis: FromStart(2), partitions: 2, padding_groups: 1, block_size: 16, padding_multiple: 16, shard_padding_multiple: 1, padding: Zero, tile_stride: Some(2) }] }, memory_class: Ipu21Standard } }outputElements3072input0Elements3072usefulCycles1536physicalWorkCycles1536workEstimateBasisdense copy baseline: 8-byte load + store / 2 issue slotsinvocations1uniformInvocationstruearguments[64, 64, 2, 48, 48, 1]j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     a  a a aa b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue37kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[] b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue38kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0] b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue41kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[] b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM2}z*z*zb*RZreasonOperatorKernelvalue42kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: true, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[1, 0, 23]j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     a  a a aa b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue45kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[] b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue46kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0] b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue49kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[] b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM:}z*z*zb*RZreasonOperatorKernelvalue50kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[0, 0, 23] j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     a  a a aa b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue53kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[] b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue54kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0] b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue57kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[] b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM:}z*z*zb*RZreasonOperatorKernelvalue58kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[0, 0, 23] j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1< = a = a = a     =  a = = a a aa b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue61kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]  b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue62kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0]!! b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue65kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]"" b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM:}z*z*zb*RZreasonOperatorKernelvalue66kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[0, 0, 23]# j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     a  a a aa$$ b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue69kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]%% b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue70kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0]&& b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue73kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]'' b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM:}z*z*zb*RZreasonOperatorKernelvalue74kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[0, 0, 23]( j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     a  a a aa)) b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue77kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]** b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue78kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0]++ b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue81kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[],, b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM:}z*z*zb*RZreasonOperatorKernelvalue82kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[0, 0, 23]- j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     a  a a aa.. b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue85kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]// b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue86kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0]00 b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue89kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]11 b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM:}z*z*zb*RZreasonOperatorKernelvalue90kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[0, 0, 23]2j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     a  a a aa33 b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue93kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]44 b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue94kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0]55 b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue97kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]66 b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM:}z*z*zb*RZreasonOperatorKernelvalue98kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[0, 0, 23]7j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     a  a a aa88 b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2a"aZez*z*z*j**b*RreasonOperatorKernelvalue101kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]99 b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2Y"YZ]z*z*j**zb*RbreasonOperatorKernelvalue102kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0]:: b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2a"aZez*z*z*j**b*RreasonOperatorKernelvalue105kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[];; b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2I"IZM:}z*z*zb*RZreasonOperatorKernelvalue106kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[0, 0, 23]<j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     a  a a aa== b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2a"aZez*z*z*j**b*RreasonOperatorKernelvalue109kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]>> b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2Y"YZ]z*z*j**zb*RbreasonOperatorKernelvalue110kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0]?? b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2a"aZez*z*z*j**b*RreasonOperatorKernelvalue113kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]@@ b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2I"IZM:}z*z*zb*RZreasonOperatorKernelvalue114kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[0, 0, 23]Aj bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     a  a a aaBB b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2a"aZez*z*z*j**b*RreasonOperatorKernelvalue117kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]CC b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2Y"YZ]z*z*j**zb*RbreasonOperatorKernelvalue118kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0]DD b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2a"aZez*z*z*j**b*RreasonOperatorKernelvalue121kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]EE b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2I"IZM:}z*z*zb*RZreasonOperatorKernelvalue122kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[0, 0, 23]Fv bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     i  i i qqGG b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2a"aZez*z*z*jB*b*RreasonOperatorKernelvalue125kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements2000usefulCycles646.875physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]HH b!Uoperation.6attention_softmax_d72_p64_tail_f16,U:UzY2Y"YZ]z*z*j**zb*RbreasonOperatorKernelvalue126kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 25, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles1260physicalWorkCycles1332workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 25, 0]II b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2a"aZez*z*z*jB*b*RreasonOperatorKernelvalue129kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements2000usefulCycles646.875physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]JJ b!operation.6attention_merge_v72_p80_out16_f16(M:MzQ2QQZU2z*z*zz*b*RZreasonOperatorKernelvalue31kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: true }outputElements1656input0Elements1840input1Elements46input2Elements1702invocations1uniformInvocationstruearguments[0, 1, 23]KH bJ7Qwoperation.6exchange :2"b!reasonLayoutRearrangementvalue130invocations1\8Aee==aa99]]  -5-Q5YQuY}u} ) 1)M1UMqUyqy % -%I-QImQumu))MMqq%%IImm!!EEii  A GPW--`` XG"G"??(((d?d?daaFTF(( D -|-|OOq^q^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue1300'?CX?C____nn}}ӴӴ?5dA5A L$C L+hHh+hmim>FFNNVV^^ffnnvv~~ & (&.(0.6086>8@>F@HFNHPNVPXV^X`^f`hfnhpnvv~~&&..63;6>;C>FCKFNKSNVS[[cckkss{{  ##++33;;CCKKSS[[cckkss{{  #&#+&.+3.63;6>;C>FCKFNKSNVS[V^[c^fckfnksnvs{v~{~  ##++3(0088@@HHPPXX``hhppxx  ((0088@@HHPPXX``hhppxx \\ \\ \    \! \!\" \"\# \##2&:&:&B&B&J&J&R&R&Z&Z&b&b&j&j&r&r&z&z&&&&&&&&&&&&&&&&&&&&&&&&&&&&&&&&&'' ' '' '''''''"'"'*'*'2'2':':'B'B'J'J'R'R'Z'Z'b'b'j'j'r'r'z'z'''''''''''''''''''''''''' b)aoperation.1gemm_f16_init_large_rows_interleaved_k80_c48_r72_r740]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue14kernelSpecGemm { multiply: F16, accumulate: F16, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 48 }outputElements3552input0Elements5920input1Elements3840usefulCycles4440physicalWorkCycles4440workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]( bJ7M7operation.1exchange :z2breasonOperatorInputsvalue12invocations1 A11! bz-operation.1reduce_sum_f160]:]za2aaZeqzu*uzy*yz}*}j"" b*RRreasonOperatorKernelvalue12kernelSpecReductionSum { partials: 2 }outputElements3552input0Elements3552input1Elements3552usefulCycles888physicalWorkCycles888workEstimateBasisvector reduction add issue slotsinvocations1uniformInvocationstruearguments[1, 3552] * J'=Iexchange : breasonLayoutRearrangementinvocations1h""**22::BAIBJIQJRQYRZYaZbaibjiqjrqyrzyz    !"!)"*)1*2192:9A:BAIBJIQJRQYRZYaZbaibjiqjrqyrzyz  !!))1199AAIIQQYYaaiiqqyy  !!))1199AAIIQQYYaaiiqqyy  !!))1199AAIIQQYYaaiiqqyy  ! uu         ( ( 0 0 8 8 @ @ H H P P X X ` ` h h p p x x                         ( ( 0 0 8 8 @ @ H H P P X X ` ` h h p p x x                         ( ( 0 q y y                                             !  & ! ) & . ) 1 . 6 1 9 6 > 9 A > F A I F N I Q N V Q Y V ^ Y a ^ f a i f n i q n v q y v ~ y ~                                               !  & ! ) & . ) 1 . 6 1 9 6 > 9 A > F A I F N I Q N V Q Y V ^ Y a ^ f a i f n i q n v q y v ~ y ~                                   !&!)&.)1.6196>9A>FAIFNIQNVQYV^Ya^faifniqnvqyv~y~  !&!)&.)1.6196>9A>FAIFNIQNVQYV^Ya^faifniqnvqyv~y~  !&!)&.)1.6196>9A>FAIFNIQNVQYV^Ya^faifniqnvqyv~y~  !&!)&.)1.6196>9A>FAIFNIQNVQYV^Ya^faifniqnvqyv~y~  !&!)&.)1.6196>9A>FAIFNIQNVQYV^Ya^faifniqnvqyv~y~&&..66>>FFNNVV^^ffnnvqyv~y~  !&!)&.)1.6196>9A>FAIFNIQNVQYV^Ya^faifniqnvqyv~y~  !&&..66>>FFNNVV^^ffnnvv~~&&..66>>FFNIQNVQYV^Ya^faifniqnvqyv~y~  !!))1199AAIIQQYYaaiiqqyy  !&!)&.)1.6196>9A>FAIFNIQNVQYV^Ya^faifniqnvqyv~y~  !!))1199AAI  ((0088@@HHPPXX``hhppxx  ((0088@@HHPPXX``hhppx xx xx  x  ! !" "x# x#x$ x$x% x%%((((((('('(/(/(7(7(?(?(G(G(O(O(W(W(_(_(g(g(o(o(w(w((((((((((((((((((((((((((((((((((((((())))))))')')/)/)7)7)?)?)G)G)O)O)W)W)_)_)g)g)o)o)w)w))))))))))))))))  b)aoperation.2gemm_f16_init_large_rows_interleaved_k80_c48_r72_r740]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue20kernelSpecGemm { multiply: F16, accumulate: F16, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 48 }outputElements3552input0Elements5920input1Elements3840usefulCycles4440physicalWorkCycles4440workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[] ( bJ7M7operation.2exchange :z2breasonOperatorInputsvalue18invocations1 A11!  bz-operation.2reduce_sum_f160]:]za2aaZeqzu*uzy*yz}*}j"" b*RRreasonOperatorKernelvalue18kernelSpecReductionSum { partials: 2 }outputElements3552input0Elements3552input1Elements3552usefulCycles888physicalWorkCycles888workEstimateBasisvector reduction add issue slotsinvocations1uniformInvocationstruearguments[1, 3552]  brwoperation.6fill_zero_u645:5=2==ZA]za*abeem*mRqBreasonLayoutRearrangementvalue32kernelSpecFillZero { offset: 2960, bytes: 720, padding_only: false }outputElements1840invocations1uniformInvocationstruearguments[15, 0]  bJ'A]operation.6exchange : breasonLayoutRearrangementinvocations1l $&..22::>>FAEEMFJJRMQQYRVV^Y]]e^bbjeiiqjnnvquu}vzz}    %""*%))1*..6155=6::B=AAIBJIMLPMURZUYYaaedhemjrmqqyy}|}  "!)$(*2-119489=:B>FDHHLJROWTXX\Zb^fdhhljrnvtxx|z~   "#"&#+&.+/.2082:8<:><D>FDHFJHPJRPTRVT\V^\`^b`hbjhljnltnvtxvzxz  ((,,4488@@DDLLPPXX\\ddhhpptt||   $"*$((0*..66::B:BBFFNFJNRRZRZZ^^f^bgkjrksswvzw  "'"&&.'++3.22:377?:>>F?CCKFNKONVOWV^W[[c^fcgfngonvoss{v~{~  #&#'&.'/.6/33;6>;?>F?GFNGKKSNVSWV^W_^f_cckfnkonvowv~w{{~  #&#+&.+3.63;6>;C>FCKFNKSNVS[V^[c^fckfnksnvs{v~{~       # # + + 3 3 ; ; C C K K S S [ [ c c k k s s { {                        # # + + 3 / 7 3 ; 7 ? ; C ? G C K G O K S O W S [ W _ [ c _ g c k g o k s o w s { w  {                                                #  ' # + ' / + 3 / 7 3 ; 7 ? ; C ? G C K G O K S O W S [ W _ [ c _ g c k g o k s o w s { w  {                                                #  ' # + ' / + 3 / 7 3 ; 7 ? ; C ? G C K G O K S O W S [ W _ [ c _ g c k g o k s o w s { w  {                                                #  ' # + ' / + 3 3 ; ; C C K K S S [ [ c c k k s s { {                              #&#+&**2+3263;6>;C>BBJCKJNKSNVS[VZZb[__cbfcgfngkkonrosrzsww{z~{~    "#"&#''++//3377;;??CCGGKKOOSSWW[[cckkss{{  ##++33;;CCKKSS[[cckkss{{  ##++33;;CCKKSS[[cckkss{{  ##''++//3377;;??CCGGKKOOWW__ggooww  ''//77??GGOOWW__ggooww''//77??GGOOWW__ggooww''//77??GGOOWW__ggooww''//77??GGOOWW__ggoossww{{  ##++33;;CCKKSS[[cckkss{{    !#!)#''+)1+//319377;9A;??CAICGGKIQKOQYRZYaZbaibjiqjrqyrzyz    !"!)"*)1*2192:9A:BAIBJIQJRQYRZYaZbaibjiqjrqyrzyz  !!))1199AAIIQQYYaaiimmqquuyy}}:BDLLTX`dlpx| b-operation.6rearrange_row_major_to_amp_f16_o2_r64_p64_c48_p48_b64x16,U:U]2]]Zaz*z*j* * 1b55=*=RAreasonLayoutRearrangementvalue34kernelSpecRearrange { from: Layout { order: RowMajor, tiling: TensorTiling { tile_count: 1, replicas: 1, axes: [] }, memory_class: Ipu21Standard }, to: Layout { order: BlockMajor(Matrix { row_block: 64, column_block: 16 }), tiling: TensorTiling { tile_count: 48, replicas: 1, axes: [AxisTiling { axis: FromStart(0), partitions: 2, padding_groups: 1, block_size: 1, padding_multiple: 1, shard_padding_multiple: 1, padding: Reject, tile_stride: Some(1) }, AxisTiling { axis: FromStart(1), partitions: 12, padding_groups: 1, block_size: 64, padding_multiple: 64, shard_padding_multiple: 1, padding: Zero, tile_stride: Some(4) }, AxisTiling { axis: FromStart(2), partitions: 2, padding_groups: 1, block_size: 16, padding_multiple: 16, shard_padding_multiple: 1, padding: Zero, tile_stride: Some(2) }] }, memory_class: Ipu21Standard } }outputElements3072input0Elements3072usefulCycles1536physicalWorkCycles1536workEstimateBasisdense copy baseline: 8-byte load + store / 2 issue slotsinvocations1uniformInvocationstruearguments[64, 64, 2, 48, 48, 1]j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     a  a a aa b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue37kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[] b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue38kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0] b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue41kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[] b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM2}z*z*zb*RZreasonOperatorKernelvalue42kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: true, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[1, 0, 23]j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     a  a a aa b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue45kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[] b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue46kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0] b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue49kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[] b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM:}z*z*zb*RZreasonOperatorKernelvalue50kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[0, 0, 23] j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     a  a a aa b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue53kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[] b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue54kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0] b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue57kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[] b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM:}z*z*zb*RZreasonOperatorKernelvalue58kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[0, 0, 23] j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1< < a < a < a     <  a < < a a aa b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue61kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]  b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue62kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0]!! b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue65kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]"" b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM:}z*z*zb*RZreasonOperatorKernelvalue66kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[0, 0, 23]# j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     a  a a aa$$ b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue69kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]%% b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue70kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0]&& b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue73kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]'' b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM:}z*z*zb*RZreasonOperatorKernelvalue74kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[0, 0, 23]( j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     a  a a aa)) b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue77kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]** b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue78kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0]++ b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue81kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[],, b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM:}z*z*zb*RZreasonOperatorKernelvalue82kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[0, 0, 23]- j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     a  a a aa.. b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue85kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]// b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue86kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0]00 b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue89kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]11 b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM:}z*z*zb*RZreasonOperatorKernelvalue90kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[0, 0, 23]2j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     a  a a aa33 b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue93kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]44 b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue94kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0]55 b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue97kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]66 b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM:}z*z*zb*RZreasonOperatorKernelvalue98kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[0, 0, 23]7j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     a  a a aa88 b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2a"aZez*z*z*j**b*RreasonOperatorKernelvalue101kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]99 b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2Y"YZ]z*z*j**zb*RbreasonOperatorKernelvalue102kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0]:: b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2a"aZez*z*z*j**b*RreasonOperatorKernelvalue105kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[];; b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2I"IZM:}z*z*zb*RZreasonOperatorKernelvalue106kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[0, 0, 23]<j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     a  a a aa== b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2a"aZez*z*z*j**b*RreasonOperatorKernelvalue109kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]>> b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2Y"YZ]z*z*j**zb*RbreasonOperatorKernelvalue110kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0]?? b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2a"aZez*z*z*j**b*RreasonOperatorKernelvalue113kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]@@ b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2I"IZM:}z*z*zb*RZreasonOperatorKernelvalue114kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[0, 0, 23]Aj bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     a  a a aaBB b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2a"aZez*z*z*j**b*RreasonOperatorKernelvalue117kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]CC b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2Y"YZ]z*z*j**zb*RbreasonOperatorKernelvalue118kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0]DD b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2a"aZez*z*z*j**b*RreasonOperatorKernelvalue121kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]EE b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2I"IZM:}z*z*zb*RZreasonOperatorKernelvalue122kernelSpecAttentionMerge { value_dimension: 72, 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b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GPi..`` X_"_"WW+((+(d55WdWdyyFTF((# D# E|E|gg^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GPi . .`` XY"Y"QQ%((%(d//QdQdssFTF(( D ?|?|aa^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GPi . .`` XY"Y"QQ%((%(d//QdQdssFTF(( D ?|?|aa^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  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j2"reasonInactiveTilevalue130GPc . .`` XS"S"KK(((d))KdKdmmFTF(( D 9|9|[[}^}^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GPc . .`` XS"S"KK(((d))KdKdmmFTF(( D 9|9|[[}^}^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : 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bJ7M7operation.1exchange :z2breasonOperatorInputsvalue12invocations1 C33# bz-operation.1reduce_sum_f160]:]za2aaZeqzu*uzy*yz}*}j"" b*RRreasonOperatorKernelvalue12kernelSpecReductionSum { partials: 2 }outputElements3552input0Elements3552input1Elements3552usefulCycles888physicalWorkCycles888workEstimateBasisvector reduction add issue slotsinvocations1uniformInvocationstruearguments[1, 3552] * J'=Iexchange : breasonLayoutRearrangementinvocations1hDLLTT\\ddlltt|| & (&.(0.6086>8@>F@HFNHPNVPXV^X`^f`hfnhpnvpxv~x~ & (&.(0.6086>8@>F@HFNHPNVPXV^X`^f`hfnhpnvpxv~~&"*&.*2.62:6>:B>FBJFNJRNVRZV^Zbbjbjjrksrzs{z{    "#"*#+*2+32:3;:B;CBJCKJRKSRZS[Zb[cbjckjrksrzs{z{    "#"*#+*2+32:3;:B;CBJCKJRKSRZS[Zb[cbjckjrksrzs{z{    "#"**22::BBJJRo w w                                               %  ' % - ' / - 5 / 7 5 = 7 ? = E ? G E M G O M U O W U ] W _ ] e _ g e m g o m u o w u } w  }                                                %  ' % - ' / - 5 / 7 5 = 7 ? = E ? G E M G O M U O W U ] W _ ] e _ g e m g o m u o w u } w  }                                    %'%-'/-5/75=7?=E?GEMGOMUOWU]W_]e_gemgomuowu}w}  %'%-'/-5/75=7?=E?GEMGOMUOWU]W_]e_gemgomuowu}w}  %'%-'/-5/75=7?=E?GEMGOMUOWU]W_]e_gemgomuowu}w}  %'%-'/-5/75=7?=E?GEMGOMUOWU]W_]e_gemgomuowu}w}  %'%-'/-5/75=7?=E?GEMGOMUOWU]W_]e_gemgomuowu}w}  %'%-'/-5/75=7?=E?GEMGOMUOWU]W_]e_gemgomuu}}  %%--55==EEMMUU]]eemmuu}}  %%--55==EEMMUU]]eemmuu}}  %%--55==EEMMUU]]eemmuu}}GOOWW__ggooww''//77??GGOOWW__ggooww''//77??GGOOWW__ggooww ~''//77??GGOOWW__ggooww''//77??GGOOWW__ggoow ! !" "# #$ $% %% %& &' '('''''''(((((((((((((( ((&( (((&(.(((0(.(6(0(8(6(>(8(@(>(F(@(H(F(N(H(P(N(V(P(X(V(^(X(`(^(f(`(h(f(n(h(p(n(v(p(x(v(~(x((~((((((((((((((((((((((((((((((((((((((((((((((((((((((((())))))))&)&).).)6)6)>)>)F)F)N)N)V)V)^)^)f)f)n)n)v)v)~)~))))))))))))))  b)aoperation.2gemm_f16_init_large_rows_interleaved_k80_c48_r72_r740]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue20kernelSpecGemm { multiply: F16, accumulate: F16, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 48 }outputElements3552input0Elements5920input1Elements3840usefulCycles4440physicalWorkCycles4440workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[] ( bJ7M7operation.2exchange :z2breasonOperatorInputsvalue18invocations1 C33#  bz-operation.2reduce_sum_f160]:]za2aaZeqzu*uzy*yz}*}j"" b*RRreasonOperatorKernelvalue18kernelSpecReductionSum { partials: 2 }outputElements3552input0Elements3552input1Elements3552usefulCycles888physicalWorkCycles888workEstimateBasisvector reduction add issue slotsinvocations1uniformInvocationstruearguments[1, 3552]  brwoperation.6fill_zero_u645:5=2==ZA]za*abeem*mRqBreasonLayoutRearrangementvalue32kernelSpecFillZero { offset: 2960, bytes: 720, padding_only: false }outputElements1840invocations1uniformInvocationstruearguments[15, 0]  brwoperation.6fill_zero_u645:5=2==ZA]za*abeem*mRqBreasonLayoutRearrangementvalue33kernelSpecFillZero { offset: 528, bytes: 3568, padding_only: false }outputElements2048invocations1uniformInvocationstruearguments[74, 2] brwoperation.6fill_zero_u645:5=2==ZA]za*abeem*mRqBreasonLayoutRearrangementvalue34kernelSpecFillZero { offset: 48, bytes: 4048, padding_only: false }outputElements2048invocations1uniformInvocationstruearguments[84, 2] bJ'AQoperation.6exchange : breasonLayoutRearrangementinvocations1l $$,,0088<<DDHHPPTT\\``hhllttxx  ((,,4488@@HHLLTTXX``ddllppxx||     $ $$,$((0,008044<8<<D<@@HDHHPHLLTPTT\TXX`\``ddllppxx||    $$,,0088<<D=AAIDHHPIMMUPTT\UYYa\``haeemhlltmqqytxy}}    !!%%--1199==EEIIQQUU]]aaiimmuuyy  !!))--5599AAEEMMQQYY]]eeiiqquu}}    !!%%--1199==EEIIQQUU]]aaiimmuuyy  !!))--5599AAEEMMQQYY]]eeiiqquu}}  %%--55==EEMMUU]]eemmuu}{}             #  % # + % - + 3 - 5 3 ; 5 = ; C = E C K E M K S M U S [ U ] [ c ] e c k e m k s m u s { u } { }                                              #  % # + % - + 3 - 5 3 ; 5 = ; C = E C K E M K S M U S [ U ] [ c ] e c k e m k s m u s { u } { }                                               #  & # + & . + 3 . 6 3 ; 6 > ; C > F C G G K K O O S S W W [ [ _ _ c ` h c g g k h p k o o s p x s w w { x {                                  ( ( 0 0 8 8 @ @ H H P P X X ` ` h h p p x x                         ( ( 0 . 6 0 8 6 > 8 @ > F @ H F N H P N V P X V ^ X ` ^ f ` h f n h p n v p x v ~ x ~                                     ! (!)(0)108198@9A@HAIHPIQPXQYX`\d`hdlhpltpxt|x|  !%!)%-)1-5195=9A=EAIEMIQMQQUQYUYY]Ya]aaeaieiimiqmqquqyuyy}y}    !  $!)$((,)1,00419488<9A<@@DAIDHHLIQLPPTQYT\Y]]aaeeifnimmqqurzuyy}}~  % $$(%))1,004155=8<<@=AAIDHHLIMMUPTTXUYYa\``daeemhllpmqqyt|y}}&&..66>>FFNNVV^^ffnnvv~~""&&**..2266::>>FFNNVV^^ffnnvv~~&&..66>>FFNNVV^^ffnnvv~~&&..66>>FFNNVV^^ffnnvv~~&&..66>>FFNNVV^^ffnnvv~~&&..66>>FFNNVV^^ffnnrrvvzz~~&&..66>>FFNNVV^^ffnnvv~~&&..66>>FFNNVV^^ffnnvv~~&&..66>>BBFFJJNNRRVVZZ^^bbffjjnnrrvvzz~~ b-operation.6rearrange_row_major_to_amp_f16_o2_r64_p64_c32_p32_b64x16,U:U]2]]Zaz*z*j* * 1b55=*=RAreasonLayoutRearrangementvalue34kernelSpecRearrange { from: Layout { order: RowMajor, tiling: TensorTiling { tile_count: 1, replicas: 1, axes: [] }, memory_class: Ipu21Standard }, to: Layout { order: BlockMajor(Matrix { row_block: 64, column_block: 16 }), tiling: TensorTiling { tile_count: 48, replicas: 1, axes: [AxisTiling { axis: FromStart(0), partitions: 2, padding_groups: 1, block_size: 1, padding_multiple: 1, shard_padding_multiple: 1, padding: Reject, tile_stride: Some(1) }, AxisTiling { axis: FromStart(1), partitions: 12, padding_groups: 1, block_size: 64, padding_multiple: 64, shard_padding_multiple: 1, padding: Zero, tile_stride: Some(4) }, AxisTiling { axis: FromStart(2), partitions: 2, padding_groups: 1, block_size: 16, padding_multiple: 16, shard_padding_multiple: 1, padding: Zero, tile_stride: Some(2) }] }, memory_class: Ipu21Standard } }outputElements2048input0Elements2048usefulCycles1024physicalWorkCycles1024workEstimateBasisdense copy baseline: 8-byte load + store / 2 issue slotsinvocations1uniformInvocationstruearguments[64, 64, 2, 32, 32, 1]j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     a  a a aa b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue37kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[] b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue38kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0] b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue41kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[] b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM2}z*z*zb*RZreasonOperatorKernelvalue42kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: true, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[1, 0, 23]j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     a  a a aa b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue45kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[] b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue46kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0] b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue49kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[] b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM:}z*z*zb*RZreasonOperatorKernelvalue50kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[0, 0, 23] j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     a  a a aa b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue53kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[] b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue54kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0] b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue57kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[] b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM:}z*z*zb*RZreasonOperatorKernelvalue58kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[0, 0, 23] j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1< a a a         a  a a ;; aa!! b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue61kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]"" b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue62kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0]## b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue65kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]$$ b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM:}z*z*zb*RZreasonOperatorKernelvalue66kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[0, 0, 23]% j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     a  a a aa&& b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue69kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]'' b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue70kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0](( b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue73kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[])) b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM:}z*z*zb*RZreasonOperatorKernelvalue74kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[0, 0, 23]* j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     a  a a aa++ b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue77kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[],, b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue78kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0]-- b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue81kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[].. b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM:}z*z*zb*RZreasonOperatorKernelvalue82kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[0, 0, 23]/ j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     a  a a aa00 b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue85kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]11 b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue86kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0]22 b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue89kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]33 b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM:}z*z*zb*RZreasonOperatorKernelvalue90kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[0, 0, 23]4j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     a  a a aa55 b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue93kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]66 b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue94kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0]77 b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue97kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]88 b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM:}z*z*zb*RZreasonOperatorKernelvalue98kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[0, 0, 23]9j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     a  a a aa:: b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2a"aZez*z*z*j**b*RreasonOperatorKernelvalue101kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[];; b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2Y"YZ]z*z*j**zb*RbreasonOperatorKernelvalue102kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0]<< b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2a"aZez*z*z*j**b*RreasonOperatorKernelvalue105kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]== b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2I"IZM:}z*z*zb*RZreasonOperatorKernelvalue106kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[0, 0, 23]>j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     a  a a aa?? b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2a"aZez*z*z*j**b*RreasonOperatorKernelvalue109kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]@@ b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2Y"YZ]z*z*j**zb*RbreasonOperatorKernelvalue110kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0]AA b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2a"aZez*z*z*j**b*RreasonOperatorKernelvalue113kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]BB b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2I"IZM:}z*z*zb*RZreasonOperatorKernelvalue114kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[0, 0, 23]Cj bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     a  a a aaDD b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2a"aZez*z*z*j**b*RreasonOperatorKernelvalue117kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]EE b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2Y"YZ]z*z*j**zb*RbreasonOperatorKernelvalue118kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0]FF b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2a"aZez*z*z*j**b*RreasonOperatorKernelvalue121kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]GG b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2I"IZM:}z*z*zb*RZreasonOperatorKernelvalue122kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[0, 0, 23]Hv bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     i  i i qqII b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2a"aZez*z*z*jB*b*RreasonOperatorKernelvalue125kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements2000usefulCycles646.875physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]JJ b!Uoperation.6attention_softmax_d72_p64_tail_f16,U:UzY2Y"YZ]z*z*j**zb*RbreasonOperatorKernelvalue126kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 25, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles1260physicalWorkCycles1332workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 25, 0]KK b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2a"aZez*z*z*jB*b*RreasonOperatorKernelvalue129kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements2000usefulCycles646.875physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]LL b!operation.6attention_merge_v72_p80_out16_f16(M:MzQ2QQZU2z*z*zz*b*RZreasonOperatorKernelvalue31kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: true }outputElements1656input0Elements1840input1Elements46input2Elements1702invocations1uniformInvocationstruearguments[0, 1, 23]MH bJ7Qwoperation.6exchange :2"b!reasonLayoutRearrangementvalue130invocations1\CgZ~g~2?2V?cVzcz  .;.R;_Rv_v*7*N7[Nr[r33WW{{  //SSww++OOss''KKoo##GGkk  C GPW--``  X G"G"EE(((d?d?daaFTF(( D -|-|OOq^q^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130h'))**+(+%-X%-cCcC_p_nndLJLJ K8!Kh" EFG%DH%QtIQ}J} K /LM/LOhoOh= q=GqGr7s7tAhuAkk'' ĥ4<4IIIc Icx@x\Ȯk@k`,++EEZZoLoĹ0Ƚl  'P'''7=7=7R7R+j+jIpIYYYYM$Mkk  {({{4{4oLDoLaa7{(7{HdYHYh ..CC{]h{]rr,ɜɜ+ broperation.0fill_zero_u64(M:MU2UUZYuzy*yj}}rb*RBreasonLayoutRearrangementvalue4kernelSpecFillZero { offset: 9472, bytes: 2368, padding_only: true }outputElements4736usefulCycles0physicalWorkCycles0workEstimateBasispadding initialization: no useful tensor workinvocations1uniformInvocationstruearguments[49, 2] broperation.0fill_zero_u64(M:MU2UUZYuzy*yj}}rb*RBreasonLayoutRearrangementvalue7kernelSpecFillZero { offset: 2048, bytes: 512, padding_only: true }outputElements3072usefulCycles0physicalWorkCycles0workEstimateBasispadding initialization: no useful tensor workinvocations1uniformInvocationstruearguments[10, 4] broperation.0fill_zero_u64(M:MU2UUZYuzy*yj}}rb*RBreasonLayoutRearrangementvalue7kernelSpecFillZero { offset: 4608, bytes: 512, padding_only: true }outputElements3072usefulCycles0physicalWorkCycles0workEstimateBasispadding initialization: no useful tensor workinvocations1uniformInvocationstruearguments[10, 4] broperation.0fill_zero_u64(M:MU2UUZYuzy*yj}}rb*RBreasonLayoutRearrangementvalue7kernelSpecFillZero { offset: 7168, bytes: 512, padding_only: true }outputElements3072usefulCycles0physicalWorkCycles0workEstimateBasispadding initialization: no useful tensor workinvocations1uniformInvocationstruearguments[10, 4] bJ'A'%operation.0exchange : breasonLayoutRearrangementinvocations1H HPQYYaaiiqqyy  !!)%-)1-5195=9A=EAIEMIQMUQYU]Ya]eaiemiqmuqyu}y}    !%!)%-)1-5195=:B=EBJEMLTMUT\U]\d]edlemltmut|u}|}    $%$,%-,4-54<5=<D=EDLEMLTMUT\U]\d]edlemltmut|u}|}    $%$,%-,4-54<5=<D=EDLEMMUU]]eemmuu}}  %%--55==EEMMUU]]eemmuu}}  %%--55==EEMMUU]]eemmuu}}  %%--55==EEMMUU]]eemmuu}}  %%--55=9A=EAIEMIQMUQYU]Ya]eaiemiqmuqyu}y}             !  % ! ) ) 1 1 9 9 A A I I Q Q Y Y a a i i q q y y                        ! ! ) ) 1 1 9 9 A A I I Q Q Y Y a a i i q q y y                        ! ! ) ) 1 1 9 9 A A I I Q Q Y Y a a i i q q y y                        ! ! ) ) 1 1 9 9 A A I I Q Q Y Y a a i i q q y y                        ! ! ) ) 1 1 9 9 A A I I Q Q Y Y a a i i q q y  y   y y  y y  yaiiqqyy  !!))1199AAIIQQYYa b)aoperation.0gemm_f16_init_large_rows_interleaved_k80_c48_r72_r740]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue8kernelSpecGemm { multiply: F16, accumulate: F16, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 48 }outputElements3552input0Elements4736input1Elements3072usefulCycles3552physicalWorkCycles4440workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]( bJ7M7operation.0exchange :z2breasonOperatorInputsvalue6invocations1 C   bz-operation.0reduce_sum_f160]:]za2aaZeqzu*uzy*yz}*}j"" b*RRreasonOperatorKernelvalue6kernelSpecReductionSum { partials: 2 }outputElements3456input0Elements3456input1Elements3456usefulCycles864physicalWorkCycles864workEstimateBasisvector reduction add issue slotsinvocations1uniformInvocationstruearguments[1, 3456] broperation.1fill_zero_u64(M:MU2UUZYuzy*yj}}rb*RBreasonLayoutRearrangementvalue10kernelSpecFillZero { offset: 9472, bytes: 2368, padding_only: true }outputElements4736usefulCycles0physicalWorkCycles0workEstimateBasispadding initialization: no useful tensor workinvocations1uniformInvocationstruearguments[49, 2]  broperation.1fill_zero_u64(M:MU2UUZYuzy*yj}}rb*RBreasonLayoutRearrangementvalue13kernelSpecFillZero { offset: 2048, bytes: 512, padding_only: true }outputElements3072usefulCycles0physicalWorkCycles0workEstimateBasispadding initialization: no useful tensor workinvocations1uniformInvocationstruearguments[10, 4]  broperation.1fill_zero_u64(M:MU2UUZYuzy*yj}}rb*RBreasonLayoutRearrangementvalue13kernelSpecFillZero { offset: 4608, bytes: 512, padding_only: true }outputElements3072usefulCycles0physicalWorkCycles0workEstimateBasispadding initialization: no useful tensor workinvocations1uniformInvocationstruearguments[10, 4]  broperation.1fill_zero_u64(M:MU2UUZYuzy*yj}}rb*RBreasonLayoutRearrangementvalue13kernelSpecFillZero { offset: 7168, bytes: 512, padding_only: true }outputElements3072usefulCycles0physicalWorkCycles0workEstimateBasispadding initialization: no useful tensor workinvocations1uniformInvocationstruearguments[10, 4] 8( J'=Dexchange : breasonLayoutRearrangementinvocations1(""**22::BBJJRRZZbbjjrrzz  ""**22::BBJJRRZZbbjjrrzz  ""**22::BBJJRRZZbbjjrrzz                 %  & % - & . - 5 . 6 5 = 6 > = E > F E M F N M U N V U ] V ^ ] e ^ f e m f n m u n v u } v ~ } ~                                               %  & % - & . - 5 . 6 5 = 6 > = E > F E M F N M U N V U ] V ^ ] e ^ f e m f n m u n v u } v ~ } ~                                               %  & % - & . - 5 . 6 5 = 6 > = E > F E M F N M U N V U ] V ^ ] e ^ f e m f n m u n v u } v ~ } ~                                               %  & % - & . - 5 . 6 5 = 6 > = E > F E M F N M U N V U ] V ^ ] e ^ f e m f n m u n v u } v ~ } ~                                               %  & % - & . - 5 . 6 5 = 6 > = E > F E M F N M U N V U ] V ^ ] e ^ f e m f n m u n v u } v ~ } ~                                   %&%-&.-5.65=6>=E>FEMFNMUNVU]V^]e^femfnmunvu}v~}~  #&#+&.+3.63;6>;C>FCKFNKSNVS[V^[c^fckfnksnvs{v~{~  #&#+&.+3.63;6>;C>FCKFNKSNVS[V^[c^fckfnksnvs{v~{~  #&#+&.+3.63;6>;C>FCKFNKSNVS[V^[c^fckfnksnvs{v~{~  #&#+&.+3.63;6>;C>FCKFNKSNVS[V^[c^fckfnksnvs{v~{~  &&.+3.63;6>;C>FCKFNKSNVS[V^[c^fckfnksnvs{v~{~  ##++33;;CCKKSS[[cckkss{{  ##++33;;CCKKSS[[cckkss{{  ##++33;;CCKKSS[[cckkss{{  #&#+&.+3.63;6>;C>FCKFNKSNVS[V^[c^fckfnksnvs{v~{~  ##++33;;CCKKSS[[cckkss{{  ##++33;;CCKKSS[[cckkss{{  ##++33;;CCKKSS[[cckkss{{  ##++33;;CCKKSS[[cck m m 55 m '''''#'#'+'+'3'3';';'C'C'K'K'S'S'['['c'c'k'k's's'{'{'''''''''''''''''''''''''''''''''(( (  b)aoperation.1gemm_f16_init_large_rows_interleaved_k80_c48_r72_r740]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue14kernelSpecGemm { multiply: F16, accumulate: F16, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 48 }outputElements3552input0Elements4736input1Elements3072usefulCycles3552physicalWorkCycles4440workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]( bJ7M7operation.1exchange :z2breasonOperatorInputsvalue12invocations1 C   bz-operation.1reduce_sum_f160]:]za2aaZeqzu*uzy*yz}*}j"" b*RRreasonOperatorKernelvalue12kernelSpecReductionSum { partials: 2 }outputElements3456input0Elements3456input1Elements3456usefulCycles864physicalWorkCycles864workEstimateBasisvector reduction add issue slotsinvocations1uniformInvocationstruearguments[1, 3456] broperation.2fill_zero_u64(M:MU2UUZYuzy*yj}}rb*RBreasonLayoutRearrangementvalue16kernelSpecFillZero { offset: 9472, bytes: 2368, padding_only: true }outputElements4736usefulCycles0physicalWorkCycles0workEstimateBasispadding initialization: no useful tensor workinvocations1uniformInvocationstruearguments[49, 2] broperation.2fill_zero_u64(M:MU2UUZYuzy*yj}}rb*RBreasonLayoutRearrangementvalue19kernelSpecFillZero { offset: 2048, bytes: 512, padding_only: true }outputElements3072usefulCycles0physicalWorkCycles0workEstimateBasispadding initialization: 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5 . 6 5 = 6 > = E > F E M F N M U N V U ] V ^ ] e ^ f e m f n m u n v u } v ~ } ~                                               %  & % - & . - 5 . 6 5 = 6 > = E > F E M F N M U N V U ] V ^ ] e ^ f e m f n m u n v u } v ~ } ~                                               %  & % - & . - 5 . 6 5 = 6 > = E > F E M F N M U N V U ] V ^ ] e ^ f e m f n m u n v u } v ~ } ~                                     % % - - 5 5 = = E E M M U U ] ] e e m m u u } }                   %%--55==EEMMUU]]eemmuu}}  oww  %'%-'/-5/75=7?=E?GEMGOMUOWU]W_]e_gemgomuowu}w}  #'#+'/+3/73;7?;C?GCKGOKSOWS[W_[c_gckgoksows{w{  #'#+'/+3/73;7?;C?GCKGOKSOWS[W_[c_gckgoksows{w{  #'#+'/+3/73;7?;C?GCKGOKSOWS[W_[c_gckgoksows{w{&'&.'/.6/76>7?>F?GFNGONVOWV^W_^f_gfngonvowv~w~  %'%-'/-5/75=7?=E?GEMGOMUOWU]W_]e_gemgomuowu}w}  #'#+'/+3/73;7?;C?GCKGOKSOWS[W_[c_gckgokss{{  ##++33;;CCKKSS[[cckkss{{  #'#+'/+3/73;7?;C?GCKGOKSOWS[W_[c_gckgoksows{w{  ##++33;;CCKKSS[[cckkss{{  $$,,44<<DDLLTT\\ddlltt||  $$,,44<<DDLLTT\\ddlltt||  $ % % % QQ((((((()))))))) ) )()()0)0)8)8)@)@)H)H)P)P)X)X)`)`)h)h)p)p)x)x)))))))))))))))))))))))))) b)aoperation.2gemm_f16_init_large_rows_interleaved_k80_c48_r72_r740]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue20kernelSpecGemm { multiply: F16, accumulate: F16, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 48 }outputElements3552input0Elements4736input1Elements3072usefulCycles3552physicalWorkCycles4440workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]( bJ7M7operation.2exchange :z2breasonOperatorInputsvalue18invocations1 C   bz-operation.2reduce_sum_f160]:]za2aaZeqzu*uzy*yz}*}j"" b*RRreasonOperatorKernelvalue18kernelSpecReductionSum { partials: 2 }outputElements3456input0Elements3456input1Elements3456usefulCycles864physicalWorkCycles864workEstimateBasisvector reduction add issue slotsinvocations1uniformInvocationstruearguments[1, 3456] brwoperation.6fill_zero_u645:5=2==ZA]za*abeem*mRqBreasonLayoutRearrangementvalue32kernelSpecFillZero { offset: 2960, bytes: 720, padding_only: false }outputElements1840invocations1uniformInvocationstruearguments[15, 0] brwoperation.6fill_zero_u645:5=2==ZA]za*abeem*mRqBreasonLayoutRearrangementvalue33kernelSpecFillZero { offset: 528, bytes: 3568, padding_only: false }outputElements2048invocations1uniformInvocationstruearguments[74, 2] brwoperation.6fill_zero_u645:5=2==ZA]za*abeem*mRqBreasonLayoutRearrangementvalue34kernelSpecFillZero { offset: 48, bytes: 4048, padding_only: false }outputElements2048invocations1uniformInvocationstruearguments[84, 2] bJ'ALoperation.6exchange : breasonLayoutRearrangementinvocations1,$,,44<<DCGDLIQLTQUT\U]]a`hemhpqurzu}}~   "%%)&.)1152:5==A>FAIIMJRMUUYV^Yaaebjemmqnvqyy}z}&&..66>>FFNNVV^^ffnnvv~~&&..66>>FFNNVV^^ffnnvv~~&&..66>>FFNNVV^^ffnnvv~z~~~ &&&.*..6.66>:>>F>FFNJNNVNVV^Z^^f^ffnjnnvnvv~z~~~    "#"&#+&.+3.22:3;;CCKKSS[[cckkss{{  ##++33;;CCKKSS[[cckkss{{  ##++33;;CCKKSS[[cckkss{{              #  ' # + ' / + 3 / 3 3 7 7 ; 8 @ ; ? ? C @ H C G G K H P K O O S P X S W W [ X ` [ _ _ c ` h c g g k h l k o o w p t v z w  z ~ ~                                                               #  ( # ' ' + ( 0 + / 0 4 4 8 8 < < @ @ D D H H L L P P T T X X \ \ ` ` d d h h l l p p x x                                  $ $ ( ( , , 0 0 8 8 @ @ H H P P X X ` ` h h p p x x                                           !  ( ! ) ( 0 ) 1 0 8 1 9 8 @ 9 A @ H A I H P I Q P X Q Y X ` Y a ` h a e e i i m j r m q q u r z u y y } z }                                                  !  $ ! % % ) & . ) - - 1 . 6 1 5 5 9 6 > 9 = = A > F A E E I F N I M M Q N V Q U U Y V ^ Y ] ] a ^ f f n n v v ~ ~                 &&..66>>FFNNVV^^ffnnvv~~&&..66>>FFNNVVZZ^^bbjjrrzz  ""**22::BBJJRRZZbbjjrrzz  ""**22::BBJJRRZZbbjjrrzz  ""**22::BBFFJJNNRRVVZZ^^bbffjjnnrrvvzz~~  ""**22::BBJJRRZZbbjjrrzz    """*"**2*22:2::B:BBJBJJRJRRZRZZbZbbjbjjrjrrzrzzz    """*"**2*22:2::B:BBJBJJRJRRZRZZbZbbjbjjrjrrzyz    !"!)"*)1*2192:9=:B=AAEBJEIIMJRMQQYRVVZZ^^bbffjjnnrowrvvzwz~~  ##++33;;CCKKSS[[cckkss{{  ##++33;;CCKKSS[[cckkss{{  ##''++//3377??GGOOWW__ggooww b-operation.6rearrange_row_major_to_amp_f16_o2_r64_p64_c32_p32_b64x16,U:U]2]]Zaz*z*j* * 1b55=*=RAreasonLayoutRearrangementvalue34kernelSpecRearrange { from: Layout { order: RowMajor, tiling: TensorTiling { tile_count: 1, replicas: 1, axes: [] }, memory_class: Ipu21Standard }, to: Layout { order: BlockMajor(Matrix { row_block: 64, column_block: 16 }), tiling: TensorTiling { tile_count: 48, replicas: 1, axes: [AxisTiling { axis: FromStart(0), partitions: 2, padding_groups: 1, block_size: 1, padding_multiple: 1, shard_padding_multiple: 1, padding: Reject, tile_stride: Some(1) }, AxisTiling { axis: FromStart(1), partitions: 12, padding_groups: 1, block_size: 64, padding_multiple: 64, shard_padding_multiple: 1, padding: Zero, tile_stride: Some(4) }, AxisTiling { axis: FromStart(2), partitions: 2, padding_groups: 1, block_size: 16, padding_multiple: 16, shard_padding_multiple: 1, padding: Zero, tile_stride: Some(2) }] }, memory_class: Ipu21Standard } }outputElements2048input0Elements2048usefulCycles1024physicalWorkCycles1024workEstimateBasisdense copy baseline: 8-byte load + store / 2 issue slotsinvocations1uniformInvocationstruearguments[64, 64, 2, 32, 32, 1]j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     a  a a aa 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}outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]$$ b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue46kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0]%% b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue49kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 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b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GPi..`` X_"_"WW+((+(d55WdWdyyFTF((# D# E|E|gg^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GPi..`` X_"_"WW+((+(d55WdWdyyFTF((# D# E|E|gg^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GPi..`` X_"_"WW+((+(d55WdWdyyFTF((# D# E|E|gg^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GPi..`` X_"_"WW+((+(d55WdWdyyFTF((# D# E|E|gg^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GPi . .`` XY"Y"QQ%((%(d//QdQdssFTF(( D ?|?|aa^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GPi . .`` XY"Y"QQ%((%(d//QdQdssFTF(( D ?|?|aa^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GPi . .`` XY"Y"QQ%((%(d//QdQdssFTF(( D ?|?|aa^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GPi . .`` XY"Y"QQ%((%(d//QdQdssFTF(( D ?|?|aa^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GPc . .`` XS"S"QQ%((%(d))KdKdmmFTF(( D 9|9|[[}^}^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GPc . .`` XS"S"QQ%((%(d))KdKdmmFTF(( D 9|9|[[}^}^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GPc . .`` XS"S"QQ%((%(d))KdKdmmFTF(( D 9|9|[[}^}^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GPc . .`` XS"S"QQ%((%(d))KdKdmmFTF(( D 9|9|[[}^}^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GP]..`` XS"S"KK(((d))KdKdmmFTF(( D 9|9|[[}^}^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GP]..`` XS"S"KK(((d))KdKdmmFTF(( D 9|9|[[}^}^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GP]..`` XS"S"KK(((d))KdKdmmFTF(( D 9|9|[[}^}^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GP]..`` XS"S"KK(((d))KdKdmmFTF(( D 9|9|[[}^}^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130`!)#)#U$U$%%&H&AxA ^ ^nn LJPLJK K}"}$DEF%\G%QHQ}I} J JLJf0nf=o=G$pGhq#E@r#E͂͂x'x'<44I IIcIcxx\ԯ@kkس|+`+EظEZZoĺo< @ \ '''@'7=`7=7R7R+j|+jII`YYY$YMMkk  {{{4D{4oLoLa(a7{7{dHYY..ChC{]{]rr՜՜4 broperation.0fill_zero_u64(M:MU2UUZYuzy*yj}}rb*RBreasonLayoutRearrangementvalue4kernelSpecFillZero { offset: 9472, bytes: 2368, padding_only: true }outputElements4736usefulCycles0physicalWorkCycles0workEstimateBasispadding initialization: no useful tensor workinvocations1uniformInvocationstruearguments[49, 2] broperation.0fill_zero_u64(M:MU2UUZYuzy*yj}}rb*RBreasonLayoutRearrangementvalue7kernelSpecFillZero { offset: 2048, bytes: 512, padding_only: true }outputElements3072usefulCycles0physicalWorkCycles0workEstimateBasispadding initialization: no useful tensor workinvocations1uniformInvocationstruearguments[10, 4] broperation.0fill_zero_u64(M:MU2UUZYuzy*yj}}rb*RBreasonLayoutRearrangementvalue7kernelSpecFillZero { offset: 4608, bytes: 512, padding_only: true }outputElements3072usefulCycles0physicalWorkCycles0workEstimateBasispadding initialization: no useful tensor workinvocations1uniformInvocationstruearguments[10, 4] broperation.0fill_zero_u64(M:MU2UUZYuzy*yj}}rb*RBreasonLayoutRearrangementvalue7kernelSpecFillZero { offset: 7168, bytes: 512, padding_only: true }outputElements3072usefulCycles0physicalWorkCycles0workEstimateBasispadding initialization: no useful tensor workinvocations1uniformInvocationstruearguments[10, 4] bJ'A$operation.0exchange : breasonLayoutRearrangementinvocations1$ 9AAIGOIQPXQYX`Ya`haihpiqpxqyxy   ! 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( 0 . 6 0 8 6 > 8 @ > F @ H F N H P N V P X V ^ X ` ^ f ` h f n h p n v p x v ~ x ~                          ( ( 0 0 8 8 @ @ H H P P X X ` ` h h p p x x                         ( ( 0 0 8 8 @ @ H H P P X X ` ` h h p p x x                         ( ( 0 0 8 8 @ @ H H P P X X ` ` h h p p x x                         ( ( 0 0 8 8 @ @ H H P P X X ` ` h h p p x  x   x x  x x  x_ggooww b)aoperation.0gemm_f16_init_large_rows_interleaved_k80_c48_r72_r740]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue8kernelSpecGemm { multiply: F16, accumulate: F16, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 48 }outputElements3552input0Elements4736input1Elements3072usefulCycles3552physicalWorkCycles4440workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]( bJ7M7operation.0exchange :z2breasonOperatorInputsvalue6invocations1 E   bz-operation.0reduce_sum_f160]:]za2aaZeqzu*uzy*yz}*}j"" b*RRreasonOperatorKernelvalue6kernelSpecReductionSum { partials: 2 }outputElements3456input0Elements3456input1Elements3456usefulCycles864physicalWorkCycles864workEstimateBasisvector reduction add issue slotsinvocations1uniformInvocationstruearguments[1, 3456] broperation.1fill_zero_u64(M:MU2UUZYuzy*yj}}rb*RBreasonLayoutRearrangementvalue10kernelSpecFillZero { offset: 9472, bytes: 2368, padding_only: true }outputElements4736usefulCycles0physicalWorkCycles0workEstimateBasispadding initialization: no useful tensor workinvocations1uniformInvocationstruearguments[49, 2]  broperation.1fill_zero_u64(M:MU2UUZYuzy*yj}}rb*RBreasonLayoutRearrangementvalue13kernelSpecFillZero { offset: 2048, bytes: 512, padding_only: true }outputElements3072usefulCycles0physicalWorkCycles0workEstimateBasispadding initialization: no useful tensor workinvocations1uniformInvocationstruearguments[10, 4]  broperation.1fill_zero_u64(M:MU2UUZYuzy*yj}}rb*RBreasonLayoutRearrangementvalue13kernelSpecFillZero { offset: 4608, bytes: 512, padding_only: true }outputElements3072usefulCycles0physicalWorkCycles0workEstimateBasispadding initialization: no useful tensor workinvocations1uniformInvocationstruearguments[10, 4]  broperation.1fill_zero_u64(M:MU2UUZYuzy*yj}}rb*RBreasonLayoutRearrangementvalue13kernelSpecFillZero { offset: 7168, bytes: 512, padding_only: true }outputElements3072usefulCycles0physicalWorkCycles0workEstimateBasispadding initialization: no useful tensor workinvocations1uniformInvocationstruearguments[10, 4] 8( J'=Cexchange : breasonLayoutRearrangementinvocations1EMMUU]]eemmuv~~  ""**22::BBJJRRZZbbjjrrzz  ""**22::BBJJRRZZbbjjrrzz   " ("*(0*2082:8@:B@HBJHPJRPXRZX`Zb`hhppxx  ((0088@@HHPNVPXV^X`^f`hfnhpnvpxx''//77??GGOOWW__ggooww  !'!)'/)1/7197?9A?GAIGOIQOWQYW_Ya_gaigoiqowqywy  !'!)'//77??GGOOWW__ggooww                '  ( ' / ( 0 / 7 0 8 7 ? 8 @ ? G @ H G O H P O W P X W _ X ` _ g ` h g o h p o w p x w  x                                                 '  ( ' / ( 0 / 7 0 8 7 ? 8 @ ? G @ H G O H P O W P X W _ X ` _ g ` h g o h p o w p x w  x                                        ( ( 0 0 8 8 @ @ H H P P X X ` ` h h p p x x                         ( ( 0 0 8 8 @ @ H H P P X X ` ` h h p p x x      ""**22::BBJJRRZZbbjjrrzz    "$"*$,*2,42:4<:B<DBJDLJRLTRZT\Zb\dbjdljrltrzt|z|    "$"*$,*2,42:4<:B<DBJDLJRLTRZT\Zb\dbjdljrltrzt|z|    "$"*$,*2,42:4<:B<DBJDLJRLTRZT\Zb\dbjdljrltrzt|z|    $$,*2,42:4<:B<DBJDLJRLTRZT\Zb\dbjdljrltrzt|z|    "$"*$,*2,42:4<:B<DBJDLJRLTRZT\Zb\dbjdljrltrzt|z|    "$"*$,*2,42:4<:B<DBJDLJRLTRZT\Zb\dbjdljrltrzt|z|    "$"*$,*2,42:4<:B<DBJDLJRLTRZT\Zb\dbjdljrltrzt|z|  ""**22::BBJJRRZZbbjjrrzz  ""**22::BBJJRRZZbbj jj j  j j j j  33 j &&&&&!&!&)&)&1&1&9&9&A&A&I&I&Q&Q&Y&Y&a&a&i&i&q&q&y&y&&&&&&  b)aoperation.1gemm_f16_init_large_rows_interleaved_k80_c48_r72_r740]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue14kernelSpecGemm { multiply: F16, accumulate: F16, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 48 }outputElements3552input0Elements4736input1Elements3072usefulCycles3552physicalWorkCycles4440workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]( bJ7M7operation.1exchange :z2breasonOperatorInputsvalue12invocations1 E   bz-operation.1reduce_sum_f160]:]za2aaZeqzu*uzy*yz}*}j"" b*RRreasonOperatorKernelvalue12kernelSpecReductionSum { partials: 2 }outputElements3456input0Elements3456input1Elements3456usefulCycles864physicalWorkCycles864workEstimateBasisvector reduction add issue slotsinvocations1uniformInvocationstruearguments[1, 3456] broperation.2fill_zero_u64(M:MU2UUZYuzy*yj}}rb*RBreasonLayoutRearrangementvalue16kernelSpecFillZero { offset: 9472, bytes: 2368, padding_only: true }outputElements4736usefulCycles0physicalWorkCycles0workEstimateBasispadding initialization: no useful tensor workinvocations1uniformInvocationstruearguments[49, 2] broperation.2fill_zero_u64(M:MU2UUZYuzy*yj}}rb*RBreasonLayoutRearrangementvalue19kernelSpecFillZero { offset: 2048, bytes: 512, padding_only: true }outputElements3072usefulCycles0physicalWorkCycles0workEstimateBasispadding initialization: no useful tensor workinvocations1uniformInvocationstruearguments[10, 4] broperation.2fill_zero_u64(M:MU2UUZYuzy*yj}}rb*RBreasonLayoutRearrangementvalue19kernelSpecFillZero { offset: 4608, bytes: 512, padding_only: true }outputElements3072usefulCycles0physicalWorkCycles0workEstimateBasispadding initialization: no useful tensor workinvocations1uniformInvocationstruearguments[10, 4] broperation.2fill_zero_u64(M:MU2UUZYuzy*yj}}rb*RBreasonLayoutRearrangementvalue19kernelSpecFillZero { offset: 7168, bytes: 512, padding_only: true }outputElements3072usefulCycles0physicalWorkCycles0workEstimateBasispadding initialization: no useful tensor workinvocations1uniformInvocationstruearguments[10, 4] * J'=Cexchange : breasonLayoutRearrangementinvocations1EMMUU]]eemmuv~~  ""**22::BBJJRRZZbbjjrrzz  ""**22::BBJJRRZZbbjjrrzz   " ("*(0*2082:8@:B@HBJHPJRPXRZX`Zb`hhppxx  ((0088@@HHPNVPXV^X`^f`hfnhpnvpxx''//77??GGOOWW__ggooww  !'!)'/)1/7197?9A?GAIGOIQOWQYW_Ya_gaigoiqowqywy  !'!)'//77??GGOOWW__ggooww        ' ' / / 7 7 ? ? G G O O W W _ _ g g o o w w                           ' ' / / 7 7 ? ? G G O O W W _ _ g g o o w w                 m u u } }                        % % - - 5 5 = = E E M M U U ] ] e e m m u u } }                        % % - - 5 5 = = E E M M U U ] ] e e m m u u } }                   %%--55==EEMMUU]]eemmuu}}  %%--55==EEMMUU]]eem    $$$,$,,4,44<4<<D<DDLDLLTLTT\T\\d\ddldlltltt|t|||    "$"*$,*2,42:4<:B<DBJDLJRLTRZT\Zb\dbjdljrltrzt|z|    "$"*$,*2,42:4<:B<DBJDLJRLTRZT\Zb\dbjdljrltrzt|z|    "$"*$,*2,42:4<:B<DBJDLJRLTRZT\Zb\dbjdljrmurzu}z}  %%--55==EEMMUU]]e]eememmumuu}u}}}  $$,,44<<DDLLTT\\ddlltt||  ""**22::BBJJRRZZbbjjrowrzwz  "'"*'/*2/72:7?:B?GBJGOJROWRZW_Zb_gbjgojrowrzwz  "'"*'/*2/72:7?:B?GBJGOJROWRZW_Zb_gbjgojrowrzwz  "''//77??GGOOWW__ggo oo o  o      OO '''''''''((((((((&(&(.(.(6(6(>(>(F(F(N(N(V(V(^(^(f( b)aoperation.2gemm_f16_init_large_rows_interleaved_k80_c48_r72_r740]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue20kernelSpecGemm { multiply: F16, accumulate: F16, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 48 }outputElements3552input0Elements4736input1Elements3072usefulCycles3552physicalWorkCycles4440workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]( bJ7M7operation.2exchange :z2breasonOperatorInputsvalue18invocations1 E   bz-operation.2reduce_sum_f160]:]za2aaZeqzu*uzy*yz}*}j"" b*RRreasonOperatorKernelvalue18kernelSpecReductionSum { partials: 2 }outputElements3456input0Elements3456input1Elements3456usefulCycles864physicalWorkCycles864workEstimateBasisvector reduction add issue slotsinvocations1uniformInvocationstruearguments[1, 3456] brwoperation.6fill_zero_u645:5=2==ZA]za*abeem*mRqBreasonLayoutRearrangementvalue32kernelSpecFillZero { offset: 2960, bytes: 720, padding_only: false }outputElements1840invocations1uniformInvocationstruearguments[15, 0] bJ'AWoperation.6exchange : breasonLayoutRearrangementinvocations1 $$,,0088<<DDHGOHPOWPTT\W_\`_g`hgohlltowtxwx$'&.'/.2/7487?>F?GFJGOLTOWV^W_^b_gdhgonvowvzw|  "'$('/(0/7044<7?<@?G@HGOHLLTOWTXW_X`_g`ddlgolpowpxwx||    $$,,0088<<DDHHPPTT\\``hhlltrztxxz "  (&.(,,42:488@>F@DDLJRLPPXV^X\\d^fdhfnhpnvptt|v~|~   & $$,&.,0.6086>8<<D>FDHFNHPNVPTT\V^\`^f`hfnhlltnvtxv~x~ & (&.(,,4.6486>8@>F@DDLFNLPNVPXV^X\\d^fdhfnhpnvptt|v~|~  $&$(&.(0.6044<6><D>FDLFNLTNVT\V^\d^fdlfnltnvt|v~|~  $$,,44<<DDLLTT\\ddlltt||       $ $ , , 4 4 < < D D L L T T \ \ d d l l t t | |                        $ $ , , 4 4 < < D D L L T T \ \ d d l l t t | |                                            %  ' % - ' / - 5 / 7 5 = 7 ? = E ? G E M G O M U O W U ] W _ ] e _ g e m g o m u o w u } w  }                                                %  ' % - ' / - 5 / 7 5 = 7 ? = E ? G E M G O M U O W U ] W _ ] e _ g e m g o m u o w u } w  }                                                %  ' % - ' / - 5 / 7 5 = 7 ? = E ? G E M G O M U O W U ] W _ ] e _ g e m g o m u o w u } w  }                             ''//77??CCGGKKOOSSWW[[__ccggkkoossww{{ % (%-(0-5085=8@=E@HEMHPMUPXU]X`]e`hemhpmupxu}x}   % (%-(0-5085=8@=E@HEMHPMUPXUYX`Y]]a`haeeihpimmqpxquuyxy}}  !!))1199AAIIQQYYaaiiqqyy  !!))1199AAIIQQYYaaiiqqyy  %%--55==EEMOWW__ggooww  ##++33;;CCKKSS[[cckkss{{  ##++3377;;??CCGGKKOOSSWW[[__ccggkkoossww''//77??GGOOWW__ggooww    %##'%-'++/-5/75=7?=E?GEMGOMUOWU]W_]e_gemgomuowu}w}''//77??GGOOWW__ggooww  ##'>FFNNVV^^ffnnvv~~&&..66>>FFNNVV^^ffnnvv~~&&..66>>FFNNVV^^ffnnvv~~ b-operation.6rearrange_row_major_to_amp_f16_o2_r64_p64_c48_p48_b64x16,U:U]2]]Zaz*z*j* * 1b55=*=RAreasonLayoutRearrangementvalue34kernelSpecRearrange { from: Layout { order: RowMajor, tiling: TensorTiling { tile_count: 1, replicas: 1, axes: [] }, memory_class: Ipu21Standard }, to: Layout { order: BlockMajor(Matrix { row_block: 64, column_block: 16 }), tiling: TensorTiling { tile_count: 48, replicas: 1, axes: [AxisTiling { axis: FromStart(0), partitions: 2, padding_groups: 1, block_size: 1, padding_multiple: 1, shard_padding_multiple: 1, padding: Reject, tile_stride: Some(1) }, AxisTiling { axis: FromStart(1), partitions: 12, padding_groups: 1, block_size: 64, padding_multiple: 64, shard_padding_multiple: 1, padding: Zero, tile_stride: Some(4) }, AxisTiling { axis: FromStart(2), partitions: 2, padding_groups: 1, block_size: 16, padding_multiple: 16, shard_padding_multiple: 1, padding: Zero, tile_stride: Some(2) }] }, memory_class: Ipu21Standard } }outputElements3072input0Elements3072usefulCycles1536physicalWorkCycles1536workEstimateBasisdense copy baseline: 8-byte load + store / 2 issue slotsinvocations1uniformInvocationstruearguments[64, 64, 2, 48, 48, 1]j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     a  a a aa b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue37kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[] b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue38kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0] b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue41kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[] b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM2}z*z*zb*RZreasonOperatorKernelvalue42kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: true, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[1, 0, 23] j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     a  a a aa!! b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue45kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]"" b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue46kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0]## b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue49kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]$$ b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM:}z*z*zb*RZreasonOperatorKernelvalue50kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[0, 0, 23]% j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     a  a a aa&& b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue53kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]'' b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue54kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0](( b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue57kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[])) b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM:}z*z*zb*RZreasonOperatorKernelvalue58kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[0, 0, 23]* j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     a  a a aa++ b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue61kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[],, b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue62kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0]-- b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue65kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[].. b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM:}z*z*zb*RZreasonOperatorKernelvalue66kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[0, 0, 23]/ j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1< 9 a 9 a 9 a     9  a 9 9 a a aa00 b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue69kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]11 b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue70kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0]22 b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue73kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]33 b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM:}z*z*zb*RZreasonOperatorKernelvalue74kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[0, 0, 23]4 j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     a  a a aa55 b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue77kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]66 b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue78kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0]77 b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue81kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]88 b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM:}z*z*zb*RZreasonOperatorKernelvalue82kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[0, 0, 23]9 j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     a  a a aa:: b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue85kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[];; b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue86kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0]<< b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue89kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]== b! 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' / . 6 / 7 6 > 7 ? > F ? G F N G O N V O W V ^ W _ ^ f _ g f n g o n v o w v ~ w  ~                                                 &  ' & . ' / . 6 / 7 6 > 7 ? > F ? G F N G O N V O W V ^ W _ ^ f _ g f n g o n v o w v ~ w  ~                                 ' ' / / 7 7 ? ? G B J G O J R O W R Z W _ Z b _ g b j g o j r o w r z w  z                                                "  ' " * ' / * 2 / 7 2 : 7 ? : B ? G B J G O J R O W R Z W _ Z b _ g b j g o j r o w r z w  z                                                "  ' " * ' / * 2 / 7 2 : 7 ? : B ? G B J G O J R O W R Z W _ Z b _ g b j g o j r o w r z w  z                                      "#"*#+*2+32:377;:B;??CCGGKKOOSSWW[[__ccggkkooss{{  ##''//77??GGOOWW__ggooww''//77??GGOOWW[[__ccggkkoossww{{''//77??GGOOWW__ggooww  ##++33;;CCKKSS[[cckkss{{  ''//77??GGOOWW__ggooww''//77??GGOOWW__ggooww''//77??GGOOWW__ggooww  ((0088@@HHPPXX``hhppxx  ((0088@@HHPPXX``hhppxx   & $$(&.(,,0.604486>8<<@@DDHHLLPPXX``hhppxx  ((0088@8@@HBJHPJRPXRZX`Zb`hbjhpjrpxrzxz   " ("*(0*2082:8@:>>B@HBFFJHPJNNRPXRVVZX``hhppxx  $$((,,004488<<@@DDHHLLPPTTXX\\``ddh b-operation.6rearrange_row_major_to_amp_f16_o2_r64_p64_c48_p48_b64x16,U:U]2]]Zaz*z*j* * 1b55=*=RAreasonLayoutRearrangementvalue34kernelSpecRearrange { from: Layout { order: RowMajor, tiling: TensorTiling { tile_count: 1, replicas: 1, axes: [] }, memory_class: Ipu21Standard }, to: Layout { order: BlockMajor(Matrix { row_block: 64, column_block: 16 }), tiling: TensorTiling { tile_count: 48, replicas: 1, axes: [AxisTiling { axis: FromStart(0), partitions: 2, 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b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GPc..`` XS"S"KK(((d))KdKdmmFTF(( D 9|9|[[}^}^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GPc..`` XS"S"KK(((d))KdKdmmFTF(( D 9|9|[[}^}^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GPc..`` XS"S"KK(((d))KdKdmmFTF(( D 9|9|[[}^}^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GPc..`` XS"S"KK(((d))KdKdmmFTF(( D 9|9|[[}^}^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GPc . .`` XY"Y"QQ%((%(d//QdQdssFTF(( D ?|?|aa^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GPc . .`` XY"Y"QQ%((%(d//QdQdssFTF(( D ?|?|aa^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GPc . .`` XY"Y"QQ%((%(d//QdQdssFTF(( D ?|?|aa^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GPc . .`` XY"Y"QQ%((%(d//QdQdssFTF(( D ?|?|aa^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GPi..`` XY"Y"QQ%((%(d//QdQdssFTF(( D ?|?|aa^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GPi..`` XY"Y"QQ%((%(d//QdQdssFTF(( D ?|?|aa^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GPi..`` XY"Y"QQ%((%(d//QdQdssFTF(( D ?|?|aa^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GPi..`` XY"Y"QQ%((%(d//QdQdssFTF(( D ?|?|aa^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GPo..`` X_"_"WW+((+(d55WdWdyyFTF((# D# E|E|gg^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GPo..`` X_"_"WW+((+(d55WdWdyyFTF((# D# E|E|gg^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  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b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GPo..`` X_"_"WW+((+(d55WdWdyyFTF((# D# E|E|gg^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GPo..`` %X%e"e"]]1((1(d;;]d]dFTF÷÷(() D) K|K|mm^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GPo..`` %X%e"e"]]1((1(d;;]d]dFTF÷÷(() D) K|K|mm^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GPo..`` %X%e"e"]]1((1(d;;]d]dFTF÷÷(() D) K|K|mm^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GPo..`` %X%e"e"]]1((1(d;;]d]dFTF÷÷(() D) K|K|mm^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GPu..`` %X%e"e"]]1((1(d;;]d]dFTF÷÷(() D) K|K|mm^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GPu..`` %X%e"e"]]1((1(d;;]d]dFTF÷÷(() D) K|K|mm^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GPu..`` %X%e"e"]]1((1(d;;]d]dFTF÷÷(() D) K|K|mm^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GPu..`` %X%e"e"]]1((1(d;;]d]dFTF÷÷(() D) K|K|mm^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GP{!.!.``   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!idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GPo..`` X_"_"WW+((+(d55WdWdyyFTF((# D# E|E|gg^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GPo..`` X_"_"WW+((+(d55WdWdyyFTF((# D# E|E|gg^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GPi..`` XY"Y"QQ%((%(d//QdQdssFTF(( D ?|?|aa^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GPi..`` XY"Y"QQ%((%(d//QdQdssFTF(( D ?|?|aa^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GPi..`` XY"Y"QQ%((%(d//QdQdssFTF(( D ?|?|aa^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GPi..`` XY"Y"QQ%((%(d//QdQdssFTF(( D ?|?|aa^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GPc . .`` XY"Y"QQ%((%(d//QdQdssFTF(( D ?|?|aa^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GPc . .`` XY"Y"QQ%((%(d//QdQdssFTF(( D ?|?|aa^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GPc . .`` XY"Y"QQ%((%(d//QdQdssFTF(( D ?|?|aa^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GPc . .`` XY"Y"QQ%((%(d//QdQdssFTF(( D ?|?|aa^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GPc..`` XS"S"KK(((d))KdKdmmFTF(( D 9|9|[[}^}^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GPc..`` XS"S"KK(((d))KdKdmmFTF(( D 9|9|[[}^}^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GPc..`` XS"S"KK(((d))KdKdmmFTF(( D 9|9|[[}^}^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GPc..`` XS"S"KK(((d))KdKdmmFTF(( D 9|9|[[}^}^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue1308!ChC_X_}n}nL!!A>Al@@_L,B_Lhfhh#h#gigjxkEAPlEA?k`?kHdИ'H'h 44IIIchIcxx,kkLĩ+0+EEZȭZoo x , ''''7=07=7RԺ7R+jL+jII0YPYYYMlMkk P {p{{4{4oLoLaa7{p7{4YYT..C8C{]{]rrt՜՜X bJ'A7)operation.0exchange : breasonLayoutRearrangementinvocations1L 2::BBJJRKSRZS[\d]edlemltmut|u}|}    %'%-'/-5/75=7?=E?GEMGOMUOWU]W_]e_gemgomuowu}w}  %!)%-)1-5195=9A=EAIEMIQMUQYU]Ya]eaiemiqmuqyu}y}    !%!)%-)1199AAIIQQYYaaiiqqyy   !!)$,)1,4194<9A<DAIDLIQLTQYT\Ya\daidliqltqyt|y|    !$$,&.,4.64<6><D>FDLFNLTNVT\V^\d^fdlfnltnvt|v~|~  $&$,&.,4.64<6><D>FDLFNLTNVT\V^\d^fdlfnltnvt|v~|~  $&$,&.,4.64<6><D>FDLFNLTNVT\V^\d^fdlfnltnvt|v~|~&&..66>9A>FAIFNIQNVQYV^Ya^faifniqnvqyv~y~              !  & ! ) ) 1 1 9 9 A A I I Q Q Y Y a a i i q q y y                                        & & . . 6 6 > > F F N N V V ^ ^ f f n n v v ~ ~                             ''//77??GGOOWW__ggooww''//77??GGOOWW__ggooww b)aoperation.0gemm_f16_init_large_rows_interleaved_k80_c48_r72_r740]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue8kernelSpecGemm { multiply: F16, accumulate: F16, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 48 }outputElements3552input0Elements5920input1Elements3840usefulCycles4440physicalWorkCycles4440workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]( bJ7M7operation.0exchange :z2breasonOperatorInputsvalue6invocations1 G  bz-operation.0reduce_sum_f160]:]za2aaZeqzu*uzy*yz}*}j"" b*RRreasonOperatorKernelvalue6kernelSpecReductionSum { partials: 2 }outputElements3456input0Elements3456input1Elements3456usefulCycles864physicalWorkCycles864workEstimateBasisvector reduction add issue slotsinvocations1uniformInvocationstruearguments[1, 3456]8( J'='Hexchange : breasonLayoutRearrangementinvocations1""**22::BBJJRRZ __dlltt||  $$,,44<<DDLLTT\\ddlltt||  $$,,44<<DDLLTT\\ddlltt||  $$,,44<<DDL PP PPU] P                 "  ( " * * 2 * 2 2 : 4 < : B < D B J D L J R L T R Z T \ Z b \ d b j d l j r l t r z t | z |                                              "  $ " * $ , * 2 , 4 2 : 4 < : B < D B J D L J R L T R Z T \ Z b \ d b j d l j r l t r z t | z |         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6!6" 6""(((((((&(&(.(.(6(6(>(>(F(F(N(N(V(V(^(^(f(f(n(n(v(v(~(~((((((((((((((((((((((((((((((((())))))))&)&).).)6)6)>)>)F)F)N)N)V)V)^)^)f)f)n)n)v)v)~)~)))))))))))))))))))))))))))))))))*  b)aoperation.2gemm_f16_init_large_rows_interleaved_k80_c48_r72_r740]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue20kernelSpecGemm { multiply: F16, accumulate: F16, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 48 }outputElements3552input0Elements5920input1Elements3840usefulCycles4440physicalWorkCycles4440workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[] ( bJ7M7operation.2exchange :z2breasonOperatorInputsvalue18invocations1 G  bz-operation.2reduce_sum_f160]:]za2aaZeqzu*uzy*yz}*}j"" b*RRreasonOperatorKernelvalue18kernelSpecReductionSum { partials: 2 }outputElements3456input0Elements3456input1Elements3456usefulCycles864physicalWorkCycles864workEstimateBasisvector reduction add issue slotsinvocations1uniformInvocationstruearguments[1, 3456]  brwoperation.6fill_zero_u645:5=2==ZA]za*abeem*mRqBreasonLayoutRearrangementvalue32kernelSpecFillZero { offset: 2960, bytes: 720, padding_only: false }outputElements1840invocations1uniformInvocationstruearguments[15, 0]  brwoperation.6fill_zero_u645:5=2==ZA]za*abeem*mRqBreasonLayoutRearrangementvalue33kernelSpecFillZero { offset: 528, bytes: 3568, padding_only: false }outputElements2048invocations1uniformInvocationstruearguments[74, 2] brwoperation.6fill_zero_u645:5=2==ZA]za*abeem*mRqBreasonLayoutRearrangementvalue34kernelSpecFillZero { offset: 48, bytes: 4048, padding_only: false }outputElements2048invocations1uniformInvocationstruearguments[84, 2] bJ'AwKoperation.6exchange : breasonLayoutRearrangementinvocations1#++33;;CCKKSS[[cckkss{{  $$,,44<<DDLLTT\\ddlfnltptt|v~|   $&$,(,,4.64<8<<D>FDLHLLTNVT\X\\d^fdlhlltnvt|x||~  $$,,44<<DDLLTT\\ddlltt||  $$,,44<<DDLLTT\\ddlltt||  $$((,,44<<DDLLTT\\d_gdlhlltpxt|x||~   $&$,(,,4.64<8<<D>FDLHLLTNVT\X\\d^fdlhlltnvt|x||~   $&$,(,,4.64<8<<D>FDLHLLTNVT\X\\d^fdlhlltnvt|x||~  %&%-&.-5.65=6>=E>FEMFNMUNVU]V^]e^bbffjjnksnrrvs{vzz~{~              %  " " & & * ' / * . . 2 / 7 2 6 6 : 7 ? : > > B ? G B F F J G O J N N R O W R V V Z W _ Z ^ _ g g o o w w                           ' ' / / 7 7 ? ? G G O O W W _ _ g g o o w w                           ' ' / / 7 7 ? ? C C G G K K O O S S W W [ [ _ _ c c g g k k o o s s w w { {                                   # # + + 3 3 ; ; C C K K S S [ [ c c k k s s { {                                # # + + 3 3 ; ; C C G G K K O O S S W W [ [ _ _ c c g e m g k k o m u o s s w u } }                       ''++//3377;;?DLLTT\\ddhhppxx  $$,&.,4.64<<DDLLTT\\ddlltt||  $$,,44<<DDLLTT\\ddldlltltt|t|||  $$$,$((,,4044<8<<D@DDLLPPTTXX\\``ddhhllppttxx||  ' ('/(0/7087?8@?G@HGOHPOWPTTXX\Ya\``daidhhliqlpptqytxx|y|  %%--55==EEMMUU]]eemmuu}}  %%--55==EEMMUU]]eemmuu}}  %%--55==EEMMUUYY]]aaeeiimmqquuyy}}    !"!)"*)1*2192:9A:BAIBJIQJRQYRZYaZbaibjjrmurzu}z}      "!!%"*%-*2-52:5=:B=EBJEMJRMURZU]Zb]ebjemjrmurzu}z}  "'"&&*'/*..2/7266:7?:>>B?GBFGOOWW__ggooww' b-operation.6rearrange_row_major_to_amp_f16_o2_r64_p64_c32_p32_b64x16,U:U]2]]Zaz*z*j* * 1b55=*=RAreasonLayoutRearrangementvalue34kernelSpecRearrange { from: Layout { order: RowMajor, tiling: TensorTiling { tile_count: 1, replicas: 1, axes: [] }, memory_class: Ipu21Standard }, to: Layout { order: BlockMajor(Matrix { row_block: 64, column_block: 16 }), tiling: TensorTiling { tile_count: 48, replicas: 1, axes: [AxisTiling { axis: FromStart(0), partitions: 2, padding_groups: 1, block_size: 1, padding_multiple: 1, shard_padding_multiple: 1, padding: Reject, tile_stride: Some(1) }, AxisTiling { axis: FromStart(1), partitions: 12, padding_groups: 1, block_size: 64, padding_multiple: 64, shard_padding_multiple: 1, padding: Zero, tile_stride: Some(4) }, AxisTiling { axis: FromStart(2), partitions: 2, padding_groups: 1, block_size: 16, padding_multiple: 16, shard_padding_multiple: 1, padding: Zero, tile_stride: Some(2) }] }, memory_class: Ipu21Standard } }outputElements2048input0Elements2048usefulCycles1024physicalWorkCycles1024workEstimateBasisdense copy baseline: 8-byte load + store / 2 issue slotsinvocations1uniformInvocationstruearguments[64, 64, 2, 32, 32, 1]j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     a  a a aa b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue37kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[] b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue38kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0] b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue41kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[] b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM2}z*z*zb*RZreasonOperatorKernelvalue42kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: true, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[1, 0, 23]j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     a  a a aa b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue45kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[] b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue46kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0] b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue49kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[] b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM:}z*z*zb*RZreasonOperatorKernelvalue50kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[0, 0, 23] j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     a  a a aa b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue53kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[] b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue54kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0] b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue57kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[] b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM:}z*z*zb*RZreasonOperatorKernelvalue58kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[0, 0, 23] j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     a  a a aa!! b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue61kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]"" b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue62kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0]## b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue65kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]$$ b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM:}z*z*zb*RZreasonOperatorKernelvalue66kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[0, 0, 23]% j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1< a a a         a  a a 77 aa&& b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue69kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]'' b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue70kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0](( b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue73kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[])) b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM:}z*z*zb*RZreasonOperatorKernelvalue74kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[0, 0, 23]* j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     a  a a aa++ b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue77kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[],, b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue78kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0]-- b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue81kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[].. b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM:}z*z*zb*RZreasonOperatorKernelvalue82kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[0, 0, 23]/ j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     a  a a aa00 b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue85kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]11 b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue86kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0]22 b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue89kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]33 b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM:}z*z*zb*RZreasonOperatorKernelvalue90kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[0, 0, 23]4j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     a  a a aa55 b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue93kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]66 b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue94kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0]77 b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue97kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]88 b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM:}z*z*zb*RZreasonOperatorKernelvalue98kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[0, 0, 23]9j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     a  a a aa:: b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2a"aZez*z*z*j**b*RreasonOperatorKernelvalue101kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[];; b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2Y"YZ]z*z*j**zb*RbreasonOperatorKernelvalue102kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0]<< b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2a"aZez*z*z*j**b*RreasonOperatorKernelvalue105kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]== b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2I"IZM:}z*z*zb*RZreasonOperatorKernelvalue106kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[0, 0, 23]>j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     a  a a aa?? b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2a"aZez*z*z*j**b*RreasonOperatorKernelvalue109kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]@@ b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2Y"YZ]z*z*j**zb*RbreasonOperatorKernelvalue110kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0]AA b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2a"aZez*z*z*j**b*RreasonOperatorKernelvalue113kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]BB b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2I"IZM:}z*z*zb*RZreasonOperatorKernelvalue114kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[0, 0, 23]Cj bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     a  a a aaDD b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2a"aZez*z*z*j**b*RreasonOperatorKernelvalue117kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]EE b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2Y"YZ]z*z*j**zb*RbreasonOperatorKernelvalue118kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0]FF b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2a"aZez*z*z*j**b*RreasonOperatorKernelvalue121kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]GG b! 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G E M G O M U O W U ] W _ ] e _ g e m g o m u o w u } w  }                            N     ]eemmuu}}   % (%-(0-5088@@HHPPXX``hhppxx  ((0088@@HHPPXX``hhppxx b)aoperation.0gemm_f16_init_large_rows_interleaved_k80_c48_r72_r740]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue8kernelSpecGemm { multiply: F16, accumulate: F16, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 48 }outputElements3552input0Elements5920input1Elements3840usefulCycles4440physicalWorkCycles4440workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]( bJ7M7operation.0exchange :z2breasonOperatorInputsvalue6invocations1 G  bz-operation.0reduce_sum_f160]:]za2aaZeqzu*uzy*yz}*}j"" b*RRreasonOperatorKernelvalue6kernelSpecReductionSum { partials: 2 }outputElements3456input0Elements3456input1Elements3456usefulCycles864physicalWorkCycles864workEstimateBasisvector reduction add issue slotsinvocations1uniformInvocationstruearguments[1, 3456]8( J'='Hexchange : breasonLayoutRearrangementinvocations1##++33;;CCKGOOWW__ggooww  %%--55==EEMMUU]]eemmuu}}  %%--55==EEMMUU]]eemmuu}}  %$,%-,4-55=8@=E@HEMHPMUPXU]X`]e`hemhpmupxu}x}   % (%-(0-5085=8@=E@HEMHPMUPXU]X`]e`hemhpmupxu}x}   % (%-(0-5085=8@=E@HEMHPMUPXU]X`]e`hemhpmupxu}x}    (        & & . . 6 6 > > F F N N V V ^ ^ f f n n v v ~ ~                         & & . . 6 6 > > F F N N V V ^ ^ f f n n v v ~ ~                                            &  ( & . 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( 0 . 6 0 8 6 > 8 @ > F @ H F N H P N V P X V ^ X ` ^ f ` h f n h p n v p x v ~ x ~                             ( ( 0 0 8 8 @ @ H H P P X X ` ` h h p p x x                   ((0088@@HHPKSPXS[X`[c`hckhpkspxs{x{   # (#+(0+3083;8@;C@HCKHPKSPXS[X`[c`hckhpkspxs{x{   # (#+(0+3083;8@;C@HCKHPKSPXS[X`[c`hckhpkspxs{x{   # (#+(0+3083;8@;C@HCKHPKSPXS[X`[c`hckhpkspxs{x{   # (#+(0+3083;8@;C@HCKHPKSPXS[X`[c`hckhpkspxs{x{@HHPPXX`\d`hdlhpltpxt|x|   $ ($,(0,4084<8@<D@HDLHPLTPXT\X`\d`hdlhpltpxt|x|   $ ($,(0,4084<8@<D@HDLHPLTPXT\X`\d`hdlhpltpxt|x|   $ ($,(0,4084<8@<DDLLTT\\ddlltt|| @  $$,,44<<DDLLTT\ \\ \\ \    \! \!\" \"\# \##&&&&&&&'&'&/&/&7&2&:&7&?&:&B&?&G&B&J&G&O&J&R&O&W&R&Z&W&_&Z&b&_&g&b&j&g&o&j&r&o&w&r&z&w&&z&&&&&&&&&&&&&&&&&&&&&&&&&&&&&&&&&&&&&&&&&&&&&&&&&&&&&&&&&'' ' '''''"'"'*'*'2'2':':'B'B'J'J'R'R'Z'Z'b'b'j'j'r'r'z'z'''''''''''''''''''''''''''''''''(( ( ((((("("(*(*(2( b)aoperation.1gemm_f16_init_large_rows_interleaved_k80_c48_r72_r740]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue14kernelSpecGemm { multiply: F16, accumulate: F16, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 48 }outputElements3552input0Elements5920input1Elements3840usefulCycles4440physicalWorkCycles4440workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]( bJ7M7operation.1exchange :z2breasonOperatorInputsvalue12invocations1 G  bz-operation.1reduce_sum_f160]:]za2aaZeqzu*uzy*yz}*}j"" b*RRreasonOperatorKernelvalue12kernelSpecReductionSum { partials: 2 }outputElements3456input0Elements3456input1Elements3456usefulCycles864physicalWorkCycles864workEstimateBasisvector reduction add issue slotsinvocations1uniformInvocationstruearguments[1, 3456] * J'='Hexchange : breasonLayoutRearrangementinvocations1##++33;;CCKGOOWW__ggooww  %%--55==EEMMUU]]eemmuu}}  %%--55==EEMMUU]]eemmuu}}  %$,%-,4-55=8@=E@HEMHPMUPXU]X`]e`hemhpmupxu}x}   % (%-(0-5085=8@=E@HEMHPMUPXU]X`]e`hemhpmupxu}x}   % (%-(0-5085=8@=E@HEMHPMUPXU]X`]e`hemhpmupxu}x}    (k s s { {                        # # + + 3 3 ; ; C C K K S S [ [ c c k k s s { {                        # # + + 3 3 ; ; C C K K S S [ [ c ^ f c k f n k s n v s { v ~ { ~                                   #&#+&.+3.63;6>;C>FCKFNKSNVS[V^[c^fckfnksnvs{v~{~  #&#+&.+3.63;6>;C>FCKFNKSNVS[V^[c^fckfnksnvs{v~{~  #&#+&.+3.63;6>;C>FCKFNKSNVS[V^[c^fckfnksnvs{v~{~  #&#+&.+3.63;6>;C>FCKFNKSNVS[V^[c^fckfnksnvs{v~{~  #&#+&.+3.63;6>;C>FCKFNKSNVS[V^[c^fckfnksnvs{v~{~  #&#+&.+3.63;6>;C>FCKFNNVV^^ffnksnvs{v~{~&&..66>>FFNNVV^^ffnnvv~~&&..66>>FFNNVV^^ffnnvv~~  ((0088@@HHPPXX``hhppxx  !&!)&.)1.6196>9A>FAIFNIQNVQYV^Ya^faifniqnvqyv~y~  !&!)&.)1.6196>9A>FAIFNIQNVQYV^Ya^faifniqnvqyv~y~&&..66>>FFNNVV^^ffnnvv~~ n&&..66>>FFNNVV^^ffnnvv~~ xx xx  x  ! !" "x# x#x$ x$x% x%%'''''''''(( ((( ((((((((($(('($(,('(/(,(4(/(7(4(<(7(?(<(D(?(G(D(L(G(O(L(T(O(W(T(\(W(_(\(d(_(g(d(l(g(o(l(t(o(w(t(|(w((|((((((((((((((((((((((((((((((((((((((((((((((())))))))')')/)/)7)7)?)?)G)G)O)O)W)W)_)_)g)g)o)o)w)w)))))))))))))))))))))))))))))))))))*  b)aoperation.2gemm_f16_init_large_rows_interleaved_k80_c48_r72_r740]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue20kernelSpecGemm { multiply: F16, accumulate: F16, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 48 }outputElements3552input0Elements5920input1Elements3840usefulCycles4440physicalWorkCycles4440workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[] ( bJ7M7operation.2exchange :z2breasonOperatorInputsvalue18invocations1 G  bz-operation.2reduce_sum_f160]:]za2aaZeqzu*uzy*yz}*}j"" b*RRreasonOperatorKernelvalue18kernelSpecReductionSum { partials: 2 }outputElements3456input0Elements3456input1Elements3456usefulCycles864physicalWorkCycles864workEstimateBasisvector reduction add issue slotsinvocations1uniformInvocationstruearguments[1, 3456]  brwoperation.6fill_zero_u645:5=2==ZA]za*abeem*mRqBreasonLayoutRearrangementvalue32kernelSpecFillZero { offset: 2960, bytes: 720, padding_only: false }outputElements1840invocations1uniformInvocationstruearguments[15, 0]  brwoperation.6fill_zero_u645:5=2==ZA]za*abeem*mRqBreasonLayoutRearrangementvalue33kernelSpecFillZero { offset: 528, bytes: 3568, padding_only: false }outputElements2048invocations1uniformInvocationstruearguments[74, 2] brwoperation.6fill_zero_u645:5=2==ZA]za*abeem*mRqBreasonLayoutRearrangementvalue34kernelSpecFillZero { offset: 48, bytes: 4048, padding_only: false }outputElements2048invocations1uniformInvocationstruearguments[84, 2] bJ'AOoperation.6exchange : breasonLayoutRearrangementinvocations1"&&..22::>>FGKJNKSNVSWVZW_Zb_cbfckfnkonrowrzw{z~{~    "#"&#+&.+/.2/72:7;:>;C>FCGFJGOJROSRVS[V^[_^b_gbjjnnvvzz  ""**..66::BBFFNNRRZZ^^ffjjrrvv~~&&**2266>>BBJJNNVVZZbbffnnrrzz~~      !"!%"*%-*.-1.62:6::B:>>FBFFNFJJRNRRZRVV^Z^^f^bbjfjjrlppxw{x||     ! $!)$,)-,0-508598<9A<DAEDHEMHPMQPTQYT\Y]\`]e`heihliqltqutxu}x}  ((,,4488@<D@DDLDLLPLTPXT\X\\d\ddhdlhpltptt|t|||     % (%-(0-5085=8@=E@HEMHPMUPXU]X`]e`hemhpmupxu}x}  ""**22::BBFFJJNNRRVVZZ^^bbffjjnnrrzz       " " * * 2 2 : : B B J J R R Z Z b _ g b j g o j r o w r z w  z                                               "  " " * & * * 2 . 2 2 : 6 : : B > B B J D L J R L T R Z T \ Z b \ d b j d l j r l t r z t | z |                                              "  " " * & * * 2 . 2 2 : 6 : : B > B B J J R R Z Z b b j j r r z z                        " " * * 2 2 : : B B J J R R Z Z b b j j r r z z                        " " * * 2 2 : : B B J J R R Z Z b b j j r r z z                   ""**22::BBJEMJRMURZU]Zb]aaebjeiiqjrrzu}z}    ##''++//77??GGOOWW__ggooww''//77??GGOOWW__ggooww''//77??GGOOWW__ggooww''//77??GGOOWW__ggooww''//77??GGOOWW__ggooww{{''//77??GGOOWW__ggooww''//77??GGOOWW__ggooww  ##++33;;CCKKSS[[cckkss{{  ##++33;;CCKKSS[[cckkss{{  ##++3377;;??CCGGOJNNROWRVVZW_Z^^b_gbffjgojnnrowrvvzw''//77??GGOOWW__ggooww''//77??GGOOWW__ggkkoossww{{ b-operation.6rearrange_row_major_to_amp_f16_o2_r64_p64_c32_p32_b64x16,U:U]2]]Zaz*z*j* * 1b55=*=RAreasonLayoutRearrangementvalue34kernelSpecRearrange { from: Layout { order: RowMajor, tiling: TensorTiling { tile_count: 1, replicas: 1, axes: [] }, memory_class: Ipu21Standard }, to: Layout { order: BlockMajor(Matrix { row_block: 64, column_block: 16 }), tiling: TensorTiling { tile_count: 48, replicas: 1, axes: [AxisTiling { axis: FromStart(0), partitions: 2, padding_groups: 1, block_size: 1, padding_multiple: 1, shard_padding_multiple: 1, padding: Reject, tile_stride: Some(1) }, AxisTiling { axis: FromStart(1), partitions: 12, padding_groups: 1, block_size: 64, padding_multiple: 64, shard_padding_multiple: 1, padding: Zero, tile_stride: Some(4) }, AxisTiling { axis: FromStart(2), partitions: 2, padding_groups: 1, block_size: 16, padding_multiple: 16, shard_padding_multiple: 1, padding: Zero, tile_stride: Some(2) }] }, memory_class: Ipu21Standard } }outputElements2048input0Elements2048usefulCycles1024physicalWorkCycles1024workEstimateBasisdense copy baseline: 8-byte load + store / 2 issue slotsinvocations1uniformInvocationstruearguments[64, 64, 2, 32, 32, 1]j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     a  a a aa b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue37kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[] b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue38kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0] b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue41kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[] b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM2}z*z*zb*RZreasonOperatorKernelvalue42kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: true, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[1, 0, 23]j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     a  a a aa b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue45kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[] b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue46kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0] b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue49kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[] b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM:}z*z*zb*RZreasonOperatorKernelvalue50kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[0, 0, 23] j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     a  a a aa b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue53kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[] b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue54kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0] b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue57kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[] b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM:}z*z*zb*RZreasonOperatorKernelvalue58kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[0, 0, 23] j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     a  a a aa!! b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue61kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]"" b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue62kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0]## b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue65kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]$$ b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM:}z*z*zb*RZreasonOperatorKernelvalue66kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[0, 0, 23]% j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1< a a a         a  a a 66 aa&& b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue69kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]'' b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue70kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0](( b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue73kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[])) b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM:}z*z*zb*RZreasonOperatorKernelvalue74kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[0, 0, 23]* j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     a  a a aa++ b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue77kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[],, b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue78kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0]-- b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue81kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[].. b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM:}z*z*zb*RZreasonOperatorKernelvalue82kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[0, 0, 23]/ j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     a  a a aa00 b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue85kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]11 b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue86kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0]22 b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue89kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]33 b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM:}z*z*zb*RZreasonOperatorKernelvalue90kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[0, 0, 23]4j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     a  a a aa55 b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue93kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]66 b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue94kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0]77 b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue97kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]88 b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM:}z*z*zb*RZreasonOperatorKernelvalue98kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[0, 0, 23]9j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     a  a a aa:: b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2a"aZez*z*z*j**b*RreasonOperatorKernelvalue101kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[];; b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2Y"YZ]z*z*j**zb*RbreasonOperatorKernelvalue102kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0]<< b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2a"aZez*z*z*j**b*RreasonOperatorKernelvalue105kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]== b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2I"IZM:}z*z*zb*RZreasonOperatorKernelvalue106kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[0, 0, 23]>j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     a  a a aa?? b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2a"aZez*z*z*j**b*RreasonOperatorKernelvalue109kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]@@ b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2Y"YZ]z*z*j**zb*RbreasonOperatorKernelvalue110kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, 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b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GP]..`` XM"M"KK(((d##EdEdggFTF(( D 3|3|UUw^w^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GPc..`` XS"S"KK(((d))KdKdmmFTF(( D 9|9|[[}^}^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GPc..`` XS"S"KK(((d))KdKdmmFTF(( D 9|9|[[}^}^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GPc..`` XS"S"KK(((d))KdKdmmFTF(( D 9|9|[[}^}^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GPc..`` XS"S"KK(((d))KdKdmmFTF(( D 9|9|[[}^}^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GPc . .`` XY"Y"QQ%((%(d//QdQdssFTF(( D ?|?|aa^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GPc . .`` XY"Y"QQ%((%(d//QdQdssFTF(( D ?|?|aa^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GPc . .`` XY"Y"QQ%((%(d//QdQdssFTF(( D ?|?|aa^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GPc . .`` XY"Y"QQ%((%(d//QdQdssFTF(( D ?|?|aa^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GPi..`` XY"Y"WW+((+(d//QdQdssFTF(( D ?|?|aa^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GPi..`` XY"Y"WW+((+(d//QdQdssFTF(( D ?|?|aa^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GPi..`` XY"Y"WW+((+(d//QdQdssFTF(( D ?|?|aa^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GPi..`` XY"Y"WW+((+(d//QdQdssFTF(( D ?|?|aa^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GPo..`` X_"_"WW+((+(d55WdWdyyFTF((# D# E|E|gg^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  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b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GPo..`` X_"_"WW+((+(d55WdWdyyFTF((# D# E|E|gg^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GPo..`` X_"_"WW+((+(d55WdWdyyFTF((# D# E|E|gg^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GPo..`` %X%e"e"]]1((1(d;;]d]dFTF÷÷(() D) K|K|mm^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GPo..`` %X%e"e"]]1((1(d;;]d]dFTF÷÷(() D) K|K|mm^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GPo..`` %X%e"e"]]1((1(d;;]d]dFTF÷÷(() D) K|K|mm^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GPo..`` %X%e"e"]]1((1(d;;]d]dFTF÷÷(() D) K|K|mm^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GPu..`` +X+e"e"cc7((7(d;;]d]dFTF÷÷(() D) K|K|mm^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GPu..`` +X+e"e"cc7((7(d;;]d]dFTF÷÷(() D) K|K|mm^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile 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b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GPi..`` XY"Y"WW+((+(d//QdQdssFTF(( D ?|?|aa^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GPi..`` XY"Y"WW+((+(d//QdQdssFTF(( D ?|?|aa^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GPi..`` XY"Y"WW+((+(d//QdQdssFTF(( D ?|?|aa^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GPi..`` XY"Y"WW+((+(d//QdQdssFTF(( D ?|?|aa^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GPc . .`` XY"Y"QQ%((%(d//QdQdssFTF(( D ?|?|aa^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GPc . .`` XY"Y"QQ%((%(d//QdQdssFTF(( D ?|?|aa^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GPc . .`` XY"Y"QQ%((%(d//QdQdssFTF(( D ?|?|aa^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GPc . .`` XY"Y"QQ%((%(d//QdQdssFTF(( D ?|?|aa^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GPc..`` XS"S"KK(((d))KdKdmmFTF(( D 9|9|[[}^}^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GPc..`` XS"S"KK(((d))KdKdmmFTF(( D 9|9|[[}^}^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GPc..`` XS"S"KK(((d))KdKdmmFTF(( D 9|9|[[}^}^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GPc..`` XS"S"KK(((d))KdKdmmFTF(( D 9|9|[[}^}^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue1300!CXC_H_nn<''G>G\@@_LB_Lhfhg#th#gigCjCYYșlP'Ȟ'44IpIIcIcxx$kk(̬D++E(EZHZoodеHh4  ''''7=7=7RT7R+j+jI8IYYYtYMMkXk  {{{4{4oL oLaxa7{7{,YY0.L.CC{]0{]rPr՜l՜P bJ'A7)operation.0exchange : breasonLayoutRearrangementinvocations1L *22::BBJJRMURZU]\d]edlemltmut|u}|}    %'%-'/-5/75=7?=E?GEMGOMUOWU]W_]e_gemgomuowu}w}!))1199AAIIQQYYaaiiqqyy  !!))1+3193;9A;CAICKIQKSQYS[Ya[caickiqksqys{y{    !#!)#+)1+3193;9A;CAICKIQKSQYS[Ya[caickiqksqys{y{    !##+&.+3.63;6>;C>FCKFNKSNVS[V^[c^fckfnksnvs{v~{~  #&#+&.+3.63;6>;C>FCKFNKSNVS[V^[c^fckfnksnvs{v~{~&&..66>>FFNNVV^^ffnnvv~~  "&"*&.*2.62:6>:B>FBJFNJRNVRZV^Zb^fbjfnjrnvrzv~z~              "  & " * * 2 2 : : B B J J R R Z Z b b j j r r z z                                        "  & " * & . * 2 . 6 2 : 6 > : B > F B J F N J R N V R Z V ^ Z b ^ f b j f n j r n v r z v ~ z ~                                       " " * * 2 2 : : B B J J R R Z Z b b j j r r z z                  [[      ''//77??GGOOWW__ggooww''//77??GGOOWW__ggooww b)aoperation.0gemm_f16_init_large_rows_interleaved_k80_c48_r72_r740]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue8kernelSpecGemm { multiply: F16, accumulate: F16, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 48 }outputElements3552input0Elements5920input1Elements3840usefulCycles4440physicalWorkCycles4440workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]( bJ7M7operation.0exchange :z2breasonOperatorInputsvalue6invocations1 I    bz-operation.0reduce_sum_f160]:]za2aaZeqzu*uzy*yz}*}j"" b*RRreasonOperatorKernelvalue6kernelSpecReductionSum { partials: 2 }outputElements3456input0Elements3456input1Elements3456usefulCycles864physicalWorkCycles864workEstimateBasisvector reduction add issue slotsinvocations1uniformInvocationstruearguments[1, 3456]8( J'='Hexchange : breasonLayoutRearrangementinvocations1IQJRQYRZYaZbaibjiqjrqyrzy  !!))1199AAIIQQYYaaiiqqyy  !!))1199AAIIQQYYaaiiqqyy  !!))1199AAIIQQYYaaiiqqyy  !!))1199AAIIQQYYaaiiqqy  %%--55==EEMMUU]]eemmuu}}  %%--55==EEMMUU]]eemmuu}}  %%--55==EEMMUU]         ( ( 0 0 8 8 @ @ H H P P X X ` ` h h p p x x                         ( ( 0 0 8 8 @ @ H H P P X X ` ` h h p p x x           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slotsinvocations1uniformInvocationstruearguments[1, 3456]  brwoperation.6fill_zero_u645:5=2==ZA]za*abeem*mRqBreasonLayoutRearrangementvalue32kernelSpecFillZero { offset: 2960, bytes: 720, padding_only: false }outputElements1840invocations1uniformInvocationstruearguments[15, 0]  bJ'AWoperation.6exchange : breasonLayoutRearrangementinvocations1#''//33;;??GGKJRKSRZSWYaZbaebjemjrmqrzwz     !$!%%-(0-1194<9==E@HEIIQLTQUU]X`]aaidlimmupxuyy|  !!))--5599AAEEMMQQYY]]eeiiqquu}}  %'%)'/)1/7155=7?=A?GAIGOIMMUOWUYW_Ya_gaeemgomqowqywy}}   ' $$,'/,0/7087?8<<D?GDHGOHPOWPTT\W_\`_g`hgohlltowtxwx ' ('/(,,4/7487?8@?G@DDLGOLPOWPXW_X\\d_gdhgohpowptt|w|  $'$('/(0/7044<7?<@?G@HGOHLLTOWTXW_X`_g`ddlgolpowpxwx||    $$,,0088@@HHPPTTXX\\``hhppxx   $ ($,(0,4084<8@<D@DDLEIIMLTMQQUT\UYY]\d]aaedleiimltmqqut|uyy}|}               $  % $ , % ) ) - , 4 - 1 1 5 4 < 5 = < D = E D L E M L T M U T \ U ] \ d ] e d l e m l t m u t | u } | }                                              $  % $ , % - , 4 - 5 4 < 5 = < D = E D L E M L T M U T \ U ] \ d ] e d l e m l t m u t | u } | }                                     #  % # + % - + 3 - 5 3 ; 5 = ; C = E C K E M K S M U S [ U ] [ c ] e c k e m k s m u s { u } { }                                              #  % # + % - + 3 - 5 3 ; 5 = ; C = E C K E M K S M U S [ U ] [ c ] e c k e m k s m u s { u } { }                                              #  % # + % - + 3 - 5 3 ; 5 = ; C = E C K E M K S M U S [ U ] [ c ] e c k e m k s m u s { u } { }                                     %%--55==EEMMUU]]eemmuu}}  %%))--115599==AAEEIIMMQQUUYY]]aaeemmuu}}  !!))1199AAIIQQYYaaiiqqyy  %%--55==AAEEIIMMQQYYaaiiqqyy  !!))1199AAIIQQYYa[caickiqksqys{y{   !#!)#+)1+3193;9A;CAICKIQKSQYS[Yaaiiqqyy   !!%%))--115599==A=EAEEIEMIMMQMUQUUYW_Y]]a_gaeeigoiqowqywy  !'!)'/)1/7197?9A?GAIGOIQOWQYW_Ya_gaigoiqowqywy}}''//3377;;??CCGGKKOOSSWW[[__ccggkkoossww{{  ((0082:8@@HHPPXX``hhppxx  ((0088@@HHPPXX``hhppxx  ((0088@@HHPPTTXX\\``ddhhllppttxx|| %%--55==EEMMUU]]eemmuu}} b-operation.6rearrange_row_major_to_amp_f16_o2_r64_p64_c48_p48_b64x16,U:U]2]]Zaz*z*j* * 1b55=*=RAreasonLayoutRearrangementvalue34kernelSpecRearrange { from: Layout { order: RowMajor, tiling: TensorTiling { tile_count: 1, replicas: 1, axes: [] }, memory_class: Ipu21Standard }, to: Layout { order: BlockMajor(Matrix { row_block: 64, column_block: 16 }), tiling: TensorTiling { tile_count: 48, replicas: 1, axes: [AxisTiling { axis: FromStart(0), partitions: 2, padding_groups: 1, block_size: 1, padding_multiple: 1, shard_padding_multiple: 1, padding: Reject, tile_stride: Some(1) }, AxisTiling { axis: FromStart(1), partitions: 12, padding_groups: 1, block_size: 64, padding_multiple: 64, shard_padding_multiple: 1, padding: Zero, tile_stride: Some(4) }, AxisTiling { axis: FromStart(2), partitions: 2, padding_groups: 1, block_size: 16, padding_multiple: 16, shard_padding_multiple: 1, padding: Zero, tile_stride: Some(2) }] }, memory_class: Ipu21Standard } }outputElements3072input0Elements3072usefulCycles1536physicalWorkCycles1536workEstimateBasisdense copy baseline: 8-byte load + store / 2 issue slotsinvocations1uniformInvocationstruearguments[64, 64, 2, 48, 48, 1]j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     a  a a aa b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue37kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[] b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue38kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0] b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue41kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[] b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM2}z*z*zb*RZreasonOperatorKernelvalue42kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: true, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[1, 0, 23]j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     a  a a aa b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue45kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[] b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue46kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0] b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue49kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[] b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM:}z*z*zb*RZreasonOperatorKernelvalue50kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[0, 0, 23] j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     a  a a aa b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue53kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[] b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue54kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0] b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue57kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[] b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM:}z*z*zb*RZreasonOperatorKernelvalue58kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[0, 0, 23] j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     a  a a aa b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue61kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]  b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue62kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0]!! b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue65kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]"" b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM:}z*z*zb*RZreasonOperatorKernelvalue66kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[0, 0, 23]# j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     a  a a aa$$ b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue69kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]%% b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue70kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0]&& b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue73kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]'' b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM:}z*z*zb*RZreasonOperatorKernelvalue74kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[0, 0, 23]( j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1< 5 a 5 a 5 a     5  a 5 5 a a aa)) b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue77kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]** b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue78kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0]++ b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue81kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[],, b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM:}z*z*zb*RZreasonOperatorKernelvalue82kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[0, 0, 23]- j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     a  a a aa.. b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue85kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]// b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue86kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0]00 b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue89kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]11 b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM:}z*z*zb*RZreasonOperatorKernelvalue90kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[0, 0, 23]2j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     a  a a aa33 b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue93kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]44 b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue94kernelSpecAttentionSoftmax { 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}outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[0, 0, 23]7j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     a  a a aa88 b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2a"aZez*z*z*j**b*RreasonOperatorKernelvalue101kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]99 b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2Y"YZ]z*z*j**zb*RbreasonOperatorKernelvalue102kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0]:: b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2a"aZez*z*z*j**b*RreasonOperatorKernelvalue105kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[];; b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2I"IZM:}z*z*zb*RZreasonOperatorKernelvalue106kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[0, 0, 23]<j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     a  a a aa== b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2a"aZez*z*z*j**b*RreasonOperatorKernelvalue109kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]>> b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2Y"YZ]z*z*j**zb*RbreasonOperatorKernelvalue110kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0]?? b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2a"aZez*z*z*j**b*RreasonOperatorKernelvalue113kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]@@ b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2I"IZM:}z*z*zb*RZreasonOperatorKernelvalue114kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[0, 0, 23]Aj bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     a  a a aaBB b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2a"aZez*z*z*j**b*RreasonOperatorKernelvalue117kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]CC b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2Y"YZ]z*z*j**zb*RbreasonOperatorKernelvalue118kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0]DD b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2a"aZez*z*z*j**b*RreasonOperatorKernelvalue121kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]EE b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2I"IZM:}z*z*zb*RZreasonOperatorKernelvalue122kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[0, 0, 23]Fv bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     i  i i qqGG b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2a"aZez*z*z*jB*b*RreasonOperatorKernelvalue125kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements2000usefulCycles646.875physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]HH b!Uoperation.6attention_softmax_d72_p64_tail_f16,U:UzY2Y"YZ]z*z*j**zb*RbreasonOperatorKernelvalue126kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 25, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles1260physicalWorkCycles1332workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 25, 0]II b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2a"aZez*z*z*jB*b*RreasonOperatorKernelvalue129kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements2000usefulCycles646.875physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]JJ b!operation.6attention_merge_v72_p80_out16_f16(M:MzQ2QQZU2z*z*zz*b*RZreasonOperatorKernelvalue31kernelSpecAttentionMerge { value_dimension: 72, 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b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130`!)#)#U$U$%%&H&7Bx7BW^W^nn LJPLJK K˳"˳$DEF%\G%QHQ}I} J KLK#g0n#g=o=G$pGhqC@rCP8ܡT'8'X4t4IIIcXIcxxxkxk<+ +EEZZo\oԻ@ؿ  ''''7= 7=7R7R+j<+jII Y@YYYM\Mkk @ {`{{4{4oL|oLaa7{`7{$YYD..C(C{]{]rrdϜϜH broperation.0fill_zero_u64(M:MU2UUZYuzy*yj}}rb*RBreasonLayoutRearrangementvalue4kernelSpecFillZero { offset: 9472, bytes: 2368, padding_only: true }outputElements4736usefulCycles0physicalWorkCycles0workEstimateBasispadding initialization: no useful tensor workinvocations1uniformInvocationstruearguments[49, 2] broperation.0fill_zero_u64(M:MU2UUZYuzy*yj}}rb*RBreasonLayoutRearrangementvalue7kernelSpecFillZero { offset: 2048, bytes: 512, padding_only: true }outputElements3072usefulCycles0physicalWorkCycles0workEstimateBasispadding initialization: no useful tensor 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(!)(0)108198@9A@HAIHPIQPXQYX`Ya`haihpiqpxqyxy   ((0088@@HHPPXX``hhppxx  %%--55==EEMMUU]]eemmuu}}  "&"*&.*2.62:6>:B>FBJFNJRNVRZV^Zb^fbjfnjrnvrzv~z~  "&"*&.*2.62:6>:B>FBJFNJRNVRZV^Zb^fbjfnjrnvrzv~z~  "&"*&.*2.62:6>:B>FBJFNJRNVRZV^Zb^fbjfnjrnvrzv~z~              "  & " * & . * 2 . 6 2 : 6 > : B > F B J F N J R N V R Z Z b b j j r r z z            ! ! ) ) 1 1 9  y   y [[ y  y y  y[cckkss{{  ##++3 b)aoperation.0gemm_f16_init_large_rows_interleaved_k80_c48_r72_r740]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue8kernelSpecGemm { multiply: F16, accumulate: F16, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 48 }outputElements3552input0Elements4736input1Elements3072usefulCycles3552physicalWorkCycles4440workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]( bJ7M7operation.0exchange :z2breasonOperatorInputsvalue6invocations1 I     bz-operation.0reduce_sum_f160]:]za2aaZeqzu*uzy*yz}*}j"" b*RRreasonOperatorKernelvalue6kernelSpecReductionSum { partials: 2 }outputElements3456input0Elements3456input1Elements3456usefulCycles864physicalWorkCycles864workEstimateBasisvector reduction add issue slotsinvocations1uniformInvocationstruearguments[1, 3456] broperation.1fill_zero_u64(M:MU2UUZYuzy*yj}}rb*RBreasonLayoutRearrangementvalue10kernelSpecFillZero { offset: 9472, bytes: 2368, padding_only: true }outputElements4736usefulCycles0physicalWorkCycles0workEstimateBasispadding initialization: no useful tensor workinvocations1uniformInvocationstruearguments[49, 2]  broperation.1fill_zero_u64(M:MU2UUZYuzy*yj}}rb*RBreasonLayoutRearrangementvalue13kernelSpecFillZero { offset: 2048, bytes: 512, padding_only: true }outputElements3072usefulCycles0physicalWorkCycles0workEstimateBasispadding initialization: no useful tensor workinvocations1uniformInvocationstruearguments[10, 4]  broperation.1fill_zero_u64(M:MU2UUZYuzy*yj}}rb*RBreasonLayoutRearrangementvalue13kernelSpecFillZero { offset: 4608, bytes: 512, padding_only: true }outputElements3072usefulCycles0physicalWorkCycles0workEstimateBasispadding initialization: no useful tensor workinvocations1uniformInvocationstruearguments[10, 4]  broperation.1fill_zero_u64(M:MU2UUZYuzy*yj}}rb*RBreasonLayoutRearrangementvalue13kernelSpecFillZero { offset: 7168, bytes: 512, padding_only: true }outputElements3072usefulCycles0physicalWorkCycles0workEstimateBasispadding initialization: no useful tensor workinvocations1uniformInvocationstruearguments[10, 4] 8( J'=Cexchange : breasonLayoutRearrangementinvocations1  ((0088@@HHPPXX``hhppxx  ((0088@@HHPPXX``hhppxx  ((0088@@HHPPXX``hhppxx   [cckkss{{   ##++33;;CCKKSS[[cckkss{{  ##++33;;CCKKSS[[cckkss{{               %  & % - & . - 5 . 6 5 = 6 > = E > F E M F N M U N V U ] V ^ ] e ^ f e m f n m u n v u } v ~ } ~                                               %  & % - & . - 5 . 6 5 = 6 > = E > F E M F N M U N V U ] V ^ ] e ^ f e m f n m u n v u } v ~ } ~                                               %  & % - & . - 5 . 6 5 = 6 > = E > F E M F N M U N V U ] V ^ ] e ^ f e m f n m u n v u } v ~ } ~                                               %  & % - & . - 5 . 6 5 = 6 > = E > F E M F N M U N V U ] V ^ ] e ^ f e m f n m u n v u } v ~ } ~                                          %  ( % - ( 0 - 5 0 8 5 = 8 @ = E @ H E M H P M U P X U ] X ` ] e ` h e m h p m u p x u } x }                                    % (%-(0-5085=8@=E@HEMHPMUPXU]X`]e`hemhpmupxu}x}   % (%-(0-5085=8@=E@HEMHPMUPXU]X`]e`hemhpmupxu}x}   % (%-(0-5085=8@=E@HEMHPMUPXU]X`]e`hemhpmupxu}x}  %#+%-+3-53;5=;C=ECKEMKSMUS[U][c]eckemksmus{u}{}  %&%-&.-5085=8@=E@HEMMUU]]eemmuu}}  %%--55==EEMMUU]]eemmuu}}  %%--55==EEMMUU]]eemmuu}}  %%--55==EEMMUU]]eemmuu}}  %%--55==EEMMUU]]eemmuu}}  %%--55==EEMMUU]]eemmuu}}  %%--55==EEMMUU]]eemmuu}}  %%--55==EEMMUU]]eemmuu}}  %%--55==EEMMUU]]eemmuu}}  m m m  & & &&&&&%&%&-&-&5&5&=&=&E&E&M&M&U&U&]&]&e&e&m&m&u&u&}&}&&&&&&&&&&&&&&&&&&&&&&&&  b)aoperation.1gemm_f16_init_large_rows_interleaved_k80_c48_r72_r740]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue14kernelSpecGemm { multiply: F16, accumulate: F16, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 48 }outputElements3552input0Elements4736input1Elements3072usefulCycles3552physicalWorkCycles4440workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]( bJ7M7operation.1exchange :z2breasonOperatorInputsvalue12invocations1 I     bz-operation.1reduce_sum_f160]:]za2aaZeqzu*uzy*yz}*}j"" b*RRreasonOperatorKernelvalue12kernelSpecReductionSum { partials: 2 }outputElements3456input0Elements3456input1Elements3456usefulCycles864physicalWorkCycles864workEstimateBasisvector reduction add issue slotsinvocations1uniformInvocationstruearguments[1, 3456] broperation.2fill_zero_u64(M:MU2UUZYuzy*yj}}rb*RBreasonLayoutRearrangementvalue16kernelSpecFillZero { offset: 9472, bytes: 2368, padding_only: true }outputElements4736usefulCycles0physicalWorkCycles0workEstimateBasispadding initialization: no useful tensor workinvocations1uniformInvocationstruearguments[49, 2] broperation.2fill_zero_u64(M:MU2UUZYuzy*yj}}rb*RBreasonLayoutRearrangementvalue19kernelSpecFillZero { offset: 2048, bytes: 512, padding_only: true }outputElements3072usefulCycles0physicalWorkCycles0workEstimateBasispadding initialization: no useful tensor workinvocations1uniformInvocationstruearguments[10, 4] broperation.2fill_zero_u64(M:MU2UUZYuzy*yj}}rb*RBreasonLayoutRearrangementvalue19kernelSpecFillZero { offset: 4608, bytes: 512, padding_only: true }outputElements3072usefulCycles0physicalWorkCycles0workEstimateBasispadding initialization: no useful tensor workinvocations1uniformInvocationstruearguments[10, 4] broperation.2fill_zero_u64(M:MU2UUZYuzy*yj}}rb*RBreasonLayoutRearrangementvalue19kernelSpecFillZero { offset: 7168, bytes: 512, padding_only: true }outputElements3072usefulCycles0physicalWorkCycles0workEstimateBasispadding initialization: no useful tensor workinvocations1uniformInvocationstruearguments[10, 4] * J'=Cexchange : breasonLayoutRearrangementinvocations1  ((0088@@HHPPXX``hhppxx  ((0088@@HHPPXX``hhppxx  ((0088@@HHPPXX``hhppxx   [cckkss{{   ##++33;;CCKKSS[[cckkss{{  ##++33;;CCKKSS[[cckkss{{        % % - - 5 5 = = E E M M U U ] ] e e m m u u } }                        % % - - 5 5 = = E E M M U U ] ] e e m m u u } }                        % % - - 5 5 = = E E M M U U ] ] e e m i q m u q y u } y }                                              !  % ! ) % - ) 1 - 5 1 9 5 = 9 A = E A I E M I Q M U Q Y U ] Y a ] e a i e m i q m u q y u } y }                                              !  % ! ) % - ) 1 - 5 1 9 5 = 9 A = E A I E M I Q M U Q Y U ] Y a ] e a i e m i q m u q y u } y }                                     !%!)%-)1-5195=9A=EAIEMIQMUQYU]Ya]eaiemiqmuqyu}y}    !%!)%-)1-5195=9A=EAIEMIQMUQYU]Ya]eaiemiqmuqyu}y}  !'!)'/)1/7197?9A?GAIGOIQOWQYW_Ya_gaigoiqowqywy  !'!)'/)1/7197?9A?GAIGOIQOWQYW_Ya_gaigoiqowqywy  !'!)'/)1/7197?9A?GAIGOIQOWQYW_Ya_gaigoiqowqywy  !!))1199AAI  !&!)&.)1.6196>9A>FAIFNIQNVQYV^Ya^faifniqnvqyv~y~&&..66>>FFNNVV^^ffnnvv~~&&..66>>FFNNVV^^ffnnvv~~&&..66>>FFNNVV^^ffnnvv~~  ((0088@@HHPPXX``hhppxx  ((0088@@HHPPXX``hhppxx  ((0088@@HHPPXX``hhppxx  ((0088@@HHPPXX``hhppxx % % % !"'''''''''(( ( ((((("("(*(*(2(2(:(:(B(B(J(J(R(R(Z(Z(b(b(j(j(r(r(z(z(((((((((((((( b)aoperation.2gemm_f16_init_large_rows_interleaved_k80_c48_r72_r740]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue20kernelSpecGemm { multiply: F16, accumulate: F16, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 48 }outputElements3552input0Elements4736input1Elements3072usefulCycles3552physicalWorkCycles4440workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]( bJ7M7operation.2exchange :z2breasonOperatorInputsvalue18invocations1 I     bz-operation.2reduce_sum_f160]:]za2aaZeqzu*uzy*yz}*}j"" b*RRreasonOperatorKernelvalue18kernelSpecReductionSum { partials: 2 }outputElements3456input0Elements3456input1Elements3456usefulCycles864physicalWorkCycles864workEstimateBasisvector reduction add issue slotsinvocations1uniformInvocationstruearguments[1, 3456] brwoperation.6fill_zero_u645:5=2==ZA]za*abeem*mRqBreasonLayoutRearrangementvalue32kernelSpecFillZero { offset: 2960, bytes: 720, padding_only: false }outputElements1840invocations1uniformInvocationstruearguments[15, 0] bJ'AwWoperation.6exchange : breasonLayoutRearrangementinvocations1*22::BBJIMJRMURZUYYaZbaebjemjrmqqyrzy}z}      !"!%"*%-*2-1192:9=:B=EBJEIIQJRQURZU]Zb]aaibjimjrmurzuyyz  ""**22::BBJJRRZZbbjjrrzz     " $"*$,*2,0082:8<:B<DBJDHHPJRPTRZU]Zb]aaibjimjrmurzuyyz    "!!)"*)--5.6596>9A>FAEEMFNMQNVQYV^Y]]e^feifniqnvquu}v~}~  %&%)&.)1.6155=6>=A>FAIFJIMJNMUNRRVVZZbbjjrrzz      $%$(%-(0-5044<5=<@=E@HEMHLLTMUTXU]X`]e`ddlemlpmqpxquuyx|y}|}     ! $!)$,)1,008198<9A<DAIDHHPIQPTQYT\Ya\``haihliqltqytxxy  !$!)$,)1,4194<9A<DAIDLIQLTQYT\Ya\daidliqltqyt|y|             !  $ ! ) $ , ) 1 , 4 1 9 4 < 9 A < D A I D L I Q L T Q Y T \ Y a \ d a i d l i q l t q y t | y |                                                 $  % $ , % - , 4 - 5 4 < 5 = < D = E D L E M L T M U T \ U ] \ d ] e d l e m l t m q q u t | u y y } | }                                                           $  ! ! % $ , % - , 4 - 5 4 < 5 = < D = E D L E M L T M U T \ U ] \ d ] e d l e m l t m u t | u } | }                                              $  % $ , % - , 4 - 5 4 < 5 = < D = E D L E M L T M U T \ U ] \ d ] e d l e m l t m u t | u } | }                                              $  % $ , % - , 4 - 5 4 < 5 = < D = E D L E M L T M U T \ U ] \ d ] e d l e i i m l t m q q u t | u y y } | }                                          ""**22::BBJJRRZZbbjjrrzz  ""**22::BBJJRRZZbbjjrrzz  ""**22::BBJJRRZZbbjjrrzz  ""**22::BBJJRRZZbbjjrrzz  ""**22:4<:B<DBJJRRZZbbjjrrzz  ""**22::BBJJRRZZb\dbjdljrltrzt|z|  ""**22::BBJJRRZZbbjjrrzz&&..66>>FFNNVV^^ffnnvv~~&&..66>>FFNNVV^^ffnnvv~~  ""**22::BBJJRRZZbbjjrrzz  ""**22::BBJJRRZZbbjjrrzz  !!))1199AAIIQQYYaaiiqqyy  !!))1199AAIIQQYYaaiiqqyy  !!))1199AAIIQQYYaaiiqquuyy}} b-operation.6rearrange_row_major_to_amp_f16_o2_r64_p64_c48_p48_b64x16,U:U]2]]Zaz*z*j* * 1b55=*=RAreasonLayoutRearrangementvalue34kernelSpecRearrange { from: Layout { order: RowMajor, tiling: TensorTiling { tile_count: 1, replicas: 1, axes: [] }, memory_class: Ipu21Standard }, to: Layout { order: BlockMajor(Matrix { row_block: 64, column_block: 16 }), tiling: TensorTiling { tile_count: 48, replicas: 1, axes: [AxisTiling { axis: FromStart(0), partitions: 2, padding_groups: 1, block_size: 1, padding_multiple: 1, shard_padding_multiple: 1, padding: Reject, tile_stride: Some(1) }, AxisTiling { axis: FromStart(1), partitions: 12, padding_groups: 1, block_size: 64, padding_multiple: 64, shard_padding_multiple: 1, padding: Zero, tile_stride: Some(4) }, AxisTiling { axis: FromStart(2), partitions: 2, padding_groups: 1, block_size: 16, padding_multiple: 16, shard_padding_multiple: 1, padding: Zero, tile_stride: Some(2) }] }, memory_class: Ipu21Standard } }outputElements3072input0Elements3072usefulCycles1536physicalWorkCycles1536workEstimateBasisdense copy baseline: 8-byte load + store / 2 issue slotsinvocations1uniformInvocationstruearguments[64, 64, 2, 48, 48, 1]j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     a  a a aa b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue37kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[] b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue38kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0] b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue41kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[] b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM2}z*z*zb*RZreasonOperatorKernelvalue42kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: true, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[1, 0, 23] j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     a  a a aa!! b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue45kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]"" b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue46kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0]## b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue49kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]$$ b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM:}z*z*zb*RZreasonOperatorKernelvalue50kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[0, 0, 23]% j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     a  a a aa&& 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b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GP]..`` XS"S"KK(((d))KdKdmmFTF(( D 9|9|[[}^}^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  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b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GPc . .`` XS"S"KK(((d))KdKdmmFTF(( D 9|9|[[}^}^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GPc . .`` XS"S"KK(((d))KdKdmmFTF(( D 9|9|[[}^}^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GPi . .`` XY"Y"QQ%((%(d//QdQdssFTF(( D ?|?|aa^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GPi . .`` XY"Y"QQ%((%(d//QdQdssFTF(( D ?|?|aa^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GPi . .`` XY"Y"QQ%((%(d//QdQdssFTF(( D ?|?|aa^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GPi . .`` XY"Y"QQ%((%(d//QdQdssFTF(( D ?|?|aa^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GPi..`` X_"_"WW+((+(d55WdWdyyFTF((# D# E|E|gg^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GPi..`` X_"_"WW+((+(d55WdWdyyFTF((# D# E|E|gg^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GPi..`` X_"_"WW+((+(d55WdWdyyFTF((# D# E|E|gg^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GPi..`` X_"_"WW+((+(d55WdWdyyFTF((# D# E|E|gg^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GPo..`` X_"_"WW+((+(d55WdWdyyFTF((# D# E|E|gg^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile 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b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GPo..`` X_"_"WW+((+(d55WdWdyyFTF((# D# E|E|gg^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GPo..`` X_"_"WW+((+(d55WdWdyyFTF((# D# E|E|gg^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GPu..`` %X%e"e"]]1((1(d;;]d]dFTF÷÷(() D) K|K|mm^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : 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b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GPu..`` +X+k"k"cc7((7(dAAcdcdFTFɷɷ((  / D/ Q|Q|ss^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GPu..`` +X+k"k"cc7((7(dAAcdcdFTFɷɷ((  / D/ Q|Q|ss^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GPu..`` +X+k"k"cc7((7(dAAcdcdFTFɷɷ((  / D/ Q|Q|ss^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GPu..`` +X+k"k"cc7((7(dAAcdcdFTFɷɷ((  / D/ Q|Q|ss^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GP!.!.``   1X1q"q"ii=((=(dGGididFTFϷϷ((5 D5 W|W|yy^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile 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b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GPi..`` X_"_"WW+((+(d55WdWdyyFTF((# D# E|E|gg^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GPi..`` X_"_"WW+((+(d55WdWdyyFTF((# D# E|E|gg^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GPi..`` X_"_"WW+((+(d55WdWdyyFTF((# D# E|E|gg^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GPi . .`` XY"Y"QQ%((%(d//QdQdssFTF(( D ?|?|aa^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GPi . .`` XY"Y"QQ%((%(d//QdQdssFTF(( D ?|?|aa^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GPi . .`` XY"Y"QQ%((%(d//QdQdssFTF(( D ?|?|aa^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GPi . .`` XY"Y"QQ%((%(d//QdQdssFTF(( D ?|?|aa^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GPc . .`` XS"S"KK(((d))KdKdmmFTF(( D 9|9|[[}^}^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GPc . .`` XS"S"KK(((d))KdKdmmFTF(( D 9|9|[[}^}^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GPc . .`` XS"S"KK(((d))KdKdmmFTF(( D 9|9|[[}^}^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GPc . .`` XS"S"KK(((d))KdKdmmFTF(( D 9|9|[[}^}^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130h!)#)#U$U$%(%&X&CC/_0/_nn$LJhLJK K("DDE8F%|G%QHQ}I}  K K6>>F>FFNFNNVOWV^W_^f_gfngoowowww'''/'//7/77?7??G?GGOGOOWPXW_X`_g`hgohpowpxwx ' ('/(0/7087?8@?G@HGOHPOWPXW_X`_g`hgohpowpxwx   $ ($,(0,4084<8@<D@HDLHPLTPXT\X`\d`hdlhpltpxt|x|   % (%-(0-5085=8@=E@HEMHPMUPXU]X`]e`hemhpmupxu}x}   % (%-(0-5085=8@=E@HEMHPMUPXU]X`]e`hemhpmupxu}x}   % (%-(0-5085=8@=E@HEMHPMUPXU]X`]e`hemhpmupxu}x}               %  ( % - ( 0 - 5 0 8 5 = 8 @ = E @ H E M H P M U P X X ` ` h h p p x          ( ( 0 0 8  x   x J x  Y x x  x199AAIIQQYYaaiiqqyy  b)aoperation.0gemm_f16_init_large_rows_interleaved_k80_c48_r72_r740]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue8kernelSpecGemm { multiply: F16, accumulate: F16, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 48 }outputElements3552input0Elements4736input1Elements3072usefulCycles3552physicalWorkCycles4440workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]( bJ7M7operation.0exchange :z2breasonOperatorInputsvalue6invocations1 K     bz-operation.0reduce_sum_f160]:]za2aaZeqzu*uzy*yz}*}j"" b*RRreasonOperatorKernelvalue6kernelSpecReductionSum { partials: 2 }outputElements3456input0Elements3456input1Elements3456usefulCycles864physicalWorkCycles864workEstimateBasisvector reduction add issue slotsinvocations1uniformInvocationstruearguments[1, 3456] broperation.1fill_zero_u64(M:MU2UUZYuzy*yj}}rb*RBreasonLayoutRearrangementvalue10kernelSpecFillZero { offset: 9472, bytes: 2368, padding_only: true }outputElements4736usefulCycles0physicalWorkCycles0workEstimateBasispadding initialization: no useful tensor workinvocations1uniformInvocationstruearguments[49, 2]  broperation.1fill_zero_u64(M:MU2UUZYuzy*yj}}rb*RBreasonLayoutRearrangementvalue13kernelSpecFillZero { offset: 2048, bytes: 512, padding_only: true }outputElements3072usefulCycles0physicalWorkCycles0workEstimateBasispadding initialization: no useful tensor workinvocations1uniformInvocationstruearguments[10, 4]  broperation.1fill_zero_u64(M:MU2UUZYuzy*yj}}rb*RBreasonLayoutRearrangementvalue13kernelSpecFillZero { offset: 4608, bytes: 512, padding_only: true }outputElements3072usefulCycles0physicalWorkCycles0workEstimateBasispadding initialization: no useful tensor workinvocations1uniformInvocationstruearguments[10, 4]  broperation.1fill_zero_u64(M:MU2UUZYuzy*yj}}rb*RBreasonLayoutRearrangementvalue13kernelSpecFillZero { offset: 7168, bytes: 512, padding_only: true }outputElements3072usefulCycles0physicalWorkCycles0workEstimateBasispadding initialization: no useful tensor workinvocations1uniformInvocationstruearguments[10, 4] 8( J'=Cexchange : breasonLayoutRearrangementinvocations1KSS[[cckkss{{|    #$#+$,+3,43;4<;C<DCKDLKSLTS[T\[c\dckdlkslts{t|{|    #$#+$,+3,43;4<;C<DCKDLKSLTS[T\[c\dckdlkslts{t|{|    #$#+$,+3,43;;CCKKSS[[cckkss{{  ##++33;;CCKKSS[[cckkss{{  ##++33;;CCKKSS[[cckkss{{  #&#+&.+3.63;6>;C>FCKFNKSNVS[V^[c^fckfnksnvs{v~{~  #&#+&.+3.63;6>;C>FCKFNKSNVS[V^[c^fckfnksnvs{v~{~  #&#+&.+3.63;6>;C>FCKFNKSNVS[V^[c^fckfnksnvs{v~{~         & & . . 6 6 > > F F N N V V ^ ^ f f n n v v ~ ~                         & & . . 6 6 > > F F N N V V ^ ^ f f n n v v ~ ~                         & & . . 6 6 > > F F N N V V ^ ^ f f n n v v ~ ~                         & & . . 6 6 > > F F N N V V ^ ^ f f n n v v ~ ~                         & & . . 6 6 > > F F N N V V ^ ^ f f n n v v ~ ~                 &&..66>>FFNNVV^^ffnnvv~~  $&$,&.,4.64<6><D>FDLFNLTNVT\V^\d^fdlfnltnvt|v~|~  $&$,&.,4.64<6><D>FDLFNLTNVT\V^\d^fdlfnltnvt|v~|~  $$,,44<<DDLLTT\\ddlltt||  $$,,44<<DDLLTT\\ddlltt||  $$,,44<<DDLLTT\\ddlltt||   $ ($,(0,4084<8@<D@HDLHPLTPXT\X`\d`hdlhpltpxt|x|   $ ($,(0,44<<DDLLTT\\ddlltt||  $$,,44<<DDLLTT\\ddlltt||  $$,,44<<DDLLTT\\ddlltt||  $ jj < j  j j j j  j -!&&&&&&&&&'' ' '''''#'#'+'+'3'3';';'C'C'K'K'S'S'['['c'c'k'k's's'{'{''''''''''''''  b)aoperation.1gemm_f16_init_large_rows_interleaved_k80_c48_r72_r740]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue14kernelSpecGemm { multiply: F16, accumulate: F16, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 48 }outputElements3552input0Elements4736input1Elements3072usefulCycles3552physicalWorkCycles4440workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]( bJ7M7operation.1exchange :z2breasonOperatorInputsvalue12invocations1 K     bz-operation.1reduce_sum_f160]:]za2aaZeqzu*uzy*yz}*}j"" b*RRreasonOperatorKernelvalue12kernelSpecReductionSum { partials: 2 }outputElements3456input0Elements3456input1Elements3456usefulCycles864physicalWorkCycles864workEstimateBasisvector reduction add issue slotsinvocations1uniformInvocationstruearguments[1, 3456] broperation.2fill_zero_u64(M:MU2UUZYuzy*yj}}rb*RBreasonLayoutRearrangementvalue16kernelSpecFillZero { offset: 9472, bytes: 2368, padding_only: true }outputElements4736usefulCycles0physicalWorkCycles0workEstimateBasispadding initialization: no useful tensor workinvocations1uniformInvocationstruearguments[49, 2] broperation.2fill_zero_u64(M:MU2UUZYuzy*yj}}rb*RBreasonLayoutRearrangementvalue19kernelSpecFillZero { offset: 2048, bytes: 512, padding_only: true }outputElements3072usefulCycles0physicalWorkCycles0workEstimateBasispadding initialization: no useful tensor workinvocations1uniformInvocationstruearguments[10, 4] broperation.2fill_zero_u64(M:MU2UUZYuzy*yj}}rb*RBreasonLayoutRearrangementvalue19kernelSpecFillZero { offset: 4608, bytes: 512, padding_only: true }outputElements3072usefulCycles0physicalWorkCycles0workEstimateBasispadding initialization: no useful tensor workinvocations1uniformInvocationstruearguments[10, 4] broperation.2fill_zero_u64(M:MU2UUZYuzy*yj}}rb*RBreasonLayoutRearrangementvalue19kernelSpecFillZero { offset: 7168, bytes: 512, padding_only: true }outputElements3072usefulCycles0physicalWorkCycles0workEstimateBasispadding initialization: no useful tensor workinvocations1uniformInvocationstruearguments[10, 4] * J'=Cexchange : breasonLayoutRearrangementinvocations1KSS[[cckkss{{|    #$#+$,+3,43;4<;C<DCKDLKSLTS[T\[c\dckdlkslts{t|{|    #$#+$,+3,43;4<;C<DCKDLKSLTS[T\[c\dckdlkslts{t|{|    #$#+$,+3,43;;CCKKSS[[cckkss{{  ##++33;;CCKKSS[[cckkss{{  ##++33;;CCKKSS[[cckkss{{  #&#+&.+3.63;6>;C>FCKFNKSNVS[V^[c^fckfnksnvs{v~{~  #&#+&.+3.63;6>;C>FCKFNKSNVS[V^[c^fckfnksnvs{v~{~  #&#+&.+3.63;6>;C>FCKFNKSNVS[V^[c^fckfnksnvs{v~{~         & & . . 6 6 > > F F N N V V ^ ^ f f n n v v ~ ~                         & & . . 6 6 > > F F N N V V ^ ^ f f n n v v ~ ~                         & & . . 6 6 > > F F N N V V ^ ^ f f n n v v ~ ~                         & & . . 6 6 > > F F N N V V ^ ^ f f n n v v ~ ~           $$,,44<<DDLLTT\\ddlgoltowt|w|&'&.'/.6/76>7?>F?GFNGONVOWV^W_^f_gfngonvowv~w~&'&.'/.6/76>7?>F?GFNGONVOWV^W_^f_gfngonvowv~w~&'&.'/.6/76>7?>F?GFNGONVOWV^W_^f_gfngonvowv~w~''//77??GGOOWW__g  %%--55==EEMMUU]]eemmuu}}  %%--55==EEMMUU]]eemmuu}}  %%--55==EEMMUU]]eemmuu}}  %'%-'/-5/75=7?=E?GEMGOMUOWU]W_]e_gemgomuowu}w}''//77??GGOOWW__ggooww oo A o  o      "I#((((((((((((((((((()))))))) ) )()()0)0)8)8)@)@)H)H)P)P)X)X)`)`)h)h)p)p)x)x)))) b)aoperation.2gemm_f16_init_large_rows_interleaved_k80_c48_r72_r740]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue20kernelSpecGemm { multiply: F16, accumulate: F16, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 48 }outputElements3552input0Elements4736input1Elements3072usefulCycles3552physicalWorkCycles4440workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]( bJ7M7operation.2exchange :z2breasonOperatorInputsvalue18invocations1 K     bz-operation.2reduce_sum_f160]:]za2aaZeqzu*uzy*yz}*}j"" b*RRreasonOperatorKernelvalue18kernelSpecReductionSum { partials: 2 }outputElements3456input0Elements3456input1Elements3456usefulCycles864physicalWorkCycles864workEstimateBasisvector reduction add issue slotsinvocations1uniformInvocationstruearguments[1, 3456] brwoperation.6fill_zero_u645:5=2==ZA]za*abeem*mRqBreasonLayoutRearrangementvalue32kernelSpecFillZero { offset: 2960, bytes: 720, padding_only: false }outputElements1840invocations1uniformInvocationstruearguments[15, 0] brwoperation.6fill_zero_u645:5=2==ZA]za*abeem*mRqBreasonLayoutRearrangementvalue33kernelSpecFillZero { offset: 528, bytes: 3568, padding_only: false }outputElements2048invocations1uniformInvocationstruearguments[74, 2] brwoperation.6fill_zero_u645:5=2==ZA]za*abeem*mRqBreasonLayoutRearrangementvalue34kernelSpecFillZero { offset: 48, bytes: 4048, padding_only: false }outputElements2048invocations1uniformInvocationstruearguments[84, 2] bJ'AOoperation.6exchange : breasonLayoutRearrangementinvocations1&**2266>>BBJJNNVVZZbbffnnrrzz~~  "&"&&.&*.22:6>:>>F>BFJJRNVRVV^VZ^bbjfnjnnvnrvzz~  ""*&.*..6.26::B>FBFFNFJNRRZZ^^ffjjrrvv~~""&&..22::>>FFJJRRVV^^bbjjnnvvzz  ""**..66::BBFFNNRRZZ^^ffjjrrvv~~&&**2266>>BBJJNNVVZZb^fbffnjnnrrzv~z~~' ('++3,4377?8@?CCKDLKOOWPXW[[c\dcggohposs{t|{    #""*#''/*..6/33;6::B;??GBJGKKSLTSWW_X`_cckdlkoowpxw{{|  ((0088@@HHPPXX``hhppxx         ( ( 0 0 8 8 @ @ H H P P X X ` ` h h p p x x                           ( ( , , 4 4 8 8 @ @ D D L L P P X X \ \ d d h h p p t t | |                                   ( ( 0 0 8 8 @ @ H H P P X X ` ` h h p p x x                         ( ( 0 0 8 8 @ @ H H P P X X ` ` h h p p x x                         ( ( 0 0 8 8 @ @ H H P P X X ` ` h h p p x x                   "##+$,+3,43;488<;C<@@DCKDHHLKSLPPTS[TXX\[c\``dcgdhimjnmqqurvuyy}z~}    !$!)$,+/,4374<;?<DCGDLKOLTQUUYV^Y]]a^faeeifnimmqnvquuyvzy}z~}~  ""&&**..2266::>>BBFFJJNNRRVVZZ^^ffnnvv~~  #++33;;CCKKSS[[cckkss{{  ##++33;;CCGGKKOOSSWW[[__ccggooww''//77??GGOOWW__ggooww  ##++33;;CCKKSS[[cckkss{{   $$,,44<<DDLLTT\\ddlltt||  $$,,44<<DDLLTT\\ddlltt||  $$,,004488<<@@DDHHLLPPTTXX\\``ddhhllppttxx|    !%!))1199AAIIQQYYaaiiqjrqyrzy~    !!%%))--115599AAIIQQYYaaiiqqyy  !!))1199AAIIQQYYaaiiqqyy  !!))1199AAIIQQYYaaiiqqyy    !!%%))--115599==AAEEIIMMQ b-operation.6rearrange_row_major_to_amp_f16_o2_r64_p64_c32_p32_b64x16,U:U]2]]Zaz*z*j* * 1b55=*=RAreasonLayoutRearrangementvalue34kernelSpecRearrange { from: Layout { order: RowMajor, tiling: TensorTiling { tile_count: 1, replicas: 1, axes: [] }, memory_class: Ipu21Standard }, to: Layout { order: BlockMajor(Matrix { row_block: 64, column_block: 16 }), tiling: TensorTiling { tile_count: 48, 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}outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]!! b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM2}z*z*zb*RZreasonOperatorKernelvalue42kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: true, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[1, 0, 23]"j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     a  a a aa## b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue45kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]$$ b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue46kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0]%% b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue49kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]&& b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM:}z*z*zb*RZreasonOperatorKernelvalue50kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[0, 0, 23]' j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     a  a a aa(( b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue53kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[])) b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue54kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0]** b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue57kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]++ b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM:}z*z*zb*RZreasonOperatorKernelvalue58kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[0, 0, 23], j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     a  a a aa-- b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue61kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[].. b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue62kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0]// b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue65kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]00 b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM:}z*z*zb*RZreasonOperatorKernelvalue66kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[0, 0, 23]1 j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     a  a a aa22 b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue69kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]33 b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue70kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0]44 b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue73kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]55 b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM:}z*z*zb*RZreasonOperatorKernelvalue74kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[0, 0, 23]6 j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1< a a a         a  a a 33 aa77 b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue77kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]88 b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue78kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0]99 b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue81kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]:: b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM:}z*z*zb*RZreasonOperatorKernelvalue82kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[0, 0, 23]; j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     a  a a aa<< b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue85kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]== b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue86kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0]>> b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue89kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]?? b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM:}z*z*zb*RZreasonOperatorKernelvalue90kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[0, 0, 23]@j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     a  a a aaAA 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}outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]GG b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2Y"YZ]z*z*j**zb*RbreasonOperatorKernelvalue102kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0]HH b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2a"aZez*z*z*j**b*RreasonOperatorKernelvalue105kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]II b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2I"IZM:}z*z*zb*RZreasonOperatorKernelvalue106kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[0, 0, 23]Jj bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     a  a a aaKK b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2a"aZez*z*z*j**b*RreasonOperatorKernelvalue109kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]LL b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2Y"YZ]z*z*j**zb*RbreasonOperatorKernelvalue110kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0]MM b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2a"aZez*z*z*j**b*RreasonOperatorKernelvalue113kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]NN b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2I"IZM:}z*z*zb*RZreasonOperatorKernelvalue114kernelSpecAttentionMerge { value_dimension: 72, 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b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2a"aZez*z*z*jB*b*RreasonOperatorKernelvalue125kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements2000usefulCycles646.875physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]VV b!Uoperation.6attention_softmax_d72_p64_tail_f16,U:UzY2Y"YZ]z*z*j**zb*RbreasonOperatorKernelvalue126kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 25, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles1260physicalWorkCycles1332workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 25, 0]WW b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2a"aZez*z*z*jB*b*RreasonOperatorKernelvalue129kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements2000usefulCycles646.875physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]XX b!operation.6attention_merge_v72_p80_out16_f16(M:MzQ2QQZU2z*z*zz*b*RZreasonOperatorKernelvalue31kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: true }outputElements1656input0Elements1840input1Elements46input2Elements1702invocations1uniformInvocationstruearguments[0, 1, 23]YH bJ7QWoperation.6exchange :2"b!reasonLayoutRearrangementvalue130invocations1T33WKoW{o{ # /#G/SGkSwkw+C+OCgOsgs??cc;;__77[[33WW{{  //SSww++O4XOsX|s| GP]--``  X M"M"EE(((d##EdEdggFTF(( D 3|3|UUw^w^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130h]ss(XAA]p]nndLJLJK8Kѭhѭ *+,%D-%Qt.Q}/} 0 D2D`B`= D=GDGE7F7G]DhH]DWnX]Wn @`  ` \bc-@e-`fg4|h4IiIIc`kIcxlx$mnpkqkrDst+(v+EwEZxZodyozH|}~ $ ''''7=(7=7R̅7R+jD+jII(YHYY YM  Mk k   {Z {{4 {4oL oLa a7{ 7{ r z j Yr" Y$ *& .2) .C", C{]*/ {]r1 r2 Ϝ5 Ϝ8 ; b>  broperation.0fill_zero_u64(M:MU2UUZYuzy*yj}}rb*RBreasonLayoutRearrangementvalue4kernelSpecFillZero { offset: 9472, bytes: 2368, padding_only: true }outputElements4736usefulCycles0physicalWorkCycles0workEstimateBasispadding initialization: no useful tensor workinvocations1uniformInvocationstruearguments[49, 2] broperation.0fill_zero_u64(M:MU2UUZYuzy*yj}}rb*RBreasonLayoutRearrangementvalue7kernelSpecFillZero { offset: 2048, bytes: 512, padding_only: true }outputElements3072usefulCycles0physicalWorkCycles0workEstimateBasispadding initialization: no useful tensor workinvocations1uniformInvocationstruearguments[10, 4] broperation.0fill_zero_u64(M:MU2UUZYuzy*yj}}rb*RBreasonLayoutRearrangementvalue7kernelSpecFillZero { offset: 4608, bytes: 512, padding_only: true }outputElements3072usefulCycles0physicalWorkCycles0workEstimateBasispadding initialization: no useful tensor workinvocations1uniformInvocationstruearguments[10, 4] broperation.0fill_zero_u64(M:MU2UUZYuzy*yj}}rb*RBreasonLayoutRearrangementvalue7kernelSpecFillZero { offset: 7168, bytes: 512, padding_only: true }outputElements3072usefulCycles0physicalWorkCycles0workEstimateBasispadding initialization: no useful tensor workinvocations1uniformInvocationstruearguments[10, 4] bJ'A'operation.0exchange : breasonLayoutRearrangementinvocations1LTT\^ffnnvv~~&&..66>>FFNNVV^^ffnnvv~~''//77??GGOOWW__ggopxx  ((0088@@HHPPXX``hhppxx  ((0088@@HHPPXX``hhppxx  %%--55==EEMMUU]]eemmuu}}&&..66>>FFNNVV^^ffnnvv~~&&..66>>FFNNVV^^ffnnvv~~&&..66>>FFNNVV^^ffnnvv~~        & & . . 6 6 > > F F N N V         ! ! ) ) 1 1 9  y   y y   y y  y b)aoperation.0gemm_f16_init_large_rows_interleaved_k80_c48_r72_r740]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue8kernelSpecGemm { multiply: F16, accumulate: F16, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 48 }outputElements3552input0Elements4736input1Elements3072usefulCycles3552physicalWorkCycles4440workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]( bJ7M7operation.0exchange :z2breasonOperatorInputsvalue6invocations1 K     bz-operation.0reduce_sum_f160]:]za2aaZeqzu*uzy*yz}*}j"" b*RRreasonOperatorKernelvalue6kernelSpecReductionSum { partials: 2 }outputElements3456input0Elements3456input1Elements3456usefulCycles864physicalWorkCycles864workEstimateBasisvector reduction add issue slotsinvocations1uniformInvocationstruearguments[1, 3456] broperation.1fill_zero_u64(M:MU2UUZYuzy*yj}}rb*RBreasonLayoutRearrangementvalue10kernelSpecFillZero { offset: 9472, bytes: 2368, padding_only: true }outputElements4736usefulCycles0physicalWorkCycles0workEstimateBasispadding initialization: no useful tensor workinvocations1uniformInvocationstruearguments[49, 2]  broperation.1fill_zero_u64(M:MU2UUZYuzy*yj}}rb*RBreasonLayoutRearrangementvalue13kernelSpecFillZero { offset: 2048, bytes: 512, padding_only: true }outputElements3072usefulCycles0physicalWorkCycles0workEstimateBasispadding initialization: no useful tensor workinvocations1uniformInvocationstruearguments[10, 4]  broperation.1fill_zero_u64(M:MU2UUZYuzy*yj}}rb*RBreasonLayoutRearrangementvalue13kernelSpecFillZero { offset: 4608, bytes: 512, padding_only: true }outputElements3072usefulCycles0physicalWorkCycles0workEstimateBasispadding initialization: no useful tensor workinvocations1uniformInvocationstruearguments[10, 4]  broperation.1fill_zero_u64(M:MU2UUZYuzy*yj}}rb*RBreasonLayoutRearrangementvalue13kernelSpecFillZero { offset: 7168, bytes: 512, padding_only: true }outputElements3072usefulCycles0physicalWorkCycles0workEstimateBasispadding initialization: no useful tensor workinvocations1uniformInvocationstruearguments[10, 4] 8( J'= exchange : breasonLayoutRearrangementinvocations1(&&..66>>FFNNVV^^ffnnvv~~&&..66>>FFNNVV^^ffnnvv~~&&..66>>FFNNVV^^ffnnvv~~!!))1199AAIIQQYYaaiiqqyy       ! ! ) ) 1 1 9 9 A A I I Q Q Y Y a a i i q q y y                        ! ! ) ) 1 1 9 9 A A I I Q Q Y Y a a i i q q y y            %%--55==EEMMUU]]eemmuu}}    !%!)%-)1-5195=9A=EAIEMIQMUQYU]Ya]eaiemiqmuqyu}y}    !%%--55==EEMMUU]]eemmuu}}  %%--55==EEMMUU]]eemmuu}}  %%--55==EEMMUU]]eemmuu}}  %%--55==EEMMUU]]eemmuu}}  %%--55==EEMMUU]]eemmuu}}  %%--55==EEMMUU]]eemmuu}}  %%--55==EEMMUU]]eemmuu}}  %  Z ZZ Z Z ZZ Z Z ZZ  Z  b)aoperation.1gemm_f16_init_large_rows_interleaved_k80_c48_r72_r740]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue14kernelSpecGemm { multiply: F16, accumulate: F16, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 48 }outputElements3552input0Elements4736input1Elements3072usefulCycles3552physicalWorkCycles4440workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]( bJ7M7operation.1exchange :z2breasonOperatorInputsvalue12invocations1 K     bz-operation.1reduce_sum_f160]:]za2aaZeqzu*uzy*yz}*}j"" b*RRreasonOperatorKernelvalue12kernelSpecReductionSum { partials: 2 }outputElements3456input0Elements3456input1Elements3456usefulCycles864physicalWorkCycles864workEstimateBasisvector reduction add issue slotsinvocations1uniformInvocationstruearguments[1, 3456] broperation.2fill_zero_u64(M:MU2UUZYuzy*yj}}rb*RBreasonLayoutRearrangementvalue16kernelSpecFillZero { offset: 9472, bytes: 2368, padding_only: true }outputElements4736usefulCycles0physicalWorkCycles0workEstimateBasispadding initialization: no useful tensor workinvocations1uniformInvocationstruearguments[49, 2] broperation.2fill_zero_u64(M:MU2UUZYuzy*yj}}rb*RBreasonLayoutRearrangementvalue19kernelSpecFillZero { offset: 2048, bytes: 512, padding_only: true }outputElements3072usefulCycles0physicalWorkCycles0workEstimateBasispadding initialization: no useful tensor workinvocations1uniformInvocationstruearguments[10, 4] broperation.2fill_zero_u64(M:MU2UUZYuzy*yj}}rb*RBreasonLayoutRearrangementvalue19kernelSpecFillZero { offset: 4608, bytes: 512, padding_only: true }outputElements3072usefulCycles0physicalWorkCycles0workEstimateBasispadding initialization: no useful tensor workinvocations1uniformInvocationstruearguments[10, 4] broperation.2fill_zero_u64(M:MU2UUZYuzy*yj}}rb*RBreasonLayoutRearrangementvalue19kernelSpecFillZero { offset: 7168, bytes: 512, padding_only: true }outputElements3072usefulCycles0physicalWorkCycles0workEstimateBasispadding initialization: no useful tensor workinvocations1uniformInvocationstruearguments[10, 4] * J'= exchange : breasonLayoutRearrangementinvocations1(&&..66>>FFNNVV^^ffnnvv~~&&..66>>FFNNVV^^ffnnvv~~&&..66>>FFNNVV^^ffnnvv~~!!))1199AAIIQQYYaaiiqqyy       ! ! ) ) 1 1 9 9 A A I I Q Q Y Y a a i i q q y y                        ! ! ) ) 1 1 9 9 A A I I Q Q Y Y a a i i q q y y            %%--55==EEMMUU]]eemmuu}}''//77??GGOOWW__ggooww''//77??GGOOWW__ggooww''//77??GGOOWW__ggooww''//77??GGOOWW__ggooww&&..66>>FFNNVV^^ffnnvv~~&&..66>>FFNNVV^^ffnnvv~~&&..66>>FFNNVV^^ffnnvv~~&&..66>>FFNNVV^^ffnnvv~~  ((0088@@HHPPXX``hhppxx  o  o o  o  o  ! !o" b)aoperation.2gemm_f16_init_large_rows_interleaved_k80_c48_r72_r740]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue20kernelSpecGemm { multiply: F16, accumulate: F16, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 48 }outputElements3552input0Elements4736input1Elements3072usefulCycles3552physicalWorkCycles4440workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]( bJ7M7operation.2exchange :z2breasonOperatorInputsvalue18invocations1 K     bz-operation.2reduce_sum_f160]:]za2aaZeqzu*uzy*yz}*}j"" b*RRreasonOperatorKernelvalue18kernelSpecReductionSum { partials: 2 }outputElements3456input0Elements3456input1Elements3456usefulCycles864physicalWorkCycles864workEstimateBasisvector reduction add issue slotsinvocations1uniformInvocationstruearguments[1, 3456] brwoperation.6fill_zero_u645:5=2==ZA]za*abeem*mRqBreasonLayoutRearrangementvalue32kernelSpecFillZero { offset: 2960, bytes: 720, padding_only: false }outputElements1840invocations1uniformInvocationstruearguments[15, 0] brwoperation.6fill_zero_u645:5=2==ZA]za*abeem*mRqBreasonLayoutRearrangementvalue33kernelSpecFillZero { offset: 528, bytes: 3568, padding_only: false }outputElements2048invocations1uniformInvocationstruearguments[74, 2] brwoperation.6fill_zero_u645:5=2==ZA]za*abeem*mRqBreasonLayoutRearrangementvalue34kernelSpecFillZero { offset: 48, bytes: 4048, padding_only: false }outputElements2048invocations1uniformInvocationstruearguments[84, 2] bJ'A7)operation.6exchange : breasonLayoutRearrangementinvocations1L (,,4488@@DDLKOLPPXQYY]\`]e`heihliqltqutxu}x}  ((,,4488@@DDLLPPXX\\ddhhpptt||  $$((0044<<@@HHLLTTXX``ddllppxx||    $$,,0088<<DDHHPPTT\\``hdhhlhpltpttxt|x|  $'$('+(0+304374<7?<@?C@HCKHLKOLTOWTXW[X`[c`dcgdlgolpospxs{x|{|     # $#'$,'/,0/3083;8<;?<D?GDHGKHPKSPTSWT\W_\`_c`hckhlkoltowtxw{x{  ##++//77;;CCGGOOSS[[__ggkkssww{{$$,,44<<DDHHLLPPTTXX\\``ddhhllpsww{|    $$((,,004488<<@@DDHHL~ ""&&**..2266::>>BBFFJJRRZZbbjjrrzz  "$(*.046:<@BF}  %%--55==EEMMUU]]eemmuu}}  %%--55==EEMMUU]]eemmuu}}    !!%%))--115599==AAEEIIM  %%--11559 b-operation.6rearrange_row_major_to_amp_f16_o2_r64_p64_c32_p32_b64x16,U:U]2]]Zaz*z*j* * 1b55=*=RAreasonLayoutRearrangementvalue34kernelSpecRearrange { from: Layout { order: RowMajor, tiling: TensorTiling { tile_count: 1, replicas: 1, axes: [] }, memory_class: Ipu21Standard }, to: Layout { order: BlockMajor(Matrix { row_block: 64, column_block: 16 }), tiling: TensorTiling { tile_count: 48, replicas: 1, axes: [AxisTiling { axis: FromStart(0), partitions: 2, padding_groups: 1, block_size: 1, padding_multiple: 1, shard_padding_multiple: 1, padding: Reject, tile_stride: Some(1) }, AxisTiling { axis: FromStart(1), partitions: 12, padding_groups: 1, block_size: 64, padding_multiple: 64, shard_padding_multiple: 1, padding: Zero, tile_stride: Some(4) }, AxisTiling { axis: FromStart(2), partitions: 2, padding_groups: 1, block_size: 16, padding_multiple: 16, shard_padding_multiple: 1, padding: Zero, tile_stride: Some(2) }] }, memory_class: Ipu21Standard } }outputElements2048input0Elements2048usefulCycles1024physicalWorkCycles1024workEstimateBasisdense copy baseline: 8-byte load + store / 2 issue slotsinvocations1uniformInvocationstruearguments[64, 64, 2, 32, 32, 1]j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     a  a a aa b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue37kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[] b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue38kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0]  b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue41kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]!! b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM2}z*z*zb*RZreasonOperatorKernelvalue42kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: true, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[1, 0, 23]"j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     a  a a aa## b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue45kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]$$ b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue46kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0]%% b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue49kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]&& b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM:}z*z*zb*RZreasonOperatorKernelvalue50kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[0, 0, 23]' j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     a  a a aa(( b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue53kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[])) b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue54kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0]** b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue57kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]++ b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM:}z*z*zb*RZreasonOperatorKernelvalue58kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[0, 0, 23], j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     a  a a aa-- b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue61kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[].. b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue62kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0]// b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue65kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]00 b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM:}z*z*zb*RZreasonOperatorKernelvalue66kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[0, 0, 23]1 j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     a  a a aa22 b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue69kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]33 b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue70kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0]44 b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue73kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]55 b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM:}z*z*zb*RZreasonOperatorKernelvalue74kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[0, 0, 23]6 j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1< a a a         a  a a 22 aa77 b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue77kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]88 b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue78kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0]99 b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue81kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]:: b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM:}z*z*zb*RZreasonOperatorKernelvalue82kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[0, 0, 23]; j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     a  a a aa<< b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue85kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]== b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue86kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0]>> b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue89kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]?? b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM:}z*z*zb*RZreasonOperatorKernelvalue90kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[0, 0, 23]@j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     a  a a aaAA b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue93kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]BB b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue94kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0]CC b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue97kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]DD b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM:}z*z*zb*RZreasonOperatorKernelvalue98kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[0, 0, 23]Ej bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     a  a a aaFF b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2a"aZez*z*z*j**b*RreasonOperatorKernelvalue101kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]GG b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2Y"YZ]z*z*j**zb*RbreasonOperatorKernelvalue102kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0]HH b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2a"aZez*z*z*j**b*RreasonOperatorKernelvalue105kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]II b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2I"IZM:}z*z*zb*RZreasonOperatorKernelvalue106kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[0, 0, 23]Jj bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     a  a a aaKK b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2a"aZez*z*z*j**b*RreasonOperatorKernelvalue109kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]LL b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2Y"YZ]z*z*j**zb*RbreasonOperatorKernelvalue110kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0]MM b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2a"aZez*z*z*j**b*RreasonOperatorKernelvalue113kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]NN b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2I"IZM:}z*z*zb*RZreasonOperatorKernelvalue114kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[0, 0, 23]Oj bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     a  a a aaPP b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2a"aZez*z*z*j**b*RreasonOperatorKernelvalue117kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]QQ b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2Y"YZ]z*z*j**zb*RbreasonOperatorKernelvalue118kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0]RR b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2a"aZez*z*z*j**b*RreasonOperatorKernelvalue121kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 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b!Uoperation.6attention_softmax_d72_p64_tail_f16,U:UzY2Y"YZ]z*z*j**zb*RbreasonOperatorKernelvalue126kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 25, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles1260physicalWorkCycles1332workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 25, 0]WW b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2a"aZez*z*z*jB*b*RreasonOperatorKernelvalue129kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements2000usefulCycles646.875physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]XX b!operation.6attention_merge_v72_p80_out16_f16(M:MzQ2QQZU2z*z*zz*b*RZreasonOperatorKernelvalue31kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: true }outputElements1656input0Elements1840input1Elements46input2Elements1702invocations1uniformInvocationstruearguments[0, 1, 23]YH bJ7Qwoperation.6exchange :2"b!reasonLayoutRearrangementvalue130invocations1\''KKoo##GGkkCCgg GP]--``  X M"M"EE(((d##EdEdggFTF(( D 3|3|UUw^w^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GP]..`` XS"S"KK(((d))KdKdmmFTF(( D 9|9|[[}^}^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GP]..`` XS"S"KK(((d))KdKdmmFTF(( D 9|9|[[}^}^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GP]..`` XS"S"KK(((d))KdKdmmFTF(( D 9|9|[[}^}^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GP]..`` XS"S"KK(((d))KdKdmmFTF(( D 9|9|[[}^}^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GPc . .`` XS"S"QQ%((%(d))KdKdmmFTF(( D 9|9|[[}^}^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GPc . .`` XS"S"QQ%((%(d))KdKdmmFTF(( D 9|9|[[}^}^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GPc . .`` XS"S"QQ%((%(d))KdKdmmFTF(( D 9|9|[[}^}^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GPc . .`` XS"S"QQ%((%(d))KdKdmmFTF(( D 9|9|[[}^}^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GPi . .`` XY"Y"QQ%((%(d//QdQdssFTF(( D ?|?|aa^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GPi . .`` XY"Y"QQ%((%(d//QdQdssFTF(( D ?|?|aa^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GPi . .`` XY"Y"QQ%((%(d//QdQdssFTF(( D ?|?|aa^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GPi . .`` XY"Y"QQ%((%(d//QdQdssFTF(( D ?|?|aa^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : 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b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GPi . .`` XY"Y"QQ%((%(d//QdQdssFTF(( D ?|?|aa^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GPi . .`` XY"Y"QQ%((%(d//QdQdssFTF(( D ?|?|aa^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GPi . .`` XY"Y"QQ%((%(d//QdQdssFTF(( D ?|?|aa^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GPc . .`` XS"S"QQ%((%(d))KdKdmmFTF(( D 9|9|[[}^}^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GPc . .`` XS"S"QQ%((%(d))KdKdmmFTF(( D 9|9|[[}^}^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GPc . .`` XS"S"QQ%((%(d))KdKdmmFTF(( D 9|9|[[}^}^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GPc . .`` XS"S"QQ%((%(d))KdKdmmFTF(( D 9|9|[[}^}^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue1300]BXB^^nn%%E$E4&&]K']K}g:}g`<)<)m >mA>AU X  4Y Z\-]-^T_4`4I8bIOccOcxdxtefǺXhǺqiqjk m+xn+EoEZqZoqo,s t v0wwLy-z-'0|'==P}===R~=R1j1jOOx___<_SSq q  4\4uLԋuLa@a={={؏|`_ؔ_..CC]]rr՜4՜EL bJ'Aoperation.0exchange : breasonLayoutRearrangementinvocations1OWW__ggooww''//77??GGOOWW__ggooww''//77??GGOOWW__ggooww''//77??GGOOWW__ggooww''//77??GGOOWW__ggooww''//77??GGOOWW__ggooww''//77??GGOOWW__ggooww''//77??GGOOWW__ggooww''//77??GGOOWW__ggooww        ' ' / / 7 7 ? ? G G O O W W _ _ g g o o w w                           ' ' / / 7 7 ? ? G G O O W W _ _ g g o o w w                        H   ''//77??GGOOWW__ggooww b)aoperation.0gemm_f16_init_large_rows_interleaved_k80_c48_r72_r740]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue8kernelSpecGemm { multiply: F16, accumulate: F16, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 48 }outputElements3552input0Elements5920input1Elements3840usefulCycles4440physicalWorkCycles4440workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]( bJ7M7operation.0exchange :z2breasonOperatorInputsvalue6invocations1 M    bz-operation.0reduce_sum_f160]:]za2aaZeqzu*uzy*yz}*}j"" b*RRreasonOperatorKernelvalue6kernelSpecReductionSum { partials: 2 }outputElements3456input0Elements3456input1Elements3456usefulCycles864physicalWorkCycles864workEstimateBasisvector reduction add issue slotsinvocations1uniformInvocationstruearguments[1, 3456]8( J'=G%exchange : breasonLayoutRearrangementinvocations1P &&..66>>FFNNVV^ __dlltt||  $$,,44<<DDLLTT\\ddlltt||  $$,,44<<DDLLTT\\ddlltt||9AAI PP PPU]]eemmuu}}  %%--55==EEMMU PU]]eemmuu}}   %%--55==EEMMU          ( ( 0 0 8 8 @ @ H J R R Z Z b d l l t t | |                        $ $ , , 4 4 < < D D L L T T \ \ d d l l t t | |                        $ $ , , 4 4 < < D D L L T T \ \ d d l l t t | |                        $ $ , , 4 4 < < D D L L T T \ \ d d l l t t | |                        $ $ , , 4 4 < < D D L L T T \ \ d d l l t t | |                   $$,,44<<DDLLTT\\ddlltt||  $$,,44<<DDLLTT\\ddlltt||/77??GGOOWW__ggooww''//77??GGOOWW__ggooww''//77??GEMGOMUOWU]W_]e_gemgomuowu}x}   % (%-(0.6086>8@>F@HFNHPNVPXV^X`^f`hfnhpnvpxv~y~ : a aa  a 1&9&9&A&A&I&I&Q&Q&Y&Y&a&a&i&i&q&q&y&y&&&&&&&&&&&&&&&&&&&&&&&&&&&&&&&&&'' ' '''''!'!')')'1' b)aoperation.1gemm_f16_init_large_rows_interleaved_k80_c48_r72_r740]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue14kernelSpecGemm { multiply: F16, accumulate: F16, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 48 }outputElements3552input0Elements5920input1Elements3840usefulCycles4440physicalWorkCycles4440workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]( bJ7M7operation.1exchange :z2breasonOperatorInputsvalue12invocations1 M    bz-operation.1reduce_sum_f160]:]za2aaZeqzu*uzy*yz}*}j"" b*RRreasonOperatorKernelvalue12kernelSpecReductionSum { partials: 2 }outputElements3456input0Elements3456input1Elements3456usefulCycles864physicalWorkCycles864workEstimateBasisvector reduction add issue slotsinvocations1uniformInvocationstruearguments[1, 3456] * J'=G%exchange : breasonLayoutRearrangementinvocations1P &&..66>>FFNNVV^ __dlltt||  $$,,44<<DDLLTT\\ddlltt||  $$,,44<<DDLLTT\\ddlltt||9AAI PP PPU]]eemmuu}}  %%--55==EEMMU PU]]eemmuu}}   %%--55==EEMMU                      % % - - 5 5 = = E E M M U U ] ] e e m m u u } }                        % % - - 5 5 = = E E M M U U ] ] e e m m u u } }                   %%--55==EEMMUU]]eemmuu}}  %%--55==EEMMUU]]eemmuu}}  %%--55==EEMMUU]]eemmuu}}  %%--55==EEMMUU]]eemmuu}}  %%--55==EEMMUU]]e  %%--55==EEMMUU]]eemmuu}}  %%--55==EEMMUU]]eemmuu}}  %'%-'/-5/75=7?=E?GEMGOMUOWU]W_]e_gemgomuowu}w}  %'%-'/-5/75=7?=E?GEMGOMUOWU]W_]e_gemgomuowu}w} ? 6! 6!6" 6""(((((((&(&(.(.(6(6(>(>(F(F(N(N(V(V(^(^(f(f(n(n(v(v(~(~((((((((((((((((((((((((((((((((()  b)aoperation.2gemm_f16_init_large_rows_interleaved_k80_c48_r72_r740]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue20kernelSpecGemm { multiply: F16, accumulate: F16, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 48 }outputElements3552input0Elements5920input1Elements3840usefulCycles4440physicalWorkCycles4440workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[] ( bJ7M7operation.2exchange :z2breasonOperatorInputsvalue18invocations1 M    bz-operation.2reduce_sum_f160]:]za2aaZeqzu*uzy*yz}*}j"" b*RRreasonOperatorKernelvalue18kernelSpecReductionSum { partials: 2 }outputElements3456input0Elements3456input1Elements3456usefulCycles864physicalWorkCycles864workEstimateBasisvector reduction add issue slotsinvocations1uniformInvocationstruearguments[1, 3456]  brwoperation.6fill_zero_u645:5=2==ZA]za*abeem*mRqBreasonLayoutRearrangementvalue32kernelSpecFillZero { offset: 2960, bytes: 720, padding_only: false }outputElements1840invocations1uniformInvocationstruearguments[15, 0]  bJ'A,operation.6exchange : breasonLayoutRearrangementinvocations1, *22::BBJJRMURZU]Zb]ebjemjrmurzu}z}  ""**22::BBJJRRZZbbjjrrzz    "$"*$,*2,42:4<:B<DBJDLJRLTRZT\Zb\dbjdljrltrzt|z|    "$"*$,*2,42:4<:B<DBJDLJRLTRZT\Zb\dbjdljrltrzt|z|    "$"*$,,4194<9A<DAIDLIQLTQYT\Ya\daidliqltqyt|y|    !$!)$,)1,4194<9A<DAIDLIQLTQYT\Ya\daidliqltqyt|y|''//77??GGOOWW__ggooww''//77??GGOOWW__ggooww        ' ' / / 7 7 ? ? G G O O W W _ _ g g o o w w            ' ' / / 7 7 ? ? G G O O W W _ _ g g o o w w                           ' ' / / 7 7 ? ? G G O O W W _ _ g g o o w w                           ' ' / / 7 7 ? ? G G O O W W _ _ g g o o w w                  AIIQQYYaaiiqqyy  !!))1199AAIIQQYYaaiiqqyy  $$,,44<<DDLLTT\\d  DLLTT\\ddlltt||   " ("*(0*2082:8@:B@HBJHPJRPXRZX`Zb`hbjhpjrpxrzxz  w]eemmuu}} b-operation.6rearrange_row_major_to_amp_f16_o2_r64_p64_c48_p48_b64x16,U:U]2]]Zaz*z*j* * 1b55=*=RAreasonLayoutRearrangementvalue34kernelSpecRearrange { from: Layout { order: RowMajor, tiling: TensorTiling { tile_count: 1, replicas: 1, axes: [] }, memory_class: Ipu21Standard }, to: Layout { order: BlockMajor(Matrix { row_block: 64, column_block: 16 }), tiling: TensorTiling { tile_count: 48, replicas: 1, axes: [AxisTiling { axis: FromStart(0), partitions: 2, padding_groups: 1, block_size: 1, padding_multiple: 1, shard_padding_multiple: 1, padding: Reject, tile_stride: Some(1) }, AxisTiling { axis: FromStart(1), partitions: 12, padding_groups: 1, block_size: 64, padding_multiple: 64, shard_padding_multiple: 1, padding: Zero, tile_stride: Some(4) }, AxisTiling { axis: FromStart(2), partitions: 2, padding_groups: 1, block_size: 16, padding_multiple: 16, shard_padding_multiple: 1, padding: Zero, tile_stride: Some(2) }] }, memory_class: Ipu21Standard } }outputElements3072input0Elements3072usefulCycles1536physicalWorkCycles1536workEstimateBasisdense copy baseline: 8-byte load + store / 2 issue slotsinvocations1uniformInvocationstruearguments[64, 64, 2, 48, 48, 1]j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     a  a a aa b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue37kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[] b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue38kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0] b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue41kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[] b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM2}z*z*zb*RZreasonOperatorKernelvalue42kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: true, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[1, 0, 23]j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     a  a a aa b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue45kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[] b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue46kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0] b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue49kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[] b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM:}z*z*zb*RZreasonOperatorKernelvalue50kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[0, 0, 23] j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     a  a a aa b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue53kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[] b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue54kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0] b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue57kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[] b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM:}z*z*zb*RZreasonOperatorKernelvalue58kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[0, 0, 23] j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     a  a a aa b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue61kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]  b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue62kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0]!! b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue65kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]"" b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM:}z*z*zb*RZreasonOperatorKernelvalue66kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[0, 0, 23]# j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     a  a a aa$$ b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue69kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]%% b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue70kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0]&& b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue73kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]'' b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM:}z*z*zb*RZreasonOperatorKernelvalue74kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[0, 0, 23]( j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     a  a a aa)) b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue77kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]** b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue78kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0]++ b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue81kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[],, b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM:}z*z*zb*RZreasonOperatorKernelvalue82kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[0, 0, 23]- j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1< 1 a 1 a 1 a     1  a 1 1 a a aa.. b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue85kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]// b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue86kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0]00 b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue89kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]11 b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM:}z*z*zb*RZreasonOperatorKernelvalue90kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[0, 0, 23]2j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     a  a a aa33 b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue93kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]44 b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue94kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0]55 b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue97kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]66 b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM:}z*z*zb*RZreasonOperatorKernelvalue98kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[0, 0, 23]7j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     a  a a aa88 b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2a"aZez*z*z*j**b*RreasonOperatorKernelvalue101kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]99 b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2Y"YZ]z*z*j**zb*RbreasonOperatorKernelvalue102kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0]:: b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2a"aZez*z*z*j**b*RreasonOperatorKernelvalue105kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[];; b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2I"IZM:}z*z*zb*RZreasonOperatorKernelvalue106kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[0, 0, 23]<j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     a  a a aa== b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2a"aZez*z*z*j**b*RreasonOperatorKernelvalue109kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]>> b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2Y"YZ]z*z*j**zb*RbreasonOperatorKernelvalue110kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0]?? b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2a"aZez*z*z*j**b*RreasonOperatorKernelvalue113kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]@@ b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2I"IZM:}z*z*zb*RZreasonOperatorKernelvalue114kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[0, 0, 23]Aj bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     a  a a aaBB b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2a"aZez*z*z*j**b*RreasonOperatorKernelvalue117kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]CC b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2Y"YZ]z*z*j**zb*RbreasonOperatorKernelvalue118kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0]DD b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2a"aZez*z*z*j**b*RreasonOperatorKernelvalue121kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]EE b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2I"IZM:}z*z*zb*RZreasonOperatorKernelvalue122kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[0, 0, 23]Fv bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     i  i i qqGG b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2a"aZez*z*z*jB*b*RreasonOperatorKernelvalue125kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements2000usefulCycles646.875physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]HH b!Uoperation.6attention_softmax_d72_p64_tail_f16,U:UzY2Y"YZ]z*z*j**zb*RbreasonOperatorKernelvalue126kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 25, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles1260physicalWorkCycles1332workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 25, 0]II b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2a"aZez*z*z*jB*b*RreasonOperatorKernelvalue129kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements2000usefulCycles646.875physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]JJ b!operation.6attention_merge_v72_p80_out16_f16(M:MzQ2QQZU2z*z*zz*b*RZreasonOperatorKernelvalue31kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: true }outputElements1656input0Elements1840input1Elements46input2Elements1702invocations1uniformInvocationstruearguments[0, 1, 23]KH bJ7Qwoperation.6exchange :2"b!reasonLayoutRearrangementvalue130invocations1\ 00TTxx,,PPtt==aa99]GP]..``  X M"M"EE(((d##EdEdggFTF(( D 3|3|UUw^w^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue1300]BXB^^nn%%E$E4&&cK'cKg:g`<)<)m >m<><czYcz \  t] ^X`-a-bc4 e4IxfIOcgOcxixi,kǺlǺqnq0ooLq+r+E0tEZPuZouolw x Pzp{|}-~-'p'=====R\=R1jԃ1jO@O_؇__|_SSq`q ، 44uLuLaa={={4__8ܚ.T.CC]8]rXrϜtϜX bJ'Aoperation.0exchange : breasonLayoutRearrangementinvocations1PXX``hhppxx  ((0088@@HHPPXX``hhppxx  ((0088@@HHPPXX``hhppxx  ((0088@@HHPPXX``hhppxx  ((0088@@HHPPXX``hhppxx  ((0088@@HHPPXX``hhppxx  ((0088@@HHPPXX``hhppxx  ((0088@@HHPPXX``hhppxx  ((0088@@HHPPXX``hhppxx         ( ( 0 0 8 8 @ @ H H P P X X ` ` h h p p x x                         ( ( 0 0 8 8 @ @ H H P P X X ` ` h h p p x x                            ((0088@@HHPPXX``hhppxx b)aoperation.0gemm_f16_init_large_rows_interleaved_k80_c48_r72_r740]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue8kernelSpecGemm { multiply: F16, accumulate: F16, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 48 }outputElements3552input0Elements5920input1Elements3840usefulCycles4440physicalWorkCycles4440workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]( bJ7M7operation.0exchange :z2breasonOperatorInputsvalue6invocations1 M    bz-operation.0reduce_sum_f160]:]za2aaZeqzu*uzy*yz}*}j"" b*RRreasonOperatorKernelvalue6kernelSpecReductionSum { partials: 2 }outputElements3456input0Elements3456input1Elements3456usefulCycles864physicalWorkCycles864workEstimateBasisvector reduction add issue slotsinvocations1uniformInvocationstruearguments[1, 3456]8( J'=G%exchange : breasonLayoutRearrangementinvocations1P !!))1199AAIIQQYYaaiiqqyy  !!))1199AAIIQQYYaaiiqqyy  !!)  $$,,44<<DDLLTT\\ddlltt||  $$,,44<<DDLLTT\\ddlltt||  $$,,44<<DDLLTT\\ddlltt||       ! ! ) ) 1 1 9 9 A A I K S S [ [ c e m m u u } }                        % % - - 5 5 = = E E M M U U ] ] e e m m u u } }                        % % - - 5 5 = = E E M M U U ] ] e e m m u u } }                        % % - - 5 5 = = E E M M U U ] ] e e m m u u } }                        % % - - 5 5 = = E E M M U U ] ] e e m m u u } }                   %%--55==EEMMUU]]eemmuu}}  %%--55==EEMMUU]]eemmuu}}088@@HHPPXX``hhppxx  ((0088@@HHPPXX``hhppxx  ((0088@@HHPPXX``hhppxy  !!))1199AAIIQQYYaaiiqqyz.66>>FFNNVV^^ffnnvv~~&&..66>>FFNNVV^^ffnnvv~~ \\ \\ \    \! +!+" \!\" \"\# \##2&:&:&B&B&J&J&R&R&Z&Z&b&b&j&j&r&r&z&z&&&&&&&&&&&&&&&&&&&&&&&&&&&&&&&&&'' ' '''''"'"'*'*'2' b)aoperation.1gemm_f16_init_large_rows_interleaved_k80_c48_r72_r740]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue14kernelSpecGemm { multiply: F16, accumulate: F16, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 48 }outputElements3552input0Elements5920input1Elements3840usefulCycles4440physicalWorkCycles4440workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]( bJ7M7operation.1exchange :z2breasonOperatorInputsvalue12invocations1 M    bz-operation.1reduce_sum_f160]:]za2aaZeqzu*uzy*yz}*}j"" b*RRreasonOperatorKernelvalue12kernelSpecReductionSum { partials: 2 }outputElements3456input0Elements3456input1Elements3456usefulCycles864physicalWorkCycles864workEstimateBasisvector reduction add issue slotsinvocations1uniformInvocationstruearguments[1, 3456] * J'=G%exchange : breasonLayoutRearrangementinvocations1P !!))1199AAIIQQYYaaiiqqyy  !!))1199AAIIQQYYaaiiqqyy  !!)  $$,,44<<DDLLTT\\ddlltt||  $$,,44<<DDLLTT\\ddlltt||  $$,,44<<DDLLTT\\ddlltt||                      & & . . 6 6 > > F F N N V V ^ ^ f f n n v v ~ ~                         & & . . 6 6 > > F F N N V V ^ ^ f f n n v v ~ ~                 &&..66>>FFNNVV^^ffnnvv~~&&..66>>FFNNVV^^ffnnvv~~&&..66>>FFNNVV^^ffnnvv~~&&..66>>FFNNVV^^ffnnvv~~&&..66>>FFNNVV^^f&&..66>>FFNNVV^^ffnnvv~~&&..66>>FFNNVV^^ffnnvv~~  ((0088@@HHPPXX``hhppxx  ((0088@@HHPPXX``hhppxx  %%--55==EEMMUU]]eemmuu}}  %%--55==EEMMUU]]eemmuu}} xx xx  x  ! !" "x# G#G$ x#x$ x$x% x%%((((((('('(/(/(7(7(?(?(G(G(O(O(W(W(_(_(g(g(o(o(w(w((((((((((((((((((((((((((((((((((()  b)aoperation.2gemm_f16_init_large_rows_interleaved_k80_c48_r72_r740]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue20kernelSpecGemm { multiply: F16, accumulate: F16, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 48 }outputElements3552input0Elements5920input1Elements3840usefulCycles4440physicalWorkCycles4440workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[] ( bJ7M7operation.2exchange :z2breasonOperatorInputsvalue18invocations1 M    bz-operation.2reduce_sum_f160]:]za2aaZeqzu*uzy*yz}*}j"" b*RRreasonOperatorKernelvalue18kernelSpecReductionSum { partials: 2 }outputElements3456input0Elements3456input1Elements3456usefulCycles864physicalWorkCycles864workEstimateBasisvector reduction add issue slotsinvocations1uniformInvocationstruearguments[1, 3456]  brwoperation.6fill_zero_u645:5=2==ZA]za*abeem*mRqBreasonLayoutRearrangementvalue32kernelSpecFillZero { offset: 2960, bytes: 720, padding_only: false }outputElements1840invocations1uniformInvocationstruearguments[15, 0]  bJ'A75operation.6exchange : breasonLayoutRearrangementinvocations1L .22::>>FFJJRMQQYRVV^Y]]e^bbjeiiqjnnvuyvzyz   $""*(,*.-1.66::BBFEMFNNRRZZ^]a^ffjjrrvu}v~~ !&&**2265=6>>BBJJNMQNVQYVZY]Zb]ebfeifniqnrqurzu}z~}~    "%"&%)&.)1.2152:5=:>=A>FAIFJIMJRMURVUYV^Ya^baebjemjnmqnvqyvzy}z}    !&!%%-&**2-119266>9==E>BBJEIIQJNNVQUU]VZZb]aaibffnimmunrrzuyyz~~  ""&&..22::>>FFJHPJRPTRVT\V^\`^b`hbjhljnltnvtxvzxz    ((,,4488@@DDLLPPXX\\ddhhpptt||    $!!)$((0)--5044<599A<@@HAEEMHLLTMQQYTXX`Y]]e`ddleilppxx||  ((0088@@HHPPXX``hhppxx         ( ( 0 0 8 8 @ @ H H P P X X ` ` h h p p x x                         ( ( 0 0 8 8 @ @ H H P P X X ` ` h h p p x x                       ( ( 0 0 8 8 @ @ H H P P X X ` ` h h p p x x                         ( ( 0 0 8 8 @ @ H H P P X X ` ` h h p p x x                         ( ( 0 0 8 8 @ @ H H P P X X ` ` h h p p x x                 &&..66>>FFNNVV^^ffnnvv~~&&..2266::>>BBFFJJNNRRVVZ  !!))1199AAIIQQYYaaiiqqyy  !!))1199AAIIQQYYaaeeiimmqquuyy}} b-operation.6rearrange_row_major_to_amp_f16_o2_r64_p64_c48_p48_b64x16,U:U]2]]Zaz*z*j* * 1b55=*=RAreasonLayoutRearrangementvalue34kernelSpecRearrange { from: Layout { order: RowMajor, tiling: TensorTiling { tile_count: 1, replicas: 1, axes: [] }, memory_class: Ipu21Standard }, to: Layout { order: BlockMajor(Matrix { row_block: 64, column_block: 16 }), tiling: TensorTiling { tile_count: 48, replicas: 1, axes: [AxisTiling { axis: FromStart(0), partitions: 2, padding_groups: 1, block_size: 1, padding_multiple: 1, shard_padding_multiple: 1, padding: Reject, tile_stride: Some(1) }, AxisTiling { axis: FromStart(1), partitions: 12, padding_groups: 1, block_size: 64, padding_multiple: 64, shard_padding_multiple: 1, padding: Zero, tile_stride: Some(4) }, AxisTiling { axis: FromStart(2), partitions: 2, padding_groups: 1, block_size: 16, padding_multiple: 16, shard_padding_multiple: 1, padding: Zero, tile_stride: Some(2) }] }, memory_class: Ipu21Standard } }outputElements3072input0Elements3072usefulCycles1536physicalWorkCycles1536workEstimateBasisdense copy baseline: 8-byte load + store / 2 issue slotsinvocations1uniformInvocationstruearguments[64, 64, 2, 48, 48, 1]j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     a  a a aa b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue37kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[] b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue38kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0] b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue41kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[] b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM2}z*z*zb*RZreasonOperatorKernelvalue42kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: true, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[1, 0, 23]j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     a  a a aa b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue45kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[] b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue46kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0] b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue49kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[] b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM:}z*z*zb*RZreasonOperatorKernelvalue50kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[0, 0, 23] j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     a  a a aa b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue53kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[] b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue54kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0] b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue57kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[] b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM:}z*z*zb*RZreasonOperatorKernelvalue58kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[0, 0, 23] j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     a  a a aa b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue61kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]  b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue62kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0]!! b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue65kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]"" b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM:}z*z*zb*RZreasonOperatorKernelvalue66kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[0, 0, 23]# j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     a  a a aa$$ b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue69kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]%% b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue70kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0]&& b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue73kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]'' b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM:}z*z*zb*RZreasonOperatorKernelvalue74kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[0, 0, 23]( j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     a  a a aa)) b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue77kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]** b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue78kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0]++ b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue81kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[],, b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM:}z*z*zb*RZreasonOperatorKernelvalue82kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[0, 0, 23]- j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1< 0 a 0 a 0 a     0  a 0 0 a a aa.. b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue85kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]// b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue86kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0]00 b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue89kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]11 b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM:}z*z*zb*RZreasonOperatorKernelvalue90kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[0, 0, 23]2j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     a  a a aa33 b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue93kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]44 b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue94kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0]55 b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue97kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]66 b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM:}z*z*zb*RZreasonOperatorKernelvalue98kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[0, 0, 23]7j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     a  a a aa88 b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2a"aZez*z*z*j**b*RreasonOperatorKernelvalue101kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]99 b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2Y"YZ]z*z*j**zb*RbreasonOperatorKernelvalue102kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0]:: b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2a"aZez*z*z*j**b*RreasonOperatorKernelvalue105kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[];; b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2I"IZM:}z*z*zb*RZreasonOperatorKernelvalue106kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[0, 0, 23]<j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     a  a a aa== b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2a"aZez*z*z*j**b*RreasonOperatorKernelvalue109kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]>> b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2Y"YZ]z*z*j**zb*RbreasonOperatorKernelvalue110kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0]?? b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2a"aZez*z*z*j**b*RreasonOperatorKernelvalue113kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]@@ b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2I"IZM:}z*z*zb*RZreasonOperatorKernelvalue114kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[0, 0, 23]Aj bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     a  a a aaBB b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2a"aZez*z*z*j**b*RreasonOperatorKernelvalue117kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]CC b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2Y"YZ]z*z*j**zb*RbreasonOperatorKernelvalue118kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0]DD b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2a"aZez*z*z*j**b*RreasonOperatorKernelvalue121kernelSpecGemm { multiply: F16, accumulate: 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}outputElements1472input0Elements1840input1Elements2000usefulCycles646.875physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]HH b!Uoperation.6attention_softmax_d72_p64_tail_f16,U:UzY2Y"YZ]z*z*j**zb*RbreasonOperatorKernelvalue126kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 25, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles1260physicalWorkCycles1332workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 25, 0]II b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2a"aZez*z*z*jB*b*RreasonOperatorKernelvalue129kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements2000usefulCycles646.875physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 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G G O O W W _ _ g g o o w w                           ' ' / / 7 7 ? ? G G O O W W _ _ g g o o w w                           ''//77??GGOOWW__ggooww b)aoperation.0gemm_f16_init_large_rows_interleaved_k80_c48_r72_r740]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue8kernelSpecGemm { multiply: F16, accumulate: F16, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 48 }outputElements3552input0Elements5920input1Elements3840usefulCycles4440physicalWorkCycles4440workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]( bJ7M7operation.0exchange :z2breasonOperatorInputsvalue6invocations1 O  bz-operation.0reduce_sum_f160]:]za2aaZeqzu*uzy*yz}*}j"" b*RRreasonOperatorKernelvalue6kernelSpecReductionSum { partials: 2 }outputElements3456input0Elements3456input1Elements3456usefulCycles864physicalWorkCycles864workEstimateBasisvector reduction add issue slotsinvocations1uniformInvocationstruearguments[1, 3456]8( J'=G%exchange : breasonLayoutRearrangementinvocations1P '//77??GGOOWW__ggooww''//77??GGOOWW__ggooww''//7               "  ( " * ( 0 * 2 0 8 2 : 8 @ : B @ H B J J R J R R Z R Z Z b Z b b j d l j r l t r z t | z |                                              "  $ " * $ , * 2 , 4 2 : 4 < : B < D B J D L J R L T R Z T \ Z b \ d b j d l l t t | |                        $ $ , , 4 4 < < D D L L T T \ \ d d l l t t | |                        $ $ , , 4 4 < < D D L L T T \ \ d d l l t t | |                        $ $ , , 4 4 < < D D L L T T \ \ d d l l t t | |                   $$,,44<<DDLLTT\\ddlltt||  $$,,44<<DDLLTT\\ddlltt||  %%--5/75=7?=E?GEMGOMUOWU]W_]e_gemgomuowu}w}  %'%-'/-5/75=7?=E?GEMGOMUOWU]W_]e_gemgomuowu}w}  %'%-'/-5/75=7?=E?GEMGOMUOWU]W_]e_gemgomuowu}x}  ((0088@@HHPPXX``hhppxy    1! 1!1" )")# 1"1# 1## #$ $% %1&1&9&9&A&A&I&I&Q&Q&Y&Y&a&a&i&i&q&q&y&y&&&&&&&&&&&&&&&&&&&&&&&&&&&&&&&&&'' ' '''''!'!')')'1' b)aoperation.1gemm_f16_init_large_rows_interleaved_k80_c48_r72_r740]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue14kernelSpecGemm { multiply: F16, accumulate: F16, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 48 }outputElements3552input0Elements5920input1Elements3840usefulCycles4440physicalWorkCycles4440workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]( bJ7M7operation.1exchange :z2breasonOperatorInputsvalue12invocations1 O  bz-operation.1reduce_sum_f160]:]za2aaZeqzu*uzy*yz}*}j"" b*RRreasonOperatorKernelvalue12kernelSpecReductionSum { partials: 2 }outputElements3456input0Elements3456input1Elements3456usefulCycles864physicalWorkCycles864workEstimateBasisvector reduction add issue slotsinvocations1uniformInvocationstruearguments[1, 3456] * J'=G%exchange : breasonLayoutRearrangementinvocations1P '//77??GGOOWW__ggooww''//77??GGOOWW__ggooww''//7c k k s s { {                                            #  % # + % - + 3 - 5 3 ; 5 = ; C = E C K E M K S M U S [ U ] [ c ] e c k e m k s m u s { u } { }                                              #  % # + % - - 5 5 = = E E M M U U ] ] e e m m u u } }                   %%--55==EEMMUU]]eemmuu}}  %%--55==EEMMUU]]eemmuu}}  %%--55==EEMMUU]]eemmuu}}  %%--55==EEMMUU]]eemmuu}}  %%--55==EEMMUU]]e    #%#+%-+3-53;5=;C=ECKEMKSMUS[U][c]eckemksmus{u}{}    #%#+%-+3-53;5=;C=ECKEMKSMUS[U][c]eckemksmus{u}{}  #'#+'/+3/73;7?;C?GCKGOKSOWS[W_[c_gckgoksows{w{''//77??GGOOWW__ggooww ! !" "# #$ $% E$E% %% %& &' '((((((((&(&(.(.(6(6(>(>(F(F(N(N(V(V(^(^(f(f(n(n(v(v(~(~((((((((((((((((((((((((((((((((()  b)aoperation.2gemm_f16_init_large_rows_interleaved_k80_c48_r72_r740]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue20kernelSpecGemm { multiply: F16, accumulate: F16, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 48 }outputElements3552input0Elements5920input1Elements3840usefulCycles4440physicalWorkCycles4440workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[] ( bJ7M7operation.2exchange :z2breasonOperatorInputsvalue18invocations1 O  bz-operation.2reduce_sum_f160]:]za2aaZeqzu*uzy*yz}*}j"" b*RRreasonOperatorKernelvalue18kernelSpecReductionSum { partials: 2 }outputElements3456input0Elements3456input1Elements3456usefulCycles864physicalWorkCycles864workEstimateBasisvector reduction add issue slotsinvocations1uniformInvocationstruearguments[1, 3456]  brwoperation.6fill_zero_u645:5=2==ZA]za*abeem*mRqBreasonLayoutRearrangementvalue32kernelSpecFillZero { offset: 2960, bytes: 720, padding_only: false }outputElements1840invocations1uniformInvocationstruearguments[15, 0]  brwoperation.6fill_zero_u645:5=2==ZA]za*abeem*mRqBreasonLayoutRearrangementvalue33kernelSpecFillZero { offset: 528, bytes: 3568, padding_only: false }outputElements2048invocations1uniformInvocationstruearguments[74, 2] brwoperation.6fill_zero_u645:5=2==ZA]za*abeem*mRqBreasonLayoutRearrangementvalue34kernelSpecFillZero { offset: 48, bytes: 4048, padding_only: false }outputElements2048invocations1uniformInvocationstruearguments[84, 2] bJ'A7)operation.6exchange : breasonLayoutRearrangementinvocations1L (,,4488@@DDLLPPXX\\ddhhpptt||  $$((0044<<@@HHLLTTXX``ddllppxx||    $$,,0088<<DDHHPPTT\\``hhllttxx  ((,,4488@@DDLLPPXX\\ddhhpptt||  $$((0044<<@@HHLLTTXX``ddllppxx||     $ $$,$((0,008044<8<<D<@@HDHHPHLLTPTT\TXX`\``h`ddlhlltlppxtxxx||    $$,,0088<<DDHHPPTT\\``hhllttxx   $ ($((,(0,404484<8@<@@D@HDLHLLPLTPXTXX\X``ddllppxx||                             # # ' ' + + / / 3 3 7 7 ; ; ? ? C C G G O O W W _ _ g g o o w w                              ''//77??GGOOWW__ggooww''//77??CCGGKKOOSSWW[[__ccggkkoossww{{GOS[_gksw  ##++33;;CCKKSS[[cckkss{{  ##++33;;CCKKSS[[cckkss{{  ##++33;;CCGGKKOOSSWW[[__ccggkkoossww{{ b-operation.6rearrange_row_major_to_amp_f16_o2_r64_p64_c32_p32_b64x16,U:U]2]]Zaz*z*j* * 1b55=*=RAreasonLayoutRearrangementvalue34kernelSpecRearrange { from: Layout { order: RowMajor, tiling: TensorTiling { tile_count: 1, replicas: 1, axes: [] }, memory_class: Ipu21Standard }, to: Layout { order: BlockMajor(Matrix { row_block: 64, column_block: 16 }), tiling: TensorTiling { tile_count: 48, replicas: 1, axes: [AxisTiling { axis: FromStart(0), partitions: 2, padding_groups: 1, block_size: 1, padding_multiple: 1, shard_padding_multiple: 1, padding: Reject, tile_stride: Some(1) }, AxisTiling { axis: FromStart(1), partitions: 12, padding_groups: 1, block_size: 64, padding_multiple: 64, shard_padding_multiple: 1, padding: Zero, tile_stride: Some(4) }, AxisTiling { axis: FromStart(2), partitions: 2, padding_groups: 1, block_size: 16, padding_multiple: 16, shard_padding_multiple: 1, padding: Zero, tile_stride: Some(2) }] }, memory_class: Ipu21Standard } }outputElements2048input0Elements2048usefulCycles1024physicalWorkCycles1024workEstimateBasisdense copy baseline: 8-byte load + store / 2 issue slotsinvocations1uniformInvocationstruearguments[64, 64, 2, 32, 32, 1]j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     a  a a aa b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue37kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[] b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue38kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0] b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue41kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[] b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM2}z*z*zb*RZreasonOperatorKernelvalue42kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: true, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[1, 0, 23]j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     a  a a aa b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue45kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[] b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue46kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0] b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue49kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[] b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM:}z*z*zb*RZreasonOperatorKernelvalue50kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[0, 0, 23] j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     a  a a aa b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue53kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[] b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue54kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0] b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue57kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[] b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM:}z*z*zb*RZreasonOperatorKernelvalue58kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[0, 0, 23] j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     a  a a aa!! b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue61kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]"" b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue62kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0]## b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue65kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]$$ b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM:}z*z*zb*RZreasonOperatorKernelvalue66kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[0, 0, 23]% j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     a  a a aa&& b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue69kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]'' b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue70kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0](( b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue73kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[])) b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM:}z*z*zb*RZreasonOperatorKernelvalue74kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[0, 0, 23]* j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     a  a a aa++ b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue77kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[],, b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue78kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0]-- b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue81kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[].. b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM:}z*z*zb*RZreasonOperatorKernelvalue82kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[0, 0, 23]/ j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1< a a a         a  a a // aa00 b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue85kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]11 b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue86kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0]22 b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue89kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]33 b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM:}z*z*zb*RZreasonOperatorKernelvalue90kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[0, 0, 23]4j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     a  a a aa55 b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue93kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]66 b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue94kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0]77 b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue97kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]88 b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM:}z*z*zb*RZreasonOperatorKernelvalue98kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[0, 0, 23]9j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     a  a a aa:: b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2a"aZez*z*z*j**b*RreasonOperatorKernelvalue101kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[];; b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2Y"YZ]z*z*j**zb*RbreasonOperatorKernelvalue102kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0]<< b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2a"aZez*z*z*j**b*RreasonOperatorKernelvalue105kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]== b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2I"IZM:}z*z*zb*RZreasonOperatorKernelvalue106kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[0, 0, 23]>j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     a  a a aa?? b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2a"aZez*z*z*j**b*RreasonOperatorKernelvalue109kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]@@ b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2Y"YZ]z*z*j**zb*RbreasonOperatorKernelvalue110kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0]AA b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2a"aZez*z*z*j**b*RreasonOperatorKernelvalue113kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]BB b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2I"IZM:}z*z*zb*RZreasonOperatorKernelvalue114kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[0, 0, 23]Cj bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     a  a a aaDD b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2a"aZez*z*z*j**b*RreasonOperatorKernelvalue117kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]EE b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2Y"YZ]z*z*j**zb*RbreasonOperatorKernelvalue118kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0]FF b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2a"aZez*z*z*j**b*RreasonOperatorKernelvalue121kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]GG b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2I"IZM:}z*z*zb*RZreasonOperatorKernelvalue122kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[0, 0, 23]Hv bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     i  i i qqII b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2a"aZez*z*z*jB*b*RreasonOperatorKernelvalue125kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements2000usefulCycles646.875physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]JJ b!Uoperation.6attention_softmax_d72_p64_tail_f16,U:UzY2Y"YZ]z*z*j**zb*RbreasonOperatorKernelvalue126kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 25, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles1260physicalWorkCycles1332workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 25, 0]KK b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2a"aZez*z*z*jB*b*RreasonOperatorKernelvalue129kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements2000usefulCycles646.875physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]LL b!operation.6attention_merge_v72_p80_out16_f16(M:MzQ2QQZU2z*z*zz*b*RZreasonOperatorKernelvalue31kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: true }outputElements1656input0Elements1840input1Elements46input2Elements1702invocations1uniformInvocationstruearguments[0, 1, 23]MH bJ7Qwoperation.6exchange :2"b!reasonLayoutRearrangementvalue130invocations1\ 11U"FFjjBBff>>bbGP]..`` XM"M"KK(((d##EdEdggFTF(( D 3|3|UUw^w^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130h]ss(XAA]x]nnlLJLJK@Kp*|++%<-%Ql.Q}/} 0 H1H;dB;d=D=GDGE7F7xGeBPHeB_lZ_l ]  t^ _Xa-b-cd4 f4IxgIOchOcxjxj,lǺmǺqoq0ppLr+s+E0uEZPvZovolx y P{p|}~--'p'=====R\=R1jԄ1jO@O_؈__|_SSq`q ؍ 44uLuLaa={={4__8ܛ.T.CC]8]rXrϜtϜX broperation.0fill_zero_u64(M:MU2UUZYuzy*yj}}rb*RBreasonLayoutRearrangementvalue4kernelSpecFillZero { offset: 9472, bytes: 2368, padding_only: true }outputElements4736usefulCycles0physicalWorkCycles0workEstimateBasispadding initialization: no useful tensor workinvocations1uniformInvocationstruearguments[49, 2] broperation.0fill_zero_u64(M:MU2UUZYuzy*yj}}rb*RBreasonLayoutRearrangementvalue7kernelSpecFillZero { offset: 2048, bytes: 512, padding_only: true }outputElements3072usefulCycles0physicalWorkCycles0workEstimateBasispadding initialization: no useful tensor workinvocations1uniformInvocationstruearguments[10, 4] broperation.0fill_zero_u64(M:MU2UUZYuzy*yj}}rb*RBreasonLayoutRearrangementvalue7kernelSpecFillZero { offset: 4608, bytes: 512, padding_only: true }outputElements3072usefulCycles0physicalWorkCycles0workEstimateBasispadding initialization: no useful tensor workinvocations1uniformInvocationstruearguments[10, 4] broperation.0fill_zero_u64(M:MU2UUZYuzy*yj}}rb*RBreasonLayoutRearrangementvalue7kernelSpecFillZero { offset: 7168, bytes: 512, padding_only: true }outputElements3072usefulCycles0physicalWorkCycles0workEstimateBasispadding initialization: no useful tensor workinvocations1uniformInvocationstruearguments[10, 4] bJ'A7operation.0exchange : breasonLayoutRearrangementinvocations1RZZbdlltt||  $$,,44<<DDLLTT\\ddlltt||  $$,,44<<DDLLTT\\ddlltt||  $$,,44<<DDLLTT\\ddlltt||  $$,,44<<DDLLTU]]eemmuu}}  %&..66>>FFNNVV^^ffnnvv~~&&..66>>FFNNVV^^ffnnvv~~&&..66>>FFNNVV^^ffnnvv~~       ! ! ) ) 1 1 9 9 A A I I Q Q Y Y a a i i q q y y                        ! ! ) ) 1 1 9 9 A A I I Q Q Y Y a a i i q q y y     y   y y  y F y  U y b)aoperation.0gemm_f16_init_large_rows_interleaved_k80_c48_r72_r740]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue8kernelSpecGemm { multiply: F16, accumulate: F16, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 48 }outputElements3552input0Elements4736input1Elements3072usefulCycles3552physicalWorkCycles4440workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]( bJ7M7operation.0exchange :z2breasonOperatorInputsvalue6invocations1 O   bz-operation.0reduce_sum_f160]:]za2aaZeqzu*uzy*yz}*}j"" b*RRreasonOperatorKernelvalue6kernelSpecReductionSum { partials: 2 }outputElements3408input0Elements3456input1Elements3456usefulCycles852physicalWorkCycles864workEstimateBasisvector reduction add issue slotsinvocations1uniformInvocationstruearguments[1, 3456] broperation.1fill_zero_u64(M:MU2UUZYuzy*yj}}rb*RBreasonLayoutRearrangementvalue10kernelSpecFillZero { offset: 9472, bytes: 2368, padding_only: true }outputElements4736usefulCycles0physicalWorkCycles0workEstimateBasispadding initialization: no useful tensor workinvocations1uniformInvocationstruearguments[49, 2]  broperation.1fill_zero_u64(M:MU2UUZYuzy*yj}}rb*RBreasonLayoutRearrangementvalue13kernelSpecFillZero { offset: 2048, bytes: 512, padding_only: true }outputElements3072usefulCycles0physicalWorkCycles0workEstimateBasispadding initialization: no useful tensor workinvocations1uniformInvocationstruearguments[10, 4]  broperation.1fill_zero_u64(M:MU2UUZYuzy*yj}}rb*RBreasonLayoutRearrangementvalue13kernelSpecFillZero { offset: 4608, bytes: 512, padding_only: true }outputElements3072usefulCycles0physicalWorkCycles0workEstimateBasispadding initialization: no useful tensor workinvocations1uniformInvocationstruearguments[10, 4]  broperation.1fill_zero_u64(M:MU2UUZYuzy*yj}}rb*RBreasonLayoutRearrangementvalue13kernelSpecFillZero { offset: 7168, bytes: 512, padding_only: true }outputElements3072usefulCycles0physicalWorkCycles0workEstimateBasispadding initialization: no useful tensor workinvocations1uniformInvocationstruearguments[10, 4] 8( J'= exchange : breasonLayoutRearrangementinvocations1 !!))1199AAIIQQYYaaiiqqyy  !!))1199AAIIQQYYaaiiqqyy  !!))1199AAIIQQYYaaiiqqyy                "  % " * % - * 2 - 5 2 : 7 ? : B ? G B J G O J R O W R Z W _ Z b _ g b j g o j r o w r z w  z                                                "  ' " * ' / * 2 / 7 2 : 7 ? : B ? G B J G O J R O W R Z W _ Z b _ g b j g o j r o w r z w  z                                                "  ' " * ' / * 2 / 7 2 : 7 ? : B ? G B J G O J R O W R Z W _ Z b _ g b j g o j r o w r z w  z                                   ' + 3 3 ; ; C C K K S S [ [ c c k k s s { {                        $ $ , , 4 4 < < D D L L T T \ \ d d l l t t | |                   $$,,44<<DDLLTT\    %%%-%--5-55=5==E=EEMEMMUMUU]U]]e]eememmumuu}u}}}  %%--55==EEMMUU]]eemmuu}}  %%--55==EEMMUU]]eemmuu}}  %%--55==EEMMUU]]eemmuu}} m m 8 m )##  b)aoperation.1gemm_f16_init_large_rows_interleaved_k80_c48_r72_r740]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue14kernelSpecGemm { multiply: F16, accumulate: F16, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 48 }outputElements3552input0Elements4736input1Elements3072usefulCycles3552physicalWorkCycles4440workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]( bJ7M7operation.1exchange :z2breasonOperatorInputsvalue12invocations1 O   bz-operation.1reduce_sum_f160]:]za2aaZeqzu*uzy*yz}*}j"" b*RRreasonOperatorKernelvalue12kernelSpecReductionSum { partials: 2 }outputElements3408input0Elements3456input1Elements3456usefulCycles852physicalWorkCycles864workEstimateBasisvector reduction add issue slotsinvocations1uniformInvocationstruearguments[1, 3456] broperation.2fill_zero_u64(M:MU2UUZYuzy*yj}}rb*RBreasonLayoutRearrangementvalue16kernelSpecFillZero { offset: 9472, bytes: 2368, padding_only: true }outputElements4736usefulCycles0physicalWorkCycles0workEstimateBasispadding initialization: no useful tensor workinvocations1uniformInvocationstruearguments[49, 2] broperation.2fill_zero_u64(M:MU2UUZYuzy*yj}}rb*RBreasonLayoutRearrangementvalue19kernelSpecFillZero { offset: 2048, bytes: 512, padding_only: true }outputElements3072usefulCycles0physicalWorkCycles0workEstimateBasispadding initialization: no useful tensor workinvocations1uniformInvocationstruearguments[10, 4] broperation.2fill_zero_u64(M:MU2UUZYuzy*yj}}rb*RBreasonLayoutRearrangementvalue19kernelSpecFillZero { offset: 4608, bytes: 512, padding_only: true }outputElements3072usefulCycles0physicalWorkCycles0workEstimateBasispadding initialization: no useful tensor workinvocations1uniformInvocationstruearguments[10, 4] broperation.2fill_zero_u64(M:MU2UUZYuzy*yj}}rb*RBreasonLayoutRearrangementvalue19kernelSpecFillZero { offset: 7168, bytes: 512, padding_only: true }outputElements3072usefulCycles0physicalWorkCycles0workEstimateBasispadding initialization: no useful tensor workinvocations1uniformInvocationstruearguments[10, 4] * J'= exchange : breasonLayoutRearrangementinvocations1 !!))1199AAIIQQYYaaiiqqyy  !!))1199AAIIQQYYaaiiqqyy  !!))1199AAIIQQYYaaiiqqyy                "  % " * % - * 2 - 5 2 : 7 ? : B ? G B J G O J R O W R Z W _ Z b _ g b j g o j r o w r z w  z                                                "  ' " * ' / * 2 / 7 2 : 7 ? : B ? G B J G O J R O W R Z W _ Z b _ g b j g o j r o w r z w  z                                                "  ' " * ' / * 2 / 7 2 : 7 ? : B ? G B J G O J R O W R Z W _ Z b _ g b j g o j r o w r z w  z                                fnnvv~~&&..66>>FFNNVV^^ffnnvv~~&&..66>>FFNNVV^^ffnnvv~~fnnvv~~  #&#+&.+3.63;6>;C>FCKFNKSNVS[V^[c^fckfnksnvs{v~{~&&..66>>FFNNVV^^ffnnvv~~&&..66>>FFNNVV^^ffnnvv~~&&..66>>FFNNVV^^f % % % f E%% b)aoperation.2gemm_f16_init_large_rows_interleaved_k80_c48_r72_r740]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue20kernelSpecGemm { multiply: F16, accumulate: F16, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 48 }outputElements3552input0Elements4736input1Elements3072usefulCycles3552physicalWorkCycles4440workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]( bJ7M7operation.2exchange :z2breasonOperatorInputsvalue18invocations1 O   bz-operation.2reduce_sum_f160]:]za2aaZeqzu*uzy*yz}*}j"" b*RRreasonOperatorKernelvalue18kernelSpecReductionSum { partials: 2 }outputElements3408input0Elements3456input1Elements3456usefulCycles852physicalWorkCycles864workEstimateBasisvector reduction add issue slotsinvocations1uniformInvocationstruearguments[1, 3456] brwoperation.6fill_zero_u645:5=2==ZA]za*abeem*mRqBreasonLayoutRearrangementvalue32kernelSpecFillZero { offset: 2960, bytes: 720, padding_only: false }outputElements1840invocations1uniformInvocationstruearguments[15, 0] brwoperation.6fill_zero_u645:5=2==ZA]za*abeem*mRqBreasonLayoutRearrangementvalue33kernelSpecFillZero { offset: 528, bytes: 3568, padding_only: false }outputElements2048invocations1uniformInvocationstruearguments[74, 2] brwoperation.6fill_zero_u645:5=2==ZA]za*abeem*mRqBreasonLayoutRearrangementvalue34kernelSpecFillZero { offset: 48, bytes: 4048, padding_only: false }outputElements2048invocations1uniformInvocationstruearguments[84, 2] bJ'A$operation.6exchange : breasonLayoutRearrangementinvocations1 +33;;CEMMUPTT\U]\`]e`hemhlltmutxu}x}''//77??GGOOWW__ggooww  '!)'//7487?9A?GGOLPOWQYW__gdhgoiqoww{ '''/+//7/77?;??G?GGOKOOWOWW_[__g_ggokoowoww{ '''/+//7/77;8@;CCGDLGOOSPXS[[_\d_ggkhpksswt|w  $'$,'++3,4374<7?<DDLLTT\\ddlltt||  $$,,44<<DDLLTT\\ddlltt||  ((0088@@HHPPXX``hhppxx  ((0088@@HHLLPPTTXX\\``ddhhllppttxx||t||    $$((,,0044<<DDLLTT\\ddlltt||[cckkss{{  ##++33;;CCKKSS[[cckkss{{  ##++33;;CCKKSS[[cckkss{{  ##''++//3377;;? b-operation.6rearrange_row_major_to_amp_f16_o2_r64_p64_c32_p32_b64x16,U:U]2]]Zaz*z*j* * 1b55=*=RAreasonLayoutRearrangementvalue34kernelSpecRearrange { from: Layout { order: RowMajor, tiling: TensorTiling { tile_count: 1, replicas: 1, axes: [] }, memory_class: Ipu21Standard }, to: Layout { order: BlockMajor(Matrix { row_block: 64, column_block: 16 }), tiling: TensorTiling { tile_count: 48, replicas: 1, axes: [AxisTiling { axis: FromStart(0), partitions: 2, padding_groups: 1, block_size: 1, padding_multiple: 1, shard_padding_multiple: 1, padding: Reject, tile_stride: Some(1) }, AxisTiling { axis: FromStart(1), partitions: 12, padding_groups: 1, block_size: 64, padding_multiple: 64, shard_padding_multiple: 1, padding: Zero, tile_stride: Some(4) }, AxisTiling { axis: FromStart(2), partitions: 2, padding_groups: 1, block_size: 16, padding_multiple: 16, shard_padding_multiple: 1, padding: Zero, tile_stride: Some(2) }] }, memory_class: Ipu21Standard } }outputElements2048input0Elements2048usefulCycles1024physicalWorkCycles1024workEstimateBasisdense copy baseline: 8-byte load + store / 2 issue slotsinvocations1uniformInvocationstruearguments[64, 64, 2, 32, 32, 1]j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     a  a a aa b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue37kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[] b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue38kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0]  b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue41kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]!! b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM2}z*z*zb*RZreasonOperatorKernelvalue42kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: true, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[1, 0, 23]"j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     a  a a aa## b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue45kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]$$ b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue46kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0]%% b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue49kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]&& b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM:}z*z*zb*RZreasonOperatorKernelvalue50kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[0, 0, 23]' j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     a  a a aa(( b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue53kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[])) b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue54kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0]** 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bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1< a a a         a  a a .. aa<< b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue85kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]== b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue86kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0]>> b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue89kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]?? b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM:}z*z*zb*RZreasonOperatorKernelvalue90kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[0, 0, 23]@j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     a  a a aaAA b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue93kernelSpecGemm { multiply: F16, accumulate: F32, mode: 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peakinvocations1uniformInvocationstruearguments[]GG b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2Y"YZ]z*z*j**zb*RbreasonOperatorKernelvalue102kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0]HH b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2a"aZez*z*z*j**b*RreasonOperatorKernelvalue105kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]II b! 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b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GPc..`` XS"S"KK(((d))KdKdmmFTF(( D 9|9|[[}^}^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GPc..`` XS"S"KK(((d))KdKdmmFTF(( D 9|9|[[}^}^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GPc..`` XS"S"KK(((d))KdKdmmFTF(( D 9|9|[[}^}^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GPc..`` XS"S"KK(((d))KdKdmmFTF(( D 9|9|[[}^}^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GPc . .`` XY"Y"QQ%((%(d//QdQdssFTF(( D ?|?|aa^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GPc . .`` XY"Y"QQ%((%(d//QdQdssFTF(( D ?|?|aa^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GPc . .`` XY"Y"QQ%((%(d//QdQdssFTF(( D ?|?|aa^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GPc . .`` XY"Y"QQ%((%(d//QdQdssFTF(( D ?|?|aa^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GPi..`` XY"Y"WW+((+(d//QdQdssFTF(( D ?|?|aa^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GPi..`` XY"Y"WW+((+(d//QdQdssFTF(( D ?|?|aa^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GPi..`` XY"Y"WW+((+(d//QdQdssFTF(( D ?|?|aa^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GPi..`` XY"Y"WW+((+(d//QdQdssFTF(( D ?|?|aa^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GPo..`` X_"_"WW+((+(d55WdWdyyFTF((# D# E|E|gg^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GPo..`` X_"_"WW+((+(d55WdWdyyFTF((# D# E|E|gg^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GPo..`` X_"_"WW+((+(d55WdWdyyFTF((# D# E|E|gg^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GPo..`` X_"_"WW+((+(d55WdWdyyFTF((# D# E|E|gg^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GPo..`` %X%e"e"]]1((1(d;;]d]dFTF÷÷(() D) K|K|mm^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GPo..`` %X%e"e"]]1((1(d;;]d]dFTF÷÷(() D) K|K|mm^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GPo..`` %X%e"e"]]1((1(d;;]d]dFTF÷÷(() D) K|K|mm^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GPo..`` %X%e"e"]]1((1(d;;]d]dFTF÷÷(() D) K|K|mm^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GPu..`` +X+e"e"cc7((7(d;;]d]dFTF÷÷(() D) K|K|mm^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GPu..`` +X+e"e"cc7((7(d;;]d]dFTF÷÷(() D) K|K|mm^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GPu..`` +X+e"e"cc7((7(d;;]d]dFTF÷÷(() D) K|K|mm^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GPu..`` +X+e"e"cc7((7(d;;]d]dFTF÷÷(() D) K|K|mm^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GP{..`` +X+k"k"cc7((7(dAAcdcdFTFɷɷ((  / D/ Q|Q|ss^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GP{..`` +X+k"k"cc7((7(dAAcdcdFTFɷɷ((  / D/ Q|Q|ss^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GP{..`` +X+k"k"cc7((7(dAAcdcdFTFɷɷ((  / D/ Q|Q|ss^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GP{..`` 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!idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GP'.'.``   7X7q"q"ooC((C(ÉdÉGGididFTFϷϷ((5 D5 W|W|yy^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GP'.'.``   7X7q"q"ooC((C(ÉdÉGGididFTFϷϷ((5 D5 W|W|yy^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GP'.'.``   7X7q"q"ooC((C(ÉdÉGGididFTFϷϷ((5 D5 W|W|yy^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  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b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GP{!.!.``   1X1q"q"ii=((=(dGGididFTFϷϷ((5 D5 W|W|yy^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GP{!.!.`` 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b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GPo..`` %X%e"e"]]1((1(d;;]d]dFTF÷÷(() D) K|K|mm^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GPo..`` X_"_"WW+((+(d55WdWdyyFTF((# D# E|E|gg^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GPo..`` X_"_"WW+((+(d55WdWdyyFTF((# D# E|E|gg^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GPo..`` X_"_"WW+((+(d55WdWdyyFTF((# D# E|E|gg^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GPo..`` X_"_"WW+((+(d55WdWdyyFTF((# D# E|E|gg^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GPi..`` XY"Y"WW+((+(d//QdQdssFTF(( D ?|?|aa^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GPi..`` XY"Y"WW+((+(d//QdQdssFTF(( D ?|?|aa^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GPi..`` XY"Y"WW+((+(d//QdQdssFTF(( D ?|?|aa^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GPi..`` XY"Y"WW+((+(d//QdQdssFTF(( D ?|?|aa^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GPc . .`` XY"Y"QQ%((%(d//QdQdssFTF(( D ?|?|aa^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GPc . .`` XY"Y"QQ%((%(d//QdQdssFTF(( D ?|?|aa^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GPc . .`` XY"Y"QQ%((%(d//QdQdssFTF(( D ?|?|aa^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GPc . .`` XY"Y"QQ%((%(d//QdQdssFTF(( D ?|?|aa^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130`]ssHAxA]`]nnTLJLJK(KaXa)\++%-%QL.Q}|/} 0 A1A^hB^=C=G\DGE{AxF{A%H_% 0b  b Lde-0g-Phh4lj4IkIOcPmOcxpnxopǺqǺqpsqt4uv+x+EyEZzZoT{o| 8~ Ѐt-X-'Ѕ'=====R=R1j 1jOxO___܍_STSqq 8 X44uLtuLaa={X={x_x_<..C C]]rr\ۜԧۜ@ broperation.0fill_zero_u64(M:MU2UUZYuzy*yj}}rb*RBreasonLayoutRearrangementvalue4kernelSpecFillZero { offset: 9472, bytes: 2368, padding_only: true }outputElements4736usefulCycles0physicalWorkCycles0workEstimateBasispadding initialization: no useful tensor workinvocations1uniformInvocationstruearguments[49, 2] broperation.0fill_zero_u64(M:MU2UUZYuzy*yj}}rb*RBreasonLayoutRearrangementvalue7kernelSpecFillZero { offset: 2048, bytes: 512, padding_only: true }outputElements3072usefulCycles0physicalWorkCycles0workEstimateBasispadding initialization: no useful tensor workinvocations1uniformInvocationstruearguments[10, 4] broperation.0fill_zero_u64(M:MU2UUZYuzy*yj}}rb*RBreasonLayoutRearrangementvalue7kernelSpecFillZero { offset: 4608, bytes: 512, padding_only: true }outputElements3072usefulCycles0physicalWorkCycles0workEstimateBasispadding initialization: no useful tensor workinvocations1uniformInvocationstruearguments[10, 4] broperation.0fill_zero_u64(M:MU2UUZYuzy*yj}}rb*RBreasonLayoutRearrangementvalue7kernelSpecFillZero { offset: 7168, bytes: 512, padding_only: true }outputElements3072usefulCycles0physicalWorkCycles0workEstimateBasispadding initialization: no useful tensor workinvocations1uniformInvocationstruearguments[10, 4] bJ'A'operation.0exchange : breasonLayoutRearrangementinvocations1QYYackkss{{  ##++33;;CCKKSS[[cckkss{{  ##++33;;CCKKSS[[cckkss{{  ##++33;;CCKKSS[[cckkss{{  ##++33;;CCKKST\\ddlltt||  $%--55==EEMMUU]]eemmuu}}  %%--55==EEMMUU]]eemmuu}}  %%--55==EEMMUU]]eemmuu}}         ( ( 0 0 8 8 @ @ H H P P X X ` ` h h p p x x                         ( ( 0 0 8 8 @ @ H H P P X X ` ` h h p p x x     x   x x  x x   x b)aoperation.0gemm_f16_init_large_rows_interleaved_k80_c48_r72_r740]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue8kernelSpecGemm { multiply: F16, accumulate: F16, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 48 }outputElements3552input0Elements4736input1Elements3072usefulCycles3552physicalWorkCycles4440workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]( bJ7M7operation.0exchange :z2breasonOperatorInputsvalue6invocations1 Q   bz-operation.0reduce_sum_f160]:]za2aaZeqzu*uzy*yz}*}j"" b*RRreasonOperatorKernelvalue6kernelSpecReductionSum { partials: 2 }outputElements3408input0Elements3456input1Elements3456usefulCycles852physicalWorkCycles864workEstimateBasisvector reduction add issue slotsinvocations1uniformInvocationstruearguments[1, 3456] broperation.1fill_zero_u64(M:MU2UUZYuzy*yj}}rb*RBreasonLayoutRearrangementvalue10kernelSpecFillZero { offset: 9472, bytes: 2368, padding_only: true }outputElements4736usefulCycles0physicalWorkCycles0workEstimateBasispadding initialization: no useful tensor workinvocations1uniformInvocationstruearguments[49, 2]  broperation.1fill_zero_u64(M:MU2UUZYuzy*yj}}rb*RBreasonLayoutRearrangementvalue13kernelSpecFillZero { offset: 2048, bytes: 512, padding_only: true }outputElements3072usefulCycles0physicalWorkCycles0workEstimateBasispadding initialization: no useful tensor workinvocations1uniformInvocationstruearguments[10, 4]  broperation.1fill_zero_u64(M:MU2UUZYuzy*yj}}rb*RBreasonLayoutRearrangementvalue13kernelSpecFillZero { offset: 4608, bytes: 512, padding_only: true }outputElements3072usefulCycles0physicalWorkCycles0workEstimateBasispadding initialization: no useful tensor workinvocations1uniformInvocationstruearguments[10, 4]  broperation.1fill_zero_u64(M:MU2UUZYuzy*yj}}rb*RBreasonLayoutRearrangementvalue13kernelSpecFillZero { offset: 7168, bytes: 512, padding_only: true }outputElements3072usefulCycles0physicalWorkCycles0workEstimateBasispadding initialization: no useful tensor workinvocations1uniformInvocationstruearguments[10, 4] 8( J'=w exchange : breasonLayoutRearrangementinvocations1''//77??GGOOWW__ggooww''//77??GGOOWW__ggooww''//77??GGOOWW__ggoowwQYYaaiiqqyy  !!)   $ $ , , 4 6 > > F F N N V V ^ ^ f f n n v v ~ ~                         & & . . 6 6 > > F F N N V V ^ ^ f f n n v v ~ ~                         & & . . 6 6 > > F F N N V V ^ ^ f f n n v v ~ ~                                       &  ( ( 0 * 2 0 8 2 : 8 @ : B @ H B J H P J R P X R Z X ` Z b ` h b j h p j r p x r z x z                                               #  ( # + ( 0 + 3 0 8 3 ; 8 @ ; C @ H C K H P K S P X S [ X ` [ c ` h c k h p k s p x s { x {                                    # (#+(0+3083;8@;C@HCKHPKSPXS[X``hhppxx  $$,,44<<DDLLTT\\ddlltt||  $$,,44<<DDLLTT\\ddlltt||  $$,,44<<DDLLTT\\ddlltt||  $$,,44<<DDLLTT\\ddlltt|| jj j  j j j j   j  b)aoperation.1gemm_f16_init_large_rows_interleaved_k80_c48_r72_r740]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue14kernelSpecGemm { multiply: F16, accumulate: F16, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 48 }outputElements3552input0Elements4736input1Elements3072usefulCycles3552physicalWorkCycles4440workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]( bJ7M7operation.1exchange :z2breasonOperatorInputsvalue12invocations1 Q   bz-operation.1reduce_sum_f160]:]za2aaZeqzu*uzy*yz}*}j"" b*RRreasonOperatorKernelvalue12kernelSpecReductionSum { partials: 2 }outputElements3408input0Elements3456input1Elements3456usefulCycles852physicalWorkCycles864workEstimateBasisvector reduction add issue slotsinvocations1uniformInvocationstruearguments[1, 3456] broperation.2fill_zero_u64(M:MU2UUZYuzy*yj}}rb*RBreasonLayoutRearrangementvalue16kernelSpecFillZero { offset: 9472, bytes: 2368, padding_only: true }outputElements4736usefulCycles0physicalWorkCycles0workEstimateBasispadding initialization: no useful tensor workinvocations1uniformInvocationstruearguments[49, 2] broperation.2fill_zero_u64(M:MU2UUZYuzy*yj}}rb*RBreasonLayoutRearrangementvalue19kernelSpecFillZero { offset: 2048, bytes: 512, padding_only: true }outputElements3072usefulCycles0physicalWorkCycles0workEstimateBasispadding initialization: no useful tensor workinvocations1uniformInvocationstruearguments[10, 4] broperation.2fill_zero_u64(M:MU2UUZYuzy*yj}}rb*RBreasonLayoutRearrangementvalue19kernelSpecFillZero { offset: 4608, bytes: 512, padding_only: true }outputElements3072usefulCycles0physicalWorkCycles0workEstimateBasispadding initialization: no useful tensor workinvocations1uniformInvocationstruearguments[10, 4] broperation.2fill_zero_u64(M:MU2UUZYuzy*yj}}rb*RBreasonLayoutRearrangementvalue19kernelSpecFillZero { offset: 7168, bytes: 512, padding_only: true }outputElements3072usefulCycles0physicalWorkCycles0workEstimateBasispadding initialization: no useful tensor workinvocations1uniformInvocationstruearguments[10, 4] * J'=w exchange : breasonLayoutRearrangementinvocations1''//77??GGOOWW__ggooww''//77??GGOOWW__ggooww''//77??GGOOWW__ggoowwQYYaaiiqqyy  !!)   $ $ , , 4 6 > > F F N N V V ^ ^ f f n n v v ~ ~                         & & . . 6 6 > > F F N N V V ^ ^ f f n n v v ~ ~                         & & . . 6 6 > > F F N N V V ^ ^ f f n n v v ~ ~                                     ( ( 0 0 8 8 @ @ H H P P X X ` ` h h p p x x                         ( ( 0 0 8 8 @ @ H H P P X X ` ` h h p p x x                   ((0088@@HHPPXX``hemhpmupxu}x}  %%--55==EEMMUU]]eemmuu}}  %%--55==EEMMUU]]eemmuu}}emmuu}}  %%--55==EEMMUU]]eemmuu}}  %%--55==EEMMUU]]eemmuu}}  %%--55==EEMMUU]]eemmuu}}  %%--55==EEMMUU]]e oo o  o       b)aoperation.2gemm_f16_init_large_rows_interleaved_k80_c48_r72_r740]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue20kernelSpecGemm { multiply: F16, accumulate: F16, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 48 }outputElements3552input0Elements4736input1Elements3072usefulCycles3552physicalWorkCycles4440workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]( bJ7M7operation.2exchange :z2breasonOperatorInputsvalue18invocations1 Q   bz-operation.2reduce_sum_f160]:]za2aaZeqzu*uzy*yz}*}j"" b*RRreasonOperatorKernelvalue18kernelSpecReductionSum { partials: 2 }outputElements3408input0Elements3456input1Elements3456usefulCycles852physicalWorkCycles864workEstimateBasisvector reduction add issue slotsinvocations1uniformInvocationstruearguments[1, 3456] brwoperation.6fill_zero_u645:5=2==ZA]za*abeem*mRqBreasonLayoutRearrangementvalue32kernelSpecFillZero { offset: 2960, bytes: 720, padding_only: false }outputElements1840invocations1uniformInvocationstruearguments[15, 0] bJ'A0operation.6exchange : breasonLayoutRearrangementinvocations1< +3377??CCKKOOWW[[ccggooss{{    #%#'&.'/.6/33;6>;?>F?GFNGKKSNVSWV^W_^f_cckfnkonvowv~w{{~  &##+&.+/.6/76>7;;C>FCGFNGONVOSSWV^W_^f_cckfnkonvowv~w{{~  &##+&.+/.6/76>7;;C>FCGFNGONVOSS[V^[_^f_gfngkksnvswv~w~&'&.'++3.6376>7?>F?CCKFNKONVOWV^W[[c^fcgfngonvoss{v~{~  ##''//33;;??GGKKSSWW__cckkooww{{    !"!)"*)1*..6196:9A:BAIBFFNIQNRQYRZYaZ^^faifjiqjrqyrvv~y~  !!))1199AAIIQQYYaaiiqqyy  !!))1199AAIIQQYYaaiiqqyy     # # + , 4 4 < < D D L L T T \ \ d d l                         & & . . 6 6 > > F F N N V V ^ ^ f f n n v v ~ ~                         & & . . 6 6 > > F F N N V V ^ ^ f f n n v v ~ ~                 &&.  ##++33;;CCKKSS[[cckkss{{  ##++33;;CCKKSS[[cckkss{{  ##++33;;CCKKSS[[cckkss{{  ##'OWW__ggooww''/199AAIIQQYYaaiiqqyy  !!))1199AAIIQ b-operation.6rearrange_row_major_to_amp_f16_o2_r64_p64_c48_p48_b64x16,U:U]2]]Zaz*z*j* * 1b55=*=RAreasonLayoutRearrangementvalue34kernelSpecRearrange { from: Layout { order: RowMajor, tiling: TensorTiling { tile_count: 1, replicas: 1, axes: [] }, memory_class: Ipu21Standard }, to: Layout { order: BlockMajor(Matrix { row_block: 64, column_block: 16 }), tiling: TensorTiling { tile_count: 48, replicas: 1, axes: [AxisTiling { axis: FromStart(0), partitions: 2, padding_groups: 1, block_size: 1, padding_multiple: 1, shard_padding_multiple: 1, padding: Reject, tile_stride: Some(1) }, AxisTiling { axis: FromStart(1), partitions: 12, padding_groups: 1, block_size: 64, padding_multiple: 64, shard_padding_multiple: 1, padding: Zero, tile_stride: Some(4) }, AxisTiling { axis: FromStart(2), partitions: 2, padding_groups: 1, block_size: 16, padding_multiple: 16, shard_padding_multiple: 1, padding: Zero, tile_stride: Some(2) }] }, memory_class: Ipu21Standard } }outputElements3072input0Elements3072usefulCycles1536physicalWorkCycles1536workEstimateBasisdense copy baseline: 8-byte load + store / 2 issue slotsinvocations1uniformInvocationstruearguments[64, 64, 2, 48, 48, 1]j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     a  a a aa b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue37kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[] b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue38kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0] b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue41kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[] b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM2}z*z*zb*RZreasonOperatorKernelvalue42kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: true, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[1, 0, 23] j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     a  a a aa!! b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue45kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]"" b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue46kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0]## b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue49kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]$$ b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM:}z*z*zb*RZreasonOperatorKernelvalue50kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[0, 0, 23]% j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     a  a a aa&& b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue53kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]'' b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue54kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0](( b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue57kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[])) b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM:}z*z*zb*RZreasonOperatorKernelvalue58kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[0, 0, 23]* j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     a  a a aa++ b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue61kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[],, b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue62kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0]-- b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue65kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[].. b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM:}z*z*zb*RZreasonOperatorKernelvalue66kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[0, 0, 23]/ j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     a  a a aa00 b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue69kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]11 b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue70kernelSpecAttentionSoftmax { 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}outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[0, 0, 23]4 j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     a  a a aa55 b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue77kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]66 b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue78kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row 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}outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]@@ b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue94kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0]AA b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue97kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 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}outputElements1472input0Elements1840input1Elements2000usefulCycles646.875physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]TT b!Uoperation.6attention_softmax_d72_p64_tail_f16,U:UzY2Y"YZ]z*z*j**zb*RbreasonOperatorKernelvalue126kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 25, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles1260physicalWorkCycles1332workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 25, 0]UU b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2a"aZez*z*z*jB*b*RreasonOperatorKernelvalue129kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements2000usefulCycles646.875physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]VV b!operation.6attention_merge_v72_p80_out16_f16(M:MzQ2QQZU2z*z*zz*b*RZreasonOperatorKernelvalue31kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: true }outputElements1656input0Elements1840input1Elements46input2Elements1702invocations1uniformInvocationstruearguments[0, 1, 23]WH bJ7Qwoperation.6exchange :2"b!reasonLayoutRearrangementvalue130invocations1\++OOss''KKoo##GGkkW]. .`p`S"|S"KK(AAͲl Ͳ P  WWK4K4'Ip'Ibbxxyym$mII(Dk+k+E( EZH!Zo!od#$7H&7!h'! () * Y'h,Y'C=-C=R,.Ri/i~1~{2{e3e#L4#507 8 9E4l:E49L;9LaP=az>z?g@g[B[7pC7DFF}.$H}.YCIYC]K]r(LrLDNoOoi(Qi\R b*'9operation.0sync : breasonExchangeBarrierinvocations1 b*7Ioperation.0sync :2breasonExchangeBarriervalue6invocations1 * '5sync : breasonExchangeBarrierinvocations1 b*7Ioperation.1sync :2breasonExchangeBarriervalue12invocations1 * '5sync : breasonExchangeBarrierinvocations1 b*7Ioperation.2sync :2breasonExchangeBarriervalue18invocations1 brwoperation.6fill_zero_u645:5=2==ZA]za*abeem*mRqBreasonLayoutRearrangementvalue32kernelSpecFillZero { offset: 2832, bytes: 688, padding_only: false }outputElements1760invocations1uniformInvocationstruearguments[14, 2] bJ'Aoperation.6exchange : breasonLayoutRearrangementinvocations1  %%--55==EEMMUU]]eemmuu}}''//77?  ##++33;;CCKKSS[[cckkss{{  ##''++//3377;;??CCGGKKOOSSWW[[__ccggkj bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( e e e     e  e e ee  b)aoperation.6gemm_f16_init_small_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue37kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1408input0Elements1760input1Elements5120usefulCycles1584physicalWorkCycles1760workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]  b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue38kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1408input0Elements1408usefulCycles2057physicalWorkCycles2057workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[22, 64, 0]  b)aoperation.6gemm_f16_init_small_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue41kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1760input0Elements1408input1Elements5120usefulCycles1584physicalWorkCycles1760workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]  b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM2}z*z*zb*RZreasonOperatorKernelvalue42kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: true, final_block: false }outputElements1628input0Elements1760input1Elements44invocations1uniformInvocationstruearguments[1, 0, 22] j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( e e e     e  e e ee b)aoperation.6gemm_f16_init_small_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue45kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1408input0Elements1760input1Elements5120usefulCycles1584physicalWorkCycles1760workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[] b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue46kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1408input0Elements1408usefulCycles2057physicalWorkCycles2057workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[22, 64, 0] b)aoperation.6gemm_f16_init_small_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue49kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1760input0Elements1408input1Elements5120usefulCycles1584physicalWorkCycles1760workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[] b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM:}z*z*zb*RZreasonOperatorKernelvalue50kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1628input0Elements1760input1Elements44invocations1uniformInvocationstruearguments[0, 0, 22] j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( e e e     e  e e ee b)aoperation.6gemm_f16_init_small_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue53kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1408input0Elements1760input1Elements5120usefulCycles1584physicalWorkCycles1760workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[] b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue54kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1408input0Elements1408usefulCycles2057physicalWorkCycles2057workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[22, 64, 0] b)aoperation.6gemm_f16_init_small_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue57kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1760input0Elements1408input1Elements5120usefulCycles1584physicalWorkCycles1760workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[] b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM:}z*z*zb*RZreasonOperatorKernelvalue58kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1628input0Elements1760input1Elements44invocations1uniformInvocationstruearguments[0, 0, 22] j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( e e e     e  e e ee b)aoperation.6gemm_f16_init_small_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue61kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1408input0Elements1760input1Elements5120usefulCycles1584physicalWorkCycles1760workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[] b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue62kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1408input0Elements1408usefulCycles2057physicalWorkCycles2057workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[22, 64, 0] b)aoperation.6gemm_f16_init_small_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue65kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1760input0Elements1408input1Elements5120usefulCycles1584physicalWorkCycles1760workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[] b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM:}z*z*zb*RZreasonOperatorKernelvalue66kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1628input0Elements1760input1Elements44invocations1uniformInvocationstruearguments[0, 0, 22] j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( e e e     e  e e ee b)aoperation.6gemm_f16_init_small_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue69kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1408input0Elements1760input1Elements5120usefulCycles1584physicalWorkCycles1760workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[] b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue70kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1408input0Elements1408usefulCycles2057physicalWorkCycles2057workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[22, 64, 0] b)aoperation.6gemm_f16_init_small_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue73kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1760input0Elements1408input1Elements5120usefulCycles1584physicalWorkCycles1760workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]  b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM:}z*z*zb*RZreasonOperatorKernelvalue74kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1628input0Elements1760input1Elements44invocations1uniformInvocationstruearguments[0, 0, 22]! j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( e e e     e  e e ee"" b)aoperation.6gemm_f16_init_small_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue77kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1408input0Elements1760input1Elements5120usefulCycles1584physicalWorkCycles1760workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]## b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue78kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1408input0Elements1408usefulCycles2057physicalWorkCycles2057workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[22, 64, 0]$$ b)aoperation.6gemm_f16_init_small_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue81kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1760input0Elements1408input1Elements5120usefulCycles1584physicalWorkCycles1760workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]%% b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM:}z*z*zb*RZreasonOperatorKernelvalue82kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1628input0Elements1760input1Elements44invocations1uniformInvocationstruearguments[0, 0, 22]& j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( e e e     e  e e ee'' b)aoperation.6gemm_f16_init_small_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue85kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1408input0Elements1760input1Elements5120usefulCycles1584physicalWorkCycles1760workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[](( b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue86kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1408input0Elements1408usefulCycles2057physicalWorkCycles2057workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[22, 64, 0])) b)aoperation.6gemm_f16_init_small_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue89kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1760input0Elements1408input1Elements5120usefulCycles1584physicalWorkCycles1760workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]** b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM:}z*z*zb*RZreasonOperatorKernelvalue90kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1628input0Elements1760input1Elements44invocations1uniformInvocationstruearguments[0, 0, 22]+j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( e e e     e  e e ee,, b)aoperation.6gemm_f16_init_small_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue93kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1408input0Elements1760input1Elements5120usefulCycles1584physicalWorkCycles1760workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]-- b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue94kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1408input0Elements1408usefulCycles2057physicalWorkCycles2057workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[22, 64, 0].. b)aoperation.6gemm_f16_init_small_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue97kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1760input0Elements1408input1Elements5120usefulCycles1584physicalWorkCycles1760workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]// b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM:}z*z*zb*RZreasonOperatorKernelvalue98kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1628input0Elements1760input1Elements44invocations1uniformInvocationstruearguments[0, 0, 22]0j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( e e e     e  e e ee11 b)aoperation.6gemm_f16_init_small_rows_interleaved_k80_c64_r22_r230]:]za2a"aZez*z*z*j**b*RreasonOperatorKernelvalue101kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1408input0Elements1760input1Elements5120usefulCycles1584physicalWorkCycles1760workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]22 b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2Y"YZ]z*z*j**zb*RbreasonOperatorKernelvalue102kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1408input0Elements1408usefulCycles2057physicalWorkCycles2057workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[22, 64, 0]33 b)aoperation.6gemm_f16_init_small_rows_interleaved_k64_c80_r22_r230]:]za2a"aZez*z*z*j**b*RreasonOperatorKernelvalue105kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1760input0Elements1408input1Elements5120usefulCycles1584physicalWorkCycles1760workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]44 b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2I"IZM:}z*z*zb*RZreasonOperatorKernelvalue106kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1628input0Elements1760input1Elements44invocations1uniformInvocationstruearguments[0, 0, 22]5j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( e e e     e  e e ee66 b)aoperation.6gemm_f16_init_small_rows_interleaved_k80_c64_r22_r230]:]za2a"aZez*z*z*j**b*RreasonOperatorKernelvalue109kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1408input0Elements1760input1Elements5120usefulCycles1584physicalWorkCycles1760workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]77 b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2Y"YZ]z*z*j**zb*RbreasonOperatorKernelvalue110kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1408input0Elements1408usefulCycles2057physicalWorkCycles2057workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[22, 64, 0]88 b)aoperation.6gemm_f16_init_small_rows_interleaved_k64_c80_r22_r230]:]za2a"aZez*z*z*j**b*RreasonOperatorKernelvalue113kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1760input0Elements1408input1Elements5120usefulCycles1584physicalWorkCycles1760workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]99 b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2I"IZM:}z*z*zb*RZreasonOperatorKernelvalue114kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1628input0Elements1760input1Elements44invocations1uniformInvocationstruearguments[0, 0, 22]:j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( e e e     e  e e ee;; b)aoperation.6gemm_f16_init_small_rows_interleaved_k80_c64_r22_r230]:]za2a"aZez*z*z*j**b*RreasonOperatorKernelvalue117kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1408input0Elements1760input1Elements5120usefulCycles1584physicalWorkCycles1760workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]<< b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2Y"YZ]z*z*j**zb*RbreasonOperatorKernelvalue118kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1408input0Elements1408usefulCycles2057physicalWorkCycles2057workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[22, 64, 0]== b)aoperation.6gemm_f16_init_small_rows_interleaved_k64_c80_r22_r230]:]za2a"aZez*z*z*j**b*RreasonOperatorKernelvalue121kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1760input0Elements1408input1Elements5120usefulCycles1584physicalWorkCycles1760workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]>> b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2I"IZM:}z*z*zb*RZreasonOperatorKernelvalue122kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1628input0Elements1760input1Elements44invocations1uniformInvocationstruearguments[0, 0, 22]?v bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( e e e     m  m m mm@@ b)aoperation.6gemm_f16_init_small_rows_interleaved_k80_c64_r22_r230]:]za2a"aZez*z*z*j:*b*RreasonOperatorKernelvalue125kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1408input0Elements1760input1Elements2000usefulCycles618.75physicalWorkCycles1760workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]AA b!Uoperation.6attention_softmax_d72_p64_tail_f16,U:UzY2Y"YZ]z*z*j**zb*RbreasonOperatorKernelvalue126kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 25, padded_key_columns: 64 }outputElements1408input0Elements1408usefulCycles1190physicalWorkCycles1258workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[22, 25, 0]BB b)aoperation.6gemm_f16_init_small_rows_interleaved_k64_c80_r22_r230]:]za2a"aZez*z*z*j:*b*RreasonOperatorKernelvalue129kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1760input0Elements1408input1Elements2000usefulCycles618.75physicalWorkCycles1760workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]CC b!operation.6attention_merge_v72_p80_out16_f16(M:MzQ2QQZU2z*z*zz*b*RZreasonOperatorKernelvalue31kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: true }outputElements1584input0Elements1760input1Elements44input2Elements1628invocations1uniformInvocationstruearguments[0, 1, 22]DH bJ7Qgoperation.6exchange :2"b!reasonLayoutRearrangementvalue130invocations1X++OOss''KKoo##GGkk`]ssHAxA]`]nnTLJLJK(KѭXѭ)\++%-%QL.Q}|/} 0 D1D`hB`=C=G\DGE@xF@5~Ha5~ 0d  d Lfg-0i-Pjj4ll4ImIOcPoOcxppxqrǺsǺqpuqv4wx+z+E{EZ|ZoT}o~ 8 Ђt-X-'Ї'=====R=R1j 1jOxO___܏_STSqq 8 X44uLtuLaa={X={x_x_<..C C]]rr\ϜԩϜ@ broperation.0fill_zero_u64(M:MU2UUZYuzy*yj}}rb*RBreasonLayoutRearrangementvalue4kernelSpecFillZero { offset: 9472, bytes: 2368, padding_only: true }outputElements4736usefulCycles0physicalWorkCycles0workEstimateBasispadding initialization: no useful tensor workinvocations1uniformInvocationstruearguments[49, 2] broperation.0fill_zero_u64(M:MU2UUZYuzy*yj}}rb*RBreasonLayoutRearrangementvalue7kernelSpecFillZero { offset: 2048, bytes: 512, padding_only: true }outputElements3072usefulCycles0physicalWorkCycles0workEstimateBasispadding initialization: no useful tensor workinvocations1uniformInvocationstruearguments[10, 4] broperation.0fill_zero_u64(M:MU2UUZYuzy*yj}}rb*RBreasonLayoutRearrangementvalue7kernelSpecFillZero { offset: 4608, bytes: 512, padding_only: true }outputElements3072usefulCycles0physicalWorkCycles0workEstimateBasispadding initialization: no useful tensor workinvocations1uniformInvocationstruearguments[10, 4] broperation.0fill_zero_u64(M:MU2UUZYuzy*yj}}rb*RBreasonLayoutRearrangementvalue7kernelSpecFillZero { offset: 7168, bytes: 512, padding_only: true }outputElements3072usefulCycles0physicalWorkCycles0workEstimateBasispadding initialization: no useful tensor workinvocations1uniformInvocationstruearguments[10, 4] bJ'A'operation.0exchange : breasonLayoutRearrangementinvocations1RZZbdlltt||  $$,,44<<DDLLTT\\ddlltt||  $$,,44<<DDLLTT\\ddlltt||  $$,,44<<DDLLTT\\ddlltt||  $$,,44<<DDLLTU]]eemmuu}}  %&..66>>FFNNVV^^ffnnvv~~&&..66>>FFNNVV^^ffnnvv~~&&..66>>FFNNVV^^ffnnvv~~       ! ! ) ) 1 1 9 9 A A I I Q Q Y Y a a i i q q y y                        ! ! ) ) 1 1 9 9 A A I I Q Q Y Y a a i i q q y y     y   y y  y y  D y b)aoperation.0gemm_f16_init_large_rows_interleaved_k80_c48_r72_r740]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue8kernelSpecGemm { multiply: F16, accumulate: F16, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 48 }outputElements3552input0Elements4736input1Elements3072usefulCycles3552physicalWorkCycles4440workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]( bJ7M7operation.0exchange :z2breasonOperatorInputsvalue6invocations1 Q   bz-operation.0reduce_sum_f160]:]za2aaZeqzu*uzy*yz}*}j"" b*RRreasonOperatorKernelvalue6kernelSpecReductionSum { partials: 2 }outputElements3408input0Elements3456input1Elements3456usefulCycles852physicalWorkCycles864workEstimateBasisvector reduction add issue slotsinvocations1uniformInvocationstruearguments[1, 3456] broperation.1fill_zero_u64(M:MU2UUZYuzy*yj}}rb*RBreasonLayoutRearrangementvalue10kernelSpecFillZero { offset: 9472, bytes: 2368, padding_only: true }outputElements4736usefulCycles0physicalWorkCycles0workEstimateBasispadding initialization: no useful tensor workinvocations1uniformInvocationstruearguments[49, 2]  broperation.1fill_zero_u64(M:MU2UUZYuzy*yj}}rb*RBreasonLayoutRearrangementvalue13kernelSpecFillZero { offset: 2048, bytes: 512, padding_only: true }outputElements3072usefulCycles0physicalWorkCycles0workEstimateBasispadding initialization: no useful tensor workinvocations1uniformInvocationstruearguments[10, 4]  broperation.1fill_zero_u64(M:MU2UUZYuzy*yj}}rb*RBreasonLayoutRearrangementvalue13kernelSpecFillZero { offset: 4608, bytes: 512, padding_only: true }outputElements3072usefulCycles0physicalWorkCycles0workEstimateBasispadding initialization: no useful tensor workinvocations1uniformInvocationstruearguments[10, 4]  broperation.1fill_zero_u64(M:MU2UUZYuzy*yj}}rb*RBreasonLayoutRearrangementvalue13kernelSpecFillZero { offset: 7168, bytes: 512, padding_only: true }outputElements3072usefulCycles0physicalWorkCycles0workEstimateBasispadding initialization: no useful tensor workinvocations1uniformInvocationstruearguments[10, 4] 8( J'=w exchange : breasonLayoutRearrangementinvocations1''//77??GGOOWW__ggooww''//77??GGOOWW__ggooww''//77??GGOOWW__ggooww   % % - - 5 7 ? ? G G O O W W _ _ g g o o w w                           ' ' / / 7 7 ? ? G G O O W W _ _ g g o o w w                           ' ' / / 7 7 ? ? G G O O W W _ _ g g o o w w                           ' + 3 3 ; ; C C K K S S [ [ c c k k s s { {                        $ $ , , 4 4 < < D D L L T T \ \ d d l l t t | |                   $$,,44<<DDLLTT\  %%--55==EEMMUU]]eemmuu}}  %'%-'/-5/75=7?=E?GEMGOMUOWU]W_]e_gemgomuowu}w}  %%--55==EEMMUU]]eemmuu}}  %%--55==EEMMUU]]eemmuu}}  ((0088@@HHPPXX``hhppxx  ((0088@@HHPPXX``hhppxx  ((0088@@HHPPXX``hhppxx Z ZZ Z Z ZZ 6 Z Z ZZ  Z  b)aoperation.1gemm_f16_init_large_rows_interleaved_k80_c48_r72_r740]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue14kernelSpecGemm { multiply: F16, accumulate: F16, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 48 }outputElements3552input0Elements4736input1Elements3072usefulCycles3552physicalWorkCycles4440workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]( bJ7M7operation.1exchange :z2breasonOperatorInputsvalue12invocations1 Q   bz-operation.1reduce_sum_f160]:]za2aaZeqzu*uzy*yz}*}j"" b*RRreasonOperatorKernelvalue12kernelSpecReductionSum { partials: 2 }outputElements3408input0Elements3456input1Elements3456usefulCycles852physicalWorkCycles864workEstimateBasisvector reduction add issue slotsinvocations1uniformInvocationstruearguments[1, 3456] broperation.2fill_zero_u64(M:MU2UUZYuzy*yj}}rb*RBreasonLayoutRearrangementvalue16kernelSpecFillZero { offset: 9472, bytes: 2368, padding_only: true }outputElements4736usefulCycles0physicalWorkCycles0workEstimateBasispadding initialization: no useful tensor workinvocations1uniformInvocationstruearguments[49, 2] broperation.2fill_zero_u64(M:MU2UUZYuzy*yj}}rb*RBreasonLayoutRearrangementvalue19kernelSpecFillZero { offset: 2048, bytes: 512, padding_only: true }outputElements3072usefulCycles0physicalWorkCycles0workEstimateBasispadding initialization: no useful tensor workinvocations1uniformInvocationstruearguments[10, 4] broperation.2fill_zero_u64(M:MU2UUZYuzy*yj}}rb*RBreasonLayoutRearrangementvalue19kernelSpecFillZero { offset: 4608, bytes: 512, padding_only: true }outputElements3072usefulCycles0physicalWorkCycles0workEstimateBasispadding initialization: no useful tensor workinvocations1uniformInvocationstruearguments[10, 4] broperation.2fill_zero_u64(M:MU2UUZYuzy*yj}}rb*RBreasonLayoutRearrangementvalue19kernelSpecFillZero { offset: 7168, bytes: 512, padding_only: true }outputElements3072usefulCycles0physicalWorkCycles0workEstimateBasispadding initialization: no useful tensor workinvocations1uniformInvocationstruearguments[10, 4] * J'=w exchange : breasonLayoutRearrangementinvocations1''//77??GGOOWW__ggooww''//77??GGOOWW__ggooww''//77??GGOOWW__ggooww   % % - - 5 7 ? ? G G O O W W _ _ g g o o w w                           ' ' / / 7 7 ? ? G G O O W W _ _ g g o o w w                           ' ' / / 7 7 ? ? G G O O W W _ _ g g o o w w                        fnnvv~~&&..66>>FFNNVV^^ffnnvv~~&&..66>>FFNNVV^^ffnnvv~~fnnvv~~&&..66>>FFNNVV^^ffnnvv~~  !&!)&.)1.6196>9A>FAIFNIQNVQYV^Ya^faifnnvv~~&&..66>>FFNNVV^^ffnnvv~~&&..66>>FFNNVV^^f  ##++33;;CCKKSS[[cckkss{{  ##++33;;CCKKSS[[cckkss{{  ##++33;;CCKKSS[[cckkss{{ o  o o d  o  o  ! !o" b)aoperation.2gemm_f16_init_large_rows_interleaved_k80_c48_r72_r740]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue20kernelSpecGemm { multiply: F16, accumulate: F16, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 48 }outputElements3552input0Elements4736input1Elements3072usefulCycles3552physicalWorkCycles4440workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]( bJ7M7operation.2exchange :z2breasonOperatorInputsvalue18invocations1 Q   bz-operation.2reduce_sum_f160]:]za2aaZeqzu*uzy*yz}*}j"" b*RRreasonOperatorKernelvalue18kernelSpecReductionSum { partials: 2 }outputElements3408input0Elements3456input1Elements3456usefulCycles852physicalWorkCycles864workEstimateBasisvector reduction add issue slotsinvocations1uniformInvocationstruearguments[1, 3456] brwoperation.6fill_zero_u645:5=2==ZA]za*abeem*mRqBreasonLayoutRearrangementvalue32kernelSpecFillZero { offset: 2960, bytes: 720, padding_only: false }outputElements1840invocations1uniformInvocationstruearguments[15, 0] bJ'A4operation.6exchange : breasonLayoutRearrangementinvocations1< *..66::BBFFNNRRZZ^^ffjjrrvv~~  !&!)&*)-*2-526596>9A>BAEBJEMJNMQNVQYVZY]Zb]ebfeifniqnrqurzu}z~}~    "%"&%)&.)1.2152:5=:>=A>FAIFJIMJRMURZUYYaZ^^faeemfjjrmqqyrvv~y}}~    !&!%%-&**2-119266>9==E>BBJEIIQJNNVQUU]VZZb]aaibffnimmunrrzuyyz~~&&**2-526596>9A>BAEBJEMJNMQNVQYVZY]Zb]ebfeifniqnrqurzu}z~}~    %""*%))1*..6155=6::B=AAIBFFNIMMUNRRZUYYaZ^^faeemfjjrmqqyrvv~y}}~    !&!%%-&**2-119266>9==E>BBJEIIQJNNVQUU]VZZb]aaibffnimmunrrzuyyz~~  !!))-$$,,44<<DDLLTT\\ddlltt||       $ $ , , 4 4 < < D D L L T T \ \ d d l l t t | |                        $ $ , , 4 4 < < D D L L T T \ \ d d l l t t | |                        ' ' / / 7 7 ? ? G G O O W W _ _ g g o o w w                         # # + + 3 3 ; ; C C K M U U ] ] e e m m u u } }                   %%--55==EEMMUU]]eemmuu}}  (0088@@HHPPXX``hhppxx  ((0088@@HHPPXX``hhppxx  ((0088@@HHPPXX``hhppxx    $$((,,004488<<@@DDHHLLPPTTXX\\``d b-operation.6rearrange_row_major_to_amp_f16_o2_r64_p64_c48_p48_b64x16,U:U]2]]Zaz*z*j* * 1b55=*=RAreasonLayoutRearrangementvalue34kernelSpecRearrange { from: Layout { order: RowMajor, tiling: TensorTiling { tile_count: 1, replicas: 1, axes: [] }, memory_class: Ipu21Standard }, to: Layout { order: BlockMajor(Matrix { row_block: 64, column_block: 16 }), tiling: TensorTiling { tile_count: 48, replicas: 1, axes: [AxisTiling { axis: FromStart(0), partitions: 2, padding_groups: 1, block_size: 1, padding_multiple: 1, shard_padding_multiple: 1, padding: Reject, tile_stride: Some(1) }, AxisTiling { axis: FromStart(1), partitions: 12, padding_groups: 1, block_size: 64, padding_multiple: 64, shard_padding_multiple: 1, padding: Zero, tile_stride: Some(4) }, AxisTiling { axis: FromStart(2), partitions: 2, padding_groups: 1, block_size: 16, padding_multiple: 16, shard_padding_multiple: 1, padding: Zero, tile_stride: Some(2) }] }, memory_class: Ipu21Standard } }outputElements3072input0Elements3072usefulCycles1536physicalWorkCycles1536workEstimateBasisdense copy baseline: 8-byte load + store / 2 issue slotsinvocations1uniformInvocationstruearguments[64, 64, 2, 48, 48, 1]j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     a  a a aa b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue37kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[] b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue38kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0] b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue41kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[] b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM2}z*z*zb*RZreasonOperatorKernelvalue42kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: true, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[1, 0, 23] j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     a  a a aa!! b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue45kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]"" b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue46kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0]## b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue49kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]$$ b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM:}z*z*zb*RZreasonOperatorKernelvalue50kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[0, 0, 23]% j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     a  a a aa&& b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue53kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]'' b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue54kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0](( b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue57kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[])) b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM:}z*z*zb*RZreasonOperatorKernelvalue58kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[0, 0, 23]* j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     a  a a aa++ b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue61kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[],, b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue62kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0]-- b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue65kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[].. b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM:}z*z*zb*RZreasonOperatorKernelvalue66kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[0, 0, 23]/ j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     a  a a aa00 b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue69kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]11 b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue70kernelSpecAttentionSoftmax { 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}outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[0, 0, 23]4 j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     a  a a aa55 b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue77kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]66 b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue78kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0]77 b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue81kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]88 b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM:}z*z*zb*RZreasonOperatorKernelvalue82kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[0, 0, 23]9 j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     a  a a aa:: b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue85kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[];; b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue86kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0]<< b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue89kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]== b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM:}z*z*zb*RZreasonOperatorKernelvalue90kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[0, 0, 23]>j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1< , a , a , a     ,  a , , a a aa?? b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue93kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]@@ b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue94kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0]AA b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue97kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]BB b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM:}z*z*zb*RZreasonOperatorKernelvalue98kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[0, 0, 23]Cj bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     a  a a aaDD b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2a"aZez*z*z*j**b*RreasonOperatorKernelvalue101kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]EE b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2Y"YZ]z*z*j**zb*RbreasonOperatorKernelvalue102kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0]FF b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2a"aZez*z*z*j**b*RreasonOperatorKernelvalue105kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]GG b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2I"IZM:}z*z*zb*RZreasonOperatorKernelvalue106kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[0, 0, 23]Hj bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     a  a a aaII b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2a"aZez*z*z*j**b*RreasonOperatorKernelvalue109kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]JJ b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2Y"YZ]z*z*j**zb*RbreasonOperatorKernelvalue110kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0]KK b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2a"aZez*z*z*j**b*RreasonOperatorKernelvalue113kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]LL b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2I"IZM:}z*z*zb*RZreasonOperatorKernelvalue114kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[0, 0, 23]Mj bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     a  a a aaNN b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2a"aZez*z*z*j**b*RreasonOperatorKernelvalue117kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]OO b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2Y"YZ]z*z*j**zb*RbreasonOperatorKernelvalue118kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0]PP b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2a"aZez*z*z*j**b*RreasonOperatorKernelvalue121kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]QQ b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2I"IZM:}z*z*zb*RZreasonOperatorKernelvalue122kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[0, 0, 23]Rv bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     e  e e iiSS b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2a"aZez*z*z*jB*b*RreasonOperatorKernelvalue125kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements2000usefulCycles646.875physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]TT b!Uoperation.6attention_softmax_d72_p64_tail_f16,U:UzY2Y"YZ]z*z*j**zb*RbreasonOperatorKernelvalue126kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 25, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles1260physicalWorkCycles1332workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 25, 0]UU b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2a"aZez*z*z*jB*b*RreasonOperatorKernelvalue129kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements2000usefulCycles646.875physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]VV b!operation.6attention_merge_v72_p80_out16_f16(M:MzQ2QQZU2z*z*zz*b*RZreasonOperatorKernelvalue31kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: true }outputElements1656input0Elements1840input1Elements46input2Elements1702invocations1uniformInvocationstruearguments[0, 1, 23]WH bJ7Qwoperation.6exchange :2"b!reasonLayoutRearrangementvalue130invocations1\CCgg??cc;;__W]. .`p`S"|S"KK(DD  Dzl Dz P  QQE4E4!Ip!Ibbxxssg$gCC(De+e+E( EZH!Zo!od#$1H&1h' () * S'h,S'==-==Q,.Qi/i~1~u2u_3_L4507 8 9?4l:?43L;3LaP=az>z?a@aUBU1pC1DFFw.$Hw.SCISC\K\r(LrLDNiOic(Qc\R b*'9operation.0sync : breasonExchangeBarrierinvocations1 b*7Ioperation.0sync :2breasonExchangeBarriervalue6invocations1 * '5sync : breasonExchangeBarrierinvocations1 b*7Ioperation.1sync :2breasonExchangeBarriervalue12invocations1 * '5sync : breasonExchangeBarrierinvocations1 b*7Ioperation.2sync :2breasonExchangeBarriervalue18invocations1 brwoperation.6fill_zero_u645:5=2==ZA]za*abeem*mRqBreasonLayoutRearrangementvalue32kernelSpecFillZero { offset: 2832, bytes: 688, padding_only: false }outputElements1760invocations1uniformInvocationstruearguments[14, 2] bJ'Aoperation.6exchange : breasonLayoutRearrangementinvocations1jrrzz  ""**22::BBJJRRZZbbjjrrzz  ""**22::BBJJRRZZbbjjrrzz  ""**..2266::>>BBFFJJNNRRVVZZ^^bbffjjnnrrvvzz~~j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( c c c     c  c c cc  b)aoperation.6gemm_f16_init_small_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue37kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1408input0Elements1760input1Elements5120usefulCycles1584physicalWorkCycles1760workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]  b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue38kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1408input0Elements1408usefulCycles2057physicalWorkCycles2057workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[22, 64, 0]  b)aoperation.6gemm_f16_init_small_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue41kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1760input0Elements1408input1Elements5120usefulCycles1584physicalWorkCycles1760workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]  b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM2}z*z*zb*RZreasonOperatorKernelvalue42kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: true, final_block: false }outputElements1628input0Elements1760input1Elements44invocations1uniformInvocationstruearguments[1, 0, 22] j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( c c c     c  c c cc b)aoperation.6gemm_f16_init_small_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue45kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1408input0Elements1760input1Elements5120usefulCycles1584physicalWorkCycles1760workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[] b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue46kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1408input0Elements1408usefulCycles2057physicalWorkCycles2057workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[22, 64, 0] b)aoperation.6gemm_f16_init_small_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue49kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1760input0Elements1408input1Elements5120usefulCycles1584physicalWorkCycles1760workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[] b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM:}z*z*zb*RZreasonOperatorKernelvalue50kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1628input0Elements1760input1Elements44invocations1uniformInvocationstruearguments[0, 0, 22] j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( c c c     c  c c cc b)aoperation.6gemm_f16_init_small_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue53kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1408input0Elements1760input1Elements5120usefulCycles1584physicalWorkCycles1760workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[] b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue54kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1408input0Elements1408usefulCycles2057physicalWorkCycles2057workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[22, 64, 0] b)aoperation.6gemm_f16_init_small_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue57kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1760input0Elements1408input1Elements5120usefulCycles1584physicalWorkCycles1760workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[] b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM:}z*z*zb*RZreasonOperatorKernelvalue58kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1628input0Elements1760input1Elements44invocations1uniformInvocationstruearguments[0, 0, 22] j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( c c c     c  c c cc b)aoperation.6gemm_f16_init_small_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue61kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1408input0Elements1760input1Elements5120usefulCycles1584physicalWorkCycles1760workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[] b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue62kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1408input0Elements1408usefulCycles2057physicalWorkCycles2057workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[22, 64, 0] b)aoperation.6gemm_f16_init_small_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue65kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1760input0Elements1408input1Elements5120usefulCycles1584physicalWorkCycles1760workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[] b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM:}z*z*zb*RZreasonOperatorKernelvalue66kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1628input0Elements1760input1Elements44invocations1uniformInvocationstruearguments[0, 0, 22] j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( c c c     c  c c cc b)aoperation.6gemm_f16_init_small_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue69kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1408input0Elements1760input1Elements5120usefulCycles1584physicalWorkCycles1760workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[] b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue70kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1408input0Elements1408usefulCycles2057physicalWorkCycles2057workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[22, 64, 0] b)aoperation.6gemm_f16_init_small_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue73kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1760input0Elements1408input1Elements5120usefulCycles1584physicalWorkCycles1760workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]  b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM:}z*z*zb*RZreasonOperatorKernelvalue74kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1628input0Elements1760input1Elements44invocations1uniformInvocationstruearguments[0, 0, 22]! j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( c c c     c  c c cc"" b)aoperation.6gemm_f16_init_small_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue77kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1408input0Elements1760input1Elements5120usefulCycles1584physicalWorkCycles1760workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]## b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue78kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1408input0Elements1408usefulCycles2057physicalWorkCycles2057workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[22, 64, 0]$$ b)aoperation.6gemm_f16_init_small_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue81kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1760input0Elements1408input1Elements5120usefulCycles1584physicalWorkCycles1760workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]%% b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM:}z*z*zb*RZreasonOperatorKernelvalue82kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1628input0Elements1760input1Elements44invocations1uniformInvocationstruearguments[0, 0, 22]& j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( c c c     c  c c cc'' b)aoperation.6gemm_f16_init_small_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue85kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1408input0Elements1760input1Elements5120usefulCycles1584physicalWorkCycles1760workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[](( b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue86kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1408input0Elements1408usefulCycles2057physicalWorkCycles2057workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[22, 64, 0])) b)aoperation.6gemm_f16_init_small_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue89kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1760input0Elements1408input1Elements5120usefulCycles1584physicalWorkCycles1760workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]** b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM:}z*z*zb*RZreasonOperatorKernelvalue90kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1628input0Elements1760input1Elements44invocations1uniformInvocationstruearguments[0, 0, 22]+j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( c c c     c  c c cc,, b)aoperation.6gemm_f16_init_small_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue93kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1408input0Elements1760input1Elements5120usefulCycles1584physicalWorkCycles1760workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]-- b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue94kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1408input0Elements1408usefulCycles2057physicalWorkCycles2057workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[22, 64, 0].. b)aoperation.6gemm_f16_init_small_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue97kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1760input0Elements1408input1Elements5120usefulCycles1584physicalWorkCycles1760workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]// b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM:}z*z*zb*RZreasonOperatorKernelvalue98kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1628input0Elements1760input1Elements44invocations1uniformInvocationstruearguments[0, 0, 22]0j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( c c c     c  c c cc11 b)aoperation.6gemm_f16_init_small_rows_interleaved_k80_c64_r22_r230]:]za2a"aZez*z*z*j**b*RreasonOperatorKernelvalue101kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1408input0Elements1760input1Elements5120usefulCycles1584physicalWorkCycles1760workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]22 b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2Y"YZ]z*z*j**zb*RbreasonOperatorKernelvalue102kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1408input0Elements1408usefulCycles2057physicalWorkCycles2057workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[22, 64, 0]33 b)aoperation.6gemm_f16_init_small_rows_interleaved_k64_c80_r22_r230]:]za2a"aZez*z*z*j**b*RreasonOperatorKernelvalue105kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1760input0Elements1408input1Elements5120usefulCycles1584physicalWorkCycles1760workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]44 b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2I"IZM:}z*z*zb*RZreasonOperatorKernelvalue106kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1628input0Elements1760input1Elements44invocations1uniformInvocationstruearguments[0, 0, 22]5j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( c c c     c  c c cc66 b)aoperation.6gemm_f16_init_small_rows_interleaved_k80_c64_r22_r230]:]za2a"aZez*z*z*j**b*RreasonOperatorKernelvalue109kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1408input0Elements1760input1Elements5120usefulCycles1584physicalWorkCycles1760workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]77 b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2Y"YZ]z*z*j**zb*RbreasonOperatorKernelvalue110kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1408input0Elements1408usefulCycles2057physicalWorkCycles2057workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[22, 64, 0]88 b)aoperation.6gemm_f16_init_small_rows_interleaved_k64_c80_r22_r230]:]za2a"aZez*z*z*j**b*RreasonOperatorKernelvalue113kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1760input0Elements1408input1Elements5120usefulCycles1584physicalWorkCycles1760workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]99 b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2I"IZM:}z*z*zb*RZreasonOperatorKernelvalue114kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1628input0Elements1760input1Elements44invocations1uniformInvocationstruearguments[0, 0, 22]:j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( c c c     c  c c cc;; b)aoperation.6gemm_f16_init_small_rows_interleaved_k80_c64_r22_r230]:]za2a"aZez*z*z*j**b*RreasonOperatorKernelvalue117kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1408input0Elements1760input1Elements5120usefulCycles1584physicalWorkCycles1760workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]<< b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2Y"YZ]z*z*j**zb*RbreasonOperatorKernelvalue118kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1408input0Elements1408usefulCycles2057physicalWorkCycles2057workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[22, 64, 0]== b)aoperation.6gemm_f16_init_small_rows_interleaved_k64_c80_r22_r230]:]za2a"aZez*z*z*j**b*RreasonOperatorKernelvalue121kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1760input0Elements1408input1Elements5120usefulCycles1584physicalWorkCycles1760workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]>> b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2I"IZM:}z*z*zb*RZreasonOperatorKernelvalue122kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1628input0Elements1760input1Elements44invocations1uniformInvocationstruearguments[0, 0, 22]?v bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( c c c     g  g g gg@@ b)aoperation.6gemm_f16_init_small_rows_interleaved_k80_c64_r22_r230]:]za2a"aZez*z*z*j:*b*RreasonOperatorKernelvalue125kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1408input0Elements1760input1Elements2000usefulCycles618.75physicalWorkCycles1760workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]AA b!Uoperation.6attention_softmax_d72_p64_tail_f16,U:UzY2Y"YZ]z*z*j**zb*RbreasonOperatorKernelvalue126kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 25, padded_key_columns: 64 }outputElements1408input0Elements1408usefulCycles1190physicalWorkCycles1258workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[22, 25, 0]BB b)aoperation.6gemm_f16_init_small_rows_interleaved_k64_c80_r22_r230]:]za2a"aZez*z*z*j:*b*RreasonOperatorKernelvalue129kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1760input0Elements1408input1Elements2000usefulCycles618.75physicalWorkCycles1760workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]CC b!operation.6attention_merge_v72_p80_out16_f16(M:MzQ2QQZU2z*z*zz*b*RZreasonOperatorKernelvalue31kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: true }outputElements1584input0Elements1760input1Elements44input2Elements1628invocations1uniformInvocationstruearguments[0, 1, 22]DH bJ7Qgoperation.6exchange :2"b!reasonLayoutRearrangementvalue130invocations1XCCgg??cc;;__GPc . .`` XS"S"KK(((d))KdKdmmFTF(( D 9|9|[[}^}^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GPc . .`` XS"S"KK(((d))KdKdmmFTF(( D 9|9|[[}^}^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GPc . .`` XS"S"KK(((d))KdKdmmFTF(( D 9|9|[[}^}^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GPc . .`` XS"S"KK(((d))KdKdmmFTF(( D 9|9|[[}^}^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GPi . .`` XY"Y"QQ%((%(d//QdQdssFTF(( D ?|?|aa^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GPi . .`` XY"Y"QQ%((%(d//QdQdssFTF(( D ?|?|aa^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GPi . .`` XY"Y"QQ%((%(d//QdQdssFTF(( D ?|?|aa^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GPi . .`` XY"Y"QQ%((%(d//QdQdssFTF(( D ?|?|aa^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GPi..`` X_"_"WW+((+(d55WdWdyyFTF((# D# E|E|gg^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GPi..`` X_"_"WW+((+(d55WdWdyyFTF((# D# E|E|gg^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile 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b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GPi..`` X_"_"WW+((+(d55WdWdyyFTF((# D# E|E|gg^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GPo..`` X_"_"WW+((+(d55WdWdyyFTF((# D# E|E|gg^^4 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b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GP{!.!.`` +X+k"k"cc7((7(dAAcdcdFTFɷɷ((  / D/ Q|Q|ss^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GP{!.!.`` +X+k"k"cc7((7(dAAcdcdFTFɷɷ((  / D/ Q|Q|ss^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GP'.'.`` 7X7w"w"ooC((C(ÉdÉMMododFTFշշ((; D; ]|]|^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * 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j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GP'.'.`` 7X7w"w"ooC((C(ÉdÉMMododFTFշշ((; D; ]|]|^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile 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X_"_"WW+((+(d55WdWdyyFTF((# D# E|E|gg^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GPi..`` X_"_"WW+((+(d55WdWdyyFTF((# D# E|E|gg^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GPi..`` X_"_"WW+((+(d55WdWdyyFTF((# D# E|E|gg^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GPi..`` X_"_"WW+((+(d55WdWdyyFTF((# D# E|E|gg^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GPi..`` X_"_"WW+((+(d55WdWdyyFTF((# D# E|E|gg^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GPi . .`` XY"Y"QQ%((%(d//QdQdssFTF(( D ?|?|aa^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GPi . .`` XY"Y"QQ%((%(d//QdQdssFTF(( D ?|?|aa^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GPi . .`` XY"Y"QQ%((%(d//QdQdssFTF(( D ?|?|aa^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GPi . .`` XY"Y"QQ%((%(d//QdQdssFTF(( D ?|?|aa^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130,]BPB^8^gg77--xuKuKkg)kg@+a+a , \-A4.Ak$:k  =  = (?@- B-,CC4HE4IFIOc,HOcxLIxIhKǺLǺqLNqlOPQ+R+ElTEZUZo0VoW Y Z[P\]-4_-'`'==a===Rpb=R1jc1jOTeOf_g__h_S0jSqkq m 4n4n4uLPpuLaqa={4s={Tttpvw_Ty_tz{.|.C}C]t]rr8ۜۜȆ bJ'A'operation.0exchange : breasonLayoutRearrangementinvocations1U]]eemmuu}}  %%--55==EEMMUU]]eemmuu}}  %%--55==EEMMUU]]eemmuu}}  %%--55==EEMMUU]]eemmuu}}  %%--55==EEMMUU]]eemmuu}}  %%--55==EEMMUU]]eemmuu}}  %%--55==EEMMUU]]eemmuu}}  %%--55==EEMMUX``hhppxx  ((0088@@HHPPXX``hhppxx         ( ( 0 0 8 8 @ @ H H P P X X ` ` h h p p x x                         ( ( 0 0 8 8 @ @ H H P P X X ` ` h h p p x x              ''//77??GGOOWW__ggooww b)aoperation.0gemm_f16_init_small_rows_interleaved_k80_c48_r72_r740]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue8kernelSpecGemm { multiply: F16, accumulate: F16, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 48 }outputElements3456input0Elements5760input1Elements3840usefulCycles4320physicalWorkCycles4320workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]( bJ7Moperation.0exchange :z2breasonOperatorInputsvalue6invocations1 8( J'='exchange : breasonLayoutRearrangementinvocations1 __ PP PP P       T \ \ d d l l t t | |                        $ $ , , 4 4 < < D D L L T T \ \ d d l l t t | |                        $ $ , , 4 4 < < D D L L T T \ \ d d l l t t | |                   $$,,44<<DDLLTT\\ddlltt||  $$,,44<<DDLLTT\\ddlltt||  $$,,44<<DDLLTT\\ddlltt||  $$,,44<<DDLLTT\\ddlltt||  $$,,44<<DDLLTT\\ddlltt||  %%--55==EEMMUU]]eemmuu}}  %%--55==EEMMUU]]eemmuu}}  %%--55==E {{ a aa  a 1&9&9&A&A&I&I&Q&Q&Y&Y&a&a&i&i&q&q&y&y&&&&&&&&&&&&&&&&&&&&&&&&&&&&&&&&&'' ' '''''!'!')')'1'1'9'9'A' b)aoperation.1gemm_f16_init_small_rows_interleaved_k80_c48_r72_r740]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue14kernelSpecGemm { multiply: F16, accumulate: F16, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 48 }outputElements3456input0Elements5760input1Elements3840usefulCycles4320physicalWorkCycles4320workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]( bJ7Moperation.1exchange :z2breasonOperatorInputsvalue12invocations1  * J'='exchange : breasonLayoutRearrangementinvocations1 __ PP PP P                       % % - - 5 5 = = E E M M U U ] ] e e m m u u } }                        % % - - 5 5 = = E E M M U U ] ] e e m m u u } }                   %%--55==EEMMUU]]eemmuu}}  %%--55==EEMMUU]]eemmuu}}  %%--55==EEMMUU]]eemmuu}}  %%--55==EEMMUU]]eemmuu}}  %%--55==EEMMUU]]eemmuu}}  %%--55==EEMMUU]]eemmuu}}  %%--55==EEMMUU]]eemmuu}}  %%--55==EEMMUU]]eemmuu}} P P! 6! 6!6" 6""(((((((&(&(.(.(6(6(>(>(F(F(N(N(V(V(^(^(f(f(n(n(v(v(~(~((((((((((((((((((((((((((((((((())))) b)aoperation.2gemm_f16_init_small_rows_interleaved_k80_c48_r72_r740]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue20kernelSpecGemm { multiply: F16, accumulate: F16, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 48 }outputElements3456input0Elements5760input1Elements3840usefulCycles4320physicalWorkCycles4320workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]( bJ7Moperation.2exchange :z2breasonOperatorInputsvalue18invocations1   brwoperation.6fill_zero_u645:5=2==ZA]za*abeem*mRqBreasonLayoutRearrangementvalue32kernelSpecFillZero { offset: 2960, bytes: 720, padding_only: false }outputElements1840invocations1uniformInvocationstruearguments[15, 0]  brwoperation.6fill_zero_u645:5=2==ZA]za*abeem*mRqBreasonLayoutRearrangementvalue33kernelSpecFillZero { offset: 528, bytes: 3568, padding_only: false }outputElements2048invocations1uniformInvocationstruearguments[74, 2]  brwoperation.6fill_zero_u645:5=2==ZA]za*abeem*mRqBreasonLayoutRearrangementvalue34kernelSpecFillZero { offset: 48, bytes: 4048, padding_only: false }outputElements2048invocations1uniformInvocationstruearguments[84, 2]  bJ'A7operation.6exchange : breasonLayoutRearrangementinvocations1''++3377??CCKKOOWW[\ddhhpptt||&&**2266>>BBJJNNVVZZbbffnnrrzz~~  ""&&..22::>>FFJJRRVV^^bbjjnnvvzz     ! ! ) ) 1 1 9 9 A A I I Q Q Y ^ f f n n v v ~ ~                               & & . . 6 6 > > F F N N V V Z Z ^ ^ b b f f j j n n r r v v z z ~ ~      /77??GGOOWW__ggooww  ##++33;;CCKKSS[[cckkssww{{  "&&..66>>FFNNVV^^ffnnvv~~  $$,,44<<DDLLTT\\ddlltt||    $$((,dlltt|| ((0088@@HHLLPPTTXX\\``d  b-operation.6rearrange_row_major_to_amp_f16_o2_r64_p64_c32_p32_b64x16,U:U]2]]Zaz*z*j* * 1b55=*=RAreasonLayoutRearrangementvalue34kernelSpecRearrange { from: Layout { order: RowMajor, tiling: TensorTiling { tile_count: 1, replicas: 1, axes: [] }, memory_class: Ipu21Standard }, to: Layout { order: BlockMajor(Matrix { row_block: 64, column_block: 16 }), tiling: TensorTiling { tile_count: 48, replicas: 1, axes: [AxisTiling { axis: FromStart(0), partitions: 2, padding_groups: 1, block_size: 1, padding_multiple: 1, shard_padding_multiple: 1, padding: Reject, tile_stride: Some(1) }, AxisTiling { axis: FromStart(1), partitions: 12, padding_groups: 1, block_size: 64, padding_multiple: 64, shard_padding_multiple: 1, padding: Zero, tile_stride: Some(4) }, AxisTiling { axis: FromStart(2), partitions: 2, padding_groups: 1, block_size: 16, padding_multiple: 16, shard_padding_multiple: 1, padding: Zero, tile_stride: Some(2) }] }, memory_class: Ipu21Standard } }outputElements2048input0Elements2048usefulCycles1024physicalWorkCycles1024workEstimateBasisdense copy baseline: 8-byte load + store / 2 issue slotsinvocations1uniformInvocationstruearguments[64, 64, 2, 32, 32, 1]j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     a  a a aa b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue37kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[] b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue38kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0] b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue41kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[] b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM2}z*z*zb*RZreasonOperatorKernelvalue42kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: true, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[1, 0, 23]j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     a  a a aa b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue45kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[] b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue46kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0] b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue49kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[] b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM:}z*z*zb*RZreasonOperatorKernelvalue50kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[0, 0, 23] j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     a  a a aa b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue53kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[] b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue54kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0] b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue57kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[] b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM:}z*z*zb*RZreasonOperatorKernelvalue58kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[0, 0, 23] j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     a  a a aa b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue61kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[] b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue62kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0]  b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue65kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]!! b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM:}z*z*zb*RZreasonOperatorKernelvalue66kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[0, 0, 23]" j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     a  a a aa## b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue69kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]$$ b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue70kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0]%% b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue73kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]&& b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM:}z*z*zb*RZreasonOperatorKernelvalue74kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[0, 0, 23]' j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     a  a a aa(( b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue77kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[])) b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue78kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0]** b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue81kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]++ b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM:}z*z*zb*RZreasonOperatorKernelvalue82kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[0, 0, 23], j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     a  a a aa-- b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue85kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[].. b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue86kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0]// b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue89kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]00 b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM:}z*z*zb*RZreasonOperatorKernelvalue90kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[0, 0, 23]1j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1< a a a         a  a a ++ aa22 b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue93kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]33 b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue94kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0]44 b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue97kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]55 b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM:}z*z*zb*RZreasonOperatorKernelvalue98kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[0, 0, 23]6j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     a  a a aa77 b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2a"aZez*z*z*j**b*RreasonOperatorKernelvalue101kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]88 b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2Y"YZ]z*z*j**zb*RbreasonOperatorKernelvalue102kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0]99 b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2a"aZez*z*z*j**b*RreasonOperatorKernelvalue105kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]:: b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2I"IZM:}z*z*zb*RZreasonOperatorKernelvalue106kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[0, 0, 23];j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     a  a a aa<< b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2a"aZez*z*z*j**b*RreasonOperatorKernelvalue109kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]== b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2Y"YZ]z*z*j**zb*RbreasonOperatorKernelvalue110kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0]>> b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2a"aZez*z*z*j**b*RreasonOperatorKernelvalue113kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]?? b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2I"IZM:}z*z*zb*RZreasonOperatorKernelvalue114kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[0, 0, 23]@j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     a  a a aaAA b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2a"aZez*z*z*j**b*RreasonOperatorKernelvalue117kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]BB b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2Y"YZ]z*z*j**zb*RbreasonOperatorKernelvalue118kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0]CC b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2a"aZez*z*z*j**b*RreasonOperatorKernelvalue121kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]DD b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2I"IZM:}z*z*zb*RZreasonOperatorKernelvalue122kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[0, 0, 23]Ev bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     i  i i qqFF b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2a"aZez*z*z*jB*b*RreasonOperatorKernelvalue125kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements2000usefulCycles646.875physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]GG b!Uoperation.6attention_softmax_d72_p64_tail_f16,U:UzY2Y"YZ]z*z*j**zb*RbreasonOperatorKernelvalue126kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 25, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles1260physicalWorkCycles1332workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 25, 0]HH b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2a"aZez*z*z*jB*b*RreasonOperatorKernelvalue129kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements2000usefulCycles646.875physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]II b!operation.6attention_merge_v72_p80_out16_f16(M:MzQ2QQZU2z*z*zz*b*RZreasonOperatorKernelvalue31kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: true }outputElements1656input0Elements1840input1Elements46input2Elements1702invocations1uniformInvocationstruearguments[0, 1, 23]JH bJ7Qwoperation.6exchange :2"b!reasonLayoutRearrangementvalue130invocations1\,,PPtt((LLpp$$H55YY}} W]. .`p`S"|S"KK(O=O=Ͳl Ͳ P  WWK4K4'Ip'Ibbxxyym$mII(Dk+k+E( EZH!Zo!od#$7H&7!h'! () * Y'h,Y'C=-C=R,.Ri/i~1~{2{e3e#L4#507 8 9E4l:E49L;9LaP=az>z?g@g[B[7pC7DFF}.$H}.YCIYC]K]r(LrLDNoOoi(Qi\R b*'9operation.0sync : breasonExchangeBarrierinvocations1 b*7Ioperation.0sync :2breasonExchangeBarriervalue6invocations1 * '5sync : breasonExchangeBarrierinvocations1 b*7Ioperation.1sync :2breasonExchangeBarriervalue12invocations1 * '5sync : breasonExchangeBarrierinvocations1 b*7Ioperation.2sync :2breasonExchangeBarriervalue18invocations1 brwoperation.6fill_zero_u645:5=2==ZA]za*abeem*mRqBreasonLayoutRearrangementvalue32kernelSpecFillZero { offset: 2832, bytes: 688, padding_only: false }outputElements1760invocations1uniformInvocationstruearguments[14, 2] bJ'Aoperation.6exchange : breasonLayoutRearrangementinvocations1U]]eemmuu}}  %%--55==EEMMUU]]eemmuuyy}}RZZbbjjrrzz  ""**22::BBJJRRZZbbjjrrzz  ""&j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( e e e     e  e e ee  b)aoperation.6gemm_f16_init_small_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue37kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1408input0Elements1760input1Elements5120usefulCycles1584physicalWorkCycles1760workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]  b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue38kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1408input0Elements1408usefulCycles2057physicalWorkCycles2057workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[22, 64, 0]  b)aoperation.6gemm_f16_init_small_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue41kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1760input0Elements1408input1Elements5120usefulCycles1584physicalWorkCycles1760workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]  b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM2}z*z*zb*RZreasonOperatorKernelvalue42kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: true, final_block: false }outputElements1628input0Elements1760input1Elements44invocations1uniformInvocationstruearguments[1, 0, 22] j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( e e e     e  e e ee b)aoperation.6gemm_f16_init_small_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue45kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1408input0Elements1760input1Elements5120usefulCycles1584physicalWorkCycles1760workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[] b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue46kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1408input0Elements1408usefulCycles2057physicalWorkCycles2057workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[22, 64, 0] b)aoperation.6gemm_f16_init_small_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue49kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1760input0Elements1408input1Elements5120usefulCycles1584physicalWorkCycles1760workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[] b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM:}z*z*zb*RZreasonOperatorKernelvalue50kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1628input0Elements1760input1Elements44invocations1uniformInvocationstruearguments[0, 0, 22] j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( e e e     e  e e ee b)aoperation.6gemm_f16_init_small_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue53kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1408input0Elements1760input1Elements5120usefulCycles1584physicalWorkCycles1760workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[] b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue54kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1408input0Elements1408usefulCycles2057physicalWorkCycles2057workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[22, 64, 0] b)aoperation.6gemm_f16_init_small_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue57kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1760input0Elements1408input1Elements5120usefulCycles1584physicalWorkCycles1760workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[] b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM:}z*z*zb*RZreasonOperatorKernelvalue58kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1628input0Elements1760input1Elements44invocations1uniformInvocationstruearguments[0, 0, 22] j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( e e e     e  e e ee b)aoperation.6gemm_f16_init_small_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue61kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1408input0Elements1760input1Elements5120usefulCycles1584physicalWorkCycles1760workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[] b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue62kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1408input0Elements1408usefulCycles2057physicalWorkCycles2057workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[22, 64, 0] b)aoperation.6gemm_f16_init_small_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue65kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1760input0Elements1408input1Elements5120usefulCycles1584physicalWorkCycles1760workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[] b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM:}z*z*zb*RZreasonOperatorKernelvalue66kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1628input0Elements1760input1Elements44invocations1uniformInvocationstruearguments[0, 0, 22] j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( e e e     e  e e ee b)aoperation.6gemm_f16_init_small_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue69kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1408input0Elements1760input1Elements5120usefulCycles1584physicalWorkCycles1760workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[] b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue70kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1408input0Elements1408usefulCycles2057physicalWorkCycles2057workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[22, 64, 0] b)aoperation.6gemm_f16_init_small_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue73kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1760input0Elements1408input1Elements5120usefulCycles1584physicalWorkCycles1760workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]  b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM:}z*z*zb*RZreasonOperatorKernelvalue74kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1628input0Elements1760input1Elements44invocations1uniformInvocationstruearguments[0, 0, 22]! j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( e e e     e  e e ee"" b)aoperation.6gemm_f16_init_small_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue77kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1408input0Elements1760input1Elements5120usefulCycles1584physicalWorkCycles1760workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]## b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue78kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1408input0Elements1408usefulCycles2057physicalWorkCycles2057workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[22, 64, 0]$$ b)aoperation.6gemm_f16_init_small_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue81kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1760input0Elements1408input1Elements5120usefulCycles1584physicalWorkCycles1760workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]%% b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM:}z*z*zb*RZreasonOperatorKernelvalue82kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1628input0Elements1760input1Elements44invocations1uniformInvocationstruearguments[0, 0, 22]& j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( e e e     e  e e ee'' b)aoperation.6gemm_f16_init_small_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue85kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1408input0Elements1760input1Elements5120usefulCycles1584physicalWorkCycles1760workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[](( b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue86kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1408input0Elements1408usefulCycles2057physicalWorkCycles2057workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[22, 64, 0])) b)aoperation.6gemm_f16_init_small_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue89kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1760input0Elements1408input1Elements5120usefulCycles1584physicalWorkCycles1760workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]** b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM:}z*z*zb*RZreasonOperatorKernelvalue90kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1628input0Elements1760input1Elements44invocations1uniformInvocationstruearguments[0, 0, 22]+j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( e e e     e  e e ee,, b)aoperation.6gemm_f16_init_small_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue93kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1408input0Elements1760input1Elements5120usefulCycles1584physicalWorkCycles1760workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]-- b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue94kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1408input0Elements1408usefulCycles2057physicalWorkCycles2057workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[22, 64, 0].. b)aoperation.6gemm_f16_init_small_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue97kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1760input0Elements1408input1Elements5120usefulCycles1584physicalWorkCycles1760workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]// b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM:}z*z*zb*RZreasonOperatorKernelvalue98kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1628input0Elements1760input1Elements44invocations1uniformInvocationstruearguments[0, 0, 22]0j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( e e e     e  e e ee11 b)aoperation.6gemm_f16_init_small_rows_interleaved_k80_c64_r22_r230]:]za2a"aZez*z*z*j**b*RreasonOperatorKernelvalue101kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1408input0Elements1760input1Elements5120usefulCycles1584physicalWorkCycles1760workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]22 b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2Y"YZ]z*z*j**zb*RbreasonOperatorKernelvalue102kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1408input0Elements1408usefulCycles2057physicalWorkCycles2057workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[22, 64, 0]33 b)aoperation.6gemm_f16_init_small_rows_interleaved_k64_c80_r22_r230]:]za2a"aZez*z*z*j**b*RreasonOperatorKernelvalue105kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1760input0Elements1408input1Elements5120usefulCycles1584physicalWorkCycles1760workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]44 b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2I"IZM:}z*z*zb*RZreasonOperatorKernelvalue106kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1628input0Elements1760input1Elements44invocations1uniformInvocationstruearguments[0, 0, 22]5j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( e e e     e  e e ee66 b)aoperation.6gemm_f16_init_small_rows_interleaved_k80_c64_r22_r230]:]za2a"aZez*z*z*j**b*RreasonOperatorKernelvalue109kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1408input0Elements1760input1Elements5120usefulCycles1584physicalWorkCycles1760workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]77 b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2Y"YZ]z*z*j**zb*RbreasonOperatorKernelvalue110kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1408input0Elements1408usefulCycles2057physicalWorkCycles2057workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[22, 64, 0]88 b)aoperation.6gemm_f16_init_small_rows_interleaved_k64_c80_r22_r230]:]za2a"aZez*z*z*j**b*RreasonOperatorKernelvalue113kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1760input0Elements1408input1Elements5120usefulCycles1584physicalWorkCycles1760workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]99 b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2I"IZM:}z*z*zb*RZreasonOperatorKernelvalue114kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1628input0Elements1760input1Elements44invocations1uniformInvocationstruearguments[0, 0, 22]:j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( e e e     e  e e ee;; b)aoperation.6gemm_f16_init_small_rows_interleaved_k80_c64_r22_r230]:]za2a"aZez*z*z*j**b*RreasonOperatorKernelvalue117kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1408input0Elements1760input1Elements5120usefulCycles1584physicalWorkCycles1760workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]<< b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2Y"YZ]z*z*j**zb*RbreasonOperatorKernelvalue118kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1408input0Elements1408usefulCycles2057physicalWorkCycles2057workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[22, 64, 0]== b)aoperation.6gemm_f16_init_small_rows_interleaved_k64_c80_r22_r230]:]za2a"aZez*z*z*j**b*RreasonOperatorKernelvalue121kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1760input0Elements1408input1Elements5120usefulCycles1584physicalWorkCycles1760workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]>> b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2I"IZM:}z*z*zb*RZreasonOperatorKernelvalue122kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1628input0Elements1760input1Elements44invocations1uniformInvocationstruearguments[0, 0, 22]?v bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( e e e     m  m m mm@@ b)aoperation.6gemm_f16_init_small_rows_interleaved_k80_c64_r22_r230]:]za2a"aZez*z*z*j:*b*RreasonOperatorKernelvalue125kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1408input0Elements1760input1Elements2000usefulCycles618.75physicalWorkCycles1760workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]AA b!Uoperation.6attention_softmax_d72_p64_tail_f16,U:UzY2Y"YZ]z*z*j**zb*RbreasonOperatorKernelvalue126kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 25, padded_key_columns: 64 }outputElements1408input0Elements1408usefulCycles1190physicalWorkCycles1258workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[22, 25, 0]BB b)aoperation.6gemm_f16_init_small_rows_interleaved_k64_c80_r22_r230]:]za2a"aZez*z*z*j:*b*RreasonOperatorKernelvalue129kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1760input0Elements1408input1Elements2000usefulCycles618.75physicalWorkCycles1760workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]CC b!operation.6attention_merge_v72_p80_out16_f16(M:MzQ2QQZU2z*z*zz*b*RZreasonOperatorKernelvalue31kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: true }outputElements1584input0Elements1760input1Elements44input2Elements1628invocations1uniformInvocationstruearguments[0, 1, 22]DH bJ7Qgoperation.6exchange :2"b!reasonLayoutRearrangementvalue130invocations1X55YY}}  11U DDhh@@dd,]BPB^8^gg==33xuKuKkg)kg@+a+a , \-B4.Bl$:l  =  = (?@- B-,CC4HE4IFIOc,HOcxLIxIhKǺLǺqLNqlOPQ+R+ElTEZUZo0VoW Y Z[P\]-4_-'`'==a===Rpb=R1jc1jOTeOf_g__h_S0jSqkq m 4n4n4uLPpuLaqa={4s={Tttpvw_Ty_tz{.|.C}C]t]rr8ϜϜȆ bJ'A'operation.0exchange : breasonLayoutRearrangementinvocations1V^^ffnnvv~~&&..66>>FFNNVV^^ffnnvv~~&&..66>>FFNNVV^^ffnnvv~~&&..66>>FFNNVV^^ffnnvv~~&&..66>>FFNNVV^^ffnnvv~~&&..66>>FFNNVV^^ffnnvv~~&&..66>>FFNNVV^^ffnnvv~~&&..66>>FFNNVYaaiiqqyy  !!))1199AAIIQQYYaaiiqqyy       ! ! ) ) 1 1 9 9 A A I I Q Q Y Y a a i i q q y y                        ! ! ) ) 1 1 9 9 A A I I Q Q Y Y a a i i q q y y                ((0088@@HHPPXX``hhppxx b)aoperation.0gemm_f16_init_small_rows_interleaved_k80_c48_r72_r740]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue8kernelSpecGemm { multiply: F16, accumulate: F16, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 48 }outputElements3456input0Elements5760input1Elements3840usefulCycles4320physicalWorkCycles4320workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]( bJ7Moperation.0exchange :z2breasonOperatorInputsvalue6invocations18( J'='exchange : breasonLayoutRearrangementinvocations1    U ] ] e e m m u u } }                        % % - - 5 5 = = E E M M U U ] ] e e m m u u } }                        % % - - 5 5 = = E E M M U U ] ] e e m m u u } }                   %%--55==EEMMUU]]eemmuu}}  %%--55==EEMMUU]]eemmuu}}  %%--55==EEMMUU]]eemmuu}}  %%--55==EEMMUU]]eemmuu}}  %%--55==EEMMUU]]eemmuu}}  &&..66>>FFNNVV^^ffnnvv~~&&..66>>FFNNVV^^ffnnvv~~&&..66>>F \\ \\ \  {{    \! \!\" \"\# \##2&:&:&B&B&J&J&R&R&Z&Z&b&b&j&j&r&r&z&z&&&&&&&&&&&&&&&&&&&&&&&&&&&&&&&&&'' ' '''''"'"'*'*'2'2':':'B' b)aoperation.1gemm_f16_init_small_rows_interleaved_k80_c48_r72_r740]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue14kernelSpecGemm { multiply: F16, accumulate: F16, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 48 }outputElements3456input0Elements5760input1Elements3840usefulCycles4320physicalWorkCycles4320workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]( bJ7Moperation.1exchange :z2breasonOperatorInputsvalue12invocations1 * J'='exchange : breasonLayoutRearrangementinvocations1                      & & . . 6 6 > > F F N N V V ^ ^ f f n n v v ~ ~                         & & . . 6 6 > > F F N N V V ^ ^ f f n n v v ~ ~                 &&..66>>FFNNVV^^ffnnvv~~&&..66>>FFNNVV^^ffnnvv~~&&..66>>FFNNVV^^ffnnvv~~&&..66>>FFNNVV^^ffnnvv~~&&..66>>FFNNVV^^ffnnvv~~&&..66>>FFNNVV^^ffnnvv~~&&..66>>FFNNVV^^ffnnvv~~&&..66>>FFNNVV^^ffnnvv~~ xx xx  x  ! P!P" !" "x# x#x$ x$x% x%%((((((('('(/(/(7(7(?(?(G(G(O(O(W(W(_(_(g(g(o(o(w(w((((((((((((((((((((((((((((((((((())))) b)aoperation.2gemm_f16_init_small_rows_interleaved_k80_c48_r72_r740]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue20kernelSpecGemm { multiply: F16, accumulate: F16, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 48 }outputElements3456input0Elements5760input1Elements3840usefulCycles4320physicalWorkCycles4320workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]( bJ7Moperation.2exchange :z2breasonOperatorInputsvalue18invocations1  brwoperation.6fill_zero_u645:5=2==ZA]za*abeem*mRqBreasonLayoutRearrangementvalue32kernelSpecFillZero { offset: 2960, bytes: 720, padding_only: false }outputElements1840invocations1uniformInvocationstruearguments[15, 0]  brwoperation.6fill_zero_u645:5=2==ZA]za*abeem*mRqBreasonLayoutRearrangementvalue33kernelSpecFillZero { offset: 528, bytes: 3568, padding_only: false }outputElements2048invocations1uniformInvocationstruearguments[74, 2]  brwoperation.6fill_zero_u645:5=2==ZA]za*abeem*mRqBreasonLayoutRearrangementvalue34kernelSpecFillZero { offset: 48, bytes: 4048, padding_only: false }outputElements2048invocations1uniformInvocationstruearguments[84, 2]  bJ'A7operation.6exchange : breasonLayoutRearrangementinvocations1.66::BBFFNNRRZZ^^ffjjrrvv~~&&**2266>>BBJJNNVVZZbbffnnrrzz~~  ""&&..22::>>FFJJRRVV^^bbjjnnvvzz  ""*                        # # ' ' + + / / 3 3 7 7 ; ; ? ? C C G G K K O O S S W W _ _ g g o o w w                                    !!))1199=?CCGGKKOOSSWW[[__ccggkkoossww{{ #+/7;??CGKKOSWW[_ccgkoosw{{-55==EEMMUU]]eemmuu}}  %%--55==EEMMUU]]eemmuu}}  %%--115599==AAEEIIMMQQUUYY]]aaeeiimemmuu}}  %%--55==EEIIMMQQUUYY]]a  b-operation.6rearrange_row_major_to_amp_f16_o2_r64_p64_c32_p32_b64x16,U:U]2]]Zaz*z*j* * 1b55=*=RAreasonLayoutRearrangementvalue34kernelSpecRearrange { from: Layout { order: RowMajor, tiling: TensorTiling { tile_count: 1, replicas: 1, axes: [] }, memory_class: Ipu21Standard }, to: Layout { order: BlockMajor(Matrix { row_block: 64, column_block: 16 }), tiling: TensorTiling { tile_count: 48, replicas: 1, axes: [AxisTiling { axis: FromStart(0), partitions: 2, padding_groups: 1, block_size: 1, padding_multiple: 1, shard_padding_multiple: 1, padding: Reject, tile_stride: Some(1) }, AxisTiling { axis: FromStart(1), partitions: 12, padding_groups: 1, block_size: 64, padding_multiple: 64, shard_padding_multiple: 1, padding: Zero, tile_stride: Some(4) }, AxisTiling { axis: FromStart(2), partitions: 2, padding_groups: 1, block_size: 16, padding_multiple: 16, shard_padding_multiple: 1, padding: Zero, tile_stride: Some(2) }] }, memory_class: Ipu21Standard } }outputElements2048input0Elements2048usefulCycles1024physicalWorkCycles1024workEstimateBasisdense copy baseline: 8-byte load + store / 2 issue slotsinvocations1uniformInvocationstruearguments[64, 64, 2, 32, 32, 1]j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     a  a a aa b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue37kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[] b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue38kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0] b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue41kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[] b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM2}z*z*zb*RZreasonOperatorKernelvalue42kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: true, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[1, 0, 23]j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     a  a a aa b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue45kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[] b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue46kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0] b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue49kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[] b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM:}z*z*zb*RZreasonOperatorKernelvalue50kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[0, 0, 23] j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     a  a a aa b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue53kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[] b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue54kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0] b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue57kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[] b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM:}z*z*zb*RZreasonOperatorKernelvalue58kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[0, 0, 23] j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     a  a a aa b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue61kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[] b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue62kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0]  b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue65kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]!! b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM:}z*z*zb*RZreasonOperatorKernelvalue66kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[0, 0, 23]" j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     a  a a aa## b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue69kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]$$ b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue70kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0]%% b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue73kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]&& b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM:}z*z*zb*RZreasonOperatorKernelvalue74kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[0, 0, 23]' j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     a  a a aa(( b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue77kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[])) b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue78kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0]** b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue81kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]++ b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM:}z*z*zb*RZreasonOperatorKernelvalue82kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[0, 0, 23], j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     a  a a aa-- b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue85kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[].. b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue86kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0]// b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue89kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]00 b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM:}z*z*zb*RZreasonOperatorKernelvalue90kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[0, 0, 23]1j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1< a a a         a  a a ** aa22 b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue93kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]33 b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue94kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0]44 b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue97kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]55 b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM:}z*z*zb*RZreasonOperatorKernelvalue98kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[0, 0, 23]6j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     a  a a aa77 b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2a"aZez*z*z*j**b*RreasonOperatorKernelvalue101kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]88 b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2Y"YZ]z*z*j**zb*RbreasonOperatorKernelvalue102kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0]99 b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2a"aZez*z*z*j**b*RreasonOperatorKernelvalue105kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]:: b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2I"IZM:}z*z*zb*RZreasonOperatorKernelvalue106kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[0, 0, 23];j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     a  a a aa<< b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2a"aZez*z*z*j**b*RreasonOperatorKernelvalue109kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]== b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2Y"YZ]z*z*j**zb*RbreasonOperatorKernelvalue110kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0]>> b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2a"aZez*z*z*j**b*RreasonOperatorKernelvalue113kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]?? b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2I"IZM:}z*z*zb*RZreasonOperatorKernelvalue114kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[0, 0, 23]@j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     a  a a aaAA b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2a"aZez*z*z*j**b*RreasonOperatorKernelvalue117kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]BB b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2Y"YZ]z*z*j**zb*RbreasonOperatorKernelvalue118kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0]CC b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2a"aZez*z*z*j**b*RreasonOperatorKernelvalue121kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]DD b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2I"IZM:}z*z*zb*RZreasonOperatorKernelvalue122kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[0, 0, 23]Ev bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     e  e e iiFF b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2a"aZez*z*z*jB*b*RreasonOperatorKernelvalue125kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements2000usefulCycles646.875physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]GG b!Uoperation.6attention_softmax_d72_p64_tail_f16,U:UzY2Y"YZ]z*z*j**zb*RbreasonOperatorKernelvalue126kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 25, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles1260physicalWorkCycles1332workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 25, 0]HH b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2a"aZez*z*z*jB*b*RreasonOperatorKernelvalue129kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements2000usefulCycles646.875physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]II b!operation.6attention_merge_v72_p80_out16_f16(M:MzQ2QQZU2z*z*zz*b*RZreasonOperatorKernelvalue31kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: true }outputElements1656input0Elements1840input1Elements46input2Elements1702invocations1uniformInvocationstruearguments[0, 1, 23]JH bJ7Qwoperation.6exchange :2"b!reasonLayoutRearrangementvalue130invocations1\Hll  DDhh@@dd 11UUyy W]. .`p`S"|S"KK(#?#?Ͳl Ͳ P  QQE4E4!Ip!Ibbxxssg$gCC(De+e+E( EZH!Zo!od#$1H&1h' () * S'h,S'==-==Q,.Qi/i~1~u2u_3_L4507 8 9?4l:?43L;3LaP=az>z?a@aUBU1pC1DFFw.$Hw.SCISC\K\r(LrLDNiOic(Qc\R b*'9operation.0sync : breasonExchangeBarrierinvocations1 b*7Ioperation.0sync :2breasonExchangeBarriervalue6invocations1 * '5sync : breasonExchangeBarrierinvocations1 b*7Ioperation.1sync :2breasonExchangeBarriervalue12invocations1 * '5sync : breasonExchangeBarrierinvocations1 b*7Ioperation.2sync :2breasonExchangeBarriervalue18invocations1 brwoperation.6fill_zero_u645:5=2==ZA]za*abeem*mRqBreasonLayoutRearrangementvalue32kernelSpecFillZero { offset: 2832, bytes: 688, padding_only: false }outputElements1760invocations1uniformInvocationstruearguments[14, 2] bJ'Aoperation.6exchange : breasonLayoutRearrangementinvocations1  ((0088@@HHPPXX``hhppxx%--55==EEMMUU]]eemmuu}}  %%--55==EEMMUU]]eemmuu}}j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( c c c     c  c c cc  b)aoperation.6gemm_f16_init_small_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue37kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1408input0Elements1760input1Elements5120usefulCycles1584physicalWorkCycles1760workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]  b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue38kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1408input0Elements1408usefulCycles2057physicalWorkCycles2057workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[22, 64, 0]  b)aoperation.6gemm_f16_init_small_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue41kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1760input0Elements1408input1Elements5120usefulCycles1584physicalWorkCycles1760workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]  b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM2}z*z*zb*RZreasonOperatorKernelvalue42kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: true, final_block: false }outputElements1628input0Elements1760input1Elements44invocations1uniformInvocationstruearguments[1, 0, 22] j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( c c c     c  c c cc b)aoperation.6gemm_f16_init_small_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue45kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1408input0Elements1760input1Elements5120usefulCycles1584physicalWorkCycles1760workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[] b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue46kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1408input0Elements1408usefulCycles2057physicalWorkCycles2057workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[22, 64, 0] b)aoperation.6gemm_f16_init_small_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue49kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1760input0Elements1408input1Elements5120usefulCycles1584physicalWorkCycles1760workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[] b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM:}z*z*zb*RZreasonOperatorKernelvalue50kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1628input0Elements1760input1Elements44invocations1uniformInvocationstruearguments[0, 0, 22] j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( c c c     c  c c cc b)aoperation.6gemm_f16_init_small_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue53kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1408input0Elements1760input1Elements5120usefulCycles1584physicalWorkCycles1760workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[] b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue54kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1408input0Elements1408usefulCycles2057physicalWorkCycles2057workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[22, 64, 0] b)aoperation.6gemm_f16_init_small_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue57kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1760input0Elements1408input1Elements5120usefulCycles1584physicalWorkCycles1760workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[] b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM:}z*z*zb*RZreasonOperatorKernelvalue58kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1628input0Elements1760input1Elements44invocations1uniformInvocationstruearguments[0, 0, 22] j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( c c c     c  c c cc b)aoperation.6gemm_f16_init_small_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue61kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1408input0Elements1760input1Elements5120usefulCycles1584physicalWorkCycles1760workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[] b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue62kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1408input0Elements1408usefulCycles2057physicalWorkCycles2057workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[22, 64, 0] b)aoperation.6gemm_f16_init_small_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue65kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1760input0Elements1408input1Elements5120usefulCycles1584physicalWorkCycles1760workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[] b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM:}z*z*zb*RZreasonOperatorKernelvalue66kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1628input0Elements1760input1Elements44invocations1uniformInvocationstruearguments[0, 0, 22] j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( c c c     c  c c cc b)aoperation.6gemm_f16_init_small_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue69kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1408input0Elements1760input1Elements5120usefulCycles1584physicalWorkCycles1760workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[] b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue70kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1408input0Elements1408usefulCycles2057physicalWorkCycles2057workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[22, 64, 0] b)aoperation.6gemm_f16_init_small_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue73kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1760input0Elements1408input1Elements5120usefulCycles1584physicalWorkCycles1760workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]  b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM:}z*z*zb*RZreasonOperatorKernelvalue74kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1628input0Elements1760input1Elements44invocations1uniformInvocationstruearguments[0, 0, 22]! j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( c c c     c  c c cc"" b)aoperation.6gemm_f16_init_small_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue77kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1408input0Elements1760input1Elements5120usefulCycles1584physicalWorkCycles1760workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]## b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue78kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1408input0Elements1408usefulCycles2057physicalWorkCycles2057workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[22, 64, 0]$$ b)aoperation.6gemm_f16_init_small_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue81kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1760input0Elements1408input1Elements5120usefulCycles1584physicalWorkCycles1760workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]%% b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM:}z*z*zb*RZreasonOperatorKernelvalue82kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1628input0Elements1760input1Elements44invocations1uniformInvocationstruearguments[0, 0, 22]& j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( c c c     c  c c cc'' b)aoperation.6gemm_f16_init_small_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue85kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1408input0Elements1760input1Elements5120usefulCycles1584physicalWorkCycles1760workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[](( b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue86kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1408input0Elements1408usefulCycles2057physicalWorkCycles2057workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[22, 64, 0])) b)aoperation.6gemm_f16_init_small_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue89kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1760input0Elements1408input1Elements5120usefulCycles1584physicalWorkCycles1760workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]** b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM:}z*z*zb*RZreasonOperatorKernelvalue90kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1628input0Elements1760input1Elements44invocations1uniformInvocationstruearguments[0, 0, 22]+j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( c c c     c  c c cc,, b)aoperation.6gemm_f16_init_small_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue93kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1408input0Elements1760input1Elements5120usefulCycles1584physicalWorkCycles1760workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]-- b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue94kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1408input0Elements1408usefulCycles2057physicalWorkCycles2057workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[22, 64, 0].. b)aoperation.6gemm_f16_init_small_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue97kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1760input0Elements1408input1Elements5120usefulCycles1584physicalWorkCycles1760workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]// b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM:}z*z*zb*RZreasonOperatorKernelvalue98kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1628input0Elements1760input1Elements44invocations1uniformInvocationstruearguments[0, 0, 22]0j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( c c c     c  c c cc11 b)aoperation.6gemm_f16_init_small_rows_interleaved_k80_c64_r22_r230]:]za2a"aZez*z*z*j**b*RreasonOperatorKernelvalue101kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1408input0Elements1760input1Elements5120usefulCycles1584physicalWorkCycles1760workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]22 b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2Y"YZ]z*z*j**zb*RbreasonOperatorKernelvalue102kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1408input0Elements1408usefulCycles2057physicalWorkCycles2057workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[22, 64, 0]33 b)aoperation.6gemm_f16_init_small_rows_interleaved_k64_c80_r22_r230]:]za2a"aZez*z*z*j**b*RreasonOperatorKernelvalue105kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1760input0Elements1408input1Elements5120usefulCycles1584physicalWorkCycles1760workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]44 b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2I"IZM:}z*z*zb*RZreasonOperatorKernelvalue106kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1628input0Elements1760input1Elements44invocations1uniformInvocationstruearguments[0, 0, 22]5j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( c c c     c  c c cc66 b)aoperation.6gemm_f16_init_small_rows_interleaved_k80_c64_r22_r230]:]za2a"aZez*z*z*j**b*RreasonOperatorKernelvalue109kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1408input0Elements1760input1Elements5120usefulCycles1584physicalWorkCycles1760workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]77 b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2Y"YZ]z*z*j**zb*RbreasonOperatorKernelvalue110kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1408input0Elements1408usefulCycles2057physicalWorkCycles2057workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[22, 64, 0]88 b)aoperation.6gemm_f16_init_small_rows_interleaved_k64_c80_r22_r230]:]za2a"aZez*z*z*j**b*RreasonOperatorKernelvalue113kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1760input0Elements1408input1Elements5120usefulCycles1584physicalWorkCycles1760workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]99 b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2I"IZM:}z*z*zb*RZreasonOperatorKernelvalue114kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1628input0Elements1760input1Elements44invocations1uniformInvocationstruearguments[0, 0, 22]:j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( c c c     c  c c cc;; b)aoperation.6gemm_f16_init_small_rows_interleaved_k80_c64_r22_r230]:]za2a"aZez*z*z*j**b*RreasonOperatorKernelvalue117kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1408input0Elements1760input1Elements5120usefulCycles1584physicalWorkCycles1760workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]<< b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2Y"YZ]z*z*j**zb*RbreasonOperatorKernelvalue118kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1408input0Elements1408usefulCycles2057physicalWorkCycles2057workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[22, 64, 0]== b)aoperation.6gemm_f16_init_small_rows_interleaved_k64_c80_r22_r230]:]za2a"aZez*z*z*j**b*RreasonOperatorKernelvalue121kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1760input0Elements1408input1Elements5120usefulCycles1584physicalWorkCycles1760workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]>> b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2I"IZM:}z*z*zb*RZreasonOperatorKernelvalue122kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1628input0Elements1760input1Elements44invocations1uniformInvocationstruearguments[0, 0, 22]?v bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( c c c     g  g g gg@@ b)aoperation.6gemm_f16_init_small_rows_interleaved_k80_c64_r22_r230]:]za2a"aZez*z*z*j:*b*RreasonOperatorKernelvalue125kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1408input0Elements1760input1Elements2000usefulCycles618.75physicalWorkCycles1760workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]AA b!Uoperation.6attention_softmax_d72_p64_tail_f16,U:UzY2Y"YZ]z*z*j**zb*RbreasonOperatorKernelvalue126kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 25, padded_key_columns: 64 }outputElements1408input0Elements1408usefulCycles1190physicalWorkCycles1258workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[22, 25, 0]BB b)aoperation.6gemm_f16_init_small_rows_interleaved_k64_c80_r22_r230]:]za2a"aZez*z*z*j:*b*RreasonOperatorKernelvalue129kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1760input0Elements1408input1Elements2000usefulCycles618.75physicalWorkCycles1760workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]CC b!operation.6attention_merge_v72_p80_out16_f16(M:MzQ2QQZU2z*z*zz*b*RZreasonOperatorKernelvalue31kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: true }outputElements1584input0Elements1760input1Elements44input2Elements1628invocations1uniformInvocationstruearguments[0, 1, 22]DH bJ7Qgoperation.6exchange :2"b!reasonLayoutRearrangementvalue130invocations1XUyy  --QQuu<<``88\\GPc . .`` XS"S"QQ%((%(d))KdKdmmFTF(( D 9|9|[[}^}^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GPc . .`` XS"S"QQ%((%(d))KdKdmmFTF(( D 9|9|[[}^}^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GPc . .`` XS"S"QQ%((%(d))KdKdmmFTF(( D 9|9|[[}^}^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GPc . .`` XS"S"QQ%((%(d))KdKdmmFTF(( D 9|9|[[}^}^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GPi . .`` XY"Y"QQ%((%(d//QdQdssFTF(( D ?|?|aa^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GPi . .`` XY"Y"QQ%((%(d//QdQdssFTF(( D ?|?|aa^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GPi . .`` XY"Y"QQ%((%(d//QdQdssFTF(( D ?|?|aa^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GPi . .`` XY"Y"QQ%((%(d//QdQdssFTF(( D ?|?|aa^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GPi..`` X_"_"WW+((+(d55WdWdyyFTF((# D# E|E|gg^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  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b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GPi..`` X_"_"WW+((+(d55WdWdyyFTF((# D# E|E|gg^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GPo..`` %X%_"_"]]1((1(d55WdWdyyFTF((# D# E|E|gg^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GPo..`` %X%_"_"]]1((1(d55WdWdyyFTF((# D# E|E|gg^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GPo..`` %X%_"_"]]1((1(d55WdWdyyFTF((# D# E|E|gg^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GPo..`` %X%_"_"]]1((1(d55WdWdyyFTF((# D# E|E|gg^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  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b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GPu..`` %X%e"e"]]1((1(d;;]d]dFTF÷÷(() D) K|K|mm^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GPu..`` +X+k"k"cc7((7(dAAcdcdFTFɷɷ((  / D/ Q|Q|ss^^4 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b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GP{!.!.`` 1X1k"k"ii=((=(dAAcdcdFTFɷɷ((  / D/ Q|Q|ss^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GP{!.!.`` 1X1k"k"ii=((=(dAAcdcdFTFɷɷ((  / D/ Q|Q|ss^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GP{!.!.`` 1X1k"k"ii=((=(dAAcdcdFTFɷɷ((  / D/ Q|Q|ss^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GP{!.!.`` 1X1k"k"ii=((=(dAAcdcdFTFɷɷ((  / D/ Q|Q|ss^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GP'.'.`` 7X7w"w"ooC((C(ÉdÉMMododFTFշշ((; D; ]|]|^^ 4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GP'.'.`` 7X7w"w"ooC((C(ÉdÉMMododFTFշշ((; D; ]|]|^^ 4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GP'.'.`` 7X7w"w"ooC((C(ÉdÉMMododFTFշշ((; D; ]|]|^^ 4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GP'.'.`` 7X7w"w"ooC((C(ÉdÉMMododFTFշշ((; D; ]|]|^^ 4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GP!.!.``   1X1q"q"ii=((=(dGGididFTFϷϷ((5 D5 W|W|yy^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GP!.!.``   1X1q"q"ii=((=(dGGididFTFϷϷ((5 D5 W|W|yy^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GP!.!.``   1X1q"q"ii=((=(dGGididFTFϷϷ((5 D5 W|W|yy^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GP!.!.``   1X1q"q"ii=((=(dGGididFTFϷϷ((5 D5 W|W|yy^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GP{!.!.`` 1X1k"k"ii=((=(dAAcdcdFTFɷɷ((  / D/ Q|Q|ss^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GP{!.!.`` 1X1k"k"ii=((=(dAAcdcdFTFɷɷ((  / D/ Q|Q|ss^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile 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b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GP{!.!.`` 1X1k"k"ii=((=(dAAcdcdFTFɷɷ((  / D/ Q|Q|ss^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  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j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GPu..`` %X%e"e"]]1((1(d;;]d]dFTF÷÷(() D) K|K|mm^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GPu..`` %X%e"e"]]1((1(d;;]d]dFTF÷÷(() D) K|K|mm^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GPo..`` %X%_"_"]]1((1(d55WdWdyyFTF((# D# E|E|gg^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GPo..`` %X%_"_"]]1((1(d55WdWdyyFTF((# D# E|E|gg^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GPo..`` %X%_"_"]]1((1(d55WdWdyyFTF((# D# E|E|gg^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GPo..`` %X%_"_"]]1((1(d55WdWdyyFTF((# D# E|E|gg^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GPi..`` X_"_"WW+((+(d55WdWdyyFTF((# D# E|E|gg^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GPi..`` X_"_"WW+((+(d55WdWdyyFTF((# D# E|E|gg^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GPi..`` X_"_"WW+((+(d55WdWdyyFTF((# D# E|E|gg^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GPi..`` X_"_"WW+((+(d55WdWdyyFTF((# D# E|E|gg^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GPi . .`` XY"Y"QQ%((%(d//QdQdssFTF(( D ?|?|aa^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GPi . .`` XY"Y"QQ%((%(d//QdQdssFTF(( D ?|?|aa^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GPi . .`` XY"Y"QQ%((%(d//QdQdssFTF(( D ?|?|aa^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GPi . .`` XY"Y"QQ%((%(d//QdQdssFTF(( D ?|?|aa^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130$cB@B^0^gg==33xuKuKkg)kgH+a+a@,@~|<~ d?  @ AB-dD-E(F4G4I IIOcJOcxKxHLMǺ,OǺqPqQhRS+LU+EVEZWZoXoZ l[ \^^ `-a-'c'==$d===Rd=R1j@f1jOgO$i_Dj__j_S`lSqmq Do dp40q4uLruLata={u={vPwx4z_{_|p}.~.CTC]́]rrۜۜt  bJ'A7operation.0exchange : breasonLayoutRearrangementinvocations1U]]eemmuu}}  %%--55==EEMMUU]]eemmuu}}  %%--55==EEMMUU]]eemmuu}}  %%--55==EEMMUU]]eemmuu}}  %%--55==EEMMUU]]eemmuu}}  %%--55==EEMMUU]]eemmuu}}  %%--55==EEMMUU]]eemmuu}}  %%--55==EEMMUX``hhppxx  ((0088@@HHPPXX``hhppxx         ( ( 0 0 8 8 @ @ H H P P X X ` ` h h p p x x                         ( ( 0 0 8 8 @ @ H H P P X X ` ` h h p p x x        @ O       ''//77??GGOOWW__ggooww b)aoperation.0gemm_f16_init_small_rows_interleaved_k80_c48_r72_r740]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue8kernelSpecGemm { multiply: F16, accumulate: F16, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 48 }outputElements3456input0Elements5760input1Elements3840usefulCycles4320physicalWorkCycles4320workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]( bJ7Moperation.0exchange :z2breasonOperatorInputsvalue6invocations1 8( J'=7exchange : breasonLayoutRearrangementinvocations1     T \ \ d d l l t t | |                        $ $ , , 4 4 < < D D L L T T \ \ d d l l t t | |                        $ $ , , 4 4 < < D D L L T T \ \ d d l l t t | |                   $$,,44<<DDLLTT\\ddlltt||  $$,,44<<DDLLTT\\ddlltt||  $$,,44<<DDLLTT\\ddlltt||  $$,,44<<DDLLTT\\ddlltt||  $$,,44<<DDLLTT\\ddlltt||  %%--55==EEMMUU]]eemmuu}}  %%--55==EEMMUU]]eemmuu}}  %%--55==E !   y  1! 1!1" 1"1# 1## #$ $% %1&1&9&9&A&A&I&I&Q&Q&Y&Y&a&a&i&i&q&q&y&y&&&&&&&&&&&&&&&&&&&&&&&&&&&&&&&&&'' ' '''''!'!')')'1'1'9'9'A' b)aoperation.1gemm_f16_init_small_rows_interleaved_k80_c48_r72_r740]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue14kernelSpecGemm { multiply: F16, accumulate: F16, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 48 }outputElements3456input0Elements5760input1Elements3840usefulCycles4320physicalWorkCycles4320workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]( bJ7Moperation.1exchange :z2breasonOperatorInputsvalue12invocations1  * J'=7exchange : breasonLayoutRearrangementinvocations1                     % % - - 5 5 = = E E M M U U ] ] e e m m u u } }                        % % - - 5 5 = = E E M M U U ] ] e e m m u u } }                   %%--55==EEMMUU]]eemmuu}}  %%--55==EEMMUU]]eemmuu}}  %%--55==EEMMUU]]eemmuu}}  %%--55==EEMMUU]]eemmuu}}  %%--55==EEMMUU]]eemmuu}}  %%--55==EEMMUU]]eemmuu}}  %%--55==EEMMUU]]eemmuu}}  %%--55==EEMMUU]]eemmuu}} 6 ! !" N"" "# #$ $% %% %& &' '((((((((&(&(.(.(6(6(>(>(F(F(N(N(V(V(^(^(f(f(n(n(v(v(~(~((((((((((((((((((((((((((((((((())))) b)aoperation.2gemm_f16_init_small_rows_interleaved_k80_c48_r72_r740]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue20kernelSpecGemm { multiply: F16, accumulate: F16, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 48 }outputElements3456input0Elements5760input1Elements3840usefulCycles4320physicalWorkCycles4320workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]( bJ7Moperation.2exchange :z2breasonOperatorInputsvalue18invocations1   brwoperation.6fill_zero_u645:5=2==ZA]za*abeem*mRqBreasonLayoutRearrangementvalue32kernelSpecFillZero { offset: 2960, bytes: 720, padding_only: false }outputElements1840invocations1uniformInvocationstruearguments[15, 0]  bJ'A7operation.6exchange : breasonLayoutRearrangementinvocations1V^^ffnnvv~~&&..66>>FFNNVV^^ffnnvv~~&&..66>>FFNNVV^^ffnnvv~~&&..66>>FFNNVV^^ffnnvv~~&&..66>>FFNNV&&..66>\ddlltt||  $$,,44<<DDLLTT\\ddlltt||       $ $ , , 4 4 < < D D L L T T \ \ d d l l t t | |                        $ $ , , 4 4 < < D             ' ' / / 7 7 ? ? G G O O W W _ _ g g o o w w                           ' ' / / 7 7 ? ? G G O O W W _ _ g g o o w w                           ' ' / / 7 7 ? ? G G O O W W _ _ g g o o w w            &&..66>>FFNNVV^^ffnnvv~~  ""**22::BBJJRRZZbbjjrrzz  $$,,44<<DDLLTT\\ddlnvv~~  &&..66>>FFNNVV^^ffnnvv~~&&..66>>FFNNVV^^ffnnvv~~  b-operation.6rearrange_row_major_to_amp_f16_o2_r64_p64_c48_p48_b64x16,U:U]2]]Zaz*z*j* * 1b55=*=RAreasonLayoutRearrangementvalue34kernelSpecRearrange { from: Layout { order: RowMajor, tiling: TensorTiling { tile_count: 1, replicas: 1, axes: [] }, memory_class: Ipu21Standard }, to: Layout { order: BlockMajor(Matrix { row_block: 64, column_block: 16 }), tiling: TensorTiling { tile_count: 48, replicas: 1, axes: [AxisTiling { axis: FromStart(0), partitions: 2, padding_groups: 1, block_size: 1, padding_multiple: 1, shard_padding_multiple: 1, padding: Reject, tile_stride: Some(1) }, AxisTiling { axis: FromStart(1), partitions: 12, padding_groups: 1, block_size: 64, padding_multiple: 64, shard_padding_multiple: 1, padding: Zero, tile_stride: Some(4) }, AxisTiling { axis: FromStart(2), partitions: 2, padding_groups: 1, block_size: 16, padding_multiple: 16, shard_padding_multiple: 1, padding: Zero, tile_stride: Some(2) }] }, memory_class: Ipu21Standard } }outputElements3072input0Elements3072usefulCycles1536physicalWorkCycles1536workEstimateBasisdense copy baseline: 8-byte load + store / 2 issue slotsinvocations1uniformInvocationstruearguments[64, 64, 2, 48, 48, 1] j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     a  a a aa  b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue37kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[] b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue38kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0] b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue41kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[] b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM2}z*z*zb*RZreasonOperatorKernelvalue42kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: true, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[1, 0, 23]j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     a  a a aa b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue45kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[] b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue46kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0] b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue49kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[] b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM:}z*z*zb*RZreasonOperatorKernelvalue50kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[0, 0, 23] j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     a  a a aa b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue53kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[] b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue54kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0] b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue57kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[] b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM:}z*z*zb*RZreasonOperatorKernelvalue58kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[0, 0, 23] j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     a  a a aa b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue61kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[] b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue62kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0] b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue65kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[] b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM:}z*z*zb*RZreasonOperatorKernelvalue66kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[0, 0, 23] j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     a  a a aa!! b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue69kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]"" b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue70kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0]## b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue73kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]$$ b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM:}z*z*zb*RZreasonOperatorKernelvalue74kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[0, 0, 23]% j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     a  a a aa&& b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue77kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]'' b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue78kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0](( b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue81kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[])) b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM:}z*z*zb*RZreasonOperatorKernelvalue82kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[0, 0, 23]* j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     a  a a aa++ b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue85kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[],, b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue86kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0]-- b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue89kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[].. b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM:}z*z*zb*RZreasonOperatorKernelvalue90kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[0, 0, 23]/j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     a  a a aa00 b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue93kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]11 b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue94kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0]22 b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue97kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]33 b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM:}z*z*zb*RZreasonOperatorKernelvalue98kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[0, 0, 23]4j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1< ) a ) a ) a     )  a ) ) a a aa55 b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2a"aZez*z*z*j**b*RreasonOperatorKernelvalue101kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]66 b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2Y"YZ]z*z*j**zb*RbreasonOperatorKernelvalue102kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0]77 b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2a"aZez*z*z*j**b*RreasonOperatorKernelvalue105kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]88 b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2I"IZM:}z*z*zb*RZreasonOperatorKernelvalue106kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[0, 0, 23]9j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     a  a a aa:: b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2a"aZez*z*z*j**b*RreasonOperatorKernelvalue109kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[];; b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2Y"YZ]z*z*j**zb*RbreasonOperatorKernelvalue110kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0]<< b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2a"aZez*z*z*j**b*RreasonOperatorKernelvalue113kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]== b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2I"IZM:}z*z*zb*RZreasonOperatorKernelvalue114kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[0, 0, 23]>j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     a  a a aa?? b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2a"aZez*z*z*j**b*RreasonOperatorKernelvalue117kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]@@ b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2Y"YZ]z*z*j**zb*RbreasonOperatorKernelvalue118kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0]AA b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2a"aZez*z*z*j**b*RreasonOperatorKernelvalue121kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]BB b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2I"IZM:}z*z*zb*RZreasonOperatorKernelvalue122kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[0, 0, 23]Cv bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     i  i i qqDD b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2a"aZez*z*z*jB*b*RreasonOperatorKernelvalue125kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements2000usefulCycles646.875physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]EE b!Uoperation.6attention_softmax_d72_p64_tail_f16,U:UzY2Y"YZ]z*z*j**zb*RbreasonOperatorKernelvalue126kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 25, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles1260physicalWorkCycles1332workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 25, 0]FF b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2a"aZez*z*z*jB*b*RreasonOperatorKernelvalue129kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements2000usefulCycles646.875physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]GG b!operation.6attention_merge_v72_p80_out16_f16(M:MzQ2QQZU2z*z*zz*b*RZreasonOperatorKernelvalue31kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: true }outputElements1656input0Elements1840input1Elements46input2Elements1702invocations1uniformInvocationstruearguments[0, 1, 23]HH bJ7Qwoperation.6exchange :2"b!reasonLayoutRearrangementvalue130invocations1\ --QQuu::^^66ZZ~~tcSSCC3@3CpCoo A0 A]]Mn(Mn=o=o-p-pqq-s$-sYtTYtuuvvgg]`(])D*t+,- /  40  d1 A2A]<]=-=-U=>U=BͲ8CͲDFGHWXIWK4JK4'I j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( e e e     e  e e ee?? b)aoperation.6gemm_f16_init_small_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue85kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1408input0Elements1760input1Elements5120usefulCycles1584physicalWorkCycles1760workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]@@ b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue86kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1408input0Elements1408usefulCycles2057physicalWorkCycles2057workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[22, 64, 0]AA b)aoperation.6gemm_f16_init_small_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue89kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1760input0Elements1408input1Elements5120usefulCycles1584physicalWorkCycles1760workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]BB b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM:}z*z*zb*RZreasonOperatorKernelvalue90kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1628input0Elements1760input1Elements44invocations1uniformInvocationstruearguments[0, 0, 22]Cj bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( e e e     e  e e eeDD b)aoperation.6gemm_f16_init_small_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue93kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1408input0Elements1760input1Elements5120usefulCycles1584physicalWorkCycles1760workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]EE b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue94kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1408input0Elements1408usefulCycles2057physicalWorkCycles2057workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[22, 64, 0]FF b)aoperation.6gemm_f16_init_small_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue97kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1760input0Elements1408input1Elements5120usefulCycles1584physicalWorkCycles1760workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]GG b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM:}z*z*zb*RZreasonOperatorKernelvalue98kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1628input0Elements1760input1Elements44invocations1uniformInvocationstruearguments[0, 0, 22]Hj bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( e e e     e  e e eeII b)aoperation.6gemm_f16_init_small_rows_interleaved_k80_c64_r22_r230]:]za2a"aZez*z*z*j**b*RreasonOperatorKernelvalue101kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1408input0Elements1760input1Elements5120usefulCycles1584physicalWorkCycles1760workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]JJ b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2Y"YZ]z*z*j**zb*RbreasonOperatorKernelvalue102kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1408input0Elements1408usefulCycles2057physicalWorkCycles2057workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[22, 64, 0]KK b)aoperation.6gemm_f16_init_small_rows_interleaved_k64_c80_r22_r230]:]za2a"aZez*z*z*j**b*RreasonOperatorKernelvalue105kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1760input0Elements1408input1Elements5120usefulCycles1584physicalWorkCycles1760workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]LL b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2I"IZM:}z*z*zb*RZreasonOperatorKernelvalue106kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1628input0Elements1760input1Elements44invocations1uniformInvocationstruearguments[0, 0, 22]Mj bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( e e e     e  e e eeNN b)aoperation.6gemm_f16_init_small_rows_interleaved_k80_c64_r22_r230]:]za2a"aZez*z*z*j**b*RreasonOperatorKernelvalue109kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1408input0Elements1760input1Elements5120usefulCycles1584physicalWorkCycles1760workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]OO b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2Y"YZ]z*z*j**zb*RbreasonOperatorKernelvalue110kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1408input0Elements1408usefulCycles2057physicalWorkCycles2057workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[22, 64, 0]PP b)aoperation.6gemm_f16_init_small_rows_interleaved_k64_c80_r22_r230]:]za2a"aZez*z*z*j**b*RreasonOperatorKernelvalue113kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1760input0Elements1408input1Elements5120usefulCycles1584physicalWorkCycles1760workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]QQ b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2I"IZM:}z*z*zb*RZreasonOperatorKernelvalue114kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1628input0Elements1760input1Elements44invocations1uniformInvocationstruearguments[0, 0, 22]Rj bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( e e e     e  e e eeSS b)aoperation.6gemm_f16_init_small_rows_interleaved_k80_c64_r22_r230]:]za2a"aZez*z*z*j**b*RreasonOperatorKernelvalue117kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1408input0Elements1760input1Elements5120usefulCycles1584physicalWorkCycles1760workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]TT b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2Y"YZ]z*z*j**zb*RbreasonOperatorKernelvalue118kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1408input0Elements1408usefulCycles2057physicalWorkCycles2057workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[22, 64, 0]UU b)aoperation.6gemm_f16_init_small_rows_interleaved_k64_c80_r22_r230]:]za2a"aZez*z*z*j**b*RreasonOperatorKernelvalue121kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1760input0Elements1408input1Elements5120usefulCycles1584physicalWorkCycles1760workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]VV b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2I"IZM:}z*z*zb*RZreasonOperatorKernelvalue122kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1628input0Elements1760input1Elements44invocations1uniformInvocationstruearguments[0, 0, 22]Wv bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( e e e     m  m m mmXX b)aoperation.6gemm_f16_init_small_rows_interleaved_k80_c64_r22_r230]:]za2a"aZez*z*z*j:*b*RreasonOperatorKernelvalue125kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1408input0Elements1760input1Elements2000usefulCycles618.75physicalWorkCycles1760workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]YY b!Uoperation.6attention_softmax_d72_p64_tail_f16,U:UzY2Y"YZ]z*z*j**zb*RbreasonOperatorKernelvalue126kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 25, padded_key_columns: 64 }outputElements1408input0Elements1408usefulCycles1190physicalWorkCycles1258workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[22, 25, 0]ZZ b)aoperation.6gemm_f16_init_small_rows_interleaved_k64_c80_r22_r230]:]za2a"aZez*z*z*j:*b*RreasonOperatorKernelvalue129kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1760input0Elements1408input1Elements2000usefulCycles618.75physicalWorkCycles1760workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[][[ b!operation.6attention_merge_v72_p80_out16_f16(M:MzQ2QQZU2z*z*zz*b*RZreasonOperatorKernelvalue31kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: true }outputElements1584input0Elements1760input1Elements44input2Elements1628invocations1uniformInvocationstruearguments[0, 1, 22]\H bJ7Qgoperation.6exchange :2"b!reasonLayoutRearrangementvalue130invocations1X22VVzz  ..RRvv**NNrr5WTcmm0A`A]]GnGnQpQp}q}qrLrs|sP!"4#d$%3 &3 @'@\1\ݚ3ݚ!|3!GBT4GBDF ,I  I HKL-,N-LOO4hQ4IRIOcLTOcxlUxVWǺXǺqlZq[0\]+_+E`EZaZoPboc 4e fgphi-Tk-'l'==m===Rn=R1jp1jOtqOr_ t__t_S(vSqwq  y ,z4z4uLp|uLa}a={T={t_t_8..CC]]rrX՜Ў՜< broperation.0fill_zero_u64(M:MU2UUZYuzy*yj}}rb*RBreasonLayoutRearrangementvalue4kernelSpecFillZero { offset: 9216, bytes: 2304, padding_only: true }outputElements4608usefulCycles0physicalWorkCycles0workEstimateBasispadding initialization: no useful tensor workinvocations1uniformInvocationstruearguments[48, 0] broperation.0fill_zero_u64(M:MU2UUZYuzy*yj}}rb*RBreasonLayoutRearrangementvalue7kernelSpecFillZero { offset: 2048, bytes: 512, padding_only: true }outputElements3072usefulCycles0physicalWorkCycles0workEstimateBasispadding initialization: no useful tensor workinvocations1uniformInvocationstruearguments[10, 4] broperation.0fill_zero_u64(M:MU2UUZYuzy*yj}}rb*RBreasonLayoutRearrangementvalue7kernelSpecFillZero { offset: 4608, bytes: 512, padding_only: true }outputElements3072usefulCycles0physicalWorkCycles0workEstimateBasispadding initialization: no useful tensor workinvocations1uniformInvocationstruearguments[10, 4] broperation.0fill_zero_u64(M:MU2UUZYuzy*yj}}rb*RBreasonLayoutRearrangementvalue7kernelSpecFillZero { offset: 7168, bytes: 512, padding_only: true }outputElements3072usefulCycles0physicalWorkCycles0workEstimateBasispadding initialization: no useful tensor workinvocations1uniformInvocationstruearguments[10, 4] bJ'Aoperation.0exchange : breasonLayoutRearrangementinvocations1Yaaiiqqyy  !!))1199AAIIQQYYaaiiqqyy  !!))1199AAIIQQYYaaiiqqyy  !!))1199AAIIQQYYaaiiqqyy  !!))1199AAIIQQY&&..66>>FFNNVV^^ffnnvv~~&&..66>>FFNNVV^^ffnnvv~~        & & . . 6 6 > > F F N N V V ^ ^ f f n n v v ~ ~                             ! ! ) ) 1 1 9 9 A A I I Q Q Y Y a a i i q q y y                        ! ! ) ) 1 1 9 9 A A I I Q Q Y  y   y y  y y  y b)aoperation.0gemm_f16_init_small_rows_interleaved_k80_c48_r72_r740]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue8kernelSpecGemm { multiply: F16, accumulate: F16, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 48 }outputElements3456input0Elements4608input1Elements3072usefulCycles3456physicalWorkCycles4320workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]( bJ7Moperation.0exchange :z2breasonOperatorInputsvalue6invocations1  broperation.1fill_zero_u64(M:MU2UUZYuzy*yj}}rb*RBreasonLayoutRearrangementvalue10kernelSpecFillZero { offset: 9216, bytes: 2304, padding_only: true }outputElements4608usefulCycles0physicalWorkCycles0workEstimateBasispadding initialization: no useful tensor workinvocations1uniformInvocationstruearguments[48, 0] broperation.1fill_zero_u64(M:MU2UUZYuzy*yj}}rb*RBreasonLayoutRearrangementvalue13kernelSpecFillZero { offset: 2048, bytes: 512, padding_only: true }outputElements3072usefulCycles0physicalWorkCycles0workEstimateBasispadding initialization: no useful tensor workinvocations1uniformInvocationstruearguments[10, 4]  broperation.1fill_zero_u64(M:MU2UUZYuzy*yj}}rb*RBreasonLayoutRearrangementvalue13kernelSpecFillZero { offset: 4608, bytes: 512, padding_only: true }outputElements3072usefulCycles0physicalWorkCycles0workEstimateBasispadding initialization: no useful tensor workinvocations1uniformInvocationstruearguments[10, 4]  broperation.1fill_zero_u64(M:MU2UUZYuzy*yj}}rb*RBreasonLayoutRearrangementvalue13kernelSpecFillZero { offset: 7168, bytes: 512, padding_only: true }outputElements3072usefulCycles0physicalWorkCycles0workEstimateBasispadding initialization: no useful tensor workinvocations1uniformInvocationstruearguments[10, 4] 8( J'=exchange : breasonLayoutRearrangementinvocations1          % % - - 5 5 = = E E M M U U ] ] e e m m u u } }                        % % - - 5 5 = = E E M M U U ] ] e e m m u u } }                        % % - - 5 5 = = E E M M U U ] ] e e m m u u } }                        % % - - 5 5 = = E E M M U U ] ] e e m m u u } }                     %%--55==EEMMUU]]eemmuu}}  %%--55==EEMMUU]]eemmuu}}  %%--55==EEMMUU]]eemmuu}}  %%--55==EEMMUV^^ffnnvv~~&&..66>>FFNNVV^^ffnnvv~~ !! m m m  b)aoperation.1gemm_f16_init_small_rows_interleaved_k80_c48_r72_r740]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue14kernelSpecGemm { multiply: F16, accumulate: F16, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 48 }outputElements3456input0Elements4608input1Elements3072usefulCycles3456physicalWorkCycles4320workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[] ( bJ7Moperation.1exchange :z2breasonOperatorInputsvalue12invocations1  broperation.2fill_zero_u64(M:MU2UUZYuzy*yj}}rb*RBreasonLayoutRearrangementvalue16kernelSpecFillZero { offset: 9216, bytes: 2304, padding_only: true }outputElements4608usefulCycles0physicalWorkCycles0workEstimateBasispadding initialization: no useful tensor workinvocations1uniformInvocationstruearguments[48, 0] broperation.2fill_zero_u64(M:MU2UUZYuzy*yj}}rb*RBreasonLayoutRearrangementvalue19kernelSpecFillZero { offset: 2048, bytes: 512, padding_only: true }outputElements3072usefulCycles0physicalWorkCycles0workEstimateBasispadding initialization: no useful tensor workinvocations1uniformInvocationstruearguments[10, 4] broperation.2fill_zero_u64(M:MU2UUZYuzy*yj}}rb*RBreasonLayoutRearrangementvalue19kernelSpecFillZero { offset: 4608, bytes: 512, padding_only: true }outputElements3072usefulCycles0physicalWorkCycles0workEstimateBasispadding initialization: no useful tensor workinvocations1uniformInvocationstruearguments[10, 4] broperation.2fill_zero_u64(M:MU2UUZYuzy*yj}}rb*RBreasonLayoutRearrangementvalue19kernelSpecFillZero { offset: 7168, bytes: 512, padding_only: true }outputElements3072usefulCycles0physicalWorkCycles0workEstimateBasispadding initialization: no useful tensor workinvocations1uniformInvocationstruearguments[10, 4] * J'=exchange : breasonLayoutRearrangementinvocations1          % % - - 5 5 = = E E M M U U ] ] e e m m u u } }                        % % - - 5 5 = = E E M M U U ] ] e e m m u u } }                        % % - - 5 5 = = E E M M U U ] ] e e m m u u } }                        % % - - 5 5 = = E E M M U U ] ] e e m m u u } }                     &&..66>>FFNNVV^^ffnnvv~~&&..66>>FFNNVV^^ffnnvv~~&&..66>>FFNNVV^^ffnnvv~~&&..66>>FFNNVV^^ffnnvv~~&&..66>>FFNNVV^^ffnnvv~~ % %  % b)aoperation.2gemm_f16_init_small_rows_interleaved_k80_c48_r72_r740]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue20kernelSpecGemm { multiply: F16, accumulate: F16, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 48 }outputElements3456input0Elements4608input1Elements3072usefulCycles3456physicalWorkCycles4320workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]( bJ7Moperation.2exchange :z2breasonOperatorInputsvalue18invocations1  brwoperation.6fill_zero_u645:5=2==ZA]za*abeem*mRqBreasonLayoutRearrangementvalue32kernelSpecFillZero { offset: 2960, bytes: 720, padding_only: false }outputElements1840invocations1uniformInvocationstruearguments[15, 0] bJ'A7#operation.6exchange : breasonLayoutRearrangementinvocations1UYYaaeemmqqyy}}    !!%%--1199==EEIIQQUU]]aaiimmuuyy  !!))--5599AAEEMMQQYY]]eeiiqquu}}  %%))1155=&&**2266>>BBJJNNVVZZbbffnnrrzz~~  ""&&..22::>>FFJJRRVV^^bbjjnnvvzz  ""**..66::BBFFNNRRZZ^^ffjjrrvv~~EMMQQYY]  ((0088@@HHPPXX``hhppxx         ( ( 0 0 8 8 @ @ H H P P X X ` ` h h p p x x                         ( ( 0 0 8 8 @ @ H H P P X X ` ` h h p p x x                         ( ( 0 0 8 8 @ @ H H P P X X ` ` h h p p x x                         ( ( 0 0 8 8 @ @ H H P P X X ` ` h h p p x x                         ( ( 0 0 8 8 @ @ H H P P X X ` ` h h p p x x                   ##++33;;CCKKSS[[cckkss{{##++33;;CCKKSS[[cckmuu}}muu}}  %%--55==EEMMUU]]eemmuu}}     b-operation.6rearrange_row_major_to_amp_f16_o2_r64_p64_c48_p48_b64x16,U:U]2]]Zaz*z*j* * 1b55=*=RAreasonLayoutRearrangementvalue34kernelSpecRearrange { from: Layout { order: RowMajor, tiling: TensorTiling { tile_count: 1, replicas: 1, axes: [] }, memory_class: Ipu21Standard }, to: Layout { order: BlockMajor(Matrix { row_block: 64, column_block: 16 }), tiling: TensorTiling { tile_count: 48, replicas: 1, axes: [AxisTiling { axis: FromStart(0), partitions: 2, padding_groups: 1, block_size: 1, padding_multiple: 1, shard_padding_multiple: 1, padding: Reject, tile_stride: Some(1) }, AxisTiling { axis: FromStart(1), partitions: 12, padding_groups: 1, block_size: 64, padding_multiple: 64, shard_padding_multiple: 1, padding: Zero, tile_stride: Some(4) }, AxisTiling { axis: FromStart(2), partitions: 2, padding_groups: 1, block_size: 16, padding_multiple: 16, shard_padding_multiple: 1, padding: Zero, tile_stride: Some(2) }] }, memory_class: Ipu21Standard } }outputElements3072input0Elements3072usefulCycles1536physicalWorkCycles1536workEstimateBasisdense copy baseline: 8-byte load + store / 2 issue slotsinvocations1uniformInvocationstruearguments[64, 64, 2, 48, 48, 1]j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     a  a a aa b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue37kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[] b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue38kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0] b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue41kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[] b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM2}z*z*zb*RZreasonOperatorKernelvalue42kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: true, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[1, 0, 23]j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     a  a a aa b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue45kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[] b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue46kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0]  b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue49kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]!! b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM:}z*z*zb*RZreasonOperatorKernelvalue50kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[0, 0, 23]" j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     a  a a aa## b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue53kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]$$ b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue54kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0]%% b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue57kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]&& b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM:}z*z*zb*RZreasonOperatorKernelvalue58kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[0, 0, 23]' j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     a  a a aa(( b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue61kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[])) b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue62kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0]** b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue65kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]++ b! 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padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0]// b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue73kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]00 b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM:}z*z*zb*RZreasonOperatorKernelvalue74kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[0, 0, 23]1 j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     a  a a aa22 b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue77kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]33 b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue78kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0]44 b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue81kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]55 b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM:}z*z*zb*RZreasonOperatorKernelvalue82kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[0, 0, 23]6 j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     a  a a aa77 b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue85kernelSpecGemm { multiply: F16, accumulate: F32, mode: 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b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue94kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0]>> b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue97kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]?? b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM:}z*z*zb*RZreasonOperatorKernelvalue98kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[0, 0, 23]@j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1< ( a ( a ( a     (  a ( ( a a aaAA b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2a"aZez*z*z*j**b*RreasonOperatorKernelvalue101kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]BB b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2Y"YZ]z*z*j**zb*RbreasonOperatorKernelvalue102kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0]CC b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2a"aZez*z*z*j**b*RreasonOperatorKernelvalue105kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]DD b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2I"IZM:}z*z*zb*RZreasonOperatorKernelvalue106kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[0, 0, 23]Ej bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     a  a a aaFF 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peakinvocations1uniformInvocationstruearguments[]NN b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2I"IZM:}z*z*zb*RZreasonOperatorKernelvalue122kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[0, 0, 23]Ov bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     e  e e iiPP b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2a"aZez*z*z*jB*b*RreasonOperatorKernelvalue125kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements2000usefulCycles646.875physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]QQ b!Uoperation.6attention_softmax_d72_p64_tail_f16,U:UzY2Y"YZ]z*z*j**zb*RbreasonOperatorKernelvalue126kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 25, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles1260physicalWorkCycles1332workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 25, 0]RR b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2a"aZez*z*z*jB*b*RreasonOperatorKernelvalue129kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements2000usefulCycles646.875physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]SS b!operation.6attention_merge_v72_p80_out16_f16(M:MzQ2QQZU2z*z*zz*b*RZreasonOperatorKernelvalue31kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: true }outputElements1656input0Elements1840input1Elements46input2Elements1702invocations1uniformInvocationstruearguments[0, 1, 23]TH bJ7Qwoperation.6exchange :2"b!reasonLayoutRearrangementvalue130invocations1\))MMqq22VVzz  ..RRvv tcSSCC3@3CpCoo A0 A]]Sn(SnCoCo3p3p#q#q3s$3s_tT_tuuvv׭׭`()D*t+,- /  40  d1 D2D`<`=-=-=>=BͲ8CͲDFGHWXIWK4JK4'I j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( c c c     c  c c cc?? b)aoperation.6gemm_f16_init_small_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue85kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1408input0Elements1760input1Elements5120usefulCycles1584physicalWorkCycles1760workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]@@ b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue86kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1408input0Elements1408usefulCycles2057physicalWorkCycles2057workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[22, 64, 0]AA b)aoperation.6gemm_f16_init_small_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue89kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1760input0Elements1408input1Elements5120usefulCycles1584physicalWorkCycles1760workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]BB b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM:}z*z*zb*RZreasonOperatorKernelvalue90kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1628input0Elements1760input1Elements44invocations1uniformInvocationstruearguments[0, 0, 22]Cj bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( c c c     c  c c ccDD b)aoperation.6gemm_f16_init_small_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue93kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1408input0Elements1760input1Elements5120usefulCycles1584physicalWorkCycles1760workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]EE b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue94kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1408input0Elements1408usefulCycles2057physicalWorkCycles2057workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[22, 64, 0]FF b)aoperation.6gemm_f16_init_small_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue97kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1760input0Elements1408input1Elements5120usefulCycles1584physicalWorkCycles1760workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]GG b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM:}z*z*zb*RZreasonOperatorKernelvalue98kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1628input0Elements1760input1Elements44invocations1uniformInvocationstruearguments[0, 0, 22]Hj bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( c c c     c  c c ccII b)aoperation.6gemm_f16_init_small_rows_interleaved_k80_c64_r22_r230]:]za2a"aZez*z*z*j**b*RreasonOperatorKernelvalue101kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1408input0Elements1760input1Elements5120usefulCycles1584physicalWorkCycles1760workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]JJ b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2Y"YZ]z*z*j**zb*RbreasonOperatorKernelvalue102kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1408input0Elements1408usefulCycles2057physicalWorkCycles2057workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[22, 64, 0]KK b)aoperation.6gemm_f16_init_small_rows_interleaved_k64_c80_r22_r230]:]za2a"aZez*z*z*j**b*RreasonOperatorKernelvalue105kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1760input0Elements1408input1Elements5120usefulCycles1584physicalWorkCycles1760workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]LL b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2I"IZM:}z*z*zb*RZreasonOperatorKernelvalue106kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1628input0Elements1760input1Elements44invocations1uniformInvocationstruearguments[0, 0, 22]Mj bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( c c c     c  c c ccNN b)aoperation.6gemm_f16_init_small_rows_interleaved_k80_c64_r22_r230]:]za2a"aZez*z*z*j**b*RreasonOperatorKernelvalue109kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1408input0Elements1760input1Elements5120usefulCycles1584physicalWorkCycles1760workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]OO b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2Y"YZ]z*z*j**zb*RbreasonOperatorKernelvalue110kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1408input0Elements1408usefulCycles2057physicalWorkCycles2057workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[22, 64, 0]PP b)aoperation.6gemm_f16_init_small_rows_interleaved_k64_c80_r22_r230]:]za2a"aZez*z*z*j**b*RreasonOperatorKernelvalue113kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1760input0Elements1408input1Elements5120usefulCycles1584physicalWorkCycles1760workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]QQ b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2I"IZM:}z*z*zb*RZreasonOperatorKernelvalue114kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1628input0Elements1760input1Elements44invocations1uniformInvocationstruearguments[0, 0, 22]Rj bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( c c c     c  c c ccSS b)aoperation.6gemm_f16_init_small_rows_interleaved_k80_c64_r22_r230]:]za2a"aZez*z*z*j**b*RreasonOperatorKernelvalue117kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1408input0Elements1760input1Elements5120usefulCycles1584physicalWorkCycles1760workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]TT b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2Y"YZ]z*z*j**zb*RbreasonOperatorKernelvalue118kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1408input0Elements1408usefulCycles2057physicalWorkCycles2057workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[22, 64, 0]UU b)aoperation.6gemm_f16_init_small_rows_interleaved_k64_c80_r22_r230]:]za2a"aZez*z*z*j**b*RreasonOperatorKernelvalue121kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1760input0Elements1408input1Elements5120usefulCycles1584physicalWorkCycles1760workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]VV b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2I"IZM:}z*z*zb*RZreasonOperatorKernelvalue122kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1628input0Elements1760input1Elements44invocations1uniformInvocationstruearguments[0, 0, 22]Wv bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( c c c     g  g g ggXX b)aoperation.6gemm_f16_init_small_rows_interleaved_k80_c64_r22_r230]:]za2a"aZez*z*z*j:*b*RreasonOperatorKernelvalue125kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1408input0Elements1760input1Elements2000usefulCycles618.75physicalWorkCycles1760workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]YY b!Uoperation.6attention_softmax_d72_p64_tail_f16,U:UzY2Y"YZ]z*z*j**zb*RbreasonOperatorKernelvalue126kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 25, padded_key_columns: 64 }outputElements1408input0Elements1408usefulCycles1190physicalWorkCycles1258workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[22, 25, 0]ZZ b)aoperation.6gemm_f16_init_small_rows_interleaved_k64_c80_r22_r230]:]za2a"aZez*z*z*j:*b*RreasonOperatorKernelvalue129kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1760input0Elements1408input1Elements2000usefulCycles618.75physicalWorkCycles1760workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[][[ b!operation.6attention_merge_v72_p80_out16_f16(M:MzQ2QQZU2z*z*zz*b*RZreasonOperatorKernelvalue31kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: true }outputElements1584input0Elements1760input1Elements44input2Elements1628invocations1uniformInvocationstruearguments[0, 1, 22]\H bJ7Qgoperation.6exchange :2"b!reasonLayoutRearrangementvalue130invocations1X&&JJnn""FFjj5YY}}GPc . .`` XY"Y"QQ%((%(d//QdQdssFTF(( D ?|?|aa^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GPc . .`` XY"Y"QQ%((%(d//QdQdssFTF(( D ?|?|aa^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GPc . .`` XY"Y"QQ%((%(d//QdQdssFTF(( D ?|?|aa^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GPc . .`` XY"Y"QQ%((%(d//QdQdssFTF(( D ?|?|aa^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GPi..`` XY"Y"QQ%((%(d//QdQdssFTF(( D ?|?|aa^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GPi..`` XY"Y"QQ%((%(d//QdQdssFTF(( D ?|?|aa^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GPi..`` XY"Y"QQ%((%(d//QdQdssFTF(( D ?|?|aa^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GPi..`` XY"Y"QQ%((%(d//QdQdssFTF(( D ?|?|aa^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GPo..`` X_"_"WW+((+(d55WdWdyyFTF((# D# E|E|gg^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GPo..`` X_"_"WW+((+(d55WdWdyyFTF((# D# E|E|gg^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GPo..`` X_"_"WW+((+(d55WdWdyyFTF((# D# E|E|gg^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GPo..`` X_"_"WW+((+(d55WdWdyyFTF((# D# E|E|gg^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  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b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GPo..`` %X%e"e"]]1((1(d;;]d]dFTF÷÷(() D) K|K|mm^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GPo..`` 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b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GPu..`` %X%e"e"]]1((1(d;;]d]dFTF÷÷(() D) K|K|mm^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  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b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GP{..`` +X+k"k"cc7((7(dAAcdcdFTFɷɷ((  / D/ Q|Q|ss^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GP{..`` +X+k"k"cc7((7(dAAcdcdFTFɷɷ((  / D/ Q|Q|ss^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GP{..`` +X+k"k"cc7((7(dAAcdcdFTFɷɷ((  / D/ Q|Q|ss^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GP{!.!.``   1X1q"q"ii=((=(dGGididFTFϷϷ((5 D5 W|W|yy^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GP{!.!.``   1X1q"q"ii=((=(dGGididFTFϷϷ((5 D5 W|W|yy^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GP{!.!.``   1X1q"q"ii=((=(dGGididFTFϷϷ((5 D5 W|W|yy^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GP{!.!.``   1X1q"q"ii=((=(dGGididFTFϷϷ((5 D5 W|W|yy^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GP'.'.`` 7X7w"w"ooC((C(ÉdÉMMododFTFշշ((; D; ]|]|^^ 4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GP'.'.`` 7X7w"w"ooC((C(ÉdÉMMododFTFշշ((; D; ]|]|^^ 4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GP'.'.`` 7X7w"w"ooC((C(ÉdÉMMododFTFշշ((; D; ]|]|^^ 4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GP'.'.`` 7X7w"w"ooC((C(ÉdÉMMododFTFշշ((; D; ]|]|^^ 4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GP'.'.``   1X1q"q"ii=((=(dGGididFTFϷϷ((5 D5 W|W|yy^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GP'.'.``   1X1q"q"ii=((=(dGGididFTFϷϷ((5 D5 W|W|yy^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GP'.'.``   1X1q"q"ii=((=(dGGididFTFϷϷ((5 D5 W|W|yy^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GP'.'.``   1X1q"q"ii=((=(dGGididFTFϷϷ((5 D5 W|W|yy^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GP{!.!.``   1X1q"q"ii=((=(dGGididFTFϷϷ((5 D5 W|W|yy^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GP{!.!.``   1X1q"q"ii=((=(dGGididFTFϷϷ((5 D5 W|W|yy^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GP{!.!.``   1X1q"q"ii=((=(dGGididFTFϷϷ((5 D5 W|W|yy^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GP{!.!.``   1X1q"q"ii=((=(dGGididFTFϷϷ((5 D5 W|W|yy^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GP{..`` +X+k"k"cc7((7(dAAcdcdFTFɷɷ((  / D/ Q|Q|ss^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GP{..`` +X+k"k"cc7((7(dAAcdcdFTFɷɷ((  / D/ Q|Q|ss^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GP{..`` +X+k"k"cc7((7(dAAcdcdFTFɷɷ((  / D/ Q|Q|ss^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GP{..`` +X+k"k"cc7((7(dAAcdcdFTFɷɷ((  / D/ Q|Q|ss^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GPu..`` %X%e"e"]]1((1(d;;]d]dFTF÷÷(() D) K|K|mm^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GPu..`` %X%e"e"]]1((1(d;;]d]dFTF÷÷(() D) K|K|mm^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GPu..`` %X%e"e"]]1((1(d;;]d]dFTF÷÷(() D) K|K|mm^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GPu..`` %X%e"e"]]1((1(d;;]d]dFTF÷÷(() D) K|K|mm^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GPo..`` %X%e"e"]]1((1(d;;]d]dFTF÷÷(() D) K|K|mm^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GPo..`` %X%e"e"]]1((1(d;;]d]dFTF÷÷(() D) K|K|mm^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GPo..`` %X%e"e"]]1((1(d;;]d]dFTF÷÷(() D) K|K|mm^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GPo..`` %X%e"e"]]1((1(d;;]d]dFTF÷÷(() D) K|K|mm^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GPo..`` X_"_"WW+((+(d55WdWdyyFTF((# D# E|E|gg^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GPo..`` X_"_"WW+((+(d55WdWdyyFTF((# D# E|E|gg^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GPo..`` X_"_"WW+((+(d55WdWdyyFTF((# D# E|E|gg^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GPo..`` X_"_"WW+((+(d55WdWdyyFTF((# D# E|E|gg^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GPi..`` XY"Y"QQ%((%(d//QdQdssFTF(( D ?|?|aa^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GPi..`` XY"Y"QQ%((%(d//QdQdssFTF(( D ?|?|aa^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GPi..`` XY"Y"QQ%((%(d//QdQdssFTF(( D ?|?|aa^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GPi..`` XY"Y"QQ%((%(d//QdQdssFTF(( D ?|?|aa^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130w\cmm@ApA]]GnGnQpQp}q,}qr\rssgg]`!]"D#t$%3 &3 A(A]1]ݚ 3ݚ!3!͞d4͞<5=6= gB gDEG!tH!3I3 KK4(M4INIOc POcx,QxQHSǺTǺq,VqLWWhY+Z+EL\EZl]Zo^o_ ` lbc0de-g-'h'==i===RPj=R1jk1jO4mOn_o__pp_SqSqTsq t u4v4uL0xuLaya={{={4||P~_4_T.p.C܅C]T]rtrۜۜt) broperation.0fill_zero_u64(M:MU2UUZYuzy*yj}}rb*RBreasonLayoutRearrangementvalue4kernelSpecFillZero { offset: 9216, bytes: 2304, padding_only: true }outputElements4608usefulCycles0physicalWorkCycles0workEstimateBasispadding initialization: no useful tensor workinvocations1uniformInvocationstruearguments[48, 0] broperation.0fill_zero_u64(M:MU2UUZYuzy*yj}}rb*RBreasonLayoutRearrangementvalue7kernelSpecFillZero { offset: 2048, bytes: 512, padding_only: true }outputElements3072usefulCycles0physicalWorkCycles0workEstimateBasispadding initialization: no useful tensor workinvocations1uniformInvocationstruearguments[10, 4] broperation.0fill_zero_u64(M:MU2UUZYuzy*yj}}rb*RBreasonLayoutRearrangementvalue7kernelSpecFillZero { offset: 4608, bytes: 512, padding_only: true }outputElements3072usefulCycles0physicalWorkCycles0workEstimateBasispadding initialization: no useful tensor workinvocations1uniformInvocationstruearguments[10, 4] broperation.0fill_zero_u64(M:MU2UUZYuzy*yj}}rb*RBreasonLayoutRearrangementvalue7kernelSpecFillZero { offset: 7168, bytes: 512, padding_only: true }outputElements3072usefulCycles0physicalWorkCycles0workEstimateBasispadding initialization: no useful tensor workinvocations1uniformInvocationstruearguments[10, 4] bJ'Aoperation.0exchange : breasonLayoutRearrangementinvocations1X``hhppxx  ((0088@@HHPPXX``hhppxx  ((0088@@HHPPXX``hhppxx  ((0088@@HHPPXX``hhppxx  ((0088@@HHPPX  %%--55==EEMMUU]]eemmuu}}  %%--55==EEMMUU]]eemmuu}}       % % - - 5 5 = = E E M M U U ] ] e e m m u u } }                              ( ( 0 0 8 8 @ @ H H P P X X ` ` h h p p x x                         ( ( 0 0 8 8 @ @ H H P P X  x   > x x  x x  x b)aoperation.0gemm_f16_init_small_rows_interleaved_k80_c48_r72_r740]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue8kernelSpecGemm { multiply: F16, accumulate: F16, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 48 }outputElements3456input0Elements4608input1Elements3072usefulCycles3456physicalWorkCycles4320workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]( bJ7Moperation.0exchange :z2breasonOperatorInputsvalue6invocations1  broperation.1fill_zero_u64(M:MU2UUZYuzy*yj}}rb*RBreasonLayoutRearrangementvalue10kernelSpecFillZero { offset: 9216, bytes: 2304, padding_only: true }outputElements4608usefulCycles0physicalWorkCycles0workEstimateBasispadding initialization: no useful tensor workinvocations1uniformInvocationstruearguments[48, 0] broperation.1fill_zero_u64(M:MU2UUZYuzy*yj}}rb*RBreasonLayoutRearrangementvalue13kernelSpecFillZero { offset: 2048, bytes: 512, padding_only: true }outputElements3072usefulCycles0physicalWorkCycles0workEstimateBasispadding initialization: no useful tensor workinvocations1uniformInvocationstruearguments[10, 4]  broperation.1fill_zero_u64(M:MU2UUZYuzy*yj}}rb*RBreasonLayoutRearrangementvalue13kernelSpecFillZero { offset: 4608, bytes: 512, padding_only: true }outputElements3072usefulCycles0physicalWorkCycles0workEstimateBasispadding initialization: no useful tensor workinvocations1uniformInvocationstruearguments[10, 4]  broperation.1fill_zero_u64(M:MU2UUZYuzy*yj}}rb*RBreasonLayoutRearrangementvalue13kernelSpecFillZero { offset: 7168, bytes: 512, padding_only: true }outputElements3072usefulCycles0physicalWorkCycles0workEstimateBasispadding initialization: no useful tensor workinvocations1uniformInvocationstruearguments[10, 4] 8( J'=exchange : breasonLayoutRearrangementinvocations1   $ $ , , 4 4 < < D D L L T T \ \ d d l l t t | |                        $ $ , , 4 4 < < D D L L T T \ \ d d l l t t | |                        $ $ , , 4 4 < < D D L L T T \ \ d d l l t t | |                        $ $ , , 4 4 < < D D L L T T \ \ d d l l t t | |                     $$,,44<<DDLLTT\\ddlltt||  $$,,44<<DDLLTT\\ddlltt||  $$,,44<<DDLLTT\\ddlltt||  $$,,44<<DDLLTU]]eemmuu}}  %%--55==EEMMUU]]eemmuu}}   jj j  j j j  j  j  b)aoperation.1gemm_f16_init_small_rows_interleaved_k80_c48_r72_r740]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue14kernelSpecGemm { multiply: F16, accumulate: F16, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 48 }outputElements3456input0Elements4608input1Elements3072usefulCycles3456physicalWorkCycles4320workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[] ( bJ7Moperation.1exchange :z2breasonOperatorInputsvalue12invocations1  broperation.2fill_zero_u64(M:MU2UUZYuzy*yj}}rb*RBreasonLayoutRearrangementvalue16kernelSpecFillZero { offset: 9216, bytes: 2304, padding_only: true }outputElements4608usefulCycles0physicalWorkCycles0workEstimateBasispadding initialization: no useful tensor workinvocations1uniformInvocationstruearguments[48, 0] broperation.2fill_zero_u64(M:MU2UUZYuzy*yj}}rb*RBreasonLayoutRearrangementvalue19kernelSpecFillZero { offset: 2048, bytes: 512, padding_only: true }outputElements3072usefulCycles0physicalWorkCycles0workEstimateBasispadding initialization: no useful tensor workinvocations1uniformInvocationstruearguments[10, 4] broperation.2fill_zero_u64(M:MU2UUZYuzy*yj}}rb*RBreasonLayoutRearrangementvalue19kernelSpecFillZero { offset: 4608, bytes: 512, padding_only: true }outputElements3072usefulCycles0physicalWorkCycles0workEstimateBasispadding initialization: no useful tensor workinvocations1uniformInvocationstruearguments[10, 4] broperation.2fill_zero_u64(M:MU2UUZYuzy*yj}}rb*RBreasonLayoutRearrangementvalue19kernelSpecFillZero { offset: 7168, bytes: 512, padding_only: true }outputElements3072usefulCycles0physicalWorkCycles0workEstimateBasispadding initialization: no useful tensor workinvocations1uniformInvocationstruearguments[10, 4] * J'=exchange : breasonLayoutRearrangementinvocations1   $ $ , , 4 4 < < D D L L T T \ \ d d l l t t | |                        $ $ , , 4 4 < < D D L L T T \ \ d d l l t t | |                        $ $ , , 4 4 < < D D L L T T \ \ d d l l t t | |                        $ $ , , 4 4 < < D D L L T T \ \ d d l l t t | |                       %%--55==EEMMUU]]eemmuu}}  %%--55==EEMMUU]]eemmuu}}  %%--55==EEMMUU]]eemmuu}}  %%--55==EEMMUU]]eemmuu}}  %%--55==EEMMUU]]eemmuu}} oo o  o    4   b)aoperation.2gemm_f16_init_small_rows_interleaved_k80_c48_r72_r740]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue20kernelSpecGemm { multiply: F16, accumulate: F16, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 48 }outputElements3456input0Elements4608input1Elements3072usefulCycles3456physicalWorkCycles4320workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]( bJ7Moperation.2exchange :z2breasonOperatorInputsvalue18invocations1  brwoperation.6fill_zero_u645:5=2==ZA]za*abeem*mRqBreasonLayoutRearrangementvalue32kernelSpecFillZero { offset: 2960, bytes: 720, padding_only: false }outputElements1840invocations1uniformInvocationstruearguments[15, 0] brwoperation.6fill_zero_u645:5=2==ZA]za*abeem*mRqBreasonLayoutRearrangementvalue33kernelSpecFillZero { offset: 528, bytes: 3568, padding_only: false }outputElements2048invocations1uniformInvocationstruearguments[74, 2] brwoperation.6fill_zero_u645:5=2==ZA]za*abeem*mRqBreasonLayoutRearrangementvalue34kernelSpecFillZero { offset: 48, bytes: 4048, padding_only: false }outputElements2048invocations1uniformInvocationstruearguments[84, 2] bJ'A7operation.6exchange : breasonLayoutRearrangementinvocations1<DDHHPPTT\\``hhllttxx  ((,,4488@@DDLLPPXX\\ddhhpptt||  $$((0044<<@@HHLLTTXX``ddllppxx||    $   "#'D L L T T \ \ d d l l t t | |                            ''//77??GGOOWW__ggkkoossww{{CKKOOWW__ggooww  ''//77??GGOOWW__ggooww&&..66>>FFNNVV^^ffnnvv~~&&..66>>FFNNVV^^ffnnvv~~&&..66>>FFNNVV^^ffnnvv~~ b-operation.6rearrange_row_major_to_amp_f16_o2_r64_p64_c32_p32_b64x16,U:U]2]]Zaz*z*j* * 1b55=*=RAreasonLayoutRearrangementvalue34kernelSpecRearrange { from: Layout { order: RowMajor, tiling: TensorTiling { tile_count: 1, replicas: 1, axes: [] }, memory_class: Ipu21Standard }, to: Layout { order: BlockMajor(Matrix { row_block: 64, column_block: 16 }), tiling: TensorTiling { tile_count: 48, replicas: 1, axes: [AxisTiling { axis: FromStart(0), partitions: 2, padding_groups: 1, block_size: 1, padding_multiple: 1, shard_padding_multiple: 1, padding: Reject, tile_stride: Some(1) }, AxisTiling { axis: FromStart(1), partitions: 12, padding_groups: 1, block_size: 64, padding_multiple: 64, shard_padding_multiple: 1, padding: Zero, tile_stride: Some(4) }, AxisTiling { axis: FromStart(2), partitions: 2, padding_groups: 1, block_size: 16, padding_multiple: 16, shard_padding_multiple: 1, padding: Zero, tile_stride: Some(2) }] }, memory_class: Ipu21Standard } }outputElements2048input0Elements2048usefulCycles1024physicalWorkCycles1024workEstimateBasisdense copy baseline: 8-byte load + store / 2 issue slotsinvocations1uniformInvocationstruearguments[64, 64, 2, 32, 32, 1]j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     a  a a aa b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue37kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[] b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue38kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0] b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue41kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[] b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM2}z*z*zb*RZreasonOperatorKernelvalue42kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: true, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[1, 0, 23]j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     a  a a aa  b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue45kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]!! b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue46kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0]"" b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue49kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]## b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM:}z*z*zb*RZreasonOperatorKernelvalue50kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[0, 0, 23]$ j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     a  a a aa%% b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue53kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]&& b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue54kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0]'' b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue57kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[](( b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM:}z*z*zb*RZreasonOperatorKernelvalue58kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[0, 0, 23]) j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     a  a a aa** b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue61kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]++ b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue62kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0],, b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue65kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]-- b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM:}z*z*zb*RZreasonOperatorKernelvalue66kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[0, 0, 23]. j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     a  a a aa// b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue69kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]00 b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue70kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0]11 b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue73kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]22 b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM:}z*z*zb*RZreasonOperatorKernelvalue74kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[0, 0, 23]3 j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     a  a a aa44 b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue77kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]55 b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue78kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0]66 b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue81kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]77 b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM:}z*z*zb*RZreasonOperatorKernelvalue82kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[0, 0, 23]8 j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     a  a a aa99 b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue85kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]:: b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue86kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0];; b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue89kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]<< b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM:}z*z*zb*RZreasonOperatorKernelvalue90kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[0, 0, 23]=j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     a  a a aa>> b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue93kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]?? b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue94kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0]@@ b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue97kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]AA b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM:}z*z*zb*RZreasonOperatorKernelvalue98kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[0, 0, 23]Bj bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1< a a a         a  a a '' aaCC b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2a"aZez*z*z*j**b*RreasonOperatorKernelvalue101kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]DD b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2Y"YZ]z*z*j**zb*RbreasonOperatorKernelvalue102kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0]EE b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2a"aZez*z*z*j**b*RreasonOperatorKernelvalue105kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]FF b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2I"IZM:}z*z*zb*RZreasonOperatorKernelvalue106kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[0, 0, 23]Gj bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     a  a a aaHH b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2a"aZez*z*z*j**b*RreasonOperatorKernelvalue109kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]II b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2Y"YZ]z*z*j**zb*RbreasonOperatorKernelvalue110kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0]JJ b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2a"aZez*z*z*j**b*RreasonOperatorKernelvalue113kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]KK b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2I"IZM:}z*z*zb*RZreasonOperatorKernelvalue114kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[0, 0, 23]Lj bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     a  a a aaMM b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2a"aZez*z*z*j**b*RreasonOperatorKernelvalue117kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]NN b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2Y"YZ]z*z*j**zb*RbreasonOperatorKernelvalue118kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0]OO b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2a"aZez*z*z*j**b*RreasonOperatorKernelvalue121kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]PP b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2I"IZM:}z*z*zb*RZreasonOperatorKernelvalue122kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[0, 0, 23]Qv bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     i  i i qqRR b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2a"aZez*z*z*jB*b*RreasonOperatorKernelvalue125kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements2000usefulCycles646.875physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]SS b!Uoperation.6attention_softmax_d72_p64_tail_f16,U:UzY2Y"YZ]z*z*j**zb*RbreasonOperatorKernelvalue126kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 25, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles1260physicalWorkCycles1332workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 25, 0]TT b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2a"aZez*z*z*jB*b*RreasonOperatorKernelvalue129kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements2000usefulCycles646.875physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]UU b!operation.6attention_merge_v72_p80_out16_f16(M:MzQ2QQZU2z*z*zz*b*RZreasonOperatorKernelvalue31kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: true }outputElements1656input0Elements1840input1Elements46input2Elements1702invocations1uniformInvocationstruearguments[0, 1, 23]VH bJ7Qwoperation.6exchange :2"b!reasonLayoutRearrangementvalue130invocations1\##GGkkCCgg??cc;w\cSSCC33#@#pKCKCA_XA_gg}h<}hmilmi]j]jMkMk=l=lߴ,ߴ'X))*$,T-.L/L hh; h)<)mL=m<$><AͲBͲDtEF HWHWK4(JK4'IK'Ib Mbx,NxyNymHPmIQI,SLTThVk+Wk+ELYEZlZZo[o\]7l_7!`!0ab d Y'eY'C=fC=RPgRihi~4j~{k{ele#pm#nTp q rE4sE49Lu9Latvazwz ygyg[({[7|7 ~,}.H}.YCYC],]rLrhoԈoiLi{ broperation.0fill_zero_u64(M:MU2UUZYuzy*yj}}rb*R:reasonLayoutRearrangementvalue4kernelSpecFillZero { offset: 2272, bytes: 32, padding_only: true }outputElements5680usefulCycles0physicalWorkCycles0workEstimateBasispadding initialization: no useful tensor workinvocations1uniformInvocationstruearguments[0, 4] broperation.0fill_zero_u64(M:MU2UUZYuzy*yj}}rb*R:reasonLayoutRearrangementvalue4kernelSpecFillZero { offset: 4576, bytes: 32, padding_only: true }outputElements5680usefulCycles0physicalWorkCycles0workEstimateBasispadding initialization: no useful tensor workinvocations1uniformInvocationstruearguments[0, 4] broperation.0fill_zero_u64(M:MU2UUZYuzy*yj}}rb*R:reasonLayoutRearrangementvalue4kernelSpecFillZero { offset: 6880, bytes: 32, padding_only: true }outputElements5680usefulCycles0physicalWorkCycles0workEstimateBasispadding initialization: no useful tensor workinvocations1uniformInvocationstruearguments[0, 4] broperation.0fill_zero_u64(M:MU2UUZYuzy*yj}}rb*R:reasonLayoutRearrangementvalue4kernelSpecFillZero { offset: 9184, bytes: 32, padding_only: true }outputElements5680usefulCycles0physicalWorkCycles0workEstimateBasispadding initialization: no useful tensor workinvocations1uniformInvocationstruearguments[0, 4] broperation.0fill_zero_u64(M:MU2UUZYuzy*yj}}rb*R:reasonLayoutRearrangementvalue4kernelSpecFillZero { offset: 11488, bytes: 32, padding_only: true }outputElements5680usefulCycles0physicalWorkCycles0workEstimateBasispadding initialization: no useful tensor workinvocations1uniformInvocationstruearguments[0, 4] bJ'Aoperation.0exchange : breasonLayoutRearrangementinvocations1Zbbjjrrz}  %%--55==EEMMUU]]eemmuu}}''//77??GGOOWX``hhppxx  !!))1199AAIIQQYYaaiiqqyy  ""**22::BBJJRRZZbbjjrrzz  ""**22::BBJJRRZZbbjjrrzz  ""**22::BBJJRRZZbbjjrrzz  ""**22::BBJJRRZZbbjjrrzz  ""**22::BBJJRRZZbbjjrrzz       " " * * 2 2 : : B B J J R R Z Z b b j j r r z z                        ##++33;;CCKKSS[[cckkss{{  ##++33; b)aoperation.0gemm_f16_init_small_rows_interleaved_k80_c48_r72_r740]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue8kernelSpecGemm { multiply: F16, accumulate: F16, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 48 }outputElements3408input0Elements5680input1Elements3840usefulCycles4260physicalWorkCycles4320workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]( bJ7Moperation.0exchange :z2breasonOperatorInputsvalue6invocations1 broperation.1fill_zero_u64(M:MU2UUZYuzy*yj}}rb*R:reasonLayoutRearrangementvalue10kernelSpecFillZero { offset: 2272, bytes: 32, padding_only: true }outputElements5680usefulCycles0physicalWorkCycles0workEstimateBasispadding initialization: no useful tensor workinvocations1uniformInvocationstruearguments[0, 4]  broperation.1fill_zero_u64(M:MU2UUZYuzy*yj}}rb*R:reasonLayoutRearrangementvalue10kernelSpecFillZero { offset: 4576, bytes: 32, padding_only: true }outputElements5680usefulCycles0physicalWorkCycles0workEstimateBasispadding initialization: no useful tensor workinvocations1uniformInvocationstruearguments[0, 4]  broperation.1fill_zero_u64(M:MU2UUZYuzy*yj}}rb*R:reasonLayoutRearrangementvalue10kernelSpecFillZero { offset: 6880, bytes: 32, padding_only: true }outputElements5680usefulCycles0physicalWorkCycles0workEstimateBasispadding initialization: no useful tensor workinvocations1uniformInvocationstruearguments[0, 4]  broperation.1fill_zero_u64(M:MU2UUZYuzy*yj}}rb*R:reasonLayoutRearrangementvalue10kernelSpecFillZero { offset: 9184, bytes: 32, padding_only: true }outputElements5680usefulCycles0physicalWorkCycles0workEstimateBasispadding initialization: no useful tensor workinvocations1uniformInvocationstruearguments[0, 4]  broperation.1fill_zero_u64(M:MU2UUZYuzy*yj}}rb*R:reasonLayoutRearrangementvalue10kernelSpecFillZero { offset: 11488, bytes: 32, padding_only: true }outputElements5680usefulCycles0physicalWorkCycles0workEstimateBasispadding initialization: no useful tensor workinvocations1uniformInvocationstruearguments[0, 4] 8( J'=exchange : breasonLayoutRearrangementinvocations1        & & . . 6 6 > > F F N N V V ^ ^ f f n n v v ~ ~                         & & . . 6 6 > > F F N N V V ^ ^ f f n n v v ~ ~                         & & . . 6 6 > > F F N N V V ^ ^ f f n n v v ~ ~                         & & . . 6 6 > > F F N N V V ^ ^ f f n n v v ~ ~                    ( ( 0 0 8 8 @ @ H H P P X X ` ` h h p p x x                   ((0088@@HHPPXX``hhppxx  ((0088@@HHPPXX``hhppxx  ((0088@@HHPPXX``hhppxx9AAIIQQYYaaiiqqyy  !!))1199AAIIQQYYaaiiqqyy    5! 5!5" 5"5# 5## #$ $% %5&5&=&=&E&E&M&M&U&U&]&]&e&e&m&m&u&u&}&}&&&&&&&&&&&&&&&&&&&&&&&&&&&&&&&&&'' ' '''''%'%'-'-'5'5'='='E'E'M'M'U'U']']'e'e'm'm'u'u'}'}'''''''''''''''''''''''''' b)aoperation.1gemm_f16_init_small_rows_interleaved_k80_c48_r72_r740]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue14kernelSpecGemm { multiply: F16, accumulate: F16, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 48 }outputElements3408input0Elements5680input1Elements3840usefulCycles4260physicalWorkCycles4320workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]( bJ7Moperation.1exchange :z2breasonOperatorInputsvalue12invocations1 broperation.2fill_zero_u64(M:MU2UUZYuzy*yj}}rb*R:reasonLayoutRearrangementvalue16kernelSpecFillZero { offset: 2272, bytes: 32, padding_only: true }outputElements5680usefulCycles0physicalWorkCycles0workEstimateBasispadding initialization: no useful tensor workinvocations1uniformInvocationstruearguments[0, 4] broperation.2fill_zero_u64(M:MU2UUZYuzy*yj}}rb*R:reasonLayoutRearrangementvalue16kernelSpecFillZero { offset: 4576, bytes: 32, padding_only: true }outputElements5680usefulCycles0physicalWorkCycles0workEstimateBasispadding initialization: no useful tensor workinvocations1uniformInvocationstruearguments[0, 4] broperation.2fill_zero_u64(M:MU2UUZYuzy*yj}}rb*R:reasonLayoutRearrangementvalue16kernelSpecFillZero { offset: 6880, bytes: 32, padding_only: true }outputElements5680usefulCycles0physicalWorkCycles0workEstimateBasispadding initialization: no useful tensor workinvocations1uniformInvocationstruearguments[0, 4] broperation.2fill_zero_u64(M:MU2UUZYuzy*yj}}rb*R:reasonLayoutRearrangementvalue16kernelSpecFillZero { offset: 9184, bytes: 32, padding_only: true }outputElements5680usefulCycles0physicalWorkCycles0workEstimateBasispadding initialization: no useful tensor workinvocations1uniformInvocationstruearguments[0, 4] broperation.2fill_zero_u64(M:MU2UUZYuzy*yj}}rb*R:reasonLayoutRearrangementvalue16kernelSpecFillZero { offset: 11488, bytes: 32, padding_only: true }outputElements5680usefulCycles0physicalWorkCycles0workEstimateBasispadding initialization: no useful tensor workinvocations1uniformInvocationstruearguments[0, 4] * J'=exchange : breasonLayoutRearrangementinvocations1                    ! ! ) ) 1 1 9 9 A A I I Q Q Y Y a a i i q q y y                        ! ! ) ) 1 1 9 9 A A I I Q Q Y Y a a i i q q y y                   !!))1199AAIIQQYYaaiiqqyy  !!))1199AAIIQQYYaaiiqqyy  !!))1199AAIIQQYYaaiiqqyy  !!))1199AAIIQQYYaaiiqqyy  !!))1199AAIIQQYYaaiiqqyy  !!))1199AAIIQQYYaaiiqqyy)1199AAIIQQYYaaiiqqyy  !!))1199AAIIQQYYaaiiqqyy ! !" " # # $ $ % %% %& &' ' ( ((((("("(*(*(2(2(:(:(B(B(J(J(R(R(Z(Z(b(b(j(j(r(r(z(z((((((((((((((((((((((((((((((((()) ) )))))")")*)*)2)2):):)B)B)J)J)R)R)Z)Z)b)b)j)j)r)r)z)z)))))))))))))))) b)aoperation.2gemm_f16_init_small_rows_interleaved_k80_c48_r72_r740]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue20kernelSpecGemm { multiply: F16, accumulate: F16, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 48 }outputElements3408input0Elements5680input1Elements3840usefulCycles4260physicalWorkCycles4320workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]( bJ7Moperation.2exchange :z2breasonOperatorInputsvalue18invocations1 brwoperation.6fill_zero_u645:5=2==ZA]za*abeem*mRqBreasonLayoutRearrangementvalue32kernelSpecFillZero { offset: 2832, bytes: 688, padding_only: false }outputElements1760invocations1uniformInvocationstruearguments[14, 2] bJ'Aoperation.6exchange : breasonLayoutRearrangementinvocations1  !!))1199AAIIQQYYaaiiqqyy  !!))1199AAIIQQYYaaiiqqyy  !!))1199AAEEIIMMQQUUYY]]aaeeiimmqquuyy}}j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( e e e     e  e e ee b)aoperation.6gemm_f16_init_small_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue37kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1408input0Elements1760input1Elements5120usefulCycles1584physicalWorkCycles1760workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[] b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue38kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1408input0Elements1408usefulCycles2057physicalWorkCycles2057workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[22, 64, 0] b)aoperation.6gemm_f16_init_small_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue41kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1760input0Elements1408input1Elements5120usefulCycles1584physicalWorkCycles1760workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[] b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM2}z*z*zb*RZreasonOperatorKernelvalue42kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: true, final_block: false }outputElements1628input0Elements1760input1Elements44invocations1uniformInvocationstruearguments[1, 0, 22]j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( e e e     e  e e ee  b)aoperation.6gemm_f16_init_small_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue45kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1408input0Elements1760input1Elements5120usefulCycles1584physicalWorkCycles1760workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]!! b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue46kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1408input0Elements1408usefulCycles2057physicalWorkCycles2057workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[22, 64, 0]"" b)aoperation.6gemm_f16_init_small_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue49kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1760input0Elements1408input1Elements5120usefulCycles1584physicalWorkCycles1760workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]## b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM:}z*z*zb*RZreasonOperatorKernelvalue50kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1628input0Elements1760input1Elements44invocations1uniformInvocationstruearguments[0, 0, 22]$ j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( e e e     e  e e ee%% b)aoperation.6gemm_f16_init_small_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue53kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1408input0Elements1760input1Elements5120usefulCycles1584physicalWorkCycles1760workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]&& b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue54kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1408input0Elements1408usefulCycles2057physicalWorkCycles2057workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[22, 64, 0]'' b)aoperation.6gemm_f16_init_small_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue57kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1760input0Elements1408input1Elements5120usefulCycles1584physicalWorkCycles1760workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[](( b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM:}z*z*zb*RZreasonOperatorKernelvalue58kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1628input0Elements1760input1Elements44invocations1uniformInvocationstruearguments[0, 0, 22]) j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( e e e     e  e e ee** b)aoperation.6gemm_f16_init_small_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue61kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1408input0Elements1760input1Elements5120usefulCycles1584physicalWorkCycles1760workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]++ b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue62kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1408input0Elements1408usefulCycles2057physicalWorkCycles2057workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[22, 64, 0],, b)aoperation.6gemm_f16_init_small_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue65kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1760input0Elements1408input1Elements5120usefulCycles1584physicalWorkCycles1760workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]-- b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM:}z*z*zb*RZreasonOperatorKernelvalue66kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1628input0Elements1760input1Elements44invocations1uniformInvocationstruearguments[0, 0, 22]. j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( e e e     e  e e ee// b)aoperation.6gemm_f16_init_small_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue69kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1408input0Elements1760input1Elements5120usefulCycles1584physicalWorkCycles1760workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]00 b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue70kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1408input0Elements1408usefulCycles2057physicalWorkCycles2057workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[22, 64, 0]11 b)aoperation.6gemm_f16_init_small_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue73kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1760input0Elements1408input1Elements5120usefulCycles1584physicalWorkCycles1760workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]22 b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM:}z*z*zb*RZreasonOperatorKernelvalue74kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1628input0Elements1760input1Elements44invocations1uniformInvocationstruearguments[0, 0, 22]3 j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( e e e     e  e e ee44 b)aoperation.6gemm_f16_init_small_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue77kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1408input0Elements1760input1Elements5120usefulCycles1584physicalWorkCycles1760workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]55 b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue78kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1408input0Elements1408usefulCycles2057physicalWorkCycles2057workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[22, 64, 0]66 b)aoperation.6gemm_f16_init_small_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue81kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1760input0Elements1408input1Elements5120usefulCycles1584physicalWorkCycles1760workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]77 b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM:}z*z*zb*RZreasonOperatorKernelvalue82kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1628input0Elements1760input1Elements44invocations1uniformInvocationstruearguments[0, 0, 22]8 j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( e e e     e  e e ee99 b)aoperation.6gemm_f16_init_small_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue85kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1408input0Elements1760input1Elements5120usefulCycles1584physicalWorkCycles1760workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]:: b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue86kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1408input0Elements1408usefulCycles2057physicalWorkCycles2057workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[22, 64, 0];; b)aoperation.6gemm_f16_init_small_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue89kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1760input0Elements1408input1Elements5120usefulCycles1584physicalWorkCycles1760workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]<< b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM:}z*z*zb*RZreasonOperatorKernelvalue90kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1628input0Elements1760input1Elements44invocations1uniformInvocationstruearguments[0, 0, 22]=j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( e e e     e  e e ee>> b)aoperation.6gemm_f16_init_small_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue93kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1408input0Elements1760input1Elements5120usefulCycles1584physicalWorkCycles1760workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]?? b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue94kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1408input0Elements1408usefulCycles2057physicalWorkCycles2057workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[22, 64, 0]@@ b)aoperation.6gemm_f16_init_small_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue97kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1760input0Elements1408input1Elements5120usefulCycles1584physicalWorkCycles1760workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]AA b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM:}z*z*zb*RZreasonOperatorKernelvalue98kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1628input0Elements1760input1Elements44invocations1uniformInvocationstruearguments[0, 0, 22]Bj bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( e e e     e  e e eeCC b)aoperation.6gemm_f16_init_small_rows_interleaved_k80_c64_r22_r230]:]za2a"aZez*z*z*j**b*RreasonOperatorKernelvalue101kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1408input0Elements1760input1Elements5120usefulCycles1584physicalWorkCycles1760workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]DD b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2Y"YZ]z*z*j**zb*RbreasonOperatorKernelvalue102kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1408input0Elements1408usefulCycles2057physicalWorkCycles2057workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[22, 64, 0]EE b)aoperation.6gemm_f16_init_small_rows_interleaved_k64_c80_r22_r230]:]za2a"aZez*z*z*j**b*RreasonOperatorKernelvalue105kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1760input0Elements1408input1Elements5120usefulCycles1584physicalWorkCycles1760workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]FF b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2I"IZM:}z*z*zb*RZreasonOperatorKernelvalue106kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1628input0Elements1760input1Elements44invocations1uniformInvocationstruearguments[0, 0, 22]Gj bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( e e e     e  e e eeHH b)aoperation.6gemm_f16_init_small_rows_interleaved_k80_c64_r22_r230]:]za2a"aZez*z*z*j**b*RreasonOperatorKernelvalue109kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1408input0Elements1760input1Elements5120usefulCycles1584physicalWorkCycles1760workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]II b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2Y"YZ]z*z*j**zb*RbreasonOperatorKernelvalue110kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1408input0Elements1408usefulCycles2057physicalWorkCycles2057workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[22, 64, 0]JJ b)aoperation.6gemm_f16_init_small_rows_interleaved_k64_c80_r22_r230]:]za2a"aZez*z*z*j**b*RreasonOperatorKernelvalue113kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1760input0Elements1408input1Elements5120usefulCycles1584physicalWorkCycles1760workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]KK b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2I"IZM:}z*z*zb*RZreasonOperatorKernelvalue114kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1628input0Elements1760input1Elements44invocations1uniformInvocationstruearguments[0, 0, 22]Lj bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( e e e     e  e e eeMM b)aoperation.6gemm_f16_init_small_rows_interleaved_k80_c64_r22_r230]:]za2a"aZez*z*z*j**b*RreasonOperatorKernelvalue117kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1408input0Elements1760input1Elements5120usefulCycles1584physicalWorkCycles1760workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]NN b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2Y"YZ]z*z*j**zb*RbreasonOperatorKernelvalue118kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1408input0Elements1408usefulCycles2057physicalWorkCycles2057workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[22, 64, 0]OO b)aoperation.6gemm_f16_init_small_rows_interleaved_k64_c80_r22_r230]:]za2a"aZez*z*z*j**b*RreasonOperatorKernelvalue121kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1760input0Elements1408input1Elements5120usefulCycles1584physicalWorkCycles1760workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]PP b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2I"IZM:}z*z*zb*RZreasonOperatorKernelvalue122kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1628input0Elements1760input1Elements44invocations1uniformInvocationstruearguments[0, 0, 22]Qv bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( e e e     m  m m mmRR b)aoperation.6gemm_f16_init_small_rows_interleaved_k80_c64_r22_r230]:]za2a"aZez*z*z*j:*b*RreasonOperatorKernelvalue125kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1408input0Elements1760input1Elements2000usefulCycles618.75physicalWorkCycles1760workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]SS b!Uoperation.6attention_softmax_d72_p64_tail_f16,U:UzY2Y"YZ]z*z*j**zb*RbreasonOperatorKernelvalue126kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 25, padded_key_columns: 64 }outputElements1408input0Elements1408usefulCycles1190physicalWorkCycles1258workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[22, 25, 0]TT b)aoperation.6gemm_f16_init_small_rows_interleaved_k64_c80_r22_r230]:]za2a"aZez*z*z*j:*b*RreasonOperatorKernelvalue129kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1760input0Elements1408input1Elements2000usefulCycles618.75physicalWorkCycles1760workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]UU b!operation.6attention_merge_v72_p80_out16_f16(M:MzQ2QQZU2z*z*zz*b*RZreasonOperatorKernelvalue31kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: true }outputElements1584input0Elements1760input1Elements44input2Elements1628invocations1uniformInvocationstruearguments[0, 1, 22]VH bJ7Qgoperation.6exchange :2"b!reasonLayoutRearrangementvalue130invocations1Xs''KKoo##GGkkCCggw\cmm@ApA]]GnGnQpQp}q,}qr\rss`!"D#t$%3 &3 #F(#Fb1bݚ 3ݚ!3!͞d4͞<57C67C1mB1mDEG!tH!3I3 KK4(M4INIOc POcx,QxQHSǺTǺq,VqLWWhY+Z+EL\EZl]Zo^o_ ` lbc0de-g-'h'==i===RPj=R1jk1jO4mOn_o__pp_SqSqTsq t u4v4uL0xuLaya={{={4||P~_4_T.p.C܅C]T]rtr՜՜te broperation.0fill_zero_u64(M:MU2UUZYuzy*yj}}rb*RBreasonLayoutRearrangementvalue4kernelSpecFillZero { offset: 9216, bytes: 2304, padding_only: true }outputElements4608usefulCycles0physicalWorkCycles0workEstimateBasispadding initialization: no useful tensor workinvocations1uniformInvocationstruearguments[48, 0] broperation.0fill_zero_u64(M:MU2UUZYuzy*yj}}rb*RBreasonLayoutRearrangementvalue7kernelSpecFillZero { offset: 2048, bytes: 512, padding_only: true }outputElements3072usefulCycles0physicalWorkCycles0workEstimateBasispadding initialization: no useful tensor workinvocations1uniformInvocationstruearguments[10, 4] broperation.0fill_zero_u64(M:MU2UUZYuzy*yj}}rb*RBreasonLayoutRearrangementvalue7kernelSpecFillZero { offset: 4608, bytes: 512, padding_only: true }outputElements3072usefulCycles0physicalWorkCycles0workEstimateBasispadding initialization: no useful tensor workinvocations1uniformInvocationstruearguments[10, 4] broperation.0fill_zero_u64(M:MU2UUZYuzy*yj}}rb*RBreasonLayoutRearrangementvalue7kernelSpecFillZero { offset: 7168, bytes: 512, padding_only: true }outputElements3072usefulCycles0physicalWorkCycles0workEstimateBasispadding initialization: no useful tensor workinvocations1uniformInvocationstruearguments[10, 4] bJ'Aoperation.0exchange : breasonLayoutRearrangementinvocations1Yaaiiqqyy  !!))1199AAIIQQYYaaiiqqyy  !!))1199AAIIQQYYaaiiqqyy  !!))1199AAIIQQYYaaiiqqyy  !!))1199AAIIQQY&&..66>>FFNNVV^^ffnnvv~~&&..66>>FFNNVV^^ffnnvv~~        & & . . 6 6 > > F F N N V V ^ ^ f f n n v v ~ ~                             ! ! ) ) 1 1 9 9 A A I I Q Q Y Y a a i i q q y y                        ! ! ) ) 1 1 9 9 A A I I Q Q Y  y   MM y y  y y  y b)aoperation.0gemm_f16_init_small_rows_interleaved_k80_c48_r72_r740]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue8kernelSpecGemm { multiply: F16, accumulate: F16, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 48 }outputElements3456input0Elements4608input1Elements3072usefulCycles3456physicalWorkCycles4320workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]( bJ7Moperation.0exchange :z2breasonOperatorInputsvalue6invocations1  broperation.1fill_zero_u64(M:MU2UUZYuzy*yj}}rb*RBreasonLayoutRearrangementvalue10kernelSpecFillZero { offset: 9216, bytes: 2304, padding_only: true }outputElements4608usefulCycles0physicalWorkCycles0workEstimateBasispadding initialization: no useful tensor workinvocations1uniformInvocationstruearguments[48, 0] broperation.1fill_zero_u64(M:MU2UUZYuzy*yj}}rb*RBreasonLayoutRearrangementvalue13kernelSpecFillZero { offset: 2048, bytes: 512, padding_only: true }outputElements3072usefulCycles0physicalWorkCycles0workEstimateBasispadding initialization: no useful tensor workinvocations1uniformInvocationstruearguments[10, 4]  broperation.1fill_zero_u64(M:MU2UUZYuzy*yj}}rb*RBreasonLayoutRearrangementvalue13kernelSpecFillZero { offset: 4608, bytes: 512, padding_only: true }outputElements3072usefulCycles0physicalWorkCycles0workEstimateBasispadding initialization: no useful tensor workinvocations1uniformInvocationstruearguments[10, 4]  broperation.1fill_zero_u64(M:MU2UUZYuzy*yj}}rb*RBreasonLayoutRearrangementvalue13kernelSpecFillZero { offset: 7168, bytes: 512, padding_only: true }outputElements3072usefulCycles0physicalWorkCycles0workEstimateBasispadding initialization: no useful tensor workinvocations1uniformInvocationstruearguments[10, 4] 8( J'=exchange : breasonLayoutRearrangementinvocations1   % % - - 5 5 = = E E M M U U ] ] e e m m u u } }                        % % - - 5 5 = = E E M M U U ] ] e e m m u u } }                        % % - - 5 5 = = E E M M U U ] ] e e m m u u } }                        % % - - 5 5 = = E E M M U U ] ] e e m m u u } }                     %%--55==EEMMUU]]eemmuu}}  %%--55==EEMMUU]]eemmuu}}  %%--55==EEMMUU]]eemmuu}}  %%--55==EEMMUV^^ffnnvv~~&&..66>>FFNNVV^^ffnnvv~~ Z ZZ Z Z ZZ Z Z ZZ  Z !  b)aoperation.1gemm_f16_init_small_rows_interleaved_k80_c48_r72_r740]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue14kernelSpecGemm { multiply: F16, accumulate: F16, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 48 }outputElements3456input0Elements4608input1Elements3072usefulCycles3456physicalWorkCycles4320workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[] ( bJ7Moperation.1exchange :z2breasonOperatorInputsvalue12invocations1  broperation.2fill_zero_u64(M:MU2UUZYuzy*yj}}rb*RBreasonLayoutRearrangementvalue16kernelSpecFillZero { offset: 9216, bytes: 2304, padding_only: true }outputElements4608usefulCycles0physicalWorkCycles0workEstimateBasispadding initialization: no useful tensor workinvocations1uniformInvocationstruearguments[48, 0] broperation.2fill_zero_u64(M:MU2UUZYuzy*yj}}rb*RBreasonLayoutRearrangementvalue19kernelSpecFillZero { offset: 2048, bytes: 512, padding_only: true }outputElements3072usefulCycles0physicalWorkCycles0workEstimateBasispadding initialization: no useful tensor workinvocations1uniformInvocationstruearguments[10, 4] broperation.2fill_zero_u64(M:MU2UUZYuzy*yj}}rb*RBreasonLayoutRearrangementvalue19kernelSpecFillZero { offset: 4608, bytes: 512, padding_only: true }outputElements3072usefulCycles0physicalWorkCycles0workEstimateBasispadding initialization: no useful tensor workinvocations1uniformInvocationstruearguments[10, 4] broperation.2fill_zero_u64(M:MU2UUZYuzy*yj}}rb*RBreasonLayoutRearrangementvalue19kernelSpecFillZero { offset: 7168, bytes: 512, padding_only: true }outputElements3072usefulCycles0physicalWorkCycles0workEstimateBasispadding initialization: no useful tensor workinvocations1uniformInvocationstruearguments[10, 4] * J'=exchange : breasonLayoutRearrangementinvocations1   % % - - 5 5 = = E E M M U U ] ] e e m m u u } }                        % % - - 5 5 = = E E M M U U ] ] e e m m u u } }                        % % - - 5 5 = = E E M M U U ] ] e e m m u u } }                        % % - - 5 5 = = E E M M U U ] ] e e m m u u } }                     &&..66>>FFNNVV^^ffnnvv~~&&..66>>FFNNVV^^ffnnvv~~&&..66>>FFNNVV^^ffnnvv~~&&..66>>FFNNVV^^ffnnvv~~&&..66>>FFNNVV^^ffnnvv~~ o  o o  o  o  ! !o" "# b)aoperation.2gemm_f16_init_small_rows_interleaved_k80_c48_r72_r740]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue20kernelSpecGemm { multiply: F16, accumulate: F16, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 48 }outputElements3456input0Elements4608input1Elements3072usefulCycles3456physicalWorkCycles4320workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]( bJ7Moperation.2exchange :z2breasonOperatorInputsvalue18invocations1  brwoperation.6fill_zero_u645:5=2==ZA]za*abeem*mRqBreasonLayoutRearrangementvalue32kernelSpecFillZero { offset: 2960, bytes: 720, padding_only: false }outputElements1840invocations1uniformInvocationstruearguments[15, 0] brwoperation.6fill_zero_u645:5=2==ZA]za*abeem*mRqBreasonLayoutRearrangementvalue33kernelSpecFillZero { offset: 528, bytes: 3568, padding_only: false }outputElements2048invocations1uniformInvocationstruearguments[74, 2] brwoperation.6fill_zero_u645:5=2==ZA]za*abeem*mRqBreasonLayoutRearrangementvalue34kernelSpecFillZero { offset: 48, bytes: 4048, padding_only: false }outputElements2048invocations1uniformInvocationstruearguments[84, 2] bJ'A7operation.6exchange : breasonLayoutRearrangementinvocations1W[''++3377??CCKKOOWW[[ccggooss{{  ##''//33;;??GGKKSSWW__cckkooww{{  ##++//77;;CCGGOOSS[[__ggkkssww?GGOOSSW-1199==E         $$,,44<<DDLLTT\\``ddhhllppttxx||    $$((,,004488<<@@DFNNVV^^ffnnvv~~&&..66>>FFNNVV^^ffnnvv~~  ""**22::BBJJRRZZbbjjrrzz  ""**22::BBJJRRZZbbjjrrzz  ""**22::BBJJRRZZbbjjrrzz   b-operation.6rearrange_row_major_to_amp_f16_o2_r64_p64_c32_p32_b64x16,U:U]2]]Zaz*z*j* * 1b55=*=RAreasonLayoutRearrangementvalue34kernelSpecRearrange { from: Layout { order: RowMajor, tiling: TensorTiling { tile_count: 1, replicas: 1, axes: [] }, memory_class: Ipu21Standard }, to: Layout { order: BlockMajor(Matrix { row_block: 64, column_block: 16 }), tiling: TensorTiling { tile_count: 48, replicas: 1, axes: [AxisTiling { axis: FromStart(0), partitions: 2, padding_groups: 1, block_size: 1, padding_multiple: 1, shard_padding_multiple: 1, padding: Reject, tile_stride: Some(1) }, AxisTiling { axis: FromStart(1), partitions: 12, padding_groups: 1, block_size: 64, padding_multiple: 64, shard_padding_multiple: 1, padding: Zero, tile_stride: Some(4) }, AxisTiling { axis: FromStart(2), partitions: 2, padding_groups: 1, block_size: 16, padding_multiple: 16, shard_padding_multiple: 1, padding: Zero, tile_stride: Some(2) }] }, memory_class: Ipu21Standard } }outputElements2048input0Elements2048usefulCycles1024physicalWorkCycles1024workEstimateBasisdense copy baseline: 8-byte load + store / 2 issue slotsinvocations1uniformInvocationstruearguments[64, 64, 2, 32, 32, 1]j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     a  a a aa b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue37kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[] b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue38kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0] b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue41kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[] b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM2}z*z*zb*RZreasonOperatorKernelvalue42kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: true, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[1, 0, 23]j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     a  a a aa  b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue45kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]!! b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue46kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0]"" b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue49kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]## b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM:}z*z*zb*RZreasonOperatorKernelvalue50kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[0, 0, 23]$ j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     a  a a aa%% b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue53kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]&& b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue54kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0]'' b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue57kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[](( b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM:}z*z*zb*RZreasonOperatorKernelvalue58kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[0, 0, 23]) j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     a  a a aa** b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue61kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]++ b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue62kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0],, b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue65kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]-- b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM:}z*z*zb*RZreasonOperatorKernelvalue66kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[0, 0, 23]. j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     a  a a aa// b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue69kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]00 b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue70kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0]11 b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue73kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]22 b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM:}z*z*zb*RZreasonOperatorKernelvalue74kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[0, 0, 23]3 j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     a  a a aa44 b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue77kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]55 b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue78kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0]66 b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue81kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]77 b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM:}z*z*zb*RZreasonOperatorKernelvalue82kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[0, 0, 23]8 j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     a  a a aa99 b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue85kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]:: b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue86kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0];; b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue89kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]<< b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM:}z*z*zb*RZreasonOperatorKernelvalue90kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[0, 0, 23]=j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     a  a a aa>> b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue93kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]?? b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue94kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0]@@ b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue97kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]AA b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM:}z*z*zb*RZreasonOperatorKernelvalue98kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[0, 0, 23]Bj bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1< a a a         a  a a && aaCC b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2a"aZez*z*z*j**b*RreasonOperatorKernelvalue101kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]DD b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2Y"YZ]z*z*j**zb*RbreasonOperatorKernelvalue102kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0]EE b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2a"aZez*z*z*j**b*RreasonOperatorKernelvalue105kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]FF b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2I"IZM:}z*z*zb*RZreasonOperatorKernelvalue106kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[0, 0, 23]Gj bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     a  a a aaHH b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2a"aZez*z*z*j**b*RreasonOperatorKernelvalue109kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]II b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2Y"YZ]z*z*j**zb*RbreasonOperatorKernelvalue110kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0]JJ b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2a"aZez*z*z*j**b*RreasonOperatorKernelvalue113kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]KK b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2I"IZM:}z*z*zb*RZreasonOperatorKernelvalue114kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[0, 0, 23]Lj bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     a  a a aaMM b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2a"aZez*z*z*j**b*RreasonOperatorKernelvalue117kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]NN b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2Y"YZ]z*z*j**zb*RbreasonOperatorKernelvalue118kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0]OO b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2a"aZez*z*z*j**b*RreasonOperatorKernelvalue121kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]PP b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2I"IZM:}z*z*zb*RZreasonOperatorKernelvalue122kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[0, 0, 23]Qv bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     e  e e iiRR b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2a"aZez*z*z*jB*b*RreasonOperatorKernelvalue125kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements2000usefulCycles646.875physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]SS b!Uoperation.6attention_softmax_d72_p64_tail_f16,U:UzY2Y"YZ]z*z*j**zb*RbreasonOperatorKernelvalue126kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 25, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles1260physicalWorkCycles1332workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 25, 0]TT b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2a"aZez*z*z*jB*b*RreasonOperatorKernelvalue129kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements2000usefulCycles646.875physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]UU b!operation.6attention_merge_v72_p80_out16_f16(M:MzQ2QQZU2z*z*zz*b*RZreasonOperatorKernelvalue31kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: true }outputElements1656input0Elements1840input1Elements46input2Elements1702invocations1uniformInvocationstruearguments[0, 1, 23]VH bJ7Qwoperation.6exchange :2"b!reasonLayoutRearrangementvalue130invocations1\;__77[[33WW{{  //SSwtcSSCC3@3CpCoo A0 A]]Mn(Mn=o=o-p-pqq-s$-sYtTYtuuvv`()D*t+{,{- /  40  d1 @2@[<[='='B>BBͲ8CͲDFGHWXIWK4JK4'I j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( c c c     c  c c cc?? b)aoperation.6gemm_f16_init_small_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue85kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1408input0Elements1760input1Elements5120usefulCycles1584physicalWorkCycles1760workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]@@ b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue86kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1408input0Elements1408usefulCycles2057physicalWorkCycles2057workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[22, 64, 0]AA b)aoperation.6gemm_f16_init_small_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue89kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1760input0Elements1408input1Elements5120usefulCycles1584physicalWorkCycles1760workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]BB b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM:}z*z*zb*RZreasonOperatorKernelvalue90kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1628input0Elements1760input1Elements44invocations1uniformInvocationstruearguments[0, 0, 22]Cj bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( c c c     c  c c ccDD b)aoperation.6gemm_f16_init_small_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue93kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1408input0Elements1760input1Elements5120usefulCycles1584physicalWorkCycles1760workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]EE b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue94kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1408input0Elements1408usefulCycles2057physicalWorkCycles2057workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[22, 64, 0]FF b)aoperation.6gemm_f16_init_small_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue97kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1760input0Elements1408input1Elements5120usefulCycles1584physicalWorkCycles1760workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]GG b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM:}z*z*zb*RZreasonOperatorKernelvalue98kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1628input0Elements1760input1Elements44invocations1uniformInvocationstruearguments[0, 0, 22]Hj bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( c c c     c  c c ccII b)aoperation.6gemm_f16_init_small_rows_interleaved_k80_c64_r22_r230]:]za2a"aZez*z*z*j**b*RreasonOperatorKernelvalue101kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1408input0Elements1760input1Elements5120usefulCycles1584physicalWorkCycles1760workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]JJ b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2Y"YZ]z*z*j**zb*RbreasonOperatorKernelvalue102kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1408input0Elements1408usefulCycles2057physicalWorkCycles2057workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[22, 64, 0]KK b)aoperation.6gemm_f16_init_small_rows_interleaved_k64_c80_r22_r230]:]za2a"aZez*z*z*j**b*RreasonOperatorKernelvalue105kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1760input0Elements1408input1Elements5120usefulCycles1584physicalWorkCycles1760workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]LL b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2I"IZM:}z*z*zb*RZreasonOperatorKernelvalue106kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1628input0Elements1760input1Elements44invocations1uniformInvocationstruearguments[0, 0, 22]Mj bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( c c c     c  c c ccNN b)aoperation.6gemm_f16_init_small_rows_interleaved_k80_c64_r22_r230]:]za2a"aZez*z*z*j**b*RreasonOperatorKernelvalue109kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1408input0Elements1760input1Elements5120usefulCycles1584physicalWorkCycles1760workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]OO b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2Y"YZ]z*z*j**zb*RbreasonOperatorKernelvalue110kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1408input0Elements1408usefulCycles2057physicalWorkCycles2057workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[22, 64, 0]PP b)aoperation.6gemm_f16_init_small_rows_interleaved_k64_c80_r22_r230]:]za2a"aZez*z*z*j**b*RreasonOperatorKernelvalue113kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1760input0Elements1408input1Elements5120usefulCycles1584physicalWorkCycles1760workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]QQ b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2I"IZM:}z*z*zb*RZreasonOperatorKernelvalue114kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1628input0Elements1760input1Elements44invocations1uniformInvocationstruearguments[0, 0, 22]Rj bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( c c c     c  c c ccSS b)aoperation.6gemm_f16_init_small_rows_interleaved_k80_c64_r22_r230]:]za2a"aZez*z*z*j**b*RreasonOperatorKernelvalue117kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1408input0Elements1760input1Elements5120usefulCycles1584physicalWorkCycles1760workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]TT b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2Y"YZ]z*z*j**zb*RbreasonOperatorKernelvalue118kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1408input0Elements1408usefulCycles2057physicalWorkCycles2057workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[22, 64, 0]UU b)aoperation.6gemm_f16_init_small_rows_interleaved_k64_c80_r22_r230]:]za2a"aZez*z*z*j**b*RreasonOperatorKernelvalue121kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1760input0Elements1408input1Elements5120usefulCycles1584physicalWorkCycles1760workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]VV b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2I"IZM:}z*z*zb*RZreasonOperatorKernelvalue122kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1628input0Elements1760input1Elements44invocations1uniformInvocationstruearguments[0, 0, 22]Wv bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( c c c     g  g g ggXX b)aoperation.6gemm_f16_init_small_rows_interleaved_k80_c64_r22_r230]:]za2a"aZez*z*z*j:*b*RreasonOperatorKernelvalue125kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1408input0Elements1760input1Elements2000usefulCycles618.75physicalWorkCycles1760workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]YY b!Uoperation.6attention_softmax_d72_p64_tail_f16,U:UzY2Y"YZ]z*z*j**zb*RbreasonOperatorKernelvalue126kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 25, padded_key_columns: 64 }outputElements1408input0Elements1408usefulCycles1190physicalWorkCycles1258workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[22, 25, 0]ZZ b)aoperation.6gemm_f16_init_small_rows_interleaved_k64_c80_r22_r230]:]za2a"aZez*z*z*j:*b*RreasonOperatorKernelvalue129kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1760input0Elements1408input1Elements2000usefulCycles618.75physicalWorkCycles1760workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[][[ b!operation.6attention_merge_v72_p80_out16_f16(M:MzQ2QQZU2z*z*zz*b*RZreasonOperatorKernelvalue31kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: true }outputElements1584input0Elements1760input1Elements44input2Elements1628invocations1uniformInvocationstruearguments[0, 1, 22]\H bJ7Qgoperation.6exchange :2"b!reasonLayoutRearrangementvalue130invocations1X??cc;;__77[[GPc . .`` XY"Y"QQ%((%(d//QdQdssFTF(( D ?|?|aa^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GPc . .`` XY"Y"QQ%((%(d//QdQdssFTF(( D ?|?|aa^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GPc . .`` XY"Y"QQ%((%(d//QdQdssFTF(( D ?|?|aa^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GPc . .`` XY"Y"QQ%((%(d//QdQdssFTF(( D ?|?|aa^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GPi..`` XY"Y"WW+((+(d//QdQdssFTF(( D ?|?|aa^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GPi..`` XY"Y"WW+((+(d//QdQdssFTF(( D ?|?|aa^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GPi..`` XY"Y"WW+((+(d//QdQdssFTF(( D ?|?|aa^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GPi..`` XY"Y"WW+((+(d//QdQdssFTF(( D ?|?|aa^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GPo..`` X_"_"WW+((+(d55WdWdyyFTF((# D# E|E|gg^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GPo..`` X_"_"WW+((+(d55WdWdyyFTF((# D# E|E|gg^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GPo..`` X_"_"WW+((+(d55WdWdyyFTF((# D# E|E|gg^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GPo..`` X_"_"WW+((+(d55WdWdyyFTF((# D# E|E|gg^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GPo..`` %X%e"e"]]1((1(d;;]d]dFTF÷÷(() D) K|K|mm^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GPo..`` %X%e"e"]]1((1(d;;]d]dFTF÷÷(() D) K|K|mm^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GPo..`` %X%e"e"]]1((1(d;;]d]dFTF÷÷(() D) K|K|mm^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GPo..`` %X%e"e"]]1((1(d;;]d]dFTF÷÷(() D) K|K|mm^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GPu..`` +X+e"e"cc7((7(d;;]d]dFTF÷÷(() D) K|K|mm^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GPu..`` +X+e"e"cc7((7(d;;]d]dFTF÷÷(() D) K|K|mm^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GPu..`` +X+e"e"cc7((7(d;;]d]dFTF÷÷(() D) K|K|mm^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GPu..`` +X+e"e"cc7((7(d;;]d]dFTF÷÷(() D) K|K|mm^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GP{..`` +X+k"k"cc7((7(dAAcdcdFTFɷɷ((  / D/ Q|Q|ss^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GP{..`` +X+k"k"cc7((7(dAAcdcdFTFɷɷ((  / D/ Q|Q|ss^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GP{..`` +X+k"k"cc7((7(dAAcdcdFTFɷɷ((  / D/ Q|Q|ss^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GP{..`` +X+k"k"cc7((7(dAAcdcdFTFɷɷ((  / D/ Q|Q|ss^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GP{!.!.``   1X1q"q"ii=((=(dGGididFTFϷϷ((5 D5 W|W|yy^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GP{!.!.``   1X1q"q"ii=((=(dGGididFTFϷϷ((5 D5 W|W|yy^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GP{!.!.``   1X1q"q"ii=((=(dGGididFTFϷϷ((5 D5 W|W|yy^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GP{!.!.``   1X1q"q"ii=((=(dGGididFTFϷϷ((5 D5 W|W|yy^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GP'.'.`` 7X7w"w"ooC((C(ÉdÉMMododFTFշշ((; D; ]|]|^^ 4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GP'.'.`` 7X7w"w"ooC((C(ÉdÉMMododFTFշշ((; D; ]|]|^^ 4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GP'.'.`` 7X7w"w"ooC((C(ÉdÉMMododFTFշշ((; D; ]|]|^^ 4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GP'.'.`` 7X7w"w"ooC((C(ÉdÉMMododFTFշշ((; D; ]|]|^^ 4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GP'.'.``   7X7q"q"ooC((C(ÉdÉGGididFTFϷϷ((5 D5 W|W|yy^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GP'.'.``   7X7q"q"ooC((C(ÉdÉGGididFTFϷϷ((5 D5 W|W|yy^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GP'.'.``   7X7q"q"ooC((C(ÉdÉGGididFTFϷϷ((5 D5 W|W|yy^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GP'.'.``   7X7q"q"ooC((C(ÉdÉGGididFTFϷϷ((5 D5 W|W|yy^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GP{!.!.``   1X1q"q"ii=((=(dGGididFTFϷϷ((5 D5 W|W|yy^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile 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!idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GPi..`` XY"Y"WW+((+(d//QdQdssFTF(( D ?|?|aa^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GPi..`` XY"Y"WW+((+(d//QdQdssFTF(( D ?|?|aa^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GPi..`` XY"Y"WW+((+(d//QdQdssFTF(( D ?|?|aa^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130$cC@C_(_gg- -##heLeL[h)[h0+a+ao>t,o>|d<|L??hA!B!3LD3lEF4G4IHIUclJUcxKx0LMͺOͺwPwQPRS+4U+EVEZWZopXoYT[\!]!!^!`3ta3'b'C= dC=CRdCR7j(f7jUgU ie,jeejeYHlYwmw! ,o! Lp4p4{Lhr{LasaC{LuC{lv8wxze{e|X}.~.C<C]]rԂrxۜۜ\ԇ bJ'A'operation.0exchange : breasonLayoutRearrangementinvocations1[cckkss{{  ##++33;;CCKKSS[[cckkss{{  ##++33;;CCKKSS[[cckkss{{  ##++33;;CCKKSS[[cckkss{{  ##++33;;CCKKSS[[cckkss{{  ##++33;;CCKKSS[[cckkss{{  ##++33;;CCKKSS[[cckkss{{  ##++33;;CCKKSS[[cckkss{{  ##++33;;CCKKSS[[cckkss{{       # # + + 3 3 ; ; C C K f n n v v ~ ~               KK     ''//77??GGOOWW__ggooww''//77??GGOOWW__ggooww b)aoperation.0gemm_f16_init_small_rows_interleaved_k80_c48_r72_r740]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue8kernelSpecGemm { multiply: F16, accumulate: F16, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 48 }outputElements3456input0Elements5760input1Elements3840usefulCycles4320physicalWorkCycles4320workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]( bJ7Moperation.0exchange :z2breasonOperatorInputsvalue6invocations1 8( J'='exchange : breasonLayoutRearrangementinvocations1 __ PP PP P           ( ( 0 0 8 8 @ @ H H P P X X ` ` h h p p x x                        ! ! ) ) 1 1 9 9 A A I I Q Q Y Y a a i i q q y y                        ! ! ) ) 1 1 9 9 A A I I Q Q Y Y a a i i q q y y                        " " * * 2 2 : : B B J J R R Z Z b b j j r r z z              $ $ , , 4 4 < < D D L L T T \ \ d d l l t t | |                   $$,,44<<DDLLTT\\ddlltt||  $$,,44<<DDLLTT\\ddlltt||  $$,,44<<DDLLTT\\ddlltt||  T\\ddlltt||  $$,,44<<D  $ a aa  a !"1&9&9&A&A&I&I&Q&Q&Y&Y&a&a&i&i&q&q&y&y&&&&&&&&&&&&&&&&&&&&&&&&&&&&&&&&&'' ' '''''!'!')')'1'1'9'9'A'A'I'I'Q'Q'Y'Y'a'a'i'i'q'q'y'y'''''''''''''''''''''''''''''''''(( ( (((((!(!()()(1( b)aoperation.1gemm_f16_init_small_rows_interleaved_k80_c48_r72_r740]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue14kernelSpecGemm { multiply: F16, accumulate: F16, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 48 }outputElements3456input0Elements5760input1Elements3840usefulCycles4320physicalWorkCycles4320workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]( bJ7Moperation.1exchange :z2breasonOperatorInputsvalue12invocations1  * J'='exchange : breasonLayoutRearrangementinvocations1 __ PP PP P                       % % - - 5 5 = = E E M M U U ] ] e e m m u u } }                        % % - - 5 5 = = E E M M U U ] ] e e m m u u } }                   %%--55==EEMMUU]]eemmuu}}  %%--55==EEMMUU]]eemmuu}}  %%--55==EEMMUU]]eemmuu}}  %%--55==EEMMUU]]eemmuu}}  %%--55==EEMMUU]]eemmuu}}  %%--55==EEMMUU]]eemmuu}}  %%--55==EEMMUU]]eemmuu}} 6! 6!6" 6"" #$(((((((&(&(.(.(6(6(>(>(F(F(N(N(V(V(^(^(f(f(n(n(v(v(~(~((((((((((((((((((((((((((((((((())))))))&)&).).)6)6)>)>)F)F)N)N)V)V)^)^)f)f)n)n)v)v)~)~)))))))))))))))))))))))))))))))))* b)aoperation.2gemm_f16_init_small_rows_interleaved_k80_c48_r72_r740]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue20kernelSpecGemm { multiply: F16, accumulate: F16, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 48 }outputElements3456input0Elements5760input1Elements3840usefulCycles4320physicalWorkCycles4320workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]( bJ7Moperation.2exchange :z2breasonOperatorInputsvalue18invocations1   brwoperation.6fill_zero_u645:5=2==ZA]za*abeem*mRqBreasonLayoutRearrangementvalue32kernelSpecFillZero { offset: 2960, bytes: 720, padding_only: false }outputElements1840invocations1uniformInvocationstruearguments[15, 0]  bJ'A7operation.6exchange : breasonLayoutRearrangementinvocations1Zbbjjrrzz  ""**22::BBJJRRZZbbjjrrzz  ""**22::BBJJRRZZbbjjrrzz  ""**22::BBJJRRZZbbjjrrzz  ""**22::BBJJRRZZbbjjrrzz  ""**22::BBJV^^ffnnvv~~&&..66>>FFNNVV^^ffnnvv~~&&..66>>FFNNVV^^ffnnvv~~       $ $ , , 4 4 < < D D L L T T \ \ d d l l t t | |                        $ $ , , 4 4 < < D D L L T T \ \ d d l l t t | |                        $ $ , , 4 4 < < D D L L T T \ \ d d l l t t | |           ! ! ) ) 1 1 9 9 A A I ''//77??GGOOWW__ggooww''//77??GGOOWW__ggooww##''++//3377;;??CCGGKKOOSSWW[[__ccggkkoos  ""**..22::BBJJRRZZbbjjrrzz  ""**22::B  b-operation.6rearrange_row_major_to_amp_f16_o2_r64_p64_c48_p48_b64x16,U:U]2]]Zaz*z*j* * 1b55=*=RAreasonLayoutRearrangementvalue34kernelSpecRearrange { from: Layout { order: RowMajor, tiling: TensorTiling { tile_count: 1, replicas: 1, axes: [] }, memory_class: Ipu21Standard }, to: Layout { order: BlockMajor(Matrix { row_block: 64, column_block: 16 }), tiling: TensorTiling { tile_count: 48, replicas: 1, axes: [AxisTiling { axis: FromStart(0), partitions: 2, padding_groups: 1, block_size: 1, padding_multiple: 1, shard_padding_multiple: 1, padding: Reject, tile_stride: Some(1) }, AxisTiling { axis: FromStart(1), partitions: 12, padding_groups: 1, block_size: 64, padding_multiple: 64, shard_padding_multiple: 1, padding: Zero, tile_stride: Some(4) }, AxisTiling { axis: FromStart(2), partitions: 2, padding_groups: 1, block_size: 16, padding_multiple: 16, shard_padding_multiple: 1, padding: Zero, tile_stride: Some(2) }] }, memory_class: Ipu21Standard } }outputElements3072input0Elements3072usefulCycles1536physicalWorkCycles1536workEstimateBasisdense copy baseline: 8-byte load + store / 2 issue slotsinvocations1uniformInvocationstruearguments[64, 64, 2, 48, 48, 1] j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     a  a a aa  b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue37kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[] b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue38kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0] b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue41kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[] b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM2}z*z*zb*RZreasonOperatorKernelvalue42kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: true, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[1, 0, 23]j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     a  a a aa b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue45kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[] b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue46kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0] b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue49kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[] b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM:}z*z*zb*RZreasonOperatorKernelvalue50kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[0, 0, 23] j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     a  a a aa b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue53kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[] b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue54kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0] b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue57kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[] b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM:}z*z*zb*RZreasonOperatorKernelvalue58kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[0, 0, 23] j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     a  a a aa b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue61kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[] b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue62kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0] b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue65kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[] b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM:}z*z*zb*RZreasonOperatorKernelvalue66kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[0, 0, 23] j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     a  a a aa!! b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue69kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]"" b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue70kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0]## b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue73kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]$$ b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM:}z*z*zb*RZreasonOperatorKernelvalue74kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[0, 0, 23]% j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     a  a a aa&& b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue77kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]'' b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue78kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0](( b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue81kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[])) b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM:}z*z*zb*RZreasonOperatorKernelvalue82kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[0, 0, 23]* j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     a  a a aa++ b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue85kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[],, b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue86kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0]-- b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue89kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[].. b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM:}z*z*zb*RZreasonOperatorKernelvalue90kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[0, 0, 23]/j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     a  a a aa00 b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue93kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]11 b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue94kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0]22 b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue97kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]33 b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM:}z*z*zb*RZreasonOperatorKernelvalue98kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[0, 0, 23]4j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     a  a a aa55 b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2a"aZez*z*z*j**b*RreasonOperatorKernelvalue101kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]66 b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2Y"YZ]z*z*j**zb*RbreasonOperatorKernelvalue102kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0]77 b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2a"aZez*z*z*j**b*RreasonOperatorKernelvalue105kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]88 b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2I"IZM:}z*z*zb*RZreasonOperatorKernelvalue106kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[0, 0, 23]9j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1< % a % a % a     %  a % % a a aa:: b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2a"aZez*z*z*j**b*RreasonOperatorKernelvalue109kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[];; b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2Y"YZ]z*z*j**zb*RbreasonOperatorKernelvalue110kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0]<< b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2a"aZez*z*z*j**b*RreasonOperatorKernelvalue113kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]== b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2I"IZM:}z*z*zb*RZreasonOperatorKernelvalue114kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[0, 0, 23]>j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     a  a a aa?? b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2a"aZez*z*z*j**b*RreasonOperatorKernelvalue117kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]@@ b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2Y"YZ]z*z*j**zb*RbreasonOperatorKernelvalue118kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0]AA b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2a"aZez*z*z*j**b*RreasonOperatorKernelvalue121kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]BB b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2I"IZM:}z*z*zb*RZreasonOperatorKernelvalue122kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[0, 0, 23]Cv bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     i  i i qqDD b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2a"aZez*z*z*jB*b*RreasonOperatorKernelvalue125kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements2000usefulCycles646.875physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]EE b!Uoperation.6attention_softmax_d72_p64_tail_f16,U:UzY2Y"YZ]z*z*j**zb*RbreasonOperatorKernelvalue126kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 25, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles1260physicalWorkCycles1332workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 25, 0]FF b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2a"aZez*z*z*jB*b*RreasonOperatorKernelvalue129kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements2000usefulCycles646.875physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]GG b!operation.6attention_merge_v72_p80_out16_f16(M:MzQ2QQZU2z*z*zz*b*RZreasonOperatorKernelvalue31kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: true }outputElements1656input0Elements1840input1Elements46input2Elements1702invocations1uniformInvocationstruearguments[0, 1, 23]HH bJ7Qwoperation.6exchange :2"b!reasonLayoutRearrangementvalue130invocations1\((LLpp$$HHll  DDhhuw\cSSCC33#@#pKCKCA_XA_gg}h<}hmilmi]j]jMkMk=l=lߴ,ߴ'X))*$,T-.L/L hh; h#<#gL=go>$>o>AͲBͲDtEF HWHWK4(JK4'IK'Ib Mbx,NxyNymHPmIQI,SLTThVk+Wk+ELYEZlZZo[o\]7l_7!`!0ab d Y'eY'C=fC=RPgRihi~4j~{k{ele#pm#nTp q rE4sE49Lu9Latvazwz ygyg[({[7|7 ~,}.H}.YCYC],]rLrhuԈuoLoI broperation.0fill_zero_u64(M:MU2UUZYuzy*yj}}rb*R:reasonLayoutRearrangementvalue4kernelSpecFillZero { offset: 2272, bytes: 32, padding_only: true }outputElements5680usefulCycles0physicalWorkCycles0workEstimateBasispadding initialization: no useful tensor workinvocations1uniformInvocationstruearguments[0, 4] broperation.0fill_zero_u64(M:MU2UUZYuzy*yj}}rb*R:reasonLayoutRearrangementvalue4kernelSpecFillZero { offset: 4576, bytes: 32, padding_only: true }outputElements5680usefulCycles0physicalWorkCycles0workEstimateBasispadding initialization: no useful tensor workinvocations1uniformInvocationstruearguments[0, 4] broperation.0fill_zero_u64(M:MU2UUZYuzy*yj}}rb*R:reasonLayoutRearrangementvalue4kernelSpecFillZero { offset: 6880, bytes: 32, padding_only: true }outputElements5680usefulCycles0physicalWorkCycles0workEstimateBasispadding initialization: no useful tensor workinvocations1uniformInvocationstruearguments[0, 4] broperation.0fill_zero_u64(M:MU2UUZYuzy*yj}}rb*R:reasonLayoutRearrangementvalue4kernelSpecFillZero { offset: 9184, bytes: 32, padding_only: true }outputElements5680usefulCycles0physicalWorkCycles0workEstimateBasispadding initialization: no useful tensor workinvocations1uniformInvocationstruearguments[0, 4] broperation.0fill_zero_u64(M:MU2UUZYuzy*yj}}rb*R:reasonLayoutRearrangementvalue4kernelSpecFillZero { offset: 11488, bytes: 32, padding_only: true }outputElements5680usefulCycles0physicalWorkCycles0workEstimateBasispadding initialization: no useful tensor workinvocations1uniformInvocationstruearguments[0, 4] bJ'Aoperation.0exchange : breasonLayoutRearrangementinvocations1Zbbjjrrz}  %%--55==EEMMUU]]eemmuu}}''//77??GGOOWX``hhppxx  !!))1199AAIIQQYYaaiiqqyy  ""**22::BBJJRRZZbbjjrrzz  ""**22::BBJJRRZZbbjjrrzz  ""**22::BBJJRRZZbbjjrrzz  ""**22::BBJJRRZZbbjjrrzz  ""**22::BBJJRRZZbbjjrrzz       " " * * 2 2 : : B B J J R R Z Z b b j j r r z z                        ##++33;;CCKKSS[[cckkss{{  ##++33; b)aoperation.0gemm_f16_init_small_rows_interleaved_k80_c48_r72_r740]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue8kernelSpecGemm { multiply: F16, accumulate: F16, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 48 }outputElements3408input0Elements5680input1Elements3840usefulCycles4260physicalWorkCycles4320workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]( bJ7Moperation.0exchange :z2breasonOperatorInputsvalue6invocations1 broperation.1fill_zero_u64(M:MU2UUZYuzy*yj}}rb*R:reasonLayoutRearrangementvalue10kernelSpecFillZero { offset: 2272, bytes: 32, padding_only: true }outputElements5680usefulCycles0physicalWorkCycles0workEstimateBasispadding initialization: no useful tensor workinvocations1uniformInvocationstruearguments[0, 4]  broperation.1fill_zero_u64(M:MU2UUZYuzy*yj}}rb*R:reasonLayoutRearrangementvalue10kernelSpecFillZero { offset: 4576, bytes: 32, padding_only: true }outputElements5680usefulCycles0physicalWorkCycles0workEstimateBasispadding initialization: no useful tensor workinvocations1uniformInvocationstruearguments[0, 4]  broperation.1fill_zero_u64(M:MU2UUZYuzy*yj}}rb*R:reasonLayoutRearrangementvalue10kernelSpecFillZero { offset: 6880, bytes: 32, padding_only: true }outputElements5680usefulCycles0physicalWorkCycles0workEstimateBasispadding initialization: no useful tensor workinvocations1uniformInvocationstruearguments[0, 4]  broperation.1fill_zero_u64(M:MU2UUZYuzy*yj}}rb*R:reasonLayoutRearrangementvalue10kernelSpecFillZero { offset: 9184, bytes: 32, padding_only: true }outputElements5680usefulCycles0physicalWorkCycles0workEstimateBasispadding initialization: no useful tensor workinvocations1uniformInvocationstruearguments[0, 4]  broperation.1fill_zero_u64(M:MU2UUZYuzy*yj}}rb*R:reasonLayoutRearrangementvalue10kernelSpecFillZero { offset: 11488, bytes: 32, padding_only: true }outputElements5680usefulCycles0physicalWorkCycles0workEstimateBasispadding initialization: no useful tensor workinvocations1uniformInvocationstruearguments[0, 4] 8( J'=exchange : breasonLayoutRearrangementinvocations1 cc TT TT T          & & . . 6 6 > > F F N N V V ^ ^ f f n n v v ~ ~                         & & . . 6 6 > > F F N N V V ^ ^ f f n n v v ~ ~                         & & . . 6 6 > > F F N N V V ^ ^ f f n n v v ~ ~                         & & . . 6 6 > > F F N N V V ^ ^ f f n n v v ~ ~                    ( ( 0 0 8 8 @ @ H H P P X X ` ` h h p p x x                   ((0088@@HHPPXX``hhppxx  ((0088@@HHPPXX``hhppxx  ((0088@@HHPPXX``hhppxx9AAIIQQYYaaiiqqyy  !!))1199AAIIQQYYaaiiqqyy e ee  e 5&=&=&E&E&M&M&U&U&]&]&e&e&m&m&u&u&}&}&&&&&&&&&&&&&&&&&&&&&&&&&&&&&&&&&'' ' '''''%'%'-'-'5'5'='='E'E'M'M'U'U']']'e'e'm'm'u'u'}'}'''''''''''''''''''''''''' b)aoperation.1gemm_f16_init_small_rows_interleaved_k80_c48_r72_r740]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue14kernelSpecGemm { multiply: F16, accumulate: F16, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 48 }outputElements3408input0Elements5680input1Elements3840usefulCycles4260physicalWorkCycles4320workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]( bJ7Moperation.1exchange :z2breasonOperatorInputsvalue12invocations1 broperation.2fill_zero_u64(M:MU2UUZYuzy*yj}}rb*R:reasonLayoutRearrangementvalue16kernelSpecFillZero { offset: 2272, bytes: 32, padding_only: true }outputElements5680usefulCycles0physicalWorkCycles0workEstimateBasispadding initialization: no useful tensor workinvocations1uniformInvocationstruearguments[0, 4] broperation.2fill_zero_u64(M:MU2UUZYuzy*yj}}rb*R:reasonLayoutRearrangementvalue16kernelSpecFillZero { offset: 4576, bytes: 32, padding_only: true }outputElements5680usefulCycles0physicalWorkCycles0workEstimateBasispadding initialization: no useful tensor workinvocations1uniformInvocationstruearguments[0, 4] broperation.2fill_zero_u64(M:MU2UUZYuzy*yj}}rb*R:reasonLayoutRearrangementvalue16kernelSpecFillZero { offset: 6880, bytes: 32, padding_only: true }outputElements5680usefulCycles0physicalWorkCycles0workEstimateBasispadding initialization: no useful tensor workinvocations1uniformInvocationstruearguments[0, 4] broperation.2fill_zero_u64(M:MU2UUZYuzy*yj}}rb*R:reasonLayoutRearrangementvalue16kernelSpecFillZero { offset: 9184, bytes: 32, padding_only: true }outputElements5680usefulCycles0physicalWorkCycles0workEstimateBasispadding initialization: no useful tensor workinvocations1uniformInvocationstruearguments[0, 4] broperation.2fill_zero_u64(M:MU2UUZYuzy*yj}}rb*R:reasonLayoutRearrangementvalue16kernelSpecFillZero { offset: 11488, bytes: 32, padding_only: true }outputElements5680usefulCycles0physicalWorkCycles0workEstimateBasispadding initialization: no useful tensor workinvocations1uniformInvocationstruearguments[0, 4] * J'=exchange : breasonLayoutRearrangementinvocations1 cc TT TT T                      ! ! ) ) 1 1 9 9 A A I I Q Q Y Y a a i i q q y y                        ! ! ) ) 1 1 9 9 A A I I Q Q Y Y a a i i q q y y                   !!))1199AAIIQQYYaaiiqqyy  !!))1199AAIIQQYYaaiiqqyy  !!))1199AAIIQQYYaaiiqqyy  !!))1199AAIIQQYYaaiiqqyy  !!))1199AAIIQQYYaaiiqqyy  !!))1199AAIIQQYYaaiiqqyy)1199AAIIQQYYaaiiqqyy  !!))1199AAIIQQYYaaiiqqyy :! :!:" :"" ((((("("(*(*(2(2(:(:(B(B(J(J(R(R(Z(Z(b(b(j(j(r(r(z(z((((((((((((((((((((((((((((((((()) ) )))))")")*)*)2)2):):)B)B)J)J)R)R)Z)Z)b)b)j)j)r)r)z)z)))))))))))))))) b)aoperation.2gemm_f16_init_small_rows_interleaved_k80_c48_r72_r740]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue20kernelSpecGemm { multiply: F16, accumulate: F16, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 48 }outputElements3408input0Elements5680input1Elements3840usefulCycles4260physicalWorkCycles4320workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]( bJ7Moperation.2exchange :z2breasonOperatorInputsvalue18invocations1 brwoperation.6fill_zero_u645:5=2==ZA]za*abeem*mRqBreasonLayoutRearrangementvalue32kernelSpecFillZero { offset: 2832, bytes: 688, padding_only: false }outputElements1760invocations1uniformInvocationstruearguments[14, 2] bJ'Aoperation.6exchange : breasonLayoutRearrangementinvocations1!!))1199AAIIQQYYaaiiqqyy  %%--55==EEMMUU]]eemmuu}}  %%--55==EEMMUU]]eemmuu}}    !!%%))--115599==Aj bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( e e e     e  e e ee b)aoperation.6gemm_f16_init_small_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue37kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1408input0Elements1760input1Elements5120usefulCycles1584physicalWorkCycles1760workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[] b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue38kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1408input0Elements1408usefulCycles2057physicalWorkCycles2057workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[22, 64, 0] b)aoperation.6gemm_f16_init_small_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue41kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1760input0Elements1408input1Elements5120usefulCycles1584physicalWorkCycles1760workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[] b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM2}z*z*zb*RZreasonOperatorKernelvalue42kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: true, final_block: false }outputElements1628input0Elements1760input1Elements44invocations1uniformInvocationstruearguments[1, 0, 22]j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( e e e     e  e e ee  b)aoperation.6gemm_f16_init_small_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue45kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1408input0Elements1760input1Elements5120usefulCycles1584physicalWorkCycles1760workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]!! b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue46kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1408input0Elements1408usefulCycles2057physicalWorkCycles2057workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[22, 64, 0]"" b)aoperation.6gemm_f16_init_small_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue49kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1760input0Elements1408input1Elements5120usefulCycles1584physicalWorkCycles1760workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]## b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM:}z*z*zb*RZreasonOperatorKernelvalue50kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1628input0Elements1760input1Elements44invocations1uniformInvocationstruearguments[0, 0, 22]$ j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( e e e     e  e e ee%% b)aoperation.6gemm_f16_init_small_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue53kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1408input0Elements1760input1Elements5120usefulCycles1584physicalWorkCycles1760workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]&& b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue54kernelSpecAttentionSoftmax { 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}outputElements1628input0Elements1760input1Elements44invocations1uniformInvocationstruearguments[0, 0, 22]) j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( e e e     e  e e ee** b)aoperation.6gemm_f16_init_small_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue61kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1408input0Elements1760input1Elements5120usefulCycles1584physicalWorkCycles1760workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]++ b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue62kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1408input0Elements1408usefulCycles2057physicalWorkCycles2057workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row 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Dq! dr4s4{Lt{LauaC{dwC{xPyz4|e}e~p..CTC]̃]rr՜՜t  bJ'A7operation.0exchange : breasonLayoutRearrangementinvocations1\ddlltt||  $$,,44<<DDLLTT\\ddlltt||  $$,,44<<DDLLTT\\ddlltt||  $$,,44<<DDLLTT\\ddlltt||  $$,,44<<DDLLTT\\ddlltt||  $$,,44<<DDLLTT\\ddlltt||  $$,,44<<DDLLTT\\ddlltt||  $$,,44<<DDLLTT\\ddlltt||  $$,,44<<DDLLTT\\ddlltt||       $ $ , , 4 4 < < D D L g o o w w                 <  K      ((0088@@HHPPXX``hhppxx  ((0088@@HHPPXX``hhppxx b)aoperation.0gemm_f16_init_small_rows_interleaved_k80_c48_r72_r740]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue8kernelSpecGemm { multiply: F16, accumulate: F16, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 48 }outputElements3456input0Elements5760input1Elements3840usefulCycles4320physicalWorkCycles4320workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]( bJ7Moperation.0exchange :z2breasonOperatorInputsvalue6invocations1 8( J'=7exchange : breasonLayoutRearrangementinvocations1       ! ! ) ) 1 1 9 9 A A I I Q Q Y Y a a i i q q y y                        " " * * 2 2 : : B B J J R R Z Z b b j j r r z z                        " " * * 2 2 : : B B J J R R Z Z b b j j r r z z                        # # + + 3 3 ; ; C C K K S S [ [ c c k k s s { {              % % - - 5 5 = = E E M M U U ] ] e e m m u u } }                   %%--55==EEMMUU]]eemmuu}}  %%--55==EEMMUU]]eemmuu}}  %%--55==EEMMUU]]eemmuu}}  U]]eemmuu}}  %%--55==E  % \\  \\ \    \! \!\" \"\# "u# \##2&:&:&B&B&J&J&R&R&Z&Z&b&b&j&j&r&r&z&z&&&&&&&&&&&&&&&&&&&&&&&&&&&&&&&&&'' ' '''''"'"'*'*'2'2':':'B'B'J'J'R'R'Z'Z'b'b'j'j'r'r'z'z'''''''''''''''''''''''''''''''''(( ( ((((("("(*(*(2( b)aoperation.1gemm_f16_init_small_rows_interleaved_k80_c48_r72_r740]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue14kernelSpecGemm { multiply: F16, accumulate: F16, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 48 }outputElements3456input0Elements5760input1Elements3840usefulCycles4320physicalWorkCycles4320workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]( bJ7Moperation.1exchange :z2breasonOperatorInputsvalue12invocations1  * J'=7exchange : breasonLayoutRearrangementinvocations1                      & & . . 6 6 > > F F N N V V ^ ^ f f n n v v ~ ~                         & & . . 6 6 > > F F N N V V ^ ^ f f n n v v ~ ~                 &&..66>>FFNNVV^^ffnnvv~~&&..66>>FFNNVV^^ffnnvv~~&&..66>>FFNNVV^^ffnnvv~~&&..66>>FFNNVV^^ffnnvv~~&&..66>>FFNNVV^^ffnnvv~~&&..66>>FFNNVV^^ffnnvv~~&&..66>>FFNNVV^^ffnnvv~~ 2 xx xx  x  ! !" "x# x#x$ x$x% $J% x%%((((((('('(/(/(7(7(?(?(G(G(O(O(W(W(_(_(g(g(o(o(w(w((((((((((((((((((((((((((((((((((())))))))')')/)/)7)7)?)?)G)G)O)O)W)W)_)_)g)g)o)o)w)w)))))))))))))))))))))))))))))))))))* b)aoperation.2gemm_f16_init_small_rows_interleaved_k80_c48_r72_r740]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue20kernelSpecGemm { multiply: F16, accumulate: F16, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 48 }outputElements3456input0Elements5760input1Elements3840usefulCycles4320physicalWorkCycles4320workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]( bJ7Moperation.2exchange :z2breasonOperatorInputsvalue18invocations1   brwoperation.6fill_zero_u645:5=2==ZA]za*abeem*mRqBreasonLayoutRearrangementvalue32kernelSpecFillZero { offset: 2960, bytes: 720, padding_only: false }outputElements1840invocations1uniformInvocationstruearguments[15, 0]  bJ'A7#operation.6exchange : breasonLayoutRearrangementinvocations1[ccggooss{{7;;CCGGOOSS[[__ggkkssww''++3377??CCKKOOWW[[ccggooss{{  ##''//33;;??GGKKSSWW__cckkooww{{''++3377??CCKKOOWW[[ccggooss{{  ##''//33;;??GGKKSSWW__cckkooww{{  ##++//77;;CCG  !!))--5599AAEEMMQQYY]]eeiiq(0088@@HHPPXX``hhppxx       ( ( 0 0 8 8 @ @ H H P R Z Z b b j j r r z z                        " " * * 2 2 : : B B J J R R Z Z b b j j r r z z                                     % % - - 5 5 = = E E M M U U ] ] e e m m u u } }                        % % - - 5 5 = = E E M M U U ] ] e e m m u u } }                   %%--55==EEMMUU]]eem  $$,,44<<DDLLTT\\ddlltt||  $$,,44<<DDLLTT\\ddlltt||  $$,,44<<DDLLTT\\ddlltt||  ((,.2  b-operation.6rearrange_row_major_to_amp_f16_o2_r64_p64_c48_p48_b64x16,U:U]2]]Zaz*z*j* * 1b55=*=RAreasonLayoutRearrangementvalue34kernelSpecRearrange { from: Layout { order: RowMajor, tiling: TensorTiling { tile_count: 1, replicas: 1, axes: [] }, memory_class: Ipu21Standard }, to: Layout { order: BlockMajor(Matrix { row_block: 64, column_block: 16 }), tiling: TensorTiling { tile_count: 48, replicas: 1, axes: [AxisTiling { axis: FromStart(0), partitions: 2, padding_groups: 1, block_size: 1, padding_multiple: 1, shard_padding_multiple: 1, padding: Reject, tile_stride: Some(1) }, AxisTiling { axis: FromStart(1), partitions: 12, padding_groups: 1, block_size: 64, padding_multiple: 64, shard_padding_multiple: 1, padding: Zero, tile_stride: Some(4) }, AxisTiling { axis: FromStart(2), partitions: 2, padding_groups: 1, block_size: 16, padding_multiple: 16, shard_padding_multiple: 1, padding: Zero, tile_stride: Some(2) }] }, memory_class: Ipu21Standard } }outputElements3072input0Elements3072usefulCycles1536physicalWorkCycles1536workEstimateBasisdense copy baseline: 8-byte load + store / 2 issue slotsinvocations1uniformInvocationstruearguments[64, 64, 2, 48, 48, 1] j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     a  a a aa  b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue37kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[] b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue38kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0] b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue41kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[] b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM2}z*z*zb*RZreasonOperatorKernelvalue42kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: true, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[1, 0, 23]j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     a  a a aa b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue45kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[] b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue46kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0] b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue49kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[] b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM:}z*z*zb*RZreasonOperatorKernelvalue50kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[0, 0, 23] j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     a  a a aa b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue53kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[] b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue54kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0] b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue57kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[] b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM:}z*z*zb*RZreasonOperatorKernelvalue58kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[0, 0, 23] j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     a  a a aa b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue61kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[] b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue62kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0] b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue65kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[] b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM:}z*z*zb*RZreasonOperatorKernelvalue66kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[0, 0, 23] j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     a  a a aa!! b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue69kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]"" b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue70kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0]## b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue73kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]$$ b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM:}z*z*zb*RZreasonOperatorKernelvalue74kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[0, 0, 23]% j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     a  a a aa&& b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue77kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]'' b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue78kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0](( b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue81kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[])) b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM:}z*z*zb*RZreasonOperatorKernelvalue82kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[0, 0, 23]* j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     a  a a aa++ b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue85kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[],, b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue86kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0]-- b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue89kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[].. b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM:}z*z*zb*RZreasonOperatorKernelvalue90kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[0, 0, 23]/j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     a  a a aa00 b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue93kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]11 b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue94kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0]22 b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue97kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]33 b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM:}z*z*zb*RZreasonOperatorKernelvalue98kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[0, 0, 23]4j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     a  a a aa55 b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2a"aZez*z*z*j**b*RreasonOperatorKernelvalue101kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]66 b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2Y"YZ]z*z*j**zb*RbreasonOperatorKernelvalue102kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0]77 b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2a"aZez*z*z*j**b*RreasonOperatorKernelvalue105kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]88 b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2I"IZM:}z*z*zb*RZreasonOperatorKernelvalue106kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[0, 0, 23]9j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1< $ a $ a $ a     $  a $ $ a a aa:: b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2a"aZez*z*z*j**b*RreasonOperatorKernelvalue109kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[];; b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2Y"YZ]z*z*j**zb*RbreasonOperatorKernelvalue110kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0]<< b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2a"aZez*z*z*j**b*RreasonOperatorKernelvalue113kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]== b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2I"IZM:}z*z*zb*RZreasonOperatorKernelvalue114kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[0, 0, 23]>j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     a  a a aa?? b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2a"aZez*z*z*j**b*RreasonOperatorKernelvalue117kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]@@ b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2Y"YZ]z*z*j**zb*RbreasonOperatorKernelvalue118kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0]AA b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2a"aZez*z*z*j**b*RreasonOperatorKernelvalue121kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]BB b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2I"IZM:}z*z*zb*RZreasonOperatorKernelvalue122kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[0, 0, 23]Cv bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     e  e e iiDD b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2a"aZez*z*z*jB*b*RreasonOperatorKernelvalue125kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements2000usefulCycles646.875physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]EE b!Uoperation.6attention_softmax_d72_p64_tail_f16,U:UzY2Y"YZ]z*z*j**zb*RbreasonOperatorKernelvalue126kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 25, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles1260physicalWorkCycles1332workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 25, 0]FF b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2a"aZez*z*z*jB*b*RreasonOperatorKernelvalue129kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements2000usefulCycles646.875physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]GG b!operation.6attention_merge_v72_p80_out16_f16(M:MzQ2QQZU2z*z*zz*b*RZreasonOperatorKernelvalue31kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: true }outputElements1656input0Elements1840input1Elements46input2Elements1702invocations1uniformInvocationstruearguments[0, 1, 23]HH bJ7Qwoperation.6exchange :2"b!reasonLayoutRearrangementvalue130invocations1\@@dd<<``88\\ w\cSSCC33#@#pKCKCA_XA_gg}h<}hmilmi]j]jMkMk=l=lߴ,ߴ'X))*$,T-.L/L hh; h#<#gL=g@$>@AͲBͲDtEF HWHWK4(JK4'IK'Ib Mbx,NxyNymHPmIQI,SLTThVk+Wk+ELYEZlZZo[o\]7l_7!`!0ab d Y'eY'C=fC=RPgRihi~4j~{k{ele#pm#nTp q rE4sE49Lu9Latvazwz ygyg[({[7|7 ~,}.H}.YCYC],]rLrhoԈoiLi broperation.0fill_zero_u64(M:MU2UUZYuzy*yj}}rb*R:reasonLayoutRearrangementvalue4kernelSpecFillZero { offset: 2272, bytes: 32, padding_only: true }outputElements5680usefulCycles0physicalWorkCycles0workEstimateBasispadding initialization: no useful tensor workinvocations1uniformInvocationstruearguments[0, 4] broperation.0fill_zero_u64(M:MU2UUZYuzy*yj}}rb*R:reasonLayoutRearrangementvalue4kernelSpecFillZero { offset: 4576, bytes: 32, padding_only: true }outputElements5680usefulCycles0physicalWorkCycles0workEstimateBasispadding initialization: no useful tensor workinvocations1uniformInvocationstruearguments[0, 4] broperation.0fill_zero_u64(M:MU2UUZYuzy*yj}}rb*R:reasonLayoutRearrangementvalue4kernelSpecFillZero { offset: 6880, bytes: 32, padding_only: true }outputElements5680usefulCycles0physicalWorkCycles0workEstimateBasispadding initialization: no useful tensor workinvocations1uniformInvocationstruearguments[0, 4] broperation.0fill_zero_u64(M:MU2UUZYuzy*yj}}rb*R:reasonLayoutRearrangementvalue4kernelSpecFillZero { offset: 9184, bytes: 32, padding_only: true }outputElements5680usefulCycles0physicalWorkCycles0workEstimateBasispadding initialization: no useful tensor workinvocations1uniformInvocationstruearguments[0, 4] broperation.0fill_zero_u64(M:MU2UUZYuzy*yj}}rb*R:reasonLayoutRearrangementvalue4kernelSpecFillZero { offset: 11488, bytes: 32, padding_only: true }outputElements5680usefulCycles0physicalWorkCycles0workEstimateBasispadding initialization: no useful tensor workinvocations1uniformInvocationstruearguments[0, 4] bJ'Aoperation.0exchange : breasonLayoutRearrangementinvocations1Yaaiiqqy|  $$,,44<<DDLLTT\\ddlltt||&&..66>>FFNNVW__ggooww  ((0088@@HHPPXX``hhppxx  !!))1199AAIIQQYYaaiiqqyy  !!))1199AAIIQQYYaaiiqqyy  !!))1199AAIIQQYYaaiiqqyy  !!))1199AAIIQQYYaaiiqqyy  !!))1199AAIIQQYYaaiiqqyy       ! ! ) ) 1 1 9 9 A A I I Q Q Y Y a a i i q q y y                        ""**22::BBJJRRZZbbjjrrzz  ""**22: b)aoperation.0gemm_f16_init_small_rows_interleaved_k80_c48_r72_r740]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue8kernelSpecGemm { multiply: F16, accumulate: F16, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 48 }outputElements3408input0Elements5680input1Elements3840usefulCycles4260physicalWorkCycles4320workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]( bJ7Moperation.0exchange :z2breasonOperatorInputsvalue6invocations1 broperation.1fill_zero_u64(M:MU2UUZYuzy*yj}}rb*R:reasonLayoutRearrangementvalue10kernelSpecFillZero { offset: 2272, bytes: 32, padding_only: true }outputElements5680usefulCycles0physicalWorkCycles0workEstimateBasispadding initialization: no useful tensor workinvocations1uniformInvocationstruearguments[0, 4]  broperation.1fill_zero_u64(M:MU2UUZYuzy*yj}}rb*R:reasonLayoutRearrangementvalue10kernelSpecFillZero { offset: 4576, bytes: 32, padding_only: true }outputElements5680usefulCycles0physicalWorkCycles0workEstimateBasispadding initialization: no useful tensor workinvocations1uniformInvocationstruearguments[0, 4]  broperation.1fill_zero_u64(M:MU2UUZYuzy*yj}}rb*R:reasonLayoutRearrangementvalue10kernelSpecFillZero { offset: 6880, bytes: 32, padding_only: true }outputElements5680usefulCycles0physicalWorkCycles0workEstimateBasispadding initialization: no useful tensor workinvocations1uniformInvocationstruearguments[0, 4]  broperation.1fill_zero_u64(M:MU2UUZYuzy*yj}}rb*R:reasonLayoutRearrangementvalue10kernelSpecFillZero { offset: 9184, bytes: 32, padding_only: true }outputElements5680usefulCycles0physicalWorkCycles0workEstimateBasispadding initialization: no useful tensor workinvocations1uniformInvocationstruearguments[0, 4]  broperation.1fill_zero_u64(M:MU2UUZYuzy*yj}}rb*R:reasonLayoutRearrangementvalue10kernelSpecFillZero { offset: 11488, bytes: 32, padding_only: true }outputElements5680usefulCycles0physicalWorkCycles0workEstimateBasispadding initialization: no useful tensor workinvocations1uniformInvocationstruearguments[0, 4] 8( J'=exchange : breasonLayoutRearrangementinvocations1       % % - - 5 5 = = E E M M U U ] ] e e m m u u } }                        % % - - 5 5 = = E E M M U U ] ] e e m m u u } }                        % % - - 5 5 = = E E M M U U ] ] e e m m u u } }                        % % - - 5 5 = = E E M M U U ] ] e e m m u u } }                     ' ' / / 7 7 ? ? G G O O W W _ _ g g o o w w                   ''//77??GGOOWW__ggooww''//77??GGOOWW__ggooww''//77??GGOOWW__ggooww8@@HHPPXX``hhppxx  ((0088@@HHPPXX``hhppxx ^^ ^^ ^    ^! ^!^" ^"^# ^##4&<&<&D&D&L&L&T&T&\&\&d&d&l&l&t&t&|&|&&&&&&&&&&&&&&&&&&&&&&&&&&&&&&&&&'' ' '''''$'$',','4'4'<'<'D'D'L'L'T'T'\'\'d'd'l'l't't'|'|'''''''''''''''''''''''''' b)aoperation.1gemm_f16_init_small_rows_interleaved_k80_c48_r72_r740]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue14kernelSpecGemm { multiply: F16, accumulate: F16, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 48 }outputElements3408input0Elements5680input1Elements3840usefulCycles4260physicalWorkCycles4320workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]( bJ7Moperation.1exchange :z2breasonOperatorInputsvalue12invocations1 broperation.2fill_zero_u64(M:MU2UUZYuzy*yj}}rb*R:reasonLayoutRearrangementvalue16kernelSpecFillZero { offset: 2272, bytes: 32, padding_only: true }outputElements5680usefulCycles0physicalWorkCycles0workEstimateBasispadding initialization: no useful tensor workinvocations1uniformInvocationstruearguments[0, 4] broperation.2fill_zero_u64(M:MU2UUZYuzy*yj}}rb*R:reasonLayoutRearrangementvalue16kernelSpecFillZero { offset: 4576, bytes: 32, padding_only: true }outputElements5680usefulCycles0physicalWorkCycles0workEstimateBasispadding initialization: no useful tensor workinvocations1uniformInvocationstruearguments[0, 4] broperation.2fill_zero_u64(M:MU2UUZYuzy*yj}}rb*R:reasonLayoutRearrangementvalue16kernelSpecFillZero { offset: 6880, bytes: 32, padding_only: true }outputElements5680usefulCycles0physicalWorkCycles0workEstimateBasispadding initialization: no useful tensor workinvocations1uniformInvocationstruearguments[0, 4] broperation.2fill_zero_u64(M:MU2UUZYuzy*yj}}rb*R:reasonLayoutRearrangementvalue16kernelSpecFillZero { offset: 9184, bytes: 32, padding_only: true }outputElements5680usefulCycles0physicalWorkCycles0workEstimateBasispadding initialization: no useful tensor workinvocations1uniformInvocationstruearguments[0, 4] broperation.2fill_zero_u64(M:MU2UUZYuzy*yj}}rb*R:reasonLayoutRearrangementvalue16kernelSpecFillZero { offset: 11488, bytes: 32, padding_only: true }outputElements5680usefulCycles0physicalWorkCycles0workEstimateBasispadding initialization: no useful tensor workinvocations1uniformInvocationstruearguments[0, 4] * J'=exchange : breasonLayoutRearrangementinvocations1                     ( ( 0 0 8 8 @ @ H H P P X X ` ` h h p p x x                         ( ( 0 0 8 8 @ @ H H P P X X ` ` h h p p x x                   ((0088@@HHPPXX``hhppxx  ((0088@@HHPPXX``hhppxx  ((0088@@HHPPXX``hhppxx  ((0088@@HHPPXX``hhppxx  ((0088@@HHPPXX``hhppxx  ((0088@@HHPPXX``hhppxx(0088@@HHPPXX``hhppxx  ((0088@@HHPPXX``hhppxx zz zz  z  ! !" "z# z#z$ z$z% z%% (((((!(!()()(1(1(9(9(A(A(I(I(Q(Q(Y(Y(a(a(i(i(q(q(y(y((((((((((((((((((((((((((((((((()) ) )))))!)!)))))1)1)9)9)A)A)I)I)Q)Q)Y)Y)a)a)i)i)q)q)y)y)))))))))))))))) b)aoperation.2gemm_f16_init_small_rows_interleaved_k80_c48_r72_r740]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue20kernelSpecGemm { multiply: F16, accumulate: F16, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 48 }outputElements3408input0Elements5680input1Elements3840usefulCycles4260physicalWorkCycles4320workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]( bJ7Moperation.2exchange :z2breasonOperatorInputsvalue18invocations1 brwoperation.6fill_zero_u645:5=2==ZA]za*abeem*mRqBreasonLayoutRearrangementvalue32kernelSpecFillZero { offset: 2832, bytes: 688, padding_only: false }outputElements1760invocations1uniformInvocationstruearguments[14, 2] bJ'Aoperation.6exchange : breasonLayoutRearrangementinvocations1  $$,,44<<DDLLTT\\ddllppttxx||@HHPPXX``hhppxx  ((0088@@HHPPXX``hhppxx  ((0088@@HHPPXX``ddhhllpptw{{j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( c c c     c  c c cc b)aoperation.6gemm_f16_init_small_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue37kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1408input0Elements1760input1Elements5120usefulCycles1584physicalWorkCycles1760workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[] b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue38kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1408input0Elements1408usefulCycles2057physicalWorkCycles2057workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[22, 64, 0] b)aoperation.6gemm_f16_init_small_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue41kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1760input0Elements1408input1Elements5120usefulCycles1584physicalWorkCycles1760workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[] b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM2}z*z*zb*RZreasonOperatorKernelvalue42kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: true, final_block: false }outputElements1628input0Elements1760input1Elements44invocations1uniformInvocationstruearguments[1, 0, 22]j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( c c c     c  c c cc  b)aoperation.6gemm_f16_init_small_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue45kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1408input0Elements1760input1Elements5120usefulCycles1584physicalWorkCycles1760workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]!! b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue46kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1408input0Elements1408usefulCycles2057physicalWorkCycles2057workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[22, 64, 0]"" b)aoperation.6gemm_f16_init_small_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue49kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1760input0Elements1408input1Elements5120usefulCycles1584physicalWorkCycles1760workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]## b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM:}z*z*zb*RZreasonOperatorKernelvalue50kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1628input0Elements1760input1Elements44invocations1uniformInvocationstruearguments[0, 0, 22]$ j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( c c c     c  c c cc%% b)aoperation.6gemm_f16_init_small_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue53kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1408input0Elements1760input1Elements5120usefulCycles1584physicalWorkCycles1760workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]&& b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue54kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1408input0Elements1408usefulCycles2057physicalWorkCycles2057workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[22, 64, 0]'' b)aoperation.6gemm_f16_init_small_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue57kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1760input0Elements1408input1Elements5120usefulCycles1584physicalWorkCycles1760workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[](( b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM:}z*z*zb*RZreasonOperatorKernelvalue58kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1628input0Elements1760input1Elements44invocations1uniformInvocationstruearguments[0, 0, 22]) j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( c c c     c  c c cc** b)aoperation.6gemm_f16_init_small_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue61kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1408input0Elements1760input1Elements5120usefulCycles1584physicalWorkCycles1760workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]++ b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue62kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1408input0Elements1408usefulCycles2057physicalWorkCycles2057workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[22, 64, 0],, b)aoperation.6gemm_f16_init_small_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue65kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1760input0Elements1408input1Elements5120usefulCycles1584physicalWorkCycles1760workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]-- b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM:}z*z*zb*RZreasonOperatorKernelvalue66kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1628input0Elements1760input1Elements44invocations1uniformInvocationstruearguments[0, 0, 22]. j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( c c c     c  c c cc// b)aoperation.6gemm_f16_init_small_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue69kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1408input0Elements1760input1Elements5120usefulCycles1584physicalWorkCycles1760workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]00 b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue70kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1408input0Elements1408usefulCycles2057physicalWorkCycles2057workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[22, 64, 0]11 b)aoperation.6gemm_f16_init_small_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue73kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1760input0Elements1408input1Elements5120usefulCycles1584physicalWorkCycles1760workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]22 b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM:}z*z*zb*RZreasonOperatorKernelvalue74kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1628input0Elements1760input1Elements44invocations1uniformInvocationstruearguments[0, 0, 22]3 j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( c c c     c  c c cc44 b)aoperation.6gemm_f16_init_small_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue77kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1408input0Elements1760input1Elements5120usefulCycles1584physicalWorkCycles1760workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]55 b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue78kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1408input0Elements1408usefulCycles2057physicalWorkCycles2057workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[22, 64, 0]66 b)aoperation.6gemm_f16_init_small_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue81kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1760input0Elements1408input1Elements5120usefulCycles1584physicalWorkCycles1760workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]77 b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM:}z*z*zb*RZreasonOperatorKernelvalue82kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1628input0Elements1760input1Elements44invocations1uniformInvocationstruearguments[0, 0, 22]8 j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( c c c     c  c c cc99 b)aoperation.6gemm_f16_init_small_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue85kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1408input0Elements1760input1Elements5120usefulCycles1584physicalWorkCycles1760workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]:: b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue86kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1408input0Elements1408usefulCycles2057physicalWorkCycles2057workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[22, 64, 0];; b)aoperation.6gemm_f16_init_small_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue89kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1760input0Elements1408input1Elements5120usefulCycles1584physicalWorkCycles1760workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]<< b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM:}z*z*zb*RZreasonOperatorKernelvalue90kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1628input0Elements1760input1Elements44invocations1uniformInvocationstruearguments[0, 0, 22]=j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( c c c     c  c c cc>> b)aoperation.6gemm_f16_init_small_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue93kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1408input0Elements1760input1Elements5120usefulCycles1584physicalWorkCycles1760workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]?? b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue94kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1408input0Elements1408usefulCycles2057physicalWorkCycles2057workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[22, 64, 0]@@ b)aoperation.6gemm_f16_init_small_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue97kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1760input0Elements1408input1Elements5120usefulCycles1584physicalWorkCycles1760workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]AA b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM:}z*z*zb*RZreasonOperatorKernelvalue98kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1628input0Elements1760input1Elements44invocations1uniformInvocationstruearguments[0, 0, 22]Bj bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( c c c     c  c c ccCC b)aoperation.6gemm_f16_init_small_rows_interleaved_k80_c64_r22_r230]:]za2a"aZez*z*z*j**b*RreasonOperatorKernelvalue101kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1408input0Elements1760input1Elements5120usefulCycles1584physicalWorkCycles1760workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]DD b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2Y"YZ]z*z*j**zb*RbreasonOperatorKernelvalue102kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1408input0Elements1408usefulCycles2057physicalWorkCycles2057workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[22, 64, 0]EE b)aoperation.6gemm_f16_init_small_rows_interleaved_k64_c80_r22_r230]:]za2a"aZez*z*z*j**b*RreasonOperatorKernelvalue105kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1760input0Elements1408input1Elements5120usefulCycles1584physicalWorkCycles1760workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]FF b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2I"IZM:}z*z*zb*RZreasonOperatorKernelvalue106kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1628input0Elements1760input1Elements44invocations1uniformInvocationstruearguments[0, 0, 22]Gj bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( c c c     c  c c ccHH b)aoperation.6gemm_f16_init_small_rows_interleaved_k80_c64_r22_r230]:]za2a"aZez*z*z*j**b*RreasonOperatorKernelvalue109kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1408input0Elements1760input1Elements5120usefulCycles1584physicalWorkCycles1760workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]II b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2Y"YZ]z*z*j**zb*RbreasonOperatorKernelvalue110kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1408input0Elements1408usefulCycles2057physicalWorkCycles2057workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[22, 64, 0]JJ b)aoperation.6gemm_f16_init_small_rows_interleaved_k64_c80_r22_r230]:]za2a"aZez*z*z*j**b*RreasonOperatorKernelvalue113kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1760input0Elements1408input1Elements5120usefulCycles1584physicalWorkCycles1760workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]KK b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2I"IZM:}z*z*zb*RZreasonOperatorKernelvalue114kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1628input0Elements1760input1Elements44invocations1uniformInvocationstruearguments[0, 0, 22]Lj bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( c c c     c  c c ccMM b)aoperation.6gemm_f16_init_small_rows_interleaved_k80_c64_r22_r230]:]za2a"aZez*z*z*j**b*RreasonOperatorKernelvalue117kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1408input0Elements1760input1Elements5120usefulCycles1584physicalWorkCycles1760workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]NN b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2Y"YZ]z*z*j**zb*RbreasonOperatorKernelvalue118kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1408input0Elements1408usefulCycles2057physicalWorkCycles2057workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[22, 64, 0]OO b)aoperation.6gemm_f16_init_small_rows_interleaved_k64_c80_r22_r230]:]za2a"aZez*z*z*j**b*RreasonOperatorKernelvalue121kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1760input0Elements1408input1Elements5120usefulCycles1584physicalWorkCycles1760workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]PP b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2I"IZM:}z*z*zb*RZreasonOperatorKernelvalue122kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1628input0Elements1760input1Elements44invocations1uniformInvocationstruearguments[0, 0, 22]Qv bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( c c c     g  g g ggRR b)aoperation.6gemm_f16_init_small_rows_interleaved_k80_c64_r22_r230]:]za2a"aZez*z*z*j:*b*RreasonOperatorKernelvalue125kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1408input0Elements1760input1Elements2000usefulCycles618.75physicalWorkCycles1760workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]SS b!Uoperation.6attention_softmax_d72_p64_tail_f16,U:UzY2Y"YZ]z*z*j**zb*RbreasonOperatorKernelvalue126kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 25, padded_key_columns: 64 }outputElements1408input0Elements1408usefulCycles1190physicalWorkCycles1258workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[22, 25, 0]TT b)aoperation.6gemm_f16_init_small_rows_interleaved_k64_c80_r22_r230]:]za2a"aZez*z*z*j:*b*RreasonOperatorKernelvalue129kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1760input0Elements1408input1Elements2000usefulCycles618.75physicalWorkCycles1760workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]UU b!operation.6attention_merge_v72_p80_out16_f16(M:MzQ2QQZU2z*z*zz*b*RZreasonOperatorKernelvalue31kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: true }outputElements1584input0Elements1760input1Elements44input2Elements1628invocations1uniformInvocationstruearguments[0, 1, 22]VH bJ7Qgoperation.6exchange :2"b!reasonLayoutRearrangementvalue130invocations1X))MMq\44XX||  00TTxxGPi . .`` XY"Y"QQ%((%(d//QdQdssFTF(( D ?|?|aa^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GPi . .`` XY"Y"QQ%((%(d//QdQdssFTF(( D ?|?|aa^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GPi . .`` XY"Y"QQ%((%(d//QdQdssFTF(( D ?|?|aa^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GPi . .`` XY"Y"QQ%((%(d//QdQdssFTF(( D ?|?|aa^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GPi..`` X_"_"WW+((+(d55WdWdyyFTF((# D# E|E|gg^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GPi..`` X_"_"WW+((+(d55WdWdyyFTF((# D# E|E|gg^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GPi..`` X_"_"WW+((+(d55WdWdyyFTF((# D# E|E|gg^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GPi..`` X_"_"WW+((+(d55WdWdyyFTF((# D# E|E|gg^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GPo..`` X_"_"WW+((+(d55WdWdyyFTF((# D# E|E|gg^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GPo..`` X_"_"WW+((+(d55WdWdyyFTF((# D# E|E|gg^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GPo..`` X_"_"WW+((+(d55WdWdyyFTF((# D# E|E|gg^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GPo..`` X_"_"WW+((+(d55WdWdyyFTF((# D# E|E|gg^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile 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b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GPu..`` %X%e"e"]]1((1(d;;]d]dFTF÷÷(() D) K|K|mm^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GPu..`` +X+k"k"cc7((7(dAAcdcdFTFɷɷ((  / D/ Q|Q|ss^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GPu..`` +X+k"k"cc7((7(dAAcdcdFTFɷɷ((  / D/ Q|Q|ss^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle 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b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GP{!.!.`` +X+k"k"cc7((7(dAAcdcdFTFɷɷ((  / D/ Q|Q|ss^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile 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b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GP{!.!.`` +X+k"k"cc7((7(dAAcdcdFTFɷɷ((  / D/ Q|Q|ss^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GP!.!.``   1X1q"q"ii=((=(dGGididFTFϷϷ((5 D5 W|W|yy^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GP!.!.``   1X1q"q"ii=((=(dGGididFTFϷϷ((5 D5 W|W|yy^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * 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j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GP!.!.``   1X1q"q"ii=((=(dGGididFTFϷϷ((5 D5 W|W|yy^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile 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b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GP-.-.`` 7X7w"w"ooC((C(ÉdÉMMododFTFշշ((; D; ]|]|^^ 4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GP'.'.`` 7X7w"w"ooC((C(ÉdÉMMododFTFշշ((; D; ]|]|^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GP'.'.`` 7X7w"w"ooC((C(ÉdÉMMododFTFշշ((; D; ]|]|^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GP'.'.`` 7X7w"w"ooC((C(ÉdÉMMododFTFշշ((; D; ]|]|^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GP'.'.`` 7X7w"w"ooC((C(ÉdÉMMododFTFշշ((; D; ]|]|^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile 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b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GP!.!.``   1X1q"q"ii=((=(dGGididFTFϷϷ((5 D5 W|W|yy^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GP{!.!.`` 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b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GPo..`` X_"_"WW+((+(d55WdWdyyFTF((# D# E|E|gg^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GPo..`` X_"_"WW+((+(d55WdWdyyFTF((# D# E|E|gg^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GPo..`` X_"_"WW+((+(d55WdWdyyFTF((# D# E|E|gg^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GPi..`` X_"_"WW+((+(d55WdWdyyFTF((# D# E|E|gg^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GPi..`` X_"_"WW+((+(d55WdWdyyFTF((# D# E|E|gg^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GPi..`` X_"_"WW+((+(d55WdWdyyFTF((# D# E|E|gg^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GPi..`` X_"_"WW+((+(d55WdWdyyFTF((# D# E|E|gg^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130,cCPC_8_gg--##xeLeL[h)[h@+a+a , \-@4.@j$:j ==(?!@!3 B3,CC4HE4IFIUc,HUcxLIxIhKͺLͺwLNwlOPQ+R+ElTEZUZo0VoWYZ![!!P\!]34_3'`'C=aC=CRpbCR7jc7jUTeUfegeeheYjYwtkw! l!  n4n4{L(p{LaqaC{ sC{,ttpvweTyetz{.|.C}C]t]rr8ۜۜiȆ bJ'A'operation.0exchange : breasonLayoutRearrangementinvocations1[cckkss{{  ##++33;;CCKKSS[[cckkss{{  ##++33;;CCKKSS[[cckkss{{  ##++33;;CCKKSS[[cckkss{{  ##++33;;CCKKSS[[cckkss{{  ##++33;;CCKKSS[[cckkss{{  ##++33;;CCKKSS[[cckkss{{  ##++33;;CCKKSS[[cckkss{{  ##++33;;CCKKSS[[cckkss{{       # # + + 3 3 ; ; C C K f n n v v ~ ~                    ''//77??GGOOWW__ggooww''//77??GGOOWW__ggooww b)aoperation.0gemm_f16_init_small_rows_interleaved_k80_c48_r72_r740]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue8kernelSpecGemm { multiply: F16, accumulate: F16, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 48 }outputElements3456input0Elements5760input1Elements3840usefulCycles4320physicalWorkCycles4320workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]( bJ7Moperation.0exchange :z2breasonOperatorInputsvalue6invocations1 8( J'='exchange : breasonLayoutRearrangementinvocations1         ( ( 0 0 8 8 @ @ H H P P X X ` ` h h p p x x                        ! ! ) ) 1 1 9 9 A A I I Q Q Y Y a a i i q q y y                        ! ! ) ) 1 1 9 9 A A I I Q Q Y Y a a i i q q y y                        " " * * 2 2 : : B B J J R R Z Z b b j j r r z z              $ $ , , 4 4 < < D D L L T T \ \ d d l l t t | |                   $$,,44<<DDLLTT\\ddlltt||  $$,,44<<DDLLTT\\ddlltt||  $$,,44<<DDLLTT\\ddlltt||  T\\ddlltt||  $$,,44<<D  $     1! 1!1" 1"1# 1## #$ $% %1&1&9&9&A&A&I&I&Q&Q&Y&Y&a&a&i&i&q&q&y&y&&&&&&&&&&&&&&&&&&&&&&&&&&&&&&&&&'' ' '''''!'!')')'1'1'9'9'A'A'I'I'Q'Q'Y'Y'a'a'i'i'q'q'y'y'''''''''''''''''''''''''''''''''(( ( (((((!(!()()(1( b)aoperation.1gemm_f16_init_small_rows_interleaved_k80_c48_r72_r740]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue14kernelSpecGemm { multiply: F16, accumulate: F16, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 48 }outputElements3456input0Elements5760input1Elements3840usefulCycles4320physicalWorkCycles4320workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]( bJ7Moperation.1exchange :z2breasonOperatorInputsvalue12invocations1  * J'='exchange : breasonLayoutRearrangementinvocations1                     % % - - 5 5 = = E E M M U U ] ] e e m m u u } }                        % % - - 5 5 = = E E M M U U ] ] e e m m u u } }                   %%--55==EEMMUU]]eemmuu}}  %%--55==EEMMUU]]eemmuu}}  %%--55==EEMMUU]]eemmuu}}  %%--55==EEMMUU]]eemmuu}}  %%--55==EEMMUU]]eemmuu}}  %%--55==EEMMUU]]eemmuu}}  %%--55==EEMMUU]]eemmuu}}  ! !" "# #$ $% %% %& &' '((((((((&(&(.(.(6(6(>(>(F(F(N(N(V(V(^(^(f(f(n(n(v(v(~(~((((((((((((((((((((((((((((((((())))))))&)&).).)6)6)>)>)F)F)N)N)V)V)^)^)f)f)n)n)v)v)~)~)))))))))))))))))))))))))))))))))* b)aoperation.2gemm_f16_init_small_rows_interleaved_k80_c48_r72_r740]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue20kernelSpecGemm { multiply: F16, accumulate: F16, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 48 }outputElements3456input0Elements5760input1Elements3840usefulCycles4320physicalWorkCycles4320workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]( bJ7Moperation.2exchange :z2breasonOperatorInputsvalue18invocations1   brwoperation.6fill_zero_u645:5=2==ZA]za*abeem*mRqBreasonLayoutRearrangementvalue32kernelSpecFillZero { offset: 2960, bytes: 720, padding_only: false }outputElements1840invocations1uniformInvocationstruearguments[15, 0]  brwoperation.6fill_zero_u645:5=2==ZA]za*abeem*mRqBreasonLayoutRearrangementvalue33kernelSpecFillZero { offset: 528, bytes: 3568, padding_only: false }outputElements2048invocations1uniformInvocationstruearguments[74, 2]  brwoperation.6fill_zero_u645:5=2==ZA]za*abeem*mRqBreasonLayoutRearrangementvalue34kernelSpecFillZero { offset: 48, bytes: 4048, padding_only: false }outputElements2048invocations1uniformInvocationstruearguments[84, 2]  bJ'A7operation.6exchange : breasonLayoutRearrangementinvocations1&&**2266>>BBJJNNVVZZbbffnnrrzz~~  ""&&..22::>>FFJJRRVV^^bbjjnnvvzz  ""**..66::BBF$,,44<<@BFFJJRRZZbbjjrrzz  $$,,44<<DDLLTT\\ddllppttxx||1 9 9 A A I I Q Q U U Y Y ] ] a 6 > > B B J J N N V V Z Z b b f f n n r r z z ~ ~                  ! ! ) ) 1 1 9 9 A A I I Q Q Y Y a a i i m m q q u u y y } }                                 ! ! % % ) ) - - 1 1 5 5 9 9 = = A A E   $$,,44<<DDLLTT\\ddlltt||  $$,,4488<<@@DDHHLLPPTTXX\\``d''//77??GGOOWW__ggooww''//77??GGKKOOSSWW[[__ccggkkoos  b-operation.6rearrange_row_major_to_amp_f16_o2_r64_p64_c32_p32_b64x16,U:U]2]]Zaz*z*j* * 1b55=*=RAreasonLayoutRearrangementvalue34kernelSpecRearrange { from: Layout { order: RowMajor, tiling: TensorTiling { tile_count: 1, replicas: 1, axes: [] }, memory_class: Ipu21Standard }, to: Layout { order: BlockMajor(Matrix { row_block: 64, column_block: 16 }), tiling: TensorTiling { tile_count: 48, replicas: 1, axes: [AxisTiling { axis: FromStart(0), partitions: 2, padding_groups: 1, block_size: 1, padding_multiple: 1, shard_padding_multiple: 1, padding: Reject, tile_stride: Some(1) }, AxisTiling { axis: FromStart(1), partitions: 12, padding_groups: 1, block_size: 64, padding_multiple: 64, shard_padding_multiple: 1, padding: Zero, tile_stride: Some(4) }, AxisTiling { axis: FromStart(2), partitions: 2, padding_groups: 1, block_size: 16, padding_multiple: 16, shard_padding_multiple: 1, padding: Zero, tile_stride: Some(2) }] }, memory_class: Ipu21Standard } }outputElements2048input0Elements2048usefulCycles1024physicalWorkCycles1024workEstimateBasisdense copy baseline: 8-byte load + store / 2 issue slotsinvocations1uniformInvocationstruearguments[64, 64, 2, 32, 32, 1]j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     a  a a aa b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue37kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[] b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue38kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0] b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue41kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[] b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM2}z*z*zb*RZreasonOperatorKernelvalue42kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: true, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[1, 0, 23]j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     a  a a aa b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue45kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[] b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue46kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0] b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue49kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[] b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM:}z*z*zb*RZreasonOperatorKernelvalue50kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[0, 0, 23] j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     a  a a aa b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue53kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[] b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue54kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0] b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue57kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[] b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM:}z*z*zb*RZreasonOperatorKernelvalue58kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[0, 0, 23] j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     a  a a aa b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue61kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[] b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue62kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0]  b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue65kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]!! b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM:}z*z*zb*RZreasonOperatorKernelvalue66kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[0, 0, 23]" j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     a  a a aa## b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue69kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]$$ b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue70kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0]%% b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue73kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]&& b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM:}z*z*zb*RZreasonOperatorKernelvalue74kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[0, 0, 23]' j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     a  a a aa(( b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue77kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[])) b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue78kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0]** b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue81kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]++ b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM:}z*z*zb*RZreasonOperatorKernelvalue82kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[0, 0, 23], j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     a  a a aa-- b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue85kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[].. b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue86kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0]// b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue89kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]00 b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM:}z*z*zb*RZreasonOperatorKernelvalue90kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[0, 0, 23]1j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     a  a a aa22 b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue93kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]33 b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue94kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0]44 b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue97kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]55 b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM:}z*z*zb*RZreasonOperatorKernelvalue98kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[0, 0, 23]6j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     a  a a aa77 b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2a"aZez*z*z*j**b*RreasonOperatorKernelvalue101kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]88 b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2Y"YZ]z*z*j**zb*RbreasonOperatorKernelvalue102kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0]99 b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2a"aZez*z*z*j**b*RreasonOperatorKernelvalue105kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]:: b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2I"IZM:}z*z*zb*RZreasonOperatorKernelvalue106kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[0, 0, 23];j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1< a a a         a  a a ## aa<< b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2a"aZez*z*z*j**b*RreasonOperatorKernelvalue109kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]== b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2Y"YZ]z*z*j**zb*RbreasonOperatorKernelvalue110kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0]>> b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2a"aZez*z*z*j**b*RreasonOperatorKernelvalue113kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]?? b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2I"IZM:}z*z*zb*RZreasonOperatorKernelvalue114kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[0, 0, 23]@j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     a  a a aaAA b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2a"aZez*z*z*j**b*RreasonOperatorKernelvalue117kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]BB b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2Y"YZ]z*z*j**zb*RbreasonOperatorKernelvalue118kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0]CC b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2a"aZez*z*z*j**b*RreasonOperatorKernelvalue121kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]DD b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2I"IZM:}z*z*zb*RZreasonOperatorKernelvalue122kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[0, 0, 23]Ev bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     i  i i qqFF b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2a"aZez*z*z*jB*b*RreasonOperatorKernelvalue125kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements2000usefulCycles646.875physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]GG b!Uoperation.6attention_softmax_d72_p64_tail_f16,U:UzY2Y"YZ]z*z*j**zb*RbreasonOperatorKernelvalue126kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 25, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles1260physicalWorkCycles1332workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 25, 0]HH b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2a"aZez*z*z*jB*b*RreasonOperatorKernelvalue129kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements2000usefulCycles646.875physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]II b!operation.6attention_merge_v72_p80_out16_f16(M:MzQ2QQZU2z*z*zz*b*RZreasonOperatorKernelvalue31kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: true }outputElements1656input0Elements1840input1Elements46input2Elements1702invocations1uniformInvocationstruearguments[0, 1, 23]JH bJ7Qwoperation.6exchange :2"b!reasonLayoutRearrangementvalue130invocations1\))MMqq%%IImm22VVzz  ..RRvGPcmm(AXA]]GnpGnQpQp}q }qr<rslsmmc8!c"#L$ |% 9 &9 A'A]x1]2'\3']>44]>7Ӳ8Ӳ:;<>W>WK48@K4'IA'IbCbx>FFNNVV^^ffnnvv~~&&..66>>FFNNVV^^ffnnvv~~&&..66>>FFNNVV^^ffnnvv~~&&..66>>F  ""**22::BBJJRRZZbbjjrrzz  ""**22::BBJJRRZZbbjjrrzz  ""**22::BBJJRRZZbbjjrrzz       " " * * 2 2 : : B B J J R R Z Z b b j j r r z z                        " " * * 2 2 : : B B J J R R Z Z b b j j r r z z              |   | |  | |  | b)aoperation.0gemm_f16_init_small_rows_interleaved_k80_c48_r72_r740]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue8kernelSpecGemm { multiply: F16, accumulate: F16, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 48 }outputElements3456input0Elements4608input1Elements3072usefulCycles3456physicalWorkCycles4320workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]( bJ7Moperation.0exchange :z2breasonOperatorInputsvalue6invocations1  broperation.1fill_zero_u64(M:MU2UUZYuzy*yj}}rb*RBreasonLayoutRearrangementvalue10kernelSpecFillZero { offset: 9216, bytes: 2304, padding_only: true }outputElements4608usefulCycles0physicalWorkCycles0workEstimateBasispadding initialization: no useful tensor workinvocations1uniformInvocationstruearguments[48, 0] broperation.1fill_zero_u64(M:MU2UUZYuzy*yj}}rb*RBreasonLayoutRearrangementvalue13kernelSpecFillZero { offset: 2048, bytes: 512, padding_only: true }outputElements3072usefulCycles0physicalWorkCycles0workEstimateBasispadding initialization: no useful tensor workinvocations1uniformInvocationstruearguments[10, 4]  broperation.1fill_zero_u64(M:MU2UUZYuzy*yj}}rb*RBreasonLayoutRearrangementvalue13kernelSpecFillZero { offset: 4608, bytes: 512, padding_only: true }outputElements3072usefulCycles0physicalWorkCycles0workEstimateBasispadding initialization: no useful tensor workinvocations1uniformInvocationstruearguments[10, 4]  broperation.1fill_zero_u64(M:MU2UUZYuzy*yj}}rb*RBreasonLayoutRearrangementvalue13kernelSpecFillZero { offset: 7168, bytes: 512, padding_only: true }outputElements3072usefulCycles0physicalWorkCycles0workEstimateBasispadding initialization: no useful tensor workinvocations1uniformInvocationstruearguments[10, 4] 8( J'=exchange : breasonLayoutRearrangementinvocations1  ( ( 0 0 8 8 @ @ H H P P X X ` ` h h p p x x                         ( ( 0 0 8 8 @ @ H H P P X X ` ` h h p p x x                         ( ( 0 0 8 8 @ @ H H P P X X ` ` h h p p x x              ( ( 0 0 8 8 @ @ H H P P X X ` ` h h p p x x                         ( ( 0 0 8 8 @ @ H H P P X X ` ` h h p p x x                   ((0088@@HHPPXX``hhppxy  !!))1199AAIIQQYYaaiiqqyy  !!))1199AAIIQQYYaaiiqqyy  !!))1199AAIIQQYYaaiiqqyy  !!))1199AAIIQQY nn n  n n n n  n  b)aoperation.1gemm_f16_init_small_rows_interleaved_k80_c48_r72_r740]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue14kernelSpecGemm { multiply: F16, accumulate: F16, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 48 }outputElements3456input0Elements4608input1Elements3072usefulCycles3456physicalWorkCycles4320workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[] ( bJ7Moperation.1exchange :z2breasonOperatorInputsvalue12invocations1  broperation.2fill_zero_u64(M:MU2UUZYuzy*yj}}rb*RBreasonLayoutRearrangementvalue16kernelSpecFillZero { offset: 9216, bytes: 2304, padding_only: true }outputElements4608usefulCycles0physicalWorkCycles0workEstimateBasispadding initialization: no useful tensor workinvocations1uniformInvocationstruearguments[48, 0] broperation.2fill_zero_u64(M:MU2UUZYuzy*yj}}rb*RBreasonLayoutRearrangementvalue19kernelSpecFillZero { offset: 2048, bytes: 512, padding_only: true }outputElements3072usefulCycles0physicalWorkCycles0workEstimateBasispadding initialization: no useful tensor workinvocations1uniformInvocationstruearguments[10, 4] broperation.2fill_zero_u64(M:MU2UUZYuzy*yj}}rb*RBreasonLayoutRearrangementvalue19kernelSpecFillZero { offset: 4608, bytes: 512, padding_only: true }outputElements3072usefulCycles0physicalWorkCycles0workEstimateBasispadding initialization: no useful tensor workinvocations1uniformInvocationstruearguments[10, 4] broperation.2fill_zero_u64(M:MU2UUZYuzy*yj}}rb*RBreasonLayoutRearrangementvalue19kernelSpecFillZero { offset: 7168, bytes: 512, padding_only: true }outputElements3072usefulCycles0physicalWorkCycles0workEstimateBasispadding initialization: no useful tensor workinvocations1uniformInvocationstruearguments[10, 4] * J'=exchange : breasonLayoutRearrangementinvocations1  ( ( 0 0 8 8 @ @ H H P P X X ` ` h h p p x x                         ( ( 0 0 8 8 @ @ H H P P X X ` ` h h p p x x                         ( ( 0 0 8 8 @ @ H H P P X X ` ` h h p p x x              ( ( 0 0 8 8 @ @ H H P P X X ` ` h h p p x x                         ( ( 0 0 8 8 @ @ H H P P X X ` ` h h p p x x                   ((0088@@HHPPXX``hhppx  !!))1199AAIIQQYYaaiiqqyy  !!))1199AAIIQQYYaaiiqqyy  !!))1199AAIIQQYYaaiiqqyy  !!))1199AAIIQQYYaaiiqqy ss s  s      b)aoperation.2gemm_f16_init_small_rows_interleaved_k80_c48_r72_r740]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue20kernelSpecGemm { multiply: F16, accumulate: F16, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 48 }outputElements3456input0Elements4608input1Elements3072usefulCycles3456physicalWorkCycles4320workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]( bJ7Moperation.2exchange :z2breasonOperatorInputsvalue18invocations1  brwoperation.6fill_zero_u645:5=2==ZA]za*abeem*mRqBreasonLayoutRearrangementvalue32kernelSpecFillZero { offset: 2832, bytes: 688, padding_only: false }outputElements1760invocations1uniformInvocationstruearguments[14, 2] bJ'Aoperation.6exchange : breasonLayoutRearrangementinvocations1  %%--55==EEMMUU]]eemmuu}}  %%--55==EEMMUU]]eemmuu}}  ##++33;=EEMMUU]]eemmuu}}  ##''++/j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( e e e     e  e e ee b)aoperation.6gemm_f16_init_small_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue37kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1408input0Elements1760input1Elements5120usefulCycles1584physicalWorkCycles1760workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[] b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue38kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1408input0Elements1408usefulCycles2057physicalWorkCycles2057workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[22, 64, 0] b)aoperation.6gemm_f16_init_small_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue41kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1760input0Elements1408input1Elements5120usefulCycles1584physicalWorkCycles1760workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[] b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM2}z*z*zb*RZreasonOperatorKernelvalue42kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: true, final_block: false }outputElements1628input0Elements1760input1Elements44invocations1uniformInvocationstruearguments[1, 0, 22]j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( e e e     e  e e ee b)aoperation.6gemm_f16_init_small_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue45kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1408input0Elements1760input1Elements5120usefulCycles1584physicalWorkCycles1760workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[] b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue46kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1408input0Elements1408usefulCycles2057physicalWorkCycles2057workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[22, 64, 0] b)aoperation.6gemm_f16_init_small_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue49kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1760input0Elements1408input1Elements5120usefulCycles1584physicalWorkCycles1760workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]  b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM:}z*z*zb*RZreasonOperatorKernelvalue50kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1628input0Elements1760input1Elements44invocations1uniformInvocationstruearguments[0, 0, 22]! j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( e e e     e  e e ee"" b)aoperation.6gemm_f16_init_small_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue53kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1408input0Elements1760input1Elements5120usefulCycles1584physicalWorkCycles1760workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]## b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue54kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1408input0Elements1408usefulCycles2057physicalWorkCycles2057workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[22, 64, 0]$$ b)aoperation.6gemm_f16_init_small_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue57kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1760input0Elements1408input1Elements5120usefulCycles1584physicalWorkCycles1760workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]%% b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM:}z*z*zb*RZreasonOperatorKernelvalue58kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1628input0Elements1760input1Elements44invocations1uniformInvocationstruearguments[0, 0, 22]& j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( e e e     e  e e ee'' b)aoperation.6gemm_f16_init_small_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue61kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1408input0Elements1760input1Elements5120usefulCycles1584physicalWorkCycles1760workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[](( b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue62kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1408input0Elements1408usefulCycles2057physicalWorkCycles2057workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[22, 64, 0])) b)aoperation.6gemm_f16_init_small_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue65kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1760input0Elements1408input1Elements5120usefulCycles1584physicalWorkCycles1760workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]** b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM:}z*z*zb*RZreasonOperatorKernelvalue66kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1628input0Elements1760input1Elements44invocations1uniformInvocationstruearguments[0, 0, 22]+ j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( e e e     e  e e ee,, b)aoperation.6gemm_f16_init_small_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue69kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1408input0Elements1760input1Elements5120usefulCycles1584physicalWorkCycles1760workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]-- b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue70kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1408input0Elements1408usefulCycles2057physicalWorkCycles2057workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[22, 64, 0].. b)aoperation.6gemm_f16_init_small_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue73kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1760input0Elements1408input1Elements5120usefulCycles1584physicalWorkCycles1760workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]// b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM:}z*z*zb*RZreasonOperatorKernelvalue74kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1628input0Elements1760input1Elements44invocations1uniformInvocationstruearguments[0, 0, 22]0 j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( e e e     e  e e ee11 b)aoperation.6gemm_f16_init_small_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue77kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1408input0Elements1760input1Elements5120usefulCycles1584physicalWorkCycles1760workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]22 b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue78kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1408input0Elements1408usefulCycles2057physicalWorkCycles2057workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[22, 64, 0]33 b)aoperation.6gemm_f16_init_small_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue81kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1760input0Elements1408input1Elements5120usefulCycles1584physicalWorkCycles1760workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]44 b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM:}z*z*zb*RZreasonOperatorKernelvalue82kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1628input0Elements1760input1Elements44invocations1uniformInvocationstruearguments[0, 0, 22]5 j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( e e e     e  e e ee66 b)aoperation.6gemm_f16_init_small_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue85kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1408input0Elements1760input1Elements5120usefulCycles1584physicalWorkCycles1760workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]77 b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue86kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1408input0Elements1408usefulCycles2057physicalWorkCycles2057workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[22, 64, 0]88 b)aoperation.6gemm_f16_init_small_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue89kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1760input0Elements1408input1Elements5120usefulCycles1584physicalWorkCycles1760workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]99 b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM:}z*z*zb*RZreasonOperatorKernelvalue90kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1628input0Elements1760input1Elements44invocations1uniformInvocationstruearguments[0, 0, 22]:j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( e e e     e  e e ee;; b)aoperation.6gemm_f16_init_small_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue93kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1408input0Elements1760input1Elements5120usefulCycles1584physicalWorkCycles1760workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]<< b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue94kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1408input0Elements1408usefulCycles2057physicalWorkCycles2057workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[22, 64, 0]== b)aoperation.6gemm_f16_init_small_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue97kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1760input0Elements1408input1Elements5120usefulCycles1584physicalWorkCycles1760workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]>> b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM:}z*z*zb*RZreasonOperatorKernelvalue98kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1628input0Elements1760input1Elements44invocations1uniformInvocationstruearguments[0, 0, 22]?j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( e e e     e  e e ee@@ b)aoperation.6gemm_f16_init_small_rows_interleaved_k80_c64_r22_r230]:]za2a"aZez*z*z*j**b*RreasonOperatorKernelvalue101kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1408input0Elements1760input1Elements5120usefulCycles1584physicalWorkCycles1760workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]AA b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2Y"YZ]z*z*j**zb*RbreasonOperatorKernelvalue102kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1408input0Elements1408usefulCycles2057physicalWorkCycles2057workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[22, 64, 0]BB b)aoperation.6gemm_f16_init_small_rows_interleaved_k64_c80_r22_r230]:]za2a"aZez*z*z*j**b*RreasonOperatorKernelvalue105kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1760input0Elements1408input1Elements5120usefulCycles1584physicalWorkCycles1760workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]CC b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2I"IZM:}z*z*zb*RZreasonOperatorKernelvalue106kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1628input0Elements1760input1Elements44invocations1uniformInvocationstruearguments[0, 0, 22]Dj bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( e e e     e  e e eeEE b)aoperation.6gemm_f16_init_small_rows_interleaved_k80_c64_r22_r230]:]za2a"aZez*z*z*j**b*RreasonOperatorKernelvalue109kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1408input0Elements1760input1Elements5120usefulCycles1584physicalWorkCycles1760workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]FF b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2Y"YZ]z*z*j**zb*RbreasonOperatorKernelvalue110kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1408input0Elements1408usefulCycles2057physicalWorkCycles2057workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[22, 64, 0]GG b)aoperation.6gemm_f16_init_small_rows_interleaved_k64_c80_r22_r230]:]za2a"aZez*z*z*j**b*RreasonOperatorKernelvalue113kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1760input0Elements1408input1Elements5120usefulCycles1584physicalWorkCycles1760workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]HH b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2I"IZM:}z*z*zb*RZreasonOperatorKernelvalue114kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1628input0Elements1760input1Elements44invocations1uniformInvocationstruearguments[0, 0, 22]Ij bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( e e e     e  e e eeJJ b)aoperation.6gemm_f16_init_small_rows_interleaved_k80_c64_r22_r230]:]za2a"aZez*z*z*j**b*RreasonOperatorKernelvalue117kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1408input0Elements1760input1Elements5120usefulCycles1584physicalWorkCycles1760workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]KK b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2Y"YZ]z*z*j**zb*RbreasonOperatorKernelvalue118kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1408input0Elements1408usefulCycles2057physicalWorkCycles2057workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[22, 64, 0]LL b)aoperation.6gemm_f16_init_small_rows_interleaved_k64_c80_r22_r230]:]za2a"aZez*z*z*j**b*RreasonOperatorKernelvalue121kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1760input0Elements1408input1Elements5120usefulCycles1584physicalWorkCycles1760workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]MM b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2I"IZM:}z*z*zb*RZreasonOperatorKernelvalue122kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1628input0Elements1760input1Elements44invocations1uniformInvocationstruearguments[0, 0, 22]Nv bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( e e e     m  m m mmOO b)aoperation.6gemm_f16_init_small_rows_interleaved_k80_c64_r22_r230]:]za2a"aZez*z*z*j:*b*RreasonOperatorKernelvalue125kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1408input0Elements1760input1Elements2000usefulCycles618.75physicalWorkCycles1760workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]PP b!Uoperation.6attention_softmax_d72_p64_tail_f16,U:UzY2Y"YZ]z*z*j**zb*RbreasonOperatorKernelvalue126kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 25, padded_key_columns: 64 }outputElements1408input0Elements1408usefulCycles1190physicalWorkCycles1258workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[22, 25, 0]QQ b)aoperation.6gemm_f16_init_small_rows_interleaved_k64_c80_r22_r230]:]za2a"aZez*z*z*j:*b*RreasonOperatorKernelvalue129kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1760input0Elements1408input1Elements2000usefulCycles618.75physicalWorkCycles1760workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]RR b!operation.6attention_merge_v72_p80_out16_f16(M:MzQ2QQZU2z*z*zz*b*RZreasonOperatorKernelvalue31kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: true }outputElements1584input0Elements1760input1Elements44input2Elements1628invocations1uniformInvocationstruearguments[0, 1, 22]SH bJ7Qgoperation.6exchange :2"b!reasonLayoutRearrangementvalue130invocations1X**NNrr&&JJnn}  11UUyyw\cmm@ApA]]GnGnQpQp}q,}qr\rss`!"D#t$%3 &3 B(B^1^ݚ 3ݚ!3!͞d4͞<5/B6/B)lB)lDEG!tH!3I3 KK4(M4INIUc PUcx,QxQHSͺTͺw,VwLWWhY+Z+EL\EZl]Zo^o_`lb!c!!0d!e3g3'h'C=iC=CRPjCR7jk7jU4mUneoeeppeYqYwTsw! t! u4v4{Lx{LatyaC{zC{ ||P~e4eT.p.C܅C]T]rtr՜՜t broperation.0fill_zero_u64(M:MU2UUZYuzy*yj}}rb*RBreasonLayoutRearrangementvalue4kernelSpecFillZero { offset: 9216, bytes: 2304, padding_only: true }outputElements4608usefulCycles0physicalWorkCycles0workEstimateBasispadding initialization: no useful tensor workinvocations1uniformInvocationstruearguments[48, 0] broperation.0fill_zero_u64(M:MU2UUZYuzy*yj}}rb*RBreasonLayoutRearrangementvalue7kernelSpecFillZero { offset: 2048, bytes: 512, padding_only: true }outputElements3072usefulCycles0physicalWorkCycles0workEstimateBasispadding initialization: no useful tensor workinvocations1uniformInvocationstruearguments[10, 4] broperation.0fill_zero_u64(M:MU2UUZYuzy*yj}}rb*RBreasonLayoutRearrangementvalue7kernelSpecFillZero { offset: 4608, bytes: 512, padding_only: true }outputElements3072usefulCycles0physicalWorkCycles0workEstimateBasispadding initialization: no useful tensor workinvocations1uniformInvocationstruearguments[10, 4] broperation.0fill_zero_u64(M:MU2UUZYuzy*yj}}rb*RBreasonLayoutRearrangementvalue7kernelSpecFillZero { offset: 7168, bytes: 512, padding_only: true }outputElements3072usefulCycles0physicalWorkCycles0workEstimateBasispadding initialization: no useful tensor workinvocations1uniformInvocationstruearguments[10, 4] bJ'Aoperation.0exchange : breasonLayoutRearrangementinvocations1^ffnnvv~~&&..66>>FFNNVV^^ffnnvv~~&&..66>>FFNNVV^^ffnnvv~~&&..66>>FFNNVV^^ffnnvv~~&&..66>>FFNNVV^bjjrrzzLTT\\ddlltt||  $$,,44<<DDLLTT\\ddlltt||  $$,,44<<DDLLTT\\ddlltt||  $$,,44<<DDLLTT\\ddlltt||       $ $ , , 4 4 < < D D L                 & & . . 6 6 > > F F N N V V ^ ^ f f n n v v ~ ~  y   y y  : y y  y b)aoperation.0gemm_f16_init_small_rows_interleaved_k80_c48_r72_r740]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue8kernelSpecGemm { multiply: F16, accumulate: F16, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 48 }outputElements3456input0Elements4608input1Elements3072usefulCycles3456physicalWorkCycles4320workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]( bJ7Moperation.0exchange :z2breasonOperatorInputsvalue6invocations1  broperation.1fill_zero_u64(M:MU2UUZYuzy*yj}}rb*RBreasonLayoutRearrangementvalue10kernelSpecFillZero { offset: 9216, bytes: 2304, padding_only: true }outputElements4608usefulCycles0physicalWorkCycles0workEstimateBasispadding initialization: no useful tensor workinvocations1uniformInvocationstruearguments[48, 0] broperation.1fill_zero_u64(M:MU2UUZYuzy*yj}}rb*RBreasonLayoutRearrangementvalue13kernelSpecFillZero { offset: 2048, bytes: 512, padding_only: true }outputElements3072usefulCycles0physicalWorkCycles0workEstimateBasispadding initialization: no useful tensor workinvocations1uniformInvocationstruearguments[10, 4]  broperation.1fill_zero_u64(M:MU2UUZYuzy*yj}}rb*RBreasonLayoutRearrangementvalue13kernelSpecFillZero { offset: 4608, bytes: 512, padding_only: true }outputElements3072usefulCycles0physicalWorkCycles0workEstimateBasispadding initialization: no useful tensor workinvocations1uniformInvocationstruearguments[10, 4]  broperation.1fill_zero_u64(M:MU2UUZYuzy*yj}}rb*RBreasonLayoutRearrangementvalue13kernelSpecFillZero { offset: 7168, bytes: 512, padding_only: true }outputElements3072usefulCycles0physicalWorkCycles0workEstimateBasispadding initialization: no useful tensor workinvocations1uniformInvocationstruearguments[10, 4] 8( J'=exchange : breasonLayoutRearrangementinvocations1          % % - - 5 5 = = E E M M U U ] ] e e m m u u } }                        % % - - 5 5 = = E E M M U U ] ] e e m m u u } }                        % % - - 5 5 = = E E M M U U ] ] e e m m u u } }                        % % - - 5 5 = = E E M M U U ] ] e e m m u u } }                        % % - - 5 5 = = E E M M U U ] ] e e m m u u } }                   %%--55==EEMMUU]]eemmuu}}  %%--55==EEMMUU]]eemmuu}}  %%--55==EEMMUU]]eemmuu}}    %%--55==EEMMUU]]eemmuu}} m m m   b)aoperation.1gemm_f16_init_small_rows_interleaved_k80_c48_r72_r740]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue14kernelSpecGemm { multiply: F16, accumulate: F16, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 48 }outputElements3456input0Elements4608input1Elements3072usefulCycles3456physicalWorkCycles4320workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[] ( bJ7Moperation.1exchange :z2breasonOperatorInputsvalue12invocations1  broperation.2fill_zero_u64(M:MU2UUZYuzy*yj}}rb*RBreasonLayoutRearrangementvalue16kernelSpecFillZero { offset: 9216, bytes: 2304, padding_only: true }outputElements4608usefulCycles0physicalWorkCycles0workEstimateBasispadding initialization: no useful tensor workinvocations1uniformInvocationstruearguments[48, 0] broperation.2fill_zero_u64(M:MU2UUZYuzy*yj}}rb*RBreasonLayoutRearrangementvalue19kernelSpecFillZero { offset: 2048, bytes: 512, padding_only: true }outputElements3072usefulCycles0physicalWorkCycles0workEstimateBasispadding initialization: no useful tensor workinvocations1uniformInvocationstruearguments[10, 4] broperation.2fill_zero_u64(M:MU2UUZYuzy*yj}}rb*RBreasonLayoutRearrangementvalue19kernelSpecFillZero { offset: 4608, bytes: 512, padding_only: true }outputElements3072usefulCycles0physicalWorkCycles0workEstimateBasispadding initialization: no useful tensor workinvocations1uniformInvocationstruearguments[10, 4] broperation.2fill_zero_u64(M:MU2UUZYuzy*yj}}rb*RBreasonLayoutRearrangementvalue19kernelSpecFillZero { offset: 7168, bytes: 512, padding_only: true }outputElements3072usefulCycles0physicalWorkCycles0workEstimateBasispadding initialization: no useful tensor workinvocations1uniformInvocationstruearguments[10, 4] * J'=exchange : breasonLayoutRearrangementinvocations1          % % - - 5 5 = = E E M M U U ] ] e e m m u u } }                        % % - - 5 5 = = E E M M U U ] ] e e m m u u } }                        % % - - 5 5 = = E E M M U U ] ] e e m m u u } }                        % % - - 5 5 = = E E M M U U ] ] e e m m u u } }                     &&..66>>FFNNVV^^ffnnvv~~&&..66>>FFNNVV^^ffnnvv~~&&..66>>FFNNVV^^ffnnvv~~&&..66>>FFNNVV^^ffnnvv~~&&..66>>F % % % 0  b)aoperation.2gemm_f16_init_small_rows_interleaved_k80_c48_r72_r740]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue20kernelSpecGemm { multiply: F16, accumulate: F16, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 48 }outputElements3456input0Elements4608input1Elements3072usefulCycles3456physicalWorkCycles4320workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]( bJ7Moperation.2exchange :z2breasonOperatorInputsvalue18invocations1  brwoperation.6fill_zero_u645:5=2==ZA]za*abeem*mRqBreasonLayoutRearrangementvalue32kernelSpecFillZero { offset: 2960, bytes: 720, padding_only: false }outputElements1840invocations1uniformInvocationstruearguments[15, 0] brwoperation.6fill_zero_u645:5=2==ZA]za*abeem*mRqBreasonLayoutRearrangementvalue33kernelSpecFillZero { offset: 528, bytes: 3568, padding_only: false }outputElements2048invocations1uniformInvocationstruearguments[74, 2] brwoperation.6fill_zero_u645:5=2==ZA]za*abeem*mRqBreasonLayoutRearrangementvalue34kernelSpecFillZero { offset: 48, bytes: 4048, padding_only: false }outputElements2048invocations1uniformInvocationstruearguments[84, 2] bJ'A7operation.6exchange : breasonLayoutRearrangementinvocations1[__ggkkssww''++3377??CCKKOOWW[[ccggooss{{  ##''//33;;??GGKKSSWW__cckkooww{{  ]eemmuu}}F N N V V ^ ^ f f n n v v ~ ~                                  & & . . 6 6 > > F F N N V V ^ ^ f f n n r r v v z z ~ ~         pxx  $$((,.2266::>>BBFFJJNNRRVVZZbbjjrrzzemmuu}}  %%--55==EEMMUU]]eemmuu}}    w''//77??GGOOWW__ggooww b-operation.6rearrange_row_major_to_amp_f16_o2_r64_p64_c32_p32_b64x16,U:U]2]]Zaz*z*j* * 1b55=*=RAreasonLayoutRearrangementvalue34kernelSpecRearrange { from: Layout { order: RowMajor, tiling: TensorTiling { tile_count: 1, replicas: 1, axes: [] }, memory_class: Ipu21Standard }, to: Layout { order: BlockMajor(Matrix { row_block: 64, column_block: 16 }), tiling: TensorTiling { tile_count: 48, replicas: 1, axes: [AxisTiling { axis: FromStart(0), partitions: 2, padding_groups: 1, block_size: 1, padding_multiple: 1, shard_padding_multiple: 1, padding: Reject, tile_stride: Some(1) }, AxisTiling { axis: FromStart(1), partitions: 12, padding_groups: 1, block_size: 64, padding_multiple: 64, shard_padding_multiple: 1, padding: Zero, tile_stride: Some(4) }, AxisTiling { axis: FromStart(2), partitions: 2, padding_groups: 1, block_size: 16, padding_multiple: 16, shard_padding_multiple: 1, padding: Zero, tile_stride: Some(2) }] }, memory_class: Ipu21Standard } }outputElements2048input0Elements2048usefulCycles1024physicalWorkCycles1024workEstimateBasisdense copy baseline: 8-byte load + store / 2 issue slotsinvocations1uniformInvocationstruearguments[64, 64, 2, 32, 32, 1]j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     a  a a aa b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue37kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[] b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue38kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0] b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue41kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[] b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM2}z*z*zb*RZreasonOperatorKernelvalue42kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: true, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[1, 0, 23]j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     a  a a aa  b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue45kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]!! b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue46kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0]"" b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue49kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]## b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM:}z*z*zb*RZreasonOperatorKernelvalue50kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[0, 0, 23]$ j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     a  a a aa%% b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue53kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]&& b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue54kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0]'' b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue57kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[](( b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM:}z*z*zb*RZreasonOperatorKernelvalue58kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[0, 0, 23]) j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     a  a a aa** b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue61kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]++ b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue62kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0],, b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue65kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]-- b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM:}z*z*zb*RZreasonOperatorKernelvalue66kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[0, 0, 23]. j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     a  a a aa// b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue69kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]00 b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue70kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0]11 b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue73kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]22 b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM:}z*z*zb*RZreasonOperatorKernelvalue74kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[0, 0, 23]3 j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     a  a a aa44 b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue77kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]55 b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue78kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0]66 b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue81kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]77 b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM:}z*z*zb*RZreasonOperatorKernelvalue82kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[0, 0, 23]8 j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     a  a a aa99 b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue85kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]:: b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue86kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0];; b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue89kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]<< b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM:}z*z*zb*RZreasonOperatorKernelvalue90kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[0, 0, 23]=j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     a  a a aa>> b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue93kernelSpecGemm { multiply: F16, accumulate: F32, mode: 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}outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]AA b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM:}z*z*zb*RZreasonOperatorKernelvalue98kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[0, 0, 23]Bj bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     a  a a aaCC b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2a"aZez*z*z*j**b*RreasonOperatorKernelvalue101kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]DD b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2Y"YZ]z*z*j**zb*RbreasonOperatorKernelvalue102kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0]EE b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2a"aZez*z*z*j**b*RreasonOperatorKernelvalue105kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]FF b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2I"IZM:}z*z*zb*RZreasonOperatorKernelvalue106kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[0, 0, 23]Gj bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1< a a a         a  a a "" aaHH b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2a"aZez*z*z*j**b*RreasonOperatorKernelvalue109kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]II b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2Y"YZ]z*z*j**zb*RbreasonOperatorKernelvalue110kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0]JJ b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2a"aZez*z*z*j**b*RreasonOperatorKernelvalue113kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]KK b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2I"IZM:}z*z*zb*RZreasonOperatorKernelvalue114kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[0, 0, 23]Lj bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     a  a a aaMM b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2a"aZez*z*z*j**b*RreasonOperatorKernelvalue117kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]NN b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2Y"YZ]z*z*j**zb*RbreasonOperatorKernelvalue118kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0]OO b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2a"aZez*z*z*j**b*RreasonOperatorKernelvalue121kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]PP b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2I"IZM:}z*z*zb*RZreasonOperatorKernelvalue122kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[0, 0, 23]Qv bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     e  e e iiRR b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2a"aZez*z*z*jB*b*RreasonOperatorKernelvalue125kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements2000usefulCycles646.875physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]SS b!Uoperation.6attention_softmax_d72_p64_tail_f16,U:UzY2Y"YZ]z*z*j**zb*RbreasonOperatorKernelvalue126kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 25, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles1260physicalWorkCycles1332workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 25, 0]TT b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2a"aZez*z*z*jB*b*RreasonOperatorKernelvalue129kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements2000usefulCycles646.875physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]UU b!operation.6attention_merge_v72_p80_out16_f16(M:MzQ2QQZU2z*z*zz*b*RZreasonOperatorKernelvalue31kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: true }outputElements1656input0Elements1840input1Elements46input2Elements1702invocations1uniformInvocationstruearguments[0, 1, 23]VH bJ7Qwoperation.6exchange :2"b!reasonLayoutRearrangementvalue130invocations1\!!EEiiAAev**NNrr GPcmm(AXA]]MnpMnWpWpq qr<rsls׭׭8!"#L$ |% 9 &9 D'D`x1`2'\3'}?44}?7Ͳ8Ͳ:;<>W>WK48@K4'IA'IbCbx>FFNNVV^^ffnnvv~~  ""**2266::>>BBFFJJNNRj bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( c c c     c  c c cc b)aoperation.6gemm_f16_init_small_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue37kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1408input0Elements1760input1Elements5120usefulCycles1584physicalWorkCycles1760workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[] b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue38kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1408input0Elements1408usefulCycles2057physicalWorkCycles2057workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[22, 64, 0] b)aoperation.6gemm_f16_init_small_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue41kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1760input0Elements1408input1Elements5120usefulCycles1584physicalWorkCycles1760workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[] b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM2}z*z*zb*RZreasonOperatorKernelvalue42kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: true, final_block: false }outputElements1628input0Elements1760input1Elements44invocations1uniformInvocationstruearguments[1, 0, 22]j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( c c c     c  c c cc b)aoperation.6gemm_f16_init_small_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue45kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1408input0Elements1760input1Elements5120usefulCycles1584physicalWorkCycles1760workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[] b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue46kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1408input0Elements1408usefulCycles2057physicalWorkCycles2057workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[22, 64, 0] b)aoperation.6gemm_f16_init_small_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue49kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1760input0Elements1408input1Elements5120usefulCycles1584physicalWorkCycles1760workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]  b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM:}z*z*zb*RZreasonOperatorKernelvalue50kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1628input0Elements1760input1Elements44invocations1uniformInvocationstruearguments[0, 0, 22]! j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( c c c     c  c c cc"" b)aoperation.6gemm_f16_init_small_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue53kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1408input0Elements1760input1Elements5120usefulCycles1584physicalWorkCycles1760workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]## b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue54kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1408input0Elements1408usefulCycles2057physicalWorkCycles2057workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[22, 64, 0]$$ b)aoperation.6gemm_f16_init_small_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue57kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1760input0Elements1408input1Elements5120usefulCycles1584physicalWorkCycles1760workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]%% b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM:}z*z*zb*RZreasonOperatorKernelvalue58kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1628input0Elements1760input1Elements44invocations1uniformInvocationstruearguments[0, 0, 22]& j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( c c c     c  c c cc'' b)aoperation.6gemm_f16_init_small_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue61kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1408input0Elements1760input1Elements5120usefulCycles1584physicalWorkCycles1760workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[](( b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue62kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1408input0Elements1408usefulCycles2057physicalWorkCycles2057workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[22, 64, 0])) b)aoperation.6gemm_f16_init_small_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue65kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1760input0Elements1408input1Elements5120usefulCycles1584physicalWorkCycles1760workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]** b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM:}z*z*zb*RZreasonOperatorKernelvalue66kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1628input0Elements1760input1Elements44invocations1uniformInvocationstruearguments[0, 0, 22]+ j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( c c c     c  c c cc,, b)aoperation.6gemm_f16_init_small_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue69kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1408input0Elements1760input1Elements5120usefulCycles1584physicalWorkCycles1760workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]-- b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue70kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1408input0Elements1408usefulCycles2057physicalWorkCycles2057workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[22, 64, 0].. b)aoperation.6gemm_f16_init_small_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue73kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1760input0Elements1408input1Elements5120usefulCycles1584physicalWorkCycles1760workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]// b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM:}z*z*zb*RZreasonOperatorKernelvalue74kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1628input0Elements1760input1Elements44invocations1uniformInvocationstruearguments[0, 0, 22]0 j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( c c c     c  c c cc11 b)aoperation.6gemm_f16_init_small_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue77kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1408input0Elements1760input1Elements5120usefulCycles1584physicalWorkCycles1760workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]22 b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue78kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1408input0Elements1408usefulCycles2057physicalWorkCycles2057workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[22, 64, 0]33 b)aoperation.6gemm_f16_init_small_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue81kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1760input0Elements1408input1Elements5120usefulCycles1584physicalWorkCycles1760workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]44 b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM:}z*z*zb*RZreasonOperatorKernelvalue82kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1628input0Elements1760input1Elements44invocations1uniformInvocationstruearguments[0, 0, 22]5 j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( c c c     c  c c cc66 b)aoperation.6gemm_f16_init_small_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue85kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1408input0Elements1760input1Elements5120usefulCycles1584physicalWorkCycles1760workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]77 b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue86kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1408input0Elements1408usefulCycles2057physicalWorkCycles2057workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[22, 64, 0]88 b)aoperation.6gemm_f16_init_small_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue89kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1760input0Elements1408input1Elements5120usefulCycles1584physicalWorkCycles1760workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]99 b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM:}z*z*zb*RZreasonOperatorKernelvalue90kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1628input0Elements1760input1Elements44invocations1uniformInvocationstruearguments[0, 0, 22]:j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( c c c     c  c c cc;; b)aoperation.6gemm_f16_init_small_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue93kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1408input0Elements1760input1Elements5120usefulCycles1584physicalWorkCycles1760workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]<< b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue94kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1408input0Elements1408usefulCycles2057physicalWorkCycles2057workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[22, 64, 0]== b)aoperation.6gemm_f16_init_small_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue97kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1760input0Elements1408input1Elements5120usefulCycles1584physicalWorkCycles1760workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]>> b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM:}z*z*zb*RZreasonOperatorKernelvalue98kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1628input0Elements1760input1Elements44invocations1uniformInvocationstruearguments[0, 0, 22]?j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( c c c     c  c c cc@@ b)aoperation.6gemm_f16_init_small_rows_interleaved_k80_c64_r22_r230]:]za2a"aZez*z*z*j**b*RreasonOperatorKernelvalue101kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1408input0Elements1760input1Elements5120usefulCycles1584physicalWorkCycles1760workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]AA b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2Y"YZ]z*z*j**zb*RbreasonOperatorKernelvalue102kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1408input0Elements1408usefulCycles2057physicalWorkCycles2057workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[22, 64, 0]BB b)aoperation.6gemm_f16_init_small_rows_interleaved_k64_c80_r22_r230]:]za2a"aZez*z*z*j**b*RreasonOperatorKernelvalue105kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1760input0Elements1408input1Elements5120usefulCycles1584physicalWorkCycles1760workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]CC b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2I"IZM:}z*z*zb*RZreasonOperatorKernelvalue106kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1628input0Elements1760input1Elements44invocations1uniformInvocationstruearguments[0, 0, 22]Dj bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( c c c     c  c c ccEE b)aoperation.6gemm_f16_init_small_rows_interleaved_k80_c64_r22_r230]:]za2a"aZez*z*z*j**b*RreasonOperatorKernelvalue109kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1408input0Elements1760input1Elements5120usefulCycles1584physicalWorkCycles1760workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]FF b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2Y"YZ]z*z*j**zb*RbreasonOperatorKernelvalue110kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1408input0Elements1408usefulCycles2057physicalWorkCycles2057workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[22, 64, 0]GG b)aoperation.6gemm_f16_init_small_rows_interleaved_k64_c80_r22_r230]:]za2a"aZez*z*z*j**b*RreasonOperatorKernelvalue113kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1760input0Elements1408input1Elements5120usefulCycles1584physicalWorkCycles1760workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]HH b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2I"IZM:}z*z*zb*RZreasonOperatorKernelvalue114kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1628input0Elements1760input1Elements44invocations1uniformInvocationstruearguments[0, 0, 22]Ij bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( c c c     c  c c ccJJ b)aoperation.6gemm_f16_init_small_rows_interleaved_k80_c64_r22_r230]:]za2a"aZez*z*z*j**b*RreasonOperatorKernelvalue117kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1408input0Elements1760input1Elements5120usefulCycles1584physicalWorkCycles1760workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]KK b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2Y"YZ]z*z*j**zb*RbreasonOperatorKernelvalue118kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1408input0Elements1408usefulCycles2057physicalWorkCycles2057workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[22, 64, 0]LL b)aoperation.6gemm_f16_init_small_rows_interleaved_k64_c80_r22_r230]:]za2a"aZez*z*z*j**b*RreasonOperatorKernelvalue121kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1760input0Elements1408input1Elements5120usefulCycles1584physicalWorkCycles1760workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]MM b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2I"IZM:}z*z*zb*RZreasonOperatorKernelvalue122kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1628input0Elements1760input1Elements44invocations1uniformInvocationstruearguments[0, 0, 22]Nv bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( c c c     g  g g ggOO b)aoperation.6gemm_f16_init_small_rows_interleaved_k80_c64_r22_r230]:]za2a"aZez*z*z*j:*b*RreasonOperatorKernelvalue125kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1408input0Elements1760input1Elements2000usefulCycles618.75physicalWorkCycles1760workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]PP b!Uoperation.6attention_softmax_d72_p64_tail_f16,U:UzY2Y"YZ]z*z*j**zb*RbreasonOperatorKernelvalue126kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 25, padded_key_columns: 64 }outputElements1408input0Elements1408usefulCycles1190physicalWorkCycles1258workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[22, 25, 0]QQ b)aoperation.6gemm_f16_init_small_rows_interleaved_k64_c80_r22_r230]:]za2a"aZez*z*z*j:*b*RreasonOperatorKernelvalue129kernelSpecGemm { multiply: F16, 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b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GPi . .`` XY"Y"QQ%((%(d//QdQdssFTF(( D ?|?|aa^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  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b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GP{!.!.`` 1X1k"k"ii=((=(dAAcdcdFTFɷɷ((  / D/ Q|Q|ss^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GP{!.!.`` 1X1k"k"ii=((=(dAAcdcdFTFɷɷ((  / D/ 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b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GP{!.!.`` 1X1k"k"ii=((=(dAAcdcdFTFɷɷ((  / D/ Q|Q|ss^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GPu..`` +X+k"k"cc7((7(dAAcdcdFTFɷɷ((  / D/ Q|Q|ss^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GPu..`` +X+k"k"cc7((7(dAAcdcdFTFɷɷ((  / D/ Q|Q|ss^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GPu..`` +X+k"k"cc7((7(dAAcdcdFTFɷɷ((  / D/ Q|Q|ss^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GPu..`` +X+k"k"cc7((7(dAAcdcdFTFɷɷ((  / D/ Q|Q|ss^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GPu..`` %X%e"e"]]1((1(d;;]d]dFTF÷÷(() D) K|K|mm^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GPu..`` %X%e"e"]]1((1(d;;]d]dFTF÷÷(() D) K|K|mm^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GPu..`` %X%e"e"]]1((1(d;;]d]dFTF÷÷(() D) K|K|mm^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GPu..`` %X%e"e"]]1((1(d;;]d]dFTF÷÷(() D) K|K|mm^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GPo..`` %X%_"_"]]1((1(d55WdWdyyFTF((# D# E|E|gg^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GPo..`` %X%_"_"]]1((1(d55WdWdyyFTF((# D# E|E|gg^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GPo..`` %X%_"_"]]1((1(d55WdWdyyFTF((# D# E|E|gg^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GPo..`` %X%_"_"]]1((1(d55WdWdyyFTF((# D# E|E|gg^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GPi..`` X_"_"WW+((+(d55WdWdyyFTF((# D# E|E|gg^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GPi..`` X_"_"WW+((+(d55WdWdyyFTF((# D# E|E|gg^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GPi..`` X_"_"WW+((+(d55WdWdyyFTF((# D# E|E|gg^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GPi..`` X_"_"WW+((+(d55WdWdyyFTF((# D# E|E|gg^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130WTcmm0A`A]]GnGnQpQp}q}qrLrs|sgg]P!]"4#d$%3 &3 H'Hd1dݚ3ݚ!|3!g@T4g@~DD~,GGHI!J!3,L3LMM4hO4IPIUcLRUcxlSxTUͺVͺwlXwY0Z[+]+E^EZ_ZoP`oa4cd!e!!pf!g3Ti3'j'C=kC=CRlCR7jn7jUtoUpe reereY(tYwuw!  w! ,x4x4{LHz{La{aC{,}C{L~~hԁeLel8..CC]]rrXЌ<% broperation.0fill_zero_u64(M:MU2UUZYuzy*yj}}rb*RBreasonLayoutRearrangementvalue4kernelSpecFillZero { offset: 9216, bytes: 2304, padding_only: true }outputElements4608usefulCycles0physicalWorkCycles0workEstimateBasispadding initialization: no useful tensor workinvocations1uniformInvocationstruearguments[48, 0] broperation.0fill_zero_u64(M:MU2UUZYuzy*yj}}rb*RBreasonLayoutRearrangementvalue7kernelSpecFillZero { offset: 2048, bytes: 512, padding_only: true }outputElements3072usefulCycles0physicalWorkCycles0workEstimateBasispadding initialization: no useful tensor workinvocations1uniformInvocationstruearguments[10, 4] broperation.0fill_zero_u64(M:MU2UUZYuzy*yj}}rb*RBreasonLayoutRearrangementvalue7kernelSpecFillZero { offset: 4608, bytes: 512, padding_only: true }outputElements3072usefulCycles0physicalWorkCycles0workEstimateBasispadding initialization: no useful tensor workinvocations1uniformInvocationstruearguments[10, 4] broperation.0fill_zero_u64(M:MU2UUZYuzy*yj}}rb*RBreasonLayoutRearrangementvalue7kernelSpecFillZero { offset: 7168, bytes: 512, padding_only: true }outputElements3072usefulCycles0physicalWorkCycles0workEstimateBasispadding initialization: no useful tensor workinvocations1uniformInvocationstruearguments[10, 4] bJ'Aoperation.0exchange : breasonLayoutRearrangementinvocations1]eemmuu}}  %%--55==EEMMUU]]eemmuu}}  %%--55==EEMMUU]]eemmuu}}  %%--55==EEMMUU]]eemmuu}}  %%--55==EEMMUU]aiiqqyyKSS[[cckkss{{  ##++33;;CCKKSS[[cckkss{{  ##++33;;CCKKSS[[cckkss{{  ##++33;;CCKKSS[[cckkss{{       # # + + 3 3 ; ; C C K                % % - - 5 5 = = E E M M U U ] ] e e m m u u } }  x   x x   x x  x b)aoperation.0gemm_f16_init_small_rows_interleaved_k80_c48_r72_r740]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue8kernelSpecGemm { multiply: F16, accumulate: F16, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 48 }outputElements3456input0Elements4608input1Elements3072usefulCycles3456physicalWorkCycles4320workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]( bJ7Moperation.0exchange :z2breasonOperatorInputsvalue6invocations1  broperation.1fill_zero_u64(M:MU2UUZYuzy*yj}}rb*RBreasonLayoutRearrangementvalue10kernelSpecFillZero { offset: 9216, bytes: 2304, padding_only: true }outputElements4608usefulCycles0physicalWorkCycles0workEstimateBasispadding initialization: no useful tensor workinvocations1uniformInvocationstruearguments[48, 0] broperation.1fill_zero_u64(M:MU2UUZYuzy*yj}}rb*RBreasonLayoutRearrangementvalue13kernelSpecFillZero { offset: 2048, bytes: 512, padding_only: true }outputElements3072usefulCycles0physicalWorkCycles0workEstimateBasispadding initialization: no useful tensor workinvocations1uniformInvocationstruearguments[10, 4]  broperation.1fill_zero_u64(M:MU2UUZYuzy*yj}}rb*RBreasonLayoutRearrangementvalue13kernelSpecFillZero { offset: 4608, bytes: 512, padding_only: true }outputElements3072usefulCycles0physicalWorkCycles0workEstimateBasispadding initialization: no useful tensor workinvocations1uniformInvocationstruearguments[10, 4]  broperation.1fill_zero_u64(M:MU2UUZYuzy*yj}}rb*RBreasonLayoutRearrangementvalue13kernelSpecFillZero { offset: 7168, bytes: 512, padding_only: true }outputElements3072usefulCycles0physicalWorkCycles0workEstimateBasispadding initialization: no useful tensor workinvocations1uniformInvocationstruearguments[10, 4] 8( J'=exchange : breasonLayoutRearrangementinvocations1   $ $ , , 4 4 < < D D L L T T \ \ d d l l t t | |                        $ $ , , 4 4 < < D D L L T T \ \ d d l l t t | |                        $ $ , , 4 4 < < D D L L T T \ \ d d l l t t | |                        $ $ , , 4 4 < < D D L L T T \ \ d d l l t t | |                        $ $ , , 4 4 < < D D L L T T \ \ d d l l t t | |                   $$,,44<<DDLLTT\\ddlltt||  $$,,44<<DDLLTT\\ddlltt||  $$,,44<<DDLLTT\\ddlltt||    $$,,44<<DDLLTT\\ddlltt|| jj j  j j j j  j q#q$  b)aoperation.1gemm_f16_init_small_rows_interleaved_k80_c48_r72_r740]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue14kernelSpecGemm { multiply: F16, accumulate: F16, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 48 }outputElements3456input0Elements4608input1Elements3072usefulCycles3456physicalWorkCycles4320workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[] ( bJ7Moperation.1exchange :z2breasonOperatorInputsvalue12invocations1  broperation.2fill_zero_u64(M:MU2UUZYuzy*yj}}rb*RBreasonLayoutRearrangementvalue16kernelSpecFillZero { offset: 9216, bytes: 2304, padding_only: true }outputElements4608usefulCycles0physicalWorkCycles0workEstimateBasispadding initialization: no useful tensor workinvocations1uniformInvocationstruearguments[48, 0] broperation.2fill_zero_u64(M:MU2UUZYuzy*yj}}rb*RBreasonLayoutRearrangementvalue19kernelSpecFillZero { offset: 2048, bytes: 512, padding_only: true }outputElements3072usefulCycles0physicalWorkCycles0workEstimateBasispadding initialization: no useful tensor workinvocations1uniformInvocationstruearguments[10, 4] broperation.2fill_zero_u64(M:MU2UUZYuzy*yj}}rb*RBreasonLayoutRearrangementvalue19kernelSpecFillZero { offset: 4608, bytes: 512, padding_only: true }outputElements3072usefulCycles0physicalWorkCycles0workEstimateBasispadding initialization: no useful tensor workinvocations1uniformInvocationstruearguments[10, 4] broperation.2fill_zero_u64(M:MU2UUZYuzy*yj}}rb*RBreasonLayoutRearrangementvalue19kernelSpecFillZero { offset: 7168, bytes: 512, padding_only: true }outputElements3072usefulCycles0physicalWorkCycles0workEstimateBasispadding initialization: no useful tensor workinvocations1uniformInvocationstruearguments[10, 4] * J'=exchange : breasonLayoutRearrangementinvocations1   $ $ , , 4 4 < < D D L L T T \ \ d d l l t t | |                        $ $ , , 4 4 < < D D L L T T \ \ d d l l t t | |                        $ $ , , 4 4 < < D D L L T T \ \ d d l l t t | |                        $ $ , , 4 4 < < D D L L T T \ \ d d l l t t | |                       %%--55==EEMMUU]]eemmuu}}  %%--55==EEMMUU]]eemmuu}}  %%--55==EEMMUU]]eemmuu}}  %%--55==EEMMUU]]eemmuu}}  %%--55==E oo o  o      F%F& b)aoperation.2gemm_f16_init_small_rows_interleaved_k80_c48_r72_r740]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue20kernelSpecGemm { multiply: F16, accumulate: F16, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 48 }outputElements3456input0Elements4608input1Elements3072usefulCycles3456physicalWorkCycles4320workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]( bJ7Moperation.2exchange :z2breasonOperatorInputsvalue18invocations1  brwoperation.6fill_zero_u645:5=2==ZA]za*abeem*mRqBreasonLayoutRearrangementvalue32kernelSpecFillZero { offset: 2960, bytes: 720, padding_only: false }outputElements1840invocations1uniformInvocationstruearguments[15, 0] bJ'A7operation.6exchange : breasonLayoutRearrangementinvocations1]eemmuw  !!))1199AAIIQQYYaaiiqqyy  !!))1199AAIIQQYYaaiiqqyy  !!))1199AAIIQQYYaaiiqqyy  !!))1199AAIIQQYYaaiiqqyy  !!))1199AAIIQQYYaaiiqqyy  $,,46>BJNVZbfnrz~  %%--55==EEMMUU]]eemmuu}}  %%--55==EEMMUU]]eemmuu}}       % % - - 5 5 = = E E M M U U ] ] e e m m u u } }            I Q Q Y Y a a i i q q y y                        ! ! ) ) 1 1 9 9 A A I I Q Q Y Y a a i i q q y y                   !!))1199AAIIQQYYaaiiqqyy$$,,44<<DDLLTT\\ddlltt||$$,,44<<DDLLTT\\ddlltt||  $$,,44<<DDLLTT\\ddlltt||  $$,,44<<DDLLTT\\ddlltt||  $(008 b-operation.6rearrange_row_major_to_amp_f16_o2_r64_p64_c48_p48_b64x16,U:U]2]]Zaz*z*j* * 1b55=*=RAreasonLayoutRearrangementvalue34kernelSpecRearrange { from: Layout { order: RowMajor, tiling: TensorTiling { tile_count: 1, replicas: 1, axes: [] }, memory_class: Ipu21Standard }, to: Layout { order: BlockMajor(Matrix { row_block: 64, column_block: 16 }), tiling: TensorTiling { tile_count: 48, replicas: 1, axes: [AxisTiling { axis: FromStart(0), partitions: 2, padding_groups: 1, block_size: 1, padding_multiple: 1, shard_padding_multiple: 1, padding: Reject, tile_stride: Some(1) }, AxisTiling { axis: FromStart(1), partitions: 12, padding_groups: 1, block_size: 64, padding_multiple: 64, shard_padding_multiple: 1, padding: Zero, tile_stride: Some(4) }, AxisTiling { axis: FromStart(2), partitions: 2, padding_groups: 1, block_size: 16, padding_multiple: 16, shard_padding_multiple: 1, padding: Zero, tile_stride: Some(2) }] }, memory_class: Ipu21Standard } }outputElements3072input0Elements3072usefulCycles1536physicalWorkCycles1536workEstimateBasisdense copy baseline: 8-byte load + store / 2 issue slotsinvocations1uniformInvocationstruearguments[64, 64, 2, 48, 48, 1]j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     a  a a aa b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue37kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[] b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue38kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0] b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue41kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[] b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM2}z*z*zb*RZreasonOperatorKernelvalue42kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: true, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[1, 0, 23]j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     a  a a aa b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue45kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[] b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue46kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0]  b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue49kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]!! b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM:}z*z*zb*RZreasonOperatorKernelvalue50kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[0, 0, 23]" j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     a  a a aa## b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue53kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]$$ b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue54kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0]%% b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue57kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]&& b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM:}z*z*zb*RZreasonOperatorKernelvalue58kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[0, 0, 23]' j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     a  a a aa(( b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue61kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[])) b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue62kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0]** b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue65kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]++ b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM:}z*z*zb*RZreasonOperatorKernelvalue66kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[0, 0, 23], j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     a  a a aa-- b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue69kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[].. b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue70kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0]// b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue73kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]00 b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM:}z*z*zb*RZreasonOperatorKernelvalue74kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[0, 0, 23]1 j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     a  a a aa22 b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue77kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]33 b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue78kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0]44 b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue81kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]55 b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM:}z*z*zb*RZreasonOperatorKernelvalue82kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[0, 0, 23]6 j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     a  a a aa77 b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue85kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]88 b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue86kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0]99 b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue89kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]:: b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM:}z*z*zb*RZreasonOperatorKernelvalue90kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[0, 0, 23];j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     a  a a aa<< b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue93kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]== b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue94kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0]>> b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue97kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]?? b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM:}z*z*zb*RZreasonOperatorKernelvalue98kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[0, 0, 23]@j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     a  a a aaAA b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2a"aZez*z*z*j**b*RreasonOperatorKernelvalue101kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]BB b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2Y"YZ]z*z*j**zb*RbreasonOperatorKernelvalue102kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0]CC b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2a"aZez*z*z*j**b*RreasonOperatorKernelvalue105kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]DD b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2I"IZM:}z*z*zb*RZreasonOperatorKernelvalue106kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[0, 0, 23]Ej bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     a  a a aaFF b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2a"aZez*z*z*j**b*RreasonOperatorKernelvalue109kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]GG b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2Y"YZ]z*z*j**zb*RbreasonOperatorKernelvalue110kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0]HH b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2a"aZez*z*z*j**b*RreasonOperatorKernelvalue113kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]II b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2I"IZM:}z*z*zb*RZreasonOperatorKernelvalue114kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[0, 0, 23]Jj bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1< ! a ! a ! a     !  a ! ! a a aaKK b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2a"aZez*z*z*j**b*RreasonOperatorKernelvalue117kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]LL b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2Y"YZ]z*z*j**zb*RbreasonOperatorKernelvalue118kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0]MM b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2a"aZez*z*z*j**b*RreasonOperatorKernelvalue121kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]NN b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2I"IZM:}z*z*zb*RZreasonOperatorKernelvalue122kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[0, 0, 23]Ov bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     i  i i qqPP b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2a"aZez*z*z*jB*b*RreasonOperatorKernelvalue125kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements2000usefulCycles646.875physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]QQ b!Uoperation.6attention_softmax_d72_p64_tail_f16,U:UzY2Y"YZ]z*z*j**zb*RbreasonOperatorKernelvalue126kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 25, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles1260physicalWorkCycles1332workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 25, 0]RR b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2a"aZez*z*z*jB*b*RreasonOperatorKernelvalue129kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements2000usefulCycles646.875physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]SS b!operation.6attention_merge_v72_p80_out16_f16(M:MzQ2QQZU2z*z*zz*b*RZreasonOperatorKernelvalue31kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: true }outputElements1656input0Elements1840input1Elements46input2Elements1702invocations1uniformInvocationstruearguments[0, 1, 23]TH bJ7Qwoperation.6exchange :2"b!reasonLayoutRearrangementvalue130invocations1\&&JJnc;;__77[[3 cyB8yBo^o^gg  PEKEK;g);g#+#g|+g:T,:0Ӳ0Ӳ8235<6]6]Q4X8Q4-I9-Ib<;bx\<x=sx>sO?O\A|B CDq+Fq+E|GE[H[o@IoJ$L=M='N'`OP DR _'S_'I=TI=RURiVi~dX~YkZk)[)]^ _ aK4aK4?L8c?Ladazfz> b)aoperation.6gemm_f16_init_small_rows_interleaved_k80_c64_r22_r230]:]za2a"aZez*z*z*j**b*RreasonOperatorKernelvalue117kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1408input0Elements1760input1Elements5120usefulCycles1584physicalWorkCycles1760workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]?? b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2Y"YZ]z*z*j**zb*RbreasonOperatorKernelvalue118kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1408input0Elements1408usefulCycles2057physicalWorkCycles2057workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[22, 64, 0]@@ b)aoperation.6gemm_f16_init_small_rows_interleaved_k64_c80_r22_r230]:]za2a"aZez*z*z*j**b*RreasonOperatorKernelvalue121kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1760input0Elements1408input1Elements5120usefulCycles1584physicalWorkCycles1760workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]AA b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2I"IZM:}z*z*zb*RZreasonOperatorKernelvalue122kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1628input0Elements1760input1Elements44invocations1uniformInvocationstruearguments[0, 0, 22]Bv bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( e e e     m  m m mmCC b)aoperation.6gemm_f16_init_small_rows_interleaved_k80_c64_r22_r230]:]za2a"aZez*z*z*j:*b*RreasonOperatorKernelvalue125kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1408input0Elements1760input1Elements2000usefulCycles618.75physicalWorkCycles1760workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]DD b!Uoperation.6attention_softmax_d72_p64_tail_f16,U:UzY2Y"YZ]z*z*j**zb*RbreasonOperatorKernelvalue126kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 25, padded_key_columns: 64 }outputElements1408input0Elements1408usefulCycles1190physicalWorkCycles1258workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[22, 25, 0]EE b)aoperation.6gemm_f16_init_small_rows_interleaved_k64_c80_r22_r230]:]za2a"aZez*z*z*j:*b*RreasonOperatorKernelvalue129kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1760input0Elements1408input1Elements2000usefulCycles618.75physicalWorkCycles1760workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]FF b!operation.6attention_merge_v72_p80_out16_f16(M:MzQ2QQZU2z*z*zz*b*RZreasonOperatorKernelvalue31kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: true }outputElements1584input0Elements1760input1Elements44input2Elements1628invocations1uniformInvocationstruearguments[0, 1, 22]GH bJ7Qgoperation.6exchange :2"b!reasonLayoutRearrangementvalue130invocations1XKoo##GGkkCCgg??cWTcmm0A`A]]GnGnQpQp}q}qrLrs|sii_P!_"4#d$%3 &3 I'Ie1eݚ3ݚ!|3!BT4BDF,IIHK!L!3,N3LOO4hQ4IRIUcLTUcxlUxVWͺXͺwlZw[0\]+_+E`EZaZoPboc4ef!g!!ph!i3Tk3'l'C=mC=CRnCR7jp7jUtqUre teeteY(vYwww!  y! ,z4z4{LH|{La}aC{,C{LhԃeLel8..CC]]rrX՜Ў՜< broperation.0fill_zero_u64(M:MU2UUZYuzy*yj}}rb*RBreasonLayoutRearrangementvalue4kernelSpecFillZero { offset: 9216, bytes: 2304, padding_only: true }outputElements4608usefulCycles0physicalWorkCycles0workEstimateBasispadding initialization: no useful tensor workinvocations1uniformInvocationstruearguments[48, 0] broperation.0fill_zero_u64(M:MU2UUZYuzy*yj}}rb*RBreasonLayoutRearrangementvalue7kernelSpecFillZero { offset: 2048, bytes: 512, padding_only: true }outputElements3072usefulCycles0physicalWorkCycles0workEstimateBasispadding initialization: no useful tensor workinvocations1uniformInvocationstruearguments[10, 4] broperation.0fill_zero_u64(M:MU2UUZYuzy*yj}}rb*RBreasonLayoutRearrangementvalue7kernelSpecFillZero { offset: 4608, bytes: 512, padding_only: true }outputElements3072usefulCycles0physicalWorkCycles0workEstimateBasispadding initialization: no useful tensor workinvocations1uniformInvocationstruearguments[10, 4] broperation.0fill_zero_u64(M:MU2UUZYuzy*yj}}rb*RBreasonLayoutRearrangementvalue7kernelSpecFillZero { offset: 7168, bytes: 512, padding_only: true }outputElements3072usefulCycles0physicalWorkCycles0workEstimateBasispadding initialization: no useful tensor workinvocations1uniformInvocationstruearguments[10, 4] bJ'Aoperation.0exchange : breasonLayoutRearrangementinvocations1^ffnnvv~~&&..66>>FFNNVV^^ffnnvv~~&&..66>>FFNNVV^^ffnnvv~~&&..66>>FFNNVV^^ffnnvv~~&&..66>>FFNNVV^bjjrrzzLTT\\ddlltt||  $$,,44<<DDLLTT\\ddlltt||  $$,,44<<DDLLTT\\ddlltt||  $$,,44<<DDLLTT\\ddlltt||       $ $ , , 4 4 < < D D L                 & & . . 6 6 > > F F N N V V ^ ^ f f n n v v ~ ~  y   y y  y y   y b)aoperation.0gemm_f16_init_small_rows_interleaved_k80_c48_r72_r740]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue8kernelSpecGemm { multiply: F16, accumulate: F16, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 48 }outputElements3456input0Elements4608input1Elements3072usefulCycles3456physicalWorkCycles4320workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]( bJ7Moperation.0exchange :z2breasonOperatorInputsvalue6invocations1  broperation.1fill_zero_u64(M:MU2UUZYuzy*yj}}rb*RBreasonLayoutRearrangementvalue10kernelSpecFillZero { offset: 9216, bytes: 2304, padding_only: true }outputElements4608usefulCycles0physicalWorkCycles0workEstimateBasispadding initialization: no useful tensor workinvocations1uniformInvocationstruearguments[48, 0] broperation.1fill_zero_u64(M:MU2UUZYuzy*yj}}rb*RBreasonLayoutRearrangementvalue13kernelSpecFillZero { offset: 2048, bytes: 512, padding_only: true }outputElements3072usefulCycles0physicalWorkCycles0workEstimateBasispadding initialization: no useful tensor workinvocations1uniformInvocationstruearguments[10, 4]  broperation.1fill_zero_u64(M:MU2UUZYuzy*yj}}rb*RBreasonLayoutRearrangementvalue13kernelSpecFillZero { offset: 4608, bytes: 512, padding_only: true }outputElements3072usefulCycles0physicalWorkCycles0workEstimateBasispadding initialization: no useful tensor workinvocations1uniformInvocationstruearguments[10, 4]  broperation.1fill_zero_u64(M:MU2UUZYuzy*yj}}rb*RBreasonLayoutRearrangementvalue13kernelSpecFillZero { offset: 7168, bytes: 512, padding_only: true }outputElements3072usefulCycles0physicalWorkCycles0workEstimateBasispadding initialization: no useful tensor workinvocations1uniformInvocationstruearguments[10, 4] 8( J'=exchange : breasonLayoutRearrangementinvocations1   % % - - 5 5 = = E E M M U U ] ] e e m m u u } }                        % % - - 5 5 = = E E M M U U ] ] e e m m u u } }                        % % - - 5 5 = = E E M M U U ] ] e e m m u u } }                        % % - - 5 5 = = E E M M U U ] ] e e m m u u } }                        % % - - 5 5 = = E E M M U U ] ] e e m m u u } }                   %%--55==EEMMUU]]eemmuu}}  %%--55==EEMMUU]]eemmuu}}  %%--55==EEMMUU]]eemmuu}}    %%--55==EEMMUU]]eemmuu}} Z ZZ Z Z ZZ Z Z ZZ  Z q$q%  b)aoperation.1gemm_f16_init_small_rows_interleaved_k80_c48_r72_r740]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue14kernelSpecGemm { multiply: F16, accumulate: F16, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 48 }outputElements3456input0Elements4608input1Elements3072usefulCycles3456physicalWorkCycles4320workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[] ( bJ7Moperation.1exchange :z2breasonOperatorInputsvalue12invocations1  broperation.2fill_zero_u64(M:MU2UUZYuzy*yj}}rb*RBreasonLayoutRearrangementvalue16kernelSpecFillZero { offset: 9216, bytes: 2304, padding_only: true }outputElements4608usefulCycles0physicalWorkCycles0workEstimateBasispadding initialization: no useful tensor workinvocations1uniformInvocationstruearguments[48, 0] broperation.2fill_zero_u64(M:MU2UUZYuzy*yj}}rb*RBreasonLayoutRearrangementvalue19kernelSpecFillZero { offset: 2048, bytes: 512, padding_only: true }outputElements3072usefulCycles0physicalWorkCycles0workEstimateBasispadding initialization: no useful tensor workinvocations1uniformInvocationstruearguments[10, 4] broperation.2fill_zero_u64(M:MU2UUZYuzy*yj}}rb*RBreasonLayoutRearrangementvalue19kernelSpecFillZero { offset: 4608, bytes: 512, padding_only: true }outputElements3072usefulCycles0physicalWorkCycles0workEstimateBasispadding initialization: no useful tensor workinvocations1uniformInvocationstruearguments[10, 4] broperation.2fill_zero_u64(M:MU2UUZYuzy*yj}}rb*RBreasonLayoutRearrangementvalue19kernelSpecFillZero { offset: 7168, bytes: 512, padding_only: true }outputElements3072usefulCycles0physicalWorkCycles0workEstimateBasispadding initialization: no useful tensor workinvocations1uniformInvocationstruearguments[10, 4] * J'=exchange : breasonLayoutRearrangementinvocations1   % % - - 5 5 = = E E M M U U ] ] e e m m u u } }                        % % - - 5 5 = = E E M M U U ] ] e e m m u u } }                        % % - - 5 5 = = E E M M U U ] ] e e m m u u } }                        % % - - 5 5 = = E E M M U U ] ] e e m m u u } }                     &&..66>>FFNNVV^^ffnnvv~~&&..66>>FFNNVV^^ffnnvv~~&&..66>>FFNNVV^^ffnnvv~~&&..66>>FFNNVV^^ffnnvv~~&&..66>>F o  o o  o  o  ! !o" F&F' b)aoperation.2gemm_f16_init_small_rows_interleaved_k80_c48_r72_r740]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue20kernelSpecGemm { multiply: F16, accumulate: F16, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 48 }outputElements3456input0Elements4608input1Elements3072usefulCycles3456physicalWorkCycles4320workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]( bJ7Moperation.2exchange :z2breasonOperatorInputsvalue18invocations1  brwoperation.6fill_zero_u645:5=2==ZA]za*abeem*mRqBreasonLayoutRearrangementvalue32kernelSpecFillZero { offset: 2960, bytes: 720, padding_only: false }outputElements1840invocations1uniformInvocationstruearguments[15, 0] bJ'A7#operation.6exchange : breasonLayoutRearrangementinvocations1_cckkooww{{  ##++//7  $$((0044<<@@HHLLTTXX``ddllppxx||    $$,,0088<<DDHHPPTT\\``hhllttxx  ##''//33;;??GGKKSSWW__cckkooww{{  ##++//77;;CCGGOOSS[[__ggkkssww''++3377??CCKKOOWW[[ccggooss{{b j j r r z z                        " " * * 2 2 : : B B J J R R Z Z b b j j r r z z                        " " * * 2 2 : : B B J J R R Z Z b b j j r r z z              O W W _ _ g g o o w w                   ''//77??GGOOWW__ggooww''//77??GGOOWW__ggooww''//77??GGOOWW__ggooww  %%))--1  %%--55==EEMMUU]]eemmuu}}  %%--55==EEMMUU]]eemmuu}}  %%--55==EEMMUU]]eeiimmqquuyy}} b-operation.6rearrange_row_major_to_amp_f16_o2_r64_p64_c48_p48_b64x16,U:U]2]]Zaz*z*j* * 1b55=*=RAreasonLayoutRearrangementvalue34kernelSpecRearrange { from: Layout { order: RowMajor, tiling: TensorTiling { tile_count: 1, replicas: 1, axes: [] }, memory_class: Ipu21Standard }, to: Layout { order: BlockMajor(Matrix { row_block: 64, column_block: 16 }), tiling: TensorTiling { tile_count: 48, replicas: 1, axes: [AxisTiling { axis: FromStart(0), partitions: 2, padding_groups: 1, block_size: 1, padding_multiple: 1, shard_padding_multiple: 1, padding: Reject, tile_stride: Some(1) }, AxisTiling { axis: FromStart(1), partitions: 12, padding_groups: 1, block_size: 64, padding_multiple: 64, shard_padding_multiple: 1, padding: Zero, tile_stride: Some(4) }, AxisTiling { axis: FromStart(2), partitions: 2, padding_groups: 1, block_size: 16, padding_multiple: 16, shard_padding_multiple: 1, padding: Zero, tile_stride: Some(2) }] }, memory_class: Ipu21Standard } }outputElements3072input0Elements3072usefulCycles1536physicalWorkCycles1536workEstimateBasisdense copy baseline: 8-byte load + store / 2 issue slotsinvocations1uniformInvocationstruearguments[64, 64, 2, 48, 48, 1]j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     a  a a aa b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue37kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[] b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue38kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0] b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue41kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[] b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM2}z*z*zb*RZreasonOperatorKernelvalue42kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: true, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[1, 0, 23]j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     a  a a aa b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue45kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[] b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue46kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0]  b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue49kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]!! b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM:}z*z*zb*RZreasonOperatorKernelvalue50kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[0, 0, 23]" j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     a  a a aa## b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue53kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]$$ b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue54kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0]%% b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue57kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]&& b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM:}z*z*zb*RZreasonOperatorKernelvalue58kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[0, 0, 23]' j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     a  a a aa(( b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue61kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[])) b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue62kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0]** b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue65kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]++ b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM:}z*z*zb*RZreasonOperatorKernelvalue66kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[0, 0, 23], j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     a  a a aa-- b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue69kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[].. b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue70kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0]// b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue73kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]00 b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM:}z*z*zb*RZreasonOperatorKernelvalue74kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[0, 0, 23]1 j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     a  a a aa22 b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue77kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]33 b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue78kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0]44 b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue81kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 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addressinginvocations1uniformInvocationstruearguments[23, 64, 0]>> b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue97kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]?? b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM:}z*z*zb*RZreasonOperatorKernelvalue98kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[0, 0, 23]@j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     a  a a aaAA 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b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2Y"YZ]z*z*j**zb*RbreasonOperatorKernelvalue118kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0]MM b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2a"aZez*z*z*j**b*RreasonOperatorKernelvalue121kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]NN b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2I"IZM:}z*z*zb*RZreasonOperatorKernelvalue122kernelSpecAttentionMerge { value_dimension: 72, 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slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 25, 0]RR b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2a"aZez*z*z*jB*b*RreasonOperatorKernelvalue129kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements2000usefulCycles646.875physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]SS b!operation.6attention_merge_v72_p80_out16_f16(M:MzQ2QQZU2z*z*zz*b*RZreasonOperatorKernelvalue31kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: true }outputElements1656input0Elements1840input1Elements46input2Elements1702invocations1uniformInvocationstruearguments[0, 1, 23]TH bJ7Qwoperation.6exchange :2"b!reasonLayoutRearrangementvalue130invocations1\n3WW{{  //SSww++OOss GPcmm(AXA]]GnpGnQpQp}q }qr<rsls8!"#L$|%3 &3  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b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GP{!.!.``   1X1q"q"ii=((=(dGGididFTFϷϷ((5 D5 W|W|yy^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  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b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GP-.-.`` =X=}"}"uuI((I(ɉdɉSSududFTF۷۷((A DA c|c|^^ 4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  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b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GP'.'.`` 7X7w"w"ooC((C(ÉdÉMMododFTFշշ((; D; ]|]|^^ 4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GP'.'.``   1X1q"q"ii=((=(dGGididFTFϷϷ((5 D5 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b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GP'.'.``   1X1q"q"ii=((=(dGGididFTFϷϷ((5 D5 W|W|yy^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  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b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GP{!.!.``   1X1q"q"ii=((=(dGGididFTFϷϷ((5 D5 W|W|yy^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GP{..`` +X+k"k"cc7((7(dAAcdcdFTFɷɷ((  / D/ Q|Q|ss^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GP{..`` +X+k"k"cc7((7(dAAcdcdFTFɷɷ((  / D/ Q|Q|ss^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GP{..`` +X+k"k"cc7((7(dAAcdcdFTFɷɷ((  / D/ Q|Q|ss^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GP{..`` +X+k"k"cc7((7(dAAcdcdFTFɷɷ((  / D/ Q|Q|ss^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GPu..`` %X%e"e"]]1((1(d;;]d]dFTF÷÷(() D) K|K|mm^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GPu..`` %X%e"e"]]1((1(d;;]d]dFTF÷÷(() D) K|K|mm^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GPu..`` %X%e"e"]]1((1(d;;]d]dFTF÷÷(() D) K|K|mm^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GPu..`` %X%e"e"]]1((1(d;;]d]dFTF÷÷(() D) K|K|mm^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GPo..`` %X%e"e"]]1((1(d;;]d]dFTF÷÷(() D) K|K|mm^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GPo..`` %X%e"e"]]1((1(d;;]d]dFTF÷÷(() D) K|K|mm^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GPo..`` %X%e"e"]]1((1(d;;]d]dFTF÷÷(() D) K|K|mm^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GPo..`` %X%e"e"]]1((1(d;;]d]dFTF÷÷(() D) K|K|mm^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GPo..`` X_"_"WW+((+(d55WdWdyyFTF((# D# E|E|gg^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GPo..`` X_"_"WW+((+(d55WdWdyyFTF((# D# E|E|gg^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GPo..`` X_"_"WW+((+(d55WdWdyyFTF((# D# E|E|gg^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GPo..`` X_"_"WW+((+(d55WdWdyyFTF((# D# E|E|gg^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130,cBPB^@^gg$KKg)gX+a+a , t-:L.:d<:d$==@?!@!3$B3DCC4`E4IFIUcDHUcxdIxJKͺLͺwdNwO(PQ+ S+ETEZUZoHVoW,YZ![!!h\!]3L_3'`'C=aC=CRbCR7jd7jUleUfeheeheY jYwkw! m! $n4n4{L@p{LaqaC{$sC{Dtt`vweDyedz0{.|.C~C]]rrPȂ4  bJ'A7operation.0exchange : breasonLayoutRearrangementinvocations1aiiqqyy  !!))1199AAIIQQYYaaiiqqyy  !!))1199AAIIQQYYaaiiqqyy  !!))1199AAIIQQYYaaiiqqyy  !!))1199AAIIQQYYaaiiqqyy  !!))1199AAIIQQYYaaiiqqyy  !!))1199AAIIQQYYaaiiqqyy  !!))1199AAIIQQYYaaiiqqyy  !!))1199AAIIQQYYackkss{{       # # + + 3 3 ; ; C C K K S S [ [ c c k k s s { {                        # # + + 3 3 ; ; C            6  E ''//77??GGOOWW__ggooww b)aoperation.0gemm_f16_init_small_rows_interleaved_k80_c48_r72_r740]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue8kernelSpecGemm { multiply: F16, accumulate: F16, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 48 }outputElements3456input0Elements5760input1Elements3840usefulCycles4320physicalWorkCycles4320workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]( bJ7Moperation.0exchange :z2breasonOperatorInputsvalue6invocations18( J'=7exchange : breasonLayoutRearrangementinvocations1 __ PP PP P           ( ( 0 0 8 8 @ @ H H P P X X ` ` h h p p x x                         ( ( 0 0 8 8 @ @ H H P P X X ` ` h h p p x x                         ( ( 0 0 8 8 @ @ H H P P X X ` ` h h p p x x                         ( ( 0 0 8 8 @ @ H H P P X X ` ` h h p p x x                    $ $ , , 4 4 < < D D L L T T \ \ d d l l t t | |                   $$,,44<<DDLLTT\\ddlltt||  $$,,44<<DDLLTT\\ddlltt||  $$,,44<<DDLLTT\\ddlltt||  $$,,44<<DDLLTT\\ddlltt||  $$,,44<AIIQQYZbbjjrrzz|  a aa  a o%%1&9&9&A&A&I&I&Q&Q&Y&Y&a&a&i&i&q&q&y&y&&&&&&&&&&&&&&&&&&&&&&&&&&&&&&&&&'' ' '''''!'!')')'1'1'9'9'A'A'I'I'Q'Q'Y'Y'a'a'i'i'q'q'y'y'''''' b)aoperation.1gemm_f16_init_small_rows_interleaved_k80_c48_r72_r740]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue14kernelSpecGemm { multiply: F16, accumulate: F16, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 48 }outputElements3456input0Elements5760input1Elements3840usefulCycles4320physicalWorkCycles4320workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]( bJ7Moperation.1exchange :z2breasonOperatorInputsvalue12invocations1 * J'=7exchange : breasonLayoutRearrangementinvocations1 __ PP PP P                       % % - - 5 5 = = E E M M U U ] ] e e m m u u } }                        % % - - 5 5 = = E E M M U U ] ] e e m m u u } }                   %%--55==EEMMUU]]eemmuu}}  %%--55==EEMMUU]]eemmuu}}  %%--55==EEMMUU]]eemmuu}}  %%--55==EEMMUU]]eemmuu}}  %%--55==EEMMUU]]eemmuu}}  %%--55==EEMMUU]]eemmuu}}  %%--55==EEMMUU]]eemmuu}}  %%--55==EEMMUU]]eemmuu}} ,  6! 6!6" 6"" D''(((((((&(&(.(.(6(6(>(>(F(F(N(N(V(V(^(^(f(f(n(n(v(v(~(~((((((((((((((((((((((((((((((((())))))))&)&).).)6)6)>)>)F)F)N)N)V)V)^)^)f) b)aoperation.2gemm_f16_init_small_rows_interleaved_k80_c48_r72_r740]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue20kernelSpecGemm { multiply: F16, accumulate: F16, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 48 }outputElements3456input0Elements5760input1Elements3840usefulCycles4320physicalWorkCycles4320workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]( bJ7Moperation.2exchange :z2breasonOperatorInputsvalue18invocations1  brwoperation.6fill_zero_u645:5=2==ZA]za*abeem*mRqBreasonLayoutRearrangementvalue32kernelSpecFillZero { offset: 2960, bytes: 720, padding_only: false }outputElements1840invocations1uniformInvocationstruearguments[15, 0]  brwoperation.6fill_zero_u645:5=2==ZA]za*abeem*mRqBreasonLayoutRearrangementvalue33kernelSpecFillZero { offset: 528, bytes: 3568, padding_only: false }outputElements2048invocations1uniformInvocationstruearguments[74, 2]  brwoperation.6fill_zero_u645:5=2==ZA]za*abeem*mRqBreasonLayoutRearrangementvalue34kernelSpecFillZero { offset: 48, bytes: 4048, padding_only: false }outputElements2048invocations1uniformInvocationstruearguments[84, 2]  bJ'A7operation.6exchange : breasonLayoutRearrangementinvocations1_ggkkssww''++3377??CCKKOOWW[[ccggooss{{  ##''//33;;??GGKKSSWW__cckkooww{{JRRZZbbjjrrvvzz~~    !!%%))--115599==AAEEIIQQYYaaiiqqyy  !!))--5599AAEEMMQQYY]]eeiiqquu}}  $$,,44<<DDLLTT\\ddllpquuyy}}            ! ! % % ) ) - - 1               ((0088@@HHPPXX``hhppxx  ((0088@@HHPPXX``hhppxx  ((0088@@HHPPXX``hhllppttxx||  b-operation.6rearrange_row_major_to_amp_f16_o2_r64_p64_c32_p32_b64x16,U:U]2]]Zaz*z*j* * 1b55=*=RAreasonLayoutRearrangementvalue34kernelSpecRearrange { from: Layout { order: RowMajor, tiling: TensorTiling { tile_count: 1, replicas: 1, axes: [] }, memory_class: Ipu21Standard }, to: Layout { order: BlockMajor(Matrix { row_block: 64, column_block: 16 }), tiling: TensorTiling { tile_count: 48, replicas: 1, axes: [AxisTiling { axis: FromStart(0), partitions: 2, padding_groups: 1, block_size: 1, padding_multiple: 1, shard_padding_multiple: 1, padding: Reject, tile_stride: Some(1) }, AxisTiling { axis: FromStart(1), partitions: 12, padding_groups: 1, block_size: 64, padding_multiple: 64, shard_padding_multiple: 1, padding: Zero, tile_stride: Some(4) }, AxisTiling { axis: FromStart(2), partitions: 2, padding_groups: 1, block_size: 16, padding_multiple: 16, shard_padding_multiple: 1, padding: Zero, tile_stride: Some(2) }] }, memory_class: Ipu21Standard } }outputElements2048input0Elements2048usefulCycles1024physicalWorkCycles1024workEstimateBasisdense copy baseline: 8-byte load + store / 2 issue slotsinvocations1uniformInvocationstruearguments[64, 64, 2, 32, 32, 1]j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     a  a a aa b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue37kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[] b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue38kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0] b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue41kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[] b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM2}z*z*zb*RZreasonOperatorKernelvalue42kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: true, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[1, 0, 23]j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     a  a a aa b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue45kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[] b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue46kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0] b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue49kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[] b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM:}z*z*zb*RZreasonOperatorKernelvalue50kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[0, 0, 23] j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     a  a a aa b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue53kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[] b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue54kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0] b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue57kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[] b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM:}z*z*zb*RZreasonOperatorKernelvalue58kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[0, 0, 23] j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     a  a a aa b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue61kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[] b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue62kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0]  b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue65kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]!! b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM:}z*z*zb*RZreasonOperatorKernelvalue66kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[0, 0, 23]" j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     a  a a aa## b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue69kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]$$ b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue70kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0]%% b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue73kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]&& b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM:}z*z*zb*RZreasonOperatorKernelvalue74kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[0, 0, 23]' j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     a  a a aa(( b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue77kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[])) b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue78kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0]** b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue81kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]++ b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM:}z*z*zb*RZreasonOperatorKernelvalue82kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[0, 0, 23], j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     a  a a aa-- b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue85kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[].. b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue86kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0]// b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue89kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]00 b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM:}z*z*zb*RZreasonOperatorKernelvalue90kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[0, 0, 23]1j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     a  a a aa22 b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue93kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]33 b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue94kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0]44 b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue97kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]55 b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM:}z*z*zb*RZreasonOperatorKernelvalue98kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[0, 0, 23]6j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     a  a a aa77 b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2a"aZez*z*z*j**b*RreasonOperatorKernelvalue101kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]88 b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2Y"YZ]z*z*j**zb*RbreasonOperatorKernelvalue102kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0]99 b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2a"aZez*z*z*j**b*RreasonOperatorKernelvalue105kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]:: b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2I"IZM:}z*z*zb*RZreasonOperatorKernelvalue106kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[0, 0, 23];j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     a  a a aa<< b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2a"aZez*z*z*j**b*RreasonOperatorKernelvalue109kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]== b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2Y"YZ]z*z*j**zb*RbreasonOperatorKernelvalue110kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0]>> b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2a"aZez*z*z*j**b*RreasonOperatorKernelvalue113kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]?? b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2I"IZM:}z*z*zb*RZreasonOperatorKernelvalue114kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[0, 0, 23]@j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1< a a a         a  a a  aaAA b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2a"aZez*z*z*j**b*RreasonOperatorKernelvalue117kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]BB b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2Y"YZ]z*z*j**zb*RbreasonOperatorKernelvalue118kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0]CC b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2a"aZez*z*z*j**b*RreasonOperatorKernelvalue121kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]DD b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2I"IZM:}z*z*zb*RZreasonOperatorKernelvalue122kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[0, 0, 23]Ev bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     i  i i qqFF b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2a"aZez*z*z*jB*b*RreasonOperatorKernelvalue125kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements2000usefulCycles646.875physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]GG b!Uoperation.6attention_softmax_d72_p64_tail_f16,U:UzY2Y"YZ]z*z*j**zb*RbreasonOperatorKernelvalue126kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 25, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles1260physicalWorkCycles1332workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 25, 0]HH b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2a"aZez*z*z*jB*b*RreasonOperatorKernelvalue129kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements2000usefulCycles646.875physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]II b!operation.6attention_merge_v72_p80_out16_f16(M:MzQ2QQZU2z*z*zz*b*RZreasonOperatorKernelvalue31kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: true }outputElements1656input0Elements1840input1Elements46input2Elements1702invocations1uniformInvocationstruearguments[0, 1, 23]JH bJ7Qwoperation.6exchange :2"b!reasonLayoutRearrangementvalue130invocations1\  DDhh@@dd<<`` cyB8yBo^o^gg  PEKEK;g);g+a|+a@T,@D00 `2 '3'9D59d67484I9I[cd;[cx<x(=>Ӻ @Ӻ}A}BHCD+,F+EGE[H[phIpJLLM'N''O'Q9lR9'S'I=UI=IRUIR=j W=j[X[Zk$[kk[k_@]_}^}' $`' Da4a4L`cLadaI{DfI{dghijkdlkm(n.o.C qC]r]rsrHtۜuۜ,wxy bJ'Aoperation.0exchange : breasonLayoutRearrangementinvocations1`hhppxy  ##++33;;CCKKSS[[cckkss{{  ##++33;;CCKKSS[[cckkss{{  ##++33;;CCKKSS[[cckkss{{  ##++33;;CCKKSS[[cckkss{{  ##++33;;CCKKSS[[cckkss{{  ##++33;;CCKKSS[[cckkss{{  ##++33;;CCKKSS[[cckkss{{  ##++33;;CCKKSS[[cckkss{{       # # + + 3 3 ; ; C C K K S S [ [ c c k k s s { {                        # # + + 3 3 ; ; C C K K S S [ [ c c k k s s { {                        ##++33;;CCKKSS[[c b)aoperation.0gemm_f16_init_small_rows_interleaved_k80_c48_r72_r740]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue8kernelSpecGemm { multiply: F16, accumulate: F16, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 48 }outputElements3456input0Elements5760input1Elements3840usefulCycles4320physicalWorkCycles4320workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]( bJ7Moperation.0exchange :z2breasonOperatorInputsvalue6invocations18( J'=exchange : breasonLayoutRearrangementinvocations1 cc TT TT T         $ $ , , 4 4 < < D D L L T T \ \ d d l l t t | |                        $ $ , , 4 4 < < D D L L T T \ \ d d l l t t | |                        $ $ , , 4 4 < < D D L L T T \ \ d d l l t t | |                        $ $ , , 4 4 < < D D L L T T \ \ d d l l t t | |             ((0088@@HHPPXX``hhppxx  ((0088@@HHPPXX``hhppxx  ((0088@@HHPPXX``hhppxx  ((0088@@HHPPXX``hhppxx  ((0088@@HHPPXX``hhppxx  ((0088@@HHPPXX``hhppxx  ((0088@@HHPPXX``hhppxx e ee  e 5&=&=&E&E&M&M&U&U&]&]&e&e&m&m&u&u&}&}&&&&&&&&&&&&&&&&&&&&&&&&&&&&&&&&&'' ' b)aoperation.1gemm_f16_init_small_rows_interleaved_k80_c48_r72_r740]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue14kernelSpecGemm { multiply: F16, accumulate: F16, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 48 }outputElements3456input0Elements5760input1Elements3840usefulCycles4320physicalWorkCycles4320workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]( bJ7Moperation.1exchange :z2breasonOperatorInputsvalue12invocations1 * J'=exchange : breasonLayoutRearrangementinvocations1 cc TT TT T                      ! ! ) ) 1 1 9 9 A A I I Q Q Y Y a a i i q q y y                        ! ! ) ) 1 1 9 9 A A I I Q Q Y Y a a i i q q y y                   !!))1199AAIIQQYYaaiiqqyy  !!))1199AAIIQQYYaaiiqqyy  !!))1199AAIIQQYYaaiiqqyy  !!))1199AAIIQQYYaaiiqqyy  !!))1199AAIIQQYYaaiiqqyy  !!))1199AAIIQQYYaaiiqqyy  !!))1199AAIIQQYYaaiiqqyy  !!))1199AAIIQQYYaaiiqqyy :! :!:" :"" ((((("("(*(*(2(2(:(:(B(B(J(J(R(R(Z(Z(b(b(j(j(r(r(z(z(((((((((((((((((((((((((( b)aoperation.2gemm_f16_init_small_rows_interleaved_k80_c48_r72_r740]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue20kernelSpecGemm { multiply: F16, accumulate: F16, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 48 }outputElements3456input0Elements5760input1Elements3840usefulCycles4320physicalWorkCycles4320workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]( bJ7Moperation.2exchange :z2breasonOperatorInputsvalue18invocations1  brwoperation.6fill_zero_u645:5=2==ZA]za*abeem*mRqBreasonLayoutRearrangementvalue32kernelSpecFillZero { offset: 2960, bytes: 720, padding_only: false }outputElements1840invocations1uniformInvocationstruearguments[15, 0]  bJ'A7operation.6exchange : breasonLayoutRearrangementinvocations1rzzCKKSS[[cckkss{{$$,,44<<DDLLTT\\ddlltt||  $$,,44<<DDLLTT\\ddlltt||  $$((,,004488<<@@DDHHLLPPTTXX\\``ddhhllppttxx| j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( e e e     e  e e ee  b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue37kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]  b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue38kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0] b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue41kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[] b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM2}z*z*zb*RZreasonOperatorKernelvalue42kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: true, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[1, 0, 23]j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( e e e     e  e e ee b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue45kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[] b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue46kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0] b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue49kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[] b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM:}z*z*zb*RZreasonOperatorKernelvalue50kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[0, 0, 23] j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( e e e     e  e e ee b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue53kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[] b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue54kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0] b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue57kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[] b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM:}z*z*zb*RZreasonOperatorKernelvalue58kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[0, 0, 23] j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( e e e     e  e e ee b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue61kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[] b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue62kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0] b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue65kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[] b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM:}z*z*zb*RZreasonOperatorKernelvalue66kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[0, 0, 23] j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( e e e     e  e e ee  b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue69kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]!! b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue70kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0]"" b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue73kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]## b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM:}z*z*zb*RZreasonOperatorKernelvalue74kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[0, 0, 23]$ j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( e e e     e  e e ee%% b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue77kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]&& b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue78kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0]'' b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue81kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[](( b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM:}z*z*zb*RZreasonOperatorKernelvalue82kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[0, 0, 23]) j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( e e e     e  e e ee** b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue85kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]++ b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue86kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0],, b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue89kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]-- b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM:}z*z*zb*RZreasonOperatorKernelvalue90kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[0, 0, 23].j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( e e e     e  e e ee// b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue93kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]00 b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue94kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0]11 b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue97kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]22 b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM:}z*z*zb*RZreasonOperatorKernelvalue98kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[0, 0, 23]3j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( e e e     e  e e ee44 b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2a"aZez*z*z*j**b*RreasonOperatorKernelvalue101kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]55 b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2Y"YZ]z*z*j**zb*RbreasonOperatorKernelvalue102kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0]66 b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2a"aZez*z*z*j**b*RreasonOperatorKernelvalue105kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]77 b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2I"IZM:}z*z*zb*RZreasonOperatorKernelvalue106kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[0, 0, 23]8j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( e e e     e  e e ee99 b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2a"aZez*z*z*j**b*RreasonOperatorKernelvalue109kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]:: b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2Y"YZ]z*z*j**zb*RbreasonOperatorKernelvalue110kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0];; b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2a"aZez*z*z*j**b*RreasonOperatorKernelvalue113kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]<< b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2I"IZM:}z*z*zb*RZreasonOperatorKernelvalue114kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[0, 0, 23]=j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( e e e     e  e e ee>> b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2a"aZez*z*z*j**b*RreasonOperatorKernelvalue117kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]?? b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2Y"YZ]z*z*j**zb*RbreasonOperatorKernelvalue118kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0]@@ b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2a"aZez*z*z*j**b*RreasonOperatorKernelvalue121kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]AA b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2I"IZM:}z*z*zb*RZreasonOperatorKernelvalue122kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[0, 0, 23]Bv bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( e e e     m  m m mmCC b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2a"aZez*z*z*jB*b*RreasonOperatorKernelvalue125kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements2000usefulCycles646.875physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]DD b!Uoperation.6attention_softmax_d72_p64_tail_f16,U:UzY2Y"YZ]z*z*j**zb*RbreasonOperatorKernelvalue126kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 25, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles1260physicalWorkCycles1332workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 25, 0]EE b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2a"aZez*z*z*jB*b*RreasonOperatorKernelvalue129kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements2000usefulCycles646.875physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]FF b!operation.6attention_merge_v72_p80_out16_f16(M:MzQ2QQZU2z*z*zz*b*RZreasonOperatorKernelvalue31kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: true }outputElements1656input0Elements1840input1Elements46input2Elements1702invocations1uniformInvocationstruearguments[0, 1, 23]GH bJ7Qwoperation.6exchange :2"b!reasonLayoutRearrangementvalue130invocations1\%>>bb::^^66ZZ~~,cBPB^8^ggxKKg)g@+a+a , \-A4.Ak$:k ==(?!@!3 B3,CC4HE4IFIUc,HUcxLIxIhKͺLͺwLNwlOPQ+R+ElTEZUZo0VoWYZ![!!P\!]34_3'`'C=aC=CRpbCR7jc7jUTeUfegeeheYjYwtkw! l!  n4n4{L(p{LaqaC{ sC{,ttHvwe,yeLz{.|.C}C]t]rr8՜՜EȆ bJ'A'operation.0exchange : breasonLayoutRearrangementinvocations1bjjrrzz  ""**22::BBJJRRZZbbjjrrzz  ""**22::BBJJRRZZbbjjrrzz  ""**22::BBJJRRZZbbjjrrzz  ""**22::BBJJRRZZbbjjrrzz  ""**22::BBJJRRZZbbjjrrzz  ""**22::BBJJRRZZbbjjrrzz  ""**22::BBJJRRZZbbjjrrzz  ""**22::BBJJRRZZbdlltt||       $ $ , , 4 4 < < D D L L T T \ \ d d l l t t | |                        $ $ , , 4 4 < < D                ((0088@@HHPPXX``hhppxx b)aoperation.0gemm_f16_init_small_rows_interleaved_k80_c48_r72_r740]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue8kernelSpecGemm { multiply: F16, accumulate: F16, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 48 }outputElements3456input0Elements5760input1Elements3840usefulCycles4320physicalWorkCycles4320workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]( bJ7Moperation.0exchange :z2breasonOperatorInputsvalue6invocations1 8( J'='exchange : breasonLayoutRearrangementinvocations1       ! ! ) ) 1 1 9 9 A A I I Q Q Y Y a a i i q q y y                        ! ! ) ) 1 1 9 9 A A I I Q Q Y Y a a i i q q y y                        ! ! ) ) 1 1 9 9 A A I I Q Q Y Y a a i i q q y y                        ! ! ) ) 1 1 9 9 A A I I Q Q Y Y a a i i q q y y                    % % - - 5 5 = = E E M M U U ] ] e e m m u u } }                   %%--55==EEMMUU]]eemmuu}}  %%--55==EEMMUU]]eemmuu}}  %%--55==EEMMUU]]eemmuu}}  %%--55==EEMMUU]]eemmuu}}  %%--55=BJJRRZ[cckkss{{} \\ \\ \      \! \!\" \"\# \##2&:&:&B&B&J&J&R&R&Z&Z&b&b&j&j&r&r&z&z&&&&&&&&&&&&&&&&&&&&&&&&&&&&&&&&&'' ' '''''"'"'*'*'2'2':':'B'B'J'J'R'R'Z'Z'b'b'j'j'r'r'z'z'''''' b)aoperation.1gemm_f16_init_small_rows_interleaved_k80_c48_r72_r740]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue14kernelSpecGemm { multiply: F16, accumulate: F16, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 48 }outputElements3456input0Elements5760input1Elements3840usefulCycles4320physicalWorkCycles4320workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]( bJ7Moperation.1exchange :z2breasonOperatorInputsvalue12invocations1  * J'='exchange : breasonLayoutRearrangementinvocations1                      & & . . 6 6 > > F F N N V V ^ ^ f f n n v v ~ ~                         & & . . 6 6 > > F F N N V V ^ ^ f f n n v v ~ ~                 &&..66>>FFNNVV^^ffnnvv~~&&..66>>FFNNVV^^ffnnvv~~&&..66>>FFNNVV^^ffnnvv~~&&..66>>FFNNVV^^ffnnvv~~&&..66>>FFNNVV^^ffnnvv~~&&..66>>FFNNVV^^ffnnvv~~&&..66>>FFNNVV^^ffnnvv~~&&..66>>FFNNVV^^ffnnvv~~ xx xx  x ! ! !" "x# x#x$ x$x% x%%((((((('('(/(/(7(7(?(?(G(G(O(O(W(W(_(_(g(g(o(o(w(w((((((((((((((((((((((((((((((((((())))))))')')/)/)7)7)?)?)G)G)O)O)W)W)_)_)g) b)aoperation.2gemm_f16_init_small_rows_interleaved_k80_c48_r72_r740]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue20kernelSpecGemm { multiply: F16, accumulate: F16, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 48 }outputElements3456input0Elements5760input1Elements3840usefulCycles4320physicalWorkCycles4320workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]( bJ7Moperation.2exchange :z2breasonOperatorInputsvalue18invocations1   brwoperation.6fill_zero_u645:5=2==ZA]za*abeem*mRqBreasonLayoutRearrangementvalue32kernelSpecFillZero { offset: 2960, bytes: 720, padding_only: false }outputElements1840invocations1uniformInvocationstruearguments[15, 0]  brwoperation.6fill_zero_u645:5=2==ZA]za*abeem*mRqBreasonLayoutRearrangementvalue33kernelSpecFillZero { offset: 528, bytes: 3568, padding_only: false }outputElements2048invocations1uniformInvocationstruearguments[74, 2]  brwoperation.6fill_zero_u645:5=2==ZA]za*abeem*mRqBreasonLayoutRearrangementvalue34kernelSpecFillZero { offset: 48, bytes: 4048, padding_only: false }outputElements2048invocations1uniformInvocationstruearguments[84, 2]  bJ'A7operation.6exchange : breasonLayoutRearrangementinvocations1_cckkooww{{  ##++//77;;CCGGOOSS[[__ggkkssww''++3377??CCKKOOWW[[ccggooss{{  ##++//77;;CCGGOOSS[[__ggkksswwqy{                " " * * 2 2 : : B B J J R R Z Z b b j j r r z z                                " " * * . . 2 2 6 6 : : > > B B F F J J N N R   ""**22::BBJJRRVVZZ^^bbffjjnnrrvvzz~~  199AAIIQQYYaaiiqqyy  ""**22::BBJJRRZZbbjjrrzz  ""**22::BBJJRRZZbbjjrrzz  ""&&**..2266::>>BBFFJJNNRRVVZZ^  b-operation.6rearrange_row_major_to_amp_f16_o2_r64_p64_c32_p32_b64x16,U:U]2]]Zaz*z*j* * 1b55=*=RAreasonLayoutRearrangementvalue34kernelSpecRearrange { from: Layout { order: RowMajor, tiling: TensorTiling { tile_count: 1, replicas: 1, axes: [] }, memory_class: Ipu21Standard }, to: Layout { order: BlockMajor(Matrix { row_block: 64, column_block: 16 }), tiling: TensorTiling { tile_count: 48, replicas: 1, axes: [AxisTiling { axis: FromStart(0), partitions: 2, padding_groups: 1, block_size: 1, padding_multiple: 1, shard_padding_multiple: 1, padding: Reject, tile_stride: Some(1) }, AxisTiling { axis: FromStart(1), partitions: 12, padding_groups: 1, block_size: 64, padding_multiple: 64, shard_padding_multiple: 1, padding: Zero, tile_stride: Some(4) }, AxisTiling { axis: FromStart(2), partitions: 2, padding_groups: 1, block_size: 16, padding_multiple: 16, shard_padding_multiple: 1, padding: Zero, tile_stride: Some(2) }] }, memory_class: Ipu21Standard } }outputElements2048input0Elements2048usefulCycles1024physicalWorkCycles1024workEstimateBasisdense copy baseline: 8-byte load + store / 2 issue slotsinvocations1uniformInvocationstruearguments[64, 64, 2, 32, 32, 1]j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     a  a a aa b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue37kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[] b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue38kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0] b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue41kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[] b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM2}z*z*zb*RZreasonOperatorKernelvalue42kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: true, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[1, 0, 23]j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     a  a a aa b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue45kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[] b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue46kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0] b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue49kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[] b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM:}z*z*zb*RZreasonOperatorKernelvalue50kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[0, 0, 23] j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     a  a a aa b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue53kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[] b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue54kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0] b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue57kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[] b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM:}z*z*zb*RZreasonOperatorKernelvalue58kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[0, 0, 23] j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     a  a a aa b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue61kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[] b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue62kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0]  b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue65kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]!! b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM:}z*z*zb*RZreasonOperatorKernelvalue66kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[0, 0, 23]" j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     a  a a aa## b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue69kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]$$ b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue70kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0]%% b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue73kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]&& b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM:}z*z*zb*RZreasonOperatorKernelvalue74kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[0, 0, 23]' j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     a  a a aa(( b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue77kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[])) b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue78kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0]** b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue81kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]++ b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM:}z*z*zb*RZreasonOperatorKernelvalue82kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[0, 0, 23], j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     a  a a aa-- b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue85kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[].. b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue86kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0]// b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue89kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]00 b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM:}z*z*zb*RZreasonOperatorKernelvalue90kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[0, 0, 23]1j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     a  a a aa22 b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue93kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]33 b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue94kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0]44 b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue97kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]55 b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM:}z*z*zb*RZreasonOperatorKernelvalue98kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[0, 0, 23]6j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     a  a a aa77 b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2a"aZez*z*z*j**b*RreasonOperatorKernelvalue101kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]88 b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2Y"YZ]z*z*j**zb*RbreasonOperatorKernelvalue102kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0]99 b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2a"aZez*z*z*j**b*RreasonOperatorKernelvalue105kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]:: b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2I"IZM:}z*z*zb*RZreasonOperatorKernelvalue106kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[0, 0, 23];j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     a  a a aa<< b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2a"aZez*z*z*j**b*RreasonOperatorKernelvalue109kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]== b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2Y"YZ]z*z*j**zb*RbreasonOperatorKernelvalue110kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0]>> b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2a"aZez*z*z*j**b*RreasonOperatorKernelvalue113kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]?? b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2I"IZM:}z*z*zb*RZreasonOperatorKernelvalue114kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[0, 0, 23]@j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1< a a a         a  a a  aaAA b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2a"aZez*z*z*j**b*RreasonOperatorKernelvalue117kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]BB b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2Y"YZ]z*z*j**zb*RbreasonOperatorKernelvalue118kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0]CC b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2a"aZez*z*z*j**b*RreasonOperatorKernelvalue121kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]DD b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2I"IZM:}z*z*zb*RZreasonOperatorKernelvalue122kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[0, 0, 23]Ev bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     e  e e iiFF b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2a"aZez*z*z*jB*b*RreasonOperatorKernelvalue125kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements2000usefulCycles646.875physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]GG b!Uoperation.6attention_softmax_d72_p64_tail_f16,U:UzY2Y"YZ]z*z*j**zb*RbreasonOperatorKernelvalue126kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 25, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles1260physicalWorkCycles1332workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 25, 0]HH b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2a"aZez*z*z*jB*b*RreasonOperatorKernelvalue129kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements2000usefulCycles646.875physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]II b!operation.6attention_merge_v72_p80_out16_f16(M:MzQ2QQZU2z*z*zz*b*RZreasonOperatorKernelvalue31kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: true }outputElements1656input0Elements1840input1Elements46input2Elements1702invocations1uniformInvocationstruearguments[0, 1, 23]JH bJ7Qwoperation.6exchange :2"b!reasonLayoutRearrangementvalue130invocations1\88\\44XX||  00TTxx,,P cyB8yBo^o^gg  PEKEK;g);g+a|+aCT,CD00 `2 '3'9D59d67484I9IUcd;Ucx<x(=>ͺ @ͺwAwBHCD+,F+EGEZHZohIoJLLM!N!!O!Q3lR3'S'C=UC=CRUCR7j W7jUXUZe$[ee[eY@]Yw^w! $`! Da4a4{L`c{LadaC{DfC{dghijedlem(n.o.C qC]r]rsrHt՜u՜,wxy bJ'Aoperation.0exchange : breasonLayoutRearrangementinvocations1_ggoowx  ""**22::BBJJRRZZbbjjrrzz  ""**22::BBJJRRZZbbjjrrzz  ""**22::BBJJRRZZbbjjrrzz  ""**22::BBJJRRZZbbjjrrzz  ""**22::BBJJRRZZbbjjrrzz  ""**22::BBJJRRZZbbjjrrzz  ""**22::BBJJRRZZbbjjrrzz  ""**22::BBJJRRZZbbjjrrzz       " " * * 2 2 : : B B J J R R Z Z b b j j r r z z                        " " * * 2 2 : : B B J J R R Z Z b b j j r r z z                        ""**22::BBJJRRZZb b)aoperation.0gemm_f16_init_small_rows_interleaved_k80_c48_r72_r740]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue8kernelSpecGemm { multiply: F16, accumulate: F16, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 48 }outputElements3456input0Elements5760input1Elements3840usefulCycles4320physicalWorkCycles4320workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]( bJ7Moperation.0exchange :z2breasonOperatorInputsvalue6invocations18( J'=exchange : breasonLayoutRearrangementinvocations1       # # + + 3 3 ; ; C C K K S S [ [ c c k k s s { {                        # # + + 3 3 ; ; C C K K S S [ [ c c k k s s { {                        # # + + 3 3 ; ; C C K K S S [ [ c c k k s s { {                        # # + + 3 3 ; ; C C K K S S [ [ c c k k s s { {           ''//77??GGOOWW__ggooww''//77??GGOOWW__ggooww''//77??GGOOWW__ggooww''//77??GGOOWW__ggooww''//77??GGOOWW__ggooww''//77??GGOOWW__ggooww''//77??GGOOWW__ggooww ^^ ^^ ^    ^! ^!^" ^"^# ^##4&<&<&D&D&L&L&T&T&\&\&d&d&l&l&t&t&|&|&&&&&&&&&&&&&&&&&&&&&&&&&&&&&&&&&'' ' b)aoperation.1gemm_f16_init_small_rows_interleaved_k80_c48_r72_r740]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue14kernelSpecGemm { multiply: F16, accumulate: F16, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 48 }outputElements3456input0Elements5760input1Elements3840usefulCycles4320physicalWorkCycles4320workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]( bJ7Moperation.1exchange :z2breasonOperatorInputsvalue12invocations1 * J'=exchange : breasonLayoutRearrangementinvocations1                     ( ( 0 0 8 8 @ @ H H P P X X ` ` h h p p x x                         ( ( 0 0 8 8 @ @ H H P P X X ` ` h h p p x x                   ((0088@@HHPPXX``hhppxx  ((0088@@HHPPXX``hhppxx  ((0088@@HHPPXX``hhppxx  ((0088@@HHPPXX``hhppxx  ((0088@@HHPPXX``hhppxx  ((0088@@HHPPXX``hhppxx  ((0088@@HHPPXX``hhppxx  ((0088@@HHPPXX``hhppxx zz zz  z  ! !" "z# z#z$ z$z% z%% (((((!(!()()(1(1(9(9(A(A(I(I(Q(Q(Y(Y(a(a(i(i(q(q(y(y(((((((((((((((((((((((((( b)aoperation.2gemm_f16_init_small_rows_interleaved_k80_c48_r72_r740]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue20kernelSpecGemm { multiply: F16, accumulate: F16, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 48 }outputElements3456input0Elements5760input1Elements3840usefulCycles4320physicalWorkCycles4320workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]( bJ7Moperation.2exchange :z2breasonOperatorInputsvalue18invocations1  brwoperation.6fill_zero_u645:5=2==ZA]za*abeem*mRqBreasonLayoutRearrangementvalue32kernelSpecFillZero { offset: 2960, bytes: 720, padding_only: false }outputElements1840invocations1uniformInvocationstruearguments[15, 0]  bJ'A7operation.6exchange : breasonLayoutRearrangementinvocations1{  ##++33;;CCKKSS[[cckkss{{  ##++33;;CCKKSS[[cckkss{{  ##++33;;??CCGGKKOOSSWW[[__ccggkkoossww{{ j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( c c c     c  c c cc  b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue37kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]  b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue38kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0] b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue41kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[] b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM2}z*z*zb*RZreasonOperatorKernelvalue42kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: true, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[1, 0, 23]j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( c c c     c  c c cc b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue45kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[] b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue46kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0] b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue49kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[] b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM:}z*z*zb*RZreasonOperatorKernelvalue50kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[0, 0, 23] j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( c c c     c  c c cc b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue53kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[] b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue54kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0] b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue57kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[] b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM:}z*z*zb*RZreasonOperatorKernelvalue58kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[0, 0, 23] j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( c c c     c  c c cc b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue61kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[] b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue62kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0] b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue65kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[] b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM:}z*z*zb*RZreasonOperatorKernelvalue66kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[0, 0, 23] j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( c c c     c  c c cc  b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue69kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]!! b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue70kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0]"" b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue73kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]## b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM:}z*z*zb*RZreasonOperatorKernelvalue74kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[0, 0, 23]$ j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( c c c     c  c c cc%% b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue77kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]&& b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue78kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0]'' b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue81kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[](( b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM:}z*z*zb*RZreasonOperatorKernelvalue82kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[0, 0, 23]) j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( c c c     c  c c cc** b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue85kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]++ b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue86kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0],, b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue89kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]-- b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM:}z*z*zb*RZreasonOperatorKernelvalue90kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[0, 0, 23].j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( c c c     c  c c cc// b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue93kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]00 b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue94kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0]11 b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue97kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]22 b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM:}z*z*zb*RZreasonOperatorKernelvalue98kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[0, 0, 23]3j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( c c c     c  c c cc44 b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2a"aZez*z*z*j**b*RreasonOperatorKernelvalue101kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]55 b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2Y"YZ]z*z*j**zb*RbreasonOperatorKernelvalue102kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0]66 b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2a"aZez*z*z*j**b*RreasonOperatorKernelvalue105kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]77 b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2I"IZM:}z*z*zb*RZreasonOperatorKernelvalue106kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[0, 0, 23]8j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( c c c     c  c c cc99 b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2a"aZez*z*z*j**b*RreasonOperatorKernelvalue109kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]:: b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2Y"YZ]z*z*j**zb*RbreasonOperatorKernelvalue110kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0];; b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2a"aZez*z*z*j**b*RreasonOperatorKernelvalue113kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]<< b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2I"IZM:}z*z*zb*RZreasonOperatorKernelvalue114kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[0, 0, 23]=j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( c c c     c  c c cc>> b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2a"aZez*z*z*j**b*RreasonOperatorKernelvalue117kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]?? b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2Y"YZ]z*z*j**zb*RbreasonOperatorKernelvalue118kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0]@@ b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2a"aZez*z*z*j**b*RreasonOperatorKernelvalue121kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]AA b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2I"IZM:}z*z*zb*RZreasonOperatorKernelvalue122kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[0, 0, 23]Bv bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( c c c     g  g g ggCC b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2a"aZez*z*z*jB*b*RreasonOperatorKernelvalue125kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements2000usefulCycles646.875physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]DD b!Uoperation.6attention_softmax_d72_p64_tail_f16,U:UzY2Y"YZ]z*z*j**zb*RbreasonOperatorKernelvalue126kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 25, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles1260physicalWorkCycles1332workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 25, 0]EE b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2a"aZez*z*z*jB*b*RreasonOperatorKernelvalue129kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements2000usefulCycles646.875physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]FF b!operation.6attention_merge_v72_p80_out16_f16(M:MzQ2QQZU2z*z*zz*b*RZreasonOperatorKernelvalue31kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: true }outputElements1656input0Elements1840input1Elements46input2Elements1702invocations1uniformInvocationstruearguments[0, 1, 23]GH bJ7Qwoperation.6exchange :2"b!reasonLayoutRearrangementvalue130invocations1\%I22VVzz  ..RRvv**NNrrGPi..`` XY"Y"WW+((+(d//QdQdssFTF(( D ?|?|aa^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GPi..`` XY"Y"WW+((+(d//QdQdssFTF(( D ?|?|aa^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GPi..`` XY"Y"WW+((+(d//QdQdssFTF(( D ?|?|aa^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GPi..`` XY"Y"WW+((+(d//QdQdssFTF(( D ?|?|aa^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GPo..`` X_"_"WW+((+(d55WdWdyyFTF((# D# E|E|gg^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  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b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GPo..`` X_"_"WW+((+(d55WdWdyyFTF((# D# E|E|gg^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GPo..`` X_"_"WW+((+(d55WdWdyyFTF((# D# E|E|gg^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GPo..`` %X%e"e"]]1((1(d;;]d]dFTF÷÷(() D) K|K|mm^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GPo..`` %X%e"e"]]1((1(d;;]d]dFTF÷÷(() D) K|K|mm^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GPo..`` %X%e"e"]]1((1(d;;]d]dFTF÷÷(() D) K|K|mm^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GPo..`` %X%e"e"]]1((1(d;;]d]dFTF÷÷(() D) K|K|mm^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  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!idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GP{..`` +X+k"k"cc7((7(dAAcdcdFTFɷɷ((  / D/ Q|Q|ss^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GP{..`` +X+k"k"cc7((7(dAAcdcdFTFɷɷ((  / D/ Q|Q|ss^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GP{..`` +X+k"k"cc7((7(dAAcdcdFTFɷɷ((  / D/ Q|Q|ss^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GP{!.!.``   1X1q"q"ii=((=(dGGididFTFϷϷ((5 D5 W|W|yy^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile 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b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GP{!.!.``   1X1q"q"ii=((=(dGGididFTFϷϷ((5 D5 W|W|yy^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GP{!.!.`` 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=X=}"}"uuI((I(ɉdɉSSududFTF۷۷((A DA c|c|^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GP'.'.`` 7X7w"w"ooC((C(ÉdÉMMododFTFշշ((; D; ]|]|^^ 4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GP'.'.`` 7X7w"w"ooC((C(ÉdÉMMododFTFշշ((; D; ]|]|^^ 4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GP'.'.`` 7X7w"w"ooC((C(ÉdÉMMododFTFշշ((; D; ]|]|^^ 4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GP'.'.`` 7X7w"w"ooC((C(ÉdÉMMododFTFշշ((; D; ]|]|^^ 4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GP'.'.``   7X7q"q"ooC((C(ÉdÉGGididFTFϷϷ((5 D5 W|W|yy^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GP'.'.``   7X7q"q"ooC((C(ÉdÉGGididFTFϷϷ((5 D5 W|W|yy^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GP'.'.``   7X7q"q"ooC((C(ÉdÉGGididFTFϷϷ((5 D5 W|W|yy^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GP'.'.``   7X7q"q"ooC((C(ÉdÉGGididFTFϷϷ((5 D5 W|W|yy^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GP{!.!.``   1X1q"q"ii=((=(dGGididFTFϷϷ((5 D5 W|W|yy^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GP{!.!.``   1X1q"q"ii=((=(dGGididFTFϷϷ((5 D5 W|W|yy^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GP{!.!.``   1X1q"q"ii=((=(dGGididFTFϷϷ((5 D5 W|W|yy^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GP{!.!.``   1X1q"q"ii=((=(dGGididFTFϷϷ((5 D5 W|W|yy^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GP{..`` +X+k"k"cc7((7(dAAcdcdFTFɷɷ((  / D/ Q|Q|ss^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GP{..`` +X+k"k"cc7((7(dAAcdcdFTFɷɷ((  / D/ Q|Q|ss^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GP{..`` +X+k"k"cc7((7(dAAcdcdFTFɷɷ((  / D/ Q|Q|ss^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GP{..`` 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b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GPo..`` %X%e"e"]]1((1(d;;]d]dFTF÷÷(() D) K|K|mm^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GPo..`` %X%e"e"]]1((1(d;;]d]dFTF÷÷(() D) K|K|mm^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GPo..`` X_"_"WW+((+(d55WdWdyyFTF((# D# E|E|gg^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GPo..`` X_"_"WW+((+(d55WdWdyyFTF((# D# E|E|gg^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GPo..`` X_"_"WW+((+(d55WdWdyyFTF((# D# E|E|gg^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GPo..`` X_"_"WW+((+(d55WdWdyyFTF((# D# E|E|gg^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130(iBHB^0^ggpKKg)g8+a+ag|,g<-<9wL69w099L;!<!30>3P??4lA4IBIUcPDUcxpExFGͺHͺwpJwK4LM+O+EPEZQZoTRoS8UV!W!!tX!Y3X[3'\'C=]C=CR^CR7j `7jUxaUbedeedeY,fYwgw! i! 0j4j4{LLl{LamaC{0oC{PpplrsePuepvw.x.CyC]p{]r|r\}~@ bJ'A'operation.0exchange : breasonLayoutRearrangementinvocations1aiiqqyy  !!))1199AAIIQQYYaaiiqqyy  !!))1199AAIIQQYYaaiiqqyy  !!))1199AAIIQQYYaaiiqqyy  !!))1199AAIIQQYYaaiiqqyy  !!))1199AAIIQQYYaaiiqqyy  !!))1199AAIIQQYYaaiiqqyy  !!))1199AAIIQQYYaaiiqqyy  !!))1199AAIIQQYYackkss{{       # # + + 3 3 ; ; C C K K S S [ [ c c k k s s { {                        # # + + 3 3 ; ; C             4 ''//77??GGOOWW__ggooww b)aoperation.0gemm_f16_init_small_rows_interleaved_k80_c48_r72_r740]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue8kernelSpecGemm { multiply: F16, accumulate: F16, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 48 }outputElements3456input0Elements5760input1Elements3840usefulCycles4320physicalWorkCycles4320workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]( bJ7Moperation.0exchange :z2breasonOperatorInputsvalue6invocations18( J'='exchange : breasonLayoutRearrangementinvocations1         ( ( 0 0 8 8 @ @ H H P P X X ` ` h h p p x x                         ( ( 0 0 8 8 @ @ H H P P X X ` ` h h p p x x                         ( ( 0 0 8 8 @ @ H H P P X X ` ` h h p p x x                         ( ( 0 0 8 8 @ @ H H P P X X ` ` h h p p x x                    $ $ , , 4 4 < < D D L L T T \ \ d d l l t t | |                   $$,,44<<DDLLTT\\ddlltt||  $$,,44<<DDLLTT\\ddlltt||  $$,,44<<DDLLTT\\ddlltt||  $$,,44<<DDLLTT\\ddlltt||  $$,,44<AIIQQYZbbjjrrzz|     1! 1!1" 1"1# 1## #$ $% %1&1&9&9&A&A&I&I&Q&Q&Y&Y&a&a&i&i&q&q&y&y&&&&&&&&&&&&&&&&&&&&&&&&&&&&&&&&&'' ' '''''!'!')')'1'1'9'9'A'A'I'I'Q'Q'Y'Y'a'a'i'i'q'q'y'y'''''' b)aoperation.1gemm_f16_init_small_rows_interleaved_k80_c48_r72_r740]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue14kernelSpecGemm { multiply: F16, accumulate: F16, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 48 }outputElements3456input0Elements5760input1Elements3840usefulCycles4320physicalWorkCycles4320workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]( bJ7Moperation.1exchange :z2breasonOperatorInputsvalue12invocations1 * J'='exchange : breasonLayoutRearrangementinvocations1                     % % - - 5 5 = = E E M M U U ] ] e e m m u u } }                        % % - - 5 5 = = E E M M U U ] ] e e m m u u } }                   %%--55==EEMMUU]]eemmuu}}  %%--55==EEMMUU]]eemmuu}}  %%--55==EEMMUU]]eemmuu}}  %%--55==EEMMUU]]eemmuu}}  %%--55==EEMMUU]]eemmuu}}  %%--55==EEMMUU]]eemmuu}}  %%--55==EEMMUU]]eemmuu}}  %%--55==EEMMUU]]eemmuu}} ! !" !*" "# #$ $% %% %& &' '((((((((&(&(.(.(6(6(>(>(F(F(N(N(V(V(^(^(f(f(n(n(v(v(~(~((((((((((((((((((((((((((((((((())))))))&)&).).)6)6)>)>)F)F)N)N)V)V)^)^)f) b)aoperation.2gemm_f16_init_small_rows_interleaved_k80_c48_r72_r740]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue20kernelSpecGemm { multiply: F16, accumulate: F16, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 48 }outputElements3456input0Elements5760input1Elements3840usefulCycles4320physicalWorkCycles4320workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]( bJ7Moperation.2exchange :z2breasonOperatorInputsvalue18invocations1  brwoperation.6fill_zero_u645:5=2==ZA]za*abeem*mRqBreasonLayoutRearrangementvalue32kernelSpecFillZero { offset: 2960, bytes: 720, padding_only: false }outputElements1840invocations1uniformInvocationstruearguments[15, 0]  broperation.6fill_zero_u64(M:MU2UUZYuzy*yj}}rb*RBreasonLayoutRearrangementvalue33kernelSpecFillZero { offset: 1824, bytes: 4320, padding_only: true }outputElements1200usefulCycles0physicalWorkCycles0workEstimateBasispadding initialization: no useful tensor workinvocations1uniformInvocationstruearguments[90, 0]  bJ'Aoperation.6exchange : breasonLayoutRearrangementinvocations1$aijrv~&&..66>>FFNNVV^^ffnnvv~~&&..66>>FFNNVV^^ffnnvv~~&&..66>>FFNNVV^^ffnnvv~~        & & . . 6 6 > > F F N N V V ^ ^ f f n n v v ~ ~                         & & . . 6   !!))1199AAIIQQYYaaiiqqyy  !!))1199AAIIQQYYaaiiqqyy  ((0088@@HHPPXX``hhppxx  b)operation.6rearrange_row_major_to_amp_f16_o2_r0_p64_c48_p48_b64x16,U:U]2]]Zaz*z*j" * 1b55=*=RAreasonLayoutRearrangementvalue34kernelSpecRearrange { from: Layout { order: RowMajor, tiling: TensorTiling { tile_count: 1, replicas: 1, axes: [] }, memory_class: Ipu21Standard }, to: Layout { order: BlockMajor(Matrix { row_block: 64, column_block: 16 }), tiling: TensorTiling { tile_count: 48, replicas: 1, axes: [AxisTiling { axis: FromStart(0), partitions: 2, padding_groups: 1, block_size: 1, padding_multiple: 1, shard_padding_multiple: 1, padding: Reject, tile_stride: Some(1) }, AxisTiling { axis: FromStart(1), partitions: 12, padding_groups: 1, block_size: 64, padding_multiple: 64, shard_padding_multiple: 1, padding: Zero, tile_stride: Some(4) }, AxisTiling { axis: FromStart(2), partitions: 2, padding_groups: 1, block_size: 16, padding_multiple: 16, shard_padding_multiple: 1, padding: Zero, tile_stride: Some(2) }] }, memory_class: Ipu21Standard } }outputElements1200input0Elements1200usefulCycles600physicalWorkCycles1536workEstimateBasisdense copy baseline: 8-byte load + store / 2 issue slotsinvocations1uniformInvocationstruearguments[25, 64, 2, 48, 48, 1] j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     a  a a aa b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue37kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[] b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue38kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0] b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue41kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[] b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM2}z*z*zb*RZreasonOperatorKernelvalue42kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: true, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[1, 0, 23]j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     a  a a aa b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue45kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[] b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue46kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0] b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue49kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[] b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM:}z*z*zb*RZreasonOperatorKernelvalue50kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[0, 0, 23] j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     a  a a aa b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue53kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[] b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue54kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0] b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue57kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[] b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM:}z*z*zb*RZreasonOperatorKernelvalue58kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[0, 0, 23] j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     a  a a aa b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue61kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[] b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue62kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0] b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue65kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]  b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM:}z*z*zb*RZreasonOperatorKernelvalue66kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[0, 0, 23]! j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     a  a a aa"" b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue69kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]## b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue70kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0]$$ b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue73kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]%% b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM:}z*z*zb*RZreasonOperatorKernelvalue74kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[0, 0, 23]& j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     a  a a aa'' b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue77kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[](( b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue78kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0])) b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue81kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]** b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM:}z*z*zb*RZreasonOperatorKernelvalue82kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[0, 0, 23]+ j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     a  a a aa,, b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue85kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]-- b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue86kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0].. b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue89kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]// b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM:}z*z*zb*RZreasonOperatorKernelvalue90kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[0, 0, 23]0j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     a  a a aa11 b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue93kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]22 b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue94kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0]33 b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue97kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]44 b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM:}z*z*zb*RZreasonOperatorKernelvalue98kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[0, 0, 23]5j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     a  a a aa66 b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2a"aZez*z*z*j**b*RreasonOperatorKernelvalue101kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]77 b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2Y"YZ]z*z*j**zb*RbreasonOperatorKernelvalue102kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0]88 b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2a"aZez*z*z*j**b*RreasonOperatorKernelvalue105kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]99 b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2I"IZM:}z*z*zb*RZreasonOperatorKernelvalue106kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[0, 0, 23]:j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     a  a a aa;; b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2a"aZez*z*z*j**b*RreasonOperatorKernelvalue109kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]<< b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2Y"YZ]z*z*j**zb*RbreasonOperatorKernelvalue110kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0]== b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2a"aZez*z*z*j**b*RreasonOperatorKernelvalue113kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]>> b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2I"IZM:}z*z*zb*RZreasonOperatorKernelvalue114kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[0, 0, 23]?j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     a  a a aa@@ b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2a"aZez*z*z*j**b*RreasonOperatorKernelvalue117kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]AA b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2Y"YZ]z*z*j**zb*RbreasonOperatorKernelvalue118kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0]BB b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2a"aZez*z*z*j**b*RreasonOperatorKernelvalue121kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]CC b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2I"IZM:}z*z*zb*RZreasonOperatorKernelvalue122kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[0, 0, 23]Dv bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1<  a  a  a     %  i % % i i qqEE b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2a"aZez*z*z*jB*b*RreasonOperatorKernelvalue125kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements2000usefulCycles646.875physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]FF b!Uoperation.6attention_softmax_d72_p64_tail_f16,U:UzY2Y"YZ]z*z*j**zb*RbreasonOperatorKernelvalue126kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 25, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles1260physicalWorkCycles1332workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 25, 0]GG b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2a"aZez*z*z*jB*b*RreasonOperatorKernelvalue129kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements2000usefulCycles646.875physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]HH b!operation.6attention_merge_v72_p80_out16_f16(M:MzQ2QQZU2z*z*zz*b*RZreasonOperatorKernelvalue31kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: true }outputElements1656input0Elements1840input1Elements46input2Elements1702invocations1uniformInvocationstruearguments[0, 1, 23]IH bJ7Qwoperation.6exchange :2"b!reasonLayoutRearrangementvalue130invocations1\%%IImm!!EEiiAAeNrr&w\iss@ApA]]AnAnKpKpwq$wqrTrssmmcP!c"4#d$%3 &3 A'A]1]ݚ3ݚ!t3!͞L4͞}$5}?5?Cg =Cg?@  B 'xC'9D9FF4,H4III[cK[cx0LxLLNӺOӺ}0Q}PRRlT+U+EPWE[pX[pYpZ[p]'^''4_'`9b9'c'I=dI=IRTeIR=jf=j[8h[ikjkktkk_l_}Xn}' o' p4q4L sLaxtaI{uI{ww,yzk|k0}}.L.CC]0]rPrۜۜx broperation.0fill_zero_u64(M:MU2UUZYuzy*yj}}rb*RBreasonLayoutRearrangementvalue4kernelSpecFillZero { offset: 9216, bytes: 2304, padding_only: true }outputElements4608usefulCycles0physicalWorkCycles0workEstimateBasispadding initialization: no useful tensor workinvocations1uniformInvocationstruearguments[48, 0] broperation.0fill_zero_u64(M:MU2UUZYuzy*yj}}rb*RBreasonLayoutRearrangementvalue7kernelSpecFillZero { offset: 2048, bytes: 512, padding_only: true }outputElements3072usefulCycles0physicalWorkCycles0workEstimateBasispadding initialization: no useful tensor workinvocations1uniformInvocationstruearguments[10, 4] broperation.0fill_zero_u64(M:MU2UUZYuzy*yj}}rb*RBreasonLayoutRearrangementvalue7kernelSpecFillZero { offset: 4608, bytes: 512, padding_only: true }outputElements3072usefulCycles0physicalWorkCycles0workEstimateBasispadding initialization: no useful tensor workinvocations1uniformInvocationstruearguments[10, 4] broperation.0fill_zero_u64(M:MU2UUZYuzy*yj}}rb*RBreasonLayoutRearrangementvalue7kernelSpecFillZero { offset: 7168, bytes: 512, padding_only: true }outputElements3072usefulCycles0physicalWorkCycles0workEstimateBasispadding initialization: no useful tensor workinvocations1uniformInvocationstruearguments[10, 4] bJ'Aoperation.0exchange : breasonLayoutRearrangementinvocations1dlltu}}  %%--55==EEMMUU]]eemmuv~~&&..66>>FFNNVV^^ffnnvv~~&&..66>>FFNNVV^^ffnnvv~~&&..66>>FFNRZZbbjjrrzz  ""**22::BBJJRRZZbbjjrrzz  ""**22::BBJJRRZZbbjjrrzz  ""**22::BBJJRRZZbbjjrrzz  ""**22::BBJJRRZZbbjjrrzz       " " * * 2 2 : : B B J J R R Z Z b b j  |   | |  | |  | b)aoperation.0gemm_f16_init_small_rows_interleaved_k80_c48_r72_r740]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue8kernelSpecGemm { multiply: F16, accumulate: F16, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 48 }outputElements3456input0Elements4608input1Elements3072usefulCycles3456physicalWorkCycles4320workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]( bJ7Moperation.0exchange :z2breasonOperatorInputsvalue6invocations1  broperation.1fill_zero_u64(M:MU2UUZYuzy*yj}}rb*RBreasonLayoutRearrangementvalue10kernelSpecFillZero { offset: 9216, bytes: 2304, padding_only: true }outputElements4608usefulCycles0physicalWorkCycles0workEstimateBasispadding initialization: no useful tensor workinvocations1uniformInvocationstruearguments[48, 0] broperation.1fill_zero_u64(M:MU2UUZYuzy*yj}}rb*RBreasonLayoutRearrangementvalue13kernelSpecFillZero { offset: 2048, bytes: 512, padding_only: true }outputElements3072usefulCycles0physicalWorkCycles0workEstimateBasispadding initialization: no useful tensor workinvocations1uniformInvocationstruearguments[10, 4]  broperation.1fill_zero_u64(M:MU2UUZYuzy*yj}}rb*RBreasonLayoutRearrangementvalue13kernelSpecFillZero { offset: 4608, bytes: 512, padding_only: true }outputElements3072usefulCycles0physicalWorkCycles0workEstimateBasispadding initialization: no useful tensor workinvocations1uniformInvocationstruearguments[10, 4]  broperation.1fill_zero_u64(M:MU2UUZYuzy*yj}}rb*RBreasonLayoutRearrangementvalue13kernelSpecFillZero { offset: 7168, bytes: 512, padding_only: true }outputElements3072usefulCycles0physicalWorkCycles0workEstimateBasispadding initialization: no useful tensor workinvocations1uniformInvocationstruearguments[10, 4] 8( J'=exchange : breasonLayoutRearrangementinvocations1  ( ( 0 0 8 8 @ @ H H P P X X ` ` h h p p x x                         ( ( 0 0 8 8 @ @ H H P P X X ` ` h h p p x x                         ( ( 0 0 8 8 @ @ H H P P X X ` ` h h p p x x                         ( ( 0 0 8 8 @ @ H H P P X X ` ` h h p p x x                x  ((0088@@HHPPXX``hhppxx  ((0088@@HHPPXX``hhppxx  ((0088@@HHPPXX``hhppxx  ((0088@@HHPPXX``hhppxx  ((0088@@HHPPXX``hhppxx nn n  n n n n  n  b)aoperation.1gemm_f16_init_small_rows_interleaved_k80_c48_r72_r740]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue14kernelSpecGemm { multiply: F16, accumulate: F16, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 48 }outputElements3456input0Elements4608input1Elements3072usefulCycles3456physicalWorkCycles4320workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[] ( bJ7Moperation.1exchange :z2breasonOperatorInputsvalue12invocations1  broperation.2fill_zero_u64(M:MU2UUZYuzy*yj}}rb*RBreasonLayoutRearrangementvalue16kernelSpecFillZero { offset: 9216, bytes: 2304, padding_only: true }outputElements4608usefulCycles0physicalWorkCycles0workEstimateBasispadding initialization: no useful tensor workinvocations1uniformInvocationstruearguments[48, 0] broperation.2fill_zero_u64(M:MU2UUZYuzy*yj}}rb*RBreasonLayoutRearrangementvalue19kernelSpecFillZero { offset: 2048, bytes: 512, padding_only: true }outputElements3072usefulCycles0physicalWorkCycles0workEstimateBasispadding initialization: no useful tensor workinvocations1uniformInvocationstruearguments[10, 4] broperation.2fill_zero_u64(M:MU2UUZYuzy*yj}}rb*RBreasonLayoutRearrangementvalue19kernelSpecFillZero { offset: 4608, bytes: 512, padding_only: true }outputElements3072usefulCycles0physicalWorkCycles0workEstimateBasispadding initialization: no useful tensor workinvocations1uniformInvocationstruearguments[10, 4] broperation.2fill_zero_u64(M:MU2UUZYuzy*yj}}rb*RBreasonLayoutRearrangementvalue19kernelSpecFillZero { offset: 7168, bytes: 512, padding_only: true }outputElements3072usefulCycles0physicalWorkCycles0workEstimateBasispadding initialization: no useful tensor workinvocations1uniformInvocationstruearguments[10, 4] * J'=exchange : breasonLayoutRearrangementinvocations1  ( ( 0 0 8 8 @ @ H H P P X X ` ` h h p p x x                         ( ( 0 0 8 8 @ @ H H P P X X ` ` h h p p x x                         ( ( 0 0 8 8 @ @ H H P P X X ` ` h h p p x x                         ( ( 0 0 8 8 @ @ H H P P X X ` ` h h p p x x                x  ((0088@@HHPPXX``hhppxx  ((0088@@HHPPXX``hhppxx  ((0088@@HHPPXX``hhppxx  ((0088@@HHPPXX``hhppxx  ((0088@@HHPPXX``hhppxx ss s  s      b)aoperation.2gemm_f16_init_small_rows_interleaved_k80_c48_r72_r740]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue20kernelSpecGemm { multiply: F16, accumulate: F16, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 48 }outputElements3456input0Elements4608input1Elements3072usefulCycles3456physicalWorkCycles4320workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]( bJ7Moperation.2exchange :z2breasonOperatorInputsvalue18invocations1  brwoperation.6fill_zero_u645:5=2==ZA]za*abeem*mRqBreasonLayoutRearrangementvalue32kernelSpecFillZero { offset: 2960, bytes: 720, padding_only: false }outputElements1840invocations1uniformInvocationstruearguments[15, 0] brwoperation.6fill_zero_u645:5=2==ZA]za"abeem*mRqBreasonLayoutRearrangementvalue33kernelSpecFillZero { offset: 528, bytes: 3568, padding_only: false }outputElements800invocations1uniformInvocationstruearguments[74, 2] brwoperation.6fill_zero_u645:5=2==ZA]za"abeem*mRqBreasonLayoutRearrangementvalue34kernelSpecFillZero { offset: 48, bytes: 1552, padding_only: false }outputElements800invocations1uniformInvocationstruearguments[32, 2] bJ'Aw operation.6exchange : breasonLayoutRearrangementinvocations1\&&**2266>>BBJJNNVVZZbbffnnrrzz~~        $$,,44<<DDLLTV^^ffjjnnrrvvzz~~  !!%  ##++33;;CCKKSS[[cckkss{{  ##++33;;CCKKSS[[cckkss{{  ##''++//3377;;??CCGGKKOOSSWW[ b)operation.6rearrange_row_major_to_amp_f16_o2_r0_p64_c32_p32_b64x16,U:U]2]]Zaz"z"j" * 1b55=*=RAreasonLayoutRearrangementvalue34kernelSpecRearrange { from: Layout { order: RowMajor, tiling: TensorTiling { tile_count: 1, replicas: 1, axes: [] }, memory_class: Ipu21Standard }, to: Layout { order: BlockMajor(Matrix { row_block: 64, column_block: 16 }), tiling: TensorTiling { tile_count: 48, replicas: 1, axes: [AxisTiling { axis: FromStart(0), partitions: 2, padding_groups: 1, block_size: 1, padding_multiple: 1, shard_padding_multiple: 1, padding: Reject, tile_stride: Some(1) }, AxisTiling { axis: FromStart(1), partitions: 12, padding_groups: 1, block_size: 64, padding_multiple: 64, shard_padding_multiple: 1, padding: Zero, tile_stride: Some(4) }, AxisTiling { axis: FromStart(2), partitions: 2, padding_groups: 1, block_size: 16, padding_multiple: 16, shard_padding_multiple: 1, padding: Zero, tile_stride: Some(2) }] }, memory_class: Ipu21Standard } }outputElements800input0Elements800usefulCycles400physicalWorkCycles1024workEstimateBasisdense copy baseline: 8-byte load + store / 2 issue slotsinvocations1uniformInvocationstruearguments[25, 64, 2, 32, 32, 1]j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( e e e     e  e e ee b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue37kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[] b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue38kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0] b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue41kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[] b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM2}z*z*zb*RZreasonOperatorKernelvalue42kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: true, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[1, 0, 23]j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( e e e     e  e e ee  b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue45kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]!! b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue46kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0]"" b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue49kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]## b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM:}z*z*zb*RZreasonOperatorKernelvalue50kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[0, 0, 23]$ j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( e e e     e  e e ee%% b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue53kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]&& b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue54kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0]'' b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue57kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[](( b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM:}z*z*zb*RZreasonOperatorKernelvalue58kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[0, 0, 23]) j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( e e e     e  e e ee** b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue61kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]++ b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue62kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0],, b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue65kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]-- b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM:}z*z*zb*RZreasonOperatorKernelvalue66kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[0, 0, 23]. j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( e e e     e  e e ee// b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue69kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]00 b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue70kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0]11 b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue73kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]22 b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM:}z*z*zb*RZreasonOperatorKernelvalue74kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[0, 0, 23]3 j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( e e e     e  e e ee44 b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue77kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]55 b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue78kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0]66 b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue81kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]77 b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM:}z*z*zb*RZreasonOperatorKernelvalue82kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[0, 0, 23]8 j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( e e e     e  e e ee99 b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue85kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]:: b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue86kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0];; b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue89kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]<< b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM:}z*z*zb*RZreasonOperatorKernelvalue90kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[0, 0, 23]=j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( e e e     e  e e ee>> b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue93kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]?? b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue94kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0]@@ b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue97kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]AA b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM:}z*z*zb*RZreasonOperatorKernelvalue98kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[0, 0, 23]Bj bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( e e e     e  e e eeCC b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2a"aZez*z*z*j**b*RreasonOperatorKernelvalue101kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]DD b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2Y"YZ]z*z*j**zb*RbreasonOperatorKernelvalue102kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0]EE b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2a"aZez*z*z*j**b*RreasonOperatorKernelvalue105kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]FF b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2I"IZM:}z*z*zb*RZreasonOperatorKernelvalue106kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[0, 0, 23]Gj bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( e e e     e  e e eeHH b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2a"aZez*z*z*j**b*RreasonOperatorKernelvalue109kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]II b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2Y"YZ]z*z*j**zb*RbreasonOperatorKernelvalue110kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0]JJ b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2a"aZez*z*z*j**b*RreasonOperatorKernelvalue113kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]KK b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2I"IZM:}z*z*zb*RZreasonOperatorKernelvalue114kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[0, 0, 23]Lj bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( e e e     e  e e eeMM b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2a"aZez*z*z*j**b*RreasonOperatorKernelvalue117kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]NN b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2Y"YZ]z*z*j**zb*RbreasonOperatorKernelvalue118kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0]OO b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2a"aZez*z*z*j**b*RreasonOperatorKernelvalue121kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]PP b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2I"IZM:}z*z*zb*RZreasonOperatorKernelvalue122kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[0, 0, 23]Qv bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1< e e e         m  m m )) mmRR b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2a"aZez*z*z*jB*b*RreasonOperatorKernelvalue125kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements2000usefulCycles646.875physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]SS b!Uoperation.6attention_softmax_d72_p64_tail_f16,U:UzY2Y"YZ]z*z*j**zb*RbreasonOperatorKernelvalue126kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 25, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles1260physicalWorkCycles1332workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 25, 0]TT b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2a"aZez*z*z*jB*b*RreasonOperatorKernelvalue129kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements2000usefulCycles646.875physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]UU b!operation.6attention_merge_v72_p80_out16_f16(M:MzQ2QQZU2z*z*zz*b*RZreasonOperatorKernelvalue31kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: true }outputElements1656input0Elements1840input1Elements46input2Elements1702invocations1uniformInvocationstruearguments[0, 1, 23]VH bJ7Qwoperation.6exchange :2"b!reasonLayoutRearrangementvalue130invocations1\$$HHll  D  11UUyy  --QQuugXiss8AhA]]GnGnQpQp}q}qrLrs|sH!",#\$%3 &3  @' @\1\ݚ3ݚ!l3!'D4'>t5>x>xAdBC!HE!3F3GH4I4IhKIUcLUcxNxNPͺQͺwSw TT>FFNNVV^^ffnnvx  $$,,44<<DDLLTT\\ddlltt||  $$,,44<<DDLLTT\\``ddhhllppttxx||  ((0088@@HHPPXX``ddhhllppttx b)operation.6rearrange_row_major_to_amp_f16_o2_r0_p64_c48_p48_b64x16,U:U]2]]Zaz*z*j" * 1b55=*=RAreasonLayoutRearrangementvalue34kernelSpecRearrange { from: Layout { order: RowMajor, tiling: TensorTiling { tile_count: 1, replicas: 1, axes: [] }, memory_class: Ipu21Standard }, to: Layout { order: BlockMajor(Matrix { row_block: 64, column_block: 16 }), tiling: TensorTiling { tile_count: 48, replicas: 1, axes: [AxisTiling { axis: FromStart(0), partitions: 2, padding_groups: 1, block_size: 1, padding_multiple: 1, shard_padding_multiple: 1, padding: Reject, tile_stride: Some(1) }, AxisTiling { axis: FromStart(1), partitions: 12, padding_groups: 1, block_size: 64, padding_multiple: 64, shard_padding_multiple: 1, padding: Zero, tile_stride: Some(4) }, AxisTiling { axis: FromStart(2), partitions: 2, padding_groups: 1, block_size: 16, padding_multiple: 16, shard_padding_multiple: 1, padding: Zero, tile_stride: Some(2) }] }, memory_class: Ipu21Standard } }outputElements1200input0Elements1200usefulCycles600physicalWorkCycles1536workEstimateBasisdense copy baseline: 8-byte load + store / 2 issue slotsinvocations1uniformInvocationstruearguments[25, 64, 2, 48, 48, 1]j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     a  a a aa b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue37kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[] b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue38kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0] b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue41kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[] b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM2}z*z*zb*RZreasonOperatorKernelvalue42kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: true, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[1, 0, 23]j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     a  a a aa b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue45kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]  b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue46kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0]!! b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue49kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]"" b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM:}z*z*zb*RZreasonOperatorKernelvalue50kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[0, 0, 23]# j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     a  a a aa$$ b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue53kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]%% b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue54kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0]&& b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue57kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]'' b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM:}z*z*zb*RZreasonOperatorKernelvalue58kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[0, 0, 23]( j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     a  a a aa)) b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue61kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]** b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue62kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0]++ b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue65kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[],, b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM:}z*z*zb*RZreasonOperatorKernelvalue66kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[0, 0, 23]- j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     a  a a aa.. b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue69kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]// b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue70kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0]00 b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue73kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]11 b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM:}z*z*zb*RZreasonOperatorKernelvalue74kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[0, 0, 23]2 j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     a  a a aa33 b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue77kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]44 b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue78kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0]55 b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue81kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]66 b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM:}z*z*zb*RZreasonOperatorKernelvalue82kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[0, 0, 23]7 j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     a  a a aa88 b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue85kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]99 b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue86kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0]:: b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue89kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[];; b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM:}z*z*zb*RZreasonOperatorKernelvalue90kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[0, 0, 23]<j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     a  a a aa== b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue93kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]>> b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue94kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0]?? b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue97kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]@@ b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM:}z*z*zb*RZreasonOperatorKernelvalue98kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[0, 0, 23]Aj bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     a  a a aaBB b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2a"aZez*z*z*j**b*RreasonOperatorKernelvalue101kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]CC b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2Y"YZ]z*z*j**zb*RbreasonOperatorKernelvalue102kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0]DD b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2a"aZez*z*z*j**b*RreasonOperatorKernelvalue105kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]EE b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2I"IZM:}z*z*zb*RZreasonOperatorKernelvalue106kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[0, 0, 23]Fj bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     a  a a aaGG b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2a"aZez*z*z*j**b*RreasonOperatorKernelvalue109kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]HH b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2Y"YZ]z*z*j**zb*RbreasonOperatorKernelvalue110kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0]II b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2a"aZez*z*z*j**b*RreasonOperatorKernelvalue113kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]JJ b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2I"IZM:}z*z*zb*RZreasonOperatorKernelvalue114kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[0, 0, 23]Kj bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( a a a     a  a a aaLL b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2a"aZez*z*z*j**b*RreasonOperatorKernelvalue117kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]MM b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2Y"YZ]z*z*j**zb*RbreasonOperatorKernelvalue118kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0]NN b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2a"aZez*z*z*j**b*RreasonOperatorKernelvalue121kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]OO b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2I"IZM:}z*z*zb*RZreasonOperatorKernelvalue122kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[0, 0, 23]Pv bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1<  a  a  a       e  e e iiQQ b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2a"aZez*z*z*jB*b*RreasonOperatorKernelvalue125kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements2000usefulCycles646.875physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]RR b!Uoperation.6attention_softmax_d72_p64_tail_f16,U:UzY2Y"YZ]z*z*j**zb*RbreasonOperatorKernelvalue126kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 25, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles1260physicalWorkCycles1332workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 25, 0]SS b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2a"aZez*z*z*jB*b*RreasonOperatorKernelvalue129kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements2000usefulCycles646.875physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]TT b!operation.6attention_merge_v72_p80_out16_f16(M:MzQ2QQZU2z*z*zz*b*RZreasonOperatorKernelvalue31kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: true }outputElements1656input0Elements1840input1Elements46input2Elements1702invocations1uniformInvocationstruearguments[0, 1, 23]UH bJ7Qwoperation.6exchange :2"b!reasonLayoutRearrangementvalue130invocations1\e==aa99]]&JJnnw\iss@ApA]]GnGnQpQp}q$}qrTrssݭݭP!"4#d$%3 &3 D'D`1`ݚ3ݚ!t3!͞L4͞}$5}A5A;i =;i?@  B 'xC'9D9FF4,H4III[cK[cx0LxLLNӺOӺ}0Q}PRRlT+U+EPWE[pX[pYpZ[p]'^''4_'`9b9'c'I=dI=IRTeIR=jf=j[8h[ikjkktkk_l_}Xn}' o' p4q4L sLaxtaI{uI{ww,yzk|k0}}.L.CC]0]rPr՜՜x broperation.0fill_zero_u64(M:MU2UUZYuzy*yj}}rb*RBreasonLayoutRearrangementvalue4kernelSpecFillZero { offset: 9216, bytes: 2304, padding_only: true }outputElements4608usefulCycles0physicalWorkCycles0workEstimateBasispadding initialization: no useful tensor workinvocations1uniformInvocationstruearguments[48, 0] broperation.0fill_zero_u64(M:MU2UUZYuzy*yj}}rb*RBreasonLayoutRearrangementvalue7kernelSpecFillZero { offset: 2048, bytes: 512, padding_only: true }outputElements3072usefulCycles0physicalWorkCycles0workEstimateBasispadding initialization: no useful tensor workinvocations1uniformInvocationstruearguments[10, 4] broperation.0fill_zero_u64(M:MU2UUZYuzy*yj}}rb*RBreasonLayoutRearrangementvalue7kernelSpecFillZero { offset: 4608, bytes: 512, padding_only: true }outputElements3072usefulCycles0physicalWorkCycles0workEstimateBasispadding initialization: no useful tensor workinvocations1uniformInvocationstruearguments[10, 4] broperation.0fill_zero_u64(M:MU2UUZYuzy*yj}}rb*RBreasonLayoutRearrangementvalue7kernelSpecFillZero { offset: 7168, bytes: 512, padding_only: true }outputElements3072usefulCycles0physicalWorkCycles0workEstimateBasispadding initialization: no useful tensor workinvocations1uniformInvocationstruearguments[10, 4] bJ'Aoperation.0exchange : breasonLayoutRearrangementinvocations1ckkst||  $$,,44<<DDLLTT\\ddlltu}}  %%--55==EEMMUU]]eemmuu}}  %%--55==EEMMUU]]eemmuu}}  %%--55==EEMQYYaaiiqqyy  !!))1199AAIIQQYYaaiiqqyy  !!))1199AAIIQQYYaaiiqqyy  !!))1199AAIIQQYYaaiiqqyy  !!))1199AAIIQQYYaaiiqqyy       ! ! ) ) 1 1 9 9 A A I I Q Q Y Y a a i  {   { {  { {  { b)aoperation.0gemm_f16_init_small_rows_interleaved_k80_c48_r72_r740]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue8kernelSpecGemm { multiply: F16, accumulate: F16, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 48 }outputElements3456input0Elements4608input1Elements3072usefulCycles3456physicalWorkCycles4320workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]( bJ7Moperation.0exchange :z2breasonOperatorInputsvalue6invocations1  broperation.1fill_zero_u64(M:MU2UUZYuzy*yj}}rb*RBreasonLayoutRearrangementvalue10kernelSpecFillZero { offset: 9216, bytes: 2304, padding_only: true }outputElements4608usefulCycles0physicalWorkCycles0workEstimateBasispadding initialization: no useful tensor workinvocations1uniformInvocationstruearguments[48, 0] broperation.1fill_zero_u64(M:MU2UUZYuzy*yj}}rb*RBreasonLayoutRearrangementvalue13kernelSpecFillZero { offset: 2048, bytes: 512, padding_only: true }outputElements3072usefulCycles0physicalWorkCycles0workEstimateBasispadding initialization: no useful tensor workinvocations1uniformInvocationstruearguments[10, 4]  broperation.1fill_zero_u64(M:MU2UUZYuzy*yj}}rb*RBreasonLayoutRearrangementvalue13kernelSpecFillZero { offset: 4608, bytes: 512, padding_only: true }outputElements3072usefulCycles0physicalWorkCycles0workEstimateBasispadding initialization: no useful tensor workinvocations1uniformInvocationstruearguments[10, 4]  broperation.1fill_zero_u64(M:MU2UUZYuzy*yj}}rb*RBreasonLayoutRearrangementvalue13kernelSpecFillZero { offset: 7168, bytes: 512, padding_only: true }outputElements3072usefulCycles0physicalWorkCycles0workEstimateBasispadding initialization: no useful tensor workinvocations1uniformInvocationstruearguments[10, 4] 8( J'=exchange : breasonLayoutRearrangementinvocations1   ' ' / / 7 7 ? ? G G O O W W _ _ g g o o w w                           ' ' / / 7 7 ? ? G G O O W W _ _ g g o o w w                           ' ' / / 7 7 ? ? G G O O W W _ _ g g o o w w                           ' ' / / 7 7 ? ? G G O O W W _ _ g g o o w w                 w''//77??GGOOWW__ggooww''//77??GGOOWW__ggooww''//77??GGOOWW__ggooww''//77??GGOOWW__ggooww''//77??GGOOWW__ggooww \ \\ \ \ \\ \ \ \\  \  b)aoperation.1gemm_f16_init_small_rows_interleaved_k80_c48_r72_r740]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue14kernelSpecGemm { multiply: F16, accumulate: F16, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 48 }outputElements3456input0Elements4608input1Elements3072usefulCycles3456physicalWorkCycles4320workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[] ( bJ7Moperation.1exchange :z2breasonOperatorInputsvalue12invocations1  broperation.2fill_zero_u64(M:MU2UUZYuzy*yj}}rb*RBreasonLayoutRearrangementvalue16kernelSpecFillZero { offset: 9216, bytes: 2304, padding_only: true }outputElements4608usefulCycles0physicalWorkCycles0workEstimateBasispadding initialization: no useful tensor workinvocations1uniformInvocationstruearguments[48, 0] broperation.2fill_zero_u64(M:MU2UUZYuzy*yj}}rb*RBreasonLayoutRearrangementvalue19kernelSpecFillZero { offset: 2048, bytes: 512, padding_only: true }outputElements3072usefulCycles0physicalWorkCycles0workEstimateBasispadding initialization: no useful tensor workinvocations1uniformInvocationstruearguments[10, 4] broperation.2fill_zero_u64(M:MU2UUZYuzy*yj}}rb*RBreasonLayoutRearrangementvalue19kernelSpecFillZero { offset: 4608, bytes: 512, padding_only: true }outputElements3072usefulCycles0physicalWorkCycles0workEstimateBasispadding initialization: no useful tensor workinvocations1uniformInvocationstruearguments[10, 4] broperation.2fill_zero_u64(M:MU2UUZYuzy*yj}}rb*RBreasonLayoutRearrangementvalue19kernelSpecFillZero { offset: 7168, bytes: 512, padding_only: true }outputElements3072usefulCycles0physicalWorkCycles0workEstimateBasispadding initialization: no useful tensor workinvocations1uniformInvocationstruearguments[10, 4] * J'=exchange : breasonLayoutRearrangementinvocations1   ' ' / / 7 7 ? ? G G O O W W _ _ g g o o w w                           ' ' / / 7 7 ? ? G G O O W W _ _ g g o o w w                           ' ' / / 7 7 ? ? G G O O W W _ _ g g o o w w                           ' ' / / 7 7 ? ? G G O O W W _ _ g g o o w w                 w''//77??GGOOWW__ggooww''//77??GGOOWW__ggooww''//77??GGOOWW__ggooww''//77??GGOOWW__ggooww''//77??GGOOWW__ggooww q  q q  q  q  ! !q" b)aoperation.2gemm_f16_init_small_rows_interleaved_k80_c48_r72_r740]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue20kernelSpecGemm { multiply: F16, accumulate: F16, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 48 }outputElements3456input0Elements4608input1Elements3072usefulCycles3456physicalWorkCycles4320workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]( bJ7Moperation.2exchange :z2breasonOperatorInputsvalue18invocations1  brwoperation.6fill_zero_u645:5=2==ZA]za*abeem*mRqBreasonLayoutRearrangementvalue32kernelSpecFillZero { offset: 2960, bytes: 720, padding_only: false }outputElements1840invocations1uniformInvocationstruearguments[15, 0] brwoperation.6fill_zero_u645:5=2==ZA]za"abeem*mRqBreasonLayoutRearrangementvalue33kernelSpecFillZero { offset: 528, bytes: 3568, padding_only: false }outputElements800invocations1uniformInvocationstruearguments[74, 2] brwoperation.6fill_zero_u645:5=2==ZA]za"abeem*mRqBreasonLayoutRearrangementvalue34kernelSpecFillZero { offset: 48, bytes: 1552, padding_only: false }outputElements800invocations1uniformInvocationstruearguments[32, 2] bJ'Aw operation.6exchange : breasonLayoutRearrangementinvocations1\    !!%%--1199==EEIIQQUU]]aaiimmuuyy$,,44<=EEMMUU]]eemmuu}}''//3377;;??CCGGKKOOS&&..66>>FFNNVV^^ffnnvv~~""&&**..2266::>>BZbbjjrrzz  ""**22::BBJJRRZZbbjjrrzz  ""&&**..2266::>>BBFFJJNNR b)operation.6rearrange_row_major_to_amp_f16_o2_r0_p64_c32_p32_b64x16,U:U]2]]Zaz"z"j" * 1b55=*=RAreasonLayoutRearrangementvalue34kernelSpecRearrange { from: Layout { order: RowMajor, tiling: TensorTiling { tile_count: 1, replicas: 1, axes: [] }, memory_class: Ipu21Standard }, to: Layout { order: BlockMajor(Matrix { row_block: 64, column_block: 16 }), tiling: TensorTiling { tile_count: 48, replicas: 1, axes: [AxisTiling { axis: FromStart(0), partitions: 2, padding_groups: 1, block_size: 1, padding_multiple: 1, shard_padding_multiple: 1, padding: Reject, tile_stride: Some(1) }, AxisTiling { axis: FromStart(1), partitions: 12, padding_groups: 1, block_size: 64, padding_multiple: 64, shard_padding_multiple: 1, padding: Zero, tile_stride: Some(4) }, AxisTiling { axis: FromStart(2), partitions: 2, padding_groups: 1, block_size: 16, padding_multiple: 16, shard_padding_multiple: 1, padding: Zero, tile_stride: Some(2) }] }, memory_class: Ipu21Standard } }outputElements800input0Elements800usefulCycles400physicalWorkCycles1024workEstimateBasisdense copy baseline: 8-byte load + store / 2 issue slotsinvocations1uniformInvocationstruearguments[25, 64, 2, 32, 32, 1]j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( c c c     c  c c cc b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue37kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[] b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue38kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0] b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue41kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[] b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM2}z*z*zb*RZreasonOperatorKernelvalue42kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: true, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[1, 0, 23]j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( c c c     c  c c cc  b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue45kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]!! b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue46kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0]"" b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue49kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]## b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM:}z*z*zb*RZreasonOperatorKernelvalue50kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[0, 0, 23]$ j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( c c c     c  c c cc%% b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue53kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]&& b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue54kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0]'' b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue57kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[](( b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM:}z*z*zb*RZreasonOperatorKernelvalue58kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[0, 0, 23]) j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( c c c     c  c c cc** b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue61kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]++ b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue62kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0],, b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue65kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]-- b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM:}z*z*zb*RZreasonOperatorKernelvalue66kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[0, 0, 23]. j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( c c c     c  c c cc// b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue69kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]00 b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue70kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0]11 b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue73kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]22 b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM:}z*z*zb*RZreasonOperatorKernelvalue74kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[0, 0, 23]3 j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( c c c     c  c c cc44 b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue77kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]55 b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue78kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0]66 b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue81kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]77 b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM:}z*z*zb*RZreasonOperatorKernelvalue82kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[0, 0, 23]8 j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( c c c     c  c c cc99 b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue85kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]:: b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue86kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0];; b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue89kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]<< b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM:}z*z*zb*RZreasonOperatorKernelvalue90kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[0, 0, 23]=j bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( c c c     c  c c cc>> b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue93kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]?? b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2YYZ]z*z*j**zb*RbreasonOperatorKernelvalue94kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0]@@ b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2aaZez*z*z*j**b*RreasonOperatorKernelvalue97kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]AA b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2IIZM:}z*z*zb*RZreasonOperatorKernelvalue98kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[0, 0, 23]Bj bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( c c c     c  c c ccCC b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2a"aZez*z*z*j**b*RreasonOperatorKernelvalue101kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]DD b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2Y"YZ]z*z*j**zb*RbreasonOperatorKernelvalue102kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0]EE b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2a"aZez*z*z*j**b*RreasonOperatorKernelvalue105kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]FF b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2I"IZM:}z*z*zb*RZreasonOperatorKernelvalue106kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[0, 0, 23]Gj bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( c c c     c  c c ccHH b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2a"aZez*z*z*j**b*RreasonOperatorKernelvalue109kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]II b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2Y"YZ]z*z*j**zb*RbreasonOperatorKernelvalue110kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0]JJ b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2a"aZez*z*z*j**b*RreasonOperatorKernelvalue113kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]KK b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2I"IZM:}z*z*zb*RZreasonOperatorKernelvalue114kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[0, 0, 23]Lj bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1( c c c     c  c c ccMM b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2a"aZez*z*z*j**b*RreasonOperatorKernelvalue117kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]NN b!Uoperation.6attention_softmax_d72_p64_full_f16,U:UzY2Y"YZ]z*z*j**zb*RbreasonOperatorKernelvalue118kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 64, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles2178physicalWorkCycles2178workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 64, 0]OO b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2a"aZez*z*z*j**b*RreasonOperatorKernelvalue121kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements5120usefulCycles1656physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]PP b! operation.6attention_merge_v72_p80_out32_f16$E:EzI2I"IZM:}z*z*zb*RZreasonOperatorKernelvalue122kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: false }outputElements1702input0Elements1840input1Elements46invocations1uniformInvocationstruearguments[0, 0, 23]Qv bJ'=operation.6exchange : zbreasonOperatorInputsinvocations1< c c c         g  g g "" ggRR b)aoperation.6gemm_f16_init_large_rows_interleaved_k80_c64_r22_r230]:]za2a"aZez*z*z*jB*b*RreasonOperatorKernelvalue125kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 64 }outputElements1472input0Elements1840input1Elements2000usefulCycles646.875physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]SS b!Uoperation.6attention_softmax_d72_p64_tail_f16,U:UzY2Y"YZ]z*z*j**zb*RbreasonOperatorKernelvalue126kernelSpecAttentionSoftmax { head_dimension: 72, key_columns: 25, padded_key_columns: 64 }outputElements1472input0Elements1472usefulCycles1260physicalWorkCycles1332workEstimateBasissoftmax: arithmetic/conversion issue slots, excluding loads and row addressinginvocations1uniformInvocationstruearguments[23, 25, 0]TT b)aoperation.6gemm_f16_init_large_rows_interleaved_k64_c80_r22_r230]:]za2a"aZez*z*z*jB*b*RreasonOperatorKernelvalue129kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 64, output_columns: 80 }outputElements1840input0Elements1472input1Elements2000usefulCycles646.875physicalWorkCycles1840workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]UU b!operation.6attention_merge_v72_p80_out16_f16(M:MzQ2QQZU2z*z*zz*b*RZreasonOperatorKernelvalue31kernelSpecAttentionMerge { value_dimension: 72, padded_value_dimension: 80, initial: false, final_block: true }outputElements1656input0Elements1840input1Elements46input2Elements1702invocations1uniformInvocationstruearguments[0, 1, 23]VH bJ7Qwoperation.6exchange :2"b!reasonLayoutRearrangementvalue130invocations1\Dhh@@dd))MMqq%%IImmGPi..`` X_"_"WW+((+(d55WdWdyyFTF((# D# E|E|gg^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 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b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GP!.!.``   1X1q"q"ii=((=(dGGididFTFϷϷ((5 D5 W|W|yy^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GP!.!.``   1X1q"q"ii=((=(dGGididFTFϷϷ((5 D5 W|W|yy^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GP!.!.``   1X1q"q"ii=((=(dGGididFTFϷϷ((5 D5 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b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GP-.-.`` =X=}"}"uuI((I(ɉdɉSSududFTF۷۷((A DA c|c|^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GP-.-.`` =X=}"}"uuI((I(ɉdɉSSududFTF۷۷((A DA c|c|^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GP-.-.`` =X=}"}"uuI((I(ɉdɉSSududFTF۷۷((A DA c|c|^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GP-.-.`` 7X7w"w"ooC((C(ÉdÉMMododFTFշշ((; D; ]|]|^^ 4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GP-.-.`` 7X7w"w"ooC((C(ÉdÉMMododFTFշշ((; D; ]|]|^^ 4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  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b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GP-.-.`` 7X7w"w"ooC((C(ÉdÉMMododFTFշշ((; D; ]|]|^^ 4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GP'.'.`` 7X7w"w"ooC((C(ÉdÉMMododFTFշշ((; D; ]|]|^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GP'.'.`` 7X7w"w"ooC((C(ÉdÉMMododFTFշշ((; D; ]|]|^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GP'.'.`` 7X7w"w"ooC((C(ÉdÉMMododFTFշշ((; D; ]|]|^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GP'.'.`` 7X7w"w"ooC((C(ÉdÉMMododFTFշշ((; D; ]|]|^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GP!.!.``   1X1q"q"ii=((=(dGGididFTFϷϷ((5 D5 W|W|yy^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GP!.!.``   1X1q"q"ii=((=(dGGididFTFϷϷ((5 D5 W|W|yy^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GP!.!.``   1X1q"q"ii=((=(dGGididFTFϷϷ((5 D5 W|W|yy^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*'5operation.6idle : j2"reasonInactiveTilevalue130GP!.!.``   1X1q"q"ii=((=(dGGididFTFϷϷ((5 D5 W|W|yy^^4 b*%operation.0idle:jreasonInactiveTile b*'5operation.0idle : j2reasonInactiveTilevalue6 * !idle:jreasonInactiveTile b*'5operation.1idle : j2reasonInactiveTilevalue12 * !idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue18 b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile  b*%operation.6idle:jreasonInactiveTile b*%operation.6idle:jreasonInactiveTile 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