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"! j" 4" Q" Bo" " ҩ" " !b" "# ## $:<# %Y# &v# '# (Z# )# *# +2 $ ,z&$ -C$ . a$ /R~$ 0$ 1$ 2*$ 3r$ 4% 5.% 6JK% 7h% 8څ% 9"% :j% ;% <% =B& >5& ?R& @p& A*' B2H' C( D!( EB?( F\( Gy( H( Ib( J( K( L: ) M)) NF) Od) PZ) Q) R) S2) Tz) U* V 1* WRN* Xk* Y* Z** [r* \* ]* ^J+ _8+ `U+ a"s+ bj+ c+ d+ eB+ f, g", h@, ib], jz, k, l:, m, n, o - pZ*- qG- rd- s2- tz- u¼- v - wR- x. y1. z*O. {rl. |. }. ~J. . . j/ ,0 :0 JR1 o1 ڌ1 "1 j1 1 2 B2 <2 Y2 w2 b2 2 2 :2  3 &3 D3 Za3 ~3 3 23 z3 3  4 R.4 K4 h4 *4 r4 4 4 J4 5 55 "S5 jp5 5 5 B5 5 6  6 b=6 Z6 w6 :6 6 6 6 Z 7 '7 D7 2b7 z7 œ7  7 R7 7 8 */8 8 B^9 : : :: : : ; Z; ;; X; 2v; z; °;  ; R; < %< *C< r`< }< < J< < < "= j-= J= g= B= = ҿ= = b= > 4> :R> o> ʌ> > Z> > ? 2? zzmJ ?ŠJ @ J AcK B K CL DM EB!M F>M G[M HyM IbM JM KM L:M M N*! Or> P[ Qy RJ S T U" Vj  W( XE YBc Z [ҝ \ ]b ^ _ `:0 aM bj c dZ e f g2 hz i7 j U kRr l m n* or p q" rJ? s\ ty u" vj w x yB  z) {F |d }b ~  : z  * 0 N Zk   2 z    R8 U r * r   J " ? 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B. . / // bL/ i/ / :/ / / / Z0 60 S0 2q0 z0 «0  0 R0 1  1 *>1 r[1 x1 1 J1 1 1 " 2 j(2 E2 b2 B2 2 Һ2 2 b2 3 /3 :M3 j3 ʇ3 3 Z3 3 3 24 z74 T4  r4 R4 4 boperation.1copy_strided_u64w5:5R929929"9B9z]baai*iRmreasonLocalCopyvalue63bytes128patternStrided { rows: 4, row_bytes: 32, source_stride: 32, destination_stride: 288 }invocations1uniformInvocationstruearguments[4, 4, 32, 288] n bJ'Aoperation.1exchange : breasonLayoutRearrangementinvocations1""((..2266:FJJNNRRVVZ[afjjnnrrvv||  ""&&**..2266::>>BBFFJJN  bwoperation.1static_copy_u325:5R9299299B9Z=bAAI*IRM"reasonLocalCopyvalue63bytes24patternContiguousinvocations1uniformInvocationstruearguments[6]  bBoperation.1add_f160]:]za2aaZe"eziizmmzqqjuu}}b*RjreasonOperatorKernelvalue63kernelSpecAddoutputElements12input0Elements12input1Elements12usefulCycles3physicalWorkCycles3workEstimateBasisvector add issue slotsinvocations1uniformInvocationstruearguments[12, 12, 12]  bJ'Aoperation.2exchange : breasonLayoutRearrangementinvocations1  bwoperation.2static_copy_u325:5R9299299B9Z=bAAI*IRM"reasonLocalCopyvalue67bytes24patternContiguousinvocations1uniformInvocationstruearguments[6] bBoperation.2add_f160]:]za2aaZe"eziizmmzqqjuu}}b*RjreasonOperatorKernelvalue67kernelSpecAddoutputElements12input0Elements12input1Elements12usefulCycles3physicalWorkCycles3workEstimateBasisvector add issue slotsinvocations1uniformInvocationstruearguments[12, 12, 12]T bJ7Qoperation.2exchange :2b!reasonLayoutRearrangementvalue68invocations15;;AAGGMMSSYY__eekkqqww}}  ##''++//3377;;??CCGGKKO jwoperation.24static_copy_u325:5R929"9299B9Z=bAAI*IRM"reasonLocalCopyvalue178bytes24patternContiguousinvocations1uniformInvocationstruearguments[6] bJ'Aoperation.3exchange : breasonLayoutRearrangementinvocations1DASSeq%%77II[[mm bJwoperation.3copy_u645:5R9299299B9Z=bAAI*IRM:reasonLocalCopyvalue86bytes72patternContiguousinvocations1uniformInvocationstruearguments[1, 3] b%operation.3layer_norm_moments,U:UzY2YYZ]eziizmmjqqyyBb*RBreasonOperatorKernelvalue86kernelSpecLayerNormMomentsoutputElements2input0Elements36usefulCycles72physicalWorkCycles72workEstimateBasislayernorm: FP32 sum and centered squares, including vector accumulationinvocations1uniformInvocationstruearguments[1, 36]Q bJ7MWoperation.3exchange :z2breasonOperatorInputsvalue87invocations1!799;;==? b]operation.3layer_norm_apply8m:mzq2qqZuzzzzzjzb*RZreasonOperatorKernelvalue85kernelSpecLayerNormApply { parts: 4 }outputElements36input0Elements36input1Elements36input2Elements36input3Elements8usefulCycles54physicalWorkCycles54workEstimateBasislayernorm: normalization and affine arithmeticinvocations1uniformInvocationstruearguments[1, 36, 4] s bJ7Qoperation.4exchange :2b!reasonLayoutRearrangementvalue89invocations147IOax  11==OOaam bb-operation.4cast_f16_f8,U:UrY2YYZ]uzy"yz}"}jb*RreasonPrecisionCastvalue90kernelSpecCast { from: F16, to: F8F143 { scale_exponent: -4 } }outputElements384input0Elements384usefulCycles48physicalWorkCycles48workEstimateBasisone vector conversion / 8 elementsinvocations1uniformInvocationstruearguments[384, 0, 4294967292, 4, 96, 96]  b*7Ioperation.4sync :2breasonExchangeBarriervalue91invocations1 bJwoperation.4copy_u645:5R929929*9B9Z=bAAI*IRMBreasonLocalCopyvalue93bytes1536patternContiguousinvocations1uniformInvocationstruearguments[32, 0]  b)qoperation.4gemm_f8_init_small_rows_interleaved_k96_c16_r4_r40]:]za2aaZezzz"z*jb*RjreasonOperatorKernelvalue93kernelSpecGemm { multiply: F8F143 { scale_exponent: -4 }, accumulate: F16, mode: Initialize, weights: Interleaved, inner_block: 96, output_columns: 16 }outputElements64input0Elements384input1Elements1536usefulCycles48physicalWorkCycles48workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[4294967288]  bJ7M'operation.4exchange :z2breasonOperatorInputsvalue92invocations1  bz)operation.4reduce_sum_f160]:]za2aaZeqzuuzyyz}}j b*RBreasonOperatorKernelvalue92kernelSpecReductionSum { partials: 2 }outputElements32input0Elements32input1Elements32usefulCycles8physicalWorkCycles8workEstimateBasisvector reduction add issue slotsinvocations1uniformInvocationstruearguments[1, 32]  bJ7Qoperation.4exchange :2b!reasonLayoutRearrangementvalue94invocations15==EEMMUU]]eemmuu}}  %%--55==EEMMUU]]eemmuu}}  %%--55==EEMMUU]]eemmuu}}  %%--55==EEMMUU]]eemmuu}}  bwoperation.5copy_strided_u645:5R9299299B9z]baai*iRmreasonLocalCopyvalue97bytes64patternStrided { rows: 2, row_bytes: 32, source_stride: 32, destination_stride: 864 }invocations1uniformInvocationstruearguments[4, 2, 32, 864]  bJ'Aoperation.5exchange : breasonLayoutRearrangementinvocations1[iq  ##//;;IIWWeess!!//==KKYYgguu##11??MM[[iiww  bJwoperation.5copy_u645:5R9299299B9Z=bAAI*IRM:reasonLocalCopyvalue97bytes56patternContiguousinvocations1uniformInvocationstruearguments[1, 1]! bBoperation.5add_f160]:]za2aaZe"eziizmmzqqjuu}}b*RjreasonOperatorKernelvalue97kernelSpecAddoutputElements28input0Elements28input1Elements28usefulCycles7physicalWorkCycles7workEstimateBasisvector add issue slotsinvocations1uniformInvocationstruearguments[28, 28, 28]" bJ7Qoperation.5exchange :2b!reasonLayoutRearrangementvalue98invocations15CCQQ__mm{{  ))77EESSaaoo}}++99GGUUccqq--;;IIWWccoo{{# jJwoperation.12copy_u645:5R929"9299B9Z=bAAI*IRM:reasonLocalCopyvalue115bytes56patternContiguousinvocations1uniformInvocationstruearguments[1, 1]$ jJwoperation.12copy_u645:5R929"929"9B9Z=bAAI*IRM:reasonLocalCopyvalue115bytes288patternContiguousinvocations12uniformInvocationstruearguments[6, 0]% jroperation.12fill_zero_u64(M:MU2U"UZYuzy"yj}}rb*RBreasonLayoutRearrangementvalue115kernelSpecFillZero { offset: 128, bytes: 3968, padding_only: true }outputElements128usefulCycles0physicalWorkCycles0workEstimateBasispadding initialization: no useful tensor workinvocations1uniformInvocationstruearguments[82, 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}outputElements128input0Elements128usefulCycles64physicalWorkCycles1024workEstimateBasisdense copy baseline: 8-byte load + store / 2 issue slotsinvocations1uniformInvocationstruearguments[4, 64, 2, 32, 32, 1],' jrwoperation.12fill_zero_u645:5z929"9Z=Yz]"]baai*iRmBreasonOperatorInputsvalue118kernelSpecFillZero { offset: 2064, bytes: 496, padding_only: false }outputElements288invocations1uniformInvocationstruearguments[10, 2]- jJ7MGoperation.12exchange :z2"breasonOperatorInputsvalue118invocations1P##;;;;;??CCGGKKOOSUYY]^bbffjjnostxx|.) j)aoperation.12gemm_f16_init_small_rows_interleaved_k80_c16_r1_r10]:]za2a"aZezzz"j"b*RreasonOperatorKernelvalue119kernelSpecGemm { multiply: F16, accumulate: F32, mode: Initialize, weights: Interleaved, inner_block: 80, output_columns: 16 }outputElements4input0Elements80input1Elements288usefulCycles4.5physicalWorkCycles20workEstimateBasisAMP FLOPs / IPU21 peakinvocations1uniformInvocationstruearguments[]/* 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H i ii i, x # #  b*'5operation.0idle : j2reasonInactiveTilevalue55 b*'5operation.0idle : j2reasonInactiveTilevalue57 b*'5operation.0idle : j2reasonInactiveTilevalue58 b*'5operation.0idle : j2reasonInactiveTilevalue60 b*%operation.1idle:jreasonInactiveTile b*%operation.2idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue68 j*'5operation.24idle : j2"reasonInactiveTilevalue178+ j*%operation.25idle:jreasonInactiveTile , j*'5operation.25idle : j2"reasonInactiveTilevalue184 - j*'5operation.26idle : j2"reasonInactiveTilevalue186 . j*'5operation.26idle : j2"reasonInactiveTilevalue188 / j*'5operation.26idle : j2"reasonInactiveTilevalue189 0 j*'5operation.26idle : j2"reasonInactiveTilevalue1911 j*%operation.27idle:jreasonInactiveTile2 * !idle:jreasonInactiveTile3 j*'5operation.28idle : j2"reasonInactiveTilevalue1984 j*'5operation.28idle : j2"reasonInactiveTilevalue1995 j*'5operation.28idle : j2"reasonInactiveTilevalue2016 j*%operation.29idle:jreasonInactiveTile7 * !idle:jreasonInactiveTile8 j*%operation.35idle:jreasonInactiveTile9 j*'5operation.35idle : j2"reasonInactiveTilevalue228: j*'5operation.37idle : j2"reasonInactiveTilevalue230; j*'5operation.37idle : j2"reasonInactiveTilevalue232< j*'5operation.37idle : j2"reasonInactiveTilevalue233= j*'5operation.37idle : j2"reasonInactiveTilevalue235> j*%operation.38idle:jreasonInactiveTile? j*'5operation.38idle : j2"reasonInactiveTilevalue239@ j*%operation.39idle:jreasonInactiveTileA j*'5operation.39idle : j2"reasonInactiveTilevalue245B j*'5operation.40idle : j2"reasonInactiveTilevalue247 C j*'5operation.40idle : j2"reasonInactiveTilevalue249!D j*'5operation.40idle : j2"reasonInactiveTilevalue250"E j*'5operation.40idle : j2"reasonInactiveTilevalue252#F j*%operation.41idle:jreasonInactiveTile$G j*'5operation.43idle : j2"reasonInactiveTilevalue260%H j*'5operation.43idle : j2"reasonInactiveTilevalue262&I j*'5operation.43idle : j2"reasonInactiveTilevalue263'J j*'5operation.43idle : j2"reasonInactiveTilevalue265(K j*%operation.44idle:jreasonInactiveTile)L j*%operation.45idle:jreasonInactiveTile*M j*'5operation.45idle : j2"reasonInactiveTilevalue273 P ?1?199>4>[B[BqGqG]L]LDdMHM))-T-__sssPsii4  ;; T   {( {'t '     H  o oo o, x ) )  b*'5operation.0idle : j2reasonInactiveTilevalue55 b*'5operation.0idle : j2reasonInactiveTilevalue57 b*'5operation.0idle : j2reasonInactiveTilevalue58 b*'5operation.0idle : j2reasonInactiveTilevalue60 b*%operation.1idle:jreasonInactiveTile b*%operation.2idle:jreasonInactiveTile b*'5operation.2idle : j2reasonInactiveTilevalue68 j*'5operation.24idle : j2"reasonInactiveTilevalue178+ j*%operation.25idle:jreasonInactiveTile , j*'5operation.25idle : j2"reasonInactiveTilevalue184 - j*'5operation.26idle : j2"reasonInactiveTilevalue186 . j*'5operation.26idle : j2"reasonInactiveTilevalue188 / j*'5operation.26idle : j2"reasonInactiveTilevalue189 0 j*'5operation.26idle : j2"reasonInactiveTilevalue1911 j*%operation.27idle:jreasonInactiveTile2 * !idle:jreasonInactiveTile3 j*'5operation.28idle : j2"reasonInactiveTilevalue1984 j*'5operation.28idle : j2"reasonInactiveTilevalue1995 j*'5operation.28idle : j2"reasonInactiveTilevalue2016 j*%operation.29idle:jreasonInactiveTile7 * !idle:jreasonInactiveTile8 j*%operation.35idle:jreasonInactiveTile9 j*'5operation.35idle : j2"reasonInactiveTilevalue228: j*'5operation.37idle : j2"reasonInactiveTilevalue230; j*'5operation.37idle : j2"reasonInactiveTilevalue232< j*'5operation.37idle : j2"reasonInactiveTilevalue233= j*'5operation.37idle : j2"reasonInactiveTilevalue235> j*%operation.38idle:jreasonInactiveTile? 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