{ "clockHz": 1500000000, "tileCount": 1472, "sampleCount": 246792, "matchedSampleCount": 246792, "profileSpanCycles": 13291890, "profileSpanMs": 8.86126, "atOffset": null, "groups": [ { "name": "repeat-remainder", "dimensions": {}, "sampleCount": 1472, "tileCount": 1472, "phaseCount": 11, "phaseCycles": 12529884, "phaseMs": 8.353256, "workCycles": 18439570152, "averageActiveTiles": 1471.647315489912, "usefulCycles": 0.0, "estimatedWorkCycles": 0, "usefulUtilization": null, "workLaneOccupancy": null, "deviceUsefulUtilization": null, "meanCycles": 12526881.89673913, "p50Cycles": 12526884, "p95Cycles": 12526896, "maximumCycles": 12526920, "firstOffset": 542184, "lastOffset": 13072068 }, { "name": "sync", "dimensions": {}, "sampleCount": 26254, "tileCount": 1457, "phaseCount": 70, "phaseCycles": 603564, "phaseMs": 0.402376, "workCycles": 133977156, "averageActiveTiles": 221.97671829333757, "usefulCycles": 0.0, "estimatedWorkCycles": 0, "usefulUtilization": null, "workLaneOccupancy": null, "deviceUsefulUtilization": null, "meanCycles": 5103.114039765369, "p50Cycles": 2202, "p95Cycles": 19674, "maximumCycles": 38640, "firstOffset": 0, "lastOffset": 13291164 }, { "name": "exchange", "dimensions": {}, "sampleCount": 91506, "tileCount": 1472, "phaseCount": 80, "phaseCycles": 514674, "phaseMs": 0.343116, "workCycles": 535161768, "averageActiveTiles": 1039.8072721761737, "usefulCycles": 0.0, "estimatedWorkCycles": 0, "usefulUtilization": null, "workLaneOccupancy": null, "deviceUsefulUtilization": null, "meanCycles": 5848.378991541538, "p50Cycles": 4440, "p95Cycles": 14838, "maximumCycles": 31020, "firstOffset": 0, "lastOffset": 13291740 }, { "name": "copy_u64", "dimensions": {}, "sampleCount": 28987, "tileCount": 1472, "phaseCount": 235, "phaseCycles": 121854, "phaseMs": 0.081236, "workCycles": 23403648, "averageActiveTiles": 192.06302624452212, "usefulCycles": 0.0, "estimatedWorkCycles": 0, "usefulUtilization": null, "workLaneOccupancy": null, "deviceUsefulUtilization": null, "meanCycles": 807.3842757098009, "p50Cycles": 576, "p95Cycles": 1572, "maximumCycles": 10578, "firstOffset": 38994, "lastOffset": 13287924 }, { "name": "reduce_sum_f16", "dimensions": {}, "sampleCount": 10440, "tileCount": 1472, "phaseCount": 155, "phaseCycles": 63858, "phaseMs": 0.042572, "workCycles": 42663456, "averageActiveTiles": 668.0988443108146, "usefulCycles": 23746848.0, "estimatedWorkCycles": 42663456, "usefulUtilization": 0.5566086347997686, "workLaneOccupancy": 1.0, "deviceUsefulUtilization": 0.25262879459452836, "meanCycles": 4086.537931034483, "p50Cycles": 3690, "p95Cycles": 7218, "maximumCycles": 7218, "firstOffset": 39258, "lastOffset": 13287654 }, { "name": "cast_f16_f8", "dimensions": {}, "sampleCount": 11652, "tileCount": 1458, "phaseCount": 165, "phaseCycles": 63036, "phaseMs": 0.042024, "workCycles": 56437416, "averageActiveTiles": 895.3203883495146, "usefulCycles": 10457856.0, "estimatedWorkCycles": 56437416, "usefulUtilization": 0.18530004988180182, "workLaneOccupancy": 0.9751656629539366, "deviceUsefulUtilization": 0.11270578303081469, "meanCycles": 4843.581874356334, "p50Cycles": 4512, "p95Cycles": 9162, "maximumCycles": 9906, "firstOffset": 18306, "lastOffset": 13278276 }, { "name": "fill_zero_u64", "dimensions": {}, "sampleCount": 17964, "tileCount": 1472, "phaseCount": 113, "phaseCycles": 61950, "phaseMs": 0.0413, "workCycles": 6292224, "averageActiveTiles": 101.56939467312348, "usefulCycles": 0.0, "estimatedWorkCycles": 3543024, "usefulUtilization": 0.0, "workLaneOccupancy": null, "deviceUsefulUtilization": 0.0, "meanCycles": 350.2685370741483, "p50Cycles": 306, "p95Cycles": 606, "maximumCycles": 3150, "firstOffset": 28926, "lastOffset": 13278894 }, { "name": "copy_strided_u64", "dimensions": {}, "sampleCount": 4177, "tileCount": 1472, "phaseCount": 130, "phaseCycles": 52704, "phaseMs": 0.035136, "workCycles": 1816584, "averageActiveTiles": 34.46766848816029, "usefulCycles": 0.0, "estimatedWorkCycles": 0, "usefulUtilization": null, "workLaneOccupancy": null, "deviceUsefulUtilization": null, "meanCycles": 434.90160402202537, "p50Cycles": 420, "p95Cycles": 720, "maximumCycles": 5430, "firstOffset": 0, "lastOffset": 13284558 }, { "name": "attention_softmax_d72_p768_tail_f16", "dimensions": {}, "sampleCount": 1488, "tileCount": 1472, "phaseCount": 28, "phaseCycles": 32700, "phaseMs": 0.0218, "workCycles": 34993632, "averageActiveTiles": 1070.1416513761467, "usefulCycles": 15838080.0, "estimatedWorkCycles": 34993632, "usefulUtilization": 0.4525989185689556, "workLaneOccupancy": 0.9970588235294118, "deviceUsefulUtilization": 0.32903869166334265, "meanCycles": 23517.225806451614, "p50Cycles": 23706, "p95Cycles": 23706, "maximumCycles": 23706, "firstOffset": 202398, "lastOffset": 13211448 }, { "name": "gemm_f8_init_large_rows_interleaved_k192_c160_r80_r82", "dimensions": {}, "sampleCount": 780, "tileCount": 780, "phaseCount": 28, "phaseCycles": 30648, "phaseMs": 0.020432, "workCycles": 23797800, "averageActiveTiles": 776.4878621769773, "usefulCycles": 15350400.0, "estimatedWorkCycles": 23797800, "usefulUtilization": 0.6450344149459194, "workLaneOccupancy": 1.0, "deviceUsefulUtilization": 0.34025909911136837, "meanCycles": 30510.0, "p50Cycles": 30510, "p95Cycles": 30510, "maximumCycles": 30510, "firstOffset": 366474, "lastOffset": 397122 }, { "name": "layer_norm_f16", "dimensions": {}, "sampleCount": 2187, "tileCount": 729, "phaseCount": 37, "phaseCycles": 30432, "phaseMs": 0.020288, "workCycles": 20518434, "averageActiveTiles": 674.238761829653, "usefulCycles": 7243344.0, "estimatedWorkCycles": 20518434, "usefulUtilization": 0.35301641441057346, "workLaneOccupancy": 1.0, "deviceUsefulUtilization": 0.1616965694006309, "meanCycles": 9382.0, "p50Cycles": 9384, "p95Cycles": 9384, "maximumCycles": 9384, "firstOffset": 58038, "lastOffset": 13087170 }, { "name": "gemm_f8_init_small_rows_interleaved_k192_c160_r80_r82", "dimensions": {}, "sampleCount": 624, "tileCount": 624, "phaseCount": 21, "phaseCycles": 30066, "phaseMs": 0.020044, "workCycles": 18720000, "averageActiveTiles": 622.6302135302335, "usefulCycles": 11943360.0, "estimatedWorkCycles": 18720000, "usefulUtilization": 0.638, "workLaneOccupancy": 0.996875, "deviceUsefulUtilization": 0.26986282352737023, "meanCycles": 30000.0, "p50Cycles": 30000, "p95Cycles": 30000, "maximumCycles": 30000, "firstOffset": 366540, "lastOffset": 396606 }, { "name": "gemm_f8_init_large_rows_interleaved_k192_c144_r80_r82", "dimensions": {}, "sampleCount": 30, "tileCount": 30, "phaseCount": 11, "phaseCycles": 27624, "phaseMs": 0.018416, "workCycles": 824940, "averageActiveTiles": 29.863162467419635, "usefulCycles": 531360.0, "estimatedWorkCycles": 824940, "usefulUtilization": 0.6441195723325333, "workLaneOccupancy": 1.0, "deviceUsefulUtilization": 0.013067559400143543, "meanCycles": 27498.0, "p50Cycles": 27498, "p95Cycles": 27498, "maximumCycles": 27498, "firstOffset": 365712, "lastOffset": 393336 }, { "name": "gemm_f8_init_small_rows_interleaved_k192_c144_r80_r82", "dimensions": {}, "sampleCount": 24, "tileCount": 24, "phaseCount": 13, "phaseCycles": 27096, "phaseMs": 0.018064, "workCycles": 649008, "averageActiveTiles": 23.952170062001773, "usefulCycles": 413424.0, "estimatedWorkCycles": 649008, "usefulUtilization": 0.637009096960284, "workLaneOccupancy": 0.996875, "deviceUsefulUtilization": 0.010365319443909577, "meanCycles": 27042.0, "p50Cycles": 27042, "p95Cycles": 27042, "maximumCycles": 27042, "firstOffset": 365772, "lastOffset": 392868 }, { "name": "gemm_f8_init_large_rows_interleaved_k160_c128_r120_r122", "dimensions": {}, "sampleCount": 1215, "tileCount": 1215, "phaseCount": 32, "phaseCycles": 27024, "phaseMs": 0.018016, "workCycles": 32666490, "averageActiveTiles": 1208.795515097691, "usefulCycles": 23628960.0, "estimatedWorkCycles": 32666490, "usefulUtilization": 0.7233394221417728, "workLaneOccupancy": 0.9962962962962963, "deviceUsefulUtilization": 0.5940009846320179, "meanCycles": 26886.0, "p50Cycles": 26886, "p95Cycles": 26886, "maximumCycles": 26886, "firstOffset": 487686, "lastOffset": 514710 }, { "name": "gemm_f8_init_small_rows_interleaved_k160_c128_r120_r122", "dimensions": {}, "sampleCount": 243, "tileCount": 243, "phaseCount": 19, "phaseCycles": 26820, "phaseMs": 0.01788, "workCycles": 6508512, "averageActiveTiles": 242.67382550335572, "usefulCycles": 4609584.0, "estimatedWorkCycles": 6508512, "usefulUtilization": 0.7082393026240099, "workLaneOccupancy": 0.9879938271604938, "deviceUsefulUtilization": 0.11676028596440036, "meanCycles": 26784.0, "p50Cycles": 26784, "p95Cycles": 26784, "maximumCycles": 26784, "firstOffset": 487764, "lastOffset": 514584 }, { "name": "add_f16", "dimensions": {}, "sampleCount": 15364, "tileCount": 1472, "phaseCount": 213, "phaseCycles": 20850, "phaseMs": 0.0139, "workCycles": 20358648, "averageActiveTiles": 976.4339568345324, "usefulCycles": 3096104.0, "estimatedWorkCycles": 20358648, "usefulUtilization": 0.15207807512561738, "workLaneOccupancy": 1.0, "deviceUsefulUtilization": 0.10087920967573767, "meanCycles": 1325.0877375683415, "p50Cycles": 1074, "p95Cycles": 2658, "maximumCycles": 2658, "firstOffset": 45570, "lastOffset": 13290834 }, { "name": "gemm_f16_init_small_rows_interleaved_k96_c80_r91_r92", "dimensions": {}, "sampleCount": 896, "tileCount": 896, "phaseCount": 16, "phaseCycles": 20232, "phaseMs": 0.013488, "workCycles": 14859264, "averageActiveTiles": 734.4436536180308, "usefulCycles": 8358714.0, "estimatedWorkCycles": 14859264, "usefulUtilization": 0.5625254386758322, "workLaneOccupancy": 0.854296875, "deviceUsefulUtilization": 0.28066796089277424, "meanCycles": 16584.0, "p50Cycles": 16584, "p95Cycles": 16584, "maximumCycles": 16584, "firstOffset": 240060, "lastOffset": 260292 }, { "name": "gemm_f16_init_small_rows_interleaved_k80_c80_r91_r92", "dimensions": {}, "sampleCount": 224, "tileCount": 224, "phaseCount": 6, "phaseCycles": 20082, "phaseMs": 0.013388, "workCycles": 3116736, "averageActiveTiles": 155.20047804003585, "usefulCycles": 1834560.0, "estimatedWorkCycles": 3116736, "usefulUtilization": 0.5886157826649417, "workLaneOccupancy": 0.9, "deviceUsefulUtilization": 0.06206076824151414, "meanCycles": 13914.0, "p50Cycles": 13914, "p95Cycles": 13914, "maximumCycles": 13914, "firstOffset": 175830, "lastOffset": 195912 }, { "name": "rearrange_row_major_to_amp_f16_o0_r182_p182_c12_p64", "dimensions": {}, "sampleCount": 72, "tileCount": 72, "phaseCount": 1, "phaseCycles": 19980, "phaseMs": 0.01332, "workCycles": 1436400, "averageActiveTiles": 71.89189189189189, "usefulCycles": 78624.0, "estimatedWorkCycles": 1436400, "usefulUtilization": 0.05473684210526316, "workLaneOccupancy": 0.1875, "deviceUsefulUtilization": 0.002673325499412456, "meanCycles": 19950.0, "p50Cycles": 19950, "p95Cycles": 19950, "maximumCycles": 19950, "firstOffset": 3540, "lastOffset": 23520 }, { "name": "rearrange_row_major_to_amp_f16_o0_r184_p184_c12_p64", "dimensions": {}, "sampleCount": 36, "tileCount": 36, "phaseCount": 1, "phaseCycles": 19968, "phaseMs": 0.013312, "workCycles": 718200, "averageActiveTiles": 35.96754807692308, "usefulCycles": 39744.0, "estimatedWorkCycles": 718200, "usefulUtilization": 0.05533834586466165, "workLaneOccupancy": 0.1875, "deviceUsefulUtilization": 0.0013521634615384615, "meanCycles": 19950.0, "p50Cycles": 19950, "p95Cycles": 19950, "maximumCycles": 19950, "firstOffset": 3522, "lastOffset": 23490 }, { "name": "rearrange_row_major_to_amp_f16_o0_r181_p182_c12_p64", "dimensions": {}, "sampleCount": 36, "tileCount": 36, "phaseCount": 1, "phaseCycles": 19968, "phaseMs": 0.013312, "workCycles": 718200, "averageActiveTiles": 35.96754807692308, "usefulCycles": 39096.0, "estimatedWorkCycles": 718200, "usefulUtilization": 0.05443609022556391, "workLaneOccupancy": 0.18646978021978022, "deviceUsefulUtilization": 0.0013301173181438127, "meanCycles": 19950.0, "p50Cycles": 19950, "p95Cycles": 19950, "maximumCycles": 19950, "firstOffset": 3606, "lastOffset": 23574 }, { "name": "gemm_f8_init_large_rows_interleaved_k128_c64_r242_r244", "dimensions": {}, "sampleCount": 972, "tileCount": 972, "phaseCount": 4, "phaseCycles": 18966, "phaseMs": 0.012644, "workCycles": 18294984, "averageActiveTiles": 964.6200569440051, "usefulCycles": 15178752.0, "estimatedWorkCycles": 18294984, "usefulUtilization": 0.8296674104771012, "workLaneOccupancy": 1.0, "deviceUsefulUtilization": 0.5436914570237816, "meanCycles": 18822.0, "p50Cycles": 18822, "p95Cycles": 18822, "maximumCycles": 18822, "firstOffset": 96840, "lastOffset": 115806 }, { "name": "gemm_f8_init_small_rows_interleaved_k128_c64_r242_r244", "dimensions": {}, "sampleCount": 486, "tileCount": 486, "phaseCount": 1, "phaseCycles": 18762, "phaseMs": 0.012508, "workCycles": 9083340, "averageActiveTiles": 484.134953629677, "usefulCycles": 7496064.0, "estimatedWorkCycles": 9083340, "usefulUtilization": 0.8252541466024612, "workLaneOccupancy": 0.9958677685950413, "deviceUsefulUtilization": 0.27142281114000083, "meanCycles": 18690.0, "p50Cycles": 18690, "p95Cycles": 18690, "maximumCycles": 18690, "firstOffset": 96912, "lastOffset": 115674 }, { "name": "gemm_f16_init_large_rows_interleaved_k80_c64_r91_r92", "dimensions": {}, "sampleCount": 144, "tileCount": 144, "phaseCount": 4, "phaseCycles": 18306, "phaseMs": 0.012204, "workCycles": 1617408, "averageActiveTiles": 88.35398230088495, "usefulCycles": 942264.0, "estimatedWorkCycles": 1617408, "usefulUtilization": 0.5825765669515669, "workLaneOccupancy": 0.8890625, "deviceUsefulUtilization": 0.034968043264503444, "meanCycles": 11232.0, "p50Cycles": 11232, "p95Cycles": 11232, "maximumCycles": 11232, "firstOffset": 175302, "lastOffset": 193608 }, { "name": "gemm_f16_init_large_rows_interleaved_k96_c80_r91_r92", "dimensions": {}, "sampleCount": 128, "tileCount": 128, "phaseCount": 9, "phaseCycles": 18024, "phaseMs": 0.012016, "workCycles": 2128896, "averageActiveTiles": 118.11451398135819, "usefulCycles": 1207224.0, "estimatedWorkCycles": 2128896, "usefulUtilization": 0.5670657467532467, "workLaneOccupancy": 0.854296875, "deviceUsefulUtilization": 0.04550183089214381, "meanCycles": 16632.0, "p50Cycles": 16632, "p95Cycles": 16632, "maximumCycles": 16632, "firstOffset": 242310, "lastOffset": 260334 }, { "name": "gemm_f16_init_small_rows_interleaved_k80_c64_r91_r92", "dimensions": {}, "sampleCount": 1008, "tileCount": 1008, "phaseCount": 13, "phaseCycles": 17970, "phaseMs": 0.01198, "workCycles": 11297664, "averageActiveTiles": 628.6958263772955, "usefulCycles": 6524154.0, "estimatedWorkCycles": 11297664, "usefulUtilization": 0.5774781406138473, "workLaneOccupancy": 0.8890625, "deviceUsefulUtilization": 0.24664272882340132, "meanCycles": 11208.0, "p50Cycles": 11208, "p95Cycles": 11208, "maximumCycles": 11208, "firstOffset": 175254, "lastOffset": 193224 }, { "name": "rearrange_row_major_to_amp_f16_o2_r64_p64_c16_p16_b64x16", "dimensions": {}, "sampleCount": 1760, "tileCount": 880, "phaseCount": 37, "phaseCycles": 17490, "phaseMs": 0.01166, "workCycles": 4282080, "averageActiveTiles": 244.83018867924528, "usefulCycles": 901120.0, "estimatedWorkCycles": 4282080, "usefulUtilization": 0.21043978627209206, "workLaneOccupancy": 1.0, "deviceUsefulUtilization": 0.03500136724090785, "meanCycles": 2433.0, "p50Cycles": 2430, "p95Cycles": 2436, "maximumCycles": 2436, "firstOffset": 160488, "lastOffset": 13193898 }, { "name": "gemm_f8_init_large_rows_interleaved_k128_c128_r80_r82", "dimensions": {}, "sampleCount": 810, "tileCount": 810, "phaseCount": 8, "phaseCycles": 16650, "phaseMs": 0.0111, "workCycles": 13369860, "averageActiveTiles": 802.9945945945946, "usefulCycles": 8501760.0, "estimatedWorkCycles": 13369860, "usefulUtilization": 0.6358899794014298, "workLaneOccupancy": 1.0, "deviceUsefulUtilization": 0.34688601645123385, "meanCycles": 16506.0, "p50Cycles": 16506, "p95Cycles": 16506, "maximumCycles": 16506, "firstOffset": 13114986, "lastOffset": 13131636 }, { "name": "gelu_tanh_approx_f16", "dimensions": {}, "sampleCount": 2496, "tileCount": 1472, "phaseCount": 90, "phaseCycles": 16464, "phaseMs": 0.010976, "workCycles": 19121568, "averageActiveTiles": 1161.4169096209912, "usefulCycles": 9425760.0, "estimatedWorkCycles": 19121568, "usefulUtilization": 0.4929386544032372, "workLaneOccupancy": 1.0, "deviceUsefulUtilization": 0.38893158194955, "meanCycles": 7660.884615384615, "p50Cycles": 12396, "p95Cycles": 12924, "maximumCycles": 13410, "firstOffset": 429780, "lastOffset": 13268778 }, { "name": "gemm_f8_init_small_rows_interleaved_k128_c128_r80_r82", "dimensions": {}, "sampleCount": 648, "tileCount": 648, "phaseCount": 7, "phaseCycles": 16314, "phaseMs": 0.010876, "workCycles": 10528704, "averageActiveTiles": 645.3784479588084, "usefulCycles": 6614784.0, "estimatedWorkCycles": 10528704, "usefulUtilization": 0.6282619399310685, "workLaneOccupancy": 0.996875, "deviceUsefulUtilization": 0.27545293186433634, "meanCycles": 16248.0, "p50Cycles": 16248, "p95Cycles": 16248, "maximumCycles": 16248, "firstOffset": 13115058, "lastOffset": 13131372 }, { "name": "static_copy_u32", "dimensions": {}, "sampleCount": 3645, "tileCount": 1246, "phaseCount": 152, "phaseCycles": 15018, "phaseMs": 0.010012, "workCycles": 745002, "averageActiveTiles": 49.607271274470634, "usefulCycles": 0.0, "estimatedWorkCycles": 0, "usefulUtilization": null, "workLaneOccupancy": null, "deviceUsefulUtilization": null, "meanCycles": 204.39012345679012, "p50Cycles": 150, "p95Cycles": 294, "maximumCycles": 336, "firstOffset": 42174, "lastOffset": 13291890 }, { "name": "gemm_f16_init_large_rows_interleaved_k80_c80_r91_r92", "dimensions": {}, "sampleCount": 32, "tileCount": 32, "phaseCount": 7, "phaseCycles": 14394, "phaseMs": 0.009596, "workCycles": 446208, "averageActiveTiles": 30.999583159649855, "usefulCycles": 264960.0, "estimatedWorkCycles": 446208, "usefulUtilization": 0.5938037865748709, "workLaneOccupancy": 0.9, "deviceUsefulUtilization": 0.012505210504376824, "meanCycles": 13944.0, "p50Cycles": 13944, "p95Cycles": 13944, "maximumCycles": 13944, "firstOffset": 181914, "lastOffset": 196308 }, { "name": "rearrange_row_major_to_amp_f16_o2_r0_p64_c16_p16_b64x16", "dimensions": {}, "sampleCount": 160, "tileCount": 80, "phaseCount": 26, "phaseCycles": 14184, "phaseMs": 0.009456, "workCycles": 314400, "averageActiveTiles": 22.165820642978005, "usefulCycles": 32000.0, "estimatedWorkCycles": 314400, "usefulUtilization": 0.10178117048346055, "workLaneOccupancy": 0.390625, "deviceUsefulUtilization": 0.001532651609897251, "meanCycles": 1965.0, "p50Cycles": 1962, "p95Cycles": 1968, "maximumCycles": 1968, "firstOffset": 160716, "lastOffset": 13193154 }, { "name": "gemm_f16_init_small_rows_interleaved_k736_c16_r1_r1", "dimensions": {}, "sampleCount": 80, "tileCount": 80, "phaseCount": 22, "phaseCycles": 12888, "phaseMs": 0.008592, "workCycles": 671520, "averageActiveTiles": 52.10428305400372, "usefulCycles": 13122.0, "estimatedWorkCycles": 671520, "usefulUtilization": 0.01954074338813438, "workLaneOccupancy": 0.8914402173913043, "deviceUsefulUtilization": 0.0006916823536555744, "meanCycles": 8394.0, "p50Cycles": 8394, "p95Cycles": 8394, "maximumCycles": 8394, "firstOffset": 13218228, "lastOffset": 13231116 }, { "name": "rearrange_row_major_to_amp_f16_o1_r64_p64_c80_p80", "dimensions": {}, "sampleCount": 176, "tileCount": 176, "phaseCount": 13, "phaseCycles": 12276, "phaseMs": 0.008184, "workCycles": 2072928, "averageActiveTiles": 168.86021505376345, "usefulCycles": 450560.0, "estimatedWorkCycles": 2072928, "usefulUtilization": 0.21735438953982, "workLaneOccupancy": 1.0, "deviceUsefulUtilization": 0.024933769674302633, "meanCycles": 11778.0, "p50Cycles": 11778, "p95Cycles": 11778, "maximumCycles": 11778, "firstOffset": 13179192, "lastOffset": 13191468 }, { "name": "rearrange_row_major_to_amp_f16_o0_r182_p182_c64_p64", "dimensions": {}, "sampleCount": 648, "tileCount": 648, "phaseCount": 1, "phaseCycles": 12060, "phaseMs": 0.00804, "workCycles": 7383312, "averageActiveTiles": 612.2149253731343, "usefulCycles": 3773952.0, "estimatedWorkCycles": 7383312, "usefulUtilization": 0.5111462173073548, "workLaneOccupancy": 1.0, "deviceUsefulUtilization": 0.2125892277741726, "meanCycles": 11394.0, "p50Cycles": 11394, "p95Cycles": 11394, "maximumCycles": 11394, "firstOffset": 6912, "lastOffset": 18972 }, { "name": "rearrange_row_major_to_amp_f16_o0_r184_p184_c64_p64", "dimensions": {}, "sampleCount": 324, "tileCount": 324, "phaseCount": 2, "phaseCycles": 11988, "phaseMs": 0.007992, "workCycles": 3691656, "averageActiveTiles": 307.94594594594594, "usefulCycles": 1907712.0, "estimatedWorkCycles": 3691656, "usefulUtilization": 0.5167632087063366, "workLaneOccupancy": 1.0, "deviceUsefulUtilization": 0.10810810810810811, "meanCycles": 11394.0, "p50Cycles": 11394, "p95Cycles": 11394, "maximumCycles": 11394, "firstOffset": 6942, "lastOffset": 18930 }, { "name": "rearrange_row_major_to_amp_f16_o0_r181_p182_c64_p64", "dimensions": {}, "sampleCount": 324, "tileCount": 324, "phaseCount": 1, "phaseCycles": 11868, "phaseMs": 0.007912, "workCycles": 3759696, "averageActiveTiles": 316.7927199191102, "usefulCycles": 1876608.0, "estimatedWorkCycles": 3759696, "usefulUtilization": 0.4991382281971734, "workLaneOccupancy": 0.9945054945054945, "deviceUsefulUtilization": 0.10742075878137776, "meanCycles": 11604.0, "p50Cycles": 11604, "p95Cycles": 11604, "maximumCycles": 11604, "firstOffset": 6870, "lastOffset": 18738 }, { "name": "rearrange_row_major_to_amp_f16_o1_r0_p64_c80_p80", "dimensions": {}, "sampleCount": 16, "tileCount": 16, "phaseCount": 6, "phaseCycles": 10956, "phaseMs": 0.007304, "workCycles": 146592, "averageActiveTiles": 13.380065717415116, "usefulCycles": 16000.0, "estimatedWorkCycles": 146592, "usefulUtilization": 0.10914647456887143, "workLaneOccupancy": 0.390625, "deviceUsefulUtilization": 0.0009921107354318459, "meanCycles": 9162.0, "p50Cycles": 9162, "p95Cycles": 9162, "maximumCycles": 9162, "firstOffset": 13177668, "lastOffset": 13188624 }, { "name": "attention_merge_v72_p80_k768_out16_f16", "dimensions": {}, "sampleCount": 1488, "tileCount": 1472, "phaseCount": 36, "phaseCycles": 8778, "phaseMs": 0.005852, "workCycles": 4406112, "averageActiveTiles": 501.9494190020506, "usefulCycles": 0.0, "estimatedWorkCycles": 0, "usefulUtilization": null, "workLaneOccupancy": null, "deviceUsefulUtilization": null, "meanCycles": 2961.0967741935483, "p50Cycles": 2976, "p95Cycles": 2976, "maximumCycles": 2976, "firstOffset": 266958, "lastOffset": 13233324 }, { "name": "gemm_f16_init_small_rows_interleaved_k80_c16_r1_r1", "dimensions": {}, "sampleCount": 736, "tileCount": 736, "phaseCount": 25, "phaseCycles": 8178, "phaseMs": 0.005452, "workCycles": 927360, "averageActiveTiles": 113.3969185619956, "usefulCycles": 13122.0, "estimatedWorkCycles": 927360, "usefulUtilization": 0.014149844720496895, "workLaneOccupancy": 0.8914402173913043, "deviceUsefulUtilization": 0.0010900467319531724, "meanCycles": 1260.0, "p50Cycles": 1260, "p95Cycles": 1260, "maximumCycles": 1260, "firstOffset": 13195812, "lastOffset": 13203990 }, { "name": "gemm_f8_init_small_rows_interleaved_k96_c48_r146_r146", "dimensions": {}, "sampleCount": 1440, "tileCount": 1440, "phaseCount": 30, "phaseCycles": 7386, "phaseMs": 0.004924, "workCycles": 10437120, "averageActiveTiles": 1413.0950446791226, "usefulCycles": 7558272.0, "estimatedWorkCycles": 10437120, "usefulUtilization": 0.7241721854304636, "workLaneOccupancy": 0.9986301369863013, "deviceUsefulUtilization": 0.6951930208738035, "meanCycles": 7248.0, "p50Cycles": 7248, "p95Cycles": 7248, "maximumCycles": 7248, "firstOffset": 290472, "lastOffset": 297858 }, { "name": "rearrange_row_major_to_amp_f16_o0_r8_p8_c72_p80", "dimensions": {}, "sampleCount": 1360, "tileCount": 1360, "phaseCount": 14, "phaseCycles": 7092, "phaseMs": 0.004728, "workCycles": 1729920, "averageActiveTiles": 243.92554991539762, "usefulCycles": 391680.0, "estimatedWorkCycles": 1729920, "usefulUtilization": 0.22641509433962265, "workLaneOccupancy": 0.9, "deviceUsefulUtilization": 0.03751931141028471, "meanCycles": 1272.0, "p50Cycles": 1272, "p95Cycles": 1272, "maximumCycles": 1272, "firstOffset": 155094, "lastOffset": 162606 }, { "name": "rearrange_row_major_to_amp_f16_o1_r64_p64_c16_p16", "dimensions": {}, "sampleCount": 880, "tileCount": 880, "phaseCount": 13, "phaseCycles": 5202, "phaseMs": 0.003468, "workCycles": 1356960, "averageActiveTiles": 260.8535178777393, "usefulCycles": 450560.0, "estimatedWorkCycles": 1356960, "usefulUtilization": 0.3320363164721141, "workLaneOccupancy": 1.0, "deviceUsefulUtilization": 0.05884024539056885, "meanCycles": 1542.0, "p50Cycles": 1542, "p95Cycles": 1542, "maximumCycles": 1542, "firstOffset": 158946, "lastOffset": 164148 }, { "name": "gemm_f8_init_small_rows_interleaved_k224_c16_r2_r2", "dimensions": {}, "sampleCount": 1440, "tileCount": 1440, "phaseCount": 61, "phaseCycles": 4776, "phaseMs": 0.003184, "workCycles": 2324160, "averageActiveTiles": 486.63316582914575, "usefulCycles": 38736.0, "estimatedWorkCycles": 2324160, "usefulUtilization": 0.016666666666666666, "workLaneOccupancy": 0.48035714285714287, "deviceUsefulUtilization": 0.00550988638846406, "meanCycles": 1614.0, "p50Cycles": 1614, "p95Cycles": 1614, "maximumCycles": 1614, "firstOffset": 13279956, "lastOffset": 13286172 }, { "name": "rearrange_row_major_to_amp_f16_o1_r0_p64_c16_p16", "dimensions": {}, "sampleCount": 80, "tileCount": 80, "phaseCount": 7, "phaseCycles": 4296, "phaseMs": 0.002864, "workCycles": 142080, "averageActiveTiles": 33.072625698324025, "usefulCycles": 16000.0, "estimatedWorkCycles": 142080, "usefulUtilization": 0.11261261261261261, "workLaneOccupancy": 0.390625, "deviceUsefulUtilization": 0.002530159501254959, "meanCycles": 1776.0, "p50Cycles": 1776, "p95Cycles": 1776, "maximumCycles": 1776, "firstOffset": 159810, "lastOffset": 164106 }, { "name": "gemm_f8_init_small_rows_interleaved_k64_c32_r182_r184", "dimensions": {}, "sampleCount": 1080, "tileCount": 1080, "phaseCount": 1, "phaseCycles": 4128, "phaseMs": 0.002752, "workCycles": 4348080, "averageActiveTiles": 1053.3139534883721, "usefulCycles": 2884140.0, "estimatedWorkCycles": 4348080, "usefulUtilization": 0.6633134624937904, "workLaneOccupancy": 0.9170673076923077, "deviceUsefulUtilization": 0.4746449222699697, "meanCycles": 4026.0, "p50Cycles": 4026, "p95Cycles": 4026, "maximumCycles": 4026, "firstOffset": 31866, "lastOffset": 35994 }, { "name": "gemm_f8_init_large_rows_interleaved_k64_c32_r182_r184", "dimensions": {}, "sampleCount": 360, "tileCount": 360, "phaseCount": 4, "phaseCycles": 4098, "phaseMs": 0.002732, "workCycles": 1458000, "averageActiveTiles": 355.78330893118596, "usefulCycles": 973728.0, "estimatedWorkCycles": 1458000, "usefulUtilization": 0.6678518518518518, "workLaneOccupancy": 0.91875, "deviceUsefulUtilization": 0.16142020497803808, "meanCycles": 4050.0, "p50Cycles": 4050, "p95Cycles": 4050, "maximumCycles": 4050, "firstOffset": 31812, "lastOffset": 35910 }, { "name": "rearrange_row_major_to_amp_f16_o0_r1_p2_c224_p224", "dimensions": {}, "sampleCount": 1368, "tileCount": 1368, "phaseCount": 59, "phaseCycles": 4080, "phaseMs": 0.00272, "workCycles": 2766096, "averageActiveTiles": 677.964705882353, "usefulCycles": 153216.0, "estimatedWorkCycles": 2766096, "usefulUtilization": 0.05539070227497527, "workLaneOccupancy": 0.5, "deviceUsefulUtilization": 0.02551150895140665, "meanCycles": 2022.0, "p50Cycles": 2022, "p95Cycles": 2022, "maximumCycles": 2022, "firstOffset": 13272174, "lastOffset": 13276254 }, { "name": "layer_norm_apply", "dimensions": {}, "sampleCount": 32, "tileCount": 32, "phaseCount": 15, "phaseCycles": 2994, "phaseMs": 0.001996, "workCycles": 95232, "averageActiveTiles": 31.80761523046092, "usefulCycles": 2304.0, "estimatedWorkCycles": 95232, "usefulUtilization": 0.024193548387096774, "workLaneOccupancy": 1.0, "deviceUsefulUtilization": 0.0005227846998344516, "meanCycles": 2976.0, "p50Cycles": 2976, "p95Cycles": 2976, "maximumCycles": 2976, "firstOffset": 13247820, "lastOffset": 13250814 }, { "name": "rearrange_row_major_to_amp_f16_o0_r1_p2_c48_p224", "dimensions": {}, "sampleCount": 72, "tileCount": 72, "phaseCount": 7, "phaseCycles": 2046, "phaseMs": 0.001364, "workCycles": 145584, "averageActiveTiles": 71.15542521994135, "usefulCycles": 1728.0, "estimatedWorkCycles": 145584, "usefulUtilization": 0.011869436201780416, "workLaneOccupancy": 0.10714285714285714, "deviceUsefulUtilization": 0.000573760040800714, "meanCycles": 2022.0, "p50Cycles": 2022, "p95Cycles": 2022, "maximumCycles": 2022, "firstOffset": 13274226, "lastOffset": 13276272 }, { "name": "rearrange_row_major_to_amp_f16_o0_r7_p7_c72_p80", "dimensions": {}, "sampleCount": 112, "tileCount": 112, "phaseCount": 3, "phaseCycles": 2004, "phaseMs": 0.001336, "workCycles": 142464, "averageActiveTiles": 71.08982035928143, "usefulCycles": 28224.0, "estimatedWorkCycles": 142464, "usefulUtilization": 0.19811320754716982, "workLaneOccupancy": 0.9, "deviceUsefulUtilization": 0.009567820879979172, "meanCycles": 1272.0, "p50Cycles": 1272, "p95Cycles": 1272, "maximumCycles": 1272, "firstOffset": 155244, "lastOffset": 157248 }, { "name": "layer_norm_moments", "dimensions": {}, "sampleCount": 32, "tileCount": 32, "phaseCount": 15, "phaseCycles": 1980, "phaseMs": 0.00132, "workCycles": 39168, "averageActiveTiles": 19.78181818181818, "usefulCycles": 2304.0, "estimatedWorkCycles": 39168, "usefulUtilization": 0.058823529411764705, "workLaneOccupancy": 1.0, "deviceUsefulUtilization": 0.0007905138339920949, "meanCycles": 1224.0, "p50Cycles": 1224, "p95Cycles": 1224, "maximumCycles": 1224, "firstOffset": 13245426, "lastOffset": 13247406 }, { "name": "gemm_f8_init_small_rows_interleaved_k32_c112_r2_r2", "dimensions": {}, "sampleCount": 1044, "tileCount": 1044, "phaseCount": 51, "phaseCycles": 1752, "phaseMs": 0.001168, "workCycles": 1722600, "averageActiveTiles": 983.2191780821918, "usefulCycles": 29232.0, "estimatedWorkCycles": 1722600, "usefulUtilization": 0.01696969696969697, "workLaneOccupancy": 0.5, "deviceUsefulUtilization": 0.01133487194758785, "meanCycles": 1650.0, "p50Cycles": 1650, "p95Cycles": 1650, "maximumCycles": 1650, "firstOffset": 13256706, "lastOffset": 13258458 }, { "name": "gemm_f8_init_small_rows_interleaved_k64_c16_r2_r2", "dimensions": {}, "sampleCount": 2592, "tileCount": 1296, "phaseCount": 55, "phaseCycles": 1692, "phaseMs": 0.001128, "workCycles": 1928448, "averageActiveTiles": 1139.7446808510638, "usefulCycles": 20736.0, "estimatedWorkCycles": 1928448, "usefulUtilization": 0.010752688172043012, "workLaneOccupancy": 0.5, "deviceUsefulUtilization": 0.008325624421831638, "meanCycles": 744.0, "p50Cycles": 744, "p95Cycles": 744, "maximumCycles": 744, "firstOffset": 13158948, "lastOffset": 13240938 }, { "name": "gemm_f8_init_small_rows_interleaved_k32_c96_r2_r2", "dimensions": {}, "sampleCount": 396, "tileCount": 396, "phaseCount": 41, "phaseCycles": 1620, "phaseMs": 0.00108, "workCycles": 582120, "averageActiveTiles": 359.3333333333333, "usefulCycles": 9504.0, "estimatedWorkCycles": 582120, "usefulUtilization": 0.0163265306122449, "workLaneOccupancy": 0.5, "deviceUsefulUtilization": 0.003985507246376811, "meanCycles": 1470.0, "p50Cycles": 1470, "p95Cycles": 1470, "maximumCycles": 1470, "firstOffset": 13256598, "lastOffset": 13258218 }, { "name": "rearrange_row_major_to_amp_f16_o0_r1_p1_c72_p80", "dimensions": {}, "sampleCount": 16, "tileCount": 16, "phaseCount": 5, "phaseCycles": 1614, "phaseMs": 0.001076, "workCycles": 12288, "averageActiveTiles": 7.613382899628252, "usefulCycles": 576.0, "estimatedWorkCycles": 12288, "usefulUtilization": 0.046875, "workLaneOccupancy": 0.9, "deviceUsefulUtilization": 0.00024244383384515922, "meanCycles": 768.0, "p50Cycles": 768, "p95Cycles": 768, "maximumCycles": 768, "firstOffset": 13169052, "lastOffset": 13171698 }, { "name": "rearrange_row_major_to_amp_f16_o0_r1_p2_c64_p64", "dimensions": {}, "sampleCount": 1296, "tileCount": 1296, "phaseCount": 41, "phaseCycles": 1410, "phaseMs": 0.00094, "workCycles": 1065312, "averageActiveTiles": 755.5404255319149, "usefulCycles": 41472.0, "estimatedWorkCycles": 1065312, "usefulUtilization": 0.038929440389294405, "workLaneOccupancy": 0.5, "deviceUsefulUtilization": 0.01998149861239593, "meanCycles": 822.0, "p50Cycles": 822, "p95Cycles": 822, "maximumCycles": 822, "firstOffset": 13235862, "lastOffset": 13237272 }, { "name": "rearrange_row_major_to_amp_f16_o0_r1_p2_c32_p32", "dimensions": {}, "sampleCount": 1440, "tileCount": 1440, "phaseCount": 54, "phaseCycles": 1170, "phaseMs": 0.00078, "workCycles": 838080, "averageActiveTiles": 716.3076923076923, "usefulCycles": 23040.0, "estimatedWorkCycles": 838080, "usefulUtilization": 0.027491408934707903, "workLaneOccupancy": 0.5, "deviceUsefulUtilization": 0.013377926421404682, "meanCycles": 582.0, "p50Cycles": 582, "p95Cycles": 582, "maximumCycles": 582, "firstOffset": 13252500, "lastOffset": 13253670 } ], "samples": [] }