diff --git "a/phi35_moe_4k/operator_latency_by_category.csv" "b/phi35_moe_4k/operator_latency_by_category.csv" new file mode 100644--- /dev/null +++ "b/phi35_moe_4k/operator_latency_by_category.csv" @@ -0,0 +1,10135 @@ +optimization_config,rank_id,op_category,op_type,core_type,count,total_time_us,min_time_us,avg_time_us,max_time_us,ratio_percent +dp1-tp1-ep2-pp8-cp1-RC,0,activation,SwiGlu,AI_VECTOR_CORE,256,70201.283,173.524,274.224,412.409,1.03 +dp1-tp1-ep2-pp8-cp1-RC,0,activation,SwiGluGrad,AI_VECTOR_CORE,128,69367.322,405.148,541.932,741.914,1.017 +dp1-tp1-ep2-pp8-cp1-RC,0,attention,FlashAttentionScore,MIX_AIC,256,301889.89,1163.704,1179.257,1201.824,4.428 +dp1-tp1-ep2-pp8-cp1-RC,0,attention,FlashAttentionScoreGrad,MIX_AIC,128,345738.546,2661.794,2701.082,2736.914,5.071 +dp1-tp1-ep2-pp8-cp1-RC,0,elementwise,Abs,AI_VECTOR_CORE,512,4175.957,7.72,8.156,13.5,0.061 +dp1-tp1-ep2-pp8-cp1-RC,0,elementwise,Add,AI_VECTOR_CORE,3648,926762.393,1.2,254.047,3869.997,13.593 +dp1-tp1-ep2-pp8-cp1-RC,0,elementwise,Cos,AI_VECTOR_CORE,512,7589.868,13.32,14.824,18.32,0.111 +dp1-tp1-ep2-pp8-cp1-RC,0,elementwise,Equal,AI_VECTOR_CORE,512,1624.734,2.82,3.173,3.8,0.024 +dp1-tp1-ep2-pp8-cp1-RC,0,elementwise,Greater,AI_VECTOR_CORE,1048,5748.239,1.26,5.485,16.581,0.084 +dp1-tp1-ep2-pp8-cp1-RC,0,elementwise,Log,AI_VECTOR_CORE,1024,5102.236,2.34,4.983,8.46,0.075 +dp1-tp1-ep2-pp8-cp1-RC,0,elementwise,Mul,AI_VECTOR_CORE,4265,188529.585,1.36,44.204,10334.307,2.765 +dp1-tp1-ep2-pp8-cp1-RC,0,elementwise,Muls,AI_VECTOR_CORE,64,1556.753,22.32,24.324,31.32,0.023 +dp1-tp1-ep2-pp8-cp1-RC,0,elementwise,NotEqual,AI_VECTOR_CORE,9,22.001,2.24,2.445,2.54,0.0 +dp1-tp1-ep2-pp8-cp1-RC,0,elementwise,Pow,AI_VECTOR_CORE,64,287.966,4.14,4.499,4.98,0.004 +dp1-tp1-ep2-pp8-cp1-RC,0,elementwise,Pows,AI_VECTOR_CORE,36,121.882,2.26,3.386,4.66,0.002 +dp1-tp1-ep2-pp8-cp1-RC,0,elementwise,RealDiv,AI_VECTOR_CORE,1152,8027.596,1.38,6.968,13.9,0.118 +dp1-tp1-ep2-pp8-cp1-RC,0,elementwise,Reciprocal,AI_VECTOR_CORE,64,88.882,1.26,1.389,1.62,0.001 +dp1-tp1-ep2-pp8-cp1-RC,0,elementwise,Sin,AI_VECTOR_CORE,512,7465.912,12.28,14.582,17.64,0.11 +dp1-tp1-ep2-pp8-cp1-RC,0,elementwise,Sub,AI_VECTOR_CORE,1792,14370.493,1.5,8.019,13.86,0.211 +dp1-tp1-ep2-pp8-cp1-RC,0,embedding,EmbeddingDenseGradV2,MIX_AIV,32,7044.139,191.923,220.129,234.084,0.103 +dp1-tp1-ep2-pp8-cp1-RC,0,indexing_or_embedding,GatherElements,AI_VECTOR_CORE,512,17552.35,28.721,34.282,42.541,0.257 +dp1-tp1-ep2-pp8-cp1-RC,0,indexing_or_embedding,GatherV2,AI_VECTOR_CORE,800,56355.877,20.02,70.445,152.463,0.827 +dp1-tp1-ep2-pp8-cp1-RC,0,matmul,GroupedMatmul,MIX_AIC,1024,2904123.777,1349.407,2836.058,5194.844,42.594 +dp1-tp1-ep2-pp8-cp1-RC,0,matmul,MatMulV2,AI_CORE,512,29611.853,26.0,57.836,132.623,0.434 +dp1-tp1-ep2-pp8-cp1-RC,0,matmul,MatMulV3,AI_CORE,1024,729557.844,535.231,712.459,1784.355,10.7 +dp1-tp1-ep2-pp8-cp1-RC,0,memory_init,MemSet,AI_VECTOR_CORE,1080,25518.457,5.28,23.628,346.187,0.374 +dp1-tp1-ep2-pp8-cp1-RC,0,memory_init,OnesLike,AI_VECTOR_CORE,66,96.523,1.22,1.462,1.88,0.001 +dp1-tp1-ep2-pp8-cp1-RC,0,memory_init,ZerosLike,AI_VECTOR_CORE,1669,37134.745,1.6,22.25,3371.227,0.545 +dp1-tp1-ep2-pp8-cp1-RC,0,memory_movement,TensorMove,AI_VECTOR_CORE,557,26085.323,9.98,46.832,2690.394,0.383 +dp1-tp1-ep2-pp8-cp1-RC,0,normalization,LayerNormGradV3,MIX_AIV,256,41898.257,158.763,163.665,173.684,0.615 +dp1-tp1-ep2-pp8-cp1-RC,0,normalization,LayerNormV4,AI_VECTOR_CORE,512,57073.798,105.422,111.472,181.483,0.837 +dp1-tp1-ep2-pp8-cp1-RC,0,normalization,LpNormV2,MIX_AIV,41,17954.338,5.28,437.911,3932.439,0.263 +dp1-tp1-ep2-pp8-cp1-RC,0,optimizer,ApplyAdamW,AI_VECTOR_CORE,32,75290.965,4.18,2352.843,11863.817,1.104 +dp1-tp1-ep2-pp8-cp1-RC,0,other,ArgMaxWithValue,AI_VECTOR_CORE,1536,14763.749,8.12,9.612,14.28,0.217 +dp1-tp1-ep2-pp8-cp1-RC,0,other,Axpy,AI_VECTOR_CORE,512,976.999,1.56,1.908,3.72,0.014 +dp1-tp1-ep2-pp8-cp1-RC,0,other,ClipByValueV2,AI_VECTOR_CORE,512,9404.28,15.341,18.368,27.78,0.138 +dp1-tp1-ep2-pp8-cp1-RC,0,other,Cumsum,AI_CPU,512,22339.337,31.061,43.632,90.362,0.328 +dp1-tp1-ep2-pp8-cp1-RC,0,other,DSARandomUniform,DSA_SQE,1536,409183.656,1.36,266.396,1582.451,6.001 +dp1-tp1-ep2-pp8-cp1-RC,0,other,GreaterEqual,AI_VECTOR_CORE,256,2251.03,7.981,8.793,13.3,0.033 +dp1-tp1-ep2-pp8-cp1-RC,0,other,HistogramV2,AI_VECTOR_CORE,256,6174.18,22.401,24.118,38.24,0.091 +dp1-tp1-ep2-pp8-cp1-RC,0,other,LessEqual,AI_VECTOR_CORE,256,2157.76,7.7,8.429,13.24,0.032 +dp1-tp1-ep2-pp8-cp1-RC,0,other,LinearIndex,AI_VECTOR_CORE,1280,9765.428,5.34,7.629,10.601,0.143 +dp1-tp1-ep2-pp8-cp1-RC,0,other,LogicalAnd,AI_VECTOR_CORE,256,654.234,2.34,2.556,3.86,0.01 +dp1-tp1-ep2-pp8-cp1-RC,0,other,LogicalOr,AI_VECTOR_CORE,512,988.318,1.44,1.93,2.76,0.014 +dp1-tp1-ep2-pp8-cp1-RC,0,other,MaskedFill,AI_VECTOR_CORE,512,5063.409,9.14,9.889,16.52,0.074 +dp1-tp1-ep2-pp8-cp1-RC,0,other,MaskedScatter,AI_VECTOR_CORE,128,2468.466,17.18,19.285,25.16,0.036 +dp1-tp1-ep2-pp8-cp1-RC,0,other,MaskedSelectV3,MIX_AIV,512,3998.718,6.04,7.81,23.36,0.059 +dp1-tp1-ep2-pp8-cp1-RC,0,other,ReduceSum,MIX_AIV,384,30015.619,52.661,78.166,153.964,0.44 +dp1-tp1-ep2-pp8-cp1-RC,0,other,ScatterAddWithSorted,AI_VECTOR_CORE,768,62765.52,45.12,81.726,190.664,0.921 +dp1-tp1-ep2-pp8-cp1-RC,0,other,ScatterElementsV2,AI_VECTOR_CORE,512,6324.667,10.06,12.353,16.921,0.093 +dp1-tp1-ep2-pp8-cp1-RC,0,other,SoftmaxV2,AI_VECTOR_CORE,512,8096.282,14.28,15.813,20.24,0.119 +dp1-tp1-ep2-pp8-cp1-RC,0,positional_encoding,RotaryPositionEmbedding,AI_VECTOR_CORE,512,23797.039,26.041,46.479,75.442,0.349 +dp1-tp1-ep2-pp8-cp1-RC,0,positional_encoding,RotaryPositionEmbeddingGrad,AI_VECTOR_CORE,256,14686.914,33.34,57.371,81.561,0.215 +dp1-tp1-ep2-pp8-cp1-RC,0,shape_transform,BroadcastTo,AI_VECTOR_CORE,256,478.911,1.62,1.871,2.46,0.007 +dp1-tp1-ep2-pp8-cp1-RC,0,shape_transform,Cast,AI_VECTOR_CORE,5568,59955.93,1.02,10.768,2071.581,0.879 +dp1-tp1-ep2-pp8-cp1-RC,0,shape_transform,ConcatD,AI_VECTOR_CORE,704,6104.985,2.54,8.672,35.141,0.09 +dp1-tp1-ep2-pp8-cp1-RC,0,shape_transform,NonZero,MIX_AIV,280,84879.156,5.321,303.14,374.147,1.245 +dp1-tp1-ep2-pp8-cp1-RC,0,shape_transform,Range,AI_VECTOR_CORE,128,1198.025,7.58,9.36,15.64,0.018 +dp1-tp1-ep2-pp8-cp1-RC,0,shape_transform,Slice,AI_VECTOR_CORE,2840,27056.12,2.66,9.527,40.861,0.397 +dp1-tp1-ep2-pp8-cp1-RC,0,shape_transform,Sort,MIX_AIV,1056,16783.916,9.22,15.894,40.941,0.246 +dp1-tp1-ep2-pp8-cp1-RC,0,shape_transform,Transpose,AI_VECTOR_CORE,128,1864.871,13.18,14.569,21.02,0.027 +dp1-tp1-ep2-pp8-cp1-RC,1,activation,SwiGlu,AI_VECTOR_CORE,256,65046.2,113.922,254.087,345.967,0.987 +dp1-tp1-ep2-pp8-cp1-RC,1,activation,SwiGluGrad,AI_VECTOR_CORE,128,65073.601,320.187,508.388,660.973,0.988 +dp1-tp1-ep2-pp8-cp1-RC,1,attention,FlashAttentionScore,MIX_AIC,256,301077.931,1158.163,1176.086,1216.964,4.569 +dp1-tp1-ep2-pp8-cp1-RC,1,attention,FlashAttentionScoreGrad,MIX_AIC,128,349103.852,2683.713,2727.374,2758.855,5.298 +dp1-tp1-ep2-pp8-cp1-RC,1,elementwise,Abs,AI_VECTOR_CORE,512,3803.554,6.96,7.429,12.181,0.058 +dp1-tp1-ep2-pp8-cp1-RC,1,elementwise,Add,AI_VECTOR_CORE,3640,928291.373,1.22,255.025,3897.998,14.088 +dp1-tp1-ep2-pp8-cp1-RC,1,elementwise,Cos,AI_VECTOR_CORE,512,7866.752,13.78,15.365,19.32,0.119 +dp1-tp1-ep2-pp8-cp1-RC,1,elementwise,Equal,AI_VECTOR_CORE,512,1796.216,3.12,3.508,4.261,0.027 +dp1-tp1-ep2-pp8-cp1-RC,1,elementwise,Greater,AI_VECTOR_CORE,1048,5279.447,1.22,5.038,14.581,0.08 +dp1-tp1-ep2-pp8-cp1-RC,1,elementwise,Log,AI_VECTOR_CORE,1024,5490.355,2.3,5.362,9.261,0.083 +dp1-tp1-ep2-pp8-cp1-RC,1,elementwise,Mul,AI_VECTOR_CORE,4257,182691.927,1.34,42.916,10302.466,2.773 +dp1-tp1-ep2-pp8-cp1-RC,1,elementwise,Muls,AI_VECTOR_CORE,64,1599.591,23.201,24.994,32.48,0.024 +dp1-tp1-ep2-pp8-cp1-RC,1,elementwise,NotEqual,AI_VECTOR_CORE,9,21.32,2.18,2.369,2.54,0.0 +dp1-tp1-ep2-pp8-cp1-RC,1,elementwise,Pow,AI_VECTOR_CORE,64,285.928,4.14,4.468,4.92,0.004 +dp1-tp1-ep2-pp8-cp1-RC,1,elementwise,Pows,AI_VECTOR_CORE,28,93.542,2.7,3.341,4.221,0.001 +dp1-tp1-ep2-pp8-cp1-RC,1,elementwise,RealDiv,AI_VECTOR_CORE,1152,7271.496,1.38,6.312,12.28,0.11 +dp1-tp1-ep2-pp8-cp1-RC,1,elementwise,Reciprocal,AI_VECTOR_CORE,64,88.483,1.24,1.383,1.84,0.001 +dp1-tp1-ep2-pp8-cp1-RC,1,elementwise,Sin,AI_VECTOR_CORE,512,7749.833,13.04,15.136,18.381,0.118 +dp1-tp1-ep2-pp8-cp1-RC,1,elementwise,Sub,AI_VECTOR_CORE,1792,14235.73,1.46,7.944,15.241,0.216 +dp1-tp1-ep2-pp8-cp1-RC,1,embedding,EmbeddingDenseGradV2,MIX_AIV,32,7046.083,205.384,220.19,235.925,0.107 +dp1-tp1-ep2-pp8-cp1-RC,1,indexing_or_embedding,GatherElements,AI_VECTOR_CORE,512,17665.533,28.881,34.503,44.38,0.268 +dp1-tp1-ep2-pp8-cp1-RC,1,indexing_or_embedding,GatherV2,AI_VECTOR_CORE,800,52697.187,19.241,65.871,143.723,0.8 +dp1-tp1-ep2-pp8-cp1-RC,1,matmul,GroupedMatmul,MIX_AIC,1024,2724215.525,1092.802,2660.367,4694.174,41.343 +dp1-tp1-ep2-pp8-cp1-RC,1,matmul,MatMulV2,AI_CORE,512,29240.089,26.16,57.11,132.683,0.444 +dp1-tp1-ep2-pp8-cp1-RC,1,matmul,MatMulV3,AI_CORE,1024,710105.551,530.79,693.462,2318.106,10.777 +dp1-tp1-ep2-pp8-cp1-RC,1,memory_init,MemSet,AI_VECTOR_CORE,1080,24452.963,4.62,22.642,350.927,0.371 +dp1-tp1-ep2-pp8-cp1-RC,1,memory_init,OnesLike,AI_VECTOR_CORE,66,95.702,1.24,1.45,1.96,0.001 +dp1-tp1-ep2-pp8-cp1-RC,1,memory_init,ZerosLike,AI_VECTOR_CORE,1669,36809.98,1.62,22.055,3371.028,0.559 +dp1-tp1-ep2-pp8-cp1-RC,1,memory_movement,TensorMove,AI_VECTOR_CORE,559,26331.151,10.56,47.104,2689.034,0.4 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+dp1-tp1-ep2-pp8-cp1-RC,6,other,MaskedSelectV3,MIX_AIV,512,3986.709,6.1,7.787,20.761,0.061 +dp1-tp1-ep2-pp8-cp1-RC,6,other,ReduceSum,MIX_AIV,384,31574.902,49.381,82.226,143.683,0.479 +dp1-tp1-ep2-pp8-cp1-RC,6,other,ScatterAddWithSorted,AI_VECTOR_CORE,768,59710.99,40.56,77.749,163.784,0.906 +dp1-tp1-ep2-pp8-cp1-RC,6,other,ScatterElementsV2,AI_VECTOR_CORE,512,6089.663,10.001,11.894,16.64,0.092 +dp1-tp1-ep2-pp8-cp1-RC,6,other,SoftmaxV2,AI_VECTOR_CORE,512,7947.451,14.26,15.522,20.5,0.121 +dp1-tp1-ep2-pp8-cp1-RC,6,positional_encoding,RotaryPositionEmbedding,AI_VECTOR_CORE,512,23468.126,25.241,45.836,70.541,0.356 +dp1-tp1-ep2-pp8-cp1-RC,6,positional_encoding,RotaryPositionEmbeddingGrad,AI_VECTOR_CORE,256,14714.517,34.081,57.479,80.582,0.223 +dp1-tp1-ep2-pp8-cp1-RC,6,shape_transform,BroadcastTo,AI_VECTOR_CORE,256,497.451,1.62,1.943,2.74,0.008 +dp1-tp1-ep2-pp8-cp1-RC,6,shape_transform,Cast,AI_VECTOR_CORE,5466,34572.859,0.98,6.325,2083.921,0.525 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+dp1-tp1-ep2-pp8-cp1-RC,12,other,LogicalOr,AI_VECTOR_CORE,512,916.96,1.46,1.79,2.62,0.014 +dp1-tp1-ep2-pp8-cp1-RC,12,other,MaskedFill,AI_VECTOR_CORE,512,4859.28,8.74,9.49,16.24,0.075 +dp1-tp1-ep2-pp8-cp1-RC,12,other,MaskedScatter,AI_VECTOR_CORE,128,2344.92,14.62,18.319,24.16,0.036 +dp1-tp1-ep2-pp8-cp1-RC,12,other,MaskedSelectV3,MIX_AIV,512,3890.8,5.92,7.599,17.3,0.06 +dp1-tp1-ep2-pp8-cp1-RC,12,other,ReduceSum,MIX_AIV,384,30925.36,31.44,80.534,147.96,0.475 +dp1-tp1-ep2-pp8-cp1-RC,12,other,ScatterAddWithSorted,AI_VECTOR_CORE,768,58916.54,22.68,76.714,166.38,0.906 +dp1-tp1-ep2-pp8-cp1-RC,12,other,ScatterElementsV2,AI_VECTOR_CORE,512,6200.24,10.06,12.109,16.16,0.095 +dp1-tp1-ep2-pp8-cp1-RC,12,other,SoftmaxV2,AI_VECTOR_CORE,512,7951.44,14.38,15.53,19.92,0.122 +dp1-tp1-ep2-pp8-cp1-RC,12,positional_encoding,RotaryPositionEmbedding,AI_VECTOR_CORE,512,23381.26,25.28,45.666,68.66,0.359 +dp1-tp1-ep2-pp8-cp1-RC,12,positional_encoding,RotaryPositionEmbeddingGrad,AI_VECTOR_CORE,256,14565.72,32.98,56.897,82.32,0.224 +dp1-tp1-ep2-pp8-cp1-RC,12,shape_transform,BroadcastTo,AI_VECTOR_CORE,256,481.38,1.54,1.88,2.76,0.007 +dp1-tp1-ep2-pp8-cp1-RC,12,shape_transform,Cast,AI_VECTOR_CORE,5466,36129.32,1.0,6.609,2061.56,0.555 +dp1-tp1-ep2-pp8-cp1-RC,12,shape_transform,ConcatD,AI_VECTOR_CORE,704,5848.1,2.54,8.306,36.04,0.09 +dp1-tp1-ep2-pp8-cp1-RC,12,shape_transform,NonZero,MIX_AIV,280,82973.0,5.08,296.332,412.44,1.276 +dp1-tp1-ep2-pp8-cp1-RC,12,shape_transform,Range,AI_VECTOR_CORE,128,1198.9,7.78,9.366,14.94,0.018 +dp1-tp1-ep2-pp8-cp1-RC,12,shape_transform,Slice,AI_VECTOR_CORE,2840,25946.8,2.68,9.136,36.08,0.399 +dp1-tp1-ep2-pp8-cp1-RC,12,shape_transform,Sort,MIX_AIV,1024,15095.02,6.62,14.741,36.66,0.232 +dp1-tp1-ep2-pp8-cp1-RC,12,shape_transform,Transpose,AI_VECTOR_CORE,128,1701.26,11.78,13.291,21.24,0.026 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+dp1-tp1-ep2-pp8-cp1-RC,14,other,MaskedFill,AI_VECTOR_CORE,512,4868.54,8.76,9.508,15.88,0.064 +dp1-tp1-ep2-pp8-cp1-RC,14,other,MaskedScatter,AI_VECTOR_CORE,128,2447.1,16.86,19.117,24.7,0.032 +dp1-tp1-ep2-pp8-cp1-RC,14,other,MaskedSelectV3,MIX_AIV,512,3983.22,6.14,7.779,15.92,0.053 +dp1-tp1-ep2-pp8-cp1-RC,14,other,ReduceSum,MIX_AIV,544,62996.48,1.3,115.802,579.56,0.834 +dp1-tp1-ep2-pp8-cp1-RC,14,other,ScatterAddWithSorted,AI_VECTOR_CORE,768,59932.16,34.42,78.036,172.94,0.794 +dp1-tp1-ep2-pp8-cp1-RC,14,other,ScatterElementsV2,AI_VECTOR_CORE,512,6300.56,10.08,12.305,16.98,0.083 +dp1-tp1-ep2-pp8-cp1-RC,14,other,SoftmaxV2,AI_VECTOR_CORE,512,8231.4,14.9,16.076,19.94,0.109 +dp1-tp1-ep2-pp8-cp1-RC,14,positional_encoding,RotaryPositionEmbedding,AI_VECTOR_CORE,512,23593.62,25.3,46.081,75.56,0.312 +dp1-tp1-ep2-pp8-cp1-RC,14,positional_encoding,RotaryPositionEmbeddingGrad,AI_VECTOR_CORE,256,14473.5,32.1,56.537,80.88,0.192 +dp1-tp1-ep2-pp8-cp1-RC,14,shape_transform,BroadcastTo,AI_VECTOR_CORE,288,548.2,1.54,1.903,5.04,0.007 +dp1-tp1-ep2-pp8-cp1-RC,14,shape_transform,Cast,AI_VECTOR_CORE,5715,80440.14,0.98,14.075,2061.4,1.065 +dp1-tp1-ep2-pp8-cp1-RC,14,shape_transform,ConcatD,AI_VECTOR_CORE,704,6199.72,2.56,8.806,35.22,0.082 +dp1-tp1-ep2-pp8-cp1-RC,14,shape_transform,NonZero,MIX_AIV,280,83932.52,5.12,299.759,454.66,1.112 +dp1-tp1-ep2-pp8-cp1-RC,14,shape_transform,Range,AI_VECTOR_CORE,192,1986.6,8.52,10.346,17.76,0.026 +dp1-tp1-ep2-pp8-cp1-RC,14,shape_transform,Slice,AI_VECTOR_CORE,2840,26765.5,2.44,9.424,36.22,0.354 +dp1-tp1-ep2-pp8-cp1-RC,14,shape_transform,Sort,MIX_AIV,1024,15098.52,8.92,14.744,37.44,0.2 +dp1-tp1-ep2-pp8-cp1-RC,14,shape_transform,Transpose,AI_VECTOR_CORE,128,1846.6,12.28,14.426,18.48,0.024 +dp1-tp1-ep2-pp8-cp1-RC,15,activation,SwiGlu,AI_VECTOR_CORE,256,68851.0,120.62,268.949,453.16,0.897 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+dp1-tp1-ep2-pp8-cp1-RC,15,normalization,LayerNormV4,AI_VECTOR_CORE,544,61709.24,105.22,113.436,136.98,0.804 +dp1-tp1-ep2-pp8-cp1-RC,15,normalization,LpNormV2,MIX_AIV,42,16859.74,5.92,401.422,4297.24,0.22 +dp1-tp1-ep2-pp8-cp1-RC,15,optimizer,ApplyAdamW,AI_VECTOR_CORE,38,75316.12,4.16,1982.003,11859.9,0.982 +dp1-tp1-ep2-pp8-cp1-RC,15,other,ArgMaxWithValue,AI_VECTOR_CORE,1568,35212.44,8.18,22.456,615.82,0.459 +dp1-tp1-ep2-pp8-cp1-RC,15,other,Axpy,AI_VECTOR_CORE,512,962.22,1.54,1.879,2.68,0.013 +dp1-tp1-ep2-pp8-cp1-RC,15,other,ClipByValueV2,AI_VECTOR_CORE,512,9196.56,15.34,17.962,28.02,0.12 +dp1-tp1-ep2-pp8-cp1-RC,15,other,Cumsum,AI_CPU,512,19288.68,29.04,37.673,114.42,0.251 +dp1-tp1-ep2-pp8-cp1-RC,15,other,DSARandomUniform,DSA_SQE,1536,409301.34,1.36,266.472,1584.5,5.334 +dp1-tp1-ep2-pp8-cp1-RC,15,other,Fill,AI_VECTOR_CORE,32,53.52,1.4,1.672,2.12,0.001 +dp1-tp1-ep2-pp8-cp1-RC,15,other,GreaterEqual,AI_VECTOR_CORE,288,2374.92,4.16,8.246,13.98,0.031 +dp1-tp1-ep2-pp8-cp1-RC,15,other,HistogramV2,AI_VECTOR_CORE,256,6154.3,22.72,24.04,27.6,0.08 +dp1-tp1-ep2-pp8-cp1-RC,15,other,Index,AI_VECTOR_CORE,64,2800.08,40.84,43.751,49.3,0.036 +dp1-tp1-ep2-pp8-cp1-RC,15,other,IndexPutV2,AI_VECTOR_CORE,32,1326.32,39.84,41.447,45.68,0.017 +dp1-tp1-ep2-pp8-cp1-RC,15,other,LessEqual,AI_VECTOR_CORE,256,2352.3,8.46,9.188,14.56,0.031 +dp1-tp1-ep2-pp8-cp1-RC,15,other,LinearIndex,AI_VECTOR_CORE,1280,9732.8,5.3,7.603,10.8,0.127 +dp1-tp1-ep2-pp8-cp1-RC,15,other,LogicalAnd,AI_VECTOR_CORE,256,694.1,2.34,2.711,4.12,0.009 +dp1-tp1-ep2-pp8-cp1-RC,15,other,LogicalNot,AI_VECTOR_CORE,64,101.38,1.32,1.584,1.94,0.001 +dp1-tp1-ep2-pp8-cp1-RC,15,other,LogicalOr,AI_VECTOR_CORE,544,978.16,1.44,1.798,2.52,0.013 +dp1-tp1-ep2-pp8-cp1-RC,15,other,MaskedFill,AI_VECTOR_CORE,512,5222.5,9.4,10.2,17.68,0.068 +dp1-tp1-ep2-pp8-cp1-RC,15,other,MaskedScatter,AI_VECTOR_CORE,128,2437.4,16.38,19.042,23.92,0.032 +dp1-tp1-ep2-pp8-cp1-RC,15,other,MaskedSelectV3,MIX_AIV,512,4011.38,5.96,7.834,24.04,0.052 +dp1-tp1-ep2-pp8-cp1-RC,15,other,ReduceSum,MIX_AIV,544,63797.3,1.3,117.274,579.8,0.831 +dp1-tp1-ep2-pp8-cp1-RC,15,other,ScatterAddWithSorted,AI_VECTOR_CORE,768,61388.64,37.76,79.933,188.3,0.8 +dp1-tp1-ep2-pp8-cp1-RC,15,other,ScatterElementsV2,AI_VECTOR_CORE,512,6312.22,10.08,12.328,16.42,0.082 +dp1-tp1-ep2-pp8-cp1-RC,15,other,SoftmaxV2,AI_VECTOR_CORE,512,7952.3,14.48,15.531,20.52,0.104 +dp1-tp1-ep2-pp8-cp1-RC,15,positional_encoding,RotaryPositionEmbedding,AI_VECTOR_CORE,512,23518.3,25.48,45.934,77.26,0.307 +dp1-tp1-ep2-pp8-cp1-RC,15,positional_encoding,RotaryPositionEmbeddingGrad,AI_VECTOR_CORE,256,14548.8,32.56,56.831,80.34,0.19 +dp1-tp1-ep2-pp8-cp1-RC,15,shape_transform,BroadcastTo,AI_VECTOR_CORE,288,543.62,1.5,1.887,3.42,0.007 +dp1-tp1-ep2-pp8-cp1-RC,15,shape_transform,Cast,AI_VECTOR_CORE,5734,79952.34,0.96,13.943,2059.68,1.042 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+dp1-tp1-ep4-pp4-cp1-RC,12,matmul,MatMulV3,AI_CORE,1040,858905.46,526.78,825.87,4882.28,13.129 +dp1-tp1-ep4-pp4-cp1-RC,12,matmul,MatMulV3,MIX_AIC,32,219896.56,4576.66,6871.767,9207.34,3.361 +dp1-tp1-ep4-pp4-cp1-RC,12,memory_init,MemSet,AI_VECTOR_CORE,1048,15061.64,4.66,14.371,53.02,0.23 +dp1-tp1-ep4-pp4-cp1-RC,12,memory_init,OnesLike,AI_VECTOR_CORE,66,96.28,1.2,1.458,1.76,0.001 +dp1-tp1-ep4-pp4-cp1-RC,12,memory_init,ZerosLike,AI_VECTOR_CORE,1705,49462.34,1.32,29.01,1687.08,0.756 +dp1-tp1-ep4-pp4-cp1-RC,12,memory_movement,TensorMove,AI_VECTOR_CORE,596,26165.9,9.28,43.902,1359.88,0.4 +dp1-tp1-ep4-pp4-cp1-RC,12,normalization,LayerNormGradV3,MIX_AIV,272,45554.5,158.76,167.479,185.74,0.696 +dp1-tp1-ep4-pp4-cp1-RC,12,normalization,LayerNormV4,AI_VECTOR_CORE,528,58590.6,104.92,110.967,176.76,0.896 +dp1-tp1-ep4-pp4-cp1-RC,12,normalization,LpNormV2,MIX_AIV,41,17729.52,5.82,432.427,2196.48,0.271 +dp1-tp1-ep4-pp4-cp1-RC,12,optimizer,ApplyAdamW,AI_VECTOR_CORE,33,74452.0,4.9,2256.121,5940.06,1.138 +dp1-tp1-ep4-pp4-cp1-RC,12,other,ArgMaxWithValue,AI_VECTOR_CORE,1552,25628.8,8.1,16.513,613.62,0.392 +dp1-tp1-ep4-pp4-cp1-RC,12,other,Axpy,AI_VECTOR_CORE,512,928.76,1.56,1.813,2.38,0.014 +dp1-tp1-ep4-pp4-cp1-RC,12,other,ClipByValueV2,AI_VECTOR_CORE,512,9215.32,15.9,17.998,27.48,0.141 +dp1-tp1-ep4-pp4-cp1-RC,12,other,Cumsum,AI_CPU,512,19380.58,29.56,37.852,82.54,0.296 +dp1-tp1-ep4-pp4-cp1-RC,12,other,DSARandomUniform,DSA_SQE,1536,409404.88,1.36,266.539,1582.98,6.258 +dp1-tp1-ep4-pp4-cp1-RC,12,other,Fill,AI_VECTOR_CORE,16,27.52,1.5,1.72,2.08,0.0 +dp1-tp1-ep4-pp4-cp1-RC,12,other,GreaterEqual,AI_VECTOR_CORE,272,2918.7,4.38,10.73,17.88,0.045 +dp1-tp1-ep4-pp4-cp1-RC,12,other,HistogramV2,AI_VECTOR_CORE,256,8943.88,33.66,34.937,42.28,0.137 +dp1-tp1-ep4-pp4-cp1-RC,12,other,Index,AI_VECTOR_CORE,32,1383.7,40.54,43.24,49.8,0.021 +dp1-tp1-ep4-pp4-cp1-RC,12,other,IndexPutV2,AI_VECTOR_CORE,16,659.1,38.58,41.193,44.9,0.01 +dp1-tp1-ep4-pp4-cp1-RC,12,other,LessEqual,AI_VECTOR_CORE,256,2635.54,9.54,10.295,15.66,0.04 +dp1-tp1-ep4-pp4-cp1-RC,12,other,LinearIndex,AI_VECTOR_CORE,1280,9789.06,5.34,7.647,11.48,0.15 +dp1-tp1-ep4-pp4-cp1-RC,12,other,LogicalAnd,AI_VECTOR_CORE,256,956.54,3.44,3.736,4.54,0.015 +dp1-tp1-ep4-pp4-cp1-RC,12,other,LogicalNot,AI_VECTOR_CORE,32,51.4,1.36,1.606,1.86,0.001 +dp1-tp1-ep4-pp4-cp1-RC,12,other,LogicalOr,AI_VECTOR_CORE,528,950.72,1.46,1.8,2.9,0.015 +dp1-tp1-ep4-pp4-cp1-RC,12,other,MaskedFill,AI_VECTOR_CORE,512,5248.42,9.5,10.25,17.98,0.08 +dp1-tp1-ep4-pp4-cp1-RC,12,other,MaskedScatter,AI_VECTOR_CORE,128,3346.68,22.88,26.145,33.24,0.051 +dp1-tp1-ep4-pp4-cp1-RC,12,other,MaskedSelectV3,MIX_AIV,512,4450.56,6.78,8.692,18.92,0.068 +dp1-tp1-ep4-pp4-cp1-RC,12,other,ReduceSum,MIX_AIV,464,46873.6,1.34,101.02,580.0,0.716 +dp1-tp1-ep4-pp4-cp1-RC,12,other,ScatterAddWithSorted,AI_VECTOR_CORE,768,68340.18,38.8,88.984,233.72,1.045 +dp1-tp1-ep4-pp4-cp1-RC,12,other,ScatterElementsV2,AI_VECTOR_CORE,512,6354.16,10.04,12.41,17.2,0.097 +dp1-tp1-ep4-pp4-cp1-RC,12,other,SoftmaxV2,AI_VECTOR_CORE,512,7811.84,14.02,15.257,20.02,0.119 +dp1-tp1-ep4-pp4-cp1-RC,12,positional_encoding,RotaryPositionEmbedding,AI_VECTOR_CORE,512,23530.66,25.12,45.958,71.92,0.36 +dp1-tp1-ep4-pp4-cp1-RC,12,positional_encoding,RotaryPositionEmbeddingGrad,AI_VECTOR_CORE,256,14675.52,32.6,57.326,81.18,0.224 +dp1-tp1-ep4-pp4-cp1-RC,12,shape_transform,BroadcastTo,AI_VECTOR_CORE,272,508.2,1.54,1.868,2.88,0.008 +dp1-tp1-ep4-pp4-cp1-RC,12,shape_transform,Cast,AI_VECTOR_CORE,5601,56802.96,1.0,10.141,1037.02,0.868 +dp1-tp1-ep4-pp4-cp1-RC,12,shape_transform,ConcatD,AI_VECTOR_CORE,704,6086.48,2.56,8.645,35.74,0.093 +dp1-tp1-ep4-pp4-cp1-RC,12,shape_transform,NonZero,MIX_AIV,280,139157.9,5.32,496.992,630.44,2.127 +dp1-tp1-ep4-pp4-cp1-RC,12,shape_transform,Range,AI_VECTOR_CORE,160,1448.94,7.0,9.055,15.3,0.022 +dp1-tp1-ep4-pp4-cp1-RC,12,shape_transform,Slice,AI_VECTOR_CORE,2840,26550.84,2.68,9.348,40.66,0.406 +dp1-tp1-ep4-pp4-cp1-RC,12,shape_transform,Sort,MIX_AIV,1024,15072.5,9.62,14.719,36.8,0.23 +dp1-tp1-ep4-pp4-cp1-RC,12,shape_transform,Transpose,AI_VECTOR_CORE,128,1791.68,12.12,13.997,20.94,0.027 +dp1-tp1-ep4-pp4-cp1-RC,13,activation,SwiGlu,AI_VECTOR_CORE,256,72991.02,110.84,285.121,446.86,1.086 +dp1-tp1-ep4-pp4-cp1-RC,13,activation,SwiGluGrad,AI_VECTOR_CORE,128,66719.86,301.6,521.248,771.52,0.993 +dp1-tp1-ep4-pp4-cp1-RC,13,attention,FlashAttentionScore,MIX_AIC,256,301376.28,1160.92,1177.251,1247.12,4.485 +dp1-tp1-ep4-pp4-cp1-RC,13,attention,FlashAttentionScoreGrad,MIX_AIC,128,342314.58,2637.94,2674.332,2776.88,5.094 +dp1-tp1-ep4-pp4-cp1-RC,13,elementwise,Abs,AI_VECTOR_CORE,512,3551.88,6.56,6.937,11.2,0.053 +dp1-tp1-ep4-pp4-cp1-RC,13,elementwise,Add,AI_VECTOR_CORE,3713,555895.94,1.16,149.716,1935.84,8.273 +dp1-tp1-ep4-pp4-cp1-RC,13,elementwise,Cos,AI_VECTOR_CORE,512,7838.9,13.76,15.31,18.92,0.117 +dp1-tp1-ep4-pp4-cp1-RC,13,elementwise,Equal,AI_VECTOR_CORE,512,1814.24,3.12,3.543,4.16,0.027 +dp1-tp1-ep4-pp4-cp1-RC,13,elementwise,Exp,AI_VECTOR_CORE,16,12312.86,768.46,769.553,770.96,0.183 +dp1-tp1-ep4-pp4-cp1-RC,13,elementwise,Greater,AI_VECTOR_CORE,1048,5784.86,1.26,5.519,17.42,0.086 +dp1-tp1-ep4-pp4-cp1-RC,13,elementwise,Less,AI_VECTOR_CORE,16,74.94,4.42,4.683,4.96,0.001 +dp1-tp1-ep4-pp4-cp1-RC,13,elementwise,Log,AI_VECTOR_CORE,1040,4667.2,1.76,4.487,8.66,0.069 +dp1-tp1-ep4-pp4-cp1-RC,13,elementwise,Mul,AI_VECTOR_CORE,4408,200417.48,1.2,45.466,5754.84,2.983 +dp1-tp1-ep4-pp4-cp1-RC,13,elementwise,NotEqual,AI_VECTOR_CORE,24,53.86,2.08,2.244,2.46,0.001 +dp1-tp1-ep4-pp4-cp1-RC,13,elementwise,Pow,AI_VECTOR_CORE,64,282.66,4.06,4.416,4.94,0.004 +dp1-tp1-ep4-pp4-cp1-RC,13,elementwise,Pows,AI_VECTOR_CORE,36,124.32,2.72,3.453,4.5,0.002 +dp1-tp1-ep4-pp4-cp1-RC,13,elementwise,RealDiv,AI_VECTOR_CORE,1249,18665.9,1.24,14.944,726.3,0.278 +dp1-tp1-ep4-pp4-cp1-RC,13,elementwise,Reciprocal,AI_VECTOR_CORE,64,91.48,1.28,1.429,2.02,0.001 +dp1-tp1-ep4-pp4-cp1-RC,13,elementwise,Sin,AI_VECTOR_CORE,512,7619.74,13.02,14.882,22.7,0.113 +dp1-tp1-ep4-pp4-cp1-RC,13,elementwise,Sub,AI_VECTOR_CORE,1872,26740.12,1.48,14.284,780.44,0.398 +dp1-tp1-ep4-pp4-cp1-RC,13,indexing_or_embedding,GatherElements,AI_VECTOR_CORE,512,17560.8,28.72,34.298,41.66,0.261 +dp1-tp1-ep4-pp4-cp1-RC,13,indexing_or_embedding,GatherV2,AI_VECTOR_CORE,768,56067.56,15.62,73.004,375.68,0.834 +dp1-tp1-ep4-pp4-cp1-RC,13,matmul,GroupedMatmul,MIX_AIC,1024,2690354.98,949.2,2627.299,5461.2,40.037 +dp1-tp1-ep4-pp4-cp1-RC,13,matmul,MatMulV2,AI_CORE,512,31155.62,26.6,60.85,143.08,0.464 +dp1-tp1-ep4-pp4-cp1-RC,13,matmul,MatMulV3,AI_CORE,1040,858056.26,536.54,825.054,4895.72,12.769 +dp1-tp1-ep4-pp4-cp1-RC,13,matmul,MatMulV3,MIX_AIC,32,218440.9,4569.58,6826.278,9119.38,3.251 +dp1-tp1-ep4-pp4-cp1-RC,13,memory_init,MemSet,AI_VECTOR_CORE,1048,15457.84,4.76,14.749,53.0,0.23 +dp1-tp1-ep4-pp4-cp1-RC,13,memory_init,OnesLike,AI_VECTOR_CORE,66,98.04,1.22,1.485,2.1,0.001 +dp1-tp1-ep4-pp4-cp1-RC,13,memory_init,ZerosLike,AI_VECTOR_CORE,1705,50700.32,1.4,29.736,1688.32,0.755 +dp1-tp1-ep4-pp4-cp1-RC,13,memory_movement,TensorMove,AI_VECTOR_CORE,599,25936.1,9.02,43.298,1373.44,0.386 +dp1-tp1-ep4-pp4-cp1-RC,13,normalization,LayerNormGradV3,MIX_AIV,272,45571.14,158.38,167.54,216.3,0.678 +dp1-tp1-ep4-pp4-cp1-RC,13,normalization,LayerNormV4,AI_VECTOR_CORE,528,58347.4,105.54,110.506,165.0,0.868 +dp1-tp1-ep4-pp4-cp1-RC,13,normalization,LpNormV2,MIX_AIV,40,18040.0,5.64,451.0,2333.0,0.268 +dp1-tp1-ep4-pp4-cp1-RC,13,optimizer,ApplyAdamW,AI_VECTOR_CORE,32,74362.04,4.82,2323.813,5938.2,1.107 +dp1-tp1-ep4-pp4-cp1-RC,13,other,ArgMaxWithValue,AI_VECTOR_CORE,1552,25489.84,8.04,16.423,614.56,0.379 +dp1-tp1-ep4-pp4-cp1-RC,13,other,Axpy,AI_VECTOR_CORE,512,946.96,1.58,1.849,2.58,0.014 +dp1-tp1-ep4-pp4-cp1-RC,13,other,ClipByValueV2,AI_VECTOR_CORE,512,9196.18,15.1,17.961,28.18,0.137 +dp1-tp1-ep4-pp4-cp1-RC,13,other,Cumsum,AI_CPU,512,19603.74,30.06,38.288,86.92,0.292 +dp1-tp1-ep4-pp4-cp1-RC,13,other,DSARandomUniform,DSA_SQE,1536,409285.04,1.36,266.461,1582.82,6.091 +dp1-tp1-ep4-pp4-cp1-RC,13,other,Fill,AI_VECTOR_CORE,16,27.32,1.46,1.707,2.0,0.0 +dp1-tp1-ep4-pp4-cp1-RC,13,other,GreaterEqual,AI_VECTOR_CORE,272,2839.7,4.22,10.44,17.94,0.042 +dp1-tp1-ep4-pp4-cp1-RC,13,other,HistogramV2,AI_VECTOR_CORE,256,9161.26,34.52,35.786,42.14,0.136 +dp1-tp1-ep4-pp4-cp1-RC,13,other,Index,AI_VECTOR_CORE,32,1382.62,41.0,43.206,45.48,0.021 +dp1-tp1-ep4-pp4-cp1-RC,13,other,IndexPutV2,AI_VECTOR_CORE,16,660.58,38.94,41.286,45.18,0.01 +dp1-tp1-ep4-pp4-cp1-RC,13,other,LessEqual,AI_VECTOR_CORE,256,2773.9,10.0,10.835,17.18,0.041 +dp1-tp1-ep4-pp4-cp1-RC,13,other,LinearIndex,AI_VECTOR_CORE,1280,10037.7,5.38,7.841,11.12,0.149 +dp1-tp1-ep4-pp4-cp1-RC,13,other,LogicalAnd,AI_VECTOR_CORE,256,985.04,3.58,3.847,11.38,0.015 +dp1-tp1-ep4-pp4-cp1-RC,13,other,LogicalNot,AI_VECTOR_CORE,32,50.42,1.34,1.575,1.82,0.001 +dp1-tp1-ep4-pp4-cp1-RC,13,other,LogicalOr,AI_VECTOR_CORE,528,951.36,1.46,1.801,2.68,0.014 +dp1-tp1-ep4-pp4-cp1-RC,13,other,MaskedFill,AI_VECTOR_CORE,512,5259.74,9.36,10.272,17.86,0.078 +dp1-tp1-ep4-pp4-cp1-RC,13,other,MaskedScatter,AI_VECTOR_CORE,128,3329.8,22.66,26.014,30.8,0.05 +dp1-tp1-ep4-pp4-cp1-RC,13,other,MaskedSelectV3,MIX_AIV,512,4415.0,6.42,8.623,20.94,0.066 +dp1-tp1-ep4-pp4-cp1-RC,13,other,ReduceSum,MIX_AIV,464,46844.88,1.3,100.958,577.38,0.697 +dp1-tp1-ep4-pp4-cp1-RC,13,other,ScatterAddWithSorted,AI_VECTOR_CORE,768,75023.82,36.82,97.687,221.44,1.116 +dp1-tp1-ep4-pp4-cp1-RC,13,other,ScatterElementsV2,AI_VECTOR_CORE,512,6303.72,10.04,12.311,16.46,0.094 +dp1-tp1-ep4-pp4-cp1-RC,13,other,SoftmaxV2,AI_VECTOR_CORE,512,7900.34,14.2,15.43,20.6,0.118 +dp1-tp1-ep4-pp4-cp1-RC,13,positional_encoding,RotaryPositionEmbedding,AI_VECTOR_CORE,512,23461.62,25.16,45.823,72.14,0.349 +dp1-tp1-ep4-pp4-cp1-RC,13,positional_encoding,RotaryPositionEmbeddingGrad,AI_VECTOR_CORE,256,14591.72,31.88,56.998,80.94,0.217 +dp1-tp1-ep4-pp4-cp1-RC,13,shape_transform,BroadcastTo,AI_VECTOR_CORE,272,537.44,1.54,1.975,3.02,0.008 +dp1-tp1-ep4-pp4-cp1-RC,13,shape_transform,Cast,AI_VECTOR_CORE,5600,56399.84,1.0,10.071,1035.76,0.839 +dp1-tp1-ep4-pp4-cp1-RC,13,shape_transform,ConcatD,AI_VECTOR_CORE,704,6018.62,2.54,8.549,38.58,0.09 +dp1-tp1-ep4-pp4-cp1-RC,13,shape_transform,NonZero,MIX_AIV,280,139937.66,5.4,499.777,630.9,2.083 +dp1-tp1-ep4-pp4-cp1-RC,13,shape_transform,Range,AI_VECTOR_CORE,160,1497.3,6.86,9.358,15.9,0.022 +dp1-tp1-ep4-pp4-cp1-RC,13,shape_transform,Slice,AI_VECTOR_CORE,2840,27152.4,2.66,9.56,37.12,0.404 +dp1-tp1-ep4-pp4-cp1-RC,13,shape_transform,Sort,MIX_AIV,1024,16211.74,9.5,15.831,40.38,0.241 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+dp1-tp1-ep4-pp4-cp1-RC,14,elementwise,Greater,AI_VECTOR_CORE,1048,5302.96,1.26,5.06,15.38,0.079 +dp1-tp1-ep4-pp4-cp1-RC,14,elementwise,Less,AI_VECTOR_CORE,16,75.82,4.34,4.738,5.06,0.001 +dp1-tp1-ep4-pp4-cp1-RC,14,elementwise,Log,AI_VECTOR_CORE,1040,5081.0,1.8,4.885,8.48,0.076 +dp1-tp1-ep4-pp4-cp1-RC,14,elementwise,Mul,AI_VECTOR_CORE,4417,199664.82,1.18,45.203,5744.9,2.968 +dp1-tp1-ep4-pp4-cp1-RC,14,elementwise,NotEqual,AI_VECTOR_CORE,24,54.94,2.06,2.289,2.52,0.001 +dp1-tp1-ep4-pp4-cp1-RC,14,elementwise,Pow,AI_VECTOR_CORE,64,277.66,4.0,4.338,4.94,0.004 +dp1-tp1-ep4-pp4-cp1-RC,14,elementwise,Pows,AI_VECTOR_CORE,45,157.18,2.84,3.492,4.26,0.002 +dp1-tp1-ep4-pp4-cp1-RC,14,elementwise,RealDiv,AI_VECTOR_CORE,1249,19294.0,1.24,15.447,725.6,0.287 +dp1-tp1-ep4-pp4-cp1-RC,14,elementwise,Reciprocal,AI_VECTOR_CORE,64,90.04,1.26,1.406,1.8,0.001 +dp1-tp1-ep4-pp4-cp1-RC,14,elementwise,Sin,AI_VECTOR_CORE,512,7895.82,13.54,15.421,20.4,0.117 +dp1-tp1-ep4-pp4-cp1-RC,14,elementwise,Sub,AI_VECTOR_CORE,1872,26704.52,1.5,14.265,780.78,0.397 +dp1-tp1-ep4-pp4-cp1-RC,14,indexing_or_embedding,GatherElements,AI_VECTOR_CORE,512,17778.58,29.24,34.723,53.86,0.264 +dp1-tp1-ep4-pp4-cp1-RC,14,indexing_or_embedding,GatherV2,AI_VECTOR_CORE,768,56123.16,15.22,73.077,214.66,0.834 +dp1-tp1-ep4-pp4-cp1-RC,14,matmul,GroupedMatmul,MIX_AIC,1024,2700263.48,813.14,2636.976,6666.06,40.136 +dp1-tp1-ep4-pp4-cp1-RC,14,matmul,MatMulV2,AI_CORE,512,30999.64,25.8,60.546,143.96,0.461 +dp1-tp1-ep4-pp4-cp1-RC,14,matmul,MatMulV3,AI_CORE,1040,857807.48,530.06,824.814,4898.8,12.75 +dp1-tp1-ep4-pp4-cp1-RC,14,matmul,MatMulV3,MIX_AIC,32,219045.08,4577.6,6845.158,9137.6,3.256 +dp1-tp1-ep4-pp4-cp1-RC,14,memory_init,MemSet,AI_VECTOR_CORE,1048,14360.3,5.26,13.702,52.66,0.213 +dp1-tp1-ep4-pp4-cp1-RC,14,memory_init,OnesLike,AI_VECTOR_CORE,66,97.14,1.22,1.471,1.74,0.001 +dp1-tp1-ep4-pp4-cp1-RC,14,memory_init,ZerosLike,AI_VECTOR_CORE,1705,51058.1,1.54,29.946,1688.0,0.759 +dp1-tp1-ep4-pp4-cp1-RC,14,memory_movement,TensorMove,AI_VECTOR_CORE,598,26128.48,9.72,43.693,1367.7,0.388 +dp1-tp1-ep4-pp4-cp1-RC,14,normalization,LayerNormGradV3,MIX_AIV,272,45973.38,158.52,169.019,200.14,0.683 +dp1-tp1-ep4-pp4-cp1-RC,14,normalization,LayerNormV4,AI_VECTOR_CORE,528,58679.36,105.86,111.135,135.0,0.872 +dp1-tp1-ep4-pp4-cp1-RC,14,normalization,LpNormV2,MIX_AIV,49,18108.32,5.8,369.557,2316.7,0.269 +dp1-tp1-ep4-pp4-cp1-RC,14,optimizer,ApplyAdamW,AI_VECTOR_CORE,41,74337.26,4.28,1813.103,5924.88,1.105 +dp1-tp1-ep4-pp4-cp1-RC,14,other,ArgMaxWithValue,AI_VECTOR_CORE,1552,26224.26,8.18,16.897,615.04,0.39 +dp1-tp1-ep4-pp4-cp1-RC,14,other,Axpy,AI_VECTOR_CORE,512,946.98,1.58,1.849,2.32,0.014 +dp1-tp1-ep4-pp4-cp1-RC,14,other,ClipByValueV2,AI_VECTOR_CORE,512,9460.94,15.66,18.478,27.94,0.141 +dp1-tp1-ep4-pp4-cp1-RC,14,other,Cumsum,AI_CPU,512,19462.8,30.48,38.013,87.68,0.289 +dp1-tp1-ep4-pp4-cp1-RC,14,other,DSARandomUniform,DSA_SQE,1536,409280.22,1.36,266.458,1585.5,6.083 +dp1-tp1-ep4-pp4-cp1-RC,14,other,Fill,AI_VECTOR_CORE,16,27.08,1.52,1.692,2.06,0.0 +dp1-tp1-ep4-pp4-cp1-RC,14,other,GreaterEqual,AI_VECTOR_CORE,272,2899.06,4.44,10.658,18.0,0.043 +dp1-tp1-ep4-pp4-cp1-RC,14,other,HistogramV2,AI_VECTOR_CORE,256,8969.84,33.38,35.038,41.64,0.133 +dp1-tp1-ep4-pp4-cp1-RC,14,other,Index,AI_VECTOR_CORE,32,1365.14,40.42,42.66,46.28,0.02 +dp1-tp1-ep4-pp4-cp1-RC,14,other,IndexPutV2,AI_VECTOR_CORE,16,660.4,39.52,41.275,42.7,0.01 +dp1-tp1-ep4-pp4-cp1-RC,14,other,LessEqual,AI_VECTOR_CORE,256,2771.46,10.0,10.826,17.42,0.041 +dp1-tp1-ep4-pp4-cp1-RC,14,other,LinearIndex,AI_VECTOR_CORE,1280,9810.54,5.3,7.664,11.38,0.146 +dp1-tp1-ep4-pp4-cp1-RC,14,other,LogicalAnd,AI_VECTOR_CORE,256,971.98,3.54,3.796,4.94,0.014 +dp1-tp1-ep4-pp4-cp1-RC,14,other,LogicalNot,AI_VECTOR_CORE,32,53.36,1.36,1.667,2.18,0.001 +dp1-tp1-ep4-pp4-cp1-RC,14,other,LogicalOr,AI_VECTOR_CORE,528,952.0,1.48,1.803,2.82,0.014 +dp1-tp1-ep4-pp4-cp1-RC,14,other,MaskedFill,AI_VECTOR_CORE,512,4874.62,8.7,9.52,16.02,0.072 +dp1-tp1-ep4-pp4-cp1-RC,14,other,MaskedScatter,AI_VECTOR_CORE,128,3249.72,21.36,25.388,33.78,0.048 +dp1-tp1-ep4-pp4-cp1-RC,14,other,MaskedSelectV3,MIX_AIV,512,4408.04,6.34,8.609,19.32,0.066 +dp1-tp1-ep4-pp4-cp1-RC,14,other,ReduceSum,MIX_AIV,464,47408.58,1.36,102.173,580.84,0.705 +dp1-tp1-ep4-pp4-cp1-RC,14,other,ScatterAddWithSorted,AI_VECTOR_CORE,768,74067.9,32.9,96.442,266.4,1.101 +dp1-tp1-ep4-pp4-cp1-RC,14,other,ScatterElementsV2,AI_VECTOR_CORE,512,6316.6,10.1,12.337,16.32,0.094 +dp1-tp1-ep4-pp4-cp1-RC,14,other,SoftmaxV2,AI_VECTOR_CORE,512,8137.3,14.66,15.893,20.62,0.121 +dp1-tp1-ep4-pp4-cp1-RC,14,positional_encoding,RotaryPositionEmbedding,AI_VECTOR_CORE,512,23575.06,25.32,46.045,78.56,0.35 +dp1-tp1-ep4-pp4-cp1-RC,14,positional_encoding,RotaryPositionEmbeddingGrad,AI_VECTOR_CORE,256,14535.96,32.44,56.781,81.46,0.216 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+dp1-tp1-ep4-pp4-cp1-RC,15,elementwise,Mul,AI_VECTOR_CORE,4419,194273.88,1.16,43.963,5729.46,2.987 +dp1-tp1-ep4-pp4-cp1-RC,15,elementwise,NotEqual,AI_VECTOR_CORE,24,55.02,2.1,2.292,2.62,0.001 +dp1-tp1-ep4-pp4-cp1-RC,15,elementwise,Pow,AI_VECTOR_CORE,64,281.88,4.06,4.404,5.16,0.004 +dp1-tp1-ep4-pp4-cp1-RC,15,elementwise,Pows,AI_VECTOR_CORE,47,159.16,2.26,3.386,4.24,0.002 +dp1-tp1-ep4-pp4-cp1-RC,15,elementwise,RealDiv,AI_VECTOR_CORE,1249,18960.78,1.2,15.18,728.46,0.292 +dp1-tp1-ep4-pp4-cp1-RC,15,elementwise,Reciprocal,AI_VECTOR_CORE,64,88.98,1.24,1.39,1.8,0.001 +dp1-tp1-ep4-pp4-cp1-RC,15,elementwise,Sin,AI_VECTOR_CORE,512,7496.16,12.78,14.64,18.06,0.115 +dp1-tp1-ep4-pp4-cp1-RC,15,elementwise,Sub,AI_VECTOR_CORE,1872,27058.78,1.5,14.454,776.84,0.416 +dp1-tp1-ep4-pp4-cp1-RC,15,indexing_or_embedding,GatherElements,AI_VECTOR_CORE,512,17233.62,28.72,33.659,42.46,0.265 +dp1-tp1-ep4-pp4-cp1-RC,15,indexing_or_embedding,GatherV2,AI_VECTOR_CORE,768,50933.44,15.48,66.319,198.32,0.783 +dp1-tp1-ep4-pp4-cp1-RC,15,matmul,GroupedMatmul,MIX_AIC,1024,2505633.2,879.02,2446.907,5315.52,38.526 +dp1-tp1-ep4-pp4-cp1-RC,15,matmul,MatMulV2,AI_CORE,512,30973.18,25.88,60.494,143.52,0.476 +dp1-tp1-ep4-pp4-cp1-RC,15,matmul,MatMulV3,AI_CORE,1040,858564.5,534.84,825.542,4937.7,13.201 +dp1-tp1-ep4-pp4-cp1-RC,15,matmul,MatMulV3,MIX_AIC,32,218480.52,4580.48,6827.516,9110.74,3.359 +dp1-tp1-ep4-pp4-cp1-RC,15,memory_init,MemSet,AI_VECTOR_CORE,1048,15778.74,4.64,15.056,53.92,0.243 +dp1-tp1-ep4-pp4-cp1-RC,15,memory_init,OnesLike,AI_VECTOR_CORE,66,99.7,1.26,1.51,2.04,0.002 +dp1-tp1-ep4-pp4-cp1-RC,15,memory_init,ZerosLike,AI_VECTOR_CORE,1705,49851.98,1.38,29.238,1696.28,0.767 +dp1-tp1-ep4-pp4-cp1-RC,15,memory_movement,TensorMove,AI_VECTOR_CORE,601,26428.02,10.16,43.973,1356.12,0.406 +dp1-tp1-ep4-pp4-cp1-RC,15,normalization,LayerNormGradV3,MIX_AIV,272,45505.74,159.8,167.3,205.48,0.7 +dp1-tp1-ep4-pp4-cp1-RC,15,normalization,LayerNormV4,AI_VECTOR_CORE,528,58362.46,105.22,110.534,126.12,0.897 +dp1-tp1-ep4-pp4-cp1-RC,15,normalization,LpNormV2,MIX_AIV,51,18204.94,5.68,356.959,2307.58,0.28 +dp1-tp1-ep4-pp4-cp1-RC,15,optimizer,ApplyAdamW,AI_VECTOR_CORE,43,74352.78,4.32,1729.134,5934.24,1.143 +dp1-tp1-ep4-pp4-cp1-RC,15,other,ArgMaxWithValue,AI_VECTOR_CORE,1552,24750.74,8.1,15.947,616.64,0.381 +dp1-tp1-ep4-pp4-cp1-RC,15,other,Axpy,AI_VECTOR_CORE,512,947.2,1.56,1.85,2.66,0.015 +dp1-tp1-ep4-pp4-cp1-RC,15,other,ClipByValueV2,AI_VECTOR_CORE,512,9212.66,15.82,17.993,27.86,0.142 +dp1-tp1-ep4-pp4-cp1-RC,15,other,Cumsum,AI_CPU,512,19363.84,28.78,37.82,80.7,0.298 +dp1-tp1-ep4-pp4-cp1-RC,15,other,DSARandomUniform,DSA_SQE,1536,409264.3,1.36,266.448,1582.68,6.293 +dp1-tp1-ep4-pp4-cp1-RC,15,other,Fill,AI_VECTOR_CORE,16,25.94,1.38,1.621,1.86,0.0 +dp1-tp1-ep4-pp4-cp1-RC,15,other,GreaterEqual,AI_VECTOR_CORE,272,2791.4,4.34,10.262,17.22,0.043 +dp1-tp1-ep4-pp4-cp1-RC,15,other,HistogramV2,AI_VECTOR_CORE,256,9165.9,34.38,35.804,40.36,0.141 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+dp1-tp2-ep8-pp1-cp1-RC,13,matmul,MatMulV2,AI_CORE,1792,387451.04,19.76,216.211,691.08,5.326 +dp1-tp2-ep8-pp1-cp1-RC,13,matmul,MatMulV3,AI_CORE,1288,538204.32,268.64,417.86,3486.34,7.398 +dp1-tp2-ep8-pp1-cp1-RC,13,matmul,MatMulV3,MIX_AIC,16,52332.72,2537.04,3270.795,4000.28,0.719 +dp1-tp2-ep8-pp1-cp1-RC,13,memory_init,MemSet,AI_VECTOR_CORE,2080,24610.16,4.74,11.831,161.1,0.338 +dp1-tp2-ep8-pp1-cp1-RC,13,memory_init,OnesLike,AI_VECTOR_CORE,10,14.4,1.14,1.44,1.8,0.0 +dp1-tp2-ep8-pp1-cp1-RC,13,memory_init,ZerosLike,AI_VECTOR_CORE,3348,167595.88,1.54,50.058,6715.3,2.304 +dp1-tp2-ep8-pp1-cp1-RC,13,memory_movement,TensorMove,AI_VECTOR_CORE,1130,25250.26,6.92,22.345,341.04,0.347 +dp1-tp2-ep8-pp1-cp1-RC,13,normalization,LayerNormGradV3,MIX_AIV,520,49548.62,87.96,95.285,151.12,0.681 +dp1-tp2-ep8-pp1-cp1-RC,13,normalization,LayerNormV4,AI_VECTOR_CORE,1032,67279.12,59.66,65.192,80.56,0.925 +dp1-tp2-ep8-pp1-cp1-RC,13,normalization,LpNormV2,MIX_AIV,148,22630.86,11.0,152.911,375.96,0.311 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+dp1-tp2-ep8-pp1-cp1-RC,13,other,IndexPutV2,AI_VECTOR_CORE,8,319.02,38.48,39.877,41.18,0.004 +dp1-tp2-ep8-pp1-cp1-RC,13,other,LessEqual,AI_VECTOR_CORE,512,6608.52,11.54,12.907,19.16,0.091 +dp1-tp2-ep8-pp1-cp1-RC,13,other,LinearIndex,AI_VECTOR_CORE,2560,19675.56,5.32,7.685,10.4,0.27 +dp1-tp2-ep8-pp1-cp1-RC,13,other,LogicalAnd,AI_VECTOR_CORE,512,2958.38,5.44,5.778,7.1,0.041 +dp1-tp2-ep8-pp1-cp1-RC,13,other,LogicalNot,AI_VECTOR_CORE,32,51.62,1.38,1.613,2.72,0.001 +dp1-tp2-ep8-pp1-cp1-RC,13,other,LogicalOr,AI_VECTOR_CORE,1040,1866.4,1.3,1.794,3.1,0.026 +dp1-tp2-ep8-pp1-cp1-RC,13,other,MaskedFill,AI_VECTOR_CORE,1024,8395.48,7.44,8.198,13.92,0.115 +dp1-tp2-ep8-pp1-cp1-RC,13,other,MaskedScatter,AI_VECTOR_CORE,256,10137.32,34.06,39.598,49.54,0.139 +dp1-tp2-ep8-pp1-cp1-RC,13,other,MaskedSelectV3,MIX_AIV,1024,10689.66,7.54,10.439,14.6,0.147 +dp1-tp2-ep8-pp1-cp1-RC,13,other,ReduceSum,MIX_AIV,808,52308.68,1.3,64.738,355.08,0.719 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+dp1-tp2-ep8-pp1-cp1-RC,14,elementwise,Add,AI_VECTOR_CORE,7067,370446.24,1.06,52.419,691.68,5.23 +dp1-tp2-ep8-pp1-cp1-RC,14,elementwise,Cos,AI_VECTOR_CORE,1024,15636.78,13.66,15.27,19.72,0.221 +dp1-tp2-ep8-pp1-cp1-RC,14,elementwise,Equal,AI_VECTOR_CORE,1024,2697.22,2.32,2.634,3.26,0.038 +dp1-tp2-ep8-pp1-cp1-RC,14,elementwise,Exp,AI_VECTOR_CORE,8,2710.32,337.86,338.79,340.16,0.038 +dp1-tp2-ep8-pp1-cp1-RC,14,elementwise,Greater,AI_VECTOR_CORE,2072,8808.14,1.26,4.251,12.0,0.124 +dp1-tp2-ep8-pp1-cp1-RC,14,elementwise,Less,AI_VECTOR_CORE,16,74.38,4.32,4.648,4.98,0.001 +dp1-tp2-ep8-pp1-cp1-RC,14,elementwise,Log,AI_VECTOR_CORE,2056,8761.26,1.94,4.261,6.64,0.124 +dp1-tp2-ep8-pp1-cp1-RC,14,elementwise,Mul,AI_VECTOR_CORE,8196,250041.18,1.26,30.507,415.26,3.53 +dp1-tp2-ep8-pp1-cp1-RC,14,elementwise,Muls,AI_VECTOR_CORE,16,437.94,15.88,27.371,46.9,0.006 +dp1-tp2-ep8-pp1-cp1-RC,14,elementwise,NotEqual,AI_VECTOR_CORE,58,124.08,1.9,2.139,2.6,0.002 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+dp1-tp2-ep8-pp1-cp1-RC,14,other,IndexPutV2,AI_VECTOR_CORE,8,320.24,39.04,40.03,41.08,0.005 +dp1-tp2-ep8-pp1-cp1-RC,14,other,LessEqual,AI_VECTOR_CORE,512,6293.98,11.36,12.292,18.5,0.089 +dp1-tp2-ep8-pp1-cp1-RC,14,other,LinearIndex,AI_VECTOR_CORE,2560,19643.14,5.32,7.673,10.18,0.277 +dp1-tp2-ep8-pp1-cp1-RC,14,other,LogicalAnd,AI_VECTOR_CORE,512,2899.66,5.44,5.663,6.88,0.041 +dp1-tp2-ep8-pp1-cp1-RC,14,other,LogicalNot,AI_VECTOR_CORE,32,51.62,1.36,1.613,2.08,0.001 +dp1-tp2-ep8-pp1-cp1-RC,14,other,LogicalOr,AI_VECTOR_CORE,1040,1888.28,1.34,1.815,5.42,0.027 +dp1-tp2-ep8-pp1-cp1-RC,14,other,MaskedFill,AI_VECTOR_CORE,1024,8402.28,7.48,8.205,14.16,0.119 +dp1-tp2-ep8-pp1-cp1-RC,14,other,MaskedScatter,AI_VECTOR_CORE,256,9802.98,32.2,38.292,47.78,0.138 +dp1-tp2-ep8-pp1-cp1-RC,14,other,MaskedSelectV3,MIX_AIV,1024,10721.2,7.42,10.469,15.02,0.151 +dp1-tp2-ep8-pp1-cp1-RC,14,other,ReduceSum,MIX_AIV,808,51062.46,1.28,63.196,357.4,0.721 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+dp1-tp4-ep1-pp4-cp1-RC,14,other,LessEqual,AI_VECTOR_CORE,1024,6164.0,5.58,6.019,7.76,0.059 +dp1-tp4-ep1-pp4-cp1-RC,14,other,LinearIndex,AI_VECTOR_CORE,5120,39021.66,4.44,7.621,11.98,0.376 +dp1-tp4-ep1-pp4-cp1-RC,14,other,LogicalAnd,AI_VECTOR_CORE,1024,2091.1,1.76,2.042,2.88,0.02 +dp1-tp4-ep1-pp4-cp1-RC,14,other,LogicalNot,AI_VECTOR_CORE,128,204.46,1.4,1.597,2.04,0.002 +dp1-tp4-ep1-pp4-cp1-RC,14,other,LogicalOr,AI_VECTOR_CORE,2112,3405.72,1.28,1.612,2.72,0.033 +dp1-tp4-ep1-pp4-cp1-RC,14,other,MaskedFill,AI_VECTOR_CORE,2048,11821.84,5.16,5.772,8.64,0.114 +dp1-tp4-ep1-pp4-cp1-RC,14,other,MaskedScatter,AI_VECTOR_CORE,512,7661.86,14.06,14.964,18.68,0.074 +dp1-tp4-ep1-pp4-cp1-RC,14,other,MaskedSelectV3,MIX_AIV,2048,13698.6,5.34,6.688,21.12,0.132 +dp1-tp4-ep1-pp4-cp1-RC,14,other,ReduceSum,MIX_AIV,1856,83091.76,1.28,44.769,123.6,0.802 +dp1-tp4-ep1-pp4-cp1-RC,14,other,ScatterAddWithSorted,AI_VECTOR_CORE,3072,217408.84,46.38,70.771,137.24,2.097 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+dp1-tp4-ep1-pp4-cp1-RC,14,shape_transform,Slice,AI_VECTOR_CORE,11288,73775.84,2.6,6.535,31.82,0.712 +dp1-tp4-ep1-pp4-cp1-RC,14,shape_transform,Sort,MIX_AIV,4096,51042.98,11.38,12.461,20.58,0.492 +dp1-tp4-ep1-pp4-cp1-RC,14,shape_transform,Transpose,AI_VECTOR_CORE,512,6708.1,11.8,13.101,18.68,0.065 +dp1-tp4-ep1-pp4-cp1-RC,15,activation,SwiGlu,AI_VECTOR_CORE,1024,60892.52,54.8,59.465,72.94,0.587 +dp1-tp4-ep1-pp4-cp1-RC,15,activation,SwiGluGrad,AI_VECTOR_CORE,512,80687.92,137.76,157.593,176.64,0.778 +dp1-tp4-ep1-pp4-cp1-RC,15,attention,FlashAttentionScore,MIX_AIC,1024,389564.18,371.14,380.433,394.56,3.758 +dp1-tp4-ep1-pp4-cp1-RC,15,attention,FlashAttentionScoreGrad,MIX_AIC,512,359698.62,684.06,702.536,727.08,3.47 +dp1-tp4-ep1-pp4-cp1-RC,15,elementwise,Abs,AI_VECTOR_CORE,2048,7660.44,3.32,3.74,4.46,0.074 +dp1-tp4-ep1-pp4-cp1-RC,15,elementwise,Add,AI_VECTOR_CORE,14763,1715511.34,1.16,116.203,2011.72,16.55 +dp1-tp4-ep1-pp4-cp1-RC,15,elementwise,Cos,AI_VECTOR_CORE,2048,32275.0,14.12,15.759,20.34,0.311 +dp1-tp4-ep1-pp4-cp1-RC,15,elementwise,Equal,AI_VECTOR_CORE,2048,4964.44,2.02,2.424,3.32,0.048 +dp1-tp4-ep1-pp4-cp1-RC,15,elementwise,Exp,AI_VECTOR_CORE,64,2864.5,44.02,44.757,48.84,0.028 +dp1-tp4-ep1-pp4-cp1-RC,15,elementwise,Greater,AI_VECTOR_CORE,4120,12180.02,1.22,2.956,5.98,0.118 +dp1-tp4-ep1-pp4-cp1-RC,15,elementwise,Less,AI_VECTOR_CORE,64,286.56,4.14,4.477,4.96,0.003 +dp1-tp4-ep1-pp4-cp1-RC,15,elementwise,Log,AI_VECTOR_CORE,4160,12850.82,1.98,3.089,4.58,0.124 +dp1-tp4-ep1-pp4-cp1-RC,15,elementwise,Mul,AI_VECTOR_CORE,17564,418883.54,1.2,23.848,1374.28,4.041 +dp1-tp4-ep1-pp4-cp1-RC,15,elementwise,NotEqual,AI_VECTOR_CORE,68,146.92,1.94,2.16,2.62,0.001 +dp1-tp4-ep1-pp4-cp1-RC,15,elementwise,Pow,AI_VECTOR_CORE,256,1149.38,4.22,4.489,5.06,0.011 +dp1-tp4-ep1-pp4-cp1-RC,15,elementwise,Pows,AI_VECTOR_CORE,44,144.94,2.52,3.294,3.9,0.001 +dp1-tp4-ep1-pp4-cp1-RC,15,elementwise,RealDiv,AI_VECTOR_CORE,4993,25820.4,1.2,5.171,139.5,0.249 +dp1-tp4-ep1-pp4-cp1-RC,15,elementwise,Reciprocal,AI_VECTOR_CORE,256,367.02,1.26,1.433,1.9,0.004 +dp1-tp4-ep1-pp4-cp1-RC,15,elementwise,Sin,AI_VECTOR_CORE,2048,31535.7,13.18,15.398,19.12,0.304 +dp1-tp4-ep1-pp4-cp1-RC,15,elementwise,Sub,AI_VECTOR_CORE,7488,49520.28,1.44,6.613,161.6,0.478 +dp1-tp4-ep1-pp4-cp1-RC,15,indexing_or_embedding,GatherElements,AI_VECTOR_CORE,2048,33242.32,11.9,16.231,24.16,0.321 +dp1-tp4-ep1-pp4-cp1-RC,15,indexing_or_embedding,GatherV2,AI_VECTOR_CORE,3072,134610.52,25.8,43.818,112.62,1.299 +dp1-tp4-ep1-pp4-cp1-RC,15,matmul,GroupedMatmul,MIX_AIC,4096,3904786.66,544.78,953.317,1418.22,37.672 +dp1-tp4-ep1-pp4-cp1-RC,15,matmul,MatMulV2,AI_CORE,3072,205950.32,12.1,67.041,214.96,1.987 +dp1-tp4-ep1-pp4-cp1-RC,15,matmul,MatMulV3,AI_CORE,3136,733360.72,142.98,233.852,1225.7,7.075 +dp1-tp4-ep1-pp4-cp1-RC,15,matmul,MatMulV3,MIX_AIC,128,151902.74,1161.9,1186.74,1347.82,1.465 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+dp1-tp4-ep1-pp4-cp1-RC,15,other,ClipByValueV2,AI_VECTOR_CORE,2048,30335.9,13.28,14.812,22.56,0.293 +dp1-tp4-ep1-pp4-cp1-RC,15,other,Cumsum,AI_CPU,2048,76046.78,29.36,37.132,94.1,0.734 +dp1-tp4-ep1-pp4-cp1-RC,15,other,DSARandomUniform,DSA_SQE,6144,415109.16,1.08,67.563,397.0,4.005 +dp1-tp4-ep1-pp4-cp1-RC,15,other,Fill,AI_VECTOR_CORE,64,96.5,1.34,1.507,1.84,0.001 +dp1-tp4-ep1-pp4-cp1-RC,15,other,GreaterEqual,AI_VECTOR_CORE,1088,6263.28,4.22,5.756,6.82,0.06 +dp1-tp4-ep1-pp4-cp1-RC,15,other,HistogramV2,AI_VECTOR_CORE,1024,18144.04,16.36,17.718,23.86,0.175 +dp1-tp4-ep1-pp4-cp1-RC,15,other,Index,AI_VECTOR_CORE,128,3762.4,28.62,29.393,35.12,0.036 +dp1-tp4-ep1-pp4-cp1-RC,15,other,IndexPutV2,AI_VECTOR_CORE,64,2572.4,37.86,40.193,45.8,0.025 +dp1-tp4-ep1-pp4-cp1-RC,15,other,LessEqual,AI_VECTOR_CORE,1024,6184.3,5.54,6.039,7.38,0.06 +dp1-tp4-ep1-pp4-cp1-RC,15,other,LinearIndex,AI_VECTOR_CORE,5120,38953.36,4.48,7.608,11.86,0.376 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+dp1-tp4-ep1-pp4-cp1-noRC,11,elementwise,Pow,AI_VECTOR_CORE,256,1231.26,4.2,4.809,5.4,0.016 +dp1-tp4-ep1-pp4-cp1-noRC,11,elementwise,Pows,AI_VECTOR_CORE,42,146.78,2.62,3.494,4.6,0.002 +dp1-tp4-ep1-pp4-cp1-noRC,11,elementwise,RealDiv,AI_VECTOR_CORE,2560,8179.86,1.34,3.195,4.36,0.107 +dp1-tp4-ep1-pp4-cp1-noRC,11,elementwise,Reciprocal,AI_VECTOR_CORE,256,360.1,1.28,1.406,1.68,0.005 +dp1-tp4-ep1-pp4-cp1-noRC,11,elementwise,Sin,AI_VECTOR_CORE,1024,15028.26,12.38,14.676,17.72,0.196 +dp1-tp4-ep1-pp4-cp1-noRC,11,elementwise,Sub,AI_VECTOR_CORE,3584,18835.7,1.54,5.255,11.36,0.246 +dp1-tp4-ep1-pp4-cp1-noRC,11,indexing_or_embedding,GatherElements,AI_VECTOR_CORE,1024,16556.52,11.92,16.168,25.76,0.216 +dp1-tp4-ep1-pp4-cp1-noRC,11,indexing_or_embedding,GatherV2,AI_VECTOR_CORE,2048,119673.52,28.48,58.434,187.9,1.561 +dp1-tp4-ep1-pp4-cp1-noRC,11,matmul,GroupedMatmul,MIX_AIC,3072,2902961.16,545.04,944.974,1416.46,37.875 +dp1-tp4-ep1-pp4-cp1-noRC,11,matmul,MatMulV2,AI_CORE,2560,194679.12,12.8,76.046,354.4,2.54 +dp1-tp4-ep1-pp4-cp1-noRC,11,matmul,MatMulV3,AI_CORE,2048,484855.62,143.88,236.745,551.44,6.326 +dp1-tp4-ep1-pp4-cp1-noRC,11,memory_init,MemSet,AI_VECTOR_CORE,2584,31286.02,5.3,12.107,21.02,0.408 +dp1-tp4-ep1-pp4-cp1-noRC,11,memory_init,OnesLike,AI_VECTOR_CORE,258,357.98,1.2,1.387,1.88,0.005 +dp1-tp4-ep1-pp4-cp1-noRC,11,memory_init,ZerosLike,AI_VECTOR_CORE,5637,73404.36,1.58,13.021,1742.68,0.958 +dp1-tp4-ep1-pp4-cp1-noRC,11,memory_movement,TensorMove,AI_VECTOR_CORE,1056,27056.02,7.42,25.621,1364.8,0.353 +dp1-tp4-ep1-pp4-cp1-noRC,11,normalization,LayerNormGradV3,MIX_AIV,1024,61299.24,54.54,59.862,72.1,0.8 +dp1-tp4-ep1-pp4-cp1-noRC,11,normalization,LayerNormV4,AI_VECTOR_CORE,1024,41140.62,36.68,40.176,44.7,0.537 +dp1-tp4-ep1-pp4-cp1-noRC,11,normalization,LpNormV2,MIX_AIV,44,14530.6,5.06,330.24,1872.66,0.19 +dp1-tp4-ep1-pp4-cp1-noRC,11,optimizer,ApplyAdamW,AI_VECTOR_CORE,88,73982.36,3.44,840.708,5925.44,0.965 +dp1-tp4-ep1-pp4-cp1-noRC,11,other,ArgMaxWithValue,AI_VECTOR_CORE,3072,21272.16,5.78,6.924,10.98,0.278 +dp1-tp4-ep1-pp4-cp1-noRC,11,other,Axpy,AI_VECTOR_CORE,1024,1674.46,1.36,1.635,2.34,0.022 +dp1-tp4-ep1-pp4-cp1-noRC,11,other,ClipByValueV2,AI_VECTOR_CORE,1024,15201.98,12.98,14.845,22.04,0.198 +dp1-tp4-ep1-pp4-cp1-noRC,11,other,Cumsum,AI_CPU,1024,38326.26,29.24,37.427,84.32,0.5 +dp1-tp4-ep1-pp4-cp1-noRC,11,other,DSARandomUniform,DSA_SQE,3072,207205.14,1.08,67.449,397.26,2.703 +dp1-tp4-ep1-pp4-cp1-noRC,11,other,GreaterEqual,AI_VECTOR_CORE,512,2966.42,5.38,5.793,7.34,0.039 +dp1-tp4-ep1-pp4-cp1-noRC,11,other,HistogramV2,AI_VECTOR_CORE,512,8992.7,16.3,17.563,23.5,0.117 +dp1-tp4-ep1-pp4-cp1-noRC,11,other,LessEqual,AI_VECTOR_CORE,512,3006.7,5.46,5.872,12.72,0.039 +dp1-tp4-ep1-pp4-cp1-noRC,11,other,LinearIndex,AI_VECTOR_CORE,3584,26194.02,4.44,7.308,12.1,0.342 +dp1-tp4-ep1-pp4-cp1-noRC,11,other,LogicalAnd,AI_VECTOR_CORE,512,1097.04,1.92,2.142,2.6,0.014 +dp1-tp4-ep1-pp4-cp1-noRC,11,other,LogicalOr,AI_VECTOR_CORE,1024,1665.38,1.34,1.626,2.86,0.022 +dp1-tp4-ep1-pp4-cp1-noRC,11,other,MaskedFill,AI_VECTOR_CORE,1024,5945.74,5.16,5.806,8.18,0.078 +dp1-tp4-ep1-pp4-cp1-noRC,11,other,MaskedScatter,AI_VECTOR_CORE,512,8151.3,15.48,15.92,20.62,0.106 +dp1-tp4-ep1-pp4-cp1-noRC,11,other,MaskedSelectV3,MIX_AIV,1024,6509.58,5.42,6.357,8.22,0.085 +dp1-tp4-ep1-pp4-cp1-noRC,11,other,ReduceSum,MIX_AIV,1536,71650.5,24.36,46.647,94.86,0.935 +dp1-tp4-ep1-pp4-cp1-noRC,11,other,ScatterAddWithSorted,AI_VECTOR_CORE,2048,152499.8,46.36,74.462,131.92,1.99 +dp1-tp4-ep1-pp4-cp1-noRC,11,other,ScatterElementsV2,AI_VECTOR_CORE,1536,15682.32,7.44,10.209,15.04,0.205 +dp1-tp4-ep1-pp4-cp1-noRC,11,other,SoftmaxV2,AI_VECTOR_CORE,1024,14797.16,13.08,14.45,18.92,0.193 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+dp1-tp4-ep1-pp4-cp1-noRC,12,elementwise,Exp,AI_VECTOR_CORE,64,2922.16,44.82,45.658,49.5,0.036 +dp1-tp4-ep1-pp4-cp1-noRC,12,elementwise,Greater,AI_VECTOR_CORE,2072,6453.5,1.24,3.114,6.52,0.08 +dp1-tp4-ep1-pp4-cp1-noRC,12,elementwise,Less,AI_VECTOR_CORE,64,280.02,4.04,4.375,4.86,0.003 +dp1-tp4-ep1-pp4-cp1-noRC,12,elementwise,Log,AI_VECTOR_CORE,2112,6119.68,1.92,2.897,4.12,0.076 +dp1-tp4-ep1-pp4-cp1-noRC,12,elementwise,Mul,AI_VECTOR_CORE,11932,316148.74,1.22,26.495,1392.26,3.907 +dp1-tp4-ep1-pp4-cp1-noRC,12,elementwise,NotEqual,AI_VECTOR_CORE,68,159.12,2.0,2.34,2.92,0.002 +dp1-tp4-ep1-pp4-cp1-noRC,12,elementwise,Pow,AI_VECTOR_CORE,256,1233.8,4.18,4.819,5.38,0.015 +dp1-tp4-ep1-pp4-cp1-noRC,12,elementwise,Pows,AI_VECTOR_CORE,94,298.28,2.48,3.173,4.66,0.004 +dp1-tp4-ep1-pp4-cp1-noRC,12,elementwise,RealDiv,AI_VECTOR_CORE,2945,17508.2,1.18,5.945,141.68,0.216 +dp1-tp4-ep1-pp4-cp1-noRC,12,elementwise,Reciprocal,AI_VECTOR_CORE,256,366.18,1.26,1.43,1.64,0.005 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+dp1-tp4-ep1-pp4-cp1-noRC,12,other,LogicalAnd,AI_VECTOR_CORE,512,1078.22,1.86,2.105,2.96,0.013 +dp1-tp4-ep1-pp4-cp1-noRC,12,other,LogicalNot,AI_VECTOR_CORE,128,199.48,1.4,1.558,2.0,0.002 +dp1-tp4-ep1-pp4-cp1-noRC,12,other,LogicalOr,AI_VECTOR_CORE,1088,1742.88,1.3,1.601,2.4,0.022 +dp1-tp4-ep1-pp4-cp1-noRC,12,other,MaskedFill,AI_VECTOR_CORE,1024,5739.78,5.02,5.605,8.16,0.071 +dp1-tp4-ep1-pp4-cp1-noRC,12,other,MaskedScatter,AI_VECTOR_CORE,512,7719.06,14.44,15.076,19.82,0.095 +dp1-tp4-ep1-pp4-cp1-noRC,12,other,MaskedSelectV3,MIX_AIV,1024,6514.14,5.32,6.361,10.6,0.081 +dp1-tp4-ep1-pp4-cp1-noRC,12,other,ReduceSum,MIX_AIV,1856,83830.88,1.3,45.167,128.14,1.036 +dp1-tp4-ep1-pp4-cp1-noRC,12,other,ScatterAddWithSorted,AI_VECTOR_CORE,2048,152982.58,46.36,74.698,133.8,1.891 +dp1-tp4-ep1-pp4-cp1-noRC,12,other,ScatterElementsV2,AI_VECTOR_CORE,1536,15810.14,7.42,10.293,15.34,0.195 +dp1-tp4-ep1-pp4-cp1-noRC,12,other,SoftmaxV2,AI_VECTOR_CORE,1024,14717.58,13.2,14.372,19.04,0.182 +dp1-tp4-ep1-pp4-cp1-noRC,12,positional_encoding,RotaryPositionEmbedding,AI_VECTOR_CORE,1024,24117.06,16.02,23.551,33.62,0.298 +dp1-tp4-ep1-pp4-cp1-noRC,12,positional_encoding,RotaryPositionEmbeddingGrad,AI_VECTOR_CORE,1024,25649.28,17.62,25.048,31.82,0.317 +dp1-tp4-ep1-pp4-cp1-noRC,12,shape_transform,BroadcastTo,AI_VECTOR_CORE,576,895.96,1.28,1.555,2.22,0.011 +dp1-tp4-ep1-pp4-cp1-noRC,12,shape_transform,Cast,AI_VECTOR_CORE,13660,67034.42,1.1,4.907,1040.34,0.828 +dp1-tp4-ep1-pp4-cp1-noRC,12,shape_transform,ConcatD,AI_VECTOR_CORE,1793,11884.16,2.24,6.628,21.94,0.147 +dp1-tp4-ep1-pp4-cp1-noRC,12,shape_transform,NonZero,MIX_AIV,536,108124.64,5.42,201.725,252.78,1.336 +dp1-tp4-ep1-pp4-cp1-noRC,12,shape_transform,Range,AI_VECTOR_CORE,640,6158.22,7.7,9.622,17.44,0.076 +dp1-tp4-ep1-pp4-cp1-noRC,12,shape_transform,Slice,AI_VECTOR_CORE,7192,42653.22,2.72,5.93,19.26,0.527 +dp1-tp4-ep1-pp4-cp1-noRC,12,shape_transform,Sort,MIX_AIV,2560,32312.52,11.46,12.622,14.84,0.399 +dp1-tp4-ep1-pp4-cp1-noRC,12,shape_transform,Transpose,AI_VECTOR_CORE,512,7711.18,13.12,15.06,20.64,0.095 +dp1-tp4-ep1-pp4-cp1-noRC,13,activation,SwiGlu,AI_VECTOR_CORE,512,30348.18,55.58,59.273,71.46,0.372 +dp1-tp4-ep1-pp4-cp1-noRC,13,activation,SwiGluGrad,AI_VECTOR_CORE,512,82364.56,137.94,160.868,181.56,1.011 +dp1-tp4-ep1-pp4-cp1-noRC,13,attention,FlashAttentionScore,MIX_AIC,512,194964.48,371.58,380.79,393.34,2.393 +dp1-tp4-ep1-pp4-cp1-noRC,13,attention,FlashAttentionScoreGrad,MIX_AIC,512,365782.76,699.42,714.419,736.1,4.489 +dp1-tp4-ep1-pp4-cp1-noRC,13,elementwise,Abs,AI_VECTOR_CORE,1024,4005.44,3.52,3.911,4.56,0.049 +dp1-tp4-ep1-pp4-cp1-noRC,13,elementwise,Add,AI_VECTOR_CORE,12203,1664013.06,1.16,136.36,2014.58,20.422 +dp1-tp4-ep1-pp4-cp1-noRC,13,elementwise,Cos,AI_VECTOR_CORE,1024,15196.7,13.46,14.84,18.12,0.187 +dp1-tp4-ep1-pp4-cp1-noRC,13,elementwise,Equal,AI_VECTOR_CORE,1024,2439.54,2.0,2.382,3.34,0.03 +dp1-tp4-ep1-pp4-cp1-noRC,13,elementwise,Exp,AI_VECTOR_CORE,64,2907.64,44.52,45.431,49.36,0.036 +dp1-tp4-ep1-pp4-cp1-noRC,13,elementwise,Greater,AI_VECTOR_CORE,2072,6552.44,1.18,3.162,6.78,0.08 +dp1-tp4-ep1-pp4-cp1-noRC,13,elementwise,Less,AI_VECTOR_CORE,64,281.86,4.02,4.404,4.82,0.003 +dp1-tp4-ep1-pp4-cp1-noRC,13,elementwise,Log,AI_VECTOR_CORE,2112,6232.34,1.98,2.95,4.14,0.076 +dp1-tp4-ep1-pp4-cp1-noRC,13,elementwise,Mul,AI_VECTOR_CORE,11932,316151.78,1.24,26.496,1388.46,3.88 +dp1-tp4-ep1-pp4-cp1-noRC,13,elementwise,NotEqual,AI_VECTOR_CORE,68,153.92,1.98,2.263,2.84,0.002 +dp1-tp4-ep1-pp4-cp1-noRC,13,elementwise,Pow,AI_VECTOR_CORE,256,1254.7,4.14,4.901,5.6,0.015 +dp1-tp4-ep1-pp4-cp1-noRC,13,elementwise,Pows,AI_VECTOR_CORE,44,149.86,2.62,3.405,4.32,0.002 +dp1-tp4-ep1-pp4-cp1-noRC,13,elementwise,RealDiv,AI_VECTOR_CORE,2945,17389.24,1.18,5.904,140.78,0.213 +dp1-tp4-ep1-pp4-cp1-noRC,13,elementwise,Reciprocal,AI_VECTOR_CORE,256,374.46,1.28,1.462,2.18,0.005 +dp1-tp4-ep1-pp4-cp1-noRC,13,elementwise,Sin,AI_VECTOR_CORE,1024,14873.92,12.46,14.525,17.72,0.183 +dp1-tp4-ep1-pp4-cp1-noRC,13,elementwise,Sub,AI_VECTOR_CORE,3904,29114.0,1.46,7.457,160.3,0.357 +dp1-tp4-ep1-pp4-cp1-noRC,13,indexing_or_embedding,GatherElements,AI_VECTOR_CORE,1024,16569.62,12.06,16.181,24.2,0.203 +dp1-tp4-ep1-pp4-cp1-noRC,13,indexing_or_embedding,GatherV2,AI_VECTOR_CORE,2048,120104.12,27.58,58.644,111.68,1.474 +dp1-tp4-ep1-pp4-cp1-noRC,13,matmul,GroupedMatmul,MIX_AIC,3072,2943839.3,555.9,958.281,1436.06,36.128 +dp1-tp4-ep1-pp4-cp1-noRC,13,matmul,MatMulV2,AI_CORE,2560,200230.16,12.62,78.214,218.04,2.457 +dp1-tp4-ep1-pp4-cp1-noRC,13,matmul,MatMulV3,AI_CORE,2112,668803.98,146.02,316.668,1233.74,8.208 +dp1-tp4-ep1-pp4-cp1-noRC,13,matmul,MatMulV3,MIX_AIC,128,156144.4,1099.28,1219.878,1308.3,1.916 +dp1-tp4-ep1-pp4-cp1-noRC,13,memory_init,MemSet,AI_VECTOR_CORE,2584,32499.82,5.3,12.577,22.36,0.399 +dp1-tp4-ep1-pp4-cp1-noRC,13,memory_init,OnesLike,AI_VECTOR_CORE,258,358.26,1.22,1.388,1.88,0.004 +dp1-tp4-ep1-pp4-cp1-noRC,13,memory_init,ZerosLike,AI_VECTOR_CORE,5765,73797.5,1.44,12.8,1827.84,0.906 +dp1-tp4-ep1-pp4-cp1-noRC,13,memory_movement,TensorMove,AI_VECTOR_CORE,1057,26854.82,7.28,25.406,1381.24,0.33 +dp1-tp4-ep1-pp4-cp1-noRC,13,normalization,LayerNormGradV3,MIX_AIV,1088,65233.58,54.66,59.957,70.12,0.801 +dp1-tp4-ep1-pp4-cp1-noRC,13,normalization,LayerNormV4,AI_VECTOR_CORE,1088,44345.3,37.36,40.758,77.94,0.544 +dp1-tp4-ep1-pp4-cp1-noRC,13,normalization,LpNormV2,MIX_AIV,46,14746.2,4.76,320.569,1945.84,0.181 +dp1-tp4-ep1-pp4-cp1-noRC,13,optimizer,ApplyAdamW,AI_VECTOR_CORE,92,75035.86,3.5,815.607,5924.8,0.921 +dp1-tp4-ep1-pp4-cp1-noRC,13,other,ArgMaxWithValue,AI_VECTOR_CORE,3136,28086.22,5.68,8.956,115.82,0.345 +dp1-tp4-ep1-pp4-cp1-noRC,13,other,Axpy,AI_VECTOR_CORE,1024,1612.82,1.34,1.575,2.66,0.02 +dp1-tp4-ep1-pp4-cp1-noRC,13,other,ClipByValueV2,AI_VECTOR_CORE,1024,15386.42,13.58,15.025,23.06,0.189 +dp1-tp4-ep1-pp4-cp1-noRC,13,other,Cumsum,AI_CPU,1024,39854.36,30.22,38.92,76.82,0.489 +dp1-tp4-ep1-pp4-cp1-noRC,13,other,DSARandomUniform,DSA_SQE,3072,207160.52,1.06,67.435,396.94,2.542 +dp1-tp4-ep1-pp4-cp1-noRC,13,other,Fill,AI_VECTOR_CORE,64,94.66,1.32,1.479,2.0,0.001 +dp1-tp4-ep1-pp4-cp1-noRC,13,other,GreaterEqual,AI_VECTOR_CORE,576,3243.06,4.18,5.63,7.26,0.04 +dp1-tp4-ep1-pp4-cp1-noRC,13,other,HistogramV2,AI_VECTOR_CORE,512,8748.94,15.86,17.087,21.44,0.107 +dp1-tp4-ep1-pp4-cp1-noRC,13,other,Index,AI_VECTOR_CORE,128,3903.9,29.68,30.499,38.16,0.048 +dp1-tp4-ep1-pp4-cp1-noRC,13,other,IndexPutV2,AI_VECTOR_CORE,64,2591.22,37.44,40.487,46.26,0.032 +dp1-tp4-ep1-pp4-cp1-noRC,13,other,LessEqual,AI_VECTOR_CORE,512,3054.98,5.54,5.966,7.16,0.037 +dp1-tp4-ep1-pp4-cp1-noRC,13,other,LinearIndex,AI_VECTOR_CORE,3584,25563.16,4.5,7.132,11.62,0.314 +dp1-tp4-ep1-pp4-cp1-noRC,13,other,LogicalAnd,AI_VECTOR_CORE,512,1088.2,1.88,2.125,2.92,0.013 +dp1-tp4-ep1-pp4-cp1-noRC,13,other,LogicalNot,AI_VECTOR_CORE,128,199.28,1.4,1.556,1.82,0.002 +dp1-tp4-ep1-pp4-cp1-noRC,13,other,LogicalOr,AI_VECTOR_CORE,1088,1752.56,1.3,1.61,2.84,0.022 +dp1-tp4-ep1-pp4-cp1-noRC,13,other,MaskedFill,AI_VECTOR_CORE,1024,5702.34,5.02,5.568,8.0,0.07 +dp1-tp4-ep1-pp4-cp1-noRC,13,other,MaskedScatter,AI_VECTOR_CORE,512,7741.9,14.2,15.12,19.62,0.095 +dp1-tp4-ep1-pp4-cp1-noRC,13,other,MaskedSelectV3,MIX_AIV,1024,6800.48,5.36,6.641,19.84,0.083 +dp1-tp4-ep1-pp4-cp1-noRC,13,other,ReduceSum,MIX_AIV,1856,83524.8,1.3,45.002,139.78,1.025 +dp1-tp4-ep1-pp4-cp1-noRC,13,other,ScatterAddWithSorted,AI_VECTOR_CORE,2048,153075.42,46.34,74.743,133.54,1.879 +dp1-tp4-ep1-pp4-cp1-noRC,13,other,ScatterElementsV2,AI_VECTOR_CORE,1536,15706.62,7.44,10.225,15.5,0.193 +dp1-tp4-ep1-pp4-cp1-noRC,13,other,SoftmaxV2,AI_VECTOR_CORE,1024,14820.76,13.42,14.473,19.34,0.182 +dp1-tp4-ep1-pp4-cp1-noRC,13,positional_encoding,RotaryPositionEmbedding,AI_VECTOR_CORE,1024,24129.8,15.98,23.564,35.8,0.296 +dp1-tp4-ep1-pp4-cp1-noRC,13,positional_encoding,RotaryPositionEmbeddingGrad,AI_VECTOR_CORE,1024,25671.98,18.06,25.07,32.64,0.315 +dp1-tp4-ep1-pp4-cp1-noRC,13,shape_transform,BroadcastTo,AI_VECTOR_CORE,576,919.2,1.28,1.595,2.54,0.011 +dp1-tp4-ep1-pp4-cp1-noRC,13,shape_transform,Cast,AI_VECTOR_CORE,13660,67522.46,1.1,4.943,1041.12,0.829 +dp1-tp4-ep1-pp4-cp1-noRC,13,shape_transform,ConcatD,AI_VECTOR_CORE,1793,11928.72,2.28,6.652,30.8,0.146 +dp1-tp4-ep1-pp4-cp1-noRC,13,shape_transform,NonZero,MIX_AIV,536,106752.3,5.08,199.164,216.7,1.31 +dp1-tp4-ep1-pp4-cp1-noRC,13,shape_transform,Range,AI_VECTOR_CORE,640,6287.74,7.56,9.824,18.68,0.077 +dp1-tp4-ep1-pp4-cp1-noRC,13,shape_transform,Slice,AI_VECTOR_CORE,7192,42424.66,2.72,5.898,18.48,0.521 +dp1-tp4-ep1-pp4-cp1-noRC,13,shape_transform,Sort,MIX_AIV,2560,32297.74,11.3,12.616,14.8,0.396 +dp1-tp4-ep1-pp4-cp1-noRC,13,shape_transform,Transpose,AI_VECTOR_CORE,512,7496.38,13.22,14.641,19.28,0.092 +dp1-tp4-ep1-pp4-cp1-noRC,14,activation,SwiGlu,AI_VECTOR_CORE,512,30378.28,55.48,59.332,71.7,0.374 +dp1-tp4-ep1-pp4-cp1-noRC,14,activation,SwiGluGrad,AI_VECTOR_CORE,512,82347.68,140.0,160.835,180.26,1.015 +dp1-tp4-ep1-pp4-cp1-noRC,14,attention,FlashAttentionScore,MIX_AIC,512,194630.56,370.26,380.137,391.8,2.398 +dp1-tp4-ep1-pp4-cp1-noRC,14,attention,FlashAttentionScoreGrad,MIX_AIC,512,363614.28,696.74,710.184,733.1,4.48 +dp1-tp4-ep1-pp4-cp1-noRC,14,elementwise,Abs,AI_VECTOR_CORE,1024,4155.34,3.68,4.057,4.76,0.051 +dp1-tp4-ep1-pp4-cp1-noRC,14,elementwise,Add,AI_VECTOR_CORE,12203,1665086.2,1.16,136.448,2018.76,20.516 +dp1-tp4-ep1-pp4-cp1-noRC,14,elementwise,Cos,AI_VECTOR_CORE,1024,15346.14,13.54,14.986,18.48,0.189 +dp1-tp4-ep1-pp4-cp1-noRC,14,elementwise,Equal,AI_VECTOR_CORE,1024,2446.9,2.02,2.389,3.92,0.03 +dp1-tp4-ep1-pp4-cp1-noRC,14,elementwise,Exp,AI_VECTOR_CORE,64,2935.38,44.84,45.865,50.1,0.036 +dp1-tp4-ep1-pp4-cp1-noRC,14,elementwise,Greater,AI_VECTOR_CORE,2072,6350.4,1.2,3.064,6.38,0.078 +dp1-tp4-ep1-pp4-cp1-noRC,14,elementwise,Less,AI_VECTOR_CORE,64,282.06,4.2,4.407,4.82,0.003 +dp1-tp4-ep1-pp4-cp1-noRC,14,elementwise,Log,AI_VECTOR_CORE,2112,6157.6,1.94,2.915,4.14,0.076 +dp1-tp4-ep1-pp4-cp1-noRC,14,elementwise,Mul,AI_VECTOR_CORE,11932,316878.2,1.22,26.557,1387.72,3.904 +dp1-tp4-ep1-pp4-cp1-noRC,14,elementwise,NotEqual,AI_VECTOR_CORE,68,158.92,1.96,2.337,2.9,0.002 +dp1-tp4-ep1-pp4-cp1-noRC,14,elementwise,Pow,AI_VECTOR_CORE,256,1243.52,4.08,4.857,11.92,0.015 +dp1-tp4-ep1-pp4-cp1-noRC,14,elementwise,Pows,AI_VECTOR_CORE,44,143.06,2.68,3.251,4.04,0.002 +dp1-tp4-ep1-pp4-cp1-noRC,14,elementwise,RealDiv,AI_VECTOR_CORE,2945,17484.0,1.24,5.936,139.96,0.215 +dp1-tp4-ep1-pp4-cp1-noRC,14,elementwise,Reciprocal,AI_VECTOR_CORE,256,369.96,1.28,1.445,1.9,0.005 +dp1-tp4-ep1-pp4-cp1-noRC,14,elementwise,Sin,AI_VECTOR_CORE,1024,15048.64,12.7,14.695,18.72,0.185 +dp1-tp4-ep1-pp4-cp1-noRC,14,elementwise,Sub,AI_VECTOR_CORE,3904,29630.02,1.5,7.589,161.08,0.365 +dp1-tp4-ep1-pp4-cp1-noRC,14,indexing_or_embedding,GatherElements,AI_VECTOR_CORE,1024,16420.12,12.1,16.035,23.98,0.202 +dp1-tp4-ep1-pp4-cp1-noRC,14,indexing_or_embedding,GatherV2,AI_VECTOR_CORE,2048,120255.3,26.76,58.718,111.92,1.482 +dp1-tp4-ep1-pp4-cp1-noRC,14,matmul,GroupedMatmul,MIX_AIC,3072,2943771.86,559.18,958.259,1431.54,36.272 +dp1-tp4-ep1-pp4-cp1-noRC,14,matmul,MatMulV2,AI_CORE,2560,200068.68,12.56,78.151,216.02,2.465 +dp1-tp4-ep1-pp4-cp1-noRC,14,matmul,MatMulV3,AI_CORE,2112,642852.74,146.6,304.381,1232.88,7.921 +dp1-tp4-ep1-pp4-cp1-noRC,14,matmul,MatMulV3,MIX_AIC,128,150971.18,1100.88,1179.462,1275.2,1.86 +dp1-tp4-ep1-pp4-cp1-noRC,14,memory_init,MemSet,AI_VECTOR_CORE,2584,31216.74,5.26,12.08,21.06,0.385 +dp1-tp4-ep1-pp4-cp1-noRC,14,memory_init,OnesLike,AI_VECTOR_CORE,258,364.82,1.22,1.414,2.2,0.004 +dp1-tp4-ep1-pp4-cp1-noRC,14,memory_init,ZerosLike,AI_VECTOR_CORE,5765,73350.46,1.36,12.723,1826.88,0.904 +dp1-tp4-ep1-pp4-cp1-noRC,14,memory_movement,TensorMove,AI_VECTOR_CORE,1057,26895.42,7.42,25.445,1381.12,0.331 +dp1-tp4-ep1-pp4-cp1-noRC,14,normalization,LayerNormGradV3,MIX_AIV,1088,64661.38,54.62,59.431,68.86,0.797 +dp1-tp4-ep1-pp4-cp1-noRC,14,normalization,LayerNormV4,AI_VECTOR_CORE,1088,43894.8,36.06,40.344,44.94,0.541 +dp1-tp4-ep1-pp4-cp1-noRC,14,normalization,LpNormV2,MIX_AIV,46,14704.22,5.04,319.656,1943.76,0.181 +dp1-tp4-ep1-pp4-cp1-noRC,14,optimizer,ApplyAdamW,AI_VECTOR_CORE,92,75031.96,3.52,815.564,5929.36,0.925 +dp1-tp4-ep1-pp4-cp1-noRC,14,other,ArgMaxWithValue,AI_VECTOR_CORE,3136,28327.94,5.74,9.033,117.2,0.349 +dp1-tp4-ep1-pp4-cp1-noRC,14,other,Axpy,AI_VECTOR_CORE,1024,1634.26,1.32,1.595,2.5,0.02 +dp1-tp4-ep1-pp4-cp1-noRC,14,other,ClipByValueV2,AI_VECTOR_CORE,1024,15446.86,13.66,15.084,23.18,0.19 +dp1-tp4-ep1-pp4-cp1-noRC,14,other,Cumsum,AI_CPU,1024,39505.92,30.16,38.58,91.16,0.487 +dp1-tp4-ep1-pp4-cp1-noRC,14,other,DSARandomUniform,DSA_SQE,3072,207159.7,1.06,67.434,396.92,2.553 +dp1-tp4-ep1-pp4-cp1-noRC,14,other,Fill,AI_VECTOR_CORE,64,92.86,1.26,1.45,1.96,0.001 +dp1-tp4-ep1-pp4-cp1-noRC,14,other,GreaterEqual,AI_VECTOR_CORE,576,3245.5,4.2,5.634,7.04,0.04 +dp1-tp4-ep1-pp4-cp1-noRC,14,other,HistogramV2,AI_VECTOR_CORE,512,8999.48,16.38,17.577,21.1,0.111 +dp1-tp4-ep1-pp4-cp1-noRC,14,other,Index,AI_VECTOR_CORE,128,3873.16,29.22,30.259,36.74,0.048 +dp1-tp4-ep1-pp4-cp1-noRC,14,other,IndexPutV2,AI_VECTOR_CORE,64,2581.66,37.94,40.338,46.02,0.032 +dp1-tp4-ep1-pp4-cp1-noRC,14,other,LessEqual,AI_VECTOR_CORE,512,3058.14,5.56,5.972,7.38,0.038 +dp1-tp4-ep1-pp4-cp1-noRC,14,other,LinearIndex,AI_VECTOR_CORE,3584,26216.54,4.48,7.314,11.74,0.323 +dp1-tp4-ep1-pp4-cp1-noRC,14,other,LogicalAnd,AI_VECTOR_CORE,512,1121.82,1.88,2.191,3.24,0.014 +dp1-tp4-ep1-pp4-cp1-noRC,14,other,LogicalNot,AI_VECTOR_CORE,128,198.06,1.38,1.547,2.0,0.002 +dp1-tp4-ep1-pp4-cp1-noRC,14,other,LogicalOr,AI_VECTOR_CORE,1088,1735.76,1.32,1.595,2.66,0.021 +dp1-tp4-ep1-pp4-cp1-noRC,14,other,MaskedFill,AI_VECTOR_CORE,1024,5756.84,5.08,5.621,8.2,0.071 +dp1-tp4-ep1-pp4-cp1-noRC,14,other,MaskedScatter,AI_VECTOR_CORE,512,7741.0,14.1,15.119,19.68,0.095 +dp1-tp4-ep1-pp4-cp1-noRC,14,other,MaskedSelectV3,MIX_AIV,1024,6907.92,5.48,6.746,14.38,0.085 +dp1-tp4-ep1-pp4-cp1-noRC,14,other,ReduceSum,MIX_AIV,1856,84038.7,1.32,45.279,139.64,1.035 +dp1-tp4-ep1-pp4-cp1-noRC,14,other,ScatterAddWithSorted,AI_VECTOR_CORE,2048,153017.86,46.32,74.715,134.42,1.885 +dp1-tp4-ep1-pp4-cp1-noRC,14,other,ScatterElementsV2,AI_VECTOR_CORE,1536,15631.74,7.42,10.176,14.86,0.193 +dp1-tp4-ep1-pp4-cp1-noRC,14,other,SoftmaxV2,AI_VECTOR_CORE,1024,14675.62,13.28,14.331,18.98,0.181 +dp1-tp4-ep1-pp4-cp1-noRC,14,positional_encoding,RotaryPositionEmbedding,AI_VECTOR_CORE,1024,24100.48,15.98,23.535,34.4,0.297 +dp1-tp4-ep1-pp4-cp1-noRC,14,positional_encoding,RotaryPositionEmbeddingGrad,AI_VECTOR_CORE,1024,25646.04,17.8,25.044,31.8,0.316 +dp1-tp4-ep1-pp4-cp1-noRC,14,shape_transform,BroadcastTo,AI_VECTOR_CORE,576,962.84,1.3,1.671,2.74,0.012 +dp1-tp4-ep1-pp4-cp1-noRC,14,shape_transform,Cast,AI_VECTOR_CORE,13660,66946.98,1.12,4.9,1040.24,0.825 +dp1-tp4-ep1-pp4-cp1-noRC,14,shape_transform,ConcatD,AI_VECTOR_CORE,1793,11854.02,2.22,6.611,22.38,0.146 +dp1-tp4-ep1-pp4-cp1-noRC,14,shape_transform,NonZero,MIX_AIV,536,107875.7,5.32,201.26,247.54,1.329 +dp1-tp4-ep1-pp4-cp1-noRC,14,shape_transform,Range,AI_VECTOR_CORE,640,6124.86,7.74,9.57,17.82,0.075 +dp1-tp4-ep1-pp4-cp1-noRC,14,shape_transform,Slice,AI_VECTOR_CORE,7192,42372.32,2.7,5.891,18.66,0.522 +dp1-tp4-ep1-pp4-cp1-noRC,14,shape_transform,Sort,MIX_AIV,2560,32379.6,11.36,12.648,14.54,0.399 +dp1-tp4-ep1-pp4-cp1-noRC,14,shape_transform,Transpose,AI_VECTOR_CORE,512,7483.16,13.22,14.615,19.44,0.092 +dp1-tp4-ep1-pp4-cp1-noRC,15,activation,SwiGlu,AI_VECTOR_CORE,512,30423.24,55.4,59.42,72.24,0.379 +dp1-tp4-ep1-pp4-cp1-noRC,15,activation,SwiGluGrad,AI_VECTOR_CORE,512,82333.22,136.48,160.807,181.2,1.026 +dp1-tp4-ep1-pp4-cp1-noRC,15,attention,FlashAttentionScore,MIX_AIC,512,194886.78,370.64,380.638,491.0,2.428 +dp1-tp4-ep1-pp4-cp1-noRC,15,attention,FlashAttentionScoreGrad,MIX_AIC,512,364973.7,696.38,712.839,734.96,4.546 +dp1-tp4-ep1-pp4-cp1-noRC,15,elementwise,Abs,AI_VECTOR_CORE,1024,4166.62,3.7,4.068,4.78,0.052 +dp1-tp4-ep1-pp4-cp1-noRC,15,elementwise,Add,AI_VECTOR_CORE,12203,1665495.26,1.16,136.482,2014.36,20.746 +dp1-tp4-ep1-pp4-cp1-noRC,15,elementwise,Cos,AI_VECTOR_CORE,1024,15338.84,13.56,14.979,18.52,0.191 +dp1-tp4-ep1-pp4-cp1-noRC,15,elementwise,Equal,AI_VECTOR_CORE,1024,2443.14,2.02,2.385,3.36,0.03 +dp1-tp4-ep1-pp4-cp1-noRC,15,elementwise,Exp,AI_VECTOR_CORE,64,2923.54,44.66,45.68,48.76,0.036 +dp1-tp4-ep1-pp4-cp1-noRC,15,elementwise,Greater,AI_VECTOR_CORE,2072,6339.94,1.22,3.059,6.36,0.079 +dp1-tp4-ep1-pp4-cp1-noRC,15,elementwise,Less,AI_VECTOR_CORE,64,284.9,4.12,4.451,4.86,0.004 +dp1-tp4-ep1-pp4-cp1-noRC,15,elementwise,Log,AI_VECTOR_CORE,2112,6159.94,1.9,2.916,4.18,0.077 +dp1-tp4-ep1-pp4-cp1-noRC,15,elementwise,Mul,AI_VECTOR_CORE,11932,316823.14,1.16,26.552,1389.26,3.946 +dp1-tp4-ep1-pp4-cp1-noRC,15,elementwise,NotEqual,AI_VECTOR_CORE,68,158.14,1.9,2.325,2.82,0.002 +dp1-tp4-ep1-pp4-cp1-noRC,15,elementwise,Pow,AI_VECTOR_CORE,256,1238.84,4.14,4.839,5.52,0.015 +dp1-tp4-ep1-pp4-cp1-noRC,15,elementwise,Pows,AI_VECTOR_CORE,44,143.7,2.62,3.265,4.2,0.002 +dp1-tp4-ep1-pp4-cp1-noRC,15,elementwise,RealDiv,AI_VECTOR_CORE,2945,17485.14,1.22,5.937,139.96,0.218 +dp1-tp4-ep1-pp4-cp1-noRC,15,elementwise,Reciprocal,AI_VECTOR_CORE,256,372.96,1.24,1.456,1.94,0.005 +dp1-tp4-ep1-pp4-cp1-noRC,15,elementwise,Sin,AI_VECTOR_CORE,1024,15040.38,12.66,14.687,17.92,0.187 +dp1-tp4-ep1-pp4-cp1-noRC,15,elementwise,Sub,AI_VECTOR_CORE,3904,29626.66,1.54,7.588,160.56,0.369 +dp1-tp4-ep1-pp4-cp1-noRC,15,indexing_or_embedding,GatherElements,AI_VECTOR_CORE,1024,16394.0,12.1,16.009,23.92,0.204 +dp1-tp4-ep1-pp4-cp1-noRC,15,indexing_or_embedding,GatherV2,AI_VECTOR_CORE,2048,120248.46,27.34,58.715,111.76,1.498 +dp1-tp4-ep1-pp4-cp1-noRC,15,matmul,GroupedMatmul,MIX_AIC,3072,2945098.12,553.6,958.69,1428.1,36.684 +dp1-tp4-ep1-pp4-cp1-noRC,15,matmul,MatMulV2,AI_CORE,2560,200308.7,12.58,78.245,216.04,2.495 +dp1-tp4-ep1-pp4-cp1-noRC,15,matmul,MatMulV3,AI_CORE,2112,552072.94,146.92,261.398,1237.36,6.877 +dp1-tp4-ep1-pp4-cp1-noRC,15,matmul,MatMulV3,MIX_AIC,128,150942.58,1099.98,1179.238,1273.82,1.88 +dp1-tp4-ep1-pp4-cp1-noRC,15,memory_init,MemSet,AI_VECTOR_CORE,2584,31264.18,5.26,12.099,21.14,0.389 +dp1-tp4-ep1-pp4-cp1-noRC,15,memory_init,OnesLike,AI_VECTOR_CORE,258,362.66,1.16,1.405,2.12,0.005 +dp1-tp4-ep1-pp4-cp1-noRC,15,memory_init,ZerosLike,AI_VECTOR_CORE,5765,73360.16,1.24,12.725,1826.88,0.914 +dp1-tp4-ep1-pp4-cp1-noRC,15,memory_movement,TensorMove,AI_VECTOR_CORE,1057,26895.96,7.4,25.445,1379.0,0.335 +dp1-tp4-ep1-pp4-cp1-noRC,15,normalization,LayerNormGradV3,MIX_AIV,1088,65149.78,53.8,59.88,70.04,0.812 +dp1-tp4-ep1-pp4-cp1-noRC,15,normalization,LayerNormV4,AI_VECTOR_CORE,1088,43920.9,37.06,40.368,52.44,0.547 +dp1-tp4-ep1-pp4-cp1-noRC,15,normalization,LpNormV2,MIX_AIV,46,14744.24,5.1,320.526,1950.14,0.184 +dp1-tp4-ep1-pp4-cp1-noRC,15,optimizer,ApplyAdamW,AI_VECTOR_CORE,92,75053.8,3.3,815.802,5935.44,0.935 +dp1-tp4-ep1-pp4-cp1-noRC,15,other,ArgMaxWithValue,AI_VECTOR_CORE,3136,28329.58,5.74,9.033,117.06,0.353 +dp1-tp4-ep1-pp4-cp1-noRC,15,other,Axpy,AI_VECTOR_CORE,1024,1666.88,1.32,1.627,2.44,0.021 +dp1-tp4-ep1-pp4-cp1-noRC,15,other,ClipByValueV2,AI_VECTOR_CORE,1024,15462.8,13.54,15.1,23.32,0.193 +dp1-tp4-ep1-pp4-cp1-noRC,15,other,Cumsum,AI_CPU,1024,37796.1,28.24,36.91,120.76,0.471 +dp1-tp4-ep1-pp4-cp1-noRC,15,other,DSARandomUniform,DSA_SQE,3072,207159.76,1.06,67.434,396.88,2.58 +dp1-tp4-ep1-pp4-cp1-noRC,15,other,Fill,AI_VECTOR_CORE,64,92.08,1.28,1.438,1.84,0.001 +dp1-tp4-ep1-pp4-cp1-noRC,15,other,GreaterEqual,AI_VECTOR_CORE,576,3247.64,4.18,5.638,6.9,0.04 +dp1-tp4-ep1-pp4-cp1-noRC,15,other,HistogramV2,AI_VECTOR_CORE,512,9026.1,16.4,17.629,22.6,0.112 +dp1-tp4-ep1-pp4-cp1-noRC,15,other,Index,AI_VECTOR_CORE,128,3875.26,29.2,30.275,36.74,0.048 +dp1-tp4-ep1-pp4-cp1-noRC,15,other,IndexPutV2,AI_VECTOR_CORE,64,2577.56,38.4,40.274,45.28,0.032 +dp1-tp4-ep1-pp4-cp1-noRC,15,other,LessEqual,AI_VECTOR_CORE,512,3069.84,5.56,5.995,7.92,0.038 +dp1-tp4-ep1-pp4-cp1-noRC,15,other,LinearIndex,AI_VECTOR_CORE,3584,26186.88,4.44,7.306,11.68,0.326 +dp1-tp4-ep1-pp4-cp1-noRC,15,other,LogicalAnd,AI_VECTOR_CORE,512,1115.58,1.84,2.178,2.84,0.014 +dp1-tp4-ep1-pp4-cp1-noRC,15,other,LogicalNot,AI_VECTOR_CORE,128,198.56,1.36,1.551,2.02,0.002 +dp1-tp4-ep1-pp4-cp1-noRC,15,other,LogicalOr,AI_VECTOR_CORE,1088,1739.7,1.3,1.598,2.64,0.022 +dp1-tp4-ep1-pp4-cp1-noRC,15,other,MaskedFill,AI_VECTOR_CORE,1024,5751.1,5.06,5.616,8.18,0.072 +dp1-tp4-ep1-pp4-cp1-noRC,15,other,MaskedScatter,AI_VECTOR_CORE,512,7739.14,13.9,15.115,19.3,0.096 +dp1-tp4-ep1-pp4-cp1-noRC,15,other,MaskedSelectV3,MIX_AIV,1024,6844.2,5.48,6.683,9.04,0.085 +dp1-tp4-ep1-pp4-cp1-noRC,15,other,ReduceSum,MIX_AIV,1856,83957.48,1.32,45.235,138.5,1.046 +dp1-tp4-ep1-pp4-cp1-noRC,15,other,ScatterAddWithSorted,AI_VECTOR_CORE,2048,153158.5,46.32,74.784,134.12,1.908 +dp1-tp4-ep1-pp4-cp1-noRC,15,other,ScatterElementsV2,AI_VECTOR_CORE,1536,15627.8,7.42,10.174,14.98,0.195 +dp1-tp4-ep1-pp4-cp1-noRC,15,other,SoftmaxV2,AI_VECTOR_CORE,1024,14665.4,13.08,14.321,18.82,0.183 +dp1-tp4-ep1-pp4-cp1-noRC,15,positional_encoding,RotaryPositionEmbedding,AI_VECTOR_CORE,1024,24133.18,16.06,23.567,51.32,0.301 +dp1-tp4-ep1-pp4-cp1-noRC,15,positional_encoding,RotaryPositionEmbeddingGrad,AI_VECTOR_CORE,1024,25673.0,18.08,25.071,32.08,0.32 +dp1-tp4-ep1-pp4-cp1-noRC,15,shape_transform,BroadcastTo,AI_VECTOR_CORE,576,931.74,1.3,1.617,2.46,0.012 +dp1-tp4-ep1-pp4-cp1-noRC,15,shape_transform,Cast,AI_VECTOR_CORE,13660,67041.46,1.14,4.907,1040.52,0.835 +dp1-tp4-ep1-pp4-cp1-noRC,15,shape_transform,ConcatD,AI_VECTOR_CORE,1793,11854.26,2.24,6.611,21.1,0.148 +dp1-tp4-ep1-pp4-cp1-noRC,15,shape_transform,NonZero,MIX_AIV,536,108349.52,5.38,202.144,222.9,1.35 +dp1-tp4-ep1-pp4-cp1-noRC,15,shape_transform,Range,AI_VECTOR_CORE,640,6149.02,7.76,9.607,17.84,0.077 +dp1-tp4-ep1-pp4-cp1-noRC,15,shape_transform,Slice,AI_VECTOR_CORE,7192,42377.06,2.68,5.892,28.66,0.528 +dp1-tp4-ep1-pp4-cp1-noRC,15,shape_transform,Sort,MIX_AIV,2560,32418.58,11.34,12.663,15.12,0.404 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+dp1-tp4-ep2-pp2-cp1-noRC,4,normalization,LpNormV2,MIX_AIV,115,17714.16,4.5,154.036,1164.82,0.262 +dp1-tp4-ep2-pp2-cp1-noRC,4,optimizer,ApplyAdamW,AI_VECTOR_CORE,96,74576.68,3.38,776.84,2974.94,1.104 +dp1-tp4-ep2-pp2-cp1-noRC,4,other,ArgMaxWithValue,AI_VECTOR_CORE,3072,22925.3,5.7,7.462,11.86,0.339 +dp1-tp4-ep2-pp2-cp1-noRC,4,other,Axpy,AI_VECTOR_CORE,1024,1618.24,1.34,1.58,2.2,0.024 +dp1-tp4-ep2-pp2-cp1-noRC,4,other,ClipByValueV2,AI_VECTOR_CORE,1024,15393.48,13.36,15.032,22.18,0.228 +dp1-tp4-ep2-pp2-cp1-noRC,4,other,Cumsum,AI_CPU,1024,38522.92,29.0,37.62,89.02,0.57 +dp1-tp4-ep2-pp2-cp1-noRC,4,other,DSARandomUniform,DSA_SQE,3072,207179.5,1.08,67.441,397.02,3.068 +dp1-tp4-ep2-pp2-cp1-noRC,4,other,GreaterEqual,AI_VECTOR_CORE,544,4491.06,4.18,8.255,13.5,0.067 +dp1-tp4-ep2-pp2-cp1-noRC,4,other,HistogramV2,AI_VECTOR_CORE,512,11980.34,22.42,23.399,32.28,0.177 +dp1-tp4-ep2-pp2-cp1-noRC,4,other,LessEqual,AI_VECTOR_CORE,512,4253.48,7.86,8.307,12.82,0.063 +dp1-tp4-ep2-pp2-cp1-noRC,4,other,LinearIndex,AI_VECTOR_CORE,3584,24519.32,4.46,6.841,11.66,0.363 +dp1-tp4-ep2-pp2-cp1-noRC,4,other,LogicalAnd,AI_VECTOR_CORE,512,1540.5,2.74,3.008,3.52,0.023 +dp1-tp4-ep2-pp2-cp1-noRC,4,other,LogicalNot,AI_VECTOR_CORE,64,107.18,1.4,1.674,2.38,0.002 +dp1-tp4-ep2-pp2-cp1-noRC,4,other,LogicalOr,AI_VECTOR_CORE,1056,1941.88,1.28,1.838,2.92,0.029 +dp1-tp4-ep2-pp2-cp1-noRC,4,other,MaskedFill,AI_VECTOR_CORE,1024,5986.32,5.24,5.846,8.16,0.089 +dp1-tp4-ep2-pp2-cp1-noRC,4,other,MaskedScatter,AI_VECTOR_CORE,512,9465.36,16.22,18.487,24.94,0.14 +dp1-tp4-ep2-pp2-cp1-noRC,4,other,MaskedSelectV3,MIX_AIV,1024,7228.76,5.52,7.059,9.48,0.107 +dp1-tp4-ep2-pp2-cp1-noRC,4,other,ReduceSum,MIX_AIV,1536,78128.44,23.06,50.864,158.56,1.157 +dp1-tp4-ep2-pp2-cp1-noRC,4,other,ScatterAddWithSorted,AI_VECTOR_CORE,2048,169026.8,35.66,82.532,198.04,2.503 +dp1-tp4-ep2-pp2-cp1-noRC,4,other,ScatterElementsV2,AI_VECTOR_CORE,1536,15366.44,7.5,10.004,14.58,0.228 +dp1-tp4-ep2-pp2-cp1-noRC,4,other,SoftmaxV2,AI_VECTOR_CORE,1024,14402.46,12.82,14.064,18.22,0.213 +dp1-tp4-ep2-pp2-cp1-noRC,4,positional_encoding,RotaryPositionEmbedding,AI_VECTOR_CORE,1024,24688.3,17.1,24.109,35.82,0.366 +dp1-tp4-ep2-pp2-cp1-noRC,4,positional_encoding,RotaryPositionEmbeddingGrad,AI_VECTOR_CORE,1024,25757.76,18.46,25.154,31.72,0.381 +dp1-tp4-ep2-pp2-cp1-noRC,4,shape_transform,BroadcastTo,AI_VECTOR_CORE,512,797.36,1.3,1.557,2.68,0.012 +dp1-tp4-ep2-pp2-cp1-noRC,4,shape_transform,Cast,AI_VECTOR_CORE,13344,65103.58,0.98,4.878,522.24,0.964 +dp1-tp4-ep2-pp2-cp1-noRC,4,shape_transform,ConcatD,AI_VECTOR_CORE,1793,12553.9,2.32,7.001,53.3,0.186 +dp1-tp4-ep2-pp2-cp1-noRC,4,shape_transform,NonZero,MIX_AIV,536,167025.84,5.28,311.615,367.42,2.473 +dp1-tp4-ep2-pp2-cp1-noRC,4,shape_transform,Range,AI_VECTOR_CORE,512,4715.86,8.56,9.21,17.0,0.07 +dp1-tp4-ep2-pp2-cp1-noRC,4,shape_transform,Slice,AI_VECTOR_CORE,7192,48897.44,2.68,6.798,39.34,0.724 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+dp1-tp4-ep2-pp2-cp1-noRC,5,elementwise,Equal,AI_VECTOR_CORE,1024,2435.8,2.0,2.378,3.14,0.036 +dp1-tp4-ep2-pp2-cp1-noRC,5,elementwise,Greater,AI_VECTOR_CORE,2072,6191.56,1.22,2.988,6.12,0.091 +dp1-tp4-ep2-pp2-cp1-noRC,5,elementwise,Less,AI_VECTOR_CORE,32,145.68,4.22,4.552,4.9,0.002 +dp1-tp4-ep2-pp2-cp1-noRC,5,elementwise,Log,AI_VECTOR_CORE,2048,6137.56,2.14,2.996,4.36,0.09 +dp1-tp4-ep2-pp2-cp1-noRC,5,elementwise,Mul,AI_VECTOR_CORE,11475,334606.22,1.24,29.159,2646.32,4.924 +dp1-tp4-ep2-pp2-cp1-noRC,5,elementwise,Muls,AI_VECTOR_CORE,64,1118.78,11.62,17.48,27.2,0.016 +dp1-tp4-ep2-pp2-cp1-noRC,5,elementwise,NotEqual,AI_VECTOR_CORE,19,43.8,2.12,2.305,2.5,0.001 +dp1-tp4-ep2-pp2-cp1-noRC,5,elementwise,Pow,AI_VECTOR_CORE,256,1209.0,4.02,4.722,5.28,0.018 +dp1-tp4-ep2-pp2-cp1-noRC,5,elementwise,Pows,AI_VECTOR_CORE,58,196.26,2.22,3.383,4.7,0.003 +dp1-tp4-ep2-pp2-cp1-noRC,5,elementwise,RealDiv,AI_VECTOR_CORE,2560,8206.68,1.36,3.205,4.72,0.121 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+dp1-tp4-ep2-pp2-cp1-noRC,5,other,Axpy,AI_VECTOR_CORE,1024,1615.62,1.36,1.577,2.22,0.024 +dp1-tp4-ep2-pp2-cp1-noRC,5,other,ClipByValueV2,AI_VECTOR_CORE,1024,15347.88,13.22,14.988,21.54,0.226 +dp1-tp4-ep2-pp2-cp1-noRC,5,other,Cumsum,AI_CPU,1024,39139.02,29.74,38.221,85.12,0.576 +dp1-tp4-ep2-pp2-cp1-noRC,5,other,DSARandomUniform,DSA_SQE,3072,207114.36,1.08,67.42,396.62,3.048 +dp1-tp4-ep2-pp2-cp1-noRC,5,other,GreaterEqual,AI_VECTOR_CORE,544,4551.04,4.3,8.365,13.54,0.067 +dp1-tp4-ep2-pp2-cp1-noRC,5,other,HistogramV2,AI_VECTOR_CORE,512,12167.04,22.4,23.763,32.42,0.179 +dp1-tp4-ep2-pp2-cp1-noRC,5,other,LessEqual,AI_VECTOR_CORE,512,4361.84,7.9,8.519,13.42,0.064 +dp1-tp4-ep2-pp2-cp1-noRC,5,other,LinearIndex,AI_VECTOR_CORE,3584,25151.94,4.44,7.017,11.22,0.37 +dp1-tp4-ep2-pp2-cp1-noRC,5,other,LogicalAnd,AI_VECTOR_CORE,512,1579.46,2.86,3.084,3.8,0.023 +dp1-tp4-ep2-pp2-cp1-noRC,5,other,LogicalNot,AI_VECTOR_CORE,64,107.0,1.4,1.671,4.42,0.002 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+dp1-tp4-ep2-pp2-cp1-noRC,5,positional_encoding,RotaryPositionEmbeddingGrad,AI_VECTOR_CORE,1024,25585.54,18.34,24.985,31.96,0.377 +dp1-tp4-ep2-pp2-cp1-noRC,5,shape_transform,BroadcastTo,AI_VECTOR_CORE,512,800.9,1.32,1.564,2.38,0.012 +dp1-tp4-ep2-pp2-cp1-noRC,5,shape_transform,Cast,AI_VECTOR_CORE,13344,63486.18,0.98,4.757,525.2,0.934 +dp1-tp4-ep2-pp2-cp1-noRC,5,shape_transform,ConcatD,AI_VECTOR_CORE,1793,12635.36,2.28,7.047,53.88,0.186 +dp1-tp4-ep2-pp2-cp1-noRC,5,shape_transform,NonZero,MIX_AIV,536,168858.3,5.16,315.034,376.02,2.485 +dp1-tp4-ep2-pp2-cp1-noRC,5,shape_transform,Range,AI_VECTOR_CORE,512,4712.86,8.12,9.204,15.52,0.069 +dp1-tp4-ep2-pp2-cp1-noRC,5,shape_transform,Slice,AI_VECTOR_CORE,7192,47958.44,2.48,6.668,38.42,0.706 +dp1-tp4-ep2-pp2-cp1-noRC,5,shape_transform,Sort,MIX_AIV,2592,38617.6,9.02,14.898,24.08,0.568 +dp1-tp4-ep2-pp2-cp1-noRC,5,shape_transform,Transpose,AI_VECTOR_CORE,512,7555.76,13.38,14.757,20.86,0.111 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+dp1-tp4-ep2-pp2-cp1-noRC,9,elementwise,Equal,AI_VECTOR_CORE,1024,2449.04,1.98,2.391,3.5,0.036 +dp1-tp4-ep2-pp2-cp1-noRC,9,elementwise,Exp,AI_VECTOR_CORE,32,1420.68,43.6,44.396,48.0,0.021 +dp1-tp4-ep2-pp2-cp1-noRC,9,elementwise,Greater,AI_VECTOR_CORE,2072,6584.32,1.26,3.177,7.24,0.096 +dp1-tp4-ep2-pp2-cp1-noRC,9,elementwise,Less,AI_VECTOR_CORE,32,147.92,4.26,4.622,5.2,0.002 +dp1-tp4-ep2-pp2-cp1-noRC,9,elementwise,Log,AI_VECTOR_CORE,2080,5636.8,1.86,2.71,3.84,0.082 +dp1-tp4-ep2-pp2-cp1-noRC,9,elementwise,Mul,AI_VECTOR_CORE,11665,329636.26,1.22,28.258,2683.98,4.803 +dp1-tp4-ep2-pp2-cp1-noRC,9,elementwise,NotEqual,AI_VECTOR_CORE,48,105.56,1.88,2.199,2.72,0.002 +dp1-tp4-ep2-pp2-cp1-noRC,9,elementwise,Pow,AI_VECTOR_CORE,256,1236.16,4.24,4.828,5.3,0.018 +dp1-tp4-ep2-pp2-cp1-noRC,9,elementwise,Pows,AI_VECTOR_CORE,59,196.2,2.26,3.325,4.52,0.003 +dp1-tp4-ep2-pp2-cp1-noRC,9,elementwise,RealDiv,AI_VECTOR_CORE,2753,12345.04,1.22,4.484,139.92,0.18 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+dp1-tp4-ep2-pp2-cp1-noRC,10,other,SoftmaxV2,AI_VECTOR_CORE,1024,14624.342,13.02,14.281,19.541,0.215 +dp1-tp4-ep2-pp2-cp1-noRC,10,positional_encoding,RotaryPositionEmbedding,AI_VECTOR_CORE,1024,24095.613,16.02,23.53,34.381,0.354 +dp1-tp4-ep2-pp2-cp1-noRC,10,positional_encoding,RotaryPositionEmbeddingGrad,AI_VECTOR_CORE,1024,25679.454,18.141,25.077,32.741,0.377 +dp1-tp4-ep2-pp2-cp1-noRC,10,shape_transform,BroadcastTo,AI_VECTOR_CORE,544,897.639,1.26,1.65,2.52,0.013 +dp1-tp4-ep2-pp2-cp1-noRC,10,shape_transform,Cast,AI_VECTOR_CORE,13409,60414.091,0.96,4.505,521.85,0.888 +dp1-tp4-ep2-pp2-cp1-noRC,10,shape_transform,ConcatD,AI_VECTOR_CORE,1793,12113.057,2.201,6.755,53.161,0.178 +dp1-tp4-ep2-pp2-cp1-noRC,10,shape_transform,NonZero,MIX_AIV,536,168862.267,5.44,315.041,366.948,2.481 +dp1-tp4-ep2-pp2-cp1-noRC,10,shape_transform,Range,AI_VECTOR_CORE,576,4954.941,7.2,8.602,12.98,0.073 +dp1-tp4-ep2-pp2-cp1-noRC,10,shape_transform,Slice,AI_VECTOR_CORE,7192,49037.376,2.481,6.818,42.741,0.721 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+dp1-tp4-ep2-pp2-cp1-noRC,11,elementwise,Equal,AI_VECTOR_CORE,1024,2511.36,1.98,2.452,3.56,0.037 +dp1-tp4-ep2-pp2-cp1-noRC,11,elementwise,Exp,AI_VECTOR_CORE,32,1431.16,43.68,44.723,49.1,0.021 +dp1-tp4-ep2-pp2-cp1-noRC,11,elementwise,Greater,AI_VECTOR_CORE,2072,6611.62,1.28,3.19,7.36,0.097 +dp1-tp4-ep2-pp2-cp1-noRC,11,elementwise,Less,AI_VECTOR_CORE,32,147.58,4.34,4.611,5.16,0.002 +dp1-tp4-ep2-pp2-cp1-noRC,11,elementwise,Log,AI_VECTOR_CORE,2080,5643.68,1.84,2.713,3.82,0.083 +dp1-tp4-ep2-pp2-cp1-noRC,11,elementwise,Mul,AI_VECTOR_CORE,11665,329232.18,1.24,28.223,2691.9,4.847 +dp1-tp4-ep2-pp2-cp1-noRC,11,elementwise,NotEqual,AI_VECTOR_CORE,48,106.6,1.9,2.22,2.96,0.002 +dp1-tp4-ep2-pp2-cp1-noRC,11,elementwise,Pow,AI_VECTOR_CORE,256,1228.88,4.16,4.8,5.38,0.018 +dp1-tp4-ep2-pp2-cp1-noRC,11,elementwise,Pows,AI_VECTOR_CORE,59,196.34,2.34,3.327,4.78,0.003 +dp1-tp4-ep2-pp2-cp1-noRC,11,elementwise,RealDiv,AI_VECTOR_CORE,2753,12348.22,1.24,4.485,141.9,0.182 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+dp1-tp4-ep2-pp2-cp1-noRC,13,other,Axpy,AI_VECTOR_CORE,1024,1611.64,1.32,1.573,2.38,0.024 +dp1-tp4-ep2-pp2-cp1-noRC,13,other,ClipByValueV2,AI_VECTOR_CORE,1024,15438.2,13.48,15.076,22.68,0.226 +dp1-tp4-ep2-pp2-cp1-noRC,13,other,Cumsum,AI_CPU,1024,41740.44,30.34,40.762,94.98,0.61 +dp1-tp4-ep2-pp2-cp1-noRC,13,other,DSARandomUniform,DSA_SQE,3072,207104.44,1.06,67.416,396.8,3.029 +dp1-tp4-ep2-pp2-cp1-noRC,13,other,Fill,AI_VECTOR_CORE,32,49.22,1.36,1.538,1.76,0.001 +dp1-tp4-ep2-pp2-cp1-noRC,13,other,GreaterEqual,AI_VECTOR_CORE,544,4683.1,4.36,8.608,12.8,0.068 +dp1-tp4-ep2-pp2-cp1-noRC,13,other,HistogramV2,AI_VECTOR_CORE,512,11802.2,21.76,23.051,30.88,0.173 +dp1-tp4-ep2-pp2-cp1-noRC,13,other,Index,AI_VECTOR_CORE,64,1866.86,28.34,29.169,34.96,0.027 +dp1-tp4-ep2-pp2-cp1-noRC,13,other,IndexPutV2,AI_VECTOR_CORE,32,1275.66,38.0,39.864,41.94,0.019 +dp1-tp4-ep2-pp2-cp1-noRC,13,other,LessEqual,AI_VECTOR_CORE,512,4298.34,7.78,8.395,12.4,0.063 +dp1-tp4-ep2-pp2-cp1-noRC,13,other,LinearIndex,AI_VECTOR_CORE,3584,25628.9,4.44,7.15,12.06,0.375 +dp1-tp4-ep2-pp2-cp1-noRC,13,other,LogicalAnd,AI_VECTOR_CORE,512,1443.72,2.48,2.819,5.52,0.021 +dp1-tp4-ep2-pp2-cp1-noRC,13,other,LogicalNot,AI_VECTOR_CORE,64,98.5,1.3,1.539,1.84,0.001 +dp1-tp4-ep2-pp2-cp1-noRC,13,other,LogicalOr,AI_VECTOR_CORE,1056,1813.18,1.26,1.717,3.18,0.027 +dp1-tp4-ep2-pp2-cp1-noRC,13,other,MaskedFill,AI_VECTOR_CORE,1024,5719.96,4.98,5.585,8.26,0.084 +dp1-tp4-ep2-pp2-cp1-noRC,13,other,MaskedScatter,AI_VECTOR_CORE,512,9049.46,15.3,17.674,24.38,0.132 +dp1-tp4-ep2-pp2-cp1-noRC,13,other,MaskedSelectV3,MIX_AIV,1024,7282.9,5.64,7.112,14.4,0.107 +dp1-tp4-ep2-pp2-cp1-noRC,13,other,ReduceSum,MIX_AIV,1696,85265.56,1.32,50.274,156.26,1.247 +dp1-tp4-ep2-pp2-cp1-noRC,13,other,ScatterAddWithSorted,AI_VECTOR_CORE,2048,167961.36,39.96,82.012,210.18,2.456 +dp1-tp4-ep2-pp2-cp1-noRC,13,other,ScatterElementsV2,AI_VECTOR_CORE,1536,15609.38,7.5,10.162,14.82,0.228 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+dp1-tp4-ep2-pp2-cp1-noRC,14,elementwise,Equal,AI_VECTOR_CORE,1024,2613.0,2.02,2.551,3.76,0.038 +dp1-tp4-ep2-pp2-cp1-noRC,14,elementwise,Exp,AI_VECTOR_CORE,32,1421.64,43.56,44.426,46.06,0.021 +dp1-tp4-ep2-pp2-cp1-noRC,14,elementwise,Greater,AI_VECTOR_CORE,2072,6599.52,1.24,3.185,7.2,0.096 +dp1-tp4-ep2-pp2-cp1-noRC,14,elementwise,Less,AI_VECTOR_CORE,32,148.66,4.2,4.645,4.94,0.002 +dp1-tp4-ep2-pp2-cp1-noRC,14,elementwise,Log,AI_VECTOR_CORE,2080,5636.06,1.86,2.709,3.78,0.082 +dp1-tp4-ep2-pp2-cp1-noRC,14,elementwise,Mul,AI_VECTOR_CORE,11684,335500.92,1.18,28.714,2651.9,4.871 +dp1-tp4-ep2-pp2-cp1-noRC,14,elementwise,NotEqual,AI_VECTOR_CORE,48,108.32,1.92,2.256,2.96,0.002 +dp1-tp4-ep2-pp2-cp1-noRC,14,elementwise,Pow,AI_VECTOR_CORE,256,1229.74,4.08,4.803,5.58,0.018 +dp1-tp4-ep2-pp2-cp1-noRC,14,elementwise,Pows,AI_VECTOR_CORE,64,210.64,2.32,3.291,4.48,0.003 +dp1-tp4-ep2-pp2-cp1-noRC,14,elementwise,RealDiv,AI_VECTOR_CORE,2753,12345.72,1.22,4.484,139.72,0.179 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+dp1-tp8-ep1-pp2-cp1-noRC,15,other,ClipByValueV2,AI_VECTOR_CORE,2048,31402.74,13.52,15.333,23.1,0.301 +dp1-tp8-ep1-pp2-cp1-noRC,15,other,Cumsum,AI_CPU,2048,75870.46,28.14,37.046,89.8,0.728 +dp1-tp8-ep1-pp2-cp1-noRC,15,other,DSARandomUniform,DSA_SQE,6144,210169.14,1.02,34.207,198.88,2.018 +dp1-tp8-ep1-pp2-cp1-noRC,15,other,Fill,AI_VECTOR_CORE,64,96.24,1.3,1.503,1.82,0.001 +dp1-tp8-ep1-pp2-cp1-noRC,15,other,GreaterEqual,AI_VECTOR_CORE,1088,6735.94,4.48,6.191,7.46,0.065 +dp1-tp8-ep1-pp2-cp1-noRC,15,other,HistogramV2,AI_VECTOR_CORE,1024,18250.78,16.72,17.823,23.92,0.175 +dp1-tp8-ep1-pp2-cp1-noRC,15,other,Index,AI_VECTOR_CORE,128,3792.66,28.74,29.63,36.8,0.036 +dp1-tp8-ep1-pp2-cp1-noRC,15,other,IndexPutV2,AI_VECTOR_CORE,64,2546.08,37.42,39.782,43.9,0.024 +dp1-tp8-ep1-pp2-cp1-noRC,15,other,LessEqual,AI_VECTOR_CORE,1024,5883.62,5.28,5.745,7.34,0.056 +dp1-tp8-ep1-pp2-cp1-noRC,15,other,LinearIndex,AI_VECTOR_CORE,7168,46392.04,3.04,6.472,12.32,0.445 +dp1-tp8-ep1-pp2-cp1-noRC,15,other,LogicalAnd,AI_VECTOR_CORE,1024,2171.24,1.84,2.12,3.2,0.021 +dp1-tp8-ep1-pp2-cp1-noRC,15,other,LogicalNot,AI_VECTOR_CORE,128,202.98,1.3,1.585,1.96,0.002 +dp1-tp8-ep1-pp2-cp1-noRC,15,other,LogicalOr,AI_VECTOR_CORE,2112,3543.96,1.3,1.678,2.84,0.034 +dp1-tp8-ep1-pp2-cp1-noRC,15,other,MaskedFill,AI_VECTOR_CORE,2048,8201.08,3.5,4.004,4.86,0.079 +dp1-tp8-ep1-pp2-cp1-noRC,15,other,MaskedScatter,AI_VECTOR_CORE,1024,16320.02,14.84,15.937,21.0,0.157 +dp1-tp8-ep1-pp2-cp1-noRC,15,other,MaskedSelectV3,MIX_AIV,2048,12821.16,5.3,6.26,10.08,0.123 +dp1-tp8-ep1-pp2-cp1-noRC,15,other,ReduceSum,MIX_AIV,3392,142377.48,1.28,41.974,92.3,1.367 +dp1-tp8-ep1-pp2-cp1-noRC,15,other,ScatterAddWithSorted,AI_VECTOR_CORE,4096,305901.06,46.4,74.682,133.78,2.937 +dp1-tp8-ep1-pp2-cp1-noRC,15,other,ScatterElementsV2,AI_VECTOR_CORE,3072,30571.54,7.06,9.951,15.16,0.294 +dp1-tp8-ep1-pp2-cp1-noRC,15,other,SoftmaxV2,AI_VECTOR_CORE,2048,28352.8,12.74,13.844,18.54,0.272 +dp1-tp8-ep1-pp2-cp1-noRC,15,positional_encoding,RotaryPositionEmbedding,AI_VECTOR_CORE,2048,44480.7,16.88,21.719,28.14,0.427 +dp1-tp8-ep1-pp2-cp1-noRC,15,positional_encoding,RotaryPositionEmbeddingGrad,AI_VECTOR_CORE,2048,43408.04,15.92,21.195,29.12,0.417 +dp1-tp8-ep1-pp2-cp1-noRC,15,shape_transform,BroadcastTo,AI_VECTOR_CORE,1088,1694.42,1.26,1.557,2.32,0.016 +dp1-tp8-ep1-pp2-cp1-noRC,15,shape_transform,Cast,AI_VECTOR_CORE,26804,107866.42,1.06,4.024,523.38,1.036 +dp1-tp8-ep1-pp2-cp1-noRC,15,shape_transform,ConcatD,AI_VECTOR_CORE,3585,21546.54,2.34,6.01,52.16,0.207 +dp1-tp8-ep1-pp2-cp1-noRC,15,shape_transform,NonZero,MIX_AIV,1048,214199.68,5.3,204.389,217.34,2.056 +dp1-tp8-ep1-pp2-cp1-noRC,15,shape_transform,Range,AI_VECTOR_CORE,1152,10912.62,7.84,9.472,17.46,0.105 +dp1-tp8-ep1-pp2-cp1-noRC,15,shape_transform,Slice,AI_VECTOR_CORE,15384,77410.24,2.5,5.031,16.08,0.743 +dp1-tp8-ep1-pp2-cp1-noRC,15,shape_transform,Sort,MIX_AIV,5120,62974.62,11.24,12.299,13.98,0.605 +dp1-tp8-ep1-pp2-cp1-noRC,15,shape_transform,Transpose,AI_VECTOR_CORE,1024,13857.26,12.26,13.532,18.58,0.133