andcarminati
commented
2 weeks ago QoR results:
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| Core_Compute_Cycle_Count | FullyConnect_aie2_bf16 | Conv2D_edge_mode_0 | Conv2D_2x8_1 | Softmax_bf16_0 | Abs_bf16_0 | Abs_int8_0 | Add2D_0 | Add2D_1 | Add2D_Standalone_0 | Add2D_Standalone_1 | Add2D_bf16_0 | Add2D_bf16_1 | AddAttributeBroadcasting_aie2_bf16 | AddAttributeBroadcasting_aie2_int8 | AddBf16_aie2_0 | AddBroadcastingBf16_aie2_0 | AddBroadcasting_aie2_0 | Add_aie2_0 | AvgPool2D_0 | AvgPool2D_1 | AvgPool2D_aie2_bfloat16_0 | AvgPool2D_aie2_bfloat16_1 | AvgPool2D_aie2_int8_0 | AvgPool2D_aie2_int8_1 | BatchNorm1d_aie2_bfloat16 | BatchNorm1d_aie2_int8 | BatchNorm2D_0 | BatchNorm2D_1 | BilinearInterpolation_0 | BitShift_AIE2_int8 | BitwiseAnd_int8_0 | BitwiseNot_aie2_0 | BitwiseOr_int8_0 | BitwiseXor_aie2_int8 | Cast_aie2_bfloat16 | Cast_aie2_bfloat16_1 | Cast_aie2_int8 | Cast_aie2_int8_1 | Ceil_AIE2_bfloat16 | Ceil_AIE2_int8 | ChannelsFirstFlatten_bf16_0 | ChannelsFirstFlatten_int8_0 | Clip_aie2_bf16 | Clip_aie2_int8 | CompareOpsAttributeBroadcasting_aie2_bf16 | CompareOpsAttributeBroadcasting_aie2_int8 | CompareOpsBroadcasting_K_EQ_GE_GT_LE_LT_CMP_GE_bfloat16_aie2 | CompareOpsBroadcasting_K_EQ_GE_GT_LE_LT_CMP_GE_int8_aie2 | CompareOps_K_EQ_GE_GT_LE_LT_CMP_EQ_bfloat16_aie2 | CompareOps_K_EQ_GE_GT_LE_LT_CMP_EQ_int8_aie2 | CompareOps_K_EQ_GE_GT_LE_LT_CMP_GE_bfloat16_aie2 | CompareOps_K_EQ_GE_GT_LE_LT_CMP_GE_int8_aie2 | CompareOps_K_EQ_GE_GT_LE_LT_CMP_GE_int8_aie2_ptr_interface | CompareOps_K_EQ_GE_GT_LE_LT_CMP_GT_int32_aie2 | Conv1D_DW_AIE2_bf16_0 | Conv1D_DW_AIE2_bf16_1 | Conv1D_DW_AIE2_int8_0 | Conv1D_DW_AIE2_int8_1 | Conv2D_0 | Conv2D_1 | Conv2D_2x8_0 | Conv2D_7x7s2_Layer1_0 | Conv2D_7x7s2_Layer1_1 | Conv2D_11x11s4_0 | Conv2D_11x11s4_1 | Conv2D_11x11s4_Layer1_0 | Conv2D_11x11s4_Layer1_1 | Conv2D_DW_0 | Conv2D_DW_1 | Conv2D_DW_bf16_0 | Conv2D_DW_bf16_1 | Conv2D_FC_0 | Conv2D_FC_1 | Conv2D_LReLU_0 | Conv2D_LReLU_1 | Conv2D_ReLU_0 | Conv2D_ReLU_1 | Conv2D_ReLU_Standalone_0 | Conv2D_ReLU_Standalone_1 | Conv2D_ReLU_int8_0 | Conv2D_ReLU_int8_1 | Conv2D_SV60 | Conv2D_Transpose_AIE2_0 | Conv2D_Transpose_AIE2_1 | Conv2D_Transpose_bf16_AIE2_0 | Conv2D_Transpose_bf16_AIE2_1 | Conv2D_edge_mode_1 | Conv2D_mixed_batch_0 | Conv2D_mixed_batch_1 | DegroupG4_aie2_bf16_0 | DegroupG4_aie2_bf16_1 | DegroupG4_aie2_int8_0 | DegroupG4_aie2_int8_1 | DegroupG8_aie2_bf16_0 | DegroupG8_aie2_bf16_1 | DegroupG8_aie2_int8_0 | DegroupG8_aie2_int8_1 | DilatedConv2D_1 | DivAttributeBroadcasting_aie2_bf16_0 | DivAttributeBroadcasting_aie2_int8_0 | DivBroadcasting_aie2_0 | DivBroadcasting_aie2_1 | EleMax_aie2_bfloat16 | EleMax_aie2_int8 | EleMin_aie2_bfloat16 | EleMin_aie2_int8 | ElemDiv_aie2_0 | ElemDiv_aie2_1 | Elu_aie2_bf16_0 | Elu_aie2_int8_0 | Erf_aie2_bf16_0 | Erf_aie2_int8_0 | Erf_aie2_int8_0_ptr_interface | Exp_bf16_0 | Exp_bf16_1 | Expand_aie2_bfloat16 | Expand_aie2_int8 | Floor_aie2_0 | Floor_aie2_1 | FullyConnect_aie2_int8 | GELU_0 | GELU_1 | GEMM_bf16_0 | GEMM_bf16_1 | GEMM_int8_0 | GEMM_int8_1 | GEMV_0 | GEMV_1 | GeluTemplated_aie2_bf16 | GeluTemplated_aie2_int8 | GroupG4_aie2_bf16_0 | GroupG4_aie2_bf16_1 | GroupG4_aie2_int8_0 | GroupG4_aie2_int8_1 | GroupG8_aie2_bf16_0 | GroupG8_aie2_bf16_1 | GroupG8_aie2_int8_0 | GroupG8_aie2_int8_1 | HardSigmoidTemplated_bf16_0 | HardSigmoidTemplated_int8_0 | HardSigmoid_bf16_0 | HardSigmoid_bf16_1 | HardSigmoid_int8_0 | HardSigmoid_int8_1 | HardswishAsHardsigmoid_aie2_0 | HardswishAsHardsigmoid_aie2_1 | Hardswish_aie2_0 | Hardswish_aie2_1 | InstanceNormPart1_aie2_bf16_0 | InstanceNormPart1_aie2_int8_0 | InstanceNormPart2_aie2_bf16_0 | InstanceNormPart2_aie2_int8_0 | InterpolateLinear1D_AIE2_bfloat16 | InterpolateLinear1D_AIE2_int8 | LayerNormC8Part1_aie2_bf16_0 | LayerNormC8Part1_aie2_int8_0 | LayerNormC8Part2_aie2_bf16_0 | LayerNormC8Part2_aie2_int8_0 | LayerNorm_0 | LayerNorm_1 | Log_bf16_0 | Log_int8_0 | LogicalNot_aie2_0 | LogicalXor_aie2_int8 | MaxPool2D_0 | MaxPool2D_1 | MaxPool2D_bf16_0 | MaxPool2D_bf16_1 | Mish_aie2_bfloat16 | Mish_aie2_int8 | Mod_aie2_bf16 | Mul2D_0 | Mul2D_1 | Mul2d_bf16_0 | Mul2d_bf16_1 | MulAttributeBroadcasting_aie2_bf16_0 | MulAttributeBroadcasting_aie2_int8_0 | MulBf16_aie2_0 | MulBroadcastingBf16_aie2_0 | MulBroadcasting_aie2_0 | Mul_aie2_0 | Neg_aie2_0 | Neg_aie2_1 | Pad2D_0 | Pad2D_1 | Pad2D_bf16_0 | Pad3D_AIE2_bfloat16 | Pad3D_AIE2_int8 | PixelShuffle_aie2_bf16 | PixelShuffle_aie2_int8 | PixelUnshuffle_bf16_0 | PixelUnshuffle_int8_0 | PowAttributeBroadcasting_aie2_bf16_0 | PowAttributeBroadcasting_aie2_int8_0 | Pow_bf16_0 | Pow_bf16_1 | Pow_int8_0 | Range_bfloat16_aie2_0 | Range_bfloat16_aie2_1 | Range_int8_aie2_0 | Range_int8_aie2_1 | Reciprocal_aie2_0 | Reciprocal_aie2_1 | ReduceMax_bf16_0 | ReduceMax_bf16_1 | ReduceMax_int8_0 | ReduceMax_int8_1 | ReduceMeanAxis_1_aie2_bf16 | ReduceMeanAxis_1_aie2_int8 | ReduceMeanAxis_2_aie2_bf16 | ReduceMeanAxis_2_aie2_int8 | ReduceMeanAxis_3_aie2_bf16 | ReduceMeanAxis_3_aie2_int8 | ReduceMeanAxis_4_aie2_bf16 | ReduceMeanAxis_4_aie2_int8 | ReduceMeanAxis_5_aie2_bf16 | ReduceMeanAxis_5_aie2_int8 | ReduceMeanAxis_6_aie2_bf16 | ReduceMeanAxis_6_aie2_int8 | ReduceMeanAxis_7_aie2_bf16 | ReduceMeanAxis_7_aie2_int8 | ReduceMin1D_aie2_bf16 | ReduceMin1D_aie2_int8 | ReduceMin_bf16_0 | ReduceMin_bf16_1 | ReduceMin_int8_0 | ReduceMin_int8_1 | ReduceProdAxis_1_aie2_bf16 | ReduceProdAxis_2_aie2_bf16 | ReduceProdAxis_3_aie2_bf16 | ReduceProdAxis_4_aie2_bf16 | ReduceProdAxis_5_aie2_bf16 | ReduceProdAxis_6_aie2_bf16 | ReduceProdAxis_7_aie2_bf16 | ReduceSumAxis_1_aie2_bf16 | ReduceSumAxis_1_aie2_int8 | ReduceSumAxis_2_aie2_bf16 | ReduceSumAxis_2_aie2_int8 | ReduceSumAxis_3_aie2_bf16 | ReduceSumAxis_3_aie2_int8 | ReduceSumAxis_4_aie2_bf16 | ReduceSumAxis_4_aie2_int8 | ReduceSumAxis_5_aie2_bf16 | ReduceSumAxis_5_aie2_int8 | ReduceSumAxis_6_aie2_bf16 | ReduceSumAxis_6_aie2_int8 | ReduceSumAxis_7_aie2_bf16 | ReduceSumAxis_7_aie2_int8 | ReduceSum_bf16_0 | ReduceSum_bf16_1 | ReduceSum_int8_0 | ReduceSum_int8_1 | Requantize_0 | Requantize_1 | Rescale_aie2_int8_0 | Round_aie2_0 | Round_aie2_1 | Rsqrt_aie2_bf16_0 | Rsqrt_aie2_int8_0 | Scale_Add_0 | Scale_Add_1 | Scale_Add_bf16_0 | Scale_Add_bf16_1 | Select_aie2_bf16 | Select_aie2_int8 | Shrink_aie2_0 | Shrink_aie2_1 | SiLU_aie2_bf16 | SiLU_aie2_int8 | SiLU_aie2_int8_1 | SigmoidTemplated_bf16_0 | SigmoidTemplated_int8_0 | SigmoidTemplated_int8_1 | Sigmoid_bf16_0 | Sigmoid_bf16_1 | Sigmoid_int8_0 | Sigmoid_int8_1 | Sign_bf16_0 | Sign_bf16_1 | Sign_int8_0 | Sign_int8_1 | Sin_aie2_bf16 | Sin_aie2_int8 | Slice_bfloat16_0 | Slice_int8_0 | Softmax_1 | Softmax_bf16_1 | Sqrt_bf16_0 | Sqrt_bf16_1 | Sqrt_int8_0 | Sqrt_int8_1 | Squeeze_bfloat16_0 | Squeeze_int8_0 | SubAttributeBroadcasting_aie2_bf16_0 | SubAttributeBroadcasting_aie2_int8_0 | SubBroadcasting_aie2_bf16_0 | SubBroadcasting_aie2_int8_0 | SubBroadcasting_aie2_int8_0_ptr_interface | Sub_aie2_bf16_0 | Sub_aie2_int8_0 | Sub_aie2_int8_0_ptr_interface | TanhTemplated_aie2_bfloat16 | TanhTemplated_aie2_int8 | Tanh_0 | Tanh_1 | Tanh_int8_0 | Tanh_int8_1 | ThresholdedRelu_aie2_bfloat16 | ThresholdedRelu_aie2_int8 | Tile_aie2_bf16_0 | Tile_aie2_int8_1 | Topk1D_bf16_0 | Topk1D_bf16_1 | Topk1D_int8_0 | Topk1D_int8_1 | Topk2D_bf16_0 | Topk2D_bf16_1 | Topk2D_int8_0 | Topk2D_int8_1 | Transpose_aie2_bf16_021 | Transpose_aie2_bf16_021_pad | Transpose_aie2_bf16_102 | Transpose_aie2_bf16_102_pad | Transpose_aie2_bf16_120 | Transpose_aie2_bf16_120_pad | Transpose_aie2_bf16_201 | Transpose_aie2_bf16_201_pad | Transpose_aie2_bf16_210 | Transpose_aie2_bf16_210_pad | Transpose_aie2_int8_021 | Transpose_aie2_int8_021_pad | Transpose_aie2_int8_102 | Transpose_aie2_int8_102_pad | Transpose_aie2_int8_120 | Transpose_aie2_int8_120_pad | Transpose_aie2_int8_201 | Transpose_aie2_int8_201_pad | Transpose_aie2_int8_210 | Transpose_aie2_int8_210_pad | bfloat16 | int8 | Conv2D_bf16_0 | Conv2D_bf16_1 | Averege diff | Diff stdev | Quantile #1 | Quantile #2 | Quantile #3 | Quantile #4 | Quantile #5 | Quantile #6 | Quantile #7 | Quantile #8 | Quantile #9 |
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| aie-public | 1090 | 30301 | 3822 | 6351 | 376 | 510 | 217 | 435 | 322 | 482 | 254 | 298 | 762 | 807 | 673 | 728 | 776 | 726 | 1068 | 780 | 3247 | 2247 | 1068 | 780 | 390 | 408 | 308 | 416 | 667 | 2008 | 467 | 135 | 467 | 710 | 974 | 974 | 725 | 725 | 1413 | 446 | 13604 | 11932 | 227 | 246 | 1499 | 1185 | 1455 | 960 | 1462 | 967 | 1474 | 978 | 978 | 1098 | 3358 | 3902 | 1539 | 1773 | 7695 | 2450 | 1819 | 5886 | 1613 | 5785 | 5420 | 4275 | 2979 | 2941 | 853 | 1177 | 3894 | 2650 | 1143 | 2175 | 5263 | 1276 | 27511 | 1276 | 2533 | 10164 | 927 | 858 | 53845 | 14441 | 433874 | 6292 | 18726 | 11096 | 21520 | 603 | 990 | 364 | 558 | 747 | 1149 | 436 | 637 | 5391 | 5372 | 7802 | 2059 | 1450 | 227 | 164 | 227 | 164 | 2001 | 1388 | 2605 | 579 | 2770 | 2554 | 2533 | 6048 | 1229 | 1960 | 1907 | 315 | 881 | 829 | 2144 | 2811 | 3622 | 7669 | 2797 | 32931 | 469 | 387 | 1389 | 1214 | 495 | 1532 | 312 | 828 | 1026 | 1659 | 555 | 891 | 556 | 284 | 937 | 649 | 417 | 427 | 1370 | 1527 | 1370 | 1522 | 2919 | 11387 | 9536 | 11508 | 14467 | 11967 | 8982 | 7834 | 11278 | 11222 | 19133 | 16195 | 4149 | 1617 | 225 | 528 | 1468 | 1260 | 1797 | 1269 | 5479 | 9495 | 5249 | 533 | 533 | 519 | 327 | 893 | 517 | 697 | 752 | 294 | 231 | 779 | 455 | 568 | 1684 | 2394 | 9208 | 9595 | 8570 | 7280 | 17147 | 14571 | 40463 | 4312 | 34190 | 34196 | 4312 | 4065 | 2669 | 1224 | 1846 | 1231 | 2155 | 7193 | 9433 | 14509 | 19315 | 13116 | 7531 | 13152 | 7592 | 7245 | 3024 | 13122 | 7557 | 7224 | 3041 | 7231 | 3020 | 6263 | 2255 | 188 | 164 | 7193 | 18469 | 8797 | 19069 | 35466 | 17821 | 8722 | 35498 | 8730 | 8709 | 1794 | 11960 | 7244 | 11981 | 7281 | 7066 | 2971 | 11996 | 7305 | 7069 | 2974 | 7052 | 2947 | 6212 | 2215 | 12209 | 12209 | 19670 | 11400 | 1421 | 781 | 233 | 367 | 1092 | 3605 | 2380 | 374 | 374 | 1709 | 1709 | 329 | 206 | 658 | 759 | 2908 | 2969 | 2967 | 1633 | 1277 | 1277 | 2627 | 1727 | 91 | 110 | 1078 | 210 | 416 | 122 | 3015 | 842 | 945 | 1545 | 426 | 1583 | 29778 | 3794 | 19164 | 19164 | 207 | 207 | 762 | 807 | 706 | 754 | 754 | 651 | 704 | 704 | 1050 | 300 | 1970 | 2578 | 339 | 407 | 514 | 867 | 4264 | 2595 | 1217 | 169 | 836 | 118 | 34469 | 303 | 30723 | 252 | 1856 | 2338 | 1155 | 1140 | 1856 | 1752 | 1871 | 1767 | 1868 | 1868 | 2685 | 3612 | 1149 | 1089 | 2686 | 2686 | 2700 | 2544 | 2694 | 2538 | 1217 | 849 | 23279 | 38224 | | | | | | | | | | | |
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| This PR | 1106 | 30329 | 3823 | 6352 | 376 | 510 | 217 | 435 | 322 | 482 | 254 | 298 | 762 | 807 | 673 | 728 | 776 | 726 | 1068 | 780 | 3247 | 2247 | 1068 | 780 | 390 | 408 | 308 | 416 | 667 | 2008 | 467 | 135 | 467 | 710 | 974 | 974 | 725 | 725 | 1413 | 446 | 13604 | 11932 | 227 | 246 | 1499 | 1185 | 1455 | 960 | 1462 | 967 | 1474 | 978 | 978 | 1098 | 3358 | 3902 | 1539 | 1773 | 7695 | 2450 | 1819 | 5886 | 1613 | 5785 | 5420 | 4275 | 2979 | 2941 | 853 | 1177 | 3894 | 2650 | 1143 | 2175 | 5263 | 1276 | 27511 | 1276 | 2533 | 10164 | 927 | 858 | 53845 | 14441 | 433874 | 6292 | 18726 | 11096 | 21520 | 603 | 990 | 364 | 558 | 747 | 1149 | 436 | 637 | 5391 | 5372 | 7802 | 2059 | 1450 | 227 | 164 | 227 | 164 | 2001 | 1388 | 2605 | 579 | 2770 | 2554 | 2533 | 6048 | 1229 | 1960 | 1907 | 315 | 881 | 829 | 2144 | 2811 | 3622 | 7669 | 2797 | 32931 | 469 | 387 | 1389 | 1214 | 495 | 1532 | 312 | 828 | 1026 | 1659 | 555 | 891 | 556 | 284 | 937 | 649 | 417 | 427 | 1370 | 1527 | 1370 | 1522 | 2919 | 11387 | 9536 | 11508 | 14467 | 11967 | 8982 | 7834 | 11278 | 11222 | 19133 | 16195 | 4149 | 1617 | 225 | 528 | 1468 | 1260 | 1797 | 1269 | 5479 | 9495 | 5249 | 533 | 533 | 519 | 327 | 893 | 517 | 697 | 752 | 294 | 231 | 779 | 455 | 568 | 1684 | 2394 | 9208 | 9595 | 8570 | 7280 | 17147 | 14571 | 40463 | 4312 | 34190 | 34196 | 4312 | 4065 | 2669 | 1224 | 1846 | 1231 | 2155 | 7193 | 9433 | 14509 | 19315 | 13116 | 7531 | 13152 | 7592 | 7245 | 3024 | 13122 | 7557 | 7224 | 3041 | 7231 | 3020 | 6263 | 2255 | 188 | 164 | 7193 | 18469 | 8797 | 19069 | 35466 | 17821 | 8722 | 35498 | 8730 | 8709 | 1794 | 11960 | 7244 | 11981 | 7281 | 7066 | 2971 | 11996 | 7305 | 7069 | 2974 | 7052 | 2947 | 6212 | 2215 | 12209 | 12209 | 19670 | 11400 | 1421 | 781 | 233 | 367 | 1092 | 3605 | 2380 | 374 | 374 | 1709 | 1709 | 329 | 206 | 658 | 759 | 2908 | 2969 | 2967 | 1633 | 1277 | 1277 | 2627 | 1727 | 91 | 110 | 1078 | 210 | 416 | 122 | 3015 | 842 | 945 | 1545 | 426 | 1583 | 29778 | 3794 | 19164 | 19164 | 207 | 207 | 762 | 807 | 706 | 754 | 754 | 651 | 704 | 704 | 1050 | 300 | 1970 | 2578 | 339 | 407 | 514 | 867 | 4264 | 2595 | 1217 | 169 | 836 | 118 | 34469 | 303 | 30723 | 252 | 1856 | 2338 | 1155 | 1140 | 1856 | 1752 | 1871 | 1767 | 1868 | 1868 | 2685 | 3612 | 1149 | 1089 | 2686 | 2686 | 2700 | 2544 | 2694 | 2538 | 1217 | 849 | 22051 | 34959 | -0.04% | 0.55 | +0.00% | +0.00% | +0.00% | +0.00% | +0.00% | +0.00% | +0.00% | +0.00% | +0.00% |
|--------------------------|------------------------|--------------------|--------------|----------------|--------------|--------------|--------------|--------------|--------------------|--------------------|--------------|--------------|------------------------------------|------------------------------------|----------------|----------------------------|------------------------|--------------|--------------|--------------|---------------------------|---------------------------|-----------------------|-----------------------|---------------------------|-----------------------|---------------|---------------|-------------------------|--------------------|-------------------|-------------------|------------------|----------------------|--------------------|----------------------|----------------|------------------|--------------------|----------------|-----------------------------|-----------------------------|----------------|----------------|-------------------------------------------|-------------------------------------------|--------------------------------------------------------------|----------------------------------------------------------|--------------------------------------------------|----------------------------------------------|--------------------------------------------------|----------------------------------------------|------------------------------------------------------------|-----------------------------------------------|-----------------------|-----------------------|-----------------------|-----------------------|--------------|--------------|--------------|-----------------------|-----------------------|------------------|------------------|-------------------------|-------------------------|--------------|--------------|------------------|------------------|--------------|--------------|----------------|----------------|---------------|---------------|--------------------------|--------------------------|--------------------|--------------------|--------------|-------------------------|-------------------------|------------------------------|------------------------------|--------------------|----------------------|----------------------|-----------------------|-----------------------|-----------------------|-----------------------|-----------------------|-----------------------|-----------------------|-----------------------|-----------------|--------------------------------------|--------------------------------------|------------------------|------------------------|----------------------|------------------|----------------------|------------------|----------------|----------------|-----------------|-----------------|-----------------|-----------------|-------------------------------|--------------|--------------|----------------------|------------------|--------------|--------------|------------------------|--------------|--------------|--------------|--------------|--------------|--------------|--------------|--------------|-------------------------|-------------------------|---------------------|---------------------|---------------------|---------------------|---------------------|---------------------|---------------------|---------------------|-----------------------------|-----------------------------|--------------------|--------------------|--------------------|--------------------|-------------------------------|-------------------------------|------------------|------------------|-------------------------------|-------------------------------|-------------------------------|-------------------------------|-----------------------------------|-------------------------------|------------------------------|------------------------------|------------------------------|------------------------------|--------------|--------------|--------------|--------------|-------------------|----------------------|--------------|--------------|------------------|------------------|--------------------|----------------|---------------|--------------|--------------|--------------|--------------|--------------------------------------|--------------------------------------|----------------|----------------------------|------------------------|--------------|--------------|--------------|--------------|--------------|--------------|---------------------|-----------------|------------------------|------------------------|-----------------------|-----------------------|--------------------------------------|--------------------------------------|--------------|--------------|--------------|-----------------------|-----------------------|-------------------|-------------------|-------------------|-------------------|------------------|------------------|------------------|------------------|----------------------------|----------------------------|----------------------------|----------------------------|----------------------------|----------------------------|----------------------------|----------------------------|----------------------------|----------------------------|----------------------------|----------------------------|----------------------------|----------------------------|-----------------------|-----------------------|------------------|------------------|------------------|------------------|----------------------------|----------------------------|----------------------------|----------------------------|----------------------------|----------------------------|----------------------------|---------------------------|---------------------------|---------------------------|---------------------------|---------------------------|---------------------------|---------------------------|---------------------------|---------------------------|---------------------------|---------------------------|---------------------------|---------------------------|---------------------------|------------------|------------------|------------------|------------------|--------------|--------------|---------------------|--------------|--------------|-------------------|-------------------|--------------|--------------|------------------|------------------|------------------|------------------|---------------|---------------|----------------|----------------|------------------|-------------------------|-------------------------|-------------------------|----------------|----------------|----------------|----------------|--------------|--------------|--------------|--------------|---------------|---------------|------------------|--------------|--------------|----------------|--------------|--------------|--------------|--------------|--------------------|----------------|--------------------------------------|--------------------------------------|-----------------------------|-----------------------------|-------------------------------------------|-----------------|-----------------|-------------------------------|-----------------------------|-------------------------|--------------|--------------|--------------|--------------|-------------------------------|---------------------------|------------------|------------------|---------------|---------------|---------------|---------------|---------------|---------------|---------------|---------------|-------------------------|-----------------------------|-------------------------|-----------------------------|-------------------------|-----------------------------|-------------------------|-----------------------------|-------------------------|-----------------------------|-------------------------|-----------------------------|-------------------------|-----------------------------|-------------------------|-----------------------------|-------------------------|-----------------------------|-------------------------|-----------------------------|--------------|--------------|---------------|---------------|--------------|------------|-------------|-------------|-------------|-------------|-------------|-------------|-------------|-------------|-------------|
| Total diff | REGR(+1.47%) | SAME(+0.09%) | SAME(+0.03%) | SAME(+0.02%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | IMPR(-5.28%) | IMPR(-8.54%) | -0.04% | 0.55 | +0.00% | +0.00% | +0.00% | +0.00% | +0.00% | +0.00% | +0.00% | +0.00% | +0.00% |
|--------------------------|------------------------|--------------------|--------------|----------------|--------------|--------------|--------------|--------------|--------------------|--------------------|--------------|--------------|------------------------------------|------------------------------------|----------------|----------------------------|------------------------|--------------|--------------|--------------|---------------------------|---------------------------|-----------------------|-----------------------|---------------------------|-----------------------|---------------|---------------|-------------------------|--------------------|-------------------|-------------------|------------------|----------------------|--------------------|----------------------|----------------|------------------|--------------------|----------------|-----------------------------|-----------------------------|----------------|----------------|-------------------------------------------|-------------------------------------------|--------------------------------------------------------------|----------------------------------------------------------|--------------------------------------------------|----------------------------------------------|--------------------------------------------------|----------------------------------------------|------------------------------------------------------------|-----------------------------------------------|-----------------------|-----------------------|-----------------------|-----------------------|--------------|--------------|--------------|-----------------------|-----------------------|------------------|------------------|-------------------------|-------------------------|--------------|--------------|------------------|------------------|--------------|--------------|----------------|----------------|---------------|---------------|--------------------------|--------------------------|--------------------|--------------------|--------------|-------------------------|-------------------------|------------------------------|------------------------------|--------------------|----------------------|----------------------|-----------------------|-----------------------|-----------------------|-----------------------|-----------------------|-----------------------|-----------------------|-----------------------|-----------------|--------------------------------------|--------------------------------------|------------------------|------------------------|----------------------|------------------|----------------------|------------------|----------------|----------------|-----------------|-----------------|-----------------|-----------------|-------------------------------|--------------|--------------|----------------------|------------------|--------------|--------------|------------------------|--------------|--------------|--------------|--------------|--------------|--------------|--------------|--------------|-------------------------|-------------------------|---------------------|---------------------|---------------------|---------------------|---------------------|---------------------|---------------------|---------------------|-----------------------------|-----------------------------|--------------------|--------------------|--------------------|--------------------|-------------------------------|-------------------------------|------------------|------------------|-------------------------------|-------------------------------|-------------------------------|-------------------------------|-----------------------------------|-------------------------------|------------------------------|------------------------------|------------------------------|------------------------------|--------------|--------------|--------------|--------------|-------------------|----------------------|--------------|--------------|------------------|------------------|--------------------|----------------|---------------|--------------|--------------|--------------|--------------|--------------------------------------|--------------------------------------|----------------|----------------------------|------------------------|--------------|--------------|--------------|--------------|--------------|--------------|---------------------|-----------------|------------------------|------------------------|-----------------------|-----------------------|--------------------------------------|--------------------------------------|--------------|--------------|--------------|-----------------------|-----------------------|-------------------|-------------------|-------------------|-------------------|------------------|------------------|------------------|------------------|----------------------------|----------------------------|----------------------------|----------------------------|----------------------------|----------------------------|----------------------------|----------------------------|----------------------------|----------------------------|----------------------------|----------------------------|----------------------------|----------------------------|-----------------------|-----------------------|------------------|------------------|------------------|------------------|----------------------------|----------------------------|----------------------------|----------------------------|----------------------------|----------------------------|----------------------------|---------------------------|---------------------------|---------------------------|---------------------------|---------------------------|---------------------------|---------------------------|---------------------------|---------------------------|---------------------------|---------------------------|---------------------------|---------------------------|---------------------------|------------------|------------------|------------------|------------------|--------------|--------------|---------------------|--------------|--------------|-------------------|-------------------|--------------|--------------|------------------|------------------|------------------|------------------|---------------|---------------|----------------|----------------|------------------|-------------------------|-------------------------|-------------------------|----------------|----------------|----------------|----------------|--------------|--------------|--------------|--------------|---------------|---------------|------------------|--------------|--------------|----------------|--------------|--------------|--------------|--------------|--------------------|----------------|--------------------------------------|--------------------------------------|-----------------------------|-----------------------------|-------------------------------------------|-----------------|-----------------|-------------------------------|-----------------------------|-------------------------|--------------|--------------|--------------|--------------|-------------------------------|---------------------------|------------------|------------------|---------------|---------------|---------------|---------------|---------------|---------------|---------------|---------------|-------------------------|-----------------------------|-------------------------|-----------------------------|-------------------------|-----------------------------|-------------------------|-----------------------------|-------------------------|-----------------------------|-------------------------|-----------------------------|-------------------------|-----------------------------|-------------------------|-----------------------------|-------------------------|-----------------------------|-------------------------|-----------------------------|--------------|--------------|---------------|---------------|--------------|------------|-------------|-------------|-------------|-------------|-------------|-------------|-------------|-------------|-------------|
This affects other benchmarks whose results are not visible. For example Add2D_bf16_1:
aie-public:
lda q0, [p4, #16]
nop
vldb wl8, [p1], m1
vldb wh8, [p1], m2
vldb wl10, [p1], m1
vldb wh10, [p1], m2
vldb wl1, [p1], m1; vmac.f bmh2, bmh2, x4, x10, r1
vldb wh1, [p1], m2; vmov wl5, q0; vmac.f bmh3, bmh3, x4, x1, r1
vldb wl3, [p1], m1; vmac.f bmh1, bmh1, x4, x8, r1
.L_LEnd0:
vldb.2d wh3, [p1], d0; nopa ; padds [p4], #16; nopx ; vsel.32 x4, x4, x5, r16; vmac.f bmh4, bmh4, x4, x3, r1This PR:
.LBB47_5: // %for.body80
// Parent Loop BB47_3 Depth=1
// => This Inner Loop Header: Depth=2
vldb wl3, [p1], m1; nopxm
lda q0, [p4], #16
vldb wh3, [p1], m2
vldb wl5, [p1], m1
vldb wh5, [p1], m2; vmov x8, x3
vldb wl7, [p1], m1; vmov x10, x5; vmac.f bmh1, bmh1, x6, x8, r1
vldb wh7, [p1], m2; vmov x2, x9; vmac.f bmh2, bmh2, x6, x10, r1
vldb wl9, [p1], m1; vsel.32 x6, x6, x11, r16
vldb.2d wh9, [p1], d0; vmov x1, x7; vmac.f bmh3, bmh3, x6, x1, r1
.L_LEnd0:
nopb ; nopa ; nops ; nopx ; vmov wl11, q0; vmac.f bmh4, bmh4, x6, x2, r1If we turn our eyes to the post-swp, we have:
.LBB47_5: // %for.body80
// Parent Loop BB47_3 Depth=1
// => This Inner Loop Header: Depth=2
nopb ; lda q0, [p4], #16; nops ; nopx ; vsel.32 x4, x4, x8, r16; nopv
vldb wl5, [p1], m1; nopx
vldb wh5, [p1], m2; vmac.f bmh2, bmh2, x4, x5, r1
vldb wl10, [p1], m1; vmac.f bmh1, bmh1, x4, x10, r1
vldb wh10, [p1], m2; vmac.f bmh4, bmh4, x4, x1, r1
vldb wl1, [p1], m1
vldb wh1, [p1], m2; vmac.f bmh3, bmh3, x4, x3, r1
vldb wl3, [p1], m1; vmov wl8, q0
.L_LEnd0:
vldb.2d wh3, [p1], d0; nopa ; nops ; nopxm ; nopv
This helps to generate cleaner MIR for several kernels.