andcarminati
commented
2 months ago QoR results:
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| Core_Compute_Cycle_Count | Shrink_aie2_1 | Elu_aie2_bf16_0 | Add2D_bf16_0 | PowAttributeBroadcasting_aie2_bf16_0 | ArgMin1d_bf16_0 | Softmax_bf16_0 | Abs_bf16_0 | Abs_int8_0 | Add2D_0 | Add2D_1 | Add2D_Standalone_0 | Add2D_Standalone_1 | AddAttributeBroadcasting_aie2_bf16 | AddAttributeBroadcasting_aie2_int8 | AddBf16_aie2_0 | AddBroadcastingBf16_aie2_0 | AddBroadcasting_aie2_0 | Add_aie2_0 | ArgMax1d_bf16_0 | ArgMax1d_int8_0 | ArgMin1d_int8_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 | BilinearInterpolation_1 | BitShift_AIE2_int8 | 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 | CompareOpsBroadcasting_K_EQ_GE_GT_LE_LT_CMP_GE_int8_aie2 | CompareOps_K_EQ_GE_GT_LE_LT_CMP_EQ_int8_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 | 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_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_bf16_0 | Conv2D_bf16_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 | DivBroadcasting_aie2_1 | EleMax_aie2_bfloat16 | EleMax_aie2_int8 | EleMin_aie2_bfloat16 | EleMin_aie2_int8 | ElemDiv_aie2_1 | 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_bf16 | FullyConnect_aie2_int8 | 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 | Group_Conv2D_0 | Group_Conv2D_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_int8_0 | InterpolateLinear1D_AIE2_bfloat16 | InterpolateLinear1D_AIE2_int8 | LayerNormC8Part1_aie2_bf16_0 | LayerNormC8Part1_aie2_int8_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 | Mish_aie2_bfloat16 | 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 | Pad3D_AIE2_bfloat16 | Pad3D_AIE2_int8 | PixelShuffle_aie2_bf16 | PixelShuffle_aie2_int8 | PixelUnshuffle_bf16_0 | PixelUnshuffle_int8_0 | PowAttributeBroadcasting_aie2_int8_0 | 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_int8 | ReduceMeanAxis_2_aie2_int8 | ReduceMeanAxis_3_aie2_int8 | ReduceMeanAxis_4_aie2_int8 | ReduceMeanAxis_5_aie2_int8 | ReduceMeanAxis_6_aie2_int8 | ReduceMeanAxis_7_aie2_bf16 | ReduceMeanAxis_7_aie2_int8 | ReduceMeanNoc8_AIE2_bfloat16 | ReduceMeanNoc8_AIE2_int8 | ReduceMin1D_aie2_bf16 | ReduceMin1D_aie2_int8 | ReduceMin_bf16_0 | ReduceMin_bf16_1 | ReduceMin_int8_0 | ReduceMin_int8_1 | ReduceSumAxis_1_aie2_int8 | ReduceSumAxis_2_aie2_int8 | ReduceSumAxis_3_aie2_int8 | ReduceSumAxis_4_aie2_int8 | ReduceSumAxis_5_aie2_int8 | 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 | Scale_Add_0 | Scale_Add_1 | Scale_Add_bf16_0 | Scale_Add_bf16_1 | Select_aie2_bf16 | Select_aie2_int8 | Shrink_aie2_0 | 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_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 | 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_int8_0 | Tanh_int8_1 | 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_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 | Pow_bf16_0 | Sign_bf16_0 | ReduceSumAxis_5_aie2_bf16 | ReduceSumAxis_3_aie2_bf16 | ReduceSumAxis_6_aie2_bf16 | ReduceMeanAxis_3_aie2_bf16 | ReduceMeanAxis_6_aie2_bf16 | ReduceMeanAxis_5_aie2_bf16 | Sign_bf16_1 | ReduceSumAxis_4_aie2_bf16 | ReduceSumAxis_2_aie2_bf16 | ReduceSumAxis_1_aie2_bf16 | ReduceMeanAxis_2_aie2_bf16 | ReduceMeanAxis_4_aie2_bf16 | ReduceMeanAxis_1_aie2_bf16 | Elu_aie2_int8_0 | DivBroadcasting_aie2_0 | ElemDiv_aie2_0 | DivAttributeBroadcasting_aie2_int8_0 | InstanceNormPart2_aie2_bf16_0 | LayerNormC8Part2_aie2_bf16_0 | Mish_aie2_int8 | Rsqrt_aie2_int8_0 | Tanh_0 | Tanh_1 | Sqrt_int8_0 | Sqrt_int8_1 | CompareOps_K_EQ_GE_GT_LE_LT_CMP_EQ_bfloat16_aie2 | CompareOpsBroadcasting_K_EQ_GE_GT_LE_LT_CMP_GE_bfloat16_aie2 | CompareOps_K_EQ_GE_GT_LE_LT_CMP_GE_bfloat16_aie2 | GELU_0 | GELU_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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| Before | 735 | 1463 | 256 | 40463 | 383 | 7631 | 407 | 510 | 215 | 466 | 320 | 480 | 760 | 922 | 673 | 727 | 890 | 832 | 354 | 410 | 303 | 1073 | 785 | 3297 | 2281 | 1073 | 785 | 719 | 520 | 398 | 738 | 731 | 385 | 2008 | 233 | 482 | 715 | 1930 | 1930 | 794 | 794 | 1381 | 447 | 13603 | 13995 | 228 | 276 | 989 | 994 | 989 | 989 | 3477 | 4036 | 1543 | 1769 | 8218 | 2510 | 5926 | 1649 | 5462 | 5468 | 4315 | 3015 | 2962 | 874 | 1217 | 3934 | 2803 | 1220 | 2213 | 5301 | 1316 | 28202 | 1316 | 2569 | 10445 | 970 | 898 | 39085 | 10470 | 25551 | 40034 | 11176 | 22846 | 606 | 1025 | 367 | 577 | 750 | 1152 | 439 | 640 | 5797 | 5820 | 1563 | 333 | 236 | 333 | 236 | 1502 | 2896 | 2554 | 2533 | 7333 | 1472 | 1968 | 1931 | 301 | 896 | 1047 | 836 | 3626 | 7669 | 3066 | 36335 | 474 | 392 | 1389 | 1214 | 502 | 1540 | 319 | 835 | 1033 | 1667 | 562 | 898 | 3998 | 4521 | 647 | 257 | 1031 | 707 | 459 | 471 | 1368 | 1915 | 1368 | 1910 | 2931 | 11178 | 12336 | 15243 | 11972 | 9066 | 7896 | 11518 | 19682 | 16577 | 4976 | 1617 | 225 | 528 | 798 | 590 | 5684 | 459 | 459 | 455 | 303 | 1416 | 612 | 1077 | 1132 | 475 | 420 | 435 | 343 | 676 | 1732 | 9304 | 9723 | 8574 | 8574 | 17152 | 17152 | 4312 | 4312 | 3963 | 2659 | 1206 | 1794 | 1348 | 2529 | 7296 | 9571 | 14708 | 19513 | 7335 | 7390 | 2933 | 7357 | 2949 | 2929 | 6937 | 2122 | 22344 | 62115 | 194 | 169 | 7296 | 18739 | 8996 | 19267 | 7223 | 7263 | 2897 | 7288 | 2899 | 2875 | 6897 | 2079 | 19807 | 12335 | 20171 | 11603 | 1538 | 834 | 326 | 367 | 1670 | 3603 | 434 | 434 | 1745 | 1745 | 337 | 213 | 672 | 3546 | 2969 | 2967 | 2136 | 1468 | 1468 | 2011 | 1327 | 91 | 110 | 416 | 122 | 3041 | 841 | 947 | 1547 | 502 | 1645 | 29776 | 3792 | 207 | 207 | 760 | 922 | 705 | 868 | 868 | 651 | 810 | 810 | 2524 | 310 | 353 | 425 | 4272 | 2619 | 1219 | 171 | 838 | 120 | 34471 | 305 | 30790 | 255 | 1856 | 2340 | 1157 | 1142 | 1856 | 1871 | 1767 | 1868 | 1868 | 2685 | 3614 | 1153 | 1093 | 2686 | 2686 | 2700 | 2544 | 2694 | 2538 | 1055 | 862 | 36879 | 1048 | 7680 | 7678 | 7664 | 7768 | 7754 | 7748 | 208 | 12827 | 12817 | 12790 | 13325 | 13297 | 13291 | 622 | 2234 | 2176 | 8506 | 10868 | 12436 | 10412 | 2649 | 2982 | 3942 | 21973 | 21973 | 1876 | 1874 | 1871 | 2930 | 3874 | | | | | | | | | | | |
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| After | 759 | 1488 | 258 | 40589 | 384 | 7632 | 407 | 510 | 215 | 466 | 320 | 480 | 760 | 922 | 673 | 727 | 890 | 832 | 354 | 410 | 303 | 1073 | 785 | 3297 | 2281 | 1073 | 785 | 719 | 520 | 398 | 738 | 731 | 385 | 2008 | 233 | 482 | 715 | 1930 | 1930 | 794 | 794 | 1381 | 447 | 13603 | 13995 | 228 | 276 | 989 | 994 | 989 | 989 | 3477 | 4036 | 1543 | 1769 | 8218 | 2510 | 5926 | 1649 | 5462 | 5468 | 4315 | 3015 | 2962 | 874 | 1217 | 3934 | 2803 | 1220 | 2213 | 5301 | 1316 | 28202 | 1316 | 2569 | 10445 | 970 | 898 | 39085 | 10470 | 25551 | 40034 | 11176 | 22846 | 606 | 1025 | 367 | 577 | 750 | 1152 | 439 | 640 | 5797 | 5820 | 1563 | 333 | 236 | 333 | 236 | 1502 | 2896 | 2554 | 2533 | 7333 | 1472 | 1968 | 1931 | 301 | 896 | 1047 | 836 | 3626 | 7669 | 3066 | 36335 | 474 | 392 | 1389 | 1214 | 502 | 1540 | 319 | 835 | 1033 | 1667 | 562 | 898 | 3998 | 4521 | 647 | 257 | 1031 | 707 | 459 | 471 | 1368 | 1915 | 1368 | 1910 | 2931 | 11178 | 12336 | 15243 | 11972 | 9066 | 7896 | 11518 | 19682 | 16577 | 4976 | 1617 | 225 | 528 | 798 | 590 | 5684 | 459 | 459 | 455 | 303 | 1416 | 612 | 1077 | 1132 | 475 | 420 | 435 | 343 | 676 | 1732 | 9304 | 9723 | 8574 | 8574 | 17152 | 17152 | 4312 | 4312 | 3963 | 2659 | 1206 | 1794 | 1348 | 2529 | 7296 | 9571 | 14708 | 19513 | 7335 | 7390 | 2933 | 7357 | 2949 | 2929 | 6937 | 2122 | 22344 | 62115 | 194 | 169 | 7296 | 18739 | 8996 | 19267 | 7223 | 7263 | 2897 | 7288 | 2899 | 2875 | 6897 | 2079 | 19807 | 12335 | 20171 | 11603 | 1538 | 834 | 326 | 367 | 1670 | 3603 | 434 | 434 | 1745 | 1745 | 337 | 213 | 672 | 3546 | 2969 | 2967 | 2136 | 1468 | 1468 | 2011 | 1327 | 91 | 110 | 416 | 122 | 3041 | 841 | 947 | 1547 | 502 | 1645 | 29776 | 3792 | 207 | 207 | 760 | 922 | 705 | 868 | 868 | 651 | 810 | 810 | 2524 | 310 | 353 | 425 | 4272 | 2619 | 1219 | 171 | 838 | 120 | 34471 | 305 | 30790 | 255 | 1856 | 2340 | 1157 | 1142 | 1856 | 1871 | 1767 | 1868 | 1868 | 2685 | 3614 | 1153 | 1093 | 2686 | 2686 | 2700 | 2544 | 2694 | 2538 | 1055 | 862 | 36877 | 1047 | 7672 | 7670 | 7656 | 7752 | 7738 | 7732 | 207 | 12763 | 12753 | 12726 | 13197 | 13169 | 13163 | 610 | 2186 | 2128 | 8314 | 10380 | 11604 | 9580 | 2425 | 2694 | 3558 | 19670 | 19670 | 1670 | 1668 | 1665 | 2594 | 3426 | -0.41% | 1.94 | -0.00% | +0.00% | +0.00% | +0.00% | +0.00% | +0.00% | +0.00% | +0.00% | +0.00% |
|--------------------------|---------------|-----------------|--------------|--------------------------------------|-----------------|----------------|--------------|--------------|--------------|--------------|--------------------|--------------------|------------------------------------|------------------------------------|----------------|----------------------------|------------------------|--------------|-----------------|-----------------|-----------------|--------------|--------------|---------------------------|---------------------------|-----------------------|-----------------------|---------------------------|-----------------------|---------------|---------------|-------------------------|-------------------------|--------------------|-------------------|------------------|----------------------|--------------------|----------------------|----------------|------------------|--------------------|----------------|-----------------------------|-----------------------------|----------------|----------------|----------------------------------------------------------|----------------------------------------------|----------------------------------------------|------------------------------------------------------------|-----------------------|-----------------------|-----------------------|-----------------------|--------------|--------------|-----------------------|-----------------------|------------------|------------------|-------------------------|-------------------------|--------------|--------------|------------------|------------------|--------------|--------------|----------------|----------------|---------------|---------------|--------------------------|--------------------------|--------------------|--------------------|--------------|-------------------------|-------------------------|---------------|---------------|----------------------|----------------------|-----------------------|-----------------------|-----------------------|-----------------------|-----------------------|-----------------------|-----------------------|-----------------------|-----------------|--------------------------------------|------------------------|----------------------|------------------|----------------------|------------------|----------------|-----------------|-----------------|-------------------------------|--------------|--------------|----------------------|------------------|--------------|--------------|------------------------|------------------------|--------------|--------------|--------------|--------------|--------------|--------------|-------------------------|-------------------------|---------------------|---------------------|---------------------|---------------------|---------------------|---------------------|---------------------|---------------------|----------------|----------------|-----------------------------|-----------------------------|--------------------|--------------------|--------------------|--------------------|-------------------------------|-------------------------------|------------------|------------------|-------------------------------|-------------------------------|-------------------------------|-----------------------------------|-------------------------------|------------------------------|------------------------------|------------------------------|--------------|--------------|--------------|--------------|-------------------|----------------------|--------------|--------------|--------------------|--------------|--------------|--------------|--------------|--------------------------------------|--------------------------------------|----------------|----------------------------|------------------------|--------------|--------------|--------------|--------------|--------------|---------------------|-----------------|------------------------|------------------------|-----------------------|-----------------------|--------------------------------------|--------------|-----------------------|-----------------------|-------------------|-------------------|-------------------|-------------------|------------------|------------------|------------------|------------------|----------------------------|----------------------------|----------------------------|----------------------------|----------------------------|----------------------------|----------------------------|----------------------------|------------------------------|--------------------------|-----------------------|-----------------------|------------------|------------------|------------------|------------------|---------------------------|---------------------------|---------------------------|---------------------------|---------------------------|---------------------------|---------------------------|---------------------------|------------------|------------------|------------------|------------------|--------------|--------------|---------------------|--------------|--------------|-------------------|--------------|--------------|------------------|------------------|------------------|------------------|---------------|----------------|----------------|------------------|-------------------------|-------------------------|-------------------------|----------------|----------------|----------------|----------------|--------------|--------------|---------------|---------------|------------------|--------------|--------------|----------------|--------------|--------------|--------------------|----------------|--------------------------------------|--------------------------------------|-----------------------------|-----------------------------|-------------------------------------------|-----------------|-----------------|-------------------------------|-----------------------------|-------------------------|--------------|--------------|------------------|------------------|---------------|---------------|---------------|---------------|---------------|---------------|---------------|---------------|-------------------------|-----------------------------|-------------------------|-----------------------------|-------------------------|-------------------------|-----------------------------|-------------------------|-----------------------------|-------------------------|-----------------------------|-------------------------|-----------------------------|-------------------------|-----------------------------|-------------------------|-----------------------------|-------------------------|-----------------------------|--------------|--------------|--------------|--------------|---------------------------|---------------------------|---------------------------|----------------------------|----------------------------|----------------------------|--------------|---------------------------|---------------------------|---------------------------|----------------------------|----------------------------|----------------------------|-----------------|------------------------|----------------|--------------------------------------|-------------------------------|------------------------------|----------------|-------------------|--------------|--------------|---------------|---------------|--------------------------------------------------|--------------------------------------------------------------|--------------------------------------------------|---------------|---------------|--------------|------------|-------------|-------------|-------------|-------------|-------------|-------------|-------------|-------------|-------------|
| Total diff | REGR(+3.27%) | REGR(+1.71%) | REGR(+0.78%) | REGR(+0.31%) | REGR(+0.26%) | SAME(+0.01%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(-0.01%) | SAME(-0.10%) | IMPR(-0.10%) | IMPR(-0.10%) | IMPR(-0.10%) | IMPR(-0.21%) | IMPR(-0.21%) | IMPR(-0.21%) | IMPR(-0.48%) | IMPR(-0.50%) | IMPR(-0.50%) | IMPR(-0.50%) | IMPR(-0.96%) | IMPR(-0.96%) | IMPR(-0.96%) | IMPR(-1.93%) | IMPR(-2.15%) | IMPR(-2.21%) | IMPR(-2.26%) | IMPR(-4.49%) | IMPR(-6.69%) | IMPR(-7.99%) | IMPR(-8.46%) | IMPR(-9.66%) | IMPR(-9.74%) | IMPR(-10.48%) | IMPR(-10.48%) | IMPR(-10.98%) | IMPR(-10.99%) | IMPR(-11.01%) | IMPR(-11.47%) | IMPR(-11.56%) | -0.41% | 1.94 | -0.00% | +0.00% | +0.00% | +0.00% | +0.00% | +0.00% | +0.00% | +0.00% | +0.00% |
|--------------------------|---------------|-----------------|--------------|--------------------------------------|-----------------|----------------|--------------|--------------|--------------|--------------|--------------------|--------------------|------------------------------------|------------------------------------|----------------|----------------------------|------------------------|--------------|-----------------|-----------------|-----------------|--------------|--------------|---------------------------|---------------------------|-----------------------|-----------------------|---------------------------|-----------------------|---------------|---------------|-------------------------|-------------------------|--------------------|-------------------|------------------|----------------------|--------------------|----------------------|----------------|------------------|--------------------|----------------|-----------------------------|-----------------------------|----------------|----------------|----------------------------------------------------------|----------------------------------------------|----------------------------------------------|------------------------------------------------------------|-----------------------|-----------------------|-----------------------|-----------------------|--------------|--------------|-----------------------|-----------------------|------------------|------------------|-------------------------|-------------------------|--------------|--------------|------------------|------------------|--------------|--------------|----------------|----------------|---------------|---------------|--------------------------|--------------------------|--------------------|--------------------|--------------|-------------------------|-------------------------|---------------|---------------|----------------------|----------------------|-----------------------|-----------------------|-----------------------|-----------------------|-----------------------|-----------------------|-----------------------|-----------------------|-----------------|--------------------------------------|------------------------|----------------------|------------------|----------------------|------------------|----------------|-----------------|-----------------|-------------------------------|--------------|--------------|----------------------|------------------|--------------|--------------|------------------------|------------------------|--------------|--------------|--------------|--------------|--------------|--------------|-------------------------|-------------------------|---------------------|---------------------|---------------------|---------------------|---------------------|---------------------|---------------------|---------------------|----------------|----------------|-----------------------------|-----------------------------|--------------------|--------------------|--------------------|--------------------|-------------------------------|-------------------------------|------------------|------------------|-------------------------------|-------------------------------|-------------------------------|-----------------------------------|-------------------------------|------------------------------|------------------------------|------------------------------|--------------|--------------|--------------|--------------|-------------------|----------------------|--------------|--------------|--------------------|--------------|--------------|--------------|--------------|--------------------------------------|--------------------------------------|----------------|----------------------------|------------------------|--------------|--------------|--------------|--------------|--------------|---------------------|-----------------|------------------------|------------------------|-----------------------|-----------------------|--------------------------------------|--------------|-----------------------|-----------------------|-------------------|-------------------|-------------------|-------------------|------------------|------------------|------------------|------------------|----------------------------|----------------------------|----------------------------|----------------------------|----------------------------|----------------------------|----------------------------|----------------------------|------------------------------|--------------------------|-----------------------|-----------------------|------------------|------------------|------------------|------------------|---------------------------|---------------------------|---------------------------|---------------------------|---------------------------|---------------------------|---------------------------|---------------------------|------------------|------------------|------------------|------------------|--------------|--------------|---------------------|--------------|--------------|-------------------|--------------|--------------|------------------|------------------|------------------|------------------|---------------|----------------|----------------|------------------|-------------------------|-------------------------|-------------------------|----------------|----------------|----------------|----------------|--------------|--------------|---------------|---------------|------------------|--------------|--------------|----------------|--------------|--------------|--------------------|----------------|--------------------------------------|--------------------------------------|-----------------------------|-----------------------------|-------------------------------------------|-----------------|-----------------|-------------------------------|-----------------------------|-------------------------|--------------|--------------|------------------|------------------|---------------|---------------|---------------|---------------|---------------|---------------|---------------|---------------|-------------------------|-----------------------------|-------------------------|-----------------------------|-------------------------|-------------------------|-----------------------------|-------------------------|-----------------------------|-------------------------|-----------------------------|-------------------------|-----------------------------|-------------------------|-----------------------------|-------------------------|-----------------------------|-------------------------|-----------------------------|--------------|--------------|--------------|--------------|---------------------------|---------------------------|---------------------------|----------------------------|----------------------------|----------------------------|--------------|---------------------------|---------------------------|---------------------------|----------------------------|----------------------------|----------------------------|-----------------|------------------------|----------------|--------------------------------------|-------------------------------|------------------------------|----------------|-------------------|--------------|--------------|---------------|---------------|--------------------------------------------------|--------------------------------------------------------------|--------------------------------------------------|---------------|---------------|--------------|------------|-------------|-------------|-------------|-------------|-------------|-------------|-------------|-------------|-------------|
Optimize some vector operations (instrinsics) to COPYs. With this PR, we carry less subregister dependencies to the the selector and future passes. Also, we start to expose more selection-combine opportunities.
Covered situations: CONCAT- > UNMERGE CONCAT -> EXTRACT UPDATE -> UNMERGE
We have one case related to G_CONCAT_VECTORS that is a preparation for the next step: the splitting of memory operations.