martien-de-jong
commented
1 month ago I don't think it's important, but I guess that llvm will also consider the constant table addresses as leaked (!nocapture-like)
Closed andcarminati closed 4 weeks ago
martien-de-jong
commented
1 month ago I don't think it's important, but I guess that llvm will also consider the constant table addresses as leaked (!nocapture-like)
andcarminati
commented
1 month ago I don't think it's important, but I guess that llvm will also consider the constant table addresses as leaked (!nocapture-like)
Humm, I am trying to understand how this can affect us....
andcarminati
commented
1 month ago QoR results:
|--------------------------|--------------|--------------|--------------|--------------|--------------------|--------------------|--------------|--------------|------------------------------------|------------------------------------|----------------|----------------------------|------------------------|--------------|-----------------|-----------------|-----------------|-----------------|--------------|--------------|---------------------------|---------------------------|-----------------------|-----------------------|---------------------------|-----------------------|---------------|---------------|-------------------------|--------------------|-------------------|-------------------|------------------|----------------------|--------------------|----------------------|------------------|--------------------|----------------|-----------------------------|-----------------------------|----------------|----------------|--------------------------------------------------------------|----------------------------------------------------------|--------------------------------------------------|----------------------------------------------|--------------------------------------------------|----------------------------------------------|------------------------------------------------------------|-----------------------|-----------------------|--------------|--------------|-----------------------|-----------------------|------------------|------------------|-------------------------|-------------------------|------------------|------------------|--------------|--------------|----------------|----------------|---------------|---------------|--------------------------|--------------------------|--------------------|--------------------|--------------|-------------------------|-------------------------|---------------|---------------|----------------------|----------------------|-----------------------|-----------------------|-----------------------|-----------------------|-----------------------|-----------------------|-----------------------|-----------------------|-----------------|--------------------------------------|--------------------------------------|------------------------|------------------------|----------------------|------------------|----------------------|------------------|----------------|----------------|-----------------|-----------------|-----------------|-------------------------------|----------------------|------------------|--------------|--------------|------------------------|------------------------|--------------|--------------|--------------|--------------|--------------|--------------|--------------|--------------|-------------------------|-------------------------|---------------------|---------------------|---------------------|---------------------|---------------------|---------------------|---------------------|---------------------|----------------|----------------|-----------------------------|-----------------------------|--------------------|--------------------|--------------------|--------------------|-------------------------------|-------------------------------|------------------|------------------|-------------------------------|-------------------------------|-------------------------------|-------------------------------|-----------------------------------|-------------------------------|------------------------------|------------------------------|------------------------------|------------------------------|--------------|--------------|--------------|--------------|-------------------|----------------------|--------------|--------------|----------------|--------------|--------------|--------------|--------------|--------------------------------------|--------------------------------------|----------------|----------------------------|------------------------|--------------|--------------|--------------|--------------|--------------|---------------------|-----------------|------------------------|------------------------|-----------------------|-----------------------|--------------------------------------|--------------|-----------------------|-----------------------|-------------------|-------------------|-------------------|------------------|------------------|------------------|------------------|----------------------------|----------------------------|----------------------------|----------------------------|----------------------------|----------------------------|----------------------------|----------------------------|----------------------------|----------------------------|----------------------------|----------------------------|----------------------------|----------------------------|------------------------------|--------------------------|-----------------------|-----------------------|------------------|------------------|------------------|------------------|---------------------------|---------------------------|---------------------------|---------------------------|---------------------------|---------------------------|---------------------------|---------------------------|---------------------------|---------------------------|---------------------------|---------------------------|---------------------------|---------------------------|------------------|------------------|------------------|------------------|--------------|--------------|---------------------|--------------|--------------|-------------------|-------------------|--------------|--------------|------------------|------------------|------------------|------------------|---------------|---------------|----------------|----------------|------------------|-------------------------|-------------------------|-------------------------|----------------|----------------|----------------|----------------|--------------|--------------|--------------|--------------|---------------|---------------|------------------|--------------|--------------|--------------|--------------|--------------|--------------------|----------------|--------------------------------------|--------------------------------------|-----------------------------|-----------------------------|-------------------------------------------|-----------------|-----------------|-------------------------------|-----------------------------|-------------------------|--------------|--------------|--------------|--------------|------------------|------------------|---------------|---------------|---------------|---------------|---------------|---------------|---------------|---------------|-------------------------|-----------------------------|-------------------------|-----------------------------|-------------------------|-----------------------------|-------------------------|-----------------------------|-------------------------|-----------------------------|-------------------------|-----------------------------|-------------------------|-----------------------------|-------------------------|-----------------------------|-------------------------|-----------------------------|-------------------------|-----------------------------|--------------|--------------|-----------------|--------------------|--------------------------------------|----------------|--------------|-------------------|---------------|---------------|----------------|---------------|--------------|------------|-------------|-------------|-------------|-------------|-------------|-------------|-------------|-------------|-------------|
| Core_Compute_Cycle_Count | 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 | ArgMax1d_bf16_0 | ArgMax1d_int8_0 | ArgMin1d_bf16_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_1 | 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_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_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 | Conv1D_DW_AIE2_bf16_0 | Conv1D_DW_AIE2_bf16_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_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 | 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_int8_0 | Erf_aie2_bf16_0 | Erf_aie2_int8_0 | Erf_aie2_int8_0_ptr_interface | Expand_aie2_bfloat16 | Expand_aie2_int8 | Floor_aie2_0 | Floor_aie2_1 | FullyConnect_aie2_bf16 | 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 | 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_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 | Mish_aie2_int8 | 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_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 | 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_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 | 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 | 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 | Elu_aie2_bf16_0 | Mish_aie2_bfloat16 | PowAttributeBroadcasting_aie2_bf16_0 | Softmax_bf16_1 | Pow_bf16_0 | Reciprocal_aie2_0 | Softmax_1 | Exp_bf16_1 | Softmax_bf16_0 | Exp_bf16_0 | Averege diff | Diff stdev | Quantile #1 | Quantile #2 | Quantile #3 | Quantile #4 | Quantile #5 | Quantile #6 | Quantile #7 | Quantile #8 | Quantile #9 |
|--------------------------|--------------|--------------|--------------|--------------|--------------------|--------------------|--------------|--------------|------------------------------------|------------------------------------|----------------|----------------------------|------------------------|--------------|-----------------|-----------------|-----------------|-----------------|--------------|--------------|---------------------------|---------------------------|-----------------------|-----------------------|---------------------------|-----------------------|---------------|---------------|-------------------------|--------------------|-------------------|-------------------|------------------|----------------------|--------------------|----------------------|------------------|--------------------|----------------|-----------------------------|-----------------------------|----------------|----------------|--------------------------------------------------------------|----------------------------------------------------------|--------------------------------------------------|----------------------------------------------|--------------------------------------------------|----------------------------------------------|------------------------------------------------------------|-----------------------|-----------------------|--------------|--------------|-----------------------|-----------------------|------------------|------------------|-------------------------|-------------------------|------------------|------------------|--------------|--------------|----------------|----------------|---------------|---------------|--------------------------|--------------------------|--------------------|--------------------|--------------|-------------------------|-------------------------|---------------|---------------|----------------------|----------------------|-----------------------|-----------------------|-----------------------|-----------------------|-----------------------|-----------------------|-----------------------|-----------------------|-----------------|--------------------------------------|--------------------------------------|------------------------|------------------------|----------------------|------------------|----------------------|------------------|----------------|----------------|-----------------|-----------------|-----------------|-------------------------------|----------------------|------------------|--------------|--------------|------------------------|------------------------|--------------|--------------|--------------|--------------|--------------|--------------|--------------|--------------|-------------------------|-------------------------|---------------------|---------------------|---------------------|---------------------|---------------------|---------------------|---------------------|---------------------|----------------|----------------|-----------------------------|-----------------------------|--------------------|--------------------|--------------------|--------------------|-------------------------------|-------------------------------|------------------|------------------|-------------------------------|-------------------------------|-------------------------------|-------------------------------|-----------------------------------|-------------------------------|------------------------------|------------------------------|------------------------------|------------------------------|--------------|--------------|--------------|--------------|-------------------|----------------------|--------------|--------------|----------------|--------------|--------------|--------------|--------------|--------------------------------------|--------------------------------------|----------------|----------------------------|------------------------|--------------|--------------|--------------|--------------|--------------|---------------------|-----------------|------------------------|------------------------|-----------------------|-----------------------|--------------------------------------|--------------|-----------------------|-----------------------|-------------------|-------------------|-------------------|------------------|------------------|------------------|------------------|----------------------------|----------------------------|----------------------------|----------------------------|----------------------------|----------------------------|----------------------------|----------------------------|----------------------------|----------------------------|----------------------------|----------------------------|----------------------------|----------------------------|------------------------------|--------------------------|-----------------------|-----------------------|------------------|------------------|------------------|------------------|---------------------------|---------------------------|---------------------------|---------------------------|---------------------------|---------------------------|---------------------------|---------------------------|---------------------------|---------------------------|---------------------------|---------------------------|---------------------------|---------------------------|------------------|------------------|------------------|------------------|--------------|--------------|---------------------|--------------|--------------|-------------------|-------------------|--------------|--------------|------------------|------------------|------------------|------------------|---------------|---------------|----------------|----------------|------------------|-------------------------|-------------------------|-------------------------|----------------|----------------|----------------|----------------|--------------|--------------|--------------|--------------|---------------|---------------|------------------|--------------|--------------|--------------|--------------|--------------|--------------------|----------------|--------------------------------------|--------------------------------------|-----------------------------|-----------------------------|-------------------------------------------|-----------------|-----------------|-------------------------------|-----------------------------|-------------------------|--------------|--------------|--------------|--------------|------------------|------------------|---------------|---------------|---------------|---------------|---------------|---------------|---------------|---------------|-------------------------|-----------------------------|-------------------------|-----------------------------|-------------------------|-----------------------------|-------------------------|-----------------------------|-------------------------|-----------------------------|-------------------------|-----------------------------|-------------------------|-----------------------------|-------------------------|-----------------------------|-------------------------|-----------------------------|-------------------------|-----------------------------|--------------|--------------|-----------------|--------------------|--------------------------------------|----------------|--------------|-------------------|---------------|---------------|----------------|---------------|--------------|------------|-------------|-------------|-------------|-------------|-------------|-------------|-------------|-------------|-------------|
| Before | 407 | 510 | 215 | 466 | 320 | 480 | 257 | 311 | 760 | 919 | 673 | 727 | 887 | 832 | 351 | 409 | 380 | 303 | 1068 | 780 | 3271 | 2263 | 1068 | 780 | 716 | 460 | 386 | 735 | 378 | 2008 | 482 | 215 | 482 | 720 | 923 | 923 | 794 | 1413 | 446 | 13603 | 14379 | 204 | 271 | 1627 | 987 | 1629 | 992 | 1624 | 987 | 987 | 3466 | 4025 | 7973 | 2483 | 5891 | 1617 | 5427 | 5426 | 4280 | 2983 | 1204 | 3921 | 2702 | 1185 | 2180 | 5268 | 1281 | 27957 | 1281 | 2537 | 10149 | 930 | 863 | 39065 | 10453 | 25433 | 39790 | 11106 | 22356 | 605 | 1024 | 366 | 576 | 749 | 1151 | 438 | 639 | 5519 | 5500 | 8123 | 2139 | 1483 | 333 | 230 | 333 | 230 | 2081 | 1422 | 577 | 2894 | 2554 | 2533 | 1960 | 1907 | 301 | 881 | 1090 | 829 | 2594 | 3426 | 3636 | 7677 | 3048 | 36207 | 469 | 387 | 1389 | 1214 | 497 | 1534 | 314 | 830 | 1028 | 1661 | 557 | 893 | 3863 | 4382 | 616 | 257 | 1030 | 706 | 458 | 470 | 1368 | 1790 | 1368 | 1785 | 2891 | 11139 | 13060 | 12216 | 15107 | 11999 | 8890 | 7820 | 11980 | 11222 | 19381 | 16452 | 4784 | 1617 | 225 | 528 | 793 | 585 | 9418 | 458 | 458 | 440 | 296 | 1415 | 612 | 1076 | 1131 | 475 | 420 | 408 | 343 | 568 | 1684 | 9272 | 9627 | 8570 | 8570 | 17152 | 17152 | 4312 | 4312 | 3962 | 2658 | 1203 | 1791 | 2400 | 7193 | 9433 | 14509 | 19315 | 13541 | 7438 | 13577 | 7500 | 7735 | 2932 | 13547 | 7465 | 7714 | 2949 | 7721 | 2928 | 6867 | 2111 | 22137 | 61745 | 193 | 169 | 7193 | 18469 | 8797 | 19069 | 12647 | 7149 | 12669 | 7190 | 7593 | 2879 | 12684 | 7211 | 7596 | 2882 | 7579 | 2855 | 6816 | 2071 | 19617 | 12217 | 20005 | 11482 | 1346 | 738 | 326 | 367 | 1248 | 3603 | 2376 | 369 | 369 | 1741 | 1741 | 328 | 213 | 671 | 759 | 3482 | 2968 | 2966 | 2138 | 1467 | 1467 | 2011 | 1327 | 91 | 110 | 1078 | 210 | 416 | 122 | 3009 | 841 | 945 | 1545 | 29776 | 3792 | 19157 | 19157 | 207 | 207 | 760 | 919 | 705 | 865 | 865 | 651 | 810 | 810 | 2524 | 310 | 2694 | 3558 | 348 | 420 | 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 | 1199 | 862 | 1375 | 5661 | 41102 | 1643 | 35597 | 1363 | 502 | 1467 | 7632 | 7328 | | | | | | | | | | | |
|--------------------------|--------------|--------------|--------------|--------------|--------------------|--------------------|--------------|--------------|------------------------------------|------------------------------------|----------------|----------------------------|------------------------|--------------|-----------------|-----------------|-----------------|-----------------|--------------|--------------|---------------------------|---------------------------|-----------------------|-----------------------|---------------------------|-----------------------|---------------|---------------|-------------------------|--------------------|-------------------|-------------------|------------------|----------------------|--------------------|----------------------|------------------|--------------------|----------------|-----------------------------|-----------------------------|----------------|----------------|--------------------------------------------------------------|----------------------------------------------------------|--------------------------------------------------|----------------------------------------------|--------------------------------------------------|----------------------------------------------|------------------------------------------------------------|-----------------------|-----------------------|--------------|--------------|-----------------------|-----------------------|------------------|------------------|-------------------------|-------------------------|------------------|------------------|--------------|--------------|----------------|----------------|---------------|---------------|--------------------------|--------------------------|--------------------|--------------------|--------------|-------------------------|-------------------------|---------------|---------------|----------------------|----------------------|-----------------------|-----------------------|-----------------------|-----------------------|-----------------------|-----------------------|-----------------------|-----------------------|-----------------|--------------------------------------|--------------------------------------|------------------------|------------------------|----------------------|------------------|----------------------|------------------|----------------|----------------|-----------------|-----------------|-----------------|-------------------------------|----------------------|------------------|--------------|--------------|------------------------|------------------------|--------------|--------------|--------------|--------------|--------------|--------------|--------------|--------------|-------------------------|-------------------------|---------------------|---------------------|---------------------|---------------------|---------------------|---------------------|---------------------|---------------------|----------------|----------------|-----------------------------|-----------------------------|--------------------|--------------------|--------------------|--------------------|-------------------------------|-------------------------------|------------------|------------------|-------------------------------|-------------------------------|-------------------------------|-------------------------------|-----------------------------------|-------------------------------|------------------------------|------------------------------|------------------------------|------------------------------|--------------|--------------|--------------|--------------|-------------------|----------------------|--------------|--------------|----------------|--------------|--------------|--------------|--------------|--------------------------------------|--------------------------------------|----------------|----------------------------|------------------------|--------------|--------------|--------------|--------------|--------------|---------------------|-----------------|------------------------|------------------------|-----------------------|-----------------------|--------------------------------------|--------------|-----------------------|-----------------------|-------------------|-------------------|-------------------|------------------|------------------|------------------|------------------|----------------------------|----------------------------|----------------------------|----------------------------|----------------------------|----------------------------|----------------------------|----------------------------|----------------------------|----------------------------|----------------------------|----------------------------|----------------------------|----------------------------|------------------------------|--------------------------|-----------------------|-----------------------|------------------|------------------|------------------|------------------|---------------------------|---------------------------|---------------------------|---------------------------|---------------------------|---------------------------|---------------------------|---------------------------|---------------------------|---------------------------|---------------------------|---------------------------|---------------------------|---------------------------|------------------|------------------|------------------|------------------|--------------|--------------|---------------------|--------------|--------------|-------------------|-------------------|--------------|--------------|------------------|------------------|------------------|------------------|---------------|---------------|----------------|----------------|------------------|-------------------------|-------------------------|-------------------------|----------------|----------------|----------------|----------------|--------------|--------------|--------------|--------------|---------------|---------------|------------------|--------------|--------------|--------------|--------------|--------------|--------------------|----------------|--------------------------------------|--------------------------------------|-----------------------------|-----------------------------|-------------------------------------------|-----------------|-----------------|-------------------------------|-----------------------------|-------------------------|--------------|--------------|--------------|--------------|------------------|------------------|---------------|---------------|---------------|---------------|---------------|---------------|---------------|---------------|-------------------------|-----------------------------|-------------------------|-----------------------------|-------------------------|-----------------------------|-------------------------|-----------------------------|-------------------------|-----------------------------|-------------------------|-----------------------------|-------------------------|-----------------------------|-------------------------|-----------------------------|-------------------------|-----------------------------|-------------------------|-----------------------------|--------------|--------------|-----------------|--------------------|--------------------------------------|----------------|--------------|-------------------|---------------|---------------|----------------|---------------|--------------|------------|-------------|-------------|-------------|-------------|-------------|-------------|-------------|-------------|-------------|
| After | 407 | 510 | 215 | 466 | 320 | 480 | 257 | 311 | 760 | 919 | 673 | 727 | 887 | 832 | 351 | 409 | 380 | 303 | 1068 | 780 | 3271 | 2263 | 1068 | 780 | 716 | 460 | 386 | 735 | 378 | 2008 | 482 | 215 | 482 | 720 | 923 | 923 | 794 | 1413 | 446 | 13603 | 14379 | 204 | 271 | 1627 | 987 | 1629 | 992 | 1624 | 987 | 987 | 3466 | 4025 | 7973 | 2483 | 5891 | 1617 | 5427 | 5426 | 4280 | 2983 | 1204 | 3921 | 2702 | 1185 | 2180 | 5268 | 1281 | 27957 | 1281 | 2537 | 10149 | 930 | 863 | 39065 | 10453 | 25433 | 39790 | 11106 | 22356 | 605 | 1024 | 366 | 576 | 749 | 1151 | 438 | 639 | 5519 | 5500 | 8123 | 2139 | 1483 | 333 | 230 | 333 | 230 | 2081 | 1422 | 577 | 2894 | 2554 | 2533 | 1960 | 1907 | 301 | 881 | 1090 | 829 | 2594 | 3426 | 3636 | 7677 | 3048 | 36207 | 469 | 387 | 1389 | 1214 | 497 | 1534 | 314 | 830 | 1028 | 1661 | 557 | 893 | 3863 | 4382 | 616 | 257 | 1030 | 706 | 458 | 470 | 1368 | 1790 | 1368 | 1785 | 2891 | 11139 | 13060 | 12216 | 15107 | 11999 | 8890 | 7820 | 11980 | 11222 | 19381 | 16452 | 4784 | 1617 | 225 | 528 | 793 | 585 | 9418 | 458 | 458 | 440 | 296 | 1415 | 612 | 1076 | 1131 | 475 | 420 | 408 | 343 | 568 | 1684 | 9272 | 9627 | 8570 | 8570 | 17152 | 17152 | 4312 | 4312 | 3962 | 2658 | 1203 | 1791 | 2400 | 7193 | 9433 | 14509 | 19315 | 13541 | 7438 | 13577 | 7500 | 7735 | 2932 | 13547 | 7465 | 7714 | 2949 | 7721 | 2928 | 6867 | 2111 | 22137 | 61745 | 193 | 169 | 7193 | 18469 | 8797 | 19069 | 12647 | 7149 | 12669 | 7190 | 7593 | 2879 | 12684 | 7211 | 7596 | 2882 | 7579 | 2855 | 6816 | 2071 | 19617 | 12217 | 20005 | 11482 | 1346 | 738 | 326 | 367 | 1248 | 3603 | 2376 | 369 | 369 | 1741 | 1741 | 328 | 213 | 671 | 759 | 3482 | 2968 | 2966 | 2138 | 1467 | 1467 | 2011 | 1327 | 91 | 110 | 1078 | 210 | 416 | 122 | 3009 | 841 | 945 | 1545 | 29776 | 3792 | 19157 | 19157 | 207 | 207 | 760 | 919 | 705 | 865 | 865 | 651 | 810 | 810 | 2524 | 310 | 2694 | 3558 | 348 | 420 | 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 | 1199 | 862 | 1363 | 5581 | 40462 | 1583 | 34189 | 1231 | 426 | 1227 | 6352 | 6048 | -0.27% | 1.92 | +0.00% | +0.00% | +0.00% | +0.00% | +0.00% | +0.00% | +0.00% | +0.00% | +0.00% |
|--------------------------|--------------|--------------|--------------|--------------|--------------------|--------------------|--------------|--------------|------------------------------------|------------------------------------|----------------|----------------------------|------------------------|--------------|-----------------|-----------------|-----------------|-----------------|--------------|--------------|---------------------------|---------------------------|-----------------------|-----------------------|---------------------------|-----------------------|---------------|---------------|-------------------------|--------------------|-------------------|-------------------|------------------|----------------------|--------------------|----------------------|------------------|--------------------|----------------|-----------------------------|-----------------------------|----------------|----------------|--------------------------------------------------------------|----------------------------------------------------------|--------------------------------------------------|----------------------------------------------|--------------------------------------------------|----------------------------------------------|------------------------------------------------------------|-----------------------|-----------------------|--------------|--------------|-----------------------|-----------------------|------------------|------------------|-------------------------|-------------------------|------------------|------------------|--------------|--------------|----------------|----------------|---------------|---------------|--------------------------|--------------------------|--------------------|--------------------|--------------|-------------------------|-------------------------|---------------|---------------|----------------------|----------------------|-----------------------|-----------------------|-----------------------|-----------------------|-----------------------|-----------------------|-----------------------|-----------------------|-----------------|--------------------------------------|--------------------------------------|------------------------|------------------------|----------------------|------------------|----------------------|------------------|----------------|----------------|-----------------|-----------------|-----------------|-------------------------------|----------------------|------------------|--------------|--------------|------------------------|------------------------|--------------|--------------|--------------|--------------|--------------|--------------|--------------|--------------|-------------------------|-------------------------|---------------------|---------------------|---------------------|---------------------|---------------------|---------------------|---------------------|---------------------|----------------|----------------|-----------------------------|-----------------------------|--------------------|--------------------|--------------------|--------------------|-------------------------------|-------------------------------|------------------|------------------|-------------------------------|-------------------------------|-------------------------------|-------------------------------|-----------------------------------|-------------------------------|------------------------------|------------------------------|------------------------------|------------------------------|--------------|--------------|--------------|--------------|-------------------|----------------------|--------------|--------------|----------------|--------------|--------------|--------------|--------------|--------------------------------------|--------------------------------------|----------------|----------------------------|------------------------|--------------|--------------|--------------|--------------|--------------|---------------------|-----------------|------------------------|------------------------|-----------------------|-----------------------|--------------------------------------|--------------|-----------------------|-----------------------|-------------------|-------------------|-------------------|------------------|------------------|------------------|------------------|----------------------------|----------------------------|----------------------------|----------------------------|----------------------------|----------------------------|----------------------------|----------------------------|----------------------------|----------------------------|----------------------------|----------------------------|----------------------------|----------------------------|------------------------------|--------------------------|-----------------------|-----------------------|------------------|------------------|------------------|------------------|---------------------------|---------------------------|---------------------------|---------------------------|---------------------------|---------------------------|---------------------------|---------------------------|---------------------------|---------------------------|---------------------------|---------------------------|---------------------------|---------------------------|------------------|------------------|------------------|------------------|--------------|--------------|---------------------|--------------|--------------|-------------------|-------------------|--------------|--------------|------------------|------------------|------------------|------------------|---------------|---------------|----------------|----------------|------------------|-------------------------|-------------------------|-------------------------|----------------|----------------|----------------|----------------|--------------|--------------|--------------|--------------|---------------|---------------|------------------|--------------|--------------|--------------|--------------|--------------|--------------------|----------------|--------------------------------------|--------------------------------------|-----------------------------|-----------------------------|-------------------------------------------|-----------------|-----------------|-------------------------------|-----------------------------|-------------------------|--------------|--------------|--------------|--------------|------------------|------------------|---------------|---------------|---------------|---------------|---------------|---------------|---------------|---------------|-------------------------|-----------------------------|-------------------------|-----------------------------|-------------------------|-----------------------------|-------------------------|-----------------------------|-------------------------|-----------------------------|-------------------------|-----------------------------|-------------------------|-----------------------------|-------------------------|-----------------------------|-------------------------|-----------------------------|-------------------------|-----------------------------|--------------|--------------|-----------------|--------------------|--------------------------------------|----------------|--------------|-------------------|---------------|---------------|----------------|---------------|--------------|------------|-------------|-------------|-------------|-------------|-------------|-------------|-------------|-------------|-------------|
| Total diff | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | 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(-0.87%) | IMPR(-1.41%) | IMPR(-1.56%) | IMPR(-3.65%) | IMPR(-3.96%) | IMPR(-9.68%) | IMPR(-15.14%) | IMPR(-16.36%) | IMPR(-16.77%) | IMPR(-17.47%) | -0.27% | 1.92 | +0.00% | +0.00% | +0.00% | +0.00% | +0.00% | +0.00% | +0.00% | +0.00% | +0.00% |
|--------------------------|--------------|--------------|--------------|--------------|--------------------|--------------------|--------------|--------------|------------------------------------|------------------------------------|----------------|----------------------------|------------------------|--------------|-----------------|-----------------|-----------------|-----------------|--------------|--------------|---------------------------|---------------------------|-----------------------|-----------------------|---------------------------|-----------------------|---------------|---------------|-------------------------|--------------------|-------------------|-------------------|------------------|----------------------|--------------------|----------------------|------------------|--------------------|----------------|-----------------------------|-----------------------------|----------------|----------------|--------------------------------------------------------------|----------------------------------------------------------|--------------------------------------------------|----------------------------------------------|--------------------------------------------------|----------------------------------------------|------------------------------------------------------------|-----------------------|-----------------------|--------------|--------------|-----------------------|-----------------------|------------------|------------------|-------------------------|-------------------------|------------------|------------------|--------------|--------------|----------------|----------------|---------------|---------------|--------------------------|--------------------------|--------------------|--------------------|--------------|-------------------------|-------------------------|---------------|---------------|----------------------|----------------------|-----------------------|-----------------------|-----------------------|-----------------------|-----------------------|-----------------------|-----------------------|-----------------------|-----------------|--------------------------------------|--------------------------------------|------------------------|------------------------|----------------------|------------------|----------------------|------------------|----------------|----------------|-----------------|-----------------|-----------------|-------------------------------|----------------------|------------------|--------------|--------------|------------------------|------------------------|--------------|--------------|--------------|--------------|--------------|--------------|--------------|--------------|-------------------------|-------------------------|---------------------|---------------------|---------------------|---------------------|---------------------|---------------------|---------------------|---------------------|----------------|----------------|-----------------------------|-----------------------------|--------------------|--------------------|--------------------|--------------------|-------------------------------|-------------------------------|------------------|------------------|-------------------------------|-------------------------------|-------------------------------|-------------------------------|-----------------------------------|-------------------------------|------------------------------|------------------------------|------------------------------|------------------------------|--------------|--------------|--------------|--------------|-------------------|----------------------|--------------|--------------|----------------|--------------|--------------|--------------|--------------|--------------------------------------|--------------------------------------|----------------|----------------------------|------------------------|--------------|--------------|--------------|--------------|--------------|---------------------|-----------------|------------------------|------------------------|-----------------------|-----------------------|--------------------------------------|--------------|-----------------------|-----------------------|-------------------|-------------------|-------------------|------------------|------------------|------------------|------------------|----------------------------|----------------------------|----------------------------|----------------------------|----------------------------|----------------------------|----------------------------|----------------------------|----------------------------|----------------------------|----------------------------|----------------------------|----------------------------|----------------------------|------------------------------|--------------------------|-----------------------|-----------------------|------------------|------------------|------------------|------------------|---------------------------|---------------------------|---------------------------|---------------------------|---------------------------|---------------------------|---------------------------|---------------------------|---------------------------|---------------------------|---------------------------|---------------------------|---------------------------|---------------------------|------------------|------------------|------------------|------------------|--------------|--------------|---------------------|--------------|--------------|-------------------|-------------------|--------------|--------------|------------------|------------------|------------------|------------------|---------------|---------------|----------------|----------------|------------------|-------------------------|-------------------------|-------------------------|----------------|----------------|----------------|----------------|--------------|--------------|--------------|--------------|---------------|---------------|------------------|--------------|--------------|--------------|--------------|--------------|--------------------|----------------|--------------------------------------|--------------------------------------|-----------------------------|-----------------------------|-------------------------------------------|-----------------|-----------------|-------------------------------|-----------------------------|-------------------------|--------------|--------------|--------------|--------------|------------------|------------------|---------------|---------------|---------------|---------------|---------------|---------------|---------------|---------------|-------------------------|-----------------------------|-------------------------|-----------------------------|-------------------------|-----------------------------|-------------------------|-----------------------------|-------------------------|-----------------------------|-------------------------|-----------------------------|-------------------------|-----------------------------|-------------------------|-----------------------------|-------------------------|-----------------------------|-------------------------|-----------------------------|--------------|--------------|-----------------|--------------------|--------------------------------------|----------------|--------------|-------------------|---------------|---------------|----------------|---------------|--------------|------------|-------------|-------------|-------------|-------------|-------------|-------------|-------------|-------------|-------------|
Just for future: We've seen cases where the Globals themselves don't have an address space, but they are casted to a pointer of the right AS. I guess the first AS we encounter coming down from the load is the one intended by the programmer. I also think we can trust standard AA to follow that pointer cast down to the Global, so we could also use it as address for the MMO.
andcarminati
commented
1 month ago Hi @gbossu, now I hope we converged ;-)
It is also possible to SWP (pre) Softmax with: -mllvm -aie-pipeliner-max-stagecount=6 -mllvm -pipeliner-max-stages=5 -fno-unroll-loops
andcarminati
commented
1 month ago New QoR results (updated):
|--------------------------|----------------|--------------|--------------|--------------|--------------|--------------------|--------------------|--------------|--------------|------------------------------------|------------------------------------|----------------|----------------------------|------------------------|--------------|--------------|--------------|---------------------------|---------------------------|-----------------------|-----------------------|---------------------------|-----------------------|---------------|---------------|-------------------------|-------------------------|--------------------|-------------------|-------------------|------------------|----------------------|--------------------|----------------------|----------------|------------------|--------------------|----------------|-----------------------------|-----------------------------|----------------|----------------|-------------------------------------------|-------------------------------------------|--------------------------------------------------------------|----------------------------------------------------------|--------------------------------------------------|----------------------------------------------|--------------------------------------------------|----------------------------------------------|------------------------------------------------------------|-----------------------------------------------|--------------|--------------|--------------|--------------|-----------------------|-----------------------|------------------|------------------|-------------------------|-------------------------|--------------|--------------|------------------|------------------|--------------|--------------|----------------|----------------|---------------|---------------|--------------------------|--------------------------|--------------------|--------------------|--------------|-------------------------|-------------------------|------------------------------|------------------------------|---------------|---------------|--------------------|--------------------|----------------------|----------------------|-----------------------|-----------------------|-----------------------|-----------------------|-----------------------|-----------------------|-----------------------|-----------------------|-----------------|--------------------------------------|--------------------------------------|------------------------|------------------------|----------------------|------------------|----------------------|------------------|----------------|----------------|-----------------|-----------------|-----------------|-------------------------------|----------------------|------------------|--------------|--------------|------------------------|------------------------|--------------|--------------|--------------|--------------|--------------|--------------|--------------|--------------|-------------------------|---------------------|---------------------|---------------------|---------------------|---------------------|---------------------|---------------------|---------------------|-----------------------------|-----------------------------|--------------------|--------------------|--------------------|--------------------|-------------------------------|-------------------------------|------------------|------------------|-------------------------------|-------------------------------|-------------------------------|-------------------------------|-----------------------------------|-------------------------------|------------------------------|------------------------------|------------------------------|------------------------------|--------------|--------------|--------------|--------------|-------------------|----------------------|--------------|--------------|------------------|------------------|---------------|--------------|--------------|--------------|--------------|--------------------------------------|--------------------------------------|----------------|----------------------------|------------------------|--------------|--------------|--------------|--------------|--------------|--------------|---------------------|-----------------|------------------------|------------------------|-----------------------|-----------------------|--------------------------------------|--------------|-----------------------|-----------------------|-------------------|-------------------|-------------------|------------------|------------------|------------------|------------------|----------------------------|----------------------------|----------------------------|----------------------------|----------------------------|----------------------------|----------------------------|----------------------------|----------------------------|----------------------------|----------------------------|----------------------------|----------------------------|----------------------------|-----------------------|-----------------------|------------------|------------------|------------------|------------------|----------------------------|----------------------------|----------------------------|----------------------------|----------------------------|----------------------------|----------------------------|---------------------------|---------------------------|---------------------------|---------------------------|---------------------------|---------------------------|---------------------------|---------------------------|---------------------------|---------------------------|---------------------------|---------------------------|---------------------------|---------------------------|------------------|------------------|------------------|------------------|--------------|--------------|---------------------|--------------|--------------|-------------------|-------------------|--------------|--------------|------------------|------------------|------------------|------------------|---------------|---------------|----------------|----------------|------------------|-------------------------|-------------------------|-------------------------|----------------|----------------|----------------|----------------|--------------|--------------|--------------|--------------|---------------|---------------|------------------|--------------|--------------|--------------|--------------|--------------|--------------------|----------------|--------------------------------------|--------------------------------------|-----------------------------|-----------------------------|-------------------------------------------|-----------------|-----------------|-------------------------------|-----------------------------|-------------------------|--------------|--------------|--------------|--------------|-------------------------------|---------------------------|------------------|------------------|---------------|---------------|---------------|---------------|---------------|---------------|---------------|---------------|-------------------------|-----------------------------|-------------------------|-----------------------------|-------------------------|-----------------------------|-------------------------|-----------------------------|-------------------------|-----------------------------|-------------------------|-----------------------------|-------------------------|-----------------------------|-------------------------|-----------------------------|-------------------------|-----------------------------|-------------------------|-----------------------------|--------------|--------------|-----------------|--------------------|--------------------------------------|--------------|--------------|-------------------|---------------|---------------|----------------|---------------|--------------|------------|-------------|-------------|-------------|-------------|-------------|-------------|-------------|-------------|-------------|
| Core_Compute_Cycle_Count | Mish_aie2_int8 | 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 | BilinearInterpolation_1 | 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 | Conv2D_0 | Conv2D_1 | Conv2D_2x8_0 | Conv2D_2x8_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_Transpose_bf16_AIE2_0 | Conv2D_Transpose_bf16_AIE2_1 | Conv2D_bf16_0 | Conv2D_bf16_1 | Conv2D_edge_mode_0 | 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_int8_0 | Erf_aie2_bf16_0 | Erf_aie2_int8_0 | Erf_aie2_int8_0_ptr_interface | Expand_aie2_bfloat16 | Expand_aie2_int8 | Floor_aie2_0 | Floor_aie2_1 | FullyConnect_aie2_bf16 | 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_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 | 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_int8_0 | Pow_int8_0 | Range_bfloat16_aie2_0 | Range_bfloat16_aie2_1 | Range_int8_aie2_0 | Range_int8_aie2_1 | 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 | 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 | Elu_aie2_bf16_0 | Mish_aie2_bfloat16 | PowAttributeBroadcasting_aie2_bf16_0 | Pow_bf16_1 | Pow_bf16_0 | Reciprocal_aie2_0 | Softmax_1 | Exp_bf16_1 | Softmax_bf16_0 | Exp_bf16_0 | Averege diff | Diff stdev | Quantile #1 | Quantile #2 | Quantile #3 | Quantile #4 | Quantile #5 | Quantile #6 | Quantile #7 | Quantile #8 | Quantile #9 |
|--------------------------|----------------|--------------|--------------|--------------|--------------|--------------------|--------------------|--------------|--------------|------------------------------------|------------------------------------|----------------|----------------------------|------------------------|--------------|--------------|--------------|---------------------------|---------------------------|-----------------------|-----------------------|---------------------------|-----------------------|---------------|---------------|-------------------------|-------------------------|--------------------|-------------------|-------------------|------------------|----------------------|--------------------|----------------------|----------------|------------------|--------------------|----------------|-----------------------------|-----------------------------|----------------|----------------|-------------------------------------------|-------------------------------------------|--------------------------------------------------------------|----------------------------------------------------------|--------------------------------------------------|----------------------------------------------|--------------------------------------------------|----------------------------------------------|------------------------------------------------------------|-----------------------------------------------|--------------|--------------|--------------|--------------|-----------------------|-----------------------|------------------|------------------|-------------------------|-------------------------|--------------|--------------|------------------|------------------|--------------|--------------|----------------|----------------|---------------|---------------|--------------------------|--------------------------|--------------------|--------------------|--------------|-------------------------|-------------------------|------------------------------|------------------------------|---------------|---------------|--------------------|--------------------|----------------------|----------------------|-----------------------|-----------------------|-----------------------|-----------------------|-----------------------|-----------------------|-----------------------|-----------------------|-----------------|--------------------------------------|--------------------------------------|------------------------|------------------------|----------------------|------------------|----------------------|------------------|----------------|----------------|-----------------|-----------------|-----------------|-------------------------------|----------------------|------------------|--------------|--------------|------------------------|------------------------|--------------|--------------|--------------|--------------|--------------|--------------|--------------|--------------|-------------------------|---------------------|---------------------|---------------------|---------------------|---------------------|---------------------|---------------------|---------------------|-----------------------------|-----------------------------|--------------------|--------------------|--------------------|--------------------|-------------------------------|-------------------------------|------------------|------------------|-------------------------------|-------------------------------|-------------------------------|-------------------------------|-----------------------------------|-------------------------------|------------------------------|------------------------------|------------------------------|------------------------------|--------------|--------------|--------------|--------------|-------------------|----------------------|--------------|--------------|------------------|------------------|---------------|--------------|--------------|--------------|--------------|--------------------------------------|--------------------------------------|----------------|----------------------------|------------------------|--------------|--------------|--------------|--------------|--------------|--------------|---------------------|-----------------|------------------------|------------------------|-----------------------|-----------------------|--------------------------------------|--------------|-----------------------|-----------------------|-------------------|-------------------|-------------------|------------------|------------------|------------------|------------------|----------------------------|----------------------------|----------------------------|----------------------------|----------------------------|----------------------------|----------------------------|----------------------------|----------------------------|----------------------------|----------------------------|----------------------------|----------------------------|----------------------------|-----------------------|-----------------------|------------------|------------------|------------------|------------------|----------------------------|----------------------------|----------------------------|----------------------------|----------------------------|----------------------------|----------------------------|---------------------------|---------------------------|---------------------------|---------------------------|---------------------------|---------------------------|---------------------------|---------------------------|---------------------------|---------------------------|---------------------------|---------------------------|---------------------------|---------------------------|------------------|------------------|------------------|------------------|--------------|--------------|---------------------|--------------|--------------|-------------------|-------------------|--------------|--------------|------------------|------------------|------------------|------------------|---------------|---------------|----------------|----------------|------------------|-------------------------|-------------------------|-------------------------|----------------|----------------|----------------|----------------|--------------|--------------|--------------|--------------|---------------|---------------|------------------|--------------|--------------|--------------|--------------|--------------|--------------------|----------------|--------------------------------------|--------------------------------------|-----------------------------|-----------------------------|-------------------------------------------|-----------------|-----------------|-------------------------------|-----------------------------|-------------------------|--------------|--------------|--------------|--------------|-------------------------------|---------------------------|------------------|------------------|---------------|---------------|---------------|---------------|---------------|---------------|---------------|---------------|-------------------------|-----------------------------|-------------------------|-----------------------------|-------------------------|-----------------------------|-------------------------|-----------------------------|-------------------------|-----------------------------|-------------------------|-----------------------------|-------------------------|-----------------------------|-------------------------|-----------------------------|-------------------------|-----------------------------|-------------------------|-----------------------------|--------------|--------------|-----------------|--------------------|--------------------------------------|--------------|--------------|-------------------|---------------|---------------|----------------|---------------|--------------|------------|-------------|-------------|-------------|-------------|-------------|-------------|-------------|-------------|-------------|
| Baseline (aie-public) | 9417 | 376 | 510 | 217 | 434 | 322 | 482 | 254 | 298 | 762 | 806 | 673 | 728 | 775 | 725 | 1068 | 780 | 3247 | 2247 | 1068 | 780 | 387 | 406 | 306 | 415 | 667 | 361 | 2008 | 467 | 135 | 467 | 720 | 974 | 974 | 725 | 725 | 1413 | 446 | 13604 | 14380 | 204 | 246 | 1469 | 1185 | 1425 | 960 | 1432 | 967 | 1444 | 978 | 978 | 1098 | 7687 | 2458 | 21 | 21 | 5885 | 1612 | 5785 | 5419 | 4274 | 2978 | 2940 | 852 | 1175 | 3892 | 2646 | 1143 | 2174 | 5262 | 1275 | 27503 | 1275 | 2532 | 10145 | 923 | 857 | 53848 | 14444 | 433724 | 6293 | 23279 | 38224 | 30300 | 18717 | 11094 | 21504 | 603 | 990 | 364 | 558 | 747 | 1149 | 436 | 637 | 5382 | 5372 | 7802 | 2059 | 1450 | 227 | 164 | 227 | 164 | 2001 | 1388 | 578 | 2894 | 2554 | 2533 | 1960 | 1907 | 315 | 881 | 1090 | 829 | 2594 | 3426 | 3620 | 7661 | 2797 | 32931 | 469 | 387 | 1214 | 495 | 1532 | 312 | 828 | 1026 | 1659 | 555 | 891 | 556 | 284 | 1434 | 966 | 417 | 427 | 1368 | 1590 | 1368 | 1585 | 2882 | 11303 | 9456 | 12180 | 1765 | 2617 | 8890 | 7798 | 11278 | 11222 | 19121 | 16192 | 4148 | 1617 | 225 | 528 | 1467 | 1259 | 1797 | 1269 | 5247 | 548 | 548 | 505 | 321 | 1555 | 581 | 1119 | 1174 | 358 | 295 | 779 | 455 | 568 | 1684 | 2394 | 9208 | 9595 | 8570 | 8570 | 17147 | 17147 | 4312 | 4312 | 4065 | 2669 | 1224 | 1846 | 2155 | 7193 | 9433 | 14509 | 19315 | 13034 | 7527 | 13070 | 7586 | 7229 | 3022 | 13040 | 7553 | 7208 | 3039 | 7215 | 3018 | 6263 | 2255 | 188 | 164 | 7193 | 18469 | 8797 | 19069 | 35922 | 18052 | 9185 | 35954 | 9184 | 9168 | 1894 | 11947 | 7235 | 11970 | 7275 | 7060 | 2969 | 11983 | 7302 | 7063 | 2972 | 7046 | 2945 | 6212 | 2215 | 12209 | 12209 | 19670 | 11400 | 1421 | 781 | 233 | 367 | 1092 | 3603 | 2376 | 367 | 367 | 1709 | 1709 | 329 | 206 | 658 | 759 | 3608 | 2968 | 2966 | 1954 | 1275 | 1275 | 2627 | 1727 | 91 | 110 | 1078 | 210 | 417 | 123 | 3009 | 841 | 945 | 1545 | 29776 | 3792 | 19157 | 19157 | 207 | 207 | 762 | 806 | 706 | 753 | 753 | 651 | 703 | 703 | 1143 | 300 | 1964 | 2572 | 339 | 407 | 484 | 865 | 4264 | 2595 | 1217 | 169 | 836 | 118 | 34469 | 303 | 30659 | 252 | 1856 | 2338 | 1155 | 1140 | 1856 | 1752 | 1871 | 1767 | 1868 | 1868 | 2685 | 3612 | 1149 | 1089 | 2686 | 2686 | 2700 | 2544 | 2694 | 2538 | 907 | 846 | 2628 | 5535 | 41102 | 35603 | 35597 | 1363 | 502 | 1467 | 7631 | 7328 | | | | | | | | | | | |
|--------------------------|----------------|--------------|--------------|--------------|--------------|--------------------|--------------------|--------------|--------------|------------------------------------|------------------------------------|----------------|----------------------------|------------------------|--------------|--------------|--------------|---------------------------|---------------------------|-----------------------|-----------------------|---------------------------|-----------------------|---------------|---------------|-------------------------|-------------------------|--------------------|-------------------|-------------------|------------------|----------------------|--------------------|----------------------|----------------|------------------|--------------------|----------------|-----------------------------|-----------------------------|----------------|----------------|-------------------------------------------|-------------------------------------------|--------------------------------------------------------------|----------------------------------------------------------|--------------------------------------------------|----------------------------------------------|--------------------------------------------------|----------------------------------------------|------------------------------------------------------------|-----------------------------------------------|--------------|--------------|--------------|--------------|-----------------------|-----------------------|------------------|------------------|-------------------------|-------------------------|--------------|--------------|------------------|------------------|--------------|--------------|----------------|----------------|---------------|---------------|--------------------------|--------------------------|--------------------|--------------------|--------------|-------------------------|-------------------------|------------------------------|------------------------------|---------------|---------------|--------------------|--------------------|----------------------|----------------------|-----------------------|-----------------------|-----------------------|-----------------------|-----------------------|-----------------------|-----------------------|-----------------------|-----------------|--------------------------------------|--------------------------------------|------------------------|------------------------|----------------------|------------------|----------------------|------------------|----------------|----------------|-----------------|-----------------|-----------------|-------------------------------|----------------------|------------------|--------------|--------------|------------------------|------------------------|--------------|--------------|--------------|--------------|--------------|--------------|--------------|--------------|-------------------------|---------------------|---------------------|---------------------|---------------------|---------------------|---------------------|---------------------|---------------------|-----------------------------|-----------------------------|--------------------|--------------------|--------------------|--------------------|-------------------------------|-------------------------------|------------------|------------------|-------------------------------|-------------------------------|-------------------------------|-------------------------------|-----------------------------------|-------------------------------|------------------------------|------------------------------|------------------------------|------------------------------|--------------|--------------|--------------|--------------|-------------------|----------------------|--------------|--------------|------------------|------------------|---------------|--------------|--------------|--------------|--------------|--------------------------------------|--------------------------------------|----------------|----------------------------|------------------------|--------------|--------------|--------------|--------------|--------------|--------------|---------------------|-----------------|------------------------|------------------------|-----------------------|-----------------------|--------------------------------------|--------------|-----------------------|-----------------------|-------------------|-------------------|-------------------|------------------|------------------|------------------|------------------|----------------------------|----------------------------|----------------------------|----------------------------|----------------------------|----------------------------|----------------------------|----------------------------|----------------------------|----------------------------|----------------------------|----------------------------|----------------------------|----------------------------|-----------------------|-----------------------|------------------|------------------|------------------|------------------|----------------------------|----------------------------|----------------------------|----------------------------|----------------------------|----------------------------|----------------------------|---------------------------|---------------------------|---------------------------|---------------------------|---------------------------|---------------------------|---------------------------|---------------------------|---------------------------|---------------------------|---------------------------|---------------------------|---------------------------|---------------------------|------------------|------------------|------------------|------------------|--------------|--------------|---------------------|--------------|--------------|-------------------|-------------------|--------------|--------------|------------------|------------------|------------------|------------------|---------------|---------------|----------------|----------------|------------------|-------------------------|-------------------------|-------------------------|----------------|----------------|----------------|----------------|--------------|--------------|--------------|--------------|---------------|---------------|------------------|--------------|--------------|--------------|--------------|--------------|--------------------|----------------|--------------------------------------|--------------------------------------|-----------------------------|-----------------------------|-------------------------------------------|-----------------|-----------------|-------------------------------|-----------------------------|-------------------------|--------------|--------------|--------------|--------------|-------------------------------|---------------------------|------------------|------------------|---------------|---------------|---------------|---------------|---------------|---------------|---------------|---------------|-------------------------|-----------------------------|-------------------------|-----------------------------|-------------------------|-----------------------------|-------------------------|-----------------------------|-------------------------|-----------------------------|-------------------------|-----------------------------|-------------------------|-----------------------------|-------------------------|-----------------------------|-------------------------|-----------------------------|-------------------------|-----------------------------|--------------|--------------|-----------------|--------------------|--------------------------------------|--------------|--------------|-------------------|---------------|---------------|----------------|---------------|--------------|------------|-------------|-------------|-------------|-------------|-------------|-------------|-------------|-------------|-------------|
| This PR | 9481 | 376 | 510 | 217 | 434 | 322 | 482 | 254 | 298 | 762 | 806 | 673 | 728 | 775 | 725 | 1068 | 780 | 3247 | 2247 | 1068 | 780 | 387 | 406 | 306 | 415 | 667 | 361 | 2008 | 467 | 135 | 467 | 720 | 974 | 974 | 725 | 725 | 1413 | 446 | 13604 | 14380 | 204 | 246 | 1469 | 1185 | 1425 | 960 | 1432 | 967 | 1444 | 978 | 978 | 1098 | 7687 | 2458 | 21 | 21 | 5885 | 1612 | 5785 | 5419 | 4274 | 2978 | 2940 | 852 | 1175 | 3892 | 2646 | 1143 | 2174 | 5262 | 1275 | 27503 | 1275 | 2532 | 10145 | 923 | 857 | 53848 | 14444 | 433724 | 6293 | 23279 | 38224 | 30300 | 18717 | 11094 | 21504 | 603 | 990 | 364 | 558 | 747 | 1149 | 436 | 637 | 5382 | 5372 | 7802 | 2059 | 1450 | 227 | 164 | 227 | 164 | 2001 | 1388 | 578 | 2894 | 2554 | 2533 | 1960 | 1907 | 315 | 881 | 1090 | 829 | 2594 | 3426 | 3620 | 7661 | 2797 | 32931 | 469 | 387 | 1214 | 495 | 1532 | 312 | 828 | 1026 | 1659 | 555 | 891 | 556 | 284 | 1434 | 966 | 417 | 427 | 1368 | 1590 | 1368 | 1585 | 2882 | 11303 | 9456 | 12180 | 1765 | 2617 | 8890 | 7798 | 11278 | 11222 | 19121 | 16192 | 4148 | 1617 | 225 | 528 | 1467 | 1259 | 1797 | 1269 | 5247 | 548 | 548 | 505 | 321 | 1555 | 581 | 1119 | 1174 | 358 | 295 | 779 | 455 | 568 | 1684 | 2394 | 9208 | 9595 | 8570 | 8570 | 17147 | 17147 | 4312 | 4312 | 4065 | 2669 | 1224 | 1846 | 2155 | 7193 | 9433 | 14509 | 19315 | 13034 | 7527 | 13070 | 7586 | 7229 | 3022 | 13040 | 7553 | 7208 | 3039 | 7215 | 3018 | 6263 | 2255 | 188 | 164 | 7193 | 18469 | 8797 | 19069 | 35922 | 18052 | 9185 | 35954 | 9184 | 9168 | 1894 | 11947 | 7235 | 11970 | 7275 | 7060 | 2969 | 11983 | 7302 | 7063 | 2972 | 7046 | 2945 | 6212 | 2215 | 12209 | 12209 | 19670 | 11400 | 1421 | 781 | 233 | 367 | 1092 | 3603 | 2376 | 367 | 367 | 1709 | 1709 | 329 | 206 | 658 | 759 | 3608 | 2968 | 2966 | 1954 | 1275 | 1275 | 2627 | 1727 | 91 | 110 | 1078 | 210 | 417 | 123 | 3009 | 841 | 945 | 1545 | 29776 | 3792 | 19157 | 19157 | 207 | 207 | 762 | 806 | 706 | 753 | 753 | 651 | 703 | 703 | 1143 | 300 | 1964 | 2572 | 339 | 407 | 484 | 865 | 4264 | 2595 | 1217 | 169 | 836 | 118 | 34469 | 303 | 30659 | 252 | 1856 | 2338 | 1155 | 1140 | 1856 | 1752 | 1871 | 1767 | 1868 | 1868 | 2685 | 3612 | 1149 | 1089 | 2686 | 2686 | 2700 | 2544 | 2694 | 2538 | 907 | 846 | 2604 | 5455 | 40462 | 34195 | 34189 | 1230 | 426 | 1227 | 6352 | 6048 | -0.26% | 1.88 | +0.00% | +0.00% | +0.00% | +0.00% | +0.00% | +0.00% | +0.00% | +0.00% | +0.00% |
|--------------------------|----------------|--------------|--------------|--------------|--------------|--------------------|--------------------|--------------|--------------|------------------------------------|------------------------------------|----------------|----------------------------|------------------------|--------------|--------------|--------------|---------------------------|---------------------------|-----------------------|-----------------------|---------------------------|-----------------------|---------------|---------------|-------------------------|-------------------------|--------------------|-------------------|-------------------|------------------|----------------------|--------------------|----------------------|----------------|------------------|--------------------|----------------|-----------------------------|-----------------------------|----------------|----------------|-------------------------------------------|-------------------------------------------|--------------------------------------------------------------|----------------------------------------------------------|--------------------------------------------------|----------------------------------------------|--------------------------------------------------|----------------------------------------------|------------------------------------------------------------|-----------------------------------------------|--------------|--------------|--------------|--------------|-----------------------|-----------------------|------------------|------------------|-------------------------|-------------------------|--------------|--------------|------------------|------------------|--------------|--------------|----------------|----------------|---------------|---------------|--------------------------|--------------------------|--------------------|--------------------|--------------|-------------------------|-------------------------|------------------------------|------------------------------|---------------|---------------|--------------------|--------------------|----------------------|----------------------|-----------------------|-----------------------|-----------------------|-----------------------|-----------------------|-----------------------|-----------------------|-----------------------|-----------------|--------------------------------------|--------------------------------------|------------------------|------------------------|----------------------|------------------|----------------------|------------------|----------------|----------------|-----------------|-----------------|-----------------|-------------------------------|----------------------|------------------|--------------|--------------|------------------------|------------------------|--------------|--------------|--------------|--------------|--------------|--------------|--------------|--------------|-------------------------|---------------------|---------------------|---------------------|---------------------|---------------------|---------------------|---------------------|---------------------|-----------------------------|-----------------------------|--------------------|--------------------|--------------------|--------------------|-------------------------------|-------------------------------|------------------|------------------|-------------------------------|-------------------------------|-------------------------------|-------------------------------|-----------------------------------|-------------------------------|------------------------------|------------------------------|------------------------------|------------------------------|--------------|--------------|--------------|--------------|-------------------|----------------------|--------------|--------------|------------------|------------------|---------------|--------------|--------------|--------------|--------------|--------------------------------------|--------------------------------------|----------------|----------------------------|------------------------|--------------|--------------|--------------|--------------|--------------|--------------|---------------------|-----------------|------------------------|------------------------|-----------------------|-----------------------|--------------------------------------|--------------|-----------------------|-----------------------|-------------------|-------------------|-------------------|------------------|------------------|------------------|------------------|----------------------------|----------------------------|----------------------------|----------------------------|----------------------------|----------------------------|----------------------------|----------------------------|----------------------------|----------------------------|----------------------------|----------------------------|----------------------------|----------------------------|-----------------------|-----------------------|------------------|------------------|------------------|------------------|----------------------------|----------------------------|----------------------------|----------------------------|----------------------------|----------------------------|----------------------------|---------------------------|---------------------------|---------------------------|---------------------------|---------------------------|---------------------------|---------------------------|---------------------------|---------------------------|---------------------------|---------------------------|---------------------------|---------------------------|---------------------------|------------------|------------------|------------------|------------------|--------------|--------------|---------------------|--------------|--------------|-------------------|-------------------|--------------|--------------|------------------|------------------|------------------|------------------|---------------|---------------|----------------|----------------|------------------|-------------------------|-------------------------|-------------------------|----------------|----------------|----------------|----------------|--------------|--------------|--------------|--------------|---------------|---------------|------------------|--------------|--------------|--------------|--------------|--------------|--------------------|----------------|--------------------------------------|--------------------------------------|-----------------------------|-----------------------------|-------------------------------------------|-----------------|-----------------|-------------------------------|-----------------------------|-------------------------|--------------|--------------|--------------|--------------|-------------------------------|---------------------------|------------------|------------------|---------------|---------------|---------------|---------------|---------------|---------------|---------------|---------------|-------------------------|-----------------------------|-------------------------|-----------------------------|-------------------------|-----------------------------|-------------------------|-----------------------------|-------------------------|-----------------------------|-------------------------|-----------------------------|-------------------------|-----------------------------|-------------------------|-----------------------------|-------------------------|-----------------------------|-------------------------|-----------------------------|--------------|--------------|-----------------|--------------------|--------------------------------------|--------------|--------------|-------------------|---------------|---------------|----------------|---------------|--------------|------------|-------------|-------------|-------------|-------------|-------------|-------------|-------------|-------------|-------------|
| Total diff | REGR(+0.68%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | SAME(+0.00%) | 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(-0.91%) | IMPR(-1.45%) | IMPR(-1.56%) | IMPR(-3.95%) | IMPR(-3.96%) | IMPR(-9.76%) | IMPR(-15.14%) | IMPR(-16.36%) | IMPR(-16.76%) | IMPR(-17.47%) | -0.26% | 1.88 | +0.00% | +0.00% | +0.00% | +0.00% | +0.00% | +0.00% | +0.00% | +0.00% | +0.00% |
|--------------------------|----------------|--------------|--------------|--------------|--------------|--------------------|--------------------|--------------|--------------|------------------------------------|------------------------------------|----------------|----------------------------|------------------------|--------------|--------------|--------------|---------------------------|---------------------------|-----------------------|-----------------------|---------------------------|-----------------------|---------------|---------------|-------------------------|-------------------------|--------------------|-------------------|-------------------|------------------|----------------------|--------------------|----------------------|----------------|------------------|--------------------|----------------|-----------------------------|-----------------------------|----------------|----------------|-------------------------------------------|-------------------------------------------|--------------------------------------------------------------|----------------------------------------------------------|--------------------------------------------------|----------------------------------------------|--------------------------------------------------|----------------------------------------------|------------------------------------------------------------|-----------------------------------------------|--------------|--------------|--------------|--------------|-----------------------|-----------------------|------------------|------------------|-------------------------|-------------------------|--------------|--------------|------------------|------------------|--------------|--------------|----------------|----------------|---------------|---------------|--------------------------|--------------------------|--------------------|--------------------|--------------|-------------------------|-------------------------|------------------------------|------------------------------|---------------|---------------|--------------------|--------------------|----------------------|----------------------|-----------------------|-----------------------|-----------------------|-----------------------|-----------------------|-----------------------|-----------------------|-----------------------|-----------------|--------------------------------------|--------------------------------------|------------------------|------------------------|----------------------|------------------|----------------------|------------------|----------------|----------------|-----------------|-----------------|-----------------|-------------------------------|----------------------|------------------|--------------|--------------|------------------------|------------------------|--------------|--------------|--------------|--------------|--------------|--------------|--------------|--------------|-------------------------|---------------------|---------------------|---------------------|---------------------|---------------------|---------------------|---------------------|---------------------|-----------------------------|-----------------------------|--------------------|--------------------|--------------------|--------------------|-------------------------------|-------------------------------|------------------|------------------|-------------------------------|-------------------------------|-------------------------------|-------------------------------|-----------------------------------|-------------------------------|------------------------------|------------------------------|------------------------------|------------------------------|--------------|--------------|--------------|--------------|-------------------|----------------------|--------------|--------------|------------------|------------------|---------------|--------------|--------------|--------------|--------------|--------------------------------------|--------------------------------------|----------------|----------------------------|------------------------|--------------|--------------|--------------|--------------|--------------|--------------|---------------------|-----------------|------------------------|------------------------|-----------------------|-----------------------|--------------------------------------|--------------|-----------------------|-----------------------|-------------------|-------------------|-------------------|------------------|------------------|------------------|------------------|----------------------------|----------------------------|----------------------------|----------------------------|----------------------------|----------------------------|----------------------------|----------------------------|----------------------------|----------------------------|----------------------------|----------------------------|----------------------------|----------------------------|-----------------------|-----------------------|------------------|------------------|------------------|------------------|----------------------------|----------------------------|----------------------------|----------------------------|----------------------------|----------------------------|----------------------------|---------------------------|---------------------------|---------------------------|---------------------------|---------------------------|---------------------------|---------------------------|---------------------------|---------------------------|---------------------------|---------------------------|---------------------------|---------------------------|---------------------------|------------------|------------------|------------------|------------------|--------------|--------------|---------------------|--------------|--------------|-------------------|-------------------|--------------|--------------|------------------|------------------|------------------|------------------|---------------|---------------|----------------|----------------|------------------|-------------------------|-------------------------|-------------------------|----------------|----------------|----------------|----------------|--------------|--------------|--------------|--------------|---------------|---------------|------------------|--------------|--------------|--------------|--------------|--------------|--------------------|----------------|--------------------------------------|--------------------------------------|-----------------------------|-----------------------------|-------------------------------------------|-----------------|-----------------|-------------------------------|-----------------------------|-------------------------|--------------|--------------|--------------|--------------|-------------------------------|---------------------------|------------------|------------------|---------------|---------------|---------------|---------------|---------------|---------------|---------------|---------------|-------------------------|-----------------------------|-------------------------|-----------------------------|-------------------------|-----------------------------|-------------------------|-----------------------------|-------------------------|-----------------------------|-------------------------|-----------------------------|-------------------------|-----------------------------|-------------------------|-----------------------------|-------------------------|-----------------------------|-------------------------|-----------------------------|--------------|--------------|-----------------|--------------------|--------------------------------------|--------------|--------------|-------------------|---------------|---------------|----------------|---------------|--------------|------------|-------------|-------------|-------------|-------------|-------------|-------------|-------------|-------------|-------------|
This can prevent MachinePipeliner from considering some loads as barriers (isDependenceBarrier).