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Merge branch 'vpietila/ck-vs-ck-tile-conv-benchmarking' of github.com:ROCm/composable_kernel into vpietila/ck-vs-ck-tile-conv-benchmarking

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Ville Pietilä
2025-10-22 13:16:58 +00:00
parent 05b27bbf95 fbbadd4315
commit df5d804f47
3 changed files with 50 additions and 29 deletions
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32
library/include/ck_tile/library/tensor_operation_instance/gpu/tile_grouped_conv_bwd_weight_bf16_instances.hpp
View File

@@ -32,17 +32,15 @@ using tile_grouped_conv_bwd_weight_bf16_instances = std::tuple<
//#####################################| Num| InLayout| WeiLayout| OutLayout| InData| WeiData| OutData| In| Wei| Out| K-block| M-tile| N-tile | K-tile | M-warp| N-warp| K-warp| M-warp| N-warp| K-warp| Vector| Vector| Vector| Double| GEMM|
//#####################################| Dim| | | | Type| Type| Type| Elementwise| Elementwise| Elementwise| per| | | | | | | tile| tile| tile| size| size| size| smem| pipeline|
//#####################################| Spatial| | | | | | | Operation| Operation| Operation| CU| | | | | | | size| size| size| A| B| C| buffer| version|
#if defined(__gfx950__)
GroupedConvolutionBackwardWeightInvoker<NDimSpatial, ALayout, BLayout, ELayout, BF16, BF16, BF16, PassThrough, PassThrough, PassThrough, 2, 64, 64, 64, 2, 2, 1, 32, 32, 16, 2, 4, 2, false, CK_TILE_PIPELINE_COMPUTE_V3>,
GroupedConvolutionBackwardWeightInvoker<NDimSpatial, ALayout, BLayout, ELayout, BF16, BF16, BF16, PassThrough, PassThrough, PassThrough, 2, 64, 64, 64, 2, 2, 1, 32, 32, 8, 2, 4, 2, false, CK_TILE_PIPELINE_COMPUTE_V3>,
GroupedConvolutionBackwardWeightInvoker<NDimSpatial, ALayout, BLayout, ELayout, BF16, BF16, BF16, PassThrough, PassThrough, PassThrough, 2, 64, 64, 64, 2, 2, 1, 16, 16, 32, 2, 4, 2, false, CK_TILE_PIPELINE_COMPUTE_V3>,
GroupedConvolutionBackwardWeightInvoker<NDimSpatial, ALayout, BLayout, ELayout, BF16, BF16, BF16, PassThrough, PassThrough, PassThrough, 2, 64, 64, 64, 2, 2, 1, 16, 16, 32, 4, 4, 4, false, CK_TILE_PIPELINE_COMPUTE_V3>,
GroupedConvolutionBackwardWeightInvoker<NDimSpatial, ALayout, BLayout, ELayout, BF16, BF16, BF16, PassThrough, PassThrough, PassThrough, 2, 64, 64, 64, 2, 2, 1, 16, 16, 32, 8, 8, 8, false, CK_TILE_PIPELINE_COMPUTE_V3>,
GroupedConvolutionBackwardWeightInvoker<NDimSpatial, ALayout, BLayout, ELayout, BF16, BF16, BF16, PassThrough, PassThrough, PassThrough, 1, 64, 64, 64, 1, 1, 1, 32, 32, 8, 2, 2, 2, false, CK_TILE_PIPELINE_COMPUTE_V3>,
GroupedConvolutionBackwardWeightInvoker<NDimSpatial, ALayout, BLayout, ELayout, BF16, BF16, BF16, PassThrough, PassThrough, PassThrough, 1, 64, 64, 64, 1, 1, 1, 32, 32, 16, 2, 2, 2, false, CK_TILE_PIPELINE_COMPUTE_V3>,
GroupedConvolutionBackwardWeightInvoker<NDimSpatial, ALayout, BLayout, ELayout, BF16, BF16, BF16, PassThrough, PassThrough, PassThrough, 1, 64, 64, 64, 1, 1, 1, 16, 16, 32, 2, 2, 2, false, CK_TILE_PIPELINE_COMPUTE_V3>,
GroupedConvolutionBackwardWeightInvoker<NDimSpatial, ALayout, BLayout, ELayout, BF16, BF16, BF16, PassThrough, PassThrough, PassThrough, 1, 16, 16, 64, 1, 1, 1, 16, 16, 32, 8, 8, 2, false, CK_TILE_PIPELINE_COMPUTE_V3>,
GroupedConvolutionBackwardWeightInvoker<NDimSpatial, ALayout, BLayout, ELayout, BF16, BF16, BF16, PassThrough, PassThrough, PassThrough, 2, 16, 16, 64, 1, 1, 1, 16, 16, 32, 8, 8, 2, false, CK_TILE_PIPELINE_COMPUTE_V3>,
GroupedConvolutionBackwardWeightInvoker<NDimSpatial, ALayout, BLayout, ELayout, BF16, BF16, BF16, PassThrough, PassThrough, PassThrough, 1, 16, 16, 64, 1, 1, 1, 16, 16, 32, 4, 4, 2, false, CK_TILE_PIPELINE_COMPUTE_V3>,
GroupedConvolutionBackwardWeightInvoker<NDimSpatial, ALayout, BLayout, ELayout, BF16, BF16, BF16, PassThrough, PassThrough, PassThrough, 2, 16, 16, 64, 1, 1, 1, 16, 16, 32, 4, 4, 2, false, CK_TILE_PIPELINE_COMPUTE_V3>,
GroupedConvolutionBackwardWeightInvoker<NDimSpatial, ALayout, BLayout, ELayout, BF16, BF16, BF16, PassThrough, PassThrough, PassThrough, 1, 16, 16, 64, 1, 1, 1, 16, 16, 32, 4, 4, 4, false, CK_TILE_PIPELINE_COMPUTE_V3>,
@@ -52,17 +50,37 @@ using tile_grouped_conv_bwd_weight_bf16_instances = std::tuple<
GroupedConvolutionBackwardWeightInvoker<NDimSpatial, ALayout, BLayout, ELayout, BF16, BF16, BF16, PassThrough, PassThrough, PassThrough, 2, 64, 64, 64, 2, 2, 1, 32, 32, 8, 2, 4, 2, true, CK_TILE_PIPELINE_COMPUTE_V4>,
GroupedConvolutionBackwardWeightInvoker<NDimSpatial, ALayout, BLayout, ELayout, BF16, BF16, BF16, PassThrough, PassThrough, PassThrough, 2, 64, 64, 64, 2, 2, 1, 16, 16, 32, 2, 4, 2, true, CK_TILE_PIPELINE_COMPUTE_V4>,
GroupedConvolutionBackwardWeightInvoker<NDimSpatial, ALayout, BLayout, ELayout, BF16, BF16, BF16, PassThrough, PassThrough, PassThrough, 2, 64, 64, 64, 2, 2, 1, 16, 16, 32, 4, 4, 4, true, CK_TILE_PIPELINE_COMPUTE_V4>,
GroupedConvolutionBackwardWeightInvoker<NDimSpatial, ALayout, BLayout, ELayout, BF16, BF16, BF16, PassThrough, PassThrough, PassThrough, 2, 64, 64, 64, 2, 2, 1, 16, 16, 32, 8, 8, 8, true, CK_TILE_PIPELINE_COMPUTE_V4>,
GroupedConvolutionBackwardWeightInvoker<NDimSpatial, ALayout, BLayout, ELayout, BF16, BF16, BF16, PassThrough, PassThrough, PassThrough, 1, 64, 64, 64, 1, 1, 1, 32, 32, 8, 2, 2, 2, true, CK_TILE_PIPELINE_COMPUTE_V4>,
GroupedConvolutionBackwardWeightInvoker<NDimSpatial, ALayout, BLayout, ELayout, BF16, BF16, BF16, PassThrough, PassThrough, PassThrough, 1, 64, 64, 64, 1, 1, 1, 32, 32, 16, 2, 2, 2, true, CK_TILE_PIPELINE_COMPUTE_V4>,
GroupedConvolutionBackwardWeightInvoker<NDimSpatial, ALayout, BLayout, ELayout, BF16, BF16, BF16, PassThrough, PassThrough, PassThrough, 1, 64, 64, 64, 1, 1, 1, 16, 16, 32, 2, 2, 2, true, CK_TILE_PIPELINE_COMPUTE_V4>,
GroupedConvolutionBackwardWeightInvoker<NDimSpatial, ALayout, BLayout, ELayout, BF16, BF16, BF16, PassThrough, PassThrough, PassThrough, 1, 16, 16, 64, 1, 1, 1, 16, 16, 32, 8, 8, 2, true, CK_TILE_PIPELINE_COMPUTE_V4>,
GroupedConvolutionBackwardWeightInvoker<NDimSpatial, ALayout, BLayout, ELayout, BF16, BF16, BF16, PassThrough, PassThrough, PassThrough, 2, 16, 16, 64, 1, 1, 1, 16, 16, 32, 8, 8, 2, true, CK_TILE_PIPELINE_COMPUTE_V4>,
GroupedConvolutionBackwardWeightInvoker<NDimSpatial, ALayout, BLayout, ELayout, BF16, BF16, BF16, PassThrough, PassThrough, PassThrough, 1, 16, 16, 64, 1, 1, 1, 16, 16, 32, 4, 4, 2, true, CK_TILE_PIPELINE_COMPUTE_V4>,
GroupedConvolutionBackwardWeightInvoker<NDimSpatial, ALayout, BLayout, ELayout, BF16, BF16, BF16, PassThrough, PassThrough, PassThrough, 2, 16, 16, 64, 1, 1, 1, 16, 16, 32, 4, 4, 2, true, CK_TILE_PIPELINE_COMPUTE_V4>,
GroupedConvolutionBackwardWeightInvoker<NDimSpatial, ALayout, BLayout, ELayout, BF16, BF16, BF16, PassThrough, PassThrough, PassThrough, 1, 16, 16, 64, 1, 1, 1, 16, 16, 32, 4, 4, 4, true, CK_TILE_PIPELINE_COMPUTE_V4>,
GroupedConvolutionBackwardWeightInvoker<NDimSpatial, ALayout, BLayout, ELayout, BF16, BF16, BF16, PassThrough, PassThrough, PassThrough, 2, 16, 16, 64, 1, 1, 1, 16, 16, 32, 2, 2, 2, true, CK_TILE_PIPELINE_COMPUTE_V4>
GroupedConvolutionBackwardWeightInvoker<NDimSpatial, ALayout, BLayout, ELayout, BF16, BF16, BF16, PassThrough, PassThrough, PassThrough, 2, 16, 16, 64, 1, 1, 1, 16, 16, 32, 2, 2, 2, true, CK_TILE_PIPELINE_COMPUTE_V4>,
#endif
GroupedConvolutionBackwardWeightInvoker<NDimSpatial, ALayout, BLayout, ELayout, BF16, BF16, BF16, PassThrough, PassThrough, PassThrough, 1, 64, 64, 64, 2, 2, 1, 32, 32, 16, 8, 8, 8, false, CK_TILE_PIPELINE_COMPUTE_V3>,
GroupedConvolutionBackwardWeightInvoker<NDimSpatial, ALayout, BLayout, ELayout, BF16, BF16, BF16, PassThrough, PassThrough, PassThrough, 2, 64, 64, 64, 2, 2, 1, 32, 32, 16, 8, 8, 8, false, CK_TILE_PIPELINE_COMPUTE_V3>,
GroupedConvolutionBackwardWeightInvoker<NDimSpatial, ALayout, BLayout, ELayout, BF16, BF16, BF16, PassThrough, PassThrough, PassThrough, 1, 64, 64, 64, 1, 1, 1, 32, 32, 16, 8, 8, 8, false, CK_TILE_PIPELINE_COMPUTE_V3>,
GroupedConvolutionBackwardWeightInvoker<NDimSpatial, ALayout, BLayout, ELayout, BF16, BF16, BF16, PassThrough, PassThrough, PassThrough, 2, 64, 64, 64, 1, 1, 1, 32, 32, 16, 8, 8, 8, false, CK_TILE_PIPELINE_COMPUTE_V3>,
GroupedConvolutionBackwardWeightInvoker<NDimSpatial, ALayout, BLayout, ELayout, BF16, BF16, BF16, PassThrough, PassThrough, PassThrough, 1, 16, 16, 64, 1, 1, 1, 16, 16, 32, 8, 8, 2, false, CK_TILE_PIPELINE_COMPUTE_V3>,
GroupedConvolutionBackwardWeightInvoker<NDimSpatial, ALayout, BLayout, ELayout, BF16, BF16, BF16, PassThrough, PassThrough, PassThrough, 2, 16, 16, 64, 1, 1, 1, 16, 16, 32, 8, 8, 2, false, CK_TILE_PIPELINE_COMPUTE_V3>,
GroupedConvolutionBackwardWeightInvoker<NDimSpatial, ALayout, BLayout, ELayout, BF16, BF16, BF16, PassThrough, PassThrough, PassThrough, 2, 64, 64, 64, 2, 2, 1, 16, 16, 32, 8, 8, 8, false, CK_TILE_PIPELINE_COMPUTE_V3>,
GroupedConvolutionBackwardWeightInvoker<NDimSpatial, ALayout, BLayout, ELayout, BF16, BF16, BF16, PassThrough, PassThrough, PassThrough, 1, 16, 16, 64, 1, 1, 1, 16, 16, 32, 8, 8, 4, false, CK_TILE_PIPELINE_COMPUTE_V3>,
GroupedConvolutionBackwardWeightInvoker<NDimSpatial, ALayout, BLayout, ELayout, BF16, BF16, BF16, PassThrough, PassThrough, PassThrough, 2, 16, 16, 64, 1, 1, 1, 16, 16, 32, 8, 8, 4, false, CK_TILE_PIPELINE_COMPUTE_V3>,
GroupedConvolutionBackwardWeightInvoker<NDimSpatial, ALayout, BLayout, ELayout, BF16, BF16, BF16, PassThrough, PassThrough, PassThrough, 1, 32, 32, 64, 1, 1, 1, 16, 16, 32, 8, 8, 4, false, CK_TILE_PIPELINE_COMPUTE_V3>,
GroupedConvolutionBackwardWeightInvoker<NDimSpatial, ALayout, BLayout, ELayout, BF16, BF16, BF16, PassThrough, PassThrough, PassThrough, 2, 32, 32, 64, 1, 1, 1, 16, 16, 32, 8, 8, 4, false, CK_TILE_PIPELINE_COMPUTE_V3>,
GroupedConvolutionBackwardWeightInvoker<NDimSpatial, ALayout, BLayout, ELayout, BF16, BF16, BF16, PassThrough, PassThrough, PassThrough, 1, 16, 16, 64, 1, 1, 1, 16, 16, 32, 8, 8, 2, true, CK_TILE_PIPELINE_COMPUTE_V4>,
GroupedConvolutionBackwardWeightInvoker<NDimSpatial, ALayout, BLayout, ELayout, BF16, BF16, BF16, PassThrough, PassThrough, PassThrough, 2, 16, 16, 64, 1, 1, 1, 16, 16, 32, 8, 8, 2, true, CK_TILE_PIPELINE_COMPUTE_V4>,
GroupedConvolutionBackwardWeightInvoker<NDimSpatial, ALayout, BLayout, ELayout, BF16, BF16, BF16, PassThrough, PassThrough, PassThrough, 2, 64, 64, 64, 2, 2, 1, 16, 16, 32, 8, 8, 8, true, CK_TILE_PIPELINE_COMPUTE_V4>,
GroupedConvolutionBackwardWeightInvoker<NDimSpatial, ALayout, BLayout, ELayout, BF16, BF16, BF16, PassThrough, PassThrough, PassThrough, 1, 16, 16, 64, 1, 1, 1, 16, 16, 32, 8, 8, 4, true, CK_TILE_PIPELINE_COMPUTE_V4>,
GroupedConvolutionBackwardWeightInvoker<NDimSpatial, ALayout, BLayout, ELayout, BF16, BF16, BF16, PassThrough, PassThrough, PassThrough, 2, 16, 16, 64, 1, 1, 1, 16, 16, 32, 8, 8, 4, true, CK_TILE_PIPELINE_COMPUTE_V4>,
GroupedConvolutionBackwardWeightInvoker<NDimSpatial, ALayout, BLayout, ELayout, BF16, BF16, BF16, PassThrough, PassThrough, PassThrough, 1, 32, 32, 64, 1, 1, 1, 16, 16, 32, 8, 8, 4, true, CK_TILE_PIPELINE_COMPUTE_V4>,
GroupedConvolutionBackwardWeightInvoker<NDimSpatial, ALayout, BLayout, ELayout, BF16, BF16, BF16, PassThrough, PassThrough, PassThrough, 2, 32, 32, 64, 1, 1, 1, 16, 16, 32, 8, 8, 4, true, CK_TILE_PIPELINE_COMPUTE_V4>
// clang-format on
>;

32
library/include/ck_tile/library/tensor_operation_instance/gpu/tile_grouped_conv_bwd_weight_fp16_instances.hpp
View File

@@ -32,17 +32,15 @@ using tile_grouped_conv_bwd_weight_f16_instances = std::tuple<
//#####################################| Num| InLayout| WeiLayout| OutLayout| InData| WeiData| OutData| In| Wei| Out| K-block| M-tile| N-tile | K-tile | M-warp| N-warp| K-warp| M-warp| N-warp| K-warp| Vector| Vector| Vector| Double| GEMM|
//#####################################| Dim| | | | Type| Type| Type| Elementwise| Elementwise| Elementwise| per| | | | | | | tile| tile| tile| size| size| size| smem| pipeline|
//#####################################| Spatial| | | | | | | Operation| Operation| Operation| CU| | | | | | | size| size| size| A| B| C| buffer| version|
#if defined(__gfx950__)
GroupedConvolutionBackwardWeightInvoker<NDimSpatial, ALayout, BLayout, ELayout, F16, F16, F16, PassThrough, PassThrough, PassThrough, 2, 64, 64, 64, 2, 2, 1, 32, 32, 16, 2, 4, 2, false, CK_TILE_PIPELINE_COMPUTE_V3>,
GroupedConvolutionBackwardWeightInvoker<NDimSpatial, ALayout, BLayout, ELayout, F16, F16, F16, PassThrough, PassThrough, PassThrough, 2, 64, 64, 64, 2, 2, 1, 32, 32, 8, 2, 4, 2, false, CK_TILE_PIPELINE_COMPUTE_V3>,
GroupedConvolutionBackwardWeightInvoker<NDimSpatial, ALayout, BLayout, ELayout, F16, F16, F16, PassThrough, PassThrough, PassThrough, 2, 64, 64, 64, 2, 2, 1, 16, 16, 32, 2, 4, 2, false, CK_TILE_PIPELINE_COMPUTE_V3>,
GroupedConvolutionBackwardWeightInvoker<NDimSpatial, ALayout, BLayout, ELayout, F16, F16, F16, PassThrough, PassThrough, PassThrough, 2, 64, 64, 64, 2, 2, 1, 16, 16, 32, 4, 4, 4, false, CK_TILE_PIPELINE_COMPUTE_V3>,
GroupedConvolutionBackwardWeightInvoker<NDimSpatial, ALayout, BLayout, ELayout, F16, F16, F16, PassThrough, PassThrough, PassThrough, 2, 64, 64, 64, 2, 2, 1, 16, 16, 32, 8, 8, 8, false, CK_TILE_PIPELINE_COMPUTE_V3>,
GroupedConvolutionBackwardWeightInvoker<NDimSpatial, ALayout, BLayout, ELayout, F16, F16, F16, PassThrough, PassThrough, PassThrough, 1, 64, 64, 64, 1, 1, 1, 32, 32, 8, 2, 2, 2, false, CK_TILE_PIPELINE_COMPUTE_V3>,
GroupedConvolutionBackwardWeightInvoker<NDimSpatial, ALayout, BLayout, ELayout, F16, F16, F16, PassThrough, PassThrough, PassThrough, 1, 64, 64, 64, 1, 1, 1, 32, 32, 16, 2, 2, 2, false, CK_TILE_PIPELINE_COMPUTE_V3>,
GroupedConvolutionBackwardWeightInvoker<NDimSpatial, ALayout, BLayout, ELayout, F16, F16, F16, PassThrough, PassThrough, PassThrough, 1, 64, 64, 64, 1, 1, 1, 16, 16, 32, 2, 2, 2, false, CK_TILE_PIPELINE_COMPUTE_V3>,
GroupedConvolutionBackwardWeightInvoker<NDimSpatial, ALayout, BLayout, ELayout, F16, F16, F16, PassThrough, PassThrough, PassThrough, 1, 16, 16, 64, 1, 1, 1, 16, 16, 32, 8, 8, 2, false, CK_TILE_PIPELINE_COMPUTE_V3>,
GroupedConvolutionBackwardWeightInvoker<NDimSpatial, ALayout, BLayout, ELayout, F16, F16, F16, PassThrough, PassThrough, PassThrough, 2, 16, 16, 64, 1, 1, 1, 16, 16, 32, 8, 8, 2, false, CK_TILE_PIPELINE_COMPUTE_V3>,
GroupedConvolutionBackwardWeightInvoker<NDimSpatial, ALayout, BLayout, ELayout, F16, F16, F16, PassThrough, PassThrough, PassThrough, 1, 16, 16, 64, 1, 1, 1, 16, 16, 32, 4, 4, 2, false, CK_TILE_PIPELINE_COMPUTE_V3>,
GroupedConvolutionBackwardWeightInvoker<NDimSpatial, ALayout, BLayout, ELayout, F16, F16, F16, PassThrough, PassThrough, PassThrough, 2, 16, 16, 64, 1, 1, 1, 16, 16, 32, 4, 4, 2, false, CK_TILE_PIPELINE_COMPUTE_V3>,
GroupedConvolutionBackwardWeightInvoker<NDimSpatial, ALayout, BLayout, ELayout, F16, F16, F16, PassThrough, PassThrough, PassThrough, 1, 16, 16, 64, 1, 1, 1, 16, 16, 32, 4, 4, 4, false, CK_TILE_PIPELINE_COMPUTE_V3>,
@@ -52,17 +50,37 @@ using tile_grouped_conv_bwd_weight_f16_instances = std::tuple<
GroupedConvolutionBackwardWeightInvoker<NDimSpatial, ALayout, BLayout, ELayout, F16, F16, F16, PassThrough, PassThrough, PassThrough, 2, 64, 64, 64, 2, 2, 1, 32, 32, 8, 2, 4, 2, true, CK_TILE_PIPELINE_COMPUTE_V4>,
GroupedConvolutionBackwardWeightInvoker<NDimSpatial, ALayout, BLayout, ELayout, F16, F16, F16, PassThrough, PassThrough, PassThrough, 2, 64, 64, 64, 2, 2, 1, 16, 16, 32, 2, 4, 2, true, CK_TILE_PIPELINE_COMPUTE_V4>,
GroupedConvolutionBackwardWeightInvoker<NDimSpatial, ALayout, BLayout, ELayout, F16, F16, F16, PassThrough, PassThrough, PassThrough, 2, 64, 64, 64, 2, 2, 1, 16, 16, 32, 4, 4, 4, true, CK_TILE_PIPELINE_COMPUTE_V4>,
GroupedConvolutionBackwardWeightInvoker<NDimSpatial, ALayout, BLayout, ELayout, F16, F16, F16, PassThrough, PassThrough, PassThrough, 2, 64, 64, 64, 2, 2, 1, 16, 16, 32, 8, 8, 8, true, CK_TILE_PIPELINE_COMPUTE_V4>,
GroupedConvolutionBackwardWeightInvoker<NDimSpatial, ALayout, BLayout, ELayout, F16, F16, F16, PassThrough, PassThrough, PassThrough, 1, 64, 64, 64, 1, 1, 1, 32, 32, 8, 2, 2, 2, true, CK_TILE_PIPELINE_COMPUTE_V4>,
GroupedConvolutionBackwardWeightInvoker<NDimSpatial, ALayout, BLayout, ELayout, F16, F16, F16, PassThrough, PassThrough, PassThrough, 1, 64, 64, 64, 1, 1, 1, 32, 32, 16, 2, 2, 2, true, CK_TILE_PIPELINE_COMPUTE_V4>,
GroupedConvolutionBackwardWeightInvoker<NDimSpatial, ALayout, BLayout, ELayout, F16, F16, F16, PassThrough, PassThrough, PassThrough, 1, 64, 64, 64, 1, 1, 1, 16, 16, 32, 2, 2, 2, true, CK_TILE_PIPELINE_COMPUTE_V4>,
GroupedConvolutionBackwardWeightInvoker<NDimSpatial, ALayout, BLayout, ELayout, F16, F16, F16, PassThrough, PassThrough, PassThrough, 1, 16, 16, 64, 1, 1, 1, 16, 16, 32, 8, 8, 2, true, CK_TILE_PIPELINE_COMPUTE_V4>,
GroupedConvolutionBackwardWeightInvoker<NDimSpatial, ALayout, BLayout, ELayout, F16, F16, F16, PassThrough, PassThrough, PassThrough, 2, 16, 16, 64, 1, 1, 1, 16, 16, 32, 8, 8, 2, true, CK_TILE_PIPELINE_COMPUTE_V4>,
GroupedConvolutionBackwardWeightInvoker<NDimSpatial, ALayout, BLayout, ELayout, F16, F16, F16, PassThrough, PassThrough, PassThrough, 1, 16, 16, 64, 1, 1, 1, 16, 16, 32, 4, 4, 2, true, CK_TILE_PIPELINE_COMPUTE_V4>,
GroupedConvolutionBackwardWeightInvoker<NDimSpatial, ALayout, BLayout, ELayout, F16, F16, F16, PassThrough, PassThrough, PassThrough, 2, 16, 16, 64, 1, 1, 1, 16, 16, 32, 4, 4, 2, true, CK_TILE_PIPELINE_COMPUTE_V4>,
GroupedConvolutionBackwardWeightInvoker<NDimSpatial, ALayout, BLayout, ELayout, F16, F16, F16, PassThrough, PassThrough, PassThrough, 1, 16, 16, 64, 1, 1, 1, 16, 16, 32, 4, 4, 4, true, CK_TILE_PIPELINE_COMPUTE_V4>,
GroupedConvolutionBackwardWeightInvoker<NDimSpatial, ALayout, BLayout, ELayout, F16, F16, F16, PassThrough, PassThrough, PassThrough, 2, 16, 16, 64, 1, 1, 1, 16, 16, 32, 4, 4, 4, true, CK_TILE_PIPELINE_COMPUTE_V4>
GroupedConvolutionBackwardWeightInvoker<NDimSpatial, ALayout, BLayout, ELayout, F16, F16, F16, PassThrough, PassThrough, PassThrough, 2, 16, 16, 64, 1, 1, 1, 16, 16, 32, 4, 4, 4, true, CK_TILE_PIPELINE_COMPUTE_V4>,
#endif
GroupedConvolutionBackwardWeightInvoker<NDimSpatial, ALayout, BLayout, ELayout, F16, F16, F16, PassThrough, PassThrough, PassThrough, 1, 64, 64, 64, 2, 2, 1, 32, 32, 16, 8, 8, 8, false, CK_TILE_PIPELINE_COMPUTE_V3>,
GroupedConvolutionBackwardWeightInvoker<NDimSpatial, ALayout, BLayout, ELayout, F16, F16, F16, PassThrough, PassThrough, PassThrough, 2, 64, 64, 64, 2, 2, 1, 32, 32, 16, 8, 8, 8, false, CK_TILE_PIPELINE_COMPUTE_V3>,
GroupedConvolutionBackwardWeightInvoker<NDimSpatial, ALayout, BLayout, ELayout, F16, F16, F16, PassThrough, PassThrough, PassThrough, 1, 64, 64, 64, 1, 1, 1, 32, 32, 16, 8, 8, 8, false, CK_TILE_PIPELINE_COMPUTE_V3>,
GroupedConvolutionBackwardWeightInvoker<NDimSpatial, ALayout, BLayout, ELayout, F16, F16, F16, PassThrough, PassThrough, PassThrough, 2, 64, 64, 64, 1, 1, 1, 32, 32, 16, 8, 8, 8, false, CK_TILE_PIPELINE_COMPUTE_V3>,
GroupedConvolutionBackwardWeightInvoker<NDimSpatial, ALayout, BLayout, ELayout, F16, F16, F16, PassThrough, PassThrough, PassThrough, 1, 16, 16, 64, 1, 1, 1, 16, 16, 32, 8, 8, 2, false, CK_TILE_PIPELINE_COMPUTE_V3>,
GroupedConvolutionBackwardWeightInvoker<NDimSpatial, ALayout, BLayout, ELayout, F16, F16, F16, PassThrough, PassThrough, PassThrough, 2, 16, 16, 64, 1, 1, 1, 16, 16, 32, 8, 8, 2, false, CK_TILE_PIPELINE_COMPUTE_V3>,
GroupedConvolutionBackwardWeightInvoker<NDimSpatial, ALayout, BLayout, ELayout, F16, F16, F16, PassThrough, PassThrough, PassThrough, 2, 64, 64, 64, 2, 2, 1, 16, 16, 32, 8, 8, 8, false, CK_TILE_PIPELINE_COMPUTE_V3>,
GroupedConvolutionBackwardWeightInvoker<NDimSpatial, ALayout, BLayout, ELayout, F16, F16, F16, PassThrough, PassThrough, PassThrough, 1, 16, 16, 64, 1, 1, 1, 16, 16, 32, 8, 8, 4, false, CK_TILE_PIPELINE_COMPUTE_V3>,
GroupedConvolutionBackwardWeightInvoker<NDimSpatial, ALayout, BLayout, ELayout, F16, F16, F16, PassThrough, PassThrough, PassThrough, 2, 16, 16, 64, 1, 1, 1, 16, 16, 32, 8, 8, 4, false, CK_TILE_PIPELINE_COMPUTE_V3>,
GroupedConvolutionBackwardWeightInvoker<NDimSpatial, ALayout, BLayout, ELayout, F16, F16, F16, PassThrough, PassThrough, PassThrough, 1, 32, 32, 64, 1, 1, 1, 16, 16, 32, 8, 8, 4, false, CK_TILE_PIPELINE_COMPUTE_V3>,
GroupedConvolutionBackwardWeightInvoker<NDimSpatial, ALayout, BLayout, ELayout, F16, F16, F16, PassThrough, PassThrough, PassThrough, 2, 32, 32, 64, 1, 1, 1, 16, 16, 32, 8, 8, 4, false, CK_TILE_PIPELINE_COMPUTE_V3>,
GroupedConvolutionBackwardWeightInvoker<NDimSpatial, ALayout, BLayout, ELayout, F16, F16, F16, PassThrough, PassThrough, PassThrough, 1, 16, 16, 64, 1, 1, 1, 16, 16, 32, 8, 8, 2, true, CK_TILE_PIPELINE_COMPUTE_V4>,
GroupedConvolutionBackwardWeightInvoker<NDimSpatial, ALayout, BLayout, ELayout, F16, F16, F16, PassThrough, PassThrough, PassThrough, 2, 16, 16, 64, 1, 1, 1, 16, 16, 32, 8, 8, 2, true, CK_TILE_PIPELINE_COMPUTE_V4>,
GroupedConvolutionBackwardWeightInvoker<NDimSpatial, ALayout, BLayout, ELayout, F16, F16, F16, PassThrough, PassThrough, PassThrough, 2, 64, 64, 64, 2, 2, 1, 16, 16, 32, 8, 8, 8, true, CK_TILE_PIPELINE_COMPUTE_V4>,
GroupedConvolutionBackwardWeightInvoker<NDimSpatial, ALayout, BLayout, ELayout, F16, F16, F16, PassThrough, PassThrough, PassThrough, 1, 16, 16, 64, 1, 1, 1, 16, 16, 32, 8, 8, 4, true, CK_TILE_PIPELINE_COMPUTE_V4>,
GroupedConvolutionBackwardWeightInvoker<NDimSpatial, ALayout, BLayout, ELayout, F16, F16, F16, PassThrough, PassThrough, PassThrough, 2, 16, 16, 64, 1, 1, 1, 16, 16, 32, 8, 8, 4, true, CK_TILE_PIPELINE_COMPUTE_V4>,
GroupedConvolutionBackwardWeightInvoker<NDimSpatial, ALayout, BLayout, ELayout, F16, F16, F16, PassThrough, PassThrough, PassThrough, 1, 32, 32, 64, 1, 1, 1, 16, 16, 32, 8, 8, 4, true, CK_TILE_PIPELINE_COMPUTE_V4>,
GroupedConvolutionBackwardWeightInvoker<NDimSpatial, ALayout, BLayout, ELayout, F16, F16, F16, PassThrough, PassThrough, PassThrough, 2, 32, 32, 64, 1, 1, 1, 16, 16, 32, 8, 8, 4, true, CK_TILE_PIPELINE_COMPUTE_V4>
// clang-format on
>;

15
profiler/ck_tile/src/tile_profile_grouped_conv_bwd_weight.cpp
View File

@@ -115,9 +115,6 @@ int tile_profile_grouped_conv_bwd_weight(int argc, char* argv[])
using BF16 = ck_tile::bfloat16_t;
using F8 = ck_tile::fp8_t;
using BF8 = ck_tile::bf8_t;
#if defined(__gfx942__)
using TF32 = ck::tf32_t;
#endif
using NHWGC = ck_tile::tensor_layout::convolution::NHWGC;
using NDHWGC = ck_tile::tensor_layout::convolution::NDHWGC;
@@ -186,12 +183,6 @@ int tile_profile_grouped_conv_bwd_weight(int argc, char* argv[])
{
return profile(I2, NHWGC{}, GKYXC{}, NHWGK{}, BF16{}, BF16{}, BF16{}, BF16{}, BF16{});
}
else if(data_type == ConvDataType::F32_F32_F32_TF32)
{
#if defined(__gfx942__)
return profile(I2, NHWGC{}, GKYXC{}, NHWGK{}, F32{}, F32{}, F32{}, TF32{}, TF32{});
#endif
}
}
if(num_dim_spatial == 3 && layout == ConvLayout::NHWGC_GKYXC_NHWGK)
@@ -223,12 +214,6 @@ int tile_profile_grouped_conv_bwd_weight(int argc, char* argv[])
return profile(
I3, NDHWGC{}, GKZYXC{}, NDHWGK{}, int8_t{}, int8_t{}, int8_t{}, int8_t{}, int8_t{});
}
else if(data_type == ConvDataType::F32_F32_F32_TF32)
{
#if defined(__gfx942__)
return profile(I3, NDHWGC{}, GKZYXC{}, NDHWGK{}, F32{}, F32{}, F32{}, TF32{}, TF32{});
#endif
}
}
std::cout << "this data_type & layout is not implemented" << std::endl;