mirror of
https://github.com/ROCm/composable_kernel.git
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d559ec00a8
refactor(ck): mx gemm kernel unification ## Motivation CK tile currently has two separate MX GEMM kernels for gfx950 and gfx1250. This pull request refactors and modernizes the MX GEMM kernel and example to use new scale tensor handling, improved kernel argument structures, and updated pipeline and kernel APIs. The changes simplify the interface and improve type safety. JIRA ID ROCM-26313 ## Technical Details - Add support for gfx950 in MX GEMM kernel for gfx1250 and remove unused kernel - Unify comp async pipeline for GEMM and MX GEMM - Unify eight waves pipeline for GEMM and MX GEMM - Move preshuffle MX GEMM pipeline to gemm ops and remove gemm_mx ops - Unify testing framework for MX GEMM - Add gfx950 tests for grouped MX GEMM ## Test Plan - `test_mx_gemm_async.cpp` for MX GEMM on gfx950 - `test_mx_grouped_gemm_comp_async.cpp` for grouped MX GEMM on gfx950 ## Submission Checklist - [x] Look over the contributing guidelines at https://github.com/ROCm/ROCm/blob/develop/CONTRIBUTING.md#pull-requests.
111 lines
7.5 KiB
C++
111 lines
7.5 KiB
C++
// Copyright (c) Advanced Micro Devices, Inc., or its affiliates.
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// SPDX-License-Identifier: MIT
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#pragma once
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#include "ck_tile/ops/gemm/block/block_gemm_areg_bgmem_creg_v1.hpp"
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#include "ck_tile/ops/gemm/block/block_gemm_areg_bgmem_creg_v1_default_policy.hpp"
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#include "ck_tile/ops/gemm/block/block_gemm_areg_breg_creg_eight_waves_v1.hpp"
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#include "ck_tile/ops/gemm/block/block_gemm_areg_breg_creg_v1.hpp"
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#include "ck_tile/ops/gemm/block/block_gemm_areg_breg_creg_v1_custom_policy.hpp"
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#include "ck_tile/ops/gemm/block/block_gemm_areg_breg_creg_v1_default_policy.hpp"
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#include "ck_tile/ops/gemm/block/block_gemm_areg_breg_creg_v2.hpp"
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#include "ck_tile/ops/gemm/block/block_gemm_areg_breg_creg_v2_custom_policy.hpp"
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#include "ck_tile/ops/gemm/block/block_gemm_areg_bsmem_creg_one_warp_v1.hpp"
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#include "ck_tile/ops/gemm/block/block_gemm_areg_bsmem_creg_v1.hpp"
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#include "ck_tile/ops/gemm/block/block_gemm_areg_bsmem_creg_v1_custom_policy.hpp"
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#include "ck_tile/ops/gemm/block/block_gemm_areg_bsmem_creg_v1_default_policy.hpp"
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#include "ck_tile/ops/gemm/block/block_gemm_areg_bsmem_creg_v2.hpp"
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#include "ck_tile/ops/gemm/block/block_gemm_areg_bsmem_creg_v2_custom_policy.hpp"
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#include "ck_tile/ops/gemm/block/block_gemm_areg_bsmem_creg_v2_default_policy.hpp"
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#include "ck_tile/ops/gemm/block/block_gemm_areg_bsmem_creg_v2_prefetch_k.hpp"
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#include "ck_tile/ops/gemm/block/block_gemm_areg_bsmem_creg_v2_prefetch_n.hpp"
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#include "ck_tile/ops/gemm/block/block_gemm_areg_bsmem_creg_v2r1.hpp"
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#include "ck_tile/ops/gemm/block/block_gemm_areg_bsmem_trload_creg_v2_prefetch_n.hpp"
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#include "ck_tile/ops/gemm/block/block_gemm_asmem_breg_creg_v1.hpp"
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#include "ck_tile/ops/gemm/block/block_gemm_asmem_breg_creg_v1_custom_policy.hpp"
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#include "ck_tile/ops/gemm/block/block_gemm_asmem_breg_creg_v1_default_policy.hpp"
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#include "ck_tile/ops/gemm/block/block_gemm_asmem_bsmem_creg_v1.hpp"
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#include "ck_tile/ops/gemm/block/block_gemm_asmem_bsmem_creg_v1_custom_policy.hpp"
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#include "ck_tile/ops/gemm/block/block_gemm_asmem_bsmem_creg_v1_default_policy.hpp"
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#include "ck_tile/ops/gemm/block/block_gemm_mx_areg_bsmem_creg_v1.hpp"
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#include "ck_tile/ops/gemm/block/block_gemm_mx_areg_bsmem_creg_v1_custom_policy.hpp"
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#include "ck_tile/ops/gemm/block/block_gemm_problem.hpp"
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#include "ck_tile/ops/gemm/block/block_mx_asmem_breg_creg.hpp"
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#include "ck_tile/ops/gemm/block/block_universal_gemm_as_bs_cr.hpp"
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#include "ck_tile/ops/gemm/block/block_wp_asmem_breg_creg.hpp"
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#include "ck_tile/ops/gemm/block/block_wp_asmem_bsmem_creg_v1.hpp"
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#include "ck_tile/ops/gemm/block/block_wp_asmem_bsmem_creg_v1_custom_policy.hpp"
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#include "ck_tile/ops/gemm/kernel/batched_gemm_kernel.hpp"
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#include "ck_tile/ops/gemm/kernel/gemm_kernel.hpp"
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#include "ck_tile/ops/gemm/kernel/gemm_multi_abd_kernel.hpp"
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#include "ck_tile/ops/gemm/kernel/gemm_multi_d_kernel.hpp"
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#include "ck_tile/ops/gemm/kernel/gemm_tile_partitioner.hpp"
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#include "ck_tile/ops/gemm/kernel/grouped_gemm_kernel.hpp"
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#include "ck_tile/ops/gemm/kernel/mx_gemm_kernel.hpp"
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#include "ck_tile/ops/gemm/kernel/mx_grouped_gemm_kernel.hpp"
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#include "ck_tile/ops/gemm/kernel/streamk_gemm/streamk_gemm_coherency.hpp"
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#include "ck_tile/ops/gemm/kernel/streamk_gemm/streamk_gemm_kernel.hpp"
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#include "ck_tile/ops/gemm/kernel/streamk_gemm/streamk_gemm_tile_partitioner.hpp"
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#include "ck_tile/ops/gemm/kernel/streamk_gemm/streamk_gemm_tile_partitioner_impl.hpp"
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#include "ck_tile/ops/gemm/kernel/universal_gemm_kernel.hpp"
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#include "ck_tile/ops/gemm/pipeline/gemm_pipeline_ag_bg_cr_base.hpp"
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#include "ck_tile/ops/gemm/pipeline/gemm_pipeline_ag_bg_cr_comp_async.hpp"
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#include "ck_tile/ops/gemm/pipeline/gemm_pipeline_ag_bg_cr_comp_async_default_policy.hpp"
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#include "ck_tile/ops/gemm/pipeline/gemm_pipeline_ag_bg_cr_comp_async_eight_waves.hpp"
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#include "ck_tile/ops/gemm/pipeline/gemm_pipeline_ag_bg_cr_comp_async_eight_waves_policy.hpp"
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#include "ck_tile/ops/gemm/pipeline/gemm_pipeline_ag_bg_cr_comp_async_v2.hpp"
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#include "ck_tile/ops/gemm/pipeline/gemm_pipeline_ag_bg_cr_comp_tdm_default_policy.hpp"
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#include "ck_tile/ops/gemm/pipeline/gemm_pipeline_ag_bg_cr_comp_tdm_v1.hpp"
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#include "ck_tile/ops/gemm/pipeline/gemm_pipeline_ag_bg_cr_comp_tdm_v2.hpp"
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#include "ck_tile/ops/gemm/pipeline/gemm_pipeline_ag_bg_cr_comp_v3.hpp"
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#include "ck_tile/ops/gemm/pipeline/gemm_pipeline_ag_bg_cr_comp_v4.hpp"
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#include "ck_tile/ops/gemm/pipeline/gemm_pipeline_ag_bg_cr_comp_v4_default_policy.hpp"
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#include "ck_tile/ops/gemm/pipeline/gemm_pipeline_ag_bg_cr_comp_v5.hpp"
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#include "ck_tile/ops/gemm/pipeline/gemm_pipeline_ag_bg_cr_comp_v5_default_policy.hpp"
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#include "ck_tile/ops/gemm/pipeline/gemm_pipeline_ag_bg_cr_comp_v6.hpp"
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#include "ck_tile/ops/gemm/pipeline/gemm_pipeline_ag_bg_cr_comp_v6_default_policy.hpp"
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#include "ck_tile/ops/gemm/pipeline/gemm_pipeline_ag_bg_cr_default_policy.hpp"
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#include "ck_tile/ops/gemm/pipeline/gemm_pipeline_ag_bg_cr_eight_waves_base.hpp"
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#include "ck_tile/ops/gemm/pipeline/gemm_pipeline_ag_bg_cr_mem.hpp"
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#include "ck_tile/ops/gemm/pipeline/gemm_pipeline_ag_bg_cr_scheduler.hpp"
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#include "ck_tile/ops/gemm/pipeline/gemm_pipeline_ag_bg_cr_wavelet.hpp"
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#include "ck_tile/ops/gemm/pipeline/gemm_pipeline_agmem_bgmem_creg_async_v1.hpp"
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#include "ck_tile/ops/gemm/pipeline/gemm_pipeline_agmem_bgmem_creg_v1.hpp"
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#include "ck_tile/ops/gemm/pipeline/gemm_pipeline_agmem_bgmem_creg_v1_default_policy.hpp"
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#include "ck_tile/ops/gemm/pipeline/gemm_pipeline_agmem_bgmem_creg_v2.hpp"
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#include "ck_tile/ops/gemm/pipeline/gemm_pipeline_agmem_bgmem_creg_v2_default_policy.hpp"
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#include "ck_tile/ops/gemm/pipeline/gemm_pipeline_problem.hpp"
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#include "ck_tile/ops/gemm/pipeline/gemm_pipelines.hpp"
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#include "ck_tile/ops/gemm/pipeline/gemm_universal_pipeline_ag_bg_cr_policy.hpp"
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#include "ck_tile/ops/gemm/pipeline/tile_gemm_shape.hpp"
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#include "ck_tile/ops/gemm/pipeline/tile_gemm_traits.hpp"
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#include "ck_tile/ops/gemm/pipeline/wp_mx_pipeline_agmem_bgmem_creg_v1.hpp"
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#include "ck_tile/ops/gemm/pipeline/wp_mx_pipeline_agmem_bgmem_creg_v1_policy.hpp"
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#include "ck_tile/ops/gemm/pipeline/wp_pipeline_agmem_bgmem_creg_base_policy.hpp"
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#include "ck_tile/ops/gemm/pipeline/wp_pipeline_agmem_bgmem_creg_tdm.hpp"
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#include "ck_tile/ops/gemm/pipeline/wp_pipeline_agmem_bgmem_creg_tdm_policy.hpp"
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#include "ck_tile/ops/gemm/pipeline/wp_pipeline_agmem_bgmem_creg_v2.hpp"
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#include "ck_tile/ops/gemm/warp/warp_gemm.hpp"
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#include "ck_tile/ops/gemm/warp/warp_gemm_attribute_mfma.hpp"
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#include "ck_tile/ops/gemm/warp/warp_gemm_attribute_mfma_impl.hpp"
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#include "ck_tile/ops/gemm/warp/warp_gemm_attribute_smfmac.hpp"
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#include "ck_tile/ops/gemm/warp/warp_gemm_attribute_smfmac_impl.hpp"
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#include "ck_tile/ops/gemm/warp/warp_gemm_attribute_wmma.hpp"
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#include "ck_tile/ops/gemm/warp/warp_gemm_attribute_wmma_impl.hpp"
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#include "ck_tile/ops/gemm/warp/warp_gemm_attribute_wmma_impl_16bit_traits.hpp"
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#include "ck_tile/ops/gemm/warp/warp_gemm_attribute_wmma_impl_8bit_traits.hpp"
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#include "ck_tile/ops/gemm/warp/warp_gemm_attribute_wmma_impl_base_traits.hpp"
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#include "ck_tile/ops/gemm/warp/warp_gemm_attribute_wmma_impl_highprec_traits.hpp"
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#include "ck_tile/ops/gemm/warp/warp_gemm_dispatcher.hpp"
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#include "ck_tile/ops/gemm/warp/warp_gemm_dispatcher_unification.hpp"
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#include "ck_tile/ops/gemm/warp/warp_gemm_impl.hpp"
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#include "ck_tile/ops/gemm/warp/warp_gemm_params.hpp"
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#include "ck_tile/ops/gemm/warp/warp_gemm_smfmac_impl.hpp"
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#include "ck_tile/ops/gemm/warp/warp_wmma_gemm.hpp"
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#include "ck_tile/ops/gemm/warp/warp_wmma_gemm_gfx11_utils.hpp"
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#include "ck_tile/ops/common/generic_2d_block_shape.hpp"
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#include "ck_tile/ops/common/load_and_convert_tile.hpp"
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#include "ck_tile/ops/common/streamk_common.hpp"
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#include "ck_tile/ops/common/tensor_layout.hpp"
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#include "ck_tile/ops/common/utils.hpp"
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