mirror of
https://github.com/ROCm/composable_kernel.git
synced 2026-05-15 02:27:57 +00:00
WMMA support for GEMM reduce (#2823)
Added gemm + reduce instance library for RDNA4. This includes:
- New device implementation running GEMM and reduction kernel
- instances for wmma (xdl parity)
- examples for wmma (xdl parity)
- tests for existing xdl and wmma
[ROCm/composable_kernel commit: b25d4d684a]
This commit is contained in:
Wojciech Laskowski
committed by
GitHub
GitHub
parent
8c0cdebe63
commit
f2edb06bb0
@@ -1,5 +1,5 @@
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// SPDX-License-Identifier: MIT
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// Copyright (c) 2018-2024, Advanced Micro Devices, Inc. All rights reserved.
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// Copyright (c) 2018-2025, Advanced Micro Devices, Inc. All rights reserved.
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#pragma once
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@@ -8,6 +8,7 @@
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#include "ck/ck.hpp"
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#include "ck/tensor_operation/gpu/device/tensor_layout.hpp"
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#include "ck/tensor_operation/gpu/device/impl/device_gemm_xdl_cshuffle_v3r1.hpp"
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#include "ck/tensor_operation/gpu/device/impl/device_gemm_wmma_cshuffle_v3r1.hpp"
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#include "ck/tensor_operation/gpu/element/element_wise_operation.hpp"
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#include "ck/library/tensor_operation_instance/device_operation_instance_factory.hpp"
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@@ -20,6 +21,7 @@ namespace instance {
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using DsLayout = ck::Tuple<>;
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using DsDataType = ck::Tuple<>;
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#ifdef CK_USE_XDL
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#ifdef CK_ENABLE_FP16
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void add_device_gemm_xdl_universal_reduce_f16_f16_f16_mk_kn_mn_comp_default_instances(
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std::vector<std::unique_ptr<DeviceGemmV2R1<Row,
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@@ -326,7 +328,54 @@ void add_device_gemm_xdl_universal_reduce_bf16_bf16_bf16_mk_kn_mn_mem_v2_mnkpadd
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PassThrough,
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PassThrough,
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PassThrough>>>& instances);
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#endif
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#endif
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#ifdef CK_USE_WMMA
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#if defined(CK_ENABLE_FP16)
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void add_device_gemm_wmma_universal_reduce_f16_f16_f16_mk_kn_mn_comp_default_instances(
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std::vector<std::unique_ptr<DeviceGemmV2R1<Row,
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Row,
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DsLayout,
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Row,
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F16,
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F16,
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DsDataType,
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F16,
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PassThrough,
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PassThrough,
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PassThrough>>>& instances);
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#endif
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#if(defined(CK_ENABLE_BF16) || defined(CK_ENABLE_INT8))
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void add_device_gemm_wmma_universal_reduce_bf16_i8_bf16_mk_kn_mn_comp_default_instances(
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std::vector<std::unique_ptr<DeviceGemmV2R1<Row,
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Row,
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DsLayout,
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Row,
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BF16,
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I8,
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DsDataType,
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BF16,
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PassThrough,
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PassThrough,
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PassThrough>>>& instances);
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#endif
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#if defined(CK_ENABLE_BF16)
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void add_device_gemm_wmma_universal_reduce_bf16_bf16_bf16_mk_kn_mn_comp_default_instances(
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std::vector<std::unique_ptr<DeviceGemmV2R1<Row,
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Row,
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DsLayout,
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Row,
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BF16,
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BF16,
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DsDataType,
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BF16,
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PassThrough,
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PassThrough,
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PassThrough>>>& instances);
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#endif
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#endif
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template <typename ADataType,
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@@ -373,6 +422,7 @@ struct DeviceOperationInstanceFactory<
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if constexpr(is_same_v<ALayout, Row> && is_same_v<BLayout, Row> &&
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is_same_v<CLayout, Row>)
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{
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#ifdef CK_USE_XDL
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add_device_gemm_xdl_universal_reduce_f16_f16_f16_mk_kn_mn_comp_default_instances(
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op_ptrs);
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add_device_gemm_xdl_universal_reduce_f16_f16_f16_mk_kn_mn_comp_kpadding_instances(
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@@ -395,6 +445,12 @@ struct DeviceOperationInstanceFactory<
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op_ptrs);
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add_device_gemm_xdl_universal_reduce_f16_f16_f16_mk_kn_mn_mem_v2_mnkpadding_instances(
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op_ptrs);
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#endif
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#ifdef CK_USE_WMMA
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add_device_gemm_wmma_universal_reduce_f16_f16_f16_mk_kn_mn_comp_default_instances(
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op_ptrs);
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#endif
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}
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}
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#endif
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@@ -406,6 +462,7 @@ struct DeviceOperationInstanceFactory<
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if constexpr(is_same_v<ALayout, Row> && is_same_v<BLayout, Row> &&
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is_same_v<CLayout, Row>)
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{
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#ifdef CK_USE_XDL
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add_device_gemm_xdl_universal_reduce_bf16_i8_bf16_mk_kn_mn_comp_default_instances(
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op_ptrs);
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add_device_gemm_xdl_universal_reduce_bf16_i8_bf16_mk_kn_mn_comp_kpadding_instances(
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@@ -420,6 +477,12 @@ struct DeviceOperationInstanceFactory<
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op_ptrs);
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add_device_gemm_xdl_universal_reduce_bf16_i8_bf16_mk_kn_mn_mem_v2_mnkpadding_instances(
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op_ptrs);
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#endif
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#ifdef CK_USE_WMMA
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add_device_gemm_wmma_universal_reduce_bf16_i8_bf16_mk_kn_mn_comp_default_instances(
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op_ptrs);
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#endif
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}
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}
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#endif
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@@ -430,6 +493,7 @@ struct DeviceOperationInstanceFactory<
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if constexpr(is_same_v<ALayout, Row> && is_same_v<BLayout, Row> &&
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is_same_v<CLayout, Row>)
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{
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#ifdef CK_USE_XDL
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add_device_gemm_xdl_universal_reduce_bf16_bf16_bf16_mk_kn_mn_comp_default_instances(
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op_ptrs);
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add_device_gemm_xdl_universal_reduce_bf16_bf16_bf16_mk_kn_mn_comp_kpadding_instances(
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@@ -444,6 +508,12 @@ struct DeviceOperationInstanceFactory<
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op_ptrs);
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add_device_gemm_xdl_universal_reduce_bf16_bf16_bf16_mk_kn_mn_mem_v2_mnkpadding_instances(
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op_ptrs);
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#endif
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#ifdef CK_USE_WMMA
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add_device_gemm_wmma_universal_reduce_bf16_bf16_bf16_mk_kn_mn_comp_default_instances(
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op_ptrs);
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#endif
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}
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}
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#endif
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