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TheRock/rocm-libraries/projects/rocwmma/test/gemm/gemm_kernel_base.cpp
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Flatten subprojects into a single base monorepo
2026-09-02 16:34:47 -07:00

1031 lines
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C++

/*******************************************************************************
*
* MIT License
*
* Copyright (C) 2021-2025 Advanced Micro Devices, Inc. All rights reserved.
*
* Permission is hereby granted, free of charge, to any person obtaining a copy
* of this software and associated documentation files (the "Software"), to deal
* in the Software without restriction, including without limitation the rights
* to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
* copies of the Software, and to permit persons to whom the Software is
* furnished to do so, subject to the following conditions:
*
* The above copyright notice and this permission notice shall be included in
* all copies or substantial portions of the Software.
*
* THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
* IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
* FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
* AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
* LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
* OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
* SOFTWARE.
*
*******************************************************************************/
#define ROCWMMA_INSTANTIATE_GEMM_KERNEL_BASE(InputT, OutputT, ComputeT) \
template struct GemmKernelBase<16u, \
16u, \
4u, \
InputT, \
OutputT, \
ComputeT, \
row_major, \
row_major, \
row_major, \
row_major>; \
template struct GemmKernelBase<16u, \
16u, \
16u, \
InputT, \
OutputT, \
ComputeT, \
row_major, \
row_major, \
row_major, \
row_major>; \
template struct GemmKernelBase<16u, \
16u, \
32u, \
InputT, \
OutputT, \
ComputeT, \
row_major, \
row_major, \
row_major, \
row_major>; \
template struct GemmKernelBase<16u, \
16u, \
64u, \
InputT, \
OutputT, \
ComputeT, \
row_major, \
row_major, \
row_major, \
row_major>; \
template struct GemmKernelBase<16u, \
16u, \
128u, \
InputT, \
OutputT, \
ComputeT, \
row_major, \
row_major, \
row_major, \
row_major>; \
template struct GemmKernelBase<16u, \
16u, \
256u, \
InputT, \
OutputT, \
ComputeT, \
row_major, \
row_major, \
row_major, \
row_major>; \
template struct GemmKernelBase<32u, \
32u, \
2u, \
InputT, \
OutputT, \
ComputeT, \
row_major, \
row_major, \
row_major, \
row_major>; \
template struct GemmKernelBase<32u, \
32u, \
8u, \
InputT, \
OutputT, \
ComputeT, \
row_major, \
row_major, \
row_major, \
row_major>; \
template struct GemmKernelBase<32u, \
32u, \
16u, \
InputT, \
OutputT, \
ComputeT, \
row_major, \
row_major, \
row_major, \
row_major>; \
template struct GemmKernelBase<32u, \
32u, \
32u, \
InputT, \
OutputT, \
ComputeT, \
row_major, \
row_major, \
row_major, \
row_major>; \
template struct GemmKernelBase<32u, \
32u, \
64u, \
InputT, \
OutputT, \
ComputeT, \
row_major, \
row_major, \
row_major, \
row_major>; \
template struct GemmKernelBase<32u, \
32u, \
128u, \
InputT, \
OutputT, \
ComputeT, \
row_major, \
row_major, \
row_major, \
row_major>; \
template struct GemmKernelBase<16u, \
16u, \
4u, \
InputT, \
OutputT, \
ComputeT, \
row_major, \
col_major, \
row_major, \
row_major>; \
template struct GemmKernelBase<16u, \
16u, \
16u, \
InputT, \
OutputT, \
ComputeT, \
row_major, \
col_major, \
row_major, \
row_major>; \
template struct GemmKernelBase<16u, \
16u, \
32u, \
InputT, \
OutputT, \
ComputeT, \
row_major, \
col_major, \
row_major, \
row_major>; \
template struct GemmKernelBase<16u, \
16u, \
64u, \
InputT, \
OutputT, \
ComputeT, \
row_major, \
col_major, \
row_major, \
row_major>; \
template struct GemmKernelBase<16u, \
16u, \
128u, \
InputT, \
OutputT, \
ComputeT, \
row_major, \
col_major, \
row_major, \
row_major>; \
template struct GemmKernelBase<16u, \
16u, \
256u, \
InputT, \
OutputT, \
ComputeT, \
row_major, \
col_major, \
row_major, \
row_major>; \
template struct GemmKernelBase<32u, \
32u, \
2u, \
InputT, \
OutputT, \
ComputeT, \
row_major, \
col_major, \
row_major, \
row_major>; \
template struct GemmKernelBase<32u, \
32u, \
8u, \
InputT, \
OutputT, \
ComputeT, \
row_major, \
col_major, \
row_major, \
row_major>; \
template struct GemmKernelBase<32u, \
32u, \
16u, \
InputT, \
OutputT, \
ComputeT, \
row_major, \
col_major, \
row_major, \
row_major>; \
template struct GemmKernelBase<32u, \
32u, \
32u, \
InputT, \
OutputT, \
ComputeT, \
row_major, \
col_major, \
row_major, \
row_major>; \
template struct GemmKernelBase<32u, \
32u, \
64u, \
InputT, \
OutputT, \
ComputeT, \
row_major, \
col_major, \
row_major, \
row_major>; \
template struct GemmKernelBase<32u, \
32u, \
128u, \
InputT, \
OutputT, \
ComputeT, \
row_major, \
col_major, \
row_major, \
row_major>; \
template struct GemmKernelBase<16u, \
16u, \
4u, \
InputT, \
OutputT, \
ComputeT, \
row_major, \
row_major, \
col_major, \
col_major>; \
template struct GemmKernelBase<16u, \
16u, \
16u, \
InputT, \
OutputT, \
ComputeT, \
row_major, \
row_major, \
col_major, \
col_major>; \
template struct GemmKernelBase<16u, \
16u, \
32u, \
InputT, \
OutputT, \
ComputeT, \
row_major, \
row_major, \
col_major, \
col_major>; \
template struct GemmKernelBase<16u, \
16u, \
64u, \
InputT, \
OutputT, \
ComputeT, \
row_major, \
row_major, \
col_major, \
col_major>; \
template struct GemmKernelBase<16u, \
16u, \
128u, \
InputT, \
OutputT, \
ComputeT, \
row_major, \
row_major, \
col_major, \
col_major>; \
template struct GemmKernelBase<16u, \
16u, \
256u, \
InputT, \
OutputT, \
ComputeT, \
row_major, \
row_major, \
col_major, \
col_major>; \
template struct GemmKernelBase<32u, \
32u, \
2u, \
InputT, \
OutputT, \
ComputeT, \
row_major, \
row_major, \
col_major, \
col_major>; \
template struct GemmKernelBase<32u, \
32u, \
8u, \
InputT, \
OutputT, \
ComputeT, \
row_major, \
row_major, \
col_major, \
col_major>; \
template struct GemmKernelBase<32u, \
32u, \
16u, \
InputT, \
OutputT, \
ComputeT, \
row_major, \
row_major, \
col_major, \
col_major>; \
template struct GemmKernelBase<32u, \
32u, \
32u, \
InputT, \
OutputT, \
ComputeT, \
row_major, \
row_major, \
col_major, \
col_major>; \
template struct GemmKernelBase<32u, \
32u, \
64u, \
InputT, \
OutputT, \
ComputeT, \
row_major, \
row_major, \
col_major, \
col_major>; \
template struct GemmKernelBase<32u, \
32u, \
128u, \
InputT, \
OutputT, \
ComputeT, \
row_major, \
row_major, \
col_major, \
col_major>; \
template struct GemmKernelBase<16u, \
16u, \
4u, \
InputT, \
OutputT, \
ComputeT, \
row_major, \
col_major, \
col_major, \
col_major>; \
template struct GemmKernelBase<16u, \
16u, \
16u, \
InputT, \
OutputT, \
ComputeT, \
row_major, \
col_major, \
col_major, \
col_major>; \
template struct GemmKernelBase<16u, \
16u, \
32u, \
InputT, \
OutputT, \
ComputeT, \
row_major, \
col_major, \
col_major, \
col_major>; \
template struct GemmKernelBase<16u, \
16u, \
64u, \
InputT, \
OutputT, \
ComputeT, \
row_major, \
col_major, \
col_major, \
col_major>; \
template struct GemmKernelBase<16u, \
16u, \
128u, \
InputT, \
OutputT, \
ComputeT, \
row_major, \
col_major, \
col_major, \
col_major>; \
template struct GemmKernelBase<16u, \
16u, \
256u, \
InputT, \
OutputT, \
ComputeT, \
row_major, \
col_major, \
col_major, \
col_major>; \
template struct GemmKernelBase<32u, \
32u, \
2u, \
InputT, \
OutputT, \
ComputeT, \
row_major, \
col_major, \
col_major, \
col_major>; \
template struct GemmKernelBase<32u, \
32u, \
8u, \
InputT, \
OutputT, \
ComputeT, \
row_major, \
col_major, \
col_major, \
col_major>; \
template struct GemmKernelBase<32u, \
32u, \
16u, \
InputT, \
OutputT, \
ComputeT, \
row_major, \
col_major, \
col_major, \
col_major>; \
template struct GemmKernelBase<32u, \
32u, \
32u, \
InputT, \
OutputT, \
ComputeT, \
row_major, \
col_major, \
col_major, \
col_major>; \
template struct GemmKernelBase<32u, \
32u, \
64u, \
InputT, \
OutputT, \
ComputeT, \
row_major, \
col_major, \
col_major, \
col_major>; \
template struct GemmKernelBase<32u, \
32u, \
128u, \
InputT, \
OutputT, \
ComputeT, \
row_major, \
col_major, \
col_major, \
col_major>; \
template struct GemmKernelBase<16u, \
16u, \
4u, \
InputT, \
OutputT, \
ComputeT, \
col_major, \
row_major, \
row_major, \
row_major>; \
template struct GemmKernelBase<16u, \
16u, \
16u, \
InputT, \
OutputT, \
ComputeT, \
col_major, \
row_major, \
row_major, \
row_major>; \
template struct GemmKernelBase<16u, \
16u, \
32u, \
InputT, \
OutputT, \
ComputeT, \
col_major, \
row_major, \
row_major, \
row_major>; \
template struct GemmKernelBase<16u, \
16u, \
64u, \
InputT, \
OutputT, \
ComputeT, \
col_major, \
row_major, \
row_major, \
row_major>; \
template struct GemmKernelBase<16u, \
16u, \
128u, \
InputT, \
OutputT, \
ComputeT, \
col_major, \
row_major, \
row_major, \
row_major>; \
template struct GemmKernelBase<16u, \
16u, \
256u, \
InputT, \
OutputT, \
ComputeT, \
col_major, \
row_major, \
row_major, \
row_major>; \
template struct GemmKernelBase<32u, \
32u, \
2u, \
InputT, \
OutputT, \
ComputeT, \
col_major, \
row_major, \
row_major, \
row_major>; \
template struct GemmKernelBase<32u, \
32u, \
8u, \
InputT, \
OutputT, \
ComputeT, \
col_major, \
row_major, \
row_major, \
row_major>; \
template struct GemmKernelBase<32u, \
32u, \
16u, \
InputT, \
OutputT, \
ComputeT, \
col_major, \
row_major, \
row_major, \
row_major>; \
template struct GemmKernelBase<32u, \
32u, \
32u, \
InputT, \
OutputT, \
ComputeT, \
col_major, \
row_major, \
row_major, \
row_major>; \
template struct GemmKernelBase<32u, \
32u, \
64u, \
InputT, \
OutputT, \
ComputeT, \
col_major, \
row_major, \
row_major, \
row_major>; \
template struct GemmKernelBase<32u, \
32u, \
128u, \
InputT, \
OutputT, \
ComputeT, \
col_major, \
row_major, \
row_major, \
row_major>; \
template struct GemmKernelBase<16u, \
16u, \
4, \
InputT, \
OutputT, \
ComputeT, \
col_major, \
col_major, \
row_major, \
row_major>; \
template struct GemmKernelBase<16u, \
16u, \
16u, \
InputT, \
OutputT, \
ComputeT, \
col_major, \
col_major, \
row_major, \
row_major>; \
template struct GemmKernelBase<16u, \
16u, \
32u, \
InputT, \
OutputT, \
ComputeT, \
col_major, \
col_major, \
row_major, \
row_major>; \
template struct GemmKernelBase<16u, \
16u, \
64u, \
InputT, \
OutputT, \
ComputeT, \
col_major, \
col_major, \
row_major, \
row_major>; \
template struct GemmKernelBase<16u, \
16u, \
128u, \
InputT, \
OutputT, \
ComputeT, \
col_major, \
col_major, \
row_major, \
row_major>; \
template struct GemmKernelBase<16u, \
16u, \
256u, \
InputT, \
OutputT, \
ComputeT, \
col_major, \
col_major, \
row_major, \
row_major>; \
template struct GemmKernelBase<32u, \
32u, \
2u, \
InputT, \
OutputT, \
ComputeT, \
col_major, \
col_major, \
row_major, \
row_major>; \
template struct GemmKernelBase<32u, \
32u, \
8u, \
InputT, \
OutputT, \
ComputeT, \
col_major, \
col_major, \
row_major, \
row_major>; \
template struct GemmKernelBase<32u, \
32u, \
16u, \
InputT, \
OutputT, \
ComputeT, \
col_major, \
col_major, \
row_major, \
row_major>; \
template struct GemmKernelBase<32u, \
32u, \
32u, \
InputT, \
OutputT, \
ComputeT, \
col_major, \
col_major, \
row_major, \
row_major>; \
template struct GemmKernelBase<32u, \
32u, \
64u, \
InputT, \
OutputT, \
ComputeT, \
col_major, \
col_major, \
row_major, \
row_major>; \
template struct GemmKernelBase<32u, \
32u, \
128u, \
InputT, \
OutputT, \
ComputeT, \
col_major, \
col_major, \
row_major, \
row_major>; \
template struct GemmKernelBase<16u, \
16u, \
4u, \
InputT, \
OutputT, \
ComputeT, \
col_major, \
row_major, \
col_major, \
col_major>; \
template struct GemmKernelBase<16u, \
16u, \
16u, \
InputT, \
OutputT, \
ComputeT, \
col_major, \
row_major, \
col_major, \
col_major>; \
template struct GemmKernelBase<16u, \
16u, \
32u, \
InputT, \
OutputT, \
ComputeT, \
col_major, \
row_major, \
col_major, \
col_major>; \
template struct GemmKernelBase<16u, \
16u, \
64u, \
InputT, \
OutputT, \
ComputeT, \
col_major, \
row_major, \
col_major, \
col_major>; \
template struct GemmKernelBase<16u, \
16u, \
128u, \
InputT, \
OutputT, \
ComputeT, \
col_major, \
row_major, \
col_major, \
col_major>; \
template struct GemmKernelBase<16u, \
16u, \
256u, \
InputT, \
OutputT, \
ComputeT, \
col_major, \
row_major, \
col_major, \
col_major>; \
template struct GemmKernelBase<32u, \
32u, \
2u, \
InputT, \
OutputT, \
ComputeT, \
col_major, \
row_major, \
col_major, \
col_major>; \
template struct GemmKernelBase<32u, \
32u, \
8u, \
InputT, \
OutputT, \
ComputeT, \
col_major, \
row_major, \
col_major, \
col_major>; \
template struct GemmKernelBase<32u, \
32u, \
16u, \
InputT, \
OutputT, \
ComputeT, \
col_major, \
row_major, \
col_major, \
col_major>; \
template struct GemmKernelBase<32u, \
32u, \
32u, \
InputT, \
OutputT, \
ComputeT, \
col_major, \
row_major, \
col_major, \
col_major>; \
template struct GemmKernelBase<32u, \
32u, \
64u, \
InputT, \
OutputT, \
ComputeT, \
col_major, \
row_major, \
col_major, \
col_major>; \
template struct GemmKernelBase<32u, \
32u, \
128u, \
InputT, \
OutputT, \
ComputeT, \
col_major, \
row_major, \
col_major, \
col_major>; \
template struct GemmKernelBase<16u, \
16u, \
4u, \
InputT, \
OutputT, \
ComputeT, \
col_major, \
col_major, \
col_major, \
col_major>; \
template struct GemmKernelBase<16u, \
16u, \
16u, \
InputT, \
OutputT, \
ComputeT, \
col_major, \
col_major, \
col_major, \
col_major>; \
template struct GemmKernelBase<16u, \
16u, \
32u, \
InputT, \
OutputT, \
ComputeT, \
col_major, \
col_major, \
col_major, \
col_major>; \
template struct GemmKernelBase<16u, \
16u, \
64u, \
InputT, \
OutputT, \
ComputeT, \
col_major, \
col_major, \
col_major, \
col_major>; \
template struct GemmKernelBase<16u, \
16u, \
128u, \
InputT, \
OutputT, \
ComputeT, \
col_major, \
col_major, \
col_major, \
col_major>; \
template struct GemmKernelBase<16u, \
16u, \
256u, \
InputT, \
OutputT, \
ComputeT, \
col_major, \
col_major, \
col_major, \
col_major>; \
template struct GemmKernelBase<32u, \
32u, \
2u, \
InputT, \
OutputT, \
ComputeT, \
col_major, \
col_major, \
col_major, \
col_major>; \
template struct GemmKernelBase<32u, \
32u, \
8u, \
InputT, \
OutputT, \
ComputeT, \
col_major, \
col_major, \
col_major, \
col_major>; \
template struct GemmKernelBase<32u, \
32u, \
16u, \
InputT, \
OutputT, \
ComputeT, \
col_major, \
col_major, \
col_major, \
col_major>; \
template struct GemmKernelBase<32u, \
32u, \
32u, \
InputT, \
OutputT, \
ComputeT, \
col_major, \
col_major, \
col_major, \
col_major>; \
template struct GemmKernelBase<32u, \
32u, \
64u, \
InputT, \
OutputT, \
ComputeT, \
col_major, \
col_major, \
col_major, \
col_major>; \
template struct GemmKernelBase<32u, \
32u, \
128u, \
InputT, \
OutputT, \
ComputeT, \
col_major, \
col_major, \
col_major, \
col_major>;
#include "gemm_kernel_base_impl.hpp"
namespace rocwmma
{
bool KernelI::sHeaderPrinted = false;
// All supported instantiations
ROCWMMA_INSTANTIATE_GEMM_KERNEL_BASE(int8_t, int32_t, int32_t);
#if ROCWMMA_FP8
ROCWMMA_INSTANTIATE_GEMM_KERNEL_BASE(float8_t, float32_t, float32_t);
ROCWMMA_INSTANTIATE_GEMM_KERNEL_BASE(bfloat8_t, float32_t, float32_t);
#endif
#if ROCWMMA_FP8_FNUZ
ROCWMMA_INSTANTIATE_GEMM_KERNEL_BASE(float8_fnuz_t, float32_t, float32_t);
ROCWMMA_INSTANTIATE_GEMM_KERNEL_BASE(bfloat8_fnuz_t, float32_t, float32_t);
#endif
ROCWMMA_INSTANTIATE_GEMM_KERNEL_BASE(bfloat16_t, float32_t, float32_t);
ROCWMMA_INSTANTIATE_GEMM_KERNEL_BASE(float16_t, float32_t, float32_t);
#if !ROCWMMA_TESTS_NO_HALF
ROCWMMA_INSTANTIATE_GEMM_KERNEL_BASE(hfloat16_t, float32_t, float32_t);
#endif // !ROCWMMA_TESTS_NO_HALF
ROCWMMA_INSTANTIATE_GEMM_KERNEL_BASE(float32_t, float32_t, float32_t);
ROCWMMA_INSTANTIATE_GEMM_KERNEL_BASE(xfloat32_t, float32_t, float32_t);
ROCWMMA_INSTANTIATE_GEMM_KERNEL_BASE(float64_t, float64_t, float64_t);
#if ROCWMMA_EXTENDED_TESTS
ROCWMMA_INSTANTIATE_GEMM_KERNEL_BASE(int8_t, int8_t, int32_t);
ROCWMMA_INSTANTIATE_GEMM_KERNEL_BASE(bfloat16_t, bfloat16_t, bfloat16_t);
ROCWMMA_INSTANTIATE_GEMM_KERNEL_BASE(bfloat16_t, bfloat16_t, float32_t);
ROCWMMA_INSTANTIATE_GEMM_KERNEL_BASE(float16_t, float16_t, float16_t);
ROCWMMA_INSTANTIATE_GEMM_KERNEL_BASE(float16_t, float16_t, float32_t);
#if !ROCWMMA_TESTS_NO_HALF
ROCWMMA_INSTANTIATE_GEMM_KERNEL_BASE(hfloat16_t, hfloat16_t, hfloat16_t);
ROCWMMA_INSTANTIATE_GEMM_KERNEL_BASE(hfloat16_t, hfloat16_t, float32_t);
#endif // !ROCWMMA_TESTS_NO_HALF
#endif // ROCWMMA_EXTENDED_TESTS
} // namespace rocwmma