/******************************************************************************* * * 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