diff options
Diffstat (limited to 'src/runtime/gpu/cl/operators/ClGemm.h')
| -rw-r--r-- | src/runtime/gpu/cl/operators/ClGemm.h | 136 |
1 files changed, 0 insertions, 136 deletions
diff --git a/src/runtime/gpu/cl/operators/ClGemm.h b/src/runtime/gpu/cl/operators/ClGemm.h deleted file mode 100644 index bd9ca17edf..0000000000 --- a/src/runtime/gpu/cl/operators/ClGemm.h +++ /dev/null @@ -1,136 +0,0 @@ -/* - * Copyright (c) 2016-2021 Arm Limited. - * - * SPDX-License-Identifier: MIT - * - * 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. - */ -#ifndef ARM_COMPUTE_CL_GEMM_H -#define ARM_COMPUTE_CL_GEMM_H - -#include "arm_compute/core/TensorInfo.h" -#include "arm_compute/runtime/CL/CLTensor.h" -#include "arm_compute/runtime/CL/CLTypes.h" -#include "src/core/gpu/cl/ClCompileContext.h" -#include "src/core/gpu/cl/IClKernel.h" -#include "src/core/gpu/cl/kernels/ClGemmMatrixMultiplyKernel.h" -#include "src/core/gpu/cl/kernels/ClGemmMatrixMultiplyNativeKernel.h" -#include "src/core/gpu/cl/kernels/ClGemmMatrixMultiplyReshapedKernel.h" -#include "src/core/gpu/cl/kernels/ClGemmMatrixMultiplyReshapedOnlyRhsKernel.h" -#include "src/core/gpu/cl/kernels/ClGemmReshapeLhsMatrixKernel.h" -#include "src/core/gpu/cl/kernels/ClGemmReshapeRhsMatrixKernel.h" -#include "src/runtime/gpu/cl/IClOperator.h" - -#include <memory> - -namespace arm_compute -{ -namespace opencl -{ -/** Basic function to execute GEMM on OpenCL. This function calls the following OpenCL kernels: - * - * -# @ref kernels::ClGemmReshapeLhsMatrixKernel (only if the RESHAPED_V1 is selected by the heuristic model) - * -# @ref kernels::ClGemmReshapeRhsMatrixKernel (only if either the RESHAPED_V1 or RESHAPED_ONLY_RHS is selected by the select_gemm_kernel method()) - * -# @ref kernels::ClGemmMatrixMultiplyKernel (only if either the NATIVE or RESHAPED_V1 is selected by the select_gemm_kernel method()) - * -# @ref kernels::ClGemmMatrixMultiplyReshapedKernel (only if RESHAPED_V1 is selected by the select_gemm_kernel method()) - * -# @ref kernels::ClGemmMatrixMultiplyReshapedOnlyRhsKernel (only if RESHAPED_ONLY_RHS is selected by the select_gemm_kernel method()) - */ -class ClGemm : public IClOperator -{ -public: - /** Constructor */ - ClGemm(); - /** Initialise the kernel's inputs and output - * - * Valid data layouts: - * - All - * - * Valid data type configurations: - * |src0 |src1 |src2 |dst | - * |:------------|:-----------|:---------|:--------------| - * |F32 |F32 |F32 |F32 | - * |F16 |F16 |F16 |F16 | - * - * @note GEMM: General Matrix Multiply - [alpha * A * B + beta * C]. - * - * @note All tensors must have the same data type. - * - * @note Whilst the first input tensor can be a vector, the second input tensor must be at least a matrix - * - * @param[in] compile_context The compile context to be used. - * @param[in] a First input tensor (Matrix or Vector A). Data types supported: F16/F32 - * @param[in] b Second input tensor (Matrix B). Data type supported: same as @p a. - * @param[in] c Third input tensor (Matrix C). It can be a nullptr if just the multiplication between @p a and @p b is needed. Data type supported: same as @p a. - * @param[out] output Output tensor. Data type supported: same as @p a - * @param[in] alpha Weight of the matrix product - * @param[in] beta Weight of matrix C - * @param[in] gemm_info (Optional) Specifies if the matrix A and/or matrix B have been reshaped and - * if the reshape of matrix B should happen only for the first run. GEMMInfo also contains information about the reshaping - * in case matrix A and matrix B have been already transformed. - */ - void configure(const CLCompileContext &compile_context, ITensorInfo *a, ITensorInfo *b, ITensorInfo *c, ITensorInfo *output, float alpha, float beta, const GEMMInfo &gemm_info); - /** Static function to check if given info will lead to a valid configuration - * - * Similar to ClGemm::configure() - * - * @return a status - */ - static Status validate(const ITensorInfo *a, const ITensorInfo *b, const ITensorInfo *c, const ITensorInfo *output, float alpha, float beta, const GEMMInfo &gemm_info); - - // Inherited methods overridden: - void run(ITensorPack &tensors) override; - void prepare(ITensorPack &constants) override; - experimental::MemoryRequirements workspace() const override; - -private: - void configure_native_v1(const CLCompileContext &compile_context, ITensorInfo *a, ITensorInfo *b, ITensorInfo *c, ITensorInfo *output, float alpha, float beta, const GEMMInfo &gemm_info); - void configure_reshaped_v1(const CLCompileContext &compile_context, ITensorInfo *a, ITensorInfo *b, ITensorInfo *c, ITensorInfo *output, float alpha, float beta, const GEMMInfo &gemm_info); - void configure_reshaped_v2(const CLCompileContext &compile_context, ITensorInfo *a, ITensorInfo *b, ITensorInfo *c, ITensorInfo *output, float alpha, float beta, const GEMMInfo &gemm_info); - void configure_reshaped_only_rhs(const CLCompileContext &compile_context, ITensorInfo *a, ITensorInfo *b, ITensorInfo *c, ITensorInfo *output, float alpha, float beta, const GEMMInfo &gemm_info); - - static Status validate_native_v1(const ITensorInfo *a, const ITensorInfo *b, const ITensorInfo *c, const ITensorInfo *output, float alpha, float beta, const GEMMInfo &gemm_info); - static Status validate_reshaped_v1(const ITensorInfo *a, const ITensorInfo *b, const ITensorInfo *c, const ITensorInfo *output, float alpha, float beta, const GEMMInfo &gemm_info); - static Status validate_reshaped(const ITensorInfo *a, const ITensorInfo *b, const ITensorInfo *c, const ITensorInfo *output, float alpha, float beta, const GEMMInfo &gemm_info); - static Status validate_reshaped_only_rhs(const ITensorInfo *a, const ITensorInfo *b, const ITensorInfo *c, const ITensorInfo *output, float alpha, float beta, const GEMMInfo &gemm_info); - -private: - enum AuxTensorIdx - { - LhsReshape = 0, - RhsReshape, - Count - }; - -private: - std::unique_ptr<kernels::ClGemmMatrixMultiplyKernel> _mm_kernel; - std::unique_ptr<kernels::ClGemmReshapeLhsMatrixKernel> _reshape_lhs_kernel; - std::unique_ptr<kernels::ClGemmReshapeRhsMatrixKernel> _reshape_rhs_kernel; - std::unique_ptr<kernels::ClGemmMatrixMultiplyReshapedKernel> _mm_reshaped_kernel; - std::unique_ptr<kernels::ClGemmMatrixMultiplyReshapedOnlyRhsKernel> _mm_reshaped_only_rhs_kernel; - std::unique_ptr<kernels::ClGemmMatrixMultiplyReshapedOnlyRhsKernel> _mm_reshaped_only_rhs_fallback_kernel; - TensorInfo _tmp_a; - TensorInfo _tmp_b; - bool _reshape_b_only_on_first_run; - CLGEMMKernelType _gemm_kernel_type; - - experimental::MemoryRequirements _aux_mem{}; -}; -} // namespace opencl -} // namespace arm_compute -#endif /* ARM_COMPUTE_CLGEMM_H */ |