/* * Copyright (c) 2017-2023 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_NEGEMM_H #define ARM_COMPUTE_NEGEMM_H #include "arm_compute/function_info/GEMMInfo.h" #include "arm_compute/runtime/IFunction.h" #include "arm_compute/runtime/IMemoryManager.h" #include "arm_compute/runtime/IWeightsManager.h" #include namespace arm_compute { /** Basic function to execute GEMM. This function calls the following kernels: * * -# @ref cpu::CpuGemm */ class NEGEMM : public IFunction { public: /** Constructor */ NEGEMM(std::shared_ptr memory_manager = nullptr, IWeightsManager *weights_manager = nullptr); /** Prevent instances of this class from being copied (As this class contains pointers) */ NEGEMM(const NEGEMM &) = delete; /** Default move constructor */ NEGEMM(NEGEMM &&) = default; /** Prevent instances of this class from being copied (As this class contains pointers) */ NEGEMM &operator=(const NEGEMM &) = delete; /** Default move assignment operator */ NEGEMM &operator=(NEGEMM &&) = default; /** Default destructor */ ~NEGEMM(); /** Initialise the kernel's inputs, output * * Valid data layouts: * - All * * Valid data type configurations: * |src0 |src1 |src2 |dst | * |:------------|:-----------|:---------|:--------------| * |F32 |F32 |F32 |F32 | * |F16 |F16 |F16 |F16 | * |BFLOAT16 |BFLOAT16 |BFLOAT16 |BFLOAT16 | * * @note GEMM: General Matrix Multiply - [alpha * A * B + beta * C]. * @note GEMM: The tensors a, b, c, d must have the same data type. You should not mix data types when calling this function. * * @note Batched GEMM only supports broadcasting cases where RHS rank < LHS rank but not the other way around * * @param[in] a First input tensor (Matrix A or Vector A). Data type supported: BFLOAT16/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] d 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 */ void configure(const ITensor *a, const ITensor *b, const ITensor *c, ITensor *d, float alpha, float beta, const GEMMInfo &gemm_info = GEMMInfo()); /** Static function to check if given info will lead to a valid configuration of @ref NEGEMM. * * Similar to @ref NEGEMM::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 = GEMMInfo()); /** Static function that queries whether there exists fixed-format kernel and if it exists it will return in the first argument in what format * weights are expected to be reshaped as defined by WeightFormat class. Apart from the first argument the rest of the arguments are the same * as in @ref NEGEMM::validate() except that all arguments are required. * * @return a status */ static Status has_opt_impl(arm_compute::WeightFormat &expected_weight_format, const ITensorInfo *a, const ITensorInfo *b, const ITensorInfo *c, const ITensorInfo *output, float alpha, float beta, const GEMMInfo &gemm_info = GEMMInfo()); // Inherited methods overridden: void run() override; void prepare() override; private: struct Impl; std::unique_ptr _impl; }; } // namespace arm_compute #endif /*ARM_COMPUTE_NEGEMM_H */