/* * Copyright (c) 2018-2020 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 SRC_NEGEMMASSEMBLYDISPATCH_H #define SRC_NEGEMMASSEMBLYDISPATCH_H #include "arm_compute/runtime/IFunction.h" #include "arm_compute/runtime/IMemoryManager.h" #include "arm_compute/runtime/IWeightsManager.h" #include "arm_compute/runtime/MemoryGroup.h" #include "arm_compute/runtime/Tensor.h" namespace arm_compute { /* Convolution method supported by the assembly gemm interface */ enum class AsmConvMethod { Im2Col, Indirect, Conv }; struct AsmGemmInfo { AsmConvMethod method{ AsmConvMethod::Im2Col }; PadStrideInfo ps_info{}; ActivationLayerInfo activation_info{}; GEMMLowpOutputStageInfo output_stage{}; bool negated_offsets{ true }; bool reinterpret_input_as_3d{ false }; bool depth_output_gemm3d{ false }; int64_t padding_top{ 0 }; int64_t padding_left{ 0 }; float padding_value{ 0.f }; }; /** Assembly kernel glue */ class NEGEMMAssemblyDispatch : public IFunction { public: /** Constructor */ NEGEMMAssemblyDispatch(std::shared_ptr memory_manager = nullptr, IWeightsManager *weights_manager = nullptr); /** Prevent instances of this class from being copy constructed */ NEGEMMAssemblyDispatch(const NEGEMMAssemblyDispatch &) = delete; /** Prevent instances of this class from being copied */ NEGEMMAssemblyDispatch &operator=(const NEGEMMAssemblyDispatch &) = delete; NEGEMMAssemblyDispatch(NEGEMMAssemblyDispatch &&) = default; NEGEMMAssemblyDispatch &operator=(NEGEMMAssemblyDispatch &&) = default; ~NEGEMMAssemblyDispatch() = default; class IFallback { public: virtual void run() = 0; virtual void prepare() = 0; virtual bool is_configured() const = 0; virtual ~IFallback() = default; }; public: /** If supported create a Compute Library function else fallback to the arm_gemm function. * * @param[in] a Input tensor (Matrix A) * @param[in] b Input tensor (Matrix B) * @param[in] c Input tensor (Matrix C) used to pass the bias for quantized calculations * @param[out] d Output tensor to store the result of matrix multiplication. Data type supported: same as @p input0. * @param[in] info GEMM meta-data */ void configure(const ITensor *a, const ITensor *b, const ITensor *c, ITensor *d, const AsmGemmInfo &info); /** Indicates whether or not this function can be used to process the given parameters. * * @param[in] a Input tensor info (Matrix A) * @param[in] b Input tensor info (Matrix B) * @param[in] c Input tensor info (Matrix C) used to pass the bias for quantized calculations * @param[in] d Output tensor to store the result of matrix multiplication. Data type supported: same as @p input0. * @param[in] info GEMM meta-data * * @return a status. */ static Status validate(const ITensorInfo *a, const ITensorInfo *b, const ITensorInfo *c, const ITensorInfo *d, const AsmGemmInfo &info); /** Checks if activation is supported by the gemm assembly dispatcher * * @param[in] activation Activation to check * * @return True if activation is supported else false */ static bool is_activation_supported(const ActivationLayerInfo &activation); /** Was the function successfully configured ? * * @return True if the function is configured and ready to run */ bool is_configured() const; // Inherited methods overridden: void prepare() override; void run() override; private: std::unique_ptr _arm_gemm; /** Interface for the arm_gemm fallback */ MemoryGroup _memory_group; /**< Function memory group */ IWeightsManager *_weights_manager; /**< Pointer to the weights manager */ }; } // namespace arm_compute #endif /* SRC_NEGEMMASSEMBLYDISPATCH_H */