/* * Copyright (c) 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_ASSEMBLY_POOLING_KERNEL_WRAPPER_KERNEL_H #define ARM_COMPUTE_ASSEMBLY_POOLING_KERNEL_WRAPPER_KERNEL_H #include "src/core/NEON/INEKernel.h" #include "src/core/NEON/kernels/assembly/pooling.hpp" #include "pool_common.hpp" namespace arm_compute { class ITensor; /** This class is a wrapper for the assembly kernels. * * Some kernels were written in assembly and highly optimised for specific * CPUs like A53 or A55. The arm compute library creates an instance of * NEPoolingAssemblyWrapperKernel and other auxiliary data structures to * execute a single assembly kernel in the context of an NEFunction. * */ class NEPoolingAssemblyWrapperKernel final : public INEKernel { public: /** Constructor */ NEPoolingAssemblyWrapperKernel() = default; NEPoolingAssemblyWrapperKernel(NEPoolingAssemblyWrapperKernel &) = delete; NEPoolingAssemblyWrapperKernel(NEPoolingAssemblyWrapperKernel &&) = default; NEPoolingAssemblyWrapperKernel &operator=(NEPoolingAssemblyWrapperKernel &) = delete; const char *name() const override { return "NEPoolingAssemblyWrapperKernel"; } /** Initialise the kernel's input and output. * * @param[in] input Input tensor. Data types supported: QASYMM8/QASYMM8_SIGNED/F16/F32. * @param[out] output Output tensor to store the result of pooling. Data types supported: same as @p input. * @param[in] info Pooling meta-data */ void configure(const ITensorInfo *input, ITensorInfo *output, const PoolingLayerInfo &info, const CPUInfo &cpu_info); /** Indicates whether or not this function can be used to process the given parameters. * * @param[in] input Input tensor info. Data types supported: QASYMM8/QASYMM8_SIGNED/F16/F32. * @param[in] output Output tensor to store the result of pooling. Data types supported: same as @p input. * @param[in] info Pooling meta-data * * @return a status. */ static Status validate(const ITensorInfo *input, const ITensorInfo *output, const PoolingLayerInfo &info); // Inherited methods overridden: void run_op(ITensorPack &tensors, const Window &window, const ThreadInfo &info) override; /** Get size of the workspace needed by the assembly kernel. * * @param[in] num_threads Maximum number of threads that are going to be spawned. * * @return size of workspace */ size_t get_working_size(unsigned int num_threads) const; /** Was the asm kernel successfully configured? * * @return True if the asm kernel is configured and ready to run */ bool is_configured() const; private: /** Helper function to create the assembly kernel. * * @param[in] input Input tensor info. * @param[in] output Output tensor info. * @param[in] info Pooling layer meta-data. */ template void create_arm_pooling(const ITensorInfo *input, ITensorInfo *output, const PoolingLayerInfo &info, const CPUInfo &cpu_info); /** Helper function to create the assembly kernel with requantization support * * @param[in] input Input tensor info. * @param[in] output Output tensor info. * @param[in] info Pooling layer meta-data. */ template void create_arm_pooling_requant(const ITensorInfo *input, ITensorInfo *output, const PoolingLayerInfo &info, const CPUInfo &cpu_info); std::unique_ptr _kernel_asm{ nullptr }; }; } // namespace arm_compute #endif /* ARM_COMPUTE_ASSEMBLY_POOLING_KERNEL_WRAPPER_KERNEL_H */