/* * Copyright (c) 2019-2021 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_CPU_DEPTHWISECONVOLUTIONASSEMBLYDISPATCH_H #define ARM_COMPUTE_CPU_DEPTHWISECONVOLUTIONASSEMBLYDISPATCH_H #include "src/runtime/cpu/ICpuOperator.h" namespace arm_compute { namespace cpu { /** Depthwise convolution assembly kernel glue */ class CpuDepthwiseConvolutionAssemblyDispatch : public ICpuOperator { public: CpuDepthwiseConvolutionAssemblyDispatch(); /** Prevent instances of this class from being copied (As this class contains pointers) */ CpuDepthwiseConvolutionAssemblyDispatch(const CpuDepthwiseConvolutionAssemblyDispatch &) = delete; /** Default move constructor */ CpuDepthwiseConvolutionAssemblyDispatch(CpuDepthwiseConvolutionAssemblyDispatch &&) = default; /** Prevent instances of this class from being copied (As this class contains pointers) */ CpuDepthwiseConvolutionAssemblyDispatch &operator=(const CpuDepthwiseConvolutionAssemblyDispatch &) = delete; /** Default move assignment operator */ CpuDepthwiseConvolutionAssemblyDispatch &operator=(CpuDepthwiseConvolutionAssemblyDispatch &&) = default; /** Default destructor */ ~CpuDepthwiseConvolutionAssemblyDispatch(); /** Initialize the function's source, destination, kernels and border_size. * * @note Supports only NHWC format * * @param[in] input Source tensor info. Data type supported: QASYMM8/F16/F32. (Written to only for border filling). * @param[in] weights Weights tensor info. These are 3D tensors with shape [W, H, IFM]. Data type supported: Same as @p input. * @param[in] bias (Optional) Biases tensor info. A 1D tensor with shape [IFM]. Must be nullptr if not needed. * Data type supported: Same as @p input. * @param[out] output Destination tensor info. Data type supported: same as @p input. * @param[in] info Depthwise convolution meta-data. */ void configure(const ITensorInfo *input, const ITensorInfo *weights, const ITensorInfo *bias, ITensorInfo *output, const ConvolutionInfo &info); /** Static function to check if given info will lead to a valid configuration of @ref CpuDepthwiseConvolutionAssemblyDispatch * * @note Supports only NHWC format * * @param[in] input Source tensor info. Data type supported: QASYMM8/F16/F32. (Written to only for border filling). * @param[in] weights Weights tensor info. These are 3D tensors with shape [W, H, IFM]. Data type supported: Same as @p input. * @param[in] bias (Optional) Biases tensor info. A 1D tensor with shape [IFM]. Must be nullptr if not needed. * Data type supported: Same as @p input. * @param[out] output Destination tensor info. Data type supported: same as @p input. * @param[in] info Depthwise convolution meta-data. * * @return An error status */ static Status validate(const ITensorInfo *input, const ITensorInfo *weights, const ITensorInfo *bias, const ITensorInfo *output, const ConvolutionInfo &info); /** Check if the optimized kernel can be used for the given kernel sizes and strides * * @warning Even if this return true the inputs and outputs might need to get permuted as the only layout supported is NHWC * * @param[in] input Input tensor info. * @param[in] weights Weights tensor info. * @param[in] info Depthwise convolution meta-data. * * @return True if the assembly kernel could be used else false. Note that transformations of input/output could be needed. */ static bool is_optimized_supported(const ITensorInfo *input, const ITensorInfo *weights, const ConvolutionInfo &info); // Inherited methods overridden: void run(ITensorPack &tensors) override; void prepare(ITensorPack &tensors) override; experimental::MemoryRequirements workspace() const override; private: struct LocalImpl; std::unique_ptr _pImpl; }; } // namespace cpu } // namespace arm_compute #endif /* ARM_COMPUTE_CPU_DEPTHWISECONVOLUTIONASSEMBLYDISPATCH_H */