/* * Copyright (c) 2017 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_NEDIRECTCONVOLUTIONLAYERKERNEL_H__ #define __ARM_COMPUTE_NEDIRECTCONVOLUTIONLAYERKERNEL_H__ #include "arm_compute/core/NEON/INEKernel.h" namespace arm_compute { class ITensor; /** NEON interface for Direct Convolution Layer kernel */ class NEDirectConvolutionLayerKernel : public INEKernel { public: /** Default constructor */ NEDirectConvolutionLayerKernel(); /** Prevent instances of this class from being copied (As this class contains pointers) */ NEDirectConvolutionLayerKernel(const NEDirectConvolutionLayerKernel &) = delete; /** Prevent instances of this class from being copied (As this class contains pointers) */ NEDirectConvolutionLayerKernel &operator=(const NEDirectConvolutionLayerKernel &) = delete; /** Allow instances of this class to be moved */ NEDirectConvolutionLayerKernel(NEDirectConvolutionLayerKernel &&) = default; /** Allow instances of this class to be moved */ NEDirectConvolutionLayerKernel &operator=(NEDirectConvolutionLayerKernel &&) = default; /** Default destructor */ ~NEDirectConvolutionLayerKernel() = default; /** Set the input, weights and output tensors. * * @param[in] input Input tensor. Data types supported: QS8/F32. * @param[in] weights Set of kernels to convolve the input volume. * The 3rd dimension must be the same as the input's volume 3rd dimension. * Data type supported: Same as @p input. * @param[out] output Output tensor. * The 3rd dimensions must be equal to the 4th dimension of the @p kernels tensor. Data types supported: Same as @p input. * @param[in] conv_info Contains padding and stride information described in @ref PadStrideInfo. */ void configure(const ITensor *input, const ITensor *weights, ITensor *output, const PadStrideInfo &conv_info); // Inherited methods overridden: void run(const Window &window) override; BorderSize border_size() const override; private: const ITensor *_input; const ITensor *_weights; ITensor *_output; PadStrideInfo _conv_info; BorderSize _border_size; unsigned int _kernel_size; unsigned int _num_elems_read_per_iteration; unsigned int _num_elems_written_per_iteration; }; } #endif /*__ARM_COMPUTE_NEDIRECTCONVOLUTIONLAYERKERNEL_H__ */