/* * Copyright (c) 2017-2019 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_GCDEPTHWISECONVOLUTIONKERNEL3x3_H #define ARM_COMPUTE_GCDEPTHWISECONVOLUTIONKERNEL3x3_H #include "arm_compute/core/GLES_COMPUTE/IGCKernel.h" namespace arm_compute { class IGCTensor; /** Interface for the kernel to run a 3x3 depthwise convolution on a tensor. */ class GCDepthwiseConvolutionLayer3x3Kernel : public IGCKernel { public: /** Default constructor */ GCDepthwiseConvolutionLayer3x3Kernel(); /** Prevent instances of this class from being copied (As this class contains pointers) */ GCDepthwiseConvolutionLayer3x3Kernel(const GCDepthwiseConvolutionLayer3x3Kernel &) = delete; /** Prevent instances of this class from being copied (As this class contains pointers) */ GCDepthwiseConvolutionLayer3x3Kernel &operator=(const GCDepthwiseConvolutionLayer3x3Kernel &) = delete; /** Default Move Constructor. */ GCDepthwiseConvolutionLayer3x3Kernel(GCDepthwiseConvolutionLayer3x3Kernel &&) = default; /** Default move assignment operator */ GCDepthwiseConvolutionLayer3x3Kernel &operator=(GCDepthwiseConvolutionLayer3x3Kernel &&) = default; /** Initialize the function's source, destination, conv and border_size. * * @param[in] input Source tensor. DataType supported: F16. * @param[in] weights Weights tensor. A 3D tensor with dimensions [3, 3, IFM]. Data type supported: Same as @p input. * @param[in] biases (Optional) Biases tensor. A 1D tensor with dimensions [IFM]. Must be nullptr if not needed. * Data type supported: Same as @p input. * @param[out] output Destination tensor. Data type supported: Same as @p input. * @param[in] conv_info Padding and stride information to use for the convolution. * @param[in] depth_multiplier (Optional) Multiplier to apply to the input's depth in order to retrieve the output's depth. Defaults to 1. */ void configure(const IGCTensor *input, const IGCTensor *weights, const IGCTensor *biases, IGCTensor *output, const PadStrideInfo &conv_info, unsigned int depth_multiplier = 1); // Inherited methods overridden: void run(const Window &window) override; BorderSize border_size() const override; private: BorderSize _border_size; const IGCTensor *_input; IGCTensor *_output; const IGCTensor *_weights; const IGCTensor *_biases; unsigned int _conv_stride_x; unsigned int _conv_stride_y; unsigned int _conv_pad_left; unsigned int _conv_pad_top; gles::NDRange _lws; }; } // namespace arm_compute #endif /*ARM_COMPUTE_GCDEPTHWISECONVOLUTIONKERNEL3x3_H */