/* * 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_CL_DEPTHWISE_CONVOLUTION_H__ #define __ARM_COMPUTE_CL_DEPTHWISE_CONVOLUTION_H__ #include "arm_compute/core/CL/kernels/CLDepthwiseConvolutionKernel.h" #include "arm_compute/core/CL/kernels/CLFillBorderKernel.h" #include "arm_compute/core/Types.h" #include "arm_compute/runtime/CL/CLTensor.h" #include "arm_compute/runtime/CL/ICLSimpleFunction.h" #include "arm_compute/runtime/IFunction.h" #include namespace arm_compute { class ICLTensor; /** Basic function to execute depthwise convolution. This function calls the following OpenCL kernels: * * -# @ref CLFillBorderKernel (executed if border_mode == CONSTANT or border_mode == REPLICATE) * -# @ref CLDepthwiseConvolutionKernel * */ class CLDepthwiseConvolution : public IFunction { public: /** Default constructor */ CLDepthwiseConvolution(); /** Initialize the function's source, destination, conv and border_size. * * @param[in] input Source tensor. DataType supported: F32. (Written to only for border filling). * @param[out] output Destination tensor. DataType supported: F32. * @param[in] weights Weights tensor. These are 3D tensors with dimensions [3, 3, IFM]. Data type supported: Same as @p input. * @param[in] conv_info Padding and stride information to use for the convolution. DataType supported: F32. */ void configure(ICLTensor *input, ICLTensor *output, const ICLTensor *weights, const PadStrideInfo &conv_info); // Inherited methods overriden: void run() override; private: CLDepthwiseConvolutionKernel _kernel; CLFillBorderKernel _border_handler; }; } #endif /*__ARM_COMPUTE_CL_DEPTHWISE_CONVOLUTION_H__ */