/* * 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_GCDEPTHWISECONVOLUTION_H__ #define __ARM_COMPUTE_GCDEPTHWISECONVOLUTION_H__ #include "arm_compute/core/GLES_COMPUTE/kernels/GCDepthwiseConvolutionLayer3x3Kernel.h" #include "arm_compute/core/GLES_COMPUTE/kernels/GCFillBorderKernel.h" #include "arm_compute/core/GLES_COMPUTE/kernels/GCTensorShiftKernel.h" #include "arm_compute/core/Types.h" #include "arm_compute/runtime/GLES_COMPUTE/functions/GCActivationLayer.h" #include "arm_compute/runtime/IFunction.h" namespace arm_compute { class IGCTensor; /** Basic function to execute a depthwise convolution for kernel size 3x3xC. This function calls the following OpenGLES kernels: * * -# @ref GCDepthwiseConvolutionLayer3x3Kernel * -# @ref GCFillBorderKernel (if pad_x or pad_y > 0) * */ class GCDepthwiseConvolutionLayer3x3 : public IFunction { public: /** Default constructor */ GCDepthwiseConvolutionLayer3x3(); /** Initialize the function's source, destination, conv and border_size. * * @param[in, out] input Source tensor. Data type supported: F16. (Written to only for border filling). * @param[in] weights Weights tensor. A 3D tensor with shape [3, 3, IFM]. Data type supported: Same as @p input. * @param[in] biases Biases tensor. A 1D tensor with shape [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. * @param[in] act_info (Optional) Activation layer information in case of a fused activation. * @param[in] dilation (Optional) Dilation, in elements, across x and y. Defaults to (1, 1). Currently supports (1,1) only. */ void configure(IGCTensor *input, const IGCTensor *weights, const IGCTensor *biases, IGCTensor *output, const PadStrideInfo &conv_info, unsigned int depth_multiplier = 1, const ActivationLayerInfo &act_info = ActivationLayerInfo(), const Size2D &dilation = Size2D(1U, 1U)); // Inherited methods overridden: void run() override final; private: std::unique_ptr _kernel; GCFillBorderKernel _border_handler; GCTensorShiftKernel _shift_handler; GCActivationLayer _activationlayer_function; bool _is_activationlayer_enabled; }; } #endif /*__ARM_COMPUTE_GCDEPTHWISECONVOLUTION_H__ */