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Diffstat (limited to 'arm_compute/runtime/CL/functions/CLDepthwiseSeparableConvolutionLayer.h')
-rw-r--r-- | arm_compute/runtime/CL/functions/CLDepthwiseSeparableConvolutionLayer.h | 76 |
1 files changed, 76 insertions, 0 deletions
diff --git a/arm_compute/runtime/CL/functions/CLDepthwiseSeparableConvolutionLayer.h b/arm_compute/runtime/CL/functions/CLDepthwiseSeparableConvolutionLayer.h new file mode 100644 index 0000000000..7dabed1814 --- /dev/null +++ b/arm_compute/runtime/CL/functions/CLDepthwiseSeparableConvolutionLayer.h @@ -0,0 +1,76 @@ +/* + * 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_SEPARABLE_CONVOLUTION_H__ +#define __ARM_COMPUTE_CL_DEPTHWISE_SEPARABLE_CONVOLUTION_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/CL/functions/CLDepthwiseConvolution.h" +#include "arm_compute/runtime/CL/functions/CLDirectConvolutionLayer.h" +#include "arm_compute/runtime/IFunction.h" + +#include <cstdint> + +namespace arm_compute +{ +class ICLTensor; + +/** Basic function to execute depthwise convolution. This function calls the following OpenCL kernels and function: + * + * -# @ref CLDepthwiseConvolution + * -# @ref CLDirectConvolutionLayer + * + */ +class CLDepthwiseSeparableConvolutionLayer : public IFunction +{ +public: + /** Default constructor */ + CLDepthwiseSeparableConvolutionLayer(); + /** Set the input and output tensors. + * + * @param[in] input Source tensor. 3 lower dimensions represent a single input [width, height, IFM], + * while every optional dimension from 4 and above represent a batch of inputs. Data types supported: F32. + * @param[in] depthwise_weights Depthwise convolution weights tensor. These are 3D tensors with dimensions [kernel_x, kernel_y, IFM]. Data type supported: Same as @p input. + * @param[out] depthwise_out Depthwise destination tensor. + * @param[in] pointwise_weights Pointwise convolution weights tensor. These are 4D tensors with dimensions [1, 1, IFM, OFM]. Data type supported: Same as @p input. + * @param[in] biases Biases tensor. Shared biases supported. Biases are 1D tensor with dimensions [OFM]. Data type supported: Same as @p weights. + * @param[out] output Destination tensor. 3 lower dimensions represent a single output [width, height, OFM], while the rest represent batch of outputs. + * Data types supported: Same as @p input. + * @param[in] depthwise_conv_info Contains padding and stride information described in @ref PadStrideInfo for depthwise convolution. + * @param[in] pointwise_conv_info Contains padding and stride information described in @ref PadStrideInfo for pointwise convolution. + */ + void configure(ICLTensor *input, const ICLTensor *depthwise_weights, ICLTensor *depthwise_out, const ICLTensor *pointwise_weights, const ICLTensor *biases, ICLTensor *output, + const PadStrideInfo &depthwise_conv_info, + const PadStrideInfo &pointwise_conv_info); + + // Inherited methods overriden: + void run() override; + +private: + CLDepthwiseConvolution _depthwise_conv; + CLDirectConvolutionLayer _pointwise_conv; +}; +} +#endif /*__ARM_COMPUTE_CL_DEPTHWISE_SEPARABLE_CONVOLUTION_H__ */ |