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authorGiorgio Arena <giorgio.arena@arm.com>2017-08-23 16:36:24 +0100
committerAnthony Barbier <anthony.barbier@arm.com>2018-11-02 16:35:24 +0000
commit9fe414430c3c989b1cdc79d41e031495aed2cb7c (patch)
tree5f893eeb81fe75824918273f49171c85f108fe4e /arm_compute/core/CL/kernels/CLDepthwiseConvolutionKernel.h
parent580f4c7f6c2cbe320c606eb6ba73b3f4a20791ef (diff)
downloadComputeLibrary-9fe414430c3c989b1cdc79d41e031495aed2cb7c.tar.gz
COMPMID-452 CL Generic Depthwise Convolution implementation.
Change-Id: I115e48fe6ce5e281f3791aa5d80fdc754cdd2b5e Reviewed-on: http://mpd-gerrit.cambridge.arm.com/85082 Tested-by: Kaizen <jeremy.johnson+kaizengerrit@arm.com> Reviewed-by: Gian Marco Iodice <gianmarco.iodice@arm.com>
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diff --git a/arm_compute/core/CL/kernels/CLDepthwiseConvolutionKernel.h b/arm_compute/core/CL/kernels/CLDepthwiseConvolutionKernel.h
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-/*
- * 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_CLDEPTHWISECONVOLUTIONKERNEL_H__
-#define __ARM_COMPUTE_CLDEPTHWISECONVOLUTIONKERNEL_H__
-
-#include "arm_compute/core/CL/ICLKernel.h"
-
-namespace arm_compute
-{
-class ICLTensor;
-
-/** Interface for the kernel to run a 3x3 depthwise convolution on a tensor.
- */
-class CLDepthwiseConvolutionKernel : public ICLKernel
-{
-public:
- /** Default constructor */
- CLDepthwiseConvolutionKernel();
- /** Prevent instances of this class from being copied (As this class contains pointers) */
- CLDepthwiseConvolutionKernel(const CLDepthwiseConvolutionKernel &) = delete;
- /** Prevent instances of this class from being copied (As this class contains pointers) */
- CLDepthwiseConvolutionKernel &operator=(const CLDepthwiseConvolutionKernel &) = delete;
- /** Default Move Constructor. */
- CLDepthwiseConvolutionKernel(CLDepthwiseConvolutionKernel &&) = default;
- /** Default move assignment operator. */
- CLDepthwiseConvolutionKernel &operator=(CLDepthwiseConvolutionKernel &&) = default;
- /** Initialize the function's source, destination, conv and border_size.
- *
- * @param[in] input Source tensor. DataType supported: F32.
- * @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(const ICLTensor *input, ICLTensor *output, const ICLTensor *weights, const PadStrideInfo &conv_info);
-
- // Inherited methods overridden:
- void run(const Window &window, cl::CommandQueue &queue) override;
- BorderSize border_size() const override;
-
-private:
- BorderSize _border_size;
- const ICLTensor *_input;
- ICLTensor *_output;
- const ICLTensor *_weights;
- unsigned int _conv_stride_x;
- unsigned int _conv_stride_y;
- unsigned int _conv_pad_x;
- unsigned int _conv_pad_y;
-};
-} // namespace arm_compute
-#endif /*__ARM_COMPUTE_CLDEPTHWISECONVOLUTIONKERNEL_H__ */