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author | Anthony Barbier <anthony.barbier@arm.com> | 2017-09-04 18:44:23 +0100 |
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committer | Anthony Barbier <anthony.barbier@arm.com> | 2018-09-17 13:03:09 +0100 |
commit | 6ff3b19ee6120edf015fad8caab2991faa3070af (patch) | |
tree | a7a6dcd16dfd56d79fa1b56a313caeebcc939b68 /arm_compute/runtime/CL/functions/CLLocallyConnectedLayer.h | |
download | ComputeLibrary-6ff3b19ee6120edf015fad8caab2991faa3070af.tar.gz |
COMPMID-344 Updated doxygen
Change-Id: I32f7b84daa560e460b77216add529c8fa8b327ae
Diffstat (limited to 'arm_compute/runtime/CL/functions/CLLocallyConnectedLayer.h')
-rw-r--r-- | arm_compute/runtime/CL/functions/CLLocallyConnectedLayer.h | 79 |
1 files changed, 79 insertions, 0 deletions
diff --git a/arm_compute/runtime/CL/functions/CLLocallyConnectedLayer.h b/arm_compute/runtime/CL/functions/CLLocallyConnectedLayer.h new file mode 100644 index 0000000000..b4e469196e --- /dev/null +++ b/arm_compute/runtime/CL/functions/CLLocallyConnectedLayer.h @@ -0,0 +1,79 @@ +/* + * 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_CLLOCALLYCONNECTEDLAYER_H__ +#define __ARM_COMPUTE_CLLOCALLYCONNECTEDLAYER_H__ + +#include "arm_compute/runtime/IFunction.h" + +#include "arm_compute/core/CL/kernels/CLCol2ImKernel.h" +#include "arm_compute/core/CL/kernels/CLIm2ColKernel.h" +#include "arm_compute/core/CL/kernels/CLLocallyConnectedMatrixMultiplyKernel.h" +#include "arm_compute/core/CL/kernels/CLWeightsReshapeKernel.h" +#include "arm_compute/core/Types.h" +#include "arm_compute/runtime/CL/CLTensor.h" + +namespace arm_compute +{ +class ICLTensor; + +/** Basic function to compute the locally connected layer. This function calls the following OpenCL kernels: + * + * -# @ref CLLocallyConnectedLayerWeightsReshapeKernel (executed only once for each configuration) + * -# @ref CLIm2ColKernel + * -# @ref CLLocallyConnectedMatrixMultiplyKernel + * -# @ref CLCol2ImKernel + */ +class CLLocallyConnectedLayer : public IFunction +{ +public: + /** Default constructor */ + CLLocallyConnectedLayer(); + /** 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] weights Weights tensor. Weights are 5D tensor with dimensions [kernel_x, kernel_y, IFM, OFM, num_patches]. Data type supported:Same as @p input. + * @param[in] biases Biases tensor. Shared biases supported. Biases are 2D tensor with dimensions [OFM, num_patches]. Data type supported:Same as @p input. + * @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] conv_info Contains padding and stride information described in @ref PadStrideInfo. + */ + void configure(const ICLTensor *input, const ICLTensor *weights, const ICLTensor *biases, ICLTensor *output, const PadStrideInfo &conv_info); + + // Inherited methods overridden: + void run() override; + +private: + CLIm2ColKernel _input_im2col_kernel; + CLLocallyConnectedLayerWeightsReshapeKernel _weights_reshape_kernel; + CLLocallyConnectedMatrixMultiplyKernel _mm_kernel; + CLCol2ImKernel _output_col2im_kernel; + CLTensor _input_im2col_reshaped; + CLTensor _weights_reshaped; + CLTensor _gemm_output; + bool _is_first_run; +}; +} +#endif /* __ARM_COMPUTE_CLLOCALLYCONNECTEDLAYER_H__ */ |