From 04a8f8c4994f1c32b3f16a832c0e6f2599364c02 Mon Sep 17 00:00:00 2001 From: Giorgio Arena Date: Thu, 23 Nov 2017 11:45:24 +0000 Subject: COMPMID-692 Consistent names for the interfaces Change-Id: I4b1f3f0da9ff5342c7de7083736fe91871d14e5b Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/110351 Tested-by: BSG Visual Compute Jenkins server to access repositories on http://mpd-gerrit.cambridge.arm.com Reviewed-by: Georgios Pinitas Reviewed-by: Anthony Barbier --- .../CL/functions/CLDepthwiseConvolutionLayer.h | 110 +++++++++++++++++++++ 1 file changed, 110 insertions(+) create mode 100644 arm_compute/runtime/CL/functions/CLDepthwiseConvolutionLayer.h (limited to 'arm_compute/runtime/CL/functions/CLDepthwiseConvolutionLayer.h') diff --git a/arm_compute/runtime/CL/functions/CLDepthwiseConvolutionLayer.h b/arm_compute/runtime/CL/functions/CLDepthwiseConvolutionLayer.h new file mode 100644 index 0000000000..f7899415d2 --- /dev/null +++ b/arm_compute/runtime/CL/functions/CLDepthwiseConvolutionLayer.h @@ -0,0 +1,110 @@ +/* + * 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_CLDEPTHWISECONVOLUTION_H__ +#define __ARM_COMPUTE_CLDEPTHWISECONVOLUTION_H__ + +#include "arm_compute/core/CL/kernels/CLDepthwiseConvolutionLayer3x3Kernel.h" +#include "arm_compute/core/CL/kernels/CLDepthwiseIm2ColKernel.h" +#include "arm_compute/core/CL/kernels/CLDepthwiseVectorToTensorKernel.h" +#include "arm_compute/core/CL/kernels/CLDepthwiseWeightsReshapeKernel.h" +#include "arm_compute/core/CL/kernels/CLFillBorderKernel.h" +#include "arm_compute/core/CL/kernels/CLGEMMMatrixVectorMultiplyKernel.h" +#include "arm_compute/core/Types.h" +#include "arm_compute/runtime/CL/CLTensor.h" +#include "arm_compute/runtime/IFunction.h" + +namespace arm_compute +{ +class ICLTensor; + +/** Basic function to execute a depthwise convolution for kernel size 3x3xC. This function calls the following OpenCL kernels: + * + * -# @ref CLDepthwiseConvolutionLayer3x3Kernel + * -# @ref CLFillBorderKernel (if pad_x or pad_y > 0) + * + */ +class CLDepthwiseConvolutionLayer3x3 : public IFunction +{ +public: + /** Default constructor */ + CLDepthwiseConvolutionLayer3x3(); + /** Initialize the function's source, destination, conv and border_size. + * + * @param[in, out] input Source tensor. Data type supported: QASYMM8/F32. (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 (Optional) 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. + */ + void configure(ICLTensor *input, const ICLTensor *weights, const ICLTensor *biases, ICLTensor *output, const PadStrideInfo &conv_info); + + // Inherited methods overriden: + void run() override; + +private: + CLDepthwiseConvolutionLayer3x3Kernel _kernel; + CLFillBorderKernel _border_handler; +}; + +/** Basic function to execute a generic depthwise convolution. This function calls the following OpenCL kernels: + * + * -# @ref CLDepthwiseIm2ColKernel + * -# @ref CLGEMMMatrixVectorMultiplyKernel + * -# @ref CLDepthwiseWeightsReshapeKernel + * -# @ref CLFillBorderKernel (if pad_x or pad_y > 0) + * + */ +class CLDepthwiseConvolutionLayer : public IFunction +{ +public: + /** Default constructor */ + CLDepthwiseConvolutionLayer(); + /** Initialize the function's source, destination, weights and convolution information. + * + * @param[in, out] input Source tensor. Data type supported: F32. (Written to only for border filling). + * @param[in] weights Weights tensor. These are 3D tensors with shape [kernel_x, kernel_y, IFM]. Data type supported: Same as @p input. + * @param[in] biases (Optional) 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. + */ + void configure(ICLTensor *input, const ICLTensor *weights, const ICLTensor *biases, ICLTensor *output, const PadStrideInfo &conv_info); + + // Inherited methods overriden: + void run() override; + +private: + CLDepthwiseIm2ColKernel _im2col_kernel; + CLDepthwiseWeightsReshapeKernel _weights_reshape_kernel; + CLGEMMMatrixVectorMultiplyKernel _v2mm_kernel; + CLDepthwiseVectorToTensorKernel _vector_to_tensor_kernel; + CLFillBorderKernel _v2mm_input_fill_border; + CLFillBorderKernel _v2mm_weights_fill_border; + CLTensor _input_reshaped; + CLTensor _weights_reshaped; + CLTensor _v2mm_output; +}; +} +#endif /*__ARM_COMPUTE_CLDEPTHWISECONVOLUTION_H__ */ -- cgit v1.2.1