From 6ff3b19ee6120edf015fad8caab2991faa3070af Mon Sep 17 00:00:00 2001 From: Anthony Barbier Date: Mon, 4 Sep 2017 18:44:23 +0100 Subject: COMPMID-344 Updated doxygen Change-Id: I32f7b84daa560e460b77216add529c8fa8b327ae --- .../NEON/functions/NEDirectConvolutionLayer.h | 72 ++++++++++++++++++++++ 1 file changed, 72 insertions(+) create mode 100644 arm_compute/runtime/NEON/functions/NEDirectConvolutionLayer.h (limited to 'arm_compute/runtime/NEON/functions/NEDirectConvolutionLayer.h') diff --git a/arm_compute/runtime/NEON/functions/NEDirectConvolutionLayer.h b/arm_compute/runtime/NEON/functions/NEDirectConvolutionLayer.h new file mode 100644 index 0000000000..a356cac7c8 --- /dev/null +++ b/arm_compute/runtime/NEON/functions/NEDirectConvolutionLayer.h @@ -0,0 +1,72 @@ +/* + * 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_NEDIRECTCONVOLUTIONLAYER_H__ +#define __ARM_COMPUTE_NEDIRECTCONVOLUTIONLAYER_H__ + +#include "arm_compute/core/NEON/kernels/NEDirectConvolutionLayerBiasAccumulateKernel.h" +#include "arm_compute/core/NEON/kernels/NEDirectConvolutionLayerKernel.h" +#include "arm_compute/core/NEON/kernels/NEFillBorderKernel.h" +#include "arm_compute/core/Types.h" +#include "arm_compute/runtime/IFunction.h" +#include "arm_compute/runtime/Tensor.h" + +namespace arm_compute +{ +/** Function to run the direct convolution. + * + * This function calls the following NEON kernels: + * + * -# @ref NEFillBorderKernel for the input + * -# @ref NEDirectConvolutionLayerBiasAccumulateKernel + * -# @ref NEDirectConvolutionLayerKernel + */ +class NEDirectConvolutionLayer : public IFunction +{ +public: + /** Constructor */ + NEDirectConvolutionLayer(); + /** Set the input, weights, biases and output tensors. + * + * @param[in, out] input Input tensor. Data types supported: QS8/F32. + * @param[in] weights Set of kernels to convolve the input volume. + * The 3rd dimension must be the same as the input's volume 3rd dimension. + * Data type supported: Same as @p input. + * @param[in] bias Set of biases. Data type supported: Same as @p input. + * @param[out] output Output tensor. + * The 3rd dimensions must be equal to the 4th dimension of the @p kernels tensor. Data types supported: Same as @p input. + * @param[in] conv_info Contains padding and stride information described in @ref PadStrideInfo. + */ + void configure(ITensor *input, const ITensor *weights, const ITensor *bias, ITensor *output, const PadStrideInfo &conv_info); + + // Inherited methods overridden: + void run() override; + +private: + NEDirectConvolutionLayerBiasAccumulateKernel _accumulate_bias_kernel; + NEDirectConvolutionLayerKernel _conv_kernel; + NEFillBorderKernel _input_border_handler; + Tensor _accumulator; +}; +} +#endif /* __ARM_COMPUTE_NEDIRECTCONVOLUTIONLAYER_H__ */ -- cgit v1.2.1