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authorAnthony Barbier <anthony.barbier@arm.com>2017-09-04 18:44:23 +0100
committerAnthony Barbier <anthony.barbier@arm.com>2018-09-17 13:03:09 +0100
commit6ff3b19ee6120edf015fad8caab2991faa3070af (patch)
treea7a6dcd16dfd56d79fa1b56a313caeebcc939b68 /arm_compute/runtime/NEON/functions/NEDirectConvolutionLayer.h
downloadComputeLibrary-6ff3b19ee6120edf015fad8caab2991faa3070af.tar.gz
COMPMID-344 Updated doxygen
Change-Id: I32f7b84daa560e460b77216add529c8fa8b327ae
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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_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__ */