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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/NEConvolution.h
downloadComputeLibrary-6ff3b19ee6120edf015fad8caab2991faa3070af.tar.gz
COMPMID-344 Updated doxygen
Change-Id: I32f7b84daa560e460b77216add529c8fa8b327ae
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+/*
+ * Copyright (c) 2016, 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_NECONVOLUTION_H__
+#define __ARM_COMPUTE_NECONVOLUTION_H__
+
+#include "arm_compute/core/NEON/kernels/NEConvolutionKernel.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/NEON/INESimpleFunction.h"
+#include "arm_compute/runtime/Tensor.h"
+
+#include <cstdint>
+
+namespace arm_compute
+{
+class ITensor;
+
+/** Basic function to execute convolution of size 3x3. This function calls the following NEON kernels:
+ *
+ * -# @ref NEFillBorderKernel (executed if border_mode == CONSTANT or border_mode == REPLICATE)
+ * -# @ref NEConvolution3x3Kernel
+ *
+ */
+class NEConvolution3x3 : public INESimpleFunction
+{
+public:
+ /** Initialize the function's source, destination, conv and border_mode.
+ *
+ * @param[in,out] input Source tensor. Data type supported: U8. (Written to only for @p border_mode != UNDEFINED)
+ * @param[out] output Destination tensor, Data types supported: U8/S16.
+ * @param[in] conv Matrix_size x matrix_size S16 coefficients structured as a row-major 2D array in a linear buffer.
+ * @param[in] scale Scale of the convolution matrix. If 0 is passed, it will be set to the sum of the coefficients of the convolution or 1 if they add up to 0.
+ * @param[in] border_mode Strategy to use for borders.
+ * @param[in] constant_border_value (Optional) Constant value to use for borders if border_mode is set to CONSTANT.
+ */
+ void configure(ITensor *input, ITensor *output, const int16_t *conv, uint32_t scale, BorderMode border_mode, uint8_t constant_border_value = 0);
+};
+
+/** Basic function to execute convolution of size 5x5, 7x7, 9x9. This function calls the following NEON kernels:
+ *
+ * -# @ref NEFillBorderKernel (executed if border_mode == CONSTANT or border_mode == REPLICATE)
+ * -# @ref NEConvolutionKernel or<br/>
+ * @ref NESeparableConvolutionHorKernel and @ref NESeparableConvolutionVertKernel (if convolution matrix is separable)
+ *
+ */
+template <unsigned int matrix_size>
+class NEConvolutionSquare : public IFunction
+{
+public:
+ /** Default constructor */
+ NEConvolutionSquare();
+ /** Initialize the function's source, destination, conv and border_mode.
+ *
+ * @param[in,out] input Source tensor. Data type supported: U8. (Written to only for @p border_mode != UNDEFINED)
+ * @param[out] output Destination tensor, Data types supported: U8 or S16.
+ * @param[in] conv matrix_size x matrix_size S16 coefficients structured as a row-major 2D array in a linear buffer.
+ * @param[in] scale Scale of the convolution matrix. If 0 is passed, it will be set to the sum of the coefficients of the convolution or 1 if they add up to 0.
+ * @param[in] border_mode Strategy to use for borders.
+ * @param[in] constant_border_value (Optional) Constant value to use for borders if border_mode is set to CONSTANT.
+ */
+ void configure(ITensor *input, ITensor *output, const int16_t *conv, uint32_t scale, BorderMode border_mode, uint8_t constant_border_value = 0);
+
+ // Inherited methods overridden:
+ void run() override;
+
+private:
+ Tensor _tmp; /**< temporary buffer for output of horizontal pass */
+ bool _is_separable; /**< true if the convolution can be separated */
+ NESeparableConvolutionHorKernel<matrix_size> _kernel_hor; /**< kernel for horizontal pass of separated convolution */
+ NESeparableConvolutionVertKernel<matrix_size> _kernel_vert; /**< kernel for vertical pass of separated convolution */
+ NEConvolutionKernel<matrix_size> _kernel; /**< kernel for non-separated convolution **/
+ NEFillBorderKernel _border_handler; /**< kernel for border handling */
+};
+
+/** Basic function to run 5x5 convolution. */
+using NEConvolution5x5 = NEConvolutionSquare<5>;
+/** Basic function to run 7x7 convolution. */
+using NEConvolution7x7 = NEConvolutionSquare<7>;
+/** Basic function to run 9x9 convolution. */
+using NEConvolution9x9 = NEConvolutionSquare<9>;
+
+/** Basic function to execute non-square convolution. This function calls the following NEON kernels:
+ *
+ * -# @ref NEFillBorderKernel (executed if border_mode == CONSTANT or border_mode == REPLICATE)
+ * -# @ref NEConvolutionRectangleKernel or<br/>
+ *
+ * @note Convolution rectangle should have dimensions of 3, 5, 7, 9
+ */
+class NEConvolutionRectangle : public INESimpleFunction
+{
+public:
+ /** Initialize the function's source, destination, conv and border_mode.
+ *
+ * @param[in,out] input Source tensor. Data type supported: U8. (Written to only for @p border_mode != UNDEFINED)
+ * @param[out] output Destination tensor, Data types supported: U8 or S16.
+ * @param[in] conv Matrix_size x matrix_size S16 coefficients structured as a row-major 2D array in a linear buffer.
+ * @param[in] rows Rows of convolution kernel.
+ * @param[in] cols Columns of convolution kernel.
+ * @param[in] scale Scale of the convolution matrix. If 0 is passed, it will be set to the sum of the coefficients of the convolution or 1 if they add up to 0.
+ * @param[in] border_mode Strategy to use for borders.
+ * @param[in] constant_border_value (Optional) Constant value to use for borders if border_mode is set to CONSTANT.
+ */
+ void configure(ITensor *input, ITensor *output, const int16_t *conv, uint32_t rows, uint32_t cols, uint32_t scale, BorderMode border_mode, uint8_t constant_border_value = 0);
+};
+}
+#endif /*__ARM_COMPUTE_NECONVOLUTION_H__ */