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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/core/NEON/kernels/NEMinMaxLocationKernel.h
downloadComputeLibrary-6ff3b19ee6120edf015fad8caab2991faa3070af.tar.gz
COMPMID-344 Updated doxygen
Change-Id: I32f7b84daa560e460b77216add529c8fa8b327ae
Diffstat (limited to 'arm_compute/core/NEON/kernels/NEMinMaxLocationKernel.h')
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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_NEMINMAXLOCATIONKERNEL_H__
+#define __ARM_COMPUTE_NEMINMAXLOCATIONKERNEL_H__
+
+#include "arm_compute/core/IArray.h"
+#include "arm_compute/core/NEON/INEKernel.h"
+
+#include <cstdint>
+#include <mutex>
+
+namespace arm_compute
+{
+class ITensor;
+using IImage = ITensor;
+
+/** Interface for the kernel to perform min max search on an image. */
+class NEMinMaxKernel : public INEKernel
+{
+public:
+ /** Default constructor */
+ NEMinMaxKernel();
+ /** Prevent instances of this class from being copied (As this class contains pointers) */
+ NEMinMaxKernel(const NEMinMaxKernel &) = delete;
+ /** Prevent instances of this class from being copied (As this class contains pointers) */
+ NEMinMaxKernel &operator=(const NEMinMaxKernel &) = delete;
+ /** Allow instances of this class to be moved */
+ NEMinMaxKernel(NEMinMaxKernel &&) = default;
+ /** Allow instances of this class to be moved */
+ NEMinMaxKernel &operator=(NEMinMaxKernel &&) = default;
+ /** Default destructor */
+ ~NEMinMaxKernel() = default;
+
+ /** Initialise the kernel's input and outputs.
+ *
+ * @param[in] input Input Image. Data types supported: U8/S16.
+ * @param[out] min Minimum value of image.
+ * @param[out] max Maximum value of image.
+ */
+ void configure(const IImage *input, int32_t *min, int32_t *max);
+ /** Resets global minimum and maximum. */
+ void reset();
+
+ // Inherited methods overridden:
+ void run(const Window &window) override;
+
+private:
+ /** Performs the min/max algorithm on U8 images on a given window.
+ *
+ * @param win The window to run the algorithm on.
+ */
+ void minmax_U8(const Window &win);
+ /** Performs the min/max algorithm on S16 images on a given window.
+ *
+ * @param win The window to run the algorithm on.
+ */
+ void minmax_S16(const Window &win);
+ /** Common signature for all the specialised MinMax functions
+ *
+ * @param[in] window Region on which to execute the kernel.
+ */
+ using MinMaxFunction = void (NEMinMaxKernel::*)(const Window &window);
+ /** MinMax function to use for the particular image types passed to configure() */
+ MinMaxFunction _func;
+ /** Helper to update min/max values **/
+ template <typename T>
+ void update_min_max(T min, T max);
+
+ const IImage *_input; /**< Input image. */
+ int32_t *_min; /**< Minimum value. */
+ int32_t *_max; /**< Maximum value. */
+ int32_t _min_init; /**< Value to initialise global minimum value. */
+ int32_t _max_init; /**< Value to initialise global maximum value. */
+ std::mutex _mtx; /**< Mutex used for result reduction. */
+};
+
+/** Interface for the kernel to find min max locations of an image. */
+class NEMinMaxLocationKernel : public INEKernel
+{
+public:
+ /** Default constructor */
+ NEMinMaxLocationKernel();
+ /** Prevent instances of this class from being copied (As this class contains pointers) */
+ NEMinMaxLocationKernel(const NEMinMaxLocationKernel &) = delete;
+ /** Prevent instances of this class from being copied (As this class contains pointers) */
+ NEMinMaxLocationKernel &operator=(const NEMinMaxLocationKernel &) = delete;
+ /** Allow instances of this class to be moved */
+ NEMinMaxLocationKernel(NEMinMaxLocationKernel &&) = default;
+ /** Allow instances of this class to be moved */
+ NEMinMaxLocationKernel &operator=(NEMinMaxLocationKernel &&) = default;
+ /** Default destructor */
+ ~NEMinMaxLocationKernel() = default;
+
+ /** Initialise the kernel's input and outputs.
+ *
+ * @param[in] input Input Image. Data types supported: U8 or S16.
+ * @param[out] min Minimum value of image.
+ * @param[out] max Maximum value of image.
+ * @param[out] min_loc Array of minimum value locations.
+ * @param[out] max_loc Array of maximum value locations.
+ * @param[out] min_count Number of minimum value encounters.
+ * @param[out] max_count Number of maximum value encounters.
+ */
+ void configure(const IImage *input, int32_t *min, int32_t *max,
+ ICoordinates2DArray *min_loc = nullptr, ICoordinates2DArray *max_loc = nullptr,
+ uint32_t *min_count = nullptr, uint32_t *max_count = nullptr);
+
+ // Inherited methods overridden:
+ void run(const Window &window) override;
+ bool is_parallelisable() const override;
+
+private:
+ /** Performs the min/max location algorithm on T type images on a given window.
+ *
+ * @param win The window to run the algorithm on.
+ */
+ template <class T, bool count_min, bool count_max, bool loc_min, bool loc_max>
+ void minmax_loc(const Window &win);
+ /** Common signature for all the specialised MinMaxLoc functions
+ *
+ * @param[in] window Region on which to execute the kernel.
+ */
+ using MinMaxLocFunction = void (NEMinMaxLocationKernel::*)(const Window &window);
+ /** MinMaxLoc function to use for the particular image types passed to configure() */
+ MinMaxLocFunction _func;
+ /** Helper to create a function pointer table for the parameterized MinMaxLocation functions. */
+ template <class T, typename>
+ struct create_func_table;
+
+ const IImage *_input; /**< Input image. */
+ int32_t *_min; /**< Minimum value. */
+ int32_t *_max; /**< Maximum value. */
+ uint32_t *_min_count; /**< Count of minimum value encounters. */
+ uint32_t *_max_count; /**< Count of maximum value encounters. */
+ ICoordinates2DArray *_min_loc; /**< Locations of minimum values. */
+ ICoordinates2DArray *_max_loc; /**< Locations of maximum values. */
+ unsigned int _num_elems_processed_per_iteration; /**< Elements processed per iteration. */
+};
+}
+#endif /*__ARM_COMPUTE_NEMINMAXLOCATIONKERNEL_H__ */