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-rw-r--r--arm_compute/core/CPP/kernels/CPPBoxWithNonMaximaSuppressionLimitKernel.h18
-rw-r--r--arm_compute/core/CPP/kernels/CPPCornerCandidatesKernel.h80
-rw-r--r--arm_compute/core/CPP/kernels/CPPDetectionWindowNonMaximaSuppressionKernel.h77
-rw-r--r--arm_compute/core/CPP/kernels/CPPNonMaximumSuppressionKernel.h18
-rw-r--r--arm_compute/core/CPP/kernels/CPPSortEuclideanDistanceKernel.h73
-rw-r--r--arm_compute/core/CPP/kernels/CPPTopKVKernel.h3
6 files changed, 28 insertions, 241 deletions
diff --git a/arm_compute/core/CPP/kernels/CPPBoxWithNonMaximaSuppressionLimitKernel.h b/arm_compute/core/CPP/kernels/CPPBoxWithNonMaximaSuppressionLimitKernel.h
index 068b37d80c..dd91595ea6 100644
--- a/arm_compute/core/CPP/kernels/CPPBoxWithNonMaximaSuppressionLimitKernel.h
+++ b/arm_compute/core/CPP/kernels/CPPBoxWithNonMaximaSuppressionLimitKernel.h
@@ -63,8 +63,16 @@ public:
* @param[out] keeps_size (Optional) Number of filtered indices per class tensor of size [num_classes]. Data types supported: U32
* @param[in] info (Optional) BoxNMSLimitInfo information.
*/
- void configure(const ITensor *scores_in, const ITensor *boxes_in, const ITensor *batch_splits_in, ITensor *scores_out, ITensor *boxes_out, ITensor *classes,
- ITensor *batch_splits_out = nullptr, ITensor *keeps = nullptr, ITensor *keeps_size = nullptr, const BoxNMSLimitInfo info = BoxNMSLimitInfo());
+ void configure(const ITensor *scores_in,
+ const ITensor *boxes_in,
+ const ITensor *batch_splits_in,
+ ITensor *scores_out,
+ ITensor *boxes_out,
+ ITensor *classes,
+ ITensor *batch_splits_out = nullptr,
+ ITensor *keeps = nullptr,
+ ITensor *keeps_size = nullptr,
+ const BoxNMSLimitInfo info = BoxNMSLimitInfo());
// Inherited methods overridden:
void run(const Window &window, const ThreadInfo &info) override;
@@ -74,9 +82,9 @@ public:
void run_nmslimit();
private:
- const ITensor *_scores_in;
- const ITensor *_boxes_in;
- const ITensor *_batch_splits_in;
+ const ITensor *_scores_in;
+ const ITensor *_boxes_in;
+ const ITensor *_batch_splits_in;
ITensor *_scores_out;
ITensor *_boxes_out;
ITensor *_classes;
diff --git a/arm_compute/core/CPP/kernels/CPPCornerCandidatesKernel.h b/arm_compute/core/CPP/kernels/CPPCornerCandidatesKernel.h
deleted file mode 100644
index e4fd250a61..0000000000
--- a/arm_compute/core/CPP/kernels/CPPCornerCandidatesKernel.h
+++ /dev/null
@@ -1,80 +0,0 @@
-/*
- * Copyright (c) 2017-2020 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_CPPCORNERCANDIDATESKERNEL_H
-#define ARM_COMPUTE_CPPCORNERCANDIDATESKERNEL_H
-
-#include "arm_compute/core/CPP/ICPPKernel.h"
-#include "arm_compute/core/IArray.h"
-
-#include "support/Mutex.h"
-
-#include <cstdint>
-
-namespace arm_compute
-{
-class ITensor;
-/** Interface for CPP Images. */
-using IImage = ITensor;
-
-/** CPP kernel to perform corner candidates
- */
-class CPPCornerCandidatesKernel : public ICPPKernel
-{
-public:
- const char *name() const override
- {
- return "CPPCornerCandidatesKernel";
- }
- /** Default constructor */
- CPPCornerCandidatesKernel();
- /** Prevent instances of this class from being copied (As this class contains pointers) */
- CPPCornerCandidatesKernel(const CPPCornerCandidatesKernel &) = delete;
- /** Prevent instances of this class from being copied (As this class contains pointers) */
- CPPCornerCandidatesKernel &operator=(const CPPCornerCandidatesKernel &) = delete;
- /** Prevent instances of this class from being moved (As this class contains non movable objects) */
- CPPCornerCandidatesKernel(CPPCornerCandidatesKernel &&) = delete;
- /** Prevent instances of this class from being moved (As this class contains non movable objects) */
- CPPCornerCandidatesKernel &operator=(CPPCornerCandidatesKernel &&) = delete;
- /** Default destructor */
- ~CPPCornerCandidatesKernel() = default;
-
- /** Setup the kernel parameters
- *
- * @param[in] input Source image (harris score). Format supported F32
- * @param[out] output Destination array of InternalKeypoint
- * @param[out] num_corner_candidates Number of corner candidates
- */
- void configure(const IImage *input, InternalKeypoint *output, int32_t *num_corner_candidates);
-
- // Inherited methods overridden:
- void run(const Window &window, const ThreadInfo &info) override;
-
-private:
- int32_t *_num_corner_candidates; /**< Number of corner candidates */
- arm_compute::Mutex _corner_candidates_mutex; /**< Mutex to preventing race conditions */
- const IImage *_input; /**< Source image - Harris score */
- InternalKeypoint *_output; /**< Array of NEInternalKeypoint */
-};
-} // namespace arm_compute
-#endif /* ARM_COMPUTE_CPPCORNERCANDIDATESKERNEL_H */
diff --git a/arm_compute/core/CPP/kernels/CPPDetectionWindowNonMaximaSuppressionKernel.h b/arm_compute/core/CPP/kernels/CPPDetectionWindowNonMaximaSuppressionKernel.h
deleted file mode 100644
index 5275a357b3..0000000000
--- a/arm_compute/core/CPP/kernels/CPPDetectionWindowNonMaximaSuppressionKernel.h
+++ /dev/null
@@ -1,77 +0,0 @@
-/*
- * Copyright (c) 2017-2020 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_CPPDETECTIONWINDOWNONMAXIMASUPPRESSIONKERNEL_H
-#define ARM_COMPUTE_CPPDETECTIONWINDOWNONMAXIMASUPPRESSIONKERNEL_H
-
-#include "arm_compute/core/CPP/ICPPKernel.h"
-#include "arm_compute/core/IArray.h"
-#include "arm_compute/core/IHOG.h"
-#include "arm_compute/core/Types.h"
-
-namespace arm_compute
-{
-/** CPP kernel to perform in-place computation of euclidean distance on IDetectionWindowArray
- *
- * @note This kernel is meant to be used alongside HOG or other object detection algorithms to perform a non-maxima suppression on a
- * IDetectionWindowArray
- */
-class CPPDetectionWindowNonMaximaSuppressionKernel : public ICPPKernel
-{
-public:
- const char *name() const override
- {
- return "CPPDetectionWindowNonMaximaSuppressionKernel";
- }
- /** Default constructor */
- CPPDetectionWindowNonMaximaSuppressionKernel();
- /** Prevent instances of this class from being copied (As this class contains pointers) */
- CPPDetectionWindowNonMaximaSuppressionKernel(const CPPDetectionWindowNonMaximaSuppressionKernel &) = delete;
- /** Prevent instances of this class from being copied (As this class contains pointers) */
- CPPDetectionWindowNonMaximaSuppressionKernel &operator=(const CPPDetectionWindowNonMaximaSuppressionKernel &) = delete;
- /** Allow instances of this class to be moved */
- CPPDetectionWindowNonMaximaSuppressionKernel(CPPDetectionWindowNonMaximaSuppressionKernel &&) = default;
- /** Allow instances of this class to be moved */
- CPPDetectionWindowNonMaximaSuppressionKernel &operator=(CPPDetectionWindowNonMaximaSuppressionKernel &&) = default;
- /** Default destructor */
- ~CPPDetectionWindowNonMaximaSuppressionKernel() = default;
- /** Initialise the kernel's input, output and the euclidean minimum distance
- *
- * @attention: If @ref IDetectionWindowArray is passed to the kernel, the map() and unmap() methods @ref IDetectionWindowArray must be called respectively before and after
- * the run() method of @ref CPPDetectionWindowNonMaximaSuppressionKernel
- *
- * @param[in, out] input_output Input/Output array of @ref DetectionWindow
- * @param[in] min_distance Radial Euclidean distance for non-maxima suppression
- */
- void configure(IDetectionWindowArray *input_output, float min_distance);
-
- // Inherited methods overridden:
- void run(const Window &window, const ThreadInfo &info) override;
- bool is_parallelisable() const override;
-
-private:
- IDetectionWindowArray *_input_output;
- float _min_distance;
-};
-} // namespace arm_compute
-#endif /* ARM_COMPUTE_CPPDETECTIONWINDOWNONMAXIMASUPPRESSIONKERNEL_H */
diff --git a/arm_compute/core/CPP/kernels/CPPNonMaximumSuppressionKernel.h b/arm_compute/core/CPP/kernels/CPPNonMaximumSuppressionKernel.h
index e32b5d8f7b..d1f7f8670f 100644
--- a/arm_compute/core/CPP/kernels/CPPNonMaximumSuppressionKernel.h
+++ b/arm_compute/core/CPP/kernels/CPPNonMaximumSuppressionKernel.h
@@ -24,9 +24,8 @@
#ifndef ARM_COMPUTE_CPP_NONMAXIMUMSUPPRESSIONKERNEL_LAYER_H
#define ARM_COMPUTE_CPP_NONMAXIMUMSUPPRESSIONKERNEL_LAYER_H
-#include "arm_compute/runtime/CPP/ICPPSimpleFunction.h"
-
#include "arm_compute/core/Types.h"
+#include "arm_compute/runtime/CPP/ICPPSimpleFunction.h"
namespace arm_compute
{
@@ -65,7 +64,12 @@ public:
* @param[in] iou_threshold The threshold used in non maximum suppression.
*
*/
- void configure(const ITensor *input_bboxes, const ITensor *input_scores, ITensor *output_indices, unsigned int max_output_size, const float score_threshold, const float iou_threshold);
+ void configure(const ITensor *input_bboxes,
+ const ITensor *input_scores,
+ ITensor *output_indices,
+ unsigned int max_output_size,
+ const float score_threshold,
+ const float iou_threshold);
/** Static function to check if given arguments will lead to a valid configuration of @ref CPPNonMaximumSuppressionKernel
*
@@ -77,8 +81,12 @@ public:
* @param[in] iou_threshold The threshold used in non maximum suppression.
*
*/
- static Status validate(const ITensorInfo *input_bboxes, const ITensorInfo *input_scores, const ITensorInfo *output_indices, unsigned int max_output_size,
- const float score_threshold, const float iou_threshold);
+ static Status validate(const ITensorInfo *input_bboxes,
+ const ITensorInfo *input_scores,
+ const ITensorInfo *output_indices,
+ unsigned int max_output_size,
+ const float score_threshold,
+ const float iou_threshold);
// Inherited methods overridden:
void run(const Window &window, const ThreadInfo &info) override;
diff --git a/arm_compute/core/CPP/kernels/CPPSortEuclideanDistanceKernel.h b/arm_compute/core/CPP/kernels/CPPSortEuclideanDistanceKernel.h
deleted file mode 100644
index be4076f5ce..0000000000
--- a/arm_compute/core/CPP/kernels/CPPSortEuclideanDistanceKernel.h
+++ /dev/null
@@ -1,73 +0,0 @@
-/*
- * Copyright (c) 2017-2019 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_CPPSORTEUCLIDEANDISTANCEKERNEL_H
-#define ARM_COMPUTE_CPPSORTEUCLIDEANDISTANCEKERNEL_H
-
-#include "arm_compute/core/CPP/ICPPKernel.h"
-#include "arm_compute/core/IArray.h"
-
-#include <cstdint>
-#include <mutex>
-
-namespace arm_compute
-{
-/** CPP kernel to perform sorting and euclidean distance */
-class CPPSortEuclideanDistanceKernel : public ICPPKernel
-{
-public:
- const char *name() const override
- {
- return "CPPSortEuclideanDistanceKernel";
- }
- /** Default constructor */
- CPPSortEuclideanDistanceKernel();
- /** Prevent instances of this class from being copied (As this class contains pointers) */
- CPPSortEuclideanDistanceKernel(const CPPSortEuclideanDistanceKernel &) = delete;
- /** Prevent instances of this class from being copied (As this class contains pointers) */
- CPPSortEuclideanDistanceKernel &operator=(const CPPSortEuclideanDistanceKernel &) = delete;
- /** Allow instances of this class to be moved */
- CPPSortEuclideanDistanceKernel(CPPSortEuclideanDistanceKernel &&) = default;
- /** Allow instances of this class to be moved */
- CPPSortEuclideanDistanceKernel &operator=(CPPSortEuclideanDistanceKernel &&) = default;
- /** Initialise the kernel's source, destination and border mode.
- *
- * @param[in,out] in_out Input internal keypoints. Marked as out as the kernel writes 0 in the strength member.
- * @param[out] output Output keypoints.
- * @param[in] num_corner_candidates Pointer to the number of corner candidates in the input array
- * @param[in] min_distance Radial Euclidean distance to use
- */
- void configure(InternalKeypoint *in_out, IKeyPointArray *output, const int32_t *num_corner_candidates, float min_distance);
-
- // Inherited methods overridden:
- void run(const Window &window, const ThreadInfo &info) override;
- bool is_parallelisable() const override;
-
-private:
- const int32_t *_num_corner_candidates; /**< Number of corner candidates */
- float _min_distance; /**< Radial Euclidean distance */
- InternalKeypoint *_in_out; /**< Source array of InternalKeypoint */
- IKeyPointArray *_output; /**< Destination array of IKeyPointArray */
-};
-} // namespace arm_compute
-#endif /* ARM_COMPUTE_CPPSORTEUCLIDEANDISTANCEKERNEL_H */
diff --git a/arm_compute/core/CPP/kernels/CPPTopKVKernel.h b/arm_compute/core/CPP/kernels/CPPTopKVKernel.h
index 1245dbc14c..7326a10e2f 100644
--- a/arm_compute/core/CPP/kernels/CPPTopKVKernel.h
+++ b/arm_compute/core/CPP/kernels/CPPTopKVKernel.h
@@ -69,7 +69,8 @@ public:
*
* @return a status
*/
- static Status validate(const ITensorInfo *predictions, const ITensorInfo *targets, ITensorInfo *output, const unsigned int k);
+ static Status
+ validate(const ITensorInfo *predictions, const ITensorInfo *targets, ITensorInfo *output, const unsigned int k);
// Inherited methods overridden:
void run(const Window &window, const ThreadInfo &info) override;