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Diffstat (limited to 'libs/ARMComputeEx/arm_compute/core/CL/kernels/CLTopKV2Kernel.h')
| -rw-r--r-- | libs/ARMComputeEx/arm_compute/core/CL/kernels/CLTopKV2Kernel.h | 653 |
1 files changed, 0 insertions, 653 deletions
diff --git a/libs/ARMComputeEx/arm_compute/core/CL/kernels/CLTopKV2Kernel.h b/libs/ARMComputeEx/arm_compute/core/CL/kernels/CLTopKV2Kernel.h deleted file mode 100644 index eb2bad254..000000000 --- a/libs/ARMComputeEx/arm_compute/core/CL/kernels/CLTopKV2Kernel.h +++ /dev/null @@ -1,653 +0,0 @@ -/* - * Copyright (c) 2018 Samsung Electronics Co., Ltd. All Rights Reserved - * Copyright (c) 2016-2018 ARM Limited. - * - * Licensed under the Apache License, Version 2.0 (the "License"); - * you may not use this file except in compliance with the License. - * You may obtain a copy of the License at - * - * http://www.apache.org/licenses/LICENSE-2.0 - * - * Unless required by applicable law or agreed to in writing, software - * distributed under the License is distributed on an "AS IS" BASIS, - * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. - * See the License for the specific language governing permissions and - * limitations under the License. - */ - -/** - * @file CLTopKV2Kernel.h - * @brief This file defines classes for TopKV2Kernel - * @ingroup COM_AI_RUNTIME - */ - -#ifndef __ARM_COMPUTE_CLTOPKV2KERNEL_H__ -#define __ARM_COMPUTE_CLTOPKV2KERNEL_H__ - -#include "arm_compute/core/CL/ICLKernel.h" - -// these parameters can be changed -#define _ITEMS 16 // number of items in a group -#define _GROUPS 4 // the number of virtual processors is _ITEMS * _GROUPS -#define _HISTOSPLIT (_ITEMS * _GROUPS / 2) // number of splits of the histogram -#define PERMUT // store the final permutation -//////////////////////////////////////////////////////// - -namespace arm_compute -{ -class ICLTensor; - -/** - * @brief Class to define CLTopKV2Single - */ -class CLTopKV2Single : public ICLKernel -{ -public: - /** - * @brief Constructor - */ - CLTopKV2Single(); - /** - * @brief Prevent instances of this class from being copied (As this class contains pointers). - * @param [in] copiedInstance Const reference of CLTopKV2Single to be copied - */ - CLTopKV2Single(const CLTopKV2Single &) = delete; - /** - * @brief Prevent instances of this class from being copied (As this class contains pointers). - * @param [in] copiedInstance Const reference of CLTopKV2Single to be copied - * @return Reference of this instance - */ - CLTopKV2Single &operator=(const CLTopKV2Single &) = delete; - /** - * @brief Allow instances of this class to be moved - * @param [in] movedInstance Rvalue reference of CLTopKV2Single to be moved - */ - CLTopKV2Single(CLTopKV2Single &&) = default; - /** - * @brief Allow instances of this class to be moved - * @param [in] movedInstance Rvalue reference of CLTopKV2Single to be moved - * @return Reference of this instance - */ - CLTopKV2Single &operator=(CLTopKV2Single &&) = default; - - /** - * @brief Initialise kernel with params - * @param[in] input An input tensor - * @param[in] topk_values Values of the top k predictions - * @param[in] topk_indices Indices of the top k predictions - * @param[in] indices Indices - * @param[in] temp_stack Temp stack - * @param[in] k K of the top k predictions - * @param[in] n Number times to quick-sort - * return N/A - */ - void configure(ICLTensor *input, ICLTensor *topk_values, ICLTensor *topk_indices, - cl::Buffer *indices, cl::Buffer *temp_stack, int k, int n); - - /* - * @brief Run CLTopKV2Single op - * @param[in] window Window to be used for in_slice - * @param[in] queue cl::CommandQueue - * @return N/A - */ - void run(const Window &window, cl::CommandQueue &queue) override; - -private: - ICLTensor *_input; - ICLTensor *_topk_values; - ICLTensor *_topk_indices; -}; - -/** - * @brief Class to define CLTopKV2Init - */ -class CLTopKV2Init : public ICLKernel -{ -public: - /** - * @brief Constructor - */ - CLTopKV2Init(); - /** - * @brief Prevent instances of this class from being copied (As this class contains pointers). - * @param [in] copiedInstance Const reference of CLTopKV2Init to be copied - */ - CLTopKV2Init(const CLTopKV2Init &) = delete; - /** - * @brief Prevent instances of this class from being copied (As this class contains pointers). - * @param [in] copiedInstance Const reference of CLTopKV2Init to be copied - * @return Reference of this instance - */ - CLTopKV2Init &operator=(const CLTopKV2Init &) = delete; - /** - * @brief Allow instances of this class to be moved - * @param [in] movedInstance Rvalue reference of CLTopKV2Init to be moved - */ - CLTopKV2Init(CLTopKV2Init &&) = default; - /** - * @brief Allow instances of this class to be moved - * @param [in] movedInstance Rvalue reference of CLTopKV2Init to be moved - * @return Reference of this instance - */ - CLTopKV2Init &operator=(CLTopKV2Init &&) = default; - - /** - * @brief Initialise kernel with params - * @param[in] input An input tensor - * @param[in] in_key_buf Buffer of input key - * @param[in] in_ind_buf Buffer of input index - * @param[in] n Number times to quick-sort - * return N/A - */ - void configure(ICLTensor *input, cl::Buffer *in_key_buf, cl::Buffer *in_ind_buf, int n); - - /* - * @brief Run CLTopKV2Init op - * @param[in] window Window to be used for in_slice - * @param[in] queue cl::CommandQueue - * @return N/A - */ - void run(const Window &window, cl::CommandQueue &queue) override; - -private: - ICLTensor *_input; -}; - -/** - * @brief Class to define CLRadixSortHistogram - */ -class CLRadixSortHistogram : public ICLKernel -{ -public: - /** - * @brief Constructor - */ - CLRadixSortHistogram(); - /** - * @brief Prevent instances of this class from being copied (As this class contains pointers). - * @param [in] copiedInstance Const reference of CLRadixSortHistogram to be copied - */ - CLRadixSortHistogram(const CLRadixSortHistogram &) = delete; - /** - * @brief Prevent instances of this class from being copied (As this class contains pointers). - * @param [in] copiedInstance Const reference of CLRadixSortHistogram to be copied - * @return Reference of this instance - */ - CLRadixSortHistogram &operator=(const CLRadixSortHistogram &) = delete; - /** - * @brief Allow instances of this class to be moved - * @param [in] movedInstance Rvalue reference of CLRadixSortHistogram to be moved - */ - CLRadixSortHistogram(CLRadixSortHistogram &&) = default; - /** - * @brief Allow instances of this class to be moved - * @param [in] movedInstance Rvalue reference of CLRadixSortHistogram to be moved - * @return Reference of this instance - */ - CLRadixSortHistogram &operator=(CLRadixSortHistogram &&) = default; - - /** - * @brief Initialise kernel with params - * @param[out] hist_buf Buffer of histogram - * @param[in] bits Number of bits to be used for radix sort - * @param[in] n Integer number size to sort - * return N/A - */ - void configure(cl::Buffer *hist_buf, int bits, int n); - - /** - * @brief Set pass - * @param[in] pass Passes made of in radix sort algorithm - * @param[in] in_key_buf Buffer of input key - * return N/A - */ - void setPass(int pass, cl::Buffer *in_key_buf) - { - _pass = pass; - _in_key_buf = in_key_buf; - } - - /* - * @brief Run CLRadixSortHistogram op - * @param[in] window Window to be used for in_slice - * @param[in] queue cl::CommandQueue - * @return N/A - */ - void run(const Window &window, cl::CommandQueue &queue) override; - -private: - int _pass; - cl::Buffer *_in_key_buf; -}; - -/** - * @brief Class to define CLRadixSortScanHistogram - */ -class CLRadixSortScanHistogram : public ICLKernel -{ -public: - /** - * @brief Constructor - */ - CLRadixSortScanHistogram(); - /** - * @brief Prevent instances of this class from being copied (As this class contains pointers). - * @param [in] copiedInstance Const reference of CLRadixSortScanHistogram to be copied - */ - CLRadixSortScanHistogram(const CLRadixSortScanHistogram &) = delete; - /** - * @brief Prevent instances of this class from being copied (As this class contains pointers). - * @param [in] copiedInstance Const reference of CLRadixSortScanHistogram to be copied - * @return Reference of this instance - */ - CLRadixSortScanHistogram &operator=(const CLRadixSortScanHistogram &) = delete; - /** - * @brief Allow instances of this class to be moved - * @param [in] movedInstance Rvalue reference of CLRadixSortScanHistogram to be moved - */ - CLRadixSortScanHistogram(CLRadixSortScanHistogram &&) = default; - /** - * @brief Allow instances of this class to be moved - * @param [in] movedInstance Rvalue reference of CLRadixSortScanHistogram to be moved - * @return Reference of this instance - */ - CLRadixSortScanHistogram &operator=(CLRadixSortScanHistogram &&) = default; - - /** - * @brief Initialise kernel with params - * @param[out] hist_buf Buffer of histogram - * @param[out] glob_sum_buf Buffer of global sum - * @param[in] bits Number of bits to be used for radix sort - * return N/A - */ - void configure(cl::Buffer *hist_buf, cl::Buffer *glob_sum_buf, int bits); - - /* - * @brief Run CLRadixSortScanHistogram op - * @param[in] window Window to be used for in_slice - * @param[in] queue cl::CommandQueue - * @return N/A - */ - void run(const Window &window, cl::CommandQueue &queue) override; -}; - -/** - * @brief Class to define CLRadixSortGlobalScanHistogram - */ -class CLRadixSortGlobalScanHistogram : public ICLKernel -{ -public: - /** - * @brief Constructor - */ - CLRadixSortGlobalScanHistogram(); - /** - * @brief Prevent instances of this class from being copied (As this class contains pointers). - * @param [in] copiedInstance Const reference of CLRadixSortGlobalScanHistogram to be copied - */ - CLRadixSortGlobalScanHistogram(const CLRadixSortGlobalScanHistogram &) = delete; - /** - * @brief Prevent instances of this class from being copied (As this class contains pointers). - * @param [in] copiedInstance Const reference of CLRadixSortGlobalScanHistogram to be copied - * @return Reference of this instance - */ - CLRadixSortGlobalScanHistogram &operator=(const CLRadixSortGlobalScanHistogram &) = delete; - /** - * @brief Allow instances of this class to be moved - * @param [in] movedInstance Rvalue reference of CLRadixSortGlobalScanHistogram to be moved - */ - CLRadixSortGlobalScanHistogram(CLRadixSortGlobalScanHistogram &&) = default; - /** - * @brief Allow instances of this class to be moved - * @param [in] movedInstance Rvalue reference of CLRadixSortGlobalScanHistogram to be moved - * @return Reference of this instance - */ - CLRadixSortGlobalScanHistogram &operator=(CLRadixSortGlobalScanHistogram &&) = default; - - /** - * @brief Initialise kernel with params - * @param[out] glob_sum_buf Buffer of global sum - * @param[out] temp_buf Temp buffer to be used while RadixSortGlobalScanHistogram - * @param[in] bits Number of bits to be used for radix sort - * return N/A - */ - void configure(cl::Buffer *glob_sum_buf, cl::Buffer *temp_buf, int bits); - - /* - * @brief Run CLRadixSortGlobalScanHistogram op - * @param[in] window Window to be used for in_slice - * @param[in] queue cl::CommandQueue - * @return N/A - */ - void run(const Window &window, cl::CommandQueue &queue) override; -}; - -/** - * @brief Class to define CLRadixSortPasteHistogram - */ -class CLRadixSortPasteHistogram : public ICLKernel -{ -public: - /** - * @brief Constructor - */ - CLRadixSortPasteHistogram(); - /** - * @brief Prevent instances of this class from being copied (As this class contains pointers). - * @param [in] copiedInstance Const reference of CLRadixSortPasteHistogram to be copied - */ - CLRadixSortPasteHistogram(const CLRadixSortPasteHistogram &) = delete; - /** - * @brief Prevent instances of this class from being copied (As this class contains pointers). - * @param [in] copiedInstance Const reference of CLRadixSortPasteHistogram to be copied - * @return Reference of this instance - */ - CLRadixSortPasteHistogram &operator=(const CLRadixSortPasteHistogram &) = delete; - /** - * @brief Allow instances of this class to be moved - * @param [in] movedInstance Rvalue reference of CLRadixSortPasteHistogram to be moved - */ - CLRadixSortPasteHistogram(CLRadixSortPasteHistogram &&) = default; - /** - * @brief Allow instances of this class to be moved - * @param [in] movedInstance Rvalue reference of CLRadixSortPasteHistogram to be moved - * @return Reference of this instance - */ - CLRadixSortPasteHistogram &operator=(CLRadixSortPasteHistogram &&) = default; - - /** - * @brief Initialise kernel with params - * @param[out] hist_buf Buffer of histogram - * @param[out] glob_sum_buf Buffer of global sum - * @param[in] bits Number of bits to be used for radix sort - * return N/A - */ - void configure(cl::Buffer *hist_buf, cl::Buffer *glob_sum_buf, int bits); - - /* - * @brief Run CLRadixSortPasteHistogram op - * @param[in] window Window to be used for in_slice - * @param[in] queue cl::CommandQueue - * @return N/A - */ - void run(const Window &window, cl::CommandQueue &queue) override; -}; - -/** - * @brief Class to define CLRadixSortReorder - */ -class CLRadixSortReorder : public ICLKernel -{ -public: - /** - * @brief Constructor - */ - CLRadixSortReorder(); - /** - * @brief Prevent instances of this class from being copied (As this class contains pointers). - * @param [in] copiedInstance Const reference of CLRadixSortReorder to be copied - */ - CLRadixSortReorder(const CLRadixSortReorder &) = delete; - /** - * @brief Prevent instances of this class from being copied (As this class contains pointers). - * @param [in] copiedInstance Const reference of CLRadixSortReorder to be copied - * @return Reference of this instance - */ - CLRadixSortReorder &operator=(const CLRadixSortReorder &) = delete; - /** - * @brief Allow instances of this class to be moved - * @param [in] movedInstance Rvalue reference of CLRadixSortReorder to be moved - */ - CLRadixSortReorder(CLRadixSortReorder &&) = default; - /** - * @brief Allow instances of this class to be moved - * @param [in] movedInstance Rvalue reference of CLRadixSortReorder to be moved - * @return Reference of this instance - */ - CLRadixSortReorder &operator=(CLRadixSortReorder &&) = default; - - /** - * @brief Initialise kernel with params - * @param[out] hist_buf Buffer of histogram - * @param[in] bits Number of bits to be used for radix sort - * @param[in] n Integer number size to sort - * return N/A - */ - void configure(cl::Buffer *hist_buf, int bits, int n); - - /** - * @brief Set pass - * @param[in] pass Passes made of in radix sort algorithm - * @param[in] in_key_buf Buffer of input key - * @param[out] out_key_buf Buffer of output key - * @param[in] in_ind_buf Buffer of input index - * @param[out] out_ind_buf Buffer of output index - * return N/A - */ - void setPass(int pass, cl::Buffer *in_key_buf, cl::Buffer *out_key_buf, cl::Buffer *in_ind_buf, - cl::Buffer *out_ind_buf) - { - _pass = pass; - _in_key_buf = in_key_buf; - _out_key_buf = out_key_buf; - _in_ind_buf = in_ind_buf; - _out_ind_buf = out_ind_buf; - } - /* - * @brief Run CLRadixSortReorder op - * @param[in] window Window to be used for in_slice - * @param[in] queue cl::CommandQueue - * @return N/A - */ - void run(const Window &window, cl::CommandQueue &queue) override; - -private: - int _pass; - cl::Buffer *_in_key_buf; - cl::Buffer *_out_key_buf; - cl::Buffer *_in_ind_buf; - cl::Buffer *_out_ind_buf; -}; - -/** - * @brief Class to define CLTopKV2FindFirstNegative - */ -class CLTopKV2FindFirstNegative : public ICLKernel -{ -public: - /** - * @brief Constructor - */ - CLTopKV2FindFirstNegative(); - /** - * @brief Prevent instances of this class from being copied (As this class contains pointers). - * @param [in] copiedInstance Const reference of CLTopKV2FindFirstNegative to be copied - */ - CLTopKV2FindFirstNegative(const CLTopKV2FindFirstNegative &) = delete; - /** - * @brief Prevent instances of this class from being copied (As this class contains pointers). - * @param [in] copiedInstance Const reference of CLTopKV2FindFirstNegative to be copied - * @return Reference of this instance - */ - CLTopKV2FindFirstNegative &operator=(const CLTopKV2FindFirstNegative &) = delete; - /** - * @brief Allow instances of this class to be moved - * @param [in] movedInstance Rvalue reference of CLTopKV2FindFirstNegative to be moved - */ - CLTopKV2FindFirstNegative(CLTopKV2FindFirstNegative &&) = default; - /** - * @brief Allow instances of this class to be moved - * @param [in] movedInstance Rvalue reference of CLTopKV2FindFirstNegative to be moved - * @return Reference of this instance - */ - CLTopKV2FindFirstNegative &operator=(CLTopKV2FindFirstNegative &&) = default; - - /** - * @brief Initialise kernel with params - * @param[out] first_negative_idx_buf Buffer of the first negative index - * @param[in] n Number times to find - * return N/A - */ - void configure(cl::Buffer *first_negative_idx_buf, int n); - - /** - * @brief Set output buffer - * @param[out] out_key_buf Buffer of output key - * return N/A - */ - void setOutputBuffer(cl::Buffer *out_key_buf) { _out_key_buf = out_key_buf; } - - /* - * @brief Run CLTopKV2FindFirstNegative op - * @param[in] window Window to be used for in_slice - * @param[in] queue cl::CommandQueue - * @return N/A - */ - void run(const Window &window, cl::CommandQueue &queue) override; - -private: - cl::Buffer *_out_key_buf; -}; - -/** - * @brief Class to define CLTopKV2ReorderNegatives - */ -class CLTopKV2ReorderNegatives : public ICLKernel -{ -public: - /** - * @brief Constructor - */ - CLTopKV2ReorderNegatives(); - /** - * @brief Prevent instances of this class from being copied (As this class contains pointers). - * @param [in] copiedInstance Const reference of CLTopKV2ReorderNegatives to be copied - */ - CLTopKV2ReorderNegatives(const CLTopKV2ReorderNegatives &) = delete; - /** - * @brief Prevent instances of this class from being copied (As this class contains pointers). - * @param [in] copiedInstance Const reference of CLTopKV2ReorderNegatives to be copied - * @return Reference of this instance - */ - CLTopKV2ReorderNegatives &operator=(const CLTopKV2ReorderNegatives &) = delete; - /** - * @brief Allow instances of this class to be moved - * @param [in] movedInstance Rvalue reference of CLTopKV2ReorderNegatives to be moved - */ - CLTopKV2ReorderNegatives(CLTopKV2ReorderNegatives &&) = default; - /** - * @brief Allow instances of this class to be moved - * @param [in] movedInstance Rvalue reference of CLTopKV2ReorderNegatives to be moved - * @return Reference of this instance - */ - CLTopKV2ReorderNegatives &operator=(CLTopKV2ReorderNegatives &&) = default; - - /** - * @brief Initialise kernel with params - * @param[out] first_negative_idx_buf Buffer of the first negative index - * @param[in] n Number times to find - * return N/A - */ - void configure(cl::Buffer *first_negative_idx_buf, int n); - - /** - * @brief Set buffers - * @param[in] in_key_buf Buffer of input key - * @param[out] out_key_buf Buffer of output key - * @param[in] in_ind_buf Buffer of input index - * @param[out] out_ind_buf Buffer of output index - * return N/A - */ - void setBuffers(cl::Buffer *in_key_buf, cl::Buffer *out_key_buf, cl::Buffer *in_ind_buf, - cl::Buffer *out_ind_buf) - { - _in_key_buf = in_key_buf; - _out_key_buf = out_key_buf; - _in_ind_buf = in_ind_buf; - _out_ind_buf = out_ind_buf; - } - - /* - * @brief Run CLTopKV2ReorderNegatives op - * @param[in] window Window to be used for in_slice - * @param[in] queue cl::CommandQueue - * @return N/A - */ - void run(const Window &window, cl::CommandQueue &queue) override; - -private: - cl::Buffer *_in_key_buf; - cl::Buffer *_out_key_buf; - cl::Buffer *_in_ind_buf; - cl::Buffer *_out_ind_buf; -}; - -/** - * @brief Class to define CLTopKV2Store - */ -class CLTopKV2Store : public ICLKernel -{ -public: - /** - * @brief Constructor - */ - CLTopKV2Store(); - /** - * @brief Prevent instances of this class from being copied (As this class contains pointers). - * @param [in] copiedInstance Const reference of CLTopKV2Store to be copied - */ - CLTopKV2Store(const CLTopKV2Store &) = delete; - /** - * @brief Prevent instances of this class from being copied (As this class contains pointers). - * @param [in] copiedInstance Const reference of CLTopKV2Store to be copied - * @return Reference of this instance - */ - CLTopKV2Store &operator=(const CLTopKV2Store &) = delete; - /** - * @brief Allow instances of this class to be moved - * @param [in] movedInstance Rvalue reference of CLTopKV2Store to be moved - */ - CLTopKV2Store(CLTopKV2Store &&) = default; - /** - * @brief Allow instances of this class to be moved - * @param [in] movedInstance Rvalue reference of CLTopKV2Store to be moved - * @return Reference of this instance - */ - CLTopKV2Store &operator=(CLTopKV2Store &&) = default; - - /** - * @brief Initialise kernel with params - * @param[out] values Values tensor to store - * @param[out] indices Indices tensor to be used for store - * @param[in] k K of the top k predictions - * @param[in] n Number times to store - * return N/A - */ - void configure(ICLTensor *values, ICLTensor *indices, int k, int n); - - /** - * @brief Set buffers - * @param[out] out_key_buf Buffer of output key - * @param[out] out_ind_buf Buffer of output index - * return N/A - */ - void setOutputBuffers(cl::Buffer *out_key_buf, cl::Buffer *out_ind_buf); - - /* - * @brief Run CLTopKV2Store op - * @param[in] window Window to be used for in_slice - * @param[in] queue cl::CommandQueue - * @return N/A - */ - void run(const Window &window, cl::CommandQueue &queue) override; - -private: - ICLTensor *_values; - ICLTensor *_indices; - cl::Buffer *_out_key_buf; - cl::Buffer *_out_ind_buf; -}; - -} // namespace arm_compute - -#endif // __ARM_COMPUTE_CLTOPKV2KERNEL_H__ |