/* * Copyright (c) 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_CPPTOPKVERNEL_H #define ARM_COMPUTE_CPPTOPKVERNEL_H #include "arm_compute/core/CPP/ICPPKernel.h" namespace arm_compute { class ITensor; /** CPP kernel to perform tensor TopKV operation. */ class CPPTopKVKernel : public ICPPKernel { public: const char *name() const override { return "CPPTopKVKernel"; } /** Default constructor */ CPPTopKVKernel(); /** Prevent instances of this class from being copied (As this class contains pointers) */ CPPTopKVKernel(const CPPTopKVKernel &) = delete; /** Prevent instances of this class from being copied (As this class contains pointers) */ CPPTopKVKernel &operator=(const CPPTopKVKernel &) = delete; /** Allow instances of this class to be moved */ CPPTopKVKernel(CPPTopKVKernel &&) = default; /** Allow instances of this class to be moved */ CPPTopKVKernel &operator=(CPPTopKVKernel &&) = default; /** Default destructor */ ~CPPTopKVKernel() = default; /** Set the input and output of the kernel. * * @param[in] predictions A batch_size x classes tensor. Data types supported: F16/S32/F32/QASYMM8 * @param[in] targets A batch_size 1D tensor of class ids. Data types supported: S32 * @param[out] output Computed precision at @p k as a bool 1D tensor. Data types supported: U8 * @param[in] k Number of top elements to look at for computing precision. */ void configure(const ITensor *predictions, const ITensor *targets, ITensor *output, const unsigned int k); /** Static function to check if given info will lead to a valid configuration of @ref CPPTopKVKernel * * @param[in] predictions A batch_size x classes tensor info. Data types supported: F16/S32/F32/QASYMM8 * @param[in] targets A batch_size 1D tensor info of class ids. Data types supported: S32 * @param[in] output Computed precision at @p k as a bool 1D tensor info. Data types supported: U8 * @param[in] k Number of top elements to look at for computing precision. * * @return a status */ 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; bool is_parallelisable() const override; private: /** Template function to run the topKV operation. */ template void run_topkv(); const ITensor *_predictions; const ITensor *_targets; ITensor *_output; unsigned int _k; unsigned int _batch_size; unsigned int _num_classes; }; } // namespace arm_compute #endif /*ARM_COMPUTE_CPPTOPKVKERNEL_H */