/* * Copyright (c) 2017-2021 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_CPU_QUANTIZATIONKERNEL_H #define ARM_COMPUTE_CPU_QUANTIZATIONKERNEL_H #include "src/core/common/Macros.h" #include "src/core/cpu/ICpuKernel.h" namespace arm_compute { namespace cpu { namespace kernels { /** Interface for the quantization layer kernel. * * @note The implementation supports only 3D input tensors * */ class CpuQuantizationKernel : public ICpuKernel { public: /** Default constructor */ CpuQuantizationKernel(); ARM_COMPUTE_DISALLOW_COPY_ALLOW_MOVE(CpuQuantizationKernel); /** Set the input, output. * * @param[in] src Source tensor info. The dimensions over the third will be interpreted as batches. Data types supported: QASYMM8/QASYMM8_SIGNED/F32/F16. * @param[out] dst Destination tensor info with the same dimensions of input. Data types supported: QASYMM8/QASYMM8_SIGNED/QASYMM16. * * @note Output auto initialization is not supported by this kernel */ void configure(ITensorInfo *src, ITensorInfo *dst); /** Static function to check if given info will lead to a valid configuration of @ref CpuQuantizationKernel * * @param[in] src Input tensor info. Data types supported: QASYMM8/QASYMM8_SIGNED/F32/F16. * @param[in] dst Output tensor info. Data types supported: QASYMM8/QASYMM8_SIGNED/QASYMM16. * * @return a status */ static Status validate(const ITensorInfo *src, const ITensorInfo *dst); // Inherited methods overridden: void run_op(ITensorPack &tensors, const Window &window, const ThreadInfo &info) override; const char *name() const override; private: /** Common signature for all the specialised @ref NEQuantizationLayerKernel functions * * @param[in] window Region on which to execute the kernel. */ using QuantizationFunctionExecutorPtr = void (CpuQuantizationKernel::*)(const ITensor *src, ITensor *dst, const Window &window); /** Function to apply QASYMM8 or QASYMM8_SIGNED quantization on a tensor. * * @param[in] window Region on which to execute the kernel. */ template void run_quantize_qasymm8(const ITensor *src, ITensor *dst, const Window &window); /** Function to apply QASYMM16 quantization on a tensor. * * @param[in] window Region on which to execute the kernel. */ template void run_quantize_qasymm16(const ITensor *src, ITensor *dst, const Window &window); QuantizationFunctionExecutorPtr _func; }; } // namespace kernels } // namespace cpu } // namespace arm_compute #endif /*ARM_COMPUTE_CPU_QUANTIZATIONKERNEL_H */