/* * 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_CLQUANTIZATIONLAYER_H #define ARM_COMPUTE_CLQUANTIZATIONLAYER_H #include "arm_compute/core/Types.h" #include "arm_compute/runtime/IFunction.h" #include namespace arm_compute { class CLCompileContext; class ICLTensor; class ITensorInfo; /** Basic function to simulate a quantization layer. This function calls the following CL kernels: * * -# @ref opencl::ClQuantize * * @note The implementation supports only 3D input tensors. * */ class CLQuantizationLayer : public IFunction { public: /** Default Constructor */ CLQuantizationLayer(); /** Default Destructor */ ~CLQuantizationLayer(); /** Prevent instances of this class from being copied (As this class contains pointers) */ CLQuantizationLayer(const CLQuantizationLayer &) = delete; /** Default move constructor */ CLQuantizationLayer(CLQuantizationLayer &&) = default; /** Prevent instances of this class from being copied (As this class contains pointers) */ CLQuantizationLayer &operator=(const CLQuantizationLayer &) = delete; /** Default move assignment operator */ CLQuantizationLayer &operator=(CLQuantizationLayer &&) = default; /** Set the input and output tensors. * * Valid data layouts: * - All * * Valid data type configurations: * |src |dst | * |:------------------|:----------------------------------| * |QASYMM8 |QASYMM8, QASYMM8_SIGNED, QASYMM16 | * |QASYMM8_SIGNED |QASYMM8, QASYMM8_SIGNED, QASYMM16 | * |F16 |QASYMM8, QASYMM8_SIGNED, QASYMM16 | * |F32 |QASYMM8, QASYMM8_SIGNED, QASYMM16 | * * @param[in] input Source tensor. The dimensions over the third will be interpreted as batches. Data types supported: QASYMM8/QASYMM8_SIGNED/F16/32. * @param[out] output Destination tensor with the same dimensions of input. Data types supported: QASYMM8/QASYMM8_SIGNED/QASYMM16. * * @note Output auto initialization is not supported by this function */ void configure(const ICLTensor *input, ICLTensor *output); /** Set the input and output tensors. * * @param[in] compile_context The compile context to be used. * @param[in] input Source tensor. The dimensions over the third will be interpreted as batches. Data types supported: QASYMM8/QASYMM8_SIGNED/F16/32. * @param[out] output Destination tensor with the same dimensions of input. Data types supported: QASYMM8/QASYMM8_SIGNED/QASYMM16. * * @note Output auto initialization is not supported by this function */ void configure(const CLCompileContext &compile_context, const ICLTensor *input, ICLTensor *output); /** Static function to check if given info will lead to a valid configuration of @ref CLQuantizationLayer * * @param[in] input Input tensor info. The dimensions over the third will be interpreted as batches. Data types supported: QASYMM8/QASYMM8_SIGNED/F16/32. * @param[in] output Output tensor info. Data types supported: QASYMM8/QASYMM8_SIGNED/QASYMM16. * * @return a status */ static Status validate(const ITensorInfo *input, const ITensorInfo *output); // Inherited methods overridden: void run() override; private: struct Impl; std::unique_ptr _impl; }; } //namespace arm_compute #endif /* ARM_COMPUTE_CLQUANTIZATIONLAYER_H */