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88 lines
3.7 KiB
88 lines
3.7 KiB
/*
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* Copyright (c) 2017-2021 Arm Limited.
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*
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* SPDX-License-Identifier: MIT
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*
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* Permission is hereby granted, free of charge, to any person obtaining a copy
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* of this software and associated documentation files (the "Software"), to
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* deal in the Software without restriction, including without limitation the
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* rights to use, copy, modify, merge, publish, distribute, sublicense, and/or
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* sell copies of the Software, and to permit persons to whom the Software is
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* furnished to do so, subject to the following conditions:
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*
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* The above copyright notice and this permission notice shall be included in all
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* copies or substantial portions of the Software.
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*
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* THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
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* IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
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* FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
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* AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
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* LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
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* OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
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* SOFTWARE.
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*/
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#ifndef ARM_COMPUTE_NEQUANTIZATIONLAYER_H
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#define ARM_COMPUTE_NEQUANTIZATIONLAYER_H
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#include "arm_compute/core/Types.h"
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#include "arm_compute/runtime/IFunction.h"
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#include "arm_compute/runtime/IRuntimeContext.h"
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#include <memory>
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namespace arm_compute
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{
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class ITensor;
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class ITensorInfo;
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/** Basic function to run a quantization layer using @ref cpu::CpuQuantize */
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class NEQuantizationLayer : public IFunction
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{
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public:
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NEQuantizationLayer();
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/** Default Destructor */
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~NEQuantizationLayer();
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/** Prevent instances of this class from being copied (As this class contains pointers) */
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NEQuantizationLayer(const NEQuantizationLayer &) = delete;
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/** Default move constructor */
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NEQuantizationLayer(NEQuantizationLayer &&) = default;
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/** Prevent instances of this class from being copied (As this class contains pointers) */
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NEQuantizationLayer &operator=(const NEQuantizationLayer &) = delete;
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/** Default move assignment operator */
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NEQuantizationLayer &operator=(NEQuantizationLayer &&) = default;
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/** Set the input and output tensors.
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*
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* Valid data layouts:
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* - All
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*
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* Valid data type configurations:
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* |src |dst |
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* |:------------------|:--------------------------------------|
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* |QASYMM8 |QASYMM8, QASYMM8_SIGNED, QASYMM16 |
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* |QASYMM8_SIGNED |QASYMM8, QASYMM8_SIGNED, QASYMM16 |
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* |F16 |QASYMM8, QASYMM8_SIGNED, QASYMM16 |
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* |F32 |QASYMM8, QASYMM8_SIGNED, QASYMM16 |
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*
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* @param[in] input Source tensor. The dimensions over the third will be interpreted as batches. Data types supported: QASYMM8/QASYMM8_SIGNED/F32/F16.
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* @param[out] output Destination tensor with the same dimensions of input. Data types supported: QASYMM8/QASYMM8_SIGNED/QASYMM16
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*/
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void configure(const ITensor *input, ITensor *output);
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/** Static function to check if given info will lead to a valid configuration of @ref NEQuantizationLayer
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*
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* @param[in] input Input tensor info. The dimensions over the third will be interpreted as batches. Data types supported: QASYMM8/QASYMM8_SIGNED/F32/F16.
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* @param[in] output Output tensor info. Data types supported: QASYMM8/QASYMM8_SIGNED/QASYMM16
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*
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* @return a status
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*/
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static Status validate(const ITensorInfo *input, const ITensorInfo *output);
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// Inherited methods overridden:
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void run() override;
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private:
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struct Impl;
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std::unique_ptr<Impl> _impl;
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};
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} // namespace arm_compute
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#endif /* ARM_COMPUTE_NEQUANTIZATIONLAYER_H */
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