/* * 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. */ #pragma once #include #include #include "qasymm8.hpp" namespace qsymm8 { struct QSymm8Params { int8_t quantize(float value) const; float dequantize(int8_t value) const; float scale; }; struct QSymm8RescaleParams { static QSymm8RescaleParams make_rescale_params(const QSymm8Params &weight_quant, const QSymm8Params &input_quant, const QSymm8Params &output_quant); QSymm8RescaleParams(int32_t shift, int32_t multiplier, float rescale); const int32_t shift, multiplier; const float rescale; }; struct QSymm8PerChannelParams { int8_t quantize(float value, float scale) const; float dequantize(int8_t value, float scale) const; std::vector scales; }; struct QSymm8PerChannelRescaleParams { static QSymm8PerChannelRescaleParams make_rescale_params(const QSymm8PerChannelParams &weight_quant, const QSymm8PerChannelParams &input_quant, const QSymm8PerChannelParams &output_quant); static QSymm8PerChannelRescaleParams make_rescale_params(const QSymm8PerChannelParams &weight_quant, const qasymm8::QAsymm8Params &input_quant, const qasymm8::QAsymm8Params &output_quant); QSymm8PerChannelRescaleParams(std::vector& shift, std::vector& multiplier, std::vector& rescale); std::vector shifts, multipliers; std::vector rescales; }; } // namespace qsymm8