/** * Copyright 2020 Huawei Technologies Co., Ltd * * Licensed under the Apache License, Version 2.0 (the "License"); * you may not use this file except in compliance with the License. * You may obtain a copy of the License at * * http://www.apache.org/licenses/LICENSE-2.0 * * Unless required by applicable law or agreed to in writing, software * distributed under the License is distributed on an "AS IS" BASIS, * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. * See the License for the specific language governing permissions and * limitations under the License. */ #ifndef MINDSPORE_LITE_TOOLS_CONVERTER_QUANTIZER_QUANTIZER_H #define MINDSPORE_LITE_TOOLS_CONVERTER_QUANTIZER_QUANTIZER_H #include #include #include #include "schema/inner/model_generated.h" #include "include/errorcode.h" #include "ir/func_graph.h" #include "ir/anf.h" #include "base/base.h" #include "src/param_value_lite.h" #include "tools/converter/converter_flags.h" namespace mindspore::lite::quant { using STATUS = int; enum QuantType { QuantType_QUANT_NONE = 0, QuantType_AwareTraining = 1, QuantType_WeightQuant = 2, QuantType_PostTraining = 3, QuantType_MIN = QuantType_QUANT_NONE, QuantType_MAX = QuantType_PostTraining }; class Quantizer { public: explicit Quantizer(FuncGraphPtr graph) : funcGraph(std::move(graph)) {} ~Quantizer() = default; virtual STATUS RemoveFakeQuant(); virtual STATUS GenerateQuantParam(); virtual STATUS DetermineNodeQuantType(); virtual STATUS DoQuantize(FuncGraphPtr func_graph) = 0; mindspore::lite::converter::Flags flags; protected: FuncGraphPtr funcGraph = nullptr; }; class FbQuantizer { public: explicit FbQuantizer(schema::MetaGraphT *graph) : graph(graph) {} virtual ~FbQuantizer() = default; virtual STATUS RemoveFakeQuant(); virtual STATUS GenerateQuantParam(); virtual STATUS DetermineNodeQuantType(); virtual STATUS DoQuantize() = 0; protected: schema::MetaGraphT *graph = nullptr; }; } // namespace mindspore::lite::quant #endif