| // |
| // Copyright © 2017 Arm Ltd. All rights reserved. |
| // SPDX-License-Identifier: MIT |
| // |
| #pragma once |
| |
| #include <string> |
| #include <iostream> |
| #include <vector> |
| #include "QuantizationDataSet.hpp" |
| |
| namespace armnnQuantizer |
| { |
| |
| // parses the command line to extract |
| // * the input file -f containing the serialized fp32 ArmNN input graph (must exist...and be a input graph file) |
| // * the csv file -c <optional> detailing the paths for RAW input tensors to use for refinement |
| // * the directory -d to place the output file into (must already exist and be writable) |
| // * the name of the file -o the quantized ArmNN input graph will be written to (must not already exist) |
| // * LATER: the min and max overrides to be applied to the inputs |
| // specified as -i <int> (input id) -n <float> (minimum) -x <float> (maximum) |
| // multiple sets of -i, -n, -x can appear on the command line but they must match |
| // in number i.e. a -n and -x for each -i and the id of the input must correspond |
| // to an input layer in the fp32 graph when it is loaded. |
| class CommandLineProcessor |
| { |
| public: |
| bool ProcessCommandLine(int argc, char* argv[]); |
| |
| std::string GetInputFileName() {return m_InputFileName;} |
| std::string GetCsvFileName() {return m_CsvFileName;} |
| std::string GetCsvFileDirectory() {return m_CsvFileDirectory;} |
| std::string GetOutputDirectoryName() {return m_OutputDirectory;} |
| std::string GetOutputFileName() {return m_OutputFileName;} |
| std::string GetQuantizationScheme() {return m_QuantizationScheme;} |
| QuantizationDataSet GetQuantizationDataSet() {return m_QuantizationDataSet;} |
| bool HasPreservedDataType() {return m_PreserveDataType;} |
| bool HasQuantizationData() {return !m_QuantizationDataSet.IsEmpty();} |
| |
| protected: |
| std::string m_InputFileName; |
| std::string m_CsvFileName; |
| std::string m_CsvFileDirectory; |
| std::string m_OutputDirectory; |
| std::string m_OutputFileName; |
| std::string m_QuantizationScheme; |
| QuantizationDataSet m_QuantizationDataSet; |
| bool m_PreserveDataType; |
| }; |
| |
| } // namespace armnnQuantizer |
| |