From dc2f7f4bd79e59e0574461b563c77d4b1934aa09 Mon Sep 17 00:00:00 2001 From: Sadik Armagan Date: Fri, 26 Apr 2019 17:11:47 +0100 Subject: IVGCVSW-2843 Support QSymm16 via Command-line quantizer tool * Added quantization scheme support to ArmnnQuantizer Change-Id: Ia0202bfcd8cac0695aa3b18f9447a19b27f74f67 Signed-off-by: Sadik Armagan --- src/armnnQuantizer/CommandLineProcessor.cpp | 30 +++++++++++++++++++++++++++++ 1 file changed, 30 insertions(+) (limited to 'src/armnnQuantizer/CommandLineProcessor.cpp') diff --git a/src/armnnQuantizer/CommandLineProcessor.cpp b/src/armnnQuantizer/CommandLineProcessor.cpp index a7baa5cac4..16afe289f6 100644 --- a/src/armnnQuantizer/CommandLineProcessor.cpp +++ b/src/armnnQuantizer/CommandLineProcessor.cpp @@ -59,6 +59,29 @@ bool ValidateProvidedFile(const std::string& inputFileName) return true; } +bool ValidateQuantizationScheme(const std::string& scheme) +{ + if (scheme.empty()) + { + std::cerr << "No Quantization Scheme specified" << std::endl; + return false; + } + + std::vector supportedSchemes = { + "QAsymm8", + "QSymm16" + }; + + auto iterator = std::find(supportedSchemes.begin(), supportedSchemes.end(), scheme); + if (iterator == supportedSchemes.end()) + { + std::cerr << "Quantization Scheme [" << scheme << "] is not supported" << std::endl; + return false; + } + + return true; +} + bool CommandLineProcessor::ProcessCommandLine(int argc, char* argv[]) { namespace po = boost::program_options; @@ -70,6 +93,8 @@ bool CommandLineProcessor::ProcessCommandLine(int argc, char* argv[]) ("help,h", "Display help messages") ("infile,f", po::value(&m_InputFileName)->required(), "Input file containing float 32 ArmNN Input Graph") + ("scheme,s", po::value(&m_QuantizationScheme)->default_value("QAsymm8"), + "Quantization scheme, \"QAsymm8\" or \"QSymm16\", default value QAsymm8") ("csvfile,c", po::value(&m_CsvFileName)->default_value(""), "CSV file containing paths for RAW input tensors") ("outdir,d", po::value(&m_OutputDirectory)->required(), @@ -108,6 +133,11 @@ bool CommandLineProcessor::ProcessCommandLine(int argc, char* argv[]) return false; } + if (!ValidateQuantizationScheme(m_QuantizationScheme)) + { + return false; + } + if (m_CsvFileName != "") { if (!armnnQuantizer::ValidateProvidedFile(m_CsvFileName)) -- cgit v1.2.1