IVGCVSW-3063 Modify Quantizer tool to take command line input
for preserving input/output types
Change-Id: Ib30f1e2e58407526cd881fec33f45fc4e4ed4afe
Signed-off-by: Éanna Ó Catháin <eanna.ocathain@arm.com>
diff --git a/src/armnnQuantizer/ArmNNQuantizerMain.cpp b/src/armnnQuantizer/ArmNNQuantizerMain.cpp
index 96d6515..227a105 100644
--- a/src/armnnQuantizer/ArmNNQuantizerMain.cpp
+++ b/src/armnnQuantizer/ArmNNQuantizerMain.cpp
@@ -40,6 +40,8 @@
? armnn::DataType::QuantisedSymm16
: armnn::DataType::QuantisedAsymm8;
+ quantizerOptions.m_PreserveType = cmdline.HasPreservedDataType();
+
armnn::INetworkPtr network = parser->CreateNetworkFromBinary(binaryContent);
armnn::INetworkQuantizerPtr quantizer = armnn::INetworkQuantizer::Create(network.get(), quantizerOptions);
diff --git a/src/armnnQuantizer/CommandLineProcessor.cpp b/src/armnnQuantizer/CommandLineProcessor.cpp
index 4f0d989..758726e 100644
--- a/src/armnnQuantizer/CommandLineProcessor.cpp
+++ b/src/armnnQuantizer/CommandLineProcessor.cpp
@@ -97,6 +97,8 @@
"Quantization scheme, \"QAsymm8\" or \"QSymm16\", default value QAsymm8")
("csvfile,c", po::value<std::string>(&m_CsvFileName)->default_value(""),
"CSV file containing paths for RAW input tensors")
+ ("preserve-data-type,p", po::bool_switch(&m_PreserveDataType)->default_value(false),
+ "Preserve the input and output data types")
("outdir,d", po::value<std::string>(&m_OutputDirectory)->required(),
"Directory that output file will be written to")
("outfile,o", po::value<std::string>(&m_OutputFileName)->required(), "Output file name");
diff --git a/src/armnnQuantizer/CommandLineProcessor.hpp b/src/armnnQuantizer/CommandLineProcessor.hpp
index ae39abb..9de03fb 100644
--- a/src/armnnQuantizer/CommandLineProcessor.hpp
+++ b/src/armnnQuantizer/CommandLineProcessor.hpp
@@ -34,6 +34,7 @@
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:
@@ -44,6 +45,7 @@
std::string m_OutputFileName;
std::string m_QuantizationScheme;
QuantizationDataSet m_QuantizationDataSet;
+ bool m_PreserveDataType;
};
} // namespace armnnQuantizer