From df9a32264780f0d478c0a5ad735296368a5b9edf Mon Sep 17 00:00:00 2001 From: mathad01 Date: Wed, 28 Apr 2021 11:42:57 +0100 Subject: IVGCVSW-5882 Produce warning if bias quantization scale mismatch * Changed behaviour of bias scale tolerance check such that if input quant * weight quant != bias quant +/- tolerance Then instead of throwing an error we send a warning. * Updated tests to reflect changes Signed-off-by: mathad01 Change-Id: Ifd97c574fe13805660df4636e9616b2d786b490d --- src/backends/backendsCommon/WorkloadData.cpp | 13 ++++++------- 1 file changed, 6 insertions(+), 7 deletions(-) (limited to 'src/backends/backendsCommon/WorkloadData.cpp') diff --git a/src/backends/backendsCommon/WorkloadData.cpp b/src/backends/backendsCommon/WorkloadData.cpp index 100d23ee39..470d460ef3 100644 --- a/src/backends/backendsCommon/WorkloadData.cpp +++ b/src/backends/backendsCommon/WorkloadData.cpp @@ -8,6 +8,7 @@ #include #include #include +#include #include #include @@ -212,15 +213,13 @@ void ValidateBiasTensorQuantization(const TensorInfo& biasTensor, // Helper lambda function to validate a single bias quantization scale value auto VerifyBiasQuantizationScale = [&descName](float biasScale, float expectedScale) -> void { - constexpr float tolerance = 0.000001f; + constexpr float tolerance = 0.0001f; if (std::abs(biasScale - expectedScale) > tolerance) { // Print the float values with extra precision to see very small differences - std::stringstream msg; - msg << std::setprecision(10) << descName << ": Expected " << expectedScale << - " quantization scale for bias tensor (the product of the input and weight scales), but got " << - biasScale; - throw InvalidArgumentException(msg.str(), CHECK_LOCATION()); + ARMNN_LOG(warning) << std::setprecision(6) << descName << ": Expected " << expectedScale << + " for bias quantization scale (product of input and weight scales), but got " << + biasScale << ". Using scale provided."; } }; @@ -3707,4 +3706,4 @@ void ReduceQueueDescriptor::Validate(const WorkloadInfo& workloadInfo) const ValidateTensorDataTypesMatch(inputTensorInfo, outputTensorInfo, descriptorName, "input", "output"); } -} // namespace armnn +} // namespace armnn \ No newline at end of file -- cgit v1.2.1