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path: root/src/backends/backendsCommon/WorkloadData.cpp
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Diffstat (limited to 'src/backends/backendsCommon/WorkloadData.cpp')
-rw-r--r--src/backends/backendsCommon/WorkloadData.cpp31
1 files changed, 23 insertions, 8 deletions
diff --git a/src/backends/backendsCommon/WorkloadData.cpp b/src/backends/backendsCommon/WorkloadData.cpp
index 201cc7d1ec..6222ba4800 100644
--- a/src/backends/backendsCommon/WorkloadData.cpp
+++ b/src/backends/backendsCommon/WorkloadData.cpp
@@ -2595,22 +2595,37 @@ void TransposeConvolution2dQueueDescriptor::Validate(const WorkloadInfo& workloa
const TensorInfo& weightTensorInfo = m_Weight->GetTensorInfo();
ValidateTensorNumDimensions(weightTensorInfo, descriptorName, 4, "weight");
- ValidateTensorDataType(weightTensorInfo, inputTensorInfo.GetDataType(), descriptorName, "weight");
+ ValidateWeightDataType(inputTensorInfo, weightTensorInfo, descriptorName);
+
+ Optional<TensorInfo> optionalBiasTensorInfo;
if (m_Parameters.m_BiasEnabled)
{
ValidatePointer(m_Bias, descriptorName, "bias");
- const TensorInfo& biasTensorInfo = m_Bias->GetTensorInfo();
- ValidateTensorNumDimensions(biasTensorInfo, descriptorName, 1, "bias");
-
- ValidateTensorDataType(biasTensorInfo,
- GetBiasDataType(inputTensorInfo.GetDataType()),
- descriptorName,
- "bias");
+ optionalBiasTensorInfo = MakeOptional<TensorInfo>(m_Bias->GetTensorInfo());
+ const TensorInfo& biasTensorInfo = optionalBiasTensorInfo.value();
+ ValidateTensorDataType(biasTensorInfo, GetBiasDataType(inputTensorInfo.GetDataType()), descriptorName, "bias");
ValidateBiasTensorQuantization(biasTensorInfo, inputTensorInfo, weightTensorInfo, descriptorName);
}
+
+ ValidatePerAxisQuantization(inputTensorInfo,
+ outputTensorInfo,
+ weightTensorInfo,
+ optionalBiasTensorInfo,
+ descriptorName);
+
+ std::vector<DataType> supportedTypes =
+ {
+ DataType::Float32,
+ DataType::Float16,
+ DataType::QuantisedAsymm8,
+ DataType::QuantisedSymm16
+ };
+
+ ValidateDataTypes(inputTensorInfo, supportedTypes, descriptorName);
+ ValidateTensorDataTypesMatch(inputTensorInfo, outputTensorInfo, descriptorName, "input", "output");
}
void QuantizedLstmQueueDescriptor::Validate(const WorkloadInfo& workloadInfo) const