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path: root/src/backends/backendsCommon/WorkloadData.cpp
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-rw-r--r--src/backends/backendsCommon/WorkloadData.cpp61
1 files changed, 61 insertions, 0 deletions
diff --git a/src/backends/backendsCommon/WorkloadData.cpp b/src/backends/backendsCommon/WorkloadData.cpp
index a6def847fa..fe22133104 100644
--- a/src/backends/backendsCommon/WorkloadData.cpp
+++ b/src/backends/backendsCommon/WorkloadData.cpp
@@ -1322,6 +1322,67 @@ void Convolution2dQueueDescriptor::Validate(const WorkloadInfo& workloadInfo) co
}
}
+void Convolution3dQueueDescriptor::Validate(const WorkloadInfo& workloadInfo) const
+{
+ const std::string descriptorName{"Convolution3dQueueDescriptor"};
+
+ ValidateNumInputs(workloadInfo, descriptorName, 1);
+ ValidateNumOutputs(workloadInfo, descriptorName, 1);
+
+ const TensorInfo& inputTensorInfo = workloadInfo.m_InputTensorInfos[0];
+ const TensorInfo& outputTensorInfo = workloadInfo.m_OutputTensorInfos[0];
+
+ ValidateTensorNumDimensions(inputTensorInfo, descriptorName, 5, "input");
+ ValidateTensorNumDimensions(outputTensorInfo, descriptorName, 5, "output");
+
+ ValidatePointer(m_Weight, descriptorName, "weight");
+
+ const TensorInfo& weightTensorInfo = m_Weight->GetTensorInfo();
+ ValidateTensorNumDimensions(weightTensorInfo, descriptorName, 5, "weight");
+
+ ValidateWeightDataType(inputTensorInfo, weightTensorInfo, descriptorName);
+
+ Optional<TensorInfo> optionalBiasTensorInfo;
+ if (m_Parameters.m_BiasEnabled)
+ {
+ ValidatePointer(m_Bias, 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);
+ }
+
+ if (m_Parameters.m_StrideX <= 0 || m_Parameters.m_StrideY <= 0 || m_Parameters.m_StrideZ <= 0 )
+ {
+ throw InvalidArgumentException(
+ fmt::format("{}: strideX (provided {}), strideY (provided {}) or strideZ (provided {})"
+ "cannot be either negative or 0.",
+ descriptorName, m_Parameters.m_StrideX, m_Parameters.m_StrideY, m_Parameters.m_StrideZ));
+ }
+
+ ValidatePerAxisQuantization(inputTensorInfo,
+ outputTensorInfo,
+ weightTensorInfo,
+ optionalBiasTensorInfo,
+ descriptorName);
+
+ std::vector<DataType> supportedTypes =
+ {
+ DataType::BFloat16,
+ DataType::Float16,
+ DataType::Float32,
+ DataType::QAsymmS8,
+ DataType::QAsymmU8,
+ DataType::QSymmS16,
+ DataType::QSymmS8
+ };
+
+ ValidateDataTypes(inputTensorInfo, supportedTypes, descriptorName);
+ ValidateTensorDataTypesMatch(inputTensorInfo, outputTensorInfo, descriptorName, "input", "output");
+}
+
void DepthwiseConvolution2dQueueDescriptor::Validate(const WorkloadInfo& workloadInfo) const
{
const std::string descriptorName{"DepthwiseConvolution2dQueueDescriptor"};