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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.cpp168
1 files changed, 84 insertions, 84 deletions
diff --git a/src/backends/backendsCommon/WorkloadData.cpp b/src/backends/backendsCommon/WorkloadData.cpp
index c3dd601fbd..fa5c6fe38e 100644
--- a/src/backends/backendsCommon/WorkloadData.cpp
+++ b/src/backends/backendsCommon/WorkloadData.cpp
@@ -30,9 +30,9 @@ DataType GetBiasDataType(DataType inputDataType)
return DataType::Float16;
case DataType::Float32:
return DataType::Float32;
- case DataType::QuantisedAsymm8:
+ case DataType::QAsymmU8:
return DataType::Signed32;
- case DataType::QuantisedSymm16:
+ case DataType::QSymmS16:
return DataType::Signed32;
default:
BOOST_ASSERT_MSG(false, "Invalid input data type");
@@ -342,11 +342,11 @@ void ValidateWeightDataType(const TensorInfo& inputInfo,
const std::string& descName)
{
const DataType inputType = inputInfo.GetDataType();
- if (inputType == DataType::QuantisedAsymm8)
+ if (inputType == DataType::QAsymmU8)
{
const std::vector<DataType> validTypes =
{
- DataType::QuantisedAsymm8,
+ DataType::QAsymmU8,
DataType::QuantizedSymm8PerAxis
};
@@ -403,7 +403,7 @@ void ValidatePerAxisQuantization(const TensorInfo& inputInfo,
const DataType outputDataType = outputInfo.GetDataType();
const bool canHavePerAxisQuantization =
- inputDataType == DataType::QuantisedAsymm8 && inputDataType == outputDataType;
+ inputDataType == DataType::QAsymmU8 && inputDataType == outputDataType;
if (!canHavePerAxisQuantization)
{
@@ -580,8 +580,8 @@ void ActivationQueueDescriptor::Validate(const WorkloadInfo& workloadInfo) const
{
DataType::Float16,
DataType::Float32,
- DataType::QuantisedAsymm8,
- DataType::QuantisedSymm16
+ DataType::QAsymmU8,
+ DataType::QSymmS16
};
ValidateDataTypes(inputTensorInfo, supportedTypes, descriptorName);
@@ -608,8 +608,8 @@ void ArgMinMaxQueueDescriptor::Validate(const WorkloadInfo& workloadInfo) const
{
DataType::Float16,
DataType::Float32,
- DataType::QuantisedAsymm8,
- DataType::QuantisedSymm16,
+ DataType::QAsymmU8,
+ DataType::QSymmS16,
DataType::Signed32
};
@@ -665,8 +665,8 @@ void SoftmaxQueueDescriptor::Validate(const WorkloadInfo& workloadInfo) const
{
DataType::Float16,
DataType::Float32,
- DataType::QuantisedAsymm8,
- DataType::QuantisedSymm16
+ DataType::QAsymmU8,
+ DataType::QSymmS16
};
ValidateDataTypes(inputTensorInfo, supportedTypes, descriptorName);
@@ -687,8 +687,8 @@ void SplitterQueueDescriptor::Validate(const WorkloadInfo& workloadInfo) const
DataType::Float16,
DataType::Boolean,
DataType::Signed32,
- DataType::QuantisedAsymm8,
- DataType::QuantisedSymm16
+ DataType::QAsymmU8,
+ DataType::QSymmS16
};
const TensorInfo& inputTensorInfo = workloadInfo.m_InputTensorInfos[0];
@@ -823,8 +823,8 @@ void ConcatQueueDescriptor::Validate(const WorkloadInfo& workloadInfo) const
DataType::Float16,
DataType::Boolean,
DataType::Signed32,
- DataType::QuantisedAsymm8,
- DataType::QuantisedSymm16
+ DataType::QAsymmU8,
+ DataType::QSymmS16
};
const TensorInfo& outputTensorInfo = workloadInfo.m_OutputTensorInfos[0];
@@ -910,8 +910,8 @@ void StackQueueDescriptor::Validate(const WorkloadInfo& workloadInfo) const
DataType::Float16,
DataType::Boolean,
DataType::Signed32,
- DataType::QuantisedAsymm8,
- DataType::QuantisedSymm16
+ DataType::QAsymmU8,
+ DataType::QSymmS16
};
ValidateDataTypes(workloadInfo.m_InputTensorInfos[0], supportedTypes, descriptorName);
@@ -971,8 +971,8 @@ void FullyConnectedQueueDescriptor::Validate(const WorkloadInfo& workloadInfo) c
{
DataType::Float32,
DataType::Float16,
- DataType::QuantisedAsymm8,
- DataType::QuantisedSymm16
+ DataType::QAsymmU8,
+ DataType::QSymmS16
};
ValidateDataTypes(inputTensorInfo, supportedTypes, descriptorName);
@@ -994,8 +994,8 @@ void NormalizationQueueDescriptor::Validate(const WorkloadInfo& workloadInfo) co
{
DataType::Float16,
DataType::Float32,
- DataType::QuantisedAsymm8,
- DataType::QuantisedSymm16
+ DataType::QAsymmU8,
+ DataType::QSymmS16
};
ValidateDataTypes(inputTensorInfo, supportedTypes, descriptorName);
@@ -1019,8 +1019,8 @@ void AdditionQueueDescriptor::Validate(const WorkloadInfo& workloadInfo) const
std::vector<DataType> supportedTypes =
{
DataType::Float32,
- DataType::QuantisedAsymm8,
- DataType::QuantisedSymm16,
+ DataType::QAsymmU8,
+ DataType::QSymmS16,
DataType::Float16
};
@@ -1053,8 +1053,8 @@ void MultiplicationQueueDescriptor::Validate(const WorkloadInfo& workloadInfo) c
std::vector<DataType> supportedTypes =
{
DataType::Float32,
- DataType::QuantisedAsymm8,
- DataType::QuantisedSymm16,
+ DataType::QAsymmU8,
+ DataType::QSymmS16,
DataType::Float16
};
@@ -1087,8 +1087,8 @@ void BatchNormalizationQueueDescriptor::Validate(const WorkloadInfo& workloadInf
{
DataType::Float16,
DataType::Float32,
- DataType::QuantisedAsymm8,
- DataType::QuantisedSymm16
+ DataType::QAsymmU8,
+ DataType::QSymmS16
};
ValidateDataTypes(inputTensorInfo, supportedTypes, descriptorName);
@@ -1159,8 +1159,8 @@ void Convolution2dQueueDescriptor::Validate(const WorkloadInfo& workloadInfo) co
std::vector<DataType> supportedTypes =
{
DataType::Float32,
- DataType::QuantisedAsymm8,
- DataType::QuantisedSymm16,
+ DataType::QAsymmU8,
+ DataType::QSymmS16,
DataType::Float16
};
@@ -1232,8 +1232,8 @@ void DepthwiseConvolution2dQueueDescriptor::Validate(const WorkloadInfo& workloa
std::vector<DataType> supportedTypes =
{
DataType::Float32,
- DataType::QuantisedAsymm8,
- DataType::QuantisedSymm16,
+ DataType::QAsymmU8,
+ DataType::QSymmS16,
DataType::Float16
};
@@ -1287,8 +1287,8 @@ void Pooling2dQueueDescriptor::Validate(const WorkloadInfo& workloadInfo) const
{
DataType::Float32,
DataType::Float16,
- DataType::QuantisedAsymm8,
- DataType::QuantisedSymm16
+ DataType::QAsymmU8,
+ DataType::QSymmS16
};
ValidateDataTypes(inputTensorInfo, supportedTypes, descriptorName);
@@ -1312,8 +1312,8 @@ void ResizeBilinearQueueDescriptor::Validate(const WorkloadInfo& workloadInfo) c
{
DataType::Float16,
DataType::Float32,
- DataType::QuantisedAsymm8,
- DataType::QuantisedSymm16
+ DataType::QAsymmU8,
+ DataType::QSymmS16
};
ValidateDataTypes(inputTensorInfo, supportedTypes, descriptorName);
@@ -1359,8 +1359,8 @@ void ResizeQueueDescriptor::Validate(const WorkloadInfo& workloadInfo) const
{
DataType::Float16,
DataType::Float32,
- DataType::QuantisedAsymm8,
- DataType::QuantisedSymm16
+ DataType::QAsymmU8,
+ DataType::QSymmS16
};
ValidateDataTypes(inputTensorInfo, supportedTypes, descriptorName);
@@ -1460,8 +1460,8 @@ void L2NormalizationQueueDescriptor::Validate(const WorkloadInfo& workloadInfo)
{
DataType::Float32,
DataType::Float16,
- DataType::QuantisedAsymm8,
- DataType::QuantisedSymm16
+ DataType::QAsymmU8,
+ DataType::QSymmS16
};
ValidateDataTypes(inputTensorInfo, supportedTypes, descriptorName);
@@ -1511,8 +1511,8 @@ void ConstantQueueDescriptor::Validate(const WorkloadInfo& workloadInfo) const
DataType::Float32,
DataType::Float16,
DataType::Signed32,
- DataType::QuantisedAsymm8,
- DataType::QuantisedSymm16
+ DataType::QAsymmU8,
+ DataType::QSymmS16
};
ValidateDataTypes(outputTensorInfo, supportedTypes, descriptorName);
@@ -1536,8 +1536,8 @@ void ReshapeQueueDescriptor::Validate(const WorkloadInfo& workloadInfo) const
DataType::Float32,
DataType::Float16,
DataType::Signed32,
- DataType::QuantisedAsymm8,
- DataType::QuantisedSymm16
+ DataType::QAsymmU8,
+ DataType::QSymmS16
};
ValidateDataTypes(inputTensorInfo, supportedTypes, descriptorName);
@@ -1601,8 +1601,8 @@ void SpaceToBatchNdQueueDescriptor::Validate(const WorkloadInfo& workloadInfo) c
{
DataType::Float16,
DataType::Float32,
- DataType::QuantisedAsymm8,
- DataType::QuantisedSymm16
+ DataType::QAsymmU8,
+ DataType::QSymmS16
};
ValidateDataTypes(inputTensorInfo, supportedTypes, descriptorName);
@@ -1626,8 +1626,8 @@ void SpaceToDepthQueueDescriptor::Validate(const WorkloadInfo& workloadInfo) con
{
DataType::Float32,
DataType::Float16,
- DataType::QuantisedAsymm8,
- DataType::QuantisedSymm16
+ DataType::QAsymmU8,
+ DataType::QSymmS16
};
ValidateDataTypes(inputTensorInfo, supportedTypes, descriptorName);
@@ -1674,7 +1674,7 @@ void FloorQueueDescriptor::Validate(const WorkloadInfo& workloadInfo) const
{
DataType::Float32,
DataType::Float16,
- DataType::QuantisedSymm16
+ DataType::QSymmS16
};
ValidateDataTypes(inputTensorInfo, supportedTypes, descriptorName);
@@ -1705,7 +1705,7 @@ void LstmQueueDescriptor::Validate(const WorkloadInfo& workloadInfo) const
{
DataType::Float16,
DataType::Float32,
- DataType::QuantisedSymm16
+ DataType::QSymmS16
};
// check for supported type of one input and match them with all the other input and output
@@ -2016,8 +2016,8 @@ void DivisionQueueDescriptor::Validate(const WorkloadInfo& workloadInfo) const
std::vector<DataType> supportedTypes =
{
DataType::Float32,
- DataType::QuantisedAsymm8,
- DataType::QuantisedSymm16,
+ DataType::QAsymmU8,
+ DataType::QSymmS16,
DataType::Float16
};
@@ -2047,8 +2047,8 @@ void SubtractionQueueDescriptor::Validate(const WorkloadInfo& workloadInfo) cons
std::vector<DataType> supportedTypes =
{
DataType::Float32,
- DataType::QuantisedAsymm8,
- DataType::QuantisedSymm16,
+ DataType::QAsymmU8,
+ DataType::QSymmS16,
DataType::Float16
};
@@ -2080,8 +2080,8 @@ void MaximumQueueDescriptor::Validate(const WorkloadInfo& workloadInfo) const
DataType::Float16,
DataType::Float32,
DataType::Signed32,
- DataType::QuantisedAsymm8,
- DataType::QuantisedSymm16
+ DataType::QAsymmU8,
+ DataType::QSymmS16
};
ValidateDataTypes(inputTensorInfo0, supportedTypes, descriptorName);
@@ -2110,8 +2110,8 @@ void MeanQueueDescriptor::Validate(const WorkloadInfo& workloadInfo) const
{
DataType::Float32,
DataType::Float16,
- DataType::QuantisedAsymm8,
- DataType::QuantisedSymm16
+ DataType::QAsymmU8,
+ DataType::QSymmS16
};
// First check if input tensor data type is supported, then
@@ -2178,9 +2178,9 @@ void QuantizeQueueDescriptor::Validate(const WorkloadInfo& workloadInfo) const
ValidateDataTypes(inputTensorInfo, supportedTypes, descriptorName);
- if (outputTensorInfo.GetDataType() != DataType::QuantisedAsymm8 &&
+ if (outputTensorInfo.GetDataType() != DataType::QAsymmU8 &&
outputTensorInfo.GetDataType() != DataType::QSymmS8 &&
- outputTensorInfo.GetDataType() != DataType::QuantisedSymm16)
+ outputTensorInfo.GetDataType() != DataType::QSymmS16)
{
throw InvalidArgumentException(descriptorName + ": Output of quantized layer must be quantized type.");
}
@@ -2200,8 +2200,8 @@ void BatchToSpaceNdQueueDescriptor::Validate(const WorkloadInfo& workloadInfo) c
{
DataType::Float32,
DataType::Float16,
- DataType::QuantisedAsymm8,
- DataType::QuantisedSymm16
+ DataType::QAsymmU8,
+ DataType::QSymmS16
};
ValidateDataTypes(inputTensorInfo, supportedTypes, descriptorName);
@@ -2222,8 +2222,8 @@ void StridedSliceQueueDescriptor::Validate(const WorkloadInfo& workloadInfo) con
{
DataType::Float16,
DataType::Float32,
- DataType::QuantisedAsymm8,
- DataType::QuantisedSymm16
+ DataType::QAsymmU8,
+ DataType::QSymmS16
};
ValidateDataTypes(inputTensorInfo, supportedTypes, descriptorName);
@@ -2279,8 +2279,8 @@ void MinimumQueueDescriptor::Validate(const WorkloadInfo& workloadInfo) const
DataType::Float16,
DataType::Float32,
DataType::Signed32,
- DataType::QuantisedAsymm8,
- DataType::QuantisedSymm16
+ DataType::QAsymmU8,
+ DataType::QSymmS16
};
ValidateDataTypes(inputTensorInfo0, supportedTypes, descriptorName);
@@ -2367,8 +2367,8 @@ void RsqrtQueueDescriptor::Validate(const WorkloadInfo& workloadInfo) const
{
DataType::Float16,
DataType::Float32,
- DataType::QuantisedAsymm8,
- DataType::QuantisedSymm16
+ DataType::QAsymmU8,
+ DataType::QSymmS16
};
ValidateDataTypes(inputTensorInfo, supportedTypes, descriptorName);
@@ -2395,8 +2395,8 @@ void GatherQueueDescriptor::Validate(const WorkloadInfo& workloadInfo) const
{
DataType::Float16,
DataType::Float32,
- DataType::QuantisedAsymm8,
- DataType::QuantisedSymm16
+ DataType::QAsymmU8,
+ DataType::QSymmS16
};
ValidateDataTypes(inputTensorInfo, supportedTypes, descriptorName);
@@ -2441,8 +2441,8 @@ void DetectionPostProcessQueueDescriptor::Validate(const WorkloadInfo& workloadI
{
DataType::Float32,
DataType::Float16,
- DataType::QuantisedAsymm8,
- DataType::QuantisedSymm16
+ DataType::QAsymmU8,
+ DataType::QSymmS16
};
ValidateDataTypes(boxEncodingsInfo, supportedInputTypes, descriptorName);
@@ -2531,8 +2531,8 @@ void SwitchQueueDescriptor::Validate(const WorkloadInfo& workloadInfo) const
std::vector<DataType> supportedTypes =
{
DataType::Float32,
- DataType::QuantisedAsymm8,
- DataType::QuantisedSymm16
+ DataType::QAsymmU8,
+ DataType::QSymmS16
};
ValidateDataTypes(inputTensorInfo0, supportedTypes, descriptorName);
@@ -2574,8 +2574,8 @@ void PreluQueueDescriptor::Validate(const WorkloadInfo& workloadInfo) const
{
DataType::Float16,
DataType::Float32,
- DataType::QuantisedAsymm8,
- DataType::QuantisedSymm16
+ DataType::QAsymmU8,
+ DataType::QSymmS16
};
ValidateDataTypes(inputTensorInfo, supportedTypes, descriptorName);
@@ -2636,8 +2636,8 @@ void TransposeConvolution2dQueueDescriptor::Validate(const WorkloadInfo& workloa
{
DataType::Float32,
DataType::Float16,
- DataType::QuantisedAsymm8,
- DataType::QuantisedSymm16
+ DataType::QAsymmU8,
+ DataType::QSymmS16
};
ValidateDataTypes(inputTensorInfo, supportedTypes, descriptorName);
@@ -2662,17 +2662,17 @@ void QuantizedLstmQueueDescriptor::Validate(const WorkloadInfo& workloadInfo) co
std::vector<DataType> inputOutputSupportedTypes =
{
- DataType::QuantisedAsymm8
+ DataType::QAsymmU8
};
std::vector<DataType> cellStateSupportedTypes =
{
- DataType::QuantisedSymm16
+ DataType::QSymmS16
};
std::vector<DataType> weightsSupportedTypes =
{
- DataType::QuantisedAsymm8
+ DataType::QAsymmU8
};
std::vector<DataType> biasSupportedTypes =
@@ -2831,8 +2831,8 @@ void AbsQueueDescriptor::Validate(const WorkloadInfo& workloadInfo) const
{
DataType::Float16,
DataType::Float32,
- DataType::QuantisedAsymm8,
- DataType::QuantisedSymm16
+ DataType::QAsymmU8,
+ DataType::QSymmS16
};
ValidateDataTypes(inputTensorInfo, supportedTypes, descriptorName);
@@ -2911,8 +2911,8 @@ void DepthToSpaceQueueDescriptor::Validate(const WorkloadInfo& workloadInfo) con
{
DataType::Float32,
DataType::Float16,
- DataType::QuantisedAsymm8,
- DataType::QuantisedSymm16
+ DataType::QAsymmU8,
+ DataType::QSymmS16
};
ValidateDataTypes(inputInfo, supportedTypes, descriptorName);
generated by cgit v1.2.1 (git 2.23.0) at 2024-05-31 17:02:32 +0000