IVGCVSW-4375 Add support for Transpose
* Added TransposeLayer
* Added CL, Neon and Ref Workloads
* Added Transpose utilities
* Added Serializer and Deserializer support
* Added Quantizer support
Signed-off-by: Mike Kelly <mike.kelly@arm.com>
Change-Id: I04c755ba7cb5b1edf72b3c9f3c0314878032e3c7
diff --git a/src/backends/reference/RefLayerSupport.cpp b/src/backends/reference/RefLayerSupport.cpp
index 8f1f170..25334c3 100644
--- a/src/backends/reference/RefLayerSupport.cpp
+++ b/src/backends/reference/RefLayerSupport.cpp
@@ -1388,9 +1388,10 @@
bool supported = true;
// Define supported output and inputs types.
- std::array<DataType,3> supportedTypes =
+ std::array<DataType, 4> supportedTypes =
{
DataType::Float32,
+ DataType::Float16,
DataType::QAsymmU8,
DataType::QSymmS16
};
@@ -1912,4 +1913,33 @@
return supported;
}
+bool RefLayerSupport::IsTransposeSupported(const TensorInfo& input,
+ const TensorInfo& output,
+ const TransposeDescriptor& descriptor,
+ Optional<std::string&> reasonIfUnsupported) const
+{
+ ignore_unused(descriptor);
+ bool supported = true;
+
+ // Define supported output and inputs types.
+ std::array<DataType, 4> supportedTypes =
+ {
+ DataType::Float32,
+ DataType::Float16,
+ DataType::QAsymmU8,
+ DataType::QSymmS16
+ };
+
+ supported &= CheckSupportRule(TypeAnyOf(input, supportedTypes), reasonIfUnsupported,
+ "Reference transpose: input is not a supported type.");
+
+ supported &= CheckSupportRule(TypeAnyOf(output, supportedTypes), reasonIfUnsupported,
+ "Reference transpose: output is not a supported type.");
+
+ supported &= CheckSupportRule(TypesAreEqual(input, output), reasonIfUnsupported,
+ "Reference transpose: input and output types are mismatched.");
+
+ return supported;
+}
+
} // namespace armnn