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-rw-r--r--src/backends/reference/RefLayerSupport.cpp70
1 files changed, 70 insertions, 0 deletions
diff --git a/src/backends/reference/RefLayerSupport.cpp b/src/backends/reference/RefLayerSupport.cpp
index aaf9aa0e7c..c0ede678bf 100644
--- a/src/backends/reference/RefLayerSupport.cpp
+++ b/src/backends/reference/RefLayerSupport.cpp
@@ -605,6 +605,76 @@ bool RefLayerSupport::IsConvolution2dSupported(const TensorInfo& input,
return supported;
}
+bool RefLayerSupport::IsConvolution3dSupported(const TensorInfo& input,
+ const TensorInfo& output,
+ const Convolution3dDescriptor& descriptor,
+ const TensorInfo& weights,
+ const Optional<TensorInfo>& biases,
+ Optional<std::string&> reasonIfUnsupported) const
+{
+ bool supported = true;
+
+ // Define supported types.
+ std::array<DataType,7> supportedTypes =
+ {
+ DataType::BFloat16,
+ DataType::Float32,
+ DataType::Float16,
+ DataType::QAsymmS8,
+ DataType::QAsymmU8,
+ DataType::QSymmS8,
+ DataType::QSymmS16
+ };
+
+ supported &= CheckSupportRule(TypeAnyOf(input, supportedTypes), reasonIfUnsupported,
+ "Reference Convolution3d: input is not a supported type.");
+
+ supported &= CheckSupportRule(TypeAnyOf(output, supportedTypes), reasonIfUnsupported,
+ "Reference Convolution3d: output is not a supported type.");
+
+ supported &= CheckSupportRule(TypesAreEqual(input, output), reasonIfUnsupported,
+ "Reference Convolution3d: input and output types mismatched.");
+
+ const DataType inputType = input.GetDataType();
+ if (IsQuantized8BitType(inputType))
+ {
+ std::array<DataType, 3> supportedWeightTypes =
+ {
+ DataType::QAsymmS8,
+ DataType::QAsymmU8,
+ DataType::QSymmS8
+ };
+
+ supported &= CheckSupportRule(TypeAnyOf(weights, supportedWeightTypes), reasonIfUnsupported,
+ "Reference Convolution3d: weights type not supported for quantized input.");
+ }
+ else
+ {
+ supported &= CheckSupportRule(TypeAnyOf(weights, supportedTypes), reasonIfUnsupported,
+ "Reference Convolution3d: weights is not a supported type.");
+
+ supported &= CheckSupportRule(TypesAreEqual(input, weights), reasonIfUnsupported,
+ "Reference Convolution3d: input and weights types mismatched.");
+ }
+
+ if (biases.has_value())
+ {
+ std::array<DataType,4> biasesSupportedTypes =
+ {
+ DataType::BFloat16,
+ DataType::Float32,
+ DataType::Float16,
+ DataType::Signed32
+ };
+
+ supported &= CheckSupportRule(TypeAnyOf(biases.value(), biasesSupportedTypes), reasonIfUnsupported,
+ "Reference Convolution3d: biases is not a supported type.");
+ }
+ IgnoreUnused(descriptor);
+
+ return supported;
+}
+
bool RefLayerSupport::IsDebugSupported(const TensorInfo& input,
const TensorInfo& output,
Optional<std::string&> reasonIfUnsupported) const