diff options
Diffstat (limited to 'src/backends/reference/RefLayerSupport.cpp')
| -rw-r--r-- | src/backends/reference/RefLayerSupport.cpp | 46 |
1 files changed, 46 insertions, 0 deletions
diff --git a/src/backends/reference/RefLayerSupport.cpp b/src/backends/reference/RefLayerSupport.cpp index 06d9e1bff9..429993a55f 100644 --- a/src/backends/reference/RefLayerSupport.cpp +++ b/src/backends/reference/RefLayerSupport.cpp @@ -1466,4 +1466,50 @@ bool RefLayerSupport::IsPreluSupported(const TensorInfo& input, return supported; } +bool RefLayerSupport::IsTransposeConvolution2dSupported(const TensorInfo& input, + const TensorInfo& output, + const TransposeConvolution2dDescriptor& descriptor, + const TensorInfo& weights, + const Optional<TensorInfo>& biases, + Optional<std::string&> reasonIfUnsupported) const +{ + ignore_unused(descriptor); + + bool supported = true; + + std::array<DataType,3> supportedTypes = + { + DataType::Float32, + DataType::QuantisedAsymm8, + DataType::QuantisedSymm16 + }; + + supported &= CheckSupportRule(TypeAnyOf(input, supportedTypes), reasonIfUnsupported, + "Reference TransposeConvolution2d: input is not a supported type."); + + supported &= CheckSupportRule(TypeAnyOf(output, supportedTypes), reasonIfUnsupported, + "Reference TransposeConvolution2d: output is not a supported type."); + + supported &= CheckSupportRule(TypeAnyOf(weights, supportedTypes), reasonIfUnsupported, + "Reference TransposeConvolution2d: weights is not a supported type."); + + supported &= CheckSupportRule(TypesAreEqual(input, output), reasonIfUnsupported, + "Reference TransposeConvolution2d: input and output types mismatched."); + + supported &= CheckSupportRule(TypesAreEqual(input, weights), reasonIfUnsupported, + "Reference TransposeConvolution2d: input and weights types mismatched."); + + if (biases.has_value()) + { + std::array<DataType,3> biasesSupportedTypes = { + DataType::Float32, + DataType::Signed32 + }; + supported &= CheckSupportRule(TypeAnyOf(biases.value(), biasesSupportedTypes), reasonIfUnsupported, + "Reference TransposeConvolution2d: biases is not a supported type."); + } + + return supported; +} + } // namespace armnn |