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author | Tianle Cheng <tianle.cheng@arm.com> | 2023-06-28 13:20:47 +0100 |
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committer | Tianle Cheng <tianle.cheng@arm.com> | 2023-07-04 10:36:43 +0000 |
commit | 988354de127528bdebb98fd25661fbf2f39f17dd (patch) | |
tree | c06f5250bdd0182055ac9e84e20d6e338518ad08 /src/backends/reference/RefLayerSupport.cpp | |
parent | 9414936e62ed8cd18cc33c0390bb605a782556c6 (diff) | |
download | armnn-988354de127528bdebb98fd25661fbf2f39f17dd.tar.gz |
IVGCVSW-7831: Front end and Reference Implementation for REVERSE_V2
* Descriptors added for ReverseV2
* Layer definition added
* Input validation added
* Reference workload implementation for ReverseV2 added
* Reference layer unit tests made for ReverseV2
* CompareTensors method updated to support comparison between empty tensors
* CMake and other build files updated
Signed-off-by: Tianle Cheng <tianle.cheng@arm.com>
Change-Id: I805738454421309fda77c44218a8df171d68dc18
Diffstat (limited to 'src/backends/reference/RefLayerSupport.cpp')
-rw-r--r-- | src/backends/reference/RefLayerSupport.cpp | 35 |
1 files changed, 35 insertions, 0 deletions
diff --git a/src/backends/reference/RefLayerSupport.cpp b/src/backends/reference/RefLayerSupport.cpp index 81e5c837a5..1d5fab1adc 100644 --- a/src/backends/reference/RefLayerSupport.cpp +++ b/src/backends/reference/RefLayerSupport.cpp @@ -341,6 +341,11 @@ bool RefLayerSupport::IsLayerSupported(const LayerType& type, infos[1], *(PolymorphicDowncast<const ResizeDescriptor*>(&descriptor)), reasonIfUnsupported); + case LayerType::ReverseV2: + return IsReverseV2Supported(infos[0], + infos[1], + *(PolymorphicDowncast<const ReverseV2Descriptor*>(&descriptor)), + reasonIfUnsupported); case LayerType::Reduce: return IsReduceSupported(infos[0], infos[1], @@ -2356,6 +2361,36 @@ bool RefLayerSupport::IsResizeSupported(const TensorInfo& input, return supported; } +bool RefLayerSupport::IsReverseV2Supported(const TensorInfo& input, + const TensorInfo& output, + const ReverseV2Descriptor& descriptor, + Optional<std::string&> reasonIfUnsupported) const +{ + IgnoreUnused(descriptor); + bool supported = true; + // ReverseV2 is data type agnostic so it can support all the types in the Reference backend + std::array<DataType,6> supportedTypes = + { + DataType::BFloat16, + DataType::Float32, + DataType::Float16, + DataType::QAsymmS8, + DataType::QAsymmU8, + DataType::QSymmS16 + }; + + supported &= CheckSupportRule(TypeAnyOf(input, supportedTypes), reasonIfUnsupported, + "Reference ReverseV2: input type not supported"); + + supported &= CheckSupportRule(TypeAnyOf(output, supportedTypes), reasonIfUnsupported, + "Reference ReverseV2: output type not supported"); + + supported &= CheckSupportRule(TypesAreEqual(input, output), reasonIfUnsupported, + "Reference ReverseV2: input and output types not matching"); + + return supported; +} + bool RefLayerSupport::IsShapeSupported(const TensorInfo& input, const TensorInfo& output, Optional<std::string&> reasonIfUnsupported) const |