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author | James Conroy <james.conroy@arm.com> | 2020-11-06 16:28:18 +0000 |
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committer | James Conroy <james.conroy@arm.com> | 2020-11-09 18:26:28 +0000 |
commit | aba90cd608eb65ab459cd71a6724511a1507763b (patch) | |
tree | 8c83548e02de2bc6c34811ea2eb9c3dac0976068 /src/backends/reference/RefLayerSupport.cpp | |
parent | c9bc80e1d93d27ad298133c7345627e6a946fb92 (diff) | |
download | armnn-aba90cd608eb65ab459cd71a6724511a1507763b.tar.gz |
IVGCVSW-5091 Add Logical ops frontend and ref impl
* Add frontend and reference implementation for logical
ops NOT, AND, OR.
* Unary NOT uses existing ElementwiseUnary layer and
ElementwiseUnary descriptor.
* Binary AND/OR uses new layer LogicalBinary and new
LogicalBinary descriptor.
* Add serialization/deserializion support and add missing
ElementwiseUnary deserializer code.
* Add additional Boolean decoder in BaseIterator.hpp.
Signed-off-by: James Conroy <james.conroy@arm.com>
Change-Id: Id343b01174053a166de1b98b6175e04a5065f720
Diffstat (limited to 'src/backends/reference/RefLayerSupport.cpp')
-rw-r--r-- | src/backends/reference/RefLayerSupport.cpp | 47 |
1 files changed, 47 insertions, 0 deletions
diff --git a/src/backends/reference/RefLayerSupport.cpp b/src/backends/reference/RefLayerSupport.cpp index 52c079fae4..f48c120203 100644 --- a/src/backends/reference/RefLayerSupport.cpp +++ b/src/backends/reference/RefLayerSupport.cpp @@ -1105,6 +1105,53 @@ bool RefLayerSupport::IsL2NormalizationSupported(const TensorInfo& input, return supported; } +bool RefLayerSupport::IsLogicalBinarySupported(const TensorInfo& input0, + const TensorInfo& input1, + const TensorInfo& output, + const LogicalBinaryDescriptor& descriptor, + Optional<std::string&> reasonIfUnsupported) const +{ + IgnoreUnused(descriptor); + + std::array<DataType, 1> supportedTypes = + { + DataType::Boolean + }; + + bool supported = true; + supported &= CheckSupportRule(TypeAnyOf(input0, supportedTypes), reasonIfUnsupported, + "Reference LogicalBinary: input 0 type not supported"); + supported &= CheckSupportRule(TypeAnyOf(input1, supportedTypes), reasonIfUnsupported, + "Reference LogicalBinary: input 1 type not supported"); + + supported &= CheckSupportRule(TypesAreEqual(input0, output), reasonIfUnsupported, + "Reference LogicalBinary: input and output types do not match"); + + return supported; +} + +bool RefLayerSupport::IsLogicalUnarySupported(const TensorInfo& input, + const TensorInfo& output, + const ElementwiseUnaryDescriptor& descriptor, + Optional<std::string&> reasonIfUnsupported) const +{ + IgnoreUnused(descriptor); + + std::array<DataType, 1> supportedTypes = + { + DataType::Boolean + }; + + bool supported = true; + supported &= CheckSupportRule(TypeAnyOf(input, supportedTypes), reasonIfUnsupported, + "Reference LogicalUnary: input type not supported"); + + supported &= CheckSupportRule(TypesAreEqual(input, output), reasonIfUnsupported, + "Reference LogicalUnary: input and output types do not match"); + + return supported; +} + bool RefLayerSupport::IsLogSoftmaxSupported(const TensorInfo& input, const TensorInfo& output, const LogSoftmaxDescriptor& descriptor, |