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authorJames Conroy <james.conroy@arm.com>2020-11-06 16:28:18 +0000
committerJames Conroy <james.conroy@arm.com>2020-11-09 18:26:28 +0000
commitaba90cd608eb65ab459cd71a6724511a1507763b (patch)
tree8c83548e02de2bc6c34811ea2eb9c3dac0976068 /src/backends/reference/RefLayerSupport.cpp
parentc9bc80e1d93d27ad298133c7345627e6a946fb92 (diff)
downloadarmnn-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.cpp47
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,