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authorNattapat Chaimanowong <nattapat.chaimanowong@arm.com>2018-11-28 10:44:37 +0000
committerMatthew Bentham <matthew.bentham@arm.com>2018-11-28 13:57:58 +0000
commit5a4304a09fcbfd5fab4c73e5fd0d4cc9f3170395 (patch)
treec48ca6e33adec68612a90d19c734c2c085807493 /src/backends/backendsCommon
parent831faedd5d2f6306b23202fa4e450c6d241a44a0 (diff)
downloadarmnn-5a4304a09fcbfd5fab4c73e5fd0d4cc9f3170395.tar.gz
IVGCVSW-2253 Add maximum layer and corresponding no-op factory implementation
Change-Id: I8964f5e8978c2d2a07734a381e3f7c656c22456a
Diffstat (limited to 'src/backends/backendsCommon')
-rw-r--r--src/backends/backendsCommon/ILayerSupport.cpp8
-rw-r--r--src/backends/backendsCommon/WorkloadData.cpp13
-rw-r--r--src/backends/backendsCommon/WorkloadData.hpp6
-rw-r--r--src/backends/backendsCommon/WorkloadFactory.cpp12
-rw-r--r--src/backends/backendsCommon/WorkloadFactory.hpp3
-rw-r--r--src/backends/backendsCommon/test/IsLayerSupportedTestImpl.hpp2
6 files changed, 44 insertions, 0 deletions
diff --git a/src/backends/backendsCommon/ILayerSupport.cpp b/src/backends/backendsCommon/ILayerSupport.cpp
index 55dd447369..28fd0a3748 100644
--- a/src/backends/backendsCommon/ILayerSupport.cpp
+++ b/src/backends/backendsCommon/ILayerSupport.cpp
@@ -183,6 +183,14 @@ bool ILayerSupport::IsLstmSupported(const TensorInfo& input,
return DefaultLayerSupport(__func__, __FILE__, __LINE__, reasonIfUnsupported);
}
+bool ILayerSupport::IsMaximumSupported(const TensorInfo& input0,
+ const TensorInfo& input1,
+ const TensorInfo& output,
+ Optional<std::string&> reasonIfUnsupported) const
+{
+ return DefaultLayerSupport(__func__, __FILE__, __LINE__, reasonIfUnsupported);
+}
+
bool ILayerSupport::IsMeanSupported(const TensorInfo& input,
const TensorInfo& output,
const MeanDescriptor& descriptor,
diff --git a/src/backends/backendsCommon/WorkloadData.cpp b/src/backends/backendsCommon/WorkloadData.cpp
index af57fee935..9c513177a3 100644
--- a/src/backends/backendsCommon/WorkloadData.cpp
+++ b/src/backends/backendsCommon/WorkloadData.cpp
@@ -887,6 +887,19 @@ void SubtractionQueueDescriptor::Validate(const WorkloadInfo& workloadInfo) cons
"second input");
}
+void MaximumQueueDescriptor::Validate(const WorkloadInfo& workloadInfo) const
+{
+ ValidateTwoInputs(workloadInfo, "MaximumQueueDescriptor");
+ ValidateSingleOutput(workloadInfo, "MaximumQueueDescriptor");
+
+ ValidateBroadcastTensorShapesMatch(workloadInfo.m_InputTensorInfos[0],
+ workloadInfo.m_InputTensorInfos[1],
+ workloadInfo.m_OutputTensorInfos[0],
+ "MaximumQueueDescriptor",
+ "first input",
+ "second input");
+}
+
void MeanQueueDescriptor::Validate(const WorkloadInfo& workloadInfo) const
{
ValidateSingleInput(workloadInfo, "MeanQueueDescriptor");
diff --git a/src/backends/backendsCommon/WorkloadData.hpp b/src/backends/backendsCommon/WorkloadData.hpp
index 8cc60d0a96..58b141353b 100644
--- a/src/backends/backendsCommon/WorkloadData.hpp
+++ b/src/backends/backendsCommon/WorkloadData.hpp
@@ -199,6 +199,12 @@ struct SubtractionQueueDescriptor : QueueDescriptor
void Validate(const WorkloadInfo& workloadInfo) const;
};
+// Maximum layer workload data.
+struct MaximumQueueDescriptor : QueueDescriptor
+{
+ void Validate(const WorkloadInfo& workloadInfo) const;
+};
+
// Mean layer workload data.
struct MeanQueueDescriptor : QueueDescriptorWithParameters<MeanDescriptor>
{
diff --git a/src/backends/backendsCommon/WorkloadFactory.cpp b/src/backends/backendsCommon/WorkloadFactory.cpp
index 2e2824e521..96b52ac972 100644
--- a/src/backends/backendsCommon/WorkloadFactory.cpp
+++ b/src/backends/backendsCommon/WorkloadFactory.cpp
@@ -450,6 +450,18 @@ bool IWorkloadFactory::IsLayerSupported(const BackendId& backendId,
reason);
break;
}
+ case LayerType::Maximum:
+ {
+ const TensorInfo& input0 = layer.GetInputSlot(0).GetConnection()->GetTensorInfo();
+ const TensorInfo& input1 = layer.GetInputSlot(1).GetConnection()->GetTensorInfo();
+ const TensorInfo& output = layer.GetOutputSlot(0).GetTensorInfo();
+
+ result = layerSupportObject->IsMaximumSupported(OverrideDataType(input0, dataType),
+ OverrideDataType(input1, dataType),
+ OverrideDataType(output, dataType),
+ reason);
+ break;
+ }
case LayerType::Merger:
{
auto cLayer = boost::polymorphic_downcast<const MergerLayer*>(&layer);
diff --git a/src/backends/backendsCommon/WorkloadFactory.hpp b/src/backends/backendsCommon/WorkloadFactory.hpp
index a1d0400f11..390f70c893 100644
--- a/src/backends/backendsCommon/WorkloadFactory.hpp
+++ b/src/backends/backendsCommon/WorkloadFactory.hpp
@@ -133,6 +133,9 @@ public:
virtual std::unique_ptr<IWorkload> CreateSubtraction(const SubtractionQueueDescriptor& descriptor,
const WorkloadInfo& info) const = 0;
+ virtual std::unique_ptr<IWorkload> CreateMaximum(const MaximumQueueDescriptor& descriptor,
+ const WorkloadInfo& info) const = 0;
+
virtual std::unique_ptr<IWorkload> CreateMean(const MeanQueueDescriptor& descriptor,
const WorkloadInfo& Info) const = 0;
diff --git a/src/backends/backendsCommon/test/IsLayerSupportedTestImpl.hpp b/src/backends/backendsCommon/test/IsLayerSupportedTestImpl.hpp
index 7817e42321..6941fc056d 100644
--- a/src/backends/backendsCommon/test/IsLayerSupportedTestImpl.hpp
+++ b/src/backends/backendsCommon/test/IsLayerSupportedTestImpl.hpp
@@ -346,6 +346,8 @@ DECLARE_LAYER_POLICY_2_PARAM(L2Normalization)
DECLARE_LAYER_POLICY_2_PARAM(Lstm)
+DECLARE_LAYER_POLICY_1_PARAM(Maximum)
+
DECLARE_LAYER_POLICY_2_PARAM(Mean)
DECLARE_LAYER_POLICY_2_PARAM(Merger)