36 BOOST_ASSERT(inputShapes.size() == 2);
43 std::vector<unsigned int> dims(numDims);
44 for (
unsigned int i = 0; i < numDims; i++)
46 unsigned int dim0 = input0[i];
47 unsigned int dim1 = input1[i];
49 BOOST_ASSERT_MSG(dim0 == dim1 || dim0 == 1 || dim1 == 1,
50 "Dimensions should either match or one should be of size 1.");
52 dims[i] = std::max(dim0, dim1);
55 return std::vector<TensorShape>({
TensorShape(numDims, dims.data()) });
66 BOOST_ASSERT(inferredShapes.size() == 1);
68 ConditionalThrowIfNotEqual<LayerValidationException>(
69 "ComparisonLayer: TensorShape set on OutputSlot[0] does not match the inferred shape.",
void ValidateTensorShapesFromInputs() override
Check if the input tensor shape(s) will lead to a valid configuration of ComparisonLayer.
std::vector< TensorShape > InferOutputShapes(const std::vector< TensorShape > &inputShapes) const override
By default returns inputShapes if the number of inputs are equal to number of outputs, otherwise infers the output shapes from given input shapes and layer properties.
ComparisonDescriptor m_Param
The parameters for the layer (not including tensor-valued weights etc.).
const ComparisonDescriptor & GetParameters() const
const TensorShape & GetShape() const
A ComparisonDescriptor for the ComparisonLayer.
Copyright (c) 2020 ARM Limited.
ComparisonLayer * Clone(Graph &graph) const override
Creates a dynamically-allocated copy of this layer.
void VerifyLayerConnections(unsigned int expectedConnections, const CheckLocation &location) const
const InputSlot & GetInputSlot(unsigned int index) const override
Get a const input slot handle by slot index.
ComparisonLayer(const ComparisonDescriptor ¶m, const char *name)
Constructor to create a ComparisonLayer.
virtual std::unique_ptr< IWorkload > CreateComparison(const ComparisonQueueDescriptor &descriptor, const WorkloadInfo &Info) const
void Accept(ILayerVisitor &visitor) const override
Apply a visitor to this layer.
unsigned int GetNumDimensions() const
virtual std::unique_ptr< IWorkload > CreateWorkload(const IWorkloadFactory &factory) const override
Makes a workload for the Comparison type.
WorkloadInfo PrepInfoAndDesc(QueueDescriptor &descriptor) const
Helper function to reduce duplication in *LayerCreateWorkload.
const OutputSlot & GetOutputSlot(unsigned int index=0) const override
Get the const output slot handle by slot index.
virtual const TensorInfo & GetTensorInfo() const =0
const char * GetName() const override
Returns the name of the layer.
This layer represents a comparison operation.
virtual void VisitComparisonLayer(const IConnectableLayer *layer, const ComparisonDescriptor &comparisonDescriptor, const char *name=nullptr)=0
Function a Comparison layer should call back to when its Accept(ILayerVisitor&) function is invoked...
const TensorInfo & GetTensorInfo() const override