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.",
const char * GetName() const override
unsigned int GetNumDimensions() const
virtual const TensorInfo & GetTensorInfo() const =0
void ValidateTensorShapesFromInputs() override
std::vector< TensorShape > InferOutputShapes(const std::vector< TensorShape > &inputShapes) const override
virtual void VisitComparisonLayer(const IConnectableLayer *layer, const ComparisonDescriptor &comparisonDescriptor, const char *name=nullptr)=0
virtual std::unique_ptr< IWorkload > CreateWorkload(const IWorkloadFactory &factory) const override
const ComparisonDescriptor & GetParameters() const
ComparisonDescriptor m_Param
The parameters for the layer (not including tensor-valued weights etc.).
void VerifyLayerConnections(unsigned int expectedConnections, const CheckLocation &location) const
WorkloadInfo PrepInfoAndDesc(QueueDescriptor &descriptor) const
Helper function to reduce duplication in *LayerCreateWorkload.
ComparisonLayer(const ComparisonDescriptor ¶m, const char *name)
void Accept(ILayerVisitor &visitor) const override
ComparisonLayer * Clone(Graph &graph) const override
This layer represents a comparison operation.
virtual std::unique_ptr< IWorkload > CreateComparison(const ComparisonQueueDescriptor &descriptor, const WorkloadInfo &Info) const
const TensorShape & GetShape() const
const TensorInfo & GetTensorInfo() const override
const OutputSlot & GetOutputSlot(unsigned int index=0) const override
A ComparisonDescriptor for the ComparisonLayer.
const InputSlot & GetInputSlot(unsigned int index) const override