// // Copyright © 2017 Arm Ltd. All rights reserved. // SPDX-License-Identifier: MIT // #include "ResizeLayer.hpp" #include "LayerCloneBase.hpp" #include #include #include #include using namespace armnnUtils; namespace armnn { ResizeLayer::ResizeLayer(const ResizeDescriptor& param, const char* name) : LayerWithParameters(1, 1, LayerType::Resize, param, name) { } std::unique_ptr ResizeLayer::CreateWorkload(const IWorkloadFactory& factory) const { ResizeQueueDescriptor descriptor; return factory.CreateResize(descriptor, PrepInfoAndDesc(descriptor)); } ResizeLayer* ResizeLayer::Clone(Graph& graph) const { return CloneBase(graph, m_Param, GetName()); } std::vector ResizeLayer::InferOutputShapes(const std::vector& inputShapes) const { ARMNN_ASSERT(inputShapes.size() == 1); const TensorShape& inputShape = inputShapes[0]; const DataLayoutIndexed dimensionIndices = m_Param.m_DataLayout; unsigned int outWidth = m_Param.m_TargetWidth; unsigned int outHeight = m_Param.m_TargetHeight; unsigned int outChannels = inputShape[dimensionIndices.GetChannelsIndex()]; unsigned int outBatch = inputShape[0]; TensorShape tensorShape = m_Param.m_DataLayout == armnn::DataLayout::NHWC ? TensorShape( { outBatch, outHeight, outWidth, outChannels } ) : TensorShape( { outBatch, outChannels, outHeight, outWidth }); if (m_Param.m_HalfPixelCenters && m_Param.m_AlignCorners) { throw LayerValidationException("ResizeLayer: AlignCorners cannot be true when HalfPixelCenters is true"); } return std::vector({ tensorShape }); } void ResizeLayer::ValidateTensorShapesFromInputs(ShapeInferenceMethod shapeInferenceMethod) { IgnoreUnused(shapeInferenceMethod); VerifyLayerConnections(1, CHECK_LOCATION()); auto inferredShapes = InferOutputShapes({ GetInputSlot(0).GetConnection()->GetTensorInfo().GetShape() }); ARMNN_ASSERT(inferredShapes.size() == 1); ConditionalThrowIfNotEqual( "ResizeLayer: TensorShape set on OutputSlot[0] does not match the inferred shape.", GetOutputSlot(0).GetTensorInfo().GetShape(), inferredShapes[0]); } void ResizeLayer::Accept(ILayerVisitor& visitor) const { visitor.VisitResizeLayer(this, GetParameters(), GetName()); } } // namespace armnn