// // Copyright © 2019 Arm Ltd. All rights reserved. // SPDX-License-Identifier: MIT // #include "DepthToSpaceLayer.hpp" #include "LayerCloneBase.hpp" #include #include #include #include #include namespace armnn { DepthToSpaceLayer::DepthToSpaceLayer(const DepthToSpaceDescriptor& param, const char* name) : LayerWithParameters(1, 1, LayerType::DepthToSpace, param, name) {} std::unique_ptr DepthToSpaceLayer::CreateWorkload(const IWorkloadFactory& factory) const { DepthToSpaceQueueDescriptor descriptor; descriptor.m_Parameters.m_BlockSize = m_Param.m_BlockSize; descriptor.m_Parameters.m_DataLayout = m_Param.m_DataLayout; return factory.CreateDepthToSpace(descriptor, PrepInfoAndDesc(descriptor)); } DepthToSpaceLayer* DepthToSpaceLayer::Clone(Graph& graph) const { return CloneBase(graph, m_Param, GetName()); } std::vector DepthToSpaceLayer::InferOutputShapes(const std::vector& inputShapes) const { ARMNN_ASSERT(inputShapes.size() == 1); TensorShape inputShape = inputShapes[0]; TensorShape outputShape(inputShape); armnnUtils::DataLayoutIndexed dimensionIndices(m_Param.m_DataLayout); unsigned int hIndex = dimensionIndices.GetHeightIndex(); unsigned int wIndex = dimensionIndices.GetWidthIndex(); unsigned int cIndex = dimensionIndices.GetChannelsIndex(); outputShape[hIndex] = inputShape[hIndex] * m_Param.m_BlockSize; outputShape[wIndex] = inputShape[wIndex] * m_Param.m_BlockSize; outputShape[cIndex] = inputShape[cIndex] / (m_Param.m_BlockSize * m_Param.m_BlockSize); return std::vector({ outputShape }); } void DepthToSpaceLayer::ValidateTensorShapesFromInputs(ShapeInferenceMethod shapeInferenceMethod) { IgnoreUnused(shapeInferenceMethod); VerifyLayerConnections(1, CHECK_LOCATION()); std::vector inferredShapes = InferOutputShapes({ GetInputSlot(0).GetConnection()->GetTensorInfo().GetShape() }); ARMNN_ASSERT(inferredShapes.size() == 1); ConditionalThrowIfNotEqual( "DepthToSpaceLayer: TensorShape set on OutputSlot[0] does not match the inferred shape.", GetOutputSlot(0).GetTensorInfo().GetShape(), inferredShapes[0]); } void DepthToSpaceLayer::Accept(ILayerVisitor& visitor) const { visitor.VisitDepthToSpaceLayer(this, GetParameters(), GetName()); } } // namespace armnn