// // Copyright © 2017 Arm Ltd. All rights reserved. // SPDX-License-Identifier: MIT // #include "SpaceToDepthLayer.hpp" #include "LayerCloneBase.hpp" #include #include #include #include #include using namespace armnnUtils; namespace armnn { SpaceToDepthLayer::SpaceToDepthLayer(const SpaceToDepthDescriptor param, const char* name) : LayerWithParameters(1, 1, LayerType::SpaceToDepth, param, name) {} std::unique_ptr SpaceToDepthLayer::CreateWorkload(const Graph& graph, const IWorkloadFactory& factory) const { SpaceToDepthQueueDescriptor descriptor; descriptor.m_Parameters.m_BlockSize = m_Param.m_BlockSize; descriptor.m_Parameters.m_DataLayout = m_Param.m_DataLayout; return factory.CreateSpaceToDepth(descriptor, PrepInfoAndDesc(descriptor, graph)); } SpaceToDepthLayer* SpaceToDepthLayer::Clone(Graph& graph) const { return CloneBase(graph, m_Param, GetName()); } std::vector SpaceToDepthLayer::InferOutputShapes(const std::vector& inputShapes) const { BOOST_ASSERT(inputShapes.size() == 1); TensorShape inputShape = inputShapes[0]; TensorShape outputShape(inputShape); outputShape[0] = inputShape[0]; 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 SpaceToDepthLayer::ValidateTensorShapesFromInputs() { VerifyLayerConnections(1, CHECK_LOCATION()); std::vector inferredShapes = InferOutputShapes({ GetInputSlot(0).GetConnection()->GetTensorInfo().GetShape() }); BOOST_ASSERT(inferredShapes.size() == 1); ConditionalThrowIfNotEqual( "SpaceToDepthLayer: TensorShape set on OutputSlot[0] does not match the inferred shape.", GetOutputSlot(0).GetTensorInfo().GetShape(), inferredShapes[0]); } void SpaceToDepthLayer::Accept(ILayerVisitor& visitor) const { visitor.VisitSpaceToDepthLayer(this, GetParameters(), GetName()); } } // namespace armnn