// // Copyright © 2017 Arm Ltd. All rights reserved. // SPDX-License-Identifier: MIT // #include "StridedSliceLayer.hpp" #include "LayerCloneBase.hpp" #include #include #include namespace armnn { StridedSliceLayer::StridedSliceLayer(const armnn::StridedSliceDescriptor& param, const char* name) : LayerWithParameters(1, 1, LayerType::StridedSlice, param, name) { } std::unique_ptr StridedSliceLayer::CreateWorkload(const Graph& graph, const IWorkloadFactory& factory) const { StridedSliceQueueDescriptor descriptor; descriptor.m_Parameters.m_Begin = m_Param.m_Begin; descriptor.m_Parameters.m_End = m_Param.m_End; descriptor.m_Parameters.m_Stride = m_Param.m_Stride; // Optional parameters descriptor.m_Parameters.m_BeginMask = m_Param.m_BeginMask; descriptor.m_Parameters.m_EndMask = m_Param.m_EndMask; descriptor.m_Parameters.m_EllipsisMask = m_Param.m_EllipsisMask; descriptor.m_Parameters.m_NewAxisMask = m_Param.m_NewAxisMask; descriptor.m_Parameters.m_ShrinkAxisMask = m_Param.m_ShrinkAxisMask; return factory.CreateStridedSlice(descriptor, PrepInfoAndDesc(descriptor, graph)); } StridedSliceLayer* StridedSliceLayer::Clone(Graph& graph) const { return CloneBase(graph, m_Param, GetName()); } std::vector StridedSliceLayer::InferOutputShapes( const std::vector& inputShapes) const { BOOST_ASSERT(inputShapes.size() == 1); TensorShape inputShape = inputShapes[0]; std::vector outputShape; for (unsigned int i = 0; i < inputShape.GetNumDimensions(); i++) { if (m_Param.m_ShrinkAxisMask & (1 << i)) { continue; } int stride = m_Param.m_Stride[i]; int start = m_Param.GetStartForAxis(inputShape, i); int stop = m_Param.GetStopForAxis(inputShape, i, start); int newSize = stride > 0 ? ((stop - start) + stride - 1) / stride : ((start - stop) - stride - 1) / -stride; newSize = std::max(0, newSize); outputShape.push_back(boost::numeric_cast(newSize)); } return std::vector({ TensorShape(boost::numeric_cast(outputShape.size()), &outputShape[0]) }); } void StridedSliceLayer::ValidateTensorShapesFromInputs() { VerifyLayerConnections(1, CHECK_LOCATION()); auto inferredShapes = InferOutputShapes({GetInputSlot(0).GetConnection()->GetTensorInfo().GetShape()}); BOOST_ASSERT(inferredShapes.size() == 1); ConditionalThrowIfNotEqual( "StridedSlice: TensorShape set on OutputSlot[0] does not match the inferred shape.", GetOutputSlot(0).GetTensorInfo().GetShape(), inferredShapes[0]); } void StridedSliceLayer::Accept(ILayerVisitor& visitor) const { visitor.VisitStridedSliceLayer(this, GetParameters(), GetName()); } } // namespace armnn