// // Copyright © 2017-2018,2020-2021,2023 Arm Ltd and Contributors. All rights reserved. // SPDX-License-Identifier: MIT // #include "ElementwiseBaseLayer.hpp" #include "InternalTypes.hpp" #include "armnn/Exceptions.hpp" #include #include namespace armnn { ElementwiseBaseLayer::ElementwiseBaseLayer(unsigned int numInputSlots, unsigned int numOutputSlots, LayerType type, const char* name) : Layer(numInputSlots, numOutputSlots, type, name) {} std::vector ElementwiseBaseLayer::InferOutputShapes(const std::vector& inputShapes) const { ARMNN_ASSERT(inputShapes.size() == 2); TensorShape input0 = inputShapes[0]; TensorShape input1 = inputShapes[1]; if (inputShapes[0].GetNumDimensions() < inputShapes[1].GetNumDimensions()) { input1 = inputShapes[0]; input0 = inputShapes[1]; } unsigned int numDims = input0.GetNumDimensions(); unsigned int shiftedDims = input0.GetNumDimensions() - input1.GetNumDimensions(); // Get the max of the inputs. std::vector dims(numDims); for (unsigned int i = shiftedDims; i < numDims; i++) { unsigned int dim0 = input0[i]; unsigned int dim1 = input1[i - shiftedDims]; // Validate inputs are broadcast compatible. ARMNN_ASSERT_MSG(dim0 == dim1 || dim0 == 1 || dim1 == 1, "Dimensions should either match or one should be of size 1."); dims[i] = std::max(dim0, dim1); } // Fill in the rest of the shifted dimensions. for (unsigned int i = 0; i < shiftedDims; i++) { dims[i] = input0[i]; } return std::vector({ TensorShape(numDims, dims.data()) }); } void ElementwiseBaseLayer::ValidateTensorShapesFromInputs() { VerifyLayerConnections(2, CHECK_LOCATION()); const TensorShape& outputShape = GetOutputSlot(0).GetTensorInfo().GetShape(); VerifyShapeInferenceType(outputShape, m_ShapeInferenceMethod); auto inferredShapes = InferOutputShapes({ GetInputSlot(0).GetTensorInfo().GetShape(), GetInputSlot(1).GetTensorInfo().GetShape() }); ARMNN_ASSERT(inferredShapes.size() == 1); ValidateAndCopyShape(outputShape, inferredShapes[0], m_ShapeInferenceMethod, GetLayerTypeAsCString(GetType())); } void ElementwiseBaseLayer::ExecuteStrategy(IStrategy& strategy) const { strategy.ExecuteStrategy(this, BaseDescriptor(), {}, GetName()); } } // namespace armnn