diff options
Diffstat (limited to 'src/graph/backends/NEON/NEFunctionFactory.cpp')
-rw-r--r-- | src/graph/backends/NEON/NEFunctionFactory.cpp | 119 |
1 files changed, 74 insertions, 45 deletions
diff --git a/src/graph/backends/NEON/NEFunctionFactory.cpp b/src/graph/backends/NEON/NEFunctionFactory.cpp index d7ed5f9ecb..fe15d4cec1 100644 --- a/src/graph/backends/NEON/NEFunctionFactory.cpp +++ b/src/graph/backends/NEON/NEFunctionFactory.cpp @@ -23,13 +23,13 @@ */ #include "arm_compute/graph/backends/NEON/NEFunctionFactory.h" +#include "arm_compute/graph/backends/FunctionHelpers.h" +#include "arm_compute/graph/backends/Utils.h" #include "arm_compute/graph/Graph.h" #include "arm_compute/graph/GraphContext.h" #include "arm_compute/graph/Logger.h" -#include "arm_compute/graph/TypePrinter.h" -#include "arm_compute/graph/backends/FunctionHelpers.h" -#include "arm_compute/graph/backends/Utils.h" #include "arm_compute/graph/nodes/Nodes.h" +#include "arm_compute/graph/TypePrinter.h" #include "arm_compute/runtime/CPP/CPPFunctions.h" #include "arm_compute/runtime/NEON/NEFunctions.h" @@ -88,7 +88,8 @@ struct NEFusedLayerTypes namespace detail { template <> -std::unique_ptr<IFunction> create_normalization_layer<NENormalizationLayer, NETargetInfo>(NormalizationLayerNode &node, GraphContext &ctx) +std::unique_ptr<IFunction> create_normalization_layer<NENormalizationLayer, NETargetInfo>(NormalizationLayerNode &node, + GraphContext &ctx) { validate_node<NETargetInfo>(node, 1 /* expected inputs */, 1 /* expected outputs */); @@ -105,14 +106,10 @@ std::unique_ptr<IFunction> create_normalization_layer<NENormalizationLayer, NETa // Log info ARM_COMPUTE_LOG_GRAPH_INFO("Instantiated " - << node.name() - << " Type: " << node.type() - << " Target: " << NETargetInfo::TargetType - << " Data Type: " << input->info()->data_type() - << " Input shape: " << input->info()->tensor_shape() - << " Output shape: " << output->info()->tensor_shape() - << " Normalization info: " << norm_info.type() - << std::endl); + << node.name() << " Type: " << node.type() << " Target: " << NETargetInfo::TargetType + << " Data Type: " << input->info()->data_type() << " Input shape: " + << input->info()->tensor_shape() << " Output shape: " << output->info()->tensor_shape() + << " Normalization info: " << norm_info.type() << std::endl); return func; } @@ -120,84 +117,116 @@ std::unique_ptr<IFunction> create_normalization_layer<NENormalizationLayer, NETa std::unique_ptr<IFunction> NEFunctionFactory::create(INode *node, GraphContext &ctx) { - if(node == nullptr) + if (node == nullptr) { return nullptr; } NodeType type = node->type(); - switch(type) + switch (type) { case NodeType::ActivationLayer: - return detail::create_activation_layer<NEActivationLayer, NETargetInfo>(*polymorphic_downcast<ActivationLayerNode *>(node)); + return detail::create_activation_layer<NEActivationLayer, NETargetInfo>( + *polymorphic_downcast<ActivationLayerNode *>(node)); case NodeType::ArgMinMaxLayer: - return detail::create_arg_min_max_layer<NEArgMinMaxLayer, NETargetInfo>(*polymorphic_downcast<ArgMinMaxLayerNode *>(node)); + return detail::create_arg_min_max_layer<NEArgMinMaxLayer, NETargetInfo>( + *polymorphic_downcast<ArgMinMaxLayerNode *>(node)); case NodeType::BatchNormalizationLayer: - return detail::create_batch_normalization_layer<NEBatchNormalizationLayer, NETargetInfo>(*polymorphic_downcast<BatchNormalizationLayerNode *>(node)); + return detail::create_batch_normalization_layer<NEBatchNormalizationLayer, NETargetInfo>( + *polymorphic_downcast<BatchNormalizationLayerNode *>(node)); case NodeType::ChannelShuffleLayer: - return detail::create_channel_shuffle_layer<NEChannelShuffleLayer, NETargetInfo>(*polymorphic_downcast<ChannelShuffleLayerNode *>(node)); + return detail::create_channel_shuffle_layer<NEChannelShuffleLayer, NETargetInfo>( + *polymorphic_downcast<ChannelShuffleLayerNode *>(node)); case NodeType::ConvolutionLayer: - return detail::create_convolution_layer<NEConvolutionLayerFunctions, NETargetInfo>(*polymorphic_downcast<ConvolutionLayerNode *>(node), ctx); + return detail::create_convolution_layer<NEConvolutionLayerFunctions, NETargetInfo>( + *polymorphic_downcast<ConvolutionLayerNode *>(node), ctx); case NodeType::DepthToSpaceLayer: - return detail::create_depth_to_space_layer<NEDepthToSpaceLayer, NETargetInfo>(*polymorphic_downcast<DepthToSpaceLayerNode *>(node)); + return detail::create_depth_to_space_layer<NEDepthToSpaceLayer, NETargetInfo>( + *polymorphic_downcast<DepthToSpaceLayerNode *>(node)); case NodeType::DeconvolutionLayer: - return detail::create_deconvolution_layer<NEDeconvolutionLayer, NETargetInfo>(*polymorphic_downcast<DeconvolutionLayerNode *>(node), ctx); + return detail::create_deconvolution_layer<NEDeconvolutionLayer, NETargetInfo>( + *polymorphic_downcast<DeconvolutionLayerNode *>(node), ctx); case NodeType::ConcatenateLayer: - return detail::create_concatenate_layer<NEConcatenateLayer, NETargetInfo>(*polymorphic_downcast<ConcatenateLayerNode *>(node)); + return detail::create_concatenate_layer<NEConcatenateLayer, NETargetInfo>( + *polymorphic_downcast<ConcatenateLayerNode *>(node)); case NodeType::DepthwiseConvolutionLayer: - return detail::create_depthwise_convolution_layer<NEDepthwiseConvolutionLayer, NETargetInfo>(*polymorphic_downcast<DepthwiseConvolutionLayerNode *>(node)); + return detail::create_depthwise_convolution_layer<NEDepthwiseConvolutionLayer, NETargetInfo>( + *polymorphic_downcast<DepthwiseConvolutionLayerNode *>(node)); case NodeType::DequantizationLayer: - return detail::create_dequantization_layer<NEDequantizationLayer, NETargetInfo>(*polymorphic_downcast<DequantizationLayerNode *>(node)); + return detail::create_dequantization_layer<NEDequantizationLayer, NETargetInfo>( + *polymorphic_downcast<DequantizationLayerNode *>(node)); case NodeType::DetectionOutputLayer: - return detail::create_detection_output_layer<CPPDetectionOutputLayer, NETargetInfo>(*polymorphic_downcast<DetectionOutputLayerNode *>(node)); + return detail::create_detection_output_layer<CPPDetectionOutputLayer, NETargetInfo>( + *polymorphic_downcast<DetectionOutputLayerNode *>(node)); case NodeType::DetectionPostProcessLayer: - return detail::create_detection_post_process_layer<NEDetectionPostProcessLayer, NETargetInfo>(*polymorphic_downcast<DetectionPostProcessLayerNode *>(node)); + return detail::create_detection_post_process_layer<NEDetectionPostProcessLayer, NETargetInfo>( + *polymorphic_downcast<DetectionPostProcessLayerNode *>(node)); case NodeType::EltwiseLayer: - return detail::create_eltwise_layer<NEEltwiseFunctions, NETargetInfo>(*polymorphic_downcast<EltwiseLayerNode *>(node)); + return detail::create_eltwise_layer<NEEltwiseFunctions, NETargetInfo>( + *polymorphic_downcast<EltwiseLayerNode *>(node)); case NodeType::UnaryEltwiseLayer: - return detail::create_unary_eltwise_layer<NEUnaryEltwiseFunctions, NETargetInfo>(*polymorphic_downcast<UnaryEltwiseLayerNode *>(node)); + return detail::create_unary_eltwise_layer<NEUnaryEltwiseFunctions, NETargetInfo>( + *polymorphic_downcast<UnaryEltwiseLayerNode *>(node)); case NodeType::FlattenLayer: - return detail::create_flatten_layer<NEFlattenLayer, NETargetInfo>(*polymorphic_downcast<FlattenLayerNode *>(node)); + return detail::create_flatten_layer<NEFlattenLayer, NETargetInfo>( + *polymorphic_downcast<FlattenLayerNode *>(node)); case NodeType::FullyConnectedLayer: - return detail::create_fully_connected_layer<NEFullyConnectedLayer, NETargetInfo>(*polymorphic_downcast<FullyConnectedLayerNode *>(node), ctx); + return detail::create_fully_connected_layer<NEFullyConnectedLayer, NETargetInfo>( + *polymorphic_downcast<FullyConnectedLayerNode *>(node), ctx); case NodeType::FusedConvolutionBatchNormalizationLayer: - return detail::create_fused_convolution_batch_normalization_layer<NEFusedLayerTypes, NETargetInfo>(*polymorphic_downcast<FusedConvolutionBatchNormalizationNode *>(node), ctx); + return detail::create_fused_convolution_batch_normalization_layer<NEFusedLayerTypes, NETargetInfo>( + *polymorphic_downcast<FusedConvolutionBatchNormalizationNode *>(node), ctx); case NodeType::FusedDepthwiseConvolutionBatchNormalizationLayer: - return detail::create_fused_depthwise_convolution_batch_normalization_layer<NEFusedLayerTypes, NETargetInfo>(*polymorphic_downcast<FusedDepthwiseConvolutionBatchNormalizationNode *>(node), ctx); + return detail::create_fused_depthwise_convolution_batch_normalization_layer<NEFusedLayerTypes, + NETargetInfo>( + *polymorphic_downcast<FusedDepthwiseConvolutionBatchNormalizationNode *>(node), ctx); case NodeType::L2NormalizeLayer: - return detail::create_l2_normalize_layer<NEL2NormalizeLayer, NETargetInfo>(*polymorphic_downcast<L2NormalizeLayerNode *>(node), ctx); + return detail::create_l2_normalize_layer<NEL2NormalizeLayer, NETargetInfo>( + *polymorphic_downcast<L2NormalizeLayerNode *>(node), ctx); case NodeType::NormalizationLayer: - return detail::create_normalization_layer<NENormalizationLayer, NETargetInfo>(*polymorphic_downcast<NormalizationLayerNode *>(node), ctx); + return detail::create_normalization_layer<NENormalizationLayer, NETargetInfo>( + *polymorphic_downcast<NormalizationLayerNode *>(node), ctx); case NodeType::PadLayer: return detail::create_pad_layer<NEPadLayer, NETargetInfo>(*polymorphic_downcast<PadLayerNode *>(node)); case NodeType::PermuteLayer: - return detail::create_permute_layer<NEPermute, NETargetInfo>(*polymorphic_downcast<PermuteLayerNode *>(node)); + return detail::create_permute_layer<NEPermute, NETargetInfo>( + *polymorphic_downcast<PermuteLayerNode *>(node)); case NodeType::PoolingLayer: - return detail::create_pooling_layer<NEPoolingLayer, NETargetInfo>(*polymorphic_downcast<PoolingLayerNode *>(node)); + return detail::create_pooling_layer<NEPoolingLayer, NETargetInfo>( + *polymorphic_downcast<PoolingLayerNode *>(node)); case NodeType::PReluLayer: - return detail::create_prelu_layer<NEPReluLayer, NETargetInfo>(*polymorphic_downcast<PReluLayerNode *>(node)); + return detail::create_prelu_layer<NEPReluLayer, NETargetInfo>( + *polymorphic_downcast<PReluLayerNode *>(node)); case NodeType::PrintLayer: return detail::create_print_layer<NETargetInfo>(*polymorphic_downcast<PrintLayerNode *>(node)); case NodeType::PriorBoxLayer: - return detail::create_priorbox_layer<NEPriorBoxLayer, NETargetInfo>(*polymorphic_downcast<PriorBoxLayerNode *>(node)); + return detail::create_priorbox_layer<NEPriorBoxLayer, NETargetInfo>( + *polymorphic_downcast<PriorBoxLayerNode *>(node)); case NodeType::QuantizationLayer: - return detail::create_quantization_layer<NEQuantizationLayer, NETargetInfo>(*polymorphic_downcast<QuantizationLayerNode *>(node)); + return detail::create_quantization_layer<NEQuantizationLayer, NETargetInfo>( + *polymorphic_downcast<QuantizationLayerNode *>(node)); case NodeType::ReductionOperationLayer: - return detail::create_reduction_operation_layer<NEReductionOperation, NETargetInfo>(*polymorphic_downcast<ReductionLayerNode *>(node), ctx); + return detail::create_reduction_operation_layer<NEReductionOperation, NETargetInfo>( + *polymorphic_downcast<ReductionLayerNode *>(node), ctx); case NodeType::ReorgLayer: - return detail::create_reorg_layer<NEReorgLayer, NETargetInfo>(*polymorphic_downcast<ReorgLayerNode *>(node)); + return detail::create_reorg_layer<NEReorgLayer, NETargetInfo>( + *polymorphic_downcast<ReorgLayerNode *>(node)); case NodeType::ReshapeLayer: - return detail::create_reshape_layer<NEReshapeLayer, NETargetInfo>(*polymorphic_downcast<ReshapeLayerNode *>(node)); + return detail::create_reshape_layer<NEReshapeLayer, NETargetInfo>( + *polymorphic_downcast<ReshapeLayerNode *>(node)); case NodeType::ResizeLayer: return detail::create_resize_layer<NEScale, NETargetInfo>(*polymorphic_downcast<ResizeLayerNode *>(node)); case NodeType::SliceLayer: return detail::create_slice_layer<NESlice, NETargetInfo>(*polymorphic_downcast<SliceLayerNode *>(node)); case NodeType::SoftmaxLayer: - return detail::create_softmax_layer<NESoftmaxLayer, NETargetInfo>(*polymorphic_downcast<SoftmaxLayerNode *>(node), ctx); + return detail::create_softmax_layer<NESoftmaxLayer, NETargetInfo>( + *polymorphic_downcast<SoftmaxLayerNode *>(node), ctx); case NodeType::StackLayer: - return detail::create_stack_layer<NEStackLayer, NETargetInfo>(*polymorphic_downcast<StackLayerNode *>(node)); + return detail::create_stack_layer<NEStackLayer, NETargetInfo>( + *polymorphic_downcast<StackLayerNode *>(node)); case NodeType::StridedSliceLayer: - return detail::create_strided_slice_layer<NEStridedSlice, NETargetInfo>(*polymorphic_downcast<StridedSliceLayerNode *>(node)); + return detail::create_strided_slice_layer<NEStridedSlice, NETargetInfo>( + *polymorphic_downcast<StridedSliceLayerNode *>(node)); default: return nullptr; } |