diff options
Diffstat (limited to 'src/graph/backends/CL/CLFunctionsFactory.cpp')
-rw-r--r-- | src/graph/backends/CL/CLFunctionsFactory.cpp | 151 |
1 files changed, 90 insertions, 61 deletions
diff --git a/src/graph/backends/CL/CLFunctionsFactory.cpp b/src/graph/backends/CL/CLFunctionsFactory.cpp index 882810474e..d4e1aa880f 100644 --- a/src/graph/backends/CL/CLFunctionsFactory.cpp +++ b/src/graph/backends/CL/CLFunctionsFactory.cpp @@ -22,12 +22,12 @@ * SOFTWARE. */ #include "arm_compute/graph/backends/CL/CLFunctionFactory.h" - +#include "arm_compute/graph/backends/FunctionHelpers.h" #include "arm_compute/graph/Graph.h" #include "arm_compute/graph/GraphContext.h" -#include "arm_compute/graph/backends/FunctionHelpers.h" #include "arm_compute/runtime/CL/CLFunctions.h" #include "arm_compute/runtime/CPP/CPPFunctions.h" + #include "src/core/CL/CLKernels.h" #include "support/Cast.h" @@ -89,20 +89,19 @@ class CPPWrapperFunction : public IFunction { public: /* Default constructor */ - CPPWrapperFunction() - : _tensors(), _func(nullptr) + CPPWrapperFunction() : _tensors(), _func(nullptr) { } void run() override { - for(auto &tensor : _tensors) + for (auto &tensor : _tensors) { tensor->map(CLScheduler::get().queue()); } _func->run(); - for(auto &tensor : _tensors) + for (auto &tensor : _tensors) { tensor->unmap(CLScheduler::get().queue()); } @@ -127,7 +126,8 @@ namespace detail { // Specialized functions template <> -std::unique_ptr<IFunction> create_detection_output_layer<CPPDetectionOutputLayer, CLTargetInfo>(DetectionOutputLayerNode &node) +std::unique_ptr<IFunction> +create_detection_output_layer<CPPDetectionOutputLayer, CLTargetInfo>(DetectionOutputLayerNode &node) { validate_node<CLTargetInfo>(node, 3 /* expected inputs */, 1 /* expected outputs */); @@ -149,16 +149,12 @@ std::unique_ptr<IFunction> create_detection_output_layer<CPPDetectionOutputLayer // Log info ARM_COMPUTE_LOG_GRAPH_INFO("Instantiated " - << node.name() - << " Type: " << node.type() - << " Target: " << CLTargetInfo::TargetType - << " Data Type: " << input0->info()->data_type() - << " Input0 shape: " << input0->info()->tensor_shape() - << " Input1 shape: " << input1->info()->tensor_shape() + << node.name() << " Type: " << node.type() << " Target: " << CLTargetInfo::TargetType + << " Data Type: " << input0->info()->data_type() << " Input0 shape: " + << input0->info()->tensor_shape() << " Input1 shape: " << input1->info()->tensor_shape() << " Input2 shape: " << input2->info()->tensor_shape() << " Output shape: " << output->info()->tensor_shape() - << " DetectionOutputLayer info: " << detect_info - << std::endl); + << " DetectionOutputLayer info: " << detect_info << std::endl); auto wrap_function = std::make_unique<CPPWrapperFunction>(); @@ -171,7 +167,8 @@ std::unique_ptr<IFunction> create_detection_output_layer<CPPDetectionOutputLayer return std::move(wrap_function); } template <> -std::unique_ptr<IFunction> create_detection_post_process_layer<CPPDetectionPostProcessLayer, CLTargetInfo>(DetectionPostProcessLayerNode &node) +std::unique_ptr<IFunction> +create_detection_post_process_layer<CPPDetectionPostProcessLayer, CLTargetInfo>(DetectionPostProcessLayerNode &node) { validate_node<CLTargetInfo>(node, 3 /* expected inputs */, 4 /* expected outputs */); @@ -199,19 +196,15 @@ std::unique_ptr<IFunction> create_detection_post_process_layer<CPPDetectionPostP // Log info ARM_COMPUTE_LOG_GRAPH_INFO("Instantiated " - << node.name() - << " Type: " << node.type() - << " Target: " << CLTargetInfo::TargetType - << " Data Type: " << input0->info()->data_type() - << " Input0 shape: " << input0->info()->tensor_shape() - << " Input1 shape: " << input1->info()->tensor_shape() + << node.name() << " Type: " << node.type() << " Target: " << CLTargetInfo::TargetType + << " Data Type: " << input0->info()->data_type() << " Input0 shape: " + << input0->info()->tensor_shape() << " Input1 shape: " << input1->info()->tensor_shape() << " Input2 shape: " << input2->info()->tensor_shape() << " Output0 shape: " << output0->info()->tensor_shape() << " Output1 shape: " << output1->info()->tensor_shape() << " Output2 shape: " << output2->info()->tensor_shape() << " Output3 shape: " << output3->info()->tensor_shape() - << " DetectionPostProcessLayer info: " << detect_info - << std::endl); + << " DetectionPostProcessLayer info: " << detect_info << std::endl); auto wrap_function = std::make_unique<CPPWrapperFunction>(); @@ -230,92 +223,128 @@ std::unique_ptr<IFunction> create_detection_post_process_layer<CPPDetectionPostP std::unique_ptr<IFunction> CLFunctionFactory::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<CLActivationLayer, CLTargetInfo>(*polymorphic_downcast<ActivationLayerNode *>(node)); + return detail::create_activation_layer<CLActivationLayer, CLTargetInfo>( + *polymorphic_downcast<ActivationLayerNode *>(node)); case NodeType::ArgMinMaxLayer: - return detail::create_arg_min_max_layer<CLArgMinMaxLayer, CLTargetInfo>(*polymorphic_downcast<ArgMinMaxLayerNode *>(node)); + return detail::create_arg_min_max_layer<CLArgMinMaxLayer, CLTargetInfo>( + *polymorphic_downcast<ArgMinMaxLayerNode *>(node)); case NodeType::BatchNormalizationLayer: - return detail::create_batch_normalization_layer<CLBatchNormalizationLayer, CLTargetInfo>(*polymorphic_downcast<BatchNormalizationLayerNode *>(node)); + return detail::create_batch_normalization_layer<CLBatchNormalizationLayer, CLTargetInfo>( + *polymorphic_downcast<BatchNormalizationLayerNode *>(node)); case NodeType::BoundingBoxTransformLayer: - return detail::create_bounding_box_transform_layer<CLBoundingBoxTransform, CLTargetInfo>(*polymorphic_downcast<BoundingBoxTransformLayerNode *>(node)); + return detail::create_bounding_box_transform_layer<CLBoundingBoxTransform, CLTargetInfo>( + *polymorphic_downcast<BoundingBoxTransformLayerNode *>(node)); case NodeType::ChannelShuffleLayer: - return detail::create_channel_shuffle_layer<CLChannelShuffleLayer, CLTargetInfo>(*polymorphic_downcast<ChannelShuffleLayerNode *>(node)); + return detail::create_channel_shuffle_layer<CLChannelShuffleLayer, CLTargetInfo>( + *polymorphic_downcast<ChannelShuffleLayerNode *>(node)); case NodeType::ConvolutionLayer: - return detail::create_convolution_layer<CLConvolutionLayerFunctions, CLTargetInfo>(*polymorphic_downcast<ConvolutionLayerNode *>(node), ctx); + return detail::create_convolution_layer<CLConvolutionLayerFunctions, CLTargetInfo>( + *polymorphic_downcast<ConvolutionLayerNode *>(node), ctx); case NodeType::DeconvolutionLayer: - return detail::create_deconvolution_layer<CLDeconvolutionLayer, CLTargetInfo>(*polymorphic_downcast<DeconvolutionLayerNode *>(node), ctx); + return detail::create_deconvolution_layer<CLDeconvolutionLayer, CLTargetInfo>( + *polymorphic_downcast<DeconvolutionLayerNode *>(node), ctx); case NodeType::ConcatenateLayer: - return detail::create_concatenate_layer<CLConcatenateLayer, CLTargetInfo>(*polymorphic_downcast<ConcatenateLayerNode *>(node)); + return detail::create_concatenate_layer<CLConcatenateLayer, CLTargetInfo>( + *polymorphic_downcast<ConcatenateLayerNode *>(node)); case NodeType::DepthToSpaceLayer: - return detail::create_depth_to_space_layer<CLDepthToSpaceLayer, CLTargetInfo>(*polymorphic_downcast<DepthToSpaceLayerNode *>(node)); + return detail::create_depth_to_space_layer<CLDepthToSpaceLayer, CLTargetInfo>( + *polymorphic_downcast<DepthToSpaceLayerNode *>(node)); case NodeType::DepthwiseConvolutionLayer: - return detail::create_depthwise_convolution_layer<CLDepthwiseConvolutionLayer, CLTargetInfo>(*polymorphic_downcast<DepthwiseConvolutionLayerNode *>(node)); + return detail::create_depthwise_convolution_layer<CLDepthwiseConvolutionLayer, CLTargetInfo>( + *polymorphic_downcast<DepthwiseConvolutionLayerNode *>(node)); case NodeType::DequantizationLayer: - return detail::create_dequantization_layer<CLDequantizationLayer, CLTargetInfo>(*polymorphic_downcast<DequantizationLayerNode *>(node)); + return detail::create_dequantization_layer<CLDequantizationLayer, CLTargetInfo>( + *polymorphic_downcast<DequantizationLayerNode *>(node)); case NodeType::DetectionOutputLayer: - return detail::create_detection_output_layer<CPPDetectionOutputLayer, CLTargetInfo>(*polymorphic_downcast<DetectionOutputLayerNode *>(node)); + return detail::create_detection_output_layer<CPPDetectionOutputLayer, CLTargetInfo>( + *polymorphic_downcast<DetectionOutputLayerNode *>(node)); case NodeType::DetectionPostProcessLayer: - return detail::create_detection_post_process_layer<CPPDetectionPostProcessLayer, CLTargetInfo>(*polymorphic_downcast<DetectionPostProcessLayerNode *>(node)); + return detail::create_detection_post_process_layer<CPPDetectionPostProcessLayer, CLTargetInfo>( + *polymorphic_downcast<DetectionPostProcessLayerNode *>(node)); case NodeType::EltwiseLayer: - return detail::create_eltwise_layer<CLEltwiseFunctions, CLTargetInfo>(*polymorphic_downcast<EltwiseLayerNode *>(node)); + return detail::create_eltwise_layer<CLEltwiseFunctions, CLTargetInfo>( + *polymorphic_downcast<EltwiseLayerNode *>(node)); case NodeType::UnaryEltwiseLayer: - return detail::create_unary_eltwise_layer<CLUnaryEltwiseFunctions, CLTargetInfo>(*polymorphic_downcast<UnaryEltwiseLayerNode *>(node)); + return detail::create_unary_eltwise_layer<CLUnaryEltwiseFunctions, CLTargetInfo>( + *polymorphic_downcast<UnaryEltwiseLayerNode *>(node)); case NodeType::FlattenLayer: - return detail::create_flatten_layer<CLFlattenLayer, CLTargetInfo>(*polymorphic_downcast<FlattenLayerNode *>(node)); + return detail::create_flatten_layer<CLFlattenLayer, CLTargetInfo>( + *polymorphic_downcast<FlattenLayerNode *>(node)); case NodeType::FullyConnectedLayer: - return detail::create_fully_connected_layer<CLFullyConnectedLayer, CLTargetInfo>(*polymorphic_downcast<FullyConnectedLayerNode *>(node), ctx); + return detail::create_fully_connected_layer<CLFullyConnectedLayer, CLTargetInfo>( + *polymorphic_downcast<FullyConnectedLayerNode *>(node), ctx); case NodeType::FusedConvolutionBatchNormalizationLayer: - return detail::create_fused_convolution_batch_normalization_layer<CLFusedLayerTypes, CLTargetInfo>(*polymorphic_downcast<FusedConvolutionBatchNormalizationNode *>(node), ctx); + return detail::create_fused_convolution_batch_normalization_layer<CLFusedLayerTypes, CLTargetInfo>( + *polymorphic_downcast<FusedConvolutionBatchNormalizationNode *>(node), ctx); case NodeType::FusedDepthwiseConvolutionBatchNormalizationLayer: - return detail::create_fused_depthwise_convolution_batch_normalization_layer<CLFusedLayerTypes, CLTargetInfo>(*polymorphic_downcast<FusedDepthwiseConvolutionBatchNormalizationNode *>(node), ctx); + return detail::create_fused_depthwise_convolution_batch_normalization_layer<CLFusedLayerTypes, + CLTargetInfo>( + *polymorphic_downcast<FusedDepthwiseConvolutionBatchNormalizationNode *>(node), ctx); case NodeType::GenerateProposalsLayer: - return detail::create_generate_proposals_layer<CLGenerateProposalsLayer, CLTargetInfo>(*polymorphic_downcast<GenerateProposalsLayerNode *>(node), ctx); + return detail::create_generate_proposals_layer<CLGenerateProposalsLayer, CLTargetInfo>( + *polymorphic_downcast<GenerateProposalsLayerNode *>(node), ctx); case NodeType::L2NormalizeLayer: - return detail::create_l2_normalize_layer<CLL2NormalizeLayer, CLTargetInfo>(*polymorphic_downcast<L2NormalizeLayerNode *>(node), ctx); + return detail::create_l2_normalize_layer<CLL2NormalizeLayer, CLTargetInfo>( + *polymorphic_downcast<L2NormalizeLayerNode *>(node), ctx); case NodeType::NormalizationLayer: - return detail::create_normalization_layer<CLNormalizationLayer, CLTargetInfo>(*polymorphic_downcast<NormalizationLayerNode *>(node), ctx); + return detail::create_normalization_layer<CLNormalizationLayer, CLTargetInfo>( + *polymorphic_downcast<NormalizationLayerNode *>(node), ctx); case NodeType::NormalizePlanarYUVLayer: - return detail::create_normalize_planar_yuv_layer<CLNormalizePlanarYUVLayer, CLTargetInfo>(*polymorphic_downcast<NormalizePlanarYUVLayerNode *>(node)); + return detail::create_normalize_planar_yuv_layer<CLNormalizePlanarYUVLayer, CLTargetInfo>( + *polymorphic_downcast<NormalizePlanarYUVLayerNode *>(node)); case NodeType::PadLayer: return detail::create_pad_layer<CLPadLayer, CLTargetInfo>(*polymorphic_downcast<PadLayerNode *>(node)); case NodeType::PermuteLayer: - return detail::create_permute_layer<CLPermute, CLTargetInfo>(*polymorphic_downcast<PermuteLayerNode *>(node)); + return detail::create_permute_layer<CLPermute, CLTargetInfo>( + *polymorphic_downcast<PermuteLayerNode *>(node)); case NodeType::PoolingLayer: - return detail::create_pooling_layer<CLPoolingLayer, CLTargetInfo>(*polymorphic_downcast<PoolingLayerNode *>(node)); + return detail::create_pooling_layer<CLPoolingLayer, CLTargetInfo>( + *polymorphic_downcast<PoolingLayerNode *>(node)); case NodeType::PReluLayer: - return detail::create_prelu_layer<CLPReluLayer, CLTargetInfo>(*polymorphic_downcast<PReluLayerNode *>(node)); + return detail::create_prelu_layer<CLPReluLayer, CLTargetInfo>( + *polymorphic_downcast<PReluLayerNode *>(node)); case NodeType::PrintLayer: return detail::create_print_layer<CLTargetInfo>(*polymorphic_downcast<PrintLayerNode *>(node)); case NodeType::PriorBoxLayer: - return detail::create_priorbox_layer<CLPriorBoxLayer, CLTargetInfo>(*polymorphic_downcast<PriorBoxLayerNode *>(node)); + return detail::create_priorbox_layer<CLPriorBoxLayer, CLTargetInfo>( + *polymorphic_downcast<PriorBoxLayerNode *>(node)); case NodeType::QuantizationLayer: - return detail::create_quantization_layer<CLQuantizationLayer, CLTargetInfo>(*polymorphic_downcast<QuantizationLayerNode *>(node)); + return detail::create_quantization_layer<CLQuantizationLayer, CLTargetInfo>( + *polymorphic_downcast<QuantizationLayerNode *>(node)); case NodeType::ReductionOperationLayer: - return detail::create_reduction_operation_layer<CLReductionOperation, CLTargetInfo>(*polymorphic_downcast<ReductionLayerNode *>(node), ctx); + return detail::create_reduction_operation_layer<CLReductionOperation, CLTargetInfo>( + *polymorphic_downcast<ReductionLayerNode *>(node), ctx); case NodeType::ReorgLayer: - return detail::create_reorg_layer<CLReorgLayer, CLTargetInfo>(*polymorphic_downcast<ReorgLayerNode *>(node)); + return detail::create_reorg_layer<CLReorgLayer, CLTargetInfo>( + *polymorphic_downcast<ReorgLayerNode *>(node)); case NodeType::ReshapeLayer: - return detail::create_reshape_layer<CLReshapeLayer, CLTargetInfo>(*polymorphic_downcast<ReshapeLayerNode *>(node)); + return detail::create_reshape_layer<CLReshapeLayer, CLTargetInfo>( + *polymorphic_downcast<ReshapeLayerNode *>(node)); case NodeType::ResizeLayer: return detail::create_resize_layer<CLScale, CLTargetInfo>(*polymorphic_downcast<ResizeLayerNode *>(node)); case NodeType::ROIAlignLayer: - return detail::create_roi_align_layer<CLROIAlignLayer, CLTargetInfo>(*polymorphic_downcast<ROIAlignLayerNode *>(node)); + return detail::create_roi_align_layer<CLROIAlignLayer, CLTargetInfo>( + *polymorphic_downcast<ROIAlignLayerNode *>(node)); case NodeType::SliceLayer: return detail::create_slice_layer<CLSlice, CLTargetInfo>(*polymorphic_downcast<SliceLayerNode *>(node)); case NodeType::SoftmaxLayer: - return detail::create_softmax_layer<CLSoftmaxLayer, CLTargetInfo>(*polymorphic_downcast<SoftmaxLayerNode *>(node), ctx); + return detail::create_softmax_layer<CLSoftmaxLayer, CLTargetInfo>( + *polymorphic_downcast<SoftmaxLayerNode *>(node), ctx); case NodeType::StackLayer: - return detail::create_stack_layer<CLStackLayer, CLTargetInfo>(*polymorphic_downcast<StackLayerNode *>(node)); + return detail::create_stack_layer<CLStackLayer, CLTargetInfo>( + *polymorphic_downcast<StackLayerNode *>(node)); case NodeType::StridedSliceLayer: - return detail::create_strided_slice_layer<CLStridedSlice, CLTargetInfo>(*polymorphic_downcast<StridedSliceLayerNode *>(node)); + return detail::create_strided_slice_layer<CLStridedSlice, CLTargetInfo>( + *polymorphic_downcast<StridedSliceLayerNode *>(node)); default: return nullptr; } |