54 struct NEEltwiseLayerFunctions
56 using ArithmeticAddition = NEArithmeticAddition;
57 using ArithmeticSubtraction = NEArithmeticSubtraction;
58 using PixelWiseMultiplication = NEPixelWiseMultiplication;
59 using ElementwiseMax = NEElementwiseMax;
63 struct NEUnaryEltwiseLayerFunctions
78 case NodeType::ArgMinMaxLayer:
79 return detail::validate_arg_min_max_layer<NEArgMinMaxLayer>(*polymorphic_downcast<ArgMinMaxLayerNode *>(node));
80 case NodeType::BoundingBoxTransformLayer:
82 case NodeType::ChannelShuffleLayer:
83 return detail::validate_channel_shuffle_layer<NEChannelShuffleLayer>(*polymorphic_downcast<ChannelShuffleLayerNode *>(node));
84 case NodeType::ConvolutionLayer:
89 case NodeType::DepthToSpaceLayer:
90 return detail::validate_depth_to_space_layer<NEDepthToSpaceLayer>(*polymorphic_downcast<DepthToSpaceLayerNode *>(node));
91 case NodeType::DepthwiseConvolutionLayer:
92 return detail::validate_depthwise_convolution_layer<NEDepthwiseConvolutionLayer>(*polymorphic_downcast<DepthwiseConvolutionLayerNode *>(node));
93 case NodeType::DequantizationLayer:
94 return detail::validate_dequantization_layer<NEDequantizationLayer>(*polymorphic_downcast<DequantizationLayerNode *>(node));
95 case NodeType::DetectionOutputLayer:
96 return detail::validate_detection_output_layer<CPPDetectionOutputLayer>(*polymorphic_downcast<DetectionOutputLayerNode *>(node));
97 case NodeType::DetectionPostProcessLayer:
98 return detail::validate_detection_post_process_layer<NEDetectionPostProcessLayer>(*polymorphic_downcast<DetectionPostProcessLayerNode *>(node));
99 case NodeType::GenerateProposalsLayer:
101 case NodeType::L2NormalizeLayer:
102 return detail::validate_l2_normalize_layer<NEL2NormalizeLayer>(*polymorphic_downcast<L2NormalizeLayerNode *>(node));
103 case NodeType::NormalizePlanarYUVLayer:
105 case NodeType::PadLayer:
106 return detail::validate_pad_layer<NEPadLayer>(*polymorphic_downcast<PadLayerNode *>(node));
107 case NodeType::PermuteLayer:
108 return detail::validate_permute_layer<NEPermute>(*polymorphic_downcast<PermuteLayerNode *>(node));
109 case NodeType::PReluLayer:
110 return detail::validate_prelu_layer<NEPReluLayer>(*polymorphic_downcast<PReluLayerNode *>(node));
111 case NodeType::PriorBoxLayer:
112 return detail::validate_priorbox_layer<NEPriorBoxLayer>(*polymorphic_downcast<PriorBoxLayerNode *>(node));
113 case NodeType::QuantizationLayer:
114 return detail::validate_quantization_layer<NEQuantizationLayer>(*polymorphic_downcast<QuantizationLayerNode *>(node));
115 case NodeType::ReductionOperationLayer:
116 return detail::validate_reduction_operation_layer<NEReductionOperation>(*polymorphic_downcast<ReductionLayerNode *>(node));
117 case NodeType::ReorgLayer:
118 return detail::validate_reorg_layer<NEReorgLayer>(*polymorphic_downcast<ReorgLayerNode *>(node));
119 case NodeType::ReshapeLayer:
120 return detail::validate_reshape_layer<NEReshapeLayer>(*polymorphic_downcast<ReshapeLayerNode *>(node));
121 case NodeType::ROIAlignLayer:
123 case NodeType::SliceLayer:
124 return detail::validate_slice_layer<NESlice>(*polymorphic_downcast<SliceLayerNode *>(node));
125 case NodeType::StridedSliceLayer:
126 return detail::validate_strided_slice_layer<NEStridedSlice>(*polymorphic_downcast<StridedSliceLayerNode *>(node));
127 case NodeType::EltwiseLayer:
128 return detail::validate_eltwise_Layer<NEEltwiseLayerFunctions>(*polymorphic_downcast<EltwiseLayerNode *>(node));
129 case NodeType::UnaryEltwiseLayer:
130 return detail::validate_unary_eltwise_layer<NEUnaryEltwiseLayerFunctions>(*polymorphic_downcast<UnaryEltwiseLayerNode *>(node));
NEElementwiseUnaryLayer< ElementWiseUnary::EXP > NEExpLayer
decltype(strategy::transforms) typedef type
Basic function to compute the convolution layer.
Includes all the Neon functions at once.
Copyright (c) 2017-2021 Arm Limited.
Basic function to simulate a convolution layer.
Basic function to simulate a convolution layer.
Function to run the direct convolution.
#define ARM_COMPUTE_CREATE_ERROR(error_code, msg)
Creates an error with a given message.
Status validate_convolution_layer(ConvolutionLayerNode &node)
Validates a Convolution layer node.
virtual NodeType type() const =0
Returns node's type.
Status validate(const ITensorInfo *scores_in, const ITensorInfo *boxes_in, const ITensorInfo *batch_splits_in, const ITensorInfo *scores_out, const ITensorInfo *boxes_out, const ITensorInfo *classes, const ITensorInfo *batch_splits_out, const ITensorInfo *keeps, const ITensorInfo *keeps_size, const BoxNMSLimitInfo info)