Compute Library
 21.05
CLNodeValidator.cpp
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25 
28 
42 #include "support/Cast.h"
43 
44 using namespace arm_compute::utils::cast;
45 
46 namespace arm_compute
47 {
48 namespace graph
49 {
50 namespace backends
51 {
52 /** Collection of CL element-wise functions */
53 struct CLEltwiseLayerFunctions
54 {
55  using ArithmeticAddition = CLArithmeticAddition;
56  using ArithmeticSubtraction = CLArithmeticSubtraction;
57  using PixelWiseMultiplication = CLPixelWiseMultiplication;
58  using ElementwiseMax = CLElementwiseMax;
59  using ArithmeticDivision = CLArithmeticDivision;
60 };
61 
62 /** Collection of CL unary element-wise functions */
63 struct CLUnaryEltwiseLayerFunctions
64 {
65  using ExpLayer = CLExpLayer;
66 };
67 
69 {
70  if(node == nullptr)
71  {
72  return Status{};
73  }
74 
75  NodeType type = node->type();
76  switch(type)
77  {
78  case NodeType::ArgMinMaxLayer:
79  return detail::validate_arg_min_max_layer<CLArgMinMaxLayer>(*polymorphic_downcast<ArgMinMaxLayerNode *>(node));
80  case NodeType::BoundingBoxTransformLayer:
81  return detail::validate_bounding_box_transform_layer<CLBoundingBoxTransform>(*polymorphic_downcast<BoundingBoxTransformLayerNode *>(node));
82  case NodeType::ChannelShuffleLayer:
83  return detail::validate_channel_shuffle_layer<CLChannelShuffleLayer>(*polymorphic_downcast<ChannelShuffleLayerNode *>(node));
84  case NodeType::ConvolutionLayer:
88  CLWinogradConvolutionLayer>(*polymorphic_downcast<ConvolutionLayerNode *>(node));
89  case NodeType::DepthToSpaceLayer:
90  return detail::validate_depth_to_space_layer<CLDepthToSpaceLayer>(*polymorphic_downcast<DepthToSpaceLayerNode *>(node));
91  case NodeType::DepthwiseConvolutionLayer:
92  return detail::validate_depthwise_convolution_layer<CLDepthwiseConvolutionLayer>(*polymorphic_downcast<DepthwiseConvolutionLayerNode *>(node));
93  case NodeType::DequantizationLayer:
94  return detail::validate_dequantization_layer<CLDequantizationLayer>(*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<CPPDetectionPostProcessLayer>(*polymorphic_downcast<DetectionPostProcessLayerNode *>(node));
99  case NodeType::GenerateProposalsLayer:
100  return detail::validate_generate_proposals_layer<CLGenerateProposalsLayer>(*polymorphic_downcast<GenerateProposalsLayerNode *>(node));
101  case NodeType::L2NormalizeLayer:
102  return detail::validate_l2_normalize_layer<CLL2NormalizeLayer>(*polymorphic_downcast<L2NormalizeLayerNode *>(node));
103  case NodeType::NormalizePlanarYUVLayer:
104  return detail::validate_normalize_planar_yuv_layer<CLNormalizePlanarYUVLayer>(*polymorphic_downcast<NormalizePlanarYUVLayerNode *>(node));
105  case NodeType::PadLayer:
106  return detail::validate_pad_layer<CLPadLayer>(*polymorphic_downcast<PadLayerNode *>(node));
107  case NodeType::PermuteLayer:
108  return detail::validate_permute_layer<CLPermute>(*polymorphic_downcast<PermuteLayerNode *>(node));
109  case NodeType::PReluLayer:
110  return detail::validate_prelu_layer<CLPReluLayer>(*polymorphic_downcast<PReluLayerNode *>(node));
111  case NodeType::PriorBoxLayer:
112  return detail::validate_priorbox_layer<CLPriorBoxLayer>(*polymorphic_downcast<PriorBoxLayerNode *>(node));
113  case NodeType::QuantizationLayer:
114  return detail::validate_quantization_layer<CLQuantizationLayer>(*polymorphic_downcast<QuantizationLayerNode *>(node));
115  case NodeType::ReductionOperationLayer:
116  return detail::validate_reduction_operation_layer<CLReductionOperation>(*polymorphic_downcast<ReductionLayerNode *>(node));
117  case NodeType::ReorgLayer:
118  return detail::validate_reorg_layer<CLReorgLayer>(*polymorphic_downcast<ReorgLayerNode *>(node));
119  case NodeType::ReshapeLayer:
120  return detail::validate_reshape_layer<CLReshapeLayer>(*polymorphic_downcast<ReshapeLayerNode *>(node));
121  case NodeType::ROIAlignLayer:
122  return detail::validate_roi_align_layer<CLROIAlignLayer>(*polymorphic_downcast<ROIAlignLayerNode *>(node));
123  case NodeType::SliceLayer:
124  return detail::validate_slice_layer<CLSlice>(*polymorphic_downcast<SliceLayerNode *>(node));
125  case NodeType::StridedSliceLayer:
126  return detail::validate_strided_slice_layer<CLStridedSlice>(*polymorphic_downcast<StridedSliceLayerNode *>(node));
127  case NodeType::EltwiseLayer:
128  return detail::validate_eltwise_Layer<CLEltwiseLayerFunctions>(*polymorphic_downcast<EltwiseLayerNode *>(node));
129  case NodeType::UnaryEltwiseLayer:
130  return detail::validate_unary_eltwise_layer<CLUnaryEltwiseLayerFunctions>(*polymorphic_downcast<UnaryEltwiseLayerNode *>(node));
131  default:
132  return Status{};
133  }
134 }
135 } // namespace backends
136 } // namespace graph
137 } // namespace arm_compute
Basic function to compute the convolution layer.
Status class.
Definition: Error.h:52
decltype(strategy::transforms) typedef type
Copyright (c) 2017-2021 Arm Limited.
Node interface.
Definition: INode.h:45
NodeType
Supported nodes.
Definition: Types.h:148
Basic function to compute the convolution layer.
Status validate_convolution_layer(ConvolutionLayerNode &node)
Validates a Convolution layer node.
virtual NodeType type() const =0
Returns node's type.
Basic function to execute direct convolution function:
Basic function to execute Winograd-based convolution on OpenCL.
Includes all the OpenCL functions at once.
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)