| /* |
| * Copyright (c) 2018-2020 Arm Limited. |
| * |
| * SPDX-License-Identifier: MIT |
| * |
| * Permission is hereby granted, free of charge, to any person obtaining a copy |
| * of this software and associated documentation files (the "Software"), to |
| * deal in the Software without restriction, including without limitation the |
| * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or |
| * sell copies of the Software, and to permit persons to whom the Software is |
| * furnished to do so, subject to the following conditions: |
| * |
| * The above copyright notice and this permission notice shall be included in all |
| * copies or substantial portions of the Software. |
| * |
| * THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR |
| * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, |
| * FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE |
| * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER |
| * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, |
| * OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE |
| * SOFTWARE. |
| */ |
| #include "arm_compute/graph/backends/NEON/NENodeValidator.h" |
| |
| #include "arm_compute/graph/backends/ValidateHelpers.h" |
| #include "arm_compute/graph/nodes/Nodes.h" |
| |
| #include "arm_compute/core/utils/misc/Cast.h" |
| #include "arm_compute/runtime/CPP/CPPFunctions.h" |
| #include "arm_compute/runtime/NEON/NEFunctions.h" |
| |
| using namespace arm_compute::utils::cast; |
| |
| namespace arm_compute |
| { |
| namespace graph |
| { |
| namespace backends |
| { |
| /** Collection of NEON element-wise functions */ |
| struct NEEltwiseLayerFunctions |
| { |
| using ArithmeticAddition = NEArithmeticAddition; |
| using ArithmeticSubtraction = NEArithmeticSubtraction; |
| using PixelWiseMultiplication = NEPixelWiseMultiplication; |
| using ElementwiseMax = NEElementwiseMax; |
| }; |
| |
| /** Collection of NEON unary element-wise functions */ |
| struct NEUnaryEltwiseLayerFunctions |
| { |
| using ExpLayer = NEExpLayer; |
| }; |
| |
| Status NENodeValidator::validate(INode *node) |
| { |
| if(node == nullptr) |
| { |
| return Status{}; |
| } |
| |
| NodeType type = node->type(); |
| switch(type) |
| { |
| case NodeType::ArgMinMaxLayer: |
| return detail::validate_arg_min_max_layer<NEArgMinMaxLayer>(*polymorphic_downcast<ArgMinMaxLayerNode *>(node)); |
| case NodeType::BoundingBoxTransformLayer: |
| return ARM_COMPUTE_CREATE_ERROR(arm_compute::ErrorCode::RUNTIME_ERROR, "Unsupported operation : BoundingBoxTransformLayer"); |
| case NodeType::ChannelShuffleLayer: |
| return detail::validate_channel_shuffle_layer<NEChannelShuffleLayer>(*polymorphic_downcast<ChannelShuffleLayerNode *>(node)); |
| case NodeType::ConvolutionLayer: |
| return detail::validate_convolution_layer<NEConvolutionLayer, |
| NEDirectConvolutionLayer, |
| NEGEMMConvolutionLayer, |
| NEWinogradConvolutionLayer>(*polymorphic_downcast<ConvolutionLayerNode *>(node)); |
| case NodeType::DepthToSpaceLayer: |
| return detail::validate_depth_to_space_layer<NEDepthToSpaceLayer>(*polymorphic_downcast<DepthToSpaceLayerNode *>(node)); |
| case NodeType::DepthwiseConvolutionLayer: |
| return detail::validate_depthwise_convolution_layer<NEDepthwiseConvolutionLayer>(*polymorphic_downcast<DepthwiseConvolutionLayerNode *>(node)); |
| case NodeType::DequantizationLayer: |
| return detail::validate_dequantization_layer<NEDequantizationLayer>(*polymorphic_downcast<DequantizationLayerNode *>(node)); |
| case NodeType::DetectionOutputLayer: |
| return detail::validate_detection_output_layer<CPPDetectionOutputLayer>(*polymorphic_downcast<DetectionOutputLayerNode *>(node)); |
| case NodeType::DetectionPostProcessLayer: |
| return detail::validate_detection_post_process_layer<NEDetectionPostProcessLayer>(*polymorphic_downcast<DetectionPostProcessLayerNode *>(node)); |
| case NodeType::GenerateProposalsLayer: |
| return ARM_COMPUTE_CREATE_ERROR(arm_compute::ErrorCode::RUNTIME_ERROR, "Unsupported operation : GenerateProposalsLayer"); |
| case NodeType::NormalizePlanarYUVLayer: |
| return ARM_COMPUTE_CREATE_ERROR(arm_compute::ErrorCode::RUNTIME_ERROR, "Unsupported operation : NormalizePlanarYUVLayer"); |
| case NodeType::PadLayer: |
| return detail::validate_pad_layer<NEPadLayer>(*polymorphic_downcast<PadLayerNode *>(node)); |
| case NodeType::PermuteLayer: |
| return detail::validate_permute_layer<NEPermute>(*polymorphic_downcast<PermuteLayerNode *>(node)); |
| case NodeType::PReluLayer: |
| return detail::validate_prelu_layer<NEPReluLayer>(*polymorphic_downcast<PReluLayerNode *>(node)); |
| case NodeType::PriorBoxLayer: |
| return detail::validate_priorbox_layer<NEPriorBoxLayer>(*polymorphic_downcast<PriorBoxLayerNode *>(node)); |
| case NodeType::QuantizationLayer: |
| return detail::validate_quantization_layer<NEQuantizationLayer>(*polymorphic_downcast<QuantizationLayerNode *>(node)); |
| case NodeType::ReorgLayer: |
| return detail::validate_reorg_layer<NEReorgLayer>(*polymorphic_downcast<ReorgLayerNode *>(node)); |
| case NodeType::ReshapeLayer: |
| return detail::validate_reshape_layer<NEReshapeLayer>(*polymorphic_downcast<ReshapeLayerNode *>(node)); |
| case NodeType::ROIAlignLayer: |
| return ARM_COMPUTE_CREATE_ERROR(arm_compute::ErrorCode::RUNTIME_ERROR, "Unsupported operation : ROIAlignLayer"); |
| case NodeType::SliceLayer: |
| return ARM_COMPUTE_CREATE_ERROR(arm_compute::ErrorCode::RUNTIME_ERROR, "Unsupported operation : SliceLayer"); |
| case NodeType::StridedSliceLayer: |
| return detail::validate_strided_slice_layer<NEStridedSlice>(*polymorphic_downcast<StridedSliceLayerNode *>(node)); |
| case NodeType::UpsampleLayer: |
| return detail::validate_upsample_layer<NEUpsampleLayer>(*polymorphic_downcast<UpsampleLayerNode *>(node)); |
| case NodeType::YOLOLayer: |
| return detail::validate_yolo_layer<NEYOLOLayer>(*polymorphic_downcast<YOLOLayerNode *>(node)); |
| case NodeType::EltwiseLayer: |
| return detail::validate_eltwise_Layer<NEEltwiseLayerFunctions>(*polymorphic_downcast<EltwiseLayerNode *>(node)); |
| case NodeType::UnaryEltwiseLayer: |
| return detail::validate_unary_eltwise_layer<NEUnaryEltwiseLayerFunctions>(*polymorphic_downcast<UnaryEltwiseLayerNode *>(node)); |
| default: |
| return Status{}; |
| } |
| } |
| } // namespace backends |
| } // namespace graph |
| } // namespace arm_compute |