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NVIDIA / trt-samples-for-hackathon-cn

Simple samples for TensorRT programming
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当我基于cookbook的04-Parser文件pyTorch-ONNX-TensorRT，转换.plane文件，在转换RobustVideoMatting项目时候遇到一个下采样率的问题，该如何处理？ #50

Open zhanghongyong123456 opened 2 years ago

zhanghongyong123456 commented 2 years ago

https://github.com/PeterL1n/RobustVideoMatting/releases/download/v1.0.0/rvm_mobilenetv3_fp32.onnx 这是我ONNX转换脚本 image 这个RVM抠像项目的onnx细节实现 image 这是解析日志：最后两行为错误日志 E:\Win_Anaconda3\envs\TensorRTPy\python.exe E:/project/TensorRT_project/trt-samples-for-hackathon-cn/cookbook/04-Parser/pyTorch-ONNX-TensorRT/RVM_python_auto/main.py Succeeded converting model into onnx! [09/03/2022-13:53:25] [TRT] [I] [MemUsageChange] Init CUDA: CPU +323, GPU +0, now: CPU 7241, GPU 1139 (MiB) [09/03/2022-13:53:26] [TRT] [I] [MemUsageChange] Init builder kernel library: CPU +192, GPU +68, now: CPU 7537, GPU 1207 (MiB) Succeeded finding onnx file! [09/03/2022-13:53:26] [TRT] [V] Registered plugin creator - ::GridAnchor_TRT version 1 [09/03/2022-13:53:26] [TRT] [V] Registered plugin creator - ::GridAnchorRect_TRT version 1 [09/03/2022-13:53:26] [TRT] [V] Registered plugin creator - ::NMS_TRT version 1 [09/03/2022-13:53:26] [TRT] [V] Registered plugin creator - ::Reorg_TRT version 1 [09/03/2022-13:53:26] [TRT] [V] Registered plugin creator - ::Region_TRT version 1 [09/03/2022-13:53:26] [TRT] [V] Registered plugin creator - ::Clip_TRT version 1 [09/03/2022-13:53:26] [TRT] [V] Registered plugin creator - ::LReLU_TRT version 1 [09/03/2022-13:53:26] [TRT] [V] Registered plugin creator - ::PriorBox_TRT version 1 [09/03/2022-13:53:26] [TRT] [V] Registered plugin creator - ::Normalize_TRT version 1 [09/03/2022-13:53:26] [TRT] [V] Registered plugin creator - ::ScatterND version 1 [09/03/2022-13:53:26] [TRT] [V] Registered plugin creator - ::RPROI_TRT version 1 [09/03/2022-13:53:26] [TRT] [V] Registered plugin creator - ::BatchedNMS_TRT version 1 [09/03/2022-13:53:26] [TRT] [V] Registered plugin creator - ::BatchedNMSDynamic_TRT version 1 [09/03/2022-13:53:26] [TRT] [V] Registered plugin creator - ::BatchTilePlugin_TRT version 1 [09/03/2022-13:53:26] [TRT] [V] Registered plugin creator - ::FlattenConcat_TRT version 1 [09/03/2022-13:53:26] [TRT] [V] Registered plugin creator - ::CropAndResize version 1 [09/03/2022-13:53:26] [TRT] [V] Registered plugin creator - ::CropAndResizeDynamic version 1 [09/03/2022-13:53:26] [TRT] [V] Registered plugin creator - ::DetectionLayer_TRT version 1 [09/03/2022-13:53:26] [TRT] [V] Registered plugin creator - ::EfficientNMS_TRT version 1 [09/03/2022-13:53:26] [TRT] [V] Registered plugin creator - ::EfficientNMS_ONNX_TRT version 1 [09/03/2022-13:53:26] [TRT] [V] Registered plugin creator - ::EfficientNMS_Explicit_TF_TRT version 1 [09/03/2022-13:53:26] [TRT] [V] Registered plugin creator - ::EfficientNMS_Implicit_TF_TRT version 1 [09/03/2022-13:53:26] [TRT] [V] Registered plugin creator - ::ProposalDynamic version 1 [09/03/2022-13:53:26] [TRT] [V] Registered plugin creator - ::Proposal version 1 [09/03/2022-13:53:26] [TRT] [V] Registered plugin creator - ::ProposalLayer_TRT version 1 [09/03/2022-13:53:26] [TRT] [V] Registered plugin creator - ::PyramidROIAlign_TRT version 1 [09/03/2022-13:53:26] [TRT] [V] Registered plugin creator - ::ResizeNearest_TRT version 1 [09/03/2022-13:53:26] [TRT] [V] Registered plugin creator - ::Split version 1 [09/03/2022-13:53:26] [TRT] [V] Registered plugin creator - ::SpecialSlice_TRT version 1 [09/03/2022-13:53:26] [TRT] [V] Registered plugin creator - ::InstanceNormalization_TRT version 1 [09/03/2022-13:53:26] [TRT] [V] Registered plugin creator - ::InstanceNormalization_TRT version 2 [09/03/2022-13:53:26] [TRT] [V] Registered plugin creator - ::CoordConvAC version 1 [09/03/2022-13:53:26] [TRT] [V] Registered plugin creator - ::DecodeBbox3DPlugin version 1 [09/03/2022-13:53:26] [TRT] [V] Registered plugin creator - ::GenerateDetection_TRT version 1 [09/03/2022-13:53:26] [TRT] [V] Registered plugin creator - ::MultilevelCropAndResize_TRT version 1 [09/03/2022-13:53:26] [TRT] [V] Registered plugin creator - ::MultilevelProposeROI_TRT version 1 [09/03/2022-13:53:26] [TRT] [V] Registered plugin creator - ::NMSDynamic_TRT version 1 [09/03/2022-13:53:26] [TRT] [V] Registered plugin creator - ::PillarScatterPlugin version 1 [09/03/2022-13:53:26] [TRT] [V] Registered plugin creator - ::VoxelGeneratorPlugin version 1 [09/03/2022-13:53:26] [TRT] [V] Registered plugin creator - ::MultiscaleDeformableAttnPlugin_TRT version 1 [09/03/2022-13:53:26] [TRT] [V] Adding network input: src with dtype: float32, dimensions: (-1, 3, -1, -1) [09/03/2022-13:53:26] [TRT] [V] Registering tensor: src for ONNX tensor: src [09/03/2022-13:53:26] [TRT] [V] Adding network input: r1i with dtype: float32, dimensions: (-1, -1, -1, -1) [09/03/2022-13:53:26] [TRT] [V] Registering tensor: r1i for ONNX tensor: r1i [09/03/2022-13:53:26] [TRT] [V] Adding network input: r2i with dtype: float32, dimensions: (-1, -1, -1, -1) [09/03/2022-13:53:26] [TRT] [V] Registering tensor: r2i for ONNX tensor: r2i [09/03/2022-13:53:26] [TRT] [V] Adding network input: r3i with dtype: float32, dimensions: (-1, -1, -1, -1) [09/03/2022-13:53:26] [TRT] [V] Registering tensor: r3i for ONNX tensor: r3i [09/03/2022-13:53:26] [TRT] [V] Adding network input: r4i with dtype: float32, dimensions: (-1, -1, -1, -1) [09/03/2022-13:53:26] [TRT] [V] Registering tensor: r4i for ONNX tensor: r4i [09/03/2022-13:53:26] [TRT] [V] Adding network input: downsample_ratio with dtype: float32, dimensions: (1) [09/03/2022-13:53:26] [TRT] [V] Registering tensor: downsample_ratio for ONNX tensor: downsample_ratio [09/03/2022-13:53:26] [TRT] [V] Importing initializer: backbone.features.4.block.2.fc1.weight [09/03/2022-13:53:26] [TRT] [V] Importing initializer: backbone.features.4.block.2.fc1.bias [09/03/2022-13:53:26] [TRT] [V] Importing initializer: 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950 [09/03/2022-13:53:26] [TRT] [V] Importing initializer: 952 [09/03/2022-13:53:26] [TRT] [V] Importing initializer: 953 [09/03/2022-13:53:26] [TRT] [V] Importing initializer: 955 [09/03/2022-13:53:26] [TRT] [V] Importing initializer: 956 [09/03/2022-13:53:26] [TRT] [V] Importing initializer: 958 [09/03/2022-13:53:26] [TRT] [V] Importing initializer: 959 [09/03/2022-13:53:26] [TRT] [V] Importing initializer: 961 [09/03/2022-13:53:26] [TRT] [V] Importing initializer: 962 [09/03/2022-13:53:26] [TRT] [V] Importing initializer: 964 [09/03/2022-13:53:26] [TRT] [V] Importing initializer: 965 [09/03/2022-13:53:26] [TRT] [V] Importing initializer: 967 [09/03/2022-13:53:26] [TRT] [V] Importing initializer: 968 [09/03/2022-13:53:26] [TRT] [V] Importing initializer: 970 [09/03/2022-13:53:26] [TRT] [V] Importing initializer: 971 [09/03/2022-13:53:26] [TRT] [V] Importing initializer: 973 [09/03/2022-13:53:26] [TRT] [V] Importing initializer: 974 [09/03/2022-13:53:26] [TRT] [V] Importing initializer: 976 [09/03/2022-13:53:26] [TRT] [V] Importing initializer: 977 [09/03/2022-13:53:26] [TRT] [V] Importing initializer: 978 [09/03/2022-13:53:26] [TRT] [V] Importing initializer: 979 [09/03/2022-13:53:26] [TRT] [V] Importing initializer: 980 [09/03/2022-13:53:26] [TRT] [V] Importing initializer: 981 [09/03/2022-13:53:26] [TRT] [V] Importing initializer: 982 [09/03/2022-13:53:26] [TRT] [V] Importing initializer: 983 [09/03/2022-13:53:26] [TRT] [V] Parsing node: Constant_0 [Constant] [09/03/2022-13:53:26] [TRT] [V] Constant_0 [Constant] inputs: [09/03/2022-13:53:26] [TRT] [V] Constant_0 [Constant] outputs: [388 -> (0)[FLOAT]], [09/03/2022-13:53:26] [TRT] [V] Parsing node: Constant_1 [Constant] [09/03/2022-13:53:26] [TRT] [V] Constant_1 [Constant] inputs: [09/03/2022-13:53:26] [TRT] [V] Constant_1 [Constant] outputs: [389 -> (2)[FLOAT]], [09/03/2022-13:53:26] [TRT] [V] Parsing node: Concat_2 [Concat] [09/03/2022-13:53:26] [TRT] [V] Searching for input: 389 [09/03/2022-13:53:26] [TRT] [V] Searching for input: downsample_ratio [09/03/2022-13:53:26] [TRT] [V] Searching for input: downsample_ratio [09/03/2022-13:53:26] [TRT] [V] Concat_2 [Concat] inputs: [389 -> (2)[FLOAT]], [downsample_ratio -> (1)[FLOAT]], [downsample_ratio -> (1)[FLOAT]], [09/03/2022-13:53:26] [TRT] [V] Registering layer: 389 for ONNX node: 389 [09/03/2022-13:53:26] [TRT] [V] Registering layer: Concat_2 for ONNX node: Concat_2 [09/03/2022-13:53:26] [TRT] [V] Registering tensor: 390 for ONNX tensor: 390 [09/03/2022-13:53:26] [TRT] [V] Concat_2 [Concat] outputs: [390 -> (4)[FLOAT]], [09/03/2022-13:53:26] [TRT] [V] Parsing node: Resize_3 [Resize] [09/03/2022-13:53:26] [TRT] [V] Searching for input: src [09/03/2022-13:53:26] [TRT] [V] Searching for input: 388 [09/03/2022-13:53:26] [TRT] [V] Searching for input: 390 [09/03/2022-13:53:26] [TRT] [V] Resize_3 [Resize] inputs: [src -> (-1, 3, -1, -1)[FLOAT]], [388 -> (0)[FLOAT]], [390 -> (4)[FLOAT]], [09/03/2022-13:53:26] [TRT] [V] Registering layer: Resize_3 for ONNX node: Resize_3 [09/03/2022-13:53:26] [TRT] [V] Running resize layer with: Transformation mode: pytorch_half_pixel Resize mode: linear

[09/03/2022-13:53:26] [TRT] [E] [graphShapeAnalyzer.cpp::nvinfer1::builder::anonymous-namespace'::ShapeNodeRemover::analyzeShapes::1237] Error Code 4: Internal Error (downsample_ratio: network input that is shape tensor must have type Int32) Failed parsing .onnx file! In node 3 (parseGraph): INVALID_NODE: Invalid Node - Resize_3 [graphShapeAnalyzer.cpp::nvinfer1::builder::anonymous-namespace'::ShapeNodeRemover::analyzeShapes::1237] Error Code 4: Internal Error (downsample_ratio: network input that is shape tensor must have type Int32)

Process finished with exit code 0