#1913·jetson-inference

"Segmentation fault (core dumped)" for new JetPack 6.1 install on Orin Nano when running demo

Author: verderogCreated Nov 14, 2024Updated Sep 28, 2025

I'm experiencing a segmentation fault trying to run the segnet demo with Jetpack 6.1 on the Orin Nano.

Steps to replicate:

Download and write the JP 6.1 image from https://developer.nvidia.com/downloads/embedded/l4t/r36_release_v4.0/jp61-orin-nano-sd-card-image.zip to micro SD card.
Boot new image. Perform initial user setup, config, etc.
Follow jetson-inference instructions here: https://github.com/dusty-nv/jetson-inference/blob/master/docs/building-repo-2.md. Install PyTorch when prompted.
cd data/images in this repo.
segnet.py airplane_0.jpg airplane_0_output.jpg. I've also ran segnet with the same segmentation fault.
Encounter segmentation fault. See below for log.

segNet -- loading segmentation network model from:
       -- prototxt:   
       -- model:      networks/FCN-ResNet18-Pascal-VOC-320x320/fcn_resnet18.onnx
       -- labels:     networks/FCN-ResNet18-Pascal-VOC-320x320/classes.txt
       -- colors:     networks/FCN-ResNet18-Pascal-VOC-320x320/colors.txt
       -- input_blob  'input_0'
       -- output_blob 'output_0'
       -- batch_size  1

[TRT]    TensorRT version 10.3.0
[TRT]    loading NVIDIA plugins...
[TRT]    Registered plugin creator - ::BatchedNMSDynamic_TRT version 1
[TRT]    Registered plugin creator - ::BatchedNMS_TRT version 1
[TRT]    Registered plugin creator - ::BatchTilePlugin_TRT version 1
[TRT]    Registered plugin creator - ::Clip_TRT version 1
[TRT]    Registered plugin creator - ::CoordConvAC version 1
[TRT]    Registered plugin creator - ::CropAndResizeDynamic version 1
[TRT]    Registered plugin creator - ::CropAndResize version 1
[TRT]    Registered plugin creator - ::DecodeBbox3DPlugin version 1
[TRT]    Registered plugin creator - ::DetectionLayer_TRT version 1
[TRT]    Registered plugin creator - ::EfficientNMS_Explicit_TF_TRT version 1
[TRT]    Registered plugin creator - ::EfficientNMS_Implicit_TF_TRT version 1
[TRT]    Registered plugin creator - ::EfficientNMS_ONNX_TRT version 1
[TRT]    Registered plugin creator - ::EfficientNMS_TRT version 1
[TRT]    Could not register plugin creator -  ::FlattenConcat_TRT version 1
[TRT]    Registered plugin creator - ::GenerateDetection_TRT version 1
[TRT]    Registered plugin creator - ::GridAnchor_TRT version 1
[TRT]    Registered plugin creator - ::GridAnchorRect_TRT version 1
[TRT]    Registered plugin creator - ::InstanceNormalization_TRT version 1
[TRT]    Registered plugin creator - ::InstanceNormalization_TRT version 2
[TRT]    Registered plugin creator - ::InstanceNormalization_TRT version 3
[TRT]    Registered plugin creator - ::LReLU_TRT version 1
[TRT]    Registered plugin creator - ::ModulatedDeformConv2d version 1
[TRT]    Registered plugin creator - ::MultilevelCropAndResize_TRT version 1
[TRT]    Registered plugin creator - ::MultilevelProposeROI_TRT version 1
[TRT]    Registered plugin creator - ::MultiscaleDeformableAttnPlugin_TRT version 1
[TRT]    Registered plugin creator - ::NMSDynamic_TRT version 1
[TRT]    Registered plugin creator - ::NMS_TRT version 1
[TRT]    Registered plugin creator - ::Normalize_TRT version 1
[TRT]    Registered plugin creator - ::PillarScatterPlugin version 1
[TRT]    Registered plugin creator - ::PriorBox_TRT version 1
[TRT]    Registered plugin creator - ::ProposalDynamic version 1
[TRT]    Registered plugin creator - ::ProposalLayer_TRT version 1
[TRT]    Registered plugin creator - ::Proposal version 1
[TRT]    Registered plugin creator - ::PyramidROIAlign_TRT version 1
[TRT]    Registered plugin creator - ::Region_TRT version 1
[TRT]    Registered plugin creator - ::Reorg_TRT version 2
[TRT]    Registered plugin creator - ::Reorg_TRT version 1
[TRT]    Registered plugin creator - ::ResizeNearest_TRT version 1
[TRT]    Registered plugin creator - ::ROIAlign_TRT version 1
[TRT]    Registered plugin creator - ::ROIAlign_TRT version 2
[TRT]    Registered plugin creator - ::RPROI_TRT version 1
[TRT]    Registered plugin creator - ::ScatterElements version 2
[TRT]    Registered plugin creator - ::ScatterElements version 1
[TRT]    Registered plugin creator - ::ScatterND version 1
[TRT]    Registered plugin creator - ::SpecialSlice_TRT version 1
[TRT]    Registered plugin creator - ::Split version 1
[TRT]    Registered plugin creator - ::VoxelGeneratorPlugin version 1
[TRT]    completed loading NVIDIA plugins.
[TRT]    detected model format - ONNX  (extension '.onnx')
[TRT]    desired precision specified for GPU: FASTEST
[TRT]    requested fasted precision for device GPU without providing valid calibrator, disabling INT8
[TRT]    [MemUsageChange] Init CUDA: CPU +13, GPU +0, now: CPU 41, GPU 2406 (MiB)
[TRT]    Trying to load shared library libnvinfer_builder_resource.so.10.3.0
[TRT]    Loaded shared library libnvinfer_builder_resource.so.10.3.0
[TRT]    [MemUsageChange] Init builder kernel library: CPU +927, GPU +687, now: CPU 1011, GPU 3116 (MiB)
[TRT]    CUDA lazy loading is enabled.
[TRT]    native precisions detected for GPU:  FP32, FP16, INT8
[TRT]    selecting fastest native precision for GPU:  FP16
[TRT]    found engine cache file /usr/local/bin/networks/FCN-ResNet18-Pascal-VOC-320x320/fcn_resnet18.onnx.1.1.100300.GPU.FP16.engine
[TRT]    found model checksum /usr/local/bin/networks/FCN-ResNet18-Pascal-VOC-320x320/fcn_resnet18.onnx.sha256sum
[TRT]    echo "$(cat /usr/local/bin/networks/FCN-ResNet18-Pascal-VOC-320x320/fcn_resnet18.onnx.sha256sum) /usr/local/bin/networks/FCN-ResNet18-Pascal-VOC-320x320/fcn_resnet18.onnx" | sha256sum --check --status
[TRT]    model matched checksum /usr/local/bin/networks/FCN-ResNet18-Pascal-VOC-320x320/fcn_resnet18.onnx.sha256sum
[TRT]    loading network plan from engine cache... /usr/local/bin/networks/FCN-ResNet18-Pascal-VOC-320x320/fcn_resnet18.onnx.1.1.100300.GPU.FP16.engine
[TRT]    device GPU, loaded /usr/local/bin/networks/FCN-ResNet18-Pascal-VOC-320x320/fcn_resnet18.onnx
[TRT]    Loaded engine size: 22 MiB
[TRT]    Using an engine plan file across different models of devices is not recommended and is likely to affect performance or even cause errors.
[TRT]    Deserialization required 13320 microseconds.
[TRT]    Total per-runner device persistent memory is 0
[TRT]    Total per-runner host persistent memory is 128224
[TRT]    Allocated device scratch memory of size 4915200
[TRT]    - Runner scratch: 4915200 bytes
[TRT]    [MemUsageChange] TensorRT-managed allocation in IExecutionContext creation: CPU +0, GPU +5, now: CPU 0, GPU 27 (MiB)
[TRT]    CUDA lazy loading is enabled.
[TRT]    
[TRT]    CUDA engine context initialized on device GPU:
[TRT]       -- layers       25
[TRT]       -- maxBatchSize 1
[TRT]       -- deviceMemory 4915200
[TRT]       -- bindings     2
[TRT]       binding 0
                -- index   0
                -- name    'input_0'
                -- type    Row major linear FP32 format (kLINEAR)
                -- in/out  INPUT
                -- device  DEVICE
                -- # dims  4
                -- dim #0  1
                -- dim #1  3
                -- dim #2  320
                -- dim #3  320
[TRT]       binding 1
                -- index   1
                -- name    'output_0'
                -- type    Row major linear FP32 format (kLINEAR)
                -- in/out  OUTPUT
                -- device  DEVICE
                -- # dims  4
                -- dim #0  1
                -- dim #1  21
                -- dim #2  10
                -- dim #3  10
[TRT]    
[TRT]    binding to input 0 input_0  binding index:  0
[TRT]    binding to input 0 input_0  dims (b=1 c=3 h=320 w=320) size=1228800
[TRT]    binding to output 0 output_0  binding index:  1
[TRT]    binding to output 0 output_0  dims (b=1 c=1 h=21 w=10) size=8400
Segmentation fault (core dumped)

Source: dusty-nv/jetson-inference

View original on GitHub View discussion on GitHub