[Detector Support]: Onnx problem with rocm / fatal python error

[DrMacabre]

Describe the problem you are having

Detector doesn't start. see logs

Version

0.16.0-f141b58

Frigate config file

mqtt:
  host: 192.168.1.199 #Insert the IP address of your Home Assistant
  port: 1883 #Leave as default 1883 or change to match the port set in yout MQTT Broker configuration
  topic_prefix: frigate
  client_id: frigate
  user: mqtt_user #Change to match the username set in your MQTT Broker
  password: *********** #Change to match the password set in your MQTT Broker
  stats_interval: 60

#detectors:
#  coral:
#    type: edgetpu
#    device: usb

detectors:
  onnx:
    type: onnx

model:
  model_type: yolonas
  width: 320 # <--- should match whatever was set in notebook
  height: 320 # <--- should match whatever was set in notebook
  input_pixel_format: bgr
  input_tensor: nchw
  path: /config/yolo_nas_s.onnx
  labelmap_path: /labelmap/coco-80.txt

cameras:
  nord: #Change this to a name of the camera that makes sense 
    ffmpeg:
      hwaccel_args: preset-vaapi
      output_args:
        record: preset-record-generic-audio-aac #Insert this if your camera supports audio output
      inputs:
        - path: rtsp://127.0.0.1:8554/nord #Change as per your camera documentation for high quality feed
          roles:
            - audio
            - record
        - path: rtsp://127.0.0.1:8554/nord_detect
          roles:
            - detect
    detect:
      height: 360 #Change this to match the resolution of your detection channel (in this case channel 1)
      width: 640 #Change this to match the resolution of your detection channel (in this case channel 1)
      fps: 5 #This is the frame rate for detection, between 5-10 fps is sufficient.
    record:
      enabled: true
      retain:
        days: 0 #The number of days a recording will be kept for after a motion is detected.
        mode: motion
      alerts:
        retain:
          days: 1
      detections:
        retain:
          days: 1
    objects:
      track:
        - person
        - car
        - bicycle
        - motorcycle
        - dog
        - cat
      mask:
        - 0.292,0,0.304,0.091,0.312,0.151,0.304,0.207,0.337,0.232,0.353,0.317,0.432,0.494,0.576,0.656,0.758,0.539,0.806,0.479,0.839,0.506,0.829,0.687,1,1,1,0
        - 0.258,0.524,0.341,0.491,0.387,0.678,0.449,0.784,0.403,0.825,0.315,0.759
    motion:
      threshold: 30
      contour_area: 10
      improve_contrast: true
      mask:
        - 0,0,1,0,1,1,0.825,0.687,0.842,0.508,0.805,0.477,0.754,0.539,0.576,0.659,0.45,0.517,0.341,0.491,0.36,0.332,0.304,0.08,0,0.091
        - 0.258,0.524,0.341,0.491,0.387,0.679,0.45,0.785,0.403,0.825,0.315,0.759
    zones:
      Chemin:
        coordinates: 
          0.294,0,0.267,0,0.254,0.082,0.142,0.081,0.126,0.135,0.091,0.162,0.08,0.549,0.129,1,1,1,0.825,0.686,0.839,0.509,0.804,0.482,0.757,0.54,0.58,0.656,0.432,0.49,0.341,0.491,0.351,0.314,0.337,0.233,0.303,0.209,0.311,0.155,0.3,0.082
        loitering_time: 0
        inertia: 1
    review:
      alerts:
        required_zones: Chemin
      detections:
        required_zones: Chemin
    snapshots:
      enabled: true
      clean_copy: true
      timestamp: true
      bounding_box: true
      crop: true
      quality: 100
  ouest: #Change this to a name of the camera that makes sense to you
    ffmpeg:
      hwaccel_args: preset-vaapi
      output_args:
        record: preset-record-generic-audio-aac #Insert this if your camera supports audio output
      inputs:
        - path: rtsp://127.0.0.1:8554/ouest #Change as per your camera documentation for high quality feed
          roles:
            - audio
            - record
        - path: rtsp://127.0.0.1:8554/ouest_detect
          roles:
            - detect
    detect:
      height: 360 #Change this to match the resolution of your detection channel (in this case channel 1)
      width: 640 #Change this to match the resolution of your detection channel (in this case channel 1)
      fps: 5 #This is the frame rate for detection, between 5-10 fps is sufficient.
    record:
      enabled: true
      retain:
        days: 0 #The number of days a recording will be kept for after a motion is detected.
        mode: motion
      alerts:
        retain:
          days: 1
      detections:
        retain:
          days: 1
    objects:
      track:
        - person
        - car
        - bicycle
        - motorcycle
        - dog
        - cat
      mask:
        - 0.617,0.523,0.619,0.387,0.674,0.362,0.718,0.374,0.751,0.415,0.771,0.459,0.768,0.492,0.721,0.518,0.712,0.562,0.681,0.571
        - 0.801,0.379,0.859,0.324,0.876,0.372,0.858,0.393,0.807,0.432
        - 0,0.003,0.997,0.001,0.998,0.321,0.967,0.339,0.741,0.251,0.695,0.255,0.68,0.308,0.472,0.321,0.439,0.111,0.002,0.125
        - 0,0.686,0.084,0.608,0.23,0.609,0.422,0.656,0.428,0.806,0.402,0.891,0.452,1,0,1
        - 0.003,0.368,0.249,0.224,0.368,0.277,0.432,0.397,0.003,0.495
    motion:
      threshold: 30
      contour_area: 10
      improve_contrast: true
      mask:
        - 0,0.003,0.997,0.001,0.998,0.313,0.965,0.343,0.746,0.26,0.696,0.262,0.681,0.311,0.47,0.329,0.437,0.117,0,0.128
        - 0.084,0.608,0.123,0.574,0.222,0.607,0.422,0.658,0.495,0.655,0.813,0.834,0.736,1,0,1,0,0.686
        - 0.001,0.369,0.25,0.224,0.368,0.277,0.429,0.398,0.003,0.495
        - 0.617,0.516,0.619,0.387,0.674,0.362,0.716,0.36,0.75,0.39,0.768,0.351,0.786,0.357,0.801,0.379,0.859,0.324,0.876,0.372,0.825,0.438,0.768,0.492,0.722,0.517,0.712,0.562,0.681,0.571
    zones:
      Acces_Ouest:
        coordinates: 
          0.743,0.259,0.967,0.344,0.879,0.693,0.736,1,0.452,1,0.402,0.891,0.429,0.802,0.42,0.676,0.454,0.33,0.681,0.311,0.696,0.262
        inertia: 1
        loitering_time: 0
      Champ_Ouest:
        coordinates: 
          0,0.127,0.437,0.116,0.472,0.327,0.454,0.329,0.422,0.656,0.123,0.573,0,0.687,0.003,0.495,0.432,0.397,0.368,0.277,0.249,0.224,0,0.37
        loitering_time: 0
        inertia: 1
    review:
      alerts:
        required_zones:
          - Acces_Ouest
          - Champ_Ouest
      detections:
        required_zones:
          - Acces_Ouest
          - Champ_Ouest
    snapshots:
      enabled: true
      clean_copy: true
      timestamp: true
      bounding_box: true
      crop: true
      quality: 100
  est: #Change this to a name of the camera that makes sense to you
    ffmpeg:
      hwaccel_args: preset-vaapi
      output_args:
        record: preset-record-generic-audio-aac     #Insert this if your camera supports audio output
      inputs:
        - path: rtsp://127.0.0.1:8554/est #Change as per your camera documentation for high quality feed
          roles:
            - audio
            - record
        - path: rtsp://127.0.0.1:8554/est_detect
          roles:
            - detect
    detect:
      height: 360 #Change this to match the resolution of your detection channel (in this case channel 1)
      width: 640 #Change this to match the resolution of your detection channel (in this case channel 1)
      fps: 5     #This is the frame rate for detection, between 5-10 fps is sufficient.
    record:
      enabled: true
      retain:
        days: 0     #The number of days a recording will be kept for after a motion is detected.
        mode: motion
      alerts:
        retain:
          days: 1
      detections:
        retain:
          days: 1
    objects:
      track:
        - person
        - car
        - dog
        - cat
    zones:
      Jardin:
        coordinates: 0,0.589,0.464,0.554,1,0.864,1,1,0,1
        loitering_time: 0
        inertia: 1
      Acces_Maison:
        coordinates: 0.472,0,1,0,1,0.267,1,0.869,0.466,0.555
        inertia: 1
        loitering_time: 0
      Acces_Atelier:
        coordinates: 0,0.422,0.467,0.404,0.468,0.549,0,0.587
        inertia: 1
        loitering_time: 0
    motion:
      threshold: 30
      contour_area: 10
      improve_contrast: true
      mask:
        - 0,0,0.414,0,0.414,0.152,0.357,0.262,0.437,0.308,0.45,0.411,0.432,0.479,0.384,0.445,0.322,0.451,0.274,0.504,0.279,0.563,0.202,0.562,0.18,0.496,0.169,0.415,0.212,0.415,0.219,0.367,0.067,0.327,0.079,0.419,0,0.42
        - 0.002,0.91,0.133,0.909,0.134,1,0,1
        - 0.956,0,0.937,0.379,0.931,0.481,0.872,0.492,0.845,0.531,0.85,0.611,0.855,0.744,0.884,0.816,0.909,0.894,0.907,0.936,0.859,1,1,0.999,0.999,0
    review:
      alerts:
        required_zones:
          - Jardin
          - Acces_Maison
          - Acces_Atelier
      detections:
        required_zones:
          - Jardin
          - Acces_Maison
          - Acces_Atelier
    snapshots:
      enabled: true
      clean_copy: true
      timestamp: true
      bounding_box: true
      crop: true
      quality: 100
  sud: #Change this to a name of the camera that makes sense to you
    ffmpeg:
      hwaccel_args: preset-vaapi
      output_args:
        record: preset-record-generic-audio-aac #Insert this if your camera supports audio output
      inputs:
        - path: rtsp://127.0.0.1:8554/sud #Change as per your camera documentation for high quality feed
          roles:
            - audio
            - record
        - path: rtsp://127.0.0.1:8554/sud_detect
          roles:
            - detect
    detect:
      height: 360 #Change this to match the resolution of your detection channel (in this case channel 1)
      width: 640 #Change this to match the resolution of your detection channel (in this case channel 1)
      fps: 5 #This is the frame rate for detection, between 5-10 fps is sufficient.
    record:
      enabled: true
      retain:
        days: 0 #The number of days a recording will be kept for after a motion is detected.
        mode: motion
      alerts:
        retain:
          days: 1
      detections:
        retain:
          days: 1
    objects:
      track:
        - person
#        - car
        - dog
        - cat
      filters:
        car:
          mask: 0.223,0.281,0.408,0.296,0.391,0.496,0.21,0.479
    zones:
      Porte_Atelier:
        coordinates: 0.028,0.184,0.108,0.073,0.113,0.414,0.095,0.436,0.053,0.442
        inertia: 1
        loitering_time: 0
      Grange:
        coordinates: 
          0.111,0.128,0.496,0.115,0.999,0.468,1,1,0.132,0.999,0.053,0.442,0.098,0.437,0.114,0.418
        loitering_time: 0
    motion:
      threshold: 30
      contour_area: 10
      improve_contrast: true
      mask: 0.001,0,0.259,0,0.258,0.074,0,0.081
    review:
      alerts:
        required_zones:
          - Porte_Atelier
          - Grange
      detections:
        required_zones:
          - Porte_Atelier
          - Grange
    snapshots:
      enabled: true
      clean_copy: true
      timestamp: true
      bounding_box: true
      crop: true
      quality: 100
go2rtc:
  streams:
    nord:
      - rtsp://admin:[email protected]:554/stream1
      - ffmpeg:nord#audio=opus
    nord_detect:
      - rtsp://admin:[email protected]:554/stream2
      - ffmpeg:nord#audio=opus
    sud:
      - rtsp://admin:[email protected]:554/stream1
      - ffmpeg:sud#audio=opus
    sud_detect:
      - rtsp://admin:[email protected]:554/stream2
      - ffmpeg:sud#audio=opus
    est:
      - rtsp://admin:[email protected]:554/stream1
      - ffmpeg:est#audio=opus
    est_detect:
      - rtsp://admin:[email protected]:554/stream2
      - ffmpeg:est#audio=opus
    ouest:
      - rtsp://admin:[email protected]:554/stream1
      - ffmpeg:ouest#audio=opus
    ouest_detect:
      - rtsp://admin:[email protected]:554/stream2
      - ffmpeg:ouest#audio=opus
  webrtc:
    candidates:
      - 192.168.1.175:8555
      - stun:8555
      - 84.*******:8555
version: 0.16-0
birdseye:
  enabled: true
  restream: true
  width: 1920
  height: 1080
  quality: 8
  mode: motion
  inactivity_threshold: 30
  layout:
    scaling_factor: 2.0
    max_cameras: 4
camera_groups:
  Pinboy:
    order: 1
    icon: LuBird
    cameras: birdseye
semantic_search:
  enabled: true
  reindex: false
  model_size: small
detect:
  enabled: true

docker-compose file or Docker CLI command

services:
  frigate:
    cap_add:
      - CAP_PERFMON
    container_name: frigate
    devices:
      - /dev/bus/usb:/dev/bus/usb
      - /dev/dri
      - /dev/kfd
    environment:
      LIBVA_DRIVER_NAME: radeonsi
      PGID: '568'
      PUID: '568'
      TZ: Europe/Paris
    image: ghcr.io/blakeblackshear/frigate:0.16.0-beta3-rocm
    ports:
      - '8971:8971'
      - '5000:5000'
      - '8554:8554'
      - 8555:8555/tcp
      - 8555:8555/udp
      - '1935:1935'
    restart: unless-stopped
    security_opt:
      - apparmor=unconfined
      - systempaths=unconfined
    shm_size: 1024mb
    stop_grace_period: 30s
    volumes:
      - /mnt/Storage/config-apps/app_mounts/frigate/config:/config:rw
      - /mnt/Storage/config-apps/app_mounts/frigate/media:/media/frigate:rw
      - /mnt/Storage/config-apps/app_mounts/frigate/cache:/tmp/cache:rw

Relevant Frigate log output

2025-07-10 05:07:11.220520585  [INFO] Preparing Frigate...
2025-07-10 05:07:11.785549688  [INFO] Starting Frigate...
2025-07-10 05:07:15.469648242  [2025-07-10 07:07:15] frigate.util.config            INFO    : Checking if frigate config needs migration...
2025-07-10 05:07:15.529495214  [2025-07-10 07:07:15] frigate.util.config            INFO    : frigate config does not need migration...
2025-07-10 05:07:16.797068739  [2025-07-10 07:07:16] frigate.util.services          INFO    : Automatically detected vaapi hwaccel for video decoding
2025-07-10 05:07:16.890533409  [2025-07-10 07:07:16] frigate.app                    INFO    : Starting Frigate (0.16.0-f141b58)
2025-07-10 05:07:16.907820033  [2025-07-10 07:07:16] peewee_migrate.logs            INFO    : Starting migrations
2025-07-10 05:07:16.909080699  [2025-07-10 07:07:16] peewee_migrate.logs            INFO    : There is nothing to migrate
2025-07-10 05:07:16.962275816  [2025-07-10 07:07:16] frigate.app                    INFO    : Recording process started: 597
2025-07-10 05:07:16.963233188  [2025-07-10 07:07:16] frigate.app                    INFO    : Review process started: 609
2025-07-10 05:07:16.967687084  [2025-07-10 07:07:16] frigate.app                    INFO    : go2rtc process pid: 128
2025-07-10 05:07:16.985758341  [2025-07-10 07:07:16] detector.onnx                  INFO    : Starting detection process: 622
2025-07-10 05:07:16.993240193  [2025-07-10 07:07:16] frigate.detectors.plugins.onnx INFO    : ONNX: loaded onnxruntime module
2025-07-10 05:07:16.993820070  [2025-07-10 07:07:16] frigate.detectors.plugins.onnx INFO    : ONNX: loading /config/yolo_nas_s.onnx
2025-07-10 05:07:16.994546098  [2025-07-10 07:07:16] frigate.app                    INFO    : Embedding process started: 625
2025-07-10 05:07:17.010142030  [2025-07-10 07:07:17] frigate.app                    INFO    : Output process started: 651
2025-07-10 05:07:17.072697176  [2025-07-10 07:07:17] frigate.app                    INFO    : Camera processor started for nord: 684
2025-07-10 05:07:17.119665081  [2025-07-10 07:07:17] frigate.app                    INFO    : Camera processor started for ouest: 703
2025-07-10 05:07:17.122184071  [2025-07-10 07:07:17] frigate.app                    INFO    : Camera processor started for est: 726
2025-07-10 05:07:17.123412172  [2025-07-10 07:07:17] frigate.app                    INFO    : Camera processor started for sud: 756
2025-07-10 05:07:17.179086369  [2025-07-10 07:07:17] frigate.app                    INFO    : Capture process started for nord: 769
2025-07-10 05:07:17.300842885  [2025-07-10 07:07:17] frigate.app                    INFO    : Capture process started for ouest: 803
2025-07-10 05:07:17.311157300  [2025-07-10 07:07:17] frigate.app                    INFO    : Capture process started for est: 817
2025-07-10 05:07:17.361930191  [2025-07-10 07:07:17] frigate.app                    INFO    : Capture process started for sud: 835
2025-07-10 05:07:17.709645512  [2025-07-10 07:07:17] frigate.api.fastapi_app        INFO    : Starting FastAPI app
2025-07-10 05:07:17.845791762  [2025-07-10 07:07:17] frigate.api.fastapi_app        INFO    : FastAPI started
2025-07-10 05:07:22.196951350  Fatal Python error: Segmentation fault
2025-07-10 05:07:22.196955828  
2025-07-10 05:07:22.196957534  Current thread 0x00007f592b313040 (most recent call first):
2025-07-10 05:07:22.196981016    File "/usr/local/lib/python3.11/dist-packages/onnxruntime/capi/onnxruntime_inference_collection.py", line 537 in _create_inference_session
2025-07-10 05:07:22.196983344    File "/usr/local/lib/python3.11/dist-packages/onnxruntime/capi/onnxruntime_inference_collection.py", line 473 in __init__
2025-07-10 05:07:22.196985529    File "/opt/frigate/frigate/detectors/plugins/onnx.py", line 53 in __init__
2025-07-10 05:07:22.196994138    File "/opt/frigate/frigate/detectors/__init__.py", line 18 in create_detector
2025-07-10 05:07:22.196995910    File "/opt/frigate/frigate/object_detection/base.py", line 57 in __init__
2025-07-10 05:07:22.197011596    File "/opt/frigate/frigate/object_detection/base.py", line 112 in run_detector
2025-07-10 05:07:22.197013341    File "/usr/lib/python3.11/multiprocessing/process.py", line 108 in run
2025-07-10 05:07:22.197021825    File "/opt/frigate/frigate/util/process.py", line 41 in run_wrapper
2025-07-10 05:07:22.197023530    File "/usr/lib/python3.11/multiprocessing/process.py", line 314 in _bootstrap
2025-07-10 05:07:22.197031026    File "/usr/lib/python3.11/multiprocessing/popen_fork.py", line 71 in _launch
2025-07-10 05:07:22.197038320    File "/usr/lib/python3.11/multiprocessing/popen_fork.py", line 19 in __init__
2025-07-10 05:07:22.197053108    File "/usr/lib/python3.11/multiprocessing/context.py", line 281 in _Popen
2025-07-10 05:07:22.197061651    File "/usr/lib/python3.11/multiprocessing/context.py", line 224 in _Popen
2025-07-10 05:07:22.197069098    File "/usr/lib/python3.11/multiprocessing/process.py", line 121 in start
2025-07-10 05:07:22.197077013    File "/opt/frigate/frigate/util/process.py", line 30 in start
2025-07-10 05:07:22.197084786    File "/opt/frigate/frigate/object_detection/base.py", line 195 in start_or_restart
2025-07-10 05:07:22.197092048    File "/opt/frigate/frigate/object_detection/base.py", line 163 in __init__
2025-07-10 05:07:22.197099175    File "/opt/frigate/frigate/app.py", line 389 in start_detectors
2025-07-10 05:07:22.197106172    File "/opt/frigate/frigate/app.py", line 643 in start
2025-07-10 05:07:22.197113413    File "/opt/frigate/frigate/__main__.py", line 104 in main
2025-07-10 05:07:22.197123109    File "/opt/frigate/frigate/__main__.py", line 108 in <module>
2025-07-10 05:07:22.197130083    File "<frozen runpy>", line 88 in _run_code
2025-07-10 05:07:22.197137730    File "<frozen runpy>", line 198 in _run_module_as_main

Install method

Docker Compose

Object Detector

Other

Screenshots of the Frigate UI's System metrics pages

not available

Any other information that may be helpful

No response

[NickM-27]

You need to set the GFX env variable like it shows in the docs. What hardware is this?

[DrMacabre]

Might have missed something reading the docs, it's an RX580

you mean HSA_OVERRIDE_GFX_VERSION ? cause i tried 9.0.0 and it does the same. it comes out as a 803 when using /opt/rocm/bin/rocminfo

the docs says "If your GPU is not automatically detected, you may need to set HSA_OVERRIDE_GFX_VERSION manually, such as:" since it is detected, i thought it wasn't needed.