[HW Accel Support]: with Beelink SER5

[Scowdrey44]

Describe the problem you are having

I am running a Beelink Mini PC, AMD Ryzen 5 5500U(6C/12T, Up to 4.0GHz), 16GB DDR4 RAM 500GB, and am looking at getting GPU to work. I have looked for several days and I think I need to update my Frigate image to one including -rocm. However, absolutely none of this is intuitive to me, and being completely green, I don't know where to begin. What I would like to avoid is starting completely from scratch. I read somewhere that I "simply have to update docker compose" and the frigate version will change, but I can find no clear instruction as to how. There are references to Ubuntu, but not Debian, which is odd since Debian is mentioned as the preferred OS. It looks like many instructions are written by someone so close to the process that they forget that many of us don't know the simple details that are omitted. I am running Debian 13.2(Trixie). The goal is to verify that my hardware will support Frigate+, get GPU detection working, then subscribe and download a model and tweak from there. Undoubtedly, I have several things incorrect in my setup, because for some reason one camera will detect and record people and cats reliably and the other will only detect and record people fairly reliably despite both being configured identically in Frigate config (to my ignorant eyes). I will get there, but I need direction (and patience).

Version

0.16.2-4d58206

Frigate config file

mqtt:
  host: x.x.x.x
  port: 1883
  topic_prefix: frigate
  client_id: frigate
  user: mqtt
  password: password
  stats_interval: 60
  enabled: true

detectors:
  cpu1:
    type: cpu
    num_threads: 3
  cpu2:
    type: cpu
    num_threads: 3


cameras:
  E1NE:  # <------ Name the camera
    enabled: true
    ffmpeg:
      hwaccel_args: "auto"
      inputs:
        - path: rtsp://NVR:Frigate1@x.x.x.x:554/Preview_01_sub # <----- The stream you want to use for detection
          roles:
            - detect
            - record
    detect:
      enabled: true # <---- disable detection until you have a working camera feed
      width: 1280
      height: 720
    objects:
      track:
        - person
        - cat
    record:
      enabled: true

  Johnny5:  # <------ Name the camera
    enabled: true
    ffmpeg:
      hwaccel_args: "auto"
      inputs:
        - path: rtsp://admin:name@x.x.x.x:554/Preview_01_sub # <----- The stream you want to use for detection
          roles:
            - detect
            - record
    detect:
      enabled: true # <---- disable detection until you have a working camera feed
      width: 1536
      height: 432
    objects:
      track:
        - person
        - cat
        - dog
    record:
      enabled: true

    motion:
      mask: 0.37,0.013,0.608,0.005,0.608,0.082,0.371,0.085
      threshold: 37
      contour_area: 20
      improve_contrast: true
version: 0.16-0

docker-compose file or Docker CLI command

GNU nano 8.4                                       docker-compose.yml
services:
  frigate:
    container_name: frigate
    restart: unless-stopped
    stop_grace_period: 30s
    image: ghcr.io/blakeblackshear/frigate:stable
    shm_size: "106mb"
    volumes:
      - ./config:/config
      - ./storage:/media/frigate
      - type: tmpfs # Optional: 1GB of memory, reduces SSD/SD Card wear
        target: /tmp/cache
        tmpfs:
          size: 1000000000
    ports:
      - "8971:8971"
      - "8554:8554" # RTSP feeds
      - "5000:5000"
      - "1984:1984"
    environment:
      PLUS_API_KEY: key_here

Relevant Frigate log output

2026-02-08 08:00:10.623991917  [2026-02-08 08:00:10] frigate.video                  ERROR   : E1NE: ffmpeg process is not running. exiting capture thread...
2026-02-08 08:00:10.624142641  [2026-02-08 08:00:10] frigate.video                  ERROR   : Johnny5: Unable to read frames from ffmpeg process.
2026-02-08 08:00:10.624311541  [2026-02-08 08:00:10] frigate.video                  ERROR   : Johnny5: ffmpeg process is not running. exiting capture thread...
2026-02-08 08:00:20.612431718  [2026-02-08 08:00:20] watchdog.E1NE                  ERROR   : Ffmpeg process crashed unexpectedly for E1NE.
2026-02-08 08:00:20.612943486  [2026-02-08 08:00:20] watchdog.E1NE                  ERROR   : The following ffmpeg logs include the last 100 lines prior to exit.
2026-02-08 08:00:20.613183845  [2026-02-08 08:00:20] watchdog.Johnny5               ERROR   : Ffmpeg process crashed unexpectedly for Johnny5.
2026-02-08 08:00:20.613395047  [2026-02-08 08:00:20] ffmpeg.E1NE.detect             ERROR   : [tcp @ 0x558f262a34c0] Connection to tcp://192.168.1.244:554?timeout=10000000 failed: Connection refused
2026-02-08 08:00:20.613686756  [2026-02-08 08:00:20] watchdog.Johnny5               ERROR   : The following ffmpeg logs include the last 100 lines prior to exit.
2026-02-08 08:00:20.613790880  [2026-02-08 08:00:20] ffmpeg.E1NE.detect             ERROR   : [in#0 @ 0x558f262a2080] Error opening input: Connection refused
2026-02-08 08:00:20.613878430  [2026-02-08 08:00:20] ffmpeg.E1NE.detect             ERROR   : Error opening input file rtsp://*:*@x.x.x.x:554/Preview_01_sub.
2026-02-08 08:00:20.613964478  [2026-02-08 08:00:20] ffmpeg.Johnny5.detect          ERROR   : [tcp @ 0x55cfc7b554c0] Connection to tcp://x.x.x.x:554?timeout=10000000 failed: Connection refused
2026-02-08 08:00:20.614040096  [2026-02-08 08:00:20] ffmpeg.E1NE.detect             ERROR   : Error opening input files: Connection refused
2026-02-08 08:00:20.614113459  [2026-02-08 08:00:20] ffmpeg.Johnny5.detect          ERROR   : [in#0 @ 0x55cfc7b54080] Error opening input: Connection refused
2026-02-08 08:00:20.614197152  [2026-02-08 08:00:20] watchdog.E1NE                  INFO    : Restarting ffmpeg...
2026-02-08 08:00:20.614289372  [2026-02-08 08:00:20] ffmpeg.Johnny5.detect          ERROR   : Error opening input file rtsp://*:*@x.x.x.x:554/Preview_01_sub.
2026-02-08 08:00:20.614382624  [2026-02-08 08:00:20] ffmpeg.Johnny5.detect          ERROR   : Error opening input files: Connection refused
2026-02-08 08:00:20.614473772  [2026-02-08 08:00:20] watchdog.Johnny5               INFO    : Restarting ffmpeg...
2026-02-08 08:00:23.701528447  [2026-02-08 08:00:23] frigate.video                  ERROR   : E1NE: Unable to read frames from ffmpeg process.
2026-02-08 08:00:23.701762864  [2026-02-08 08:00:23] frigate.video                  ERROR   : E1NE: ffmpeg process is not running. exiting capture thread...
2026-02-08 08:00:30.616722682  [2026-02-08 08:00:30] watchdog.E1NE                  ERROR   : Ffmpeg process crashed unexpectedly for E1NE.
2026-02-08 08:00:30.617075961  [2026-02-08 08:00:30] watchdog.E1NE                  ERROR   : The following ffmpeg logs include the last 100 lines prior to exit.
2026-02-08 08:00:30.617268296  [2026-02-08 08:00:30] ffmpeg.E1NE.detect             ERROR   : [tcp @ 0x55caf08644c0] Connection to tcp://x.x.x.x:554?timeout=10000000 failed: No route to host
2026-02-08 08:00:30.617411876  [2026-02-08 08:00:30] ffmpeg.E1NE.detect             ERROR   : [in#0 @ 0x55caf0863080] Error opening input: No route to host
2026-02-08 08:00:30.617505799  [2026-02-08 08:00:30] ffmpeg.E1NE.detect             ERROR   : Error opening input file rtsp://*:*@x.x.x.x:554/Preview_01_sub.
2026-02-08 08:00:30.617599372  [2026-02-08 08:00:30] ffmpeg.E1NE.detect             ERROR   : Error opening input files: No route to host
2026-02-08 08:00:30.617688125  [2026-02-08 08:00:30] watchdog.E1NE                  INFO    : Restarting ffmpeg...
2026-02-08 08:00:30.666532984  [2026-02-08 08:00:30] frigate.video                  ERROR   : Johnny5: Unable to read frames from ffmpeg process.
2026-02-08 08:00:30.666771399  [2026-02-08 08:00:30] frigate.video                  ERROR   : Johnny5: ffmpeg process is not running. exiting capture thread...
2026-02-08 08:00:33.684966794  [2026-02-08 08:00:33] frigate.video                  ERROR   : E1NE: Unable to read frames from ffmpeg process.
2026-02-08 08:00:33.685370181  [2026-02-08 08:00:33] frigate.video                  ERROR   : E1NE: ffmpeg process is not running. exiting capture thread...
2026-02-08 08:00:40.617250474  [2026-02-08 08:00:40] watchdog.Johnny5               ERROR   : Ffmpeg process crashed unexpectedly for Johnny5.
2026-02-08 08:00:40.617527905  [2026-02-08 08:00:40] watchdog.Johnny5               ERROR   : The following ffmpeg logs include the last 100 lines prior to exit.
2026-02-08 08:00:40.617786089  [2026-02-08 08:00:40] ffmpeg.Johnny5.detect          ERROR   : [tcp @ 0x5602973e34c0] Connection to tcp://x.x.x.x:554?timeout=10000000 failed: Connection timed out
2026-02-08 08:00:40.617920191  [2026-02-08 08:00:40] ffmpeg.Johnny5.detect          ERROR   : [in#0 @ 0x5602973e2080] Error opening input: Connection timed out
2026-02-08 08:00:40.618108688  [2026-02-08 08:00:40] ffmpeg.Johnny5.detect          ERROR   : Error opening input file rtsp://*:*@x.x.x.x:554/Preview_01_sub.
2026-02-08 08:00:40.618224775  [2026-02-08 08:00:40] ffmpeg.Johnny5.detect          ERROR   : Error opening input files: Connection timed out
2026-02-08 08:00:40.618334799  [2026-02-08 08:00:40] watchdog.Johnny5               INFO    : Restarting ffmpeg...
2026-02-08 08:00:40.619478631  [2026-02-08 08:00:40] watchdog.E1NE                  ERROR   : Ffmpeg process crashed unexpectedly for E1NE.
2026-02-08 08:00:40.619666637  [2026-02-08 08:00:40] watchdog.E1NE                  ERROR   : The following ffmpeg logs include the last 100 lines prior to exit.
2026-02-08 08:00:40.619849835  [2026-02-08 08:00:40] ffmpeg.E1NE.detect             ERROR   : [tcp @ 0x55dacdfdc4c0] Connection to tcp://x.x.x.x:554?timeout=10000000 failed: No route to host
2026-02-08 08:00:40.620068151  [2026-02-08 08:00:40] ffmpeg.E1NE.detect             ERROR   : [in#0 @ 0x55dacdfdb080] Error opening input: No route to host
2026-02-08 08:00:40.620269704  [2026-02-08 08:00:40] ffmpeg.E1NE.detect             ERROR   : Error opening input file rtsp://*:*@x.x.x.x:554/Preview_01_sub.
2026-02-08 08:00:40.620429155  [2026-02-08 08:00:40] ffmpeg.E1NE.detect             ERROR   : Error opening input files: No route to host
2026-02-08 08:00:40.620556784  [2026-02-08 08:00:40] watchdog.E1NE                  INFO    : Restarting ffmpeg...
2026-02-08 08:00:43.701131347  [2026-02-08 08:00:43] frigate.video                  ERROR   : Johnny5: Unable to read frames from ffmpeg process.
2026-02-08 08:00:43.701497301  [2026-02-08 08:00:43] frigate.video                  ERROR   : E1NE: Unable to read frames from ffmpeg process.
2026-02-08 08:00:43.701834399  [2026-02-08 08:00:43] frigate.video                  ERROR   : Johnny5: ffmpeg process is not running. exiting capture thread...
2026-02-08 08:00:43.701921418  [2026-02-08 08:00:43] frigate.video                  ERROR   : E1NE: ffmpeg process is not running. exiting capture thread...
2026-02-08 08:00:50.621633500  [2026-02-08 08:00:50] watchdog.Johnny5               ERROR   : Ffmpeg process crashed unexpectedly for Johnny5.
2026-02-08 08:00:50.622031105  [2026-02-08 08:00:50] watchdog.Johnny5               ERROR   : The following ffmpeg logs include the last 100 lines prior to exit.
2026-02-08 08:00:50.622299929  [2026-02-08 08:00:50] ffmpeg.Johnny5.detect          ERROR   : [tcp @ 0x55639dd534c0] Connection to tcp://x.x.x.x:554?timeout=10000000 failed: No route to host
2026-02-08 08:00:50.622556159  [2026-02-08 08:00:50] ffmpeg.Johnny5.detect          ERROR   : [in#0 @ 0x55639dd52080] Error opening input: No route to host
2026-02-08 08:00:50.622791088  [2026-02-08 08:00:50] ffmpeg.Johnny5.detect          ERROR   : Error opening input file rtsp://*:*@x.x.x.x:554/Preview_01_sub.
2026-02-08 08:00:50.622957983  [2026-02-08 08:00:50] ffmpeg.Johnny5.detect          ERROR   : Error opening input files: No route to host
2026-02-08 08:00:50.623091554  [2026-02-08 08:00:50] watchdog.Johnny5               INFO    : Restarting ffmpeg...
2026-02-08 08:00:50.623214333  [2026-02-08 08:00:50] watchdog.E1NE                  ERROR   : Ffmpeg process crashed unexpectedly for E1NE.
2026-02-08 08:00:50.623333195  [2026-02-08 08:00:50] watchdog.E1NE                  ERROR   : The following ffmpeg logs include the last 100 lines prior to exit.
2026-02-08 08:00:50.623451907  [2026-02-08 08:00:50] ffmpeg.E1NE.detect             ERROR   : [tcp @ 0x5603d95214c0] Connection to tcp://x.x.x.x:554?timeout=10000000 failed: No route to host
2026-02-08 08:00:50.623622499  [2026-02-08 08:00:50] ffmpeg.E1NE.detect             ERROR   : [in#0 @ 0x5603d9520080] Error opening input: No route to host
2026-02-08 08:00:50.623788653  [2026-02-08 08:00:50] ffmpeg.E1NE.detect             ERROR   : Error opening input file rtsp://*:*@x.x.x.x:554/Preview_01_sub.
2026-02-08 08:00:50.623937885  [2026-02-08 08:00:50] ffmpeg.E1NE.detect             ERROR   : Error opening input files: No route to host
2026-02-08 08:00:50.624067517  [2026-02-08 08:00:50] watchdog.E1NE                  INFO    : Restarting ffmpeg...
2026-02-08 08:00:50.703622281  [2026-02-08 08:00:50] frigate.video                  ERROR   : E1NE: Unable to read frames from ffmpeg process.
2026-02-08 08:00:50.703933298  [2026-02-08 08:00:50] frigate.video                  ERROR   : E1NE: ffmpeg process is not running. exiting capture thread...
2026-02-08 08:00:50.785675418  [2026-02-08 08:00:50] frigate.video                  ERROR   : Johnny5: Unable to read frames from ffmpeg process.
2026-02-08 08:00:50.785998749  [2026-02-08 08:00:50] frigate.video                  ERROR   : Johnny5: ffmpeg process is not running. exiting capture thread...
2026-02-08 08:01:00.626411362  [2026-02-08 08:01:00] watchdog.Johnny5               ERROR   : Ffmpeg process crashed unexpectedly for Johnny5.
2026-02-08 08:01:00.626843605  [2026-02-08 08:01:00] watchdog.E1NE                  ERROR   : Ffmpeg process crashed unexpectedly for E1NE.
2026-02-08 08:01:00.627314824  [2026-02-08 08:01:00] watchdog.Johnny5               ERROR   : The following ffmpeg logs include the last 100 lines prior to exit.
2026-02-08 08:01:00.627547759  [2026-02-08 08:01:00] watchdog.E1NE                  ERROR   : The following ffmpeg logs include the last 100 lines prior to exit.
2026-02-08 08:01:00.627723171  [2026-02-08 08:01:00] ffmpeg.Johnny5.detect          ERROR   : [rtsp @ 0x563508d1e3c0] method DESCRIBE failed: 404 Stream Not Found
2026-02-08 08:01:00.627888503  [2026-02-08 08:01:00] ffmpeg.Johnny5.detect          ERROR   : [in#0 @ 0x563508d1e080] Error opening input: Server returned 404 Not Found
2026-02-08 08:01:00.628019278  [2026-02-08 08:01:00] ffmpeg.E1NE.detect             ERROR   : [rtsp @ 0x56221e6183c0] method DESCRIBE failed: 404 Stream Not Found
2026-02-08 08:01:00.628115927  [2026-02-08 08:01:00] ffmpeg.Johnny5.detect          ERROR   : Error opening input file rtsp://*:*@x.x.x.x:554/Preview_01_sub.
2026-02-08 08:01:00.628216523  [2026-02-08 08:01:00] ffmpeg.E1NE.detect             ERROR   : [in#0 @ 0x56221e618080] Error opening input: Server returned 404 Not Found
2026-02-08 08:01:00.628323532  [2026-02-08 08:01:00] ffmpeg.Johnny5.detect          ERROR   : Error opening input files: Server returned 404 Not Found
2026-02-08 08:01:00.628499395  [2026-02-08 08:01:00] ffmpeg.E1NE.detect             ERROR   : Error opening input file rtsp://*:*@x.x.x.x:554/Preview_01_sub.
2026-02-08 08:01:00.628679436  [2026-02-08 08:01:00] watchdog.Johnny5               INFO    : Restarting ffmpeg...
2026-02-08 08:01:00.628851582  [2026-02-08 08:01:00] ffmpeg.E1NE.detect             ERROR   : Error opening input files: Server returned 404 Not Found
2026-02-08 08:01:00.629045871  [2026-02-08 08:01:00] watchdog.E1NE                  INFO    : Restarting ffmpeg...
2026-02-08 08:01:00.697057186  [2026-02-08 08:01:00] frigate.video                  ERROR   : E1NE: Unable to read frames from ffmpeg process.
2026-02-08 08:01:00.697341671  [2026-02-08 08:01:00] frigate.video                  ERROR   : E1NE: ffmpeg process is not running. exiting capture thread...
2026-02-08 08:01:00.699400317  [2026-02-08 08:01:00] frigate.video                  ERROR   : Johnny5: Unable to read frames from ffmpeg process.
2026-02-08 08:01:00.699543617  [2026-02-08 08:01:00] frigate.video                  ERROR   : Johnny5: ffmpeg process is not running. exiting capture thread...
2026-02-08 08:01:10.630778646  [2026-02-08 08:01:10] watchdog.Johnny5               ERROR   : Ffmpeg process crashed unexpectedly for Johnny5.
2026-02-08 08:01:10.631261478  [2026-02-08 08:01:10] watchdog.E1NE                  ERROR   : Ffmpeg process crashed unexpectedly for E1NE.
2026-02-08 08:01:10.631632522  [2026-02-08 08:01:10] watchdog.Johnny5               ERROR   : The following ffmpeg logs include the last 100 lines prior to exit.
2026-02-08 08:01:10.631793135  [2026-02-08 08:01:10] watchdog.E1NE                  ERROR   : The following ffmpeg logs include the last 100 lines prior to exit.
2026-02-08 08:01:10.631977825  [2026-02-08 08:01:10] ffmpeg.Johnny5.detect          ERROR   : [rtsp @ 0x556c390543c0] method DESCRIBE failed: 404 Stream Not Found
2026-02-08 08:01:10.632127828  [2026-02-08 08:01:10] ffmpeg.E1NE.detect             ERROR   : [rtsp @ 0x55bd477db3c0] method DESCRIBE failed: 404 Stream Not Found
2026-02-08 08:01:10.632253994  [2026-02-08 08:01:10] ffmpeg.E1NE.detect             ERROR   : [in#0 @ 0x55bd477db080] Error opening input: Server returned 404 Not Found
2026-02-08 08:01:10.632380360  [2026-02-08 08:01:10] ffmpeg.Johnny5.detect          ERROR   : [in#0 @ 0x556c39054080] Error opening input: Server returned 404 Not Found
2026-02-08 08:01:10.632553408  [2026-02-08 08:01:10] ffmpeg.E1NE.detect             ERROR   : Error opening input file rtsp://*:*@x.x.x.x:554/Preview_01_sub.
2026-02-08 08:01:10.632702509  [2026-02-08 08:01:10] ffmpeg.Johnny5.detect          ERROR   : Error opening input file rtsp://*:*@x.x.x.x:554/Preview_01_sub.
2026-02-08 08:01:10.632840568  [2026-02-08 08:01:10] ffmpeg.E1NE.detect             ERROR   : Error opening input files: Server returned 404 Not Found
2026-02-08 08:01:10.633035799  [2026-02-08 08:01:10] ffmpeg.Johnny5.detect          ERROR   : Error opening input files: Server returned 404 Not Found
2026-02-08 08:01:10.633147897  [2026-02-08 08:01:10] watchdog.E1NE                  INFO    : Restarting ffmpeg...
2026-02-08 08:01:10.633237252  [2026-02-08 08:01:10] watchdog.Johnny5               INFO    : Restarting ffmpeg...
2026-02-08 09:50:40.720269315  [2026-02-08 09:50:40] frigate.api.media              ERROR   : No recordings found for Johnny5 during the requested time range
2026-02-08 09:50:40.720269315  [LOGGING] Last message repeated 3 times

Relevant go2rtc log output

2026-02-06 10:34:00.535337518  [INFO] Preparing new go2rtc config...
2026-02-06 10:34:00.882616755  [INFO] Starting go2rtc...
2026-02-06 10:34:00.954408604  10:34:00.954 INF go2rtc platform=linux/amd64 revision=fa580c5 version=1.9.9
2026-02-06 10:34:00.954412091  10:34:00.954 INF config path=/dev/shm/go2rtc.yaml
2026-02-06 10:34:00.954733870  10:34:00.954 INF [rtsp] listen addr=:8554
2026-02-06 10:34:00.955004681  10:34:00.954 INF [api] listen addr=:1984
2026-02-06 10:34:00.955424389  10:34:00.955 INF [webrtc] listen addr=:8555
2026-02-06 10:34:10.194828484  [INFO] Starting go2rtc healthcheck service...

FFprobe output from your camera

?

Install method

Docker Compose

Object Detector

CPU (no coral)

Network connection

Wired

Camera make and model

Reolink Duo 3, Reolink E1 outdoor Pro

Screenshots of the Frigate UI's System metrics pages

Any other information that may be helpful

No response

[inkeep-ai-assistant[bot]]

I can see your main issue is camera connectivity ("Connection refused", "No route to host", "404 Stream Not Found"), not hardware acceleration. Let's address both:

Camera Connection Issues (Primary Problem)

Your ffmpeg logs show network connectivity problems with your cameras, not GPU issues. The errors indicate:

• Connection refused/timed out
• No route to host
• Stream not found (404)

First, verify your camera streams are accessible and the RTSP paths are correct for your Reolink models.

AMD GPU Hardware Acceleration Setup

For your AMD Ryzen 5 5500U with integrated graphics, you need to use the ROCm-enabled Frigate image.(1)

Step 1: Update Docker Compose

Change your docker-compose.yml image line from:

image: ghcr.io/blakeblackshear/frigate:stable

to:

image: ghcr.io/blakeblackshear/frigate:stable-rocm

(2)

Step 2: Add Device Access

Add these lines to your docker-compose.yml under the frigate service:

devices:
  - /dev/dri
  - /dev/kfd

(1)

Step 3: Update Frigate Config

In your config.yml, change the ffmpeg section to:

ffmpeg:
  hwaccel_args: preset-vaapi

(3)

However, note that AMD ROCm support is primarily for object detection via ONNX, not video decoding. For video decoding on AMD integrated GPUs, VAAPI is the correct approach (which you already have configured).(1)

Step 4: Install AMD Drivers on Host

On your Debian host, you need to install the mesa VAAPI drivers:

sudo apt install mesa-va-drivers vainfo

Then verify with:

vainfo
ls /dev/dri

(3)

Step 5: Environment Variable (if needed)

You may need to add this environment variable to your docker-compose.yml:

environment:
  LIBVA_DRIVER_NAME: "radeonsi"

(3)

Complete Updated docker-compose.yml

services:
  frigate:
    container_name: frigate
    restart: unless-stopped
    stop_grace_period: 30s
    image: ghcr.io/blakeblackshear/frigate:stable-rocm
    shm_size: "106mb"
    devices:
      - /dev/dri
      - /dev/kfd
    volumes:
      - ./config:/config
      - ./storage:/media/frigate
      - type: tmpfs
        target: /tmp/cache
        tmpfs:
          size: 1000000000
    ports:
      - "8971:8971"
      - "8554:8554"
      - "5000:5000"
      - "1984:1984"
    environment:
      PLUS_API_KEY: key_here
      LIBVA_DRIVER_NAME: "radeonsi"

(1)(3)(2)

Next Steps

1. Fix camera connectivity first - verify RTSP paths work with VLC or ffmpeg directly
2. Install mesa-va-drivers on your Debian host
3. Update docker-compose.yml as shown above
4. Run docker compose pull to download the new image
5. Run docker compose up -d to restart with the new configuration

Once cameras are connecting properly and hardware acceleration is working, you can proceed with Frigate+ model setup.

📚 Sources:

1. Supported Hardware
2. Installation
3. Video Decoding

---

Have another question? Just tag @inkeep.

[Scowdrey44]

After all that, I get 502 Bad Gateway.

[Scowdrey44]

Brilliant

[Scowdrey44]

I reverted to the docker compose file I started with, then reverted to frigate config I started with, and now I have my connectivity back, but obviously no GPU detection. Back to square one.

[Scowdrey44]

Current Frigate logs:

2026-02-10 15:40:12.465618513 [INFO] Preparing Frigate...
2026-02-10 15:40:12.809197746 [INFO] Starting Frigate...
2026-02-10 15:40:14.700301898 [2026-02-10 15:40:14] frigate.util.config INFO : Checking if frigate config needs migration...
2026-02-10 15:40:14.717635695 [2026-02-10 15:40:14] frigate.util.config INFO : frigate config does not need migration...
2026-02-10 15:40:14.764720699 [2026-02-10 15:40:14] frigate.util.services WARNING : Did not detect hwaccel, using a GPU for accelerated video decoding is highly recommended
2026-02-10 15:40:14.788151174 [2026-02-10 15:40:14] frigate.app INFO : Starting Frigate (0.16.2-4d58206)
2026-02-10 15:40:14.795980793 [2026-02-10 15:40:14] peewee_migrate.logs INFO : Starting migrations
2026-02-10 15:40:14.797512023 [2026-02-10 15:40:14] peewee_migrate.logs INFO : There is nothing to migrate
2026-02-10 15:40:14.813961896 [2026-02-10 15:40:14] frigate.app INFO : Recording process started: 439
2026-02-10 15:40:14.814436667 [2026-02-10 15:40:14] frigate.app INFO : Review process started: 451
2026-02-10 15:40:14.816616125 [2026-02-10 15:40:14] frigate.app INFO : go2rtc process pid: 120
2026-02-10 15:40:14.836153567 [2026-02-10 15:40:14] detector.cpu1 INFO : Starting detection process: 464
2026-02-10 15:40:14.839767197 [2026-02-10 15:40:14] frigate.detectors WARNING : CPU detectors are not recommended and should only be used for testing or for trial purposes.
2026-02-10 15:40:14.841398522 [2026-02-10 15:40:14] detector.cpu2 INFO : Starting detection process: 467
2026-02-10 15:40:14.841786084 [2026-02-10 15:40:14] frigate.detectors WARNING : CPU detectors are not recommended and should only be used for testing or for trial purposes.
2026-02-10 15:40:14.845974510 INFO: Created TensorFlow Lite XNNPACK delegate for CPU.
2026-02-10 15:40:14.845974510 [LOGGING] Last message repeated 1 times
2026-02-10 15:40:14.960958616 [2026-02-10 15:40:14] frigate.app INFO : Output process started: 488
2026-02-10 15:40:14.984822251 [2026-02-10 15:40:14] frigate.app INFO : Camera processor started for E1NE: 525
2026-02-10 15:40:14.995569210 [2026-02-10 15:40:14] frigate.app INFO : Camera processor started for Johnny5: 532
2026-02-10 15:40:15.006426803 [2026-02-10 15:40:15] frigate.app INFO : Capture process started for E1NE: 553
2026-02-10 15:40:15.017475227 [2026-02-10 15:40:15] frigate.app INFO : Capture process started for Johnny5: 563
2026-02-10 15:40:15.270756825 [2026-02-10 15:40:15] frigate.api.fastapi_app INFO : Starting FastAPI app
2026-02-10 15:40:15.352364792 [2026-02-10 15:40:15] frigate.api.fastapi_app INFO : FastAPI started

[Scowdrey44]

Current Go2rtc logs:

Type
Timestamp
Tag
Message

info
2026-02-10 15:40:12
startup
Preparing new go2rtc config...
info
2026-02-10 15:40:13
startup
Starting go2rtc...
info
2026-02-10 15:40:13
startup
go2rtc platform=linux/amd64 revision=fa580c5 version=1.9.9
info
2026-02-10 15:40:13
startup
config path=/dev/shm/go2rtc.yaml
info
2026-02-10 15:40:13
rtsp
listen addr=:8554
info
2026-02-10 15:40:13
api
listen addr=:1984
info
2026-02-10 15:40:13
webrtc
listen addr=:8555
info
2026-02-10 15:40:22
startup
Starting go2rtc healthcheck service...

[Scowdrey44]

Performed Step 1 as above and still have use of cameras, and access through home assistant as normal.

[Scowdrey44]

There are communication issues present in the logs again, but I suspect this is because I performed a reboot of the server from the command line. (?)

[Scowdrey44]

As soon as I add either - /dev/kfd under devices, or anything other than cpu under detectors, it breaks.

[NickM-27]

what are the logs?

[Scowdrey44]

When I run docker exec -it frigate /opt/rocm/bin/rocminfo, I get this:

ROCk module is loaded

HSA System Attributes

Runtime Version: 1.14
Runtime Ext Version: 1.6
System Timestamp Freq.: 1000.000000MHz
Sig. Max Wait Duration: 18446744073709551615 (0xFFFFFFFFFFFFFFFF) (timestamp count)
Machine Model: LARGE
System Endianness: LITTLE
Mwaitx: DISABLED
DMAbuf Support: YES

==========
HSA Agents

---

Agent 1

---

Name: AMD Ryzen 5 5500U with Radeon Graphics
Uuid: CPU-XX
Marketing Name: AMD Ryzen 5 5500U with Radeon Graphics
Vendor Name: CPU
Feature: None specified
Profile: FULL_PROFILE
Float Round Mode: NEAR
Max Queue Number: 0(0x0)
Queue Min Size: 0(0x0)
Queue Max Size: 0(0x0)
Queue Type: MULTI
Node: 0
Device Type: CPU
Cache Info:
L1: 32768(0x8000) KB
Chip ID: 0(0x0)
ASIC Revision: 0(0x0)
Cacheline Size: 64(0x40)
Max Clock Freq. (MHz): 4056
BDFID: 0
Internal Node ID: 0
Compute Unit: 12
SIMDs per CU: 0
Shader Engines: 0
Shader Arrs. per Eng.: 0
WatchPts on Addr. Ranges:1
Memory Properties:
Features: None
Pool Info:
Pool 1
Segment: GLOBAL; FLAGS: FINE GRAINED
Size: 12153336(0xb971f8) KB
Allocatable: TRUE
Alloc Granule: 4KB
Alloc Recommended Granule:4KB
Alloc Alignment: 4KB
Accessible by all: TRUE
Pool 2
Segment: GLOBAL; FLAGS: EXTENDED FINE GRAINED
Size: 12153336(0xb971f8) KB
Allocatable: TRUE
Alloc Granule: 4KB
Alloc Recommended Granule:4KB
Alloc Alignment: 4KB
Accessible by all: TRUE
Pool 3
Segment: GLOBAL; FLAGS: KERNARG, FINE GRAINED
Size: 12153336(0xb971f8) KB
Allocatable: TRUE
Alloc Granule: 4KB
Alloc Recommended Granule:4KB
Alloc Alignment: 4KB
Accessible by all: TRUE
Pool 4
Segment: GLOBAL; FLAGS: COARSE GRAINED
Size: 12153336(0xb971f8) KB
Allocatable: TRUE
Alloc Granule: 4KB
Alloc Recommended Granule:4KB
Alloc Alignment: 4KB
Accessible by all: TRUE
ISA Info:

---

Agent 2

---

Name: gfx90c
Uuid: GPU-XX
Marketing Name: AMD Radeon Graphics
Vendor Name: AMD
Feature: KERNEL_DISPATCH
Profile: BASE_PROFILE
Float Round Mode: NEAR
Max Queue Number: 128(0x80)
Queue Min Size: 64(0x40)
Queue Max Size: 131072(0x20000)
Queue Type: MULTI
Node: 1
Device Type: GPU
Cache Info:
L1: 16(0x10) KB
L2: 1024(0x400) KB
Chip ID: 5708(0x164c)
ASIC Revision: 0(0x0)
Cacheline Size: 64(0x40)
Max Clock Freq. (MHz): 1800
BDFID: 1024
Internal Node ID: 1
Compute Unit: 7
SIMDs per CU: 4
Shader Engines: 1
Shader Arrs. per Eng.: 1
WatchPts on Addr. Ranges:4
Coherent Host Access: FALSE
Memory Properties: APU
Features: KERNEL_DISPATCH
Fast F16 Operation: TRUE
Wavefront Size: 64(0x40)
Workgroup Max Size: 1024(0x400)
Workgroup Max Size per Dimension:
x 1024(0x400)
y 1024(0x400)
z 1024(0x400)
Max Waves Per CU: 40(0x28)
Max Work-item Per CU: 2560(0xa00)
Grid Max Size: 4294967295(0xffffffff)
Grid Max Size per Dimension:
x 4294967295(0xffffffff)
y 4294967295(0xffffffff)
z 4294967295(0xffffffff)
Max fbarriers/Workgrp: 32
Packet Processor uCode:: 472
SDMA engine uCode:: 40
IOMMU Support:: None
Pool Info:
Pool 1
Segment: GLOBAL; FLAGS: COARSE GRAINED
Size: 6076668(0x5cb8fc) KB
Allocatable: TRUE
Alloc Granule: 4KB
Alloc Recommended Granule:2048KB
Alloc Alignment: 4KB
Accessible by all: FALSE
Pool 2
Segment: GLOBAL; FLAGS: EXTENDED FINE GRAINED
Size: 6076668(0x5cb8fc) KB
Allocatable: TRUE
Alloc Granule: 4KB
Alloc Recommended Granule:2048KB
Alloc Alignment: 4KB
Accessible by all: FALSE
Pool 3
Segment: GROUP
Size: 64(0x40) KB
Allocatable: FALSE
Alloc Granule: 0KB
Alloc Recommended Granule:0KB
Alloc Alignment: 0KB
Accessible by all: FALSE
ISA Info:
ISA 1
Name: amdgcn-amd-amdhsa--gfx90c:xnack-
Machine Models: HSA_MACHINE_MODEL_LARGE
Profiles: HSA_PROFILE_BASE
Default Rounding Mode: NEAR
Default Rounding Mode: NEAR
Fast f16: TRUE
Workgroup Max Size: 1024(0x400)
Workgroup Max Size per Dimension:
x 1024(0x400)
y 1024(0x400)
z 1024(0x400)
Grid Max Size: 4294967295(0xffffffff)
Grid Max Size per Dimension:
x 4294967295(0xffffffff)
y 4294967295(0xffffffff)
z 4294967295(0xffffffff)
FBarrier Max Size: 32
*** Done ***

[Scowdrey44]

I found this and am trying it now

ROCm Supported Models
:::tip

The AMD GPU kernel is known problematic especially when converting models to mxr format. The recommended approach is:

Disable object detection in the config.
Startup Frigate with the onnx detector configured, the main object detection model will be converted to mxr format and cached in the config directory.
Once this is finished as indicated by the logs, enable object detection in the UI and confirm that it is working correctly.
Re-enable object detection in the config.

[Scowdrey44]

that suggests it is still running fine, do you have an error when adding the device passthrough?

After adding the /dev lines in docker compose, (assuming this is what you mean), it acted flaky for a few minutes and smoothed out. I then followed the instructions I linked above and it's gone bonkers.

[NickM-27]

did you export the model and configure a model? what is your config?

[Scowdrey44]

mqtt:
host: 192.x.x.x
port: 1883
topic_prefix: frigate
client_id: frigate
user: mqtt
password: password
stats_interval: 60
enabled: true

detectors:
onnx_0:
type: onnx
onnx_1:
type: onnx

cameras:
E1NE: # <------ Name the camera
enabled: true
ffmpeg:
hwaccel_args: "auto"
inputs:
- path: rtsp://NVR:Frigate1@192.x.x.x:554/Preview_01_sub # <----- The stream you want to use for detection
roles:
- detect
- record
detect:
enabled: false # <---- disable detection until you have a working camera feed
width: 1280
height: 720
objects:
track:
- person
- cat
record:
enabled: true

Johnny5: # <------ Name the camera
enabled: true
ffmpeg:
hwaccel_args: "auto"
inputs:
- path: rtsp://admin:Scott&Krystal@192.x.x.x:554/Preview_01_sub # <----- The stream you want to use for detection
roles:
- detect
- record
detect:
enabled: false # <---- disable detection until you have a working camera feed
width: 1536
height: 432
objects:
track:
- person
- cat
- dog
record:
enabled: true

motion:
  mask: 0.37,0.013,0.608,0.005,0.608,0.082,0.371,0.085
  threshold: 37
  contour_area: 20
  improve_contrast: true

version: 0.16-0

[Scowdrey44]

I have detection disabled currently until I can get reliable live performance.

[Scowdrey44]

I have this after adding ONNX detectors.

2026-02-10 17:49:41.917107727 [INFO] Preparing Frigate...
2026-02-10 17:49:42.302234691 [INFO] Starting Frigate...
2026-02-10 17:49:44.166860458 [2026-02-10 17:49:44] frigate.util.config INFO : Checking if frigate config needs migration...
2026-02-10 17:49:44.176874426 [2026-02-10 17:49:44] frigate.util.config INFO : frigate config does not need migration...
2026-02-10 17:49:44.908824596 [2026-02-10 17:49:44] frigate.util.services INFO : Automatically detected vaapi hwaccel for video decoding
2026-02-10 17:49:44.915968361 [2026-02-10 17:49:44] frigate.app INFO : Starting Frigate (0.16.4-4131252)
2026-02-10 17:49:44.924524603 [2026-02-10 17:49:44] peewee_migrate.logs INFO : Starting migrations
2026-02-10 17:49:44.925482503 [2026-02-10 17:49:44] peewee_migrate.logs INFO : There is nothing to migrate
2026-02-10 17:49:44.941778093 [2026-02-10 17:49:44] frigate.app INFO : Recording process started: 583
2026-02-10 17:49:44.942867359 [2026-02-10 17:49:44] frigate.app INFO : Review process started: 595
2026-02-10 17:49:44.945249088 [2026-02-10 17:49:44] frigate.app INFO : go2rtc process pid: 111
2026-02-10 17:49:44.963870057 [2026-02-10 17:49:44] detector.onnx_0 INFO : Starting detection process: 608
2026-02-10 17:49:44.964180283 Process detector:onnx_0:
2026-02-10 17:49:44.964183068 Traceback (most recent call last):
2026-02-10 17:49:44.964184531 File "/usr/lib/python3.11/multiprocessing/process.py", line 314, in _bootstrap
2026-02-10 17:49:44.964189481 self.run()
2026-02-10 17:49:44.964191565 File "/opt/frigate/frigate/util/process.py", line 41, in run_wrapper
2026-02-10 17:49:44.964192767 return run(*args, **kwargs)
2026-02-10 17:49:44.964214590 ^^^^^^^^^^^^^^^^^^^^
2026-02-10 17:49:44.964215822 File "/usr/lib/python3.11/multiprocessing/process.py", line 108, in run
2026-02-10 17:49:44.964217335 self._target(*self._args, **self._kwargs)
2026-02-10 17:49:44.964218488 File "/opt/frigate/frigate/object_detection/base.py", line 112, in run_detector
2026-02-10 17:49:44.964219760 object_detector = LocalObjectDetector(detector_config=detector_config)
2026-02-10 17:49:44.964220912 ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
2026-02-10 17:49:44.964243086 File "/opt/frigate/frigate/object_detection/base.py", line 57, in init
2026-02-10 17:49:44.964244118 self.detect_api = create_detector(detector_config)
2026-02-10 17:49:44.964262333 ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
2026-02-10 17:49:44.964263636 File "/opt/frigate/frigate/detectors/init.py", line 18, in create_detector
2026-02-10 17:49:44.964278084 return api(detector_config)
2026-02-10 17:49:44.964278986 ^^^^^^^^^^^^^^^^^^^^
2026-02-10 17:49:44.964280218 File "/opt/frigate/frigate/detectors/plugins/onnx.py", line 53, in init
2026-02-10 17:49:44.964281310 self.model = ort.InferenceSession(
2026-02-10 17:49:44.964282262 ^^^^^^^^^^^^^^^^^^^^^
2026-02-10 17:49:44.964283645 File "/usr/local/lib/python3.11/dist-packages/onnxruntime/capi/onnxruntime_inference_collection.py", line 451, in init
2026-02-10 17:49:44.964296610 raise TypeError(f"Unable to load from type '{type(path_or_bytes)}'")
2026-02-10 17:49:44.964297642 TypeError: Unable to load from type '<class 'NoneType'>'
2026-02-10 17:49:44.968607776 [2026-02-10 17:49:44] frigate.detectors.plugins.onnx INFO : ONNX: loaded onnxruntime module
2026-02-10 17:49:44.970886864 Process detector:onnx_1:
2026-02-10 17:49:44.970891323 Traceback (most recent call last):
2026-02-10 17:49:44.970893618 File "/usr/lib/python3.11/multiprocessing/process.py", line 314, in _bootstrap
2026-02-10 17:49:44.970895161 self.run()
2026-02-10 17:49:44.970897024 File "/opt/frigate/frigate/util/process.py", line 41, in run_wrapper
2026-02-10 17:49:44.970898547 return run(*args, **kwargs)
2026-02-10 17:49:44.970900120 ^^^^^^^^^^^^^^^^^^^^
2026-02-10 17:49:44.970902074 File "/usr/lib/python3.11/multiprocessing/process.py", line 108, in run
2026-02-10 17:49:44.970903817 self._target(*self._args, **self._kwargs)
2026-02-10 17:49:44.970905731 File "/opt/frigate/frigate/object_detection/base.py", line 112, in run_detector
2026-02-10 17:49:44.970907645 object_detector = LocalObjectDetector(detector_config=detector_config)
2026-02-10 17:49:44.970909599 ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
2026-02-10 17:49:44.970911573 File "/opt/frigate/frigate/object_detection/base.py", line 57, in init
2026-02-10 17:49:44.970913256 self.detect_api = create_detector(detector_config)
2026-02-10 17:49:44.970914899 ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
2026-02-10 17:49:44.970916863 File "/opt/frigate/frigate/detectors/init.py", line 18, in create_detector
2026-02-10 17:49:44.970918376 return api(detector_config)
2026-02-10 17:49:44.970919809 ^^^^^^^^^^^^^^^^^^^^
2026-02-10 17:49:44.970921722 File "/opt/frigate/frigate/detectors/plugins/onnx.py", line 53, in init
2026-02-10 17:49:44.970923255 self.model = ort.InferenceSession(
2026-02-10 17:49:44.970924899 ^^^^^^^^^^^^^^^^^^^^^
2026-02-10 17:49:44.970927183 File "/usr/local/lib/python3.11/dist-packages/onnxruntime/capi/onnxruntime_inference_collection.py", line 451, in init
2026-02-10 17:49:44.970928997 raise TypeError(f"Unable to load from type '{type(path_or_bytes)}'")
2026-02-10 17:49:44.970930690 TypeError: Unable to load from type '<class 'NoneType'>'
2026-02-10 17:49:44.971700092 [2026-02-10 17:49:44] frigate.detectors.plugins.onnx INFO : ONNX: loading None
2026-02-10 17:49:44.972787104 [2026-02-10 17:49:44] detector.onnx_1 INFO : Starting detection process: 612
2026-02-10 17:49:44.973104403 [2026-02-10 17:49:44] frigate.detectors.plugins.onnx INFO : ONNX: loaded onnxruntime module
2026-02-10 17:49:44.973373809 [2026-02-10 17:49:44] frigate.detectors.plugins.onnx INFO : ONNX: loading None
2026-02-10 17:49:44.984663657 [2026-02-10 17:49:44] frigate.app INFO : Output process started: 630
2026-02-10 17:49:45.017279385 [2026-02-10 17:49:45] frigate.app INFO : Camera processor started for E1NE: 651
2026-02-10 17:49:45.020087837 [2026-02-10 17:49:45] frigate.app INFO : Camera processor started for Johnny5: 656
2026-02-10 17:49:45.031066558 [2026-02-10 17:49:45] frigate.app INFO : Capture process started for E1NE: 673
2026-02-10 17:49:45.043418188 [2026-02-10 17:49:45] frigate.app INFO : Capture process started for Johnny5: 683
2026-02-10 17:49:45.300057488 [2026-02-10 17:49:45] frigate.api.fastapi_app INFO : Starting FastAPI app
2026-02-10 17:49:45.474355824 [2026-02-10 17:49:45] frigate.api.fastapi_app INFO : FastAPI started

[NickM-27]

what is your config? looks like you are still not providing a model config like the docs show

[Scowdrey44]

I am trying to get the config. I can't even get a ping response from the server, now.

[Scowdrey44]

Frigate config:

mqtt:
host: 192.x.x.x
port: 1883
topic_prefix: frigate
client_id: frigate
user: mqtt
password: password
stats_interval: 60
enabled: true

detectors:
onnx_0:
type: onnx
onnx_1:
type: onnx

cameras:
E1NE: # <------ Name the camera
enabled: true
ffmpeg:
hwaccel_args: "auto"
inputs:

• path: rtsp://NVR:Frigate1@192.x.x.x:554/Preview_01_sub # <----- The stream you want to use for detection
  roles:
• detect
• record
  detect:
  enabled: false # <---- disable detection until you have a working camera feed
  width: 1280
  height: 720
  objects:
  track:
• person
• cat
  record:
  enabled: true

Johnny5: # <------ Name the camera
enabled: true
ffmpeg:
hwaccel_args: "auto"
inputs:

• path: rtsp://admin:Scott&Krystal@192.x.x.x:554/Preview_01_sub # <----- The stream you want to use for detection
  roles:
• detect
• record
  detect:
  enabled: false # <---- disable detection until you have a working camera feed
  width: 1536
  height: 432
  objects:
  track:
• person
• cat
• dog
  record:
  enabled: true

motion:
mask: 0.37,0.013,0.608,0.005,0.608,0.082,0.371,0.085
threshold: 37
contour_area: 20
improve_contrast: true
version: 0.16-0

Docker compose:

services:
frigate:
container_name: frigate
restart: unless-stopped
stop_grace_period: 30s
image: ghcr.io/blakeblackshear/frigate:stable-rocm
shm_size: "106mb"
volumes:

• ./config:/config
• ./storage:/media/frigate
• type: tmpfs # Optional: 1GB of memory, reduces SSD/SD Card wear
  target: /tmp/cache
  tmpfs:
  size: 1000000000
  ports:
• "8971:8971"
• "8554:8554" # RTSP feeds
• "5000:5000"
• "1984:1984"
  devices:
• /dev/dri
• /dev/kfd
  environment:
  PLUS_API_KEY: key_here

[NickM-27]

You don't have a model configured, that is requirement number one if you are going to define the onnx detectors

[Scowdrey44]

The config below is what I assume you are referring to. Unfortunately, I don't know specifically what information that pertains to my install I am supposed to provide. I have no idea where to look for it.

model:

Required: path to the model. Frigate+ models use plus://<model_id> (default: automatic based on detector)

path: /edgetpu_model.tflite

Required: path to the labelmap (default: shown below)

labelmap_path: /labelmap.txt

Required: Object detection model input width (default: shown below)

width: 320

Required: Object detection model input height (default: shown below)

height: 320

Required: Object detection model input colorspace

Valid values are rgb, bgr, or yuv. (default: shown below)

input_pixel_format: rgb

Required: Object detection model input tensor format

Valid values are nhwc or nchw (default: shown below)

input_tensor: nhwc

Required: Object detection model type, currently only used with the OpenVINO detector

Valid values are ssd, yolox, yolonas (default: shown below)

model_type: ssd

Required: Label name modifications. These are merged into the standard labelmap.

labelmap:
2: vehicle

Optional: Map of object labels to their attribute labels (default: depends on model)

attributes_map:
person:
- amazon
- face
car:
- amazon
- fedex
- license_plate
- ups

[Scowdrey44]

It's acting as though there is a data bottleneck. Very slow reaction when interacting with the server.

[inkeep-ai-assistant[bot]]

---

The core issue is that you've defined ONNX detectors without specifying a model configuration. The error TypeError: Unable to load from type '<class 'NoneType'>' confirms that no model path was provided(1).

Required Model Configuration for ONNX

When using ONNX detectors with AMD ROCm, you must configure a model. Based on your hardware (AMD Ryzen 5 5500U with Radeon Graphics), the ONNX detector will automatically use ROCm when available in the -rocm image(1).

Add this to your Frigate config:

model:
  model_type: yolonas
  width: 320
  height: 320
  input_pixel_format: bgr
  input_tensor: nchw
  path: /config/yolo_nas_s.onnx
  labelmap_path: /labelmap/coco-80.txt

(1)

Steps to Get ONNX Working

1. Download a supported model - You need an actual ONNX model file. YOLO-NAS is recommended and supported(1).

2. Place the model in your config directory (maps to /config in the container).

3. Update your config with the model section shown above, adjusting the path to match your model filename.

4. Restart Frigate - The ONNX detector will then load your model using ROCm acceleration.

Alternative: Use Frigate+ Models

If you have a Frigate+ subscription (you have PLUS_API_KEY configured), you can use a Frigate+ model instead:

detectors:
  onnx:
    type: onnx

model:
  path: plus://<your_model_id>

(1)

With Frigate+ models, you only need to specify the path - all other model parameters are handled automatically(1).

About Your Hardware Acceleration

Your logs show Automatically detected vaapi hwaccel for video decoding, which is correct for AMD integrated graphics(2). This handles video decoding efficiently. The ONNX detector with ROCm will handle object detection on the GPU once you configure a model(1).

Recommended Next Steps

1. Either download a YOLO-NAS ONNX model or use your Frigate+ model ID
2. Add the complete model: section to your config
3. Keep detection disabled initially as you planned
4. Once the model loads successfully (check logs), enable detection and test

The video dropping/black screen issues are likely related to the detector crashing due to the missing model configuration, not your hardware setup.

**

📚 Sources:

1. Supported Hardware
2. Recommended hardware

---

Have another question? Just tag @inkeep.

[Scowdrey44]

The following came up when I inadvertently left detection enabled in config on E1NE:

2026-02-10 19:50:24.859287302 [INFO] Preparing Frigate...
2026-02-10 19:50:25.339087940 [INFO] Starting Frigate...
2026-02-10 19:50:27.204440561 [2026-02-10 19:50:27] frigate.util.config INFO : Checking if frigate config needs migration...
2026-02-10 19:50:27.220925774 [2026-02-10 19:50:27] frigate.util.config INFO : frigate config does not need migration...
2026-02-10 19:50:27.945823580 [2026-02-10 19:50:27] frigate.util.services INFO : Automatically detected vaapi hwaccel for video decoding
2026-02-10 19:50:28.101519222 [2026-02-10 19:50:28] frigate.app INFO : Starting Frigate (0.16.4-4131252)
2026-02-10 19:50:28.109789162 [2026-02-10 19:50:28] peewee_migrate.logs INFO : Starting migrations
2026-02-10 19:50:28.110177316 [2026-02-10 19:50:28] peewee_migrate.logs INFO : There is nothing to migrate
2026-02-10 19:50:28.120809366 [2026-02-10 19:50:28] frigate.app INFO : Recording process started: 582
2026-02-10 19:50:28.129482049 [2026-02-10 19:50:28] frigate.app INFO : Review process started: 594
2026-02-10 19:50:28.132364520 [2026-02-10 19:50:28] frigate.app INFO : go2rtc process pid: 112
2026-02-10 19:50:28.151873229 [2026-02-10 19:50:28] detector.onnx_0 INFO : Starting detection process: 607
2026-02-10 19:50:28.152033901 [2026-02-10 19:50:28] frigate.detectors.plugins.onnx INFO : ONNX: loaded onnxruntime module
2026-02-10 19:50:28.152267164 [2026-02-10 19:50:28] frigate.detectors.plugins.onnx INFO : ONNX: loading /config/model_cache/a256e1c432c284afbdb4b5e86f0efe6a
2026-02-10 19:50:28.160903807 [2026-02-10 19:50:28] detector.onnx_1 INFO : Starting detection process: 620
2026-02-10 19:50:28.161137381 [2026-02-10 19:50:28] frigate.detectors.plugins.onnx INFO : ONNX: loaded onnxruntime module
2026-02-10 19:50:28.161292011 [2026-02-10 19:50:28] frigate.detectors.plugins.onnx INFO : ONNX: loading /config/model_cache/a256e1c432c284afbdb4b5e86f0efe6a
2026-02-10 19:50:28.191496283 [2026-02-10 19:50:28] frigate.app INFO : Output process started: 649
2026-02-10 19:50:28.232376209 [2026-02-10 19:50:28] frigate.app INFO : Camera processor started for E1NE: 670
2026-02-10 19:50:28.247793839 [2026-02-10 19:50:28] frigate.app INFO : Camera processor started for Johnny5: 681
2026-02-10 19:50:28.264781618 [2026-02-10 19:50:28] frigate.app INFO : Capture process started for E1NE: 692
2026-02-10 19:50:28.277148118 [2026-02-10 19:50:28] frigate.app INFO : Capture process started for Johnny5: 704
2026-02-10 19:50:28.547123375 [2026-02-10 19:50:28] frigate.api.fastapi_app INFO : Starting FastAPI app
2026-02-10 19:50:28.777001578 [2026-02-10 19:50:28] frigate.api.fastapi_app INFO : FastAPI started
2026-02-10 19:50:30.674109632 [2026-02-10 19:50:30] frigate.detectors.plugins.onnx INFO : ONNX: /config/model_cache/a256e1c432c284afbdb4b5e86f0efe6a loaded
2026-02-10 19:50:30.674109632 [LOGGING] Last message repeated 1 times
2026-02-10 19:50:34.319722226 �[1;31m2026-02-10 19:50:34.319646230 [E:onnxruntime:, sequential_executor.cc:516 ExecuteKernel] Non-zero status code returned while running Cast node. Name:'/pre_process/pre_process.0/Cast' Status Message: HIP error hipErrorInvalidDeviceFunction:invalid device function�[m
2026-02-10 19:50:34.404167739 Process detector:onnx_1:
2026-02-10 19:50:34.404170795 Traceback (most recent call last):
2026-02-10 19:50:34.404171887 File "/usr/lib/python3.11/multiprocessing/process.py", line 314, in _bootstrap
2026-02-10 19:50:34.404172559 self.run()
2026-02-10 19:50:34.404173380 File "/opt/frigate/frigate/util/process.py", line 41, in run_wrapper
2026-02-10 19:50:34.404175064 return run(*args, **kwargs)
2026-02-10 19:50:34.404190684 ^^^^^^^^^^^^^^^^^^^^
2026-02-10 19:50:34.404191586 File "/usr/lib/python3.11/multiprocessing/process.py", line 108, in run
2026-02-10 19:50:34.404192808 self._target(*self._args, **self._kwargs)
2026-02-10 19:50:34.404193660 File "/opt/frigate/frigate/object_detection/base.py", line 136, in run_detector
2026-02-10 19:50:34.404194481 detections = object_detector.detect_raw(input_frame)
2026-02-10 19:50:34.404195253 ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
2026-02-10 19:50:34.404212506 File "/opt/frigate/frigate/object_detection/base.py", line 86, in detect_raw
2026-02-10 19:50:34.404213338 return self.detect_api.detect_raw(tensor_input=tensor_input)
2026-02-10 19:50:34.404228127 ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
2026-02-10 19:50:34.404228998 File "/opt/frigate/frigate/detectors/plugins/onnx.py", line 81, in detect_raw
2026-02-10 19:50:34.404229920 tensor_output = self.model.run(None, {model_input_name: tensor_input})
2026-02-10 19:50:34.404230782 ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
2026-02-10 19:50:34.404231864 File "/usr/local/lib/python3.11/dist-packages/onnxruntime/capi/onnxruntime_inference_collection.py", line 266, in run
2026-02-10 19:50:34.404232685 return self._sess.run(output_names, input_feed, run_options)
2026-02-10 19:50:34.404243126 ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
2026-02-10 19:50:34.404244699 onnxruntime.capi.onnxruntime_pybind11_state.Fail: [ONNXRuntimeError] : 1 : FAIL : Non-zero status code returned while running Cast node. Name:'/pre_process/pre_process.0/Cast' Status Message: HIP error hipErrorInvalidDeviceFunction:invalid device function
2026-02-10 19:50:39.316828814 �[1;31m2026-02-10 19:50:39.316448776 [E:onnxruntime:, sequential_executor.cc:516 ExecuteKernel] Non-zero status code returned while running Cast node. Name:'/pre_process/pre_process.0/Cast' Status Message: HIP error hipErrorInvalidDeviceFunction:invalid device function�[m
2026-02-10 19:50:39.400033236 Process detector:onnx_0:
2026-02-10 19:50:39.400038186 Traceback (most recent call last):
2026-02-10 19:50:39.400040691 File "/usr/lib/python3.11/multiprocessing/process.py", line 314, in _bootstrap
2026-02-10 19:50:39.400042214 self.run()
2026-02-10 19:50:39.400044067 File "/opt/frigate/frigate/util/process.py", line 41, in run_wrapper
2026-02-10 19:50:39.400045590 return run(*args, **kwargs)
2026-02-10 19:50:39.400047123 ^^^^^^^^^^^^^^^^^^^^
2026-02-10 19:50:39.400049077 File "/usr/lib/python3.11/multiprocessing/process.py", line 108, in run
2026-02-10 19:50:39.400050810 self._target(*self._args, **self._kwargs)
2026-02-10 19:50:39.400052714 File "/opt/frigate/frigate/object_detection/base.py", line 136, in run_detector
2026-02-10 19:50:39.400054447 detections = object_detector.detect_raw(input_frame)
2026-02-10 19:50:39.400056181 ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
2026-02-10 19:50:39.400058034 File "/opt/frigate/frigate/object_detection/base.py", line 86, in detect_raw
2026-02-10 19:50:39.400059768 return self.detect_api.detect_raw(tensor_input=tensor_input)
2026-02-10 19:50:39.400061491 ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
2026-02-10 19:50:39.400063295 File "/opt/frigate/frigate/detectors/plugins/onnx.py", line 81, in detect_raw
2026-02-10 19:50:39.400065178 tensor_output = self.model.run(None, {model_input_name: tensor_input})
2026-02-10 19:50:39.400067042 ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
2026-02-10 19:50:39.400069377 File "/usr/local/lib/python3.11/dist-packages/onnxruntime/capi/onnxruntime_inference_collection.py", line 266, in run
2026-02-10 19:50:39.400071180 return self._sess.run(output_names, input_feed, run_options)
2026-02-10 19:50:39.400072913 ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
2026-02-10 19:50:39.400076350 onnxruntime.capi.onnxruntime_pybind11_state.Fail: [ONNXRuntimeError] : 1 : FAIL : Non-zero status code returned while running Cast node. Name:'/pre_process/pre_process.0/Cast' Status Message: HIP error hipErrorInvalidDeviceFunction:invalid device function

I disabled detection on that camera and reloaded, which resulted in this log file:

2026-02-10 19:55:48.353264902 [INFO] Preparing Frigate...
2026-02-10 19:55:48.743081189 [INFO] Starting Frigate...
2026-02-10 19:55:50.612385484 [2026-02-10 19:55:50] frigate.util.config INFO : Checking if frigate config needs migration...
2026-02-10 19:55:50.629450837 [2026-02-10 19:55:50] frigate.util.config INFO : frigate config does not need migration...
2026-02-10 19:55:51.350029898 [2026-02-10 19:55:51] frigate.util.services INFO : Automatically detected vaapi hwaccel for video decoding
2026-02-10 19:55:51.512902289 [2026-02-10 19:55:51] frigate.app INFO : Starting Frigate (0.16.4-4131252)
2026-02-10 19:55:51.520873810 [2026-02-10 19:55:51] peewee_migrate.logs INFO : Starting migrations
2026-02-10 19:55:51.522396624 [2026-02-10 19:55:51] peewee_migrate.logs INFO : There is nothing to migrate
2026-02-10 19:55:51.533189505 [2026-02-10 19:55:51] frigate.app INFO : Recording process started: 586
2026-02-10 19:55:51.542530411 [2026-02-10 19:55:51] frigate.app INFO : Review process started: 599
2026-02-10 19:55:51.544958904 [2026-02-10 19:55:51] frigate.app INFO : go2rtc process pid: 120
2026-02-10 19:55:51.565659247 [2026-02-10 19:55:51] detector.onnx_0 INFO : Starting detection process: 611
2026-02-10 19:55:51.583139109 [2026-02-10 19:55:51] frigate.detectors.plugins.onnx INFO : ONNX: loaded onnxruntime module
2026-02-10 19:55:51.584353632 [2026-02-10 19:55:51] frigate.detectors.plugins.onnx INFO : ONNX: loading /config/model_cache/a256e1c432c284afbdb4b5e86f0efe6a
2026-02-10 19:55:51.584574383 [2026-02-10 19:55:51] detector.onnx_1 INFO : Starting detection process: 614
2026-02-10 19:55:51.585029772 [2026-02-10 19:55:51] frigate.detectors.plugins.onnx INFO : ONNX: loaded onnxruntime module
2026-02-10 19:55:51.616134348 [2026-02-10 19:55:51] frigate.detectors.plugins.onnx INFO : ONNX: loading /config/model_cache/a256e1c432c284afbdb4b5e86f0efe6a
2026-02-10 19:55:51.620045758 [2026-02-10 19:55:51] frigate.app INFO : Output process started: 653
2026-02-10 19:55:51.644545752 [2026-02-10 19:55:51] frigate.app INFO : Camera processor started for E1NE: 674
2026-02-10 19:55:51.655925360 [2026-02-10 19:55:51] frigate.app INFO : Camera processor started for Johnny5: 679
2026-02-10 19:55:51.670512502 [2026-02-10 19:55:51] frigate.app INFO : Capture process started for E1NE: 692
2026-02-10 19:55:51.684631430 [2026-02-10 19:55:51] frigate.app INFO : Capture process started for Johnny5: 706
2026-02-10 19:55:51.948576572 [2026-02-10 19:55:51] frigate.api.fastapi_app INFO : Starting FastAPI app
2026-02-10 19:55:52.182063480 [2026-02-10 19:55:52] frigate.api.fastapi_app INFO : FastAPI started
2026-02-10 19:55:54.079413536 [2026-02-10 19:55:54] frigate.detectors.plugins.onnx INFO : ONNX: /config/model_cache/a256e1c432c284afbdb4b5e86f0efe6a loaded
2026-02-10 19:55:54.079413536 [LOGGING] Last message repeated 1 times

It looks like it works ok, until I try to enable detection using the button in the UI. When I click that, the screen freezes for a few seconds, goes black for a few seconds, then comes back and looks like a normal live view, but the detect button is off. Wash, rinse, repeat. Is there some other way I am supposed to test detection?

[inkeep-ai-assistant[bot]]

---

Based on your hardware (AMD Ryzen 5 5500U with integrated Radeon Graphics) and the thread context, you're on the right track but need to configure a model for the ONNX detector to work.

Key Issue

The error TypeError: Unable to load from type '<class 'NoneType'>' indicates no model path was provided to the ONNX detector(1). The ONNX detector requires an explicit model configuration when used with ROCm(1).

Recommended Configuration for Your Hardware

For AMD integrated graphics with the -rocm image, use VAAPI for video decoding (which you already have working) and configure ONNX with a supported model(1)(2).

Since you have a Frigate+ API key configured, the simplest approach is to use a Frigate+ model. Add this to your config:

detectors:
  onnx:
    type: onnx

model:
  path: plus://<your_model_id>

(1)

With Frigate+ models, you should not define model parameters except for path(1)(3).

Alternative: Self-Provided ONNX Model

If you want to use your own ONNX model (like YOLO-NAS), you need to:

1. Download/export the ONNX model file
2. Place it in your config directory
3. Configure it like this:

detectors:
  onnx:
    type: onnx

model:
  model_type: yolonas
  width: 320
  height: 320
  input_pixel_format: bgr
  input_tensor: nchw
  path: /config/yolo_nas_s.onnx
  labelmap_path: /labelmap/coco-80.txt

(1)

About Your Current Setup

Your current docker-compose configuration with the -rocm image and device passthrough is correct(1):

image: ghcr.io/blakeblackshear/frigate:stable-rocm
devices:
  - /dev/dri
  - /dev/kfd

(1)

The rocminfo output confirms your AMD Radeon Graphics (gfx90c) is detected properly(1).

Why Multiple Detectors?

You currently have onnx_0 and onnx_1 defined. Unless you're running many cameras and need the extra capacity, a single ONNX detector should be sufficient(1). You can simplify to:

detectors:
  onnx:
    type: onnx

(1)

Next Steps

1. Choose either Frigate+ model (simpler) or download a YOLO-NAS ONNX model
2. Update your config with the appropriate model: section
3. Keep detect: enabled: false initially as you planned(4)
4. Restart Frigate and check logs to confirm the model loads
5. Once stable, enable detection in the UI first to test, then in config(4)

The video dropping and slow performance you're experiencing is likely because the detector process keeps crashing due to the missing model configuration, not a hardware issue.

📚 Sources:

1. Supported Hardware
2. Video Decoding
3. Models
4. Getting Started

---

Have another question? Just tag @inkeep.

[Scowdrey44]

This is what I have defined for a model, as described above:

model:
path: plus://a256e1c432c284afbdb4b5e86f0efe6a

I will change the multiple detectors for now, but the plan is to add another 5 or 6 that are installed on the property already, so I will be needing to change it back anyway.

[Scowdrey44]

This is the model I am using, as described above:

yolonas | 320x320 | onnx,rocm,openvino | 1/14/2026 | a256e1c432c284afbdb4b5e86f0efe6a

[Scowdrey44]

Detection not enabled in config:

2026-02-10 20:19:06.529831879 [INFO] Preparing Frigate...
2026-02-10 20:19:06.913896822 [INFO] Starting Frigate...
2026-02-10 20:19:08.793054160 [2026-02-10 20:19:08] frigate.util.config INFO : Checking if frigate config needs migration...
2026-02-10 20:19:08.809257944 [2026-02-10 20:19:08] frigate.util.config INFO : frigate config does not need migration...
2026-02-10 20:19:09.526748594 [2026-02-10 20:19:09] frigate.util.services INFO : Automatically detected vaapi hwaccel for video decoding
2026-02-10 20:19:09.610915167 [2026-02-10 20:19:09] frigate.app INFO : Starting Frigate (0.16.4-4131252)
2026-02-10 20:19:09.619013708 [2026-02-10 20:19:09] peewee_migrate.logs INFO : Starting migrations
2026-02-10 20:19:09.626419278 [2026-02-10 20:19:09] peewee_migrate.logs INFO : There is nothing to migrate
2026-02-10 20:19:09.645057066 [2026-02-10 20:19:09] frigate.app INFO : Recording process started: 581
2026-02-10 20:19:09.645830424 [2026-02-10 20:19:09] frigate.app INFO : Review process started: 594
2026-02-10 20:19:09.648011207 [2026-02-10 20:19:09] frigate.app INFO : go2rtc process pid: 123
2026-02-10 20:19:09.662878404 [2026-02-10 20:19:09] detector.onnx INFO : Starting detection process: 606
2026-02-10 20:19:09.664147251 [2026-02-10 20:19:09] frigate.detectors.plugins.onnx INFO : ONNX: loaded onnxruntime module
2026-02-10 20:19:09.671921855 [2026-02-10 20:19:09] frigate.detectors.plugins.onnx INFO : ONNX: loading /config/model_cache/a256e1c432c284afbdb4b5e86f0efe6a
2026-02-10 20:19:09.691305789 [2026-02-10 20:19:09] frigate.app INFO : Output process started: 634
2026-02-10 20:19:09.728171332 [2026-02-10 20:19:09] frigate.app INFO : Camera processor started for E1NE: 655
2026-02-10 20:19:09.730359699 [2026-02-10 20:19:09] frigate.app INFO : Camera processor started for Johnny5: 660
2026-02-10 20:19:09.742087458 [2026-02-10 20:19:09] frigate.app INFO : Capture process started for E1NE: 677
2026-02-10 20:19:09.753893308 [2026-02-10 20:19:09] frigate.app INFO : Capture process started for Johnny5: 687
2026-02-10 20:19:10.033517725 [2026-02-10 20:19:10] frigate.api.fastapi_app INFO : Starting FastAPI app
2026-02-10 20:19:10.223518320 [2026-02-10 20:19:10] frigate.api.fastapi_app INFO : FastAPI started
2026-02-10 20:19:12.038443301 [2026-02-10 20:19:12] frigate.detectors.plugins.onnx INFO : ONNX: /config/model_cache/a256e1c432c284afbdb4b5e86f0efe6a loaded

Live view is fine. Click on "enable detect" button on one cam and feed freezes, goes black, comes back to live. Button is now off without me pressing it.

Enable detect for one camera as follows:
Changed "false" to "true", save&restart.

New logs:

2026-02-10 20:28:05.417804080 [INFO] Preparing Frigate...
2026-02-10 20:28:05.814191479 [INFO] Starting Frigate...
2026-02-10 20:28:07.711470879 [2026-02-10 20:28:07] frigate.util.config INFO : Checking if frigate config needs migration...
2026-02-10 20:28:07.727808892 [2026-02-10 20:28:07] frigate.util.config INFO : frigate config does not need migration...
2026-02-10 20:28:08.451495057 [2026-02-10 20:28:08] frigate.util.services INFO : Automatically detected vaapi hwaccel for video decoding
2026-02-10 20:28:08.530581312 [2026-02-10 20:28:08] frigate.app INFO : Starting Frigate (0.16.4-4131252)
2026-02-10 20:28:08.538729122 [2026-02-10 20:28:08] peewee_migrate.logs INFO : Starting migrations
2026-02-10 20:28:08.539960260 [2026-02-10 20:28:08] peewee_migrate.logs INFO : There is nothing to migrate
2026-02-10 20:28:08.556684055 [2026-02-10 20:28:08] frigate.app INFO : Recording process started: 580
2026-02-10 20:28:08.557806892 [2026-02-10 20:28:08] frigate.app INFO : Review process started: 592
2026-02-10 20:28:08.560251443 [2026-02-10 20:28:08] frigate.app INFO : go2rtc process pid: 120
2026-02-10 20:28:08.575250719 [2026-02-10 20:28:08] detector.onnx INFO : Starting detection process: 605
2026-02-10 20:28:08.575985190 [2026-02-10 20:28:08] frigate.detectors.plugins.onnx INFO : ONNX: loaded onnxruntime module
2026-02-10 20:28:08.576663872 [2026-02-10 20:28:08] frigate.detectors.plugins.onnx INFO : ONNX: loading /config/model_cache/a256e1c432c284afbdb4b5e86f0efe6a
2026-02-10 20:28:08.605142783 [2026-02-10 20:28:08] frigate.app INFO : Output process started: 633
2026-02-10 20:28:08.631243803 [2026-02-10 20:28:08] frigate.app INFO : Camera processor started for E1NE: 654
2026-02-10 20:28:08.643164652 [2026-02-10 20:28:08] frigate.app INFO : Camera processor started for Johnny5: 661
2026-02-10 20:28:08.656598258 [2026-02-10 20:28:08] frigate.app INFO : Capture process started for E1NE: 676
2026-02-10 20:28:08.668507385 [2026-02-10 20:28:08] frigate.app INFO : Capture process started for Johnny5: 686
2026-02-10 20:28:08.944900836 [2026-02-10 20:28:08] frigate.api.fastapi_app INFO : Starting FastAPI app
2026-02-10 20:28:09.135497470 [2026-02-10 20:28:09] frigate.api.fastapi_app INFO : FastAPI started
2026-02-10 20:28:11.001431738 [2026-02-10 20:28:11] frigate.detectors.plugins.onnx INFO : ONNX: /config/model_cache/a256e1c432c284afbdb4b5e86f0efe6a loaded
2026-02-10 20:28:14.179540892 �[1;31m2026-02-10 20:28:14.179487148 [E:onnxruntime:, sequential_executor.cc:516 ExecuteKernel] Non-zero status code returned while running Cast node. Name:'/pre_process/pre_process.0/Cast' Status Message: HIP error hipErrorInvalidDeviceFunction:invalid device function�[m
2026-02-10 20:28:14.259992661 Process detector:onnx:
2026-02-10 20:28:14.259998001 Traceback (most recent call last):
2026-02-10 20:28:14.260001458 File "/usr/lib/python3.11/multiprocessing/process.py", line 314, in _bootstrap
2026-02-10 20:28:14.260003381 self.run()
2026-02-10 20:28:14.260005957 File "/opt/frigate/frigate/util/process.py", line 41, in run_wrapper
2026-02-10 20:28:14.260009213 return run(*args, **kwargs)
2026-02-10 20:28:14.260034081 ^^^^^^^^^^^^^^^^^^^^
2026-02-10 20:28:14.260036085 File "/usr/lib/python3.11/multiprocessing/process.py", line 108, in run
2026-02-10 20:28:14.260038710 self._target(*self._args, **self._kwargs)
2026-02-10 20:28:14.260040734 File "/opt/frigate/frigate/object_detection/base.py", line 136, in run_detector
2026-02-10 20:28:14.260042508 detections = object_detector.detect_raw(input_frame)
2026-02-10 20:28:14.260044201 ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
2026-02-10 20:28:14.260075502 File "/opt/frigate/frigate/object_detection/base.py", line 86, in detect_raw
2026-02-10 20:28:14.260077315 return self.detect_api.detect_raw(tensor_input=tensor_input)
2026-02-10 20:28:14.260079931 ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
2026-02-10 20:28:14.260081864 File "/opt/frigate/frigate/detectors/plugins/onnx.py", line 81, in detect_raw
2026-02-10 20:28:14.260110731 tensor_output = self.model.run(None, {model_input_name: tensor_input})
2026-02-10 20:28:14.260112714 ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
2026-02-10 20:28:14.260115069 File "/usr/local/lib/python3.11/dist-packages/onnxruntime/capi/onnxruntime_inference_collection.py", line 266, in run
2026-02-10 20:28:14.260116852 return self._sess.run(output_names, input_feed, run_options)
2026-02-10 20:28:14.260139507 ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
2026-02-10 20:28:14.260142943 onnxruntime.capi.onnxruntime_pybind11_state.Fail: [ONNXRuntimeError] : 1 : FAIL : Non-zero status code returned while running Cast node. Name:'/pre_process/pre_process.0/Cast' Status Message: HIP error hipErrorInvalidDeviceFunction:invalid device function

[Scowdrey44]

Am I missing something here? I have been told twice to define a model after I defined a model, and I still have the same problem.

user: mqtt
password: password
stats_interval: 60
enabled: true

detectors:
onnx:
type: onnx

model:
path: plus://a256e1c432c284afbdb4b5e86f0efe6a

cameras:
E1NE: # <------ Name the camera
enabled: true
ffmpeg:
hwaccel_args: "auto"
inputs:
- path: rtsp://NVR:Frigate1@192.x.x.x:554/Preview_01_sub # <----- The stream you want to use for detection
roles:
- detect
- record
detect:
enabled: true # <---- disable detection until you have a working camera feed
width: 1280
height: 720
objects:
track:
- person
- cat
record:
enabled: true

Johnny5: # <------ Name the camera
enabled: true
ffmpeg:
hwaccel_args: "auto"
inputs:
- path: rtsp://admin:Scott&Krystal@192.x.x.x:554/Preview_01_sub # <----- The stream you want to use for detection
roles:
- detect
- record
detect:
enabled: false # <---- disable detection until you have a working camera feed
width: 1536
height: 432
objects:
track:
- person
- cat
- dog
record:
enabled: true

motion:
  mask: 0.37,0.013,0.608,0.005,0.608,0.082,0.371,0.085
  threshold: 37
  contour_area: 20
  improve_contrast: true

version: 0.16-0

[hawkeye217]

I'd suggest you try OpenVINO, eg:

detectors:
  ov:
    type: openvino
    device: CPU

model:
  path: plus://a256e1c432c284afbdb4b5e86f0efe6a

[Scowdrey44]

It appears to be running.

[Scowdrey44]

The entire mess above resulted in getting detection working, though I can only choose one response as an answer. Next issue to address is getting Johnny5 to record. It is configured like E1NE ( which records person, cat, and dog detections), but does not record anything but person detections. That is a "later" problem. I am going to find food. This problem has kept me from eating today, and I am hungry. Lol

[Scowdrey44]

It seems a little counter to the goal of using a GPU, if my detector device is CPU, though...