[Detector Support]: OpenVino - Intel Arc A380 - OpenVINO cannot access Intel Arc GPU #22111
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Describe the problem you are havingI'm trying to use my Intel Arc A380 GPU to detect with OpenVino, however, i get the following error: This is my host system kernel and GPU: uname -r ls -la /dev/dri/ lspci | grep -i vga docker exec -it frigate ls -l /dev/dri/ Version0.16.4-4131252 Frigate config filemqtt:
enabled: false
ffmpeg:
hwaccel_args: preset-intel-qsv-h264
detectors:
ov:
type: openvino
device: GPU
model:
width: 300
height: 300
input_tensor: nhwc
input_pixel_format: bgr
path: /openvino-model/ssdlite_mobilenet_v2.xml
labelmap_path: /openvino-model/coco_91cl_bkgr.txtdocker-compose file or Docker CLI commandservices:
frigate:
container_name: frigate
privileged: true
restart: unless-stopped
stop_grace_period: 30s
image: ghcr.io/blakeblackshear/frigate:stable
shm_size: "512mb"
devices:
- /dev/dri/renderD128:/dev/dri/renderD128
volumes:
- /etc/localtime:/etc/localtime:ro
- ./config:/config
- /mnt/data/frigate_gpu:/media/frigate
- type: tmpfs
target: /tmp/cache
tmpfs:
size: 1000000000
ports:
- "8971:8971"
- "8554:8554"
- "8555:8555/tcp"
- "8555:8555/udp"Relevant Frigate log outputfrigate | s6-rc: info: service s6rc-fdholder: starting
frigate | s6-rc: info: service s6rc-oneshot-runner: starting
frigate | s6-rc: info: service s6rc-oneshot-runner successfully started
frigate | s6-rc: info: service fix-attrs: starting
frigate | s6-rc: info: service s6rc-fdholder successfully started
frigate | s6-rc: info: service fix-attrs successfully started
frigate | s6-rc: info: service legacy-cont-init: starting
frigate | s6-rc: info: service legacy-cont-init successfully started
frigate | s6-rc: info: service prepare: starting
frigate | s6-rc: info: service log-prepare: starting
frigate | s6-rc: info: service log-prepare successfully started
frigate | s6-rc: info: service nginx-log: starting
frigate | s6-rc: info: service go2rtc-log: starting
frigate | s6-rc: info: service frigate-log: starting
frigate | s6-rc: info: service certsync-log: starting
frigate | s6-rc: info: service nginx-log successfully started
frigate | s6-rc: info: service certsync-log successfully started
frigate | s6-rc: info: service frigate-log successfully started
frigate | s6-rc: info: service go2rtc-log successfully started
frigate | s6-rc: info: service prepare successfully started
frigate | s6-rc: info: service go2rtc: starting
frigate | s6-rc: info: service go2rtc successfully started
frigate | s6-rc: info: service go2rtc-healthcheck: starting
frigate | s6-rc: info: service frigate: starting
frigate | s6-rc: info: service go2rtc-healthcheck successfully started
frigate | s6-rc: info: service frigate successfully started
frigate | s6-rc: info: service nginx: starting
frigate | 2026-02-24 17:22:50.737398881 [INFO] Starting NGINX...
frigate | 2026-02-24 17:22:50.782461294 [INFO] Preparing Frigate...
frigate | 2026-02-24 17:22:51.000170867 [INFO] Preparing new go2rtc config...
frigate | 2026-02-24 17:22:51.006520739 [INFO] Starting Frigate...
frigate | s6-rc: info: service nginx successfully started
frigate | s6-rc: info: service certsync: starting
frigate | s6-rc: info: service certsync successfully started
frigate | s6-rc: info: service legacy-services: starting
frigate | 2026-02-24 17:22:51.020391028 [INFO] Starting certsync...
frigate | s6-rc: info: service legacy-services successfully started
frigate | 2026-02-24 17:22:51.238527571 [INFO] Starting go2rtc...
frigate | 2026-02-24 17:22:51.292166430 17:22:51.292 INF go2rtc platform=linux/amd64 revision=fa580c5 version=1.9.9
frigate | 2026-02-24 17:22:51.292170237 17:22:51.292 INF config path=/dev/shm/go2rtc.yaml
frigate | 2026-02-24 17:22:51.292632578 17:22:51.292 INF [rtsp] listen addr=:8554
frigate | 2026-02-24 17:22:51.292708401 17:22:51.292 INF [api] listen addr=:1984
frigate | 2026-02-24 17:22:51.292897227 17:22:51.292 INF [webrtc] listen addr=:8555
frigate | 2026-02-24 17:22:51.316289425 127.0.0.1 - - [24/Feb/2026:17:22:51 +0100] "" 400 0 "-" "-" "-"
frigate | 2026-02-24 17:22:52.312677129 [2026-02-24 17:22:52] frigate.util.config INFO : Checking if frigate config needs migration...
frigate | 2026-02-24 17:22:52.345107122 [2026-02-24 17:22:52] frigate.util.config INFO : frigate config does not need migration...
frigate | 2026-02-24 17:22:52.363835624 [2026-02-24 17:22:52] frigate.app INFO : Starting Frigate (0.16.4-4131252)
frigate | 2026-02-24 17:22:52.454055255 [2026-02-24 17:22:52] peewee_migrate.logs INFO : Starting migrations
frigate | 2026-02-24 17:22:52.454684039 [2026-02-24 17:22:52] peewee_migrate.logs INFO : There is nothing to migrate
frigate | 2026-02-24 17:22:52.464573359 [2026-02-24 17:22:52] frigate.app INFO : Recording process started: 391
frigate | 2026-02-24 17:22:52.465872867 [2026-02-24 17:22:52] frigate.app INFO : Review process started: 402
frigate | 2026-02-24 17:22:52.467470367 [2026-02-24 17:22:52] frigate.app INFO : go2rtc process pid: 128
frigate | 2026-02-24 17:22:52.477182493 [2026-02-24 17:22:52] detector.ov INFO : Starting detection process: 413
frigate | 2026-02-24 17:22:52.484752453 [2026-02-24 17:22:52] frigate.app INFO : Output process started: 432
frigate | 2026-02-24 17:22:52.508442612 Process detector:ov:
frigate | 2026-02-24 17:22:52.508445919 Traceback (most recent call last):
frigate | 2026-02-24 17:22:52.508446950 File "/usr/lib/python3.11/multiprocessing/process.py", line 314, in _bootstrap
frigate | 2026-02-24 17:22:52.508450407 self.run()
frigate | 2026-02-24 17:22:52.508451609 File "/opt/frigate/frigate/util/process.py", line 41, in run_wrapper
frigate | 2026-02-24 17:22:52.508452360 return run(*args, **kwargs)
frigate | 2026-02-24 17:22:52.508461067 ^^^^^^^^^^^^^^^^^^^^
frigate | 2026-02-24 17:22:52.508461829 File "/usr/lib/python3.11/multiprocessing/process.py", line 108, in run
frigate | 2026-02-24 17:22:52.508462680 self._target(*self._args, **self._kwargs)
frigate | 2026-02-24 17:22:52.508463381 File "/opt/frigate/frigate/object_detection/base.py", line 112, in run_detector
frigate | 2026-02-24 17:22:52.508464173 object_detector = LocalObjectDetector(detector_config=detector_config)
frigate | 2026-02-24 17:22:52.508464854 ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
frigate | 2026-02-24 17:22:52.508480704 File "/opt/frigate/frigate/object_detection/base.py", line 57, in __init__
frigate | 2026-02-24 17:22:52.508481425 self.detect_api = create_detector(detector_config)
frigate | 2026-02-24 17:22:52.508487657 ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
frigate | 2026-02-24 17:22:52.508488408 File "/opt/frigate/frigate/detectors/__init__.py", line 18, in create_detector
frigate | 2026-02-24 17:22:52.508488969 return api(detector_config)
frigate | 2026-02-24 17:22:52.508489440 ^^^^^^^^^^^^^^^^^^^^
frigate | 2026-02-24 17:22:52.508490142 File "/opt/frigate/frigate/detectors/plugins/openvino.py", line 50, in __init__
frigate | 2026-02-24 17:22:52.508490724 self.interpreter = self.ov_core.compile_model(
frigate | 2026-02-24 17:22:52.508491285 ^^^^^^^^^^^^^^^^^^^^^^^^^^^
frigate | 2026-02-24 17:22:52.508492086 File "/usr/local/lib/python3.11/dist-packages/openvino/runtime/ie_api.py", line 543, in compile_model
frigate | 2026-02-24 17:22:52.508497977 super().compile_model(model, device_name, {} if config is None else config),
frigate | 2026-02-24 17:22:52.508498729 ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
frigate | 2026-02-24 17:22:52.508499340 RuntimeError: Exception from src/inference/src/cpp/core.cpp:121:
frigate | 2026-02-24 17:22:52.508499951 Exception from src/inference/src/dev/plugin.cpp:58:
frigate | 2026-02-24 17:22:52.508500692 Check 'contexts.count(device_id)' failed at src/plugins/intel_gpu/src/plugin/plugin.cpp:209:
frigate | 2026-02-24 17:22:52.508501223 [GPU] Context was not initialized for 0 deviceInstall methodDocker Compose Object DetectorOpenVino Screenshots of the Frigate UI's System metrics pages
When I disable GPU and set CPU, i'm able to access the UI Any other information that may be helpfulNo response |
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Replies: 8 comments
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The issue you're experiencing with your Intel Arc A380 GPU appears to be related to device access permissions. Your Docker configuration only passes through Try updating your Docker Compose configuration to pass through the entire devices:
- /dev/dri:/dev/driAdditionally, OpenVINO is supported on 6th Gen Intel platforms (Skylake) and newer, and a supported Intel platform is required to use the GPU device with OpenVINO.(1) The Intel Arc A380 should be compatible. If the issue persists after granting full For reference, OpenVINO will automatically be detected and used as a detector in the default Frigate image when configured.(1)(2) 📚 Sources: Have another question? Just tag @inkeep. |
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I've already tried to pass through the entire |
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Based on your configuration and the error The Intel Arc A380 is supported by OpenVINO and should work with Frigate.(1), (5) However, several users have reported similar issues with newer Linux kernels requiring updated Intel Compute Runtime packages inside the Frigate container.(3), (4) Recommended Solution: Install the latest Intel Compute Runtime packages inside your Frigate container:(3), (4) docker exec -ti frigate bash
cd $(mktemp -d)
wget https://github.com/intel/intel-graphics-compiler/releases/download/igc-1.0.16900.23/intel-igc-core_1.0.16900.23_amd64.deb
wget https://github.com/intel/intel-graphics-compiler/releases/download/igc-1.0.16900.23/intel-igc-opencl_1.0.16900.23_amd64.deb
wget https://github.com/intel/compute-runtime/releases/download/24.22.29735.20/intel-level-zero-gpu_1.3.29735.20_amd64.deb
wget https://github.com/intel/compute-runtime/releases/download/24.22.29735.20/intel-opencl-icd_24.22.29735.20_amd64.deb
wget https://github.com/intel/compute-runtime/releases/download/24.22.29735.20/libigdgmm12_22.3.19_amd64.deb
dpkg -i *.debAfter installation, restart your Frigate container.(3), (4) Additional Troubleshooting: Some users have reported that when mixing Intel iGPU with other GPUs, devices can be mixed up between You may also need to set the 📚 Sources:
Have another question? Just tag @inkeep. |
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I've modified the config.yml and set device to CPU, then i restarted the container. Then i stopped the container and modified the config.yml and set GPU again, and modified the docker compose file like below and restarted the container. But i still get the same error: |
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Based on your error and the kernel driver in use ( Driver Compatibility Issue Your system is using the Potential Solutions
docker exec -it frigate /opt/intel/openvino/install_dependencies/install_NEO_OCL_driver.sh --helpThis can help verify if OpenCL is properly detected.(3)
Expected Performance If you get this working, the Intel Arc A380 should provide good inference performance. Reference times for similar Arc GPUs show approximately 5-10ms inference with OpenVINO.(2) 📚 Sources:
Have another question? Just tag @inkeep. |
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Try this solution; I faced the exact same issue and this fixed it for me: In docker compose In config 
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I've pulled the latest version and modified the docker compose file and config file as suggested @Tech4c, but i still get the error: This is the error i get: If i remove the model config i get a different error: |
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I was able to get it working finally! These are the things that I've done to get it working:
Below the frigate docker compose file and config files: |
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I was able to get it working finally! These are the things that I've done to get it working:
Below the frigate docker compose file and config files: