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docker/rocm: readme about running on AMD GPUs

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Indrek Mandre 2024-01-26 11:11:56 +02:00
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# AMD/ROCm GPU based detector
## Docker settings
AMD/ROCm needs access to `/dev/kfd` and `/dev/dri`. When running as user also needs the `video group. Sometimes also needs the `render` and `ssh/_ssh` groups.
For reference/comparison see [running ROCm PyTorch Docker image](https://rocm.docs.amd.com/projects/install-on-linux/en/develop/how-to/3rd-party/pytorch-install.html#using-docker-with-pytorch-pre-installed).
```bash
$ docker run -it --device=/dev/kfd --device=/dev/dri --group-add video \
...
```
## Frigate configuration
An example of a working configuration:
```yaml
model:
path: /yolov8n_320x320.onnx
labelmap_path: /yolov8s_labels.txt
model_type: yolov8
detectors:
rocm:
type: rocm
```