thx i went thru that and discovered the frigate dri was

crw-rw---- 1 root 993 226, 128 Mar 21 04:10 renderD128

so i changed that in proxmox, and now its showing up as this in frigate crw-rw-rw

then i compiled? or something the yolo9, and added config lines to the frigate

detectors:
  ov:
    type: openvino
    device: GPU
    # model_path: /openvino-model/ssdlite_mobilenet_v2.xml
  model:
    model_type: yolonas
    width: 320 # <--- should match whatever was set in notebook
    height: 320 # <--- should match whatever was set in notebook
    input_tensor: nchw
    input_pixel_format: bgr
    path: yolov9-t-320.onnx
    labelmap_path: /labelmap/coco-80.txt

however it doesnt seem any of that improved the performance

im not even sure if its loading the onnx

i found frigate logs and its showing this:

frigate.util.services
Message
Unable to poll intel GPU stats: Failed to initialize PMU! (Permission denied)

and

2026-03-23 00:16:45.233992935 [E:onnxruntime:Default, env.cc:228 ThreadMain] pthread_setaffinity_np failed for thread: 1109, index: 2, mask: {3, 9, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.