blakeblackshear.frigate/docker/rocm/rootfs/etc/s6-overlay/s6-rc.d/compile-rocm-models/run

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#!/command/with-contenv bash
# shellcheck shell=bash
# Compile YoloV8 ONNX files into ROCm MIGraphX files
OVERRIDE=$(cd /opt/frigate && python3 -c 'import frigate.detectors.plugins.rocm as rocm; print(rocm.auto_override_gfx_version())')
if ! test -z "$OVERRIDE"; then
echo "Using HSA_OVERRIDE_GFX_VERSION=${OVERRIDE}"
export HSA_OVERRIDE_GFX_VERSION=$OVERRIDE
fi
for onnx in /config/model_cache/yolov8/*.onnx
do
mxr="${onnx%.onnx}.mxr"
if ! test -f $mxr; then
echo "processing $onnx into $mxr"
/opt/rocm/bin/migraphx-driver compile $onnx --optimize --gpu --enable-offload-copy --binary -o $mxr
fi
done