2024-02-04 12:52:27 +01:00
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#!/command/with-contenv bash
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# shellcheck shell=bash
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# Compile YoloV8 ONNX files into ROCm MIGraphX files
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2024-02-04 14:32:08 +01:00
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OVERRIDE=$(cd /opt/frigate && python3 -c 'import frigate.detectors.plugins.rocm as rocm; print(rocm.auto_override_gfx_version())')
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if ! test -z "$OVERRIDE"; then
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echo "Using HSA_OVERRIDE_GFX_VERSION=${OVERRIDE}"
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export HSA_OVERRIDE_GFX_VERSION=$OVERRIDE
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fi
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2024-02-04 12:52:27 +01:00
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for onnx in /config/model_cache/yolov8/*.onnx
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do
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mxr="${onnx%.onnx}.mxr"
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if ! test -f $mxr; then
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echo "processing $onnx into $mxr"
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/opt/rocm/bin/migraphx-driver compile $onnx --optimize --gpu --enable-offload-copy --binary -o $mxr
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fi
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done
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