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fix(ml): re-enable ARMNN integration #7053

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merged 1 commit into from
Feb 12, 2024
Merged

fix(ml): re-enable ARMNN integration #7053

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3 changes: 2 additions & 1 deletion machine-learning/Dockerfile
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Original file line number Diff line number Diff line change
Expand Up @@ -52,7 +52,8 @@ ENV LD_LIBRARY_PATH=/opt/armnn
RUN apt-get update && apt-get install -y --no-install-recommends ocl-icd-libopencl1 mesa-opencl-icd && \
rm -rf /var/lib/apt/lists/* && \
mkdir --parents /etc/OpenCL/vendors && \
echo "/usr/lib/libmali.so" > /etc/OpenCL/vendors/mali.icd
echo "/usr/lib/libmali.so" > /etc/OpenCL/vendors/mali.icd && \
mkdir /opt/armnn

COPY --from=builder-armnn \
/opt/armnn/libarmnn.so.?? \
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5 changes: 4 additions & 1 deletion machine-learning/app/models/facial_recognition.py
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Expand Up @@ -28,7 +28,10 @@ def __init__(

def _load(self) -> None:
self.det_model = RetinaFace(session=self._make_session(self.det_file))
self.rec_model = ArcFaceONNX(self.rec_file.as_posix(), session=self._make_session(self.rec_file))
self.rec_model = ArcFaceONNX(
self.rec_file.with_suffix(".onnx").as_posix(),
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Out of curiosity, what was the issue with passing the .armnn path here? Was ArcFaceONNX checking that it exists?

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It analyzes the onnx model to get the input dimensions etc. This requires a file parsable by an onnx parser^^

session=self._make_session(self.rec_file),
)

self.det_model.prepare(
ctx_id=0,
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