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Reorder Dockerfile for reduced rebuilding (#358)
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@ -4,7 +4,12 @@
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# Start FROM NVIDIA PyTorch image https://ngc.nvidia.com/catalog/containers/nvidia:pytorch
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FROM nvcr.io/nvidia/pytorch:22.12-py3
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# Remove torch nightly and install torch stable
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RUN rm -rf /opt/pytorch # remove 1.2GB dir
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RUN pip uninstall -y torchtext torch torchvision
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RUN pip cache purge
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RUN pip install --no-cache torch torchvision
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# Downloads to user config dir
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ADD https://ultralytics.com/assets/Arial.ttf https://ultralytics.com/assets/Arial.Unicode.ttf /root/.config/Ultralytics/
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@ -22,10 +27,7 @@ RUN git clone https://github.com/ultralytics/ultralytics /usr/src/ultralytics
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# Install pip packages
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RUN python -m pip install --upgrade pip wheel
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RUN pip uninstall -y Pillow torchtext torch torchvision
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RUN pip install --no-cache ultralytics albumentations comet gsutil notebook Pillow>=9.1.0 \
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'opencv-python<4.6.0.66' \
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--extra-index-url https://download.pytorch.org/whl/cu113
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RUN pip install --no-cache ultralytics albumentations comet gsutil notebook 'opencv-python<4.6.0.66'
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# Set environment variables
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ENV OMP_NUM_THREADS=1
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@ -27,10 +27,8 @@ RUN git clone https://github.com/ultralytics/ultralytics /usr/src/ultralytics
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COPY requirements.txt .
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RUN python3 -m pip install --upgrade pip wheel
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RUN pip install --no-cache ultralytics gsutil notebook \
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tensorflow-aarch64
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tensorflow-aarch64 onnx onnx-simplifier onnxruntime coremltools openvino-dev
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# tensorflowjs \
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# onnx onnx-simplifier onnxruntime \
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# coremltools openvino-dev \
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# Cleanup
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ENV DEBIAN_FRONTEND teletype
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@ -28,7 +28,8 @@ COPY requirements.txt .
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RUN python3 -m pip install --upgrade pip wheel
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RUN pip install --no-cache ultralytics albumentations gsutil notebook \
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coremltools onnx onnx-simplifier onnxruntime tensorflow-cpu tensorflowjs \
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# openvino-dev \
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openvino-dev \
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# tensorflowjs \
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--extra-index-url https://download.pytorch.org/whl/cpu
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# Cleanup
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