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Docker layer reorganization 2 (#362)
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@ -5,15 +5,14 @@
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# Start FROM NVIDIA PyTorch image https://ngc.nvidia.com/catalog/containers/nvidia:pytorch
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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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FROM nvcr.io/nvidia/pytorch:22.12-py3
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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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# Remove torch nightly and install torch stable
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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 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 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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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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# Install linux packages
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# Install linux packages
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RUN apt update && apt install --no-install-recommends -y zip htop screen libgl1-mesa-glx
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RUN apt update && apt install --no-install-recommends -y zip htop screen libgl1-mesa-glx
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@ -36,7 +35,7 @@ ENV OMP_NUM_THREADS=1
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# Usage Examples -------------------------------------------------------------------------------------------------------
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# Usage Examples -------------------------------------------------------------------------------------------------------
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# Build and Push
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# Build and Push
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# t=ultralytics/ultralytics:latest && sudo docker build -f utils/docker/Dockerfile -t $t . && sudo docker push $t
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# t=ultralytics/ultralytics:latest && sudo docker build -f docker/Dockerfile -t $t . && sudo docker push $t
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# Pull and Run
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# Pull and Run
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# t=ultralytics/ultralytics:latest && sudo docker pull $t && sudo docker run -it --ipc=host --gpus all $t
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# t=ultralytics/ultralytics:latest && sudo docker pull $t && sudo docker run -it --ipc=host --gpus all $t
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@ -27,8 +27,10 @@ RUN git clone https://github.com/ultralytics/ultralytics /usr/src/ultralytics
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COPY requirements.txt .
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COPY requirements.txt .
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RUN python3 -m pip install --upgrade pip wheel
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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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RUN pip install --no-cache ultralytics gsutil notebook \
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tensorflow-aarch64 onnx onnx-simplifier onnxruntime coremltools openvino-dev
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tensorflow-aarch64
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# tensorflowjs \
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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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# Cleanup
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ENV DEBIAN_FRONTEND teletype
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ENV DEBIAN_FRONTEND teletype
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@ -37,7 +39,7 @@ ENV DEBIAN_FRONTEND teletype
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# Usage Examples -------------------------------------------------------------------------------------------------------
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# Usage Examples -------------------------------------------------------------------------------------------------------
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# Build and Push
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# Build and Push
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# t=ultralytics/ultralytics:latest-arm64 && sudo docker build --platform linux/arm64 -f utils/docker/Dockerfile-arm64 -t $t . && sudo docker push $t
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# t=ultralytics/ultralytics:latest-arm64 && sudo docker build --platform linux/arm64 -f docker/Dockerfile-arm64 -t $t . && sudo docker push $t
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# Pull and Run
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# Pull and Run
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# t=ultralytics/ultralytics:latest-arm64 && sudo docker pull $t && sudo docker run -it --ipc=host -v "$(pwd)"/datasets:/usr/src/datasets $t
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# t=ultralytics/ultralytics:latest-arm64 && sudo docker pull $t && sudo docker run -it --ipc=host -v "$(pwd)"/datasets:/usr/src/datasets $t
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@ -27,9 +27,8 @@ RUN git clone https://github.com/ultralytics/ultralytics /usr/src/ultralytics
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COPY requirements.txt .
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COPY requirements.txt .
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RUN python3 -m pip install --upgrade pip wheel
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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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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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coremltools onnx onnx-simplifier onnxruntime tensorflow-cpu \
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openvino-dev \
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# openvino-dev tensorflowjs \
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# tensorflowjs \
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--extra-index-url https://download.pytorch.org/whl/cpu
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--extra-index-url https://download.pytorch.org/whl/cpu
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# Cleanup
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# Cleanup
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@ -39,7 +38,7 @@ ENV DEBIAN_FRONTEND teletype
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# Usage Examples -------------------------------------------------------------------------------------------------------
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# Usage Examples -------------------------------------------------------------------------------------------------------
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# Build and Push
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# Build and Push
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# t=ultralytics/ultralytics:latest-cpu && sudo docker build -f utils/docker/Dockerfile-cpu -t $t . && sudo docker push $t
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# t=ultralytics/ultralytics:latest-cpu && sudo docker build -f docker/Dockerfile-cpu -t $t . && sudo docker push $t
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# Pull and Run
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# Pull and Run
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# t=ultralytics/ultralytics:latest-cpu && sudo docker pull $t && sudo docker run -it --ipc=host -v "$(pwd)"/datasets:/usr/src/datasets $t
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# t=ultralytics/ultralytics:latest-cpu && sudo docker pull $t && sudo docker run -it --ipc=host -v "$(pwd)"/datasets:/usr/src/datasets $t
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