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Browse files- Dockerfile +15 -10
Dockerfile
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#
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FROM pytorch/pytorch:1.10.0-cuda11.3-cudnn8-runtime
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# Install
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RUN apt-get update && apt-get install -y \
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git \
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wget \
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&& rm -rf /var/lib/apt/lists/*
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# Install Hugging Face Transformers, TorchScript, and
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RUN pip install
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#
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RUN mkdir /models
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WORKDIR /models
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# Meta Sapiens Pose
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RUN git clone https://huggingface.co/facebook/sapiens-pose-1b-torchscript /models/sapiens_pose
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# MotionBERT
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RUN git clone https://huggingface.co/walterzhu/MotionBERT /models/motionbert
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# Copy the inference script
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COPY app.py /app/app.py
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# Expose port for Flask
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EXPOSE 7860
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# Run the
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CMD ["python", "/app/app.py"]
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# Base image with PyTorch and CUDA for GPU support
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FROM pytorch/pytorch:1.10.0-cuda11.3-cudnn8-runtime
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# Install system dependencies
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RUN apt-get update && apt-get install -y \
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git \
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wget \
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&& rm -rf /var/lib/apt/lists/*
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# Install Python packages including Hugging Face Transformers, TorchScript, and Flask
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RUN pip install --no-cache-dir \
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torch \
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torchvision \
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transformers \
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requests \
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Flask # Explicitly add Flask here
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# Create a working directory for model files
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RUN mkdir /models
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WORKDIR /models
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# Download Meta Sapiens Pose model from Hugging Face Hub
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RUN git clone https://huggingface.co/facebook/sapiens-pose-1b-torchscript /models/sapiens_pose
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# Download MotionBERT model from Hugging Face Hub
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RUN git clone https://huggingface.co/walterzhu/MotionBERT /models/motionbert
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# Copy the inference script (app.py) into the container
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COPY app.py /app/app.py
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# Expose the default port for Flask
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EXPOSE 7860
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# Run the Flask app
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CMD ["python", "/app/app.py"]
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