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Browse files- Dockerfile +11 -15
Dockerfile
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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 and
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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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git-lfs \
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&& rm -rf /var/lib/apt/lists/*
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# Install Python packages including Hugging Face Transformers 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
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# Set Hugging Face cache to a writable directory
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ENV TRANSFORMERS_CACHE=/
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RUN mkdir -p /
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#
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RUN mkdir -p /models/sapiens_pose /models/motionbert
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# Download Meta Sapiens Pose model
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RUN
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git clone https://huggingface.co/facebook/sapiens-pose-1b-torchscript /models/sapiens_pose && \
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ls /models/sapiens_pose # List contents to verify download
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# Download MotionBERT model
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RUN
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ls /models/motionbert # List contents to verify download
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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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# 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 and Hugging Face CLI
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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[cli] \
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requests \
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Flask
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# Set Hugging Face cache to a guaranteed writable directory
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ENV TRANSFORMERS_CACHE=/tmp/cache
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RUN mkdir -p /tmp/cache
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# Download models using Hugging Face CLI and place them in specified directories
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RUN mkdir -p /models/sapiens_pose /models/motionbert
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# Download Meta Sapiens Pose model to /models/sapiens_pose
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RUN transformers-cli download facebook/sapiens-pose-1b-torchscript -d /models/sapiens_pose
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# Download MotionBERT model to /models/motionbert
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RUN transformers-cli download walterzhu/MotionBERT -d /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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