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Dockerfile
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FROM pytorch/pytorch:2.0.1-cuda11.7-cudnn8-runtime
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# Set environment variables
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ENV DEBIAN_FRONTEND=noninteractive
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ENV PYTHONUNBUFFERED=1
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ENV HF_HOME=/app/.cache/huggingface
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ENV TRANSFORMERS_CACHE=/app/.cache/huggingface/transformers
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ENV PYTORCH_CUDA_ALLOC_CONF=max_split_size_mb:128
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# Create necessary directories with proper permissions
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RUN mkdir -p /app/.cache/huggingface/transformers && \
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chmod -R 777 /app
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# Install system dependencies
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RUN apt-get update && apt-get install -y --no-install-recommends \
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build-essential \
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git \
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curl \
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ca-certificates \
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python3-pip \
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python3-dev \
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&& rm -rf /var/lib/apt/lists/*
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# Create a working directory
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WORKDIR /app
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# Install core requirements
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COPY requirements.txt .
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RUN pip3 install --no-cache-dir --upgrade pip && \
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pip3 install --no-cache-dir -r requirements.txt
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# Install additional dependencies specifically for InternViT
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RUN pip3 install --no-cache-dir transformers==4.37.2 timm==0.9.11 accelerate==0.30.0 safetensors==0.4.1
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# Copy the application
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COPY simple_internvit_test.py .
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# Add a script to check GPU status and run the app
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RUN echo '#!/bin/bash \n\
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echo "Checking NVIDIA GPU status..." \n\
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if ! command -v nvidia-smi &> /dev/null; then \n\
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echo "WARNING: nvidia-smi command not found. NVIDIA driver might not be installed." \n\
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else \n\
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echo "NVIDIA driver found. Running nvidia-smi:" \n\
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nvidia-smi \n\
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fi \n\
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echo "Environment variables:" \n\
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echo "CUDA_VISIBLE_DEVICES=${CUDA_VISIBLE_DEVICES}" \n\
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echo "NVIDIA_VISIBLE_DEVICES=${NVIDIA_VISIBLE_DEVICES}" \n\
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echo "PYTORCH_CUDA_ALLOC_CONF=${PYTORCH_CUDA_ALLOC_CONF}" \n\
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echo "\nStarting app..." \n\
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exec "$@"' > /entrypoint.sh && \
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chmod +x /entrypoint.sh
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# Expose port 7860 for Gradio
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EXPOSE 7860
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# Use our entrypoint script
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ENTRYPOINT ["/entrypoint.sh"]
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# Start the application
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CMD ["python3", "simple_internvit_test.py"]
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