Andre
update 1.1
4f48282
# Use the official NVIDIA CUDA image as the base
FROM nvidia/cuda:12.4.0-devel-ubuntu22.04
# Set environment variables
ENV PYTHONUNBUFFERED=1
ENV DEBIAN_FRONTEND=noninteractive
ENV TORCH_CUDA_ARCH_LIST="8.0" # CUDA architecture for Hopper (H100)
# Debug: Print starting message
RUN echo "🚀 Starting Docker build process..."
# Install system dependencies
RUN echo "🔧 Installing system dependencies..." \
&& apt-get update \
&& apt-get install -y \
git \
libglib2.0-0 \
libsm6 \
libxrender1 \
libxext6 \
ffmpeg \
libgl1 \
python3.11 \
python3.11-dev \
python3.11-distutils \
curl \
&& rm -rf /var/lib/apt/lists/* \
&& echo "✅ System dependencies installed."
# Install pip for Python 3.11
RUN echo "📦 Installing pip for Python 3.11..." \
&& curl -sS https://bootstrap.pypa.io/get-pip.py | python3.11 \
&& echo "✅ pip installed."
# Install PyTorch and other dependencies
RUN echo "📦 Installing Python dependencies..." \
&& pip install \
torch==2.5.0 \
transformers==4.44.0 \
accelerate==0.33.0 \
gradio>=4.44.1 \
safetensors==0.4.4 \
pillow==10.3.0 \
invisible_watermark==0.2.0 \
huggingface_hub[hf_transfer]==0.26.2 \
sentencepiece==0.2.0 \
numpy<2 \
&& echo "✅ Python dependencies installed."
# Clone and install diffusers from GitHub
RUN echo "📦 Cloning and installing diffusers from GitHub..." \
&& git clone https://github.com/huggingface/diffusers.git /tmp/diffusers \
&& cd /tmp/diffusers \
&& pip install . \
&& rm -rf /tmp/diffusers \
&& echo "✅ diffusers installed from GitHub."
# Set up cache directories for torch.compile
RUN echo "📦 Setting up cache directories for torch.compile..." \
&& mkdir -p /root/.inductor-cache /root/.nv /root/.triton \
&& echo "✅ Cache directories created."
# Set environment variables for torch.compile
ENV TORCHINDUCTOR_CACHE_DIR=/root/.inductor-cache
ENV TORCHINDUCTOR_FX_GRAPH_CACHE=1
# Set the working directory
WORKDIR /app
# Copy the application code
COPY . /app
# Debug: Print completion message
RUN echo "🎉 Docker build completed successfully!"
# Set the entrypoint
ENTRYPOINT ["python3.11"]