FROM python:3.12

# Install system dependencies
RUN apt-get update && apt-get install -y \
    build-essential \
    libgl1-mesa-glx \
    git \
    wget

# Install Python dependencies
RUN pip install --no-cache-dir \
    torch \
    torchvision \
    torchaudio \
    gradio \
    tqdm \
    pillow \
    numpy

# Clone the repository and set up the model
RUN git clone https://github.com/NVlabs/stylegan2-ada-pytorch.git /stylegan2-ada-pytorch

# Create the /app directory
RUN mkdir /app

# Copy application files to the /app directory
COPY app.py /app/app.py
COPY train.py /app/train.py
COPY ffhq.pkl /app/ffhq.pkl

WORKDIR /app

# Set the entrypoint
ENTRYPOINT ["python", "app.py"]