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FROM pytorch/pytorch:2.0.1-cuda11.7-cudnn8-runtime
# Set working directory
WORKDIR /app
# Verify Python version meets requirements (>=3.9.0, <3.12)
RUN python --version
# Install system dependencies
RUN apt-get update && apt-get install -y \
git \
libsndfile1 \
build-essential \
&& rm -rf /var/lib/apt/lists/*
# Install Cython first (crucial for building extensions)
RUN pip install --no-cache-dir Cython packaging
# Clone the repository
RUN git clone https://github.com/PranavDBhat/LIMMITS-24-Coquiai.git /app/LIMMITS-24-Coquiai
# Install only the main requirements (not dev/notebooks requirements)
# This directly uses the requirements.txt file from the repository
RUN cd /app/LIMMITS-24-Coquiai && \
pip install --no-cache-dir -r requirements.txt
# Install the package in development mode
# This will build the Cython extensions
RUN cd /app/LIMMITS-24-Coquiai && \
pip install -e .
# Create directories for models, input, and output
RUN mkdir -p /app/models /app/data/input /app/data/output
# Copy the inference script
COPY infer.py /app/
# Set the entrypoint to run the inference script
ENTRYPOINT ["python", "infer.py"]
# Default command (can be overridden)
CMD ["--help"] |