FROM nvidia/cuda:12.2.2-cudnn8-runtime-ubuntu22.04

ENV DEBIAN_FRONTEND=noninteractive
ENV PYTHONUNBUFFERED=1
ENV PIP_NO_CACHE_DIR=1

RUN apt-get update && apt-get install -y \
    python3.10 \
    python3.10-venv \
    python3-pip \
    git \
    ffmpeg \
    sox \
    libsndfile1 \
    libgl1 \
    ca-certificates \
    && rm -rf /var/lib/apt/lists/*

RUN ln -sf /usr/bin/python3.10 /usr/bin/python
RUN python -m pip install --upgrade pip setuptools wheel

WORKDIR /app

COPY requirements.txt .
RUN pip install --no-cache-dir -r requirements.txt

COPY . .

RUN chmod +x training.sh

CMD ["bash", "training.sh"]