File size: 900 Bytes
4b0b144 | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 | FROM nvidia/cuda:12.1.1-cudnn8-runtime-ubuntu22.04
ENV DEBIAN_FRONTEND=noninteractive
ENV PYTHONUNBUFFERED=1
RUN apt-get update && apt-get install -y --no-install-recommends \
python3 python3-pip python3-dev \
git ffmpeg libsndfile1 \
build-essential g++ \
&& rm -rf /var/lib/apt/lists/*
RUN ln -sf /usr/bin/python3 /usr/bin/python
WORKDIR /app
# Install PyTorch with CUDA 12.1
RUN pip install --no-cache-dir \
torch==2.5.1 torchaudio==2.5.1 \
--index-url https://download.pytorch.org/whl/cu121
COPY requirements.txt .
RUN pip install --no-cache-dir -r requirements.txt
COPY app.py .
# Pre-download model weights
RUN python -c "from sonics import HFAudioClassifier; HFAudioClassifier.from_pretrained('awsaf49/sonics-spectttra-alpha-120s')"
EXPOSE 8003
RUN adduser --disabled-password --gecos '' appuser
USER appuser
ENV PRELOAD_MODEL=true
CMD ["python", "app.py"]
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