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FROM pytorch/pytorch:2.2.2-cuda12.1-cudnn8-devel
WORKDIR /app
# Common system dependencies
RUN apt-get update && apt-get install -y \
libportaudio2 \
libportaudiocpp0 \
portaudio19-dev \
libasound-dev \
libsndfile1-dev \
kmod \
&& rm -rf /var/lib/apt/lists/*
# Conditional CUDA configuration for AMD64 only
ARG TARGETARCH
RUN if [ "$TARGETARCH" = "amd64" ]; then \
apt-get update && apt-get install -y \
ocl-icd-opencl-dev \
libopenblas-dev \
&& rm -rf /var/lib/apt/lists/*; \
fi
# Mac-specific audio fixes
RUN if [ "$TARGETARCH" = "arm64" ]; then \
apt-get update && apt-get install -y \
libomp5 \
libopenblas0-pthread \
&& rm -rf /var/lib/apt/lists/*; \
fi
# Update pip first
RUN pip install --upgrade pip setuptools wheel
# Install base requirements first
RUN pip install numpy==1.26.4
# Install appropriate PyTorch and TorchAudio versions
RUN if [ "$TARGETARCH" = "amd64" ]; then \
pip install torchaudio==2.2.2 --index-url https://download.pytorch.org/whl/cu121; \
else \
pip install torchaudio==2.2.2 --index-url https://download.pytorch.org/whl/cpu; \
fi
# Install remaining requirements
COPY . .
RUN pip install --no-cache-dir -r requirements.txt
EXPOSE 7860
CMD ["python", "app.py"]
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