0391696552
* Added support for ROCm 6.4 * Update README.md with information about ROCm support --------- Co-authored-by: Kamil Andrusz <kamil@woospeedup.com>
50 lines
1.3 KiB
Text
50 lines
1.3 KiB
Text
FROM rocm/dev-ubuntu-22.04:latest
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# Set non-interactive frontend
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ENV DEBIAN_FRONTEND=noninteractive
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# Install Python and other dependencies
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RUN apt-get update && apt-get install -y \
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python3.10 \
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python3-pip \
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python3-venv \
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libsndfile1 \
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ffmpeg \
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portaudio19-dev \
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libjpeg-dev \
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python3-dev \
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&& apt-get install python3-wheel python3-setuptools \
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&& apt-get clean && rm -rf /var/lib/apt/lists/*
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# Create non-root user and set up directories
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RUN useradd -m -u 1001 appuser && \
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mkdir -p /app/outputs /app && \
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chown -R appuser:appuser /app
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USER appuser
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WORKDIR /app
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# Copy dependency files
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COPY --chown=appuser:appuser requirements.txt ./requirements.txt
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# Create and activate virtual environment
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RUN python3 -m venv /app/venv
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ENV PATH="/app/venv/bin:$PATH"
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# Install PyTorch with ROCm support and other dependencies
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RUN pip3 install --no-cache-dir --pre torch torchvision torchaudio --index-url https://download.pytorch.org/whl/nightly/rocm6.4/ && \
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pip3 install --no-cache-dir -r requirements.txt
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# Copy project files
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COPY --chown=appuser:appuser . .
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# Set environment variables
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ENV PYTHONUNBUFFERED=1 \
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PYTHONPATH=/app \
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USE_GPU=true
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# Expose the port
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EXPOSE 5005
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# Run FastAPI server with uvicorn
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CMD ["uvicorn", "app:app", "--host", "0.0.0.0", "--port", "5005", "--workers", "1"]
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