mirror of
https://github.com/TaterTotterson/microWakeWord-Trainer-Nvidia-Docker.git
synced 2026-06-13 04:20:19 -06:00
45 lines
1.6 KiB
Plaintext
45 lines
1.6 KiB
Plaintext
# CUDA + cuDNN userspace from NVIDIA (Ubuntu 22.04)
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FROM nvidia/cuda:12.6.2-cudnn-runtime-ubuntu22.04
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ENV DEBIAN_FRONTEND=noninteractive \
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PYTHONUNBUFFERED=1 \
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PIP_NO_CACHE_DIR=1 \
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PIP_ROOT_USER_ACTION=ignore \
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HF_HUB_DISABLE_SYMLINKS_WARNING=1
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# System deps (+dev headers for building C/C++ extensions)
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RUN apt-get update && apt-get install -y --no-install-recommends \
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python3.10 python3.10-venv python3.10-distutils python3.10-dev python3-pip \
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git wget curl unzip ca-certificates git-lfs \
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build-essential g++ cmake \
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libsndfile1 libsndfile1-dev libffi-dev \
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ffmpeg \
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&& rm -rf /var/lib/apt/lists/*
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# Use python3.10 everywhere
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RUN update-alternatives --install /usr/bin/python python /usr/bin/python3.10 1 \
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&& update-alternatives --install /usr/bin/pip pip /usr/bin/pip3 1
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# Python deps
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# Pre-install numpy (and cython) so native builds (webrtcvad, pymicro_features) have headers ready
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COPY requirements.txt /tmp/requirements.txt
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RUN pip install --upgrade pip \
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&& pip install "numpy==1.26.4" "cython>=0.29.36" \
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&& pip install -r /tmp/requirements.txt
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# Workspace + notebook fallback
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RUN mkdir -p /data
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WORKDIR /data
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COPY microWakeWord_training_notebook.ipynb /root/
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# Startup script (copies default notebook if missing)
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COPY startup.sh /usr/local/bin/startup.sh
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RUN chmod +x /usr/local/bin/startup.sh
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EXPOSE 8888
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# Launch JupyterLab (tokenless for local dev; set a token if you want auth)
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CMD ["/bin/bash", "-lc", "/usr/local/bin/startup.sh && \
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exec jupyter lab --ip=0.0.0.0 --port=8888 --no-browser --allow-root \
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--ServerApp.token='' --ServerApp.password='' --ServerApp.root_dir=/data"] |