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fix(phase-00/07): fix Python 3.12 pip bootstrap and update PyTorch to 2.5.1 #250

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fix(phase-00/07): fix Python 3.12 pip bootstrap and update PyTorch to 2.5.1 #250

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31 changes: 17 additions & 14 deletions phases/00-setup-and-tooling/07-docker-for-ai/code/Dockerfile
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Original file line number Diff line number Diff line change
Expand Up @@ -4,26 +4,29 @@ ENV DEBIAN_FRONTEND=noninteractive
ENV PYTHONUNBUFFERED=1

RUN apt-get update && apt-get install -y --no-install-recommends \
python3.12 \
python3.12-venv \
python3.12-dev \
python3-pip \
git \
curl \
build-essential \
software-properties-common \
&& add-apt-repository ppa:deadsnakes/ppa \
&& apt-get update && apt-get install -y --no-install-recommends \
python3.12 \
python3.12-venv \
python3.12-dev \
git \
curl \
build-essential \
&& rm -rf /var/lib/apt/lists/*

RUN update-alternatives --install /usr/bin/python python /usr/bin/python3.12 1

RUN python -m pip install --no-cache-dir --upgrade pip setuptools wheel
RUN python3.12 -m ensurepip --upgrade \
&& python3.12 -m pip install --no-cache-dir --upgrade pip setuptools wheel

RUN python -m pip install --no-cache-dir \
torch==2.3.1 \
torchvision==0.18.1 \
torchaudio==2.3.1 \
RUN python3.12 -m pip install --no-cache-dir \
torch==2.5.1 \
torchvision==0.20.1 \
torchaudio==2.5.1 \
--index-url https://download.pytorch.org/whl/cu124

RUN python -m pip install --no-cache-dir \
RUN python3.12 -m pip install --no-cache-dir --ignore-installed blinker \
numpy \
pandas \
scikit-learn \
Expand All @@ -40,4 +43,4 @@ VOLUME ["/workspace", "/models"]

EXPOSE 8888

CMD ["python"]
CMD ["python3.12"]
31 changes: 17 additions & 14 deletions phases/00-setup-and-tooling/07-docker-for-ai/docs/en.md
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Expand Up @@ -157,26 +157,29 @@ ENV DEBIAN_FRONTEND=noninteractive
ENV PYTHONUNBUFFERED=1

RUN apt-get update && apt-get install -y --no-install-recommends \
python3.12 \
python3.12-venv \
python3.12-dev \
python3-pip \
git \
curl \
build-essential \
software-properties-common \
&& add-apt-repository ppa:deadsnakes/ppa \
&& apt-get update && apt-get install -y --no-install-recommends \
python3.12 \
python3.12-venv \
python3.12-dev \
git \
curl \
build-essential \
&& rm -rf /var/lib/apt/lists/*

RUN update-alternatives --install /usr/bin/python python /usr/bin/python3.12 1

RUN python -m pip install --no-cache-dir --upgrade pip setuptools wheel
RUN python3.12 -m ensurepip --upgrade \
&& python3.12 -m pip install --no-cache-dir --upgrade pip setuptools wheel

RUN python -m pip install --no-cache-dir \
torch==2.3.1 \
torchvision==0.18.1 \
torchaudio==2.3.1 \
RUN python3.12 -m pip install --no-cache-dir \
torch==2.5.1 \
torchvision==0.20.1 \
torchaudio==2.5.1 \
--index-url https://download.pytorch.org/whl/cu124

RUN python -m pip install --no-cache-dir \
RUN python3.12 -m pip install --no-cache-dir --ignore-installed blinker \
numpy \
pandas \
scikit-learn \
Expand All @@ -193,7 +196,7 @@ VOLUME ["/workspace", "/models"]

EXPOSE 8888

CMD ["python"]
CMD ["python3.12"]
```

Build it:
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