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

Author: albertomusumeci

phases/00-setup-and-tooling/07-docker-for-ai/code/Dockerfile

@@ -4,23 +4,26 @@ 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 curl -sS https://bootstrap.pypa.io/get-pip.py | python3.12 \
+ && python -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 \
+    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 \
@@ -40,4 +43,4 @@ VOLUME ["/workspace", "/models"]
 
 EXPOSE 8888
 
-CMD ["python"]
+CMD ["python"]

phases/00-setup-and-tooling/07-docker-for-ai/docs/en.md

@@ -157,23 +157,26 @@ 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 curl -sS https://bootstrap.pypa.io/get-pip.py | python3.12 \
+ && python -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 \
+    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 \