Accelerated Python: Install newer versions of ncu and nsys.

Author: brycelelbach

tutorials/accelerated-python/brev/dockerfile

@@ -29,6 +29,15 @@ RUN apt-get update -y \
  && apt-get clean -y \
  && rm -rf /var/lib/apt/lists/*
 
+# Install Nsight Systems and Nsight Compute.
+RUN curl -L -O https://developer.nvidia.com/downloads/assets/tools/secure/nsight-systems/2025_3/NsightSystems-linux-cli-public-2025.3.1.90-3582212.deb \
+ && dpkg -i NsightSystems-linux-cli-public-2025.3.1.90-3582212.deb \
+ && rm -f NsightSystems-linux-cli-public-2025.3.1.90-3582212.deb \
+ && curl -L -O https://developer.download.nvidia.com/compute/cuda/repos/debian12/x86_64/nsight-compute-2025.2.1_2025.2.1.3-1_amd64.deb \
+ && dpkg -i nsight-compute-2025.2.1_2025.2.1.3-1_amd64.deb \
+ && rm -f nsight-compute-2025.2.1_2025.2.1.3-1_amd64.deb \
+ && update-alternatives --install /usr/bin/ncu ncu /opt/nvidia/nsight-compute/2025.2.1/ncu 20250201
+
 # Install PyTorch with CUDA 12.8 support.
 RUN pip install --no-cache-dir --root-user-action=ignore \
     --index-url https://download.pytorch.org/whl/cu128 \