From e38e167b8549f294cb9f931eb04fcb9cf3ed1853 Mon Sep 17 00:00:00 2001 From: carlos Date: Fri, 26 Apr 2024 13:20:53 -0400 Subject: [PATCH] JupiterLabs in Conda+Pytorch --- doc/scheduler-scripting.tex | 67 +++++++++++++++++++++++++++++++++--- doc/speed-manual.pdf | Bin 1915281 -> 1918402 bytes 2 files changed, 62 insertions(+), 5 deletions(-) diff --git a/doc/scheduler-scripting.tex b/doc/scheduler-scripting.tex index cab1f4d..cb09569 100644 --- a/doc/scheduler-scripting.tex +++ b/doc/scheduler-scripting.tex @@ -627,7 +627,7 @@ \subsubsection{Graphical Applications} \end{figure} % ------------------------------------------------------------------------------ -\subsubsection{Jupyter Notebooks} +\subsubsection{Jupyter Notebooks in Singularity} \label{sect:jupyter} This is an example of running Jupyter notebooks together with Singularity @@ -685,8 +685,6 @@ \subsubsection{Jupyter Notebooks} \label{fig:putty1} \end{figure} - - \begin{figure}[htbp] \centering \fbox{\includegraphics{images/putty2}} @@ -694,7 +692,6 @@ \subsubsection{Jupyter Notebooks} \label{fig:putty2} \end{figure} - \begin{figure}[htbp] \centering \fbox{\includegraphics[width=1.00\textwidth]{images/jupyter.png}} @@ -702,6 +699,66 @@ \subsubsection{Jupyter Notebooks} \label{fig:jupyter} \end{figure} +% ------------------------------------------------------------------------------ +\subsubsection{Jupyter Labs in Conda and Pytorch} +\label{sect:jupiterlabs} + +This is an example of Jupyter Labs running in a Conda environment, with Pytorch + +\begin{itemize} +\item +Environment preparation: for the FIRST time: +\begin{enumerate} +\item +Go to your speed-scratch directory: \texttt{cd /speed-scratch/\$USER} +\item +Create a Jupyter (name of your choice) directory: \texttt{mkdir -p Jupyter} +\item +Go to Jupyter: \texttt{cd Jupyter} +\item +Open an Interactive session: \texttt{salloc --mem=50G --gpus=1 -ppg} (or -ppt) +\item +Set env. variables, conda environment, jupyter+pytorch installation +\scriptsize +\begin{verbatim} +module load anaconda3/2023.03/default +setenv TMPDIR /speed-scratch/$USER/tmp +setenv TMP /speed-scratch/$USER/tmp +setenv CONDA_PKGS_DIRS /speed-scratch/$USER/Jupyter/pkgs +conda create -p /speed-scratch/$USER/Jupyter/jupyter-env +conda activate /speed-scratch/$USER/Jupyter/jupyter-env +conda install -c conda-forge jupyterlab +pip3 install torch torchvision torchaudio --index-url https://download.pytorch.org/whl/cu118 +exit +\end{verbatim} +\normalsize +\end{enumerate} +\item +Running Jupyter Labs, from \textbf{speed-submit}: +\begin{enumerate} +\item +Open an Interactive session: \texttt{salloc --mem=50G --gpus=1 -ppg} (or -ppt) +\scriptsize +\begin{verbatim} +cd /speed-scratch/$USER/Jupyter +module load anaconda3/2023.03/default +setenv TMPDIR /speed-scratch/$USER/tmp +setenv TMP /speed-scratch/$USER/tmp +setenv CONDA_PKGS_DIRS /speed-scratch/$USER/Jupyter/pkgs +conda activate /speed-scratch/$USER/Jupyter/jupyter-env +jupyter lab --no-browser --notebook-dir=$PWD --ip="*" --port=8888 --port-retries=50 +\end{verbatim} +\normalsize +\item +Verify which port the system has assigned to Jupyter: +\texttt{http://localhost:XXXX/lab?token=} +\item +SSH Tunnel creation: similar to Jupyter in Singularity, see \xs{sect:jupyter} +\item +Open a browser and type: \texttt {localhost:XXXX} (port assigned) +\end{enumerate} +\end{itemize} + % ------------------------------------------------------------------------------ \subsubsection{VScode} \label{sect:vscode} @@ -742,7 +799,7 @@ \subsubsection{VScode} \end{verbatim} \normalsize \item -Tunnel ssh creation: similar to Jupyter, see \xs{sect:jupyter} +SSH Tunnel creation: similar to Jupyter, see \xs{sect:jupyter} \item Open a browser and type: \texttt {localhost:8080} \item diff --git a/doc/speed-manual.pdf b/doc/speed-manual.pdf index 3b9010b28c36308658df97e241c0fdb8d6567276..0c0c616ae6570a3847773b0a2870784c67bd19d3 100644 GIT binary patch delta 139578 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