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<!DOCTYPE html> <html class="writer-html5" lang="en" > <head> <meta charset="utf-8" /> <meta name="viewport" content="width=device-width, initial-scale=1.0" /> <title>SATORI: Getting Started Documentation for Early Access (EA) — MIT Satori User Documentation documentation</title> <link rel="stylesheet" href="_static/css/theme.css" type="text/css" /> <link rel="stylesheet" href="_static/pygments.css" type="text/css" /> <link rel="canonical" href="https://researchcomputing.mit.edu/README.html"/> <!--[if lt IE 9]> <script src="_static/js/html5shiv.min.js"></script> <![endif]--> <script type="text/javascript" id="documentation_options" data-url_root="./" src="_static/documentation_options.js"></script> <script src="_static/jquery.js"></script> <script src="_static/underscore.js"></script> <script src="_static/doctools.js"></script> <script type="text/javascript" src="_static/js/theme.js"></script> <link rel="index" title="Index" href="genindex.html" /> <link rel="search" title="Search" href="search.html" /> </head> <body class="wy-body-for-nav"> <div class="wy-grid-for-nav"> <nav data-toggle="wy-nav-shift" class="wy-nav-side"> <div class="wy-side-scroll"> <div class="wy-side-nav-search" > <a href="index.html" class="icon icon-home"> MIT Satori User Documentation </a> <div role="search"> <form id="rtd-search-form" class="wy-form" action="search.html" method="get"> <input type="text" name="q" placeholder="Search docs" /> <input type="hidden" name="check_keywords" value="yes" /> <input type="hidden" name="area" value="default" /> </form> </div> </div> <div class="wy-menu wy-menu-vertical" data-spy="affix" role="navigation" aria-label="main navigation"> <ul> <li class="toctree-l1"><a class="reference internal" href="satori-basics.html">Satori Basics</a><ul> <li class="toctree-l2"><a class="reference internal" href="satori-basics.html#what-is-satori">What is Satori?</a></li> <li class="toctree-l2"><a class="reference internal" href="satori-basics.html#how-can-i-get-an-account">How can I get an account?</a></li> <li class="toctree-l2"><a class="reference internal" href="satori-basics.html#getting-help">Getting help?</a></li> </ul> </li> <li class="toctree-l1"><a class="reference internal" href="satori-ssh.html">Satori Login</a><ul> <li class="toctree-l2"><a class="reference internal" href="satori-ssh.html#web-portal-login">Web Portal Login</a></li> <li class="toctree-l2"><a class="reference internal" href="satori-ssh.html#ssh-login">SSH Login</a></li> </ul> </li> <li class="toctree-l1"><a class="reference internal" href="satori-getting-started.html">Starting up on Satori</a><ul> <li class="toctree-l2"><a class="reference internal" href="satori-getting-started.html#getting-your-account">Getting Your Account</a></li> <li class="toctree-l2"><a class="reference internal" href="satori-getting-started.html#shared-hpc-clusters">Shared HPC Clusters</a></li> <li class="toctree-l2"><a class="reference internal" href="satori-getting-started.html#logging-in-to-satori">Logging in to Satori</a></li> <li class="toctree-l2"><a class="reference internal" href="satori-getting-started.html#the-satori-portal">The Satori Portal</a></li> <li class="toctree-l2"><a class="reference internal" href="satori-getting-started.html#setting-up-your-environment">Setting up Your Environment</a></li> <li class="toctree-l2"><a class="reference internal" href="satori-getting-started.html#transferring-files">Transferring Files</a><ul> <li class="toctree-l3"><a class="reference internal" href="satori-getting-started.html#using-scp-or-rysnc">Using scp or rysnc</a></li> <li class="toctree-l3"><a class="reference internal" href="satori-getting-started.html#satori-portal-file-explorer">Satori Portal File Explorer</a></li> </ul> </li> <li class="toctree-l2"><a class="reference internal" href="satori-getting-started.html#types-of-jobs">Types of Jobs</a><ul> <li class="toctree-l3"><a class="reference internal" href="satori-getting-started.html#running-interactive-jobs">Running Interactive Jobs</a></li> <li class="toctree-l3"><a class="reference internal" href="satori-getting-started.html#running-batch-jobs">Running Batch Jobs</a></li> </ul> </li> </ul> </li> <li class="toctree-l1"><a class="reference internal" href="satori-training.html">Training for faster onboarding in the system HW and SW architecture</a></li> <li class="toctree-l1"><a class="reference internal" href="satori-workload-manager-using-slurm.html">Running your AI training jobs on Satori using Slurm</a><ul> <li class="toctree-l2"><a class="reference internal" href="satori-workload-manager-using-slurm.html#a-note-on-exclusivity">A Note on Exclusivity</a></li> <li class="toctree-l2"><a class="reference internal" href="satori-workload-manager-using-slurm.html#interactive-jobs">Interactive Jobs</a></li> <li class="toctree-l2"><a class="reference internal" href="satori-workload-manager-using-slurm.html#batch-scripts">Batch Scripts</a><ul> <li class="toctree-l3"><a class="reference internal" href="satori-workload-manager-using-slurm.html#monitoring-jobs">Monitoring Jobs</a></li> <li class="toctree-l3"><a class="reference internal" href="satori-workload-manager-using-slurm.html#canceling-jobs">Canceling Jobs</a></li> <li class="toctree-l3"><a class="reference internal" href="satori-workload-manager-using-slurm.html#scheduling-policy">Scheduling Policy</a></li> <li class="toctree-l3"><a class="reference internal" href="satori-workload-manager-using-slurm.html#batch-queue-policy">Batch Queue Policy</a></li> <li class="toctree-l3"><a class="reference internal" href="satori-workload-manager-using-slurm.html#queue-policies">Queue Policies</a></li> <li class="toctree-l3"><a class="reference internal" href="satori-workload-manager-using-slurm.html#running-jobs-in-series">Running jobs in series</a></li> <li class="toctree-l3"><a class="reference internal" href="satori-workload-manager-using-slurm.html#note-on-pytorch-1-4">Note on Pytorch 1.4</a></li> </ul> </li> </ul> </li> <li class="toctree-l1"><a class="reference internal" href="satori-troubleshooting.html">Troubleshooting</a></li> <li class="toctree-l1"><a class="reference internal" href="satori-ai-frameworks.html">IBM Watson Machine Learning Community Edition (WML-CE) and Open Cognitive Environment (Open-CE)</a><ul> <li class="toctree-l2"><a class="reference internal" href="satori-ai-frameworks.html#install-anaconda">[1] Install Anaconda</a></li> <li class="toctree-l2"><a class="reference internal" href="satori-ai-frameworks.html#wml-ce-and-open-ce-setting-up-the-software-repository">[2] WML-CE and Open-CE: Setting up the software repository</a></li> <li class="toctree-l2"><a class="reference internal" href="satori-ai-frameworks.html#wml-ce-and-open-ce-creating-and-activate-conda-environments-recommended">[3] WML-CE and Open-CE: Creating and activate conda environments (recommended)</a></li> <li class="toctree-l2"><a class="reference internal" href="satori-ai-frameworks.html#wml-ce-installing-all-frameworks-at-the-same-time">[4] WML-CE: Installing all frameworks at the same time</a></li> <li class="toctree-l2"><a class="reference internal" href="satori-ai-frameworks.html#wml-ce-testing-ml-dl-frameworks-pytorch-tensorflow-etc-installation">[5] WML-CE: Testing ML/DL frameworks (Pytorch, TensorFlow etc) installation</a><ul> <li class="toctree-l3"><a class="reference internal" href="satori-ai-frameworks.html#controlling-wml-ce-release-packages">Controlling WML-CE release packages</a></li> <li class="toctree-l3"><a class="reference internal" href="satori-ai-frameworks.html#additional-conda-channels">Additional conda channels</a></li> </ul> </li> <li class="toctree-l2"><a class="reference internal" href="satori-ai-frameworks.html#the-wml-ce-supplementary-channel-is-available-at-https-anaconda-org-powerai">The WML CE Supplementary channel is available at: https://anaconda.org/powerai/.</a></li> <li class="toctree-l2"><a class="reference internal" href="satori-ai-frameworks.html#the-wml-ce-early-access-channel-is-available-at-https-public-dhe-ibm-com-ibmdl-export-pub-software-server-ibm-ai-conda-early-access">The WML-CE Early Access channel is available at: https://public.dhe.ibm.com/ibmdl/export/pub/software/server/ibm-ai/conda-early-access/.</a></li> </ul> </li> <li class="toctree-l1"><a class="reference internal" href="satori-distributed-deeplearning.html">Distributed Deep Learning</a></li> <li class="toctree-l1"><a class="reference internal" href="satori-large-model-support.html">IBM Large Model Support (LMS)</a></li> <li class="toctree-l1"><a class="reference internal" href="satori-julia.html">Julia on Satori</a><ul> <li class="toctree-l2"><a class="reference internal" href="satori-julia.html#getting-started">Getting started</a></li> <li class="toctree-l2"><a class="reference internal" href="satori-julia.html#getting-help">Getting help?</a></li> <li class="toctree-l2"><a class="reference internal" href="satori-julia.html#a-simple-batch-script-example">A simple batch script example</a></li> <li class="toctree-l2"><a class="reference internal" href="satori-julia.html#recipe-for-running-single-gpu-single-threaded-interactive-session-with-cuda-aware-mpi">Recipe for running single GPU, single threaded interactive session with CUDA aware MPI</a></li> <li class="toctree-l2"><a class="reference internal" href="satori-julia.html#running-a-multi-process-julia-program-somewhat-interactively">Running a multi-process julia program somewhat interactively</a></li> <li class="toctree-l2"><a class="reference internal" href="satori-julia.html#an-example-of-installing-https-github-com-clima-climatemachine-jl-on-satori">An example of installing https://github.com/clima/climatemachine.jl on Satori</a></li> </ul> </li> <li class="toctree-l1"><a class="reference internal" href="satori-R.html">R on Satori</a><ul> <li class="toctree-l2"><a class="reference internal" href="satori-R.html#getting-started-with-r">Getting Started with R</a></li> <li class="toctree-l2"><a class="reference internal" href="satori-R.html#installing-packages">Installing Packages</a></li> <li class="toctree-l2"><a class="reference internal" href="satori-R.html#a-simple-batch-script-example">A Simple Batch Script Example</a></li> <li class="toctree-l2"><a class="reference internal" href="satori-R.html#r-and-python">R and Python</a></li> <li class="toctree-l2"><a class="reference internal" href="satori-R.html#running-r-in-a-container">Running R in a container</a></li> </ul> </li> <li class="toctree-l1"><a class="reference internal" href="satori-cuda-aware-mpi.html">Using MPI and CUDA on Satori</a><ul> <li class="toctree-l2"><a class="reference internal" href="satori-cuda-aware-mpi.html#getting-started">Getting started</a></li> <li class="toctree-l2"><a class="reference internal" href="satori-cuda-aware-mpi.html#compiling">Compiling</a></li> <li class="toctree-l2"><a class="reference internal" href="satori-cuda-aware-mpi.html#submiting-a-batch-script">Submiting a batch script</a><ul> <li class="toctree-l3"><a class="reference internal" href="satori-cuda-aware-mpi.html#batch-script-header">Batch script header</a></li> <li class="toctree-l3"><a class="reference internal" href="satori-cuda-aware-mpi.html#assigning-gpus-to-mpi-ranks">Assigning GPUs to MPI ranks</a></li> <li class="toctree-l3"><a class="reference internal" href="satori-cuda-aware-mpi.html#running-the-mpi-program-within-the-batch-script">Running the MPI program within the batch script</a></li> </ul> </li> <li class="toctree-l2"><a class="reference internal" href="satori-cuda-aware-mpi.html#a-complete-example-slurm-batch-script">A complete example SLURM batch script</a></li> <li class="toctree-l2"><a class="reference internal" href="satori-cuda-aware-mpi.html#using-alternate-mpi-builds">Using alternate MPI builds</a></li> </ul> </li> <li class="toctree-l1"><a class="reference internal" href="lsf-templates/satori-lsf-ml-examples.html">Example machine learning LSF jobs</a><ul> <li class="toctree-l2"><a class="reference internal" href="lsf-templates/satori-lsf-ml-examples.html#a-single-node-4-gpu-keras-example">A single node, 4 GPU Keras example</a></li> <li class="toctree-l2"><a class="reference internal" href="lsf-templates/satori-lsf-ml-examples.html#a-single-node-4-gpu-caffe-example">A single node, 4 GPU Caffe example</a></li> <li class="toctree-l2"><a class="reference internal" href="lsf-templates/satori-lsf-ml-examples.html#a-multi-node-pytorch-example">A multi-node, pytorch example</a></li> <li class="toctree-l2"><a class="reference internal" href="lsf-templates/satori-lsf-ml-examples.html#a-multi-node-pytorch-example-with-the-horovod-conda-environment">A multi-node, pytorch example with the horovod conda environment</a></li> </ul> </li> <li class="toctree-l1"><a class="reference internal" href="satori-howto-videos.html">Satori Howto Video Sessions</a><ul> <li class="toctree-l2"><a class="reference internal" href="satori-howto-videos.html#installing-wmcle-on-satori">Installing WMCLE on Satori</a></li> <li class="toctree-l2"><a class="reference internal" href="satori-howto-videos.html#pytorch-with-ddl-on-satori">Pytorch with DDL on Satori</a></li> <li class="toctree-l2"><a class="reference internal" href="satori-howto-videos.html#tensorflow-with-ddl-on-satori">Tensorflow with DDL on Satori</a></li> <li class="toctree-l2"><a class="reference internal" href="satori-howto-videos.html#jupyterlab-with-ssh-tunnel-on-satori">Jupyterlab with SSH Tunnel on Satori</a></li> </ul> </li> <li class="toctree-l1"><a class="reference internal" href="satori-public-datasets.html">Satori Public Datasets</a></li> <li class="toctree-l1"><a class="reference internal" href="singularity.html">Singularity for Satorians</a><ul> <li class="toctree-l2"><a class="reference internal" href="singularity.html#fast-start">Fast start</a></li> <li class="toctree-l2"><a class="reference internal" href="singularity.html#other-notes">Other notes</a></li> <li class="toctree-l2"><a class="reference internal" href="singularity.html#interactive-allocation">Interactive Allocation:</a></li> <li class="toctree-l2"><a class="reference internal" href="singularity.html#non-interactive-batch-mode">Non interactive / batch mode</a></li> </ul> </li> <li class="toctree-l1"><a class="reference internal" href="satori-relion-cryoem.html">Relion Cryoem for Satorians</a><ul> <li class="toctree-l2"><a class="reference internal" href="satori-relion-cryoem.html#prerequisites">Prerequisites</a></li> <li class="toctree-l2"><a class="reference internal" href="satori-relion-cryoem.html#quick-start">Quick start</a></li> <li class="toctree-l2"><a class="reference internal" href="satori-relion-cryoem.html#other-notes">Other notes</a></li> </ul> </li> <li class="toctree-l1"><a class="reference internal" href="satori-copy-large-filesets.html">Copying larger files and large file sets</a></li> <li class="toctree-l1"><a class="reference internal" href="satori-copy-large-filesets.html#using-mrsync">Using mrsync</a></li> <li class="toctree-l1"><a class="reference internal" href="satori-copy-large-filesets.html#using-aspera-for-remote-file-transfer-to-satori-cluster">Using Aspera for remote file transfer to Satori cluster</a></li> <li class="toctree-l1"><a class="reference internal" href="satori-doc-examples-contributing.html">FAQ</a><ul> <li class="toctree-l2"><a class="reference internal" href="satori-doc-examples-contributing.html#tips-tricks-and-questions">Tips, tricks and questions</a><ul> <li class="toctree-l3"><a class="reference internal" href="tips-and-tricks/storage/index.html">How can I see disk usage?</a></li> <li class="toctree-l3"><a class="reference internal" href="tips-and-tricks/storage/index.html#where-should-i-put-world-or-project-shared-datasets">Where should I put world or project shared datasets?</a></li> <li class="toctree-l3"><a class="reference internal" href="portal-howto/customization.html">How can I create custom Jupyter kernels for the Satori web portal?</a><ul> <li class="toctree-l4"><a class="reference internal" href="portal-howto/customization.html#steps-to-create-a-kernel">Steps to create a kernel</a></li> </ul> </li> <li class="toctree-l3"><a class="reference internal" href="tips-and-tricks/carlos-quick-start-commands/index.html">How do I set up a basic conda environment?</a></li> <li class="toctree-l3"><a class="reference internal" href="tips-and-tricks/sys_queries/index.html">System software queries</a><ul> <li class="toctree-l4"><a class="reference internal" href="tips-and-tricks/sys_queries/index.html#what-linux-distribution-version-am-i-running">What Linux distribution version am I running?</a></li> <li class="toctree-l4"><a class="reference internal" href="tips-and-tricks/sys_queries/index.html#what-linux-kernel-level-am-i-running">What Linux kernel level am I running?</a></li> <li class="toctree-l4"><a class="reference internal" href="tips-and-tricks/sys_queries/index.html#what-software-levels-are-installed-on-the-system">What software levels are installed on the system?</a></li> </ul> </li> <li class="toctree-l3"><a class="reference internal" href="tips-and-tricks/sys_queries/index.html#system-hardware-queries">System hardware queries</a><ul> <li class="toctree-l4"><a class="reference internal" href="tips-and-tricks/sys_queries/index.html#what-is-my-cpu-configuration">What is my CPU configuration?</a></li> <li class="toctree-l4"><a class="reference internal" href="tips-and-tricks/sys_queries/index.html#how-much-ram-is-there-on-my-nodes">How much RAM is there on my nodes?</a></li> <li class="toctree-l4"><a class="reference internal" href="tips-and-tricks/sys_queries/index.html#what-smt-mode-are-my-nodes-in">What SMT mode are my nodes in?</a></li> <li class="toctree-l4"><a class="reference internal" href="tips-and-tricks/sys_queries/index.html#what-cpu-governor-is-in-effect-on-my-nodes">What CPU governor is in effect on my nodes?</a></li> <li class="toctree-l4"><a class="reference internal" href="tips-and-tricks/sys_queries/index.html#what-are-the-logical-ids-and-uuids-for-the-gpus-on-my-nodes">What are the logical IDs and UUIDs for the GPUs on my nodes?</a></li> <li class="toctree-l4"><a class="reference internal" href="tips-and-tricks/sys_queries/index.html#what-is-the-ibm-model-of-my-system">What is the IBM model of my system?</a></li> <li class="toctree-l4"><a class="reference internal" href="tips-and-tricks/sys_queries/index.html#which-logical-cpus-belong-to-which-socket">Which logical CPUs belong to which socket?</a></li> </ul> </li> <li class="toctree-l3"><a class="reference internal" href="tips-and-tricks/sys_queries/index.html#questions-about-my-jobs">Questions about my jobs</a><ul> <li class="toctree-l4"><a class="reference internal" href="tips-and-tricks/sys_queries/index.html#how-can-i-establish-which-logical-cpu-ids-my-process-is-bound-to">How can I establish which logical CPU IDs my process is bound to?</a></li> <li class="toctree-l4"><a class="reference internal" href="tips-and-tricks/sys_queries/index.html#can-i-see-the-output-of-my-job-before-it-completes">Can I see the output of my job before it completes?</a></li> <li class="toctree-l4"><a class="reference internal" href="tips-and-tricks/sys_queries/index.html#i-have-a-job-waiting-in-the-queue-and-i-want-to-modify-the-options-i-had-selected">I have a job waiting in the queue, and I want to modify the options I had selected</a></li> <li class="toctree-l4"><a class="reference internal" href="tips-and-tricks/sys_queries/index.html#i-have-submitted-my-job-several-times-but-i-get-no-output">I have submitted my job several times, but I get no output</a></li> <li class="toctree-l4"><a class="reference internal" href="tips-and-tricks/sys_queries/index.html#how-do-i-set-a-time-limit-on-my-job">How do I set a time limit on my job?</a></li> <li class="toctree-l4"><a class="reference internal" href="tips-and-tricks/sys_queries/index.html#can-i-make-a-jobs-startup-depend-on-the-completion-of-a-previous-one">Can I make a job’s startup depend on the completion of a previous one?</a></li> <li class="toctree-l4"><a class="reference internal" href="tips-and-tricks/sys_queries/index.html#how-do-i-select-a-specific-set-of-hosts-for-my-job">How do I select a specific set of hosts for my job?</a></li> <li class="toctree-l4"><a class="reference internal" href="tips-and-tricks/sys_queries/index.html#how-do-i-deselect-specific-nodes-for-my-job">How do I deselect specific nodes for my job?</a></li> <li class="toctree-l4"><a class="reference internal" href="tips-and-tricks/sys_queries/index.html#my-jobs-runtime-environment-is-different-from-what-i-expected">My job’s runtime environment is different from what I expected</a></li> <li class="toctree-l4"><a class="reference internal" href="tips-and-tricks/sys_queries/index.html#i-want-to-know-precisely-what-my-jobs-runtime-environment-is">I want to know precisely what my job’s runtime environment is</a></li> </ul> </li> <li class="toctree-l3"><a class="reference internal" href="tips-and-tricks/ondemand_portal_queries/index.html">Portal queries</a><ul> <li class="toctree-l4"><a class="reference internal" href="tips-and-tricks/ondemand_portal_queries/index.html#i-see-no-active-sessions-in-my-interactive-sessions">I see no active sessions in My Interactive Sessions?</a></li> </ul> </li> <li class="toctree-l3"><a class="reference internal" href="tips-and-tricks/singularity-tips/index.html">How do I build a Singularity image from scratch?</a><ul> <li class="toctree-l4"><a class="reference internal" href="tips-and-tricks/singularity-tips/index.html#set-up-to-run-docker-in-ppc64le-mode-on-an-x86-machine">Set up to run Docker in ppc64le mode on an x86 machine</a></li> <li class="toctree-l4"><a class="reference internal" href="tips-and-tricks/singularity-tips/index.html#run-docker-in-ppc64le-mode-on-an-x86-machine-to-generate-an-image-for-satori">Run Docker in ppc64le mode on an x86 machine to generate an image for Satori</a></li> <li class="toctree-l4"><a class="reference internal" href="tips-and-tricks/singularity-tips/index.html#import-new-docker-hub-image-into-singularity-on-satori">Import new Docker hub image into Singularity on Satori</a></li> <li class="toctree-l4"><a class="reference internal" href="tips-and-tricks/singularity-tips/index.html#using-singularity-instead-of-docker">Using Singularity instead of Docker</a></li> </ul> </li> </ul> </li> </ul> </li> <li class="toctree-l1"><a class="reference internal" href="satori-tutorial-examples.html">Green Up Hackathon IAP 2020</a><ul> <li class="toctree-l2"><a class="reference internal" href="tutorial-examples/index.html">Tutorial Examples</a><ul> <li class="toctree-l3"><a class="reference internal" href="tutorial-examples/pytorch-style-transfer/index.html">Pytorch Style Transfer</a><ul> <li class="toctree-l4"><a class="reference internal" href="tutorial-examples/pytorch-style-transfer/index.html#description">Description</a></li> <li class="toctree-l4"><a class="reference internal" href="tutorial-examples/pytorch-style-transfer/index.html#commands-to-run-this-example">Commands to run this example</a></li> <li class="toctree-l4"><a class="reference internal" href="tutorial-examples/pytorch-style-transfer/index.html#code-and-input-data-repositories-for-this-example">Code and input data repositories for this example</a></li> <li class="toctree-l4"><a class="reference internal" href="tutorial-examples/pytorch-style-transfer/index.html#useful-references">Useful references</a></li> </ul> </li> <li class="toctree-l3"><a class="reference internal" href="tutorial-examples/neural-network-dna-demo/index.html">Neural network DNA</a><ul> <li class="toctree-l4"><a class="reference internal" href="tutorial-examples/neural-network-dna-demo/index.html#description">Description</a></li> <li class="toctree-l4"><a class="reference internal" href="tutorial-examples/neural-network-dna-demo/index.html#commands-to-run-this-example">Commands to run this example</a></li> <li class="toctree-l4"><a class="reference internal" href="tutorial-examples/neural-network-dna-demo/index.html#code-and-input-data-repositories-for-this-example">Code and input data repositories for this example</a></li> <li class="toctree-l4"><a class="reference internal" href="tutorial-examples/neural-network-dna-demo/index.html#useful-references">Useful references</a></li> </ul> </li> <li class="toctree-l3"><a class="reference internal" href="tutorial-examples/transfer-learning-pathology/index.html">Pathology Image Classification Transfer Learning</a><ul> <li class="toctree-l4"><a class="reference internal" href="tutorial-examples/transfer-learning-pathology/index.html#description">Description</a></li> <li class="toctree-l4"><a class="reference internal" href="tutorial-examples/transfer-learning-pathology/index.html#commands-to-run-this-example">Commands to run this example</a></li> <li class="toctree-l4"><a class="reference internal" href="tutorial-examples/transfer-learning-pathology/index.html#code-and-input-data-repositories-for-this-example">Code and input data repositories for this example</a></li> <li class="toctree-l4"><a class="reference internal" href="tutorial-examples/transfer-learning-pathology/index.html#useful-references">Useful references</a></li> </ul> </li> <li class="toctree-l3"><a class="reference internal" href="tutorial-examples/tensorflow-2.x-multi-gpu-multi-node/index.html">Multi Node Multi GPU TensorFlow 2.0 Distributed Training Example</a><ul> <li class="toctree-l4"><a class="reference internal" href="tutorial-examples/tensorflow-2.x-multi-gpu-multi-node/index.html#description">Description</a></li> <li class="toctree-l4"><a class="reference internal" href="tutorial-examples/tensorflow-2.x-multi-gpu-multi-node/index.html#prerequisites-if-you-are-not-yet-running-tensorflow-2-0">Prerequisites if you are not yet running TensorFlow 2.0</a></li> <li class="toctree-l4"><a class="reference internal" href="tutorial-examples/tensorflow-2.x-multi-gpu-multi-node/index.html#commands-to-run-this-example">Commands to run this example</a></li> <li class="toctree-l4"><a class="reference internal" href="tutorial-examples/tensorflow-2.x-multi-gpu-multi-node/index.html#what-s-going-on-here">What’s going on here?</a></li> <li class="toctree-l4"><a class="reference internal" href="tutorial-examples/tensorflow-2.x-multi-gpu-multi-node/index.html#code-and-input-data-repositories-for-this-example">Code and input data repositories for this example</a></li> <li class="toctree-l4"><a class="reference internal" href="tutorial-examples/tensorflow-2.x-multi-gpu-multi-node/index.html#useful-references">Useful references</a></li> </ul> </li> <li class="toctree-l3"><a class="reference internal" href="tutorial-examples/eric-fiala-wmlce-notebooks-master/index.html">WMLCE demonstration notebooks</a><ul> <li class="toctree-l4"><a class="reference internal" href="tutorial-examples/eric-fiala-wmlce-notebooks-master/index.html#description">Description</a></li> <li class="toctree-l4"><a class="reference internal" href="tutorial-examples/eric-fiala-wmlce-notebooks-master/index.html#commands-to-run-this-example">Commands to run this example</a></li> <li class="toctree-l4"><a class="reference internal" href="tutorial-examples/eric-fiala-wmlce-notebooks-master/index.html#code-and-input-data-repositories-for-this-example">Code and input data repositories for this example</a></li> <li class="toctree-l4"><a class="reference internal" href="tutorial-examples/eric-fiala-wmlce-notebooks-master/index.html#useful-references">Useful references</a></li> </ul> </li> <li class="toctree-l3"><a class="reference internal" href="tutorial-examples/unsupervised-learning-on-ocean-ecosystem-model/index.html">Finding clusters in high-dimensional data using tSNE and DB-SCAN</a><ul> <li class="toctree-l4"><a class="reference internal" href="tutorial-examples/unsupervised-learning-on-ocean-ecosystem-model/index.html#description">Description</a></li> <li class="toctree-l4"><a class="reference internal" href="tutorial-examples/unsupervised-learning-on-ocean-ecosystem-model/index.html#commands-to-run-this-example">Commands to run this example</a></li> <li class="toctree-l4"><a class="reference internal" href="tutorial-examples/unsupervised-learning-on-ocean-ecosystem-model/index.html#code-and-input-data-repositories-for-this-example">Code and input data repositories for this example</a></li> <li class="toctree-l4"><a class="reference internal" href="tutorial-examples/unsupervised-learning-on-ocean-ecosystem-model/index.html#useful-references">Useful references</a></li> </ul> </li> <li class="toctree-l3"><a class="reference internal" href="tutorial-examples/biggan-pytorch/index.html">BigGAN-PyTorch</a><ul> <li class="toctree-l4"><a class="reference internal" href="tutorial-examples/biggan-pytorch/index.html#description">Description</a></li> <li class="toctree-l4"><a class="reference internal" href="tutorial-examples/biggan-pytorch/index.html#commands-to-run-this-example">Commands to run this example</a></li> <li class="toctree-l4"><a class="reference internal" href="tutorial-examples/biggan-pytorch/index.html#code-and-input-data-repositories-for-this-example">Code and input data repositories for this example</a></li> <li class="toctree-l4"><a class="reference internal" href="tutorial-examples/biggan-pytorch/index.html#useful-references">Useful references</a></li> </ul> </li> </ul> </li> <li class="toctree-l2"><a class="reference internal" href="tutorial-examples/index.html#measuring-resource-use">Measuring Resource Use</a><ul> <li class="toctree-l3"><a class="reference internal" href="tutorial-examples/energy-profiling/index.html">Intergrated energy use profiling</a><ul> <li class="toctree-l4"><a class="reference internal" href="tutorial-examples/energy-profiling/index.html#description">Description</a></li> <li class="toctree-l4"><a class="reference internal" href="tutorial-examples/energy-profiling/index.html#commands-to-run-this-example">Commands to run this example</a></li> <li class="toctree-l4"><a class="reference internal" href="tutorial-examples/energy-profiling/index.html#code-and-input-data-repositories-for-this-example">Code and input data repositories for this example</a></li> <li class="toctree-l4"><a class="reference internal" href="tutorial-examples/energy-profiling/index.html#useful-references">Useful references</a></li> </ul> </li> <li class="toctree-l3"><a class="reference internal" href="tutorial-examples/nvprof-profiling/index.html">Profiling code with nvprof</a><ul> <li class="toctree-l4"><a class="reference internal" href="tutorial-examples/nvprof-profiling/index.html#description">Description</a></li> <li class="toctree-l4"><a class="reference internal" href="tutorial-examples/nvprof-profiling/index.html#commands-to-run-the-examples">Commands to run the examples</a></li> <li class="toctree-l4"><a class="reference internal" href="tutorial-examples/nvprof-profiling/index.html#useful-references">Useful references</a></li> </ul> </li> </ul> </li> </ul> </li> <li class="toctree-l1"><a class="reference internal" href="satori-getting-help.html">Getting help on Satori</a><ul> <li class="toctree-l2"><a class="reference internal" href="satori-getting-help.html#email-help">Email help</a></li> <li class="toctree-l2"><a class="reference internal" href="satori-getting-help.html#slack">Slack</a></li> <li class="toctree-l2"><a class="reference internal" href="satori-getting-help.html#slack-or-satori-support-techsquare-com">Slack or satori-support@techsquare.com</a></li> <li class="toctree-l2"><a class="reference internal" href="satori-getting-help.html#satori-office-hours">Satori Office Hours</a></li> <li class="toctree-l2"><a class="reference internal" href="satori-getting-help.html#tips-and-tricks">Tips and Tricks</a></li> </ul> </li> <li class="toctree-l1"><a class="reference internal" href="ause-coc.html">Acceptable Use and Code of Conduct</a><ul> <li class="toctree-l2"><a class="reference internal" href="ause-coc.html#acceptable-use-guidelines">Acceptable Use Guidelines</a></li> <li class="toctree-l2"><a class="reference internal" href="ause-coc.html#code-of-conduct">Code of Conduct</a></li> </ul> </li> </ul> </div> </div> </nav> <section data-toggle="wy-nav-shift" class="wy-nav-content-wrap"> <nav class="wy-nav-top" aria-label="top navigation"> <i data-toggle="wy-nav-top" class="fa fa-bars"></i> <a href="index.html">MIT Satori User Documentation</a> </nav> <div class="wy-nav-content"> <div class="rst-content style-external-links"> <div role="navigation" aria-label="breadcrumbs navigation"> <ul class="wy-breadcrumbs"> <li><a href="index.html" class="icon icon-home"></a> »</li> <li>SATORI: Getting Started Documentation for Early Access (EA)</li> <li class="wy-breadcrumbs-aside"> <a href="https://github.com/mit-satori/getting-started/blob/master/README.rst" class="fa fa-github"> Edit on GitHub</a> </li> </ul> <hr/> </div> <div role="main" class="document" itemscope="itemscope" itemtype="http://schema.org/Article"> <div itemprop="articleBody"> <a class="reference external image-reference" href="https://travis-ci.org/mit-satori/getting-started" target="_blank"><img alt="https://travis-ci.org/mit-satori/getting-started.svg?branch=master" src="https://travis-ci.org/mit-satori/getting-started.svg?branch=master" /></a> <div class="figure align-default" id="id1"> <img alt="Satori" src="_images/Satori6.png" /> <p class="caption"><span class="caption-text">Satori</span><a class="headerlink" href="#id1" title="Permalink to this image">¶</a></p> </div> <div class="section" id="satori-getting-started-documentation-for-early-access-ea"> <h1>SATORI: Getting Started Documentation for Early Access (EA)<a class="headerlink" href="#satori-getting-started-documentation-for-early-access-ea" title="Permalink to this headline">¶</a></h1> <p>This section provides a “lightning-quick” guide for early access of Satori users such as:</p> <ul class="simple"> <li>How to optain your login credentials</li> <li>How to <a class="reference external" href="satori-ssh.rst" target="_blank">connect in the Satori</a> cluster via SSH/SCP/HTTPS</li> <li><a class="reference external" href="https://github.com/mit-satori/getting-started/blob/master/satori-ai-frameworks.rst" target="_blank">Installing Python</a> environment (Anaconda) on your login profile</li> <li><a class="reference external" href="https://github.com/mit-satori/getting-started/blob/master/satori-ai-frameworks.rst" target="_blank">Installing Open-CE or/and WMLCE</a> optimized Machine Learning and Deep Learning libraries and frameworks on your login profile</li> <li>Learn how you can start your training jobs.<a class="reference external" href="https://github.com/mit-satori/getting-started/blob/master/satori-workload-manager.rst" target="_blank">Examples of training jobs submision</a> and management in the Satori cluster.</li> <li>How to manage <a class="reference external" href="https://github.com/mit-satori/getting-started/blob/master/satori-distributed-deeplearning.rst" target="_blank">distributed deep learning in TensorFlow and Pytorch</a></li> <li>Are you training large models that cannot be fit into GPU memory? Have a look how you can <a class="reference external" href="https://github.com/mit-satori/getting-started/blob/master/satori-large-model-support.rst" target="_blank">enable Large Model Support (LMS)</a> in your TensorFLow or Pytorch python scripts.</li> <li>Example of Snap Machine Learning <a class="reference external" href="https://github.com/IBM/powerai/tree/master/examples/SnapML" target="_blank">(SnapML/pai4sk)</a></li> <li><a class="reference external" href="https://github.com/mit-satori/getting-started/blob/master/satori-training.rst" target="_blank">Additional trainings</a> (video format) for CUDA UNIFIED MEMORY, GPUDirect, LSF Workload Manager, POWER9 SMT4 etc</li> <li><a class="reference external" href="https://github.com/mit-satori/getting-started/blob/master/satori-public-datasets.rst" target="_blank">Public Datasets for Machine Learning and Deep Learning</a> on Satori that can be used day 1 in your deep learning projects. Will save your time and our Internet bandwith :)</li> <li><a class="reference external" href="satori-troubleshooting.rst" target="_blank">Troubleshooting</a></li> <li>You don’t find what you where looking for? have a look to <a class="reference external" href="https://github.com/mit-satori/getting-started/blob/master/satori-conda-cheatsheet.pdf" target="_blank">conda cheet sheet</a> and WMLCE extended documentation <a class="reference external" href="https://www.ibm.com/support/knowledgecenter/SS5SF7_1.6.2/navigation/wmlce_getstarted.html" target="_blank">here</a> before asking for help.</li> <li>Still need help ? Email <a class="reference external" href="mailto:satori-admin%40techsquare.com" target="_blank">satori-admin<span>@</span>techsquare<span>.</span>com</a></li> </ul> </div> </div> </div> <footer> <hr/> <div role="contentinfo"> <p> © Copyright 2021, MIT Satori Project. </p> </div> Built with <a href="https://www.sphinx-doc.org/">Sphinx</a> using a <a href="https://github.com/readthedocs/sphinx_rtd_theme">theme</a> provided by <a href="https://readthedocs.org">Read the Docs</a>. </footer> </div> </div> </section> </div> <script type="text/javascript"> jQuery(function () { SphinxRtdTheme.Navigation.enable(true); }); </script> </body> </html>
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