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OSPool AP Migration:
Users on Access Points
ap20, ap21 and ap23
are being migrated in December 2025. Learn more at:
OSPool Migration Details
OSPool Documentation
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Home
Welcome
Access Point Transition
Docs
Tutorials and Software Examples
Reference
OSPool Documentation
Home
Welcome
Welcome
Get Started
Get Started
Test Drive the OSPool
Computation on the Open Science Pool
Start Here: Overview of Requesting OSPool Access
Roadmap to HTC Workload Submission
Education And Training
Education And Training
Monthly OSG User Training
Past Training Materials
OSPool Resources for Teaching & Education
Get Help!
Get Help!
Email, Office Hours, and 1-1 Meetings
Access Point Transition
Access Point Transition
Access Point Changes for ap20-21-23
Access Point Changes for ap20-21-23
Access Point Migration
Docs
Docs
Accessing Your OSPool Account
Accessing Your OSPool Account
Log In to uw.osg-htc.org Access Points
Launch a JupyterLab Instance
Generate SSH Keys
Set and View Project Usage
HTC Workload Planning, Testing, and Scaling Up
HTC Workload Planning, Testing, and Scaling Up
Overview: Submit Jobs to the OSPool using HTCondor
Easily Submit Multiple Jobs
Determining the Amount of Resources to Request in a Submit File
Job Duration Categories
Convert your workflow from Slurm to HTCondor
Managing Data For Jobs
Managing Data For Jobs
Overview: Data Staging and Transfer to Jobs
Transfer Smaller Job Files to and from /home
Transfer Larger Job Files and Containers Using OSDF
Transfer HTTP-available Files up to 1GB In Size
Use scp To Transfer Files To and From OSG Managed Access Points
Using Software
Using Software
Overview: Software on the Open Science Pool
Compiling Software
Containers - Overview
Containers - Apptainer/Singularity
Containers - Docker
Containers - Predefined List
Monitor, Review, and Troubleshoot Jobs
Monitor, Review, and Troubleshoot Jobs
Monitor and Review Jobs With condor_q and condor_history
Considerations For Specific Resource Needs
Considerations For Specific Resource Needs
Control Where Your Jobs Run/Job Requirements
GPU Jobs
ARM64
Checkpointing Jobs
Automatically Rerunning a Job That Used Too Much Memory
Large Memory Jobs
Multicore Jobs
OpenMPI Jobs
EL9 Transition
Automated Workflows
Automated Workflows
Overview: Submit Workflows with HTCondor's DAGMan
Simple Example of a DAGMan Workflow
Use Pegasus to Manage Workflows on OSPool Access Points
Tutorials and Software Examples
Tutorials and Software Examples
Research Examples
Research Examples
FastQC Quality Control
FreeSurfer
Running a Molecule Docking Job with AutoDock Vina
Analyzing .csv Data with R
Wordcount Tutorial for Submitting Multiple Jobs
PyTorch
scikit-learn
TensorFlow
Software Examples and Tutorials
Software Examples and Tutorials
Example Software Compilation
Basics of compiled MATLAB applications - Hello World example
Run Python Scripts on the OSPool
Run R scripts on the OSPool
Use External Packages in your R Jobs
Using Julia on the OSPool
Using Java in Jobs
Conda with Containers
Conda with Tarballs
Job Submission and Organization Tutorials
Job Submission and Organization Tutorials
Quickstart-Submit Example HTCondor Jobs
Submit and Resubmit Multiple Jobs using Bash Scripting
Intermediate DAGMan: Uses and Features
Reference
Reference
Reference and Policies
Reference and Policies
Policies for Using OSG Services and the OSPool
Acknowledge the OSG
Frequently Asked Questions
OSG Accounting (GRACC)
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