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==Regular Training Announcement==
==Regular Training Announcement==
In '''July''' 2021, the GACRC hosts twelve training sessions (Sapelo2 cluster new user training, Linux basics, Python basics, R basics, and Conda basics).


We offer:
In '''June 2025''', the GACRC is hosting 9 training sessions listed below. These training workshops will be offered remotely via Zoom Meeting. Detailed instructions for joining the Zoom meeting will be sent to your UGA email account before each training session you register for.


1. Sapelo2 cluster new user training (4 sessions)
We will offer:


2. Linux training for Linux-inexperienced cluster new users (4 sessions)
1. Linux training for Linux-inexperienced cluster new users (3 sessions)


3. Python basics (2 sessions)
2. Sapelo2 cluster new user training (3 sessions)


4. R basics (2 session)
3. Using Sapelo2 Cluster at the GACRC, Part II (1 session)


4. Installing Software Packages in Virtual Environments on Sapelo2 (1 session)  '''''NEW'''''


'''Please Note:''' The training will be offered remotely via Zoom Meeting. Detailed information on how to join the Zoom meeting will be sent to your UGA email account prior to each training session.
5. Job Parallelization with GNU Parallel and SLURM Arrays (1 session)  '''''NEW'''''




In '''July 2025''', the GACRC is hosting 6 training sessions listed below. These training workshops will be offered remotely via Zoom Meeting. Detailed instructions for joining the Zoom meeting will be sent to your UGA email account before each training session you register for.
We will offer:
1. Linux training for Linux-inexperienced cluster new users (3 sessions)
2. Sapelo2 cluster new user training (3 sessions)
==Event Schedule==
==Event Schedule==
This section describes the training workshops that we offer, along with the sessions that are currently scheduled.


===Sapelo2 Cluster New User Training===
===Sapelo2 Cluster New User Training===
'''Prerequisite:''' Linux basics. A Linux-inexperienced user must complete a prerequisite Linux training for Linux-inexperienced cluster new users.


'''Training Goals:'''  
This mandatory training consists of an overview of the structure of Sapelo2 as well as hands-on practice submitting a job along with guidance and best practices when using the Sapelo2 cluster.
 
'''Prerequisites:'''
 
*Linux basics. A Linux-inexperienced user must complete a prerequisite Linux training for Linux-inexperienced cluster new users.
 
'''Workshop Training Goals:'''  


1. Know how to log on to cluster in or off campus
*Understand the layout of Sapelo2


2. Understand cluster storage and software environment
*Understand the Sapelo2 file systems


3. Know how to request computing resources and submit a computational batch job following Sapelo2 cluster general workflow
*Understand the Sapelo2 partitions


4. Know how to find support from the GACRC support team when you have any issues running on cluster
*Understand the Sapelo2 software environment


{| width="100%" border="1" cellspacing="0" cellpadding="2" align="center" class="wikitable unsortable"
*Understand how to request computing resources and submit a computational batch job following the Sapelo2 cluster general workflow
 
*Understand how to initiate an interactive job
 
*Understand how to transfer files to and from the cluster
 
*Understand how to get support from GACRC support team when you have any issues on cluster
 
'''Scheduled Sessions:'''
 
{| class="wikitable unsortable" width="100%" border="1" cellspacing="0" cellpadding="2" align="center"
|-
|-
! scope="col" | Title
! scope="col" |Title
! scope="col" | Date/Time
! scope="col" |Date/Time  
|-
|-
| Using Sapelo2 Cluster at the GACRC || June 24, Thursday, 1:00 PM - 3:30 PM
|Using Sapelo2 Cluster at the GACRC
|June 12th, Thursday, 2:00 PM - 4:00 PM
|-
|-
| Using Sapelo2 Cluster at the GACRC || July 8, Thursday, 1:00 PM - 3:30 PM
|Using Sapelo2 Cluster at the GACRC
|June 20th, Friday, 2:00 PM - 4:00 PM
|-
|-
| Using Sapelo2 Cluster at the GACRC || July 14, Wednesday, 1:00 PM - 3:30 PM
|Using Sapelo2 Cluster at the GACRC
|July 10th, Thursday, 2:00 PM - 4:00 PM
|-
|-
| Using Sapelo2 Cluster at the GACRC || July 23, Friday, 1:00 PM - 3:30 PM
|Using Sapelo2 Cluster at the GACRC
|-
|July 16th, Wednesday, 2:00 PM - 4:00 PM
| Using Sapelo2 Cluster at the GACRC || July 30, Friday, 1:00 PM - 3:30 PM
|-
|-
|Using Sapelo2 Cluster at the GACRC
|July 25th, Friday, 2:00 PM - 4:00 PM
|}
|}


===Linux Training for Linux-inexperienced Cluster New Users===
===Linux Training for Linux-inexperienced Cluster New Users===
'''Prerequisite:''' No prerequisites
The Sapelo2 High Performance Computing (HPC) cluster runs a headless Linux distribution as the operating system on each of its constituent nodes. The term headless refers to the fact that these nodes do not have a desktop graphical user interface (GUI) installed by default. Graphical desktop environments consume resources that analyses could otherwise use, so users employ a command-line interface (CLI) instead. To interact with these resources, users connect to a remote terminal via SSH and execute commands.
 
The Linux Training workshop provides hands-on practice of the fundamental Linux commands necessary to interact with HPC resources.
 
'''Prerequisite:'''  
 
Please watch the introductory videos on Linux, basic Linux terms, and Linux Paths and Directories (total ~17 minutes) '''before attending the training workshop'''.
 
*[https://kaltura.uga.edu/media/t/1_81u2kfi2/176125031 Linux]
*[https://kaltura.uga.edu/media/t/1_ol51cuyn/176125031 basic Linux terms]
*[https://kaltura.uga.edu/media/t/1_wdyxhgdg/176125031 Linux Paths and Directories]


'''Training Goals:'''
'''Training Goals:'''
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3. Understand what is Linux bash shell and know how to make a simple Linux script and run it in Linux environment
3. Understand what is Linux bash shell and know how to make a simple Linux script and run it in Linux environment


{| width="100%" border="1" cellspacing="0" cellpadding="2" align="center" class="wikitable unsortable"
'''Scheduled Sessions:'''
 
{| class="wikitable unsortable" width="100%" border="1" cellspacing="0" cellpadding="2" align="center"
|-
|-
! scope="col" | Title
! scope="col" | Title
! scope="col" | Date/Time
! scope="col" |Date/Time
|-
|Use Linux on Cluster
|June 18th, Wednesday, 1:00 PM - 3:00 PM
|-
|-
| Use Linux on Cluster || June 22, Tuesday, 1:00 PM - 3:00 PM
|Use Linux on Cluster
|July 8th, Tuesday, 1:00 PM - 3:00 PM
|-
|Use Linux on Cluster
|July 14th, Monday, 1:00 PM - 3:00 PM
|-
|Use Linux on Cluster
|July 23rd, Wednesday, 1:00 PM - 3:00 PM
|}
 
 
===Using Sapelo2 Cluster at the GACRC, Part II ===
This workshop will cover high-performance computing on Sapelo2, including job scheduling, resource requests (CPU, memory, GPU), and techniques for optimizing job performance.
 
'''Prerequisites:'''
*Linux basics. A Linux-inexperienced user must complete a prerequisite Linux training for Linux-inexperienced cluster new users.
*Sapelo2 cluster new user training.  Fundamental HPC and Sapelo2 knowledge is required for this advanced Sapelo2 workshop.
 
'''Training Goals:'''
 
1. Learn about high-performance computing framework
 
2. Why is my job pending? How can I get my job to start sooner? How to find available computing resources on Sapelo2?
 
3. How to request computing resources such as nodes, CPU cores, memory, GPU device, etc. to run serial, threaded, MPI, and GPU jobs on Sapelo2?
 
4. How can I make my job run more efficiently (through the correct use of software and hardware)?
 
5. A quick intro to MPI library and how to compile/run MPI jobs on Sapelo2
 
'''Scheduled Sessions:'''
 
{| class="wikitable unsortable" width="100%" border="1" cellspacing="0" cellpadding="2" align="center"
|-
|-
| Use Linux on Cluster || July 6, Tuesday, 1:00 PM - 3:00 PM
! scope="col" |Title
! scope="col" |Date/Time
|-
|-
| Use Linux on Cluster || July 12, Monday, 1:00 PM - 3:00 PM
|Using Sapelo2 Cluster at the GACRC, Part II
|June 27th, Friday, 2:00 PM - 4:00 PM
|}
 
 
===Installing Software Packages in Virtual Environments on Sapelo2 ===
This workshop will cover the basics of virtual environments as well as provide practical guidance and best practices for using virtual environments on the Sapelo2 cluster. Participants will learn the basics of creating and configuring virtual environments, how to install software packages in both a Conda virtual environment and a Python virtual environment, and manage dependencies in their environments.
 
'''Prerequisite:'''
 
Must already have strong understanding of the Linux environment and Sapelo2.
 
'''Training Goals:'''
 
1. Learn how to create a virtual environment on Sapelo2 
 
2. Be able to install software packages into both Conda and Python virtual environments
 
3. Understand how to manage dependencies of their virtual environments
 
'''Scheduled Sessions:'''
 
{| class="wikitable unsortable" width="100%" border="1" cellspacing="0" cellpadding="2" align="center"
|-
|-
| Use Linux on Cluster || July 21, Wednesday, 1:00 PM - 3:00 PM
! scope="col" |Title
! scope="col" |Date/Time
|-
|-
| Use Linux on Cluster || July 26, Monday, 1:00 PM - 3:00 PM
|Installing Software Packages in Virtual Environments on Sapelo2
|June 17th, Tuesday, 2:00 PM - 3:00 PM
|}
 
 
===Job Parallelization with GNU Parallel and Slurm Arrays ===
Learn how to run multiple commands in parallel using GNU Parallel and Slurm Arrays. These tools greatly reduce the runtime of certain types of jobs by running multiple instances of the same command in parallel. The workshop focuses on problems that involve executing the same command on multiple different inputs. This workshop is intended for users comfortable writing job submission scripts and using a command line. Concurrent and parallel programming techniques are not covered in this workshop.
 
'''Prerequisite:'''
 
Must already have strong understanding of the Linux environment and Sapelo2.
 
'''Training Goals:'''
 
1. Understand which jobs benefit from GNU Parallel and Slurm Arrays
 
2. Use GNU Parallel and Slurm Arrays to parallelize jobs
 
3. Understand the differences and similarities between GNU Parallel and Slurm Arrays
 
'''Scheduled Sessions:'''
 
{| class="wikitable unsortable" width="100%" border="1" cellspacing="0" cellpadding="2" align="center"
|-
|-
! scope="col" |Title
! scope="col" |Date/Time
|-
|-
|Job Parallelization with GNU Parallel and Slurm Arrays
|June 26th, Thursday, 1:00 PM - 2:30 PM
|}
|}


<!--
===Python Basics===
===Python Basics===
'''Prerequisite:''' No prerequisites
'''Prerequisite:''' No prerequisites
Line 96: Line 224:
3. Understand Python programming structures and procedural programming using functions
3. Understand Python programming structures and procedural programming using functions


{| width="100%" border="1" cellspacing="0" cellpadding="2" align="center" class="wikitable unsortable"
{| class="wikitable unsortable" width="100%" border="1" cellspacing="0" cellpadding="2" align="center"
|-
|-
! scope="col" | Title
! scope="col" | Title
! scope="col" | Date/Time
! scope="col" |Date/Time
|-
|-
| Python Basics I || July 9, Friday, 1:00 PM - 3:00 PM
|Python Basics I||Not scheduled
|-
|-
| Python Basics II || July 16, Friday, 1:00 PM - 3:00 PM
| Python Basics II||Not scheduled
|-
|-
|}
|}


===R Basics===
=== R Basics===
'''Prerequisite:''' No prerequisites
'''Prerequisite:''' No prerequisites


Line 119: Line 247:
   
   


{| width="100%" border="1" cellspacing="0" cellpadding="2" align="center" class="wikitable unsortable"
{| class="wikitable unsortable" width="100%" border="1" cellspacing="0" cellpadding="2" align="center"
|-
|-
! scope="col" | Title
! scope="col" | Title
! scope="col" | Date/Time
! scope="col" |Date/Time  
|-
| R Basics II || May 25, Tuesday, 1:00 PM - 3:00 PM
|-
|-
| R Basics I || June 15, Tuesday, 1:00 PM - 3:00 PM
|R Basics I||Not scheduled
|-
|-
| R Basics II || June 21, Monday, 1:00 PM - 3:00 PM
|R Basics II||Not scheduled
|-
|-
|}
|}
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3. Activate your environments to run python apps from your home directory on Sapelo2
3. Activate your environments to run python apps from your home directory on Sapelo2


{| width="100%" border="1" cellspacing="0" cellpadding="2" align="center" class="wikitable unsortable"
{| class="wikitable unsortable" width="100%" border="1" cellspacing="0" cellpadding="2" align="center"
|-
|-
! scope="col" | Title
! scope="col" |Title
! scope="col" | Date/Time
! scope="col" |Date/Time
|-
|-
| Conda Basics || June 28, Monday, 1:00 PM - 3:00 PM
|Conda Basics ||Not scheduled
|-
|-
|}
|}
 
-->


==How to Register==
==How to Register==


'''Please Note''', the training workshops '''Using Sapelo2 Cluster at the GACRC''' and '''Use Linux on Cluster''' are '''ONLY''' offered to '''new users''' who need computing user accounts on the GACRC Sapelo2 cluster, or any current users who have never attended the GACRC Sapelo2 cluster new user training before. Please ask your group PI/UGA faculty member to send us a request for you, using the GACRC User Account Request form at https://uga.teamdynamix.com/TDClient/Requests/ServiceDet?ID=25839
The training workshops '''Using Sapelo2 Cluster at the GACRC''' and '''Use Linux on Cluster''' are '''ONLY''' offered to '''new users''' who need user accounts on the GACRC Sapelo2 cluster or current Sapelo2 users seeking a refresher. If you would like to use the cluster, please ask your group PI/UGA faculty member to send us an account creation request for you, using the [https://uga.teamdynamix.com/TDClient/Requests/ServiceDet?ID=25839|GACRC User Account Request Form].
   
   
If you want to attend '''Python Basics''' and '''Conda basics''' training sessions, please send us a request using the GACRC Training Request form at https://uga.teamdynamix.com/TDClient/Requests/ServiceDet?ID=25852 . In your request, please tell us which session(s) you want to attend.
If you would like to attend the '''Using Sapelo2 Cluster at the GACRC, Part II''', the '''Installing Software Packages in Virtual Environments on Sapelo2''', and/or the '''Job Parallelization with GNU Parallel and Slurm Arrays''' training workshops, please send us a request using the [https://uga.teamdynamix.com/TDClient/Requests/ServiceDet?ID=25852 GACRC Training Request Form]. In your request, please tell us which session(s) you would like to attend.
 
The GACRC is going to host other training workshops and seminars covering various HPC topics, including HPC fundamental introduction, Linux introductory III (Linux working environment and utilities), Bioinfomatics applications on Sapelo cluster, Perl, R, C/C++/Fortran programming, etc., in the near future. We will announce those events when they are scheduled.
 
The GACRC Web Training page can be found at https://gacrc.uga.edu/training/ and the GACRC Wiki Training page can be found at https://wiki.gacrc.uga.edu/wiki/Training, from which you can find detailed information about upcoming and past training sessions from GACRC and download training materials.




<!--
==Topic Introduction==
==Topic Introduction==


Line 189: Line 312:
Other tips and guidelines for users
Other tips and guidelines for users
   
   
Title: '''Using Sapelo2 Cluster at the GACRC, Part II'''
Focus: More topics on how to use Sapelo2 cluster
Learn about high-performance computing framework
Why is my job pending? How can I get my job to start sooner? How to find available computing resources on Sapelo2?
How to request computing resources such as nodes, CPU cores, memory, GPU device, etc. to run serial, threaded, MPI, and GPU jobs on Sapelo2?
How can I make my job run more efficiently (through the correct use of software and hardware)?
A quick intro to MPI library and how to compile/run MPI jobs on Sapelo2


Title: '''Use Linux on Cluster'''
Title: '''Use Linux on Cluster'''
Line 223: Line 361:


Focus of II: Programming structures: control flow, loops and functions
Focus of II: Programming structures: control flow, loops and functions




Line 271: Line 408:
Focus: Overview of Linux common commands related to file and folder operations
Focus: Overview of Linux common commands related to file and folder operations


Overview of the storage enviornment of zcluster and Sapelo cluster at GACRC
Overview of the storage environment of zcluster and Sapelo cluster at GACRC


How to transfer data between local and GACRC storage
How to transfer data between local and GACRC storage
Line 319: Line 456:


Perl I/O
Perl I/O
-->


== Download==


==Download==
This section provides the slides that we use for our current workshops and material used for several of our past training events and presentations.
 
====Sapelo2 Cluster Training====
====Sapelo2 Cluster Training====


{| width="100%" border="1" cellspacing="0" cellpadding="2" align="center" class="wikitable unsortable"
{| class="wikitable unsortable" width="100%" border="1" cellspacing="0" cellpadding="2" align="center"
|-
|[[Media:GACRC_Sapelo2_cluster_new_user_training_workshop_v10.8.pdf]]
| [[media: GACRC Sapelo2 cluster new user training workshop v9.2.pdf]]
|-
|-
|}
|}


====Sap2test Migration Training====
====Teaching Cluster Training====


{| width="100%" border="1" cellspacing="0" cellpadding="2" align="center" class="wikitable unsortable"
{| class="wikitable unsortable" width="100%" border="1" cellspacing="0" cellpadding="2" align="center"
|-
|[[Media:GACRC-Teaching-cluster-new-user-training-workshop-Spring2025.pdf]]
|-
|-
| [[media: Migrating to Slurm and new software environment.pdf]]
|}
|}


'''Please note:''' To help users familiarize with Slurm and the test cluster environment, we have prepared some training videos that are available from the '''GACRC's Kaltura channel''' at
====Linux Training for New Cluster Users====
https://kaltura.uga.edu/channel/GACRC/176125031 (login with MyID and password is required).
 
====Teaching Cluster Training====


{| width="100%" border="1" cellspacing="0" cellpadding="2" align="center" class="wikitable unsortable"
{| class="wikitable unsortable" width="100%" border="1" cellspacing="0" cellpadding="2" align="center"
|-
|-
| [[media: GACRC Teaching cluster new user training workshop v5.pdf]]
|[[Media:Linux_Training_For_New_Users_Of_Cluster_Suchi_04252019.pdf]]
|-
|-
|}
|}


====Linux Training for New Cluster Users====
====Installing Software Packages in Virtual Environments on Sapelo2====


{| width="100%" border="1" cellspacing="0" cellpadding="2" align="center" class="wikitable unsortable"
{| class="wikitable unsortable" width="100%" border="1" cellspacing="0" cellpadding="2" align="center"
|-
|-
| [[media: Linux Training For New Users Of Cluster Suchi 04252019.pdf]]
|[[Media:GACRC_virtual_environments_training_v1.1.pdf]]
|}
 
====Job Parallelization with GNU Parallel and Slurm Arrays====
 
{| class="wikitable unsortable" width="100%" border="1" cellspacing="0" cellpadding="2" align="center"
|-
|-
|[[Media:GNU_Parallel_and_SLURM_Arrays_v1.pdf]]
|}
|}


====Python Basics====
====Python Basics====


{| width="100%" border="1" cellspacing="0" cellpadding="2" align="center" class="wikitable unsortable"
{| class="wikitable unsortable" width="100%" border="1" cellspacing="0" cellpadding="2" align="center"
|-
|[[Media:Python_Language_Basics_I_v5.1.pdf]]
|-
|-
| [[media: Python Language Basics I v5.1.pdf]]
|[[Media:Python_Language_Basics_II_v5.1.pdf]]
|-
|-
| [[media: Python Language Basics II v5.1.pdf]]
|[[Media:Python_Basics_v6.1.pdf]]
|-
|-
|}
|}
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====R Basics====
====R Basics====


{| width="100%" border="1" cellspacing="0" cellpadding="2" align="center" class="wikitable unsortable"
{| class="wikitable unsortable" width="100%" border="1" cellspacing="0" cellpadding="2" align="center"
|-
|-
| [[media: R Language Basics PowerPoint v2.0.pdf]]
|[[Media:R Language Basics PowerPoint v2.0.1.pdf|Media:R_Language_Basics_PowerPoint_v2.0.pdf]]
|-
|-
| [[media: R Language Basics Document v2.0.pdf]]
|[[Media:R_Language_Basics_Document_v2.0.pdf]]
|-
|-
| [[media: R Language Basics part 2 Powerpoint v1.0.pdf]]
|[[Media:R_Language_Basics_part_2_Powerpoint_v1.0.pdf]]
|-
|-
| [[media: R Language Basics part 2 Document v1.0.pdf]]
|[[Media:R_Language_Basics_part_2_Document_v1.0.pdf]]
|-
|-
|}
|}
Line 383: Line 527:
====Perl Basics====
====Perl Basics====


{| width="100%" border="1" cellspacing="0" cellpadding="2" align="center" class="wikitable unsortable"
{| class="wikitable unsortable" width="100%" border="1" cellspacing="0" cellpadding="2" align="center"
|-
| [[Media:Perl_Language_Basics_I_Workshop_v1.pdf]]
|-
|-
| [[media: Perl Language Basics I Workshop v1.pdf]]
|}
 
====Sap2test Migration Training====
 
{| class="wikitable unsortable" width="100%" border="1" cellspacing="0" cellpadding="2" align="center"
|-
|-
|[[Media:Migrating_to_Slurm_and_new_software_environment.pdf]]
|}
|}
'''Please note:''' To help users familiarize with Slurm and the test cluster environment, we have prepared some training videos that are available from the '''GACRC's Kaltura channel''' at
https://kaltura.uga.edu/channel/GACRC/176125031 (login with MyID and password is required).


====Topical Sessions====
====Topical Sessions====


{| width="100%" border="1" cellspacing="0" cellpadding="2" align="center" class="wikitable unsortable"
{| class="wikitable unsortable" width="100%" border="1" cellspacing="0" cellpadding="2" align="center"
|
|-
|[[Media:AI_Resources_on_the_GACRC_Sapelo2_Cluster.pdf]]
|-
|[[Media:Using_Sapelo2_Cluster_at_the_GACRC_Part_II_Rocky8.pdf]]
|-
|[[Media:Using_Conda_on_the_GACRC_Sap2test_cluster_v1.pdf]]
|-
|[[Media:Blast_Workshop_GACRC_02012017.pdf]]
|-
|[[Media:Next-Generation_Sequencing_Applications_at_GACRC_10282016.pdf]]
|-
|}
 
====Out-Reach/In-Class Talk====
 
{| class="wikitable unsortable" width="100%" border="1" cellspacing="0" cellpadding="2" align="center"
|-
! scope="col" |Dept./Center/Institute
! scope="col" |Type
! scope="col" |Workshop PDF
|-
|BCMB8330 - Spring2025||In-Class||[[Media:GACRC-Teaching-cluster-new-user-training-workshop_bcmb8330-Spring2025.pdf]]
|-
|PHYS8602 - Spring2025||In-Class||[[Media:GACRC_Teaching_cluster_new_user_training_workshop-phys8602-Spring2025.pdf]] ; [[Media:Gacrc_handout2025_phys8602.pdf]]
|-
|-
| [[media: Using GACRC Sapelo2 Cluster-Advanced Topics.pdf]]
|Engineering FYOS - Fall 2024|| In-Class||[[Media:GACRC_overview_20240920-FYOS.pdf]]
|-
|-
| [[media: Using Conda on the GACRC Sap2test cluster v1.pdf]]
|CSP seminar - Fall 2024||Out-Reach||[[Media:GACRC_overview_20240820-CSP.pdf]]
|-
|-
| [[media: Submit and Run Jobs Efficiently and Correctly on Sapelo v1.pdf]]
|BCMB8330 - Spring2024||In-Class||[[Media:GACRC-Teaching-cluster-new-user-training-workshop_bcmb8330_Spring2024.pdf]]
|-
|-
| [[media: Python on GACRC Computing Resources v1.pdf]]
|PHYS4601/6601 - Spring2024|| In-Class||[[Media:GACRC_Teaching_cluster_new_user_training_workshop-phys4601-Spring2024.pdf]] ; [[Media:Gacrc_handout2024_phys4601.pdf]]
|-
|-
| [[media: Introduction to GACRC Storage Environment Workshop20160427 v3.pdf]]
|PHYS8601 - Spring2024||In-Class||[[Media:GACRC_Teaching_cluster_new_user_training_workshop-phys8601-Spring2024.pdf]] ; [[Media:Gacrc_handout2024_phys8601.pdf]]
|-
|-
| [[media: Blast Workshop GACRC 02012017.pdf]]
|CSP seminar - Fall 2023||Out-Reach||[[Media:GACRC_overview_20230822-CSP.pdf]]
|-
|-
| [[media: Next-Generation Sequencing Applications at GACRC 10282016.pdf]]
|BCMB8330 - Spring2023||In-Class||[[Media:GACRC-Teaching-cluster-new-user-training-workshop_bcmb8330.pdf]]
|-
|-
| [[media: Software installation on zcluster.pdf]]
|PHYS4601/6601 - Spring2023||In-Class||[[Media:GACRC_Teaching_cluster_new_user_training_workshop-phys4601.pdf]] ; [[Media:Gacrc_handout2023_phys4601.pdf]]
|-
|-
|}
|PHYS8602 - Spring2023|| In-Class||[[Media:GACRC_Teaching_cluster_new_user_training_workshop-phys8602.pdf]] ; [[Media:Gacrc_handout2023_phys8602.pdf]]
 
|-
====Out-Reach/On-Class Talk====
|ILS GradFIRST course - Fall 2022||Out-Reach||[[Media:GACRC_overview_20220901-ILS.pdf]]
 
|-
{| width="100%" border="1"  cellspacing="0" cellpadding="2" align="center" class="wikitable unsortable"
|FYOS1001 - Fall 2022||Out-Reach||[[Media:High_Performance_Computing_(HPC)_on_GACRC_Sapelo2_Cluster.pdf]]
|-
|CSP seminar - Fall 2022||Out-Reach||[[Media:GACRC_overview_20220830-CSP.pdf]]
|-
|CSP seminar - Fall 2022||Out-Reach||[[Media:Compile_and_Run_HPC_code_on_Sapelo2.pdf]]
|-
|Terry College IT - Spring2022||Out-Reach ||[[Media:GACRC_overview_20220506-Terry.pdf]]
|-
|-
! scope="col" | Dept./Center/Institute
|PHYS8601 - Spring2022||In-Class||[[Media:GACRC_Teaching_cluster_new_user_training_workshop-phys8601.pdf]]
! scope="col" | Type
! scope="col" | Workshop PDF
|-
|-
| PHYS4601/6601 - Spring2021 || On-Class || [[media: GACRC Teaching cluster new user training workshop-phys4601-2021.pdf]] ; [[media: Gacrc handout2021 phys4601.pdf]]
|PHYS4601/6601 - Spring2022||In-Class||[[Media:GACRC_Teaching_cluster_new_user_training_workshop-phys4601.pdf]] ; [[Media:Gacrc_handout2021_phys4601.pdf]]
|-
|-
| PHYS8602 - Spring2021 || On-Class || [[media: GACRC Teaching cluster new user training workshop-phys8602-2021.pdf]] ; [[media: Gacrc handout2021 phys8602.pdf]]
|PHYS8602 - Spring2021 ||In-Class||[[Media:GACRC_Teaching_cluster_new_user_training_workshop-phys8602-2021.pdf]] ; [[Media:Gacrc_handout2021_phys8602.pdf]]
|-
|-
| GENE4220 - Fall2020 || On-Class || [[media: GACRC Teaching cluster new user training workshop GENE4220 Fall2020.pdf]]
|GENE4220 - Fall2020||In-Class||[[Media:GACRC_Teaching_cluster_new_user_training_workshop_GENE4220_Fall2020.pdf]]
|-
|-
| College of Veterinary Medicine - Spring2020 || Out-Reach (jlslab) || [[media: Using GACRC Sapelo2 Cluster-Advanced Topics(1).pdf]]
|College of Veterinary Medicine - Spring2020||Out-Reach (jlslab)||[[Media:Using_GACRC_Sapelo2_Cluster-Advanced_Topics(1).pdf]]
|-
|-
| Byod Data Center - Fall2019 || On-Class (FYOS1001) || [[media: High Performance Computing (HPC) on Cluster.pdf]]
|Byod Data Center - Fall2019||In-Class (FYOS1001)||[[Media:High_Performance_Computing_(HPC)_on_Cluster.pdf]]
|-
|-
| Department of Linguistics - Fall2019 || On-class (LING6570) || [[media: GACRC Teaching cluster new user training workshop LING6570 Part2.pdf]]
|Department of Linguistics - Fall2019||In-class (LING6570)|| [[Media:GACRC_Teaching_cluster_new_user_training_workshop_LING6570_Part2.pdf]]
|-
|-
| The Center for Simulational Physics - Fall2019 || Out-Reach (Seminar Talk 20190820) || [[media: Introduction to GACRC Computing Facility - Sapelo2 Cluster CSP-Fall2019.pdf]]
|The Center for Simulational Physics - Fall2019||Out-Reach (Seminar Talk 20190820)||[[Media:Introduction_to_GACRC_Computing_Facility_-_Sapelo2_Cluster_CSP-Fall2019.pdf]]
|-
|-
| The Center for Simulational Physics || On-Class (PHYS4601/6601) || [[media:GACRC Teaching cluster new user training workshop-phys4601.pdf]] [[media:Gacrc handout2019 phys4601.pdf]]
|The Center for Simulational Physics||In-Class (PHYS4601/6601)||[[Media:GACRC_Teaching_cluster_new_user_training_workshop-phys4601.pdf]] [[Media:Gacrc_handout2019_phys4601.pdf]]
|-
|-
| The Center for Simulational Physics || On-Class (PHYS8601) || [[media:GACRC Teaching cluster new user training workshop-phys8601.pdf]] [[media:Gacrc handout2020 phys8601.pdf]]
| The Center for Simulational Physics||In-Class (PHYS8601)||[[Media:GACRC_Teaching_cluster_new_user_training_workshop-phys8601.pdf]] [[Media:Gacrc_handout2020_phys8601.pdf]]
|-
|-
| The Center for Simulational Physics || On-Class (PHYS8602) || [[media:GACRC Teaching cluster new user training workshop-phys8602.pdf]] [[media:Gacrc handout2019 phys8602.pdf]]
|The Center for Simulational Physics||In-Class (PHYS8602)||[[Media:GACRC_Teaching_cluster_new_user_training_workshop-phys8602.pdf]] [[Media:Gacrc_handout2019_phys8602.pdf]]
|-
|-
| Food Science - Fall2018 || On-Class (FYOS1001) || [[media:High Performance Computing (HPC) on Sapelo2 Cluster at GACRC.pdf]]
|Food Science - Fall2018||In-Class (FYOS1001)||[[Media:High_Performance_Computing_(HPC)_on_Sapelo2_Cluster_at_GACRC.pdf]]
|-  
|-  
| The Center for Simulational Physics - Summer2018 || Out-Reach (Seminar Talk 20180821) || [[media: Introduction to GACRC Sapelo2 cluster.pdf]]
|The Center for Simulational Physics - Summer2018||Out-Reach (Seminar Talk 20180821)||[[Media:Introduction_to_GACRC_Sapelo2_cluster.pdf]]
|-
|-
| Miller plant science - Summer2018 || Out-Reach (jlmlab) || [[media: Introduction to GACRC Sapelo2 cluster.pdf]]
|Miller plant science - Summer2018||Out-Reach (jlmlab)||[[Media:Introduction_to_GACRC_Sapelo2_cluster.pdf]]
|-
|-
| Biochemistry and Molecular Biology - Spring2018 || On-Class (BCMB8330) ||[[media: GACRC zcluster Class Training BCMB8330 Spring 2018.pdf]]
|Biochemistry and Molecular Biology - Spring2018||In-Class (BCMB8330)||[[Media:GACRC_zcluster_Class_Training_BCMB8330_Spring_2018.pdf]]
|-
|-
| The Center for Simulational Physics - Summer2017 || Out-Reach (Seminar Talk 20170831) || [[media: Introduction on HPC Resources at the GACRC.pdf]]
|The Center for Simulational Physics - Summer2017||Out-Reach (Seminar Talk 20170831)||[[Media:Introduction_on_HPC_Resources_at_the_GACRC.pdf]]
|-
|-
| Computational Physics - Spring2017 || On-class (PHYS4601/6601) || [[media: phys4601.pdf]]
|Computational Physics - Spring2017 ||In-class (PHYS4601/6601)||[[Media:Phys4601.pdf]]
|-
|-
| Computational Physics - Spring2017 || On-class (PHYS8602) || [[media: phys8602.pdf]]
|Computational Physics - Spring2017||In-class (PHYS8602)||[[Media:Phys8602.pdf]]
|-
|-
| The Institute of Bioinformatics and the Quantitative Biology Consulting Group || Out-Reach || [[media: Introduction to HPC Resources at GACRC BBB Talk 20151014.pdf]]
|The Institute of Bioinformatics and the Quantitative Biology Consulting Group||Out-Reach||[[Media:Introduction_to_HPC_Resources_at_GACRC_BBB_Talk_20151014.pdf]]
|-
|-
| The Center for Simulational Physics || Out-Reach (Seminar Talk 20160906) || [[media: Introduction to Sapelo Computing Resources at GACRC Workshop20160906.pdf]]
|The Center for Simulational Physics||Out-Reach (Seminar Talk 20160906)||[[Media:Introduction_to_Sapelo_Computing_Resources_at_GACRC_Workshop20160906.pdf]]
|-
|-
| Microbiology || On-Class (MIBO8150) || [[media: Introduction to HPC Resources at GACRC MIBO8150 20160926.pdf]]
|Microbiology||In-Class (MIBO8150)||[[Media:Introduction_to_HPC_Resources_at_GACRC_MIBO8150_20160926.pdf]]
|-
|-
| Statistics || On-Class (STAT8060) || [[media: Introduction to HPC Using zcluster at GACRC Workshop STAT8060 20150826.pdf]]
|Statistics||In-Class (STAT8060)||[[Media:Introduction_to_HPC_Using_zcluster_at_GACRC_Workshop_STAT8060_20150826.pdf]]
|-
|-
| Biochemistry and Molecular Biology || On-Class (BCMB8211) || [[media: Introduction to HPC Using zcluster at GACRC BCMB8211 20160114.pdf]]
|Biochemistry and Molecular Biology||In-Class (BCMB8211)||[[Media:Introduction_to_HPC_Using_zcluster_at_GACRC_BCMB8211_20160114.pdf]]
|-
|-
| Plant Biology || On-Class (PBIO/BINF8350) || [[media: Introduction to HPC Using zcluster at GACRC PBIO-BINF8350 20160115.pdf]]
|Plant Biology||In-Class (PBIO/BINF8350)||[[Media:Introduction_to_HPC_Using_zcluster_at_GACRC_PBIO-BINF8350_20160115.pdf]]
|-
|-
| Plant Biology - Bioinformatics Applications Fall2016 || On-Class (PBIO4550) || [[media:Introduction to HPC Using zcluster at GACRC PBIO 4550 08182016.pdf]]
|Plant Biology - Bioinformatics Applications Fall2016||In-Class (PBIO4550)||[[Media:Introduction_to_HPC_Using_zcluster_at_GACRC_PBIO_4550_08182016.pdf]]
|-
|-
| Bioinformatics - Essential Computing Skills for Biologists Fall2016 || On-Class (BINF4005) || [[media:Introduction to HPC Using zcluster at GACRC BINF 4005 08312016.pdf]]
|Bioinformatics - Essential Computing Skills for Biologists Fall2016||In-Class (BINF4005)||[[Media:Introduction_to_HPC_Using_zcluster_at_GACRC_BINF_4005_08312016.pdf]]
|-
|-
| Computers in Experimental Genetics Fall2016 || On-Class (GENE4220) || [[media:Introduction to HPC Using zcluster at GACRC GENE 4220 10192016.pdf]]
|Computers in Experimental Genetics Fall2016||In-Class (GENE4220)||[[Media:Introduction_to_HPC_Using_zcluster_at_GACRC_GENE_4220_10192016.pdf]]
|-
|-
| Statistics - Advanced Applications and Computing in R Fall2016 || On-Class (STAT8330) || [[media: Introduction to HPC Using zcluster at GACRC STAT8330 11022016.pdf]]
|Statistics - Advanced Applications and Computing in R Fall2016||In-Class (STAT8330)||[[Media:Introduction_to_HPC_Using_zcluster_at_GACRC_STAT8330_11022016.pdf]]
|}
|}


'''NOTE:''' The slides may become outdated and you should always check GACRC Wiki for up to date information.
'''NOTE:''' The slides may become outdated and you should always check GACRC Wiki for up to date information.


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==Past Sessions==
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Latest revision as of 16:43, 11 June 2025

GACRC Training

The GACRC regularly hosts training sessions on a number of subjects relevant to the use of our computational and storage resources. Scheduled trainings will be announced through the GACRC mailing list.

NOTE: New users are required to attend a Sapelo2 cluster introductory training session and information about that will be sent once an account is requested.


Regular Training Announcement

In June 2025, the GACRC is hosting 9 training sessions listed below. These training workshops will be offered remotely via Zoom Meeting. Detailed instructions for joining the Zoom meeting will be sent to your UGA email account before each training session you register for.

We will offer:

1. Linux training for Linux-inexperienced cluster new users (3 sessions)

2. Sapelo2 cluster new user training (3 sessions)

3. Using Sapelo2 Cluster at the GACRC, Part II (1 session)

4. Installing Software Packages in Virtual Environments on Sapelo2 (1 session) NEW

5. Job Parallelization with GNU Parallel and SLURM Arrays (1 session) NEW


In July 2025, the GACRC is hosting 6 training sessions listed below. These training workshops will be offered remotely via Zoom Meeting. Detailed instructions for joining the Zoom meeting will be sent to your UGA email account before each training session you register for.

We will offer:

1. Linux training for Linux-inexperienced cluster new users (3 sessions)

2. Sapelo2 cluster new user training (3 sessions)

Event Schedule

This section describes the training workshops that we offer, along with the sessions that are currently scheduled.

Sapelo2 Cluster New User Training

This mandatory training consists of an overview of the structure of Sapelo2 as well as hands-on practice submitting a job along with guidance and best practices when using the Sapelo2 cluster.

Prerequisites:

  • Linux basics. A Linux-inexperienced user must complete a prerequisite Linux training for Linux-inexperienced cluster new users.

Workshop Training Goals:

  • Understand the layout of Sapelo2
  • Understand the Sapelo2 file systems
  • Understand the Sapelo2 partitions
  • Understand the Sapelo2 software environment
  • Understand how to request computing resources and submit a computational batch job following the Sapelo2 cluster general workflow
  • Understand how to initiate an interactive job
  • Understand how to transfer files to and from the cluster
  • Understand how to get support from GACRC support team when you have any issues on cluster

Scheduled Sessions:

Title Date/Time
Using Sapelo2 Cluster at the GACRC June 12th, Thursday, 2:00 PM - 4:00 PM
Using Sapelo2 Cluster at the GACRC June 20th, Friday, 2:00 PM - 4:00 PM
Using Sapelo2 Cluster at the GACRC July 10th, Thursday, 2:00 PM - 4:00 PM
Using Sapelo2 Cluster at the GACRC July 16th, Wednesday, 2:00 PM - 4:00 PM
Using Sapelo2 Cluster at the GACRC July 25th, Friday, 2:00 PM - 4:00 PM


Linux Training for Linux-inexperienced Cluster New Users

The Sapelo2 High Performance Computing (HPC) cluster runs a headless Linux distribution as the operating system on each of its constituent nodes. The term headless refers to the fact that these nodes do not have a desktop graphical user interface (GUI) installed by default. Graphical desktop environments consume resources that analyses could otherwise use, so users employ a command-line interface (CLI) instead. To interact with these resources, users connect to a remote terminal via SSH and execute commands.

The Linux Training workshop provides hands-on practice of the fundamental Linux commands necessary to interact with HPC resources.

Prerequisite:

Please watch the introductory videos on Linux, basic Linux terms, and Linux Paths and Directories (total ~17 minutes) before attending the training workshop.

Training Goals:

1. Understand fundamental concepts of Linux working environment (filesystem hierarchy, path, PATH, etc.)

2. Know how to use Linux common commands (ls, cd, pwd, cat, more, nano, mkdir, rm, cp, mv, etc.)

3. Understand what is Linux bash shell and know how to make a simple Linux script and run it in Linux environment

Scheduled Sessions:

Title Date/Time
Use Linux on Cluster June 18th, Wednesday, 1:00 PM - 3:00 PM
Use Linux on Cluster July 8th, Tuesday, 1:00 PM - 3:00 PM
Use Linux on Cluster July 14th, Monday, 1:00 PM - 3:00 PM
Use Linux on Cluster July 23rd, Wednesday, 1:00 PM - 3:00 PM


Using Sapelo2 Cluster at the GACRC, Part II

This workshop will cover high-performance computing on Sapelo2, including job scheduling, resource requests (CPU, memory, GPU), and techniques for optimizing job performance.

Prerequisites:

  • Linux basics. A Linux-inexperienced user must complete a prerequisite Linux training for Linux-inexperienced cluster new users.
  • Sapelo2 cluster new user training. Fundamental HPC and Sapelo2 knowledge is required for this advanced Sapelo2 workshop.

Training Goals:

1. Learn about high-performance computing framework

2. Why is my job pending? How can I get my job to start sooner? How to find available computing resources on Sapelo2?

3. How to request computing resources such as nodes, CPU cores, memory, GPU device, etc. to run serial, threaded, MPI, and GPU jobs on Sapelo2?

4. How can I make my job run more efficiently (through the correct use of software and hardware)?

5. A quick intro to MPI library and how to compile/run MPI jobs on Sapelo2

Scheduled Sessions:

Title Date/Time
Using Sapelo2 Cluster at the GACRC, Part II June 27th, Friday, 2:00 PM - 4:00 PM


Installing Software Packages in Virtual Environments on Sapelo2

This workshop will cover the basics of virtual environments as well as provide practical guidance and best practices for using virtual environments on the Sapelo2 cluster. Participants will learn the basics of creating and configuring virtual environments, how to install software packages in both a Conda virtual environment and a Python virtual environment, and manage dependencies in their environments.

Prerequisite:

Must already have strong understanding of the Linux environment and Sapelo2.

Training Goals:

1. Learn how to create a virtual environment on Sapelo2

2. Be able to install software packages into both Conda and Python virtual environments

3. Understand how to manage dependencies of their virtual environments

Scheduled Sessions:

Title Date/Time
Installing Software Packages in Virtual Environments on Sapelo2 June 17th, Tuesday, 2:00 PM - 3:00 PM


Job Parallelization with GNU Parallel and Slurm Arrays

Learn how to run multiple commands in parallel using GNU Parallel and Slurm Arrays. These tools greatly reduce the runtime of certain types of jobs by running multiple instances of the same command in parallel. The workshop focuses on problems that involve executing the same command on multiple different inputs. This workshop is intended for users comfortable writing job submission scripts and using a command line. Concurrent and parallel programming techniques are not covered in this workshop.

Prerequisite:

Must already have strong understanding of the Linux environment and Sapelo2.

Training Goals:

1. Understand which jobs benefit from GNU Parallel and Slurm Arrays

2. Use GNU Parallel and Slurm Arrays to parallelize jobs

3. Understand the differences and similarities between GNU Parallel and Slurm Arrays

Scheduled Sessions:

Title Date/Time
Job Parallelization with GNU Parallel and Slurm Arrays June 26th, Thursday, 1:00 PM - 2:30 PM


How to Register

The training workshops Using Sapelo2 Cluster at the GACRC and Use Linux on Cluster are ONLY offered to new users who need user accounts on the GACRC Sapelo2 cluster or current Sapelo2 users seeking a refresher. If you would like to use the cluster, please ask your group PI/UGA faculty member to send us an account creation request for you, using the User Account Request Form.

If you would like to attend the Using Sapelo2 Cluster at the GACRC, Part II, the Installing Software Packages in Virtual Environments on Sapelo2, and/or the Job Parallelization with GNU Parallel and Slurm Arrays training workshops, please send us a request using the GACRC Training Request Form. In your request, please tell us which session(s) you would like to attend.


Download

This section provides the slides that we use for our current workshops and material used for several of our past training events and presentations.

Sapelo2 Cluster Training

Media:GACRC_Sapelo2_cluster_new_user_training_workshop_v10.8.pdf

Teaching Cluster Training

Media:GACRC-Teaching-cluster-new-user-training-workshop-Spring2025.pdf

Linux Training for New Cluster Users

Media:Linux_Training_For_New_Users_Of_Cluster_Suchi_04252019.pdf

Installing Software Packages in Virtual Environments on Sapelo2

Media:GACRC_virtual_environments_training_v1.1.pdf

Job Parallelization with GNU Parallel and Slurm Arrays

Media:GNU_Parallel_and_SLURM_Arrays_v1.pdf

Python Basics

Media:Python_Language_Basics_I_v5.1.pdf
Media:Python_Language_Basics_II_v5.1.pdf
Media:Python_Basics_v6.1.pdf

R Basics

Media:R_Language_Basics_PowerPoint_v2.0.pdf
Media:R_Language_Basics_Document_v2.0.pdf
Media:R_Language_Basics_part_2_Powerpoint_v1.0.pdf
Media:R_Language_Basics_part_2_Document_v1.0.pdf

Perl Basics

Media:Perl_Language_Basics_I_Workshop_v1.pdf

Sap2test Migration Training

Media:Migrating_to_Slurm_and_new_software_environment.pdf

Please note: To help users familiarize with Slurm and the test cluster environment, we have prepared some training videos that are available from the GACRC's Kaltura channel at https://kaltura.uga.edu/channel/GACRC/176125031 (login with MyID and password is required).

Topical Sessions

Media:AI_Resources_on_the_GACRC_Sapelo2_Cluster.pdf
Media:Using_Sapelo2_Cluster_at_the_GACRC_Part_II_Rocky8.pdf
Media:Using_Conda_on_the_GACRC_Sap2test_cluster_v1.pdf
Media:Blast_Workshop_GACRC_02012017.pdf
Media:Next-Generation_Sequencing_Applications_at_GACRC_10282016.pdf

Out-Reach/In-Class Talk

Dept./Center/Institute Type Workshop PDF
BCMB8330 - Spring2025 In-Class Media:GACRC-Teaching-cluster-new-user-training-workshop_bcmb8330-Spring2025.pdf
PHYS8602 - Spring2025 In-Class Media:GACRC_Teaching_cluster_new_user_training_workshop-phys8602-Spring2025.pdf ; Media:Gacrc_handout2025_phys8602.pdf
Engineering FYOS - Fall 2024 In-Class Media:GACRC_overview_20240920-FYOS.pdf
CSP seminar - Fall 2024 Out-Reach Media:GACRC_overview_20240820-CSP.pdf
BCMB8330 - Spring2024 In-Class Media:GACRC-Teaching-cluster-new-user-training-workshop_bcmb8330_Spring2024.pdf
PHYS4601/6601 - Spring2024 In-Class Media:GACRC_Teaching_cluster_new_user_training_workshop-phys4601-Spring2024.pdf ; Media:Gacrc_handout2024_phys4601.pdf
PHYS8601 - Spring2024 In-Class Media:GACRC_Teaching_cluster_new_user_training_workshop-phys8601-Spring2024.pdf ; Media:Gacrc_handout2024_phys8601.pdf
CSP seminar - Fall 2023 Out-Reach Media:GACRC_overview_20230822-CSP.pdf
BCMB8330 - Spring2023 In-Class Media:GACRC-Teaching-cluster-new-user-training-workshop_bcmb8330.pdf
PHYS4601/6601 - Spring2023 In-Class Media:GACRC_Teaching_cluster_new_user_training_workshop-phys4601.pdf ; Media:Gacrc_handout2023_phys4601.pdf
PHYS8602 - Spring2023 In-Class Media:GACRC_Teaching_cluster_new_user_training_workshop-phys8602.pdf ; Media:Gacrc_handout2023_phys8602.pdf
ILS GradFIRST course - Fall 2022 Out-Reach Media:GACRC_overview_20220901-ILS.pdf
FYOS1001 - Fall 2022 Out-Reach Media:High_Performance_Computing_(HPC)_on_GACRC_Sapelo2_Cluster.pdf
CSP seminar - Fall 2022 Out-Reach Media:GACRC_overview_20220830-CSP.pdf
CSP seminar - Fall 2022 Out-Reach Media:Compile_and_Run_HPC_code_on_Sapelo2.pdf
Terry College IT - Spring2022 Out-Reach Media:GACRC_overview_20220506-Terry.pdf
PHYS8601 - Spring2022 In-Class Media:GACRC_Teaching_cluster_new_user_training_workshop-phys8601.pdf
PHYS4601/6601 - Spring2022 In-Class Media:GACRC_Teaching_cluster_new_user_training_workshop-phys4601.pdf ; Media:Gacrc_handout2021_phys4601.pdf
PHYS8602 - Spring2021 In-Class Media:GACRC_Teaching_cluster_new_user_training_workshop-phys8602-2021.pdf ; Media:Gacrc_handout2021_phys8602.pdf
GENE4220 - Fall2020 In-Class Media:GACRC_Teaching_cluster_new_user_training_workshop_GENE4220_Fall2020.pdf
College of Veterinary Medicine - Spring2020 Out-Reach (jlslab) Media:Using_GACRC_Sapelo2_Cluster-Advanced_Topics(1).pdf
Byod Data Center - Fall2019 In-Class (FYOS1001) Media:High_Performance_Computing_(HPC)_on_Cluster.pdf
Department of Linguistics - Fall2019 In-class (LING6570) Media:GACRC_Teaching_cluster_new_user_training_workshop_LING6570_Part2.pdf
The Center for Simulational Physics - Fall2019 Out-Reach (Seminar Talk 20190820) Media:Introduction_to_GACRC_Computing_Facility_-_Sapelo2_Cluster_CSP-Fall2019.pdf
The Center for Simulational Physics In-Class (PHYS4601/6601) Media:GACRC_Teaching_cluster_new_user_training_workshop-phys4601.pdf Media:Gacrc_handout2019_phys4601.pdf
The Center for Simulational Physics In-Class (PHYS8601) Media:GACRC_Teaching_cluster_new_user_training_workshop-phys8601.pdf Media:Gacrc_handout2020_phys8601.pdf
The Center for Simulational Physics In-Class (PHYS8602) Media:GACRC_Teaching_cluster_new_user_training_workshop-phys8602.pdf Media:Gacrc_handout2019_phys8602.pdf
Food Science - Fall2018 In-Class (FYOS1001) Media:High_Performance_Computing_(HPC)_on_Sapelo2_Cluster_at_GACRC.pdf
The Center for Simulational Physics - Summer2018 Out-Reach (Seminar Talk 20180821) Media:Introduction_to_GACRC_Sapelo2_cluster.pdf
Miller plant science - Summer2018 Out-Reach (jlmlab) Media:Introduction_to_GACRC_Sapelo2_cluster.pdf
Biochemistry and Molecular Biology - Spring2018 In-Class (BCMB8330) Media:GACRC_zcluster_Class_Training_BCMB8330_Spring_2018.pdf
The Center for Simulational Physics - Summer2017 Out-Reach (Seminar Talk 20170831) Media:Introduction_on_HPC_Resources_at_the_GACRC.pdf
Computational Physics - Spring2017 In-class (PHYS4601/6601) Media:Phys4601.pdf
Computational Physics - Spring2017 In-class (PHYS8602) Media:Phys8602.pdf
The Institute of Bioinformatics and the Quantitative Biology Consulting Group Out-Reach Media:Introduction_to_HPC_Resources_at_GACRC_BBB_Talk_20151014.pdf
The Center for Simulational Physics Out-Reach (Seminar Talk 20160906) Media:Introduction_to_Sapelo_Computing_Resources_at_GACRC_Workshop20160906.pdf
Microbiology In-Class (MIBO8150) Media:Introduction_to_HPC_Resources_at_GACRC_MIBO8150_20160926.pdf
Statistics In-Class (STAT8060) Media:Introduction_to_HPC_Using_zcluster_at_GACRC_Workshop_STAT8060_20150826.pdf
Biochemistry and Molecular Biology In-Class (BCMB8211) Media:Introduction_to_HPC_Using_zcluster_at_GACRC_BCMB8211_20160114.pdf
Plant Biology In-Class (PBIO/BINF8350) Media:Introduction_to_HPC_Using_zcluster_at_GACRC_PBIO-BINF8350_20160115.pdf
Plant Biology - Bioinformatics Applications Fall2016 In-Class (PBIO4550) Media:Introduction_to_HPC_Using_zcluster_at_GACRC_PBIO_4550_08182016.pdf
Bioinformatics - Essential Computing Skills for Biologists Fall2016 In-Class (BINF4005) Media:Introduction_to_HPC_Using_zcluster_at_GACRC_BINF_4005_08312016.pdf
Computers in Experimental Genetics Fall2016 In-Class (GENE4220) Media:Introduction_to_HPC_Using_zcluster_at_GACRC_GENE_4220_10192016.pdf
Statistics - Advanced Applications and Computing in R Fall2016 In-Class (STAT8330) Media:Introduction_to_HPC_Using_zcluster_at_GACRC_STAT8330_11022016.pdf

NOTE: The slides may become outdated and you should always check GACRC Wiki for up to date information.


Retrieved from "https://wiki.gacrc.uga.edu/index.php?title=Training&oldid=22430"