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==Training Sessions==
==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.  
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 an introductory training session and information about that will be sent once an account is requested.'''
'''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.'''




==Event Announcement==
==Regular Training Announcement==
In '''November 2024''', the GACRC is hosting 7 training sessions (3 Linux basics and 3 Sapelo2 cluster new user trainings and 1 Using Sapelo2 Cluster at the GACRC, Part II training).


Dear GACRC User,
We will offer:


The GACRC is going to host '''five''' training workshops in this '''December 2015''' at Life Sciences Building, room C128. Each training workshop has '''25''' seat capacity. The '''five''' workshops will provide an introduction to the GACRC Linux high performance computing (HPC) clusters, and the Linux basics.
1. Linux training for Linux-inexperienced cluster new users (3 sessions)


2. Sapelo2 cluster new user training (3 sessions)


'''Who Should Attend:'''
3. Using Sapelo2 Cluster at the GACRC, Part II (1 session)


New HPC cluster and zcluster users, or researchers who are interested in learning about the GACRC computing resources and Linux basics (Linux OS, Linux filesystem, shell, and common commands, etc.).




'''Details:'''
In '''December 2024''', the GACRC is hosting 7 training sessions (3 Linux basics and 3 Sapelo2 cluster new user trainings and 1 Using Sapelo2 Cluster at the GACRC, Part II training).
Title: '''Introduction to HPC Using the New Cluster at GACRC'''


Date: December 4th, 2015, Friday
We will offer:


Time: 10:00 AM - 11:30 AM
1. Linux training for Linux-inexperienced cluster new users (3 sessions)


Location: Life Sciences Building, room C128
2. Sapelo2 cluster new user training (3 sessions)


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


What's the new cluster at GACRC


New cluster's current computing resources


New cluster software environment


How to operate with the new cluster


How to work with the new cluster, e.g., how to run interactive jobs; how to run batch jobs; how to make job submission scripts and request computing resources; how to check job status, etc.
'''Please Note:''' The training workshops 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.


==Event Schedule==


Title: '''Introduction to HPC Using zcluster at GACRC'''
===Sapelo2 Cluster New User Training===


Date: December 7th, 2015, Monday
Our Sapelo2 training consists of 1 hr 30 mins of instructional videos, followed by a 1 hr 30 min workshop.


Time: 2:00 PM - 3:30 PM
'''Prerequisites:'''


Location: Life Sciences Building, room C128
* Linux basics. A Linux-inexperienced user must complete a prerequisite Linux training for Linux-inexperienced cluster new users.


Focus:
'''Workshop Training Goals:'''


What's zcluster at GACRC
* Understand the layout of Sapelo2


zcluster current computing resources
* Understand the Sapelo2 file systems


zcluster software environment
* Understand the Sapelo2 partitions


How to work with zcluster, e.g., how to run interactive jobs; how to run batch jobs and request computing resources; how to make job submission scripts; how to check job status, etc.
* Understand the Sapelo2 software environment


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


Title: '''Introduction to Linux Basics Part-I'''
* Understand how to initiate an interactive job


Date: December 11th, 2015, Friday
* Understand how to transfer files to and from the cluster


Time: 10:00 AM - 11:30 AM
* Understand how to get support from GACRC support team when you have any issues on cluster


Location: Life Sciences Building, room C128
{| class="wikitable unsortable" width="100%" border="1" cellspacing="0" cellpadding="2" align="center"
|-
! scope="col" |Title
! scope="col" |Date/Time
|-
|Using Sapelo2 Cluster at the GACRC
|November 14th, Thursday, 2:00 PM - 4:00 PM
|-
|Using Sapelo2 Cluster at the GACRC
|November 20th, Wednesday, 2:00 PM - 4:00 PM
|-
|Using Sapelo2 Cluster at the GACRC
|December 5th, Thursday, 2:00 PM - 4:00 PM
|-
|Using Sapelo2 Cluster at the GACRC
|December 11th, Wednesday, 2:00 PM - 4:00 PM
|-
|Using Sapelo2 Cluster at the GACRC
|December 19th, Thursday, 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.


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


Linux OS and brief history
* [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]


Linux command, filesystem, and shell
'''Training Goals:'''


Linux common commands, etc.
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.)


Title: '''Introduction to HPC Using the New Cluster at GACRC'''
3. Understand what is Linux bash shell and know how to make a simple Linux script and run it in Linux environment


Date: December 14th, 2015, Monday
{| class="wikitable unsortable" width="100%" border="1" cellspacing="0" cellpadding="2" align="center"
|-
! scope="col" | Title
! scope="col" |Date/Time
|-
|Use Linux on Cluster
|December 3rd, Tuesday, 1:00 PM - 3:00 PM
|-
|Use Linux on Cluster
|December 9th, Monday, 1:00 PM - 3:00 PM
|-
|Use Linux on Cluster
|December 17th, Tuesday, 1:00 PM - 3:00 PM
|}


Time: 2:00 PM - 3:30 PM
===Using Sapelo2 Cluster at the GACRC, Part II===
'''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.


Location: Life Sciences Building, room C128
'''Training Goals:'''


Focus:
1. Learn about high-performance computing framework


What's the new cluster at GACRC
2. Why is my job pending? How can I get my job to start sooner? How to find available computing resources on Sapelo2?


New cluster's current computing resources
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?


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


How to operate with the new cluster
5. A quick intro to MPI library and how to compile/run MPI jobs on Sapelo2


How to work with the new cluster, e.g., how to run interactive jobs; how to run batch jobs; how to make job submission scripts and request computing resources; how to check job status, etc.
{| class="wikitable unsortable" width="100%" border="1" cellspacing="0" cellpadding="2" align="center"
|-
! scope="col" | Title
! scope="col" |Date/Time
|-
|Using Sapelo2 Cluster at the GACRC, Part II
|November 15th, Friday, 2:00 PM - 4:00 PM
|-
|Using Sapelo2 Cluster at the GACRC, Part II
|December 13th, Friday, 2:00 PM - 4:00 PM
|}


===Python Basics===
'''Prerequisite:''' No prerequisites


Title: '''Introduction to HPC Using zcluster at GACRC'''
'''Training Goals:'''


Date: December 18th, 2015, Friday
1. Understand Python scientific modules and distributions


Time: 10:00 AM - 11:30 AM
2. Understand Python general lexical conventions; Python built-in data types, like string, list, tuple, dictionary, etc.


Location: Life Sciences Building, room C128
3. Understand Python programming structures and procedural programming using functions


Focus:
{| class="wikitable unsortable" width="100%" border="1" cellspacing="0" cellpadding="2" align="center"
|-
! scope="col" | Title
! scope="col" |Date/Time
|-
|Python Basics I||Not scheduled
|-
|Python Basics II||Not scheduled
|-
|}


What's zcluster at GACRC
===R Basics===
'''Prerequisite:''' No prerequisites


zcluster current computing resources
'''Training Goals:'''


zcluster software environment
1. Understand fundamentals of R language, e.g. R general lexical conventions, data types, functions, and packages. Part 2 will introduce loops and functions.


How to work with zcluster, e.g., how to run interactive jobs; how to run batch jobs and request computing resources; how to make job submission scripts; how to check job status, etc.
2. Be able to manipulate and create data frames using built in functions and the dplyr package.


3. Interact with your file system and submit R code as a batch job to Sapelo 2. 
   
   


If you would like to attend, please respond by email to: '''zhuofei@uga.edu'''. Also please tell us which session you want to attend.
{| class="wikitable unsortable" width="100%" border="1" cellspacing="0" cellpadding="2" align="center"
|-
! scope="col" |Title
! scope="col" |Date/Time
|-
| R Basics I||Not scheduled
|-
|R Basics II||Not scheduled
|-
|}


We have '''25''' seats in the lab room, so we have a '''25 user/workshop''' limit. Please respond at your earliest convenience to register to guarantee your seat. You are welcome and encouraged to attend those workshops to learn about how to work with the HPC clusters at the GACRC.
===Conda===
'''Prerequisite:''' No prerequisites


The GACRC is going to host other training workshops and seminars covering various HPC topics, including HPC introduction, Linux working environment (Linux Part III), bioinformatics applications on zcluster, etc., in the near future. We will announce those events when they are scheduled.
'''Training Goals:'''


The GACRC Web Training page can be found at http://gacrc.uga.edu/help/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.
1. Understand fundamentals of conda environment


2. Use conda to create and configure your own virtual environments


Sincerely,
3. Activate your environments to run python apps from your home directory on Sapelo2


GACRC Staff
{| class="wikitable unsortable" width="100%" border="1" cellspacing="0" cellpadding="2" align="center"
|-
! scope="col" |Title
! scope="col" |Date/Time
|-
|Conda Basics||Not scheduled
|-
|}


--------------------------------


Dear GACRC Users,
==How to Register==


The GACRC is going to host '''six''' training workshops in the coming January 2016 at Life Sciences Building, room C128. The '''six''' workshops will provide an introduction to the GACRC Linux high performance computing (HPC) clusters and the Linux basics. We also offer a Linux practice session for GACRC users to obtain Linux hands-on working experiences.
'''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
If you want to attend '''Python Basics''', '''R''', 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.


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.


'''Who Should Attend:'''
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.


New HPC cluster and zcluster users, or researchers who are interested in learning about the GACRC computing resources and Linux basics (Linux OS, Linux filesystem, shell, and common commands, scripting, etc.).
== Topic Introduction==


Title: '''Sap2test cluster migration training'''


'''Details:'''
Focus: Slurm queueing system, including Slurm job commands, job environment variables, and job submission headers, etc.


Title: '''Introduction to HPC Using the New Cluster at GACRC'''
The new software environment on Sap2test


Date: January 6th, 2016, Wednesday
Other important topics related to Sap2test working environment


Time: 3:00 PM - 4:30 PM


Location: Life Sciences Building, room C128
Title: '''Using Sapelo2 Cluster at the GACRC'''


Focus:
Focus: Sapelo2 HPC cluster and computational batch job submission workflow


What's the new cluster at GACRC
Cluster's storage environment


New cluster's current computing resources
Computational queues on cluster


New cluster software environment
Software environment


How to operate with the new cluster
How to submit computational batch jobs


How to work with the new cluster, e.g., how to run interactive jobs; how to run batch jobs; how to make job submission scripts and request computing resources; how to check job status, etc.
Other tips and guidelines for users
   
   


Title: '''Introduction to HPC Using zcluster at GACRC'''
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'''
 
Focus: Linux OS fundamentals
 
Linux common commands, filesystem, and shell
 
Linux shell scripting basics
 
Common Linux utilities, e.g., grep, sed, find, sort, and awk, etc.


Date: January 11th, 2016, Monday
Linux Hands-on practice


Time: 10:00 AM - 11:30 AM


Location: Life Sciences Building, room C128
Title: '''Python Basics I, II'''


Focus:
Focus of I: Python language overview, scientific modules and distributions


What's zcluster at GACRC
Python general lexical conventions


zcluster current computing resources
Basic built-in data types, like string, list, tuple, dictionary, etc.


zcluster software environment
Focus of II: Programming structures: control flow and loop


How to work with zcluster, e.g., how to run interactive jobs; how to run batch jobs and request computing resources; how to make job submission scripts; how to check job status, etc.
Function: procedural programming with examples, lambda expression, factory function and generator




Title: '''Introduction to Linux Basics Part-I'''
Title: '''R Basics I, II'''


Date: January 13th, 2016, Wednesday
Focus of I: R language overview,general lexical conventions, data types, functions, and packages.


Time: 3:00 PM - 4:30 PM
Basic built-in data types, like string, numeric, list, dataframe etc. Using the dplyr package.


Location: Life Sciences Building, room C128
Focus of II: Programming structures: control flow, loops and functions


Focus:
Title: '''Python on GACRC Sapelo2 Cluster'''


Linux OS and brief history
Focus: Install Python packages/modules in a user's home directory on Sapelo2 cluster


Linux command, filesystem, and shell
Python versions installed on Sapelo2


Linux common commands, etc.
Python environment details on Sapelo2


How to know a Python package is installed or not on Sapelo2


Title: '''Linux Hands-on Practice Session (Basic Linux knowledge required)'''
How to install a Python package in user's home directory on Sapelo2


Date: January 20th, 2016, Wednesday


Time: 3:00 PM - 4:30 PM
Title: '''Do It Yourself: Using Conda to create and run python environments to suit your computing needs effortlessly!'''


Location: Life Sciences Building, room C128
Focus: Use conda to create and configure your own python virtual environments; Activate your environments to run python apps from your home directory on Sapelo2


Focus:
What is Conda and its environment


Hands-on practice on Linux common commands and shell scripting with common Linux utilities, e.g., sort, find, grep, awk, and sed etc.
Conda on Sapelo2


Use conda to create and configure your own python virtual environments


Title: '''Introduction to HPC Using the New Cluster at GACRC'''
Activate your environments to run python apps from your home directory on Sapelo2


Date: January 25th, 2016, Monday


Time: 10:00 AM - 11:30 AM
Title: '''How to submit and run jobs efficiently and correctly on Sapelo2'''


Location: Life Sciences Building, room C128
Focus: Sapelo2 cluster general workflow and correct computing resource requesting


Focus:
Overview of Sapelo2 cluster with reference tables and operational diagrams


What's the new cluster at GACRC
Sapelo2 batch job submission workflow taking global scratch as job working space


New cluster's current computing resources
How to request computing resources correctly


New cluster software environment
How to run pipeline tasks and what are advantages/disadvantages of different options


How to operate with the new cluster
Sapelo2 cluster guideline and practical tips


How to work with the new cluster, e.g., how to run interactive jobs; how to run batch jobs; how to make job submission scripts and request computing resources; how to check job status, etc.


Title: '''GACRC Storage Environment'''


Title: '''Introduction to HPC Using zcluster at GACRC'''
Focus: Overview of Linux common commands related to file and folder operations


Date: January 27th, 2016, Wednesday
Overview of the storage enviornment of zcluster and Sapelo cluster at GACRC


Time: 3:00 PM - 4:30 PM
How to transfer data between local and GACRC storage


Location: Life Sciences Building, room C128
New file transfer node xfer2 and how to use it to transfer data between zcluster and the new cluster


Focus:
GACRC suggestions on good practices on GACRC storage, etc;


What's zcluster at GACRC


zcluster current computing resources
Title: '''NCBI Blast application on sapelo'''


zcluster software environment
Focus: Introduction to BLAST


How to work with zcluster, e.g., how to run interactive jobs; how to run batch jobs and request computing resources; how to make job submission scripts; how to check job status, etc.
BLAST job submission to sapelo


Advantages & Disadvantages: NCBI website vs run at sapelo.
If you would like to attend, please respond by email to: '''zhuofei@uga.edu''' or '''pakala@uga.edu'''. Also please tell us which session you want to attend.
 
Understand BLAST output
 
Troubleshooting the BLAST results
 
 
Title: '''NGS application overview at GACRC'''
 
Focus: Overview of Bioinformatics software available on HPC clusters at GACRC
 
It’s a brave new world – NGS and its Applications 
 
Hardware, Software, Databases available at GACRC
 
NGS project: Logistics and resource considerations
 
Best practices, common mistakes, troubleshooting and getting help from GACRC
 
 
Title: '''Perl Language Basics I, II'''


We have '''25''' seats in the lab room, so we have a 25 user/workshop limit. Please respond at your earliest convenience to register to guarantee your seat. You are welcome and encouraged to attend those workshops to learn about how to work with the HPC clusters at the GACRC.
Focus of I: Overview of Perl language,  


The GACRC is going to host other training workshops and seminars covering various HPC topics, including HPC introduction, Linux working environment and utilities (Linux Part III), Bioinfomatics applications, scientific programming, etc., in the near future. We will announce those events when they are scheduled.
Perl general scripting style


The GACRC Web Training page can be found at http://gacrc.uga.edu/help/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.
Perl fundamental data types


Focus of II: Program structure: control flow and loop


Sincerely,
Perl subroutine


GACRC Staff
Perl I/O


==Upcoming Sessions==
==Download==


The GACRC is going to host '''seven''' training workshops in this '''November''' at '''Life Sciences Building, room C128'''. The workshops will provide an introduction to the Linux basics and GACRC Linux high performance computing (HPC) clusters and other computing resources.
====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]]
|-
|-
! scope="col" | Presentation Date/Time
|}
! scope="col" | Location
 
! scope="col" | Title
====Sap2test Migration Training====
 
{| class="wikitable unsortable" width="100%" border="1" cellspacing="0" cellpadding="2" align="center"
|-
|-
| December 11th, 2015, Friday, 10:00 AM - 11:30 AM || Davison Life Sciences Complex C128 || Introduction to Linux Basics Part-I
|[[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).
 
==== Teaching Cluster Training====
 
{| class="wikitable unsortable" width="100%" border="1" cellspacing="0" cellpadding="2" align="center"
|-
|-
| December 14th, 2015, Monday, 2:00 PM - 3:30 PM || Davison Life Sciences Complex C128 || Introduction to HPC Using the New Cluster at GACRC
|[[Media:GACRC-Teaching-cluster-new-user-training-workshop_Fall2024.pdf]]
|-
|-
| December 18th, 2015, Friday, 10:00 AM - 11:30 AM || Davison Life Sciences Complex C128 || Introduction to HPC Using zcluster at GACRC
|}
|}


==Past Sessions==
====Linux Training for New Cluster Users====


{| 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" | Presentation Date/Time
|[[Media:Linux_Training_For_New_Users_Of_Cluster_Suchi_04252019.pdf]]
! scope="col" | Location
! scope="col" | Title
|-
|-
| December 7th, 2015, Monday, 2:00 PM - 3:30 PM || Davison Life Sciences Complex C128 || Introduction to HPC Using zcluster at GACRC
|-
| December 4th, 2015, Friday, 10:00 AM - 11:30 AM || Davison Life Sciences Complex C128 || Introduction to HPC Using the New Cluster at GACRC
|}
|}


[[Past Sessions in 2015]]
==== Python Basics====
 
==Presentation Slides Download==


{| 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_II_v5.1.pdf]]
|-
|[[Media:Python_Basics_v6.1.pdf]]
|-
|}


===GACRC Computing Resources===
====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"
|-
|-
! scope="col" | Workshop PDF
|[[Media:R Language Basics PowerPoint v2.0.1.pdf|Media:R_Language_Basics_PowerPoint_v2.0.pdf]]
|-
|-
| [[media: Introduction to HPC Using the New Cluster at GACRC Workshop20151109 v6.pdf]]
|[[Media:R_Language_Basics_Document_v2.0.pdf]]
|-
|-
| [[media: Introduction to HPC Using zcluster at GACRC Workshop20151203 v5.pdf]]
|[[Media:R_Language_Basics_part_2_Powerpoint_v1.0.pdf]]
|-
|-
| [[media: Introduction to GACRC Storage Environment Workshop20151109 v2.pdf]]
|[[Media:R_Language_Basics_part_2_Document_v1.0.pdf]]
|-
|-
|}
|}


====Perl Basics====


===BioInfo Application on GACRC Computing Resources===
{| class="wikitable unsortable" width="100%" border="1" cellspacing="0" cellpadding="2" align="center"
 
{| width="100%" border="1" cellspacing="0" cellpadding="2" align="center" class="wikitable unsortable"
|-
! scope="col" | Workshop PDF
|-
|-
| [[media: Introduction to HPC Using zcluster at GACRC Workshop Pakala 12072015.pdf]]
|[[Media:Perl_Language_Basics_I_Workshop_v1.pdf]]
|-
|-
|}
|}


====Topical Sessions====


===Linux Basics===
{| class="wikitable unsortable" width="100%" border="1" cellspacing="0" cellpadding="2" align="center"
 
|
{| width="100%" border="1" cellspacing="0" cellpadding="2" align="center" class="wikitable unsortable"
|-
| [[Media:AI_Resources_on_the_GACRC_Sapelo2_Cluster.pdf]]
|-
| [[Media:Using_Sapelo2_Cluster_at_the_GACRC_Part_II_Rocky8.pdf]]
|-
|-
! scope="col" | Workshop PDF
| [[Media:Using_Conda_on_the_GACRC_Sap2test_cluster_v1.pdf]]
|-
|-
| [[media: Introduction to Linux Basics Part-II Workshop20151130 v2.pdf]]
|[[Media:Blast_Workshop_GACRC_02012017.pdf]]
|-
|-
| [[media: Introduction to Linux Basics Part-I Workshop20150915 v2.pdf]]
|[[Media:Next-Generation_Sequencing_Applications_at_GACRC_10282016.pdf]]
|-
|-
|}
|}


===Out-Reach Talk===
==== Out-Reach/On-Class Talk====
{| 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" | Dept./Center/Institute
! scope="col" | Dept./Center/Institute
! scope="col" | Date
! scope="col" | Type
! scope="col" | Workshop PDF
! scope="col" |Workshop 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]]
|-
|-
| The Institute of Bioinformatics and the Quantitative Biology Consulting Group || 2015-10-14 || [[media: Introduction to HPC Resources at GACRC BBB Talk 20151014.pdf]]
|Microbiology||In-Class (MIBO8150) ||[[Media:Introduction_to_HPC_Resources_at_GACRC_MIBO8150_20160926.pdf]]
|-
|-
| The Center for Simulational Physics || 2015-09-15 || [[media: Introduction to HPC Using the New Cluster at GACRC Workshop CSP20150915 v2.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.
== Past Sessions ==


===On-Class Training===
[[Pass Sessions in 2021]]


{|  width="100%" border="1"  cellspacing="0" cellpadding="2" align="center" class="wikitable unsortable"
[[Past Sessions in 2020]]
|-
 
! scope="col" | Course ID
[[Past Sessions in 2019]]
! scope="col" | Course Title
 
! scope="col" | Workshop PDF
[[Past Sessions in 2018]]
|-
 
| MIBO 8150 || Introduction to UGA Research Resources || [[media: Introduction to HPC Resources at GACRC MIBO8150 20151007.pdf]]
[[Past Sessions in 2017]]
|-
| STAT 8060 || Computing Techniques in Statistics I || [[media: Introduction to HPC Using zcluster at GACRC Workshop STAT8060 20150826.pdf]]
|}


[[Past Sessions in 2016]]


'''NOTE:''' The slides may become outdated and you should always check GACRC Wiki for up to date information.
[[Past Sessions in 2015]]

Latest revision as of 10:45, 13 November 2024

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 November 2024, the GACRC is hosting 7 training sessions (3 Linux basics and 3 Sapelo2 cluster new user trainings and 1 Using Sapelo2 Cluster at the GACRC, Part II training).

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)


In December 2024, the GACRC is hosting 7 training sessions (3 Linux basics and 3 Sapelo2 cluster new user trainings and 1 Using Sapelo2 Cluster at the GACRC, Part II training).

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)



Please Note: The training workshops 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.

Event Schedule

Sapelo2 Cluster New User Training

Our Sapelo2 training consists of 1 hr 30 mins of instructional videos, followed by a 1 hr 30 min workshop.

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
Title Date/Time
Using Sapelo2 Cluster at the GACRC November 14th, Thursday, 2:00 PM - 4:00 PM
Using Sapelo2 Cluster at the GACRC November 20th, Wednesday, 2:00 PM - 4:00 PM
Using Sapelo2 Cluster at the GACRC December 5th, Thursday, 2:00 PM - 4:00 PM
Using Sapelo2 Cluster at the GACRC December 11th, Wednesday, 2:00 PM - 4:00 PM
Using Sapelo2 Cluster at the GACRC December 19th, Thursday, 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

Title Date/Time
Use Linux on Cluster December 3rd, Tuesday, 1:00 PM - 3:00 PM
Use Linux on Cluster December 9th, Monday, 1:00 PM - 3:00 PM
Use Linux on Cluster December 17th, Tuesday, 1:00 PM - 3:00 PM

Using Sapelo2 Cluster at the GACRC, Part II

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

Title Date/Time
Using Sapelo2 Cluster at the GACRC, Part II November 15th, Friday, 2:00 PM - 4:00 PM
Using Sapelo2 Cluster at the GACRC, Part II December 13th, Friday, 2:00 PM - 4:00 PM

Python Basics

Prerequisite: No prerequisites

Training Goals:

1. Understand Python scientific modules and distributions

2. Understand Python general lexical conventions; Python built-in data types, like string, list, tuple, dictionary, etc.

3. Understand Python programming structures and procedural programming using functions

Title Date/Time
Python Basics I Not scheduled
Python Basics II Not scheduled

R Basics

Prerequisite: No prerequisites

Training Goals:

1. Understand fundamentals of R language, e.g. R general lexical conventions, data types, functions, and packages. Part 2 will introduce loops and functions.

2. Be able to manipulate and create data frames using built in functions and the dplyr package.

3. Interact with your file system and submit R code as a batch job to Sapelo 2.


Title Date/Time
R Basics I Not scheduled
R Basics II Not scheduled

Conda

Prerequisite: No prerequisites

Training Goals:

1. Understand fundamentals of conda environment

2. Use conda to create and configure your own virtual environments

3. Activate your environments to run python apps from your home directory on Sapelo2

Title Date/Time
Conda Basics Not scheduled


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

If you want to attend Python Basics, R, 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.

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

Title: Sap2test cluster migration training

Focus: Slurm queueing system, including Slurm job commands, job environment variables, and job submission headers, etc.

The new software environment on Sap2test

Other important topics related to Sap2test working environment


Title: Using Sapelo2 Cluster at the GACRC

Focus: Sapelo2 HPC cluster and computational batch job submission workflow

Cluster's storage environment

Computational queues on cluster

Software environment

How to submit computational batch jobs

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

Focus: Linux OS fundamentals

Linux common commands, filesystem, and shell

Linux shell scripting basics

Common Linux utilities, e.g., grep, sed, find, sort, and awk, etc.

Linux Hands-on practice


Title: Python Basics I, II

Focus of I: Python language overview, scientific modules and distributions

Python general lexical conventions

Basic built-in data types, like string, list, tuple, dictionary, etc.

Focus of II: Programming structures: control flow and loop

Function: procedural programming with examples, lambda expression, factory function and generator


Title: R Basics I, II

Focus of I: R language overview,general lexical conventions, data types, functions, and packages.

Basic built-in data types, like string, numeric, list, dataframe etc. Using the dplyr package.

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

Title: Python on GACRC Sapelo2 Cluster

Focus: Install Python packages/modules in a user's home directory on Sapelo2 cluster

Python versions installed on Sapelo2

Python environment details on Sapelo2

How to know a Python package is installed or not on Sapelo2

How to install a Python package in user's home directory on Sapelo2


Title: Do It Yourself: Using Conda to create and run python environments to suit your computing needs effortlessly!

Focus: Use conda to create and configure your own python virtual environments; Activate your environments to run python apps from your home directory on Sapelo2

What is Conda and its environment

Conda on Sapelo2

Use conda to create and configure your own python virtual environments

Activate your environments to run python apps from your home directory on Sapelo2


Title: How to submit and run jobs efficiently and correctly on Sapelo2

Focus: Sapelo2 cluster general workflow and correct computing resource requesting

Overview of Sapelo2 cluster with reference tables and operational diagrams

Sapelo2 batch job submission workflow taking global scratch as job working space

How to request computing resources correctly

How to run pipeline tasks and what are advantages/disadvantages of different options

Sapelo2 cluster guideline and practical tips


Title: GACRC Storage Environment

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

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

How to transfer data between local and GACRC storage

New file transfer node xfer2 and how to use it to transfer data between zcluster and the new cluster

GACRC suggestions on good practices on GACRC storage, etc;


Title: NCBI Blast application on sapelo

Focus: Introduction to BLAST

BLAST job submission to sapelo

Advantages & Disadvantages: NCBI website vs run at sapelo.

Understand BLAST output

Troubleshooting the BLAST results


Title: NGS application overview at GACRC

Focus: Overview of Bioinformatics software available on HPC clusters at GACRC

It’s a brave new world – NGS and its Applications

Hardware, Software, Databases available at GACRC

NGS project: Logistics and resource considerations

Best practices, common mistakes, troubleshooting and getting help from GACRC


Title: Perl Language Basics I, II

Focus of I: Overview of Perl language,

Perl general scripting style

Perl fundamental data types

Focus of II: Program structure: control flow and loop

Perl subroutine

Perl I/O

Download

Sapelo2 Cluster Training

Media:GACRC_Sapelo2_cluster_new_user_training_workshop_v10.8.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).

Teaching Cluster Training

Media:GACRC-Teaching-cluster-new-user-training-workshop_Fall2024.pdf

Linux Training for New Cluster Users

Media:Linux_Training_For_New_Users_Of_Cluster_Suchi_04252019.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

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/On-Class Talk

Dept./Center/Institute Type Workshop 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.

Past Sessions

Pass Sessions in 2021

Past Sessions in 2020

Past Sessions in 2019

Past Sessions in 2018

Past Sessions in 2017

Past Sessions in 2016

Past Sessions in 2015

Retrieved from "https://wiki.gacrc.uga.edu/index.php?title=Training&oldid=22169"