Repository for training material for the 2022 SDSC HPC/CI User Training Course

Related tags

Deep Learning hpc-training-2022
Overview

hpc-training-2022

Repository for training material for the 2022 SDSC HPC/CI Training Series

HPC/CI Training Series home

https://www.sdsc.edu/event_items/202201_HPC-CI-Training-Series.html

Content:

Session 1 (01/14/22 – 03/04/22):

Agenda: Learn about tools and computing concepts necessary for HPC and CI systems

WEEK DATE TOPIC MATERIAL INSTRUCTOR
Week 01 Fri, 01/14/22 Program Orientation, history, plan,
Registration process & accounts		 Interactive Video
YouTube		 Mary Thomas
Week 02 Fri, 01/21/22 Parallel Computing Concepts
HPC overview & Expanse Architecture		 Interactive Video
YouTube		 Bob Sinkovits
Week 03 Fri, 01/28/22 Data Management
Job Submission - Queues and batch scripting		 Interactive Video
YouTube		 Mahidhar Tatineni,
Mary Thomas
Week 04 Fri, 02/04/22 Introduction to Singularity Containers Interactive Video
YouTube		 Marty Kandes
Week 05 Fri, 02/11/22 Introduction to Software Containers and Kubernetes Interactive Video
YouTube		 Jeffrey Weekly
Week 06 Fri, 02/18/22 Running Secure Jupyter Notebooks on HPC Systems Interactive Computing Interactive Video
YouTube		 Mary Thomas
Week 07 Fri, 02/25/22 Introduction to Neural Networks, Convolution Neural Networks, and Deep Learning,
Introduction to Using TensorFlow and PyTorch on Expanse		 Interactive Video
YouTube		 Paul Rodriguez,
Mahidhar Tatineni
Week 08 Fri, 03/4/22 Oracle Cloud Overview
Azure Overview
Cloud Computing on JetStream		 Interactive Video
YouTube		 Santosh Bhatt,
Paul Yu,
Marty Kandes

[ Back to Session 1 ] [ Back to Top ]

Session 2: (03/28/22 - 05/06/22)

Agenda: Learn about tools and computing concepts necessary for HPC and CI systems

WEEK DATE TOPIC MATERIAL INSTRUCTOR
Week 09 Fri, 04/1/22 Visualization using Jupyter Notebooks Interactive Video
YouTube		 Bob Sinkovits
Week 10 Fri, 04/8/22 CPU Computing: Introduction to OpenMP/Threads Interactive Video
YouTube		 Marty Kandes
Week 11 Fri, 04/15/22 CPU Computing: Introduction to MPI Interactive Video
YouTube		 Mahidhar Tatineni
Week 12 Fri, 04/22/22 CPU profiling with gprof and uProf Interactive Video
YouTube		 Bob Sinkovits
Week 13 Fri, 04/29/22 Introduction to GPU computing
Programming and profiling with CUDA, OpenACC, and NSight		 Interactive Video
YouTube		 Andreas Goetz
Mahidhar Tatineni
Week 14 Fri, 05/06/22 GPU Computing with Python (Numba, CuPy, and RAPIDS) YouTube Kristopher Keipert (NVIDIA)
Zoe Ryan (NVIDIA)

[ Back to Session 2 ] [ Back to Top ]

## Instructors
NAME TITLE ORG
Santosh Bhatt Principal Enterprise Cloud Architect, Oracle (website) Oracle
Andy Goetz Director - Computational Chemistry Laboratory (website) SDSC
Kristopher Keipert Senior Solutions Architect (website) NVIDA
Marty Kandes Computational and Data Science Research Specialist (website) SDSC
Paul Rodriguez Research Programmer (website) SDSC
Zoe Ryan Solutions Architect (website) NVIDA
Bob Sinkovits Director for Scientific Computing Applications (website) SDSC
Mahidhar Tatineni Director of User Services (website) SDSC
Mary Thomas Computational Data Scientist, Lead - HPC Training (website) SDSC
Jeffrey Weekly Research IT Engagement and Support Manager bio University of California Santa Cruz
Cindy Wong Events Specialist SDSC
Nicole Wolter Computational and Data Science Research Specialist (website) SDSC
Paul Yu Sr. Cloud Solutions Architect bio Microsoft

[ Back to Top ]

You might also like...
High-performance moving least squares material point method (MLS-MPM) solver.
High-performance moving least squares material point method (MLS-MPM) solver.

High-Performance MLS-MPM Solver with Cutting and Coupling (CPIC) (MIT License) A Moving Least Squares Material Point Method with Displacement Disconti

Yuanming Hu 2.2k Dec 31, 2022
Blender Add-on that sets a Material's Base Color to one of Pantone's Colors of the Year
Blender Add-on that sets a Material's Base Color to one of Pantone's Colors of the Year

Blender PCOY (Pantone Color of the Year) MCMC (Mid-Century Modern Colors) HG71 (House & Garden Colors 1971) Blender Add-ons That Assign a Custom Color

Don Schnitzius 15 Nov 20, 2022
The 7th edition of NTIRE: New Trends in Image Restoration and Enhancement workshop will be held on June 2022 in conjunction with CVPR 2022.
The 7th edition of NTIRE: New Trends in Image Restoration and Enhancement workshop will be held on June 2022 in conjunction with CVPR 2022.

NTIRE 2022 - Image Inpainting Challenge Important dates 2022.02.01: Release of train data (input and output images) and validation data (only input) 2

Andrés Romero 37 Nov 27, 2022
[CVPR 2022] CoTTA Code for our CVPR 2022 paper Continual Test-Time Domain Adaptation

CoTTA Code for our CVPR 2022 paper Continual Test-Time Domain Adaptation Prerequisite Please create and activate the following conda envrionment. To r

Qin Wang 87 Jan 8, 2023
"MST++: Multi-stage Spectral-wise Transformer for Efficient Spectral Reconstruction" (CVPRW 2022) & (Winner of NTIRE 2022 Challenge on Spectral Reconstruction from RGB)

MST++: Multi-stage Spectral-wise Transformer for Efficient Spectral Reconstruction (CVPRW 2022) Yuanhao Cai, Jing Lin, Zudi Lin, Haoqian Wang, Yulun Z

Yuanhao Cai 274 Jan 5, 2023
Repository of Jupyter notebook tutorials for teaching the Deep Learning Course at the University of Amsterdam (MSc AI), Fall 2020

Repository of Jupyter notebook tutorials for teaching the Deep Learning Course at the University of Amsterdam (MSc AI), Fall 2020

Phillip Lippe 1.1k Jan 7, 2023
Reinforcement-learning - Repository of the class assignment questions for the course on reinforcement learning

DSE 314/614: Reinforcement Learning This repository containing reinforcement lea

Manav Mishra 4 Apr 15, 2022
NUANCED is a user-centric conversational recommendation dataset that contains 5.1k annotated dialogues and 26k high-quality user turns.
NUANCED is a user-centric conversational recommendation dataset that contains 5.1k annotated dialogues and 26k high-quality user turns.

NUANCED: Natural Utterance Annotation for Nuanced Conversation with Estimated Distributions Overview NUANCED is a user-centric conversational recommen

Facebook Research 18 Dec 28, 2021
Fake-user-agent-traffic-geneator - Python CLI Tool to generate fake traffic against URLs with configurable user-agents
Fake-user-agent-traffic-geneator - Python CLI Tool to generate fake traffic against URLs with configurable user-agents

Fake traffic generator for Gartner Demo Generate fake traffic to URLs with custo

New Relic Experimental 3 Oct 31, 2022
Comments
  • Fix link for week 10 - CPU Parallel Programming

    Fix link for week 10 - CPU Parallel Programming

    This just fixes the link for week 10 in the main README.md

    I've been visiting this repo fairly frequently (thank you for setting up the great resource, btw!) and keep getting sent to the "github 404" page when I click on this.

    The other links all seem to be correct.

    opened by arthurfeeney 1
Owner
sdsc-hpc-training-org
An organization for managing the various sdsc hpc education repos
sdsc-hpc-training-org
GitHub
MAterial del programa Misión TIC 2022

Mision TIC 2022 Esta iniciativa, aparece como respuesta frente a los retos de la Cuarta Revolución Industrial, y tiene como objetivo la formación de 1

null 6 May 25, 2022
Imposter-detector-2022 - HackED 2022 Team 3IQ - 2022 Imposter Detector

HackED 2022 Team 3IQ - 2022 Imposter Detector By Aneeljyot Alagh, Curtis Kan, Jo

Joshua Ji 3 Aug 20, 2022
A repository for storing njxzc final exam review material

文档地址，请戳我 ?? ?? ?? ☀️ 1.Reason 大三上期末复习软件工程的时候，发现其他高校在GitHub上开源了他们学校的期末试题，我很受触动。期末

GuJiakai 2 Jan 18, 2022
All course materials for the Zero to Mastery Deep Learning with TensorFlow course.

All course materials for the Zero to Mastery Deep Learning with TensorFlow course.

Daniel Bourke 3.4k Jan 7, 2023
Code for the AI lab course 2021/2022 of the University of Verona

AI-Lab Code for the AI lab course 2021/2022 of the University of Verona Set-Up the environment for the curse Download Anaconda for your System. Instal

Davide Corsi 5 Oct 19, 2022
Preparation material for Dropbox interviews

Dropbox-Onsite-Interviews A guide for the Dropbox onsite interview! The Dropbox interview question bank is very small. The bank has been in a Chinese

null 386 Dec 31, 2022
This is the official code release for the paper Shape and Material Capture at Home

This is the official code release for the paper Shape and Material Capture at Home. The code enables you to reconstruct a 3D mesh and Cook-Torrance BRDF from one or more images captured with a flashlight or camera with flash.

null 89 Dec 10, 2022
A repo with study material, exercises, examples, etc for Devnet SPAUTO

MPLS in the SDN Era --> DevNet SPAUTO Get right to the study material: Checkout the Wiki! A lab topology based on MPLS in the SDN era book used for 30

Hugo Tinoco 67 Nov 16, 2022
Code for PhySG: Inverse Rendering with Spherical Gaussians for Physics-based Relighting and Material Editing

PhySG: Inverse Rendering with Spherical Gaussians for Physics-based Relighting and Material Editing CVPR 2021. Project page: https://kai-46.github.io/

Kai Zhang 141 Dec 14, 2022
All supplementary material used by me while TA-ing CS3244: Machine Learning

CS3244-Tutorial-Material All supplementary material used by me while TA-ing CS3244: Machine Learning at NUS School of Computing. What is this? I teach

Rishabh Anand 18 Sep 23, 2022