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https://github.com/olcf/ai-training-series

AI Training Series Material
https://github.com/olcf/ai-training-series

Last synced: 14 days ago
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AI Training Series Material

Host: GitHub
URL: https://github.com/olcf/ai-training-series
Owner: olcf
License: mit
Created: 2023-06-06T20:52:07.000Z (over 1 year ago)
Default Branch: main
Last Pushed: 2024-07-12T14:05:46.000Z (4 months ago)
Last Synced: 2024-08-01T16:51:24.160Z (3 months ago)
Language: Python
Size: 3.75 MB
Stars: 22
Watchers: 21
Forks: 6
Open Issues: 0
Metadata Files:
- Readme: README.md
- License: LICENSE

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README

        # AI Training Series



    



The OLCF is proud to offer the AI Training Series.

The AI Training Series is meant to highlight workflows, tools, software, and techniques used for machine learning and deep learning in the HPC realm.

This repository contains the tutorials relevant to the various AI Training Series events that have already happened or will happen in the future.

A list of the events (so far):

| Date     | Event                                 | Format | Material |

| :------- | :------------------------------------ | :----- | :------- |

| 04/26/23 | [AI for HPC](https://www.olcf.ornl.gov/calendar/userconcall-apr2023/) | OLCF User Conference Call | [Recording](https://vimeo.com/823104570), [Slides](https://www.olcf.ornl.gov/wp-content/uploads/HPC-AI_Combination_UserMeeting_26Apr2023.pdf) |

| 06/15/23 | [AI for Science at Scale - Introduction](./ai_at_scale) | Tutorial | [Recording](https://vimeo.com/836918490), [Slides](https://www.olcf.ornl.gov/wp-content/uploads/AI-For-Science-at-Scale-Introduction.pdf) |

| 07/13/23 | [SmartSim at OLCF](./smartsim)        | Tutorial | [Recording](https://vimeo.com/845346288), [Slides](https://www.olcf.ornl.gov/wp-content/uploads/20230713_OLCF_SmartSim.pdf), [Q&A](https://www.olcf.ornl.gov/wp-content/uploads/ZoomQA_smartsim.txt), [Tutorial](https://github.com/CrayLabs/OLCF_SmartSim2023) |

| 10/12/23 | [AI for Science at Scale - Part 2](./ai_at_scale_part_2) | Tutorial | [Recording](https://vimeo.com/873844751), [Slides](https://www.olcf.ornl.gov/wp-content/uploads/AIforSciencePart2.pdf) |

| 03/27/24 | [Unlocking the power of LLMs with NVIDIA NeMo](https://www.olcf.ornl.gov/calendar/userconcall-mar2024/) | OLCF User Conference Call | [Recording](https://vimeo.com/928417711), [Slides](https://www.olcf.ornl.gov/wp-content/uploads/NVIDIA_NeMo.pdf) |

| 04/17/24 | [Enhancing PyTorch Performance on Frontier with the RCCL/OFI-plugin](https://www.olcf.ornl.gov/calendar/pytorch-on-frontier/) | Tutorial | [Recording](https://vimeo.com/938233665), [Slides](https://www.olcf.ornl.gov/wp-content/uploads/OLCF_AI_Training_0417_2024.pdf) |

| 07/11/24 | [AI for Science at Scale - Part 3](./ai_at_scale_part_3) | Tutorial | [Recording](https://vimeo.com/983121540), [Slides](https://www.olcf.ornl.gov/wp-content/uploads/AI4S-Tutorial-Part-III.pdf) |

| 09/26/24 | [SmartSim 2024](./smartsim_2024)      | Tutorial | [Recording](https://vimeo.com/1013517492), [Slides](https://www.olcf.ornl.gov/wp-content/uploads/SmartSim_NERSC_OLCF_Workshop2024.pdf), [Tutorial](https://github.com/CrayLabs/smartsim_workshops/tree/nersc_olcf_2024) |