Accelerating your computing with the LUMI European supercomputer
Monday, June 3, 2024 -
10:00 AM
Monday, June 3, 2024
10:00 AM
Using machine learning frameworks on LUMI
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Maciej Szpindler
Using machine learning frameworks on LUMI
Maciej Szpindler
10:00 AM - 1:00 PM
This part shows how to setup environment for AI workflows on a real supercomputing system. It combines common HPC tools with popular machine learning frameworks relying on GPU offloading and multiprocessing across multiple computing nodes.
1:00 PM
Lunch Break (lunch provided)
Lunch Break (lunch provided)
1:00 PM - 2:00 PM
2:00 PM
Working with large language models using Megatron-DeepSpeed on LUMI
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Maciej Szpindler
Working with large language models using Megatron-DeepSpeed on LUMI
Maciej Szpindler
2:00 PM - 4:00 PM
This builds up on details from the first part to setup specific environment for LLM processing. It uses Megatron-DeepSpeed framework to experiment with pretrained data for prompt engineering tasks.