Allocations and compute scheduling: Difference between revisions

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The performance of GPUs has dramatically increased in the recent years and continues to do so. Until RAC 2023 we treated all GPUs as equivalent to each other for allocation purposes. This caused problems both in the allocation process and while running jobs, so in the 2024 RAC year we introduced the <i>reference GPU unit</i>, or <b>RGU</b>, to rank all GPU models in production and alleviate these problems. In the 2025 RAC year we will also have to deal with new complexity involving [[Multi-Instance GPU]] technology.
The performance of GPUs has dramatically increased in the recent years and continues to do so. Until RAC 2023 we treated all GPUs as equivalent to each other for allocation purposes. This caused problems both in the allocation process and while running jobs, so in the 2024 RAC year we introduced the <i>reference GPU unit</i>, or <b>RGU</b>, to rank all GPU models in production and alleviate these problems. In the 2025 RAC year we will also have to deal with new complexity involving [[Multi-Instance GPU|multi-instance GPU technology]].


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