What are Kernels in AI Accelerators?
Автор: Super Data Science: ML & AI Podcast with Jon Krohn
Загружено: 23 апр. 2025 г.
Просмотров: 1 065 просмотров
In episode 881 of the Super Data Science podcast, Emily Webber, Principal Solutions Architect at AWS, explains what kernels are in the context of AI accelerators like AWS Trainium and Inferentia. She details how kernels function as user-defined functions that override the compiler to define operations on the chip. Webber also discusses the role of PyTorch XLA in generating the HLO graph and the importance of optimizing kernels for compute and memory utilization.
Watch the full interview: 881: Beyond GPUs: The Power of Custom AI Accelerators — with Emily Webber here: https://www.superdatascience.com/881
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