Tag: causality
-
Cloud Blog: Taming the stragglers: Maximize AI training performance with automated straggler detection
Source URL: https://cloud.google.com/blog/products/compute/stragglers-in-ai-a-guide-to-automated-straggler-detection/ Source: Cloud Blog Title: Taming the stragglers: Maximize AI training performance with automated straggler detection Feedly Summary: Stragglers are an industry-wide issue for developers working with large-scale machine learning workloads. The larger and more powerful these systems become, the more their performance is hostage to the subtle misbehavior of a single component.…
-
Hacker News: Long Convolutions via Polynomial Multiplication
Source URL: https://hazyresearch.stanford.edu/blog/2023-12-11-conv-tutorial Source: Hacker News Title: Long Convolutions via Polynomial Multiplication Feedly Summary: Comments AI Summary and Description: Yes Summary: This text delves into the intricacies of long convolutions, particularly in the context of AI models like GPT, and reveals how they can be computed efficiently using concepts from polynomial theory and Fast Fourier…