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Compute Trends Across Three Eras of Machine Learning
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This article explains key drivers of AI progress, explains how compute is calculated, as well as looks at how the amount of compute used to train AI models has increased significantly in recent years.
Original text: https://epochai.org/blog/compute-trends
Author(s): Jaime Sevilla, Lennart Heim, Anson Ho, Tamay Besiroglu, Marius Hobbhahn, Pablo Villalobos.
A podcast by BlueDot Impact.
Learn more on the AI Safety Fundamentals website.
Chapters
1. Compute Trends Across Three Eras of Machine Learning (00:00:00)
2. Introduction (00:02:11)
3. Methodology (00:04:26)
4. Results (00:07:46)
5. Implications and further work (00:12:13)
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