AI Computing from 1950 to 2023 @tillmusshoff
AI Computing from 1950 to 2023  @tillmusshoff
Uploaded August 2023 | Updated September 2026, 3 weeks ago
This animated graph shows the growth of computing power (in FLOPs) that went into training AI models from 1950 to 2023, including popular models like GPT-4, Dall-E, BERT and others.

Data Source:
epochai.org/blog/compute-trends
Jaime Sevilla, Lennart Heim, Anson Ho, Tamay Besiroglu, Marius Hobbhahn, and Pablo Villalobos. ‘Compute Trends Across Three Eras of Machine Learning’. ArXiv [Cs.LG], 2022. arXiv. arxiv.org/abs/2202.05924.

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AI Computing from 1950 to 2023

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