Trends in the Dollar Training Cost of Machine Learning Systems – Epoch
Por um escritor misterioso
Last updated 17 abril 2025

I combine training compute and GPU price-performance data to estimate the cost of compute in US dollars for the final training run of 124 machine learning systems published between 2009 and 2022, and find that the cost has grown by approximately 0.5 orders of magnitude per year.

Trends in the Dollar Training Cost of Machine Learning Systems – Epoch
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Trends in the Dollar Training Cost of Machine Learning Systems – Epoch

Trends in the Dollar Training Cost of Machine Learning Systems – Epoch

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