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

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.

The Machine Learning Compute Protocol and our future — Gensyn

Training cost function over 500 epochs

Llama 2 Scaling Laws : r/LocalLLaMA

AI Training Costs Continue to Plummet

Training history of 1000 epochs iteration of CNN model as

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

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

Charted: The Exponential Growth in AI Computation

AI Trends – Epoch

Announcing Epoch's dashboard of key trends and figures in Machine

The bigger-is-better approach to AI is running out of road

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

JRFM, Free Full-Text

Gradient Descent Optimization in Deep Learning Model Training