Trends in the Dollar Training Cost of Machine Learning Systems – Epoch
Por um escritor misterioso
Last updated 29 julho 2024
![Trends in the Dollar Training Cost of Machine Learning Systems – Epoch](https://epochai.org/assets/images/posts/2023/trends-in-the-dollar-training-cost-of-machine-learning-systems/banner.png)
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](https://epochai.org/assets/images/trends/thumbnail.png)
AI Trends – Epoch
![Trends in the Dollar Training Cost of Machine Learning Systems – Epoch](https://epochai.org/assets/images/unsorted/28e15ef408cc9434.jpg)
Projecting Compute Trends in Machine Learning – Epoch
![Trends in the Dollar Training Cost of Machine Learning Systems – Epoch](https://images.mirror-media.xyz/publication-images/6SJDZ1J_97SEbL2Qsevqg.png?height=544&width=1088)
The Machine Learning Compute Protocol and our future — Gensyn
![Trends in the Dollar Training Cost of Machine Learning Systems – Epoch](https://ainowinstitute.org/wp-content/uploads/2023/10/chip-design-fabrication.png)
Computational Power and AI - AI Now Institute
![Trends in the Dollar Training Cost of Machine Learning Systems – Epoch](https://www.mdpi.com/applsci/applsci-12-01952/article_deploy/html/images/applsci-12-01952-g001.png)
Applied Sciences, Free Full-Text
Jsevillamol - AI Alignment Forum
![Trends in the Dollar Training Cost of Machine Learning Systems – Epoch](https://epochai.org/assets/images/posts/2023/trends-in-the-dollar-training-cost-of-machine-learning-systems/peak-price-performance.png)
Trends in the Dollar Training Cost of Machine Learning Systems – Epoch
![Trends in the Dollar Training Cost of Machine Learning Systems – Epoch](https://miro.medium.com/v2/resize:fit:2000/1*DMKgzsPKQ7LT1pUBfzWK5g.png)
Predicting Stock Trend Using Deep Learning
![Trends in the Dollar Training Cost of Machine Learning Systems – Epoch](https://epochai.org/assets/images/posts/2023/ai-capabilities-can-be-significantly-improved-without-expensive-retraining/ai-capabilities-can-be-significantly-improved-without-expensive-retraining-banner.png)
Articles – Epoch
![Trends in the Dollar Training Cost of Machine Learning Systems – Epoch](https://www.economist.com/sites/default/files/20200613_TQC666.png)
The cost of training machines is becoming a problem
![Trends in the Dollar Training Cost of Machine Learning Systems – Epoch](https://epochai.org/assets/images/posts/2023/direct-approach-interactive-model/overview.png)
Direct Approach Interactive Model – Epoch
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