Trends in GPU Price-Performance – Epoch

Using a dataset of 470 models of graphics processing units released between 2006 and 2021, we find that the amount of floating-point operations/second per $ doubles every ~2.5 years.

Trends in GPU Price-Performance – Epoch

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

GPU Pricing Update: Hardware Still Overpriced?

Trends in the cost of computing – AI Impacts

Efficiently Estimating Pareto Frontiers with Cyclic Learning Rate Schedules

GPU Pricing Update: May 2022

GPU prices are finally beginning to decline

Trends in GPU Price-Performance – Epoch

Deep Learning GPU Benchmarks 2021

Predicting GPU Performance – Epoch

Predicting GPU Performance – Epoch