How to Measure FLOP/s for Neural Networks Empirically? – Epoch

Computing the utilization rate for multiple Neural Network architectures.

What can flatness teach us about why Neural Networks generalise?, by Chris Mingard

Please Report Your Compute – Communications of the ACM

What's the Backward-Forward FLOP Ratio for Neural Networks? – Epoch

NeurIPS 2023

Review of deep learning: concepts, CNN architectures, challenges, applications, future directions, Journal of Big Data

How to Measure FLOP/s for Neural Networks Empirically? – Epoch

Differentiable neural architecture learning for efficient neural networks - ScienceDirect

How to measure FLOP/s for Neural Networks empirically? — LessWrong

What is Compute? - Transformative AI and Compute [1/4] — EA Forum