Episode 58: There is physics in deep learning!
There is a connection between gradient descent based optimizers and the dynamics of damped harmonic oscillators. What does that mean? We now have a better theory for optimization algorithms.
In this episode I explain how all this works.
All the formulas I mention in the episode can be found in the post The physics of optimization algorithms
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