Gradient Descent Golf

lab/06 · optimisers · 3D loss surfaces

Six holes on real loss surfaces, dealt fresh every day. Your clubs are optimisers: SGD, Momentum, Nesterov, RMSProp and Adam. Pick one, tune its learning rate, and the ball takes real gradient-descent steps across the terrain. Then watch four tuned rival optimisers race the same shot.

lab/06 · game

Gradient Descent Golf

optimisers · 3D loss surfaces

> warming phosphor

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