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SGD with Momentum optimizer
This module implements Stochastic Gradient Descent with momentum, including both classical momentum and Nesterov accelerated gradient (NAG) variants.
Structs§
- Momentum
Options - Options for SGD with momentum optimization
Functions§
- minimize_
adaptive_ momentum - Adaptive momentum based on gradient correlation
- minimize_
heavy_ ball - Heavy-ball momentum (Polyak momentum) implementation
- minimize_
sgd_ momentum - SGD with momentum optimizer implementation