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Implement Learning Rate Optimizer #2

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5 tasks

Cotidie opened this issue Jan 28, 2024 · 0 comments

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Cotidie commented Jan 28, 2024

AS-IS

learning rate is left as a pure hyper-parameter (defaults to 0.001)
optimizer is needed to ensure faster convergence into local minima

TO-BE

Define an interface for Learning Rate Optimizer
Implement AdaGrad optimizer
Implement RMSProp optimizer
Implement Moment optimizer
Implement Adam optimizer

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