Nesterov Momentum Updater in hebel

Nesterov Momentum Updater in hebel

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Recipe Objective - Nesterov Momentum Updater in Hebel?

 

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Nesterov Momentum Updater Class:-

class hebel.parameter_updaters.NesterovMomentumUpdate(model)

Types:-

post_gradient_update(gradients, batch_size, learning_parameters, stream=None)
pre_gradient_update()

steps:-

The first step of the Nesterov momentum method: take a step in direction of the accumulated gradient.

The second step of the Nesterov momentum method: take a step in direction of the new gradient and update velocity.

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I come from a background in Marketing and Analytics and when I developed an interest in Machine Learning algorithms, I did multiple in-class courses from reputed institutions though I got good... Read More

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