Freeze certain weights - TensorFlow 2

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  • Lottery_Ticket_Hypothesis-TensorFlow_2

    Implementing "The Lottery Ticket Hypothesis" paper by "Jonathan Frankle, Michael Carbin"

  • I have already implemented "The Lottery Ticket Hypothesis" by Frankle et al. using TensorFlow 2. You can refer to the code here. Here, a binary mask (0, 1) is used for element-wise multiplication to keep the number of pruned parameters constant because by default, when you apply gradient descent algorithm, then using the weight update rule, all of the weights are updated.

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