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Panel B: Iterative magnitude pruning can induce security. But this only performs in combination with the learning rate program trick when rewinding to $k=0$.
Panel A and Panel B: Transferring VGG-19 tickets from a little supply dataset to ImageNet performs well - but worse than a ticket that is right inferred to the target dataset.
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With this policy, we can easily remedy the precision degradation issue when we proceed to train the pruned neural community.
arXivLabs is really a framework which allows collaborators 파워볼 to create and share new arXiv options right on our Web site.
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By examining if one still obtains winning tickets when rewinding weights not for their primary initialization. They 파워볼 게임 Look at random reinitialisation, reshuffling of saved weights and a continuing initialisation.
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Thus, we are able to evaluate the pruning algorithm like a community structure optimization operator. The pruning algorithm 파워볼 optimizes the inter-neuron link composition at a finer granularity if the neural architecture search algorithm to the network layer width and The trail of forwarding propagation flow.