In the context of the paper, the little subnetwork is generally referred to as thewinning ticket. In this Subsection, we discuss the stability behavior of Lenet (which does not call for late-resetting) and Resnet-18 . The patterns for Resnet-18 commonly repeat for VGG19 and Resnet-50, both of which also need late resetting. Snapshots of the distribution of weights in Resnet-18 at distinctive iterations . Informally, a sparse, trainable subset of the original network emerges early in instruction . We posit that this good results is due to the truth that, in the XOR case when all input values are either or 1, the product of input and output weight magnitudes should really mimic the activation of the unit .
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