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Even so, this simplification is the principal limitation of our work. Pruning a weight in a linear model is equivalent to removing a function. On the other hand, there is no clear notion of a feature 파워볼 in a neural network and the separation of roles amongst weights and information representations is significantly less distinct.

In contrast, we train networks at least once to obtain winning tickets. These procedures might also uncover winning tickets, or, by inducing sparsity, they might beneficially interact with our strategies for discovering winning tickets . In this section, we briefly examine the winning ticket initializations resulting from iteratively pruning completely-connected networks educated on MNIST. Figure 7 shows the winning ticket initializations at 4 levels of pruning. The left graph includes the initial truncated typical distribution of weights in the unpruned network.
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