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We observe that iterative magnitude pruning yields a winning ticket that corresponds to our human intuition . Please note that the weight on the second layer irrelevant as it will never 파워볼 obtain any non-zero inputs. The winning ticket’s accuracy with 4 weights is on par with the accuracy of the full model with 600 weights.
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Their experiments include things like classic handle issues and Atari games for reinforcement mastering, as effectively as LSTMs and Transformers for NLP. They managed to uncover winning tickets for all architectures. This suggests that the LTH phenomenon is not restricted to supervised image classification but could be a general property 파워볼분석기 of deep neural nets. , our winning ticket will often consist of 3 nonzero weights. Hence, we can prune all but those 3 weights without having harming accuracy. An alternative would be that the input values are passed through the initially layer and summed up in the second layer, which would want four weights in total.

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