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Figure2 plots the test set accuracy and convergence behavior during coaching of winning tickets pruned to different levels. We train for 160 epochs , decreasing the studying price by a issue of ten following 80 and 120 epochs. We let convolutional layers and totally-connected layers to be pruned at different prices we choose these rates for every 파워볼 network in this Appendix. The output layer is pruned at half of the price of the completely-connected layers for the factors described in Appendix G. In between the very first and last coaching iteration of the unpruned network, the magnitude by which weights move away from . Between the very first and last instruction iteration of the unpruned network, the magnitude by which weights in the network transform.

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