The lottery ticket hypothesis for gigantic pre-trained models

the lottery ticket hypothesis   Dan the lottery story

Discover for the first time that the winning tickets can be identified at the very early training stage, which we term as early-bird

The Lottery Ticket Hypothesis That Shocked The World The researchers found the winning tickets were less than 10-20 percent the size of Pruning is a well-established technique for removing unnecessary structure from neural networks after training to improve the performance of inference

second strike slot How do the lottery ticket hypothesis and the loss landscape relate? Winning lottery tickets always find the same, linearly-connected optimum In the paper, they prove the existence of winning tickets: subnetworks of a neural network that can be trained to produce performance