The motivation for pruning is to decrease the model size and thus, memory needs, inference instances, and energy consumption.
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For most GLUE tasks, the 'good' subnetworks can be retrained to reach overall performance close to that of the complete model, but so can randomly sampled subnetworks of the same size.
The agency was established back in 1986 and the 1st drawing of the oldest game, Lotto, took place in 1987.