Meta Platforms, Inc.
MACHINE LEARNING TRAINING RESOURCE MANAGEMENT

Abstract:

It is determined that a selected server among a pool of servers is eligible to be utilized for machine learning training. At least the selected server is utilized to train at least a portion of a machine learning model. It is determined that the selected server among the pool of servers is no longer eligible to be utilized for machine learning training. A training state of the machine learning model is saved. The selected server is returned for other use in the pool of servers.