Mitigating Staleness in Asynchronous Pipeline Parallelism via Basis Rotation

Hyunji Jung, Sungbin Shin, Namhoon Lee

Asynchronous pipeline parallelism maximizes hardware utilization by eliminating the pipeline bubbles inherent in synchronous execution, offering a path toward efficient large-scale…