metadata
title: Zero Bubble Pipeline Parallellism
emoji: 🏆
colorFrom: indigo
colorTo: red
sdk: gradio
sdk_version: 4.36.1
app_file: app.py
pinned: false
license: apache-2.0
Zero Bubble Pipeline Parallelism
Zero Bubble Pipeline Parallelism is a novel pipeline parallelism algorithm able to reduce the bubble of pipeline parallelism to almost zero while preserving synchronous semantics.
Check out our paper at:
Try out our implementation based on Megatron on https://github.com/sail-sg/zero-bubble-pipeline-parallelism
Experiments shows zero bubble pipeline parallelism can accelerate training up to 30% with a similar memory comsumption. A detailed table of experiments is coming soon.