---
title: Pipeline Parallellism with Controllable Memory
emoji: 🏆
colorFrom: indigo
colorTo: red
sdk: gradio
sdk_version: 4.7.1
app_file: app.py
pinned: false
license: apache-2.0
---


# Pipeline Parallellism with Controllable Memory

Check out our paper at [Arxiv](https://arxiv.org/abs/2405.15362).

Bubble Rate here is calculated as (1 - longest stage time/(F+B+W)/m).