---
license: mit
---
# Laplace Scheduler
reproduction of this
https://arxiv.org/pdf/2407.03297

## Note
cut-head is obtained by scheduler(step=1002)[1:-1] to avoid some extreme high/low value which "may" cause problem.
If you meet any weird result with normal one, try cut-head.

## Some Graph

![image/png](https://cdn-uploads.huggingface.co/production/uploads/630593e2fca1d8d92b81d2a1/rlkfC9I8QC3u5j1IKpBjP.png)

![image/png](https://cdn-uploads.huggingface.co/production/uploads/630593e2fca1d8d92b81d2a1/f7071fErKasRtwrve76OZ.png)


red line means sigma=1
![image/png](https://cdn-uploads.huggingface.co/production/uploads/630593e2fca1d8d92b81d2a1/S8D1Ftzf-nps72H6qVlHo.png)