Authors: The CASL Team

CASL Forte


We are excited to launch our newest open source offering, Tuun!

What is Tuun?

Tuun lets you build AutoML and meta-learning techniques into your Machine Learning pipelines to boost task performance and accuracy. Our initial release supports black-box tuning, hyperparameter optimization, data augmentation, and zeroth order optimization, with Neural…


Authors: Aurick Qiao, Henry Guo, Qirong Ho — Petuum CASL Team

Reduce cost by 3x in the cloud and improve GPU usage in shared clusters for deep learning training (GitHub).


Authors: The CASL Team


Authors: Petuum CASL Team




Authors: Petuum CASL Team | Acknowledgment: Microsoft NNI Team


What is AdaptDL?

Petuum is very excited to announce the launch of our newest open source offering, AdaptDL, a resource-adaptive deep learning (DL) training and scheduling framework. The goal of AdaptDL is to make distributed DL easy and efficient in dynamic-resource environments such as shared clusters and the cloud. …

Petuum, Inc.

One Machine Learning Platform to Serve Many Industries: Petuum, Inc. is a startup building a revolutionary AI & ML solution development platform petuum.com

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