Run more experiments faster ⚡️
Optumi is a Jupyterlab extension that helps data scientists scale machine learning development and training
Problem we solve
Data scientists are often forced to wait a long time for ML training to complete and compromise on experimentation. This is typically because they run into resource bottlenecks on their laptops or cloud machines (e.g., not enough RAM to try their full dataset). Optumi helps them easily scale to powerful instances with up to:
How it works
- Our JupyterLab extension runs local Python notebooks in the cloud. We offer access to a wide variety of powerful cloud resources to launch interactive sessions or batch jobs.
1️⃣ Select a type of cloud machine
- Pick whichever machines suit your needs. We provision them and set up the environment to work like your laptop.
2️⃣ Select a mode of notebook interaction
- Connect to “sessions” for an interactive experience or launch “jobs” so notebooks keep executing when you close your browser.
3️⃣ See how your notebooks perform
- Get notified when notebooks complete or fail. We collect your output files and clean up cloud resources so you don't overspend.
Your benefits
Faster execution ✅
Reduce processing time by leveraging powerful CPU and GPU machines.
New experiments ✅
Leverage larger datasets and search through more hyperparameters.
No runtime limit ✅
Run notebooks for hours or days without worry. We don't kill them off.
Background execution ✅
Jobs enable your notebooks to continue running when you close your laptop.
Auto-release ✅
We clean up computing resources when jobs end to save you money.
Notifications ✅
Get text messages when jobs complete or fail so you don't have to babysit them.