SigOpt Orchestrate

SigOpt Orchestrate is a command-line tool for managing training clusters and running optimization experiments. With SigOpt Orchestrate, you can seamlessly take one-off model experimentation and confidently scale up your experimentation on your own infrastructure, with the following steps:
Connect to your existing Kubernetes cluster or create SigOpt managed cluster
Instrument your code for a SigOpt Run or SigOpt AI Experiment
Specify your job resources
And confidently execute your jobs
Tutorials
​Install SigOpt Orchestrate​
​Orchestrate a tracked Training Run​
​Orchestrate an AI Experiment​
Guides
​AWS cluster create and manage​
​Bring your own cluster​
​Dockerfile: define model training environment​
​Debugging​
​Reference​

API

Install SigOpt Orchestrate

Last modified 8mo ago