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