📚 Epic: TPI hot instance or pool of instances for a single user

[dmpetrov]

The same as https://github.com/iterative/terraform-provider-iterative/issues/208 but a single instance is instantiating in the beginning and reusable in multiple runs.

New steps:

• a user run instances (or a single one) before submitting a training job
• when the user kicks off a train it runs on one of free instances

Details:

• user is responsible for creating and terminating instances
• consider using k8s or Nomad as an orchestrator while keeping the experience dead simple for users
• this scenario does not include multiple users use cease

[DavidGOrtega]

Very interesting use case! This reminds me of course a CI runner.

Just curiosity, has been this feature requested by the companies that you talk to? I think that this feature is useful for very fast experimenting.

[0x2b3bfa0]

Sounds like Kubernetes ☸️

[DavidGOrtega]

Sounds like Kubernetes ☸️

To me sounds more like a task orchestrator