cedana-cli

Cedana is a framework for the democritization and (eventually) commodification of compute. We achieve this by leveraging checkpoint/restore to seamlessly migrate work across machines, clouds and beyond.

This repo contains a CLI tool to allow developers to experiment with our system. With it, you can:

• Launch instances anywhere, with guaranteed price and capacity optimization. We look across your configured providers (AWS, Paperspace, etc.) to select the optimal instance defined in a provided job spec. This abstracts away cloud infra burdens.
• Deploy and manage any kind of job, whether a pyTorch training job, a webservice or a multibody physics simulation.

Our managed system layers many more capabilities on top of this, such as: lifecycle management, policy systems, auto migration (through our novel checkpointing system (see here)) and much more.

To access our managed service, contact founders@cedana.ai.

Usage

To build from source: go build

To run: ./cedana-cli

If you prefer to install from a package manager, we push to packagecloud and have a homebrew tap. Check out the documentation for instructions.

Documentation

You can view the official documentation here.

Deprecation Notice

cedana-cli used to have a self-serve tool, but it has been retired in favor of fulltime development on our managed platform. If you still wish to use it however, you can revert to previous versions (<=v0.2.8).

Contributing

See CONTRIBUTING.md for guidelines.