Foundations Atlas — Collaborate, track & run 100s of ML experiments concurrently

Hello friends 👋🏽, PM for Foundations here. Thank you so much @robjama for hunting us and for the support 😍😻 We started building Atlas a few years ago for ourselves when we were working with some of the largest teams to build and deploy machine learning models for enterprise. We’ve also built some crazy things on the side, which you may have seen around the interwebs (DeepFake Joe Rogan anyone?). Through our work, we’ve encountered firsthand the problems that limit ML teams impact: 1. ML teams spend a lot of time dealing with infrastructure-related work
2. Ad-hoc experiment management chews up a lot of time and limits reproducibility
3. GPU’s are expensive❗️ 💰 (2.48$/hr for a NVIDIA V100??!!) 4. Teams within organizations don’t usually have visibility on all data science projects and have a difficult time collaborating 5. Existing tools aren’t flexible and require dramatic changes to workflow All of this makes it difficult to be truly productive with ML. Atlas aims to solve these 5 problems.
– ⚡️ Atlas sits on top of your infrastructure and has a multi-node, multi-GPU job orchestrator run & schedule jobs remotely with 1 command.
– Use < 3 lines of code to record and reproduce your experiments, alongside other features like tagging jobs, recording data artifacts, and more.
– 🌎 Collaborate across your organization with Atlas Projects, project-specific discussion forums, multi-tenancy, and user access controls.
– 🤑 Save on GPU costs with auto-scaling of clusters and the ability to use pre-emptive/spot instances with Atlas’s built-in retry mechanism. Design principles:
Atlas was built to be augmentations of existing workflows as opposed to replacements, our team is obsessed with API and developer UX design, so we paid as much attention to the terminal and SDK as we did with the UI! Since the launch of our community edition 4 weeks ago, Atlas has been downloaded by over 700+ data scientists! ❤️ We are here to get your feedback so we can continue to make Atlas better. Thank you again for your support and we hope you will find value in our work.
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Download the free version of Foundations AtlasJoin our community Slack & chat with our Engineers!

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