The ClearML Autoscaler

ClearML

May 25, 2022

In this video, you'll get an introduction to how the autoscalers work. They can automatically spin up agents on your cloud provider of choice and then spin them back down again when you don't need them anymore!

Autoscaler documentation: https://clear.ml/docs/latest/docs/guides/services/aws_autoscaler

Please bear in mind that for now, the Azure autoscaler is still being worked on. It is already visible in the video, but will only later become available in ClearML***

💻 Get a server:

Get started by using our free tier servers: https://app.clear.ml
OR by hosting you own: https://github.com/allegroai/clearml-server

📄 Documentation on Fundamentals:

Get Started: https://clear.ml/docs/latest/docs/getting_started/ds/ds_first_steps
Pip Package / ClearML SDK: https://clear.ml/docs/latest/docs/clearml_sdk
ClearML Data: https://clear.ml/docs/latest/docs/clearml_data/clearml_data
ClearML Agent: https://clear.ml/docs/latest/docs/clearml_agent
Supported libraries for automagical integration: https://clear.ml/docs/latest/docs/integrations/libraries

✨ Follow us and star us!

Github page: https://github.com/allegroai/clearml
Twitter: https://twitter.com/clearmlapp
Slack Channel: https://join.slack.com/t/allegroai-trains/shared_invite/zt-c0t13pty-aVUZZW1TSSSg2vyIGVPBhg
LinkedIn: https://www.linkedin.com/company/clearml

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Chapters:

0:00 Intro

0:14 Why would you need one?

1:06 How it works

1:56 Setting it up