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@suzhoum suzhoum released this 20 Sep 20:49
· 125 commits to master since this release
v0.4.0
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Learn about vigilant mode.

We're excited to announce the release of AutoGluon-Bench 0.4.0!

For more details, please check out the README.

Main Features

  1. timeseries module is now supported! Similar as tabular module, timeseries benchmarks are running on the AMLB framework but with better support in cloud infrastructure. Custom datasets and frameworks are supported as well.
  2. Hardware metrics including CPUUtilizaiton and GPUUtilization can now be queried from CloudWatch with the added option --save-hardeware-metrics in agbench run. They are pulled and saved to S3 bucket immediately after all jobs have run into completion.
  3. Updates in evaluation logic

This release contains 4 commits from 3 contributor.

Full Contributor List (ordered by # of commits):
@suzhoum @Innixma @shreyash2106

This release supports Python versions 3.9. and 3.10.

We hope you enjoy the new features in this release! Please don't hesitate to reach out to us with any questions or feedback.

Contributors

suzhoum, Innixma, and shreyash2106
Assets 2
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