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Releases: sehoffmann/dmlcloud

v0.5.1

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@sehoffmann sehoffmann released this 13 Apr 14:15

Hotfix for slurm init

v0.5

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@sehoffmann sehoffmann released this 20 Mar 16:14
version 0.5

v0.4

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@sehoffmann sehoffmann released this 17 Feb 10:29

dmlcloud v0.4

Version 0.4 marks a major milestone in dmlcloud development and is the first version with a somewhat settled and stable core API!

Highlights

  • Completely refactored top-level API & QOL improvements
  • Documentation!
  • Callback System
  • Tensorboard support
  • torchmetrics support
  • More extensive diagnostics
  • Manual epoch management
  • Configuration helpers
  • Old features: CSV metrics, git diffs, etc
  • Countless bugfixes

Full Changelog: v0.3.3...v0.4

v0.3.3

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@sehoffmann sehoffmann released this 23 Apr 12:37

Full Changelog: v0.3.2...v0.3.3

v0.3.2

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@sehoffmann sehoffmann released this 02 Apr 13:41

Mostly bug fixes. Some new additional functions related to distributed data set sharding.

Full Changelog: v0.3.1...v0.3.2

v0.3.1

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@sehoffmann sehoffmann released this 20 Mar 13:52

Full Changelog: v0.3.0...v0.3.1

v0.3.0

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@sehoffmann sehoffmann released this 13 Mar 18:01

What's Changed

  • Initial migration to torch.distributed
  • Completely overhauled core concepts and refactored code base

Many (old) features are still missing and will incrementally be added back into the library.