v0.4

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

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

v0.3.2

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

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

v0.3.1

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

v0.3.0

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.