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Published March 8, 2025 | Version v1.9.0
Software Open

Lux: Explicit Parameterization of Deep Neural Networks in Julia

Authors/Creators

Description

Lux v1.9.0

Diff since v1.8.0

Merged pull requests:

  • feat: high-level implementations for Positional Embeddings (#1237) (@avik-pal)
  • Update LUX.jl/examples/SimpleRNN/main.jl (#1240) (@aligurbu)
  • fix: adapt to upcoming reactant changes (#1246) (@avik-pal)
  • chore: bump crate-ci/typos from 1.29.7 to 1.29.9 (#1248) (@dependabot[bot])
  • docs: update to new DocumenterVitepress Improvements (#1250) (@avik-pal)
  • feat: relax conditions (#1252) (@avik-pal)
  • chore: bump crate-ci/typos from 1.29.9 to 1.30.0 (#1253) (@dependabot[bot])
  • feat: allow specifying sharding in ReactantDevice (#1254) (@avik-pal)
  • refactor: use runic for formatting (#1255) (@avik-pal)
  • Add way to silence gpu warning (#1256) (@IanButterworth)
  • feat: tracing stateful layers (#1257) (@avik-pal)

Closed issues:

  • Relax MLDataDevices.combine_devices for ReactantDevice and CPUDevice (#1244)
  • AutoEnzyme() errors on training dense layer (#1249)
  • New Reactant Release breaks ConcreteRNG (#1251)

Notes

If you use this software, please cite it as below.

Files

LuxDL/Lux.jl-v1.9.0.zip

Files (13.5 MB)

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Additional details

Related works

Is supplement to
Software: https://github.com/LuxDL/Lux.jl/tree/v1.9.0 (URL)

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