FluxML/Flux.jl v0.14.0

on GitHub

Flux v0.14.0

Diff since v0.13.17

Flux now requires Julia 1.9, to take advantage of package extensions. CUDA is no longer loaded automatically, to speed up loading when not using a GPU / using a non-Nvidia one.

Previously deprecated functions removed are:

• Flux.stop and Flux.skip, in favour of break / continue
• The macro @epochs, in favour of a for loop
• Flux.zeros and Flux.ones, in favour of zeros32 and ones32.

Closed issues:

• Choosing model serialization format(s) for cross-framework support (like HuggingFace) (#1907)
• Very slow "using Flux" (#1961)
• SSIM loss (#2165)
• buildkite failure on julia v1.6 (#2214)
• Sysimage compilaiton failed (#2242)
• PackageCompiler fails with Flux on embedded ARM/no GPU (#2262)
• how to make CUDA functionalities an extension (#2265)
• Recurrent layers can't be applied to views of OneHotArrays (#2279)
• Question about using loop in loss function (#2280)

Merged pull requests:

• add CUDA extension (#2268) (@CarloLucibello)
• fix doc of PairwiseFusion (#2281) (@ctarn)
• Update AMDGPU & Metal compat & add CI job (#2282) (@pxl-th)
• Cleanup for v0.14 release (#2283) (@CarloLucibello)
• tag v0.14 (#2284) (@CarloLucibello)
• Update training.md (#2286) (@dreivmeister)
• Fix typos in 0.14 docs (#2287) (@christiangnrd)