v0.14.15

Flux v0.14.15

Diff since v0.14.14

Merged pull requests:

• Restore some support for Tracker.jl (#2387) (@mcabbott)
• start testing Enzyme (#2392) (@CarloLucibello)
• Add Ignite.jl to ecosystem.md (#2395) (@mcabbott)
• Bump actions/checkout from 4.1.1 to 4.1.2 (#2401) (@dependabot[bot])
• More lazy strings (#2402) (@lassepe)
• Fix dead link in docs (#2403) (@BioTurboNick)
• Improve errors for conv layers (#2404) (@mcabbott)

Closed issues:

• Given that DataLoader implements length shouldn't it also be able to provide size? (#2372)
• Dimensions check for Conv is incomplete, leading to confusing error (#2398)

v0.14.14

Flux v0.14.14

Diff since v0.14.13

Merged pull requests:

• Bump actions/cache from 3 to 4 (#2371) (@dependabot[bot])
• Use LazyString in depwarn (#2400) (@mcabbott)

Closed issues:

• precompilation issue on Julia 1.10 (#2354)
• Flux installation error under Julia 1.10 on Apple Silicon (#2366)
• Compilation time of Flux models (#2391)
• Flux.setup buggy and broken in latest v.0.13.17 (#2394)
• 2x performance regression due to 5e80211 (#2399)

v0.14.13

Flux v0.14.13

Diff since v0.14.12

Merged pull requests:

• Add a macro to opt-in to fancy printing, and to everything else (#1932) (@mcabbott)
• Small upgrades to training docs (#2331) (@mcabbott)
• Bump codecov/codecov-action from 3 to 4 (#2376) (@dependabot[bot])
• Bump dorny/paths-filter from 3.0.0 to 3.0.1 (#2381) (@dependabot[bot])
• Bump thollander/actions-comment-pull-request from 2.4.3 to 2.5.0 (#2382) (@dependabot[bot])
• Fix #2380 (#2384) (@diegozea)
• Allow cpu(::DataLoader) (#2388) (@mcabbott)
• Bump dorny/paths-filter from 3.0.1 to 3.0.2 (#2389) (@dependabot[bot])
• doc changes re at-functor and at-layer (#2390) (@mcabbott)

Closed issues:

• Macro to display model struct the way Flux does (#2044)
• Update GH Actions across all repos (#2170)
• Flux.jl Documentation (Training API Reference) (#2303)
• Flux docs missing withgradient() call for multi-objective loss functions (#2325)

v0.14.12

Flux v0.14.12

Diff since v0.14.11

Merged pull requests:

• Add SignDecay for L1 norm (#2377) (@mcabbott)
• Update mlutils.md (#2379) (@diegozea)

Closed issues:

• The dedicated tutorial on DataLoader is missing (#2378)

v0.14.11

Flux v0.14.11

Diff since v0.14.10

Merged pull requests:

• Bump dorny/paths-filter from 2.11.1 to 3.0.0 (#2373) (@dependabot[bot])
• Support Adapt.jl v4 (#2374) (@vpuri3)

v0.14.10

Flux v0.14.10

Diff since v0.14.9

Merged pull requests:

• Update GPU CI coverage (#2236) (@ToucheSir)
• Add back missing rng_from_array(::CuArray) method (#2369) (@Red-Portal)

v0.14.9

Flux v0.14.9

Diff since v0.14.8

Merged pull requests:

• Restore type stability of conv_transpose_dims (#2365) (@ToucheSir)
• Hotfix for new OneElement on GPU (#2368) (@ToucheSir)

v0.14.8

Flux v0.14.8

Diff since v0.14.7

Merged pull requests:

• Use stable API for AMDGPU RNG conversion (#2360) (@ToucheSir)
• Non-diff shape handling in norm layers (#2363) (@ToucheSir)

Closed issues:

• 0.2 tutorial at the top of google for "flux mnist" (#2163)
• Illegal Memory Access Error During Gradient Calculation of predefined losses on GPU RTX 4050 (#2361)
• Unnecessarily using shared GPU memory (#2364)

v0.14.7

Flux v0.14.7

Diff since v0.14.6

Merged pull requests:

• Bump actions/checkout from 4.0.0 to 4.1.0 (#2340) (@dependabot[bot])
• Use new public feature (#2342) (@mcabbott)
• Bump thollander/actions-comment-pull-request from 2.4.2 to 2.4.3 (#2347) (@dependabot[bot])
• Bump actions/checkout from 4.1.0 to 4.1.1 (#2348) (@dependabot[bot])
• Fix test that is not broken anymore (#2349) (@devmotion)
• CompatHelper: add new compat entry for Statistics at version 1, (keep existing compat) (#2351) (@github-actions[bot])
• Fix typo in docs/src/tutorials/2021-01-26-mlp.md (#2353) (@poludmik)
• Fixing typos in documentation (#2355) (@poludmik)
• Bump AMDGPU.jl compat to 0.7 (#2356) (@pxl-th)
• Bump AMDGPU compat to 0.8 (#2359) (@pxl-th)

Closed issues:

• Android/iOS support (#2357)

v0.14.6

Flux v0.14.6

Diff since v0.14.5

Merged pull requests:

• Adding tooling for JuliaFormatter. (#2323) (@codetalker7)
• Fix typo (#2329) (@christiangnrd)
• Bump AMDGPU compat to 0.6 (#2332) (@pxl-th)
• Bump dorny/paths-filter from 2.9.1 to 2.11.1 (#2333) (@dependabot[bot])
• Bump actions/checkout from 2.2.0 to 4.0.0 (#2334) (@dependabot[bot])
• update CUDA compat (#2338) (@CarloLucibello)

Closed issues:

• move the codebase to 4 spaces indentation (#2298)
• No cudnn implementation of Conv((1,) N=>M) (#2322)
• can't use masks in multi-head-attention layer (#2336)
• Adapt saving & loading example to CuArrays (#2337)
• Segmentation fault when doing a forward pass with a model saved with BSON (#2339)