Releases: FluxML/Flux.jl
Releases · FluxML/Flux.jl
v0.14.19
v0.14.18
v0.14.17
Flux v0.14.17
Merged pull requests:
- Add Enzyme train function (#2446) (@wsmoses)
- Bump actions/checkout from 4.1.5 to 4.1.7 (#2460) (@dependabot[bot])
- Add output padding for ConvTranspose (#2462) (@guiyrt)
- Fix ConvTranspose symmetric non-constant padding (#2463) (@paulnovo)
- CompatHelper: add new compat entry for Enzyme at version 0.12, (keep existing compat) (#2466) (@github-actions[bot])
- move enzyme to extension (#2467) (@CarloLucibello)
- Fix function
_size_check()
(#2472) (@gruberchr) - Fix ConvTranspose output padding on AMDGPU (#2473) (@paulnovo)
Closed issues:
- Hoping to offer a version without cuda (#2155)
- ConvTranspose errors with symmetric non-constant pad (#2424)
- Create a flag to use Enzyme as the AD in training/etc. (#2443)
- Can't load a Fluxml trained & saved model. Getting ERROR: CUDA error: invalid device context (code 201, ERROR_INVALID_CONTEXT) (#2461)
- Requires deprecated cuNN.jl package (#2470)
v0.14.16
Flux v0.14.16
Merged pull requests:
- Make sure first example in Custom Layers docs uses type parameter (#2415) (@BioTurboNick)
- Add GPU GC comment to Performance Tips (#2416) (@BioTurboNick)
- Fix some typos in docs (#2418) (@JoshuaLampert)
- fix component arrays test (#2419) (@CarloLucibello)
- Bump julia-actions/setup-julia from 1 to 2 (#2420) (@dependabot[bot])
- documentation update (#2422) (@CarloLucibello)
- remove
public dropout
(#2423) (@mcabbott) - Allow BatchNorm on CUDA with track_stats=False (#2427) (@paulnovo)
- Bump actions/checkout from 4.1.2 to 4.1.3 (#2428) (@dependabot[bot])
- Add working downloads badge (#2429) (@pricklypointer)
- Bump actions/checkout from 4.1.3 to 4.1.4 (#2430) (@dependabot[bot])
- Add tip for non-CUDA users (#2434) (@micahscopes)
- Add hint for choosing a different GPU backend (#2435) (@micahscopes)
- Patch
Flux._isleaf
for abstract arrays with bitstype elements (#2436) (@jondeuce) - Bump julia-actions/cache from 1 to 2 (#2437) (@dependabot[bot])
- Bump actions/checkout from 4.1.4 to 4.1.5 (#2438) (@dependabot[bot])
- Enzyme: bump version and mark models as working [test] (#2439) (@wsmoses)
- Enable remaining enzyme test (#2442) (@wsmoses)
- Bump AMDGPU to 0.9 (#2449) (@pxl-th)
- Do not install all GPU backends at once (#2453) (@pxl-th)
- CompatHelper: add new compat entry for BSON at version 0.3, (keep existing compat) (#2457) (@github-actions[bot])
- remove BSON dependence (#2458) (@CarloLucibello)
Closed issues:
- How to have a stable GPU memory while being performant? (#780)
- Why is Flux.destructure type unstable? (#2405)
- tests are failing due to ComponentArrays (#2411)
- Significant time spent moving medium-size arrays to GPU, type instability (#2414)
- Dense layers with shared parameters (#2432)
- why is my
withgradient
type unstable ? (#2456)
v0.14.15
Flux v0.14.15
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:
v0.14.14
Flux v0.14.14
Merged pull requests:
- Bump actions/cache from 3 to 4 (#2371) (@dependabot[bot])
- Use LazyString in depwarn (#2400) (@mcabbott)
Closed issues:
v0.14.13
Flux v0.14.13
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:
v0.14.12
v0.14.11
Flux v0.14.11
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
Merged pull requests:
- Update GPU CI coverage (#2236) (@ToucheSir)
- Add back missing
rng_from_array(::CuArray)
method (#2369) (@Red-Portal)