Lux.jl Files

LuxCore LuxCore-v1.3.0

Diff since LuxCore-v1.2.6

Merged pull requests: - perf: benchmarking our models against Jax (Flax) (#1000) (@avik-pal) - fix: use ignore derivatives for Reactant (#1342) (@avik-pal) - ci: taming down ci timings (#1343) (@avik-pal) - fix: remove onehotarrays patch (#1344) (@avik-pal) - fix: bump reactant min version (#1345) (@avik-pal) - CompatHelper: bump compat for MKL in [weakdeps] to 0.9 for package LuxLib, (keep existing compat) (#1346) (@github-actions[bot]) - CompatHelper: bump compat for MKL to 0.9 for package test, (keep existing compat) (#1347) (@github-actions[bot]) - chore: bump crate-ci/typos from 1.32.0 to 1.33.1 (#1349) (@dependabot[bot]) - chore: use uv for python (#1350) (@avik-pal) - CompatHelper: bump compat for CairoMakie to 0.14 for package DDIM, (keep existing compat) (#1351) (@github-actions[bot]) - CompatHelper: bump compat for CairoMakie to 0.14 for package GravitationalWaveForm, (keep existing compat) (#1352) (@github-actions[bot]) - CompatHelper: bump compat for CairoMakie to 0.14 for package LSTMEncoderDecoder, (keep existing compat) (#1353) (@github-actions[bot]) - CompatHelper: bump compat for CairoMakie to 0.14 for package OptimizationIntegration, (keep existing compat) (#1354) (@github-actions[bot]) - CompatHelper: bump compat for CairoMakie to 0.14 for package PINN2DPDE, (keep existing compat) (#1355) (@github-actions[bot]) - CompatHelper: bump compat for CairoMakie to 0.14 for package PolynomialFitting, (keep existing compat) (#1356) (@github-actions[bot]) - CompatHelper: bump compat for CairoMakie to 0.14 for package RealNVP, (keep existing compat) (#1357) (@github-actions[bot]) - fix: remove type piracy (#1360) (@avik-pal) - CompatHelper: bump compat for CairoMakie to 0.15 for package DDIM, (keep existing compat) (#1362) (@github-actions[bot]) - CompatHelper: bump compat for CairoMakie to 0.15 for package GravitationalWaveForm, (keep existing compat) (#1363) (@github-actions[bot]) - CompatHelper: bump compat for CairoMakie to 0.15 for package LSTMEncoderDecoder, (keep existing compat) (#1364) (@github-actions[bot]) - CompatHelper: bump compat for CairoMakie to 0.15 for package OptimizationIntegration, (keep existing compat) (#1365) (@github-actions[bot]) - CompatHelper: bump compat for CairoMakie to 0.15 for package PINN2DPDE, (keep existing compat) (#1366) (@github-actions[bot]) - CompatHelper: bump compat for CairoMakie to 0.15 for package PolynomialFitting, (keep existing compat) (#1367) (@github-actions[bot]) - CompatHelper: bump compat for CairoMakie to 0.15 for package RealNVP, (keep existing compat) (#1368) (@github-actions[bot]) - fix: use Int32 for GCN cora example (#1369) (@avik-pal) - Fix backticks in examples/Basics (#1370) (@abhro) - Fix up minor docs/docstrings formatting (#1371) (@abhro) - feat: forwarddiff support for gather/scatter (#1373) (@avik-pal) - fix: handle multi-device reactant (#1374) (@avik-pal) - feat: serialization to tensorflow saved model (#1375) (@avik-pal) - chore: update version for release (#1376) (@avik-pal) - CompatHelper: add new compat entry for PythonCall at version 0.9 for package test, (keep existing compat) (#1377) (@github-actions[bot]) - fix: missing variable (#1379) (@avik-pal) - chore: bump crate-ci/typos from 1.33.1 to 1.34.0 (#1382) (@dependabot[bot]) - fix: State returned by MultiHeadAttention is incompatible with the initialized state (#1384) (@yeruoforever) - feat: annotate important parts of training loop (#1385) (@avik-pal) - fix: bypass fused kernels for mooncake (for now) (#1387) (@avik-pal) - feat: AutoMooncake for training lux models (#1388) (@avik-pal) - CompatHelper: add new compat entry for Mooncake at version 0.4 for package test, (keep existing compat) (#1389) (@github-actions[bot]) - docs: cleanup CIFAR 10 example dependencies (#1391) (@avik-pal) - CompatHelper: bump compat for AMDGPU in [weakdeps] to 2 for package LuxLib, (keep existing compat) (#1394) (@github-actions[bot]) - CompatHelper: bump compat for AMDGPU in [weakdeps] to 2 for package MLDataDevices, (keep existing compat) (#1395) (@github-actions[bot]) - CompatHelper: bump compat for AMDGPU in [weakdeps] to 2 for package WeightInitializers, (keep existing compat) (#1396) (@github-actions[bot]) - De-fragment markdown list in distributed_utils.md (#1397) (@abhro) - Precompile environment before running tutorials (#1398) (@abhro) - Add meaning of tuple elements in docs/tutorials.jl (#1399) (@abhro) - Split function into two for dataset/dataloader concept separation (#1400) (@abhro) - feat: add preserves_state_type to the interface (#1401) (@avik-pal) - Add and update links to external packages/resources in docs (#1403) (@abhro) - Change doc title in docs/src/introduction/index.md (#1404) (@abhro) - chore: bump julia-actions/julia-downgrade-compat from 1 to 2 (#1405) (@dependabot[bot]) - fix a typo in index.md (#1407) (@rzyu45) - Suppress output in docs and examples (#1408) (@abhro) - Add more explanatory text in tutorials' data generation (#1409) (@abhro) - Fix typos and fix up minor docs formatting (#1410) (@abhro) - Use write(filename, obj) for file I/O in docs (#1411) (@abhro) - Split up steps in PINN tutorial (#1412) (@abhro) - Use parenthesized version of @printf for better code formatting (#1413) (@abhro) - ci: streamline ci testing (#1415) (@avik-pal)

Closed issues: - Export trained model for Tensorflow/PyTorch/C++? (#453) - Externalize gradient computations to DifferentiationInterface.jl? (#544) - Add a AutoMooncake dispatch for training Lux models (#1238) - Don't materialize OneHotArrays with ReactantDevice (#1326) - LSTMEncoderDecoder example broken (#1337) - Error when freezing part of a model + Reactant (#1348) - TrainState with mutliple Reactant Devices (#1358) - ComponentArrays.jl type piracy? (#1359) - Reactant.jl pass pipeline broke GCN Cora (#1361) - jacobian_vector_product for Embedding (#1372) - UndefVarError (:fname, LuxReactantExt) (#1378) - Unable to evaluate a Lux model at a specific parameter set. (#1380) - State Tuple returned by MultiHeadAttention is incompatible with the initialized tuple (#1383) - MLIR Operand #1 doesn't dominate usage: Reactant + Cifar10 Example (#1386)