PyTorch-Ignite 0.4.13 - Release Notes

What's Changed

• Added idist.one_rank_first method by @AlexanderChaptykov in #2926
• Updated versions for black usort and ufmt and reformatted codebase by @vfdev-5 in #2930
• Fix doctest and linkcheck issues on CI by @vfdev-5 in #2935
• Migrated gpu-tests ci to pytorch infra by @vfdev-5 in #2934
• [skip ci] Updated version in docker by @theory-in-progress in #2936
• Updated docsearch info by @vfdev-5 in #2944
• Updated facet filtering in docsearch by @vfdev-5 in #2945
• Some improvement in Precision metric docs by @sadra-barikbin in #2946
• Improve RunningAverage reset when epoch_bound=False by @sadra-barikbin in #2950
• Fixed parameter scheduler bug with CosineAnnealingWarmRestarts by @AlexanderChaptykov in #2938
• Verbose fix by @AlexanderChaptykov in #2957
• Discord Threads for 'help wanted' issues by @guptaaryan16 in #2960
• Improve collective ops on numeric input by @sadra-barikbin in #2959
• Fix a bug in native::_do_all_gather related to group by @sadra-barikbin in #2947
• Fixed mypy failure with DistributedSampler by @vfdev-5 in #2971
• [ci] Updated pytorch version and installation cmd by @vfdev-5 in #2970
• [Follow-up] Account for BC in PR#2947 by @sadra-barikbin in #2967
• [skip ci] Updated setup.py info by @vfdev-5 in #2975
• Fixed docs issue in ReduceLROnPlateauScheduler by @vfdev-5 in #2976
• Add new metric usages and update RunningAverage accordingly by @sadra-barikbin in #2958
• [Follow-up] Fix a tiny bug in tests of Improvement in RunningAverage by @sadra-barikbin in #2982
• Fix warning in fast_neural_style example by @sweep-ai in #2984
• Update ROC_AUC Test Case in Documentation by @sweep-ai in #2989
• Fixed broken links #2995 by @Illucious in #2996
• Removed circle-ci by @vfdev-5 in #3007
• Discord Workflow for Issues and pull-requests(non-maintainers-only) by @guptaaryan16 in #3009
• Fixed failing linkcheck CI job by @vfdev-5 in #3010
• Fix a tiny typo regarding save_handler type in Checkpoint class by @sadra-barikbin in #3013
• Fix for wrong output of Discord Extension and Workflow by @guptaaryan16 in #3014
• Fix typo by @njuaplusplus in #3017
• Fix a mypy issue related to torch optimizer step by @sadra-barikbin in #3018
• Make metrics serializable by @sadra-barikbin in #3001
• Moved examples/contrib into examples by @vfdev-5 in #3028
• Removed Trains BC from examples by @vfdev-5 in #3029
• Fix: change the dtype of self._kernel when input args have a different dtype by @MarcBresson in #3034
• [skip ci]Fixed not found link #3037 by @sihyeong671 in #3038
• skip mkl install on non-x86 arch by @vfdev-5 in #3040
• perf: replace _uniform method to remove iteration on tensor by @MarcBresson in #3042
• refactor: remove redundant line as .reset() is call in Metrics().__init() by @MarcBresson in #3044
• feat: improve how device switch is handled between the metric device and the input tensors device by @MarcBresson in #3043
• Ported gpu hvd tests from circleci to GHA by @vfdev-5 in #2619
• Fix Discord PR extension workflow output (#3046) by @vfdev-5 in #3051
• Added support for all_gather object by @vfdev-5 in #3047
• Fix attribute error in Checkpoint::reload_objects when save_handler is not of type DiskSaver by @sadra-barikbin in #3059
• Fix a tiny typo in ProgressBar's docstring by @sadra-barikbin in #3063
• Added compatibility with uint8 to SSIM metric by @MarcBresson in #3045
• Use class to organize distributed tests in modules by @sadra-barikbin in #3069
• feat: Added warmup each cycle feature in CyclicalScheduler by @sihyeong671 in #3064
• Updated test average precision, cohen kappa and roc auc by @vfdev-5 in #3071
• Replaced version in all yml files with actions/checkout@v4 by @GuptaPratik02 in #3072
• Use actions/checkout@v3 on self-hosted runners by @vfdev-5 in #3075
• Make RunningAverage and Rouge serializable by @sadra-barikbin in #3035
• Update requirements-dev.txt by @vfdev-5 in #3076
• feat: Added model_fn to support non-standard model function in create_trainer (#3055) by @invoker-bot in #3074
• Update setup.cfg by @vfdev-5 in #3078
• Update metrics.rst by @vfdev-5 in #3081
• Updated python 3.8 to 3.10 in the CI by @vfdev-5 in #3080
• Updated sphinx version to fix docs build failure by @vfdev-5 in #3086
• Fix issue with setuptools.distutils.version by @vfdev-5 in #3079
• Fixed all gather on number with ws=1 by @vfdev-5 in #3087
• Updated typehint for idist.all_gather method by @vfdev-5 in #3089
• Update versions in pytorch-version-tests.yml by @vfdev-5 in #3091
• Added graceful exit if data download errored by @vfdev-5 in #3096
• Updated CI gpu image version by @vfdev-5 in #3097
• Updated metrics serialization by @vfdev-5 in #3095

New Contributors

• @sweep-ai made their first contribution in #2984
• @Illucious made their first contribution in #2996
• @njuaplusplus made their first contribution in #3017
• @MarcBresson made their first contribution in #3034
• @sihyeong671 made their first contribution in #3038
• @GuptaPratik02 made their first contribution in #3072
• @invoker-bot made their first contribution in #3074

Full Changelog: v0.4.12...v0.4.13