PyTorch Ignite Files

Major changes

• Added new metrics: CosineSimilarity, Entropy, PearsonCorrelation. Big thanks to @kzkadc!
• Moved ignite.contrib.metrics and ignite.contrib.handlers to ignite.handlers and ignite.metrics. Thanks to @leej3!

What's Changed

• [CI] Fixed docker build GHA by @vfdev-5 in https://github.com/pytorch/ignite/pull/3101
• Update docker-build.yml by @vfdev-5 in https://github.com/pytorch/ignite/pull/3102
• Aligned pypi release commands between nightly and stable by @vfdev-5 in https://github.com/pytorch/ignite/pull/3104
• Fixed code formatting error by @vfdev-5 in https://github.com/pytorch/ignite/pull/3128
• Fixed mypy issues by @vfdev-5 in https://github.com/pytorch/ignite/pull/3129
• update citations to match the linked whitepaper by @djwadhwa in https://github.com/pytorch/ignite/pull/3127
• Fixing CI for pytorch version tests by @vfdev-5 in https://github.com/pytorch/ignite/pull/3130
• Add support for MPS Backend [without torch.amp.autocast ] + CI by @vfdev-5 in https://github.com/pytorch/ignite/pull/3041
• Try to fix conda env issue on MPS tests by @vfdev-5 in https://github.com/pytorch/ignite/pull/3148
• Fix failing tests on old pytorch versions by @vfdev-5 in https://github.com/pytorch/ignite/pull/3147
• [skip-ci] Added ignite logo mixed light by @vfdev-5 in https://github.com/pytorch/ignite/pull/3153
• Fix failing mps tests by @pranavvp16 in https://github.com/pytorch/ignite/pull/3145
• make lr finder error message more helpful. by @leej3 in https://github.com/pytorch/ignite/pull/3160
• Fixed a bug in ConcatScheduler load_state_dict by @vfdev-5 in https://github.com/pytorch/ignite/pull/3183
• Fixed failing test on engine that does not warn by @vfdev-5 in https://github.com/pytorch/ignite/pull/3196
• Fixed failing docs linkcheck by @vfdev-5 in https://github.com/pytorch/ignite/pull/3194
• Migrate the macOS runners label from macos-m1-12 to macos-m1-stable by @DanilBaibak in https://github.com/pytorch/ignite/pull/3193
• Fix anaconda binaries upload by @vfdev-5 in https://github.com/pytorch/ignite/pull/3192
• Change LinearCyclicalScheduler to triangle wave to sawtooth wave by @sihyeong671 in https://github.com/pytorch/ignite/pull/3186
• docs: add MAPE description to MARE [skip ci] by @aalbayrak394 in https://github.com/pytorch/ignite/pull/3199
• check using gha labeler@v5 by @vfdev-5 in https://github.com/pytorch/ignite/pull/3205
• Updated pr-labeler-config.yml to v5 by @avinashsharma080 in https://github.com/pytorch/ignite/pull/3201
• Temporary fixing mpmath issue by @vfdev-5 in https://github.com/pytorch/ignite/pull/3207
• Add cosine similarity metric by @kzkadc in https://github.com/pytorch/ignite/pull/3203
• Fix error when testing xla in cosine similarity metric by @kzkadc in https://github.com/pytorch/ignite/pull/3213
• Ported more distrib tests using TestDistributed by @vfdev-5 in https://github.com/pytorch/ignite/pull/3208
• Updated code formatting tools verions and reformatted the code by @vfdev-5 in https://github.com/pytorch/ignite/pull/3209
• Move contrib.handlers by @leej3 in https://github.com/pytorch/ignite/pull/3204
• Add Entropy metric by @kzkadc in https://github.com/pytorch/ignite/pull/3210
• Update references to handlers by @leej3 in https://github.com/pytorch/ignite/pull/3214
• Rewrite test for Entropy metric by @kzkadc in https://github.com/pytorch/ignite/pull/3216
• Fixed issue when DATALOADER_STOP_ITERATION event is triggered when engine.run(data=None, ...) by @vfdev-5 in https://github.com/pytorch/ignite/pull/3217
• Updated pytorch version in docker and older versions tests by @vfdev-5 in https://github.com/pytorch/ignite/pull/3200
• Update test for CosineSimilarity Metric by @kzkadc in https://github.com/pytorch/ignite/pull/3218
• Added python 3.12 dependency in CI by @avinashsharma080 in https://github.com/pytorch/ignite/pull/3219
• add fbresearch_logger.py by @leej3 in https://github.com/pytorch/ignite/pull/3215
• Move contrib metrics files by @leej3 in https://github.com/pytorch/ignite/pull/3220
• Fixed FID docstring and use latest pytorch_fid package by @vfdev-5 in https://github.com/pytorch/ignite/pull/3222
• Add PearsonCorrelation metric by @kzkadc in https://github.com/pytorch/ignite/pull/3212
• Fix device compatibility for PearsonCorrelation metric by @kzkadc in https://github.com/pytorch/ignite/pull/3223

Acknowledgments

🎉 Thanks to our community and all our contributors for the issues, PRs and 🌟 ⭐️ 🌟 ! 💯 We really appreciate your implication into the project

New Contributors

• @djwadhwa made their first contribution in https://github.com/pytorch/ignite/pull/3127
• @pranavvp16 made their first contribution in https://github.com/pytorch/ignite/pull/3145
• @leej3 made their first contribution in https://github.com/pytorch/ignite/pull/3160
• @DanilBaibak made their first contribution in https://github.com/pytorch/ignite/pull/3193
• @aalbayrak394 made their first contribution in https://github.com/pytorch/ignite/pull/3199
• @avinashsharma080 made their first contribution in https://github.com/pytorch/ignite/pull/3201
• @kzkadc made their first contribution in https://github.com/pytorch/ignite/pull/3203

Thank you !

Full Changelog

https://github.com/pytorch/ignite/compare/v0.4.13...v0.5.0.post1