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Minor path release 2.5.1 [wip] #20589

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Minor path release 2.5.1 [wip] #20589

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@Borda Borda commented Feb 14, 2025

Before submitting
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  • Did you make sure your PR does only one thing, instead of bundling different changes together?
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  • Did you write any new necessary tests? (not for typos and docs)
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  • Did you list all the breaking changes introduced by this pull request?
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📚 Documentation preview 📚: https://pytorch-lightning--20589.org.readthedocs.build/en/20589/

withbest and others added 12 commits February 14, 2025 17:56
Signed-off-by: withbest <seekseat@outlook.com.>
(cherry picked from commit afe5708)
(cherry picked from commit efe311c)
When loading a pytorch-lightning model from MLFlow, I get `TypeError: Type parameter +_R_co without a default follows type parameter with a default`.  This happens whenever doing `import pytorch_lightning as pl` which is done by packages like MLFlow.

Co-authored-by: Jirka Borovec <6035284+Borda@users.noreply.github.com>
Co-authored-by: Luca Antiga <luca.antiga@gmail.com>
(cherry picked from commit ee7fa43)
* Fix TBPTT example

* Make example self-contained

* Update imports

* Add test

(cherry picked from commit 76f0c54)
Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>
Co-authored-by: Jirka Borovec <6035284+Borda@users.noreply.github.com>
Co-authored-by: Jirka B <j.borovec+github@gmail.com>
(cherry picked from commit 1b26ac4)
* test: flaky terminated with signal SIGABRT

* str

(cherry picked from commit a944e77)
* Update twine to 6.0.1 for Python 3.13

* Pin pkginfo

* Go with twine 6.0.1

(cherry picked from commit 711abb4)
Bumps [Lightning-AI/utilities](https://github.com/lightning-ai/utilities) from 0.11.9 to 0.12.0.
- [Release notes](https://github.com/lightning-ai/utilities/releases)
- [Changelog](https://github.com/Lightning-AI/utilities/blob/main/CHANGELOG.md)
- [Commits](Lightning-AI/utilities@v0.11.9...v0.12.0)

---
updated-dependencies:
- dependency-name: Lightning-AI/utilities
  dependency-type: direct:production
  update-type: version-update:semver-minor
...

Signed-off-by: dependabot[bot] <support@github.com>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
(cherry picked from commit ea59e40)
(cherry picked from commit 9afcc58)
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Borda commented Feb 14, 2025

would need also #20509

@github-actions github-actions bot added docs Documentation related ci Continuous Integration release fabric lightning.fabric.Fabric pl Generic label for PyTorch Lightning package dependencies Pull requests that update a dependency file package data labels Feb 14, 2025
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github-actions bot commented Feb 14, 2025

⛈️ Required checks status: Has failure 🔴

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This job will need to be re-run to merge your PR. If you do not have write access to the repository, you can ask Lightning-AI/lai-frameworks to re-run it. If you push a new commit, all of CI will re-trigger.

Groups summary

🟢 pytorch_lightning: Tests workflow
Check ID Status
pl-cpu (macOS-14, lightning, 3.9, 2.1, oldest) success
pl-cpu (macOS-14, lightning, 3.10, 2.1) success
pl-cpu (macOS-14, lightning, 3.11, 2.2.2) success
pl-cpu (macOS-14, lightning, 3.11, 2.3) success
pl-cpu (macOS-14, lightning, 3.12.7, 2.4.1) success
pl-cpu (macOS-14, lightning, 3.12.7, 2.5.1) success
pl-cpu (ubuntu-20.04, lightning, 3.9, 2.1, oldest) success
pl-cpu (ubuntu-20.04, lightning, 3.10, 2.1) success
pl-cpu (ubuntu-20.04, lightning, 3.11, 2.2.2) success
pl-cpu (ubuntu-20.04, lightning, 3.11, 2.3) success
pl-cpu (ubuntu-22.04, lightning, 3.12.7, 2.4.1) success
pl-cpu (ubuntu-22.04, lightning, 3.12.7, 2.5.1) success
pl-cpu (windows-2022, lightning, 3.9, 2.1, oldest) success
pl-cpu (windows-2022, lightning, 3.10, 2.1) success
pl-cpu (windows-2022, lightning, 3.11, 2.2.2) success
pl-cpu (windows-2022, lightning, 3.11, 2.3) success
pl-cpu (windows-2022, lightning, 3.12.7, 2.4.1) success
pl-cpu (windows-2022, lightning, 3.12.7, 2.5.1) success
pl-cpu (macOS-14, pytorch, 3.9, 2.1) success
pl-cpu (ubuntu-20.04, pytorch, 3.9, 2.1) success
pl-cpu (windows-2022, pytorch, 3.9, 2.1) success
pl-cpu (macOS-14, pytorch, 3.12.7, 2.5.1) success
pl-cpu (ubuntu-22.04, pytorch, 3.12.7, 2.5.1) success
pl-cpu (windows-2022, pytorch, 3.12.7, 2.5.1) success

These checks are required after the changes to src/lightning/fabric/_graveyard/tpu.py, src/lightning/fabric/cli.py, src/lightning/fabric/connector.py, src/lightning/fabric/plugins/environments/kubeflow.py, src/lightning/fabric/strategies/deepspeed.py, src/lightning/fabric/strategies/launchers/multiprocessing.py, src/lightning/fabric/strategies/launchers/subprocess_script.py, src/lightning/fabric/strategies/model_parallel.py, src/lightning_fabric/__setup__.py, src/lightning/pytorch/callbacks/early_stopping.py, src/lightning/pytorch/callbacks/stochastic_weight_avg.py, src/lightning/pytorch/core/module.py, src/lightning/pytorch/loggers/utilities.py, src/lightning/pytorch/plugins/precision/xla.py, src/lightning/pytorch/strategies/deepspeed.py, src/lightning/pytorch/strategies/launchers/multiprocessing.py, src/lightning/pytorch/strategies/launchers/xla.py, src/lightning/pytorch/trainer/connectors/logger_connector/fx_validator.py, src/lightning/pytorch/trainer/connectors/logger_connector/result.py, src/lightning/pytorch/utilities/model_helpers.py, src/pytorch_lightning/__setup__.py, tests/tests_pytorch/__init__.py, tests/tests_pytorch/accelerators/test_common.py, tests/tests_pytorch/accelerators/test_cpu.py, tests/tests_pytorch/accelerators/test_gpu.py, tests/tests_pytorch/accelerators/test_mps.py, tests/tests_pytorch/accelerators/test_xla.py, tests/tests_pytorch/callbacks/progress/test_rich_progress_bar.py, tests/tests_pytorch/callbacks/progress/test_tqdm_progress_bar.py, tests/tests_pytorch/callbacks/test_callback_hook_outputs.py, tests/tests_pytorch/callbacks/test_callbacks.py, tests/tests_pytorch/callbacks/test_device_stats_monitor.py, tests/tests_pytorch/callbacks/test_early_stopping.py, tests/tests_pytorch/callbacks/test_finetuning_callback.py, tests/tests_pytorch/callbacks/test_gradient_accumulation_scheduler.py, tests/tests_pytorch/callbacks/test_lambda_function.py, 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tests/tests_pytorch/core/test_results.py, tests/tests_pytorch/core/test_saving.py, tests/tests_pytorch/demos/transformer.py, tests/tests_pytorch/deprecated_api/test_no_removal_version.py, tests/tests_pytorch/helpers/__init__.py, tests/tests_pytorch/helpers/advanced_models.py, tests/tests_pytorch/helpers/datamodules.py, tests/tests_pytorch/helpers/deterministic_model.py, tests/tests_pytorch/helpers/pipelines.py, tests/tests_pytorch/helpers/runif.py, tests/tests_pytorch/helpers/simple_models.py, tests/tests_pytorch/helpers/test_models.py, tests/tests_pytorch/loggers/conftest.py, tests/tests_pytorch/loggers/test_all.py, tests/tests_pytorch/loggers/test_comet.py, tests/tests_pytorch/loggers/test_csv.py, tests/tests_pytorch/loggers/test_logger.py, tests/tests_pytorch/loggers/test_mlflow.py, tests/tests_pytorch/loggers/test_neptune.py, tests/tests_pytorch/loggers/test_tensorboard.py, tests/tests_pytorch/loggers/test_wandb.py, tests/tests_pytorch/loops/optimization/test_automatic_loop.py, 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tests/tests_pytorch/models/test_onnx.py, tests/tests_pytorch/models/test_restore.py, tests/tests_pytorch/models/test_torchscript.py, tests/tests_pytorch/models/test_tpu.py, tests/tests_pytorch/overrides/test_distributed.py, tests/tests_pytorch/plugins/precision/test_all.py, tests/tests_pytorch/plugins/precision/test_amp.py, tests/tests_pytorch/plugins/precision/test_amp_integration.py, tests/tests_pytorch/plugins/precision/test_bitsandbytes.py, tests/tests_pytorch/plugins/precision/test_deepspeed_precision.py, tests/tests_pytorch/plugins/precision/test_double.py, tests/tests_pytorch/plugins/precision/test_fsdp.py, tests/tests_pytorch/plugins/precision/test_half.py, tests/tests_pytorch/plugins/precision/test_transformer_engine.py, tests/tests_pytorch/plugins/precision/test_xla.py, tests/tests_pytorch/plugins/test_amp_plugins.py, tests/tests_pytorch/plugins/test_checkpoint_io_plugin.py, tests/tests_pytorch/plugins/test_cluster_integration.py, 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tests/tests_pytorch/trainer/logging_/test_eval_loop_logging.py, tests/tests_pytorch/trainer/logging_/test_logger_connector.py, tests/tests_pytorch/trainer/logging_/test_loop_logging.py, tests/tests_pytorch/trainer/logging_/test_train_loop_logging.py, tests/tests_pytorch/trainer/optimization/test_backward_calls.py, tests/tests_pytorch/trainer/optimization/test_manual_optimization.py, tests/tests_pytorch/trainer/optimization/test_multiple_optimizers.py, tests/tests_pytorch/trainer/optimization/test_optimizers.py, tests/tests_pytorch/trainer/properties/test_estimated_stepping_batches.py, tests/tests_pytorch/trainer/properties/test_get_model.py, tests/tests_pytorch/trainer/properties/test_log_dir.py, tests/tests_pytorch/trainer/properties/test_loggers.py, tests/tests_pytorch/trainer/test_config_validator.py, tests/tests_pytorch/trainer/test_dataloaders.py, tests/tests_pytorch/trainer/test_states.py, tests/tests_pytorch/trainer/test_trainer.py, tests/tests_pytorch/tuner/test_lr_finder.py, tests/tests_pytorch/tuner/test_scale_batch_size.py, tests/tests_pytorch/tuner/test_tuning.py, tests/tests_pytorch/utilities/migration/test_migration.py, tests/tests_pytorch/utilities/migration/test_utils.py, tests/tests_pytorch/utilities/test_all_gather_grad.py, tests/tests_pytorch/utilities/test_auto_restart.py, tests/tests_pytorch/utilities/test_combined_loader.py, tests/tests_pytorch/utilities/test_compile.py, tests/tests_pytorch/utilities/test_data.py, tests/tests_pytorch/utilities/test_deepspeed_collate_checkpoint.py, tests/tests_pytorch/utilities/test_deepspeed_model_summary.py, tests/tests_pytorch/utilities/test_dtype_device_mixin.py, tests/tests_pytorch/utilities/test_grads.py, tests/tests_pytorch/utilities/test_imports.py, tests/tests_pytorch/utilities/test_memory.py, tests/tests_pytorch/utilities/test_model_helpers.py, tests/tests_pytorch/utilities/test_model_summary.py, tests/tests_pytorch/utilities/test_parameter_tying.py, tests/tests_pytorch/utilities/test_parsing.py, tests/tests_pytorch/utilities/test_pytree.py, tests/tests_pytorch/utilities/test_seed.py, tests/tests_pytorch/utilities/test_signature_utils.py, tests/tests_pytorch/utilities/test_upgrade_checkpoint.py, tests/tests_pytorch/utilities/test_warnings.py, tests/legacy/simple_classif_training.py.

🟢 pytorch_lightning: Azure GPU
Check ID Status
pytorch-lightning (GPUs) (testing Lightning | latest) success
pytorch-lightning (GPUs) (testing PyTorch | latest) success

These checks are required after the changes to examples/pytorch/basics/backbone_image_classifier.py, examples/pytorch/basics/autoencoder.py, src/lightning/__setup__.py, src/lightning/pytorch/callbacks/early_stopping.py, src/lightning/pytorch/callbacks/stochastic_weight_avg.py, src/lightning/pytorch/core/module.py, src/lightning/pytorch/loggers/utilities.py, src/lightning/pytorch/plugins/precision/xla.py, src/lightning/pytorch/strategies/deepspeed.py, src/lightning/pytorch/strategies/launchers/multiprocessing.py, src/lightning/pytorch/strategies/launchers/xla.py, src/lightning/pytorch/trainer/connectors/logger_connector/fx_validator.py, src/lightning/pytorch/trainer/connectors/logger_connector/result.py, src/lightning/pytorch/utilities/model_helpers.py, src/pytorch_lightning/__setup__.py, tests/tests_pytorch/__init__.py, tests/tests_pytorch/accelerators/test_common.py, tests/tests_pytorch/accelerators/test_cpu.py, tests/tests_pytorch/accelerators/test_gpu.py, tests/tests_pytorch/accelerators/test_mps.py, tests/tests_pytorch/accelerators/test_xla.py, tests/tests_pytorch/callbacks/progress/test_rich_progress_bar.py, tests/tests_pytorch/callbacks/progress/test_tqdm_progress_bar.py, tests/tests_pytorch/callbacks/test_callback_hook_outputs.py, tests/tests_pytorch/callbacks/test_callbacks.py, tests/tests_pytorch/callbacks/test_device_stats_monitor.py, tests/tests_pytorch/callbacks/test_early_stopping.py, tests/tests_pytorch/callbacks/test_finetuning_callback.py, tests/tests_pytorch/callbacks/test_gradient_accumulation_scheduler.py, tests/tests_pytorch/callbacks/test_lambda_function.py, tests/tests_pytorch/callbacks/test_lr_monitor.py, tests/tests_pytorch/callbacks/test_prediction_writer.py, tests/tests_pytorch/callbacks/test_pruning.py, tests/tests_pytorch/callbacks/test_rich_model_summary.py, tests/tests_pytorch/callbacks/test_spike.py, tests/tests_pytorch/callbacks/test_stochastic_weight_avg.py, 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tests/tests_pytorch/loops/test_loops.py, tests/tests_pytorch/loops/test_prediction_loop.py, tests/tests_pytorch/loops/test_progress.py, tests/tests_pytorch/loops/test_training_epoch_loop.py, tests/tests_pytorch/loops/test_training_loop.py, tests/tests_pytorch/loops/test_training_loop_flow_dict.py, tests/tests_pytorch/loops/test_training_loop_flow_scalar.py, tests/tests_pytorch/models/test_amp.py, tests/tests_pytorch/models/test_cpu.py, tests/tests_pytorch/models/test_ddp_fork_amp.py, tests/tests_pytorch/models/test_fabric_integration.py, tests/tests_pytorch/models/test_gpu.py, tests/tests_pytorch/models/test_hooks.py, tests/tests_pytorch/models/test_hparams.py, tests/tests_pytorch/models/test_onnx.py, tests/tests_pytorch/models/test_restore.py, tests/tests_pytorch/models/test_torchscript.py, tests/tests_pytorch/models/test_tpu.py, tests/tests_pytorch/overrides/test_distributed.py, tests/tests_pytorch/plugins/precision/test_all.py, tests/tests_pytorch/plugins/precision/test_amp.py, tests/tests_pytorch/plugins/precision/test_amp_integration.py, tests/tests_pytorch/plugins/precision/test_bitsandbytes.py, tests/tests_pytorch/plugins/precision/test_deepspeed_precision.py, tests/tests_pytorch/plugins/precision/test_double.py, tests/tests_pytorch/plugins/precision/test_fsdp.py, tests/tests_pytorch/plugins/precision/test_half.py, tests/tests_pytorch/plugins/precision/test_transformer_engine.py, tests/tests_pytorch/plugins/precision/test_xla.py, tests/tests_pytorch/plugins/test_amp_plugins.py, tests/tests_pytorch/plugins/test_checkpoint_io_plugin.py, tests/tests_pytorch/plugins/test_cluster_integration.py, tests/tests_pytorch/profilers/test_profiler.py, tests/tests_pytorch/profilers/test_xla_profiler.py, tests/tests_pytorch/serve/test_servable_module_validator.py, tests/tests_pytorch/strategies/launchers/test_multiprocessing.py, tests/tests_pytorch/strategies/launchers/test_subprocess_script.py, tests/tests_pytorch/strategies/test_common.py, tests/tests_pytorch/strategies/test_custom_strategy.py, tests/tests_pytorch/strategies/test_ddp.py, tests/tests_pytorch/strategies/test_ddp_integration.py, tests/tests_pytorch/strategies/test_ddp_integration_comm_hook.py, tests/tests_pytorch/strategies/test_deepspeed.py, tests/tests_pytorch/strategies/test_fsdp.py, tests/tests_pytorch/strategies/test_model_parallel.py, tests/tests_pytorch/strategies/test_model_parallel_integration.py, tests/tests_pytorch/strategies/test_registry.py, tests/tests_pytorch/strategies/test_single_device.py, tests/tests_pytorch/strategies/test_xla.py, tests/tests_pytorch/test_cli.py, tests/tests_pytorch/trainer/connectors/test_accelerator_connector.py, tests/tests_pytorch/trainer/connectors/test_callback_connector.py, tests/tests_pytorch/trainer/connectors/test_checkpoint_connector.py, tests/tests_pytorch/trainer/connectors/test_data_connector.py, tests/tests_pytorch/trainer/connectors/test_signal_connector.py, 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tests/tests_pytorch/trainer/optimization/test_multiple_optimizers.py, tests/tests_pytorch/trainer/optimization/test_optimizers.py, tests/tests_pytorch/trainer/properties/test_estimated_stepping_batches.py, tests/tests_pytorch/trainer/properties/test_get_model.py, tests/tests_pytorch/trainer/properties/test_log_dir.py, tests/tests_pytorch/trainer/properties/test_loggers.py, tests/tests_pytorch/trainer/test_config_validator.py, tests/tests_pytorch/trainer/test_dataloaders.py, tests/tests_pytorch/trainer/test_states.py, tests/tests_pytorch/trainer/test_trainer.py, tests/tests_pytorch/tuner/test_lr_finder.py, tests/tests_pytorch/tuner/test_scale_batch_size.py, tests/tests_pytorch/tuner/test_tuning.py, tests/tests_pytorch/utilities/migration/test_migration.py, tests/tests_pytorch/utilities/migration/test_utils.py, tests/tests_pytorch/utilities/test_all_gather_grad.py, tests/tests_pytorch/utilities/test_auto_restart.py, tests/tests_pytorch/utilities/test_combined_loader.py, 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🔴 pytorch_lightning: Benchmarks
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🟢 lightning_fabric: CPU workflow
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🟢 install
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install-pkg (ubuntu-22.04, fabric, 3.9) success
install-pkg (ubuntu-22.04, fabric, 3.11) success
install-pkg (ubuntu-22.04, pytorch, 3.9) success
install-pkg (ubuntu-22.04, pytorch, 3.11) success
install-pkg (ubuntu-22.04, lightning, 3.9) success
install-pkg (ubuntu-22.04, lightning, 3.11) success
install-pkg (ubuntu-22.04, notset, 3.9) success
install-pkg (ubuntu-22.04, notset, 3.11) success
install-pkg (macOS-14, fabric, 3.9) success
install-pkg (macOS-14, fabric, 3.11) success
install-pkg (macOS-14, pytorch, 3.9) success
install-pkg (macOS-14, pytorch, 3.11) success
install-pkg (macOS-14, lightning, 3.9) success
install-pkg (macOS-14, lightning, 3.11) success
install-pkg (macOS-14, notset, 3.9) success
install-pkg (macOS-14, notset, 3.11) success
install-pkg (windows-2022, fabric, 3.9) success
install-pkg (windows-2022, fabric, 3.11) success
install-pkg (windows-2022, pytorch, 3.9) success
install-pkg (windows-2022, pytorch, 3.11) success
install-pkg (windows-2022, lightning, 3.9) success
install-pkg (windows-2022, lightning, 3.11) success
install-pkg (windows-2022, notset, 3.9) success
install-pkg (windows-2022, notset, 3.11) success

These checks are required after the changes to src/lightning/__setup__.py, src/lightning/fabric/_graveyard/tpu.py, src/lightning/fabric/cli.py, src/lightning/fabric/connector.py, src/lightning/fabric/plugins/environments/kubeflow.py, src/lightning/fabric/strategies/deepspeed.py, src/lightning/fabric/strategies/launchers/multiprocessing.py, src/lightning/fabric/strategies/launchers/subprocess_script.py, src/lightning/fabric/strategies/model_parallel.py, src/lightning/pytorch/callbacks/early_stopping.py, src/lightning/pytorch/callbacks/stochastic_weight_avg.py, src/lightning/pytorch/core/module.py, src/lightning/pytorch/loggers/utilities.py, src/lightning/pytorch/plugins/precision/xla.py, src/lightning/pytorch/strategies/deepspeed.py, src/lightning/pytorch/strategies/launchers/multiprocessing.py, src/lightning/pytorch/strategies/launchers/xla.py, src/lightning/pytorch/trainer/connectors/logger_connector/fx_validator.py, src/lightning/pytorch/trainer/connectors/logger_connector/result.py, src/lightning/pytorch/utilities/model_helpers.py, src/lightning_fabric/__setup__.py, src/pytorch_lightning/__setup__.py, requirements/ci.txt, requirements/collect_env_details.py.


Thank you for your contribution! 💜

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codecov bot commented Feb 14, 2025

Codecov Report

Attention: Patch coverage is 75.00000% with 1 line in your changes missing coverage. Please review.

Project coverage is 88%. Comparing base (9177ec0) to head (d0979d4).

Additional details and impacted files
@@               Coverage Diff               @@
##           release/stable   #20589   +/-   ##
===============================================
  Coverage              88%      88%           
===============================================
  Files                 267      267           
  Lines               23380    23369   -11     
===============================================
- Hits                20481    20478    -3     
+ Misses               2899     2891    -8     

(cherry picked from commit 4eda5a0)
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7 participants