pytorch-lightning 1.8.1 on Python PyPI

App

Added the start method to the work (#15523)
Added a MultiNode Component to run with distributed computation with any frameworks (#15524)
Expose RunWorkExecutor to the work and provides default ones for the MultiNode Component (#15561)
Added a start_with_flow flag to the LightningWork which can be disabled to prevent the work from starting at the same time as the flow (#15591)
Added support for running Lightning App with VSCode IDE debugger (#15590)
Added bi-directional delta updates between the flow and the works (#15582)
Added --setup flag to lightning run app CLI command allowing for dependency installation via app comments (#15577)
Auto-upgrade / detect environment mis-match from the CLI (#15434)
Added Serve component (#15609)

Changed the flow.flows to be recursive wont to align the behavior with the flow.works (#15466)
The params argument in TracerPythonScript.run no longer prepends -- automatically to parameters (#15518)
Only check versions / env when not in the cloud (#15504)
Periodically sync database to the drive (#15441)
Slightly safer multi node (#15538)
Reuse existing commands when running connect more than once (#15471)

Fixed writing app name and id in connect.txt file for the command CLI (#15443)
Fixed missing root flow among the flows of the app (#15531)
Fixed bug with Multi Node Component and add some examples (#15557)
Fixed a bug where payload would take a very long time locally (#15557)
Fixed an issue with the lightning CLI taking a long time to error out when the cloud is not reachable (#15412)

Fix an issue with the SLURM srun detection causing permission errors (#15485)
Fixed the import of lightning_lite causing a warning 'Redirects are currently not supported in Windows or MacOs' (#15610)

Fixed TensorBoardLogger not validating the input array type when logging the model graph (#15323)
Fixed an attribute error in ColossalAIStrategy at import time when torch.distributed is not available (#15535)
Fixed an issue when calling fs.listdir with file URI instead of path in CheckpointConnector (#15413)
Fixed an issue with the BaseFinetuning callback not setting the track_running_stats attribute for batch normaliztion layers (#15063)
Fixed an issue with WandbLogger(log_model=True|'all) raising an error and not being able to serialize tensors in the metadata (#15544)
Fixed the gradient unscaling logic when using Trainer(precision=16) and fused optimizers such as Adam(..., fused=True) (#15544)
Fixed model state transfer in multiprocessing launcher when running multi-node (#15567)
Fixed manual optimization raising AttributeError with Bagua Strategy (#12534)
Fixed the import of pytorch_lightning causing a warning 'Redirects are currently not supported in Windows or MacOs' (#15610)

Full Changelog: 1.8.0...1.8.1