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Cannot turn off sampler injection at inference time.

bugSomething isn't workingSomething isn't working

needs triageWaiting to be triaged by maintainersWaiting to be triaged by maintainers

ver: 2.1.x

Status: Open.

#20253 In Lightning-AI/pytorch-lightning;

· ovavourakis opened on Sep 6, 2024

Mixed precision, ddp and torch.no_grad()

bugSomething isn't workingSomething isn't working

needs triageWaiting to be triaged by maintainersWaiting to be triaged by maintainers

ver: 2.1.x

Status: Open.

#20251 In Lightning-AI/pytorch-lightning;

· tomasgeffner opened on Sep 6, 2024

7x slower training speed when switching from lightning 1.0 to 2.0

bugSomething isn't workingSomething isn't working

needs triageWaiting to be triaged by maintainersWaiting to be triaged by maintainers

ver: 2.1.x

ver: 2.2.x

ver: 2.3.x

ver: 2.4.x

Status: Open.

#20201 In Lightning-AI/pytorch-lightning;

· MaiBe-ctrl opened on Aug 14, 2024

ModelCheckpoint Callback not working/saving unless save_on_train_epoch_end is enabled True which considerably slows down training

bugSomething isn't workingSomething isn't working

needs triageWaiting to be triaged by maintainersWaiting to be triaged by maintainers

ver: 2.1.x

ver: 2.2.x

ver: 2.3.x

ver: 2.4.x

Status: Open.

#20200 In Lightning-AI/pytorch-lightning;

· snknitin opened on Aug 14, 2024

ModelCheckpoint could not find key in returned metrics

bugSomething isn't workingSomething isn't working

callback: model checkpoint

help wantedOpen to be worked onOpen to be worked on

ver: 2.1.x

Status: Open.

#20046 In Lightning-AI/pytorch-lightning;

· TheAeryan opened on Jul 4, 2024

KeyboardInterrupt raises an exception which results in a zero exit code

bugSomething isn't workingSomething isn't working

environment: slurm

help wantedOpen to be worked onOpen to be worked on

ver: 2.0.x

ver: 2.1.x

ver: 2.2.x

Status: Open.

#19916 In Lightning-AI/pytorch-lightning;

· amarckal opened on May 29, 2024

MLFlowLogger fails when logging hyperparameters as Trainer already does automatically

bugSomething isn't workingSomething isn't working

needs triageWaiting to be triaged by maintainersWaiting to be triaged by maintainers

ver: 2.1.x

Status: Open.

#19889 In Lightning-AI/pytorch-lightning;

· CristoJV opened on May 22, 2024

Error loading a saved model to run inference (using ddp_notebook strategy)

bugSomething isn't workingSomething isn't working

needs triageWaiting to be triaged by maintainersWaiting to be triaged by maintainers

ver: 2.1.x

Status: Open.

#19869 In Lightning-AI/pytorch-lightning;

· carlos-havier opened on May 15, 2024

WandbLogger save_dir and dir parameters do not work as expected.

bugSomething isn't workingSomething isn't working

needs triageWaiting to be triaged by maintainersWaiting to be triaged by maintainers

ver: 2.1.x

Status: Open.

#19830 In Lightning-AI/pytorch-lightning;

· Jigar1201 opened on Apr 30, 2024

TensorBoardLogger has the wrong epoch numbers much more than the fact

bugSomething isn't workingSomething isn't working

needs triageWaiting to be triaged by maintainersWaiting to be triaged by maintainers

ver: 2.1.x

Status: Open.

#19828 In Lightning-AI/pytorch-lightning;

· AlbireoBai opened on Apr 30, 2024

AWS Trainium fails number of device validation when using more than 1 accelerator on the instances

bugSomething isn't workingSomething isn't working

needs triageWaiting to be triaged by maintainersWaiting to be triaged by maintainers

ver: 2.0.x

ver: 2.1.x

Status: Open.

#19826 In Lightning-AI/pytorch-lightning;

· BrianF-tessera opened on Apr 29, 2024

Multi-gpu training is much lower than single gpu (due to additional processes?)

bugSomething isn't workingSomething isn't working

needs triageWaiting to be triaged by maintainersWaiting to be triaged by maintainers

ver: 2.1.x

Status: Open.

#19796 In Lightning-AI/pytorch-lightning;

· RitaQian-westlake opened on Apr 22, 2024