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Confusing recommendation to use sync_dist=True even with TorchMetrics
bug
Something isn't working
help wanted
Open to be worked on
logging
Related to the `LoggerConnector` and `log()`
ver: 2.2.x
#20153
opened Aug 2, 2024 by
srprca
Support TorchEval
feature
Is an improvement or enhancement
logging
Related to the `LoggerConnector` and `log()`
#19716
opened Mar 30, 2024 by
jaanli
Metrics not being reset in-between multiple dataloaders during validation.
bug
Something isn't working
logging
Related to the `LoggerConnector` and `log()`
ver: 2.0.x
#18282
opened Aug 11, 2023 by
guillaume-rochette-oxb
Add Hooks for Dataloader Beginning and End
data handling
Generic data-related topic
feature
Is an improvement or enhancement
hooks
Related to the hooks API
logging
Related to the `LoggerConnector` and `log()`
self.log(.., on_epoch=True) runs extremely slow
bug
Something isn't working
logging
Related to the `LoggerConnector` and `log()`
performance
repro needed
The issue is missing a reproducible example
ver: 2.0.x
#17988
opened Jul 4, 2023 by
LinWeizheDragon
self.log when model is compiled does not accumulate the metrics
bug
Something isn't working
logging
Related to the `LoggerConnector` and `log()`
torch.compile
ver: 2.0.x
self.log: Is an improvement or enhancement
help wanted
Open to be worked on
logging
Related to the `LoggerConnector` and `log()`
pl
Generic label for PyTorch Lightning package
strategy.reduce
vs reduce_fx
feature
self.log
raised error when number of dataloader is not consistent
bug
ModelCheckpoint tries to find monitored key on non-zero ranks
callback: model checkpoint
feature
Is an improvement or enhancement
logging
Related to the `LoggerConnector` and `log()`
Training process freezes on step 2 when training with manual optimization.
bug
Something isn't working
distributed
Generic distributed-related topic
logging
Related to the `LoggerConnector` and `log()`
repro needed
The issue is missing a reproducible example
#15395
opened Oct 28, 2022 by
dtmoodie
Metrics and multiple validation/test dataloaders
docs
Documentation related
logging
Related to the `LoggerConnector` and `log()`
#12765
opened Apr 14, 2022 by
pietrolesci
Non-functioning gradient clipping repeatably leads to exploding gradients
feature
Is an improvement or enhancement
help wanted
Open to be worked on
logging
Related to the `LoggerConnector` and `log()`
Logging a TorchMetric resets it, produces very subtle and unexpected behaviour
feature
Is an improvement or enhancement
logging
Related to the `LoggerConnector` and `log()`
log_every_n_steps
is broken for Trainer.{validate,test,predict}
bug
[RFC] Deprecate Includes a design discussion
logging
Related to the `LoggerConnector` and `log()`
trainer: argument
log_every_n_steps
from Trainer
design
#9726
opened Sep 27, 2021 by
daniellepintz
Syncing the log_dir across ranks is not valid with multiple nodes
bug
Something isn't working
distributed
Generic distributed-related topic
help wanted
Open to be worked on
logging
Related to the `LoggerConnector` and `log()`
priority: 1
Medium priority task
#9212
opened Aug 30, 2021 by
porterrf
Runtime events with support for custom handlers
feature
Is an improvement or enhancement
help wanted
Open to be worked on
let's do it!
approved to implement
logging
Related to the `LoggerConnector` and `log()`
Support Lightning Logging without Trainer
design
Includes a design discussion
discussion
In a discussion stage
feature
Is an improvement or enhancement
logging
Related to the `LoggerConnector` and `log()`
priority: 2
Low priority task
LearningRateMonitor doesn't log to MLFlow via mlflow.pytorch.autolog()
logger
Related to the Loggers
logging
Related to the `LoggerConnector` and `log()`
priority: 2
Low priority task
working as intended
Working as intended
#7911
opened Jun 10, 2021 by
notonlyvandalzzz
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