Discussions

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  Hyperparameter tuning & Experiment tracking

  athenawisdoms started Mar 29, 2021 in General

  

  

  

  

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  Can I train a pre-train bert model using pytorchLightning?

  wa008 asked Mar 26, 2021 in code help: NLP / ASR / TTS · Unanswered

  

  

  

  

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  The validation process appears to be slow without the use of a GPU

  MRI000000 started Mar 31, 2021 in General

  

  

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  Understanding Metrics + DDP

  wasserth asked Jun 24, 2020 in DDP / multi-GPU / multi-node · Unanswered

  

  

  

  

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  How are metrics aggregated in DDP?

  ZhaofengWu asked Jun 8, 2020 in DDP / multi-GPU / multi-node · Unanswered

  

  

  

  

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  Accessing the best validation loss so far in validation_epoch_ends

  jandonov asked Mar 22, 2021 in Lightning Trainer API: Trainer, LightningModule, LightningDataModule · Answered

  

  

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  Manually call model.eval() and model.train() inside the training loop

  rwbfd asked Mar 29, 2021 in Lightning Trainer API: Trainer, LightningModule, LightningDataModule · Answered

  

  

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  High Volatile GPU-Util, Low Memory Usage

  nyxynyx started Mar 29, 2021 in General

  

  

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  FP16 uses lesser GPU memory, but training speed unchanged

  precision: amp Automatic Mixed Precision

  athenawisdoms started Mar 29, 2021 in General

  

  

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  Logging issue when using custom metrics

  cemde asked Mar 27, 2021 in Lightning Trainer API: Trainer, LightningModule, LightningDataModule · Unanswered

  

  

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  Metric accuracy change from PL 1.1.8 to 1.2.3

  kielnino asked Mar 25, 2021 in Lightning Trainer API: Trainer, LightningModule, LightningDataModule · Unanswered

  

  

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  LSTM Position Regressor converges to the mean position of the minibatch

  torsol started Mar 27, 2021 in General

  

  

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  Training using DDP and SLURM

  rave78 asked Jan 19, 2021 in DDP / multi-GPU / multi-node · Unanswered

  

  

  

  

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  How to make PyTorch Lightning quiet?

  Turakar asked Mar 4, 2021 in Lightning Trainer API: Trainer, LightningModule, LightningDataModule · Answered

  

  

  

  

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  Bug in SLURMConnector?

  geecrane asked Mar 5, 2021 in DDP / multi-GPU / multi-node · Answered

  

  

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  Is there support for LazyConv and LazyLinear in pytorch?

  bokutotu started Mar 22, 2021 in General · Closed

  

  

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  GPU memory usage increased with the use of pl.metrics

  skyshine102 asked Mar 21, 2021 in Lightning Trainer API: Trainer, LightningModule, LightningDataModule · Unanswered

  

  

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  trainer.check

  gianscarpe asked Jan 7, 2021 in Lightning Trainer API: Trainer, LightningModule, LightningDataModule · Answered

  

  

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  Visualization callbacks

  Parskatt asked Mar 21, 2021 in Lightning Trainer API: Trainer, LightningModule, LightningDataModule · Unanswered

  

  

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  Sanity Check fail when ddp is enable

  edwardpwtsoi asked Mar 17, 2021 in DDP / multi-GPU / multi-node · Unanswered

  

  

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  SSIM metric not working with half-precision

  ncuxomun asked Mar 17, 2021 in Lightning Trainer API: Trainer, LightningModule, LightningDataModule · Unanswered

  

  

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  Doubt about the folder structure generated by pytorch lightning

  yorard123 asked Mar 16, 2021 in Lightning Trainer API: Trainer, LightningModule, LightningDataModule · Unanswered

  

  

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  Wasserstein distance should be positive

  baderrasheed asked Mar 15, 2021 in code help: CV · Unanswered

  

  

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  Loss growing back after 3-5 epochs

  XinnuoXu started Mar 15, 2021 in General

  

  

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  Log subset of metrics to console as text

  addisonklinke asked Feb 24, 2021 in Lightning Trainer API: Trainer, LightningModule, LightningDataModule · Unanswered

  

  

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