Discussions

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  Add subcommands to LightningCLI

  lightningcli pl.cli.LightningCLI pl Generic label for PyTorch Lightning package

  vikigenius asked Jul 16, 2022 in Lightning Trainer API: Trainer, LightningModule, LightningDataModule · Answered

  

  

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  assert outputs.is_cuda or outputs.device.type == 'xla'

  morestart started Sep 12, 2023 in General

  

  

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  Is there any plan to support the tensorflow?

  joshua-xia started Sep 11, 2023 in General

  

  

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  ModelCheckpoint and WandbLogger: set a common checkpoint filename

  sh3rlock14 asked Mar 6, 2023 in Lightning Trainer API: Trainer, LightningModule, LightningDataModule · Unanswered

  

  

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  LightningCLI: callbacks based on model

  adamjstewart asked Sep 5, 2023 in Lightning Trainer API: Trainer, LightningModule, LightningDataModule · Answered

  

  

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  RuntimeError: Caught RuntimeError in DataLoader worker process 0. &RuntimeError: Trying to resize storage that is not resizable

  1994cxy asked Sep 4, 2023 in Lightning Trainer API: Trainer, LightningModule, LightningDataModule · Closed · Unanswered

  

  

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  Processing in predict_step() requires access to a DataModule attribute

  dianemarquette asked Jun 8, 2021 in Lightning Trainer API: Trainer, LightningModule, LightningDataModule · Answered

  

  

  

  

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  OOM with lora and half precision, but it works with full precision

  tshu-w asked Sep 1, 2023 in Lightning Trainer API: Trainer, LightningModule, LightningDataModule · Unanswered

  

  

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  Question Pytorch Geometric and multi-GPU trianing

  ssnnoo asked Feb 8, 2023 in DDP / multi-GPU / multi-node · Unanswered

  

  

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  fabric and scheduler

  pfeatherstone asked Aug 21, 2023 in Lightning Trainer API: Trainer, LightningModule, LightningDataModule · Answered

  

  

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  Multiple dataloaders as a dict problem

  RafailFridman asked Jul 29, 2021 in Lightning Trainer API: Trainer, LightningModule, LightningDataModule · Unanswered

  

  

  

  

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  Fabric, How to run lig-gpt/finetune/lora.py on multiple nodes

  Andcircle asked Aug 26, 2023 in DDP / multi-GPU / multi-node · Unanswered

  

  

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  trainer.test( ) not working

  purnasai-soulpageit asked Jan 12, 2022 in Lightning Trainer API: Trainer, LightningModule, LightningDataModule · Answered

  

  

  

  

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  loading from checkpoint but modifying the lr_schedulers

  YoelShoshan started Aug 24, 2023 in General

  

  

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  Aggregating gradients before optimizer step

  spivakoa asked Aug 24, 2023 in Lightning Trainer API: Trainer, LightningModule, LightningDataModule · Unanswered

  

  

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  DDP: All devices get the same data

  vitkl asked Jan 30, 2023 in DDP / multi-GPU / multi-node · Unanswered

  

  

  

  

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  General Questions Regarding the Weights and Biases Integration

  jxtngx started Aug 21, 2023 in General

  

  

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  Could validation loss has both step and epoch logs?

  Galaxy-Husky started Aug 18, 2023 in General

  

  

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  load checkpoint resume from CLI, different learning rate

  mshooter asked Aug 18, 2023 in Lightning Trainer API: Trainer, LightningModule, LightningDataModule · Answered

  

  

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  Load weights from checkpoint using lightning-cli

  lightningcli pl.cli.LightningCLI

  man-sean asked Sep 16, 2021 in Lightning Trainer API: Trainer, LightningModule, LightningDataModule · Unanswered

  

  

  

  

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  Some confusion in the DDP mode. In DDP mode, do I have to always use self.all_gather()?

  Struggle-Forever asked Aug 17, 2023 in DDP / multi-GPU / multi-node · Unanswered

  

  

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  Metric names when using multiple dataloader for validation

  kantholtz asked Nov 25, 2020 in Lightning Trainer API: Trainer, LightningModule, LightningDataModule · Unanswered

  

  

  

  

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  How would one accomplish distributed training for SimCLR? (i.e whole batch needs to be aggregated before calculating the loss)

  jeffwillette asked Aug 15, 2023 in DDP / multi-GPU / multi-node · Unanswered

  

  

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  Is it possible to write all the console logs to a file?

  Galaxy-Husky started Aug 8, 2023 in General

  

  

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  Use TimeSeriesDataset() separately for training data and for validation data

  fokoa asked Aug 13, 2023 in Lightning Trainer API: Trainer, LightningModule, LightningDataModule · Unanswered

  

  

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