Discussions

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  How to load the weight weight from checkpoint while we didn't self.save_hyparams(.) ?

  HuangChiEn asked Jan 16, 2024 in Lightning Trainer API: Trainer, LightningModule, LightningDataModule · Answered

  

  

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  How to predict with 1000s of dataloaders?

  HadiSDev asked Feb 1, 2024 in Lightning Trainer API: Trainer, LightningModule, LightningDataModule · Unanswered

  

  

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  How to do checkpointing when optimizer can only use distributed state dict

  RuABraun asked Jan 30, 2024 in DDP / multi-GPU / multi-node · Unanswered

  

  

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  EarlyStopping callback defaults

  sachinruk asked Jan 29, 2024 in code help: CV · Unanswered

  

  

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  confusions about torchmetrics in pytorch_lightning

  KasuganoLove asked Jan 28, 2024 in Lightning Trainer API: Trainer, LightningModule, LightningDataModule · Unanswered

  

  

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  Memory issue when training in DDP mode

  happysyp000 asked Sep 11, 2023 in DDP / multi-GPU / multi-node · Unanswered

  

  

  

  

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  confusions about load_from_checkpoint() and save_hyperparameters()

  KasuganoLove asked Jan 18, 2024 in Lightning Trainer API: Trainer, LightningModule, LightningDataModule · Closed · Answered

  

  

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  per layer learning rate schedule

  jakubMitura14 asked Jan 26, 2024 in Lightning Trainer API: Trainer, LightningModule, LightningDataModule · Unanswered

  

  

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  Does lightning output not go through stdout? NeptuneLogger logs it only partially.

  NiklasKappel asked Jan 26, 2024 in Lightning Trainer API: Trainer, LightningModule, LightningDataModule · Unanswered

  

  

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  ModelPruning callback - hard pruning

  ilya-SX asked Jan 25, 2024 in code help: CV · Unanswered

  

  

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  Gradient Clipping in DDP/DDPSharded strategy behavior

  chetwinlow asked Jan 24, 2024 in DDP / multi-GPU / multi-node · Unanswered

  

  

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  CacheDataset with DDP and Multi-GPUs

  data handling Generic data-related topic strategy: ddp DistributedDataParallel

  bill-yc-chen asked Feb 5, 2022 in DDP / multi-GPU / multi-node · Answered

  

  

  

  

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  Using PyCharm debug mode and breakpoints with pytorch-lightning?

  jpilaul asked Aug 9, 2021 in DDP / multi-GPU / multi-node · Unanswered

  

  

  

  

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  Difference between pytorch lightning and lightning

  sudarshan85 started Feb 8, 2023 in General

  

  

  

  

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  WGANGP not working as expected

  ncuxomun asked May 29, 2021 in code help: CV · Answered

  

  

  

  

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  AttributeError: 'DataLoader' object has no attribute '__code__'

  SongyiGao asked Jan 15, 2022 in Lightning Trainer API: Trainer, LightningModule, LightningDataModule · Unanswered

  

  

  

  

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  What does actually happen with the return value of LightningModule.validation_step?

  NiklasKappel asked Jan 17, 2024 in Lightning Trainer API: Trainer, LightningModule, LightningDataModule · Unanswered

  

  

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  training_step with autocast(endabled=True) and GradScaler()

  kapsner asked Jan 13, 2024 in Lightning Trainer API: Trainer, LightningModule, LightningDataModule · Unanswered

  

  

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  Loading a large HuggingFace LM (T5-11B) using DeepSpeed

  strategy: deepspeed

  soumyasanyal asked Jun 2, 2022 in Lightning Trainer API: Trainer, LightningModule, LightningDataModule · Answered

  

  

  

  

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  How to use LightningCLI to resume training from checkpoint

  KirillShmilovich asked Feb 22, 2023 in Lightning Trainer API: Trainer, LightningModule, LightningDataModule · Unanswered

  

  

  

  

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  Why does Lightning AI Fabric gives warning to training with precision = "bf16-mixed" instead of "bf16"

  basujindal asked Aug 8, 2023 in DDP / multi-GPU / multi-node · Answered

  

  

  

  

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  How to customize amp in pytorchightning

  precision: amp Automatic Mixed Precision

  MooreManor asked Aug 23, 2022 in Lightning Trainer API: Trainer, LightningModule, LightningDataModule · Unanswered

  

  

  

  

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  No module named 'pytorch_lightning.lite'

  kumara95 asked Jul 25, 2023 in Lightning Trainer API: Trainer, LightningModule, LightningDataModule · Closed · Unanswered

  

  

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  How to exclude model __init__ parameters from the lightning CLI?

  NiklasKappel asked Jan 8, 2024 in Lightning Trainer API: Trainer, LightningModule, LightningDataModule · Answered

  

  

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  RuntimeError: unsupported operation: some elements of the input tensor and the written-to tensor refer to a single memory location

  morestart asked Aug 24, 2022 in DDP / multi-GPU / multi-node · Answered

  

  

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