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Commits on Aug 24, 2023

• Lint failure adding annotations to torchtnt/examples/mingpt/char_dataset.py (pytorch#516)

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• Add test for torchsnapshot saver for saving/reloading DDP modules (pytorch#515)

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Commits on Aug 15, 2023

• Update profile_dataloader to use timer protocol (pytorch#504)

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Commits on Aug 10, 2023

• Return bool from snapshot restore_from_latest (pytorch#498)

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Commits on Aug 4, 2023

• Move FSDPOptimizerWrapper to utils (pytorch#483)

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• Add function for timing & printing elapsed times (pytorch#477)

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Commits on Aug 2, 2023

• Remove get_local_rank falling back to current cuda device (pytorch#484)

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Commits on Jul 28, 2023

• Add get_latest_checkpoint_path to torchsnapshot saver (pytorch#478)

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Commits on Jul 18, 2023

• Expose storage options on torchsnapshot saver (pytorch#462)

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Commits on Jul 13, 2023

• Rename prepare_model -> prepare_module (pytorch#456)

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• Only run callback methods that implement something (pytorch#455)

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• Add callback handler to run and time callbacks (pytorch#454)

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• Add state_dict/load_state_dict support for MultiDataloader (pytorch#452)

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• Add stateful protocol to utilities (pytorch#453)

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Commits on Jul 12, 2023

• Add anomaly detection to auto predict unit (pytorch#451)

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Commits on Jul 6, 2023

• Add wrapper for log audio to tensorboard logger (pytorch#446)

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• Make preemption checking during checkpointing enabled by default (pytorch#444)

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• Reduce copy/paste in torchsnapshot checkpointing (pytorch#442)

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• Remove dynamo wrapper in auto unit (pytorch#443)

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• Use module in-place compile to avoid changing state dict (pytorch#441)

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Commits on Jun 30, 2023

• Remove tracking num_optimizer_steps_completed (pytorch#437)

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Commits on Jun 22, 2023

• Add utils to get histograms of timings across ranks (pytorch#434)

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• Add tqdm utils (pytorch#429)

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Commits on Jun 21, 2023

• Extend profile dataloader to profile copying data to device (pytorch#430)

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Commits on Jun 20, 2023

• use port utility from torch.distributed.elastic (pytorch#427)

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• Add utils to profile dataloading (pytorch#426)

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• Update tests to use assertIn/NotIn (pytorch#420)

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• Add auto predict unit for batch inference use cases (pytorch#419)

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Commits on Jun 13, 2023

• Add utils for distributed init methods

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• Add wrapper for destroy process group

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Commits on Jun 9, 2023

• Split out module wrapping functions in constructor to separate functions

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• Add profiling annotations for more events in loop

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• Flatten AutoUnit train step

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Commits on Jun 8, 2023

• Fix return type of configure_optimizers_and_lr_scheduler

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Commits on Jun 7, 2023

• Add barrier util (pytorch#413)

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