Mannat Singh

SLURM quality of life improvements

5

## Description Making a couple of requests to improve QoL on SLURM ## Detailed Proposal It would be helpful to have - - [x] The ability to specify the output...

## Description As a user, I would like to be able to have a way to have logs stored at a specific path. The challenge here is that this should...

Fix eval phase idx in tensorboard

1

Differential Revision: D29577409

Model state should support PyTorch API

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Summary: Classy Models should work like regular PyTorch models. The `{get, set}_classy_state` functions for state are the only blockers which this diff fixes by moving over to `state_dict` and `load_state_dict`...

Implement config validation to find unused keys

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Summary: Implement a `ClassyMap` type which supports tracking reads and freezing the map (the latter is unused currently). Added it to `ClassificationTask` to catch cases where we don't use any...

Support clipping the gradient norm

1

Differential Revision: D24731449

Create function to see if loss has learable parameters

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Summary: Re-usable function which will be used in the next diff Differential Revision: D24729686

Run AMP test on Circle CI

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Summary: Moved `tasks_classification_task_amp_test.py` out from the manual directory, so that the test runs on Circle CI GPUs Differential Revision: D20928747

Fix bug in sync_batch_norm test

1

Differential Revision: D20672293

## 📚 Documentation We should update the dataset tutorial to mention how to use the `DataloaderLimitWrapper` introduced in https://github.com/facebookresearch/ClassyVision/pull/455 for Iterable datasets