* assert torch!=1.12.0 for DDP training
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* Refactor optimizer initialization
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* explicitly set weight_decay value
The default weight_decay value of AdamW is 1e-2, so we should set it to zero.
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* Cleanup
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* Add `--hard-fail` list argument to benchmarks for CI
Will cause CI to fail on a benchmark failure for given indices.
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* attempt at reproducibility
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* use deterministic algs
* fix everything :)
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* revert dataloader changes
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* process_batch as np
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* Add --seed arg
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* add more docs
* add more docs
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* Update train.py
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* Implementation of Early Stopping for DDP training
This edit correctly uses the broadcast_object_list() function to send slave processes a boolean so to end the training phase if the variable is True, thus allowing the master process to destroy the process group and terminate.
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* Update train.py
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* Further cleanup
This cleans up the definition of broadcast_list and removes the requirement for clear() afterward.
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* Add filesize to benchmarks.py
* Add filesize to benchmarks.py
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