├── LICENSE ├── README.md ├── configs ├── config_bert.json ├── test.yaml └── train.yaml ├── dataset ├── __init__.py ├── dataset.py ├── randaugment.py └── utils.py ├── figs ├── attn.png ├── dataset.jpg ├── framework.jpg ├── intro.jpg ├── statistics.jpg ├── table_2.jpg ├── table_3.jpg ├── table_4.jpg └── visualization.png ├── models ├── HAMMER.py ├── __init__.py ├── box_ops.py ├── vit.py └── xbert.py ├── optim ├── __init__.py ├── adafactor.py ├── adahessian.py ├── adamp.py ├── adamw.py ├── lookahead.py ├── nadam.py ├── novograd.py ├── nvnovograd.py ├── optim_factory.py ├── radam.py ├── rmsprop_tf.py └── sgdp.py ├── requirements.txt ├── scheduler ├── __init__.py ├── cosine_lr.py ├── lr_sched.py ├── plateau_lr.py ├── scheduler.py ├── scheduler_factory.py ├── step_lr.py └── tanh_lr.py ├── test.py ├── test.sh ├── tools ├── __init__.py ├── config.py ├── env.py ├── kernel_utils.py ├── loss.py ├── multilabel_metrics.py ├── schedulers.py └── utils.py ├── train.py ├── train.sh └── utils.py 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