├── .gitignore ├── LICENSE ├── README.md ├── experiments ├── cli.py ├── data │ ├── __init__.py │ ├── main.py │ └── utils.py ├── epoch.py ├── loss.py ├── main.py ├── models │ ├── __init__.py │ ├── cifar.py │ ├── densenet.py │ ├── main.py │ └── parser.py ├── scripts │ ├── cifar100_noise_ce.sh │ ├── cifar100_noise_svm.sh │ ├── eval.py │ ├── imagenet_split.py │ ├── imagenet_subsets_ce.sh │ ├── imagenet_subsets_svm.sh │ └── perf.py └── utils.py ├── requirements.txt ├── results ├── .gitkeep ├── cifar100 │ └── .gitkeep └── imagenet │ └── .gitkeep ├── setup.py ├── tests ├── py_ref.py ├── test_log.py ├── test_losses.py ├── test_sum_product.py └── utils.py └── topk ├── __init__.py ├── functional.py ├── logarithm.py ├── polynomial ├── __init__.py ├── divide_conquer.py ├── grad.py ├── multiplication.py └── sp.py ├── svm.py └── utils.py /.gitignore: -------------------------------------------------------------------------------- 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