For running experiments, please, use experiments.ipynb and comments how to specify configs.
config.data_root (datasets are downloads automatically, don't care) ├── cifar10 ├── cifar100 ├── svhn └── stl10
config.storage_path/pretrained/ └── cifar10 └── vgg19 └──<<!!download_initial_model_to_there!!!>>
config.storage_path/interlayers/ └── cifar10 └── vgg19 └── svd
config.storage_path/compressed/ └── cifar10 └── vgg19 └── finetuned ├── [None, None, None, None, None, None, None, None, None, None, 0.15, 0.15, 0.15, 0.15, 0.15, 0.15] ...........................>>>>................... └── [None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None] config.storage_path/results/ ├── cifar10 │ └── vgg19 │ └── svd_imgs └── images