stable_resnet

Code for stable resnets.

Datesets included : Cifar10, Cifar100 and TinyImagenet.

Architectures included : ResNet32, ResNet50, ResNet104

To get set up:

1. (optional) make a virtual environment venv and activate it
2. install requirements: pip install -r requirements.txt
3. install the (editable version of the) package: pip install --editable .

Examples :

• Run ResNet32 on Cifar10 with BatchNorm, activation Relu,

python main.py --config configs/cifar10/resnet32/config.json --act relu --bn

• Run ResNet32 on Cifar10 without BatchNorm and with decreasing scaling, activation Relu,

python main.py --config configs/cifar10/resnet32/config.json --act relu --scaling Decrease