SOLF

Implementation of our technical report Weight-Output Bi-Directional Constraint for Continual Learning.

Dataset

• ImageNet100 Refer to ImageNet100_Split

Dependencies

• python 3.7.9
• pytorch >1.0 (>1.7 recommended)
• sacred 0.8.2
• torchvision 0.10.1
• cudatoolkit 11.2

Training

For CIFAR100, run:

sh scripts/run.sh

For ImageNet-100, run:

sh scripts/run_imagenet.sh

Acknowledgement

Thanks for the great code base from https://github.com/Rhyssiyan/DER-ClassIL.pytorch.