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PyTorch Implementation of iCaRL

A PyTorch Implementation of iCaRL: Incremental Classifier and Representation Learning.

requirement

python3.6

Pytorch1.3.0 linux

numpy

PIL

run

python -u main.py

Result

Resnet18+CIFAR100

incremental step 0 1 2 3 4 5 6 7 8 9
iCaRL test accuracy 83.8 77.81 74.332 71.244 68.252 64.788 61.756 58.588 56.546 54.108

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