PyTorch Implementation of iCaRL

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

requirement

python3.6

Pytorch1.3.0 linux

numpy

PIL

Properties

model

• alexnet
• resnet for ResNet18

dataset

• cifar100 for 10 tasks
• cifar10 for 5 tasks

run

sh run.sh

nohup python3 main.py --dataset CIFAR100 --model alexnet --gpu_id 0 &> alexnet_cifar100.txt &
nohup python3 main.py --dataset CIFAR10 --model alexnet --gpu_id 1 &> alexnet_cifar10.txt &
nohup python3 main.py --dataset CIFAR100 --model resnet --gpu_id 2 &> resnet_cifar100.txt &
nohup python3 main.py --dataset CIFAR10 --model resnet --gpu_id 1 &> resnet_cifar10.txt &