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Lifelong Learning with Searchable Extension Units

Project Structure

  • /src: source code
  • /dat: dataset

Experiment Environment

python 3.7
PyTorch 1.1
torchvision 0.3

Command to start experiment

The default is to use the same hyperparameters as in the paper

run seu on the split CIFAR10

source run_cifar10_seu.sh

run seu on the split CIFAR100

source run_cifar100_seu.sh

run seu on the PMNIST

source run_pmnist_seu.sh

run seu on the Mixture Dataset

source run_mixture_seu.sh