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Experiment Scripts

In order to facilitate reproducibility of the experiments in Class-incremental learning: survey and performance evaluation (arxiv), scripts for the main experiments are provided. Their main usage is as follows:

./script_cifar100.sh <approach> <gpu> <scenario> [<results_dir>]

where:

  • <approach> - approach to be used, from the ones in ./src/approaches/
  • <gpu> - index of GPU to run the experiment on
  • <scenario> - specific rehearsal scenario (base: no exemplars, fixd: fixed memory, grow: growing memory)
  • [<results_dir>] - results directory (optional), by default it will be ./results