Shuffling dataset when updating GEM memory #1407
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Not shuffling the dataset has a large reduction in performance, since it may lead to an uneven distribution of samples per class within a task.
Using a class-balanced buffer would solve this. It is something we should consider for this kind of strategies.
For balanced datasets, this PR should fix the issue.