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Requirements.txt is not in pip compatible format
Please see this SO issue for an overview of the issue.
Could you please update with a working pip environment?
Questions About Training, Stream ordering, and Labels
Hi,
Thanks for open sourcing your code! I really enjoyed going through your paper. I have a few questions I was hoping you could answer.
- In the paper you mention that
For all experiments that require training, ..., we train each model for 4 epochs every 5,000 samples that are received.
If I understand correctly, this means methods likeStandard Training
andFinetuning
will stop and train 90k / 5k = 18 times during the sequential phase ? And other methods likePrototype Finetuning
are updated on-the-fly without any offline training ? - Could you give a little more info on how the samples in the stream are ordered ? Are the samples ordered in any way (e.g. all samples from class 1 are showed before moving on two class 2) or is it possible (although super unlikely but still) that the first 1K samples contain all 1K classes ?
- Finally, you mention in the
readme
that there exists a file calledoverview.md
which lays out the code structure ? Could you link me to the file (as I could not find it) ?
Again, thanks for sharing your code!
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