Question: Command line example on running your code
hql5143 opened this issue · comments
Hi
Could you provide a sample command line to run your code on a dataset such as CIFAR-10 or -100?
Hi, thanks for the issue!
We'll have some training examples and pre-trained models up in the next couple of days.
I'll post here when it's done :)
@hql5143 I've added some more guidance to the README under Experiments, let us know if you have any issues getting it to run :)
Thank you much! Following the instructions, I was able to run the experiments!!
A follow-up question: May I ask if "bash cifar_experiment.sh cifar10 pyramidnet fmix ./data"
would yield something close to the reported accuracy: 98.64?
Also, what would be the batch size for "pyramidnet"; it seems not specified in the bash file...
@hql5143 it should do :) the batch size is 64 just the default of 128 listed in .trainer.py
Note that the PyramidNet experiments use the same schedule as Fast AutoAugment (1800 epochs) - they take about 8days on a V100!
Another option is to load in the pretrained model from torch.hub :)
Hope that helps!