How many epochs to train for CIFAR-10

Hi,
I'm wondering how many epochs should one train PixcelCNN++ from scratch on CIFAR-10 o get a reasonable result (e.g., Inception score around ~5.5)?
I can see in the `train.py`, the `max_epochs` is defaulted to `5000` epochs. Does one actually need to train that much?