About ResNet18？

[Rashfu]

Have you tried this structure on ResNet18? Does it work for light-weight network?

[gasvn]

Sorry, we don't have Res2Net models smaller than resnet50. The res2net should also work for resnet18 as it improve the model multi-scale ability from a fine-grained level.

[Rashfu]

Theoretically, it works for resnet18. I wonder how do you get Res2Net pretrained models, trained from scratch on ImageNet for 100 epoches?

[gasvn]

Yes, by default we train the model on imagenet for 100 epochs.