reproduce resnet results on CIFAR10

christiancosgrove / pytorch-spectral-normalization-gan

Paper by Miyato et al. https://openreview.net/forum?id=B1QRgziT-

MIT License

676 stars 109 forks source link

reproduce resnet results on CIFAR10 #10

Open shamafiras opened 6 years ago

shamafiras commented 6 years ago

Hey, I'm trying to reproduce the published results of the resnet network on the CIFAR10 dataset. As published in the paper, they were able to achieve a score of 8.22 using resnet network, however I couldn't achieve above 7.5+- in this net. Am I missing something ? I tried the 3 available loss options, only the models trained on bce were converged, while the other collapsed. Thanks

WhiteTeaDragon commented 5 months ago

Is there any news? Was anyone able to reproduce ResNet + SN results?