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@vikasverma1077 or @alexmlamb - any thoughts?

Thanks guys, I'm trying to figure out where to go next. Trying a model or two in torchvision 0.2.1 seems like a good idea, given what you both have said;...

Yes. The first three columns (Header, Err μ, Err σ) are taken from the the first two columns of Table 1(a) in the [paper](https://arxiv.org/pdf/1806.05236.pdf). The rest of the columns refer...

_"Manifold Mixup (α = 2)"_: I ran the command line as given on README.md, for **"Manifold mixup WRN-28-10"** _"Manifold Mixup (α = 2) , but not mixup_hidden"_: I accidentally used...

> I would recommend using the same packages as in the README and reproduce the results first... I've run the first two experiments, on WRN28_10, using the same packages on...

Update Here is a table of Test Error results, with updates from using the packages on the README (columns K-O). - You can focus on columns B, I, and N...

Here are the log files, for the two cases (added a time stamp). Moving mouse while running (capturing 3 buffers) (60 fps): ``` 12:24:09.702 Display output found. DeviceName=\\.\DISPLAY4 AttachedToDesktop=1 Rotation=1...

Hi @198808xc, @chenxin061 - thanks for the great, detailed responses. Based on this, I'll do some more investigation on my side, it may take a week or two - then,...

I have a related question: how are you calculating the number of trainable parameters in the model? I wrote a quick utility, and I matched your 3.4M number for PDARTS...

well, for some reason PyTorch crashed at iteration #551, with --auxiliary. Trying to figure out if warm restarts can be easily implemented. Looks like just CosineAnnealingLR() and torch.optim.SGD() would be...