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Spatial Transformer Networks in Pytorch.

Results 4 Pytorch-STN issues
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Hello, can I ask you a question? Why [the input of conv1 in SpatialTransformer](https://github.com/aicaffeinelife/Pytorch-STN/blob/master/models/STNModule.py#L49) should be detached? Look forward to your reply. _Originally posted by @wuwenbin970731 in https://github.com/aicaffeinelife/Pytorch-STN/issues/5#issuecomment-659167815_

Hi! I think that conv4 should be called on https://github.com/aicaffeinelife/Pytorch-STN/blob/master/models/STNModule.py#L54 instead of conv3. You call conv3 before that already? Am I right? I can send a PR if you want.

Hi, thanks for your code. I want to plug the STN into a CNN, and after comparing your code with the code in[ pytorch tutorial](https://pytorch.org/tutorials/intermediate/spatial_transformer_tutorial.html), I find some differences. ![image](https://user-images.githubusercontent.com/33519394/84785002-892a1c80-b01d-11ea-9f4b-fdc7bbc6ba5c.png)...

Can't reproduce cifar10 result. Here is mine without stn: 78.3% with stn: 76.7% Any idea?