Cuda runtime error (59)

@wgpubs
Thank you so much for sharing the code to create multi label data in TorchText
I am trying to solve the Toxic comment challenge on kaggle.

As per my understanding, binary_cross_entropy should be used as the criterion in RNN_Learner (Please correct me if I am wrong). When I use the binary_cross_entropy as criterion, fit model throws an error.

   1177             weight = Variable(weight)
   1178 
-> 1179     return torch._C._nn.binary_cross_entropy(input, target, weight, size_average)
   1180 
   1181 

RuntimeError: reduce failed to synchronize: device-side assert triggered

I am unable to figure out this Runtime error.
Did you face this in your experiments?

Thanks again.