Hi I am using pytorch 0.4.1, I got the error. I have tried the solution proposed in https://stackoverflow.com/questions/45810356/runtimeerror-cudnn-status-internal-error 34 which is rm -rf ~/.nv
class cnn(nn.Module):
    def __init__(self, args):
        Ks = [3,4,5]
        self.convs1 = nn.ModuleList([nn.Conv2d(1, 100, (K, 10)) for K in Ks])
    def forward(self,x):
        x = [F.relu(conv(x)).squeeze(3) for conv in self.convs1]     

Any idea?