there is no gradient

[xuridongshengpxd]

Hi author, good job.when i ran the train.py,i meet this error.

File "D:\mycodeapp\anaconda\envs\py7\lib\site-packages\torch\nn\modules\module.py", line 727, in _call_impl result = self.forward(*input, **kwargs) File "D:\mycode\deep-stabilization-master\dvs\model.py", line 27, in forward self.hx, self.cx = self.LSTM(x, (self.hx, self.cx)) File "D:\mycodeapp\anaconda\envs\py7\lib\site-packages\torch\nn\modules\module.py", line 727, in _call_impl result = self.forward(*input, **kwargs) File "D:\mycodeapp\anaconda\envs\py7\lib\site-packages\torch\nn\modules\rnn.py", line 974, in forward self.bias_ih, self.bias_hh, (function print_stack) Traceback (most recent call last): File "D:/mycode/deep-stabilization-master/dvs/train.py", line 276, in train(args = args) File "D:/mycode/deep-stabilization-master/dvs/train.py", line 254, in train train_loss = run_epoch(model, train_loader, cf, count, lr, optimizer=optimizer, clip_norm=clip_norm, is_training=True, USE_CUDA=USE_CUDA) File "D:/mycode/deep-stabilization-master/dvs/train.py", line 147, in run_epoch loss.backward(retain_graph=True) File "D:\mycodeapp\anaconda\envs\py7\lib\site-packages\torch\tensor.py", line 221, in backward torch.autograd.backward(self, gradient, retain_graph, create_graph) File "D:\mycodeapp\anaconda\envs\py7\lib\site-packages\torch\autograd_init.py", line 132, in backward allow_unreachable=True) # allow_unreachable flag RuntimeError: one of the variables needed for gradient computation has been modified by an inplace operation: [torch.cuda.FloatTensor [2048]] is at version 2; expected version 1 instead. Hint: the backtrace further above shows the operation that failed to compute its gradient. The variable in question was changed in there or anywhere later. Good luck!

[WarlockWendell]

Hi! did you find a solution to your problem？ I also had the same problem.

[zhmeishi]

It seems the problem of the Pytorch version. Please try Pytorch 1.0.0 or replace LayerLSTM class with nn.LSTM.

[WarlockWendell]

It seems the problem of the Pytorch version. Please try Pytorch 1.0.0 or replace LayerLSTM class with nn.LSTM.

Problem solved! Thanks for your reply!

[etoilestar]

hello， could you tell me how to replace LayerLSTM with nn.LSTM