Code to support training, evaluating and interacting neural network dialog models, and training them with reinforcement learning. Code to deploy a web server which hosts the models live online is available at: https://github.com/asmadotgh/neural_chat_web
License: MIT License
May I know whether the raw batch of interaction data is publicly available?
I run VHRL model more times, and I can't get the result similar to the paper. Generated reponses is so short and repetitive although I set hyperparameter as in the paper. Thanks you!!
Commend I use is python model/train.py --data=reddit_casual --model=VHRED --batch_size=2
Then it report CUDNN_STATUS_EXECUTION_FAILED
Training Start!
0%| | 0/43573 [00:00<?, ?it/s]
Traceback (most recent call last):
File "model/train.py", line 91, in <module>
solver.train()
File "/projects/da33/tao/test-project/neural_chat/model/utils/time_track.py", line 18, in timed
result = method(*args, **kwargs)
File "/projects/da33/tao/test-project/neural_chat/model/solver.py", line 905, in train
mode='train', kl_mult=kl_mult)
File "/projects/da33/tao/test-project/neural_chat/model/solver.py", line 1079, in _process_batch
extra_context_inputs=extra_context_inputs)
File "/projects/da33/tao/test-project/neural_chat/env/lib64/python3.6/site-packages/torch/nn/modules/module.py", line 491, in __call__
result = self.forward(*input, **kwargs)
File "/projects/da33/tao/test-project/neural_chat/model/models.py", line 361, in forward
sentence_length)
File "/projects/da33/tao/test-project/neural_chat/env/lib64/python3.6/site-packages/torch/nn/modules/module.py", line 491, in __call__
result = self.forward(*input, **kwargs)
File "/projects/da33/tao/test-project/neural_chat/model/layers/encoder.py", line 127, in forward
outputs, hidden = self.rnn(rnn_input, hidden)
File "/projects/da33/tao/test-project/neural_chat/env/lib64/python3.6/site-packages/torch/nn/modules/module.py", line 491, in __call__
result = self.forward(*input, **kwargs)
File "/projects/da33/tao/test-project/neural_chat/env/lib64/python3.6/site-packages/torch/nn/modules/rnn.py", line 192, in forward
output, hidden = func(input, self.all_weights, hx, batch_sizes)
File "/projects/da33/tao/test-project/neural_chat/env/lib64/python3.6/site-packages/torch/nn/_functions/rnn.py", line 323, in forward
return func(input, *fargs, **fkwargs)
File "/projects/da33/tao/test-project/neural_chat/env/lib64/python3.6/site-packages/torch/nn/_functions/rnn.py", line 275, in forward
train, dropout_seed, dropout_state)
File "/projects/da33/tao/test-project/neural_chat/env/lib64/python3.6/site-packages/torch/backends/cudnn/rnn.py", line 44, in init_dropout_state
if dropout_p != 0 else None
RuntimeError: CUDNN_STATUS_EXECUTION_FAILED
My environment:
gpu: NVIDIA Tesla V100
python 3.6.8
cuda 10.1
torch 0.4.0
This problem spends me four days. Do you have any idea how to solve it?
This "Approximating Interactive Human Evaluation with Self-Play for Open-Domain Dialog Systems" is a very encouraging work in the field of open-domain dialog system. I'm very happy to try your metric. I have a few questions here:
Really appreciate your hard work :)
Thanks,
Peixiang
From the README:
- Create directories
./datasets/reddit_casual/and./datasets/cornell/respectively.
But when I do that and run the command:
python dataset_preprocess.py --dataset=cornell --shortcut
I receive the error:
Directory already exists. Aborting download.
When I delete the folder, there is no issue anymore.
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