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mvitez / thnets

Basic library that can run networks created with Torch
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AttributeError: creator #17

Open thnkim opened 7 years ago

thnkim commented 7 years ago

hello, When I try sample code (in README) to export PyTorch model, like

out = net.forward(torch.autograd.Variable(torch.FloatTensor(1,3,227,227)))
thexport.save('pymodel.net', out)

I got the following error.

File "...... /python3.6/site-packages/torch/autograd/variable.py", line 63, in __getattr__
    raise AttributeError(name)
AttributeError: creator
mvitez commented 7 years ago

This is a pytorch issue and has nothing to do with thnets. I have now installed the latest pytorch to see if there are any changes in syntax, but those commands work to me without any issues. Do you have maybe some (very) old version of pytorch?

thnkim commented 7 years ago

I dump all that I tried:

[GCC 4.4.7 20120313 (Red Hat 4.4.7-1)] on linux
Type "help", "copyright", "credits" or "license" for more information.
>>> import torch
>>> from torchvision import models
>>> import thexport
>>>
>>> net = models.alexnet().eval()
>>> out = net.forward(torch.autograd.Variable(torch.FloatTensor(1,3,227,227)))
>>> thexport.save('pymodel.net', out)
Traceback (most recent call last):
  File "<stdin>", line 1, in <module>
  File "/home/polphit/work/thnets/thexport.py", line 104, in save
    e.write(output.creator)
  File "/home/polphit/anaconda3/lib/python3.6/site-packages/torch/autograd/variable.py", line 63, in __getattr__
    raise AttributeError(name)
AttributeError: creator

my pytorch version is

>>> torch.__version__
'0.1.12+d1a4467'

I'll try this on another machine. Thank you.

thnkim commented 7 years ago

Hello, it worked perfectly on pytorch 0.1.11, but I got this issue on 0.1.12. I tested on 0.1.12 + Python 3.6.0 Anaconda: had the issue 0.1.11 + Python 3.6.0 Anaconda: worked! 0.1.12 + Python 3.5.0 (no Anaconda): had the issue 0.1.11 + Python 3.5.0 (no Anaconda): worked!

Thank you. (Surely I pulled pytorch from master branch).

mvitez commented 7 years ago

I have tested it on 0.1.12_2 with Python 3.5. I don' t have Python 3.6. Maybe PyTorch has some issues with Python 3.6, I don't know.

thnkim commented 7 years ago

Thank you. I guess, it may be related to 'https://discuss.pytorch.org/t/variable-no-attribute-creator/2866', which says pytorch 0.1.12 refactored autograd.

mvitez commented 7 years ago

Yes, but I am using 0.1.12. The latest version downloaded today!

minhnh commented 7 years ago

It seems pytorch refactored from 'creator' to 'grad_fn'. There's a pull request on the tutorial repository updating this.