I got an error when using Tensorboard with Pytorch

Introduction

I tried to use Tensorboard with Pytorch, installed it, wrote the code and executed it, and I encountered an error, so I will write a workaround for it.

Install Tensorboard

Since I am using anaconda, I installed it with the following command.

conda install tensorboard

code

Import to draw a graph in SummaryWriter.

tensorboard.py


from torch.utils.tensorboard import SummaryWriter

error

I got the following Import Error.

ImportError: cannot import name 'SummaryWriter' from 'torch.utils.tensorboard' 

During handling of the above exception, another exception occurred:

ImportError: TensorBoard logging requires TensorBoard with Python summary writer installed. This should be available in 1.14 or above.

approach

For the time being, uninstall and reinstall

I wondered if I couldn't install it properly, so I uninstalled it and installed it again. I got the same error. I got lost here and installed it with pip. (The confusion between pip and conda is not very good) In the end, I got the same error.

Pytorch version check

Since Tensorboard can be officially used from v1.2.0 on Pytorch, I checked the version of Pytorch for the time being.

python


import torch
print(torch.__version__)

It was *** 1.5.1 ***. It doesn't seem to be a Pytorch issue.

Check the version of Tensorboard

The error statement says that the Tensorboard version is 1.14 or higher, so check it.

conda list

It was *** 2.2.1 ***. It doesn't seem to be a Tensorboard issue either.

File name change

I checked the versions of Pytorch and Tensorboard and it was okay so I don't have to do it anymore. I don't know what is causing the error.

Looking at the file name, it says *** tensorboard.py ***. Is it because the file name and module collide and cannot be imported? I thought.

Renamed the file to *** tb.py ***. And when I ran it, I didn't get an error! !! !! !!

Summary

I tried to use Tensorboard with Pytorch and installed it, but I got an ImportError with the same file name as module. Keep the file name and module separate. Also, avoid confusing conda with pip.

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