Google Colab freezes with Tflearn
So when I run a simple DNN with TFlearn in Colab Notebook (for n_epochs greater than 100), the whole page and and browser becomes unstable and freezes and the runtime disconnects. I´m assuming the operation is still running on the cloud, just the browser is no longer able to keep up and crashes before returning the results. Have tried this on two different machines and two different browsers with same results. When I run the code on terminal, it runs fine. Also when I run it in a Kaggle notebook, it seems to run just about so it definetely seems to be a problem between tflearn and colab.
Has anyone else experienced this?
What I think is happening is that the output during training of TFlearn is simply too much and too fast for google colab to keep up with and crashes the renderer. My hypothesis is that if there was a way to prevent tflearn from printing out its steps and cross validation after every epoch then this problem would not occur. Thank you in advance for any help and suggestions.
Source: tflearn/tflearn