colab crashing for unknown reason about lightautoml

[alexmryzhkov]

Hi @nitishsantpur,

I have checked our tutorial_1 in colab and everything works fine, so I think there is a problem with your colab env. Could you please try to do the same in the new env or on your desktop PC to check?

Alex

[nitishsantpur]

Hi I have tried it on different machine it crashes while catboost in tabularautoml

https://colab.research.google.com/drive/1i7hWhtavbVq2YP8BtUZ6pxsEpM1cFSt_?usp=sharing

[alexmryzhkov]

Hi @nitishsantpur,

I have looked on your colab notebook - haven't seen any specific problems.
What you can check to figure out:

1. Try to set one more param for TabularAutoML - the code can be like this:
   general_params = {'use_algos': [['linear_l2', 'lgb', 'lgb_tuned']]}
2. Please check your memory usage during the catboost fit - maybe it is simple memory error

Alex

[nitishsantpur]

Ya I tried using general_params = {'use_algos': [['linear_l2', 'lgb', 'lgb_tuned']]} and it worked my RAM and disk seems to be low that it why it takes time while catboost

[alexmryzhkov]

@nitishsantpur great that it works. As for catboost - it is pretty slow on CPU by default and has higher speed on GPU due to the implementation by its developers