![Kerneler](https://storage.googleapis.com/kaggle-media/competitions/general/Kerneler-white-desc2_transparent.png)
### This is a Kernels-only competition
 
Submissions to this competition must be made through Kernels. You may train your model locally or in a Kernel, but you must submit your inference Kernel as your submission.
The competition will take place in two stages. During the second stage, Kaggle will re-run your model on an unseen test set.
In order for the "Submit to Competition" button to be active after a commit, the following conditions must be met:

 - CPU Kernel <= 4 hours run-time
 - GPU Kernel <= 1 hours run-time
 - No internet access enabled
 - External data and pre-trained models are **not** allowed.  If you train your model offline, you *may* upload your model as a Kaggle dataset for use in creating your inference Kernel.
 - No custom packages enabled in kernels
 - Submission file must be named "submission.csv"
 
Please see the [Kernels-only FAQ](https://www.kaggle.com/docs/competitions#kernels-only-FAQ) for more information on how to submit.