CUDA error with Titanic Dataset (CUDA error: device-side sort triggered)

Part 1 (2020)
1

Hey guys!

After completing lesson 7, I decided to try my hand at the Titanic dataset from Kaggle. I was able to train a RandomForestClassifier but I got a CUDA error: device-side sort triggered when I tried to train a neural network.

The notebook is here: Paperspace Console and the training code begins under the Processing Pipeline heading.

Could somebody help me figure out how to resolve this error?

2

You should run your code on the CPU to really understand what is happening here, ie learn.dls.cpu(), learn.lr_find().

You can also install fastdebug and do a sanity check as well:

!pip install fastdebug
from fastdebug import *

# building learner etc
learn.sanity_check()