Machine learning model debugging

Question

I have developed a model for hand written character recognition using pytorch and mltu. The dataset used is kaggles IAM Dataset. I have been trying to train the model for the past 7 days. There is some issue after completing the epochs and unable to complete it. While in the logs it showed some errors I corrected it. Still it gives an error. Can anyone please help me in debugging this code. I have attached it below. I tried it to run in both Google colab and kaggle environment using GPU.
https://sololearn.com/compiler-playground/cC662yAm9rpt/?ref=app

Answer 1

I had a look at that dataset from Kaggle. Are you actually aware how huge those images are and how many features every image contains. You need a super computer and a bunch of super GPUs!

Answer 2

Yeah that's the reason I had used kaggles Tesla p100 GPU for training the datasets