TENSORFLOW - MODEL EXECUTION TAKING LOTS OF TIME

[gowthamrajgoku5230]

Hello Daniel sir,
Im gowtham I have completed both parts of tensorflow tutorial(14hrS), and learnt many things thank you very much for that , my question is im building a model for image recognition and whenever I create a model to test it or improve it , the execution is taking too long just 20 epochs is taking 3 hours to run , I'm working on Cifar-10 data set , my model consists of convo2d, maxpooling2d, batch normalization, dropout ,flatten and dense layers . I want to speed up execution so that I can work on lots of datasets and learn lots.

[mrdbourke]

Hey @gowthamrajgoku5230 ,

Thank you for the kind words! Glad you liked the tutorial!

As for model execution, have you tried to run your code on a GPU?

If so, how did it go?

[gowthamrajgoku5230]

I dont know how to run code on gpu , I was using colab , then I tried with jupyter notebook it was faster than colab so I finished my project on jupyter notebook , I got an accuracy of 0.87 with 50 epochs hehe