This video shows the real time NVIDIA's GeForce GTX 965m takes to train an MNIST dataset using convolutional Neural network.
Some of the time limits that I have observed:
Macbook Pro Retina (CPU only) - 40 minutes
MSI GE62 (CPU only) - 15 minutes
MSI GE62 (with GPU) - 2 minutes
We can see how GPU affects the training time of neural network drastically.
Code avaliable in : https://github.com/sethuiyer/mlhub/tr...