How long did it take to train the model?

potterhsu / SVHNClassifier

A TensorFlow implementation of Multi-digit Number Recognition from Street View Imagery using Deep Convolutional Neural Networks (http://arxiv.org/pdf/1312.6082.pdf)

GNU General Public License v3.0

206 stars 74 forks source link

How long did it take to train the model? #2

Open karunk opened 7 years ago

karunk commented 7 years ago

What were the hardware requirements for training the model? How long did it take? Do you think this model would be trainable in a PC with 8gb of RAM ?

potterhsu commented 7 years ago

I've not tried yet, my environment as follows, just for your reference:

OS: Ubuntu 14.04 RAM: 32GB GPU: GTX 780 Ti 3GB Memory

It takes about 14 hours for training.

LiLejia commented 5 years ago

@potterhsu May I ask how many examples per sec for 780Ti?