Information regarding training time

[backpropper]

Can you please provide some information regarding the training time (with the hardware specifications) and the size of the dataset used?

Thanks!

[Cadene]

On one TitanX Pascal, on VQA2, when data loading time is closed to 0, you can expect 5 hours before convergence for a NoAtt model and 12 hours for a Att model.

[backpropper]

Same for VQA1 too?

[Cadene]

I don't remember for VQA1, but as it is composed of half of the questions, I would say 3 hours for NoAtt and 7 hours for Att. Let me know :P

[backpropper]

And you used the whole training set for training 100 epochs?

[Cadene]

train/val or trainval/test
But in both cases, always the full dataset

[backpropper]

But you only train with the examples whose multiple choice answer is in the top n% (n determined by nans) and discard other examples. Is that correct?