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new Dataset val_acc error #3

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rohithkodali opened this issue Jul 24, 2018 · 1 comment
Open

new Dataset val_acc error #3

rohithkodali opened this issue Jul 24, 2018 · 1 comment

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@rohithkodali
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HI,

When i have added more data for training (around 20 hours) the val_acc is too low. it is around 0.01943. Am i missing something while creating the model instance i mean do i need to add any hidden layers or to change any activation functions.

@cnlinxi
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cnlinxi commented Jul 24, 2018

In order to improve the training speed, my model is very simple, which is enough for a simple dataset, but may be under-fitting for a larger dataset. And I only use logistic regression to implement the attention mechanism. So if you use more data for training, you can try adding more hidden layers and implementing the attention mechanism in a more complicated way.

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