indiejoseph / cnn-text-classification-tf-chinese

CNN for Chinese Text Classification in Tensorflow
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The model seems not converging? #17

Closed tim5go closed 7 years ago

tim5go commented 7 years ago

The training accuracy is fluctuating between 55% -75% even after 800 steps. I wonder in your case, how many steps did you take to make it converge to 98%?

indiejoseph commented 7 years ago

sorry, i forgot, and my log folder deleted accidentally, but what is the character embedding you using? I no longer maintains this repo, the code base is out-of-date, you could check my hierarchical attention model: https://github.com/indiejoseph/doc-han-att

indiejoseph commented 7 years ago

@tim5go feel free join us Hong Kong Deep Learning Study Group on Facebook: https://www.facebook.com/groups/170776840085989/?ref=bookmarks

tim5go commented 7 years ago

I used the default parameter, which I guess it didn't include a pre-trained embedding?

indiejoseph commented 7 years ago

yes, i used pre-trained embedding that trained with https://github.com/indiejoseph/chinese-char-rnn, if training without pre-trained embedding that has to take more step to converge

tim5go commented 7 years ago

Thanks ! ^^