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therne / dmn-tensorflow

Dynamic Memory Networks (https://arxiv.org/abs/1603.01417) in Tensorflow
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Result on 1k #1

Open seominjoon opened 8 years ago

seominjoon commented 8 years ago

Would you be able to report the result on the 1k dataset as well? DMN+ paper doesn't report the 1k result so I was always wondering.. Thanks for great work!

therne commented 8 years ago

I haven't tested yet because it need extra hyperparameter optimization to prevent overfitting on smaller data - unlike the original DMN 😢 but I'll try and upload it soon!

tyler7585 commented 8 years ago

Would you please upload your training model? I just download your code and follow the instructions , but no matter how I tried to train, the accuracy is much lower than what you said. I guess it might be some problem.

therne commented 8 years ago

@tyler7585 Unfortunately I've deleted all of my trained models 😢 and It'll take much time to train again and upload the entire models.

Can you tell me the task numbers that you're in trouble? It'll be much faster to upload those tasks only. (personally #19 was hard to reach that result - trained about 15 times and achieved it)

tyler7585 commented 8 years ago

Would you please just tell me how much times it will take to train for the first task, the accuracy just fluctuate between 19~21. I have trained it for 2 times(256 epoch per time). So I thought maybe there is a problem, and do not train it any more.

tyler7585 commented 8 years ago

2016-07-20-084848_797x573_scrot

tyler7585 commented 8 years ago

BTW, I am training with your default setting.

tyler7585 commented 8 years ago

@therne Is this situation normal? Because I don't find it has a clear increase.

tomsonsgs commented 7 years ago

@tyler7585 do you solve the problem?i meet the same problem