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Training details for bAbI-10k dataset #4

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taey16 opened this issue Aug 17, 2016 · 0 comments
Open

Training details for bAbI-10k dataset #4

taey16 opened this issue Aug 17, 2016 · 0 comments

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@taey16
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taey16 commented Aug 17, 2016

Hi, @vinhkhuc

Courtesy of your repo. we got following learning curves for bAbI 1k dataset.
plot_PE_LS_RN
plot_hops
We think above results are almost the same as the MemN2N paper.

But, we didn't get expected results for bAbI-10K dataset.
As the author said, we set nepoch=20, anneals learning rate ratio of a half, and LS with initial learning rate=0.005, however, our results got reached at around 30% error. We think we need much hypo-parameter tuning. If you have time, give us comments or idea.

thanks,

taey16

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