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tobyyouup / conv_seq2seq

A tensorflow implementation of Fairseq Convolutional Sequence to Sequence Learning(Gehring et al. 2017)
Apache License 2.0
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Result on ReadMe ? #1

Open dylanee2 opened 7 years ago

dylanee2 commented 7 years ago

Hi @tobyyouup ,

I thought it would be good for people like me (who want to use your implementation) if you have result of running your implementation on the dataset.

Were you able to reproduce the result of original conv seq2seq?

Thanks!

anglil commented 7 years ago

@tobyyouup could you report the result in terms of BLEU scores in the wmt'14 en-de translation task? Thanks!

tobyyouup commented 7 years ago

@dylanee2 @anglil I have run the iwslt14 de-en task, the command is shown in the README, and I can get a BLEU score 25 at step 60k with batchsize 32.

anglil commented 7 years ago

@tobyyouup thanks, that looks promising. Could you comment on how many GPUs you used and what dataset (newstest 2014 or newstest 2015 or something else) you got a BLEU score of 25 on?

tobyyouup commented 7 years ago

Hi anglil, just one tesla K40 GPU. The traning data is IWSLT Germain-English, I concatenate dev2010, tst2010, tst2011 and tst2012 as the test set.

anglil commented 7 years ago

Thanks.

cauivy commented 5 years ago

@tobyyouup Hi, tobyyouup, do you remember how long it took to train step 60k with batchsize 32 on iwslt14 de-en?