Gensim: doc2vec - infer_vector gives different values on every run

Created on 23 May 2020  路  1Comment  路  Source: RaRe-Technologies/gensim

Hi,

I used doc2vec to train the documents following the post here

I get different values for infer_vector - most similar documents on every run. I tried to set a seed value to avoid the initial randomization but that didn't seem to fix this issue. Any better suggestions would be helpful!

Thanks!

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picture vr25
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Most helpful comment

Hi, check out the FAQ:
https://github.com/RaRe-Technologies/gensim/wiki/Recipes-&-FAQ#q11-ive-trained-my-word2vecdoc2vecetc-model-repeatedly-using-the-exact-same-text-corpus-but-the-vectors-are-different-each-time-is-there-a-bug-or-have-i-made-a-mistake-2vec-training-non-determinism

picture piskvorky on 23 May 2020
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>All comments

Hi, check out the FAQ:
https://github.com/RaRe-Technologies/gensim/wiki/Recipes-&-FAQ#q11-ive-trained-my-word2vecdoc2vecetc-model-repeatedly-using-the-exact-same-text-corpus-but-the-vectors-are-different-each-time-is-there-a-bug-or-have-i-made-a-mistake-2vec-training-non-determinism

piskvorky picture piskvorky on 23 May 2020
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