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attention glove-embeddings lstm-neural-networks machine-learning natural-language-processing neural-machine-translation neural-networks nltk python tensorflow translates word-embeddings

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neural-machine-translation's Issues

CPU Memory Usage

Hi there! Thank you so much for this awesome piece of code! I am a hobbyist and have been following this notebook as a guide to machine translation.

However, I have been running into problems training this notebook; specifically, the CPU memory usage exceeds its limits during training. I configured the batch size to 32 from 512 and also tried using negative sampling but to no avail. I was wondering, what computational resources have you been using to train this notebook?

Many thanks for this notebook!

Looking forward to your speedy reply!
Andre Liu

regarding the translation

Thanks for providing the translation project its giving better translation , but instead of giving the random sentences can we edit the code such that it take input sentence from the user. Please help me to write that code.

Code:
for i in np.random.randint(0,14000,5): instead of random integers it should accept the input sentence from the user.

Kindly waiting for your response.
Thanks & Regards

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