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Edit RNN Text Generator to deal with large amount of data

[url removed, login to view] model(built in python and tensorflow) works well when the size of training data is small, but if I want to train it with large amount of data (for example, I want to train about 1000 books, provided in the

zip file), it will cause ‘Out of Memory’ error when loading the books. This is because I am

loading all the books in the folder together.

Is there is a method to fix this problem so that the model could deal with large amount of data?

For example, only read mini batches into memory

[url removed, login to view] a flask web app that could take a pre-trained model and use it to generate texts

Habilidades: Aprendizado de Máquina , Python

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Acerca do Empregador:
( 2 comentários ) Seattle, United States

ID do Projeto: #15372643

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zhangyingtai

Hi I have rich experiences of machine learning and Flask web development. I am interested in this job. Best, Zhang Relevant Skills and Experience I have very familiar with tensorflow. Proposed Milestones $300 USD Mais

$300 USD em 7 dias
(21 Avaliações)
5.4

8 freelancers estão ofertando em média $431 para este trabalho

bitibe

Hey there, I have done this kind of project recently. I have used mnist handwritten datasets to train and test the [url removed, login to view] uses 10000 images and 5000 label sets.I can do your project. Relevant Skills and Experienc Mais

$388 USD in 10 dias
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Vadimwang

Your job post is interesting for me . I can do what you want. Discuss more details in chat. Relevant Skills and Experience python, machine learning Proposed Milestones $300 USD - step1 complete $200 USD - step2 compl Mais

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Brainviretech

Hi, I am a serious bidder with similar technical skills & experience i have checked the details & have already worked on a similar project before and can deliver this as u have mentioned Stay tuned, I'm still wo Mais

$653 USD in 10 dias
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isharaux

[url removed, login to view] the problem so that the model could deal with large amount of data. [url removed, login to view] a flask web app that could take a pre-trained model and use it to generate texts. Relevant Skills and Experience python,machine learnin Mais

$555 USD in 10 dias
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ITexpert06

Hello, I am expert in python,machine learning, data crawling and data mining, I have 7 years+ experience in python, machine learning,screen scraping and I am certified as python expert. I have completed 100+ projects Mais

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