Errors in tensorflow while training the model

Question

Errors in tensorflow while training the model

hariteja97 opened this issue 6 years ago · 6 comments

hariteja97 commented 6 years ago

Whenever I try to train the model.. I get this error and I don't know how to rectify this error.

This is the error I get..

Thanks in advance.

Answer 1 · 2019-05-22T14:12:58.000Z

Which version of tensorflow are you using?

Answer 2 · 2019-05-22T14:59:36.000Z

I am using tensorflow 1.13.1 and Keras as 2.2.4.. and it's python 3.6.8 version..

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On Wed, 22 May 2019, 19:42 Kadam Parikh, ***@***.***> wrote: Which version of tensorflow are you using? — You are receiving this because you authored the thread. Reply to this email directly, view it on GitHub <#9?email_source=notifications&email_token=AG7EBMARCOS6AAALJ574NBTPWVIGVA5CNFSM4HOR5MYKYY3PNVWWK3TUL52HS4DFVREXG43VMVBW63LNMVXHJKTDN5WW2ZLOORPWSZGODV7F3DA#issuecomment-494820748>, or mute the thread <https://github.com/notifications/unsubscribe-auth/AG7EBMBCOZSKKTLE63LM4NTPWVIGVANCNFSM4HOR5MYA> .

Answer 3 · 2019-05-22T15:35:28.000Z

Try using tensorflow 1.12.0 and report is the error persists.

I am going to update this project to support tensorflow 2.0 and use tf.keras instead of keras as soon as a stable version to tensorflow 2.0 releases..

Answer 4 · 2019-05-28T06:03:30.000Z

@hariteja97 Did this solve the issue?

Answer 5 · 2019-05-31T09:53:05.000Z

@kadamparikh. Thanks a lot it helped me a lot ..I have just re installed 1.12.0 version tensorflow which solved my issue .but I was trying the same code with theano backend but it's not working . It would be great if we can implement this in theano also One more thing. 1. How to make the model much more accurate like there are some exceptions with this code like few answers are not developed properly.. to make it more precise Can u explain how to use BERT model and or any other model for making it more accurate

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On Tue, 28 May 2019, 11:33 Kadam Parikh, ***@***.***> wrote: @hariteja97 <https://github.com/hariteja97> Did this solve the issue? — You are receiving this because you were mentioned. Reply to this email directly, view it on GitHub <#9?email_source=notifications&email_token=AG7EBMEANCHXVTIKH52GH7LPXTDLFA5CNFSM4HOR5MYKYY3PNVWWK3TUL52HS4DFVREXG43VMVBW63LNMVXHJKTDN5WW2ZLOORPWSZGODWLBYVY#issuecomment-496376919>, or mute the thread <https://github.com/notifications/unsubscribe-auth/AG7EBMA6QCVRVUCUJS23MPDPXTDLFANCNFSM4HOR5MYA> .

Answer 6 · 2019-06-02T06:23:53.000Z

@hariteja97 The model doesn't work well with Theano is a problem with Keras. You should try opening an issue at Keras Repo with the errors you get.

Improving model's accuracy needs training. The models I provided aren't actually completely trained. And I don't have resources for further training. Try that yourself..

Thank you..