Memory Error

[aqsasamreen]

I am facing memory issue when train the system about 14 classes of images and i need to train the system for 345 classes of the image. Please suggest me something effective.

[ck090]

Ohh thats a lot ..!! try reducing the batch size of the training step.
But the accuracy will decrease. 345 classes of how many images in each class.

[aqsasamreen]

All classes of quick draw dataset.

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On 2 April 2018 at 16:22, Chandra Kanth ***@***.***> wrote: Ohh thats a lot ..!! try reducing the batch size of the training step. But the accuracy will decrease. 345 classes of how many images in each class. — You are receiving this because you authored the thread. Reply to this email directly, view it on GitHub <#2 (comment)>, or mute the thread <https://github.com/notifications/unsubscribe-auth/AVyrSas395OhxvfF_NOCEh6ohGbpc73yks5tkgn8gaJpZM4TC5RQ> .

[ck090]

Well than it's hard to train that many using a normal CPU, you might have to use a GPU enabled system that is going to be capable of training on that many classes.
Otherwise there is no other option but try something along the lines of Transfer learning!

[aqsasamreen]

But i need to train neural network on quickdraw dataset.

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On 3 April 2018 at 10:52, Chandra Kanth ***@***.***> wrote: Well than it's hard to train that many using a normal CPU, you might have to use a GPU enabled system that is going to be capable of training on that many classes. Otherwise there is no other option but try something along the lines of Transfer learning! — You are receiving this because you authored the thread. Reply to this email directly, view it on GitHub <#2 (comment)>, or mute the thread <https://github.com/notifications/unsubscribe-auth/AVyrSfbVqWWpIanppvfX3OVsoauE5Wilks5tkw4ggaJpZM4TC5RQ> .

[ck090]

Sorry, did you try transfer learning!!

[aqsasamreen]

I have no idea about transfer learning.

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On 3 April 2018 at 22:19, Chandra Kanth ***@***.***> wrote: Sorry, did you try transfer learning!! — You are receiving this because you authored the thread. Reply to this email directly, view it on GitHub <#2 (comment)>, or mute the thread <https://github.com/notifications/unsubscribe-auth/AVyrSWYvi7nRkcFZi5J4XOvL69sRyHVxks5tk68ugaJpZM4TC5RQ> .

[aqsasamreen]

I split up the data and train more than one models.And now i want to load all models into single model for testing one new image but i am stuck and unable to solve the problem.Could you please suggest me something useful.

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On 3 April 2018 at 22:21, Aqsa Samreen ***@***.***> wrote: I have no idea about transfer learning. On 3 April 2018 at 22:19, Chandra Kanth ***@***.***> wrote: > Sorry, did you try transfer learning!! > > — > You are receiving this because you authored the thread. > Reply to this email directly, view it on GitHub > <#2 (comment)>, > or mute the thread > <https://github.com/notifications/unsubscribe-auth/AVyrSWYvi7nRkcFZi5J4XOvL69sRyHVxks5tk68ugaJpZM4TC5RQ> > . >

[ck090]

What do you do or which college do you go to!