deeplearning4j / deeplearning4j-examples

Deeplearning4j Examples (DL4J, DL4J Spark, DataVec)

Home Page:http://deeplearning4j.konduit.ai

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NaN Problem when training nn

Lizhihzzx opened this issue · comments

commented

Issue Description

I'm trying to run android-examples on Android devices.At the beginning the grad and model is well.After some epochs it occurs the problem that all params turn into NaN,include grad and models.I don't know what's wrong and i don't think it's gradient explosion.Is there any problems like this?

Version Information

Please indicate relevant versions, including, if relevant:

  • Deeplearning4j version 1.0.0-beta7
  • platform information (OS, etc) Android Studio,Windows

Contributing

If you'd like to help us fix the issue by contributing some code, but would
like guidance or help in doing so, please mention it!

@Lizhihzzx wait till the next release comes out and we'll see if some of this gets fixed. Post over on https://community.konduit.ai if you have any other questions. Thanks!