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Add support for multithreaded training in the neural net example#2454

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WilliamTambellini
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Add support for multigpu parallel training in the neural net example

@9prady9
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The updated example looks good. I have made some cmake changes.

@9prady99prady9 requested a review fromumar456March 13, 2019 09:00
@WilliamTambellini
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Cool tks. Feel free to merge/modify your way.

9prady9
9prady9 previously approved these changesMar 28, 2019
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I ran it on multiple(two: GTX 1060, AMD Spectre R7) devices, works without any issues. This change demonstrates how to use multiple devices but not so much on how to distribute training data across multiple devices. How difficult would be such an example to implement ?

@WilliamTambellini
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how to distribute training data across multiple devices. How difficult would be such an example to implement ?
That will be worth it to do as soon as
#2463
done.
That example at least shows how to do multigpu multimodels training.

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That item would allow to also compare speed of mutiple vs single gpus execution.
Distruibuted single model training is out of scope here.
Review please ?

@WilliamTambelliniWilliamTambellini changed the titleAdd support for multigpu training in the neural net exampleAdd support for multithreaded training in the neural net exampleApr 14, 2020
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@9prady99prady99prady9 left review comments

@umar456umar456Awaiting requested review from umar456

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