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 Post subject: libcudann - a VERY fast Training library using CUDA
 Post Posted: Wed Jul 13, 2011 9:25 am 
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Joined: Wed Jul 13, 2011 8:55 am
Posts: 10
Hi, i'm here just to tell you i developed a new library for training neural networks, called libcudann.

http://sourceforge.net/projects/libcudann/

It uses CUDA, so you can train your libraries taking full advantage of your GPU.

It is VERY fast, giving best results in large networks.
Experimental results show speed ups against FANN up to 100x times.

I'd like your feedback and suggestions.


Big thanks to FANN, wich i used successfully and inspired me in many ways.


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 Post subject: Re: libcudann - a VERY fast Training library using CUDA
 Post Posted: Fri Jul 15, 2011 1:48 pm 
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Joined: Thu Apr 19, 2007 3:05 pm
Posts: 109
nice work
but why another library ?
i think unifiying with main FANN project. make a FANN more stronger

CUDA support at ... location
OpenCL support at ... location
etc etc...

with many addition at different location, confuse a peoples mind

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 Post subject: Re: libcudann - a VERY fast Training library using CUDA
 Post Posted: Fri Jul 15, 2011 4:31 pm 
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Joined: Wed Jul 13, 2011 8:55 am
Posts: 10
This library was developed independently as a Thesis for my master's degree. It also has some nice genetic tools to find optimal network architecture.

The whole data structures and classes are different. Mine is optimized for big data sets and networks, with lighter structures (float pointers).


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 Post subject: Re: libcudann - a VERY fast Training library using CUDA
 Post Posted: Thu Jul 28, 2011 10:24 am 
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Joined: Wed Jul 13, 2011 8:55 am
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Tested the library on CUDA 4.


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 Post subject: Re: libcudann - a VERY fast Training library using CUDA
 Post Posted: Wed Aug 03, 2011 3:01 am 
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looking forward for more articles on your blog Cool to read, worth learning! Keep it up!












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 Post subject: Re: libcudann - a VERY fast Training library using CUDA
 Post Posted: Fri Aug 05, 2011 7:41 am 
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Joined: Wed Jul 13, 2011 8:55 am
Posts: 10
abachler wrote:
Interesting, but it doesn't look like it was intended for unsupervised real time learning applications. Specifically, it looks like it only works with data-sets contained in a file, rather than in an array.


This library is designed for supervised learning.. CUDA does it best on large stored datasets, rather than online training.
Anyway i already tested a simple array loader function for the training set, and i could add it in next release.

kandy wrote:
looking forward for more articles on your blog Cool to read, worth learning! Keep it up!

Thanks


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 Post subject: Re: libcudann - a VERY fast Training library using CUDA
 Post Posted: Fri Sep 02, 2011 7:24 am 
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Joined: Wed Jul 13, 2011 8:55 am
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up above the spam


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 Post subject: Re: libcudann - a VERY fast Training library using CUDA
 Post Posted: Wed Sep 21, 2011 7:49 am 
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up


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 Post subject: Re: libcudann - a VERY fast Training library using CUDA
 Post Posted: Tue Oct 04, 2011 7:54 am 
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up


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 Post subject: Re: libcudann - a VERY fast Training library using CUDA
 Post Posted: Fri Oct 07, 2011 11:33 am 
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Great Resource You have provided here. Really it helped me.

Thanks for sharing.

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 Post subject: Re: libcudann - a VERY fast Training library using CUDA
 Post Posted: Mon Oct 10, 2011 10:12 am 
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you provide a great information to us.thanks to share with us.

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 Post subject: Re: libcudann - a VERY fast Training library using CUDA
 Post Posted: Tue Oct 11, 2011 5:46 am 
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YES just now i saw your website it is good.the information which is provide by you is good.

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 Post subject: Re: libcudann - a VERY fast Training library using CUDA
 Post Posted: Tue Oct 11, 2011 9:31 am 
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sure you will get it.all the best.

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 Post subject: Re: libcudann - a VERY fast Training library using CUDA
 Post Posted: Tue Oct 11, 2011 12:44 pm 
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it is quit impress.

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 Post subject: Re: libcudann - a VERY fast Training library using CUDA
 Post Posted: Wed Nov 02, 2011 1:40 pm 
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