nouiz,
My system RAM and swap are fully consumed (16GB RAM + 16GB swap) when we 
get to ...
theano.scan_module.tests.test_scan.test_compute_test_value_grad_cast ... ok
theano.scan_module.tests.test_scan.test_constant_folding_n_steps ... ok
Test gradient computation of A**k. ... ok
Test forward computation of A**k. ... ok
Test that scan_checkpoint reduces memory usage. ... 
/usr/local/lib/python2.7/dist-packages/numpy/core/numeric.py:190:      
VisibleDeprecationWarning: using a non-integer number i
  a = empty(shape, dtype, order)

The memory issue happened when running tests using both of these methods
  * from python, import theano; theano.test(verbose=2)
  * nosetests -v from the scan_module/tests directory

I haven't noticed any unusual behavior when running Theano on my projects 
so this isn't an issue for me but I wanted to report it in case it's an 
underlying issue with the library.

On Wednesday, November 2, 2016 at 11:07:23 AM UTC-6, Brad Jascob wrote:
>
> I installed the bleeding edge version today (version 0.9.0dev4.dev-xx) and 
> ran test() to check the installation.  Everything seemed to be running fine 
> but after almost 4 hours one of the test maxed out 16GB of RAM and another 
> almost 16GB of swap which brought the machine to a crawl.  My video card 
> (Titan-X) still had plenty of available memory and wasn't being heavily 
> utilized.  I hit <ctrl-C> to get out of it.  When I did I got the following 
> info...
>
> Ran 22173 tests in 13385.942s
>
> OK (SKIP=668)
> <nose.result.TextTestResult run=22173 errors=0 failures=0>
>
> Questions...
> - I this a bug that I should report somewhere.  I didn't see it listed on 
> Github (Though I'm not certain which specific test it was running)
> - What's the normal amount of time it takes to execute these test (I'm 
> running on an old i870 (3GHz/4core) but I have a Titan-X card in it)
>
> FYI... I'm running Cuda 8.0 with CUDNN 5105 on Ubuntu 16.04.  Numpy and 
> SciPy are the latest and all other add on python libraries were installed 
> within the past few months so are likely the latest as well.
>
>
>
>

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