Theano

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Line 42: Line 42:
0.8.2
0.8.2
 +
</pre>
 +
 +
==rye02==
 +
Let's try the same thing on rye02, Ubuntu 14.04.4 with cuda 7.5
 +
 +
These are already installed:
 +
  python3.4-dev
 +
  python3.4-venv
 +
  libatlas-base-dev
 +
  python3-scipy
 +
  python3-numpy
 +
 +
So it should just be:
 +
  module load cuda
 +
  python3 -m pip install --user Theano
 +
 +
Eventually:
 +
<pre>
 +
[chekh@rye02.stanford.edu] ~ [0]
 +
$ module list
 +
 +
Currently Loaded Modules:
 +
  1) cuda/7.5
 +
[chekh@rye02.stanford.edu] ~ [0]
 +
$  python3 -m pip install --user Theano
 +
Requirement already satisfied (use --upgrade to upgrade): Theano in ./.local/lib/python3.4/site-packages
 +
Requirement already satisfied (use --upgrade to upgrade): numpy>=1.7.1 in ./.local/lib/python3.4/site-packages (from Theano)
 +
Requirement already satisfied (use --upgrade to upgrade): scipy>=0.11 in /usr/lib/python3/dist-packages (from Theano)
 +
Requirement already satisfied (use --upgrade to upgrade): six>=1.9.0 in /usr/lib/python3/dist-packages (from Theano)
 +
Cleaning up...
 +
[chekh@rye02.stanford.edu] ~ [0]
 +
$ python3
 +
Python 3.4.3 (default, Oct 14 2015, 20:28:29)
 +
[GCC 4.8.4] on linux
 +
Type "help", "copyright", "credits" or "license" for more information.
 +
>>> import theano
 +
>>> print(theano.__version__)
 +
0.8.2
 +
>>>
</pre>
</pre>

Latest revision as of 15:09, 22 April 2016

Alex test install Theano 0.8.2 (non-GPU) on Python 3.x on my local Ubuntu 15.10 machine.

Needs packages:

 libatlas-base-dev
 python3-scipy
 python3-numpy
 python3.4-dev
 python3.4-venv

Now start up an new Python 3 virtualenv, call it 'env1'.

 python3 -m venv env1
 source env1/bin/activate #activate your venv
 which pip #check your pip is from your venv
 pip install --user Theano

...errors out on something about numpy/scipy problem...

Let's try again without a virtualenv, so hopefully we pick up the OS install of scipy/numpy:

 sudo aptitude install python3-pip
 python3 -m pip install --user Theano

eventually:

 Successfully installed Theano numpy scipy six
 Cleaning up...

then:

chekh@srn-chek:~$ python3
Python 3.4.3+ (default, Oct 14 2015, 16:03:50) 
[GCC 5.2.1 20151010] on linux
Type "help", "copyright", "credits" or "license" for more information.
>>> import Theano
Traceback (most recent call last):
  File "<stdin>", line 1, in <module>
ImportError: No module named 'Theano'
>>> import theano
>>> 
>>> print(theano.__version__)
0.8.2

rye02

Let's try the same thing on rye02, Ubuntu 14.04.4 with cuda 7.5

These are already installed:

 python3.4-dev
 python3.4-venv
 libatlas-base-dev
 python3-scipy
 python3-numpy

So it should just be:

 module load cuda
 python3 -m pip install --user Theano

Eventually:

[chekh@rye02.stanford.edu] ~ [0] 
$ module list

Currently Loaded Modules:
  1) cuda/7.5
[chekh@rye02.stanford.edu] ~ [0] 
$   python3 -m pip install --user Theano
Requirement already satisfied (use --upgrade to upgrade): Theano in ./.local/lib/python3.4/site-packages
Requirement already satisfied (use --upgrade to upgrade): numpy>=1.7.1 in ./.local/lib/python3.4/site-packages (from Theano)
Requirement already satisfied (use --upgrade to upgrade): scipy>=0.11 in /usr/lib/python3/dist-packages (from Theano)
Requirement already satisfied (use --upgrade to upgrade): six>=1.9.0 in /usr/lib/python3/dist-packages (from Theano)
Cleaning up...
[chekh@rye02.stanford.edu] ~ [0] 
$ python3
Python 3.4.3 (default, Oct 14 2015, 20:28:29) 
[GCC 4.8.4] on linux
Type "help", "copyright", "credits" or "license" for more information.
>>> import theano
>>> print(theano.__version__)
0.8.2
>>> 
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