Fedora 22 Update: python-theano-0.7.0-1.fc22

updates at fedoraproject.org updates at fedoraproject.org
Tue Apr 21 19:04:01 UTC 2015

Fedora Update Notification
2015-04-04 15:18:07

Name        : python-theano
Product     : Fedora 22
Version     : 0.7.0
Release     : 1.fc22
URL         : http://deeplearning.net/software/theano/
Summary     : Mathematical expressions involving multidimensional arrays
Description :
Theano is a Python library that allows you to define, optimize, and
evaluate mathematical expressions involving multi-dimensional arrays
efficiently.  Theano features:
- tight integration with NumPy: Use numpy.ndarray in Theano-compiled
- transparent use of a GPU: Perform data-intensive calculations up to
  140x faster than with CPU.(float32 only)
- efficient symbolic differentiation: Theano does your derivatives for
  function with one or many inputs.
- speed and stability optimizations: Get the right answer for log(1+x)
  even when x is really tiny.
- dynamic C code generation: Evaluate expressions faster.
- extensive unit-testing and self-verification: Detect and diagnose many
  types of mistake.

Update Information:

Upstream notes on this release:
- Integration of CuDNN for 2D convolutions and pooling on supported GPUs
- Too many optimizations and new features to count
- Various fixes and improvements to scan
- Better support for GPU on Windows
- On Mac OS X, clang is used by default
- Many crash fixes
- Some bug fixes as well

This update can be installed with the "yum" update program.  Use
su -c 'yum update python-theano' at the command line.
For more information, refer to "Managing Software with yum",
available at http://docs.fedoraproject.org/yum/.

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