Theano Release Notes

These release notes describe the key features, software enhancements and improvements, known issues, and how to run this container for the 18.08 and earlier releases. The Theano framework enables you to define, analyze, and optimize mathematical equations using the Python library. Developers use Theano for manipulate and analyze expressions, including matrix-valued expressions. Theano focuses on recognizing numerically expressions that are unstable, building symbolic graphs automatically, and compiling parts of your numeric expression into CPU or GPU instructions. The Theano container is currently released monthly to provide you with the latest NVIDIA deep learning software libraries and GitHub code contributions that have been sent upstream; which are all tested, tuned, and optimized, however, we will be discontinuing container updates once the next major CUDA version is released.

To see a single view of the supported software and specific versions that come packaged with the frameworks based on the container image, see the Frameworks Support Matrix.