Theano Release 17.09 - NVIDIA Docs

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Theano Release 17.09 (PDF)

The NVIDIA container image of Theano, release 17.09, is available.

Theano container image version 17.09 is based on Theano 0.10beta1.

Contents of Theano

This container image contains the complete source of the version of NVIDIA Theano in /opt/theano. It is pre-built and installed into the /usr/local/[bin,share,lib] directories in the container image. The container also includes the following:

Ubuntu 16.04
NVIDIA CUDA^® 9.0
NVIDIA CUDA^® Deep Neural Network library™ (cuDNN) 7.0.2
NVIDIA^® Collective Communications Library ™ (NCCL) 2.0.5 (optimized for NVLink™ )

Driver Requirements

Release 17.09 is based on CUDA 9, which requires NVIDIA Driver release 384.xx.

Key Features and Enhancements

This Theano release includes the following key features and enhancements.

Includes pygpu 0.7 to handle CUDA devices support
Support of Volta new Tensor Op feature
Uses cuDNN 7 built-in group convolution feature
Improved cuDNN convolution algorithm selection. Caching enables efficient use of Theanotime_on_shape_changeconfig option, for most optimal algorithm selection.
Pre-installed warp-ctc package
Latest version of CUDA
Latest version of cuDNN
Latest version of NCCL
Ubuntu 16.04 with August 2017 updates

Known Issues

There are no known issues in this release.