%0 Generic %1 bastien2012theano %A Bastien, Frédéric %A Lamblin, Pascal %A Pascanu, Razvan %A Bergstra, James %A Goodfellow, Ian %A Bergeron, Arnaud %A Bouchard, Nicolas %A Warde-Farley, David %A Bengio, Yoshua %D 2012 %K imported %T Theano: new features and speed improvements %U http://arxiv.org/abs/1211.5590 %X Theano is a linear algebra compiler that optimizes a user's symbolically-specified mathematical computations to produce efficient low-level implementations. In this paper, we present new features and efficiency improvements to Theano, and benchmarks demonstrating Theano's performance relative to Torch7, a recently introduced machine learning library, and to RNNLM, a C++ library targeted at recurrent neural networks.

@misc{bastien2012theano, abstract = {{Theano is a linear algebra compiler that optimizes a user's symbolically-specified mathematical computations to produce efficient low-level implementations. In this paper, we present new features and efficiency improvements to Theano, and benchmarks demonstrating Theano's performance relative to Torch7, a recently introduced machine learning library, and to RNNLM, a C++ library targeted at recurrent neural networks.}}, added-at = {2017-07-19T15:29:59.000+0200}, archiveprefix = {arXiv}, author = {Bastien, Fr\'{e}d\'{e}ric and Lamblin, Pascal and Pascanu, Razvan and Bergstra, James and Goodfellow, Ian and Bergeron, Arnaud and Bouchard, Nicolas and Warde-Farley, David and Bengio, Yoshua}, biburl = {https://www.bibsonomy.org/bibtex/2ea6665891a83c06ac0b7ef74b6e9fa61/andreashdez}, citeulike-article-id = {13533059}, citeulike-linkout-0 = {http://arxiv.org/abs/1211.5590}, citeulike-linkout-1 = {http://arxiv.org/pdf/1211.5590}, day = 23, eprint = {1211.5590}, interhash = {fb744648f0aea00e9bb107c4e8ba5d66}, intrahash = {ea6665891a83c06ac0b7ef74b6e9fa61}, keywords = {imported}, month = nov, posted-at = {2016-05-04 06:15:31}, priority = {2}, timestamp = {2017-07-19T15:31:02.000+0200}, title = {{Theano: new features and speed improvements}}, url = {http://arxiv.org/abs/1211.5590}, year = 2012 }