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author | Illia Polosukhin <ilblackdragon@gmail.com> | 2016-04-18 17:56:51 -0800 |
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committer | TensorFlower Gardener <gardener@tensorflow.org> | 2016-04-18 19:03:29 -0700 |
commit | 5c9bc51857bc0c330d3ab976871ee3509647d1e7 (patch) | |
tree | a58def7cbf316c6e091b3b36657f120f1388ec54 /RELEASE.md | |
parent | fc432e37a7ddd408ff09a7b90b1c4cd5af1b134e (diff) |
Merge changes from github.
Change: 120185825
Diffstat (limited to 'RELEASE.md')
-rw-r--r-- | RELEASE.md | 43 |
1 files changed, 43 insertions, 0 deletions
diff --git a/RELEASE.md b/RELEASE.md index 535b5153ba..be459a6e00 100644 --- a/RELEASE.md +++ b/RELEASE.md @@ -1,3 +1,46 @@ +# Release 0.8.0 + +## Major Features and Improvements + +* Added a distributed runtime using GRPC +* Move skflow to `contrib/learn` +* Better linear optimizer in `contrib/linear_optimizer` +* Random forest implementation in `contrib/tensor_forest` +* CTC loss and decoders in `contrib/ctc` +* Basic support for `half` data type +* Better support for loading user ops (see examples in `contrib/`) +* Allow use of (non-blocking) Eigen threadpool with `TENSORFLOW_USE_EIGEN_THREADPOOL` define +* Add an extension mechanism for adding network file system support +* TensorBoard displays metadata stats (running time, memory usage and device used) and tensor shapes + +## Big Fixes and Other Changes + +* Utility for inspecting checkpoints +* Basic tracing and timeline support +* Allow building against cuDNN 5 (not incl. RNN/LSTM support) +* Added instructions and binaries for ProtoBuf library with fast serialization and without 64MB limit +* Added special functions +* `bool`-strictness: Tensors have to be explictly compared to `None` +* Shape strictness: all fed values must have a shape that is compatible with the tensor they are replacing +* Exposed `tf.while_loop` (deprecated `control_flow_ops.While`) +* run() now takes RunOptions and RunMetadata, which enable timing stats +* Fixed lots of potential overflow problems in op kernels +* Various performance improvements, especially for RNNs and convolutions +* Many bugfixes +* Nightly builds, tutorial tests, many test improvements +* New examples: transfer learning and deepdream ipython notebook +* Added tutorials, many documentation fixes. + +## Thanks to our Contributors + +This release contains contributions from many people at Google, as well as: + +Abhinav Upadhyay, Aggelos Avgerinos, Alan Wu, Alexander G. de G. Matthews, Aleksandr Yahnev, @amchercashin, Andy Kitchen, Aurelien Geron, Awni Hannun, @BanditCat, Bas Veeling, Cameron Chen, @cg31, Cheng-Lung Sung, Christopher Bonnett, Dan Becker, Dan Van Boxel, Daniel Golden, Danijar Hafner, Danny Goodman, Dave Decker, David Dao, David Kretch, Dongjoon Hyun, Dustin Dorroh, @e-lin, Eurico Doirado, Erik Erwitt, Fabrizio Milo, @gaohuazuo, Iblis Lin, Igor Babuschkin, Isaac Hodes, Isaac Turner, Iván Vallés, J Yegerlehner, Jack Zhang, James Wexler, Jan Zikes, Jay Young, Jeff Hodges, @jmtatsch, Johnny Lim, Jonas Meinertz Hansen, Kanit Wongsuphasawat, Kashif Rasul, Ken Shirriff, Kenneth Mitchner, Kenta Yonekura, Konrad Magnusson, Konstantin Lopuhin, @lahwran, @lekaha, @liyongsea, Lucas Adams, @makseq, Mandeep Singh, @manipopopo, Mark Amery, Memo Akten, Michael Heilman, Michael Peteuil, Nathan Daly, Nicolas Fauchereau, @ninotoshi, Olav Nymoen, @panmari, @papelita1234, Pedro Lopes, Pranav Sailesh Mani, RJ Ryan, Rob Culliton, Robert DiPietro, @ronrest, Sam Abrahams, Sarath Shekkizhar, Scott Graham, Sebastian Raschka, Sung Kim, Surya Bhupatiraju, Syed Ahmed, Till Hoffmann, @timsl, @urimend, @vesnica, Vlad Frolov, Vlad Zagorodniy, Wei-Ting Kuo, Wenjian Huang, William Dmitri Breaden Madden, Wladimir Schmidt, Yuwen Yan, Yuxin Wu, Yuya Kusakabe, @zhongzyd, @znah. + +We are also grateful to all who filed issues or helped resolve them, asked and +answered questions, and were part of inspiring discussions. + + # Release 0.7.1 ## Bug Fixes and Other Changes |