add release note
Project: http://git-wip-us.apache.org/repos/asf/incubator-singa/repo Commit: http://git-wip-us.apache.org/repos/asf/incubator-singa/commit/ae1b33a7 Tree: http://git-wip-us.apache.org/repos/asf/incubator-singa/tree/ae1b33a7 Diff: http://git-wip-us.apache.org/repos/asf/incubator-singa/diff/ae1b33a7 Branch: refs/heads/master Commit: ae1b33a7b0ec18bb6c0db43d37f4e293fd86881b Parents: 27a48c2 Author: WANG Sheng <[email protected]> Authored: Thu Dec 31 15:43:45 2015 +0800 Committer: Wei Wang <[email protected]> Committed: Wed Jan 6 02:18:29 2016 +0800 ---------------------------------------------------------------------- RELEASE_NOTES | 57 ++++++++++++++++++++++++++++++++++++++++++++++++++++-- 1 file changed, 55 insertions(+), 2 deletions(-) ---------------------------------------------------------------------- http://git-wip-us.apache.org/repos/asf/incubator-singa/blob/ae1b33a7/RELEASE_NOTES ---------------------------------------------------------------------- diff --git a/RELEASE_NOTES b/RELEASE_NOTES index bd89d57..a73157a 100644 --- a/RELEASE_NOTES +++ b/RELEASE_NOTES @@ -1,4 +1,4 @@ -Release Notes - SINGA - Version singa-incubating-0.1.0 +Release Notes - SINGA - Version singa-incubating-0.2.0 ----------------------------------------- SINGA is a general distributed deep learning platform for training big deep learning models over large datasets. It is @@ -7,6 +7,60 @@ deep learning models. This release includes following features: + * Programming model + * [SINGA-80] New Blob Level and Address Level Math Operation Interface + * [SINGA-82] Refactor input layers using data store abstraction + * [SINGA-87] Replace exclude field to include field for layer configuration + * [SINGA-110] Add Layer member datavec_ and gradvec_ + + * Neuralnet layers + * [SINGA-91] Add SoftmaxLayer and ArgSortLayer + * [SINGA-106] Add dummy layer for test purpose + + * GPU training support + * [SINGA-100] Implement layers using CUDNN for GPU training + * [SINGA-104] Add Context Class + * [SINGA-105] Update GUN make files for compiling cuda related code + + * Model/Hybrid partition + * [SINGA-109] Refine bridge layers + * [SINGA-111] Add slice, concate and split layers + * [SINGA-113] Model/Hybrid Partition Support + + * Python binding + * [SINGA-108] Add Python wrapper to singa + + * Predict-only mode + * [SINGA-85] Add functions for extracting features and test new data + + * Integrate with third-party tools + * [SINGA-11] Start SINGA on Apache Mesos + * [SINGA-78] Use Doxygen to generate documentation + * [SINGA-89] Add Docker support + + * Unit test + * [SINGA-95] Add make test after building + + * Other improvment + * [SINGA-84] Header Files Rearrange + * [SINGA-93] Remove the asterisk in the log tcp://169.254.12.152:*:49152 + * [SINGA-94] Move call to google::InitGoogleLogging() from Driver::Init() to main() + * [SINGA-96] Add Momentum to Cifar10 Example + * [SINGA-101] Add ll (ls -l) command in .bashrc file when using docker + * [SINGA-114] Remove short logs in tmp directory + * [SINGA-115] Print layer debug information in the neural net graph file + * [SINGA-118] Make protobuf LayerType field id easy to assign + + * Bugs fixed + * [SINGA-85] Fix compilation errors in examples + * [SINGA-90] Miscellaneous trivial bug fixes + * [SINGA-107] Error from loading pre-trained params for training stacked RBMs + * [SINGA-116] Fix a bug in InnerProductLayer caused by weight matrix sharing + +----------------------------------------- + +Features included in singa-incubating-0.1.0: + * Job management * [SINGA-3] Use Zookeeper to check stopping (finish) time of the system * [SINGA-16] Runtime Process id Management @@ -84,4 +138,3 @@ Features planned for the next release * [SINGA-35] Add random number generators * [SINGA-40] Support sparse Param update * [SINGA-41] Support single node single GPU training -
