SINGA-364 V1.2 Release Preparation Add the release note file for v1.2
Project: http://git-wip-us.apache.org/repos/asf/incubator-singa/repo Commit: http://git-wip-us.apache.org/repos/asf/incubator-singa/commit/c761dc85 Tree: http://git-wip-us.apache.org/repos/asf/incubator-singa/tree/c761dc85 Diff: http://git-wip-us.apache.org/repos/asf/incubator-singa/diff/c761dc85 Branch: refs/heads/master Commit: c761dc8580ca18dd97b986dd63c362bbd2dc63e6 Parents: 760df2f Author: wang wei <[email protected]> Authored: Sun May 20 22:15:16 2018 +0700 Committer: wang wei <[email protected]> Committed: Sun May 20 22:15:16 2018 +0700 ---------------------------------------------------------------------- doc/en/releases/RELEASE_NOTES_1.2.0.md | 55 +++++++++++++++++++++++++++++ 1 file changed, 55 insertions(+) ---------------------------------------------------------------------- http://git-wip-us.apache.org/repos/asf/incubator-singa/blob/c761dc85/doc/en/releases/RELEASE_NOTES_1.2.0.md ---------------------------------------------------------------------- diff --git a/doc/en/releases/RELEASE_NOTES_1.2.0.md b/doc/en/releases/RELEASE_NOTES_1.2.0.md new file mode 100644 index 0000000..87261d5 --- /dev/null +++ b/doc/en/releases/RELEASE_NOTES_1.2.0.md @@ -0,0 +1,55 @@ +# singa-incubating-1.2.0 Release Notes + +--- + +SINGA is a general distributed deep learning platform for training big deep +learning models over large datasets. + +This release includes following features: + + * Core components + * [SINGA-290] Upgrade to Python 3 + * [SINGA-341] Added stride functionality to tensors for CPP + * [SINGA-347] Create a function that supports einsum + * [SINGA-351] Added stride support and cudnn codes to cuda + + * Model components + * [SINGA-300] Add residual networks for imagenet classification + * [SINGA-312] Rename layer parameters + * [SINGA-313] Add L2 norm layer + * [SINGA-315] Reduce memory footprint by Python generator for parameter + * [SINGA-316] Add SigmoidCrossEntropy + * [SINGA-324] Extend RNN layer to accept variant seq length across batches + * [SINGA-328] Add VGG models for ImageNet classification + * [SINGA-329] Support layer freezing during training (fine-tuning) + * [SINGA-346] Update cudnn from V5 to V7 + * [SINGA-349] Create layer operations for autograd + + * Utility functions and CI + * [SINGA-274] Improve Debian packaging with CPack + * [SINGA-303] Create conda packages + * [SINGA-326] Add Inception V4 for ImageNet classification + * [SINGA-337] Add test cases for code + * [SINGA-348] Support autograd MLP Example + * [SINGA-345] Update Jenkins and fix bugs in compliation + * [SINGA-354] Update travis scripts to use conda-build for all platforms + * [SINGA-358] Consolidated RUN steps and cleaned caches in Docker containers + * [SINGA-359] Create alias for conda packages + + * Documentation and usability + * [SINGA-223] Fix side navigation menu in the website + * [SINGA-294] Add instructions to run CUDA unit tests on Windows + * [SINGA-305] Add jupyter notebooks for SINGA V1 tutorial + * [SINGA-319] Fix link errors on the index page + * [SINGA-352] Complete SINGA documentation in Chinese version + * [SINGA-361] Add git instructions for contributors and committers + * [SINGA-363] Add DenseNet for Imagenet classification + + * Bugs fixed + * [Singa-330] fix openblas building on i7 7700k + * [SINGA-331] Fix the bug of tensor division operation + * [SINGA-350] Error from python3 test + * [SINGA-356] Error using travis tool to build SINGA on mac os + * [SINGA-363] Fix some bugs in imagenet examples + * [SINGA-368] Fix the bug in Cifar10 examples + * [SINGA-369] the errors of examples in testing
