Merge pull request #446 from wangsheng1001/release-v2
SINGA-433 Preparation for V2.0 release
diff --git a/RELEASE_NOTES b/RELEASE_NOTES
index 43d4004..a75ceea 100644
--- a/RELEASE_NOTES
+++ b/RELEASE_NOTES
@@ -1,3 +1,102 @@
+Release Notes - SINGA - Version singa-incubating-2.0.0
+
+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-434] Support tensor broadcasting
+ * [SINGA-370] Improvement to tensor reshape and various misc. changes related to SINGA-341 and 351
+
+ * Model components
+ * [SINGA-333] Add support for Open Neural Network Exchange (ONNX) format
+ * [SINGA-385] Add new python module for optimizers
+ * [SINGA-394] Improve the CPP operations via Intel MKL DNN lib
+ * [SINGA-425] Add 3 operators , Abs(), Exp() and leakyrelu(), for Autograd
+ * [SINGA-410] Add two function, set_params() and get_params(), for Autograd Layer class
+ * [SINGA-383] Add Separable Convolution for autograd
+ * [SINGA-388] Develop some RNN layers by calling tiny operations like matmul, addbias.
+ * [SINGA-382] Implement concat operation for autograd
+ * [SINGA-378] Implement maxpooling operation and its related functions for autograd
+ * [SINGA-379] Implement batchnorm operation and its related functions for autograd
+
+ * Utility functions and CI
+ * [SINGA-432] Update depdent lib versions in conda-build config
+ * [SINGA-429] Update docker images for latest cuda and cudnn
+ * [SINGA-428] Move Docker images under Apache user name
+
+ * Documentation and usability
+ * [SINGA-395] Add documentation for autograd APIs
+ * [SINGA-344] Add a GAN example
+ * [SINGA-390] Update installation.md
+ * [SINGA-384] Implement ResNet using autograd API
+ * [SINGA-352] Complete SINGA documentation in Chinese version
+
+ * Bugs fixed
+ * [SINGA-431] Unit Test failed - Tensor Transpose
+ * [SINGA-422] ModuleNotFoundError: No module named "_singa_wrap"
+ * [SINGA-418] Unsupportive type 'long' in python3.
+ * [SINGA-409] Basic `singa-cpu` import throws error
+ * [SINGA-408] Unsupportive function definition in python3
+ * [SINGA-380] Fix bugs from Reshape
+
+---------------------------------------------------------------
+Release Notes - SINGA - Version singa-incubating-1.2.0
+
+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-326] Add Inception V4 for ImageNet classification
+ * [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
+ * [SINGA-363] Add DenseNet for Imagenet classification
+
+ * Utility functions and CI
+ * [SINGA-274] Improve Debian packaging with CPack
+ * [SINGA-303] Create conda packages
+ * [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
+
+ * 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
+
+---------------------------------------------------------------
Release Notes - SINGA - Version singa-incubating-1.1.0
SINGA is a general distributed deep learning platform for training big deep learning models over large datasets.
diff --git a/doc/en/releases/RELEASE_NOTES_2.0.0.md b/doc/en/releases/RELEASE_NOTES_2.0.0.md
new file mode 100644
index 0000000..3a9159c
--- /dev/null
+++ b/doc/en/releases/RELEASE_NOTES_2.0.0.md
@@ -0,0 +1,45 @@
+# singa-incubating-2.0.0 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-434] Support tensor broadcasting
+ * [SINGA-370] Improvement to tensor reshape and various misc. changes related to SINGA-341 and 351
+
+ * Model components
+ * [SINGA-333] Add support for Open Neural Network Exchange (ONNX) format
+ * [SINGA-385] Add new python module for optimizers
+ * [SINGA-394] Improve the CPP operations via Intel MKL DNN lib
+ * [SINGA-425] Add 3 operators , Abs(), Exp() and leakyrelu(), for Autograd
+ * [SINGA-410] Add two function, set_params() and get_params(), for Autograd Layer class
+ * [SINGA-383] Add Separable Convolution for autograd
+ * [SINGA-388] Develop some RNN layers by calling tiny operations like matmul, addbias.
+ * [SINGA-382] Implement concat operation for autograd
+ * [SINGA-378] Implement maxpooling operation and its related functions for autograd
+ * [SINGA-379] Implement batchnorm operation and its related functions for autograd
+
+ * Utility functions and CI
+ * [SINGA-432] Update depdent lib versions in conda-build config
+ * [SINGA-429] Update docker images for latest cuda and cudnn
+ * [SINGA-428] Move Docker images under Apache user name
+
+ * Documentation and usability
+ * [SINGA-395] Add documentation for autograd APIs
+ * [SINGA-344] Add a GAN example
+ * [SINGA-390] Update installation.md
+ * [SINGA-384] Implement ResNet using autograd API
+ * [SINGA-352] Complete SINGA documentation in Chinese version
+
+
+ * Bugs fixed
+ * [SINGA-431] Unit Test failed - Tensor Transpose
+ * [SINGA-422] ModuleNotFoundError: No module named "_singa_wrap"
+ * [SINGA-418] Unsupportive type 'long' in python3.
+ * [SINGA-409] Basic `singa-cpu` import throws error
+ * [SINGA-408] Unsupportive function definition in python3
+ * [SINGA-380] Fix bugs from Reshape
