diff --git a/RELEASE_NOTES b/RELEASE_NOTES index 43d4004ea..a75ceea2b 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 000000000..3a9159c60 --- /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