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SINGA-433 Preparation for V2.0 release
Update release note
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# singa-incubating-2.0.0 Release Notes | ||
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SINGA is a general distributed deep learning platform for training big deep | ||
learning models over large datasets. | ||
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This release includes following features: | ||
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* Core components | ||
* [SINGA-434] Support tensor broadcasting | ||
* [SINGA-370] Improvement to tensor reshape and various misc. changes related to SINGA-341 and 351 | ||
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* 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 | ||
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* 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 | ||
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* 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 | ||
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* 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 |