| #singa-incubating-1.1.0 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-296] Add sign and to_host function for pysinga tensor module |
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| * Model components |
| * [SINGA-254] Implement Adam for V1 |
| * [SINGA-264] Extend the FeedForwardNet to accept multiple inputs |
| * [SINGA-267] Add spatial mode in batch normalization layer |
| * [SINGA-271] Add Concat and Slice layers |
| * [SINGA-275] Add Cross Entropy Loss for multiple labels |
| * [SINGA-278] Convert trained caffe parameters to singa |
| * [SINGA-287] Add memory size check for cudnn convolution |
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| * Utility functions and CI |
| * [SINGA-242] Compile all source files into a single library. |
| * [SINGA-244] Separating swig interface and python binding files |
| * [SINGA-246] Imgtool for image augmentation |
| * [SINGA-247] Add windows support for singa |
| * [SINGA-251] Implement image loader for pysinga |
| * [SINGA-252] Use the snapshot methods to dump and load models for pysinga |
| * [SINGA-255] Compile mandatory dependent libaries together with SINGA code |
| * [SINGA-259] Add maven pom file for building java classes |
| * [SINGA-261] Add version ID into the checkpoint files |
| * [SINGA-266] Add Rafiki python toolkits |
| * [SINGA-273] Improve license and contributions |
| * [SINGA-284] Add python unittest into Jenkins and link static libs into whl file |
| * [SINGA-280] Jenkins CI support |
| * [SINGA-288] Publish wheel of PySINGA generated by Jenkins to public servers |
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| * Documentation and usability |
| * [SINGA-263] Create Amazon Machine Image |
| * [SINGA-268] Add IPython notebooks to the documentation |
| * [SINGA-276] Create docker images |
| * [SINGA-289] Update SINGA website automatically using Jenkins |
| * [SINGA-295] Add an example of image classification using GoogleNet |
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| * Bugs fixed |
| * [SINGA-245] float as the first operand can not multiply with a tensor object |
| * [SINGA-293] Bug from compiling PySINGA on Mac OS X with multiple version of Python |
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