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Optimization and extension of the Replicated Stochastic Gradient Descent.

1. Prerequisites
2. Installation
3. Authors
4. License
5. Acknowledgments
6. Citation

The project is written in c++ language with the support of c++14 standard (make sure that your c++ compiler support it!).

To build the executables, clone the repo and then type

make

for the complete list of available examples, or

make main

to compile the main example.

You can also build with CMake or easier with the build.sh file in Linux/MacOS and build.ps1 in Windows.

• Nico Curti git, unibo
• Daniele Dall'Olio git

See also the list of contributors GitHub contributors who partecipated in this project.

The rSGD package is licensed under the MIT "Expat" License. License

Thanks goes to all contributors of this project.

Please cite rSGD if you use it in your research.

@misc{ReplicatedStochasticGradientDescent,
 author = {Nico Curti, Daniele Dall'Olio},
 title = {Replicated Stochastic Gradient Descent},
 year = {2019},
 publisher = {GitHub},
 howpublished = {\url{https://github.com/Nico-Curti/rSGD}},
}