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Deep Variance Reduction

Source code from the experiments in On the Ineffectiveness of Variance Reduced Optimization for Deep Learning.

This code should be considered archival. Pull requests will only be accepted for bug fixes.

Running

The reproduce_* scripts in reproduce/ should run in your cluster environment. Each script takes a one or several integer arguments which must be swept over to produce the full set of data for use by the plotting scripts.

Contributing

See the CONTRIBUTING file for how to help out.

License

CC-BY-NC 4.0 licensed, as found in the LICENSE file.

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On the Ineffectiveness of Variance Reduced Optimization for Deep Learning

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