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10/03/2019
Running Alchemist on Cray XC and CS Series Supercomputers: Dask and PySpark Interfaces, Deployment Options, and Data Transfer Times
Newly developed interfaces for Python, Dask, and PySpark enable the use ...
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05/31/2019
Residual Networks as Nonlinear Systems: Stability Analysis using Linearization
We regard pre-trained residual networks (ResNets) as nonlinear systems a...
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11/30/2018
On the Computational Inefficiency of Large Batch Sizes for Stochastic Gradient Descent
Increasing the mini-batch size for stochastic gradient descent offers si...
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06/03/2018
Alchemist: An Apache Spark <=> MPI Interface
The Apache Spark framework for distributed computation is popular in the...
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05/30/2018