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Accelerating distributed deep neural network training with pipelined MPI allreduce

Castelló, Adrián; Quintana-Ortí, Enrique S.; Duato Marín, José Francisco (Springer-Verlag, 2021-12)

[EN] TensorFlow (TF) is usually combined with the Horovod (HVD) workload distribution package to obtain a parallel tool to train deep neural network on clusters of computers. HVD in turn utilizes a blocking Allreduce ...

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