Will Deep Learning Scale to Supercomputers?

Are supercomputers practical for Deep Learning applications? Over at the Allinea Blog, Mark O'Connor writes that a recent experiment with machine learning optimization on the Archer supercomputer shows that relatively simple models run at sufficiently large scale can readily outperform more complex but less scalable models. "In the open science world, anyone running a HPC cluster can expect to see a surge in the number of people wanting to run deep learning workloads over the coming months."

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