Search Results for author: Chaitanya Prasad Sishtla

Found 1 papers, 0 papers with code

Characterizing Deep-Learning I/O Workloads in TensorFlow

no code implementations6 Oct 2018 Steven W. D. Chien, Stefano Markidis, Chaitanya Prasad Sishtla, Luis Santos, Pawel Herman, Sai Narasimhamurthy, Erwin Laure

To measure TensorFlow I/O performance, we first design a micro-benchmark to measure TensorFlow reads, and then use a TensorFlow mini-application based on AlexNet to measure the performance cost of I/O and checkpointing in TensorFlow.

Distributed, Parallel, and Cluster Computing

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