Spartan: A Sparsity-Adaptive Framework to Accelerate Deep Neural Network Training on GPUs

Shi Dong, Yifan Sun, Nicolas Bohm Agostini, Elmira Karimi, Daniel Lowell, Jing Zhou, José Cano 0001, José L. Abellán, David R. Kaeli. Spartan: A Sparsity-Adaptive Framework to Accelerate Deep Neural Network Training on GPUs. IEEE Trans. Parallel Distrib. Syst., 32(10):2448-2463, 2021. [doi]

Abstract

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