2 papers
cs.LG2020
Sparse Weight Activation Training
Md Aamir Raihan, Tor M. Aamodt
Neural network training is computationally and memory intensive. Sparse training can reduce the burden on emerging hardware platforms designed to accelerate sparse computations, bu…
cs.MS2018
Modeling Deep Learning Accelerator Enabled GPUs
Md Aamir Raihan, Negar Goli, Tor Aamodt
The efficacy of deep learning has resulted in its use in a growing number of applications. The Volta graphics processor unit (GPU) architecture from NVIDIA introduced a specialized…