Coordinated Batching and DVFS for DNN Inference on GPU Accelerators

Author:

Nabavinejad Seyed Morteza1ORCID,Reda Sherief2ORCID,Ebrahimi Masoumeh3ORCID

Affiliation:

1. School of Computer Science, Institute for Research in Fundamental Sciences (IPM), Tehran, Iran

2. School of Engineering, Brown University, Providence, RI, USA

3. KTH Royal Institute of Technology, Stockholm, Sweden

Funder

National Science Foundation

DoD ARO

Publisher

Institute of Electrical and Electronics Engineers (IEEE)

Subject

Computational Theory and Mathematics,Hardware and Architecture,Signal Processing

Reference58 articles.

1. The Impact of GPU DVFS on the Energy and Performance of Deep Learning

2. GreenMM

3. Inception-v4, inception-ResNet and the impact of residual connections on learning;szegedy;Proc AAAI Conf Artif Intell,2017

4. Batch normalization: Accelerating deep network training by reducing internal covariate shift;ioffe,2015

5. Tensorflow-slim image classification model library;silberman,2016

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