Fusing Depthwise and Pointwise Convolutions for Efficient Inference on GPUs

Author:

Qararyah Fareed1ORCID,Azhar Muhammad Waqar1ORCID,Maleki Mohammad Ali1ORCID,Trancoso Pedro1ORCID

Affiliation:

1. Chalmers University of Technology, Sweden

Funder

European Union's Horizon 2020 research and innovation program

Swedish Foundation for Strategic Research

Publisher

ACM

Reference55 articles.

1. Martín Abadi, Ashish Agarwal, Paul Barham, Eugene Brevdo, Zhifeng Chen, Craig Citro, Greg S Corrado, Andy Davis, Jeffrey Dean, Matthieu Devin, 2016. Tensorflow: Large-scale machine learning on heterogeneous distributed systems. arXiv preprint arXiv:1603.04467 (2016).

2. Fused-layer CNN accelerators

3. James Bergstra, Frédéric Bastien, Olivier Breuleux, Pascal Lamblin, Razvan Pascanu, Olivier Delalleau, Guillaume Desjardins, David Warde-Farley, Ian Goodfellow, Arnaud Bergeron, 2011. Theano: Deep learning on gpus with python. In NIPS 2011, BigLearning Workshop, Granada, Spain, Vol. 3. Citeseer.

4. FINN- R

5. Han Cai, Ligeng Zhu, and Song Han. 2018. Proxylessnas: Direct neural architecture search on target task and hardware. arXiv preprint arXiv:1812.00332 (2018).

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