May 2019
Intermediate to advanced
452 pages
12h 16m
English
Content preview from Hands-On GPU Computing with Python
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Deep learning on commodity Android devices
The following research paper is discussed in this section: RSTensorFlow: GPU Enabled TensorFlow for Deep Learning on Commodity Android Devices, M Alzantot, Y Wang, Z Ren, M B Srivastava (2017), Proceedings of the First International Workshop on Deep Learning for Mobile Systems and Applications, EMDL 17, doi:10.1145/3089801.3089805.
This is an interesting project that was done by AI scientists on mobile GPUs who integrated an acceleration framework tightly into TensorFlow (as we mentioned earlier) to make good use of heterogeneous computing resources on mobile devices without the need for any extra tools. They evaluated their system on different Android phone models to study the trade-offs of running ...
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