Sentence examples for Deep compression from inspiring English sources

I will first introduce "Deep Compression", which can compress deep neural network models by 10–49× without loss of prediction accuracy for a broad range of CNN, RNN, and LSTMs.

He proposed the Deep Compression algorithm, which can compress neural networks by 10–49× while fully preserving prediction accuracy.

Han proposed the deep compression algorithm, which can compress neural networks by 17 to 49 times while fully preserving prediction accuracy.

Next, by changing the hardware architecture and efficiently implementing Deep Compression, I will introduce EIE, the Efficient Inference Engine, which can perform decompression and inference simultaneously, saving a significant amount of memory bandwidth.

Stresses within the Pacific plate near the Japan trench are characterized by shallow tension and deep compression caused by plate bending (Gamage et al. 2009; Hino et al. 2009).

Further than that, for ductility reasons, the code suggestions are to provide compression reinforcement exceeding half of the tensile reinforcement, bringing closer the two capacities and this is particularly notable in advanced post elastic stages, due to the deep compression zone for negative moments and strain hardening for positive (sagging) moments (Priestley 1996).

The trauma nurse, the emergency medical tech, and I rotated performing firm deep compressions to the center of her chest in an attempt to restart her heart.

Therefore, it was anticipated that deeper compression would cause more chest movements and introduced severe artifact to the ECG.

For pediatric cardiopulmonary resuscitation by inexperienced rescuers, the two hand CC technique has the advantage of producing deeper compressions than the one-hand technique, but it is accompanied by more frequent leaning.

In case of C.P.R., our doctor can see how deep the compression of the chest is, and can give feedback".

The effects of deep soil compression from heavy tire- and track equipment now used, rather than winches and cables of the past, or the by-gone draft horses, further diminishes the future productivity of the land because of how the harvest is conducted.