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A special method is developed for data ordering to reduce the nonlinearity of the data and to increase the speed of training.
Ramsey was an almost painfully shy figure when he first arrived at Arsenal but, after admitting to finding the increased speed of training almost impossible to handle early on, quickly showed that he knew when to make a big noise.
In this work, to enhance the neural network framework, we address the following three issues, (i) speed of training; (ii) introduction of time explicitly into the classifier design; and (iii) online updation using a mirror-like process model.
A notable aspect of our methods is their speed of training and testing, which makes them scalable to larger problems.
Graphics chipmaker nVidia claims to have increased the speed of training neural networks using GPUs by 50X in just three years.
In the experiments, the perplexity is reduced by about 5% for both single and interpolated models without reducing the speed of training, compared with the baseline.
Similar(52)
Francke said many people underestimate the sound and speed of trains.
But the average speed of train journeys between those northern cities is just 46mph.
Since then, the government has slowed the speed of trains and announced a thorough review of its safety program.
Afterward, the M.T.A. not only increased the distance between trains but also reduced the speed of train cars and installed speed-limiting signals.
When this initially proved fruitless, Saroo honed in on a more focused methodology: he multiplied the time he had spent on the train, 14 hours, by the speed of trains when he was lost in 1986.
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