François Chollet+ Your Authors @fchollet Deep learning @google. Creator of Keras, neural networks library. Author of 'Deep Learning with Python'. Opinions are my own. Aug. 03, 2019 1 min read + Your Authors

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We used to compare the number of transistors on a chip to the number of neurons in the brain. Now we use the total number of filters in the Conv2D layers of a DL model for that comparison. It makes as much sense (which is none).

Btw GPUs have 10-15B transistors these days, growing by 10x in ~5 years. So GPUs should be brain-scale in less than 5 years

Not


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