The computing cost of deep learning scales with the ninth power of performance improvement. We can’t go on like this.https://spectrum.ieee.org/amp/deep-learning-computational-cost-2655082754 …
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What are some other methods that provide similar or better performance with cheaper computational cost than DL... Some great points mentioned by Yann on the topic.pic.twitter.com/RmK0mcRmxX
We don’t have them yet, which is why we need more research. BTW, this piece by Yann is a very weak defense of DL - he knows it’s hideously inefficient, and doesn’t know what to do about it.
