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by bitL
3239 days ago
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I am not sure he even understands complexity of DL itself. DL can be formulated as a non-linear optimization problem; that means it's one of the most difficult computational problems and the few types of topology we know are working with current "simple" non-linear optimizers are quite miraculous; I don't think anybody understands why these simple methods work so well when we restrict/structure the number of connections between layers and why fully-connected networks have such a terrible performance even if theoretically they should be able to handle everything better. So there is IMO a plenty of space for everyone to figure out their own niche with best performing algorithm in production and enable magical things in their apps. |
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