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Re:Neural Networks in JavaScript with Deeplearn.js by niyazpk on Wednesday December 06, 2017 @12:04AM (#15858679)
>> We've seen ~200MB production models get down to ~4MB and not lose much precision.

Details please. What techniques are used to reduce the model size?

Re:Neural Networks in JavaScript with Deeplearn.js by hidenotslide on Wednesday December 06, 2017 @04:02AM (#15859663)
I saw a talk on this paper a couple years ago. https://arxiv.org/abs/1503.02531 The method is to train a smaller model on the predictions of a large model or ensemble. I'd be interested in knowing other techniques as well.