Neural Networks in JavaScript with Deeplearn.js

Re:Neural Networks in JavaScript with Deeplearn.js by jorgemf on Tuesday December 05, 2017 @05:59PM (#15856906)

When you want performance the only way is getting close to the hardware. That is why deep learning is usually linux+nvidia. That is why game engines use/used C or even assemble code for critical parts.

Don't expect anything better soon as companies focus on performance per watt and will only develop things in that path.

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Re:Neural Networks in JavaScript with Deeplearn.js by nsthorat on Tuesday December 05, 2017 @11:31PM (#15858525)

Or you improve your algorithms and use the existing hardware (think distributed computing on cheap HDDs).

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Re:Neural Networks in JavaScript with Deeplearn.js by jorgemf on Wednesday December 06, 2017 @05:05AM (#15859913)

Companies will improve the algorithms and go low level with hardware instructions. The problem with GPUs is that they have special instructions for some operations. Not using them can be 20 times slower. You are not going to improve the algorithms 20 times, ND if you do you can still improve it another 20 times with hardware instructions. You do both if you can. That is a big saving in electricity in data centers.

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