~/talk

Deep Learning with Go

Talkat Golang UK 2017 · 2017-08-16..08-18· [go, machine-learning]
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Claims that you can train and deploy deep networks in Go but current reality is mixed: TensorFlow Go partial support lets trained Python graphs run in production but full training in Go is limited; community projects like Gorgonia / go-neural libraries and Machine Box Go SDK provide usable models and APIs. Training demands millions of labeled records (serious work) and large compute; GANs are presented as a practical way to augment data. Examples show deployment works; native Go training is possible but still early.

AI-written summary · about

  1. 0:00Intro
  2. 1:29F-22 RAPTOR
  3. 11:10SOLVING COMPLEX PROBLEMS
  4. 23:50EACH NEURON
  5. 36:53AND THE ROLE OF GO IN ITS ECOSYSTEM
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