The real innovation is happening among the very few companies that build their own deep-learning frameworks from scratch, both for training and multi-device inference.

…the publicly available frameworks like TensorFlow are great for research but are not efficient enough for deployment in cybersecurity….  using convolutional neural nets is good with local correlations in the data [but not so for situations without local correlation]….

https://www.nextplatform.com/2018/01/26/startup-builds-gpu-native-custom-neural-network-framework/

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