3 ms·
What sort of value add do you provide on top of what the open source frameworks provide?
by harigov 10y ago
What sort of value add do you provide on top of what the open source frameworks provide?
- agibsonccc 10y agoMain thing is production deployment software and a service level agreement for models we build. In machine learning in production there are 2 phases: training and inference (usage) In training we have spark docker images where you can run cuda right from spark submit. In inference mode we sit on top of DC/OS by mesosphere embedding lightbend's (they created scala) micrsoservices technology conductr to scale out automatically on a mesos based cluster: http://www.slideshare.net/agibsonccc/deep-learning-in-production-with-the-best-66381424 http://www.slideshare.net/agibsonccc/deep-learning-in-produc... Here is more on our enterprise distribution SKIL: http://www.slideshare.net/agibsonccc/skil-dl4j-in-the-wild-meetup http://www.slideshare.net/agibsonccc/skil-dl4j-in-the-wild-m... If you're curious where the talent is, I cowrote the flagship oreilly book on deeplearning: http://shop.oreilly.com/product/0636920035343.do http://shop.oreilly.com/product/0636920035343.do We also employ deep learning phds doing everything from deep learning research in health care, ex nvidia, ex cloudera among others.