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It's a fast moving field. In the past 5 years we've scene enthusiasm for Caffe, luatorch, theano, tensorflow, and most recently pytorch. And tensorflow 2 of cou
by jph00 7y ago
It's a fast moving field. In the past 5 years we've scene enthusiasm for Caffe, luatorch, theano, tensorflow, and most recently pytorch. And tensorflow 2 of course, which totally changes the programming model. Our own library changes to keep up to date with the field.
Having said that, v1 isn't changing much now - v2 (out soon) will be where new ideas go, and only bug fixes will go to v1, so you can stick with that as long as you like.
- beefield 7y ago> It's a fast moving field. Obviously it is moving fast at the bleeding edge. But the basics of backprop have not changed for a while, and somehow I would think that a toolchain that I would expect to be a serious tool for practical purposes and not just a display of the bleeding edge would at least be backwards compatible with previous versions. (I hope I am not writing this in too harsh way. I actually liked your videos so much that I am seriously considering applying for your on site course if I one day just get all the other issues sorted out in my life so that I can relocate to SF for a couple of months)