FYI https://chrisc36.github.io/deep-go/ Detail is here: http://jmlr.org/proceedings/papers/v37/clark15.pdf
Tokumoto On Sat, Mar 19, 2016 at 3:14 AM, Darren Cook <dar...@dcook.org> wrote: > BTW, if anyone is pursuing this further, JavaScript supports binary > arrays (I've used them in some WebGL work I've been doing), and browser > coverage is rather good: http://caniuse.com/#feat=typedarrays > > What that means (in rough order of usefulness): > 1. It loads into memory directly - the alternative is that 14MB of > JavaScript needs to be parsed; > > 2. Minor file size saving (it is only minor, because the text file > version would almost certainly be served gzipped, and text files > compress really well); > > 3. You don't need to truncate the precision; > > 4. Minor web server CPU saving (point 2: no need to gzip). > > Darren > > > It has a 14MB file which looks like: > > > > // 8 layer network trained on GoGoD data, truncated to 6 decimal places > > to reduce size > > var json_net = {"layers": [{"layer_type": "input", "out_sy": 25, > > "out_depth": 8, "out_sx": 25}, {"layer_type" > > : "conv", "sy": 25, "sx": 25, "out_sx": 19, "out_sy": 19, "stride": 1, > > "pad": 0, "biases": {"depth": > > 64, "sx": 1, "sy": 1, "w": [0.519023, -1.379795, -0.495255, -0.051380, > > -0.466160, -1.380873, -0.630742 > > , -0.174662, -0.743714, -1.288785, -0.607110, -0.536119, -0.819585, > > -0.248130, -0.629681, -0.004683, > > -0.408890, -1.701742, -0.011255, -0.833270, -0.665327, -0.127002, > > -0.793772, -0.518614, -1.390844, -1 > > .982825, -0.012530, -0.140848, -1.255086, -0.761665, -0.077154, > > -0.748323, -0.086952, -0.175683, -1.526860 > > , 0.098685, -0.030402, -0.903232, - > > ... > > > -- > Darren Cook, Software Researcher/Developer > My new book: Data Push Apps with HTML5 SSE > Published by O'Reilly: (ask me for a discount code!) > http://shop.oreilly.com/product/0636920030928.do > Also on Amazon and at all good booksellers! > _______________________________________________ > Computer-go mailing list > Computer-go@computer-go.org > http://computer-go.org/mailman/listinfo/computer-go >
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