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                                            summersunshine

Deep model supported

I would like to ask whether fate-serving supports the use of deep models

util.cc line.substr(start,pos) can be replaced by ret.push_back(line.substr(start, pos-start)),as the second parameter of substr is len

Add adaptive learning rate could make lr converge more fast

[adam.zip](https://github.com/ctliu3/dist-lr/files/1508643/adam.zip) I try to add an adam module on your code,then i find by the same iteration,the code can get higher accuracy .The files has been attached.Maybe you can adopt...