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Fix initial lr of demo#11

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offchan42 wants to merge 1 commit intobbdamodaran:masterfrom
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Fix initial lr of demo#11
offchan42 wants to merge 1 commit intobbdamodaran:masterfrom
offchan42:master

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@offchan42 offchan42 commented Jul 16, 2019

Also reduce learning rate for demo file. See #10

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