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Firstly, add the Sigmoid operation.
Second, modified the interpolate. The original interpolate in the file uses Deconvolution, but it doesn't work rightly. So, I uses interp.cpp from Caffe to excute the interpolate. Of course,you must to add an interp layer in the Caffe.