hi
i install theano 9.1b ,cuda 8 , cudnn 5.1
this is my import in the code 



import theano
import theano.tensor as T
from theano.tensor.nnet import conv2d
from theano.tensor.signal import conv as sgnconv
from theano.tensor.signal import pool


i got this error


> AssertionError: 
> ConvOp does not work with the gpuarray backend.
>
> Use the new convolution interface to have GPU convolution working:
> theano.tensor.nnet.conv2d()
>
 what i need to convert for the new backend?
thank 

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