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Hi I knew using pytensor I had a code that was implemented using the old version of pytensor but now pytensor.tensor.nnet and pytensor.tensor.signal does not exits anymore I checked the documentation but it very old and it is based on a on Theano and I can't make this code to work could you please tell me that are the new submodules for pool_2d and conv
frompytensor.tensor.nnetimportconvfrompytensor.tensor.signal.poolimportpool_2d#### Define layer typesclassConvPoolLayer(object):
"""Used to create a combination of a convolutional and a max-pooling layer. A more sophisticated implementation would separate the two, but for our purposes we'll always use them together, and it simplifies the code, so it makes sense to combine them. """# ... rest of the classdefset_inpt(self, inpt, inpt_dropout, mini_batch_size):
self.inpt=inpt.reshape(self.image_shape)
conv_out=conv.conv2d(input=self.inpt, filters=self.w, filter_shape=self.filter_shape, image_shape=self.image_shape)
pooled_out=pool_2d(input=conv_out, ws=self.poolsize, ignore_border=True)
self.output=self.activation_fn(
pooled_out+self.b.dimshuffle('x', 0, 'x', 'x'))
self.output_dropout=self.output# no dropout in the convolutional layers
This are the two calls the code does to the deprecated and old submodules:
Description
Hi I knew using pytensor I had a code that was implemented using the old version of pytensor but now
pytensor.tensor.nnet
andpytensor.tensor.signal
does not exits anymore I checked the documentation but it very old and it is based on a on Theano and I can't make this code to work could you please tell me that are the new submodules forpool_2d
andconv
This are the two calls the code does to the deprecated and old submodules:
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