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Avoid ImportError: cannot import name 'downsample' #2

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Merged
MichalDanielDobrzanski merged 1 commit into from
Aug 28, 2017
+3 −3
Merged

Avoid ImportError: cannot import name 'downsample' #2

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6 changes: 3 additions & 3 deletions network3.py
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Original file line number Diff line number Diff line change
Expand Up @@ -39,7 +39,7 @@
from theano.tensor.nnet import conv
from theano.tensor.nnet import softmax
from theano.tensor import shared_randomstreams
from theano.tensor.signal import downsample
from theano.tensor.signal.pool import pool_2d

# Activation functions for neurons
def linear(z): return z
Expand Down Expand Up @@ -227,8 +227,8 @@ def set_inpt(self, inpt, inpt_dropout, mini_batch_size):
conv_out = conv.conv2d(
input=self.inpt, filters=self.w, filter_shape=self.filter_shape,
image_shape=self.image_shape)
pooled_out = downsample.max_pool_2d(
input=conv_out, ds=self.poolsize, ignore_border=True)
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
Expand Down