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theano has changed #14

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thano no longer supports the gpu flag per the errors I received when trying to run test.py

I also pointed conv2d to the version theano now recommends.

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Since Theano is being deprecated it shouldn't change much more :)

@@ -224,7 +224,7 @@ def __init__(self, filter_shape, image_shape, poolsize=(2, 2),

def set_inpt(self, inpt, inpt_dropout, mini_batch_size):
self.inpt = inpt.reshape(self.image_shape)
conv_out = conv.conv2d(
conv_out = conv2d(
input=self.inpt, filters=self.w, filter_shape=self.filter_shape,
image_shape=self.image_shape)

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image_shape should be input_shape

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