What I want is like 
https://groups.google.com/forum/#!topic/theano-users/pdppGDSNEhM
Can you help me

在 2016年8月29日星期一 UTC+8上午11:17:15,Arjun Jain写道:
>
> For uspample = 4, something like this:
>         output = T.zeros(out_size, dtype=theano.config.floatX)
>         for i in range(upsample):
>             for j in range(upsample):
>                 output = T.set_subtensor(output[:, :, 
> i::upsample,j::upsample], input)
>
>
> will give you
>
> array([[[[ 1.,  1.,  1.,  1.,  2.,  2.,  2.,  2.],
>
>          [ 1.,  1.,  1.,  1.,  2.,  2.,  2.,  2.],
>
>          [ 1.,  1.,  1.,  1.,  2.,  2.,  2.,  2.],
>
>          [ 1.,  1.,  1.,  1.,  2.,  2.,  2.,  2.],
>
>          [ 3.,  3.,  3.,  3.,  4.,  4.,  4.,  4.],
>
>          [ 3.,  3.,  3.,  3.,  4.,  4.,  4.,  4.],
>
>          [ 3.,  3.,  3.,  3.,  4.,  4.,  4.,  4.],
>
>          [ 3.,  3.,  3.,  3.,  4.,  4.,  4.,  4.]]]])
>
> for input array([[[[ 1.,  2.],
>
>          [ 3.,  4.]]]]) 
>
> On Mon, Aug 29, 2016 at 7:29 AM, <[email protected] <javascript:>> wrote:
>
>> how did you solve this problem,I meet this problem ,too
>>
>> 在 2014年12月14日星期日 UTC+8上午3:28:38,Mohammad Havaei写道:
>>
>>> Does there exist in Theano an operation to resize a matrix by 
>>> interpolation or downsample it? 
>>>
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>

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