Does dnn_batch_normalization_train handle maintaining the population 
statistics for mean/std? Since Epsilon is a parameter for the function I'm 
hoping so.

On Wednesday, July 13, 2016 at 12:30:03 PM UTC-4, nouiz wrote:
>
> Hi,
>
> Just a quick email to tell about a few new features that could interrest 
> many people. They are merged in the development version of Theano: 
> http://www.deeplearning.net/software/theano/install.html#bleeding-edge-install-instructions
>
> 1) The wrapping of cuDNN batch norm is merged
>    You must use it directly and not Theano batch_normalization() function. 
> This should speed up execution and compilation.
>
>
> http://deeplearning.net/software/theano_versions/dev/library/sandbox/cuda/dnn.html#batch-normalization
>
> 2) dilated convolution is supported on CPU and GPU
>
>
> http://deeplearning.net/software/theano_versions/dev/library/tensor/nnet/conv.html#theano.tensor.nnet.conv2d
>
> 3) On the CPU, the pooling and convolution are now well multi-threaded.
>
> Fred
>
>

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