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I'm not sure whether the Theano library can be used to write parallelized code in map reduce or in spark.Any expert opinion is welcome.A discussion was on at Theano-dev

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I don't think theano have spark support yet, however there are at least 2 deep learning libraries that are good with that. The first one is mxnet, they have support for spark, R, python and C++. Another option is deeplearning4j, made in Java with direct access to Spark.

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I don't think there is any support for Map-Reduce or Spark for theano but if you want to run it in a distributed setting you can refer to this technical report on using theano with MPI.

PS : Authors of the above mentioned report have released the code for the same. You can find it here.

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