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Implemented unrolling of RNNs and various new layers

Christian Fuß requested to merge develop into master
  • Added full support for recurrent networks using the unroll mechanic.
  • Added various new layers, including ArgMax, BeamSearch, BroadcastAdd, BroadcastMultiply, Dot, ExpandDims, GreedySearch, ReduceSum and Repeat. Adjusted Reshape layer to fit backend implementation.
  • Added and adjusted multiple CoCos and tests to add support for the layers as well as the unroll mechanic.

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