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I worked with recurrent nets for dynamic system prediction for an undergrad thesis in ‘02 and we really struggled to train them on the CPUs we had. They had probably fewer than 100 parameters.


In the GPU space, the new CuDNN RNNs are almost as fast as running MLPs on GPUs.




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