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ICML2018: Learning Long Term Dependencies via Fourier Recurrent Units

by Jiong Zhang, Yibo Lin, Zhao Song, Inderjit S. Dhillon

How to run

source ./test/

Experimental Environment

  1. Tensorflow 1.2.1
  2. TFLearn 0.3.2 (modified to integrate FRU)
  3. Nvidia GTX 1080 GPU

Different runs may have different results due to uncertainty of GPU parallelism. Sometimes if a model cannot converge, we try 3 times and report the best convergence.