gistfile1.txt

   -- local parallel = nn.ConcatTable():add(nn.SelectTable(2)):add(nn.SelectTable(3))
   -- self.baselineModel:add(parallel)
   -- local lookup = nn.LookupTableMaskZero(vocabSize, 256)
   -- local lookups = nn.ParallelTable():add(lookup):add(lookup:clone('weight','bias','gradWeight','gradBias'))
   -- self.baselineModel:add(lookups)
   -- local rnn1 = nn.Sequential()
   -- rnn1.lstmLayers = {cudnn.GRU(256, 128, 1)}
   -- rnn1:add(rnn1.lstmLayers[1])
   -- local rnn2 = nn.Sequential()
   -- rnn2.lstmLayers = {cudnn.GRU(256, 128, 1)}
   -- rnn2:add(rnn2.lstmLayers[1])
   -- self.baselineModel:add(cudnn.Connect(rnn1, rnn2))
   -- self.baselineModel:add(nn.SelectTable(2))