Kaldi nnet3的fastlstm與標准LSTM


標准LSTM

   

   

   

與標准LSTM相比,Kaldifastlstm對相同或類似的矩陣運算進行了合並。

   

# Component specific to 'projected' LSTM (LSTMP), contains both recurrent and non-recurrent projections

   

fastlstm.W_rp, fast lstm Weight recurrent projected

fastlstm.W_all, fast lstm Weight all

fastlstm.rp, fast lstm recurrent projected

同時包含了對循環與非循環的向量的投影

即將1024維輸入投影為循環的向量維數(如256)與非循環的向量維數(如512

fastlstm.c, fast lstm cell

fastlstm.m, fast lstm memory

fastlstm.r, fast lstm recurrent

fastlstm.cr_trunc, fast lstm cell recurrent truncate

用於向量的截斷,截斷為

fastlstm.c_trunc, fast lstm cell truncated

fastlstm.r_trunc, fast lstm recurrent truncated

   

   


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