/min_char_RNN

a simple character RNN implement

Primary LanguagePython

min_char_RNN

a simple character RNN implement.

statement

  • The lost of source code was wrote according to karpathy's gist
  • You can get background knowledge from here

what's this

  1. These code will training a rnn mode to generate article.
  2. A mode file will be created when you kill the process(eg: Ctrl+C).
  3. You can load pre-training mode to do a generate test.

how to use

  • run python training.py to do a training. An example output is like below:
iter 2000, loss: 70.034620
iter 2100, loss: 69.157650
iter 2200, loss: 68.066171
iter 2300, loss: 67.368618
iter 2400, loss: 66.422001
iter 2500, loss: 65.549434
iter 2600, loss: 64.841401
iter 2700, loss: 64.127791
iter 2800, loss: 63.122929
iter 2900, loss: 62.588574
generator output: 
re pnome.
-all whelld beage pit theel pepore che pnebeit be the the nlod woror mat ll latkers fotiy soet
'lo bs
Touper theounn chas hef bure
I but of and teein tuea.:
Whaild faglait bard masr aseind C
iter 3000, loss: 62.092721
  • run python generator.py will load model file to generate string.