I trained a multi-layer cahracter level LSTM with the following cell archictecture.
The network has three stacked layers of cells with a batch sequence length size of 100. I trained on an single NVIDIA GeForce 1080.
Random weights:
U—CN3gLBddDWÁu!HÁ”;ap/8!ôdPEç’hÁóblOxD/ç)Vsn@i)Á”YáPxwDöAhDœ “uwDóJ$—u)cDèBDü->èAàZ@zàB(ióH$äaFu3ýYmFniRLMÉKmYwBwZO@Uuaîq@AG()%aèLî$5b%üpïER=—‘À*mê?ç:V v B’BlcFIy5hf98JouV jAúoöt(y(WWnRE;él:xGlêEWÀnoG
Here are some examples of text halucinations:
the ball, calmls happened to you, does he cavered in the steps to maken, narged the wortured loud. The doctor and from his ??>fatare and ran now a run into the existence of the great some! They were saying, he felt a drunk as you weight he saw in its away you on leaving a reflection”arch, and all they had till the army and are no waiting those >people was heart free terringly with somewhere.
“To pass? Dudly—retelies to them said for his place of Austria consulting impossible, more still told his corrigencial it had way out of honors could not been glanced lea into the comrades merely to a relate.
Without will be a the people she told not your house, looking began unterestby plump ask.
The old fair that that it he has escort of our dresses ready, but his dwant to you wagrag immediately if bridge and rouding >to kiss a whit of relay of, he must do so, is not imaginex regard to really singers, and exembrowed smiles, stapid vicious own ind-Ardisoners, quition, and I have letter she rose and
