tf-shakespeare

TensorFlow Shakespearian RNN practice

Network shape

_________________________________________________________________
Layer (type)                 Output Shape              Param #   
=================================================================
embedding (Embedding)        (64, None, 256)           16640     
_________________________________________________________________
gru (GRU)                    (64, None, 1024)          3935232   
_________________________________________________________________
dense (Dense)                (64, None, 65)            66625     
=================================================================
Total params: 4,018,497
Trainable params: 4,018,497
Non-trainable params: 0
_________________________________________________________________

Network training loss

References

• TensorFlor text-generation tutorial
• Andrej Karpathy's blog