lunny/keras
1
0
Fork 0
Code Issues Pull Requests Actions Packages Projects Releases Wiki Activity

Merge pull request #1052 from EderSantana/patch-4

Browse Source 
Fix typos and even more informative docs.
This commit is contained in:
François Chollet 2015-11-21 14:39:15 -08:00
commit 252db48746
1 changed files with 5 additions and 2 deletions
Show Stats Download Patch File Download Diff File Expand all files Collapse all files

7
examples/neural_turing_machine_copy.py
View File

@ -16,12 +16,15 @@ from keras.layers.ntm import NeuralTuringMachine as NTM
"""
Copy Problem defined in Graves et. al [0]
After about 3500 updates, the accuracy becomes jumps from around 50% to >90%.
Training data is made of sequences with length 1 to 20.
Test data are sequences of length 100.
The model is tested every 500 weight updates.
After about 3500 updates, the accuracy jumps from around 50% to >90%.
Estimated compile time: 12 min
Estimated time to train Neural Turing Machine and 3 layer LSTM on an NVidia GTX 680: 2h
[0]: http://arxiv.org/pdf/1410.5401v2.pdf
"""