From 2d3880dc359ef67e30dc6fd751fcfafef7aa281d Mon Sep 17 00:00:00 2001 From: Eder Santana Date: Fri, 20 Nov 2015 21:25:24 -0500 Subject: [PATCH] Fix typos and even more informative docs. Even more informative docs. Sorry for not doing all the work at once. --- examples/neural_turing_machine_copy.py | 7 +++++-- 1 file changed, 5 insertions(+), 2 deletions(-) diff --git a/examples/neural_turing_machine_copy.py b/examples/neural_turing_machine_copy.py index ced6517be..f4e78fb46 100644 --- a/examples/neural_turing_machine_copy.py +++ b/examples/neural_turing_machine_copy.py @@ -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 """