debug cifar-demo.py

Author: Eniac-Xie

README.md

@@ -11,6 +11,6 @@ To train cifar-net on cifar dataset, do as follow:
 1. cd code
 2. python cifar_demo.py
 
-This is a brief CNN tutorial (from [Jianxin Wu](http://cs.nju.edu.cn/wujx/)'s personal website):
+This is a brief CNN tutorial (from [Jianxin Wu](http://cs.nju.edu.cn/wujx/)'s homepage):
 
 http://cs.nju.edu.cn/_upload/tpl/00/ed/237/template237/paper/CNN.pdf

code/cifar-demo.py

@@ -22,8 +22,7 @@
     train_data, valid_data, train_labels, valid_labels = load_cifar()
 
 cnn = initial_cifar()
-lr = np.ones(20) * 0
-.01
+lr = np.ones(20) * 0.001
 cnn.train(train_data, train_labels, lr, epoch=20, batch_size=32)
 
 res = cnn.predict(valid_data)