Make test_rnnslu faster

Author: nouiz

code/test.py

@@ -15,10 +15,6 @@
 import lstm
 
 
-def test_rnnslu():
-    rnnslu.main()
-
-
 def test_logistic_sgd():
     logistic_sgd.sgd_optimization_mnist(n_epochs=10)
 
@@ -62,6 +58,26 @@ def test_rnnrbm():
     rnnrbm.test_rnnrbm(num_epochs=1)
 
 
+def test_rnnslu():
+    s = {'fold': 3,
+         # 5 folds 0,1,2,3,4
+         'data': 'atis',
+         'lr': 0.0970806646812754,
+         'verbose': 1,
+         'decay': True,
+         # decay on the learning rate if improvement stops
+         'win': 7,
+         # number of words in the context window
+         'nhidden': 200,
+         # number of hidden units
+         'seed': 345,
+         'emb_dimension': 50,
+         # dimension of word embedding
+         'nepochs': 1, # CHANGED
+         'savemodel': False}
+    rnnslu.main(s)
+
+
 def test_lstm():
     lstm.train_lstm(max_epochs=1, test_size=1000, saveto='')