diff --git a/experiments/mem_allJobs_m50_h20_r50.py b/experiments/mem_allJobs_m50_h20_r50.py
index aa1cd07c87e5ff1981010862683a285bec100ec2..23a7180d39e1108646f6ab6699bb0e7b6506caaa 100644
--- a/experiments/mem_allJobs_m50_h20_r50.py
+++ b/experiments/mem_allJobs_m50_h20_r50.py
@@ -55,7 +55,7 @@ from keras import backend as K
 K.tensorflow_backend._get_available_gpus()
 
 
-config = tf.ConfigProto( device_count = {'GPU': 4 , 'CPU': 2} ) 
+config = tf.ConfigProto( device_count = {'GPU': 1 , 'CPU': 2} ) 
 sess = tf.Session(config=config) 
 keras.backend.set_session(sess)
 
@@ -483,9 +483,9 @@ def dict_product(dicts):
 hyperparameters = {
                     'hidden_size':[2,4,8,16,32,64,128],
                     'lr': [0.1,0.01,0.001,0.0001],
-                    'dropout': [0,0.1,0.2,0.3,0.4],
+                    'dropout': [0,0.05,0.1,0.2,0.3,0.4],
                     'epochs' : [25, 50, 100, 200, 400],
-                    'batch_size' : [5,10,25, 50, 100, 200]
+                    'batch_size' : [5,25, 50, 100, 200,1000,5000]
                     }
 
 # Build list of hyperparameter combinations