2023-09-28 07:23:08,442 gpu device = 0
2023-09-28 07:23:08,442 args = Namespace(adaptive=True, batch_size=64, constraint=1000, cutout=False, data='./data', gpu=0, gumbel=True, init_alphas=0, init_channels=16, layers=9, nasbench_data='nasbench_full.tfrecord', output_weights=True, penalty=1, rand_data=False, rand_label=False, report_freq=10, save='search_NAS-NGE/nasbench-S2', search_space='1', seed=2, steps=20)
2023-09-28 07:23:10,705 param size = 1.101402MB
2023-09-28 07:23:11,822 loading data from nasbench
2023-09-28 07:23:11,823 From /home/xxxx/NAS-NGE/nasbench/api.py:146: tf_record_iterator (from tensorflow.python.lib.io.tf_record) is deprecated and will be removed in a future version.
Instructions for updating:
Use eager execution and: 
`tf.data.TFRecordDataset(path)`
2023-09-28 07:25:26,413 start search
2023-09-28 07:25:28,907 Train 000, penalty loss 48.110794
2023-09-28 07:25:28,908 Constraint: 1000.000000
2023-09-28 07:25:28,912 TEST ERROR: 0.164, 0.160, 0.164 | VALID ERROR: 0.166, 0.159, 0.167 | RUNTIME: 734.977051, 732.700012, 733.009033 | PARAMS: 2793866, 2793866, 2793866
2023-09-28 07:25:44,542 Train 010, penalty loss 69.491936
2023-09-28 07:25:44,544 Constraint: 398.998432
2023-09-28 07:25:44,546 TEST ERROR: 0.116, 0.110, 0.111 | VALID ERROR: 0.117, 0.107, 0.105 | RUNTIME: 944.174988, 945.511963, 946.104980 | PARAMS: 1756298, 1756298, 1756298
2023-09-28 07:25:58,965 final evaluation
2023-09-28 07:25:58,970 TEST ERROR: 0.112, 0.114, 0.123 | VALID ERROR: 0.107, 0.105, 0.119 | RUNTIME: 1390.314941, 1389.921997, 1388.597900 | PARAMS: 3667594, 3667594, 3667594
2023-09-28 07:38:18,647 gpu device = 0
2023-09-28 07:38:18,647 args = Namespace(adaptive=True, batch_size=64, constraint=1000, cutout=False, data='./data', gpu=0, gumbel=True, init_alphas=0, init_channels=16, layers=9, nasbench_data='nasbench_full.tfrecord', output_weights=True, penalty=1, rand_data=False, rand_label=False, report_freq=10, save='search_NAS-NGE/nasbench-S2', search_space='2', seed=2, steps=20)
2023-09-28 07:38:20,875 param size = 1.101402MB
2023-09-28 07:38:21,960 loading data from nasbench
2023-09-28 07:38:21,960 From /home/xxxx/NAS-NGE/nasbench/api.py:146: tf_record_iterator (from tensorflow.python.lib.io.tf_record) is deprecated and will be removed in a future version.
Instructions for updating:
Use eager execution and: 
`tf.data.TFRecordDataset(path)`
2023-09-28 07:40:32,262 start search
2023-09-28 07:40:34,796 Train 000, penalty loss 14.499100
2023-09-28 07:40:34,797 Constraint: 1000.000000
2023-09-28 07:40:34,802 TEST ERROR: 0.067, 0.066, 0.069 | VALID ERROR: 0.060, 0.063, 0.064 | RUNTIME: 2162.272949, 2159.954102, 2160.440918 | PARAMS: 8555530, 8555530, 8555530
2023-09-28 07:40:50,185 Train 010, penalty loss -68.539680
2023-09-28 07:40:50,187 Constraint: 249.764666
2023-09-28 07:40:50,190 TEST ERROR: 0.065, 0.067, 0.068 | VALID ERROR: 0.063, 0.063, 0.062 | RUNTIME: 1403.828003, 1404.090088, 1406.052979 | PARAMS: 4102991, 4102991, 4102991
2023-09-28 07:41:04,335 final evaluation
2023-09-28 07:41:04,337 TEST ERROR: 0.065, 0.067, 0.068 | VALID ERROR: 0.063, 0.063, 0.062 | RUNTIME: 1403.828003, 1404.090088, 1406.052979 | PARAMS: 4102991, 4102991, 4102991
2023-09-28 07:53:41,951 gpu device = 0
2023-09-28 07:53:41,951 args = Namespace(adaptive=True, batch_size=64, constraint=1000, cutout=False, data='./data', gpu=0, gumbel=True, init_alphas=0, init_channels=16, layers=9, nasbench_data='nasbench_full.tfrecord', output_weights=True, penalty=1, rand_data=False, rand_label=False, report_freq=10, save='search_NAS-NGE/nasbench-S2', search_space='3', seed=2, steps=20)
2023-09-28 07:53:44,397 param size = 1.509594MB
2023-09-28 07:53:45,597 loading data from nasbench
2023-09-28 07:53:45,597 From /home/xxxx/NAS-NGE/nasbench/api.py:146: tf_record_iterator (from tensorflow.python.lib.io.tf_record) is deprecated and will be removed in a future version.
Instructions for updating:
Use eager execution and: 
`tf.data.TFRecordDataset(path)`
2023-09-28 07:55:59,123 start search
2023-09-28 07:56:02,075 Train 000, penalty loss -65.271095
2023-09-28 07:56:02,075 Constraint: 1000.000000
2023-09-28 07:56:02,076 TEST ERROR: 0.164, 0.160, 0.164 | VALID ERROR: 0.166, 0.159, 0.167 | RUNTIME: 734.977051, 732.700012, 733.009033 | PARAMS: 2793866, 2793866, 2793866
2023-09-28 07:56:20,925 Train 010, penalty loss 47.023140
2023-09-28 07:56:20,928 Constraint: 428.276099
2023-09-28 07:56:20,930 TEST ERROR: 0.068, 0.067, 0.067 | VALID ERROR: 0.062, 0.062, 0.059 | RUNTIME: 1386.105957, 1387.382080, 1391.302002 | PARAMS: 11051402, 11051402, 11051402
2023-09-28 07:56:38,921 final evaluation
2023-09-28 07:56:38,923 TEST ERROR: 0.068, 0.067, 0.067 | VALID ERROR: 0.062, 0.062, 0.059 | RUNTIME: 1386.105957, 1387.382080, 1391.302002 | PARAMS: 11051402, 11051402, 11051402
