2023-09-28 07:29:12,247 gpu device = 0
2023-09-28 07:29:12,248 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-S4', search_space='1', seed=4, steps=20)
2023-09-28 07:29:14,546 param size = 1.101402MB
2023-09-28 07:29:15,644 loading data from nasbench
2023-09-28 07:29:15,646 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 07:31:31,916 start search
2023-09-28 07:31:34,512 Train 000, penalty loss -25.344704
2023-09-28 07:31:34,512 Constraint: 1000.000000
2023-09-28 07:31:34,517 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 07:31:50,256 Train 010, penalty loss 156.592957
2023-09-28 07:31:50,257 Constraint: 568.573354
2023-09-28 07:31:50,260 TEST ERROR: 0.067, 0.074, 0.065 | VALID ERROR: 0.056, 0.070, 0.060 | RUNTIME: 1835.463989, 1836.457031, 1838.633057 | PARAMS: 12962698, 12962698, 12962698
2023-09-28 07:32:04,606 final evaluation
2023-09-28 07:32:04,610 TEST ERROR: 0.068, 0.072, 0.062 | VALID ERROR: 0.064, 0.067, 0.058 | RUNTIME: 2044.052979, 2043.171997, 2044.110107 | PARAMS: 11925130, 11925130, 11925130
2023-09-28 07:44:13,608 gpu device = 0
2023-09-28 07:44:13,608 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-S4', search_space='2', seed=4, steps=20)
2023-09-28 07:44:15,869 param size = 1.101402MB
2023-09-28 07:44:16,977 loading data from nasbench
2023-09-28 07:44:16,978 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 07:46:31,911 start search
2023-09-28 07:46:34,552 Train 000, penalty loss -40.525585
2023-09-28 07:46:34,553 Constraint: 1000.000000
2023-09-28 07:46:34,558 TEST ERROR: 0.075, 0.069, 0.070 | VALID ERROR: 0.065, 0.064, 0.064 | RUNTIME: 1693.649902, 1692.148926, 1693.917969 | PARAMS: 4602890, 4602890, 4602890
2023-09-28 07:46:50,731 Train 010, penalty loss 8.402306
2023-09-28 07:46:50,733 Constraint: 391.743261
2023-09-28 07:46:50,737 TEST ERROR: 0.207, 0.199, 0.204 | VALID ERROR: 0.205, 0.197, 0.199 | RUNTIME: 849.780029, 845.526001, 845.515015 | PARAMS: 1058845, 1058845, 1058845
2023-09-28 07:47:05,526 final evaluation
2023-09-28 07:47:05,532 TEST ERROR: 0.076, 0.075, 0.076 | VALID ERROR: 0.070, 0.068, 0.070 | RUNTIME: 1108.469971, 1105.465088, 1107.406982 | PARAMS: 2259767, 2259767, 2259767
2023-09-28 08:00:00,748 gpu device = 0
2023-09-28 08:00:00,748 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-S4', search_space='3', seed=4, steps=20)
2023-09-28 08:00:03,076 param size = 1.509594MB
2023-09-28 08:00:04,225 loading data from nasbench
2023-09-28 08:00:04,226 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 08:02:18,046 start search
2023-09-28 08:02:21,077 Train 000, penalty loss 79.582855
2023-09-28 08:02:21,078 Constraint: 1000.000000
2023-09-28 08:02:21,083 TEST ERROR: 0.113, 0.115, 0.113 | VALID ERROR: 0.108, 0.107, 0.108 | RUNTIME: 1216.860962, 1216.136963, 1214.624023 | PARAMS: 1580170, 1580170, 1580170
2023-09-28 08:02:41,085 Train 010, penalty loss -1.025757
2023-09-28 08:02:41,087 Constraint: 445.986094
2023-09-28 08:02:41,090 TEST ERROR: 0.119, 0.128, 0.125 | VALID ERROR: 0.113, 0.128, 0.114 | RUNTIME: 1877.301025, 1879.460938, 1881.511963 | PARAMS: 5742730, 5742730, 5742730
2023-09-28 08:02:59,499 final evaluation
2023-09-28 08:02:59,501 TEST ERROR: 0.074, 0.068, 0.068 | VALID ERROR: 0.071, 0.062, 0.064 | RUNTIME: 2261.562012, 2260.436035, 2259.608887 | PARAMS: 12962698, 12962698, 12962698
