Created
January 17, 2019 19:31
-
-
Save dichotomies/5875ba3427a8eeb42b206b396d6820bb to your computer and use it in GitHub Desktop.
cars log for istvan
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
NOTE: "nb_classes" is set automatically now in training; hence, ignore it as parameter. | |
2019-01-17 12:43:53,439 Training parameters: {'dataset': 'cars', 'sz_embedding': 64, 'nb_classes': 100, 'sz_batch': 32, 'lr_embedding': 1e-05, 'lr_inception': 0.001, 'lr_proxynca': 0.001, 'weight_decay': 0.0005, 'epsilon': 0.01, 'gamma': 0.1, 'nb_epochs': 20, 'log_filename': 'cars-scalenorm', 'gpu_id': 1, 'nb_workers': 16} | |
2019-01-17 12:43:53,440 Training for 20 epochs. | |
2019-01-17 12:43:53,440 **Evaluating initial model...** | |
2019-01-17 12:44:26,258 NMI: 33.773 | |
2019-01-17 12:44:31,517 R@1 : 28.754 | |
2019-01-17 12:44:31,729 R@2 : 39.208 | |
2019-01-17 12:44:31,937 R@4 : 51.273 | |
2019-01-17 12:44:32,152 R@8 : 64.346 | |
2019-01-17 12:45:23,659 Epoch: 1, loss: 3.186, time (seconds): 51.51. | |
2019-01-17 12:45:23,666 **Evaluating...** | |
2019-01-17 12:45:53,912 NMI: 45.384 | |
2019-01-17 12:45:59,453 R@1 : 44.755 | |
2019-01-17 12:45:59,668 R@2 : 56.438 | |
2019-01-17 12:45:59,890 R@4 : 67.359 | |
2019-01-17 12:46:00,108 R@8 : 77.457 | |
2019-01-17 12:46:54,061 Epoch: 2, loss: 1.911, time (seconds): 53.95. | |
2019-01-17 12:46:54,063 **Evaluating...** | |
2019-01-17 12:47:22,964 NMI: 51.277 | |
2019-01-17 12:47:28,186 R@1 : 57.385 | |
2019-01-17 12:47:28,402 R@2 : 68.798 | |
2019-01-17 12:47:28,625 R@4 : 78.305 | |
2019-01-17 12:47:28,851 R@8 : 85.611 | |
2019-01-17 12:48:22,972 Epoch: 3, loss: 1.130, time (seconds): 54.12. | |
2019-01-17 12:48:22,974 **Evaluating...** | |
2019-01-17 12:48:52,838 NMI: 51.345 | |
2019-01-17 12:48:58,906 R@1 : 57.385 | |
2019-01-17 12:48:59,190 R@2 : 68.897 | |
2019-01-17 12:48:59,454 R@4 : 78.207 | |
2019-01-17 12:48:59,675 R@8 : 85.598 | |
2019-01-17 12:49:53,833 Epoch: 4, loss: 0.403, time (seconds): 54.16. | |
2019-01-17 12:49:53,835 **Evaluating...** | |
2019-01-17 12:50:23,092 NMI: 57.103 | |
2019-01-17 12:50:28,318 R@1 : 65.429 | |
2019-01-17 12:50:28,577 R@2 : 75.661 | |
2019-01-17 12:50:28,793 R@4 : 83.569 | |
2019-01-17 12:50:29,006 R@8 : 89.337 | |
2019-01-17 12:51:22,593 Epoch: 5, loss: 0.039, time (seconds): 53.59. | |
2019-01-17 12:51:22,601 **Evaluating...** | |
2019-01-17 12:51:53,043 NMI: 58.264 | |
2019-01-17 12:51:58,144 R@1 : 66.167 | |
2019-01-17 12:51:58,364 R@2 : 76.227 | |
2019-01-17 12:51:58,596 R@4 : 84.245 | |
2019-01-17 12:51:58,831 R@8 : 89.768 | |
2019-01-17 12:52:51,602 Epoch: 6, loss: -0.038, time (seconds): 52.77. | |
2019-01-17 12:52:51,604 **Evaluating...** | |
2019-01-17 12:53:21,160 NMI: 57.805 | |
2019-01-17 12:53:26,483 R@1 : 66.154 | |
2019-01-17 12:53:26,700 R@2 : 76.288 | |
2019-01-17 12:53:26,912 R@4 : 84.221 | |
2019-01-17 12:53:27,131 R@8 : 89.755 |
Sign up for free
to join this conversation on GitHub.
Already have an account?
Sign in to comment