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scpnet+coco.txt
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scpnet+coco.txt
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2022-07-17 15:51:40,685 [INFO] Epoch [0/60], Step [000/642], LR 1.2e-06, Loss: 13286.5
2022-07-17 15:53:22,741 [INFO] Epoch [0/60], Step [100/642], LR 1.2e-06, Loss: 1132.3
2022-07-17 15:55:04,475 [INFO] Epoch [0/60], Step [200/642], LR 1.2e-06, Loss: 1030.5
2022-07-17 15:56:47,055 [INFO] Epoch [0/60], Step [300/642], LR 1.3e-06, Loss: 1008.7
2022-07-17 15:58:29,322 [INFO] Epoch [0/60], Step [400/642], LR 1.3e-06, Loss: 630.1
2022-07-17 16:00:12,686 [INFO] Epoch [0/60], Step [500/642], LR 1.4e-06, Loss: 847.4
2022-07-17 16:01:56,180 [INFO] Epoch [0/60], Step [600/642], LR 1.4e-06, Loss: 962.7
2022-07-17 16:02:36,957 [INFO] Start validation...
2022-07-17 16:04:13,632 [INFO] mAP score regular 28.42, mAP score EMA 44.89
2022-07-17 16:04:16,156 [INFO] current_mAP = 44.89, highest_mAP = 44.89, best_epoch=0
2022-07-17 16:04:16,156 [INFO] Save text embeddings done
2022-07-17 16:04:25,360 [INFO] Epoch [1/60], Step [000/642], LR 1.5e-06, Loss: 3451.4
2022-07-17 16:06:10,475 [INFO] Epoch [1/60], Step [100/642], LR 1.6e-06, Loss: 946.1
2022-07-17 16:07:54,265 [INFO] Epoch [1/60], Step [200/642], LR 1.7e-06, Loss: 964.6
2022-07-17 16:09:37,637 [INFO] Epoch [1/60], Step [300/642], LR 1.8e-06, Loss: 976.3
2022-07-17 16:11:21,822 [INFO] Epoch [1/60], Step [400/642], LR 1.9e-06, Loss: 973.7
2022-07-17 16:13:04,875 [INFO] Epoch [1/60], Step [500/642], LR 2.1e-06, Loss: 960.4
2022-07-17 16:14:48,458 [INFO] Epoch [1/60], Step [600/642], LR 2.2e-06, Loss: 915.2
2022-07-17 16:15:29,918 [INFO] Start validation...
2022-07-17 16:17:05,892 [INFO] mAP score regular 38.98, mAP score EMA 41.81
2022-07-17 16:17:05,922 [INFO] current_mAP = 41.81, highest_mAP = 44.89, best_epoch=0
2022-07-17 16:17:05,922 [INFO] Save text embeddings done
2022-07-17 16:17:17,145 [INFO] Epoch [2/60], Step [000/642], LR 2.3e-06, Loss: 978.1
2022-07-17 16:19:00,247 [INFO] Epoch [2/60], Step [100/642], LR 2.5e-06, Loss: 954.2
2022-07-17 16:20:43,878 [INFO] Epoch [2/60], Step [200/642], LR 2.7e-06, Loss: 954.1
2022-07-17 16:22:28,571 [INFO] Epoch [2/60], Step [300/642], LR 2.9e-06, Loss: 928.4
2022-07-17 16:24:12,222 [INFO] Epoch [2/60], Step [400/642], LR 3.1e-06, Loss: 921.7
2022-07-17 16:25:55,386 [INFO] Epoch [2/60], Step [500/642], LR 3.3e-06, Loss: 907.2
2022-07-17 16:27:38,450 [INFO] Epoch [2/60], Step [600/642], LR 3.5e-06, Loss: 920.4
2022-07-17 16:28:19,890 [INFO] Start validation...
2022-07-17 16:29:56,955 [INFO] mAP score regular 54.01, mAP score EMA 41.98
2022-07-17 16:30:05,007 [INFO] current_mAP = 54.01, highest_mAP = 54.01, best_epoch=2
2022-07-17 16:30:05,007 [INFO] Save text embeddings done
2022-07-17 16:30:16,473 [INFO] Epoch [3/60], Step [000/642], LR 3.6e-06, Loss: 887.5
2022-07-17 16:31:59,093 [INFO] Epoch [3/60], Step [100/642], LR 3.9e-06, Loss: 876.4
2022-07-17 16:33:42,022 [INFO] Epoch [3/60], Step [200/642], LR 4.1e-06, Loss: 889.5
2022-07-17 16:35:25,202 [INFO] Epoch [3/60], Step [300/642], LR 4.4e-06, Loss: 878.5
2022-07-17 16:37:09,456 [INFO] Epoch [3/60], Step [400/642], LR 4.7e-06, Loss: 832.1
2022-07-17 16:38:53,582 [INFO] Epoch [3/60], Step [500/642], LR 5.0e-06, Loss: 842.4
2022-07-17 16:40:37,047 [INFO] Epoch [3/60], Step [600/642], LR 5.3e-06, Loss: 858.2
2022-07-17 16:41:18,475 [INFO] Start validation...
2022-07-17 16:42:51,412 [INFO] mAP score regular 61.35, mAP score EMA 45.21
2022-07-17 16:42:59,220 [INFO] current_mAP = 61.35, highest_mAP = 61.35, best_epoch=3
2022-07-17 16:42:59,221 [INFO] Save text embeddings done
2022-07-17 16:43:08,551 [INFO] Epoch [4/60], Step [000/642], LR 5.4e-06, Loss: 864.4
2022-07-17 16:44:51,657 [INFO] Epoch [4/60], Step [100/642], LR 5.7e-06, Loss: 818.5
2022-07-17 16:46:35,568 [INFO] Epoch [4/60], Step [200/642], LR 6.1e-06, Loss: 841.1
2022-07-17 16:48:19,479 [INFO] Epoch [4/60], Step [300/642], LR 6.4e-06, Loss: 802.2
2022-07-17 16:50:03,433 [INFO] Epoch [4/60], Step [400/642], LR 6.7e-06, Loss: 807.5
2022-07-17 16:51:46,536 [INFO] Epoch [4/60], Step [500/642], LR 7.1e-06, Loss: 796.9
2022-07-17 16:53:29,551 [INFO] Epoch [4/60], Step [600/642], LR 7.5e-06, Loss: 792.0
2022-07-17 16:54:10,788 [INFO] Start validation...
2022-07-17 16:55:43,037 [INFO] mAP score regular 65.80, mAP score EMA 50.40
2022-07-17 16:55:51,001 [INFO] current_mAP = 65.80, highest_mAP = 65.80, best_epoch=4
2022-07-17 16:55:51,002 [INFO] Save text embeddings done
2022-07-17 16:56:01,866 [INFO] Epoch [5/60], Step [000/642], LR 7.6e-06, Loss: 803.1
2022-07-17 16:57:44,888 [INFO] Epoch [5/60], Step [100/642], LR 8.0e-06, Loss: 756.4
2022-07-17 16:59:28,773 [INFO] Epoch [5/60], Step [200/642], LR 8.4e-06, Loss: 749.1
2022-07-17 17:01:12,349 [INFO] Epoch [5/60], Step [300/642], LR 8.7e-06, Loss: 735.2
2022-07-17 17:02:55,653 [INFO] Epoch [5/60], Step [400/642], LR 9.1e-06, Loss: 728.2
2022-07-17 17:04:39,685 [INFO] Epoch [5/60], Step [500/642], LR 9.5e-06, Loss: 711.2
2022-07-17 17:06:24,157 [INFO] Epoch [5/60], Step [600/642], LR 9.9e-06, Loss: 692.8
2022-07-17 17:07:05,441 [INFO] Start validation...
2022-07-17 17:08:38,475 [INFO] mAP score regular 69.56, mAP score EMA 56.27
2022-07-17 17:08:46,013 [INFO] current_mAP = 69.56, highest_mAP = 69.56, best_epoch=5
2022-07-17 17:08:46,013 [INFO] Save text embeddings done
2022-07-17 17:08:53,237 [INFO] Epoch [6/60], Step [000/642], LR 1.0e-05, Loss: 722.1
2022-07-17 17:10:36,298 [INFO] Epoch [6/60], Step [100/642], LR 1.1e-05, Loss: 654.5
2022-07-17 17:12:20,620 [INFO] Epoch [6/60], Step [200/642], LR 1.1e-05, Loss: 662.9
2022-07-17 17:14:03,871 [INFO] Epoch [6/60], Step [300/642], LR 1.1e-05, Loss: 652.4
2022-07-17 17:15:46,665 [INFO] Epoch [6/60], Step [400/642], LR 1.2e-05, Loss: 654.8
2022-07-17 17:17:30,040 [INFO] Epoch [6/60], Step [500/642], LR 1.2e-05, Loss: 666.1
2022-07-17 17:19:12,738 [INFO] Epoch [6/60], Step [600/642], LR 1.3e-05, Loss: 672.6
2022-07-17 17:19:53,822 [INFO] Start validation...
2022-07-17 17:21:23,980 [INFO] mAP score regular 71.25, mAP score EMA 61.50
2022-07-17 17:21:32,028 [INFO] current_mAP = 71.25, highest_mAP = 71.25, best_epoch=6
2022-07-17 17:21:32,029 [INFO] Save text embeddings done
2022-07-17 17:21:42,003 [INFO] Epoch [7/60], Step [000/642], LR 1.3e-05, Loss: 664.5
2022-07-17 17:23:24,433 [INFO] Epoch [7/60], Step [100/642], LR 1.3e-05, Loss: 670.3
2022-07-17 17:25:08,126 [INFO] Epoch [7/60], Step [200/642], LR 1.4e-05, Loss: 659.0
2022-07-17 17:26:51,416 [INFO] Epoch [7/60], Step [300/642], LR 1.4e-05, Loss: 662.2
2022-07-17 17:28:35,512 [INFO] Epoch [7/60], Step [400/642], LR 1.5e-05, Loss: 657.5
2022-07-17 17:30:19,108 [INFO] Epoch [7/60], Step [500/642], LR 1.5e-05, Loss: 637.7
2022-07-17 17:32:01,520 [INFO] Epoch [7/60], Step [600/642], LR 1.5e-05, Loss: 666.3
2022-07-17 17:32:42,955 [INFO] Start validation...
2022-07-17 17:34:15,117 [INFO] mAP score regular 72.35, mAP score EMA 65.64
2022-07-17 17:34:22,499 [INFO] current_mAP = 72.35, highest_mAP = 72.35, best_epoch=7
2022-07-17 17:34:22,500 [INFO] Save text embeddings done
2022-07-17 17:34:29,495 [INFO] Epoch [8/60], Step [000/642], LR 1.6e-05, Loss: 665.7
2022-07-17 17:36:13,136 [INFO] Epoch [8/60], Step [100/642], LR 1.6e-05, Loss: 662.4
2022-07-17 17:37:55,668 [INFO] Epoch [8/60], Step [200/642], LR 1.6e-05, Loss: 655.5
2022-07-17 17:39:38,771 [INFO] Epoch [8/60], Step [300/642], LR 1.7e-05, Loss: 663.2
2022-07-17 17:41:22,314 [INFO] Epoch [8/60], Step [400/642], LR 1.7e-05, Loss: 642.0
2022-07-17 17:43:05,360 [INFO] Epoch [8/60], Step [500/642], LR 1.8e-05, Loss: 645.0
2022-07-17 17:44:48,373 [INFO] Epoch [8/60], Step [600/642], LR 1.8e-05, Loss: 684.7
2022-07-17 17:45:29,895 [INFO] Start validation...
2022-07-17 17:47:01,768 [INFO] mAP score regular 71.84, mAP score EMA 68.70
2022-07-17 17:47:01,790 [INFO] current_mAP = 71.84, highest_mAP = 72.35, best_epoch=7
2022-07-17 17:47:01,790 [INFO] Save text embeddings done
2022-07-17 17:47:08,673 [INFO] Epoch [9/60], Step [000/642], LR 1.8e-05, Loss: 627.2
2022-07-17 17:48:50,724 [INFO] Epoch [9/60], Step [100/642], LR 1.9e-05, Loss: 645.3
2022-07-17 17:50:34,738 [INFO] Epoch [9/60], Step [200/642], LR 1.9e-05, Loss: 638.1
2022-07-17 17:52:17,310 [INFO] Epoch [9/60], Step [300/642], LR 2.0e-05, Loss: 662.6
2022-07-17 17:53:59,213 [INFO] Epoch [9/60], Step [400/642], LR 2.0e-05, Loss: 611.6
2022-07-17 17:55:41,656 [INFO] Epoch [9/60], Step [500/642], LR 2.1e-05, Loss: 648.7
2022-07-17 17:57:24,063 [INFO] Epoch [9/60], Step [600/642], LR 2.1e-05, Loss: 662.5
2022-07-17 17:58:05,332 [INFO] Start validation...
2022-07-17 17:59:33,008 [INFO] mAP score regular 72.28, mAP score EMA 70.95
2022-07-17 17:59:33,027 [INFO] current_mAP = 72.28, highest_mAP = 72.35, best_epoch=7
2022-07-17 17:59:33,027 [INFO] Save text embeddings done
2022-07-17 17:59:40,885 [INFO] Epoch [10/60], Step [000/642], LR 2.1e-05, Loss: 629.6
2022-07-17 18:01:23,674 [INFO] Epoch [10/60], Step [100/642], LR 2.2e-05, Loss: 628.5
2022-07-17 18:03:06,082 [INFO] Epoch [10/60], Step [200/642], LR 2.2e-05, Loss: 656.5
2022-07-17 18:04:48,816 [INFO] Epoch [10/60], Step [300/642], LR 2.2e-05, Loss: 644.5
2022-07-17 18:06:32,578 [INFO] Epoch [10/60], Step [400/642], LR 2.3e-05, Loss: 623.7
2022-07-17 18:08:15,731 [INFO] Epoch [10/60], Step [500/642], LR 2.3e-05, Loss: 651.2
2022-07-17 18:09:58,153 [INFO] Epoch [10/60], Step [600/642], LR 2.3e-05, Loss: 646.6
2022-07-17 18:10:39,446 [INFO] Start validation...
2022-07-17 18:12:10,610 [INFO] mAP score regular 72.85, mAP score EMA 72.60
2022-07-17 18:12:18,127 [INFO] current_mAP = 72.85, highest_mAP = 72.85, best_epoch=10
2022-07-17 18:12:18,127 [INFO] Save text embeddings done
2022-07-17 18:12:25,880 [INFO] Epoch [11/60], Step [000/642], LR 2.4e-05, Loss: 637.2
2022-07-17 18:14:09,057 [INFO] Epoch [11/60], Step [100/642], LR 2.4e-05, Loss: 623.2
2022-07-17 18:15:52,046 [INFO] Epoch [11/60], Step [200/642], LR 2.4e-05, Loss: 610.6
2022-07-17 18:17:35,624 [INFO] Epoch [11/60], Step [300/642], LR 2.5e-05, Loss: 624.1
2022-07-17 18:19:19,581 [INFO] Epoch [11/60], Step [400/642], LR 2.5e-05, Loss: 615.6
2022-07-17 18:21:03,305 [INFO] Epoch [11/60], Step [500/642], LR 2.5e-05, Loss: 627.8
2022-07-17 18:22:46,519 [INFO] Epoch [11/60], Step [600/642], LR 2.6e-05, Loss: 644.7
2022-07-17 18:23:27,759 [INFO] Start validation...
2022-07-17 18:25:01,510 [INFO] mAP score regular 72.48, mAP score EMA 73.83
2022-07-17 18:25:09,083 [INFO] current_mAP = 73.83, highest_mAP = 73.83, best_epoch=11
2022-07-17 18:25:09,084 [INFO] Save text embeddings done
2022-07-17 18:25:18,691 [INFO] Epoch [12/60], Step [000/642], LR 2.6e-05, Loss: 635.7
2022-07-17 18:27:02,516 [INFO] Epoch [12/60], Step [100/642], LR 2.6e-05, Loss: 630.8
2022-07-17 18:28:45,784 [INFO] Epoch [12/60], Step [200/642], LR 2.6e-05, Loss: 623.5
2022-07-17 18:30:28,908 [INFO] Epoch [12/60], Step [300/642], LR 2.7e-05, Loss: 619.5
2022-07-17 18:32:11,842 [INFO] Epoch [12/60], Step [400/642], LR 2.7e-05, Loss: 630.5
2022-07-17 18:33:55,056 [INFO] Epoch [12/60], Step [500/642], LR 2.7e-05, Loss: 600.1
2022-07-17 18:35:39,971 [INFO] Epoch [12/60], Step [600/642], LR 2.7e-05, Loss: 649.8
2022-07-17 18:36:21,413 [INFO] Start validation...
2022-07-17 18:37:55,776 [INFO] mAP score regular 71.86, mAP score EMA 74.67
2022-07-17 18:38:03,296 [INFO] current_mAP = 74.67, highest_mAP = 74.67, best_epoch=12
2022-07-17 18:38:03,297 [INFO] Save text embeddings done
2022-07-17 18:38:11,348 [INFO] Epoch [13/60], Step [000/642], LR 2.8e-05, Loss: 608.0
2022-07-17 18:39:54,589 [INFO] Epoch [13/60], Step [100/642], LR 2.8e-05, Loss: 628.6
2022-07-17 18:41:37,798 [INFO] Epoch [13/60], Step [200/642], LR 2.8e-05, Loss: 619.4
2022-07-17 18:43:21,140 [INFO] Epoch [13/60], Step [300/642], LR 2.8e-05, Loss: 637.7
2022-07-17 18:45:04,141 [INFO] Epoch [13/60], Step [400/642], LR 2.8e-05, Loss: 632.4
2022-07-17 18:46:47,602 [INFO] Epoch [13/60], Step [500/642], LR 2.9e-05, Loss: 658.2
2022-07-17 18:48:30,967 [INFO] Epoch [13/60], Step [600/642], LR 2.9e-05, Loss: 610.7
2022-07-17 18:49:11,892 [INFO] Start validation...
2022-07-17 18:50:45,710 [INFO] mAP score regular 72.37, mAP score EMA 75.25
2022-07-17 18:50:54,315 [INFO] current_mAP = 75.25, highest_mAP = 75.25, best_epoch=13
2022-07-17 18:50:54,315 [INFO] Save text embeddings done
2022-07-17 18:51:02,755 [INFO] Epoch [14/60], Step [000/642], LR 2.9e-05, Loss: 594.0
2022-07-17 18:52:46,716 [INFO] Epoch [14/60], Step [100/642], LR 2.9e-05, Loss: 601.3
2022-07-17 18:54:30,099 [INFO] Epoch [14/60], Step [200/642], LR 2.9e-05, Loss: 607.4
2022-07-17 18:56:13,470 [INFO] Epoch [14/60], Step [300/642], LR 2.9e-05, Loss: 636.7
2022-07-17 18:57:56,986 [INFO] Epoch [14/60], Step [400/642], LR 2.9e-05, Loss: 602.9
2022-07-17 18:59:39,555 [INFO] Epoch [14/60], Step [500/642], LR 3.0e-05, Loss: 601.4
2022-07-17 19:01:23,459 [INFO] Epoch [14/60], Step [600/642], LR 3.0e-05, Loss: 595.6
2022-07-17 19:02:04,815 [INFO] Start validation...
2022-07-17 19:03:41,072 [INFO] mAP score regular 70.73, mAP score EMA 75.68
2022-07-17 19:03:48,854 [INFO] current_mAP = 75.68, highest_mAP = 75.68, best_epoch=14
2022-07-17 19:03:48,863 [INFO] Save text embeddings done
2022-07-17 19:03:58,047 [INFO] Epoch [15/60], Step [000/642], LR 3.0e-05, Loss: 649.3
2022-07-17 19:05:40,735 [INFO] Epoch [15/60], Step [100/642], LR 3.0e-05, Loss: 634.9
2022-07-17 19:07:24,967 [INFO] Epoch [15/60], Step [200/642], LR 3.0e-05, Loss: 615.0
2022-07-17 19:09:09,782 [INFO] Epoch [15/60], Step [300/642], LR 3.0e-05, Loss: 596.5
2022-07-17 19:10:53,226 [INFO] Epoch [15/60], Step [400/642], LR 3.0e-05, Loss: 627.1
2022-07-17 19:12:36,561 [INFO] Epoch [15/60], Step [500/642], LR 3.0e-05, Loss: 640.2
2022-07-17 19:14:19,818 [INFO] Epoch [15/60], Step [600/642], LR 3.0e-05, Loss: 599.0
2022-07-17 19:15:01,235 [INFO] Start validation...
2022-07-17 19:16:35,357 [INFO] mAP score regular 71.33, mAP score EMA 76.00
2022-07-17 19:16:45,918 [INFO] current_mAP = 76.00, highest_mAP = 76.00, best_epoch=15
2022-07-17 19:16:45,918 [INFO] Save text embeddings done
2022-07-17 19:16:57,307 [INFO] Epoch [16/60], Step [000/642], LR 3.0e-05, Loss: 591.5
2022-07-17 19:18:39,963 [INFO] Epoch [16/60], Step [100/642], LR 3.0e-05, Loss: 600.0
2022-07-17 19:20:23,570 [INFO] Epoch [16/60], Step [200/642], LR 3.0e-05, Loss: 583.3
2022-07-17 19:22:07,824 [INFO] Epoch [16/60], Step [300/642], LR 3.0e-05, Loss: 600.7
2022-07-17 19:23:51,911 [INFO] Epoch [16/60], Step [400/642], LR 3.0e-05, Loss: 605.3
2022-07-17 19:25:34,761 [INFO] Epoch [16/60], Step [500/642], LR 3.0e-05, Loss: 578.8
2022-07-17 19:27:17,418 [INFO] Epoch [16/60], Step [600/642], LR 3.0e-05, Loss: 627.3
2022-07-17 19:27:58,323 [INFO] Start validation...
2022-07-17 19:29:31,542 [INFO] mAP score regular 70.97, mAP score EMA 76.25
2022-07-17 19:29:42,388 [INFO] current_mAP = 76.25, highest_mAP = 76.25, best_epoch=16
2022-07-17 19:29:42,388 [INFO] Save text embeddings done
2022-07-17 19:29:51,810 [INFO] Epoch [17/60], Step [000/642], LR 3.0e-05, Loss: 624.3
2022-07-17 19:31:36,236 [INFO] Epoch [17/60], Step [100/642], LR 3.0e-05, Loss: 588.3
2022-07-17 19:33:19,494 [INFO] Epoch [17/60], Step [200/642], LR 3.0e-05, Loss: 610.9
2022-07-17 19:35:03,244 [INFO] Epoch [17/60], Step [300/642], LR 3.0e-05, Loss: 573.2
2022-07-17 19:36:46,556 [INFO] Epoch [17/60], Step [400/642], LR 3.0e-05, Loss: 612.2
2022-07-17 19:38:28,978 [INFO] Epoch [17/60], Step [500/642], LR 3.0e-05, Loss: 575.3
2022-07-17 19:40:12,017 [INFO] Epoch [17/60], Step [600/642], LR 3.0e-05, Loss: 602.0
2022-07-17 19:40:53,048 [INFO] Start validation...
2022-07-17 19:42:25,563 [INFO] mAP score regular 72.18, mAP score EMA 76.37
2022-07-17 19:42:33,121 [INFO] current_mAP = 76.37, highest_mAP = 76.37, best_epoch=17
2022-07-17 19:42:33,121 [INFO] Save text embeddings done
2022-07-17 19:42:42,420 [INFO] Epoch [18/60], Step [000/642], LR 3.0e-05, Loss: 607.2
2022-07-17 19:44:24,861 [INFO] Epoch [18/60], Step [100/642], LR 3.0e-05, Loss: 579.3
2022-07-17 19:46:08,403 [INFO] Epoch [18/60], Step [200/642], LR 3.0e-05, Loss: 570.6
2022-07-17 19:47:52,526 [INFO] Epoch [18/60], Step [300/642], LR 3.0e-05, Loss: 604.3
2022-07-17 19:49:35,492 [INFO] Epoch [18/60], Step [400/642], LR 3.0e-05, Loss: 602.7
2022-07-17 19:51:18,619 [INFO] Epoch [18/60], Step [500/642], LR 3.0e-05, Loss: 577.4
2022-07-17 19:53:01,579 [INFO] Epoch [18/60], Step [600/642], LR 3.0e-05, Loss: 603.9
2022-07-17 19:53:42,746 [INFO] Start validation...
2022-07-17 19:55:16,569 [INFO] mAP score regular 71.23, mAP score EMA 76.42
2022-07-17 19:55:24,451 [INFO] current_mAP = 76.42, highest_mAP = 76.42, best_epoch=18
2022-07-17 19:55:24,451 [INFO] Save text embeddings done
2022-07-17 19:55:34,927 [INFO] Epoch [19/60], Step [000/642], LR 3.0e-05, Loss: 590.6
2022-07-17 19:57:18,542 [INFO] Epoch [19/60], Step [100/642], LR 3.0e-05, Loss: 614.3
2022-07-17 19:59:01,698 [INFO] Epoch [19/60], Step [200/642], LR 3.0e-05, Loss: 578.7
2022-07-17 20:00:45,131 [INFO] Epoch [19/60], Step [300/642], LR 3.0e-05, Loss: 611.3
2022-07-17 20:02:27,317 [INFO] Epoch [19/60], Step [400/642], LR 3.0e-05, Loss: 608.8
2022-07-17 20:04:09,765 [INFO] Epoch [19/60], Step [500/642], LR 3.0e-05, Loss: 614.6
2022-07-17 20:05:52,692 [INFO] Epoch [19/60], Step [600/642], LR 3.0e-05, Loss: 607.6
2022-07-17 20:06:33,787 [INFO] Start validation...
2022-07-17 20:08:05,728 [INFO] mAP score regular 70.85, mAP score EMA 76.35
2022-07-17 20:08:05,748 [INFO] current_mAP = 76.35, highest_mAP = 76.42, best_epoch=18
2022-07-17 20:08:05,749 [INFO] Save text embeddings done
2022-07-17 20:08:15,606 [INFO] Epoch [20/60], Step [000/642], LR 3.0e-05, Loss: 591.2
2022-07-17 20:09:57,967 [INFO] Epoch [20/60], Step [100/642], LR 3.0e-05, Loss: 590.8
2022-07-17 20:11:40,405 [INFO] Epoch [20/60], Step [200/642], LR 3.0e-05, Loss: 598.5
2022-07-17 20:13:23,257 [INFO] Epoch [20/60], Step [300/642], LR 3.0e-05, Loss: 579.0
2022-07-17 20:15:06,258 [INFO] Epoch [20/60], Step [400/642], LR 3.0e-05, Loss: 583.9
2022-07-17 20:16:47,969 [INFO] Epoch [20/60], Step [500/642], LR 3.0e-05, Loss: 599.2
2022-07-17 20:18:30,394 [INFO] Epoch [20/60], Step [600/642], LR 3.0e-05, Loss: 568.2
2022-07-17 20:19:11,417 [INFO] Start validation...
2022-07-17 20:20:42,805 [INFO] mAP score regular 71.09, mAP score EMA 76.25
2022-07-17 20:20:42,826 [INFO] current_mAP = 76.25, highest_mAP = 76.42, best_epoch=18
2022-07-17 20:20:42,826 [INFO] Save text embeddings done
2022-07-17 20:20:53,384 [INFO] Epoch [21/60], Step [000/642], LR 3.0e-05, Loss: 572.4
2022-07-17 20:22:37,802 [INFO] Epoch [21/60], Step [100/642], LR 3.0e-05, Loss: 599.3
2022-07-17 20:24:20,758 [INFO] Epoch [21/60], Step [200/642], LR 2.9e-05, Loss: 557.3
2022-07-17 20:26:04,039 [INFO] Epoch [21/60], Step [300/642], LR 2.9e-05, Loss: 571.6
2022-07-17 20:27:46,721 [INFO] Epoch [21/60], Step [400/642], LR 2.9e-05, Loss: 619.8
2022-07-17 20:29:29,281 [INFO] Epoch [21/60], Step [500/642], LR 2.9e-05, Loss: 584.9
2022-07-17 20:31:12,229 [INFO] Epoch [21/60], Step [600/642], LR 2.9e-05, Loss: 579.1
2022-07-17 20:31:53,816 [INFO] Start validation...
2022-07-17 20:33:25,354 [INFO] mAP score regular 70.88, mAP score EMA 76.12
2022-07-17 20:33:25,371 [INFO] current_mAP = 76.12, highest_mAP = 76.42, best_epoch=18
2022-07-17 20:33:25,372 [INFO] Save text embeddings done
2022-07-17 20:33:34,224 [INFO] Epoch [22/60], Step [000/642], LR 2.9e-05, Loss: 596.8
2022-07-17 20:35:18,091 [INFO] Epoch [22/60], Step [100/642], LR 2.9e-05, Loss: 577.1
2022-07-17 20:37:00,832 [INFO] Epoch [22/60], Step [200/642], LR 2.9e-05, Loss: 561.4
2022-07-17 20:38:43,381 [INFO] Epoch [22/60], Step [300/642], LR 2.9e-05, Loss: 591.5
2022-07-17 20:40:26,419 [INFO] Epoch [22/60], Step [400/642], LR 2.9e-05, Loss: 583.0
2022-07-17 20:42:09,171 [INFO] Epoch [22/60], Step [500/642], LR 2.9e-05, Loss: 576.2
2022-07-17 20:43:51,747 [INFO] Epoch [22/60], Step [600/642], LR 2.9e-05, Loss: 606.0
2022-07-17 20:44:32,859 [INFO] Start validation...
2022-07-17 20:46:04,609 [INFO] mAP score regular 70.46, mAP score EMA 75.94
2022-07-17 20:46:04,629 [INFO] current_mAP = 75.94, highest_mAP = 76.42, best_epoch=18
2022-07-17 20:46:04,630 [INFO] Save text embeddings done
2022-07-17 20:46:11,990 [INFO] Epoch [23/60], Step [000/642], LR 2.9e-05, Loss: 590.1
2022-07-17 20:47:57,088 [INFO] Epoch [23/60], Step [100/642], LR 2.9e-05, Loss: 570.9
2022-07-17 20:49:39,436 [INFO] Epoch [23/60], Step [200/642], LR 2.9e-05, Loss: 573.8
2022-07-17 20:51:22,581 [INFO] Epoch [23/60], Step [300/642], LR 2.9e-05, Loss: 568.8
2022-07-17 20:53:05,325 [INFO] Epoch [23/60], Step [400/642], LR 2.9e-05, Loss: 614.1
2022-07-17 20:54:47,585 [INFO] Epoch [23/60], Step [500/642], LR 2.9e-05, Loss: 557.5
2022-07-17 20:56:30,310 [INFO] Epoch [23/60], Step [600/642], LR 2.9e-05, Loss: 569.7
2022-07-17 20:57:11,431 [INFO] Start validation...