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# Testing with single V100
[07/07 04:59:49] d2.data.dataset_mapper INFO: [DatasetMapper] Augmentations used in inference: [ResizeShortestEdge(short_edge_length=(800, 800), max_size=1333, sample_style='choice')]
[07/07 04:59:49] d2.data.common INFO: Serializing the dataset using: <class 'detectron2.data.common._TorchSerializedList'>
[07/07 04:59:49] d2.data.common INFO: Serializing 5000 elements to byte tensors and concatenating them all ...
[07/07 04:59:49] d2.data.common INFO: Serialized dataset takes 3.68 MiB
[07/07 04:59:51] d2.evaluation.evaluator INFO: Start inference on 5000 batches
[07/07 04:59:59] d2.evaluation.evaluator INFO: Inference done 1/5000. Dataloading: 0.2649 s/iter. Inference: 7.9538 s/iter. Eval: 0.1453 s/iter. Total: 8.3681 s/iter. ETA=11:37:11
[07/07 05:00:04] d2.evaluation.evaluator INFO: Inference done 12/5000. Dataloading: 0.0018 s/iter. Inference: 0.3490 s/iter. Eval: 0.1202 s/iter. Total: 0.4710 s/iter. ETA=0:39:09
[07/07 05:00:09] d2.evaluation.evaluator INFO: Inference done 23/5000. Dataloading: 0.0023 s/iter. Inference: 0.3588 s/iter. Eval: 0.1071 s/iter. Total: 0.4682 s/iter. ETA=0:38:50
[07/07 05:00:15] d2.evaluation.evaluator INFO: Inference done 34/5000. Dataloading: 0.0023 s/iter. Inference: 0.3579 s/iter. Eval: 0.1132 s/iter. Total: 0.4735 s/iter. ETA=0:39:11
[07/07 05:00:20] d2.evaluation.evaluator INFO: Inference done 45/5000. Dataloading: 0.0024 s/iter. Inference: 0.3580 s/iter. Eval: 0.1120 s/iter. Total: 0.4724 s/iter. ETA=0:39:00
[07/07 05:00:25] d2.evaluation.evaluator INFO: Inference done 56/5000. Dataloading: 0.0024 s/iter. Inference: 0.3585 s/iter. Eval: 0.1099 s/iter. Total: 0.4709 s/iter. ETA=0:38:48
[07/07 05:00:30] d2.evaluation.evaluator INFO: Inference done 67/5000. Dataloading: 0.0025 s/iter. Inference: 0.3622 s/iter. Eval: 0.1058 s/iter. Total: 0.4705 s/iter. ETA=0:38:40
[07/07 05:00:35] d2.evaluation.evaluator INFO: Inference done 78/5000. Dataloading: 0.0025 s/iter. Inference: 0.3609 s/iter. Eval: 0.1062 s/iter. Total: 0.4697 s/iter. ETA=0:38:31
[07/07 05:00:41] d2.evaluation.evaluator INFO: Inference done 89/5000. Dataloading: 0.0024 s/iter. Inference: 0.3613 s/iter. Eval: 0.1080 s/iter. Total: 0.4718 s/iter. ETA=0:38:36
[07/07 05:00:46] d2.evaluation.evaluator INFO: Inference done 100/5000. Dataloading: 0.0024 s/iter. Inference: 0.3613 s/iter. Eval: 0.1088 s/iter. Total: 0.4726 s/iter. ETA=0:38:35
[07/07 05:00:51] d2.evaluation.evaluator INFO: Inference done 111/5000. Dataloading: 0.0024 s/iter. Inference: 0.3624 s/iter. Eval: 0.1076 s/iter. Total: 0.4726 s/iter. ETA=0:38:30
[07/07 05:00:56] d2.evaluation.evaluator INFO: Inference done 122/5000. Dataloading: 0.0024 s/iter. Inference: 0.3613 s/iter. Eval: 0.1090 s/iter. Total: 0.4728 s/iter. ETA=0:38:26
[07/07 05:01:01] d2.evaluation.evaluator INFO: Inference done 133/5000. Dataloading: 0.0024 s/iter. Inference: 0.3615 s/iter. Eval: 0.1081 s/iter. Total: 0.4721 s/iter. ETA=0:38:17
[07/07 05:01:07] d2.evaluation.evaluator INFO: Inference done 144/5000. Dataloading: 0.0025 s/iter. Inference: 0.3630 s/iter. Eval: 0.1072 s/iter. Total: 0.4728 s/iter. ETA=0:38:15
[07/07 05:01:12] d2.evaluation.evaluator INFO: Inference done 155/5000. Dataloading: 0.0024 s/iter. Inference: 0.3633 s/iter. Eval: 0.1067 s/iter. Total: 0.4724 s/iter. ETA=0:38:09
[07/07 05:01:17] d2.evaluation.evaluator INFO: Inference done 166/5000. Dataloading: 0.0024 s/iter. Inference: 0.3632 s/iter. Eval: 0.1062 s/iter. Total: 0.4719 s/iter. ETA=0:38:01
[07/07 05:01:22] d2.evaluation.evaluator INFO: Inference done 177/5000. Dataloading: 0.0024 s/iter. Inference: 0.3630 s/iter. Eval: 0.1064 s/iter. Total: 0.4719 s/iter. ETA=0:37:56
[07/07 05:01:27] d2.evaluation.evaluator INFO: Inference done 188/5000. Dataloading: 0.0024 s/iter. Inference: 0.3633 s/iter. Eval: 0.1064 s/iter. Total: 0.4722 s/iter. ETA=0:37:52
[07/07 05:01:33] d2.evaluation.evaluator INFO: Inference done 199/5000. Dataloading: 0.0025 s/iter. Inference: 0.3638 s/iter. Eval: 0.1056 s/iter. Total: 0.4720 s/iter. ETA=0:37:45
[07/07 05:01:38] d2.evaluation.evaluator INFO: Inference done 210/5000. Dataloading: 0.0025 s/iter. Inference: 0.3633 s/iter. Eval: 0.1057 s/iter. Total: 0.4715 s/iter. ETA=0:37:38
[07/07 05:01:43] d2.evaluation.evaluator INFO: Inference done 222/5000. Dataloading: 0.0024 s/iter. Inference: 0.3639 s/iter. Eval: 0.1039 s/iter. Total: 0.4703 s/iter. ETA=0:37:27
[07/07 05:01:48] d2.evaluation.evaluator INFO: Inference done 233/5000. Dataloading: 0.0024 s/iter. Inference: 0.3643 s/iter. Eval: 0.1033 s/iter. Total: 0.4702 s/iter. ETA=0:37:21
[07/07 05:01:53] d2.evaluation.evaluator INFO: Inference done 244/5000. Dataloading: 0.0024 s/iter. Inference: 0.3639 s/iter. Eval: 0.1036 s/iter. Total: 0.4700 s/iter. ETA=0:37:15
[07/07 05:01:59] d2.evaluation.evaluator INFO: Inference done 255/5000. Dataloading: 0.0024 s/iter. Inference: 0.3635 s/iter. Eval: 0.1046 s/iter. Total: 0.4706 s/iter. ETA=0:37:12
[07/07 05:02:04] d2.evaluation.evaluator INFO: Inference done 266/5000. Dataloading: 0.0024 s/iter. Inference: 0.3640 s/iter. Eval: 0.1046 s/iter. Total: 0.4712 s/iter. ETA=0:37:10
[07/07 05:02:09] d2.evaluation.evaluator INFO: Inference done 277/5000. Dataloading: 0.0024 s/iter. Inference: 0.3641 s/iter. Eval: 0.1045 s/iter. Total: 0.4711 s/iter. ETA=0:37:04
[07/07 05:02:14] d2.evaluation.evaluator INFO: Inference done 288/5000. Dataloading: 0.0024 s/iter. Inference: 0.3644 s/iter. Eval: 0.1041 s/iter. Total: 0.4710 s/iter. ETA=0:36:59
[07/07 05:02:19] d2.evaluation.evaluator INFO: Inference done 299/5000. Dataloading: 0.0024 s/iter. Inference: 0.3643 s/iter. Eval: 0.1040 s/iter. Total: 0.4708 s/iter. ETA=0:36:53
[07/07 05:02:25] d2.evaluation.evaluator INFO: Inference done 310/5000. Dataloading: 0.0024 s/iter. Inference: 0.3644 s/iter. Eval: 0.1037 s/iter. Total: 0.4706 s/iter. ETA=0:36:47
[07/07 05:02:30] d2.evaluation.evaluator INFO: Inference done 321/5000. Dataloading: 0.0024 s/iter. Inference: 0.3643 s/iter. Eval: 0.1034 s/iter. Total: 0.4702 s/iter. ETA=0:36:40
[07/07 05:02:35] d2.evaluation.evaluator INFO: Inference done 332/5000. Dataloading: 0.0024 s/iter. Inference: 0.3646 s/iter. Eval: 0.1033 s/iter. Total: 0.4704 s/iter. ETA=0:36:36
[07/07 05:02:40] d2.evaluation.evaluator INFO: Inference done 343/5000. Dataloading: 0.0024 s/iter. Inference: 0.3644 s/iter. Eval: 0.1036 s/iter. Total: 0.4705 s/iter. ETA=0:36:31
[07/07 05:02:45] d2.evaluation.evaluator INFO: Inference done 354/5000. Dataloading: 0.0024 s/iter. Inference: 0.3645 s/iter. Eval: 0.1032 s/iter. Total: 0.4702 s/iter. ETA=0:36:24
[07/07 05:02:51] d2.evaluation.evaluator INFO: Inference done 365/5000. Dataloading: 0.0024 s/iter. Inference: 0.3645 s/iter. Eval: 0.1037 s/iter. Total: 0.4707 s/iter. ETA=0:36:21
[07/07 05:02:56] d2.evaluation.evaluator INFO: Inference done 376/5000. Dataloading: 0.0024 s/iter. Inference: 0.3651 s/iter. Eval: 0.1035 s/iter. Total: 0.4711 s/iter. ETA=0:36:18
[07/07 05:03:01] d2.evaluation.evaluator INFO: Inference done 388/5000. Dataloading: 0.0024 s/iter. Inference: 0.3644 s/iter. Eval: 0.1031 s/iter. Total: 0.4700 s/iter. ETA=0:36:07
[07/07 05:03:06] d2.evaluation.evaluator INFO: Inference done 399/5000. Dataloading: 0.0024 s/iter. Inference: 0.3642 s/iter. Eval: 0.1033 s/iter. Total: 0.4700 s/iter. ETA=0:36:02
[07/07 05:03:12] d2.evaluation.evaluator INFO: Inference done 410/5000. Dataloading: 0.0024 s/iter. Inference: 0.3643 s/iter. Eval: 0.1036 s/iter. Total: 0.4704 s/iter. ETA=0:35:59
[07/07 05:03:17] d2.evaluation.evaluator INFO: Inference done 421/5000. Dataloading: 0.0024 s/iter. Inference: 0.3645 s/iter. Eval: 0.1033 s/iter. Total: 0.4704 s/iter. ETA=0:35:53
[07/07 05:03:22] d2.evaluation.evaluator INFO: Inference done 432/5000. Dataloading: 0.0024 s/iter. Inference: 0.3645 s/iter. Eval: 0.1032 s/iter. Total: 0.4702 s/iter. ETA=0:35:48
[07/07 05:03:27] d2.evaluation.evaluator INFO: Inference done 443/5000. Dataloading: 0.0024 s/iter. Inference: 0.3644 s/iter. Eval: 0.1033 s/iter. Total: 0.4702 s/iter. ETA=0:35:42
[07/07 05:03:32] d2.evaluation.evaluator INFO: Inference done 454/5000. Dataloading: 0.0024 s/iter. Inference: 0.3648 s/iter. Eval: 0.1028 s/iter. Total: 0.4701 s/iter. ETA=0:35:37
[07/07 05:03:37] d2.evaluation.evaluator INFO: Inference done 465/5000. Dataloading: 0.0024 s/iter. Inference: 0.3647 s/iter. Eval: 0.1030 s/iter. Total: 0.4701 s/iter. ETA=0:35:32
[07/07 05:03:42] d2.evaluation.evaluator INFO: Inference done 476/5000. Dataloading: 0.0024 s/iter. Inference: 0.3647 s/iter. Eval: 0.1029 s/iter. Total: 0.4701 s/iter. ETA=0:35:26
[07/07 05:03:48] d2.evaluation.evaluator INFO: Inference done 487/5000. Dataloading: 0.0024 s/iter. Inference: 0.3645 s/iter. Eval: 0.1033 s/iter. Total: 0.4703 s/iter. ETA=0:35:22
[07/07 05:03:53] d2.evaluation.evaluator INFO: Inference done 498/5000. Dataloading: 0.0025 s/iter. Inference: 0.3647 s/iter. Eval: 0.1033 s/iter. Total: 0.4705 s/iter. ETA=0:35:18
[07/07 05:03:58] d2.evaluation.evaluator INFO: Inference done 510/5000. Dataloading: 0.0025 s/iter. Inference: 0.3642 s/iter. Eval: 0.1032 s/iter. Total: 0.4700 s/iter. ETA=0:35:10
[07/07 05:04:04] d2.evaluation.evaluator INFO: Inference done 521/5000. Dataloading: 0.0025 s/iter. Inference: 0.3643 s/iter. Eval: 0.1035 s/iter. Total: 0.4703 s/iter. ETA=0:35:06
[07/07 05:04:09] d2.evaluation.evaluator INFO: Inference done 532/5000. Dataloading: 0.0025 s/iter. Inference: 0.3642 s/iter. Eval: 0.1036 s/iter. Total: 0.4704 s/iter. ETA=0:35:01
[07/07 05:04:14] d2.evaluation.evaluator INFO: Inference done 543/5000. Dataloading: 0.0025 s/iter. Inference: 0.3640 s/iter. Eval: 0.1039 s/iter. Total: 0.4705 s/iter. ETA=0:34:56
[07/07 05:04:19] d2.evaluation.evaluator INFO: Inference done 554/5000. Dataloading: 0.0025 s/iter. Inference: 0.3643 s/iter. Eval: 0.1039 s/iter. Total: 0.4707 s/iter. ETA=0:34:52
[07/07 05:04:25] d2.evaluation.evaluator INFO: Inference done 565/5000. Dataloading: 0.0025 s/iter. Inference: 0.3645 s/iter. Eval: 0.1038 s/iter. Total: 0.4708 s/iter. ETA=0:34:48
[07/07 05:04:30] d2.evaluation.evaluator INFO: Inference done 576/5000. Dataloading: 0.0025 s/iter. Inference: 0.3645 s/iter. Eval: 0.1036 s/iter. Total: 0.4706 s/iter. ETA=0:34:42
[07/07 05:04:35] d2.evaluation.evaluator INFO: Inference done 587/5000. Dataloading: 0.0024 s/iter. Inference: 0.3644 s/iter. Eval: 0.1039 s/iter. Total: 0.4708 s/iter. ETA=0:34:37
[07/07 05:04:40] d2.evaluation.evaluator INFO: Inference done 598/5000. Dataloading: 0.0024 s/iter. Inference: 0.3643 s/iter. Eval: 0.1036 s/iter. Total: 0.4705 s/iter. ETA=0:34:31
[07/07 05:04:45] d2.evaluation.evaluator INFO: Inference done 609/5000. Dataloading: 0.0024 s/iter. Inference: 0.3645 s/iter. Eval: 0.1032 s/iter. Total: 0.4703 s/iter. ETA=0:34:24
[07/07 05:04:50] d2.evaluation.evaluator INFO: Inference done 620/5000. Dataloading: 0.0024 s/iter. Inference: 0.3648 s/iter. Eval: 0.1030 s/iter. Total: 0.4703 s/iter. ETA=0:34:19
[07/07 05:04:55] d2.evaluation.evaluator INFO: Inference done 631/5000. Dataloading: 0.0024 s/iter. Inference: 0.3648 s/iter. Eval: 0.1028 s/iter. Total: 0.4702 s/iter. ETA=0:34:14
[07/07 05:05:01] d2.evaluation.evaluator INFO: Inference done 642/5000. Dataloading: 0.0024 s/iter. Inference: 0.3646 s/iter. Eval: 0.1031 s/iter. Total: 0.4701 s/iter. ETA=0:34:08
[07/07 05:05:06] d2.evaluation.evaluator INFO: Inference done 653/5000. Dataloading: 0.0024 s/iter. Inference: 0.3644 s/iter. Eval: 0.1034 s/iter. Total: 0.4703 s/iter. ETA=0:34:04
[07/07 05:05:11] d2.evaluation.evaluator INFO: Inference done 664/5000. Dataloading: 0.0024 s/iter. Inference: 0.3645 s/iter. Eval: 0.1034 s/iter. Total: 0.4704 s/iter. ETA=0:33:59
[07/07 05:05:16] d2.evaluation.evaluator INFO: Inference done 675/5000. Dataloading: 0.0024 s/iter. Inference: 0.3644 s/iter. Eval: 0.1034 s/iter. Total: 0.4703 s/iter. ETA=0:33:54
[07/07 05:05:21] d2.evaluation.evaluator INFO: Inference done 686/5000. Dataloading: 0.0024 s/iter. Inference: 0.3646 s/iter. Eval: 0.1031 s/iter. Total: 0.4702 s/iter. ETA=0:33:48
[07/07 05:05:27] d2.evaluation.evaluator INFO: Inference done 697/5000. Dataloading: 0.0024 s/iter. Inference: 0.3646 s/iter. Eval: 0.1032 s/iter. Total: 0.4703 s/iter. ETA=0:33:43
[07/07 05:05:32] d2.evaluation.evaluator INFO: Inference done 708/5000. Dataloading: 0.0025 s/iter. Inference: 0.3648 s/iter. Eval: 0.1032 s/iter. Total: 0.4705 s/iter. ETA=0:33:39
[07/07 05:05:37] d2.evaluation.evaluator INFO: Inference done 719/5000. Dataloading: 0.0025 s/iter. Inference: 0.3647 s/iter. Eval: 0.1035 s/iter. Total: 0.4707 s/iter. ETA=0:33:35
[07/07 05:05:43] d2.evaluation.evaluator INFO: Inference done 730/5000. Dataloading: 0.0024 s/iter. Inference: 0.3648 s/iter. Eval: 0.1037 s/iter. Total: 0.4710 s/iter. ETA=0:33:31
[07/07 05:05:48] d2.evaluation.evaluator INFO: Inference done 741/5000. Dataloading: 0.0025 s/iter. Inference: 0.3649 s/iter. Eval: 0.1035 s/iter. Total: 0.4710 s/iter. ETA=0:33:25
[07/07 05:05:53] d2.evaluation.evaluator INFO: Inference done 752/5000. Dataloading: 0.0025 s/iter. Inference: 0.3649 s/iter. Eval: 0.1037 s/iter. Total: 0.4711 s/iter. ETA=0:33:21
[07/07 05:05:58] d2.evaluation.evaluator INFO: Inference done 763/5000. Dataloading: 0.0025 s/iter. Inference: 0.3652 s/iter. Eval: 0.1034 s/iter. Total: 0.4711 s/iter. ETA=0:33:16
[07/07 05:06:03] d2.evaluation.evaluator INFO: Inference done 774/5000. Dataloading: 0.0025 s/iter. Inference: 0.3652 s/iter. Eval: 0.1034 s/iter. Total: 0.4711 s/iter. ETA=0:33:10
[07/07 05:06:09] d2.evaluation.evaluator INFO: Inference done 785/5000. Dataloading: 0.0025 s/iter. Inference: 0.3653 s/iter. Eval: 0.1036 s/iter. Total: 0.4714 s/iter. ETA=0:33:07
[07/07 05:06:14] d2.evaluation.evaluator INFO: Inference done 796/5000. Dataloading: 0.0025 s/iter. Inference: 0.3654 s/iter. Eval: 0.1036 s/iter. Total: 0.4715 s/iter. ETA=0:33:02
[07/07 05:06:19] d2.evaluation.evaluator INFO: Inference done 807/5000. Dataloading: 0.0025 s/iter. Inference: 0.3655 s/iter. Eval: 0.1035 s/iter. Total: 0.4715 s/iter. ETA=0:32:56
[07/07 05:06:24] d2.evaluation.evaluator INFO: Inference done 818/5000. Dataloading: 0.0025 s/iter. Inference: 0.3653 s/iter. Eval: 0.1034 s/iter. Total: 0.4713 s/iter. ETA=0:32:50
[07/07 05:06:29] d2.evaluation.evaluator INFO: Inference done 829/5000. Dataloading: 0.0025 s/iter. Inference: 0.3655 s/iter. Eval: 0.1032 s/iter. Total: 0.4712 s/iter. ETA=0:32:45
[07/07 05:06:35] d2.evaluation.evaluator INFO: Inference done 840/5000. Dataloading: 0.0025 s/iter. Inference: 0.3654 s/iter. Eval: 0.1034 s/iter. Total: 0.4713 s/iter. ETA=0:32:40
[07/07 05:06:40] d2.evaluation.evaluator INFO: Inference done 851/5000. Dataloading: 0.0025 s/iter. Inference: 0.3654 s/iter. Eval: 0.1036 s/iter. Total: 0.4716 s/iter. ETA=0:32:36
[07/07 05:06:45] d2.evaluation.evaluator INFO: Inference done 862/5000. Dataloading: 0.0025 s/iter. Inference: 0.3655 s/iter. Eval: 0.1037 s/iter. Total: 0.4718 s/iter. ETA=0:32:32
[07/07 05:06:51] d2.evaluation.evaluator INFO: Inference done 874/5000. Dataloading: 0.0025 s/iter. Inference: 0.3657 s/iter. Eval: 0.1034 s/iter. Total: 0.4716 s/iter. ETA=0:32:25
[07/07 05:06:56] d2.evaluation.evaluator INFO: Inference done 885/5000. Dataloading: 0.0025 s/iter. Inference: 0.3658 s/iter. Eval: 0.1032 s/iter. Total: 0.4715 s/iter. ETA=0:32:20
[07/07 05:07:01] d2.evaluation.evaluator INFO: Inference done 896/5000. Dataloading: 0.0025 s/iter. Inference: 0.3658 s/iter. Eval: 0.1031 s/iter. Total: 0.4715 s/iter. ETA=0:32:15
[07/07 05:07:06] d2.evaluation.evaluator INFO: Inference done 907/5000. Dataloading: 0.0025 s/iter. Inference: 0.3659 s/iter. Eval: 0.1029 s/iter. Total: 0.4714 s/iter. ETA=0:32:09
[07/07 05:07:11] d2.evaluation.evaluator INFO: Inference done 918/5000. Dataloading: 0.0025 s/iter. Inference: 0.3659 s/iter. Eval: 0.1029 s/iter. Total: 0.4714 s/iter. ETA=0:32:04
[07/07 05:07:17] d2.evaluation.evaluator INFO: Inference done 929/5000. Dataloading: 0.0025 s/iter. Inference: 0.3659 s/iter. Eval: 0.1030 s/iter. Total: 0.4714 s/iter. ETA=0:31:59
[07/07 05:07:22] d2.evaluation.evaluator INFO: Inference done 940/5000. Dataloading: 0.0025 s/iter. Inference: 0.3662 s/iter. Eval: 0.1029 s/iter. Total: 0.4716 s/iter. ETA=0:31:54
[07/07 05:07:27] d2.evaluation.evaluator INFO: Inference done 951/5000. Dataloading: 0.0025 s/iter. Inference: 0.3663 s/iter. Eval: 0.1028 s/iter. Total: 0.4716 s/iter. ETA=0:31:49
[07/07 05:07:32] d2.evaluation.evaluator INFO: Inference done 962/5000. Dataloading: 0.0025 s/iter. Inference: 0.3665 s/iter. Eval: 0.1025 s/iter. Total: 0.4716 s/iter. ETA=0:31:44
[07/07 05:07:38] d2.evaluation.evaluator INFO: Inference done 973/5000. Dataloading: 0.0025 s/iter. Inference: 0.3664 s/iter. Eval: 0.1027 s/iter. Total: 0.4717 s/iter. ETA=0:31:39
[07/07 05:07:43] d2.evaluation.evaluator INFO: Inference done 984/5000. Dataloading: 0.0025 s/iter. Inference: 0.3665 s/iter. Eval: 0.1028 s/iter. Total: 0.4719 s/iter. ETA=0:31:35
[07/07 05:07:48] d2.evaluation.evaluator INFO: Inference done 995/5000. Dataloading: 0.0025 s/iter. Inference: 0.3667 s/iter. Eval: 0.1027 s/iter. Total: 0.4719 s/iter. ETA=0:31:29
[07/07 05:07:53] d2.evaluation.evaluator INFO: Inference done 1006/5000. Dataloading: 0.0025 s/iter. Inference: 0.3666 s/iter. Eval: 0.1027 s/iter. Total: 0.4719 s/iter. ETA=0:31:24
[07/07 05:07:59] d2.evaluation.evaluator INFO: Inference done 1017/5000. Dataloading: 0.0025 s/iter. Inference: 0.3666 s/iter. Eval: 0.1027 s/iter. Total: 0.4719 s/iter. ETA=0:31:19
[07/07 05:08:04] d2.evaluation.evaluator INFO: Inference done 1028/5000. Dataloading: 0.0025 s/iter. Inference: 0.3665 s/iter. Eval: 0.1028 s/iter. Total: 0.4718 s/iter. ETA=0:31:14
[07/07 05:08:09] d2.evaluation.evaluator INFO: Inference done 1039/5000. Dataloading: 0.0025 s/iter. Inference: 0.3665 s/iter. Eval: 0.1029 s/iter. Total: 0.4719 s/iter. ETA=0:31:09
[07/07 05:08:14] d2.evaluation.evaluator INFO: Inference done 1050/5000. Dataloading: 0.0025 s/iter. Inference: 0.3666 s/iter. Eval: 0.1027 s/iter. Total: 0.4718 s/iter. ETA=0:31:03
[07/07 05:08:19] d2.evaluation.evaluator INFO: Inference done 1061/5000. Dataloading: 0.0025 s/iter. Inference: 0.3666 s/iter. Eval: 0.1025 s/iter. Total: 0.4717 s/iter. ETA=0:30:57
[07/07 05:08:25] d2.evaluation.evaluator INFO: Inference done 1072/5000. Dataloading: 0.0025 s/iter. Inference: 0.3666 s/iter. Eval: 0.1028 s/iter. Total: 0.4719 s/iter. ETA=0:30:53
[07/07 05:08:30] d2.evaluation.evaluator INFO: Inference done 1083/5000. Dataloading: 0.0025 s/iter. Inference: 0.3666 s/iter. Eval: 0.1028 s/iter. Total: 0.4719 s/iter. ETA=0:30:48
[07/07 05:08:35] d2.evaluation.evaluator INFO: Inference done 1094/5000. Dataloading: 0.0025 s/iter. Inference: 0.3665 s/iter. Eval: 0.1027 s/iter. Total: 0.4718 s/iter. ETA=0:30:42
[07/07 05:08:40] d2.evaluation.evaluator INFO: Inference done 1105/5000. Dataloading: 0.0025 s/iter. Inference: 0.3665 s/iter. Eval: 0.1026 s/iter. Total: 0.4717 s/iter. ETA=0:30:37
[07/07 05:08:45] d2.evaluation.evaluator INFO: Inference done 1116/5000. Dataloading: 0.0025 s/iter. Inference: 0.3666 s/iter. Eval: 0.1027 s/iter. Total: 0.4719 s/iter. ETA=0:30:32
[07/07 05:08:51] d2.evaluation.evaluator INFO: Inference done 1127/5000. Dataloading: 0.0025 s/iter. Inference: 0.3666 s/iter. Eval: 0.1030 s/iter. Total: 0.4721 s/iter. ETA=0:30:28
[07/07 05:08:56] d2.evaluation.evaluator INFO: Inference done 1138/5000. Dataloading: 0.0025 s/iter. Inference: 0.3668 s/iter. Eval: 0.1028 s/iter. Total: 0.4721 s/iter. ETA=0:30:23
[07/07 05:09:01] d2.evaluation.evaluator INFO: Inference done 1149/5000. Dataloading: 0.0025 s/iter. Inference: 0.3668 s/iter. Eval: 0.1029 s/iter. Total: 0.4722 s/iter. ETA=0:30:18
[07/07 05:09:07] d2.evaluation.evaluator INFO: Inference done 1160/5000. Dataloading: 0.0025 s/iter. Inference: 0.3667 s/iter. Eval: 0.1030 s/iter. Total: 0.4723 s/iter. ETA=0:30:13
[07/07 05:09:12] d2.evaluation.evaluator INFO: Inference done 1171/5000. Dataloading: 0.0025 s/iter. Inference: 0.3668 s/iter. Eval: 0.1029 s/iter. Total: 0.4723 s/iter. ETA=0:30:08
[07/07 05:09:17] d2.evaluation.evaluator INFO: Inference done 1182/5000. Dataloading: 0.0025 s/iter. Inference: 0.3668 s/iter. Eval: 0.1030 s/iter. Total: 0.4724 s/iter. ETA=0:30:03
[07/07 05:09:22] d2.evaluation.evaluator INFO: Inference done 1193/5000. Dataloading: 0.0025 s/iter. Inference: 0.3668 s/iter. Eval: 0.1032 s/iter. Total: 0.4724 s/iter. ETA=0:29:58
[07/07 05:09:28] d2.evaluation.evaluator INFO: Inference done 1204/5000. Dataloading: 0.0025 s/iter. Inference: 0.3667 s/iter. Eval: 0.1033 s/iter. Total: 0.4726 s/iter. ETA=0:29:53
[07/07 05:09:33] d2.evaluation.evaluator INFO: Inference done 1216/5000. Dataloading: 0.0025 s/iter. Inference: 0.3664 s/iter. Eval: 0.1035 s/iter. Total: 0.4724 s/iter. ETA=0:29:47
[07/07 05:09:38] d2.evaluation.evaluator INFO: Inference done 1227/5000. Dataloading: 0.0025 s/iter. Inference: 0.3661 s/iter. Eval: 0.1036 s/iter. Total: 0.4723 s/iter. ETA=0:29:41
[07/07 05:09:43] d2.evaluation.evaluator INFO: Inference done 1238/5000. Dataloading: 0.0025 s/iter. Inference: 0.3662 s/iter. Eval: 0.1036 s/iter. Total: 0.4723 s/iter. ETA=0:29:36
[07/07 05:09:49] d2.evaluation.evaluator INFO: Inference done 1249/5000. Dataloading: 0.0025 s/iter. Inference: 0.3660 s/iter. Eval: 0.1036 s/iter. Total: 0.4722 s/iter. ETA=0:29:31
[07/07 05:09:54] d2.evaluation.evaluator INFO: Inference done 1261/5000. Dataloading: 0.0025 s/iter. Inference: 0.3659 s/iter. Eval: 0.1035 s/iter. Total: 0.4720 s/iter. ETA=0:29:24
[07/07 05:09:59] d2.evaluation.evaluator INFO: Inference done 1273/5000. Dataloading: 0.0025 s/iter. Inference: 0.3658 s/iter. Eval: 0.1035 s/iter. Total: 0.4717 s/iter. ETA=0:29:18
[07/07 05:10:04] d2.evaluation.evaluator INFO: Inference done 1284/5000. Dataloading: 0.0025 s/iter. Inference: 0.3658 s/iter. Eval: 0.1033 s/iter. Total: 0.4716 s/iter. ETA=0:29:12
[07/07 05:10:10] d2.evaluation.evaluator INFO: Inference done 1296/5000. Dataloading: 0.0025 s/iter. Inference: 0.3658 s/iter. Eval: 0.1031 s/iter. Total: 0.4714 s/iter. ETA=0:29:06
[07/07 05:10:15] d2.evaluation.evaluator INFO: Inference done 1308/5000. Dataloading: 0.0025 s/iter. Inference: 0.3657 s/iter. Eval: 0.1029 s/iter. Total: 0.4711 s/iter. ETA=0:28:59
[07/07 05:10:20] d2.evaluation.evaluator INFO: Inference done 1319/5000. Dataloading: 0.0025 s/iter. Inference: 0.3657 s/iter. Eval: 0.1028 s/iter. Total: 0.4711 s/iter. ETA=0:28:53
[07/07 05:10:26] d2.evaluation.evaluator INFO: Inference done 1331/5000. Dataloading: 0.0025 s/iter. Inference: 0.3657 s/iter. Eval: 0.1027 s/iter. Total: 0.4710 s/iter. ETA=0:28:47
[07/07 05:10:31] d2.evaluation.evaluator INFO: Inference done 1342/5000. Dataloading: 0.0025 s/iter. Inference: 0.3658 s/iter. Eval: 0.1026 s/iter. Total: 0.4709 s/iter. ETA=0:28:42
[07/07 05:10:36] d2.evaluation.evaluator INFO: Inference done 1353/5000. Dataloading: 0.0025 s/iter. Inference: 0.3656 s/iter. Eval: 0.1027 s/iter. Total: 0.4708 s/iter. ETA=0:28:37
[07/07 05:10:41] d2.evaluation.evaluator INFO: Inference done 1364/5000. Dataloading: 0.0025 s/iter. Inference: 0.3657 s/iter. Eval: 0.1026 s/iter. Total: 0.4708 s/iter. ETA=0:28:31
[07/07 05:10:46] d2.evaluation.evaluator INFO: Inference done 1376/5000. Dataloading: 0.0025 s/iter. Inference: 0.3655 s/iter. Eval: 0.1026 s/iter. Total: 0.4706 s/iter. ETA=0:28:25
[07/07 05:10:51] d2.evaluation.evaluator INFO: Inference done 1387/5000. Dataloading: 0.0024 s/iter. Inference: 0.3655 s/iter. Eval: 0.1025 s/iter. Total: 0.4705 s/iter. ETA=0:28:20
[07/07 05:10:57] d2.evaluation.evaluator INFO: Inference done 1399/5000. Dataloading: 0.0024 s/iter. Inference: 0.3654 s/iter. Eval: 0.1023 s/iter. Total: 0.4703 s/iter. ETA=0:28:13
[07/07 05:11:02] d2.evaluation.evaluator INFO: Inference done 1411/5000. Dataloading: 0.0024 s/iter. Inference: 0.3654 s/iter. Eval: 0.1022 s/iter. Total: 0.4701 s/iter. ETA=0:28:07
[07/07 05:11:07] d2.evaluation.evaluator INFO: Inference done 1422/5000. Dataloading: 0.0024 s/iter. Inference: 0.3654 s/iter. Eval: 0.1022 s/iter. Total: 0.4701 s/iter. ETA=0:28:01
[07/07 05:11:12] d2.evaluation.evaluator INFO: Inference done 1433/5000. Dataloading: 0.0024 s/iter. Inference: 0.3654 s/iter. Eval: 0.1023 s/iter. Total: 0.4702 s/iter. ETA=0:27:57
[07/07 05:11:18] d2.evaluation.evaluator INFO: Inference done 1445/5000. Dataloading: 0.0024 s/iter. Inference: 0.3655 s/iter. Eval: 0.1020 s/iter. Total: 0.4700 s/iter. ETA=0:27:50
[07/07 05:11:23] d2.evaluation.evaluator INFO: Inference done 1456/5000. Dataloading: 0.0024 s/iter. Inference: 0.3656 s/iter. Eval: 0.1018 s/iter. Total: 0.4700 s/iter. ETA=0:27:45
[07/07 05:11:28] d2.evaluation.evaluator INFO: Inference done 1467/5000. Dataloading: 0.0024 s/iter. Inference: 0.3656 s/iter. Eval: 0.1018 s/iter. Total: 0.4700 s/iter. ETA=0:27:40
[07/07 05:11:33] d2.evaluation.evaluator INFO: Inference done 1478/5000. Dataloading: 0.0024 s/iter. Inference: 0.3656 s/iter. Eval: 0.1019 s/iter. Total: 0.4700 s/iter. ETA=0:27:35
[07/07 05:11:39] d2.evaluation.evaluator INFO: Inference done 1489/5000. Dataloading: 0.0024 s/iter. Inference: 0.3657 s/iter. Eval: 0.1018 s/iter. Total: 0.4700 s/iter. ETA=0:27:30
[07/07 05:11:44] d2.evaluation.evaluator INFO: Inference done 1500/5000. Dataloading: 0.0024 s/iter. Inference: 0.3657 s/iter. Eval: 0.1018 s/iter. Total: 0.4700 s/iter. ETA=0:27:25
[07/07 05:11:49] d2.evaluation.evaluator INFO: Inference done 1511/5000. Dataloading: 0.0024 s/iter. Inference: 0.3656 s/iter. Eval: 0.1018 s/iter. Total: 0.4700 s/iter. ETA=0:27:19
[07/07 05:11:54] d2.evaluation.evaluator INFO: Inference done 1522/5000. Dataloading: 0.0024 s/iter. Inference: 0.3655 s/iter. Eval: 0.1020 s/iter. Total: 0.4700 s/iter. ETA=0:27:14
[07/07 05:12:00] d2.evaluation.evaluator INFO: Inference done 1534/5000. Dataloading: 0.0024 s/iter. Inference: 0.3656 s/iter. Eval: 0.1018 s/iter. Total: 0.4699 s/iter. ETA=0:27:08
[07/07 05:12:05] d2.evaluation.evaluator INFO: Inference done 1545/5000. Dataloading: 0.0024 s/iter. Inference: 0.3655 s/iter. Eval: 0.1019 s/iter. Total: 0.4700 s/iter. ETA=0:27:03
[07/07 05:12:10] d2.evaluation.evaluator INFO: Inference done 1556/5000. Dataloading: 0.0024 s/iter. Inference: 0.3655 s/iter. Eval: 0.1020 s/iter. Total: 0.4700 s/iter. ETA=0:26:58
[07/07 05:12:15] d2.evaluation.evaluator INFO: Inference done 1567/5000. Dataloading: 0.0024 s/iter. Inference: 0.3656 s/iter. Eval: 0.1019 s/iter. Total: 0.4701 s/iter. ETA=0:26:53
[07/07 05:12:21] d2.evaluation.evaluator INFO: Inference done 1578/5000. Dataloading: 0.0024 s/iter. Inference: 0.3656 s/iter. Eval: 0.1020 s/iter. Total: 0.4701 s/iter. ETA=0:26:48
[07/07 05:12:26] d2.evaluation.evaluator INFO: Inference done 1589/5000. Dataloading: 0.0024 s/iter. Inference: 0.3657 s/iter. Eval: 0.1021 s/iter. Total: 0.4703 s/iter. ETA=0:26:44
[07/07 05:12:31] d2.evaluation.evaluator INFO: Inference done 1600/5000. Dataloading: 0.0024 s/iter. Inference: 0.3656 s/iter. Eval: 0.1022 s/iter. Total: 0.4703 s/iter. ETA=0:26:38
[07/07 05:12:36] d2.evaluation.evaluator INFO: Inference done 1611/5000. Dataloading: 0.0024 s/iter. Inference: 0.3655 s/iter. Eval: 0.1022 s/iter. Total: 0.4702 s/iter. ETA=0:26:33
[07/07 05:12:42] d2.evaluation.evaluator INFO: Inference done 1623/5000. Dataloading: 0.0024 s/iter. Inference: 0.3654 s/iter. Eval: 0.1022 s/iter. Total: 0.4701 s/iter. ETA=0:26:27
[07/07 05:12:47] d2.evaluation.evaluator INFO: Inference done 1634/5000. Dataloading: 0.0024 s/iter. Inference: 0.3653 s/iter. Eval: 0.1022 s/iter. Total: 0.4700 s/iter. ETA=0:26:22
[07/07 05:12:52] d2.evaluation.evaluator INFO: Inference done 1645/5000. Dataloading: 0.0024 s/iter. Inference: 0.3653 s/iter. Eval: 0.1022 s/iter. Total: 0.4700 s/iter. ETA=0:26:16
[07/07 05:12:57] d2.evaluation.evaluator INFO: Inference done 1657/5000. Dataloading: 0.0024 s/iter. Inference: 0.3652 s/iter. Eval: 0.1021 s/iter. Total: 0.4698 s/iter. ETA=0:26:10
[07/07 05:13:03] d2.evaluation.evaluator INFO: Inference done 1668/5000. Dataloading: 0.0026 s/iter. Inference: 0.3653 s/iter. Eval: 0.1021 s/iter. Total: 0.4700 s/iter. ETA=0:26:06
[07/07 05:13:08] d2.evaluation.evaluator INFO: Inference done 1680/5000. Dataloading: 0.0026 s/iter. Inference: 0.3652 s/iter. Eval: 0.1020 s/iter. Total: 0.4698 s/iter. ETA=0:25:59
[07/07 05:13:13] d2.evaluation.evaluator INFO: Inference done 1691/5000. Dataloading: 0.0026 s/iter. Inference: 0.3651 s/iter. Eval: 0.1020 s/iter. Total: 0.4698 s/iter. ETA=0:25:54
[07/07 05:13:18] d2.evaluation.evaluator INFO: Inference done 1702/5000. Dataloading: 0.0026 s/iter. Inference: 0.3651 s/iter. Eval: 0.1019 s/iter. Total: 0.4697 s/iter. ETA=0:25:48
[07/07 05:13:23] d2.evaluation.evaluator INFO: Inference done 1713/5000. Dataloading: 0.0026 s/iter. Inference: 0.3651 s/iter. Eval: 0.1019 s/iter. Total: 0.4696 s/iter. ETA=0:25:43
[07/07 05:13:28] d2.evaluation.evaluator INFO: Inference done 1724/5000. Dataloading: 0.0026 s/iter. Inference: 0.3651 s/iter. Eval: 0.1019 s/iter. Total: 0.4697 s/iter. ETA=0:25:38
[07/07 05:13:34] d2.evaluation.evaluator INFO: Inference done 1735/5000. Dataloading: 0.0026 s/iter. Inference: 0.3652 s/iter. Eval: 0.1018 s/iter. Total: 0.4697 s/iter. ETA=0:25:33
[07/07 05:13:39] d2.evaluation.evaluator INFO: Inference done 1746/5000. Dataloading: 0.0026 s/iter. Inference: 0.3652 s/iter. Eval: 0.1018 s/iter. Total: 0.4697 s/iter. ETA=0:25:28
[07/07 05:13:44] d2.evaluation.evaluator INFO: Inference done 1757/5000. Dataloading: 0.0026 s/iter. Inference: 0.3653 s/iter. Eval: 0.1017 s/iter. Total: 0.4697 s/iter. ETA=0:25:23
[07/07 05:13:49] d2.evaluation.evaluator INFO: Inference done 1769/5000. Dataloading: 0.0026 s/iter. Inference: 0.3652 s/iter. Eval: 0.1016 s/iter. Total: 0.4695 s/iter. ETA=0:25:16
[07/07 05:13:54] d2.evaluation.evaluator INFO: Inference done 1780/5000. Dataloading: 0.0026 s/iter. Inference: 0.3651 s/iter. Eval: 0.1016 s/iter. Total: 0.4694 s/iter. ETA=0:25:11
[07/07 05:14:00] d2.evaluation.evaluator INFO: Inference done 1792/5000. Dataloading: 0.0026 s/iter. Inference: 0.3650 s/iter. Eval: 0.1016 s/iter. Total: 0.4693 s/iter. ETA=0:25:05
[07/07 05:14:05] d2.evaluation.evaluator INFO: Inference done 1803/5000. Dataloading: 0.0026 s/iter. Inference: 0.3651 s/iter. Eval: 0.1015 s/iter. Total: 0.4692 s/iter. ETA=0:25:00
[07/07 05:14:10] d2.evaluation.evaluator INFO: Inference done 1814/5000. Dataloading: 0.0026 s/iter. Inference: 0.3651 s/iter. Eval: 0.1014 s/iter. Total: 0.4691 s/iter. ETA=0:24:54
[07/07 05:14:15] d2.evaluation.evaluator INFO: Inference done 1825/5000. Dataloading: 0.0026 s/iter. Inference: 0.3651 s/iter. Eval: 0.1014 s/iter. Total: 0.4691 s/iter. ETA=0:24:49
[07/07 05:14:20] d2.evaluation.evaluator INFO: Inference done 1836/5000. Dataloading: 0.0026 s/iter. Inference: 0.3650 s/iter. Eval: 0.1014 s/iter. Total: 0.4691 s/iter. ETA=0:24:44
[07/07 05:14:25] d2.evaluation.evaluator INFO: Inference done 1847/5000. Dataloading: 0.0026 s/iter. Inference: 0.3650 s/iter. Eval: 0.1015 s/iter. Total: 0.4691 s/iter. ETA=0:24:39
[07/07 05:14:30] d2.evaluation.evaluator INFO: Inference done 1858/5000. Dataloading: 0.0026 s/iter. Inference: 0.3650 s/iter. Eval: 0.1015 s/iter. Total: 0.4691 s/iter. ETA=0:24:33
[07/07 05:14:35] d2.evaluation.evaluator INFO: Inference done 1869/5000. Dataloading: 0.0026 s/iter. Inference: 0.3650 s/iter. Eval: 0.1015 s/iter. Total: 0.4691 s/iter. ETA=0:24:28
[07/07 05:14:41] d2.evaluation.evaluator INFO: Inference done 1880/5000. Dataloading: 0.0026 s/iter. Inference: 0.3650 s/iter. Eval: 0.1015 s/iter. Total: 0.4691 s/iter. ETA=0:24:23
[07/07 05:14:46] d2.evaluation.evaluator INFO: Inference done 1891/5000. Dataloading: 0.0026 s/iter. Inference: 0.3650 s/iter. Eval: 0.1015 s/iter. Total: 0.4691 s/iter. ETA=0:24:18
[07/07 05:14:51] d2.evaluation.evaluator INFO: Inference done 1902/5000. Dataloading: 0.0026 s/iter. Inference: 0.3651 s/iter. Eval: 0.1014 s/iter. Total: 0.4691 s/iter. ETA=0:24:13
[07/07 05:14:56] d2.evaluation.evaluator INFO: Inference done 1914/5000. Dataloading: 0.0026 s/iter. Inference: 0.3650 s/iter. Eval: 0.1013 s/iter. Total: 0.4689 s/iter. ETA=0:24:07
[07/07 05:15:01] d2.evaluation.evaluator INFO: Inference done 1925/5000. Dataloading: 0.0026 s/iter. Inference: 0.3650 s/iter. Eval: 0.1012 s/iter. Total: 0.4689 s/iter. ETA=0:24:01
[07/07 05:15:06] d2.evaluation.evaluator INFO: Inference done 1936/5000. Dataloading: 0.0025 s/iter. Inference: 0.3650 s/iter. Eval: 0.1012 s/iter. Total: 0.4689 s/iter. ETA=0:23:56
[07/07 05:15:12] d2.evaluation.evaluator INFO: Inference done 1948/5000. Dataloading: 0.0025 s/iter. Inference: 0.3650 s/iter. Eval: 0.1011 s/iter. Total: 0.4687 s/iter. ETA=0:23:50
[07/07 05:15:17] d2.evaluation.evaluator INFO: Inference done 1960/5000. Dataloading: 0.0025 s/iter. Inference: 0.3649 s/iter. Eval: 0.1011 s/iter. Total: 0.4686 s/iter. ETA=0:23:44
[07/07 05:15:22] d2.evaluation.evaluator INFO: Inference done 1971/5000. Dataloading: 0.0025 s/iter. Inference: 0.3648 s/iter. Eval: 0.1011 s/iter. Total: 0.4685 s/iter. ETA=0:23:39
[07/07 05:15:27] d2.evaluation.evaluator INFO: Inference done 1982/5000. Dataloading: 0.0025 s/iter. Inference: 0.3648 s/iter. Eval: 0.1011 s/iter. Total: 0.4685 s/iter. ETA=0:23:34
[07/07 05:15:33] d2.evaluation.evaluator INFO: Inference done 1993/5000. Dataloading: 0.0025 s/iter. Inference: 0.3648 s/iter. Eval: 0.1011 s/iter. Total: 0.4686 s/iter. ETA=0:23:28
[07/07 05:15:38] d2.evaluation.evaluator INFO: Inference done 2004/5000. Dataloading: 0.0025 s/iter. Inference: 0.3648 s/iter. Eval: 0.1012 s/iter. Total: 0.4686 s/iter. ETA=0:23:23
[07/07 05:15:43] d2.evaluation.evaluator INFO: Inference done 2015/5000. Dataloading: 0.0025 s/iter. Inference: 0.3648 s/iter. Eval: 0.1012 s/iter. Total: 0.4686 s/iter. ETA=0:23:18
[07/07 05:15:48] d2.evaluation.evaluator INFO: Inference done 2026/5000. Dataloading: 0.0025 s/iter. Inference: 0.3649 s/iter. Eval: 0.1011 s/iter. Total: 0.4686 s/iter. ETA=0:23:13
[07/07 05:15:53] d2.evaluation.evaluator INFO: Inference done 2037/5000. Dataloading: 0.0025 s/iter. Inference: 0.3649 s/iter. Eval: 0.1011 s/iter. Total: 0.4686 s/iter. ETA=0:23:08
[07/07 05:15:58] d2.evaluation.evaluator INFO: Inference done 2048/5000. Dataloading: 0.0025 s/iter. Inference: 0.3649 s/iter. Eval: 0.1011 s/iter. Total: 0.4686 s/iter. ETA=0:23:03
[07/07 05:16:04] d2.evaluation.evaluator INFO: Inference done 2059/5000. Dataloading: 0.0025 s/iter. Inference: 0.3650 s/iter. Eval: 0.1010 s/iter. Total: 0.4686 s/iter. ETA=0:22:58
[07/07 05:16:09] d2.evaluation.evaluator INFO: Inference done 2070/5000. Dataloading: 0.0025 s/iter. Inference: 0.3650 s/iter. Eval: 0.1010 s/iter. Total: 0.4686 s/iter. ETA=0:22:53
[07/07 05:16:14] d2.evaluation.evaluator INFO: Inference done 2082/5000. Dataloading: 0.0025 s/iter. Inference: 0.3651 s/iter. Eval: 0.1008 s/iter. Total: 0.4685 s/iter. ETA=0:22:47
[07/07 05:16:19] d2.evaluation.evaluator INFO: Inference done 2093/5000. Dataloading: 0.0025 s/iter. Inference: 0.3650 s/iter. Eval: 0.1009 s/iter. Total: 0.4686 s/iter. ETA=0:22:42
[07/07 05:16:25] d2.evaluation.evaluator INFO: Inference done 2104/5000. Dataloading: 0.0025 s/iter. Inference: 0.3651 s/iter. Eval: 0.1008 s/iter. Total: 0.4686 s/iter. ETA=0:22:37
[07/07 05:16:30] d2.evaluation.evaluator INFO: Inference done 2115/5000. Dataloading: 0.0025 s/iter. Inference: 0.3651 s/iter. Eval: 0.1009 s/iter. Total: 0.4686 s/iter. ETA=0:22:31
[07/07 05:16:35] d2.evaluation.evaluator INFO: Inference done 2127/5000. Dataloading: 0.0025 s/iter. Inference: 0.3652 s/iter. Eval: 0.1007 s/iter. Total: 0.4685 s/iter. ETA=0:22:25
[07/07 05:16:40] d2.evaluation.evaluator INFO: Inference done 2138/5000. Dataloading: 0.0025 s/iter. Inference: 0.3651 s/iter. Eval: 0.1007 s/iter. Total: 0.4684 s/iter. ETA=0:22:20
[07/07 05:16:45] d2.evaluation.evaluator INFO: Inference done 2149/5000. Dataloading: 0.0025 s/iter. Inference: 0.3651 s/iter. Eval: 0.1007 s/iter. Total: 0.4684 s/iter. ETA=0:22:15
[07/07 05:16:51] d2.evaluation.evaluator INFO: Inference done 2160/5000. Dataloading: 0.0025 s/iter. Inference: 0.3651 s/iter. Eval: 0.1007 s/iter. Total: 0.4684 s/iter. ETA=0:22:10
[07/07 05:16:56] d2.evaluation.evaluator INFO: Inference done 2171/5000. Dataloading: 0.0025 s/iter. Inference: 0.3651 s/iter. Eval: 0.1007 s/iter. Total: 0.4684 s/iter. ETA=0:22:05
[07/07 05:17:01] d2.evaluation.evaluator INFO: Inference done 2183/5000. Dataloading: 0.0025 s/iter. Inference: 0.3650 s/iter. Eval: 0.1007 s/iter. Total: 0.4683 s/iter. ETA=0:21:59
[07/07 05:17:06] d2.evaluation.evaluator INFO: Inference done 2195/5000. Dataloading: 0.0025 s/iter. Inference: 0.3649 s/iter. Eval: 0.1006 s/iter. Total: 0.4682 s/iter. ETA=0:21:53
[07/07 05:17:12] d2.evaluation.evaluator INFO: Inference done 2206/5000. Dataloading: 0.0025 s/iter. Inference: 0.3649 s/iter. Eval: 0.1007 s/iter. Total: 0.4682 s/iter. ETA=0:21:48
[07/07 05:17:17] d2.evaluation.evaluator INFO: Inference done 2218/5000. Dataloading: 0.0025 s/iter. Inference: 0.3649 s/iter. Eval: 0.1006 s/iter. Total: 0.4681 s/iter. ETA=0:21:42
[07/07 05:17:22] d2.evaluation.evaluator INFO: Inference done 2229/5000. Dataloading: 0.0025 s/iter. Inference: 0.3648 s/iter. Eval: 0.1007 s/iter. Total: 0.4681 s/iter. ETA=0:21:37
[07/07 05:17:27] d2.evaluation.evaluator INFO: Inference done 2241/5000. Dataloading: 0.0025 s/iter. Inference: 0.3648 s/iter. Eval: 0.1006 s/iter. Total: 0.4680 s/iter. ETA=0:21:31
[07/07 05:17:33] d2.evaluation.evaluator INFO: Inference done 2253/5000. Dataloading: 0.0025 s/iter. Inference: 0.3647 s/iter. Eval: 0.1006 s/iter. Total: 0.4679 s/iter. ETA=0:21:25
[07/07 05:17:38] d2.evaluation.evaluator INFO: Inference done 2265/5000. Dataloading: 0.0025 s/iter. Inference: 0.3648 s/iter. Eval: 0.1004 s/iter. Total: 0.4678 s/iter. ETA=0:21:19
[07/07 05:17:43] d2.evaluation.evaluator INFO: Inference done 2276/5000. Dataloading: 0.0025 s/iter. Inference: 0.3647 s/iter. Eval: 0.1005 s/iter. Total: 0.4678 s/iter. ETA=0:21:14
[07/07 05:17:49] d2.evaluation.evaluator INFO: Inference done 2288/5000. Dataloading: 0.0025 s/iter. Inference: 0.3647 s/iter. Eval: 0.1004 s/iter. Total: 0.4677 s/iter. ETA=0:21:08
[07/07 05:17:54] d2.evaluation.evaluator INFO: Inference done 2300/5000. Dataloading: 0.0025 s/iter. Inference: 0.3647 s/iter. Eval: 0.1004 s/iter. Total: 0.4676 s/iter. ETA=0:21:02
[07/07 05:17:59] d2.evaluation.evaluator INFO: Inference done 2311/5000. Dataloading: 0.0025 s/iter. Inference: 0.3646 s/iter. Eval: 0.1005 s/iter. Total: 0.4676 s/iter. ETA=0:20:57
[07/07 05:18:05] d2.evaluation.evaluator INFO: Inference done 2323/5000. Dataloading: 0.0025 s/iter. Inference: 0.3647 s/iter. Eval: 0.1002 s/iter. Total: 0.4675 s/iter. ETA=0:20:51
[07/07 05:18:10] d2.evaluation.evaluator INFO: Inference done 2334/5000. Dataloading: 0.0025 s/iter. Inference: 0.3646 s/iter. Eval: 0.1002 s/iter. Total: 0.4674 s/iter. ETA=0:20:46
[07/07 05:18:15] d2.evaluation.evaluator INFO: Inference done 2346/5000. Dataloading: 0.0025 s/iter. Inference: 0.3647 s/iter. Eval: 0.1000 s/iter. Total: 0.4673 s/iter. ETA=0:20:40
[07/07 05:18:20] d2.evaluation.evaluator INFO: Inference done 2357/5000. Dataloading: 0.0025 s/iter. Inference: 0.3647 s/iter. Eval: 0.1000 s/iter. Total: 0.4674 s/iter. ETA=0:20:35
[07/07 05:18:26] d2.evaluation.evaluator INFO: Inference done 2369/5000. Dataloading: 0.0025 s/iter. Inference: 0.3647 s/iter. Eval: 0.1000 s/iter. Total: 0.4673 s/iter. ETA=0:20:29
[07/07 05:18:31] d2.evaluation.evaluator INFO: Inference done 2380/5000. Dataloading: 0.0025 s/iter. Inference: 0.3646 s/iter. Eval: 0.1001 s/iter. Total: 0.4673 s/iter. ETA=0:20:24
[07/07 05:18:36] d2.evaluation.evaluator INFO: Inference done 2391/5000. Dataloading: 0.0025 s/iter. Inference: 0.3646 s/iter. Eval: 0.1001 s/iter. Total: 0.4673 s/iter. ETA=0:20:19
[07/07 05:18:41] d2.evaluation.evaluator INFO: Inference done 2402/5000. Dataloading: 0.0025 s/iter. Inference: 0.3647 s/iter. Eval: 0.1000 s/iter. Total: 0.4673 s/iter. ETA=0:20:13
[07/07 05:18:46] d2.evaluation.evaluator INFO: Inference done 2413/5000. Dataloading: 0.0025 s/iter. Inference: 0.3646 s/iter. Eval: 0.1001 s/iter. Total: 0.4672 s/iter. ETA=0:20:08
[07/07 05:18:51] d2.evaluation.evaluator INFO: Inference done 2424/5000. Dataloading: 0.0025 s/iter. Inference: 0.3646 s/iter. Eval: 0.1001 s/iter. Total: 0.4673 s/iter. ETA=0:20:03
[07/07 05:18:57] d2.evaluation.evaluator INFO: Inference done 2436/5000. Dataloading: 0.0025 s/iter. Inference: 0.3645 s/iter. Eval: 0.1001 s/iter. Total: 0.4672 s/iter. ETA=0:19:57
[07/07 05:19:02] d2.evaluation.evaluator INFO: Inference done 2447/5000. Dataloading: 0.0025 s/iter. Inference: 0.3646 s/iter. Eval: 0.1000 s/iter. Total: 0.4672 s/iter. ETA=0:19:52
[07/07 05:19:07] d2.evaluation.evaluator INFO: Inference done 2458/5000. Dataloading: 0.0025 s/iter. Inference: 0.3646 s/iter. Eval: 0.1000 s/iter. Total: 0.4671 s/iter. ETA=0:19:47
[07/07 05:19:12] d2.evaluation.evaluator INFO: Inference done 2470/5000. Dataloading: 0.0025 s/iter. Inference: 0.3646 s/iter. Eval: 0.0999 s/iter. Total: 0.4671 s/iter. ETA=0:19:41
[07/07 05:19:17] d2.evaluation.evaluator INFO: Inference done 2481/5000. Dataloading: 0.0025 s/iter. Inference: 0.3645 s/iter. Eval: 0.0999 s/iter. Total: 0.4670 s/iter. ETA=0:19:36
[07/07 05:19:22] d2.evaluation.evaluator INFO: Inference done 2492/5000. Dataloading: 0.0025 s/iter. Inference: 0.3645 s/iter. Eval: 0.0999 s/iter. Total: 0.4670 s/iter. ETA=0:19:31
[07/07 05:19:28] d2.evaluation.evaluator INFO: Inference done 2504/5000. Dataloading: 0.0025 s/iter. Inference: 0.3645 s/iter. Eval: 0.0998 s/iter. Total: 0.4669 s/iter. ETA=0:19:25
[07/07 05:19:33] d2.evaluation.evaluator INFO: Inference done 2515/5000. Dataloading: 0.0025 s/iter. Inference: 0.3644 s/iter. Eval: 0.0999 s/iter. Total: 0.4669 s/iter. ETA=0:19:20
[07/07 05:19:38] d2.evaluation.evaluator INFO: Inference done 2526/5000. Dataloading: 0.0025 s/iter. Inference: 0.3645 s/iter. Eval: 0.0998 s/iter. Total: 0.4669 s/iter. ETA=0:19:15
[07/07 05:19:44] d2.evaluation.evaluator INFO: Inference done 2538/5000. Dataloading: 0.0025 s/iter. Inference: 0.3644 s/iter. Eval: 0.0999 s/iter. Total: 0.4668 s/iter. ETA=0:19:09
[07/07 05:19:49] d2.evaluation.evaluator INFO: Inference done 2549/5000. Dataloading: 0.0025 s/iter. Inference: 0.3644 s/iter. Eval: 0.0998 s/iter. Total: 0.4668 s/iter. ETA=0:19:04
[07/07 05:19:54] d2.evaluation.evaluator INFO: Inference done 2560/5000. Dataloading: 0.0025 s/iter. Inference: 0.3644 s/iter. Eval: 0.0998 s/iter. Total: 0.4668 s/iter. ETA=0:18:59
[07/07 05:19:59] d2.evaluation.evaluator INFO: Inference done 2571/5000. Dataloading: 0.0025 s/iter. Inference: 0.3644 s/iter. Eval: 0.0999 s/iter. Total: 0.4668 s/iter. ETA=0:18:53
[07/07 05:20:04] d2.evaluation.evaluator INFO: Inference done 2582/5000. Dataloading: 0.0025 s/iter. Inference: 0.3643 s/iter. Eval: 0.0999 s/iter. Total: 0.4668 s/iter. ETA=0:18:48
[07/07 05:20:09] d2.evaluation.evaluator INFO: Inference done 2594/5000. Dataloading: 0.0025 s/iter. Inference: 0.3643 s/iter. Eval: 0.0999 s/iter. Total: 0.4667 s/iter. ETA=0:18:42
[07/07 05:20:14] d2.evaluation.evaluator INFO: Inference done 2605/5000. Dataloading: 0.0025 s/iter. Inference: 0.3643 s/iter. Eval: 0.0998 s/iter. Total: 0.4667 s/iter. ETA=0:18:37
[07/07 05:20:20] d2.evaluation.evaluator INFO: Inference done 2616/5000. Dataloading: 0.0025 s/iter. Inference: 0.3643 s/iter. Eval: 0.0999 s/iter. Total: 0.4668 s/iter. ETA=0:18:32
[07/07 05:20:25] d2.evaluation.evaluator INFO: Inference done 2628/5000. Dataloading: 0.0025 s/iter. Inference: 0.3643 s/iter. Eval: 0.0999 s/iter. Total: 0.4667 s/iter. ETA=0:18:27
[07/07 05:20:30] d2.evaluation.evaluator INFO: Inference done 2639/5000. Dataloading: 0.0025 s/iter. Inference: 0.3643 s/iter. Eval: 0.0999 s/iter. Total: 0.4667 s/iter. ETA=0:18:21
[07/07 05:20:36] d2.evaluation.evaluator INFO: Inference done 2650/5000. Dataloading: 0.0025 s/iter. Inference: 0.3642 s/iter. Eval: 0.0999 s/iter. Total: 0.4667 s/iter. ETA=0:18:16
[07/07 05:20:41] d2.evaluation.evaluator INFO: Inference done 2662/5000. Dataloading: 0.0025 s/iter. Inference: 0.3643 s/iter. Eval: 0.0998 s/iter. Total: 0.4666 s/iter. ETA=0:18:11
[07/07 05:20:46] d2.evaluation.evaluator INFO: Inference done 2673/5000. Dataloading: 0.0025 s/iter. Inference: 0.3643 s/iter. Eval: 0.0998 s/iter. Total: 0.4666 s/iter. ETA=0:18:05
[07/07 05:20:51] d2.evaluation.evaluator INFO: Inference done 2684/5000. Dataloading: 0.0025 s/iter. Inference: 0.3643 s/iter. Eval: 0.0998 s/iter. Total: 0.4666 s/iter. ETA=0:18:00
[07/07 05:20:56] d2.evaluation.evaluator INFO: Inference done 2695/5000. Dataloading: 0.0025 s/iter. Inference: 0.3643 s/iter. Eval: 0.0997 s/iter. Total: 0.4666 s/iter. ETA=0:17:55
[07/07 05:21:01] d2.evaluation.evaluator INFO: Inference done 2706/5000. Dataloading: 0.0025 s/iter. Inference: 0.3644 s/iter. Eval: 0.0997 s/iter. Total: 0.4666 s/iter. ETA=0:17:50
[07/07 05:21:07] d2.evaluation.evaluator INFO: Inference done 2718/5000. Dataloading: 0.0025 s/iter. Inference: 0.3644 s/iter. Eval: 0.0996 s/iter. Total: 0.4665 s/iter. ETA=0:17:44
[07/07 05:21:12] d2.evaluation.evaluator INFO: Inference done 2729/5000. Dataloading: 0.0025 s/iter. Inference: 0.3643 s/iter. Eval: 0.0996 s/iter. Total: 0.4666 s/iter. ETA=0:17:39
[07/07 05:21:17] d2.evaluation.evaluator INFO: Inference done 2741/5000. Dataloading: 0.0025 s/iter. Inference: 0.3643 s/iter. Eval: 0.0996 s/iter. Total: 0.4665 s/iter. ETA=0:17:33
[07/07 05:21:22] d2.evaluation.evaluator INFO: Inference done 2752/5000. Dataloading: 0.0025 s/iter. Inference: 0.3643 s/iter. Eval: 0.0996 s/iter. Total: 0.4665 s/iter. ETA=0:17:28
[07/07 05:21:28] d2.evaluation.evaluator INFO: Inference done 2764/5000. Dataloading: 0.0025 s/iter. Inference: 0.3643 s/iter. Eval: 0.0995 s/iter. Total: 0.4664 s/iter. ETA=0:17:22
[07/07 05:21:33] d2.evaluation.evaluator INFO: Inference done 2775/5000. Dataloading: 0.0025 s/iter. Inference: 0.3643 s/iter. Eval: 0.0995 s/iter. Total: 0.4664 s/iter. ETA=0:17:17
[07/07 05:21:38] d2.evaluation.evaluator INFO: Inference done 2786/5000. Dataloading: 0.0025 s/iter. Inference: 0.3643 s/iter. Eval: 0.0996 s/iter. Total: 0.4665 s/iter. ETA=0:17:12
[07/07 05:21:43] d2.evaluation.evaluator INFO: Inference done 2797/5000. Dataloading: 0.0025 s/iter. Inference: 0.3643 s/iter. Eval: 0.0996 s/iter. Total: 0.4665 s/iter. ETA=0:17:07
[07/07 05:21:48] d2.evaluation.evaluator INFO: Inference done 2808/5000. Dataloading: 0.0025 s/iter. Inference: 0.3643 s/iter. Eval: 0.0996 s/iter. Total: 0.4664 s/iter. ETA=0:17:02
[07/07 05:21:54] d2.evaluation.evaluator INFO: Inference done 2819/5000. Dataloading: 0.0025 s/iter. Inference: 0.3642 s/iter. Eval: 0.0996 s/iter. Total: 0.4664 s/iter. ETA=0:16:57
[07/07 05:21:59] d2.evaluation.evaluator INFO: Inference done 2830/5000. Dataloading: 0.0025 s/iter. Inference: 0.3642 s/iter. Eval: 0.0997 s/iter. Total: 0.4664 s/iter. ETA=0:16:52
[07/07 05:22:04] d2.evaluation.evaluator INFO: Inference done 2841/5000. Dataloading: 0.0025 s/iter. Inference: 0.3642 s/iter. Eval: 0.0997 s/iter. Total: 0.4664 s/iter. ETA=0:16:47
[07/07 05:22:09] d2.evaluation.evaluator INFO: Inference done 2852/5000. Dataloading: 0.0025 s/iter. Inference: 0.3642 s/iter. Eval: 0.0997 s/iter. Total: 0.4664 s/iter. ETA=0:16:41
[07/07 05:22:14] d2.evaluation.evaluator INFO: Inference done 2864/5000. Dataloading: 0.0025 s/iter. Inference: 0.3641 s/iter. Eval: 0.0996 s/iter. Total: 0.4663 s/iter. ETA=0:16:35
[07/07 05:22:19] d2.evaluation.evaluator INFO: Inference done 2875/5000. Dataloading: 0.0025 s/iter. Inference: 0.3641 s/iter. Eval: 0.0996 s/iter. Total: 0.4663 s/iter. ETA=0:16:30
[07/07 05:22:24] d2.evaluation.evaluator INFO: Inference done 2886/5000. Dataloading: 0.0025 s/iter. Inference: 0.3641 s/iter. Eval: 0.0996 s/iter. Total: 0.4663 s/iter. ETA=0:16:25
[07/07 05:22:30] d2.evaluation.evaluator INFO: Inference done 2898/5000. Dataloading: 0.0025 s/iter. Inference: 0.3640 s/iter. Eval: 0.0996 s/iter. Total: 0.4662 s/iter. ETA=0:16:19
[07/07 05:22:35] d2.evaluation.evaluator INFO: Inference done 2909/5000. Dataloading: 0.0025 s/iter. Inference: 0.3640 s/iter. Eval: 0.0997 s/iter. Total: 0.4662 s/iter. ETA=0:16:14
[07/07 05:22:40] d2.evaluation.evaluator INFO: Inference done 2920/5000. Dataloading: 0.0025 s/iter. Inference: 0.3640 s/iter. Eval: 0.0997 s/iter. Total: 0.4662 s/iter. ETA=0:16:09
[07/07 05:22:45] d2.evaluation.evaluator INFO: Inference done 2931/5000. Dataloading: 0.0025 s/iter. Inference: 0.3639 s/iter. Eval: 0.0997 s/iter. Total: 0.4662 s/iter. ETA=0:16:04
[07/07 05:22:50] d2.evaluation.evaluator INFO: Inference done 2942/5000. Dataloading: 0.0025 s/iter. Inference: 0.3639 s/iter. Eval: 0.0997 s/iter. Total: 0.4662 s/iter. ETA=0:15:59
[07/07 05:22:56] d2.evaluation.evaluator INFO: Inference done 2954/5000. Dataloading: 0.0025 s/iter. Inference: 0.3639 s/iter. Eval: 0.0997 s/iter. Total: 0.4661 s/iter. ETA=0:15:53
[07/07 05:23:01] d2.evaluation.evaluator INFO: Inference done 2966/5000. Dataloading: 0.0025 s/iter. Inference: 0.3638 s/iter. Eval: 0.0997 s/iter. Total: 0.4660 s/iter. ETA=0:15:47
[07/07 05:23:06] d2.evaluation.evaluator INFO: Inference done 2977/5000. Dataloading: 0.0025 s/iter. Inference: 0.3638 s/iter. Eval: 0.0996 s/iter. Total: 0.4660 s/iter. ETA=0:15:42
[07/07 05:23:11] d2.evaluation.evaluator INFO: Inference done 2988/5000. Dataloading: 0.0025 s/iter. Inference: 0.3638 s/iter. Eval: 0.0997 s/iter. Total: 0.4660 s/iter. ETA=0:15:37
[07/07 05:23:16] d2.evaluation.evaluator INFO: Inference done 2999/5000. Dataloading: 0.0025 s/iter. Inference: 0.3639 s/iter. Eval: 0.0997 s/iter. Total: 0.4661 s/iter. ETA=0:15:32
[07/07 05:23:22] d2.evaluation.evaluator INFO: Inference done 3010/5000. Dataloading: 0.0025 s/iter. Inference: 0.3639 s/iter. Eval: 0.0996 s/iter. Total: 0.4661 s/iter. ETA=0:15:27
[07/07 05:23:27] d2.evaluation.evaluator INFO: Inference done 3021/5000. Dataloading: 0.0025 s/iter. Inference: 0.3640 s/iter. Eval: 0.0996 s/iter. Total: 0.4661 s/iter. ETA=0:15:22
[07/07 05:23:32] d2.evaluation.evaluator INFO: Inference done 3032/5000. Dataloading: 0.0025 s/iter. Inference: 0.3640 s/iter. Eval: 0.0997 s/iter. Total: 0.4662 s/iter. ETA=0:15:17
[07/07 05:23:37] d2.evaluation.evaluator INFO: Inference done 3043/5000. Dataloading: 0.0025 s/iter. Inference: 0.3640 s/iter. Eval: 0.0996 s/iter. Total: 0.4661 s/iter. ETA=0:15:12
[07/07 05:23:42] d2.evaluation.evaluator INFO: Inference done 3054/5000. Dataloading: 0.0025 s/iter. Inference: 0.3640 s/iter. Eval: 0.0996 s/iter. Total: 0.4661 s/iter. ETA=0:15:07
[07/07 05:23:47] d2.evaluation.evaluator INFO: Inference done 3065/5000. Dataloading: 0.0025 s/iter. Inference: 0.3641 s/iter. Eval: 0.0995 s/iter. Total: 0.4661 s/iter. ETA=0:15:01
[07/07 05:23:52] d2.evaluation.evaluator INFO: Inference done 3076/5000. Dataloading: 0.0025 s/iter. Inference: 0.3640 s/iter. Eval: 0.0995 s/iter. Total: 0.4661 s/iter. ETA=0:14:56
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[07/07 05:24:03] d2.evaluation.evaluator INFO: Inference done 3098/5000. Dataloading: 0.0025 s/iter. Inference: 0.3641 s/iter. Eval: 0.0995 s/iter. Total: 0.4661 s/iter. ETA=0:14:46
[07/07 05:24:08] d2.evaluation.evaluator INFO: Inference done 3109/5000. Dataloading: 0.0025 s/iter. Inference: 0.3641 s/iter. Eval: 0.0995 s/iter. Total: 0.4662 s/iter. ETA=0:14:41
[07/07 05:24:13] d2.evaluation.evaluator INFO: Inference done 3120/5000. Dataloading: 0.0025 s/iter. Inference: 0.3641 s/iter. Eval: 0.0995 s/iter. Total: 0.4661 s/iter. ETA=0:14:36
[07/07 05:24:18] d2.evaluation.evaluator INFO: Inference done 3131/5000. Dataloading: 0.0025 s/iter. Inference: 0.3641 s/iter. Eval: 0.0995 s/iter. Total: 0.4661 s/iter. ETA=0:14:31
[07/07 05:24:23] d2.evaluation.evaluator INFO: Inference done 3142/5000. Dataloading: 0.0025 s/iter. Inference: 0.3641 s/iter. Eval: 0.0995 s/iter. Total: 0.4662 s/iter. ETA=0:14:26
[07/07 05:24:29] d2.evaluation.evaluator INFO: Inference done 3153/5000. Dataloading: 0.0025 s/iter. Inference: 0.3641 s/iter. Eval: 0.0995 s/iter. Total: 0.4662 s/iter. ETA=0:14:20
[07/07 05:24:34] d2.evaluation.evaluator INFO: Inference done 3164/5000. Dataloading: 0.0025 s/iter. Inference: 0.3641 s/iter. Eval: 0.0996 s/iter. Total: 0.4662 s/iter. ETA=0:14:15
[07/07 05:24:39] d2.evaluation.evaluator INFO: Inference done 3175/5000. Dataloading: 0.0025 s/iter. Inference: 0.3641 s/iter. Eval: 0.0995 s/iter. Total: 0.4662 s/iter. ETA=0:14:10
[07/07 05:24:44] d2.evaluation.evaluator INFO: Inference done 3186/5000. Dataloading: 0.0025 s/iter. Inference: 0.3642 s/iter. Eval: 0.0995 s/iter. Total: 0.4662 s/iter. ETA=0:14:05
[07/07 05:24:49] d2.evaluation.evaluator INFO: Inference done 3197/5000. Dataloading: 0.0025 s/iter. Inference: 0.3642 s/iter. Eval: 0.0995 s/iter. Total: 0.4662 s/iter. ETA=0:14:00
[07/07 05:24:55] d2.evaluation.evaluator INFO: Inference done 3208/5000. Dataloading: 0.0025 s/iter. Inference: 0.3642 s/iter. Eval: 0.0995 s/iter. Total: 0.4663 s/iter. ETA=0:13:55
[07/07 05:25:00] d2.evaluation.evaluator INFO: Inference done 3219/5000. Dataloading: 0.0025 s/iter. Inference: 0.3642 s/iter. Eval: 0.0996 s/iter. Total: 0.4663 s/iter. ETA=0:13:50
[07/07 05:25:05] d2.evaluation.evaluator INFO: Inference done 3230/5000. Dataloading: 0.0025 s/iter. Inference: 0.3642 s/iter. Eval: 0.0996 s/iter. Total: 0.4664 s/iter. ETA=0:13:45
[07/07 05:25:10] d2.evaluation.evaluator INFO: Inference done 3241/5000. Dataloading: 0.0025 s/iter. Inference: 0.3642 s/iter. Eval: 0.0996 s/iter. Total: 0.4664 s/iter. ETA=0:13:40
[07/07 05:25:16] d2.evaluation.evaluator INFO: Inference done 3253/5000. Dataloading: 0.0025 s/iter. Inference: 0.3642 s/iter. Eval: 0.0996 s/iter. Total: 0.4663 s/iter. ETA=0:13:34
[07/07 05:25:21] d2.evaluation.evaluator INFO: Inference done 3264/5000. Dataloading: 0.0025 s/iter. Inference: 0.3642 s/iter. Eval: 0.0996 s/iter. Total: 0.4663 s/iter. ETA=0:13:29
[07/07 05:25:26] d2.evaluation.evaluator INFO: Inference done 3275/5000. Dataloading: 0.0025 s/iter. Inference: 0.3642 s/iter. Eval: 0.0995 s/iter. Total: 0.4662 s/iter. ETA=0:13:24
[07/07 05:25:31] d2.evaluation.evaluator INFO: Inference done 3286/5000. Dataloading: 0.0025 s/iter. Inference: 0.3641 s/iter. Eval: 0.0996 s/iter. Total: 0.4663 s/iter. ETA=0:13:19
[07/07 05:25:36] d2.evaluation.evaluator INFO: Inference done 3297/5000. Dataloading: 0.0025 s/iter. Inference: 0.3641 s/iter. Eval: 0.0996 s/iter. Total: 0.4663 s/iter. ETA=0:13:14
[07/07 05:25:41] d2.evaluation.evaluator INFO: Inference done 3308/5000. Dataloading: 0.0025 s/iter. Inference: 0.3641 s/iter. Eval: 0.0996 s/iter. Total: 0.4663 s/iter. ETA=0:13:08
[07/07 05:25:47] d2.evaluation.evaluator INFO: Inference done 3319/5000. Dataloading: 0.0025 s/iter. Inference: 0.3641 s/iter. Eval: 0.0997 s/iter. Total: 0.4663 s/iter. ETA=0:13:03
[07/07 05:25:52] d2.evaluation.evaluator INFO: Inference done 3330/5000. Dataloading: 0.0025 s/iter. Inference: 0.3642 s/iter. Eval: 0.0997 s/iter. Total: 0.4664 s/iter. ETA=0:12:58
[07/07 05:25:57] d2.evaluation.evaluator INFO: Inference done 3341/5000. Dataloading: 0.0025 s/iter. Inference: 0.3642 s/iter. Eval: 0.0997 s/iter. Total: 0.4664 s/iter. ETA=0:12:53
[07/07 05:26:02] d2.evaluation.evaluator INFO: Inference done 3352/5000. Dataloading: 0.0025 s/iter. Inference: 0.3642 s/iter. Eval: 0.0997 s/iter. Total: 0.4664 s/iter. ETA=0:12:48
[07/07 05:26:07] d2.evaluation.evaluator INFO: Inference done 3363/5000. Dataloading: 0.0025 s/iter. Inference: 0.3642 s/iter. Eval: 0.0997 s/iter. Total: 0.4665 s/iter. ETA=0:12:43
[07/07 05:26:13] d2.evaluation.evaluator INFO: Inference done 3374/5000. Dataloading: 0.0025 s/iter. Inference: 0.3642 s/iter. Eval: 0.0997 s/iter. Total: 0.4665 s/iter. ETA=0:12:38
[07/07 05:26:18] d2.evaluation.evaluator INFO: Inference done 3386/5000. Dataloading: 0.0025 s/iter. Inference: 0.3642 s/iter. Eval: 0.0997 s/iter. Total: 0.4664 s/iter. ETA=0:12:32
[07/07 05:26:23] d2.evaluation.evaluator INFO: Inference done 3398/5000. Dataloading: 0.0025 s/iter. Inference: 0.3641 s/iter. Eval: 0.0997 s/iter. Total: 0.4663 s/iter. ETA=0:12:27
[07/07 05:26:28] d2.evaluation.evaluator INFO: Inference done 3409/5000. Dataloading: 0.0025 s/iter. Inference: 0.3640 s/iter. Eval: 0.0997 s/iter. Total: 0.4663 s/iter. ETA=0:12:21
[07/07 05:26:34] d2.evaluation.evaluator INFO: Inference done 3420/5000. Dataloading: 0.0025 s/iter. Inference: 0.3640 s/iter. Eval: 0.0997 s/iter. Total: 0.4663 s/iter. ETA=0:12:16
[07/07 05:26:39] d2.evaluation.evaluator INFO: Inference done 3431/5000. Dataloading: 0.0025 s/iter. Inference: 0.3641 s/iter. Eval: 0.0997 s/iter. Total: 0.4663 s/iter. ETA=0:12:11
[07/07 05:26:44] d2.evaluation.evaluator INFO: Inference done 3442/5000. Dataloading: 0.0025 s/iter. Inference: 0.3641 s/iter. Eval: 0.0998 s/iter. Total: 0.4664 s/iter. ETA=0:12:06
[07/07 05:26:49] d2.evaluation.evaluator INFO: Inference done 3454/5000. Dataloading: 0.0025 s/iter. Inference: 0.3640 s/iter. Eval: 0.0997 s/iter. Total: 0.4663 s/iter. ETA=0:12:00
[07/07 05:26:54] d2.evaluation.evaluator INFO: Inference done 3465/5000. Dataloading: 0.0025 s/iter. Inference: 0.3640 s/iter. Eval: 0.0997 s/iter. Total: 0.4663 s/iter. ETA=0:11:55
[07/07 05:27:00] d2.evaluation.evaluator INFO: Inference done 3476/5000. Dataloading: 0.0025 s/iter. Inference: 0.3641 s/iter. Eval: 0.0996 s/iter. Total: 0.4663 s/iter. ETA=0:11:50
[07/07 05:27:05] d2.evaluation.evaluator INFO: Inference done 3487/5000. Dataloading: 0.0025 s/iter. Inference: 0.3641 s/iter. Eval: 0.0996 s/iter. Total: 0.4663 s/iter. ETA=0:11:45
[07/07 05:27:10] d2.evaluation.evaluator INFO: Inference done 3499/5000. Dataloading: 0.0025 s/iter. Inference: 0.3641 s/iter. Eval: 0.0996 s/iter. Total: 0.4662 s/iter. ETA=0:11:39
[07/07 05:27:15] d2.evaluation.evaluator INFO: Inference done 3510/5000. Dataloading: 0.0025 s/iter. Inference: 0.3641 s/iter. Eval: 0.0996 s/iter. Total: 0.4662 s/iter. ETA=0:11:34
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[07/07 05:27:26] d2.evaluation.evaluator INFO: Inference done 3533/5000. Dataloading: 0.0025 s/iter. Inference: 0.3640 s/iter. Eval: 0.0996 s/iter. Total: 0.4662 s/iter. ETA=0:11:23
[07/07 05:27:31] d2.evaluation.evaluator INFO: Inference done 3544/5000. Dataloading: 0.0025 s/iter. Inference: 0.3640 s/iter. Eval: 0.0996 s/iter. Total: 0.4661 s/iter. ETA=0:11:18
[07/07 05:27:36] d2.evaluation.evaluator INFO: Inference done 3555/5000. Dataloading: 0.0025 s/iter. Inference: 0.3640 s/iter. Eval: 0.0996 s/iter. Total: 0.4661 s/iter. ETA=0:11:13
[07/07 05:27:41] d2.evaluation.evaluator INFO: Inference done 3567/5000. Dataloading: 0.0025 s/iter. Inference: 0.3640 s/iter. Eval: 0.0995 s/iter. Total: 0.4660 s/iter. ETA=0:11:07
[07/07 05:27:46] d2.evaluation.evaluator INFO: Inference done 3578/5000. Dataloading: 0.0025 s/iter. Inference: 0.3640 s/iter. Eval: 0.0995 s/iter. Total: 0.4660 s/iter. ETA=0:11:02
[07/07 05:27:51] d2.evaluation.evaluator INFO: Inference done 3589/5000. Dataloading: 0.0025 s/iter. Inference: 0.3640 s/iter. Eval: 0.0995 s/iter. Total: 0.4661 s/iter. ETA=0:10:57
[07/07 05:27:57] d2.evaluation.evaluator INFO: Inference done 3600/5000. Dataloading: 0.0025 s/iter. Inference: 0.3640 s/iter. Eval: 0.0995 s/iter. Total: 0.4661 s/iter. ETA=0:10:52
[07/07 05:28:02] d2.evaluation.evaluator INFO: Inference done 3611/5000. Dataloading: 0.0025 s/iter. Inference: 0.3641 s/iter. Eval: 0.0995 s/iter. Total: 0.4661 s/iter. ETA=0:10:47
[07/07 05:28:07] d2.evaluation.evaluator INFO: Inference done 3623/5000. Dataloading: 0.0025 s/iter. Inference: 0.3641 s/iter. Eval: 0.0995 s/iter. Total: 0.4660 s/iter. ETA=0:10:41
[07/07 05:28:12] d2.evaluation.evaluator INFO: Inference done 3634/5000. Dataloading: 0.0025 s/iter. Inference: 0.3641 s/iter. Eval: 0.0995 s/iter. Total: 0.4661 s/iter. ETA=0:10:36
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[07/07 05:28:28] d2.evaluation.evaluator INFO: Inference done 3667/5000. Dataloading: 0.0025 s/iter. Inference: 0.3640 s/iter. Eval: 0.0995 s/iter. Total: 0.4660 s/iter. ETA=0:10:21
[07/07 05:28:33] d2.evaluation.evaluator INFO: Inference done 3678/5000. Dataloading: 0.0025 s/iter. Inference: 0.3640 s/iter. Eval: 0.0994 s/iter. Total: 0.4660 s/iter. ETA=0:10:15
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[07/07 05:28:43] d2.evaluation.evaluator INFO: Inference done 3701/5000. Dataloading: 0.0025 s/iter. Inference: 0.3640 s/iter. Eval: 0.0994 s/iter. Total: 0.4659 s/iter. ETA=0:10:05
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[07/07 05:28:53] d2.evaluation.evaluator INFO: Inference done 3723/5000. Dataloading: 0.0025 s/iter. Inference: 0.3640 s/iter. Eval: 0.0994 s/iter. Total: 0.4659 s/iter. ETA=0:09:55
[07/07 05:28:59] d2.evaluation.evaluator INFO: Inference done 3735/5000. Dataloading: 0.0025 s/iter. Inference: 0.3640 s/iter. Eval: 0.0993 s/iter. Total: 0.4659 s/iter. ETA=0:09:49
[07/07 05:29:04] d2.evaluation.evaluator INFO: Inference done 3745/5000. Dataloading: 0.0026 s/iter. Inference: 0.3640 s/iter. Eval: 0.0994 s/iter. Total: 0.4660 s/iter. ETA=0:09:44
[07/07 05:29:09] d2.evaluation.evaluator INFO: Inference done 3756/5000. Dataloading: 0.0026 s/iter. Inference: 0.3640 s/iter. Eval: 0.0993 s/iter. Total: 0.4660 s/iter. ETA=0:09:39
[07/07 05:29:14] d2.evaluation.evaluator INFO: Inference done 3767/5000. Dataloading: 0.0026 s/iter. Inference: 0.3640 s/iter. Eval: 0.0994 s/iter. Total: 0.4660 s/iter. ETA=0:09:34
[07/07 05:29:19] d2.evaluation.evaluator INFO: Inference done 3778/5000. Dataloading: 0.0026 s/iter. Inference: 0.3640 s/iter. Eval: 0.0993 s/iter. Total: 0.4660 s/iter. ETA=0:09:29
[07/07 05:29:24] d2.evaluation.evaluator INFO: Inference done 3789/5000. Dataloading: 0.0026 s/iter. Inference: 0.3640 s/iter. Eval: 0.0994 s/iter. Total: 0.4660 s/iter. ETA=0:09:24
[07/07 05:29:30] d2.evaluation.evaluator INFO: Inference done 3800/5000. Dataloading: 0.0026 s/iter. Inference: 0.3640 s/iter. Eval: 0.0994 s/iter. Total: 0.4660 s/iter. ETA=0:09:19
[07/07 05:29:35] d2.evaluation.evaluator INFO: Inference done 3811/5000. Dataloading: 0.0026 s/iter. Inference: 0.3640 s/iter. Eval: 0.0994 s/iter. Total: 0.4660 s/iter. ETA=0:09:14
[07/07 05:29:40] d2.evaluation.evaluator INFO: Inference done 3822/5000. Dataloading: 0.0026 s/iter. Inference: 0.3640 s/iter. Eval: 0.0993 s/iter. Total: 0.4660 s/iter. ETA=0:09:08
[07/07 05:29:45] d2.evaluation.evaluator INFO: Inference done 3833/5000. Dataloading: 0.0026 s/iter. Inference: 0.3641 s/iter. Eval: 0.0993 s/iter. Total: 0.4660 s/iter. ETA=0:09:03
[07/07 05:29:50] d2.evaluation.evaluator INFO: Inference done 3844/5000. Dataloading: 0.0026 s/iter. Inference: 0.3642 s/iter. Eval: 0.0992 s/iter. Total: 0.4660 s/iter. ETA=0:08:58
[07/07 05:29:55] d2.evaluation.evaluator INFO: Inference done 3855/5000. Dataloading: 0.0026 s/iter. Inference: 0.3641 s/iter. Eval: 0.0992 s/iter. Total: 0.4660 s/iter. ETA=0:08:53
[07/07 05:30:01] d2.evaluation.evaluator INFO: Inference done 3867/5000. Dataloading: 0.0026 s/iter. Inference: 0.3641 s/iter. Eval: 0.0992 s/iter. Total: 0.4660 s/iter. ETA=0:08:47
[07/07 05:30:06] d2.evaluation.evaluator INFO: Inference done 3879/5000. Dataloading: 0.0025 s/iter. Inference: 0.3641 s/iter. Eval: 0.0992 s/iter. Total: 0.4659 s/iter. ETA=0:08:42
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[07/07 05:30:16] d2.evaluation.evaluator INFO: Inference done 3901/5000. Dataloading: 0.0025 s/iter. Inference: 0.3641 s/iter. Eval: 0.0993 s/iter. Total: 0.4659 s/iter. ETA=0:08:32
[07/07 05:30:21] d2.evaluation.evaluator INFO: Inference done 3912/5000. Dataloading: 0.0025 s/iter. Inference: 0.3641 s/iter. Eval: 0.0992 s/iter. Total: 0.4659 s/iter. ETA=0:08:26
[07/07 05:30:27] d2.evaluation.evaluator INFO: Inference done 3923/5000. Dataloading: 0.0025 s/iter. Inference: 0.3641 s/iter. Eval: 0.0992 s/iter. Total: 0.4659 s/iter. ETA=0:08:21
[07/07 05:30:32] d2.evaluation.evaluator INFO: Inference done 3934/5000. Dataloading: 0.0025 s/iter. Inference: 0.3641 s/iter. Eval: 0.0993 s/iter. Total: 0.4659 s/iter. ETA=0:08:16
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[07/07 05:31:03] d2.evaluation.evaluator INFO: Inference done 4003/5000. Dataloading: 0.0025 s/iter. Inference: 0.3639 s/iter. Eval: 0.0993 s/iter. Total: 0.4658 s/iter. ETA=0:07:44
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[07/07 05:31:24] d2.evaluation.evaluator INFO: Inference done 4047/5000. Dataloading: 0.0025 s/iter. Inference: 0.3638 s/iter. Eval: 0.0994 s/iter. Total: 0.4658 s/iter. ETA=0:07:23
[07/07 05:31:29] d2.evaluation.evaluator INFO: Inference done 4058/5000. Dataloading: 0.0025 s/iter. Inference: 0.3638 s/iter. Eval: 0.0993 s/iter. Total: 0.4658 s/iter. ETA=0:07:18
[07/07 05:31:34] d2.evaluation.evaluator INFO: Inference done 4069/5000. Dataloading: 0.0025 s/iter. Inference: 0.3638 s/iter. Eval: 0.0994 s/iter. Total: 0.4658 s/iter. ETA=0:07:13
[07/07 05:31:40] d2.evaluation.evaluator INFO: Inference done 4081/5000. Dataloading: 0.0025 s/iter. Inference: 0.3638 s/iter. Eval: 0.0994 s/iter. Total: 0.4658 s/iter. ETA=0:07:08
[07/07 05:31:45] d2.evaluation.evaluator INFO: Inference done 4092/5000. Dataloading: 0.0025 s/iter. Inference: 0.3638 s/iter. Eval: 0.0993 s/iter. Total: 0.4657 s/iter. ETA=0:07:02
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[07/07 05:32:01] d2.evaluation.evaluator INFO: Inference done 4127/5000. Dataloading: 0.0025 s/iter. Inference: 0.3638 s/iter. Eval: 0.0992 s/iter. Total: 0.4657 s/iter. ETA=0:06:46
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[07/07 05:38:20] d2.evaluation.evaluator INFO: Inference done 4954/5000. Dataloading: 0.0025 s/iter. Inference: 0.3630 s/iter. Eval: 0.0989 s/iter. Total: 0.4645 s/iter. ETA=0:00:21
[07/07 05:38:25] d2.evaluation.evaluator INFO: Inference done 4966/5000. Dataloading: 0.0025 s/iter. Inference: 0.3630 s/iter. Eval: 0.0988 s/iter. Total: 0.4644 s/iter. ETA=0:00:15
[07/07 05:38:30] d2.evaluation.evaluator INFO: Inference done 4977/5000. Dataloading: 0.0025 s/iter. Inference: 0.3630 s/iter. Eval: 0.0989 s/iter. Total: 0.4644 s/iter. ETA=0:00:10
[07/07 05:38:36] d2.evaluation.evaluator INFO: Inference done 4989/5000. Dataloading: 0.0025 s/iter. Inference: 0.3630 s/iter. Eval: 0.0989 s/iter. Total: 0.4644 s/iter. ETA=0:00:05
[07/07 05:38:41] d2.evaluation.evaluator INFO: Inference done 5000/5000. Dataloading: 0.0025 s/iter. Inference: 0.3630 s/iter. Eval: 0.0989 s/iter. Total: 0.4644 s/iter. ETA=0:00:00
[07/07 05:38:41] d2.evaluation.evaluator INFO: Total inference time: 0:38:39.810302 (0.464426 s / iter per device, on 1 devices)
[07/07 05:38:41] d2.evaluation.evaluator INFO: Total inference pure compute time: 0:30:13 (0.362965 s / iter per device, on 1 devices)
[07/07 05:38:41] d2.evaluation.panoptic_evaluation INFO: Writing all panoptic predictions to /tmp/panoptic_evalj30uwee0 ...
[07/07 05:38:51] d2.evaluation.panoptic_evaluation INFO: Panoptic Evaluation Results:
| | PQ | SQ | RQ | #categories |
|:------:|:------:|:------:|:------:|:-------------:|
| All | 54.429 | 83.035 | 64.835 | 133 |
| Things | 60.307 | 84.045 | 71.283 | 80 |
| Stuff | 45.557 | 81.512 | 55.103 | 53 |
[07/07 05:38:54] d2.evaluation.coco_evaluation INFO: Preparing results for COCO format ...
[07/07 05:38:54] d2.evaluation.coco_evaluation INFO: Saving results to ./output/inference/coco_instances_results.json
[07/07 05:38:55] d2.evaluation.coco_evaluation INFO: Evaluating predictions with unofficial COCO API...
[07/07 05:38:55] d2.evaluation.fast_eval_api INFO: Evaluate annotation type *bbox*
[07/07 05:39:04] d2.evaluation.fast_eval_api INFO: COCOeval_opt.evaluate() finished in 9.08 seconds.
[07/07 05:39:05] d2.evaluation.fast_eval_api INFO: Accumulating evaluation results...
[07/07 05:39:06] d2.evaluation.fast_eval_api INFO: COCOeval_opt.accumulate() finished in 1.08 seconds.
[07/07 05:39:06] d2.evaluation.coco_evaluation INFO: Evaluation results for bbox:
| AP | AP50 | AP75 | APs | APm | APl |
|:-----:|:------:|:------:|:-----:|:-----:|:-----:|
| 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 |
[07/07 05:39:06] d2.evaluation.coco_evaluation INFO: Per-category bbox AP:
| category | AP | category | AP | category | AP |
|:--------------------------------------------------------------------------------------------------|:------|:---------------------------------------------------------------------|:------|:-------------------------------|:------|
| person,child,girl,boy,woman,man,people,children,girls,boys,women,men,lady,guy,ladies,guys,clothes | 0.000 | bicycle,bicycles,bike,bikes | 0.000 | car,cars | 0.000 |
| motorcycle,motorcycles | 0.000 | airplane,airplanes | 0.000 | bus,buses | 0.000 |
| train,trains,locomotive,locomotives,freight train | 0.000 | truck,trucks | 0.000 | boat,boats | 0.000 |
| traffic light | 0.000 | fire hydrant | 0.000 | stop sign | 0.000 |
| parking meter | 0.000 | bench,benches | 0.000 | bird,birds | 0.000 |
| cat,cats,kitties,kitty | 0.000 | dog,dogs,puppy,puppies | 0.000 | horse,horses,foal | 0.000 |
| sheep | 0.000 | cow,cows,calf | 0.000 | elephant,elephants | 0.000 |
| bear,bears | 0.000 | zebra,zebras | 0.000 | giraffe,giraffes | 0.000 |
| backpack,backpacks | 0.000 | umbrella,umbrellas | 0.000 | handbag,handbags | 0.000 |
| tie | 0.000 | suitcase,suitcases | 0.000 | frisbee | 0.000 |
| skis | 0.000 | snowboard | 0.000 | sports ball | 0.000 |
| kite,kites | 0.000 | baseball bat | 0.000 | baseball glove | 0.000 |
| skateboard | 0.000 | surfboard | 0.000 | tennis racket | 0.000 |
| bottle,bottles,water bottle | 0.000 | wine glass,wine glasses,wineglass | 0.000 | cup,cups,water cup,water glass | 0.000 |
| fork,forks | 0.000 | knife,knives | 0.000 | spoon,spoons | 0.000 |
| bowl,bowls | 0.000 | banana,bananas | 0.000 | apple,apples,apple fruit | 0.000 |
| sandwich,sandwiches | 0.000 | orange fruit | 0.000 | broccoli | 0.000 |
| carrot,carrots | 0.000 | hot dog | 0.000 | pizza | 0.000 |
| donut,donuts | 0.000 | cake,cakes | 0.000 | chair,chairs | 0.000 |
| couch,sofa,sofas | 0.000 | potted plant,potted plants,pottedplant,pottedplants,planter,planters | 0.000 | bed,beds | 0.000 |
| dining table,dining tables,diningtable,diningtables,plate,plates,diningtable tablecloth | 0.000 | toilet | 0.000 | tv | 0.000 |
| laptop | 0.000 | mouse | 0.000 | tv remote,remote control | 0.000 |
| keyboard | 0.000 | cell phone,mobile | 0.000 | microwave | 0.000 |
| oven,ovens | 0.000 | toaster | 0.000 | sink,sinks | 0.000 |
| refrigerator,fridge | 0.000 | book,books | 0.000 | clock | 0.000 |
| vase,vases | 0.000 | scissor,scissors | 0.000 | teddy bear,teddy bears | 0.000 |
| hair drier | 0.000 | toothbrush,toothbrushes | 0.000 | | |
[07/07 05:39:13] d2.evaluation.fast_eval_api INFO: Evaluate annotation type *segm*
[07/07 05:39:24] d2.evaluation.fast_eval_api INFO: COCOeval_opt.evaluate() finished in 11.25 seconds.
[07/07 05:39:24] d2.evaluation.fast_eval_api INFO: Accumulating evaluation results...
[07/07 05:39:26] d2.evaluation.fast_eval_api INFO: COCOeval_opt.accumulate() finished in 1.11 seconds.
[07/07 05:39:26] d2.evaluation.coco_evaluation INFO: Evaluation results for segm:
| AP | AP50 | AP75 | APs | APm | APl |
|:------:|:------:|:------:|:------:|:------:|:------:|
| 44.572 | 68.478 | 47.952 | 24.371 | 49.622 | 65.945 |
[07/07 05:39:26] d2.evaluation.coco_evaluation INFO: Per-category segm AP:
| category | AP | category | AP | category | AP |
|:--------------------------------------------------------------------------------------------------|:-------|:---------------------------------------------------------------------|:-------|:-------------------------------|:-------|
| person,child,girl,boy,woman,man,people,children,girls,boys,women,men,lady,guy,ladies,guys,clothes | 49.616 | bicycle,bicycles,bike,bikes | 22.397 | car,cars | 44.314 |
| motorcycle,motorcycles | 40.523 | airplane,airplanes | 58.449 | bus,buses | 69.060 |
| train,trains,locomotive,locomotives,freight train | 72.230 | truck,trucks | 39.904 | boat,boats | 31.510 |
| traffic light | 27.292 | fire hydrant | 69.811 | stop sign | 65.920 |
| parking meter | 44.207 | bench,benches | 26.186 | bird,birds | 36.480 |
| cat,cats,kitties,kitty | 74.607 | dog,dogs,puppy,puppies | 67.002 | horse,horses,foal | 51.625 |
| sheep | 51.319 | cow,cows,calf | 55.842 | elephant,elephants | 66.044 |
| bear,bears | 76.246 | zebra,zebras | 64.554 | giraffe,giraffes | 60.542 |
| backpack,backpacks | 27.336 | umbrella,umbrellas | 54.332 | handbag,handbags | 23.288 |
| tie | 39.894 | suitcase,suitcases | 51.732 | frisbee | 69.930 |
| skis | 9.026 | snowboard | 31.727 | sports ball | 48.692 |
| kite,kites | 35.769 | baseball bat | 37.790 | baseball glove | 50.649 |
| skateboard | 38.316 | surfboard | 39.092 | tennis racket | 60.313 |
| bottle,bottles,water bottle | 42.423 | wine glass,wine glasses,wineglass | 35.380 | cup,cups,water cup,water glass | 50.561 |
| fork,forks | 24.662 | knife,knives | 18.420 | spoon,spoons | 24.870 |
| bowl,bowls | 36.780 | banana,bananas | 25.069 | apple,apples,apple fruit | 23.445 |
| sandwich,sandwiches | 48.960 | orange fruit | 33.172 | broccoli | 23.845 |
| carrot,carrots | 24.303 | hot dog | 39.695 | pizza | 55.283 |
| donut,donuts | 57.904 | cake,cakes | 49.081 | chair,chairs | 28.144 |
| couch,sofa,sofas | 45.984 | potted plant,potted plants,pottedplant,pottedplants,planter,planters | 22.429 | bed,beds | 40.417 |
| dining table,dining tables,diningtable,diningtables,plate,plates,diningtable tablecloth | 14.449 | toilet | 66.868 | tv | 60.123 |
| laptop | 60.809 | mouse | 61.526 | tv remote,remote control | 40.530 |
| keyboard | 56.785 | cell phone,mobile | 46.318 | microwave | 67.244 |
| oven,ovens | 36.876 | toaster | 52.292 | sink,sinks | 41.287 |
| refrigerator,fridge | 67.086 | book,books | 16.882 | clock | 57.373 |
| vase,vases | 42.999 | scissor,scissors | 32.666 | teddy bear,teddy bears | 56.853 |
| hair drier | 25.556 | toothbrush,toothbrushes | 26.817 | | |
[07/07 05:39:28] d2.evaluation.sem_seg_evaluation INFO: OrderedDict([('sem_seg', {'mIoU': 63.719116922306476, 'fwIoU': 70.48429459404977, 'IoU-person,child,girl,boy,woman,man,people,children,girls,boys,women,men,lady,guy,ladies,guys,clothes': 88.74970938243075, 'BoundaryIoU-person,child,girl,boy,woman,man,people,children,girls,boys,women,men,lady,guy,ladies,guys,clothes': 76.33924853085668, 'min(IoU, B-Iou)-person,child,girl,boy,woman,man,people,children,girls,boys,women,men,lady,guy,ladies,guys,clothes': 76.33924853085668, 'IoU-bicycle,bicycles,bike,bikes': 77.51391862084313, 'BoundaryIoU-bicycle,bicycles,bike,bikes': 1.3177133757196937, 'min(IoU, B-Iou)-bicycle,bicycles,bike,bikes': 1.3177133757196937, 'IoU-car,cars': 65.73211844249246, 'BoundaryIoU-car,cars': 0.0, 'min(IoU, B-Iou)-car,cars': 0.0, 'IoU-motorcycle,motorcycles': 88.86634535062502, 'BoundaryIoU-motorcycle,motorcycles': 0.0, 'min(IoU, B-Iou)-motorcycle,motorcycles': 0.0, 'IoU-airplane,airplanes': 84.30230468289052, 'BoundaryIoU-airplane,airplanes': 0.0, 'min(IoU, B-Iou)-airplane,airplanes': 0.0, 'IoU-bus,buses': 85.74072319453883, 'BoundaryIoU-bus,buses': 0.0, 'min(IoU, B-Iou)-bus,buses': 0.0, 'IoU-train,trains,locomotive,locomotives,freight train': 87.6042147938357, 'BoundaryIoU-train,trains,locomotive,locomotives,freight train': 0.0, 'min(IoU, B-Iou)-train,trains,locomotive,locomotives,freight train': 0.0, 'IoU-truck,trucks': 60.6998853234815, 'BoundaryIoU-truck,trucks': 0.0, 'min(IoU, B-Iou)-truck,trucks': 0.0, 'IoU-boat,boats': 71.29531681232571, 'BoundaryIoU-boat,boats': 0.0, 'min(IoU, B-Iou)-boat,boats': 0.0, 'IoU-traffic light': 77.06553874015779, 'BoundaryIoU-traffic light': 0.0, 'min(IoU, B-Iou)-traffic light': 0.0, 'IoU-fire hydrant': 91.9820571357929, 'BoundaryIoU-fire hydrant': 0.0, 'min(IoU, B-Iou)-fire hydrant': 0.0, 'IoU-stop sign': 94.8432451007507, 'BoundaryIoU-stop sign': 0.0, 'min(IoU, B-Iou)-stop sign': 0.0, 'IoU-parking meter': 81.45888736732395, 'BoundaryIoU-parking meter': 0.0, 'min(IoU, B-Iou)-parking meter': 0.0, 'IoU-bench,benches': 53.98569833235412, 'BoundaryIoU-bench,benches': 0.0, 'min(IoU, B-Iou)-bench,benches': 0.0, 'IoU-bird,birds': 73.39180444500677, 'BoundaryIoU-bird,birds': 0.0, 'min(IoU, B-Iou)-bird,birds': 0.0, 'IoU-cat,cats,kitties,kitty': 90.56899395720718, 'BoundaryIoU-cat,cats,kitties,kitty': 0.0, 'min(IoU, B-Iou)-cat,cats,kitties,kitty': 0.0, 'IoU-dog,dogs,puppy,puppies': 84.51439651576567, 'BoundaryIoU-dog,dogs,puppy,puppies': 0.0, 'min(IoU, B-Iou)-dog,dogs,puppy,puppies': 0.0, 'IoU-horse,horses,foal': 87.67720237704978, 'BoundaryIoU-horse,horses,foal': 0.0, 'min(IoU, B-Iou)-horse,horses,foal': 0.0, 'IoU-sheep': 92.11211581861724, 'BoundaryIoU-sheep': 0.0, 'min(IoU, B-Iou)-sheep': 0.0, 'IoU-cow,cows,calf': 88.736166295949, 'BoundaryIoU-cow,cows,calf': 0.0, 'min(IoU, B-Iou)-cow,cows,calf': 0.0, 'IoU-elephant,elephants': 91.92000441979067, 'BoundaryIoU-elephant,elephants': 0.0, 'min(IoU, B-Iou)-elephant,elephants': 0.0, 'IoU-bear,bears': 93.3541363316826, 'BoundaryIoU-bear,bears': 0.0, 'min(IoU, B-Iou)-bear,bears': 0.0, 'IoU-zebra,zebras': 92.89169511736326, 'BoundaryIoU-zebra,zebras': 0.0, 'min(IoU, B-Iou)-zebra,zebras': 0.0, 'IoU-giraffe,giraffes': 89.15946817832598, 'BoundaryIoU-giraffe,giraffes': 0.0, 'min(IoU, B-Iou)-giraffe,giraffes': 0.0, 'IoU-backpack,backpacks': 55.56886388918417, 'BoundaryIoU-backpack,backpacks': 0.0, 'min(IoU, B-Iou)-backpack,backpacks': 0.0, 'IoU-umbrella,umbrellas': 86.00895767820336, 'BoundaryIoU-umbrella,umbrellas': 0.0, 'min(IoU, B-Iou)-umbrella,umbrellas': 0.0, 'IoU-handbag,handbags': 41.842991668807215, 'BoundaryIoU-handbag,handbags': 0.0, 'min(IoU, B-Iou)-handbag,handbags': 0.0, 'IoU-tie': 71.03745862509695, 'BoundaryIoU-tie': 0.0, 'min(IoU, B-Iou)-tie': 0.0, 'IoU-suitcase,suitcases': 86.07484968222786, 'BoundaryIoU-suitcase,suitcases': 0.0, 'min(IoU, B-Iou)-suitcase,suitcases': 0.0, 'IoU-frisbee': 84.70022875763212, 'BoundaryIoU-frisbee': 0.0, 'min(IoU, B-Iou)-frisbee': 0.0, 'IoU-skis': 53.26807991986532, 'BoundaryIoU-skis': 0.0, 'min(IoU, B-Iou)-skis': 0.0, 'IoU-snowboard': 70.632579482137, 'BoundaryIoU-snowboard': 0.0, 'min(IoU, B-Iou)-snowboard': 0.0, 'IoU-sports ball': 76.63726158787425, 'BoundaryIoU-sports ball': 0.0, 'min(IoU, B-Iou)-sports ball': 0.0, 'IoU-kite,kites': 52.9789377558226, 'BoundaryIoU-kite,kites': 0.0, 'min(IoU, B-Iou)-kite,kites': 0.0, 'IoU-baseball bat': 51.619089802805064, 'BoundaryIoU-baseball bat': 0.0, 'min(IoU, B-Iou)-baseball bat': 0.0, 'IoU-baseball glove': 69.77316412622693, 'BoundaryIoU-baseball glove': 0.0, 'min(IoU, B-Iou)-baseball glove': 0.0, 'IoU-skateboard': 75.24148505596817, 'BoundaryIoU-skateboard': 0.0, 'min(IoU, B-Iou)-skateboard': 0.0, 'IoU-surfboard': 81.3254817808853, 'BoundaryIoU-surfboard': 0.0, 'min(IoU, B-Iou)-surfboard': 0.0, 'IoU-tennis racket': 87.19122100674377, 'BoundaryIoU-tennis racket': 0.0, 'min(IoU, B-Iou)-tennis racket': 0.0, 'IoU-bottle,bottles,water bottle': 71.20846865186202, 'BoundaryIoU-bottle,bottles,water bottle': 0.0, 'min(IoU, B-Iou)-bottle,bottles,water bottle': 0.0, 'IoU-wine glass,wine glasses,wineglass': 78.44431889825026, 'BoundaryIoU-wine glass,wine glasses,wineglass': 0.0, 'min(IoU, B-Iou)-wine glass,wine glasses,wineglass': 0.0, 'IoU-cup,cups,water cup,water glass': 68.59765156093893, 'BoundaryIoU-cup,cups,water cup,water glass': 0.0, 'min(IoU, B-Iou)-cup,cups,water cup,water glass': 0.0, 'IoU-fork,forks': 67.22476703959912, 'BoundaryIoU-fork,forks': 0.0, 'min(IoU, B-Iou)-fork,forks': 0.0, 'IoU-knife,knives': 54.14912674950783, 'BoundaryIoU-knife,knives': 0.0, 'min(IoU, B-Iou)-knife,knives': 0.0, 'IoU-spoon,spoons': 55.39294400328186, 'BoundaryIoU-spoon,spoons': 0.0, 'min(IoU, B-Iou)-spoon,spoons': 0.0, 'IoU-bowl,bowls': 59.279424701014385, 'BoundaryIoU-bowl,bowls': 0.0, 'min(IoU, B-Iou)-bowl,bowls': 0.0, 'IoU-banana,bananas': 84.465381829129, 'BoundaryIoU-banana,bananas': 0.0, 'min(IoU, B-Iou)-banana,bananas': 0.0, 'IoU-apple,apples,apple fruit': 63.28556053185913, 'BoundaryIoU-apple,apples,apple fruit': 0.0, 'min(IoU, B-Iou)-apple,apples,apple fruit': 0.0, 'IoU-sandwich,sandwiches': 67.3161694707407, 'BoundaryIoU-sandwich,sandwiches': 0.0, 'min(IoU, B-Iou)-sandwich,sandwiches': 0.0, 'IoU-orange fruit': 82.1370338650608, 'BoundaryIoU-orange fruit': 0.0, 'min(IoU, B-Iou)-orange fruit': 0.0, 'IoU-broccoli': 66.00692921312505, 'BoundaryIoU-broccoli': 0.0, 'min(IoU, B-Iou)-broccoli': 0.0, 'IoU-carrot,carrots': 62.38418267820397, 'BoundaryIoU-carrot,carrots': 0.0, 'min(IoU, B-Iou)-carrot,carrots': 0.0, 'IoU-hot dog': 57.90016384411134, 'BoundaryIoU-hot dog': 0.0, 'min(IoU, B-Iou)-hot dog': 0.0, 'IoU-pizza': 87.11650285222741, 'BoundaryIoU-pizza': 0.0, 'min(IoU, B-Iou)-pizza': 0.0, 'IoU-donut,donuts': 73.23697811948932, 'BoundaryIoU-donut,donuts': 0.0, 'min(IoU, B-Iou)-donut,donuts': 0.0, 'IoU-cake,cakes': 74.38107828683941, 'BoundaryIoU-cake,cakes': 0.0, 'min(IoU, B-Iou)-cake,cakes': 0.0, 'IoU-chair,chairs': 59.92187641457376, 'BoundaryIoU-chair,chairs': 0.0, 'min(IoU, B-Iou)-chair,chairs': 0.0, 'IoU-couch,sofa,sofas': 72.05632507991866, 'BoundaryIoU-couch,sofa,sofas': 0.0, 'min(IoU, B-Iou)-couch,sofa,sofas': 0.0, 'IoU-potted plant,potted plants,pottedplant,pottedplants,planter,planters': 46.4959083128388, 'BoundaryIoU-potted plant,potted plants,pottedplant,pottedplants,planter,planters': 0.0, 'min(IoU, B-Iou)-potted plant,potted plants,pottedplant,pottedplants,planter,planters': 0.0, 'IoU-bed,beds': 67.31589674415885, 'BoundaryIoU-bed,beds': 0.0, 'min(IoU, B-Iou)-bed,beds': 0.0, 'IoU-dining table,dining tables,diningtable,diningtables,plate,plates,diningtable tablecloth': 53.455071225287234, 'BoundaryIoU-dining table,dining tables,diningtable,diningtables,plate,plates,diningtable tablecloth': 0.0, 'min(IoU, B-Iou)-dining table,dining tables,diningtable,diningtables,plate,plates,diningtable tablecloth': 0.0, 'IoU-toilet': 85.78754688296243, 'BoundaryIoU-toilet': 0.0, 'min(IoU, B-Iou)-toilet': 0.0, 'IoU-tv': 75.289204125606, 'BoundaryIoU-tv': 0.0, 'min(IoU, B-Iou)-tv': 0.0, 'IoU-laptop': 74.42476469788663, 'BoundaryIoU-laptop': 0.0, 'min(IoU, B-Iou)-laptop': 0.0, 'IoU-mouse': 75.74586450585986, 'BoundaryIoU-mouse': 0.0, 'min(IoU, B-Iou)-mouse': 0.0, 'IoU-tv remote,remote control': 70.05149670623446, 'BoundaryIoU-tv remote,remote control': 0.0, 'min(IoU, B-Iou)-tv remote,remote control': 0.0, 'IoU-keyboard': 69.80005923564184, 'BoundaryIoU-keyboard': 0.0, 'min(IoU, B-Iou)-keyboard': 0.0, 'IoU-cell phone,mobile': 82.04986166867508, 'BoundaryIoU-cell phone,mobile': 0.0, 'min(IoU, B-Iou)-cell phone,mobile': 0.0, 'IoU-microwave': 81.97693818992107, 'BoundaryIoU-microwave': 0.0, 'min(IoU, B-Iou)-microwave': 0.0, 'IoU-oven,ovens': 71.97956843116049, 'BoundaryIoU-oven,ovens': 0.0, 'min(IoU, B-Iou)-oven,ovens': 0.0, 'IoU-toaster': 64.15637235847895, 'BoundaryIoU-toaster': 0.0, 'min(IoU, B-Iou)-toaster': 0.0, 'IoU-sink,sinks': 64.55355235013911, 'BoundaryIoU-sink,sinks': 0.0, 'min(IoU, B-Iou)-sink,sinks': 0.0, 'IoU-refrigerator,fridge': 84.98372207448055, 'BoundaryIoU-refrigerator,fridge': 0.0, 'min(IoU, B-Iou)-refrigerator,fridge': 0.0, 'IoU-book,books': 55.66600439269407, 'BoundaryIoU-book,books': 0.0, 'min(IoU, B-Iou)-book,books': 0.0, 'IoU-clock': 83.66228538853568, 'BoundaryIoU-clock': 0.0, 'min(IoU, B-Iou)-clock': 0.0, 'IoU-vase,vases': 74.01478106118121, 'BoundaryIoU-vase,vases': 0.0, 'min(IoU, B-Iou)-vase,vases': 0.0, 'IoU-scissor,scissors': 81.1391295302911, 'BoundaryIoU-scissor,scissors': 0.0, 'min(IoU, B-Iou)-scissor,scissors': 0.0, 'IoU-teddy bear,teddy bears': 84.47160954541731, 'BoundaryIoU-teddy bear,teddy bears': 0.0, 'min(IoU, B-Iou)-teddy bear,teddy bears': 0.0, 'IoU-hair drier': 64.86027151900022, 'BoundaryIoU-hair drier': 0.0, 'min(IoU, B-Iou)-hair drier': 0.0, 'IoU-toothbrush,toothbrushes': 34.011724780500415, 'BoundaryIoU-toothbrush,toothbrushes': 0.0, 'min(IoU, B-Iou)-toothbrush,toothbrushes': 0.0, 'IoU-banner,banners': 32.4539547719514, 'BoundaryIoU-banner,banners': 0.0, 'min(IoU, B-Iou)-banner,banners': 0.0, 'IoU-blanket,blankets': 16.260933770358594, 'BoundaryIoU-blanket,blankets': 0.0, 'min(IoU, B-Iou)-blanket,blankets': 0.0, 'IoU-bridge': 38.93510177483038, 'BoundaryIoU-bridge': 0.0, 'min(IoU, B-Iou)-bridge': 0.0, 'IoU-cardboard': 54.6311831630549, 'BoundaryIoU-cardboard': 0.0, 'min(IoU, B-Iou)-cardboard': 0.0, 'IoU-counter': 29.344780517553115, 'BoundaryIoU-counter': 0.0, 'min(IoU, B-Iou)-counter': 0.0, 'IoU-curtain,curtains': 71.92579122550974, 'BoundaryIoU-curtain,curtains': 0.0, 'min(IoU, B-Iou)-curtain,curtains': 0.0, 'IoU-door,doors': 45.504689302995416, 'BoundaryIoU-door,doors': 0.0, 'min(IoU, B-Iou)-door,doors': 0.0, 'IoU-wood floor': 66.20778646674977, 'BoundaryIoU-wood floor': 0.0, 'min(IoU, B-Iou)-wood floor': 0.0, 'IoU-flower,flowers': 48.057169421024724, 'BoundaryIoU-flower,flowers': 0.0, 'min(IoU, B-Iou)-flower,flowers': 0.0, 'IoU-fruit,fruits': 47.39658814583282, 'BoundaryIoU-fruit,fruits': 0.0, 'min(IoU, B-Iou)-fruit,fruits': 0.0, 'IoU-gravel': 27.933729436559947, 'BoundaryIoU-gravel': 0.0, 'min(IoU, B-Iou)-gravel': 0.0, 'IoU-house': 22.852850552267505, 'BoundaryIoU-house': 0.0, 'min(IoU, B-Iou)-house': 0.0, 'IoU-lamp,bulb,lamps,bulbs': 44.48083583857984, 'BoundaryIoU-lamp,bulb,lamps,bulbs': 0.0, 'min(IoU, B-Iou)-lamp,bulb,lamps,bulbs': 0.0, 'IoU-mirror': 48.77988463939773, 'BoundaryIoU-mirror': 0.0, 'min(IoU, B-Iou)-mirror': 0.0, 'IoU-tennis net': 28.309365138692087, 'BoundaryIoU-tennis net': 0.0, 'min(IoU, B-Iou)-tennis net': 0.0, 'IoU-pillow,pillows': 13.16054404834865, 'BoundaryIoU-pillow,pillows': 0.0, 'min(IoU, B-Iou)-pillow,pillows': 0.0, 'IoU-platform': 21.232856862160677, 'BoundaryIoU-platform': 0.0, 'min(IoU, B-Iou)-platform': 0.0, 'IoU-playingfield,tennis court,baseball field,soccer field,tennis field': 69.10054061164914, 'BoundaryIoU-playingfield,tennis court,baseball field,soccer field,tennis field': 0.0, 'min(IoU, B-Iou)-playingfield,tennis court,baseball field,soccer field,tennis field': 0.0, 'IoU-railroad': 62.900474794685266, 'BoundaryIoU-railroad': 0.0, 'min(IoU, B-Iou)-railroad': 0.0, 'IoU-river': 26.23998332255779, 'BoundaryIoU-river': 0.0, 'min(IoU, B-Iou)-river': 0.0, 'IoU-road': 65.8494344366207, 'BoundaryIoU-road': 0.0, 'min(IoU, B-Iou)-road': 0.0, 'IoU-roof': 18.19484878670424, 'BoundaryIoU-roof': 0.0, 'min(IoU, B-Iou)-roof': 0.0, 'IoU-sand': 65.95245054370442, 'BoundaryIoU-sand': 0.0, 'min(IoU, B-Iou)-sand': 0.0, 'IoU-sea,sea wave,wave,waves': 86.0778539200537, 'BoundaryIoU-sea,sea wave,wave,waves': 0.0, 'min(IoU, B-Iou)-sea,sea wave,wave,waves': 0.0, 'IoU-shelf': 38.77445592886974, 'BoundaryIoU-shelf': 0.0, 'min(IoU, B-Iou)-shelf': 0.0, 'IoU-snow': 89.6747543036041, 'BoundaryIoU-snow': 0.0, 'min(IoU, B-Iou)-snow': 0.0, 'IoU-stairs': 27.67040541843764, 'BoundaryIoU-stairs': 0.0, 'min(IoU, B-Iou)-stairs': 0.0, 'IoU-tent': 10.425821417348647, 'BoundaryIoU-tent': 0.0, 'min(IoU, B-Iou)-tent': 0.0, 'IoU-towel': 39.67042637006519, 'BoundaryIoU-towel': 0.0, 'min(IoU, B-Iou)-towel': 0.0, 'IoU-brick wall': 51.204279980457926, 'BoundaryIoU-brick wall': 0.0, 'min(IoU, B-Iou)-brick wall': 0.0, 'IoU-stone wall': 31.684477912552044, 'BoundaryIoU-stone wall': 0.0, 'min(IoU, B-Iou)-stone wall': 0.0, 'IoU-tile wall': 72.42317871178507, 'BoundaryIoU-tile wall': 0.0, 'min(IoU, B-Iou)-tile wall': 0.0, 'IoU-wood wall': 38.33862494337002, 'BoundaryIoU-wood wall': 0.0, 'min(IoU, B-Iou)-wood wall': 0.0, 'IoU-water': 34.97217803136428, 'BoundaryIoU-water': 0.0, 'min(IoU, B-Iou)-water': 0.0, 'IoU-window blind': 53.66172268539555, 'BoundaryIoU-window blind': 0.0, 'min(IoU, B-Iou)-window blind': 0.0, 'IoU-window': 44.51604421710951, 'BoundaryIoU-window': 0.0, 'min(IoU, B-Iou)-window': 0.0, 'IoU-tree,trees,palm tree,bushes': 80.93023861442144, 'BoundaryIoU-tree,trees,palm tree,bushes': 0.0, 'min(IoU, B-Iou)-tree,trees,palm tree,bushes': 0.0, 'IoU-fence,fences': 48.5840241055359, 'BoundaryIoU-fence,fences': 0.0, 'min(IoU, B-Iou)-fence,fences': 0.0, 'IoU-ceiling': 68.57733408644134, 'BoundaryIoU-ceiling': 0.0, 'min(IoU, B-Iou)-ceiling': 0.0, 'IoU-sky,clouds': 93.4000599355957, 'BoundaryIoU-sky,clouds': 0.0, 'min(IoU, B-Iou)-sky,clouds': 0.0, 'IoU-cabinet,cabinets': 63.748565202833596, 'BoundaryIoU-cabinet,cabinets': 0.0, 'min(IoU, B-Iou)-cabinet,cabinets': 0.0, 'IoU-table': 35.29952871711772, 'BoundaryIoU-table': 0.0, 'min(IoU, B-Iou)-table': 0.0, 'IoU-floor,flooring,tile floor': 48.50781846674748, 'BoundaryIoU-floor,flooring,tile floor': 0.0, 'min(IoU, B-Iou)-floor,flooring,tile floor': 0.0, 'IoU-pavement': 57.84042492433398, 'BoundaryIoU-pavement': 0.0, 'min(IoU, B-Iou)-pavement': 0.0, 'IoU-mountain,mountains': 55.8873769332041, 'BoundaryIoU-mountain,mountains': 0.0, 'min(IoU, B-Iou)-mountain,mountains': 0.0, 'IoU-grass': 72.3830155544657, 'BoundaryIoU-grass': 0.0, 'min(IoU, B-Iou)-grass': 0.0, 'IoU-dirt': 45.04298947118794, 'BoundaryIoU-dirt': 0.0, 'min(IoU, B-Iou)-dirt': 0.0, 'IoU-paper': 39.04918997458783, 'BoundaryIoU-paper': 0.0, 'min(IoU, B-Iou)-paper': 0.0, 'IoU-food': 36.66986874567812, 'BoundaryIoU-food': 0.0, 'min(IoU, B-Iou)-food': 0.0, 'IoU-building,buildings': 59.98412858884843, 'BoundaryIoU-building,buildings': 0.0, 'min(IoU, B-Iou)-building,buildings': 0.0, 'IoU-rock': 65.32831622851245, 'BoundaryIoU-rock': 0.0, 'min(IoU, B-Iou)-rock': 0.0, 'IoU-wall,walls': 66.47723855426689, 'BoundaryIoU-wall,walls': 0.0, 'min(IoU, B-Iou)-wall,walls': 0.0, 'IoU-rug': 63.66931607801365, 'BoundaryIoU-rug': 0.0, 'min(IoU, B-Iou)-rug': 0.0, 'mACC': 78.21811281784059, 'pACC': 81.30139283106834, 'ACC-person,child,girl,boy,woman,man,people,children,girls,boys,women,men,lady,guy,ladies,guys,clothes': 93.48573121691616, 'ACC-bicycle,bicycles,bike,bikes': 90.7190385131218, 'ACC-car,cars': 79.65259635461321, 'ACC-motorcycle,motorcycles': 93.92280690779793, 'ACC-airplane,airplanes': 92.30978721103408, 'ACC-bus,buses': 93.41430907231177, 'ACC-train,trains,locomotive,locomotives,freight train': 93.91629615865968, 'ACC-truck,trucks': 70.0049898918054, 'ACC-boat,boats': 83.93764793076242, 'ACC-traffic light': 92.09346100237798, 'ACC-fire hydrant': 96.10866529739054, 'ACC-stop sign': 97.20978891418103, 'ACC-parking meter': 90.35065323858858, 'ACC-bench,benches': 73.8697091642334, 'ACC-bird,birds': 83.16764889664971, 'ACC-cat,cats,kitties,kitty': 95.10404627311088, 'ACC-dog,dogs,puppy,puppies': 88.87024049285671, 'ACC-horse,horses,foal': 94.28692660165153, 'ACC-sheep': 96.23898132256815, 'ACC-cow,cows,calf': 93.10695782994114, 'ACC-elephant,elephants': 96.59951204764565, 'ACC-bear,bears': 96.08794177787716, 'ACC-zebra,zebras': 95.93844843329794, 'ACC-giraffe,giraffes': 94.32891752725229, 'ACC-backpack,backpacks': 81.32159227351207, 'ACC-umbrella,umbrellas': 92.19679402929577, 'ACC-handbag,handbags': 77.44255219143947, 'ACC-tie': 88.9297939234143, 'ACC-suitcase,suitcases': 93.67175164422564, 'ACC-frisbee': 93.57527272727273, 'ACC-skis': 77.73026640817453, 'ACC-snowboard': 82.33450074698146, 'ACC-sports ball': 90.02646240993994, 'ACC-kite,kites': 86.2996131377124, 'ACC-baseball bat': 84.69682098464813, 'ACC-baseball glove': 93.37526930531837, 'ACC-skateboard': 91.6818902020279, 'ACC-surfboard': 92.38135967668055, 'ACC-tennis racket': 94.04725215706549, 'ACC-bottle,bottles,water bottle': 88.61263774369498, 'ACC-wine glass,wine glasses,wineglass': 86.85826186288553, 'ACC-cup,cups,water cup,water glass': 87.52975440207418, 'ACC-fork,forks': 81.38054388809961, 'ACC-knife,knives': 62.68117534989375, 'ACC-spoon,spoons': 77.69906739499459, 'ACC-bowl,bowls': 69.67661683743957, 'ACC-banana,bananas': 92.4444178749877, 'ACC-apple,apples,apple fruit': 88.68041813242952, 'ACC-sandwich,sandwiches': 81.97033979749155, 'ACC-orange fruit': 88.53322628084736, 'ACC-broccoli': 88.5943017876613, 'ACC-carrot,carrots': 84.80569022505614, 'ACC-hot dog': 70.47186234906026, 'ACC-pizza': 93.21683434094061, 'ACC-donut,donuts': 88.34075593641143, 'ACC-cake,cakes': 87.95397724362759, 'ACC-chair,chairs': 76.69030320654122, 'ACC-couch,sofa,sofas': 83.03005253200189, 'ACC-potted plant,potted plants,pottedplant,pottedplants,planter,planters': 60.608776645689034, 'ACC-bed,beds': 74.92058277119821, 'ACC-dining table,dining tables,diningtable,diningtables,plate,plates,diningtable tablecloth': 76.71740775016951, 'ACC-toilet': 91.12584737322884, 'ACC-tv': 81.85049750733587, 'ACC-laptop': 90.43921638587116, 'ACC-mouse': 87.03469223582206, 'ACC-tv remote,remote control': 76.24197794905011, 'ACC-keyboard': 83.69329163414031, 'ACC-cell phone,mobile': 94.0416987612348, 'ACC-microwave': 87.94227052851188, 'ACC-oven,ovens': 82.46749656998979, 'ACC-toaster': 92.61314647798656, 'ACC-sink,sinks': 85.4405467293896, 'ACC-refrigerator,fridge': 91.98099712800723, 'ACC-book,books': 74.43809363705137, 'ACC-clock': 91.06048949285281, 'ACC-vase,vases': 87.47218760369525, 'ACC-scissor,scissors': 94.00772663416247, 'ACC-teddy bear,teddy bears': 92.79680762782746, 'ACC-hair drier': 90.70247345800246, 'ACC-toothbrush,toothbrushes': 86.88412091730369, 'ACC-banner,banners': 77.25764907371455, 'ACC-blanket,blankets': 31.728658313480285, 'ACC-bridge': 57.39190445232266, 'ACC-cardboard': 66.92098298676748, 'ACC-counter': 57.78071443268601, 'ACC-curtain,curtains': 84.02235085782173, 'ACC-door,doors': 70.49063353719353, 'ACC-wood floor': 81.31289272108432, 'ACC-flower,flowers': 77.54779364692827, 'ACC-fruit,fruits': 68.50363336673098, 'ACC-gravel': 39.96750316638289, 'ACC-house': 24.803231746445846, 'ACC-lamp,bulb,lamps,bulbs': 61.435983137465065, 'ACC-mirror': 81.60931620224896, 'ACC-tennis net': 75.35533518233999, 'ACC-pillow,pillows': 44.10482770272946, 'ACC-platform': 28.88171026463301, 'ACC-playingfield,tennis court,baseball field,soccer field,tennis field': 88.89934606578316, 'ACC-railroad': 82.53955806018267, 'ACC-river': 28.143204805702354, 'ACC-road': 74.36233980186141, 'ACC-roof': 24.805502247104027, 'ACC-sand': 73.50865887835116, 'ACC-sea,sea wave,wave,waves': 93.665341918165, 'ACC-shelf': 53.27625565136865, 'ACC-snow': 93.95375393448565, 'ACC-stairs': 56.62135185563177, 'ACC-tent': 14.03171539577853, 'ACC-towel': 54.89439982380413, 'ACC-brick wall': 69.49360937219404, 'ACC-stone wall': 40.34662111402992, 'ACC-tile wall': 85.55585631833667, 'ACC-wood wall': 49.25962021962144, 'ACC-water': 67.74758171608046, 'ACC-window blind': 65.7789764140079, 'ACC-window': 80.72169426454549, 'ACC-tree,trees,palm tree,bushes': 86.98197824156202, 'ACC-fence,fences': 69.32421093804216, 'ACC-ceiling': 87.07088112028836, 'ACC-sky,clouds': 95.75042723881856, 'ACC-cabinet,cabinets': 79.11818465558663, 'ACC-table': 39.99509899210192, 'ACC-floor,flooring,tile floor': 61.552559221325545, 'ACC-pavement': 78.17625709225537, 'ACC-mountain,mountains': 67.24002003270031, 'ACC-grass': 84.69740885679565, 'ACC-dirt': 63.26854376673376, 'ACC-paper': 53.04354120912503, 'ACC-food': 51.26862291838384, 'ACC-building,buildings': 73.15738892985794, 'ACC-rock': 80.92984718031681, 'ACC-wall,walls': 79.34489467818666, 'ACC-rug': 77.2817541536943})])
[07/07 05:39:28] d2.engine.defaults INFO: Evaluation results for openvocab_coco_2017_val_panoptic_with_sem_seg in csv format:
[07/07 05:39:28] d2.evaluation.testing INFO: copypaste: Task: panoptic_seg
[07/07 05:39:28] d2.evaluation.testing INFO: copypaste: PQ,SQ,RQ,PQ_th,SQ_th,RQ_th,PQ_st,SQ_st,RQ_st
[07/07 05:39:28] d2.evaluation.testing INFO: copypaste: 54.4289,83.0355,64.8353,60.3066,84.0447,71.2827,45.5569,81.5122,55.1032
[07/07 05:39:28] d2.evaluation.testing INFO: copypaste: Task: bbox
[07/07 05:39:28] d2.evaluation.testing INFO: copypaste: AP,AP50,AP75,APs,APm,APl
[07/07 05:39:28] d2.evaluation.testing INFO: copypaste: 0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
[07/07 05:39:28] d2.evaluation.testing INFO: copypaste: Task: segm
[07/07 05:39:28] d2.evaluation.testing INFO: copypaste: AP,AP50,AP75,APs,APm,APl
[07/07 05:39:28] d2.evaluation.testing INFO: copypaste: 44.5717,68.4781,47.9524,24.3710,49.6224,65.9451
[07/07 05:39:28] d2.evaluation.testing INFO: copypaste: Task: sem_seg
[07/07 05:39:28] d2.evaluation.testing INFO: copypaste: mIoU,fwIoU,mACC,pACC
[07/07 05:39:28] d2.evaluation.testing INFO: copypaste: 63.7191,70.4843,78.2181,81.3014