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ade20k.log
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# Testing with single V100
[07/07 04:38:08] d2.data.dataset_mapper INFO: [DatasetMapper] Augmentations used in inference: [ResizeShortestEdge(short_edge_length=(800, 800), max_size=1333, sample_style='choice')]
[07/07 04:38:08] d2.data.common INFO: Serializing the dataset using: <class 'detectron2.data.common._TorchSerializedList'>
[07/07 04:38:08] d2.data.common INFO: Serializing 2000 elements to byte tensors and concatenating them all ...
[07/07 04:38:08] d2.data.common INFO: Serialized dataset takes 1.95 MiB
[07/07 04:38:09] d2.evaluation.evaluator INFO: Start inference on 2000 batches
[07/07 04:38:21] d2.evaluation.evaluator INFO: Inference done 1/2000. Dataloading: 0.2877 s/iter. Inference: 11.5206 s/iter. Eval: 0.1207 s/iter. Total: 11.9324 s/iter. ETA=6:37:32
[07/07 04:38:26] d2.evaluation.evaluator INFO: Inference done 12/2000. Dataloading: 0.0021 s/iter. Inference: 0.3743 s/iter. Eval: 0.1113 s/iter. Total: 0.4877 s/iter. ETA=0:16:09
[07/07 04:38:31] d2.evaluation.evaluator INFO: Inference done 23/2000. Dataloading: 0.0023 s/iter. Inference: 0.3714 s/iter. Eval: 0.0965 s/iter. Total: 0.4702 s/iter. ETA=0:15:29
[07/07 04:38:36] d2.evaluation.evaluator INFO: Inference done 34/2000. Dataloading: 0.0024 s/iter. Inference: 0.3630 s/iter. Eval: 0.1031 s/iter. Total: 0.4686 s/iter. ETA=0:15:21
[07/07 04:38:41] d2.evaluation.evaluator INFO: Inference done 45/2000. Dataloading: 0.0025 s/iter. Inference: 0.3594 s/iter. Eval: 0.1081 s/iter. Total: 0.4700 s/iter. ETA=0:15:18
[07/07 04:38:46] d2.evaluation.evaluator INFO: Inference done 55/2000. Dataloading: 0.0025 s/iter. Inference: 0.3588 s/iter. Eval: 0.1176 s/iter. Total: 0.4789 s/iter. ETA=0:15:31
[07/07 04:38:52] d2.evaluation.evaluator INFO: Inference done 66/2000. Dataloading: 0.0026 s/iter. Inference: 0.3587 s/iter. Eval: 0.1161 s/iter. Total: 0.4775 s/iter. ETA=0:15:23
[07/07 04:38:57] d2.evaluation.evaluator INFO: Inference done 77/2000. Dataloading: 0.0026 s/iter. Inference: 0.3606 s/iter. Eval: 0.1138 s/iter. Total: 0.4770 s/iter. ETA=0:15:17
[07/07 04:39:02] d2.evaluation.evaluator INFO: Inference done 88/2000. Dataloading: 0.0026 s/iter. Inference: 0.3573 s/iter. Eval: 0.1160 s/iter. Total: 0.4760 s/iter. ETA=0:15:10
[07/07 04:39:07] d2.evaluation.evaluator INFO: Inference done 98/2000. Dataloading: 0.0026 s/iter. Inference: 0.3575 s/iter. Eval: 0.1201 s/iter. Total: 0.4803 s/iter. ETA=0:15:13
[07/07 04:39:12] d2.evaluation.evaluator INFO: Inference done 108/2000. Dataloading: 0.0026 s/iter. Inference: 0.3565 s/iter. Eval: 0.1237 s/iter. Total: 0.4829 s/iter. ETA=0:15:13
[07/07 04:39:17] d2.evaluation.evaluator INFO: Inference done 119/2000. Dataloading: 0.0026 s/iter. Inference: 0.3567 s/iter. Eval: 0.1227 s/iter. Total: 0.4822 s/iter. ETA=0:15:06
[07/07 04:39:23] d2.evaluation.evaluator INFO: Inference done 129/2000. Dataloading: 0.0026 s/iter. Inference: 0.3552 s/iter. Eval: 0.1275 s/iter. Total: 0.4853 s/iter. ETA=0:15:08
[07/07 04:39:28] d2.evaluation.evaluator INFO: Inference done 139/2000. Dataloading: 0.0026 s/iter. Inference: 0.3543 s/iter. Eval: 0.1296 s/iter. Total: 0.4866 s/iter. ETA=0:15:05
[07/07 04:39:33] d2.evaluation.evaluator INFO: Inference done 149/2000. Dataloading: 0.0026 s/iter. Inference: 0.3538 s/iter. Eval: 0.1313 s/iter. Total: 0.4877 s/iter. ETA=0:15:02
[07/07 04:39:38] d2.evaluation.evaluator INFO: Inference done 160/2000. Dataloading: 0.0026 s/iter. Inference: 0.3519 s/iter. Eval: 0.1338 s/iter. Total: 0.4884 s/iter. ETA=0:14:58
[07/07 04:39:44] d2.evaluation.evaluator INFO: Inference done 171/2000. Dataloading: 0.0026 s/iter. Inference: 0.3509 s/iter. Eval: 0.1357 s/iter. Total: 0.4893 s/iter. ETA=0:14:54
[07/07 04:39:49] d2.evaluation.evaluator INFO: Inference done 181/2000. Dataloading: 0.0026 s/iter. Inference: 0.3503 s/iter. Eval: 0.1383 s/iter. Total: 0.4913 s/iter. ETA=0:14:53
[07/07 04:39:54] d2.evaluation.evaluator INFO: Inference done 193/2000. Dataloading: 0.0026 s/iter. Inference: 0.3508 s/iter. Eval: 0.1356 s/iter. Total: 0.4891 s/iter. ETA=0:14:43
[07/07 04:40:00] d2.evaluation.evaluator INFO: Inference done 205/2000. Dataloading: 0.0026 s/iter. Inference: 0.3516 s/iter. Eval: 0.1320 s/iter. Total: 0.4863 s/iter. ETA=0:14:32
[07/07 04:40:05] d2.evaluation.evaluator INFO: Inference done 218/2000. Dataloading: 0.0026 s/iter. Inference: 0.3503 s/iter. Eval: 0.1279 s/iter. Total: 0.4808 s/iter. ETA=0:14:16
[07/07 04:40:10] d2.evaluation.evaluator INFO: Inference done 229/2000. Dataloading: 0.0026 s/iter. Inference: 0.3514 s/iter. Eval: 0.1266 s/iter. Total: 0.4807 s/iter. ETA=0:14:11
[07/07 04:40:15] d2.evaluation.evaluator INFO: Inference done 240/2000. Dataloading: 0.0026 s/iter. Inference: 0.3532 s/iter. Eval: 0.1250 s/iter. Total: 0.4809 s/iter. ETA=0:14:06
[07/07 04:40:21] d2.evaluation.evaluator INFO: Inference done 251/2000. Dataloading: 0.0026 s/iter. Inference: 0.3527 s/iter. Eval: 0.1251 s/iter. Total: 0.4805 s/iter. ETA=0:14:00
[07/07 04:40:26] d2.evaluation.evaluator INFO: Inference done 263/2000. Dataloading: 0.0026 s/iter. Inference: 0.3523 s/iter. Eval: 0.1236 s/iter. Total: 0.4786 s/iter. ETA=0:13:51
[07/07 04:40:31] d2.evaluation.evaluator INFO: Inference done 274/2000. Dataloading: 0.0026 s/iter. Inference: 0.3512 s/iter. Eval: 0.1255 s/iter. Total: 0.4793 s/iter. ETA=0:13:47
[07/07 04:40:37] d2.evaluation.evaluator INFO: Inference done 285/2000. Dataloading: 0.0026 s/iter. Inference: 0.3520 s/iter. Eval: 0.1251 s/iter. Total: 0.4798 s/iter. ETA=0:13:42
[07/07 04:40:42] d2.evaluation.evaluator INFO: Inference done 295/2000. Dataloading: 0.0026 s/iter. Inference: 0.3533 s/iter. Eval: 0.1255 s/iter. Total: 0.4814 s/iter. ETA=0:13:40
[07/07 04:40:47] d2.evaluation.evaluator INFO: Inference done 305/2000. Dataloading: 0.0026 s/iter. Inference: 0.3540 s/iter. Eval: 0.1265 s/iter. Total: 0.4832 s/iter. ETA=0:13:39
[07/07 04:40:53] d2.evaluation.evaluator INFO: Inference done 315/2000. Dataloading: 0.0026 s/iter. Inference: 0.3535 s/iter. Eval: 0.1281 s/iter. Total: 0.4843 s/iter. ETA=0:13:35
[07/07 04:40:58] d2.evaluation.evaluator INFO: Inference done 325/2000. Dataloading: 0.0026 s/iter. Inference: 0.3531 s/iter. Eval: 0.1298 s/iter. Total: 0.4857 s/iter. ETA=0:13:33
[07/07 04:41:03] d2.evaluation.evaluator INFO: Inference done 335/2000. Dataloading: 0.0026 s/iter. Inference: 0.3553 s/iter. Eval: 0.1288 s/iter. Total: 0.4869 s/iter. ETA=0:13:30
[07/07 04:41:08] d2.evaluation.evaluator INFO: Inference done 346/2000. Dataloading: 0.0026 s/iter. Inference: 0.3564 s/iter. Eval: 0.1276 s/iter. Total: 0.4867 s/iter. ETA=0:13:25
[07/07 04:41:14] d2.evaluation.evaluator INFO: Inference done 357/2000. Dataloading: 0.0026 s/iter. Inference: 0.3570 s/iter. Eval: 0.1269 s/iter. Total: 0.4866 s/iter. ETA=0:13:19
[07/07 04:41:19] d2.evaluation.evaluator INFO: Inference done 369/2000. Dataloading: 0.0026 s/iter. Inference: 0.3579 s/iter. Eval: 0.1241 s/iter. Total: 0.4846 s/iter. ETA=0:13:10
[07/07 04:41:24] d2.evaluation.evaluator INFO: Inference done 379/2000. Dataloading: 0.0026 s/iter. Inference: 0.3578 s/iter. Eval: 0.1255 s/iter. Total: 0.4861 s/iter. ETA=0:13:07
[07/07 04:41:29] d2.evaluation.evaluator INFO: Inference done 389/2000. Dataloading: 0.0026 s/iter. Inference: 0.3592 s/iter. Eval: 0.1245 s/iter. Total: 0.4865 s/iter. ETA=0:13:03
[07/07 04:41:35] d2.evaluation.evaluator INFO: Inference done 400/2000. Dataloading: 0.0026 s/iter. Inference: 0.3604 s/iter. Eval: 0.1232 s/iter. Total: 0.4864 s/iter. ETA=0:12:58
[07/07 04:41:40] d2.evaluation.evaluator INFO: Inference done 413/2000. Dataloading: 0.0026 s/iter. Inference: 0.3599 s/iter. Eval: 0.1209 s/iter. Total: 0.4835 s/iter. ETA=0:12:47
[07/07 04:41:45] d2.evaluation.evaluator INFO: Inference done 424/2000. Dataloading: 0.0026 s/iter. Inference: 0.3596 s/iter. Eval: 0.1210 s/iter. Total: 0.4833 s/iter. ETA=0:12:41
[07/07 04:41:50] d2.evaluation.evaluator INFO: Inference done 435/2000. Dataloading: 0.0026 s/iter. Inference: 0.3600 s/iter. Eval: 0.1208 s/iter. Total: 0.4835 s/iter. ETA=0:12:36
[07/07 04:41:56] d2.evaluation.evaluator INFO: Inference done 446/2000. Dataloading: 0.0026 s/iter. Inference: 0.3610 s/iter. Eval: 0.1201 s/iter. Total: 0.4838 s/iter. ETA=0:12:31
[07/07 04:42:01] d2.evaluation.evaluator INFO: Inference done 457/2000. Dataloading: 0.0026 s/iter. Inference: 0.3614 s/iter. Eval: 0.1190 s/iter. Total: 0.4831 s/iter. ETA=0:12:25
[07/07 04:42:06] d2.evaluation.evaluator INFO: Inference done 466/2000. Dataloading: 0.0026 s/iter. Inference: 0.3615 s/iter. Eval: 0.1203 s/iter. Total: 0.4845 s/iter. ETA=0:12:23
[07/07 04:42:11] d2.evaluation.evaluator INFO: Inference done 475/2000. Dataloading: 0.0026 s/iter. Inference: 0.3618 s/iter. Eval: 0.1222 s/iter. Total: 0.4867 s/iter. ETA=0:12:22
[07/07 04:42:16] d2.evaluation.evaluator INFO: Inference done 486/2000. Dataloading: 0.0026 s/iter. Inference: 0.3615 s/iter. Eval: 0.1222 s/iter. Total: 0.4864 s/iter. ETA=0:12:16
[07/07 04:42:21] d2.evaluation.evaluator INFO: Inference done 497/2000. Dataloading: 0.0026 s/iter. Inference: 0.3615 s/iter. Eval: 0.1217 s/iter. Total: 0.4859 s/iter. ETA=0:12:10
[07/07 04:42:27] d2.evaluation.evaluator INFO: Inference done 507/2000. Dataloading: 0.0026 s/iter. Inference: 0.3620 s/iter. Eval: 0.1219 s/iter. Total: 0.4866 s/iter. ETA=0:12:06
[07/07 04:42:32] d2.evaluation.evaluator INFO: Inference done 517/2000. Dataloading: 0.0026 s/iter. Inference: 0.3619 s/iter. Eval: 0.1228 s/iter. Total: 0.4875 s/iter. ETA=0:12:02
[07/07 04:42:37] d2.evaluation.evaluator INFO: Inference done 526/2000. Dataloading: 0.0026 s/iter. Inference: 0.3619 s/iter. Eval: 0.1242 s/iter. Total: 0.4888 s/iter. ETA=0:12:00
[07/07 04:42:42] d2.evaluation.evaluator INFO: Inference done 536/2000. Dataloading: 0.0026 s/iter. Inference: 0.3617 s/iter. Eval: 0.1252 s/iter. Total: 0.4897 s/iter. ETA=0:11:56
[07/07 04:42:48] d2.evaluation.evaluator INFO: Inference done 546/2000. Dataloading: 0.0026 s/iter. Inference: 0.3625 s/iter. Eval: 0.1249 s/iter. Total: 0.4902 s/iter. ETA=0:11:52
[07/07 04:42:53] d2.evaluation.evaluator INFO: Inference done 557/2000. Dataloading: 0.0026 s/iter. Inference: 0.3634 s/iter. Eval: 0.1236 s/iter. Total: 0.4898 s/iter. ETA=0:11:46
[07/07 04:42:58] d2.evaluation.evaluator INFO: Inference done 569/2000. Dataloading: 0.0026 s/iter. Inference: 0.3634 s/iter. Eval: 0.1230 s/iter. Total: 0.4891 s/iter. ETA=0:11:39
[07/07 04:43:04] d2.evaluation.evaluator INFO: Inference done 579/2000. Dataloading: 0.0026 s/iter. Inference: 0.3640 s/iter. Eval: 0.1232 s/iter. Total: 0.4899 s/iter. ETA=0:11:36
[07/07 04:43:09] d2.evaluation.evaluator INFO: Inference done 589/2000. Dataloading: 0.0026 s/iter. Inference: 0.3645 s/iter. Eval: 0.1237 s/iter. Total: 0.4910 s/iter. ETA=0:11:32
[07/07 04:43:14] d2.evaluation.evaluator INFO: Inference done 599/2000. Dataloading: 0.0027 s/iter. Inference: 0.3652 s/iter. Eval: 0.1238 s/iter. Total: 0.4917 s/iter. ETA=0:11:28
[07/07 04:43:20] d2.evaluation.evaluator INFO: Inference done 610/2000. Dataloading: 0.0027 s/iter. Inference: 0.3650 s/iter. Eval: 0.1235 s/iter. Total: 0.4913 s/iter. ETA=0:11:22
[07/07 04:43:25] d2.evaluation.evaluator INFO: Inference done 620/2000. Dataloading: 0.0026 s/iter. Inference: 0.3663 s/iter. Eval: 0.1229 s/iter. Total: 0.4919 s/iter. ETA=0:11:18
[07/07 04:43:30] d2.evaluation.evaluator INFO: Inference done 631/2000. Dataloading: 0.0026 s/iter. Inference: 0.3671 s/iter. Eval: 0.1217 s/iter. Total: 0.4916 s/iter. ETA=0:11:12
[07/07 04:43:35] d2.evaluation.evaluator INFO: Inference done 642/2000. Dataloading: 0.0027 s/iter. Inference: 0.3674 s/iter. Eval: 0.1213 s/iter. Total: 0.4914 s/iter. ETA=0:11:07
[07/07 04:43:40] d2.evaluation.evaluator INFO: Inference done 653/2000. Dataloading: 0.0027 s/iter. Inference: 0.3672 s/iter. Eval: 0.1209 s/iter. Total: 0.4908 s/iter. ETA=0:11:01
[07/07 04:43:46] d2.evaluation.evaluator INFO: Inference done 664/2000. Dataloading: 0.0027 s/iter. Inference: 0.3674 s/iter. Eval: 0.1203 s/iter. Total: 0.4904 s/iter. ETA=0:10:55
[07/07 04:43:51] d2.evaluation.evaluator INFO: Inference done 675/2000. Dataloading: 0.0027 s/iter. Inference: 0.3681 s/iter. Eval: 0.1195 s/iter. Total: 0.4903 s/iter. ETA=0:10:49
[07/07 04:43:56] d2.evaluation.evaluator INFO: Inference done 686/2000. Dataloading: 0.0027 s/iter. Inference: 0.3685 s/iter. Eval: 0.1190 s/iter. Total: 0.4902 s/iter. ETA=0:10:44
[07/07 04:44:01] d2.evaluation.evaluator INFO: Inference done 696/2000. Dataloading: 0.0027 s/iter. Inference: 0.3687 s/iter. Eval: 0.1189 s/iter. Total: 0.4904 s/iter. ETA=0:10:39
[07/07 04:44:07] d2.evaluation.evaluator INFO: Inference done 707/2000. Dataloading: 0.0027 s/iter. Inference: 0.3687 s/iter. Eval: 0.1189 s/iter. Total: 0.4903 s/iter. ETA=0:10:33
[07/07 04:44:12] d2.evaluation.evaluator INFO: Inference done 718/2000. Dataloading: 0.0027 s/iter. Inference: 0.3684 s/iter. Eval: 0.1188 s/iter. Total: 0.4899 s/iter. ETA=0:10:28
[07/07 04:44:17] d2.evaluation.evaluator INFO: Inference done 729/2000. Dataloading: 0.0027 s/iter. Inference: 0.3683 s/iter. Eval: 0.1186 s/iter. Total: 0.4897 s/iter. ETA=0:10:22
[07/07 04:44:22] d2.evaluation.evaluator INFO: Inference done 741/2000. Dataloading: 0.0027 s/iter. Inference: 0.3688 s/iter. Eval: 0.1174 s/iter. Total: 0.4889 s/iter. ETA=0:10:15
[07/07 04:44:27] d2.evaluation.evaluator INFO: Inference done 752/2000. Dataloading: 0.0027 s/iter. Inference: 0.3686 s/iter. Eval: 0.1173 s/iter. Total: 0.4887 s/iter. ETA=0:10:09
[07/07 04:44:33] d2.evaluation.evaluator INFO: Inference done 765/2000. Dataloading: 0.0027 s/iter. Inference: 0.3682 s/iter. Eval: 0.1161 s/iter. Total: 0.4870 s/iter. ETA=0:10:01
[07/07 04:44:38] d2.evaluation.evaluator INFO: Inference done 777/2000. Dataloading: 0.0027 s/iter. Inference: 0.3680 s/iter. Eval: 0.1152 s/iter. Total: 0.4860 s/iter. ETA=0:09:54
[07/07 04:44:43] d2.evaluation.evaluator INFO: Inference done 787/2000. Dataloading: 0.0027 s/iter. Inference: 0.3681 s/iter. Eval: 0.1158 s/iter. Total: 0.4867 s/iter. ETA=0:09:50
[07/07 04:44:48] d2.evaluation.evaluator INFO: Inference done 797/2000. Dataloading: 0.0027 s/iter. Inference: 0.3683 s/iter. Eval: 0.1162 s/iter. Total: 0.4873 s/iter. ETA=0:09:46
[07/07 04:44:54] d2.evaluation.evaluator INFO: Inference done 807/2000. Dataloading: 0.0027 s/iter. Inference: 0.3683 s/iter. Eval: 0.1169 s/iter. Total: 0.4879 s/iter. ETA=0:09:42
[07/07 04:44:59] d2.evaluation.evaluator INFO: Inference done 817/2000. Dataloading: 0.0027 s/iter. Inference: 0.3685 s/iter. Eval: 0.1171 s/iter. Total: 0.4883 s/iter. ETA=0:09:37
[07/07 04:45:04] d2.evaluation.evaluator INFO: Inference done 827/2000. Dataloading: 0.0027 s/iter. Inference: 0.3685 s/iter. Eval: 0.1176 s/iter. Total: 0.4889 s/iter. ETA=0:09:33
[07/07 04:45:10] d2.evaluation.evaluator INFO: Inference done 837/2000. Dataloading: 0.0027 s/iter. Inference: 0.3686 s/iter. Eval: 0.1181 s/iter. Total: 0.4894 s/iter. ETA=0:09:29
[07/07 04:45:15] d2.evaluation.evaluator INFO: Inference done 847/2000. Dataloading: 0.0027 s/iter. Inference: 0.3686 s/iter. Eval: 0.1186 s/iter. Total: 0.4900 s/iter. ETA=0:09:24
[07/07 04:45:20] d2.evaluation.evaluator INFO: Inference done 857/2000. Dataloading: 0.0027 s/iter. Inference: 0.3687 s/iter. Eval: 0.1189 s/iter. Total: 0.4904 s/iter. ETA=0:09:20
[07/07 04:45:25] d2.evaluation.evaluator INFO: Inference done 871/2000. Dataloading: 0.0027 s/iter. Inference: 0.3678 s/iter. Eval: 0.1178 s/iter. Total: 0.4884 s/iter. ETA=0:09:11
[07/07 04:45:31] d2.evaluation.evaluator INFO: Inference done 883/2000. Dataloading: 0.0026 s/iter. Inference: 0.3677 s/iter. Eval: 0.1173 s/iter. Total: 0.4877 s/iter. ETA=0:09:04
[07/07 04:45:36] d2.evaluation.evaluator INFO: Inference done 894/2000. Dataloading: 0.0026 s/iter. Inference: 0.3675 s/iter. Eval: 0.1171 s/iter. Total: 0.4874 s/iter. ETA=0:08:59
[07/07 04:45:41] d2.evaluation.evaluator INFO: Inference done 906/2000. Dataloading: 0.0027 s/iter. Inference: 0.3676 s/iter. Eval: 0.1167 s/iter. Total: 0.4870 s/iter. ETA=0:08:52
[07/07 04:45:47] d2.evaluation.evaluator INFO: Inference done 918/2000. Dataloading: 0.0027 s/iter. Inference: 0.3677 s/iter. Eval: 0.1160 s/iter. Total: 0.4864 s/iter. ETA=0:08:46
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[07/07 04:45:57] d2.evaluation.evaluator INFO: Inference done 939/2000. Dataloading: 0.0026 s/iter. Inference: 0.3678 s/iter. Eval: 0.1160 s/iter. Total: 0.4865 s/iter. ETA=0:08:36
[07/07 04:46:02] d2.evaluation.evaluator INFO: Inference done 950/2000. Dataloading: 0.0026 s/iter. Inference: 0.3678 s/iter. Eval: 0.1162 s/iter. Total: 0.4867 s/iter. ETA=0:08:31
[07/07 04:46:07] d2.evaluation.evaluator INFO: Inference done 961/2000. Dataloading: 0.0026 s/iter. Inference: 0.3677 s/iter. Eval: 0.1159 s/iter. Total: 0.4863 s/iter. ETA=0:08:25
[07/07 04:46:12] d2.evaluation.evaluator INFO: Inference done 970/2000. Dataloading: 0.0026 s/iter. Inference: 0.3677 s/iter. Eval: 0.1167 s/iter. Total: 0.4871 s/iter. ETA=0:08:21
[07/07 04:46:18] d2.evaluation.evaluator INFO: Inference done 982/2000. Dataloading: 0.0026 s/iter. Inference: 0.3677 s/iter. Eval: 0.1162 s/iter. Total: 0.4867 s/iter. ETA=0:08:15
[07/07 04:46:23] d2.evaluation.evaluator INFO: Inference done 993/2000. Dataloading: 0.0026 s/iter. Inference: 0.3679 s/iter. Eval: 0.1158 s/iter. Total: 0.4864 s/iter. ETA=0:08:09
[07/07 04:46:28] d2.evaluation.evaluator INFO: Inference done 1004/2000. Dataloading: 0.0026 s/iter. Inference: 0.3680 s/iter. Eval: 0.1156 s/iter. Total: 0.4863 s/iter. ETA=0:08:04
[07/07 04:46:34] d2.evaluation.evaluator INFO: Inference done 1014/2000. Dataloading: 0.0026 s/iter. Inference: 0.3681 s/iter. Eval: 0.1159 s/iter. Total: 0.4867 s/iter. ETA=0:07:59
[07/07 04:46:39] d2.evaluation.evaluator INFO: Inference done 1025/2000. Dataloading: 0.0026 s/iter. Inference: 0.3682 s/iter. Eval: 0.1155 s/iter. Total: 0.4865 s/iter. ETA=0:07:54
[07/07 04:46:44] d2.evaluation.evaluator INFO: Inference done 1035/2000. Dataloading: 0.0026 s/iter. Inference: 0.3682 s/iter. Eval: 0.1159 s/iter. Total: 0.4869 s/iter. ETA=0:07:49
[07/07 04:46:49] d2.evaluation.evaluator INFO: Inference done 1046/2000. Dataloading: 0.0026 s/iter. Inference: 0.3678 s/iter. Eval: 0.1160 s/iter. Total: 0.4866 s/iter. ETA=0:07:44
[07/07 04:46:54] d2.evaluation.evaluator INFO: Inference done 1057/2000. Dataloading: 0.0026 s/iter. Inference: 0.3678 s/iter. Eval: 0.1158 s/iter. Total: 0.4864 s/iter. ETA=0:07:38
[07/07 04:46:59] d2.evaluation.evaluator INFO: Inference done 1068/2000. Dataloading: 0.0026 s/iter. Inference: 0.3676 s/iter. Eval: 0.1157 s/iter. Total: 0.4861 s/iter. ETA=0:07:33
[07/07 04:47:05] d2.evaluation.evaluator INFO: Inference done 1079/2000. Dataloading: 0.0026 s/iter. Inference: 0.3676 s/iter. Eval: 0.1159 s/iter. Total: 0.4862 s/iter. ETA=0:07:27
[07/07 04:47:10] d2.evaluation.evaluator INFO: Inference done 1090/2000. Dataloading: 0.0026 s/iter. Inference: 0.3674 s/iter. Eval: 0.1161 s/iter. Total: 0.4863 s/iter. ETA=0:07:22
[07/07 04:47:15] d2.evaluation.evaluator INFO: Inference done 1100/2000. Dataloading: 0.0026 s/iter. Inference: 0.3673 s/iter. Eval: 0.1166 s/iter. Total: 0.4867 s/iter. ETA=0:07:18
[07/07 04:47:21] d2.evaluation.evaluator INFO: Inference done 1111/2000. Dataloading: 0.0026 s/iter. Inference: 0.3673 s/iter. Eval: 0.1165 s/iter. Total: 0.4866 s/iter. ETA=0:07:12
[07/07 04:47:26] d2.evaluation.evaluator INFO: Inference done 1122/2000. Dataloading: 0.0026 s/iter. Inference: 0.3671 s/iter. Eval: 0.1166 s/iter. Total: 0.4863 s/iter. ETA=0:07:07
[07/07 04:47:31] d2.evaluation.evaluator INFO: Inference done 1132/2000. Dataloading: 0.0026 s/iter. Inference: 0.3669 s/iter. Eval: 0.1171 s/iter. Total: 0.4867 s/iter. ETA=0:07:02
[07/07 04:47:36] d2.evaluation.evaluator INFO: Inference done 1144/2000. Dataloading: 0.0026 s/iter. Inference: 0.3665 s/iter. Eval: 0.1170 s/iter. Total: 0.4863 s/iter. ETA=0:06:56
[07/07 04:47:41] d2.evaluation.evaluator INFO: Inference done 1154/2000. Dataloading: 0.0026 s/iter. Inference: 0.3663 s/iter. Eval: 0.1174 s/iter. Total: 0.4865 s/iter. ETA=0:06:51
[07/07 04:47:47] d2.evaluation.evaluator INFO: Inference done 1163/2000. Dataloading: 0.0026 s/iter. Inference: 0.3661 s/iter. Eval: 0.1186 s/iter. Total: 0.4874 s/iter. ETA=0:06:47
[07/07 04:47:52] d2.evaluation.evaluator INFO: Inference done 1173/2000. Dataloading: 0.0026 s/iter. Inference: 0.3659 s/iter. Eval: 0.1191 s/iter. Total: 0.4878 s/iter. ETA=0:06:43
[07/07 04:47:58] d2.evaluation.evaluator INFO: Inference done 1184/2000. Dataloading: 0.0026 s/iter. Inference: 0.3657 s/iter. Eval: 0.1194 s/iter. Total: 0.4879 s/iter. ETA=0:06:38
[07/07 04:48:03] d2.evaluation.evaluator INFO: Inference done 1196/2000. Dataloading: 0.0026 s/iter. Inference: 0.3658 s/iter. Eval: 0.1191 s/iter. Total: 0.4876 s/iter. ETA=0:06:32
[07/07 04:48:08] d2.evaluation.evaluator INFO: Inference done 1209/2000. Dataloading: 0.0026 s/iter. Inference: 0.3655 s/iter. Eval: 0.1183 s/iter. Total: 0.4866 s/iter. ETA=0:06:24
[07/07 04:48:14] d2.evaluation.evaluator INFO: Inference done 1221/2000. Dataloading: 0.0026 s/iter. Inference: 0.3656 s/iter. Eval: 0.1181 s/iter. Total: 0.4864 s/iter. ETA=0:06:18
[07/07 04:48:19] d2.evaluation.evaluator INFO: Inference done 1231/2000. Dataloading: 0.0026 s/iter. Inference: 0.3657 s/iter. Eval: 0.1181 s/iter. Total: 0.4865 s/iter. ETA=0:06:14
[07/07 04:48:24] d2.evaluation.evaluator INFO: Inference done 1242/2000. Dataloading: 0.0026 s/iter. Inference: 0.3660 s/iter. Eval: 0.1176 s/iter. Total: 0.4863 s/iter. ETA=0:06:08
[07/07 04:48:30] d2.evaluation.evaluator INFO: Inference done 1254/2000. Dataloading: 0.0026 s/iter. Inference: 0.3661 s/iter. Eval: 0.1172 s/iter. Total: 0.4861 s/iter. ETA=0:06:02
[07/07 04:48:35] d2.evaluation.evaluator INFO: Inference done 1264/2000. Dataloading: 0.0026 s/iter. Inference: 0.3665 s/iter. Eval: 0.1170 s/iter. Total: 0.4862 s/iter. ETA=0:05:57
[07/07 04:48:40] d2.evaluation.evaluator INFO: Inference done 1275/2000. Dataloading: 0.0026 s/iter. Inference: 0.3664 s/iter. Eval: 0.1171 s/iter. Total: 0.4863 s/iter. ETA=0:05:52
[07/07 04:48:45] d2.evaluation.evaluator INFO: Inference done 1285/2000. Dataloading: 0.0026 s/iter. Inference: 0.3669 s/iter. Eval: 0.1169 s/iter. Total: 0.4865 s/iter. ETA=0:05:47
[07/07 04:48:50] d2.evaluation.evaluator INFO: Inference done 1296/2000. Dataloading: 0.0026 s/iter. Inference: 0.3670 s/iter. Eval: 0.1166 s/iter. Total: 0.4864 s/iter. ETA=0:05:42
[07/07 04:48:56] d2.evaluation.evaluator INFO: Inference done 1307/2000. Dataloading: 0.0026 s/iter. Inference: 0.3668 s/iter. Eval: 0.1167 s/iter. Total: 0.4863 s/iter. ETA=0:05:36
[07/07 04:49:01] d2.evaluation.evaluator INFO: Inference done 1318/2000. Dataloading: 0.0026 s/iter. Inference: 0.3666 s/iter. Eval: 0.1169 s/iter. Total: 0.4862 s/iter. ETA=0:05:31
[07/07 04:49:06] d2.evaluation.evaluator INFO: Inference done 1329/2000. Dataloading: 0.0026 s/iter. Inference: 0.3665 s/iter. Eval: 0.1168 s/iter. Total: 0.4860 s/iter. ETA=0:05:26
[07/07 04:49:11] d2.evaluation.evaluator INFO: Inference done 1338/2000. Dataloading: 0.0026 s/iter. Inference: 0.3666 s/iter. Eval: 0.1172 s/iter. Total: 0.4866 s/iter. ETA=0:05:22
[07/07 04:49:16] d2.evaluation.evaluator INFO: Inference done 1349/2000. Dataloading: 0.0026 s/iter. Inference: 0.3667 s/iter. Eval: 0.1169 s/iter. Total: 0.4863 s/iter. ETA=0:05:16
[07/07 04:49:21] d2.evaluation.evaluator INFO: Inference done 1361/2000. Dataloading: 0.0026 s/iter. Inference: 0.3670 s/iter. Eval: 0.1162 s/iter. Total: 0.4859 s/iter. ETA=0:05:10
[07/07 04:49:27] d2.evaluation.evaluator INFO: Inference done 1373/2000. Dataloading: 0.0026 s/iter. Inference: 0.3670 s/iter. Eval: 0.1158 s/iter. Total: 0.4856 s/iter. ETA=0:05:04
[07/07 04:49:32] d2.evaluation.evaluator INFO: Inference done 1383/2000. Dataloading: 0.0026 s/iter. Inference: 0.3670 s/iter. Eval: 0.1162 s/iter. Total: 0.4860 s/iter. ETA=0:04:59
[07/07 04:49:37] d2.evaluation.evaluator INFO: Inference done 1393/2000. Dataloading: 0.0026 s/iter. Inference: 0.3677 s/iter. Eval: 0.1159 s/iter. Total: 0.4863 s/iter. ETA=0:04:55
[07/07 04:49:43] d2.evaluation.evaluator INFO: Inference done 1403/2000. Dataloading: 0.0026 s/iter. Inference: 0.3684 s/iter. Eval: 0.1156 s/iter. Total: 0.4867 s/iter. ETA=0:04:50
[07/07 04:49:48] d2.evaluation.evaluator INFO: Inference done 1416/2000. Dataloading: 0.0026 s/iter. Inference: 0.3684 s/iter. Eval: 0.1148 s/iter. Total: 0.4859 s/iter. ETA=0:04:43
[07/07 04:49:53] d2.evaluation.evaluator INFO: Inference done 1427/2000. Dataloading: 0.0026 s/iter. Inference: 0.3683 s/iter. Eval: 0.1147 s/iter. Total: 0.4857 s/iter. ETA=0:04:38
[07/07 04:49:58] d2.evaluation.evaluator INFO: Inference done 1437/2000. Dataloading: 0.0026 s/iter. Inference: 0.3682 s/iter. Eval: 0.1149 s/iter. Total: 0.4858 s/iter. ETA=0:04:33
[07/07 04:50:03] d2.evaluation.evaluator INFO: Inference done 1448/2000. Dataloading: 0.0026 s/iter. Inference: 0.3684 s/iter. Eval: 0.1145 s/iter. Total: 0.4857 s/iter. ETA=0:04:28
[07/07 04:50:09] d2.evaluation.evaluator INFO: Inference done 1459/2000. Dataloading: 0.0026 s/iter. Inference: 0.3684 s/iter. Eval: 0.1146 s/iter. Total: 0.4858 s/iter. ETA=0:04:22
[07/07 04:50:14] d2.evaluation.evaluator INFO: Inference done 1469/2000. Dataloading: 0.0026 s/iter. Inference: 0.3684 s/iter. Eval: 0.1150 s/iter. Total: 0.4861 s/iter. ETA=0:04:18
[07/07 04:50:19] d2.evaluation.evaluator INFO: Inference done 1479/2000. Dataloading: 0.0026 s/iter. Inference: 0.3683 s/iter. Eval: 0.1153 s/iter. Total: 0.4864 s/iter. ETA=0:04:13
[07/07 04:50:25] d2.evaluation.evaluator INFO: Inference done 1491/2000. Dataloading: 0.0026 s/iter. Inference: 0.3682 s/iter. Eval: 0.1151 s/iter. Total: 0.4860 s/iter. ETA=0:04:07
[07/07 04:50:30] d2.evaluation.evaluator INFO: Inference done 1502/2000. Dataloading: 0.0026 s/iter. Inference: 0.3683 s/iter. Eval: 0.1149 s/iter. Total: 0.4860 s/iter. ETA=0:04:02
[07/07 04:50:35] d2.evaluation.evaluator INFO: Inference done 1512/2000. Dataloading: 0.0026 s/iter. Inference: 0.3682 s/iter. Eval: 0.1153 s/iter. Total: 0.4863 s/iter. ETA=0:03:57
[07/07 04:50:41] d2.evaluation.evaluator INFO: Inference done 1522/2000. Dataloading: 0.0026 s/iter. Inference: 0.3681 s/iter. Eval: 0.1158 s/iter. Total: 0.4867 s/iter. ETA=0:03:52
[07/07 04:50:46] d2.evaluation.evaluator INFO: Inference done 1533/2000. Dataloading: 0.0026 s/iter. Inference: 0.3679 s/iter. Eval: 0.1160 s/iter. Total: 0.4866 s/iter. ETA=0:03:47
[07/07 04:50:51] d2.evaluation.evaluator INFO: Inference done 1544/2000. Dataloading: 0.0026 s/iter. Inference: 0.3679 s/iter. Eval: 0.1159 s/iter. Total: 0.4865 s/iter. ETA=0:03:41
[07/07 04:50:56] d2.evaluation.evaluator INFO: Inference done 1555/2000. Dataloading: 0.0026 s/iter. Inference: 0.3681 s/iter. Eval: 0.1155 s/iter. Total: 0.4864 s/iter. ETA=0:03:36
[07/07 04:51:01] d2.evaluation.evaluator INFO: Inference done 1567/2000. Dataloading: 0.0026 s/iter. Inference: 0.3679 s/iter. Eval: 0.1152 s/iter. Total: 0.4859 s/iter. ETA=0:03:30
[07/07 04:51:07] d2.evaluation.evaluator INFO: Inference done 1577/2000. Dataloading: 0.0026 s/iter. Inference: 0.3680 s/iter. Eval: 0.1155 s/iter. Total: 0.4862 s/iter. ETA=0:03:25
[07/07 04:51:12] d2.evaluation.evaluator INFO: Inference done 1587/2000. Dataloading: 0.0026 s/iter. Inference: 0.3682 s/iter. Eval: 0.1155 s/iter. Total: 0.4865 s/iter. ETA=0:03:20
[07/07 04:51:17] d2.evaluation.evaluator INFO: Inference done 1597/2000. Dataloading: 0.0026 s/iter. Inference: 0.3682 s/iter. Eval: 0.1157 s/iter. Total: 0.4866 s/iter. ETA=0:03:16
[07/07 04:51:23] d2.evaluation.evaluator INFO: Inference done 1610/2000. Dataloading: 0.0026 s/iter. Inference: 0.3682 s/iter. Eval: 0.1151 s/iter. Total: 0.4861 s/iter. ETA=0:03:09
[07/07 04:51:28] d2.evaluation.evaluator INFO: Inference done 1622/2000. Dataloading: 0.0026 s/iter. Inference: 0.3682 s/iter. Eval: 0.1148 s/iter. Total: 0.4857 s/iter. ETA=0:03:03
[07/07 04:51:33] d2.evaluation.evaluator INFO: Inference done 1633/2000. Dataloading: 0.0026 s/iter. Inference: 0.3683 s/iter. Eval: 0.1145 s/iter. Total: 0.4855 s/iter. ETA=0:02:58
[07/07 04:51:38] d2.evaluation.evaluator INFO: Inference done 1644/2000. Dataloading: 0.0026 s/iter. Inference: 0.3683 s/iter. Eval: 0.1145 s/iter. Total: 0.4856 s/iter. ETA=0:02:52
[07/07 04:51:44] d2.evaluation.evaluator INFO: Inference done 1656/2000. Dataloading: 0.0026 s/iter. Inference: 0.3683 s/iter. Eval: 0.1143 s/iter. Total: 0.4853 s/iter. ETA=0:02:46
[07/07 04:51:49] d2.evaluation.evaluator INFO: Inference done 1668/2000. Dataloading: 0.0026 s/iter. Inference: 0.3684 s/iter. Eval: 0.1138 s/iter. Total: 0.4849 s/iter. ETA=0:02:40
[07/07 04:51:54] d2.evaluation.evaluator INFO: Inference done 1679/2000. Dataloading: 0.0026 s/iter. Inference: 0.3686 s/iter. Eval: 0.1136 s/iter. Total: 0.4849 s/iter. ETA=0:02:35
[07/07 04:51:59] d2.evaluation.evaluator INFO: Inference done 1690/2000. Dataloading: 0.0026 s/iter. Inference: 0.3687 s/iter. Eval: 0.1133 s/iter. Total: 0.4848 s/iter. ETA=0:02:30
[07/07 04:52:04] d2.evaluation.evaluator INFO: Inference done 1700/2000. Dataloading: 0.0026 s/iter. Inference: 0.3688 s/iter. Eval: 0.1135 s/iter. Total: 0.4850 s/iter. ETA=0:02:25
[07/07 04:52:10] d2.evaluation.evaluator INFO: Inference done 1710/2000. Dataloading: 0.0026 s/iter. Inference: 0.3689 s/iter. Eval: 0.1136 s/iter. Total: 0.4852 s/iter. ETA=0:02:20
[07/07 04:52:15] d2.evaluation.evaluator INFO: Inference done 1721/2000. Dataloading: 0.0026 s/iter. Inference: 0.3688 s/iter. Eval: 0.1136 s/iter. Total: 0.4851 s/iter. ETA=0:02:15
[07/07 04:52:20] d2.evaluation.evaluator INFO: Inference done 1732/2000. Dataloading: 0.0026 s/iter. Inference: 0.3688 s/iter. Eval: 0.1136 s/iter. Total: 0.4851 s/iter. ETA=0:02:10
[07/07 04:52:26] d2.evaluation.evaluator INFO: Inference done 1743/2000. Dataloading: 0.0026 s/iter. Inference: 0.3690 s/iter. Eval: 0.1135 s/iter. Total: 0.4852 s/iter. ETA=0:02:04
[07/07 04:52:31] d2.evaluation.evaluator INFO: Inference done 1755/2000. Dataloading: 0.0026 s/iter. Inference: 0.3689 s/iter. Eval: 0.1131 s/iter. Total: 0.4847 s/iter. ETA=0:01:58
[07/07 04:52:36] d2.evaluation.evaluator INFO: Inference done 1768/2000. Dataloading: 0.0026 s/iter. Inference: 0.3689 s/iter. Eval: 0.1126 s/iter. Total: 0.4842 s/iter. ETA=0:01:52
[07/07 04:52:41] d2.evaluation.evaluator INFO: Inference done 1779/2000. Dataloading: 0.0026 s/iter. Inference: 0.3689 s/iter. Eval: 0.1126 s/iter. Total: 0.4842 s/iter. ETA=0:01:47
[07/07 04:52:47] d2.evaluation.evaluator INFO: Inference done 1789/2000. Dataloading: 0.0026 s/iter. Inference: 0.3688 s/iter. Eval: 0.1129 s/iter. Total: 0.4844 s/iter. ETA=0:01:42
[07/07 04:52:52] d2.evaluation.evaluator INFO: Inference done 1799/2000. Dataloading: 0.0026 s/iter. Inference: 0.3688 s/iter. Eval: 0.1132 s/iter. Total: 0.4847 s/iter. ETA=0:01:37
[07/07 04:52:57] d2.evaluation.evaluator INFO: Inference done 1809/2000. Dataloading: 0.0026 s/iter. Inference: 0.3688 s/iter. Eval: 0.1135 s/iter. Total: 0.4850 s/iter. ETA=0:01:32
[07/07 04:53:03] d2.evaluation.evaluator INFO: Inference done 1819/2000. Dataloading: 0.0026 s/iter. Inference: 0.3688 s/iter. Eval: 0.1137 s/iter. Total: 0.4853 s/iter. ETA=0:01:27
[07/07 04:53:08] d2.evaluation.evaluator INFO: Inference done 1829/2000. Dataloading: 0.0026 s/iter. Inference: 0.3689 s/iter. Eval: 0.1139 s/iter. Total: 0.4855 s/iter. ETA=0:01:23
[07/07 04:53:14] d2.evaluation.evaluator INFO: Inference done 1839/2000. Dataloading: 0.0026 s/iter. Inference: 0.3690 s/iter. Eval: 0.1141 s/iter. Total: 0.4859 s/iter. ETA=0:01:18
[07/07 04:53:19] d2.evaluation.evaluator INFO: Inference done 1848/2000. Dataloading: 0.0026 s/iter. Inference: 0.3694 s/iter. Eval: 0.1144 s/iter. Total: 0.4866 s/iter. ETA=0:01:13
[07/07 04:53:25] d2.evaluation.evaluator INFO: Inference done 1857/2000. Dataloading: 0.0026 s/iter. Inference: 0.3698 s/iter. Eval: 0.1146 s/iter. Total: 0.4871 s/iter. ETA=0:01:09
[07/07 04:53:30] d2.evaluation.evaluator INFO: Inference done 1869/2000. Dataloading: 0.0026 s/iter. Inference: 0.3698 s/iter. Eval: 0.1142 s/iter. Total: 0.4867 s/iter. ETA=0:01:03
[07/07 04:53:35] d2.evaluation.evaluator INFO: Inference done 1879/2000. Dataloading: 0.0026 s/iter. Inference: 0.3702 s/iter. Eval: 0.1139 s/iter. Total: 0.4868 s/iter. ETA=0:00:58
[07/07 04:53:40] d2.evaluation.evaluator INFO: Inference done 1889/2000. Dataloading: 0.0026 s/iter. Inference: 0.3705 s/iter. Eval: 0.1138 s/iter. Total: 0.4871 s/iter. ETA=0:00:54
[07/07 04:53:45] d2.evaluation.evaluator INFO: Inference done 1900/2000. Dataloading: 0.0026 s/iter. Inference: 0.3706 s/iter. Eval: 0.1137 s/iter. Total: 0.4870 s/iter. ETA=0:00:48
[07/07 04:53:51] d2.evaluation.evaluator INFO: Inference done 1912/2000. Dataloading: 0.0026 s/iter. Inference: 0.3705 s/iter. Eval: 0.1135 s/iter. Total: 0.4867 s/iter. ETA=0:00:42
[07/07 04:53:56] d2.evaluation.evaluator INFO: Inference done 1923/2000. Dataloading: 0.0026 s/iter. Inference: 0.3707 s/iter. Eval: 0.1132 s/iter. Total: 0.4866 s/iter. ETA=0:00:37
[07/07 04:54:01] d2.evaluation.evaluator INFO: Inference done 1934/2000. Dataloading: 0.0026 s/iter. Inference: 0.3706 s/iter. Eval: 0.1132 s/iter. Total: 0.4865 s/iter. ETA=0:00:32
[07/07 04:54:06] d2.evaluation.evaluator INFO: Inference done 1945/2000. Dataloading: 0.0026 s/iter. Inference: 0.3706 s/iter. Eval: 0.1132 s/iter. Total: 0.4865 s/iter. ETA=0:00:26
[07/07 04:54:11] d2.evaluation.evaluator INFO: Inference done 1956/2000. Dataloading: 0.0026 s/iter. Inference: 0.3706 s/iter. Eval: 0.1131 s/iter. Total: 0.4864 s/iter. ETA=0:00:21
[07/07 04:54:17] d2.evaluation.evaluator INFO: Inference done 1966/2000. Dataloading: 0.0026 s/iter. Inference: 0.3705 s/iter. Eval: 0.1133 s/iter. Total: 0.4866 s/iter. ETA=0:00:16
[07/07 04:54:22] d2.evaluation.evaluator INFO: Inference done 1976/2000. Dataloading: 0.0026 s/iter. Inference: 0.3705 s/iter. Eval: 0.1135 s/iter. Total: 0.4867 s/iter. ETA=0:00:11
[07/07 04:54:27] d2.evaluation.evaluator INFO: Inference done 1987/2000. Dataloading: 0.0026 s/iter. Inference: 0.3706 s/iter. Eval: 0.1133 s/iter. Total: 0.4866 s/iter. ETA=0:00:06
[07/07 04:54:32] d2.evaluation.evaluator INFO: Inference done 1998/2000. Dataloading: 0.0026 s/iter. Inference: 0.3707 s/iter. Eval: 0.1131 s/iter. Total: 0.4865 s/iter. ETA=0:00:00
[07/07 04:54:33] d2.evaluation.evaluator INFO: Total inference time: 0:16:10.564030 (0.486498 s / iter per device, on 1 devices)
[07/07 04:54:33] d2.evaluation.evaluator INFO: Total inference pure compute time: 0:12:19 (0.370685 s / iter per device, on 1 devices)
[07/07 04:54:33] d2.evaluation.sem_seg_evaluation INFO: OrderedDict([('sem_seg', {'mIoU': 34.0658309866746, 'fwIoU': 59.89056017466583, 'IoU-wall,walls,brick wall,stone wall,interior wall': 64.30609342045011, 'BoundaryIoU-wall,walls,brick wall,stone wall,interior wall': 73.18615101885335, 'min(IoU, B-Iou)-wall,walls,brick wall,stone wall,interior wall': 64.30609342045011, 'IoU-building,buildings,edifice,edifices': 67.89286186776367, 'BoundaryIoU-building,buildings,edifice,edifices': 8.96030094537816, 'min(IoU, B-Iou)-building,buildings,edifice,edifices': 8.96030094537816, 'IoU-sky,clouds': 89.06036430213935, 'BoundaryIoU-sky,clouds': 0.0, 'min(IoU, B-Iou)-sky,clouds': 0.0, 'IoU-floor,flooring': 52.98052883567107, 'BoundaryIoU-floor,flooring': 0.0, 'min(IoU, B-Iou)-floor,flooring': 0.0, 'IoU-tree,trees': 69.96233130438132, 'BoundaryIoU-tree,trees': 0.0, 'min(IoU, B-Iou)-tree,trees': 0.0, 'IoU-ceiling': 76.9167754625974, 'BoundaryIoU-ceiling': 0.0, 'min(IoU, B-Iou)-ceiling': 0.0, 'IoU-road,route,street,roads,streets,routes': 72.35894734063929, 'BoundaryIoU-road,route,street,roads,streets,routes': 0.0, 'min(IoU, B-Iou)-road,route,street,roads,streets,routes': 0.0, 'IoU-bed,beds': 83.96693982722762, 'BoundaryIoU-bed,beds': 0.0, 'min(IoU, B-Iou)-bed,beds': 0.0, 'IoU-windowpane,window,windows': 49.721462424248955, 'BoundaryIoU-windowpane,window,windows': 0.0, 'min(IoU, B-Iou)-windowpane,window,windows': 0.0, 'IoU-grass,grass field': 64.3776580059571, 'BoundaryIoU-grass,grass field': 0.0, 'min(IoU, B-Iou)-grass,grass field': 0.0, 'IoU-cabinet,cabinets,wall mounted cabine': 57.95095288656235, 'BoundaryIoU-cabinet,cabinets,wall mounted cabine': 0.0, 'min(IoU, B-Iou)-cabinet,cabinets,wall mounted cabine': 0.0, 'IoU-sidewalk,pavement': 45.521084967370534, 'BoundaryIoU-sidewalk,pavement': 0.0, 'min(IoU, B-Iou)-sidewalk,pavement': 0.0, 'IoU-person,child,girl,boy,woman,man,people,children,girls,boys,women,men': 84.93156162542621, 'BoundaryIoU-person,child,girl,boy,woman,man,people,children,girls,boys,women,men': 0.0, 'min(IoU, B-Iou)-person,child,girl,boy,woman,man,people,children,girls,boys,women,men': 0.0, 'IoU-earth,ground': 14.770220372794329, 'BoundaryIoU-earth,ground': 0.0, 'min(IoU, B-Iou)-earth,ground': 0.0, 'IoU-door,double door,doors': 37.073066546458335, 'BoundaryIoU-door,double door,doors': 0.0, 'min(IoU, B-Iou)-door,double door,doors': 0.0, 'IoU-table,tables,tablecloth': 51.192479335666285, 'BoundaryIoU-table,tables,tablecloth': 0.0, 'min(IoU, B-Iou)-table,tables,tablecloth': 0.0, 'IoU-mountain,mount,mountains': 38.29831696199113, 'BoundaryIoU-mountain,mount,mountains': 0.0, 'min(IoU, B-Iou)-mountain,mount,mountains': 0.0, 'IoU-plant,flora,plant life,plants,bushes': 36.67549198391161, 'BoundaryIoU-plant,flora,plant life,plants,bushes': 0.0, 'min(IoU, B-Iou)-plant,flora,plant life,plants,bushes': 0.0, 'IoU-curtain,drape,drapery,mantle,pall': 72.6771724595098, 'BoundaryIoU-curtain,drape,drapery,mantle,pall': 0.0, 'min(IoU, B-Iou)-curtain,drape,drapery,mantle,pall': 0.0, 'IoU-chair,chairs': 53.05140464871295, 'BoundaryIoU-chair,chairs': 0.0, 'min(IoU, B-Iou)-chair,chairs': 0.0, 'IoU-car,automobile,cars': 84.83474176984282, 'BoundaryIoU-car,automobile,cars': 0.0, 'min(IoU, B-Iou)-car,automobile,cars': 0.0, 'IoU-water': 40.46540344680697, 'BoundaryIoU-water': 0.0, 'min(IoU, B-Iou)-water': 0.0, 'IoU-painting,picture,paintings,pictures,wallart,framed canvas': 26.612877481664142, 'BoundaryIoU-painting,picture,paintings,pictures,wallart,framed canvas': 0.0, 'min(IoU, B-Iou)-painting,picture,paintings,pictures,wallart,framed canvas': 0.0, 'IoU-sofa,couch,sofas,couches': 69.78622391073836, 'BoundaryIoU-sofa,couch,sofas,couches': 0.0, 'min(IoU, B-Iou)-sofa,couch,sofas,couches': 0.0, 'IoU-shelf,shelves': 37.08630784170061, 'BoundaryIoU-shelf,shelves': 0.0, 'min(IoU, B-Iou)-shelf,shelves': 0.0, 'IoU-house exterior': 26.001329626588248, 'BoundaryIoU-house exterior': 0.0, 'min(IoU, B-Iou)-house exterior': 0.0, 'IoU-sea,ocean': 42.808501845357334, 'BoundaryIoU-sea,ocean': 0.0, 'min(IoU, B-Iou)-sea,ocean': 0.0, 'IoU-mirror,mirrors': 61.5529980649844, 'BoundaryIoU-mirror,mirrors': 0.0, 'min(IoU, B-Iou)-mirror,mirrors': 0.0, 'IoU-rug,carpet,carpeting': 19.392120923244796, 'BoundaryIoU-rug,carpet,carpeting': 0.0, 'min(IoU, B-Iou)-rug,carpet,carpeting': 0.0, 'IoU-field': 7.517838401002641, 'BoundaryIoU-field': 0.0, 'min(IoU, B-Iou)-field': 0.0, 'IoU-armchair,armchairs': 45.09176377501394, 'BoundaryIoU-armchair,armchairs': 0.0, 'min(IoU, B-Iou)-armchair,armchairs': 0.0, 'IoU-seat,seats': 36.349341878149794, 'BoundaryIoU-seat,seats': 0.0, 'min(IoU, B-Iou)-seat,seats': 0.0, 'IoU-fence,fencing': 41.64356025077751, 'BoundaryIoU-fence,fencing': 0.0, 'min(IoU, B-Iou)-fence,fencing': 0.0, 'IoU-desk,desks': 38.708180284259605, 'BoundaryIoU-desk,desks': 0.0, 'min(IoU, B-Iou)-desk,desks': 0.0, 'IoU-rock,stone,rocks,stones': 35.71837092373319, 'BoundaryIoU-rock,stone,rocks,stones': 0.0, 'min(IoU, B-Iou)-rock,stone,rocks,stones': 0.0, 'IoU-wardrobe,closet,press,wardrobes,closets': 26.625148874274846, 'BoundaryIoU-wardrobe,closet,press,wardrobes,closets': 0.0, 'min(IoU, B-Iou)-wardrobe,closet,press,wardrobes,closets': 0.0, 'IoU-lamp,lamps': 45.57162733231922, 'BoundaryIoU-lamp,lamps': 0.0, 'min(IoU, B-Iou)-lamp,lamps': 0.0, 'IoU-bathtub,bathing tub,bath,tub': 54.15732335584198, 'BoundaryIoU-bathtub,bathing tub,bath,tub': 0.0, 'min(IoU, B-Iou)-bathtub,bathing tub,bath,tub': 0.0, 'IoU-railing,rail': 17.34896762056685, 'BoundaryIoU-railing,rail': 0.0, 'min(IoU, B-Iou)-railing,rail': 0.0, 'IoU-cushion,cushions': 15.476297080953577, 'BoundaryIoU-cushion,cushions': 0.0, 'min(IoU, B-Iou)-cushion,cushions': 0.0, 'IoU-pedestal': 3.9577561236697942, 'BoundaryIoU-pedestal': 0.0, 'min(IoU, B-Iou)-pedestal': 0.0, 'IoU-box,boxes': 21.574852300455866, 'BoundaryIoU-box,boxes': 0.0, 'min(IoU, B-Iou)-box,boxes': 0.0, 'IoU-column,pillar': 28.12690707837347, 'BoundaryIoU-column,pillar': 0.0, 'min(IoU, B-Iou)-column,pillar': 0.0, 'IoU-signboard,sign,signboards,signs': 14.411075083780434, 'BoundaryIoU-signboard,sign,signboards,signs': 0.0, 'min(IoU, B-Iou)-signboard,sign,signboards,signs': 0.0, 'IoU-chest of drawers,chest,bureau,dresser': 25.430594520234784, 'BoundaryIoU-chest of drawers,chest,bureau,dresser': 0.0, 'min(IoU, B-Iou)-chest of drawers,chest,bureau,dresser': 0.0, 'IoU-counter': 19.738566900501684, 'BoundaryIoU-counter': 0.0, 'min(IoU, B-Iou)-counter': 0.0, 'IoU-sand': 51.7641489882814, 'BoundaryIoU-sand': 0.0, 'min(IoU, B-Iou)-sand': 0.0, 'IoU-sink': 67.92324700116173, 'BoundaryIoU-sink': 0.0, 'min(IoU, B-Iou)-sink': 0.0, 'IoU-skyscraper,skyscrapers': 42.391836709227995, 'BoundaryIoU-skyscraper,skyscrapers': 0.0, 'min(IoU, B-Iou)-skyscraper,skyscrapers': 0.0, 'IoU-fireplace,hearth,open fireplace': 36.029756658649895, 'BoundaryIoU-fireplace,hearth,open fireplace': 0.0, 'min(IoU, B-Iou)-fireplace,hearth,open fireplace': 0.0, 'IoU-refrigerator,icebox': 74.36307044281514, 'BoundaryIoU-refrigerator,icebox': 0.0, 'min(IoU, B-Iou)-refrigerator,icebox': 0.0, 'IoU-grandstand,covered stand': 34.99643166778773, 'BoundaryIoU-grandstand,covered stand': 0.0, 'min(IoU, B-Iou)-grandstand,covered stand': 0.0, 'IoU-path': 6.34387779555803, 'BoundaryIoU-path': 0.0, 'min(IoU, B-Iou)-path': 0.0, 'IoU-stairs,steps': 44.4747306528906, 'BoundaryIoU-stairs,steps': 0.0, 'min(IoU, B-Iou)-stairs,steps': 0.0, 'IoU-runway': 50.05844897786855, 'BoundaryIoU-runway': 0.0, 'min(IoU, B-Iou)-runway': 0.0, 'IoU-case,display case,showcase,vitrine': 12.650213683688117, 'BoundaryIoU-case,display case,showcase,vitrine': 0.0, 'min(IoU, B-Iou)-case,display case,showcase,vitrine': 0.0, 'IoU-pool table,billiard table,snooker table': 90.20483467453634, 'BoundaryIoU-pool table,billiard table,snooker table': 0.0, 'min(IoU, B-Iou)-pool table,billiard table,snooker table': 0.0, 'IoU-pillow,pillows': 7.158262925994675, 'BoundaryIoU-pillow,pillows': 0.0, 'min(IoU, B-Iou)-pillow,pillows': 0.0, 'IoU-screen door,shower door': 19.942802043270547, 'BoundaryIoU-screen door,shower door': 0.0, 'min(IoU, B-Iou)-screen door,shower door': 0.0, 'IoU-stairway,staircase': 0.6104931790785627, 'BoundaryIoU-stairway,staircase': 0.0, 'min(IoU, B-Iou)-stairway,staircase': 0.0, 'IoU-river': 28.74099138976871, 'BoundaryIoU-river': 0.0, 'min(IoU, B-Iou)-river': 0.0, 'IoU-bridge,span': 53.12477562645095, 'BoundaryIoU-bridge,span': 0.0, 'min(IoU, B-Iou)-bridge,span': 0.0, 'IoU-bookcase': 8.21589050083523, 'BoundaryIoU-bookcase': 0.0, 'min(IoU, B-Iou)-bookcase': 0.0, 'IoU-window screen,door screen': 2.849848128656942, 'BoundaryIoU-window screen,door screen': 0.0, 'min(IoU, B-Iou)-window screen,door screen': 0.0, 'IoU-coffee table,cocktail table': 55.90993909194207, 'BoundaryIoU-coffee table,cocktail table': 0.0, 'min(IoU, B-Iou)-coffee table,cocktail table': 0.0, 'IoU-toilet,commode,crapper,potty': 78.66665517070427, 'BoundaryIoU-toilet,commode,crapper,potty': 0.0, 'min(IoU, B-Iou)-toilet,commode,crapper,potty': 0.0, 'IoU-flower,flowers': 26.31682228011019, 'BoundaryIoU-flower,flowers': 0.0, 'min(IoU, B-Iou)-flower,flowers': 0.0, 'IoU-book,books': 51.764522857944186, 'BoundaryIoU-book,books': 0.0, 'min(IoU, B-Iou)-book,books': 0.0, 'IoU-hill': 5.516659076063723, 'BoundaryIoU-hill': 0.0, 'min(IoU, B-Iou)-hill': 0.0, 'IoU-bench,benches': 45.06753816275041, 'BoundaryIoU-bench,benches': 0.0, 'min(IoU, B-Iou)-bench,benches': 0.0, 'IoU-countertop,counter top,worktop': 18.13109905658465, 'BoundaryIoU-countertop,counter top,worktop': 0.0, 'min(IoU, B-Iou)-countertop,counter top,worktop': 0.0, 'IoU-stove,kitchen stove,kitchen range,kitchen range,cooking stove': 28.876754420818813, 'BoundaryIoU-stove,kitchen stove,kitchen range,kitchen range,cooking stove': 0.0, 'min(IoU, B-Iou)-stove,kitchen stove,kitchen range,kitchen range,cooking stove': 0.0, 'IoU-palm tree,palm trees': 20.459828590569206, 'BoundaryIoU-palm tree,palm trees': 0.0, 'min(IoU, B-Iou)-palm tree,palm trees': 0.0, 'IoU-kitchen island': 0.3843203192211631, 'BoundaryIoU-kitchen island': 0.0, 'min(IoU, B-Iou)-kitchen island': 0.0, 'IoU-computer,computing machine,computing device,data processor,electronic computer,information processing system': 26.079625718391387, 'BoundaryIoU-computer,computing machine,computing device,data processor,electronic computer,information processing system': 0.0, 'min(IoU, B-Iou)-computer,computing machine,computing device,data processor,electronic computer,information processing system': 0.0, 'IoU-swivel chair': 34.552379844735846, 'BoundaryIoU-swivel chair': 0.0, 'min(IoU, B-Iou)-swivel chair': 0.0, 'IoU-boat': 78.47200970224534, 'BoundaryIoU-boat': 0.0, 'min(IoU, B-Iou)-boat': 0.0, 'IoU-bar': 4.159398608631499, 'BoundaryIoU-bar': 0.0, 'min(IoU, B-Iou)-bar': 0.0, 'IoU-arcade machine,arcade machines': 21.399742650419423, 'BoundaryIoU-arcade machine,arcade machines': 0.0, 'min(IoU, B-Iou)-arcade machine,arcade machines': 0.0, 'IoU-hovel,hut,hutch,shack,shanty': 25.26224749114248, 'BoundaryIoU-hovel,hut,hutch,shack,shanty': 0.0, 'min(IoU, B-Iou)-hovel,hut,hutch,shack,shanty': 0.0, 'IoU-bus,autobus,double-decker,jitney,motorbus,motorcoach,omnibus,passenger vehicle': 66.22457859283848, 'BoundaryIoU-bus,autobus,double-decker,jitney,motorbus,motorcoach,omnibus,passenger vehicle': 0.0, 'min(IoU, B-Iou)-bus,autobus,double-decker,jitney,motorbus,motorcoach,omnibus,passenger vehicle': 0.0, 'IoU-towel': 53.74762989230092, 'BoundaryIoU-towel': 0.0, 'min(IoU, B-Iou)-towel': 0.0, 'IoU-light bulb,lightbulb,bulb,incandescent lamp,electric light,electric-light bulb': 0.0, 'BoundaryIoU-light bulb,lightbulb,bulb,incandescent lamp,electric light,electric-light bulb': 0.0, 'min(IoU, B-Iou)-light bulb,lightbulb,bulb,incandescent lamp,electric light,electric-light bulb': 0.0, 'IoU-truck,motortruck': 42.35694735589466, 'BoundaryIoU-truck,motortruck': 0.0, 'min(IoU, B-Iou)-truck,motortruck': 0.0, 'IoU-tower,towers': 17.14688680297694, 'BoundaryIoU-tower,towers': 0.0, 'min(IoU, B-Iou)-tower,towers': 0.0, 'IoU-chandelier,pendant,pendent': 48.80753053936832, 'BoundaryIoU-chandelier,pendant,pendent': 0.0, 'min(IoU, B-Iou)-chandelier,pendant,pendent': 0.0, 'IoU-awning,sunshade,sunblind': 3.3086650111751026, 'BoundaryIoU-awning,sunshade,sunblind': 0.0, 'min(IoU, B-Iou)-awning,sunshade,sunblind': 0.0, 'IoU-streetlight,street lamp': 1.4031104421621814, 'BoundaryIoU-streetlight,street lamp': 0.0, 'min(IoU, B-Iou)-streetlight,street lamp': 0.0, 'IoU-booth,cubicle,stall,kiosk': 8.233496158298983, 'BoundaryIoU-booth,cubicle,stall,kiosk': 0.0, 'min(IoU, B-Iou)-booth,cubicle,stall,kiosk': 0.0, 'IoU-television receiver,television,television set,tv,tv set': 63.64775422545893, 'BoundaryIoU-television receiver,television,television set,tv,tv set': 0.0, 'min(IoU, B-Iou)-television receiver,television,television set,tv,tv set': 0.0, 'IoU-airplane,aeroplane,airplanes,aeroplanes': 47.82928786303764, 'BoundaryIoU-airplane,aeroplane,airplanes,aeroplanes': 0.0, 'min(IoU, B-Iou)-airplane,aeroplane,airplanes,aeroplanes': 0.0, 'IoU-dirt track': 2.919388130177849, 'BoundaryIoU-dirt track': 0.0, 'min(IoU, B-Iou)-dirt track': 0.0, 'IoU-apparel,wearing apparel,dress,clothes': 14.297332644605392, 'BoundaryIoU-apparel,wearing apparel,dress,clothes': 0.0, 'min(IoU, B-Iou)-apparel,wearing apparel,dress,clothes': 0.0, 'IoU-pole': 0.6051118698796758, 'BoundaryIoU-pole': 0.0, 'min(IoU, B-Iou)-pole': 0.0, 'IoU-land,soil': 0.6107632751093937, 'BoundaryIoU-land,soil': 0.0, 'min(IoU, B-Iou)-land,soil': 0.0, 'IoU-bannister,banister,balustrade,balusters,handrail': 8.415017225913058, 'BoundaryIoU-bannister,banister,balustrade,balusters,handrail': 0.0, 'min(IoU, B-Iou)-bannister,banister,balustrade,balusters,handrail': 0.0, 'IoU-escalator,moving staircase,moving stairway': 38.543090319809444, 'BoundaryIoU-escalator,moving staircase,moving stairway': 0.0, 'min(IoU, B-Iou)-escalator,moving staircase,moving stairway': 0.0, 'IoU-ottoman,pouf,pouffe,puff,hassock': 41.62209853937405, 'BoundaryIoU-ottoman,pouf,pouffe,puff,hassock': 0.0, 'min(IoU, B-Iou)-ottoman,pouf,pouffe,puff,hassock': 0.0, 'IoU-bottle,bottles,water bottle': 34.21071993525365, 'BoundaryIoU-bottle,bottles,water bottle': 0.0, 'min(IoU, B-Iou)-bottle,bottles,water bottle': 0.0, 'IoU-buffet,sideboard': 2.721294486837877, 'BoundaryIoU-buffet,sideboard': 0.0, 'min(IoU, B-Iou)-buffet,sideboard': 0.0, 'IoU-poster,posting,placard,notice,bill,card': 27.676034440238894, 'BoundaryIoU-poster,posting,placard,notice,bill,card': 0.0, 'min(IoU, B-Iou)-poster,posting,placard,notice,bill,card': 0.0, 'IoU-stage': 8.916519525990134, 'BoundaryIoU-stage': 0.0, 'min(IoU, B-Iou)-stage': 0.0, 'IoU-van': 38.43672464540316, 'BoundaryIoU-van': 0.0, 'min(IoU, B-Iou)-van': 0.0, 'IoU-ship': 10.764894872717402, 'BoundaryIoU-ship': 0.0, 'min(IoU, B-Iou)-ship': 0.0, 'IoU-fountain': 38.8570166576127, 'BoundaryIoU-fountain': 0.0, 'min(IoU, B-Iou)-fountain': 0.0, 'IoU-conveyer belt,conveyor belt,conveyer,conveyor,transporter': 31.732755409569606, 'BoundaryIoU-conveyer belt,conveyor belt,conveyer,conveyor,transporter': 0.0, 'min(IoU, B-Iou)-conveyer belt,conveyor belt,conveyer,conveyor,transporter': 0.0, 'IoU-canopy': 2.570118834055526, 'BoundaryIoU-canopy': 0.0, 'min(IoU, B-Iou)-canopy': 0.0, 'IoU-washer,automatic washer,washing machine': 80.26001813525079, 'BoundaryIoU-washer,automatic washer,washing machine': 0.0, 'min(IoU, B-Iou)-washer,automatic washer,washing machine': 0.0, 'IoU-plaything,toy,toys': 7.0230739362661625, 'BoundaryIoU-plaything,toy,toys': 0.0, 'min(IoU, B-Iou)-plaything,toy,toys': 0.0, 'IoU-swimming pool,swimming bath': 26.971592055812227, 'BoundaryIoU-swimming pool,swimming bath': 0.0, 'min(IoU, B-Iou)-swimming pool,swimming bath': 0.0, 'IoU-stool,stools': 33.84719523112867, 'BoundaryIoU-stool,stools': 0.0, 'min(IoU, B-Iou)-stool,stools': 0.0, 'IoU-barrel,cask,barrels,casks': 2.367253379831579, 'BoundaryIoU-barrel,cask,barrels,casks': 0.0, 'min(IoU, B-Iou)-barrel,cask,barrels,casks': 0.0, 'IoU-basket,handbasket': 27.541407928253648, 'BoundaryIoU-basket,handbasket': 0.0, 'min(IoU, B-Iou)-basket,handbasket': 0.0, 'IoU-waterfall,falls': 30.3171371278729, 'BoundaryIoU-waterfall,falls': 0.0, 'min(IoU, B-Iou)-waterfall,falls': 0.0, 'IoU-tent,collapsible shelter': 74.83418815428932, 'BoundaryIoU-tent,collapsible shelter': 0.0, 'min(IoU, B-Iou)-tent,collapsible shelter': 0.0, 'IoU-bag,bags,gift bag,paper bag': 22.36254043137205, 'BoundaryIoU-bag,bags,gift bag,paper bag': 0.0, 'min(IoU, B-Iou)-bag,bags,gift bag,paper bag': 0.0, 'IoU-minibike,motorbike': 67.85224051527385, 'BoundaryIoU-minibike,motorbike': 0.0, 'min(IoU, B-Iou)-minibike,motorbike': 0.0, 'IoU-cradle': 75.09118981373067, 'BoundaryIoU-cradle': 0.0, 'min(IoU, B-Iou)-cradle': 0.0, 'IoU-oven': 22.607817656572834, 'BoundaryIoU-oven': 0.0, 'min(IoU, B-Iou)-oven': 0.0, 'IoU-ball,balls': 46.25938348506629, 'BoundaryIoU-ball,balls': 0.0, 'min(IoU, B-Iou)-ball,balls': 0.0, 'IoU-food,solid food': 49.23422550410382, 'BoundaryIoU-food,solid food': 0.0, 'min(IoU, B-Iou)-food,solid food': 0.0, 'IoU-step,stair': 0.0853974704831307, 'BoundaryIoU-step,stair': 0.0, 'min(IoU, B-Iou)-step,stair': 0.0, 'IoU-tank,storage tank': 43.99366517228579, 'BoundaryIoU-tank,storage tank': 0.0, 'min(IoU, B-Iou)-tank,storage tank': 0.0, 'IoU-trade name,brand name,brand,marque': 0.5905644400823663, 'BoundaryIoU-trade name,brand name,brand,marque': 0.0, 'min(IoU, B-Iou)-trade name,brand name,brand,marque': 0.0, 'IoU-microwave,microwave oven': 89.92252892565013, 'BoundaryIoU-microwave,microwave oven': 0.0, 'min(IoU, B-Iou)-microwave,microwave oven': 0.0, 'IoU-plant pots,plant pot,flower pot,flowerpot,planter': 22.8983282487742, 'BoundaryIoU-plant pots,plant pot,flower pot,flowerpot,planter': 0.0, 'min(IoU, B-Iou)-plant pots,plant pot,flower pot,flowerpot,planter': 0.0, 'IoU-animal,animate being,dog,cat,horse,cow,sheep,zebra,girraffe,bird': 74.01076925393058, 'BoundaryIoU-animal,animate being,dog,cat,horse,cow,sheep,zebra,girraffe,bird': 0.0, 'min(IoU, B-Iou)-animal,animate being,dog,cat,horse,cow,sheep,zebra,girraffe,bird': 0.0, 'IoU-bicycle,bike': 54.18569254185692, 'BoundaryIoU-bicycle,bike': 0.0, 'min(IoU, B-Iou)-bicycle,bike': 0.0, 'IoU-lake': 4.774873922140118, 'BoundaryIoU-lake': 0.0, 'min(IoU, B-Iou)-lake': 0.0, 'IoU-dishwasher,dish washer,dishwashing machine': 59.16134185303514, 'BoundaryIoU-dishwasher,dish washer,dishwashing machine': 0.0, 'min(IoU, B-Iou)-dishwasher,dish washer,dishwashing machine': 0.0, 'IoU-projection screen': 38.36610992025243, 'BoundaryIoU-projection screen': 0.0, 'min(IoU, B-Iou)-projection screen': 0.0, 'IoU-blanket,cover': 1.9699257793474831, 'BoundaryIoU-blanket,cover': 0.0, 'min(IoU, B-Iou)-blanket,cover': 0.0, 'IoU-sculpture,sculptures': 14.573196506785866, 'BoundaryIoU-sculpture,sculptures': 0.0, 'min(IoU, B-Iou)-sculpture,sculptures': 0.0, 'IoU-exhaust hood': 8.190671728694598, 'BoundaryIoU-exhaust hood': 0.0, 'min(IoU, B-Iou)-exhaust hood': 0.0, 'IoU-sconce,sconce lamp,sconce light': 12.121348710122623, 'BoundaryIoU-sconce,sconce lamp,sconce light': 0.0, 'min(IoU, B-Iou)-sconce,sconce lamp,sconce light': 0.0, 'IoU-vase,vases': 35.033997218555385, 'BoundaryIoU-vase,vases': 0.0, 'min(IoU, B-Iou)-vase,vases': 0.0, 'IoU-traffic light,traffic signal,traffic lights': 23.876151617078644, 'BoundaryIoU-traffic light,traffic signal,traffic lights': 0.0, 'min(IoU, B-Iou)-traffic light,traffic signal,traffic lights': 0.0, 'IoU-tray,trays': 2.586192568297534, 'BoundaryIoU-tray,trays': 0.0, 'min(IoU, B-Iou)-tray,trays': 0.0, 'IoU-ashcan,trash can,garbage can,wastebin,ash bin,ash-bin,ashbin,dustbin,trash barrel,trash bin': 12.815897589048614, 'BoundaryIoU-ashcan,trash can,garbage can,wastebin,ash bin,ash-bin,ashbin,dustbin,trash barrel,trash bin': 0.0, 'min(IoU, B-Iou)-ashcan,trash can,garbage can,wastebin,ash bin,ash-bin,ashbin,dustbin,trash barrel,trash bin': 0.0, 'IoU-ceiling fan,floor fan': 9.487558931646474, 'BoundaryIoU-ceiling fan,floor fan': 0.0, 'min(IoU, B-Iou)-ceiling fan,floor fan': 0.0, 'IoU-pier,wharf,wharfage,dock': 3.9355992844364938, 'BoundaryIoU-pier,wharf,wharfage,dock': 0.0, 'min(IoU, B-Iou)-pier,wharf,wharfage,dock': 0.0, 'IoU-crt screen': 0.11436474793284931, 'BoundaryIoU-crt screen': 0.0, 'min(IoU, B-Iou)-crt screen': 0.0, 'IoU-plate,plates': 8.504168576602417, 'BoundaryIoU-plate,plates': 0.0, 'min(IoU, B-Iou)-plate,plates': 0.0, 'IoU-monitor,monitoring device,monitors': 6.955033631727785, 'BoundaryIoU-monitor,monitoring device,monitors': 0.0, 'min(IoU, B-Iou)-monitor,monitoring device,monitors': 0.0, 'IoU-bulletin board,notice board': 8.32586098103683, 'BoundaryIoU-bulletin board,notice board': 0.0, 'min(IoU, B-Iou)-bulletin board,notice board': 0.0, 'IoU-shower': 0.56991022240603, 'BoundaryIoU-shower': 0.0, 'min(IoU, B-Iou)-shower': 0.0, 'IoU-radiator': 30.31323043859609, 'BoundaryIoU-radiator': 0.0, 'min(IoU, B-Iou)-radiator': 0.0, 'IoU-cup,cups,drinking glass,drinking glasses': 23.02857386713487, 'BoundaryIoU-cup,cups,drinking glass,drinking glasses': 0.0, 'min(IoU, B-Iou)-cup,cups,drinking glass,drinking glasses': 0.0, 'IoU-clock': 32.88079007310314, 'BoundaryIoU-clock': 0.0, 'min(IoU, B-Iou)-clock': 0.0, 'IoU-flag,flags': 41.8912773661482, 'BoundaryIoU-flag,flags': 0.0, 'min(IoU, B-Iou)-flag,flags': 0.0, 'mACC': 54.22781421629129, 'pACC': 70.91636312847608, 'ACC-wall,walls,brick wall,stone wall,interior wall': 71.62602908785604, 'ACC-building,buildings,edifice,edifices': 72.82890913111531, 'ACC-sky,clouds': 90.7297597580676, 'ACC-floor,flooring': 54.84410749374013, 'ACC-tree,trees': 87.2925926328839, 'ACC-ceiling': 85.6731111312252, 'ACC-road,route,street,roads,streets,routes': 74.22513490706176, 'ACC-bed,beds': 97.74799257147303, 'ACC-windowpane,window,windows': 72.47707780605246, 'ACC-grass,grass field': 91.49387624222474, 'ACC-cabinet,cabinets,wall mounted cabine': 75.08898580912525, 'ACC-sidewalk,pavement': 90.52559167415563, 'ACC-person,child,girl,boy,woman,man,people,children,girls,boys,women,men': 94.17802133170487, 'ACC-earth,ground': 15.405234619065137, 'ACC-door,double door,doors': 52.630705652193434, 'ACC-table,tables,tablecloth': 62.702625836757875, 'ACC-mountain,mount,mountains': 43.38067707717857, 'ACC-plant,flora,plant life,plants,bushes': 50.14677622366208, 'ACC-curtain,drape,drapery,mantle,pall': 89.55080638539535, 'ACC-chair,chairs': 71.92675871248039, 'ACC-car,automobile,cars': 92.07786188710706, 'ACC-water': 47.11604133685379, 'ACC-painting,picture,paintings,pictures,wallart,framed canvas': 49.8356605524492, 'ACC-sofa,couch,sofas,couches': 89.20099764618705, 'ACC-shelf,shelves': 58.44188500973617, 'ACC-house exterior': 50.156874934781406, 'ACC-sea,ocean': 59.79846259846623, 'ACC-mirror,mirrors': 87.30086207351458, 'ACC-rug,carpet,carpeting': 90.29624793495748, 'ACC-field': 7.694778397425744, 'ACC-armchair,armchairs': 74.13809590066266, 'ACC-seat,seats': 44.071944126264356, 'ACC-fence,fencing': 65.1486263064114, 'ACC-desk,desks': 67.685157440008, 'ACC-rock,stone,rocks,stones': 86.23501028400791, 'ACC-wardrobe,closet,press,wardrobes,closets': 31.219171717756982, 'ACC-lamp,lamps': 72.79041255098159, 'ACC-bathtub,bathing tub,bath,tub': 60.18724017094998, 'ACC-railing,rail': 33.14654502787382, 'ACC-cushion,cushions': 18.624151812897264, 'ACC-pedestal': 4.507119895932656, 'ACC-box,boxes': 25.087178265232712, 'ACC-column,pillar': 61.14778542139686, 'ACC-signboard,sign,signboards,signs': 26.56696558763488, 'ACC-chest of drawers,chest,bureau,dresser': 67.41794046073223, 'ACC-counter': 36.01164332428212, 'ACC-sand': 77.77306003446311, 'ACC-sink': 76.81369923883129, 'ACC-skyscraper,skyscrapers': 64.36196917597356, 'ACC-fireplace,hearth,open fireplace': 42.12912233469614, 'ACC-refrigerator,icebox': 87.43129127655833, 'ACC-grandstand,covered stand': 67.17356974994716, 'ACC-path': 8.002067251494065, 'ACC-stairs,steps': 54.47910790450399, 'ACC-runway': 76.26478134424903, 'ACC-case,display case,showcase,vitrine': 30.833189639406623, 'ACC-pool table,billiard table,snooker table': 96.72282614086775, 'ACC-pillow,pillows': 9.082137345719431, 'ACC-screen door,shower door': 90.13116227054846, 'ACC-stairway,staircase': 0.628157312439985, 'ACC-river': 46.81788368808873, 'ACC-bridge,span': 92.31477037019067, 'ACC-bookcase': 11.647835638680883, 'ACC-window screen,door screen': 5.824158701747545, 'ACC-coffee table,cocktail table': 80.71074045496583, 'ACC-toilet,commode,crapper,potty': 95.11112964321501, 'ACC-flower,flowers': 69.80132424019087, 'ACC-book,books': 84.70507667540328, 'ACC-hill': 30.42353623258916, 'ACC-bench,benches': 73.24711950292574, 'ACC-countertop,counter top,worktop': 77.59742161049574, 'ACC-stove,kitchen stove,kitchen range,kitchen range,cooking stove': 34.79681716965216, 'ACC-palm tree,palm trees': 21.934637275761144, 'ACC-kitchen island': 0.4614180365014625, 'ACC-computer,computing machine,computing device,data processor,electronic computer,information processing system': 42.10074072133553, 'ACC-swivel chair': 45.82753806878219, 'ACC-boat': 80.68279153240609, 'ACC-bar': 5.564586881354183, 'ACC-arcade machine,arcade machines': 23.639272828953246, 'ACC-hovel,hut,hutch,shack,shanty': 80.92355457840632, 'ACC-bus,autobus,double-decker,jitney,motorbus,motorcoach,omnibus,passenger vehicle': 97.05883047592955, 'ACC-towel': 83.64698615468025, 'ACC-light bulb,lightbulb,bulb,incandescent lamp,electric light,electric-light bulb': 0.0, 'ACC-truck,motortruck': 78.36071126164268, 'ACC-tower,towers': 60.93841592401601, 'ACC-chandelier,pendant,pendent': 60.72108560488554, 'ACC-awning,sunshade,sunblind': 34.07926298428185, 'ACC-streetlight,street lamp': 5.596296145300364, 'ACC-booth,cubicle,stall,kiosk': 42.663487810281346, 'ACC-television receiver,television,television set,tv,tv set': 79.4145396898536, 'ACC-airplane,aeroplane,airplanes,aeroplanes': 74.1065745008993, 'ACC-dirt track': 19.863791146424518, 'ACC-apparel,wearing apparel,dress,clothes': 15.813241112725107, 'ACC-pole': 1.5313221214898576, 'ACC-land,soil': 5.564874351567111, 'ACC-bannister,banister,balustrade,balusters,handrail': 53.58140218509627, 'ACC-escalator,moving staircase,moving stairway': 88.89167639613909, 'ACC-ottoman,pouf,pouffe,puff,hassock': 75.1074131425705, 'ACC-bottle,bottles,water bottle': 51.4328492644154, 'ACC-buffet,sideboard': 4.493192555603226, 'ACC-poster,posting,placard,notice,bill,card': 62.023019992310644, 'ACC-stage': 40.31050477151828, 'ACC-van': 57.40624445712149, 'ACC-ship': 11.52954299621417, 'ACC-fountain': 40.74255462426438, 'ACC-conveyer belt,conveyor belt,conveyer,conveyor,transporter': 88.71189139181136, 'ACC-canopy': 8.087849663227244, 'ACC-washer,automatic washer,washing machine': 85.71713756604767, 'ACC-plaything,toy,toys': 33.096562256865404, 'ACC-swimming pool,swimming bath': 85.80929820907956, 'ACC-stool,stools': 67.62564470469616, 'ACC-barrel,cask,barrels,casks': 93.29844123335988, 'ACC-basket,handbasket': 34.5527243005622, 'ACC-waterfall,falls': 92.0594475852346, 'ACC-tent,collapsible shelter': 97.2024238663223, 'ACC-bag,bags,gift bag,paper bag': 46.251753917326646, 'ACC-minibike,motorbike': 91.54407131624943, 'ACC-cradle': 97.10118149436968, 'ACC-oven': 76.30702042258855, 'ACC-ball,balls': 69.41901155265808, 'ACC-food,solid food': 83.18636369801567, 'ACC-step,stair': 0.22200211755865978, 'ACC-tank,storage tank': 46.30172898071282, 'ACC-trade name,brand name,brand,marque': 0.7180546130987201, 'ACC-microwave,microwave oven': 96.81154387259593, 'ACC-plant pots,plant pot,flower pot,flowerpot,planter': 64.19867798210676, 'ACC-animal,animate being,dog,cat,horse,cow,sheep,zebra,girraffe,bird': 90.24150963407446, 'ACC-bicycle,bike': 90.94777225564566, 'ACC-lake': 18.805967305567197, 'ACC-dishwasher,dish washer,dishwashing machine': 69.53058018811838, 'ACC-projection screen': 89.03273191287316, 'ACC-blanket,cover': 2.2335910420183245, 'ACC-sculpture,sculptures': 26.528757838209533, 'ACC-exhaust hood': 19.429917019347847, 'ACC-sconce,sconce lamp,sconce light': 31.83173534899189, 'ACC-vase,vases': 82.67054713020016, 'ACC-traffic light,traffic signal,traffic lights': 32.3280776228017, 'ACC-tray,trays': 3.259731009343445, 'ACC-ashcan,trash can,garbage can,wastebin,ash bin,ash-bin,ashbin,dustbin,trash barrel,trash bin': 26.273289869940765, 'ACC-ceiling fan,floor fan': 56.116007478087745, 'ACC-pier,wharf,wharfage,dock': 47.604469615796724, 'ACC-crt screen': 0.6208258865581789, 'ACC-plate,plates': 9.084958764236156, 'ACC-monitor,monitoring device,monitors': 15.864097043533057, 'ACC-bulletin board,notice board': 34.36236425825665, 'ACC-shower': 69.26205694363742, 'ACC-radiator': 34.175144314151844, 'ACC-cup,cups,drinking glass,drinking glasses': 33.309965035735864, 'ACC-clock': 37.91579745875213, 'ACC-flag,flags': 73.30365743482969})])
[07/07 04:54:33] d2.evaluation.panoptic_evaluation INFO: Writing all panoptic predictions to /tmp/panoptic_evalm2sbck0l ...
[07/07 04:54:41] d2.evaluation.panoptic_evaluation INFO: Panoptic Evaluation Results:
| | PQ | SQ | RQ | #categories |
|:------:|:------:|:------:|:------:|:-------------:|
| All | 26.788 | 71.571 | 32.342 | 150 |
| Things | 25.139 | 70.862 | 30.659 | 100 |
| Stuff | 30.086 | 72.990 | 35.707 | 50 |
[07/07 04:54:42] d2.evaluation.coco_evaluation INFO: Preparing results for COCO format ...
[07/07 04:54:42] d2.evaluation.coco_evaluation INFO: Saving results to ./output/inference/coco_instances_results.json
[07/07 04:54:43] d2.evaluation.coco_evaluation INFO: Evaluating predictions with unofficial COCO API...
[07/07 04:54:43] d2.evaluation.fast_eval_api INFO: Evaluate annotation type *bbox*
[07/07 04:54:49] d2.evaluation.fast_eval_api INFO: COCOeval_opt.evaluate() finished in 5.26 seconds.
[07/07 04:54:49] d2.evaluation.fast_eval_api INFO: Accumulating evaluation results...
[07/07 04:54:50] d2.evaluation.fast_eval_api INFO: COCOeval_opt.accumulate() finished in 0.73 seconds.
[07/07 04:54:50] 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 04:54:50] d2.evaluation.coco_evaluation INFO: Per-category bbox AP:
| category | AP | category | AP | category | AP |
|:-------------------------------------------------------------------------------------------------------------|:------|:--------------------------------------------------------------------------------------------|:------|:--------------------------------------------------|:------|
| bed,beds | 0.000 | windowpane,window,windows | 0.000 | cabinet,cabinets,wall mounted cabine | 0.000 |
| person,child,girl,boy,woman,man,people,children,girls,boys,women,men | 0.000 | door,double door,doors | 0.000 | table,tables,tablecloth | 0.000 |
| curtain,drape,drapery,mantle,pall | 0.000 | chair,chairs | 0.000 | car,automobile,cars | 0.000 |
| painting,picture,paintings,pictures,wallart,framed canvas | 0.000 | sofa,couch,sofas,couches | 0.000 | shelf,shelves | 0.000 |
| mirror,mirrors | 0.000 | armchair,armchairs | 0.000 | seat,seats | 0.000 |
| fence,fencing | 0.000 | desk,desks | 0.000 | wardrobe,closet,press,wardrobes,closets | 0.000 |
| lamp,lamps | 0.000 | bathtub,bathing tub,bath,tub | 0.000 | railing,rail | 0.000 |
| cushion,cushions | 0.000 | box,boxes | 0.000 | column,pillar | 0.000 |
| signboard,sign,signboards,signs | 0.000 | chest of drawers,chest,bureau,dresser | 0.000 | counter | 0.000 |
| sink | 0.000 | fireplace,hearth,open fireplace | 0.000 | refrigerator,icebox | 0.000 |
| stairs,steps | 0.000 | case,display case,showcase,vitrine | 0.000 | pool table,billiard table,snooker table | 0.000 |
| pillow,pillows | 0.000 | screen door,shower door | 0.000 | bookcase | 0.000 |
| coffee table,cocktail table | 0.000 | toilet,commode,crapper,potty | 0.000 | flower,flowers | 0.000 |
| book,books | 0.000 | bench,benches | 0.000 | countertop,counter top,worktop | 0.000 |
| stove,kitchen stove,kitchen range,kitchen range,cooking stove | 0.000 | palm tree,palm trees | 0.000 | kitchen island | 0.000 |
| computer,computing machine,computing device,data processor,electronic computer,information processing system | 0.000 | swivel chair | 0.000 | boat | 0.000 |
| arcade machine,arcade machines | 0.000 | bus,autobus,double-decker,jitney,motorbus,motorcoach,omnibus,passenger vehicle | 0.000 | towel | 0.000 |
| light bulb,lightbulb,bulb,incandescent lamp,electric light,electric-light bulb | 0.000 | truck,motortruck | 0.000 | chandelier,pendant,pendent | 0.000 |
| awning,sunshade,sunblind | 0.000 | streetlight,street lamp | 0.000 | booth,cubicle,stall,kiosk | 0.000 |
| television receiver,television,television set,tv,tv set | 0.000 | airplane,aeroplane,airplanes,aeroplanes | 0.000 | apparel,wearing apparel,dress,clothes | 0.000 |
| pole | 0.000 | bannister,banister,balustrade,balusters,handrail | 0.000 | ottoman,pouf,pouffe,puff,hassock | 0.000 |
| bottle,bottles,water bottle | 0.000 | van | 0.000 | ship | 0.000 |
| fountain | 0.000 | washer,automatic washer,washing machine | 0.000 | plaything,toy,toys | 0.000 |
| stool,stools | 0.000 | barrel,cask,barrels,casks | 0.000 | basket,handbasket | 0.000 |
| bag,bags,gift bag,paper bag | 0.000 | minibike,motorbike | 0.000 | oven | 0.000 |
| ball,balls | 0.000 | food,solid food | 0.000 | step,stair | 0.000 |
| trade name,brand name,brand,marque | 0.000 | microwave,microwave oven | 0.000 | plant pots,plant pot,flower pot,flowerpot,planter | 0.000 |
| animal,animate being,dog,cat,horse,cow,sheep,zebra,girraffe,bird | 0.000 | bicycle,bike | 0.000 | dishwasher,dish washer,dishwashing machine | 0.000 |
| projection screen | 0.000 | sculpture,sculptures | 0.000 | exhaust hood | 0.000 |
| sconce,sconce lamp,sconce light | 0.000 | vase,vases | 0.000 | traffic light,traffic signal,traffic lights | 0.000 |
| tray,trays | 0.000 | ashcan,trash can,garbage can,wastebin,ash bin,ash-bin,ashbin,dustbin,trash barrel,trash bin | 0.000 | ceiling fan,floor fan | 0.000 |
| plate,plates | 0.000 | monitor,monitoring device,monitors | 0.000 | bulletin board,notice board | 0.000 |
| radiator | 0.000 | cup,cups,drinking glass,drinking glasses | 0.000 | clock | 0.000 |
| flag,flags | 0.000 | | | | |
[07/07 04:54:54] d2.evaluation.fast_eval_api INFO: Evaluate annotation type *segm*
[07/07 04:55:00] d2.evaluation.fast_eval_api INFO: COCOeval_opt.evaluate() finished in 5.31 seconds.
[07/07 04:55:00] d2.evaluation.fast_eval_api INFO: Accumulating evaluation results...
[07/07 04:55:00] d2.evaluation.fast_eval_api INFO: COCOeval_opt.accumulate() finished in 0.75 seconds.
[07/07 04:55:01] d2.evaluation.coco_evaluation INFO: Evaluation results for segm:
| AP | AP50 | AP75 | APs | APm | APl |
|:------:|:------:|:------:|:-----:|:------:|:------:|
| 16.823 | 27.388 | 17.187 | 5.731 | 19.853 | 29.650 |
[07/07 04:55:01] d2.evaluation.coco_evaluation INFO: Per-category segm AP:
| category | AP | category | AP | category | AP |
|:-------------------------------------------------------------------------------------------------------------|:-------|:--------------------------------------------------------------------------------------------|:-------|:--------------------------------------------------|:-------|
| bed,beds | 46.127 | windowpane,window,windows | 13.937 | cabinet,cabinets,wall mounted cabine | 6.273 |
| person,child,girl,boy,woman,man,people,children,girls,boys,women,men | 33.524 | door,double door,doors | 12.944 | table,tables,tablecloth | 14.961 |
| curtain,drape,drapery,mantle,pall | 20.094 | chair,chairs | 24.854 | car,automobile,cars | 40.134 |
| painting,picture,paintings,pictures,wallart,framed canvas | 11.742 | sofa,couch,sofas,couches | 48.324 | shelf,shelves | 5.274 |
| mirror,mirrors | 50.269 | armchair,armchairs | 36.716 | seat,seats | 7.162 |
| fence,fencing | 4.678 | desk,desks | 7.568 | wardrobe,closet,press,wardrobes,closets | 13.706 |
| lamp,lamps | 10.463 | bathtub,bathing tub,bath,tub | 12.873 | railing,rail | 1.766 |
| cushion,cushions | 8.838 | box,boxes | 2.706 | column,pillar | 3.027 |
| signboard,sign,signboards,signs | 2.960 | chest of drawers,chest,bureau,dresser | 21.454 | counter | 1.648 |
| sink | 28.455 | fireplace,hearth,open fireplace | 4.601 | refrigerator,icebox | 71.967 |
| stairs,steps | 11.789 | case,display case,showcase,vitrine | 1.036 | pool table,billiard table,snooker table | 68.262 |
| pillow,pillows | 2.422 | screen door,shower door | 38.956 | bookcase | 0.379 |
| coffee table,cocktail table | 30.293 | toilet,commode,crapper,potty | 66.686 | flower,flowers | 8.043 |
| book,books | 5.033 | bench,benches | 11.507 | countertop,counter top,worktop | 7.042 |
| stove,kitchen stove,kitchen range,kitchen range,cooking stove | 41.052 | palm tree,palm trees | 2.696 | kitchen island | 0.724 |
| computer,computing machine,computing device,data processor,electronic computer,information processing system | 2.469 | swivel chair | 18.401 | boat | 22.578 |
| arcade machine,arcade machines | 6.805 | bus,autobus,double-decker,jitney,motorbus,motorcoach,omnibus,passenger vehicle | 45.735 | towel | 15.887 |
| light bulb,lightbulb,bulb,incandescent lamp,electric light,electric-light bulb | 0.426 | truck,motortruck | 13.044 | chandelier,pendant,pendent | 15.602 |
| awning,sunshade,sunblind | 1.472 | streetlight,street lamp | 0.053 | booth,cubicle,stall,kiosk | 4.854 |
| television receiver,television,television set,tv,tv set | 64.580 | airplane,aeroplane,airplanes,aeroplanes | 33.725 | apparel,wearing apparel,dress,clothes | 4.544 |
| pole | 0.107 | bannister,banister,balustrade,balusters,handrail | 0.243 | ottoman,pouf,pouffe,puff,hassock | 31.995 |
| bottle,bottles,water bottle | 15.457 | van | 13.151 | ship | 26.931 |
| fountain | 37.637 | washer,automatic washer,washing machine | 5.165 | plaything,toy,toys | 9.542 |
| stool,stools | 8.925 | barrel,cask,barrels,casks | 8.584 | basket,handbasket | 6.872 |
| bag,bags,gift bag,paper bag | 5.794 | minibike,motorbike | 25.159 | oven | 37.408 |
| ball,balls | 24.853 | food,solid food | 1.088 | step,stair | 0.361 |
| trade name,brand name,brand,marque | 0.451 | microwave,microwave oven | 71.955 | plant pots,plant pot,flower pot,flowerpot,planter | 2.315 |
| animal,animate being,dog,cat,horse,cow,sheep,zebra,girraffe,bird | 16.369 | bicycle,bike | 15.523 | dishwasher,dish washer,dishwashing machine | 45.528 |
| projection screen | 50.238 | sculpture,sculptures | 5.123 | exhaust hood | 1.298 |
| sconce,sconce lamp,sconce light | 2.183 | vase,vases | 27.506 | traffic light,traffic signal,traffic lights | 4.799 |
| tray,trays | 0.538 | ashcan,trash can,garbage can,wastebin,ash bin,ash-bin,ashbin,dustbin,trash barrel,trash bin | 2.413 | ceiling fan,floor fan | 0.798 |
| plate,plates | 3.717 | monitor,monitoring device,monitors | 4.316 | bulletin board,notice board | 2.931 |
| radiator | 15.848 | cup,cups,drinking glass,drinking glasses | 7.105 | clock | 22.285 |
| flag,flags | 4.689 | | | | |
[07/07 04:55:01] d2.engine.defaults INFO: Evaluation results for openvocab_ade20k_panoptic_val in csv format:
[07/07 04:55:01] d2.evaluation.testing INFO: copypaste: Task: sem_seg
[07/07 04:55:01] d2.evaluation.testing INFO: copypaste: mIoU,fwIoU,mACC,pACC
[07/07 04:55:01] d2.evaluation.testing INFO: copypaste: 34.0658,59.8906,54.2278,70.9164
[07/07 04:55:01] d2.evaluation.testing INFO: copypaste: Task: panoptic_seg
[07/07 04:55:01] d2.evaluation.testing INFO: copypaste: PQ,SQ,RQ,PQ_th,SQ_th,RQ_th,PQ_st,SQ_st,RQ_st
[07/07 04:55:01] d2.evaluation.testing INFO: copypaste: 26.7882,71.5713,32.3416,25.1393,70.8621,30.6591,30.0858,72.9898,35.7067
[07/07 04:55:01] d2.evaluation.testing INFO: copypaste: Task: bbox
[07/07 04:55:01] d2.evaluation.testing INFO: copypaste: AP,AP50,AP75,APs,APm,APl
[07/07 04:55:01] d2.evaluation.testing INFO: copypaste: 0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
[07/07 04:55:01] d2.evaluation.testing INFO: copypaste: Task: segm
[07/07 04:55:01] d2.evaluation.testing INFO: copypaste: AP,AP50,AP75,APs,APm,APl
[07/07 04:55:01] d2.evaluation.testing INFO: copypaste: 16.8234,27.3876,17.1870,5.7307,19.8533,29.6502