logs/testing/pc-459.log

[02/19 22:10:48] d2.checkpoint.detection_checkpoint INFO: [DetectionCheckpointer] Loading from output/Sam_query/ConvNext-L_vit_b_1x_final/model_final.pth ...
[02/19 22:10:48] fvcore.common.checkpoint INFO: [Checkpointer] Loading from output/Sam_query/ConvNext-L_vit_b_1x_final/model_final.pth ...
[02/19 22:11:03] d2.data.datasets.coco INFO: Loaded 5104 images with semantic segmentation from /share/home/chenxi/cx_xchen/datasets/pascal_ctx_d2/images/validation
[02/19 22:11:03] d2.data.dataset_mapper INFO: [DatasetMapper] Augmentations used in inference: [ResizeShortestEdge(short_edge_length=(800, 800), max_size=1333, sample_style='choice')]
[02/19 22:11:03] d2.data.common INFO: Serializing the dataset using: <class 'detectron2.data.common._TorchSerializedList'>
[02/19 22:11:03] d2.data.common INFO: Serializing 5104 elements to byte tensors and concatenating them all ...
[02/19 22:11:03] d2.data.common INFO: Serialized dataset takes 1.30 MiB
[02/19 22:11:03] d2.data.datasets.coco INFO: Loaded 5104 images with semantic segmentation from /share/home/chenxi/cx_xchen/datasets/pascal_ctx_d2/images/validation
[02/19 22:11:03] d2.evaluation.sem_seg_evaluation WARNING: SemSegEvaluator(num_classes) is more than supported value for Boundary IoU calculation!
                B-IoU metrics are not going to be computed. Max allowed value (exclusive)
                for num_classes for calculating Boundary IoU is 255.
                The number of classes of dataset openvocab_pascal_ctx459_sem_seg_val is 459
[02/19 22:11:03] d2.evaluation.evaluator INFO: Start inference on 1276 batches
[02/19 22:11:25] d2.evaluation.evaluator INFO: Inference done 1/1276. Dataloading: 5.4433 s/iter. Inference: 16.2198 s/iter. Eval: 0.0959 s/iter. Total: 21.7632 s/iter. ETA=7:42:28
[02/19 22:11:30] d2.evaluation.evaluator INFO: Inference done 15/1276. Dataloading: 0.0018 s/iter. Inference: 0.3495 s/iter. Eval: 0.0070 s/iter. Total: 0.3582 s/iter. ETA=0:07:31
[02/19 22:11:35] d2.evaluation.evaluator INFO: Inference done 29/1276. Dataloading: 0.0025 s/iter. Inference: 0.3488 s/iter. Eval: 0.0068 s/iter. Total: 0.3581 s/iter. ETA=0:07:26
[02/19 22:11:40] d2.evaluation.evaluator INFO: Inference done 43/1276. Dataloading: 0.0028 s/iter. Inference: 0.3493 s/iter. Eval: 0.0067 s/iter. Total: 0.3589 s/iter. ETA=0:07:22
[02/19 22:11:45] d2.evaluation.evaluator INFO: Inference done 57/1276. Dataloading: 0.0030 s/iter. Inference: 0.3496 s/iter. Eval: 0.0066 s/iter. Total: 0.3592 s/iter. ETA=0:07:17
[02/19 22:11:50] d2.evaluation.evaluator INFO: Inference done 71/1276. Dataloading: 0.0030 s/iter. Inference: 0.3507 s/iter. Eval: 0.0065 s/iter. Total: 0.3603 s/iter. ETA=0:07:14
[02/19 22:11:55] d2.evaluation.evaluator INFO: Inference done 85/1276. Dataloading: 0.0031 s/iter. Inference: 0.3503 s/iter. Eval: 0.0065 s/iter. Total: 0.3600 s/iter. ETA=0:07:08
[02/19 22:12:01] d2.evaluation.evaluator INFO: Inference done 99/1276. Dataloading: 0.0031 s/iter. Inference: 0.3513 s/iter. Eval: 0.0064 s/iter. Total: 0.3609 s/iter. ETA=0:07:04
[02/19 22:12:06] d2.evaluation.evaluator INFO: Inference done 114/1276. Dataloading: 0.0031 s/iter. Inference: 0.3507 s/iter. Eval: 0.0065 s/iter. Total: 0.3603 s/iter. ETA=0:06:58
[02/19 22:12:11] d2.evaluation.evaluator INFO: Inference done 128/1276. Dataloading: 0.0032 s/iter. Inference: 0.3504 s/iter. Eval: 0.0064 s/iter. Total: 0.3601 s/iter. ETA=0:06:53
[02/19 22:12:16] d2.evaluation.evaluator INFO: Inference done 143/1276. Dataloading: 0.0033 s/iter. Inference: 0.3495 s/iter. Eval: 0.0068 s/iter. Total: 0.3597 s/iter. ETA=0:06:47
[02/19 22:12:21] d2.evaluation.evaluator INFO: Inference done 157/1276. Dataloading: 0.0033 s/iter. Inference: 0.3500 s/iter. Eval: 0.0068 s/iter. Total: 0.3601 s/iter. ETA=0:06:42
[02/19 22:12:26] d2.evaluation.evaluator INFO: Inference done 171/1276. Dataloading: 0.0033 s/iter. Inference: 0.3502 s/iter. Eval: 0.0066 s/iter. Total: 0.3603 s/iter. ETA=0:06:38
[02/19 22:12:32] d2.evaluation.evaluator INFO: Inference done 186/1276. Dataloading: 0.0034 s/iter. Inference: 0.3499 s/iter. Eval: 0.0066 s/iter. Total: 0.3600 s/iter. ETA=0:06:32
[02/19 22:12:37] d2.evaluation.evaluator INFO: Inference done 200/1276. Dataloading: 0.0034 s/iter. Inference: 0.3501 s/iter. Eval: 0.0066 s/iter. Total: 0.3601 s/iter. ETA=0:06:27
[02/19 22:12:42] d2.evaluation.evaluator INFO: Inference done 214/1276. Dataloading: 0.0034 s/iter. Inference: 0.3499 s/iter. Eval: 0.0066 s/iter. Total: 0.3599 s/iter. ETA=0:06:22
[02/19 22:12:47] d2.evaluation.evaluator INFO: Inference done 228/1276. Dataloading: 0.0034 s/iter. Inference: 0.3501 s/iter. Eval: 0.0066 s/iter. Total: 0.3601 s/iter. ETA=0:06:17
[02/19 22:12:52] d2.evaluation.evaluator INFO: Inference done 243/1276. Dataloading: 0.0034 s/iter. Inference: 0.3498 s/iter. Eval: 0.0066 s/iter. Total: 0.3598 s/iter. ETA=0:06:11
[02/19 22:12:57] d2.evaluation.evaluator INFO: Inference done 257/1276. Dataloading: 0.0034 s/iter. Inference: 0.3497 s/iter. Eval: 0.0066 s/iter. Total: 0.3598 s/iter. ETA=0:06:06
[02/19 22:13:02] d2.evaluation.evaluator INFO: Inference done 271/1276. Dataloading: 0.0034 s/iter. Inference: 0.3496 s/iter. Eval: 0.0068 s/iter. Total: 0.3599 s/iter. ETA=0:06:01
[02/19 22:13:07] d2.evaluation.evaluator INFO: Inference done 285/1276. Dataloading: 0.0034 s/iter. Inference: 0.3497 s/iter. Eval: 0.0068 s/iter. Total: 0.3600 s/iter. ETA=0:05:56
[02/19 22:13:12] d2.evaluation.evaluator INFO: Inference done 299/1276. Dataloading: 0.0035 s/iter. Inference: 0.3496 s/iter. Eval: 0.0068 s/iter. Total: 0.3599 s/iter. ETA=0:05:51
[02/19 22:13:18] d2.evaluation.evaluator INFO: Inference done 314/1276. Dataloading: 0.0035 s/iter. Inference: 0.3494 s/iter. Eval: 0.0068 s/iter. Total: 0.3597 s/iter. ETA=0:05:46
[02/19 22:13:23] d2.evaluation.evaluator INFO: Inference done 329/1276. Dataloading: 0.0035 s/iter. Inference: 0.3491 s/iter. Eval: 0.0067 s/iter. Total: 0.3594 s/iter. ETA=0:05:40
[02/19 22:13:28] d2.evaluation.evaluator INFO: Inference done 343/1276. Dataloading: 0.0035 s/iter. Inference: 0.3492 s/iter. Eval: 0.0067 s/iter. Total: 0.3595 s/iter. ETA=0:05:35
[02/19 22:13:33] d2.evaluation.evaluator INFO: Inference done 357/1276. Dataloading: 0.0035 s/iter. Inference: 0.3492 s/iter. Eval: 0.0067 s/iter. Total: 0.3595 s/iter. ETA=0:05:30
[02/19 22:13:38] d2.evaluation.evaluator INFO: Inference done 371/1276. Dataloading: 0.0035 s/iter. Inference: 0.3494 s/iter. Eval: 0.0067 s/iter. Total: 0.3596 s/iter. ETA=0:05:25
[02/19 22:13:44] d2.evaluation.evaluator INFO: Inference done 386/1276. Dataloading: 0.0035 s/iter. Inference: 0.3492 s/iter. Eval: 0.0067 s/iter. Total: 0.3595 s/iter. ETA=0:05:19
[02/19 22:13:49] d2.evaluation.evaluator INFO: Inference done 400/1276. Dataloading: 0.0035 s/iter. Inference: 0.3492 s/iter. Eval: 0.0067 s/iter. Total: 0.3594 s/iter. ETA=0:05:14
[02/19 22:13:54] d2.evaluation.evaluator INFO: Inference done 414/1276. Dataloading: 0.0035 s/iter. Inference: 0.3493 s/iter. Eval: 0.0067 s/iter. Total: 0.3595 s/iter. ETA=0:05:09
[02/19 22:13:59] d2.evaluation.evaluator INFO: Inference done 429/1276. Dataloading: 0.0035 s/iter. Inference: 0.3492 s/iter. Eval: 0.0067 s/iter. Total: 0.3594 s/iter. ETA=0:05:04
[02/19 22:14:04] d2.evaluation.evaluator INFO: Inference done 444/1276. Dataloading: 0.0035 s/iter. Inference: 0.3492 s/iter. Eval: 0.0066 s/iter. Total: 0.3593 s/iter. ETA=0:04:58
[02/19 22:14:10] d2.evaluation.evaluator INFO: Inference done 459/1276. Dataloading: 0.0034 s/iter. Inference: 0.3490 s/iter. Eval: 0.0066 s/iter. Total: 0.3592 s/iter. ETA=0:04:53
[02/19 22:14:15] d2.evaluation.evaluator INFO: Inference done 474/1276. Dataloading: 0.0034 s/iter. Inference: 0.3489 s/iter. Eval: 0.0066 s/iter. Total: 0.3590 s/iter. ETA=0:04:47
[02/19 22:14:20] d2.evaluation.evaluator INFO: Inference done 489/1276. Dataloading: 0.0034 s/iter. Inference: 0.3487 s/iter. Eval: 0.0066 s/iter. Total: 0.3588 s/iter. ETA=0:04:42
[02/19 22:14:26] d2.evaluation.evaluator INFO: Inference done 504/1276. Dataloading: 0.0034 s/iter. Inference: 0.3486 s/iter. Eval: 0.0066 s/iter. Total: 0.3587 s/iter. ETA=0:04:36
[02/19 22:14:31] d2.evaluation.evaluator INFO: Inference done 518/1276. Dataloading: 0.0034 s/iter. Inference: 0.3486 s/iter. Eval: 0.0066 s/iter. Total: 0.3587 s/iter. ETA=0:04:31
[02/19 22:14:36] d2.evaluation.evaluator INFO: Inference done 533/1276. Dataloading: 0.0034 s/iter. Inference: 0.3486 s/iter. Eval: 0.0066 s/iter. Total: 0.3587 s/iter. ETA=0:04:26
[02/19 22:14:41] d2.evaluation.evaluator INFO: Inference done 547/1276. Dataloading: 0.0034 s/iter. Inference: 0.3486 s/iter. Eval: 0.0066 s/iter. Total: 0.3587 s/iter. ETA=0:04:21
[02/19 22:14:46] d2.evaluation.evaluator INFO: Inference done 561/1276. Dataloading: 0.0034 s/iter. Inference: 0.3486 s/iter. Eval: 0.0066 s/iter. Total: 0.3587 s/iter. ETA=0:04:16
[02/19 22:14:51] d2.evaluation.evaluator INFO: Inference done 575/1276. Dataloading: 0.0034 s/iter. Inference: 0.3486 s/iter. Eval: 0.0066 s/iter. Total: 0.3587 s/iter. ETA=0:04:11
[02/19 22:14:56] d2.evaluation.evaluator INFO: Inference done 590/1276. Dataloading: 0.0034 s/iter. Inference: 0.3485 s/iter. Eval: 0.0066 s/iter. Total: 0.3586 s/iter. ETA=0:04:05
[02/19 22:15:02] d2.evaluation.evaluator INFO: Inference done 605/1276. Dataloading: 0.0034 s/iter. Inference: 0.3484 s/iter. Eval: 0.0065 s/iter. Total: 0.3585 s/iter. ETA=0:04:00
[02/19 22:15:07] d2.evaluation.evaluator INFO: Inference done 619/1276. Dataloading: 0.0034 s/iter. Inference: 0.3484 s/iter. Eval: 0.0065 s/iter. Total: 0.3584 s/iter. ETA=0:03:55
[02/19 22:15:12] d2.evaluation.evaluator INFO: Inference done 634/1276. Dataloading: 0.0034 s/iter. Inference: 0.3483 s/iter. Eval: 0.0065 s/iter. Total: 0.3583 s/iter. ETA=0:03:50
[02/19 22:15:17] d2.evaluation.evaluator INFO: Inference done 648/1276. Dataloading: 0.0034 s/iter. Inference: 0.3483 s/iter. Eval: 0.0065 s/iter. Total: 0.3583 s/iter. ETA=0:03:45
[02/19 22:15:22] d2.evaluation.evaluator INFO: Inference done 662/1276. Dataloading: 0.0034 s/iter. Inference: 0.3483 s/iter. Eval: 0.0065 s/iter. Total: 0.3583 s/iter. ETA=0:03:40
[02/19 22:15:27] d2.evaluation.evaluator INFO: Inference done 677/1276. Dataloading: 0.0034 s/iter. Inference: 0.3482 s/iter. Eval: 0.0065 s/iter. Total: 0.3582 s/iter. ETA=0:03:34
[02/19 22:15:33] d2.evaluation.evaluator INFO: Inference done 692/1276. Dataloading: 0.0034 s/iter. Inference: 0.3481 s/iter. Eval: 0.0065 s/iter. Total: 0.3581 s/iter. ETA=0:03:29
[02/19 22:15:38] d2.evaluation.evaluator INFO: Inference done 707/1276. Dataloading: 0.0034 s/iter. Inference: 0.3481 s/iter. Eval: 0.0065 s/iter. Total: 0.3581 s/iter. ETA=0:03:23
[02/19 22:15:43] d2.evaluation.evaluator INFO: Inference done 721/1276. Dataloading: 0.0034 s/iter. Inference: 0.3481 s/iter. Eval: 0.0065 s/iter. Total: 0.3581 s/iter. ETA=0:03:18
[02/19 22:15:48] d2.evaluation.evaluator INFO: Inference done 736/1276. Dataloading: 0.0034 s/iter. Inference: 0.3481 s/iter. Eval: 0.0065 s/iter. Total: 0.3581 s/iter. ETA=0:03:13
[02/19 22:15:54] d2.evaluation.evaluator INFO: Inference done 751/1276. Dataloading: 0.0034 s/iter. Inference: 0.3480 s/iter. Eval: 0.0065 s/iter. Total: 0.3580 s/iter. ETA=0:03:07
[02/19 22:15:59] d2.evaluation.evaluator INFO: Inference done 765/1276. Dataloading: 0.0034 s/iter. Inference: 0.3480 s/iter. Eval: 0.0065 s/iter. Total: 0.3580 s/iter. ETA=0:03:02
[02/19 22:16:04] d2.evaluation.evaluator INFO: Inference done 779/1276. Dataloading: 0.0034 s/iter. Inference: 0.3480 s/iter. Eval: 0.0065 s/iter. Total: 0.3580 s/iter. ETA=0:02:57
[02/19 22:16:09] d2.evaluation.evaluator INFO: Inference done 793/1276. Dataloading: 0.0034 s/iter. Inference: 0.3480 s/iter. Eval: 0.0066 s/iter. Total: 0.3580 s/iter. ETA=0:02:52
[02/19 22:16:14] d2.evaluation.evaluator INFO: Inference done 807/1276. Dataloading: 0.0034 s/iter. Inference: 0.3480 s/iter. Eval: 0.0066 s/iter. Total: 0.3580 s/iter. ETA=0:02:47
[02/19 22:16:19] d2.evaluation.evaluator INFO: Inference done 822/1276. Dataloading: 0.0034 s/iter. Inference: 0.3479 s/iter. Eval: 0.0065 s/iter. Total: 0.3579 s/iter. ETA=0:02:42
[02/19 22:16:24] d2.evaluation.evaluator INFO: Inference done 837/1276. Dataloading: 0.0034 s/iter. Inference: 0.3478 s/iter. Eval: 0.0066 s/iter. Total: 0.3578 s/iter. ETA=0:02:37
[02/19 22:16:30] d2.evaluation.evaluator INFO: Inference done 852/1276. Dataloading: 0.0034 s/iter. Inference: 0.3477 s/iter. Eval: 0.0066 s/iter. Total: 0.3578 s/iter. ETA=0:02:31
[02/19 22:16:35] d2.evaluation.evaluator INFO: Inference done 867/1276. Dataloading: 0.0034 s/iter. Inference: 0.3476 s/iter. Eval: 0.0066 s/iter. Total: 0.3576 s/iter. ETA=0:02:26
[02/19 22:16:40] d2.evaluation.evaluator INFO: Inference done 881/1276. Dataloading: 0.0034 s/iter. Inference: 0.3476 s/iter. Eval: 0.0066 s/iter. Total: 0.3576 s/iter. ETA=0:02:21
[02/19 22:16:45] d2.evaluation.evaluator INFO: Inference done 895/1276. Dataloading: 0.0034 s/iter. Inference: 0.3476 s/iter. Eval: 0.0066 s/iter. Total: 0.3577 s/iter. ETA=0:02:16
[02/19 22:16:50] d2.evaluation.evaluator INFO: Inference done 910/1276. Dataloading: 0.0034 s/iter. Inference: 0.3475 s/iter. Eval: 0.0066 s/iter. Total: 0.3576 s/iter. ETA=0:02:10
[02/19 22:16:55] d2.evaluation.evaluator INFO: Inference done 924/1276. Dataloading: 0.0034 s/iter. Inference: 0.3476 s/iter. Eval: 0.0066 s/iter. Total: 0.3576 s/iter. ETA=0:02:05
[02/19 22:17:01] d2.evaluation.evaluator INFO: Inference done 939/1276. Dataloading: 0.0034 s/iter. Inference: 0.3476 s/iter. Eval: 0.0066 s/iter. Total: 0.3576 s/iter. ETA=0:02:00
[02/19 22:17:06] d2.evaluation.evaluator INFO: Inference done 953/1276. Dataloading: 0.0034 s/iter. Inference: 0.3476 s/iter. Eval: 0.0066 s/iter. Total: 0.3576 s/iter. ETA=0:01:55
[02/19 22:17:11] d2.evaluation.evaluator INFO: Inference done 968/1276. Dataloading: 0.0034 s/iter. Inference: 0.3475 s/iter. Eval: 0.0066 s/iter. Total: 0.3576 s/iter. ETA=0:01:50
[02/19 22:17:16] d2.evaluation.evaluator INFO: Inference done 983/1276. Dataloading: 0.0034 s/iter. Inference: 0.3475 s/iter. Eval: 0.0066 s/iter. Total: 0.3576 s/iter. ETA=0:01:44
[02/19 22:17:22] d2.evaluation.evaluator INFO: Inference done 998/1276. Dataloading: 0.0034 s/iter. Inference: 0.3475 s/iter. Eval: 0.0066 s/iter. Total: 0.3575 s/iter. ETA=0:01:39
[02/19 22:17:27] d2.evaluation.evaluator INFO: Inference done 1013/1276. Dataloading: 0.0034 s/iter. Inference: 0.3475 s/iter. Eval: 0.0066 s/iter. Total: 0.3575 s/iter. ETA=0:01:34
[02/19 22:17:32] d2.evaluation.evaluator INFO: Inference done 1027/1276. Dataloading: 0.0034 s/iter. Inference: 0.3475 s/iter. Eval: 0.0065 s/iter. Total: 0.3575 s/iter. ETA=0:01:29
[02/19 22:17:37] d2.evaluation.evaluator INFO: Inference done 1042/1276. Dataloading: 0.0034 s/iter. Inference: 0.3474 s/iter. Eval: 0.0065 s/iter. Total: 0.3575 s/iter. ETA=0:01:23
[02/19 22:17:42] d2.evaluation.evaluator INFO: Inference done 1056/1276. Dataloading: 0.0034 s/iter. Inference: 0.3474 s/iter. Eval: 0.0065 s/iter. Total: 0.3575 s/iter. ETA=0:01:18
[02/19 22:17:48] d2.evaluation.evaluator INFO: Inference done 1071/1276. Dataloading: 0.0034 s/iter. Inference: 0.3474 s/iter. Eval: 0.0065 s/iter. Total: 0.3575 s/iter. ETA=0:01:13
[02/19 22:17:53] d2.evaluation.evaluator INFO: Inference done 1086/1276. Dataloading: 0.0034 s/iter. Inference: 0.3473 s/iter. Eval: 0.0065 s/iter. Total: 0.3573 s/iter. ETA=0:01:07
[02/19 22:17:58] d2.evaluation.evaluator INFO: Inference done 1100/1276. Dataloading: 0.0034 s/iter. Inference: 0.3473 s/iter. Eval: 0.0065 s/iter. Total: 0.3573 s/iter. ETA=0:01:02
[02/19 22:18:03] d2.evaluation.evaluator INFO: Inference done 1115/1276. Dataloading: 0.0035 s/iter. Inference: 0.3472 s/iter. Eval: 0.0065 s/iter. Total: 0.3573 s/iter. ETA=0:00:57
[02/19 22:18:08] d2.evaluation.evaluator INFO: Inference done 1129/1276. Dataloading: 0.0035 s/iter. Inference: 0.3472 s/iter. Eval: 0.0065 s/iter. Total: 0.3573 s/iter. ETA=0:00:52
[02/19 22:18:14] d2.evaluation.evaluator INFO: Inference done 1144/1276. Dataloading: 0.0035 s/iter. Inference: 0.3472 s/iter. Eval: 0.0065 s/iter. Total: 0.3573 s/iter. ETA=0:00:47
[02/19 22:18:19] d2.evaluation.evaluator INFO: Inference done 1159/1276. Dataloading: 0.0035 s/iter. Inference: 0.3472 s/iter. Eval: 0.0065 s/iter. Total: 0.3573 s/iter. ETA=0:00:41
[02/19 22:18:24] d2.evaluation.evaluator INFO: Inference done 1174/1276. Dataloading: 0.0035 s/iter. Inference: 0.3472 s/iter. Eval: 0.0065 s/iter. Total: 0.3572 s/iter. ETA=0:00:36
[02/19 22:18:29] d2.evaluation.evaluator INFO: Inference done 1188/1276. Dataloading: 0.0035 s/iter. Inference: 0.3471 s/iter. Eval: 0.0066 s/iter. Total: 0.3573 s/iter. ETA=0:00:31
[02/19 22:18:34] d2.evaluation.evaluator INFO: Inference done 1202/1276. Dataloading: 0.0035 s/iter. Inference: 0.3472 s/iter. Eval: 0.0066 s/iter. Total: 0.3573 s/iter. ETA=0:00:26
[02/19 22:18:39] d2.evaluation.evaluator INFO: Inference done 1216/1276. Dataloading: 0.0035 s/iter. Inference: 0.3472 s/iter. Eval: 0.0066 s/iter. Total: 0.3574 s/iter. ETA=0:00:21
[02/19 22:18:44] d2.evaluation.evaluator INFO: Inference done 1230/1276. Dataloading: 0.0035 s/iter. Inference: 0.3473 s/iter. Eval: 0.0066 s/iter. Total: 0.3574 s/iter. ETA=0:00:16
[02/19 22:18:49] d2.evaluation.evaluator INFO: Inference done 1244/1276. Dataloading: 0.0035 s/iter. Inference: 0.3473 s/iter. Eval: 0.0066 s/iter. Total: 0.3574 s/iter. ETA=0:00:11
[02/19 22:18:55] d2.evaluation.evaluator INFO: Inference done 1258/1276. Dataloading: 0.0035 s/iter. Inference: 0.3473 s/iter. Eval: 0.0066 s/iter. Total: 0.3574 s/iter. ETA=0:00:06
[02/19 22:19:00] d2.evaluation.evaluator INFO: Inference done 1273/1276. Dataloading: 0.0035 s/iter. Inference: 0.3473 s/iter. Eval: 0.0066 s/iter. Total: 0.3574 s/iter. ETA=0:00:01
[02/19 22:19:01] d2.evaluation.evaluator INFO: Total inference time: 0:07:34.781732 (0.357814 s / iter per device, on 4 devices)
[02/19 22:19:01] d2.evaluation.evaluator INFO: Total inference pure compute time: 0:07:21 (0.347254 s / iter per device, on 4 devices)
[02/19 22:19:03] d2.evaluation.sem_seg_evaluation INFO: OrderedDict([('sem_seg', {'mIoU': 18.451012493827907, 'fwIoU': 60.38774179823185, 'IoU-accordion': nan, 'IoU-aeroplane,aeroplanes,airplanes,airplane': 84.39577191941467, 'IoU-air conditioner': 0.0, 'IoU-antenna': 0.0, 'IoU-artillery': 0.0, 'IoU-ashtray': 26.849192435376178, 'IoU-atrium': nan, 'IoU-baby carriage': 24.41557610469395, 'IoU-bag,bags': 25.636331893204645, 'IoU-ball': 32.5476168638601, 'IoU-balloon': 23.13444911923806, 'IoU-bamboo weaving': 24.801590762414747, 'IoU-barrel': 1.6098592080927037, 'IoU-baseball bat': nan, 'IoU-basket': 26.2849382391374, 'IoU-basketball backboard': 15.409451130026417, 'IoU-bathtub': 29.93332676049395, 'IoU-bed,beds': 19.196715444515252, 'IoU-bedclothes': 9.12729933910871, 'IoU-beer': 0.6693448199793334, 'IoU-bell': 0.0, 'IoU-bench,benches': 19.24263982607109, 'IoU-bicycle,bicycles': 77.77053991600886, 'IoU-binoculars': nan, 'IoU-bird,birds': 87.44989802147465, 'IoU-bird cage': 31.041098375180514, 'IoU-bird feeder': 3.148591543379456, 'IoU-bird nest': 34.677697435113, 'IoU-blackboard': 0.0, 'IoU-board': 3.9516098934202035, 'IoU-boat,boats': 68.77863592673694, 'IoU-bone': 0.0, 'IoU-book,books': 48.50565809007802, 'IoU-bottle,bottles,water bottle': 77.17254060445066, 'IoU-bottle opener': 0.0, 'IoU-bowl': 22.926654420000897, 'IoU-box': 8.66742122141356, 'IoU-bracelet': nan, 'IoU-brick': 1.109942804569063, 'IoU-bridge': 15.218913832004343, 'IoU-broom': 31.765676567656765, 'IoU-brush': 0.0, 'IoU-bucket': 15.015525125355932, 'IoU-building,buildings': 30.2121313845, 'IoU-bus,buses': 89.7209842042288, 'IoU-cabinet,cabinets,drawer,drawers': 37.803268778361215, 'IoU-cabinet door': nan, 'IoU-cage': 19.52018122891096, 'IoU-cake': 21.221362871154266, 'IoU-calculator': 48.792884371029224, 'IoU-calendar': 8.09094305385067, 'IoU-camel': nan, 'IoU-camera': 0.19483201350356444, 'IoU-camera lens': nan, 'IoU-can': 14.52482929740727, 'IoU-candle': 1.9229583975346687, 'IoU-candle holder': 5.45690691272826, 'IoU-cap': 0.0, 'IoU-car,cars': 80.1336464223436, 'IoU-card': 0.0, 'IoU-cart': 53.62280211512833, 'IoU-computer case': 5.036023485774355, 'IoU-casette recorder': 0.0, 'IoU-cash register': 0.0, 'IoU-cat,cats,kitties,kitty': 90.7728506624931, 'IoU-cd': 0.0, 'IoU-cd player': 0.0, 'IoU-ceiling': 50.304007226905846, 'IoU-cell phone': 18.677343947434927, 'IoU-cello': 34.09939347529086, 'IoU-chain': 4.073874023599801, 'IoU-chair,chairs': 54.07394908245821, 'IoU-chessboard': nan, 'IoU-chicken': nan, 'IoU-chopstick': 12.541189775186695, 'IoU-clip': 0.0, 'IoU-clippers': 1.8186921133875946, 'IoU-clock': 19.565313036209247, 'IoU-closet': nan, 'IoU-cloth,clothes': 7.013373563235903, 'IoU-clothes tree': nan, 'IoU-coffee': 0.0, 'IoU-coffee machine': nan, 'IoU-comb': 54.30219146482123, 'IoU-computer': 4.403386285132364, 'IoU-concrete': 0.0, 'IoU-cone': 14.945694269927879, 'IoU-container': 0.0, 'IoU-control booth': nan, 'IoU-controller': 0.0, 'IoU-cooker': nan, 'IoU-copying machine': nan, 'IoU-coral': nan, 'IoU-cork': nan, 'IoU-corkscrew': nan, 'IoU-counter': 10.379481372321782, 'IoU-court': nan, 'IoU-cow,cows': 89.54094848007614, 'IoU-crabstick': nan, 'IoU-crane': 0.0, 'IoU-crate': 0.0, 'IoU-cross': 0.0, 'IoU-crutch': 0.0, 'IoU-cup,cups': 39.23959955862089, 'IoU-curtain,curtains': 46.98032628523151, 'IoU-cushion': 7.122359069411697, 'IoU-cutting board': 0.0, 'IoU-dais': 0.0, 'IoU-disc': 0.0, 'IoU-disc case': 0.0, 'IoU-dishwasher': nan, 'IoU-dock': nan, 'IoU-dog,dogs,puppy,puppies': 89.0553928655833, 'IoU-dolphin': nan, 'IoU-door,doors': 27.122776660266666, 'IoU-drainer': nan, 'IoU-dray': nan, 'IoU-drink dispenser': nan, 'IoU-drinking machine': 0.0, 'IoU-drop': nan, 'IoU-drug': 0.0, 'IoU-drum': 9.286485945068074, 'IoU-drum kit': 0.4258581040797207, 'IoU-duck': 12.061645944704416, 'IoU-dumbbell': nan, 'IoU-earphone': 0.0, 'IoU-earrings': nan, 'IoU-egg': 13.379897909135497, 'IoU-electric fan': 1.7680113298917264, 'IoU-electric iron': 0.0, 'IoU-electric pot': 0.0, 'IoU-electric saw': nan, 'IoU-electronic keyboard': nan, 'IoU-engine': 10.784927951311197, 'IoU-envelope': nan, 'IoU-equipment': 0.0, 'IoU-escalator': nan, 'IoU-exhibition booth': 0.0, 'IoU-extinguisher': 11.633714880332986, 'IoU-eyeglass': 0.0, 'IoU-fan': 17.60330578512397, 'IoU-faucet': 0.04174135094654651, 'IoU-fax machine': nan, 'IoU-fence,fences': 38.5163313018689, 'IoU-ferris wheel': 75.755960457453, 'IoU-fire extinguisher': nan, 'IoU-fire hydrant': nan, 'IoU-fire place': 33.08135181197823, 'IoU-fish': 10.436604417774559, 'IoU-fish tank': 73.82935954307581, 'IoU-fishbowl': 0.0, 'IoU-fishing net': 8.842955842214918, 'IoU-fishing pole': 0.0, 'IoU-flag': 42.054429215864445, 'IoU-flagstaff': 0.0, 'IoU-flame': nan, 'IoU-flashlight': 0.0, 'IoU-floor,tile ground,carpet,rug,flooring': 57.815189476955766, 'IoU-flower,flowers': 32.45052388916287, 'IoU-fly': 0.0, 'IoU-foam': nan, 'IoU-food': 40.933100892450256, 'IoU-footbridge': nan, 'IoU-forceps': nan, 'IoU-fork': 42.11202786185165, 'IoU-forklift': nan, 'IoU-fountain': 2.8011742124872985, 'IoU-fox': nan, 'IoU-frame': 0.00021759281421490339, 'IoU-fridge': 38.822383235455874, 'IoU-frog': nan, 'IoU-fruit': 0.6558803991784316, 'IoU-funnel': nan, 'IoU-furnace': 0.0, 'IoU-game controller': 0.0, 'IoU-game machine': 25.32657223171471, 'IoU-gas cylinder': nan, 'IoU-gas hood': nan, 'IoU-gas stove': nan, 'IoU-gift box': 13.083553810702398, 'IoU-glass': 0.0, 'IoU-glass marble': 10.496953528279732, 'IoU-globe': nan, 'IoU-glove': 1.7575417229700085, 'IoU-goal': 76.99936917361744, 'IoU-grandstand': 12.949889234547966, 'IoU-grass,grasses,lawn,turf': 74.64761579325014, 'IoU-gravestone': nan, 'IoU-ground,soil,soil ground,dirt ground': 28.679404384930486, 'IoU-guardrail': 5.8255927404002765, 'IoU-guitar': 23.37631339001418, 'IoU-gun': 0.0, 'IoU-hammer': 0.0, 'IoU-hand cart': 0.0, 'IoU-handle': 0.0, 'IoU-handrail': 2.8849401532583228, 'IoU-hanger': 0.0, 'IoU-hard disk drive': nan, 'IoU-hat': 0.007176123601552914, 'IoU-hay': 1.0877306844569565, 'IoU-headphone': 0.0, 'IoU-heater': 0.0, 'IoU-helicopter': 79.38184392044745, 'IoU-helmet': 37.62794048694578, 'IoU-holder': 0.0, 'IoU-hook': nan, 'IoU-horse,horses,foal': 89.29591356966883, 'IoU-horse-drawn carriage': 8.496446959703842, 'IoU-hot-air balloon': nan, 'IoU-hydrovalve': nan, 'IoU-ice': 5.318268251443709, 'IoU-inflator pump': nan, 'IoU-ipod': 6.556047197640118, 'IoU-iron': 0.0, 'IoU-ironing board': nan, 'IoU-jar': 21.430701864347434, 'IoU-kart': nan, 'IoU-kettle': 0.0, 'IoU-key': 4.611917876815222, 'IoU-keyboard,keyboards': 62.54552804164953, 'IoU-kitchen range': 3.534096981031258, 'IoU-kite': nan, 'IoU-knife': 50.99602844450026, 'IoU-knife block': 0.42180402336145356, 'IoU-ladder': 34.283758505706615, 'IoU-ladder truck': 34.47505584512286, 'IoU-ladle': nan, 'IoU-laptop': 69.89443626319252, 'IoU-leaves': nan, 'IoU-lid': 0.0, 'IoU-life buoy': 0.0, 'IoU-lamp,lamps': 40.55342434686206, 'IoU-light bulb': 0.0, 'IoU-lighter': nan, 'IoU-line': 0.0, 'IoU-lion': nan, 'IoU-lobster': nan, 'IoU-lock': 0.0, 'IoU-machine': nan, 'IoU-mailbox': 5.9226148903478135, 'IoU-mannequin': nan, 'IoU-map': 12.398153722657034, 'IoU-mask': nan, 'IoU-mat': 0.9689155374125309, 'IoU-match book': 2.9930020406832094, 'IoU-mattress': 0.0, 'IoU-menu': 11.88360078635761, 'IoU-metal': 0.0, 'IoU-meter box': nan, 'IoU-microphone': 4.3252454759393, 'IoU-microwave': 31.4185147694856, 'IoU-mirror': 21.30031981450413, 'IoU-missile': nan, 'IoU-model': 0.0054291763939410395, 'IoU-money': 54.09210708836177, 'IoU-monkey': 23.925754060324824, 'IoU-mop': 0.0, 'IoU-motorbike,motorcycle,motorbikes,motorcycles': 87.08648244549993, 'IoU-mountain,mountains': 58.962209100086184, 'IoU-mouse': 62.98381162619573, 'IoU-mouse pad': 16.967519385629092, 'IoU-musical instrument': 0.0, 'IoU-napkin': 11.445561807950625, 'IoU-net': 0.0, 'IoU-newspaper': 11.594092084974067, 'IoU-oar': 2.368451801363194, 'IoU-ornament': 0.0, 'IoU-outlet': 0.0, 'IoU-oven': 50.711415960169134, 'IoU-oxygen bottle': 0.0, 'IoU-pack': 2.968527794876149, 'IoU-pan': 7.8107460586057265, 'IoU-paper': 27.755152123968003, 'IoU-paper box': 0.27208183580571466, 'IoU-paper cutter': 0.0, 'IoU-parachute': 73.98242601757399, 'IoU-parasol': 46.306934390950964, 'IoU-parterre': 0.0, 'IoU-patio': 0.0, 'IoU-pelage': nan, 'IoU-pen': 0.8410269381560642, 'IoU-pen container': 6.63325157299776, 'IoU-pencil': 0.0, 'IoU-person,child,girl,boy,woman,man,people,childeren,girls,boys,women,men,lady,guy,ladies,guys': 88.5009712373998, 'IoU-photo': nan, 'IoU-piano': 0.0, 'IoU-picture': 2.1196430520085303, 'IoU-pig': nan, 'IoU-pillar': 0.0, 'IoU-pillow': 3.4941282002050844, 'IoU-pipe': 0.0, 'IoU-pitcher': 0.0, 'IoU-plant': 2.215370275173571, 'IoU-plastic': 42.65634488444772, 'IoU-plate,plates': 2.698873753083771, 'IoU-platform,platforms': 44.76684979427492, 'IoU-player': 0.0, 'IoU-playground': 10.680026339675026, 'IoU-pliers': 0.0, 'IoU-plume': 0.8698127530364372, 'IoU-poker': 0.0, 'IoU-poker chip': 0.0, 'IoU-pole': 5.727719260975701, 'IoU-pool table': nan, 'IoU-postcard': 0.0, 'IoU-poster': 7.647338832617303, 'IoU-pot': 3.460674902029014, 'IoU-pottedplant,pottedplants,plant pot,plant pots,planter,planters': 63.57727955823454, 'IoU-printer': 1.4954815214459132, 'IoU-projector': nan, 'IoU-pumpkin': 41.28201459436257, 'IoU-rabbit': nan, 'IoU-racket': 78.14949863263446, 'IoU-radiator': 2.427796454767726, 'IoU-radio': 0.0, 'IoU-rail': 0.19318625536899647, 'IoU-rake': nan, 'IoU-ramp': 2.522783899008914, 'IoU-range hood': 14.168311501884084, 'IoU-receiver': 0.0, 'IoU-recorder': nan, 'IoU-recreational machines': nan, 'IoU-remote control': 70.99135613548947, 'IoU-road,street,streets': 52.90031231080607, 'IoU-robot': nan, 'IoU-rock,rocks,stone,stones': 50.57481517824288, 'IoU-rocket': nan, 'IoU-rocking horse': 0.0, 'IoU-rope': 6.972712716744284, 'IoU-rug': 0.0, 'IoU-ruler': nan, 'IoU-runway': 0.2511583081446888, 'IoU-saddle': 1.859693898285798, 'IoU-sand': 26.171533030908307, 'IoU-saw': 0.0, 'IoU-scale': 0.0, 'IoU-scanner': 0.0, 'IoU-scissors': 22.33626588465298, 'IoU-scoop': 0.0, 'IoU-screen': nan, 'IoU-screwdriver': nan, 'IoU-sculpture': 12.370182418990458, 'IoU-scythe': nan, 'IoU-sewer': 0.0, 'IoU-sewing machine': 2.8275587415372363, 'IoU-shed': 0.0, 'IoU-sheep': 88.56894866812313, 'IoU-shell': 0.0, 'IoU-shelves,shelf': 27.503570794780096, 'IoU-shoe': 38.612181206417326, 'IoU-shopping cart': nan, 'IoU-shovel': nan, 'IoU-sidecar': 0.0, 'IoU-sidewalk': 12.910068793217796, 'IoU-sign,signs': 27.732140910837927, 'IoU-signal light': 8.160333565239691, 'IoU-sink': 36.00489321773656, 'IoU-skateboard': nan, 'IoU-ski': 31.351335962077755, 'IoU-sky,clouds': 90.20582637764689, 'IoU-sled': 9.393179620798715, 'IoU-slippers': nan, 'IoU-smoke': 4.035916164600247, 'IoU-snail': nan, 'IoU-snake': nan, 'IoU-snow': 73.22919339700785, 'IoU-snowmobiles': 89.8083751503947, 'IoU-sofa': 56.323763764287015, 'IoU-spanner': nan, 'IoU-spatula': 0.11330527678860473, 'IoU-speaker': 21.417355984337043, 'IoU-speed bump': nan, 'IoU-spice container': 0.0, 'IoU-spoon': 34.05631906902017, 'IoU-sprayer': nan, 'IoU-squirrel': 0.0, 'IoU-stage': 0.0, 'IoU-stair': 23.20490582877637, 'IoU-stapler': 0.0, 'IoU-stick': 0.0, 'IoU-sticky note': 0.0, 'IoU-stone': nan, 'IoU-stool': 3.5675447839831405, 'IoU-stove': 0.0, 'IoU-straw': 0.12352837371114528, 'IoU-stretcher': nan, 'IoU-sun': 0.0, 'IoU-sunglass': 0.0, 'IoU-sunshade': 4.353495030085805, 'IoU-surveillance camera': 0.0, 'IoU-swan': nan, 'IoU-sweeper': nan, 'IoU-swim ring': 2.7698690311559426, 'IoU-swimming pool': nan, 'IoU-swing': 0.0, 'IoU-switch': 0.0, 'IoU-table,diningtable,diningtables,tables,desk,desks,side table,side tables,coffee table': 50.239477189083544, 'IoU-tableware': 0.0, 'IoU-tank': 71.46580803434529, 'IoU-tap': 23.794927861619257, 'IoU-tape': 0.0, 'IoU-tarp': 24.749868893253403, 'IoU-telephone': 2.155082203567193, 'IoU-telephone booth': nan, 'IoU-tent': 30.19792419224469, 'IoU-tire': 0.398750333844711, 'IoU-toaster': 38.11976819059884, 'IoU-toilet': nan, 'IoU-tong': nan, 'IoU-tool': 0.0, 'IoU-toothbrush': nan, 'IoU-towel': 8.8945428231576, 'IoU-toy': 11.446086331418043, 'IoU-toy car': 0.0, 'IoU-track,train track,railroad': 49.71596266641096, 'IoU-train,trains,locomotive,locomotives,freight train': 88.04228457732009, 'IoU-trampoline': nan, 'IoU-trash bin': 14.09471071025226, 'IoU-tray': 0.0, 'IoU-tree,trees': 72.84669550940174, 'IoU-tricycle': nan, 'IoU-tripod': 30.577863655576355, 'IoU-trophy': 3.4327009936766033, 'IoU-truck,trucks': 20.372098034129884, 'IoU-tube': 1.0479867622724766, 'IoU-turtle': nan, 'IoU-tvmonitor,monitor,tv': 76.55816316473332, 'IoU-tweezers': nan, 'IoU-typewriter': nan, 'IoU-umbrella': 33.9378957192947, 'IoU-unknown': 0.09397500869859143, 'IoU-vacuum cleaner': 1.6908067391870503, 'IoU-vending machine': nan, 'IoU-video camera': 0.0, 'IoU-video game console': 0.0, 'IoU-video player': 0.0, 'IoU-video tape': 0.0, 'IoU-violin': 8.742996922591335, 'IoU-wakeboard': nan, 'IoU-wall,walls': 51.740170187822166, 'IoU-wallet': 3.707308171892582, 'IoU-wardrobe': nan, 'IoU-washing machine': 53.60908747623348, 'IoU-watch': 0.0, 'IoU-water': 82.57647119526894, 'IoU-water dispenser': 6.2070938215102975, 'IoU-water pipe': 0.0, 'IoU-water skate board': nan, 'IoU-watermelon': nan, 'IoU-whale': nan, 'IoU-wharf': nan, 'IoU-wheel': 0.0, 'IoU-wheelchair': 43.48292939474953, 'IoU-window,windows': 26.693265675335514, 'IoU-window blinds': nan, 'IoU-wineglass': 44.50633890673896, 'IoU-wire': 0.06344687063660634, 'IoU-wood piece': 18.738378251147463, 'IoU-wool': 0.0, 'mACC': 32.527414707930724, 'pACC': 71.63319108294655, 'Recall': nan, 'ACC-accordion': nan, 'ACC-aeroplane,aeroplanes,airplanes,airplane': 91.37087996690104, 'ACC-air conditioner': 0.0, 'ACC-antenna': 0.0, 'ACC-artillery': 0.0, 'ACC-ashtray': 35.00632234218462, 'ACC-atrium': nan, 'ACC-baby carriage': 30.26586651541534, 'ACC-bag,bags': 59.861029561640756, 'ACC-ball': 81.21757705218188, 'ACC-balloon': 27.491621339486844, 'ACC-bamboo weaving': 59.31255996329203, 'ACC-barrel': 57.018716577540104, 'ACC-baseball bat': nan, 'ACC-basket': 32.25385988443037, 'ACC-basketball backboard': 16.787465359198464, 'ACC-bathtub': 41.10876979190468, 'ACC-bed,beds': 76.92207734656418, 'ACC-bedclothes': 10.045023475672014, 'ACC-beer': 25.475033141847103, 'ACC-bell': 0.0, 'ACC-bench,benches': 66.05360553625374, 'ACC-bicycle,bicycles': 93.783854382947, 'ACC-binoculars': nan, 'ACC-bird,birds': 95.16187240996206, 'ACC-bird cage': 34.58168011907029, 'ACC-bird feeder': 6.288930354937443, 'ACC-bird nest': 82.73948706528597, 'ACC-blackboard': 0.0, 'ACC-board': 4.013837982098139, 'ACC-boat,boats': 87.82842144314546, 'ACC-bone': 0.0, 'ACC-book,books': 72.15511921303867, 'ACC-bottle,bottles,water bottle': 85.98182500316922, 'ACC-bottle opener': 0.0, 'ACC-bowl': 67.9199818256539, 'ACC-box': 9.06559320758457, 'ACC-bracelet': nan, 'ACC-brick': 78.13395685623775, 'ACC-bridge': 54.44201129891953, 'ACC-broom': 34.77082862948747, 'ACC-brush': 0.0, 'ACC-bucket': 15.645460160592958, 'ACC-building,buildings': 31.27860304180709, 'ACC-bus,buses': 93.02978052745951, 'ACC-cabinet,cabinets,drawer,drawers': 49.15750173732736, 'ACC-cabinet door': nan, 'ACC-cage': 41.71745584364656, 'ACC-cake': 97.36930482480689, 'ACC-calculator': 93.96411092985318, 'ACC-calendar': 58.6937163653258, 'ACC-camel': nan, 'ACC-camera': 0.19578299665274232, 'ACC-camera lens': nan, 'ACC-can': 17.667283062803918, 'ACC-candle': 3.862581244196843, 'ACC-candle holder': 9.038078726000128, 'ACC-cap': 0.0, 'ACC-car,cars': 83.85207724628671, 'ACC-card': 0.0, 'ACC-cart': 63.68166316090428, 'ACC-computer case': 12.162566609445898, 'ACC-casette recorder': 0.0, 'ACC-cash register': 0.0, 'ACC-cat,cats,kitties,kitty': 98.02981989690429, 'ACC-cd': 0.0, 'ACC-cd player': 0.0, 'ACC-ceiling': 88.23744645139742, 'ACC-cell phone': 63.113791631084545, 'ACC-cello': 34.266376347753095, 'ACC-chain': 31.87063221192914, 'ACC-chair,chairs': 78.16889370975096, 'ACC-chessboard': nan, 'ACC-chicken': nan, 'ACC-chopstick': 53.91902087350155, 'ACC-clip': 0.0, 'ACC-clippers': 1.8353301045118533, 'ACC-clock': 56.41539593535128, 'ACC-closet': nan, 'ACC-cloth,clothes': 7.437948365745191, 'ACC-clothes tree': nan, 'ACC-coffee': 0.0, 'ACC-coffee machine': nan, 'ACC-comb': 55.861414333175134, 'ACC-computer': 4.615279210148638, 'ACC-concrete': 0.0, 'ACC-cone': 25.403744880046812, 'ACC-container': 0.0, 'ACC-control booth': nan, 'ACC-controller': 0.0, 'ACC-cooker': nan, 'ACC-copying machine': nan, 'ACC-coral': nan, 'ACC-cork': nan, 'ACC-corkscrew': nan, 'ACC-counter': 39.575343716574054, 'ACC-court': nan, 'ACC-cow,cows': 97.60012122655948, 'ACC-crabstick': nan, 'ACC-crane': 0.0, 'ACC-crate': 0.0, 'ACC-cross': 0.0, 'ACC-crutch': 0.0, 'ACC-cup,cups': 74.39432761147359, 'ACC-curtain,curtains': 78.19364299179847, 'ACC-cushion': 29.250795106375165, 'ACC-cutting board': 0.0, 'ACC-dais': 0.0, 'ACC-disc': 0.0, 'ACC-disc case': 0.0, 'ACC-dishwasher': nan, 'ACC-dock': nan, 'ACC-dog,dogs,puppy,puppies': 96.07843601465625, 'ACC-dolphin': nan, 'ACC-door,doors': 56.51815423768579, 'ACC-drainer': nan, 'ACC-dray': nan, 'ACC-drink dispenser': nan, 'ACC-drinking machine': 0.0, 'ACC-drop': nan, 'ACC-drug': 0.0, 'ACC-drum': 24.492414521850705, 'ACC-drum kit': 1.9630938358853551, 'ACC-duck': 35.08612208337617, 'ACC-dumbbell': nan, 'ACC-earphone': 0.0, 'ACC-earrings': nan, 'ACC-egg': 38.96883762763875, 'ACC-electric fan': 12.671905697445974, 'ACC-electric iron': 0.0, 'ACC-electric pot': 0.0, 'ACC-electric saw': nan, 'ACC-electronic keyboard': nan, 'ACC-engine': 13.436663693131132, 'ACC-envelope': nan, 'ACC-equipment': 0.0, 'ACC-escalator': nan, 'ACC-exhibition booth': 0.0, 'ACC-extinguisher': 11.633714880332986, 'ACC-eyeglass': 0.0, 'ACC-fan': 18.74225072326583, 'ACC-faucet': 0.17960908610670895, 'ACC-fax machine': nan, 'ACC-fence,fences': 66.06199204116362, 'ACC-ferris wheel': 82.60938490805326, 'ACC-fire extinguisher': nan, 'ACC-fire hydrant': nan, 'ACC-fire place': 46.54137007199552, 'ACC-fish': 10.488692487652717, 'ACC-fish tank': 98.76892135875734, 'ACC-fishbowl': 0.0, 'ACC-fishing net': 96.10461114934617, 'ACC-fishing pole': 0.0, 'ACC-flag': 66.28107602736816, 'ACC-flagstaff': 0.0, 'ACC-flame': nan, 'ACC-flashlight': 0.0, 'ACC-floor,tile ground,carpet,rug,flooring': 85.64506504897903, 'ACC-flower,flowers': 69.87552446801081, 'ACC-fly': 0.0, 'ACC-foam': nan, 'ACC-food': 52.27178066446755, 'ACC-footbridge': nan, 'ACC-forceps': nan, 'ACC-fork': 57.35609682641268, 'ACC-forklift': nan, 'ACC-fountain': 93.90613171839516, 'ACC-fox': nan, 'ACC-frame': 0.0008858023597774864, 'ACC-fridge': 79.63990770944388, 'ACC-frog': nan, 'ACC-fruit': 44.05128205128205, 'ACC-funnel': nan, 'ACC-furnace': 0.0, 'ACC-game controller': 0.0, 'ACC-game machine': 31.154654552851042, 'ACC-gas cylinder': nan, 'ACC-gas hood': nan, 'ACC-gas stove': nan, 'ACC-gift box': 35.21362472927741, 'ACC-glass': 0.0, 'ACC-glass marble': 98.91973287940291, 'ACC-globe': nan, 'ACC-glove': 4.800594382130189, 'ACC-goal': 78.26381220389699, 'ACC-grandstand': 14.856271065065268, 'ACC-grass,grasses,lawn,turf': 83.5738272774381, 'ACC-gravestone': nan, 'ACC-ground,soil,soil ground,dirt ground': 31.631849081796982, 'ACC-guardrail': 29.37354799266354, 'ACC-guitar': 30.561736042414957, 'ACC-gun': 0.0, 'ACC-hammer': 0.0, 'ACC-hand cart': 0.0, 'ACC-handle': 0.0, 'ACC-handrail': 74.71723902272339, 'ACC-hanger': 0.0, 'ACC-hard disk drive': nan, 'ACC-hat': 0.007890542395884293, 'ACC-hay': 85.78170699282106, 'ACC-headphone': 0.0, 'ACC-heater': 0.0, 'ACC-helicopter': 82.79580788048986, 'ACC-helmet': 41.86851431225465, 'ACC-holder': 0.0, 'ACC-hook': nan, 'ACC-horse,horses,foal': 95.62799563818848, 'ACC-horse-drawn carriage': 8.516786717779471, 'ACC-hot-air balloon': nan, 'ACC-hydrovalve': nan, 'ACC-ice': 6.910084159609905, 'ACC-inflator pump': nan, 'ACC-ipod': 18.61390284757119, 'ACC-iron': 0.0, 'ACC-ironing board': nan, 'ACC-jar': 79.71893039185734, 'ACC-kart': nan, 'ACC-kettle': 0.0, 'ACC-key': 15.044103234237177, 'ACC-keyboard,keyboards': 82.60086004403307, 'ACC-kitchen range': 4.473116916053766, 'ACC-kite': nan, 'ACC-knife': 58.59668109668109, 'ACC-knife block': 2.7426160337552745, 'ACC-ladder': 82.08386070814267, 'ACC-ladder truck': 99.07275320970042, 'ACC-ladle': nan, 'ACC-laptop': 86.40311243147761, 'ACC-leaves': nan, 'ACC-lid': 0.0, 'ACC-life buoy': 0.0, 'ACC-lamp,lamps': 74.76554420840154, 'ACC-light bulb': 0.0, 'ACC-lighter': nan, 'ACC-line': 0.0, 'ACC-lion': nan, 'ACC-lobster': nan, 'ACC-lock': 0.0, 'ACC-machine': nan, 'ACC-mailbox': 91.77489177489177, 'ACC-mannequin': nan, 'ACC-map': 98.45418326693228, 'ACC-mask': nan, 'ACC-mat': 1.0110079551780486, 'ACC-match book': 74.6109175377468, 'ACC-mattress': 0.0, 'ACC-menu': 23.30103179654514, 'ACC-metal': 0.0, 'ACC-meter box': nan, 'ACC-microphone': 4.4831356716292365, 'ACC-microwave': 88.58259417211241, 'ACC-mirror': 65.75345753617545, 'ACC-missile': nan, 'ACC-model': 0.009291435155074053, 'ACC-money': 91.28043071161048, 'ACC-monkey': 40.972663699936426, 'ACC-mop': 0.0, 'ACC-motorbike,motorcycle,motorbikes,motorcycles': 95.09144163346545, 'ACC-mountain,mountains': 70.57743449461056, 'ACC-mouse': 85.24337109423628, 'ACC-mouse pad': 17.203612747037873, 'ACC-musical instrument': 0.0, 'ACC-napkin': 32.63211499925476, 'ACC-net': 0.0, 'ACC-newspaper': 62.20004102003145, 'ACC-oar': 63.27125169077099, 'ACC-ornament': 0.0, 'ACC-outlet': 0.0, 'ACC-oven': 92.651872848131, 'ACC-oxygen bottle': 0.0, 'ACC-pack': 3.178560166364109, 'ACC-pan': 9.540375721360455, 'ACC-paper': 53.10480279535022, 'ACC-paper box': 84.91048593350384, 'ACC-paper cutter': 0.0, 'ACC-parachute': 76.00124507159161, 'ACC-parasol': 65.89699244948748, 'ACC-parterre': 0.0, 'ACC-patio': 0.0, 'ACC-pelage': nan, 'ACC-pen': 1.1782423812898652, 'ACC-pen container': 8.132313525527882, 'ACC-pencil': 0.0, 'ACC-person,child,girl,boy,woman,man,people,childeren,girls,boys,women,men,lady,guy,ladies,guys': 96.55099281896256, 'ACC-photo': nan, 'ACC-piano': 0.0, 'ACC-picture': 2.120999477728109, 'ACC-pig': nan, 'ACC-pillar': 0.0, 'ACC-pillow': 8.230550724554973, 'ACC-pipe': 0.0, 'ACC-pitcher': 0.0, 'ACC-plant': 2.7769942369001366, 'ACC-plastic': 72.9477123631175, 'ACC-plate,plates': 2.7658255398293123, 'ACC-platform,platforms': 58.63782721991071, 'ACC-player': 0.0, 'ACC-playground': 56.09459712095719, 'ACC-pliers': 0.0, 'ACC-plume': 16.62133575098217, 'ACC-poker': 0.0, 'ACC-poker chip': 0.0, 'ACC-pole': 6.104773264990697, 'ACC-pool table': nan, 'ACC-postcard': 0.0, 'ACC-poster': 12.97210888247463, 'ACC-pot': 3.5065038637021866, 'ACC-pottedplant,pottedplants,plant pot,plant pots,planter,planters': 76.23456668270323, 'ACC-printer': 1.9833638924913914, 'ACC-projector': nan, 'ACC-pumpkin': 99.13413963716327, 'ACC-rabbit': nan, 'ACC-racket': 96.17455687682298, 'ACC-radiator': 9.328440366972478, 'ACC-radio': 0.0, 'ACC-rail': 1.777246928658668, 'ACC-rake': nan, 'ACC-ramp': 96.23215341725098, 'ACC-range hood': 16.818966068119366, 'ACC-receiver': 0.0, 'ACC-recorder': nan, 'ACC-recreational machines': nan, 'ACC-remote control': 88.08526797627113, 'ACC-road,street,streets': 68.79288649158919, 'ACC-robot': nan, 'ACC-rock,rocks,stone,stones': 81.39266364686029, 'ACC-rocket': nan, 'ACC-rocking horse': 0.0, 'ACC-rope': 7.3618993385085, 'ACC-rug': 0.0, 'ACC-ruler': nan, 'ACC-runway': 99.85093972780298, 'ACC-saddle': 2.173706511619069, 'ACC-sand': 83.92174406933952, 'ACC-saw': 0.0, 'ACC-scale': 0.0, 'ACC-scanner': 0.0, 'ACC-scissors': 65.02561183836085, 'ACC-scoop': 0.0, 'ACC-screen': nan, 'ACC-screwdriver': nan, 'ACC-sculpture': 12.744006096488658, 'ACC-scythe': nan, 'ACC-sewer': 0.0, 'ACC-sewing machine': 3.750660327522451, 'ACC-shed': 0.0, 'ACC-sheep': 94.02504789253155, 'ACC-shell': 0.0, 'ACC-shelves,shelf': 53.90361006376625, 'ACC-shoe': 41.714695129018324, 'ACC-shopping cart': nan, 'ACC-shovel': nan, 'ACC-sidecar': 0.0, 'ACC-sidewalk': 85.92807701046868, 'ACC-sign,signs': 33.42258744275569, 'ACC-signal light': 79.12647065595286, 'ACC-sink': 43.115063888269816, 'ACC-skateboard': nan, 'ACC-ski': 73.09900760065054, 'ACC-sky,clouds': 96.30553677901936, 'ACC-sled': 35.0709740577582, 'ACC-slippers': nan, 'ACC-smoke': 4.325596884288058, 'ACC-snail': nan, 'ACC-snake': nan, 'ACC-snow': 89.26020569547426, 'ACC-snowmobiles': 99.05168786613588, 'ACC-sofa': 61.47560560265961, 'ACC-spanner': nan, 'ACC-spatula': 0.2956081081081081, 'ACC-speaker': 26.15707888572051, 'ACC-speed bump': nan, 'ACC-spice container': 0.0, 'ACC-spoon': 51.50719117357326, 'ACC-sprayer': nan, 'ACC-squirrel': 0.0, 'ACC-stage': 0.0, 'ACC-stair': 50.81442521049839, 'ACC-stapler': 0.0, 'ACC-stick': 0.0, 'ACC-sticky note': 0.0, 'ACC-stone': nan, 'ACC-stool': 11.54738192037982, 'ACC-stove': 0.0, 'ACC-straw': 3.7121212121212124, 'ACC-stretcher': nan, 'ACC-sun': 0.0, 'ACC-sunglass': 0.0, 'ACC-sunshade': 64.45822722418467, 'ACC-surveillance camera': 0.0, 'ACC-swan': nan, 'ACC-sweeper': nan, 'ACC-swim ring': 8.117531364543911, 'ACC-swimming pool': nan, 'ACC-swing': 0.0, 'ACC-switch': 0.0, 'ACC-table,diningtable,diningtables,tables,desk,desks,side table,side tables,coffee table': 81.66855719974222, 'ACC-tableware': 0.0, 'ACC-tank': 94.31404289761231, 'ACC-tap': 63.98739992124951, 'ACC-tape': 0.0, 'ACC-tarp': 89.29105815722112, 'ACC-telephone': 2.549799152589006, 'ACC-telephone booth': nan, 'ACC-tent': 55.73507893723527, 'ACC-tire': 0.6945345969102946, 'ACC-toaster': 92.86274509803921, 'ACC-toilet': nan, 'ACC-tong': nan, 'ACC-tool': 0.0, 'ACC-toothbrush': nan, 'ACC-towel': 98.75758859240435, 'ACC-toy': 11.680161281703958, 'ACC-toy car': 0.0, 'ACC-track,train track,railroad': 80.95873080109918, 'ACC-train,trains,locomotive,locomotives,freight train': 94.56269389784744, 'ACC-trampoline': nan, 'ACC-trash bin': 18.956224714067726, 'ACC-tray': 0.0, 'ACC-tree,trees': 85.48431261441107, 'ACC-tricycle': nan, 'ACC-tripod': 55.28384279475983, 'ACC-trophy': 3.9915966386554618, 'ACC-truck,trucks': 77.05583530374604, 'ACC-tube': 1.7958412098298677, 'ACC-turtle': nan, 'ACC-tvmonitor,monitor,tv': 90.64214352150664, 'ACC-tweezers': nan, 'ACC-typewriter': nan, 'ACC-umbrella': 39.10250821053856, 'ACC-unknown': 0.09399504935711697, 'ACC-vacuum cleaner': 2.350254796580435, 'ACC-vending machine': nan, 'ACC-video camera': 0.0, 'ACC-video game console': 0.0, 'ACC-video player': 0.0, 'ACC-video tape': 0.0, 'ACC-violin': 15.685164212910532, 'ACC-wakeboard': nan, 'ACC-wall,walls': 78.40616962990691, 'ACC-wallet': 33.77666943751732, 'ACC-wardrobe': nan, 'ACC-washing machine': 57.02162342451532, 'ACC-watch': 0.0, 'ACC-water': 87.2157523259483, 'ACC-water dispenser': 14.9284534947716, 'ACC-water pipe': 0.0, 'ACC-water skate board': nan, 'ACC-watermelon': nan, 'ACC-whale': nan, 'ACC-wharf': nan, 'ACC-wheel': 0.0, 'ACC-wheelchair': 89.5644324080343, 'ACC-window,windows': 61.813212869728375, 'ACC-window blinds': nan, 'ACC-wineglass': 54.053785239955474, 'ACC-wire': 0.24114921864195824, 'ACC-wood piece': 25.20999957318559, 'ACC-wool': 0.0})])
[02/19 22:19:03] d2.engine.defaults INFO: Evaluation results for openvocab_pascal_ctx459_sem_seg_val in csv format:
[02/19 22:19:03] d2.evaluation.testing INFO: copypaste: Task: sem_seg
[02/19 22:19:03] d2.evaluation.testing INFO: copypaste: mIoU,fwIoU,mACC,pACC
[02/19 22:19:03] d2.evaluation.testing INFO: copypaste: 18.4510,60.3877,32.5274,71.6332