eval.txt

2019-12-19 09:41:21,581 - Model - INFO - PARAMETER ...
2019-12-19 09:41:21,581 - Model - INFO - Namespace(batch_size=16, gpu='0', log_dir='pointnet2_sem_seg', num_point=8192, num_votes=3, test_area=5, visual=True, with_rgb=True)
2019-12-19 09:41:59,526 - Model - INFO - The number of test data is: 68
2019-12-19 09:42:07,264 - Model - INFO - ---- EVALUATION WHOLE SCENE----
2019-12-19 09:48:02,379 - Model - INFO - Mean IoU of Area_5_hallway_15: 0.4676
2019-12-19 09:53:45,312 - Model - INFO - Mean IoU of Area_5_office_15: 0.3898
2019-12-19 09:56:49,757 - Model - INFO - Mean IoU of Area_5_office_3: 0.4820
2019-12-19 09:59:58,375 - Model - INFO - Mean IoU of Area_5_office_7: 0.4175
2019-12-19 10:04:13,332 - Model - INFO - Mean IoU of Area_5_conferenceRoom_1: 0.4384
2019-12-19 10:13:12,577 - Model - INFO - Mean IoU of Area_5_conferenceRoom_2: 0.3312
2019-12-19 10:20:00,892 - Model - INFO - Mean IoU of Area_5_conferenceRoom_3: 0.3522
2019-12-19 10:37:33,847 - Model - INFO - Mean IoU of Area_5_hallway_1: 0.2255
2019-12-19 10:43:25,601 - Model - INFO - Mean IoU of Area_5_hallway_10: 0.7851
2019-12-19 10:46:32,002 - Model - INFO - Mean IoU of Area_5_hallway_11: 0.7450
2019-12-19 10:49:41,237 - Model - INFO - Mean IoU of Area_5_hallway_12: 0.6261
2019-12-19 10:55:53,618 - Model - INFO - Mean IoU of Area_5_hallway_13: 0.5969
2019-12-19 10:58:19,214 - Model - INFO - Mean IoU of Area_5_hallway_14: 0.6577
2019-12-19 11:23:28,267 - Model - INFO - Mean IoU of Area_5_hallway_2: 0.7593
2019-12-19 11:28:44,150 - Model - INFO - Mean IoU of Area_5_hallway_3: 0.6920
2019-12-19 11:32:20,372 - Model - INFO - Mean IoU of Area_5_hallway_4: 0.4611
2019-12-19 11:47:31,828 - Model - INFO - Mean IoU of Area_5_hallway_5: 0.4915
2019-12-19 11:52:01,383 - Model - INFO - Mean IoU of Area_5_hallway_6: 0.6140
2019-12-19 11:57:23,484 - Model - INFO - Mean IoU of Area_5_hallway_7: 0.6420
2019-12-19 11:59:10,324 - Model - INFO - Mean IoU of Area_5_hallway_8: 0.6155
2019-12-19 12:04:47,536 - Model - INFO - Mean IoU of Area_5_hallway_9: 0.5060
2019-12-19 12:10:34,930 - Model - INFO - Mean IoU of Area_5_lobby_1: 0.5201
2019-12-19 12:13:54,852 - Model - INFO - Mean IoU of Area_5_office_1: 0.4152
2019-12-19 12:16:51,181 - Model - INFO - Mean IoU of Area_5_office_10: 0.4411
2019-12-19 12:20:19,287 - Model - INFO - Mean IoU of Area_5_office_11: 0.3719
2019-12-19 12:23:33,365 - Model - INFO - Mean IoU of Area_5_office_12: 0.4460
2019-12-19 12:27:56,422 - Model - INFO - Mean IoU of Area_5_office_13: 0.4060
2019-12-19 12:33:15,031 - Model - INFO - Mean IoU of Area_5_office_14: 0.4108
2019-12-19 12:36:12,199 - Model - INFO - Mean IoU of Area_5_office_16: 0.4726
2019-12-19 12:40:13,708 - Model - INFO - Mean IoU of Area_5_office_17: 0.5389
2019-12-19 12:45:19,621 - Model - INFO - Mean IoU of Area_5_office_18: 0.4592
2019-12-19 12:53:00,995 - Model - INFO - Mean IoU of Area_5_office_19: 0.5410
2019-12-19 12:56:36,083 - Model - INFO - Mean IoU of Area_5_office_2: 0.3783
2019-12-19 12:58:25,911 - Model - INFO - Mean IoU of Area_5_office_20: 0.5099
2019-12-19 13:07:32,034 - Model - INFO - Mean IoU of Area_5_office_21: 0.4376
2019-12-19 13:10:45,767 - Model - INFO - Mean IoU of Area_5_office_22: 0.4217
2019-12-19 13:14:14,271 - Model - INFO - Mean IoU of Area_5_office_23: 0.4298
2019-12-19 13:21:29,290 - Model - INFO - Mean IoU of Area_5_office_24: 0.3137
2019-12-19 13:24:00,557 - Model - INFO - Mean IoU of Area_5_office_25: 0.5164
2019-12-19 13:26:54,955 - Model - INFO - Mean IoU of Area_5_office_26: 0.4234
2019-12-19 13:29:57,682 - Model - INFO - Mean IoU of Area_5_office_27: 0.4139
2019-12-19 13:33:02,534 - Model - INFO - Mean IoU of Area_5_office_28: 0.4560
2019-12-19 13:40:24,582 - Model - INFO - Mean IoU of Area_5_office_29: 0.3739
2019-12-19 13:42:10,031 - Model - INFO - Mean IoU of Area_5_office_30: 0.5799
2019-12-19 13:45:37,383 - Model - INFO - Mean IoU of Area_5_office_31: 0.4413
2019-12-19 13:48:46,167 - Model - INFO - Mean IoU of Area_5_office_32: 0.4223
2019-12-19 13:51:59,278 - Model - INFO - Mean IoU of Area_5_office_33: 0.4498
2019-12-19 13:55:39,224 - Model - INFO - Mean IoU of Area_5_office_34: 0.4095
2019-12-19 13:59:13,304 - Model - INFO - Mean IoU of Area_5_office_35: 0.4390
2019-12-19 14:04:06,063 - Model - INFO - Mean IoU of Area_5_office_36: 0.5222
2019-12-19 14:16:03,963 - Model - INFO - Mean IoU of Area_5_office_37: 0.3278
2019-12-19 14:29:40,228 - Model - INFO - Mean IoU of Area_5_office_38: 0.2855
2019-12-19 14:34:27,132 - Model - INFO - Mean IoU of Area_5_office_39: 0.4534
2019-12-19 14:37:50,225 - Model - INFO - Mean IoU of Area_5_office_4: 0.3735
2019-12-19 14:49:16,052 - Model - INFO - Mean IoU of Area_5_office_40: 0.3471
2019-12-19 14:56:26,518 - Model - INFO - Mean IoU of Area_5_office_41: 0.4140
2019-12-19 14:59:47,046 - Model - INFO - Mean IoU of Area_5_office_42: 0.4070
2019-12-19 15:02:47,438 - Model - INFO - Mean IoU of Area_5_office_5: 0.5099
2019-12-19 15:05:53,811 - Model - INFO - Mean IoU of Area_5_office_6: 0.4270
2019-12-19 15:09:21,588 - Model - INFO - Mean IoU of Area_5_office_8: 0.3751
2019-12-19 15:12:16,862 - Model - INFO - Mean IoU of Area_5_office_9: 0.4674
2019-12-19 15:15:08,626 - Model - INFO - Mean IoU of Area_5_pantry_1: 0.7668
2019-12-19 15:17:59,219 - Model - INFO - Mean IoU of Area_5_storage_1: 0.2847
2019-12-19 15:21:14,427 - Model - INFO - Mean IoU of Area_5_storage_2: 0.3973
2019-12-19 15:21:44,305 - Model - INFO - Mean IoU of Area_5_storage_3: 0.5369
2019-12-19 15:24:13,746 - Model - INFO - Mean IoU of Area_5_storage_4: 0.5155
2019-12-19 15:27:32,863 - Model - INFO - Mean IoU of Area_5_WC_1: 0.6300
2019-12-19 15:30:45,797 - Model - INFO - Mean IoU of Area_5_WC_2: 0.6234
2019-12-19 15:30:49,074 - Model - INFO - ------- IoU --------
class ceiling       , IoU: 0.883 
class floor         , IoU: 0.946 
class wall          , IoU: 0.589 
class beam          , IoU: 0.000 
class column        , IoU: 0.001 
class window        , IoU: 0.005 
class door          , IoU: 0.239 
class table         , IoU: 0.481 
class chair         , IoU: 0.475 
class sofa          , IoU: 0.009 
class bookcase      , IoU: 0.253 
class board         , IoU: 0.103 
class clutter       , IoU: 0.296 

2019-12-19 15:30:49,074 - Model - INFO - eval point avg class IoU: 0.329263
2019-12-19 15:30:49,075 - Model - INFO - eval whole scene point avg class acc: 0.416969
2019-12-19 15:30:49,075 - Model - INFO - eval whole scene point accuracy: 0.720458