forked from bytedance/fc-clip
-
Notifications
You must be signed in to change notification settings - Fork 0
/
Copy pathade20k.log
309 lines (308 loc) · 85.1 KB
/
ade20k.log
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
193
194
195
196
197
198
199
200
201
202
203
204
205
206
207
208
209
210
211
212
213
214
215
216
217
218
219
220
221
222
223
224
225
226
227
228
229
230
231
232
233
234
235
236
237
238
239
240
241
242
243
244
245
246
247
248
249
250
251
252
253
254
255
256
257
258
259
260
261
262
263
264
265
266
267
268
269
270
271
272
273
274
275
276
277
278
279
280
281
282
283
284
285
286
287
288
289
290
291
292
293
294
295
296
297
298
299
300
301
302
303
304
305
306
307
308
309
# 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
[07/07 04:45:52] d2.evaluation.evaluator INFO: Inference done 929/2000. Dataloading: 0.0026 s/iter. Inference: 0.3677 s/iter. Eval: 0.1158 s/iter. Total: 0.4863 s/iter. ETA=0:08:40
[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