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pc-59.log
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# Testing with single V100
[07/07 07:41:47] d2.data.datasets.coco INFO: Loaded 5104 images with semantic segmentation from datasets/pascal_ctx_d2/images/validation
[07/07 07:41:47] d2.data.dataset_mapper INFO: [DatasetMapper] Augmentations used in inference: [ResizeShortestEdge(short_edge_length=(800, 800), max_size=1333, sample_style='choice')]
[07/07 07:41:47] d2.data.common INFO: Serializing the dataset using: <class 'detectron2.data.common._TorchSerializedList'>
[07/07 07:41:47] d2.data.common INFO: Serializing 5104 elements to byte tensors and concatenating them all ...
[07/07 07:41:47] d2.data.common INFO: Serialized dataset takes 0.86 MiB
[07/07 07:41:47] d2.data.datasets.coco INFO: Loaded 5104 images with semantic segmentation from datasets/pascal_ctx_d2/images/validation
[07/07 07:41:47] d2.evaluation.evaluator INFO: Start inference on 5104 batches
[07/07 07:41:53] d2.evaluation.evaluator INFO: Inference done 1/5104. Dataloading: 0.2283 s/iter. Inference: 5.3740 s/iter. Eval: 0.0210 s/iter. Total: 5.6265 s/iter. ETA=7:58:31
[07/07 07:41:58] d2.evaluation.evaluator INFO: Inference done 23/5104. Dataloading: 0.0021 s/iter. Inference: 0.2178 s/iter. Eval: 0.0112 s/iter. Total: 0.2311 s/iter. ETA=0:19:34
[07/07 07:42:03] d2.evaluation.evaluator INFO: Inference done 46/5104. Dataloading: 0.0022 s/iter. Inference: 0.2157 s/iter. Eval: 0.0113 s/iter. Total: 0.2292 s/iter. ETA=0:19:19
[07/07 07:42:08] d2.evaluation.evaluator INFO: Inference done 67/5104. Dataloading: 0.0022 s/iter. Inference: 0.2216 s/iter. Eval: 0.0111 s/iter. Total: 0.2349 s/iter. ETA=0:19:43
[07/07 07:42:14] d2.evaluation.evaluator INFO: Inference done 88/5104. Dataloading: 0.0022 s/iter. Inference: 0.2245 s/iter. Eval: 0.0111 s/iter. Total: 0.2378 s/iter. ETA=0:19:52
[07/07 07:42:19] d2.evaluation.evaluator INFO: Inference done 109/5104. Dataloading: 0.0022 s/iter. Inference: 0.2260 s/iter. Eval: 0.0111 s/iter. Total: 0.2394 s/iter. ETA=0:19:55
[07/07 07:42:24] d2.evaluation.evaluator INFO: Inference done 130/5104. Dataloading: 0.0022 s/iter. Inference: 0.2267 s/iter. Eval: 0.0111 s/iter. Total: 0.2400 s/iter. ETA=0:19:53
[07/07 07:42:29] d2.evaluation.evaluator INFO: Inference done 151/5104. Dataloading: 0.0022 s/iter. Inference: 0.2267 s/iter. Eval: 0.0112 s/iter. Total: 0.2401 s/iter. ETA=0:19:48
[07/07 07:42:34] d2.evaluation.evaluator INFO: Inference done 171/5104. Dataloading: 0.0022 s/iter. Inference: 0.2281 s/iter. Eval: 0.0110 s/iter. Total: 0.2414 s/iter. ETA=0:19:50
[07/07 07:42:39] d2.evaluation.evaluator INFO: Inference done 192/5104. Dataloading: 0.0022 s/iter. Inference: 0.2283 s/iter. Eval: 0.0110 s/iter. Total: 0.2416 s/iter. ETA=0:19:46
[07/07 07:42:44] d2.evaluation.evaluator INFO: Inference done 213/5104. Dataloading: 0.0022 s/iter. Inference: 0.2282 s/iter. Eval: 0.0110 s/iter. Total: 0.2415 s/iter. ETA=0:19:41
[07/07 07:42:49] d2.evaluation.evaluator INFO: Inference done 235/5104. Dataloading: 0.0022 s/iter. Inference: 0.2276 s/iter. Eval: 0.0110 s/iter. Total: 0.2409 s/iter. ETA=0:19:32
[07/07 07:42:54] d2.evaluation.evaluator INFO: Inference done 257/5104. Dataloading: 0.0022 s/iter. Inference: 0.2269 s/iter. Eval: 0.0111 s/iter. Total: 0.2402 s/iter. ETA=0:19:24
[07/07 07:43:00] d2.evaluation.evaluator INFO: Inference done 279/5104. Dataloading: 0.0022 s/iter. Inference: 0.2266 s/iter. Eval: 0.0111 s/iter. Total: 0.2399 s/iter. ETA=0:19:17
[07/07 07:43:05] d2.evaluation.evaluator INFO: Inference done 301/5104. Dataloading: 0.0022 s/iter. Inference: 0.2262 s/iter. Eval: 0.0112 s/iter. Total: 0.2397 s/iter. ETA=0:19:11
[07/07 07:43:10] d2.evaluation.evaluator INFO: Inference done 323/5104. Dataloading: 0.0022 s/iter. Inference: 0.2255 s/iter. Eval: 0.0112 s/iter. Total: 0.2390 s/iter. ETA=0:19:02
[07/07 07:43:15] d2.evaluation.evaluator INFO: Inference done 344/5104. Dataloading: 0.0022 s/iter. Inference: 0.2257 s/iter. Eval: 0.0112 s/iter. Total: 0.2392 s/iter. ETA=0:18:58
[07/07 07:43:20] d2.evaluation.evaluator INFO: Inference done 365/5104. Dataloading: 0.0022 s/iter. Inference: 0.2259 s/iter. Eval: 0.0112 s/iter. Total: 0.2394 s/iter. ETA=0:18:54
[07/07 07:43:25] d2.evaluation.evaluator INFO: Inference done 387/5104. Dataloading: 0.0022 s/iter. Inference: 0.2256 s/iter. Eval: 0.0112 s/iter. Total: 0.2391 s/iter. ETA=0:18:47
[07/07 07:43:30] d2.evaluation.evaluator INFO: Inference done 409/5104. Dataloading: 0.0022 s/iter. Inference: 0.2255 s/iter. Eval: 0.0112 s/iter. Total: 0.2390 s/iter. ETA=0:18:41
[07/07 07:43:36] d2.evaluation.evaluator INFO: Inference done 430/5104. Dataloading: 0.0022 s/iter. Inference: 0.2258 s/iter. Eval: 0.0112 s/iter. Total: 0.2393 s/iter. ETA=0:18:38
[07/07 07:43:41] d2.evaluation.evaluator INFO: Inference done 451/5104. Dataloading: 0.0022 s/iter. Inference: 0.2261 s/iter. Eval: 0.0112 s/iter. Total: 0.2396 s/iter. ETA=0:18:34
[07/07 07:43:46] d2.evaluation.evaluator INFO: Inference done 472/5104. Dataloading: 0.0022 s/iter. Inference: 0.2261 s/iter. Eval: 0.0113 s/iter. Total: 0.2397 s/iter. ETA=0:18:30
[07/07 07:43:51] d2.evaluation.evaluator INFO: Inference done 494/5104. Dataloading: 0.0022 s/iter. Inference: 0.2261 s/iter. Eval: 0.0112 s/iter. Total: 0.2396 s/iter. ETA=0:18:24
[07/07 07:43:56] d2.evaluation.evaluator INFO: Inference done 515/5104. Dataloading: 0.0022 s/iter. Inference: 0.2263 s/iter. Eval: 0.0112 s/iter. Total: 0.2398 s/iter. ETA=0:18:20
[07/07 07:44:01] d2.evaluation.evaluator INFO: Inference done 537/5104. Dataloading: 0.0022 s/iter. Inference: 0.2262 s/iter. Eval: 0.0112 s/iter. Total: 0.2396 s/iter. ETA=0:18:14
[07/07 07:44:07] d2.evaluation.evaluator INFO: Inference done 559/5104. Dataloading: 0.0022 s/iter. Inference: 0.2261 s/iter. Eval: 0.0112 s/iter. Total: 0.2395 s/iter. ETA=0:18:08
[07/07 07:44:12] d2.evaluation.evaluator INFO: Inference done 581/5104. Dataloading: 0.0022 s/iter. Inference: 0.2259 s/iter. Eval: 0.0112 s/iter. Total: 0.2394 s/iter. ETA=0:18:02
[07/07 07:44:17] d2.evaluation.evaluator INFO: Inference done 603/5104. Dataloading: 0.0022 s/iter. Inference: 0.2257 s/iter. Eval: 0.0112 s/iter. Total: 0.2391 s/iter. ETA=0:17:56
[07/07 07:44:22] d2.evaluation.evaluator INFO: Inference done 625/5104. Dataloading: 0.0022 s/iter. Inference: 0.2255 s/iter. Eval: 0.0112 s/iter. Total: 0.2390 s/iter. ETA=0:17:50
[07/07 07:44:27] d2.evaluation.evaluator INFO: Inference done 647/5104. Dataloading: 0.0022 s/iter. Inference: 0.2253 s/iter. Eval: 0.0112 s/iter. Total: 0.2388 s/iter. ETA=0:17:44
[07/07 07:44:32] d2.evaluation.evaluator INFO: Inference done 669/5104. Dataloading: 0.0022 s/iter. Inference: 0.2252 s/iter. Eval: 0.0112 s/iter. Total: 0.2386 s/iter. ETA=0:17:38
[07/07 07:44:37] d2.evaluation.evaluator INFO: Inference done 690/5104. Dataloading: 0.0022 s/iter. Inference: 0.2252 s/iter. Eval: 0.0112 s/iter. Total: 0.2387 s/iter. ETA=0:17:33
[07/07 07:44:43] d2.evaluation.evaluator INFO: Inference done 711/5104. Dataloading: 0.0022 s/iter. Inference: 0.2253 s/iter. Eval: 0.0112 s/iter. Total: 0.2388 s/iter. ETA=0:17:29
[07/07 07:44:48] d2.evaluation.evaluator INFO: Inference done 732/5104. Dataloading: 0.0022 s/iter. Inference: 0.2255 s/iter. Eval: 0.0112 s/iter. Total: 0.2390 s/iter. ETA=0:17:24
[07/07 07:44:53] d2.evaluation.evaluator INFO: Inference done 753/5104. Dataloading: 0.0022 s/iter. Inference: 0.2255 s/iter. Eval: 0.0112 s/iter. Total: 0.2390 s/iter. ETA=0:17:19
[07/07 07:44:58] d2.evaluation.evaluator INFO: Inference done 774/5104. Dataloading: 0.0022 s/iter. Inference: 0.2256 s/iter. Eval: 0.0113 s/iter. Total: 0.2391 s/iter. ETA=0:17:15
[07/07 07:45:03] d2.evaluation.evaluator INFO: Inference done 795/5104. Dataloading: 0.0022 s/iter. Inference: 0.2256 s/iter. Eval: 0.0112 s/iter. Total: 0.2391 s/iter. ETA=0:17:10
[07/07 07:45:08] d2.evaluation.evaluator INFO: Inference done 817/5104. Dataloading: 0.0022 s/iter. Inference: 0.2254 s/iter. Eval: 0.0112 s/iter. Total: 0.2389 s/iter. ETA=0:17:04
[07/07 07:45:13] d2.evaluation.evaluator INFO: Inference done 840/5104. Dataloading: 0.0022 s/iter. Inference: 0.2251 s/iter. Eval: 0.0112 s/iter. Total: 0.2386 s/iter. ETA=0:16:57
[07/07 07:45:18] d2.evaluation.evaluator INFO: Inference done 862/5104. Dataloading: 0.0022 s/iter. Inference: 0.2248 s/iter. Eval: 0.0112 s/iter. Total: 0.2383 s/iter. ETA=0:16:50
[07/07 07:45:23] d2.evaluation.evaluator INFO: Inference done 884/5104. Dataloading: 0.0022 s/iter. Inference: 0.2246 s/iter. Eval: 0.0112 s/iter. Total: 0.2381 s/iter. ETA=0:16:44
[07/07 07:45:28] d2.evaluation.evaluator INFO: Inference done 906/5104. Dataloading: 0.0022 s/iter. Inference: 0.2244 s/iter. Eval: 0.0112 s/iter. Total: 0.2379 s/iter. ETA=0:16:38
[07/07 07:45:33] d2.evaluation.evaluator INFO: Inference done 928/5104. Dataloading: 0.0022 s/iter. Inference: 0.2243 s/iter. Eval: 0.0112 s/iter. Total: 0.2378 s/iter. ETA=0:16:33
[07/07 07:45:39] d2.evaluation.evaluator INFO: Inference done 950/5104. Dataloading: 0.0022 s/iter. Inference: 0.2242 s/iter. Eval: 0.0112 s/iter. Total: 0.2378 s/iter. ETA=0:16:27
[07/07 07:45:44] d2.evaluation.evaluator INFO: Inference done 972/5104. Dataloading: 0.0022 s/iter. Inference: 0.2241 s/iter. Eval: 0.0112 s/iter. Total: 0.2376 s/iter. ETA=0:16:21
[07/07 07:45:49] d2.evaluation.evaluator INFO: Inference done 994/5104. Dataloading: 0.0022 s/iter. Inference: 0.2239 s/iter. Eval: 0.0112 s/iter. Total: 0.2374 s/iter. ETA=0:16:15
[07/07 07:45:54] d2.evaluation.evaluator INFO: Inference done 1016/5104. Dataloading: 0.0022 s/iter. Inference: 0.2239 s/iter. Eval: 0.0112 s/iter. Total: 0.2374 s/iter. ETA=0:16:10
[07/07 07:45:59] d2.evaluation.evaluator INFO: Inference done 1038/5104. Dataloading: 0.0022 s/iter. Inference: 0.2238 s/iter. Eval: 0.0112 s/iter. Total: 0.2373 s/iter. ETA=0:16:04
[07/07 07:46:04] d2.evaluation.evaluator INFO: Inference done 1060/5104. Dataloading: 0.0022 s/iter. Inference: 0.2237 s/iter. Eval: 0.0112 s/iter. Total: 0.2372 s/iter. ETA=0:15:59
[07/07 07:46:09] d2.evaluation.evaluator INFO: Inference done 1083/5104. Dataloading: 0.0022 s/iter. Inference: 0.2234 s/iter. Eval: 0.0112 s/iter. Total: 0.2369 s/iter. ETA=0:15:52
[07/07 07:46:14] d2.evaluation.evaluator INFO: Inference done 1105/5104. Dataloading: 0.0022 s/iter. Inference: 0.2233 s/iter. Eval: 0.0112 s/iter. Total: 0.2368 s/iter. ETA=0:15:46
[07/07 07:46:19] d2.evaluation.evaluator INFO: Inference done 1127/5104. Dataloading: 0.0022 s/iter. Inference: 0.2232 s/iter. Eval: 0.0112 s/iter. Total: 0.2366 s/iter. ETA=0:15:41
[07/07 07:46:25] d2.evaluation.evaluator INFO: Inference done 1149/5104. Dataloading: 0.0022 s/iter. Inference: 0.2231 s/iter. Eval: 0.0112 s/iter. Total: 0.2366 s/iter. ETA=0:15:35
[07/07 07:46:30] d2.evaluation.evaluator INFO: Inference done 1171/5104. Dataloading: 0.0022 s/iter. Inference: 0.2230 s/iter. Eval: 0.0112 s/iter. Total: 0.2364 s/iter. ETA=0:15:29
[07/07 07:46:35] d2.evaluation.evaluator INFO: Inference done 1193/5104. Dataloading: 0.0022 s/iter. Inference: 0.2229 s/iter. Eval: 0.0112 s/iter. Total: 0.2363 s/iter. ETA=0:15:24
[07/07 07:46:40] d2.evaluation.evaluator INFO: Inference done 1215/5104. Dataloading: 0.0022 s/iter. Inference: 0.2229 s/iter. Eval: 0.0111 s/iter. Total: 0.2363 s/iter. ETA=0:15:19
[07/07 07:46:45] d2.evaluation.evaluator INFO: Inference done 1237/5104. Dataloading: 0.0022 s/iter. Inference: 0.2229 s/iter. Eval: 0.0111 s/iter. Total: 0.2363 s/iter. ETA=0:15:13
[07/07 07:46:50] d2.evaluation.evaluator INFO: Inference done 1259/5104. Dataloading: 0.0022 s/iter. Inference: 0.2229 s/iter. Eval: 0.0111 s/iter. Total: 0.2363 s/iter. ETA=0:15:08
[07/07 07:46:55] d2.evaluation.evaluator INFO: Inference done 1281/5104. Dataloading: 0.0022 s/iter. Inference: 0.2229 s/iter. Eval: 0.0111 s/iter. Total: 0.2363 s/iter. ETA=0:15:03
[07/07 07:47:01] d2.evaluation.evaluator INFO: Inference done 1303/5104. Dataloading: 0.0022 s/iter. Inference: 0.2228 s/iter. Eval: 0.0111 s/iter. Total: 0.2362 s/iter. ETA=0:14:57
[07/07 07:47:06] d2.evaluation.evaluator INFO: Inference done 1325/5104. Dataloading: 0.0022 s/iter. Inference: 0.2228 s/iter. Eval: 0.0111 s/iter. Total: 0.2362 s/iter. ETA=0:14:52
[07/07 07:47:11] d2.evaluation.evaluator INFO: Inference done 1347/5104. Dataloading: 0.0022 s/iter. Inference: 0.2228 s/iter. Eval: 0.0111 s/iter. Total: 0.2362 s/iter. ETA=0:14:47
[07/07 07:47:16] d2.evaluation.evaluator INFO: Inference done 1369/5104. Dataloading: 0.0022 s/iter. Inference: 0.2227 s/iter. Eval: 0.0111 s/iter. Total: 0.2360 s/iter. ETA=0:14:41
[07/07 07:47:21] d2.evaluation.evaluator INFO: Inference done 1391/5104. Dataloading: 0.0022 s/iter. Inference: 0.2227 s/iter. Eval: 0.0111 s/iter. Total: 0.2360 s/iter. ETA=0:14:36
[07/07 07:47:26] d2.evaluation.evaluator INFO: Inference done 1413/5104. Dataloading: 0.0022 s/iter. Inference: 0.2227 s/iter. Eval: 0.0111 s/iter. Total: 0.2361 s/iter. ETA=0:14:31
[07/07 07:47:31] d2.evaluation.evaluator INFO: Inference done 1435/5104. Dataloading: 0.0022 s/iter. Inference: 0.2226 s/iter. Eval: 0.0111 s/iter. Total: 0.2360 s/iter. ETA=0:14:25
[07/07 07:47:37] d2.evaluation.evaluator INFO: Inference done 1457/5104. Dataloading: 0.0022 s/iter. Inference: 0.2226 s/iter. Eval: 0.0111 s/iter. Total: 0.2360 s/iter. ETA=0:14:20
[07/07 07:47:42] d2.evaluation.evaluator INFO: Inference done 1479/5104. Dataloading: 0.0022 s/iter. Inference: 0.2226 s/iter. Eval: 0.0111 s/iter. Total: 0.2360 s/iter. ETA=0:14:15
[07/07 07:47:47] d2.evaluation.evaluator INFO: Inference done 1501/5104. Dataloading: 0.0022 s/iter. Inference: 0.2226 s/iter. Eval: 0.0111 s/iter. Total: 0.2359 s/iter. ETA=0:14:09
[07/07 07:47:52] d2.evaluation.evaluator INFO: Inference done 1523/5104. Dataloading: 0.0022 s/iter. Inference: 0.2225 s/iter. Eval: 0.0111 s/iter. Total: 0.2358 s/iter. ETA=0:14:04
[07/07 07:47:57] d2.evaluation.evaluator INFO: Inference done 1545/5104. Dataloading: 0.0022 s/iter. Inference: 0.2224 s/iter. Eval: 0.0111 s/iter. Total: 0.2358 s/iter. ETA=0:13:59
[07/07 07:48:02] d2.evaluation.evaluator INFO: Inference done 1567/5104. Dataloading: 0.0022 s/iter. Inference: 0.2224 s/iter. Eval: 0.0111 s/iter. Total: 0.2358 s/iter. ETA=0:13:53
[07/07 07:48:07] d2.evaluation.evaluator INFO: Inference done 1589/5104. Dataloading: 0.0022 s/iter. Inference: 0.2225 s/iter. Eval: 0.0111 s/iter. Total: 0.2358 s/iter. ETA=0:13:48
[07/07 07:48:13] d2.evaluation.evaluator INFO: Inference done 1610/5104. Dataloading: 0.0022 s/iter. Inference: 0.2226 s/iter. Eval: 0.0111 s/iter. Total: 0.2359 s/iter. ETA=0:13:44
[07/07 07:48:18] d2.evaluation.evaluator INFO: Inference done 1632/5104. Dataloading: 0.0022 s/iter. Inference: 0.2226 s/iter. Eval: 0.0111 s/iter. Total: 0.2359 s/iter. ETA=0:13:38
[07/07 07:48:23] d2.evaluation.evaluator INFO: Inference done 1654/5104. Dataloading: 0.0022 s/iter. Inference: 0.2225 s/iter. Eval: 0.0111 s/iter. Total: 0.2358 s/iter. ETA=0:13:33
[07/07 07:48:28] d2.evaluation.evaluator INFO: Inference done 1676/5104. Dataloading: 0.0022 s/iter. Inference: 0.2225 s/iter. Eval: 0.0111 s/iter. Total: 0.2358 s/iter. ETA=0:13:28
[07/07 07:48:33] d2.evaluation.evaluator INFO: Inference done 1698/5104. Dataloading: 0.0022 s/iter. Inference: 0.2224 s/iter. Eval: 0.0111 s/iter. Total: 0.2358 s/iter. ETA=0:13:23
[07/07 07:48:38] d2.evaluation.evaluator INFO: Inference done 1720/5104. Dataloading: 0.0022 s/iter. Inference: 0.2225 s/iter. Eval: 0.0111 s/iter. Total: 0.2358 s/iter. ETA=0:13:17
[07/07 07:48:43] d2.evaluation.evaluator INFO: Inference done 1742/5104. Dataloading: 0.0022 s/iter. Inference: 0.2225 s/iter. Eval: 0.0111 s/iter. Total: 0.2358 s/iter. ETA=0:13:12
[07/07 07:48:49] d2.evaluation.evaluator INFO: Inference done 1764/5104. Dataloading: 0.0022 s/iter. Inference: 0.2224 s/iter. Eval: 0.0111 s/iter. Total: 0.2357 s/iter. ETA=0:13:07
[07/07 07:48:54] d2.evaluation.evaluator INFO: Inference done 1786/5104. Dataloading: 0.0022 s/iter. Inference: 0.2224 s/iter. Eval: 0.0111 s/iter. Total: 0.2357 s/iter. ETA=0:13:02
[07/07 07:48:59] d2.evaluation.evaluator INFO: Inference done 1808/5104. Dataloading: 0.0022 s/iter. Inference: 0.2224 s/iter. Eval: 0.0111 s/iter. Total: 0.2357 s/iter. ETA=0:12:57
[07/07 07:49:04] d2.evaluation.evaluator INFO: Inference done 1830/5104. Dataloading: 0.0022 s/iter. Inference: 0.2224 s/iter. Eval: 0.0111 s/iter. Total: 0.2357 s/iter. ETA=0:12:51
[07/07 07:49:09] d2.evaluation.evaluator INFO: Inference done 1852/5104. Dataloading: 0.0022 s/iter. Inference: 0.2224 s/iter. Eval: 0.0111 s/iter. Total: 0.2357 s/iter. ETA=0:12:46
[07/07 07:49:14] d2.evaluation.evaluator INFO: Inference done 1874/5104. Dataloading: 0.0022 s/iter. Inference: 0.2223 s/iter. Eval: 0.0111 s/iter. Total: 0.2357 s/iter. ETA=0:12:41
[07/07 07:49:20] d2.evaluation.evaluator INFO: Inference done 1896/5104. Dataloading: 0.0022 s/iter. Inference: 0.2223 s/iter. Eval: 0.0111 s/iter. Total: 0.2356 s/iter. ETA=0:12:35
[07/07 07:49:25] d2.evaluation.evaluator INFO: Inference done 1918/5104. Dataloading: 0.0022 s/iter. Inference: 0.2223 s/iter. Eval: 0.0111 s/iter. Total: 0.2356 s/iter. ETA=0:12:30
[07/07 07:49:30] d2.evaluation.evaluator INFO: Inference done 1940/5104. Dataloading: 0.0022 s/iter. Inference: 0.2222 s/iter. Eval: 0.0111 s/iter. Total: 0.2356 s/iter. ETA=0:12:25
[07/07 07:49:35] d2.evaluation.evaluator INFO: Inference done 1962/5104. Dataloading: 0.0022 s/iter. Inference: 0.2222 s/iter. Eval: 0.0111 s/iter. Total: 0.2355 s/iter. ETA=0:12:20
[07/07 07:49:40] d2.evaluation.evaluator INFO: Inference done 1984/5104. Dataloading: 0.0022 s/iter. Inference: 0.2223 s/iter. Eval: 0.0111 s/iter. Total: 0.2356 s/iter. ETA=0:12:14
[07/07 07:49:45] d2.evaluation.evaluator INFO: Inference done 2007/5104. Dataloading: 0.0022 s/iter. Inference: 0.2221 s/iter. Eval: 0.0111 s/iter. Total: 0.2354 s/iter. ETA=0:12:09
[07/07 07:49:50] d2.evaluation.evaluator INFO: Inference done 2029/5104. Dataloading: 0.0022 s/iter. Inference: 0.2221 s/iter. Eval: 0.0111 s/iter. Total: 0.2354 s/iter. ETA=0:12:03
[07/07 07:49:56] d2.evaluation.evaluator INFO: Inference done 2051/5104. Dataloading: 0.0022 s/iter. Inference: 0.2221 s/iter. Eval: 0.0111 s/iter. Total: 0.2354 s/iter. ETA=0:11:58
[07/07 07:50:01] d2.evaluation.evaluator INFO: Inference done 2073/5104. Dataloading: 0.0022 s/iter. Inference: 0.2221 s/iter. Eval: 0.0111 s/iter. Total: 0.2354 s/iter. ETA=0:11:53
[07/07 07:50:06] d2.evaluation.evaluator INFO: Inference done 2095/5104. Dataloading: 0.0022 s/iter. Inference: 0.2221 s/iter. Eval: 0.0111 s/iter. Total: 0.2354 s/iter. ETA=0:11:48
[07/07 07:50:11] d2.evaluation.evaluator INFO: Inference done 2117/5104. Dataloading: 0.0022 s/iter. Inference: 0.2220 s/iter. Eval: 0.0111 s/iter. Total: 0.2353 s/iter. ETA=0:11:42
[07/07 07:50:16] d2.evaluation.evaluator INFO: Inference done 2139/5104. Dataloading: 0.0022 s/iter. Inference: 0.2220 s/iter. Eval: 0.0111 s/iter. Total: 0.2353 s/iter. ETA=0:11:37
[07/07 07:50:21] d2.evaluation.evaluator INFO: Inference done 2161/5104. Dataloading: 0.0022 s/iter. Inference: 0.2220 s/iter. Eval: 0.0111 s/iter. Total: 0.2353 s/iter. ETA=0:11:32
[07/07 07:50:26] d2.evaluation.evaluator INFO: Inference done 2183/5104. Dataloading: 0.0022 s/iter. Inference: 0.2220 s/iter. Eval: 0.0111 s/iter. Total: 0.2353 s/iter. ETA=0:11:27
[07/07 07:50:31] d2.evaluation.evaluator INFO: Inference done 2205/5104. Dataloading: 0.0022 s/iter. Inference: 0.2219 s/iter. Eval: 0.0111 s/iter. Total: 0.2352 s/iter. ETA=0:11:21
[07/07 07:50:37] d2.evaluation.evaluator INFO: Inference done 2227/5104. Dataloading: 0.0022 s/iter. Inference: 0.2219 s/iter. Eval: 0.0111 s/iter. Total: 0.2352 s/iter. ETA=0:11:16
[07/07 07:50:42] d2.evaluation.evaluator INFO: Inference done 2249/5104. Dataloading: 0.0022 s/iter. Inference: 0.2219 s/iter. Eval: 0.0111 s/iter. Total: 0.2352 s/iter. ETA=0:11:11
[07/07 07:50:47] d2.evaluation.evaluator INFO: Inference done 2271/5104. Dataloading: 0.0022 s/iter. Inference: 0.2219 s/iter. Eval: 0.0111 s/iter. Total: 0.2352 s/iter. ETA=0:11:06
[07/07 07:50:52] d2.evaluation.evaluator INFO: Inference done 2293/5104. Dataloading: 0.0022 s/iter. Inference: 0.2219 s/iter. Eval: 0.0111 s/iter. Total: 0.2352 s/iter. ETA=0:11:01
[07/07 07:50:57] d2.evaluation.evaluator INFO: Inference done 2315/5104. Dataloading: 0.0022 s/iter. Inference: 0.2219 s/iter. Eval: 0.0111 s/iter. Total: 0.2352 s/iter. ETA=0:10:56
[07/07 07:51:02] d2.evaluation.evaluator INFO: Inference done 2337/5104. Dataloading: 0.0022 s/iter. Inference: 0.2219 s/iter. Eval: 0.0111 s/iter. Total: 0.2352 s/iter. ETA=0:10:50
[07/07 07:51:08] d2.evaluation.evaluator INFO: Inference done 2359/5104. Dataloading: 0.0022 s/iter. Inference: 0.2219 s/iter. Eval: 0.0110 s/iter. Total: 0.2352 s/iter. ETA=0:10:45
[07/07 07:51:13] d2.evaluation.evaluator INFO: Inference done 2381/5104. Dataloading: 0.0022 s/iter. Inference: 0.2219 s/iter. Eval: 0.0110 s/iter. Total: 0.2352 s/iter. ETA=0:10:40
[07/07 07:51:18] d2.evaluation.evaluator INFO: Inference done 2403/5104. Dataloading: 0.0022 s/iter. Inference: 0.2219 s/iter. Eval: 0.0110 s/iter. Total: 0.2352 s/iter. ETA=0:10:35
[07/07 07:51:23] d2.evaluation.evaluator INFO: Inference done 2424/5104. Dataloading: 0.0022 s/iter. Inference: 0.2220 s/iter. Eval: 0.0110 s/iter. Total: 0.2353 s/iter. ETA=0:10:30
[07/07 07:51:28] d2.evaluation.evaluator INFO: Inference done 2446/5104. Dataloading: 0.0022 s/iter. Inference: 0.2220 s/iter. Eval: 0.0110 s/iter. Total: 0.2353 s/iter. ETA=0:10:25
[07/07 07:51:33] d2.evaluation.evaluator INFO: Inference done 2468/5104. Dataloading: 0.0022 s/iter. Inference: 0.2220 s/iter. Eval: 0.0110 s/iter. Total: 0.2353 s/iter. ETA=0:10:20
[07/07 07:51:38] d2.evaluation.evaluator INFO: Inference done 2489/5104. Dataloading: 0.0022 s/iter. Inference: 0.2220 s/iter. Eval: 0.0110 s/iter. Total: 0.2353 s/iter. ETA=0:10:15
[07/07 07:51:44] d2.evaluation.evaluator INFO: Inference done 2512/5104. Dataloading: 0.0022 s/iter. Inference: 0.2219 s/iter. Eval: 0.0110 s/iter. Total: 0.2352 s/iter. ETA=0:10:09
[07/07 07:51:49] d2.evaluation.evaluator INFO: Inference done 2534/5104. Dataloading: 0.0022 s/iter. Inference: 0.2219 s/iter. Eval: 0.0110 s/iter. Total: 0.2352 s/iter. ETA=0:10:04
[07/07 07:51:54] d2.evaluation.evaluator INFO: Inference done 2555/5104. Dataloading: 0.0022 s/iter. Inference: 0.2220 s/iter. Eval: 0.0110 s/iter. Total: 0.2352 s/iter. ETA=0:09:59
[07/07 07:51:59] d2.evaluation.evaluator INFO: Inference done 2577/5104. Dataloading: 0.0022 s/iter. Inference: 0.2220 s/iter. Eval: 0.0110 s/iter. Total: 0.2352 s/iter. ETA=0:09:54
[07/07 07:52:04] d2.evaluation.evaluator INFO: Inference done 2599/5104. Dataloading: 0.0022 s/iter. Inference: 0.2220 s/iter. Eval: 0.0110 s/iter. Total: 0.2353 s/iter. ETA=0:09:49
[07/07 07:52:09] d2.evaluation.evaluator INFO: Inference done 2621/5104. Dataloading: 0.0022 s/iter. Inference: 0.2220 s/iter. Eval: 0.0110 s/iter. Total: 0.2353 s/iter. ETA=0:09:44
[07/07 07:52:14] d2.evaluation.evaluator INFO: Inference done 2642/5104. Dataloading: 0.0022 s/iter. Inference: 0.2221 s/iter. Eval: 0.0110 s/iter. Total: 0.2353 s/iter. ETA=0:09:39
[07/07 07:52:20] d2.evaluation.evaluator INFO: Inference done 2664/5104. Dataloading: 0.0022 s/iter. Inference: 0.2221 s/iter. Eval: 0.0110 s/iter. Total: 0.2353 s/iter. ETA=0:09:34
[07/07 07:52:25] d2.evaluation.evaluator INFO: Inference done 2685/5104. Dataloading: 0.0022 s/iter. Inference: 0.2221 s/iter. Eval: 0.0110 s/iter. Total: 0.2354 s/iter. ETA=0:09:29
[07/07 07:52:30] d2.evaluation.evaluator INFO: Inference done 2706/5104. Dataloading: 0.0022 s/iter. Inference: 0.2222 s/iter. Eval: 0.0110 s/iter. Total: 0.2354 s/iter. ETA=0:09:24
[07/07 07:52:35] d2.evaluation.evaluator INFO: Inference done 2728/5104. Dataloading: 0.0022 s/iter. Inference: 0.2222 s/iter. Eval: 0.0110 s/iter. Total: 0.2355 s/iter. ETA=0:09:19
[07/07 07:52:40] d2.evaluation.evaluator INFO: Inference done 2750/5104. Dataloading: 0.0022 s/iter. Inference: 0.2222 s/iter. Eval: 0.0110 s/iter. Total: 0.2355 s/iter. ETA=0:09:14
[07/07 07:52:45] d2.evaluation.evaluator INFO: Inference done 2772/5104. Dataloading: 0.0022 s/iter. Inference: 0.2222 s/iter. Eval: 0.0110 s/iter. Total: 0.2355 s/iter. ETA=0:09:09
[07/07 07:52:51] d2.evaluation.evaluator INFO: Inference done 2794/5104. Dataloading: 0.0022 s/iter. Inference: 0.2222 s/iter. Eval: 0.0110 s/iter. Total: 0.2354 s/iter. ETA=0:09:03
[07/07 07:52:56] d2.evaluation.evaluator INFO: Inference done 2815/5104. Dataloading: 0.0022 s/iter. Inference: 0.2222 s/iter. Eval: 0.0110 s/iter. Total: 0.2355 s/iter. ETA=0:08:59
[07/07 07:53:01] d2.evaluation.evaluator INFO: Inference done 2837/5104. Dataloading: 0.0022 s/iter. Inference: 0.2222 s/iter. Eval: 0.0110 s/iter. Total: 0.2355 s/iter. ETA=0:08:53
[07/07 07:53:06] d2.evaluation.evaluator INFO: Inference done 2859/5104. Dataloading: 0.0022 s/iter. Inference: 0.2222 s/iter. Eval: 0.0110 s/iter. Total: 0.2355 s/iter. ETA=0:08:48
[07/07 07:53:11] d2.evaluation.evaluator INFO: Inference done 2880/5104. Dataloading: 0.0022 s/iter. Inference: 0.2222 s/iter. Eval: 0.0110 s/iter. Total: 0.2355 s/iter. ETA=0:08:43
[07/07 07:53:16] d2.evaluation.evaluator INFO: Inference done 2901/5104. Dataloading: 0.0022 s/iter. Inference: 0.2223 s/iter. Eval: 0.0110 s/iter. Total: 0.2355 s/iter. ETA=0:08:38
[07/07 07:53:21] d2.evaluation.evaluator INFO: Inference done 2923/5104. Dataloading: 0.0022 s/iter. Inference: 0.2223 s/iter. Eval: 0.0110 s/iter. Total: 0.2355 s/iter. ETA=0:08:33
[07/07 07:53:26] d2.evaluation.evaluator INFO: Inference done 2945/5104. Dataloading: 0.0022 s/iter. Inference: 0.2222 s/iter. Eval: 0.0110 s/iter. Total: 0.2355 s/iter. ETA=0:08:28
[07/07 07:53:31] d2.evaluation.evaluator INFO: Inference done 2966/5104. Dataloading: 0.0022 s/iter. Inference: 0.2223 s/iter. Eval: 0.0110 s/iter. Total: 0.2355 s/iter. ETA=0:08:23
[07/07 07:53:36] d2.evaluation.evaluator INFO: Inference done 2987/5104. Dataloading: 0.0022 s/iter. Inference: 0.2223 s/iter. Eval: 0.0110 s/iter. Total: 0.2356 s/iter. ETA=0:08:18
[07/07 07:53:42] d2.evaluation.evaluator INFO: Inference done 3009/5104. Dataloading: 0.0022 s/iter. Inference: 0.2223 s/iter. Eval: 0.0110 s/iter. Total: 0.2356 s/iter. ETA=0:08:13
[07/07 07:53:47] d2.evaluation.evaluator INFO: Inference done 3030/5104. Dataloading: 0.0022 s/iter. Inference: 0.2223 s/iter. Eval: 0.0110 s/iter. Total: 0.2356 s/iter. ETA=0:08:08
[07/07 07:53:52] d2.evaluation.evaluator INFO: Inference done 3051/5104. Dataloading: 0.0022 s/iter. Inference: 0.2224 s/iter. Eval: 0.0110 s/iter. Total: 0.2356 s/iter. ETA=0:08:03
[07/07 07:53:57] d2.evaluation.evaluator INFO: Inference done 3072/5104. Dataloading: 0.0022 s/iter. Inference: 0.2224 s/iter. Eval: 0.0110 s/iter. Total: 0.2357 s/iter. ETA=0:07:58
[07/07 07:54:02] d2.evaluation.evaluator INFO: Inference done 3094/5104. Dataloading: 0.0022 s/iter. Inference: 0.2224 s/iter. Eval: 0.0110 s/iter. Total: 0.2356 s/iter. ETA=0:07:53
[07/07 07:54:07] d2.evaluation.evaluator INFO: Inference done 3116/5104. Dataloading: 0.0022 s/iter. Inference: 0.2224 s/iter. Eval: 0.0110 s/iter. Total: 0.2357 s/iter. ETA=0:07:48
[07/07 07:54:12] d2.evaluation.evaluator INFO: Inference done 3137/5104. Dataloading: 0.0022 s/iter. Inference: 0.2224 s/iter. Eval: 0.0110 s/iter. Total: 0.2357 s/iter. ETA=0:07:43
[07/07 07:54:17] d2.evaluation.evaluator INFO: Inference done 3159/5104. Dataloading: 0.0022 s/iter. Inference: 0.2224 s/iter. Eval: 0.0110 s/iter. Total: 0.2357 s/iter. ETA=0:07:38
[07/07 07:54:22] d2.evaluation.evaluator INFO: Inference done 3181/5104. Dataloading: 0.0022 s/iter. Inference: 0.2224 s/iter. Eval: 0.0110 s/iter. Total: 0.2357 s/iter. ETA=0:07:33
[07/07 07:54:27] d2.evaluation.evaluator INFO: Inference done 3202/5104. Dataloading: 0.0022 s/iter. Inference: 0.2224 s/iter. Eval: 0.0110 s/iter. Total: 0.2357 s/iter. ETA=0:07:28
[07/07 07:54:33] d2.evaluation.evaluator INFO: Inference done 3224/5104. Dataloading: 0.0022 s/iter. Inference: 0.2224 s/iter. Eval: 0.0110 s/iter. Total: 0.2357 s/iter. ETA=0:07:23
[07/07 07:54:38] d2.evaluation.evaluator INFO: Inference done 3246/5104. Dataloading: 0.0022 s/iter. Inference: 0.2224 s/iter. Eval: 0.0110 s/iter. Total: 0.2357 s/iter. ETA=0:07:17
[07/07 07:54:43] d2.evaluation.evaluator INFO: Inference done 3268/5104. Dataloading: 0.0022 s/iter. Inference: 0.2224 s/iter. Eval: 0.0110 s/iter. Total: 0.2357 s/iter. ETA=0:07:12
[07/07 07:54:48] d2.evaluation.evaluator INFO: Inference done 3290/5104. Dataloading: 0.0022 s/iter. Inference: 0.2224 s/iter. Eval: 0.0110 s/iter. Total: 0.2357 s/iter. ETA=0:07:07
[07/07 07:54:53] d2.evaluation.evaluator INFO: Inference done 3311/5104. Dataloading: 0.0022 s/iter. Inference: 0.2224 s/iter. Eval: 0.0110 s/iter. Total: 0.2357 s/iter. ETA=0:07:02
[07/07 07:54:58] d2.evaluation.evaluator INFO: Inference done 3333/5104. Dataloading: 0.0022 s/iter. Inference: 0.2225 s/iter. Eval: 0.0110 s/iter. Total: 0.2357 s/iter. ETA=0:06:57
[07/07 07:55:04] d2.evaluation.evaluator INFO: Inference done 3355/5104. Dataloading: 0.0022 s/iter. Inference: 0.2224 s/iter. Eval: 0.0110 s/iter. Total: 0.2357 s/iter. ETA=0:06:52
[07/07 07:55:09] d2.evaluation.evaluator INFO: Inference done 3377/5104. Dataloading: 0.0022 s/iter. Inference: 0.2225 s/iter. Eval: 0.0110 s/iter. Total: 0.2358 s/iter. ETA=0:06:47
[07/07 07:55:14] d2.evaluation.evaluator INFO: Inference done 3399/5104. Dataloading: 0.0022 s/iter. Inference: 0.2225 s/iter. Eval: 0.0110 s/iter. Total: 0.2358 s/iter. ETA=0:06:41
[07/07 07:55:19] d2.evaluation.evaluator INFO: Inference done 3421/5104. Dataloading: 0.0022 s/iter. Inference: 0.2225 s/iter. Eval: 0.0110 s/iter. Total: 0.2358 s/iter. ETA=0:06:36
[07/07 07:55:25] d2.evaluation.evaluator INFO: Inference done 3444/5104. Dataloading: 0.0022 s/iter. Inference: 0.2224 s/iter. Eval: 0.0110 s/iter. Total: 0.2357 s/iter. ETA=0:06:31
[07/07 07:55:30] d2.evaluation.evaluator INFO: Inference done 3466/5104. Dataloading: 0.0022 s/iter. Inference: 0.2224 s/iter. Eval: 0.0110 s/iter. Total: 0.2357 s/iter. ETA=0:06:26
[07/07 07:55:35] d2.evaluation.evaluator INFO: Inference done 3487/5104. Dataloading: 0.0022 s/iter. Inference: 0.2224 s/iter. Eval: 0.0110 s/iter. Total: 0.2357 s/iter. ETA=0:06:21
[07/07 07:55:40] d2.evaluation.evaluator INFO: Inference done 3508/5104. Dataloading: 0.0022 s/iter. Inference: 0.2225 s/iter. Eval: 0.0110 s/iter. Total: 0.2357 s/iter. ETA=0:06:16
[07/07 07:55:45] d2.evaluation.evaluator INFO: Inference done 3530/5104. Dataloading: 0.0022 s/iter. Inference: 0.2224 s/iter. Eval: 0.0110 s/iter. Total: 0.2357 s/iter. ETA=0:06:11
[07/07 07:55:50] d2.evaluation.evaluator INFO: Inference done 3552/5104. Dataloading: 0.0022 s/iter. Inference: 0.2224 s/iter. Eval: 0.0110 s/iter. Total: 0.2357 s/iter. ETA=0:06:05
[07/07 07:55:55] d2.evaluation.evaluator INFO: Inference done 3574/5104. Dataloading: 0.0022 s/iter. Inference: 0.2224 s/iter. Eval: 0.0110 s/iter. Total: 0.2357 s/iter. ETA=0:06:00
[07/07 07:56:00] d2.evaluation.evaluator INFO: Inference done 3596/5104. Dataloading: 0.0022 s/iter. Inference: 0.2224 s/iter. Eval: 0.0110 s/iter. Total: 0.2357 s/iter. ETA=0:05:55
[07/07 07:56:05] d2.evaluation.evaluator INFO: Inference done 3618/5104. Dataloading: 0.0022 s/iter. Inference: 0.2224 s/iter. Eval: 0.0110 s/iter. Total: 0.2357 s/iter. ETA=0:05:50
[07/07 07:56:11] d2.evaluation.evaluator INFO: Inference done 3640/5104. Dataloading: 0.0022 s/iter. Inference: 0.2224 s/iter. Eval: 0.0110 s/iter. Total: 0.2357 s/iter. ETA=0:05:44
[07/07 07:56:16] d2.evaluation.evaluator INFO: Inference done 3662/5104. Dataloading: 0.0022 s/iter. Inference: 0.2223 s/iter. Eval: 0.0110 s/iter. Total: 0.2356 s/iter. ETA=0:05:39
[07/07 07:56:21] d2.evaluation.evaluator INFO: Inference done 3684/5104. Dataloading: 0.0022 s/iter. Inference: 0.2223 s/iter. Eval: 0.0110 s/iter. Total: 0.2356 s/iter. ETA=0:05:34
[07/07 07:56:26] d2.evaluation.evaluator INFO: Inference done 3706/5104. Dataloading: 0.0022 s/iter. Inference: 0.2223 s/iter. Eval: 0.0110 s/iter. Total: 0.2356 s/iter. ETA=0:05:29
[07/07 07:56:31] d2.evaluation.evaluator INFO: Inference done 3728/5104. Dataloading: 0.0022 s/iter. Inference: 0.2223 s/iter. Eval: 0.0110 s/iter. Total: 0.2356 s/iter. ETA=0:05:24
[07/07 07:56:36] d2.evaluation.evaluator INFO: Inference done 3750/5104. Dataloading: 0.0022 s/iter. Inference: 0.2223 s/iter. Eval: 0.0110 s/iter. Total: 0.2356 s/iter. ETA=0:05:18
[07/07 07:56:41] d2.evaluation.evaluator INFO: Inference done 3772/5104. Dataloading: 0.0022 s/iter. Inference: 0.2223 s/iter. Eval: 0.0110 s/iter. Total: 0.2355 s/iter. ETA=0:05:13
[07/07 07:56:46] d2.evaluation.evaluator INFO: Inference done 3794/5104. Dataloading: 0.0022 s/iter. Inference: 0.2222 s/iter. Eval: 0.0110 s/iter. Total: 0.2355 s/iter. ETA=0:05:08
[07/07 07:56:51] d2.evaluation.evaluator INFO: Inference done 3816/5104. Dataloading: 0.0022 s/iter. Inference: 0.2222 s/iter. Eval: 0.0110 s/iter. Total: 0.2355 s/iter. ETA=0:05:03
[07/07 07:56:57] d2.evaluation.evaluator INFO: Inference done 3838/5104. Dataloading: 0.0022 s/iter. Inference: 0.2222 s/iter. Eval: 0.0110 s/iter. Total: 0.2355 s/iter. ETA=0:04:58
[07/07 07:57:02] d2.evaluation.evaluator INFO: Inference done 3860/5104. Dataloading: 0.0022 s/iter. Inference: 0.2222 s/iter. Eval: 0.0110 s/iter. Total: 0.2355 s/iter. ETA=0:04:52
[07/07 07:57:07] d2.evaluation.evaluator INFO: Inference done 3882/5104. Dataloading: 0.0022 s/iter. Inference: 0.2222 s/iter. Eval: 0.0110 s/iter. Total: 0.2355 s/iter. ETA=0:04:47
[07/07 07:57:12] d2.evaluation.evaluator INFO: Inference done 3904/5104. Dataloading: 0.0022 s/iter. Inference: 0.2222 s/iter. Eval: 0.0110 s/iter. Total: 0.2355 s/iter. ETA=0:04:42
[07/07 07:57:17] d2.evaluation.evaluator INFO: Inference done 3925/5104. Dataloading: 0.0022 s/iter. Inference: 0.2222 s/iter. Eval: 0.0110 s/iter. Total: 0.2355 s/iter. ETA=0:04:37
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[07/07 08:01:54] d2.evaluation.evaluator INFO: Total inference time: 0:19:59.862188 (0.235313 s / iter per device, on 1 devices)
[07/07 08:01:54] d2.evaluation.evaluator INFO: Total inference pure compute time: 0:18:52 (0.222029 s / iter per device, on 1 devices)
[07/07 08:01:54] d2.evaluation.sem_seg_evaluation INFO: OrderedDict([('sem_seg', {'mIoU': 58.362772696061086, 'fwIoU': 68.26522772064952, 'IoU-aeroplane,aeroplanes,airplanes,airplane': 85.27896358713126, 'BoundaryIoU-aeroplane,aeroplanes,airplanes,airplane': 85.60887193860904, 'min(IoU, B-Iou)-aeroplane,aeroplanes,airplanes,airplane': 85.27896358713126, 'IoU-bag,bags': 34.60578167788885, 'BoundaryIoU-bag,bags': 4.324620388547542, 'min(IoU, B-Iou)-bag,bags': 4.324620388547542, 'IoU-bed,beds': 28.384378756593275, 'BoundaryIoU-bed,beds': 2.5871791149429884, 'min(IoU, B-Iou)-bed,beds': 2.5871791149429884, 'IoU-bedclothes': 33.71510862148309, 'BoundaryIoU-bedclothes': 6.711405823141277, 'min(IoU, B-Iou)-bedclothes': 6.711405823141277, 'IoU-bench,benches': 29.8008637306047, 'BoundaryIoU-bench,benches': 4.050727715534881, 'min(IoU, B-Iou)-bench,benches': 4.050727715534881, 'IoU-bicycle,bicycles': 82.13122886464147, 'BoundaryIoU-bicycle,bicycles': 0.0, 'min(IoU, B-Iou)-bicycle,bicycles': 0.0, 'IoU-bird,birds': 93.38427989456687, 'BoundaryIoU-bird,birds': 0.0, 'min(IoU, B-Iou)-bird,birds': 0.0, 'IoU-boat,boats': 77.94045588089823, 'BoundaryIoU-boat,boats': 0.0, 'min(IoU, B-Iou)-boat,boats': 0.0, 'IoU-book,books': 63.03029601461648, 'BoundaryIoU-book,books': 0.0, 'min(IoU, B-Iou)-book,books': 0.0, 'IoU-bottle,bottles,water bottle': 83.12877888463444, 'BoundaryIoU-bottle,bottles,water bottle': 0.0, 'min(IoU, B-Iou)-bottle,bottles,water bottle': 0.0, 'IoU-building,buildings': 34.647055478305134, 'BoundaryIoU-building,buildings': 0.0, 'min(IoU, B-Iou)-building,buildings': 0.0, 'IoU-bus,buses': 94.33095783203785, 'BoundaryIoU-bus,buses': 0.0, 'min(IoU, B-Iou)-bus,buses': 0.0, 'IoU-cabinet,cabinets,drawer,drawers': 46.5961038130372, 'BoundaryIoU-cabinet,cabinets,drawer,drawers': 0.0, 'min(IoU, B-Iou)-cabinet,cabinets,drawer,drawers': 0.0, 'IoU-car,cars': 85.85162111394935, 'BoundaryIoU-car,cars': 0.0, 'min(IoU, B-Iou)-car,cars': 0.0, 'IoU-cat,cats,kitties,kitty': 92.29346850576265, 'BoundaryIoU-cat,cats,kitties,kitty': 0.0, 'min(IoU, B-Iou)-cat,cats,kitties,kitty': 0.0, 'IoU-ceiling': 55.37956165128851, 'BoundaryIoU-ceiling': 0.0, 'min(IoU, B-Iou)-ceiling': 0.0, 'IoU-chair,chairs': 63.8146626825018, 'BoundaryIoU-chair,chairs': 0.0, 'min(IoU, B-Iou)-chair,chairs': 0.0, 'IoU-cloth,clothes': 15.455384571086617, 'BoundaryIoU-cloth,clothes': 0.0, 'min(IoU, B-Iou)-cloth,clothes': 0.0, 'IoU-computer case': 39.60409539509504, 'BoundaryIoU-computer case': 0.0, 'min(IoU, B-Iou)-computer case': 0.0, 'IoU-cow,cows': 92.92086730973864, 'BoundaryIoU-cow,cows': 0.0, 'min(IoU, B-Iou)-cow,cows': 0.0, 'IoU-cup,cups': 38.502393705585675, 'BoundaryIoU-cup,cups': 0.0, 'min(IoU, B-Iou)-cup,cups': 0.0, 'IoU-curtain,curtains': 56.678005121996236, 'BoundaryIoU-curtain,curtains': 0.0, 'min(IoU, B-Iou)-curtain,curtains': 0.0, 'IoU-dog,dogs,puppy,puppies': 88.45402174536697, 'BoundaryIoU-dog,dogs,puppy,puppies': 0.0, 'min(IoU, B-Iou)-dog,dogs,puppy,puppies': 0.0, 'IoU-door,doors': 27.624665411498313, 'BoundaryIoU-door,doors': 0.0, 'min(IoU, B-Iou)-door,doors': 0.0, 'IoU-fence,fences': 45.210643227293716, 'BoundaryIoU-fence,fences': 0.0, 'min(IoU, B-Iou)-fence,fences': 0.0, 'IoU-floor,tile ground,carpet,rug,flooring': 65.71943345762499, 'BoundaryIoU-floor,tile ground,carpet,rug,flooring': 0.0, 'min(IoU, B-Iou)-floor,tile ground,carpet,rug,flooring': 0.0, 'IoU-flower,flowers': 44.355705246597296, 'BoundaryIoU-flower,flowers': 0.0, 'min(IoU, B-Iou)-flower,flowers': 0.0, 'IoU-food': 45.40309857067486, 'BoundaryIoU-food': 0.0, 'min(IoU, B-Iou)-food': 0.0, 'IoU-grass,grasses,lawn,turf': 76.63867982023037, 'BoundaryIoU-grass,grasses,lawn,turf': 0.0, 'min(IoU, B-Iou)-grass,grasses,lawn,turf': 0.0, 'IoU-ground,soil,soil ground,dirt ground': 35.752448765627456, 'BoundaryIoU-ground,soil,soil ground,dirt ground': 0.0, 'min(IoU, B-Iou)-ground,soil,soil ground,dirt ground': 0.0, 'IoU-horse,horses,foal': 92.69424988239892, 'BoundaryIoU-horse,horses,foal': 0.0, 'min(IoU, B-Iou)-horse,horses,foal': 0.0, 'IoU-keyboard,keyboards': 87.80050594168148, 'BoundaryIoU-keyboard,keyboards': 0.0, 'min(IoU, B-Iou)-keyboard,keyboards': 0.0, 'IoU-lamp,lamps,bulb,bulbs': 49.987692098196106, 'BoundaryIoU-lamp,lamps,bulb,bulbs': 0.0, 'min(IoU, B-Iou)-lamp,lamps,bulb,bulbs': 0.0, 'IoU-motorbike,motorcycle,motorbikes,motorcycles': 90.86215415438194, 'BoundaryIoU-motorbike,motorcycle,motorbikes,motorcycles': 0.0, 'min(IoU, B-Iou)-motorbike,motorcycle,motorbikes,motorcycles': 0.0, 'IoU-mountain,mountains': 61.348551074219145, 'BoundaryIoU-mountain,mountains': 0.0, 'min(IoU, B-Iou)-mountain,mountains': 0.0, 'IoU-mouse': 83.86352598348714, 'BoundaryIoU-mouse': 0.0, 'min(IoU, B-Iou)-mouse': 0.0, 'IoU-person,child,girl,boy,woman,man,people,childeren,girls,boys,women,men,lady,guy,ladies,guys': 88.08379958696868, 'BoundaryIoU-person,child,girl,boy,woman,man,people,childeren,girls,boys,women,men,lady,guy,ladies,guys': 0.0, 'min(IoU, B-Iou)-person,child,girl,boy,woman,man,people,childeren,girls,boys,women,men,lady,guy,ladies,guys': 0.0, 'IoU-plate,plates': 6.2152993026287415, 'BoundaryIoU-plate,plates': 0.0, 'min(IoU, B-Iou)-plate,plates': 0.0, 'IoU-platform,platforms': 25.840384721699284, 'BoundaryIoU-platform,platforms': 0.0, 'min(IoU, B-Iou)-platform,platforms': 0.0, 'IoU-pottedplant,pottedplants,plant pot,plant pots,planter,planters': 70.4634710177096, 'BoundaryIoU-pottedplant,pottedplants,plant pot,plant pots,planter,planters': 0.0, 'min(IoU, B-Iou)-pottedplant,pottedplants,plant pot,plant pots,planter,planters': 0.0, 'IoU-street,streets': 10.853956166150795, 'BoundaryIoU-street,streets': 0.0, 'min(IoU, B-Iou)-street,streets': 0.0, 'IoU-rock,rocks,stone,stones': 49.5236840889832, 'BoundaryIoU-rock,rocks,stone,stones': 0.0, 'min(IoU, B-Iou)-rock,rocks,stone,stones': 0.0, 'IoU-sheep': 91.06928359045156, 'BoundaryIoU-sheep': 0.0, 'min(IoU, B-Iou)-sheep': 0.0, 'IoU-shelves,shelf': 38.5188222009551, 'BoundaryIoU-shelves,shelf': 0.0, 'min(IoU, B-Iou)-shelves,shelf': 0.0, 'IoU-sidewalk': 7.090866465883592, 'BoundaryIoU-sidewalk': 0.0, 'min(IoU, B-Iou)-sidewalk': 0.0, 'IoU-sign,signs': 31.14026491061918, 'BoundaryIoU-sign,signs': 0.0, 'min(IoU, B-Iou)-sign,signs': 0.0, 'IoU-sky,clouds': 94.12961535687596, 'BoundaryIoU-sky,clouds': 0.0, 'min(IoU, B-Iou)-sky,clouds': 0.0, 'IoU-snow': 76.28207272834034, 'BoundaryIoU-snow': 0.0, 'min(IoU, B-Iou)-snow': 0.0, 'IoU-sofa': 52.59309767125207, 'BoundaryIoU-sofa': 0.0, 'min(IoU, B-Iou)-sofa': 0.0, 'IoU-diningtable,diningtables,table,tables,desk,desks,side table,side tables,coffee table': 52.74199706946355, 'BoundaryIoU-diningtable,diningtables,table,tables,desk,desks,side table,side tables,coffee table': 0.0, 'min(IoU, B-Iou)-diningtable,diningtables,table,tables,desk,desks,side table,side tables,coffee table': 0.0, 'IoU-track,train track,railroad': 36.48893617421179, 'BoundaryIoU-track,train track,railroad': 0.0, 'min(IoU, B-Iou)-track,train track,railroad': 0.0, 'IoU-train,trains,locomotive,locomotives,freight train': 92.31184204644755, 'BoundaryIoU-train,trains,locomotive,locomotives,freight train': 0.0, 'min(IoU, B-Iou)-train,trains,locomotive,locomotives,freight train': 0.0, 'IoU-tree,trees': 77.94319277626086, 'BoundaryIoU-tree,trees': 0.0, 'min(IoU, B-Iou)-tree,trees': 0.0, 'IoU-truck,trucks': 24.941593158505263, 'BoundaryIoU-truck,trucks': 0.0, 'min(IoU, B-Iou)-truck,trucks': 0.0, 'IoU-tvmonitor,monitor,tv': 83.44136257807358, 'BoundaryIoU-tvmonitor,monitor,tv': 0.0, 'min(IoU, B-Iou)-tvmonitor,monitor,tv': 0.0, 'IoU-wall,walls': 59.6720381121129, 'BoundaryIoU-wall,walls': 0.0, 'min(IoU, B-Iou)-wall,walls': 0.0, 'IoU-water': 89.20152616544837, 'BoundaryIoU-water': 0.0, 'min(IoU, B-Iou)-water': 0.0, 'IoU-window,windows': 35.57380290893528, 'BoundaryIoU-window,windows': 0.0, 'min(IoU, B-Iou)-window,windows': 0.0, 'IoU-wood piece': 26.092991796903885, 'BoundaryIoU-wood piece': 0.0, 'min(IoU, B-Iou)-wood piece': 0.0, 'mACC': 76.66307275737198, 'pACC': 78.25616961438504, 'ACC-aeroplane,aeroplanes,airplanes,airplane': 96.36091687508286, 'ACC-bag,bags': 82.5514143693597, 'ACC-bed,beds': 53.52831124971621, 'ACC-bedclothes': 48.367156717185594, 'ACC-bench,benches': 70.65618539951188, 'ACC-bicycle,bicycles': 93.95250585389118, 'ACC-bird,birds': 97.23338446696137, 'ACC-boat,boats': 92.85845106640936, 'ACC-book,books': 79.04162352053112, 'ACC-bottle,bottles,water bottle': 93.14782029251782, 'ACC-building,buildings': 35.51237285790762, 'ACC-bus,buses': 97.43510419324222, 'ACC-cabinet,cabinets,drawer,drawers': 57.0242470845137, 'ACC-car,cars': 87.83752231565312, 'ACC-cat,cats,kitties,kitty': 97.90988616082403, 'ACC-ceiling': 88.88360658383118, 'ACC-chair,chairs': 84.42489854552078, 'ACC-cloth,clothes': 17.018124857738247, 'ACC-computer case': 61.7980449865844, 'ACC-cow,cows': 97.60364566748589, 'ACC-cup,cups': 85.38861730277615, 'ACC-curtain,curtains': 84.62434048215259, 'ACC-dog,dogs,puppy,puppies': 96.40744170473812, 'ACC-door,doors': 62.50557141155948, 'ACC-fence,fences': 77.52690367503153, 'ACC-floor,tile ground,carpet,rug,flooring': 89.56126303901276, 'ACC-flower,flowers': 78.54027016340072, 'ACC-food': 77.82677801373164, 'ACC-grass,grasses,lawn,turf': 84.77535096166582, 'ACC-ground,soil,soil ground,dirt ground': 41.5899710596606, 'ACC-horse,horses,foal': 95.56277041256305, 'ACC-keyboard,keyboards': 92.85230954897263, 'ACC-lamp,lamps,bulb,bulbs': 77.3698375287015, 'ACC-motorbike,motorcycle,motorbikes,motorcycles': 96.96759644709506, 'ACC-mountain,mountains': 74.27357966484533, 'ACC-mouse': 86.27279540344742, 'ACC-person,child,girl,boy,woman,man,people,childeren,girls,boys,women,men,lady,guy,ladies,guys': 95.8152648372036, 'ACC-plate,plates': 7.3558380010692055, 'ACC-platform,platforms': 37.292348452373986, 'ACC-pottedplant,pottedplants,plant pot,plant pots,planter,planters': 89.3310490885565, 'ACC-street,streets': 11.057914539437878, 'ACC-rock,rocks,stone,stones': 81.47838735564305, 'ACC-sheep': 95.55007455839433, 'ACC-shelves,shelf': 55.025362844100556, 'ACC-sidewalk': 90.15136322398892, 'ACC-sign,signs': 60.10492079592985, 'ACC-sky,clouds': 96.58547368710475, 'ACC-snow': 89.59444932511136, 'ACC-sofa': 58.1005803460108, 'ACC-diningtable,diningtables,table,tables,desk,desks,side table,side tables,coffee table': 75.6175637828967, 'ACC-track,train track,railroad': 96.38586644089764, 'ACC-train,trains,locomotive,locomotives,freight train': 95.29153418731734, 'ACC-tree,trees': 84.28490983907702, 'ACC-truck,trucks': 78.94257816122352, 'ACC-tvmonitor,monitor,tv': 89.1158272535561, 'ACC-wall,walls': 80.74897686956783, 'ACC-water': 92.69338679370107, 'ACC-window,windows': 82.64967356931552, 'ACC-wood piece': 44.75732884864675})])
[07/07 08:01:54] d2.engine.defaults INFO: Evaluation results for openvocab_pascal_ctx59_sem_seg_val in csv format:
[07/07 08:01:54] d2.evaluation.testing INFO: copypaste: Task: sem_seg
[07/07 08:01:54] d2.evaluation.testing INFO: copypaste: mIoU,fwIoU,mACC,pACC
[07/07 08:01:54] d2.evaluation.testing INFO: copypaste: 58.3628,68.2652,76.6631,78.2562