| Model pushed to 1 GPU(s), type NVIDIA GeForce RTX 3090. | |
| --- Training --- | |
| Epoch 0 train loss: 1.6323, acc: 0.7784 | |
| --- Validation - Source --- | |
| * Acc 0.868 | |
| --- Validation - Target --- | |
| * Acc 0.571 | |
| mIoU improved from 0.0000 to 0.1268. | |
| mIoU improved from 0.0000 to 0.3292. | |
| --- Training --- | |
| Epoch 1 train loss: 1.0310, acc: 0.8531 | |
| --- Validation - Source --- | |
| * Acc 0.887 | |
| --- Validation - Target --- | |
| * Acc 0.561 | |
| mIoU improved from 0.1268 to 0.1308. | |
| mIoU improved from 0.3292 to 0.4221. | |
| --- Training --- | |
| Epoch 2 train loss: 0.9083, acc: 0.8684 | |
| --- Validation - Source --- | |
| * Acc 0.897 | |
| --- Validation - Target --- | |
| * Acc 0.591 | |
| mIoU improved from 0.1308 to 0.1604. | |
| mIoU improved from 0.4221 to 0.4725. | |
| --- Training --- | |
| Epoch 3 train loss: 0.8362, acc: 0.8781 | |
| --- Validation - Source --- | |
| * Acc 0.900 | |
| --- Validation - Target --- | |
| * Acc 0.603 | |
| mIoU improved from 0.1604 to 0.1892. | |
| mIoU improved from 0.4725 to 0.4981. | |
| --- Training --- | |
| Epoch 4 train loss: 0.7814, acc: 0.8858 | |
| --- Validation - Source --- | |
| * Acc 0.907 | |
| --- Validation - Target --- | |
| * Acc 0.600 | |
| mIoU improved from 0.4981 to 0.5149. | |
| --- Training --- | |
| Epoch 5 train loss: 0.7457, acc: 0.8911 | |
| --- Validation - Source --- | |
| * Acc 0.909 | |
| --- Validation - Target --- | |
| * Acc 0.601 | |
| mIoU improved from 0.5149 to 0.5313. | |
| --- Training --- | |
| Epoch 6 train loss: 0.7142, acc: 0.8952 | |
| --- Validation - Source --- | |
| * Acc 0.911 | |
| --- Validation - Target --- | |
| * Acc 0.604 | |
| mIoU improved from 0.5313 to 0.5399. | |
| --- Training --- | |
| Epoch 7 train loss: 0.6873, acc: 0.8989 | |
| --- Validation - Source --- | |
| * Acc 0.911 | |
| --- Validation - Target --- | |
| * Acc 0.597 | |
| mIoU improved from 0.5399 to 0.5421. | |
| --- Training --- | |
| Epoch 8 train loss: 0.6670, acc: 0.9015 | |
| --- Validation - Source --- | |
| * Acc 0.914 | |
| --- Validation - Target --- | |
| * Acc 0.622 | |
| mIoU improved from 0.1892 to 0.2168. | |
| mIoU improved from 0.5421 to 0.5524. | |
| --- Training --- | |
| Epoch 9 train loss: 0.6550, acc: 0.9036 | |
| --- Validation - Source --- | |
| * Acc 0.916 | |
| --- Validation - Target --- | |
| * Acc 0.619 | |
| mIoU improved from 0.5524 to 0.5575. | |
| --- Training --- | |
| Epoch 10 train loss: 0.6321, acc: 0.9069 | |
| --- Validation - Source --- | |
| * Acc 0.916 | |
| --- Validation - Target --- | |
| * Acc 0.605 | |
| mIoU improved from 0.5575 to 0.5700. | |
| --- Training --- | |
| Epoch 11 train loss: 0.6253, acc: 0.9077 | |
| --- Validation - Source --- | |
| * Acc 0.918 | |
| --- Validation - Target --- | |
| * Acc 0.614 | |
| mIoU improved from 0.2168 to 0.2226. | |
| --- Training --- | |
| Epoch 12 train loss: 0.6088, acc: 0.9102 | |
| --- Validation - Source --- | |
| * Acc 0.919 | |
| --- Validation - Target --- | |
| * Acc 0.595 | |
| mIoU improved from 0.5700 to 0.5770. | |
| --- Training --- | |
| Epoch 13 train loss: 0.5971, acc: 0.9119 | |
| --- Validation - Source --- | |
| * Acc 0.919 | |
| --- Validation - Target --- | |
| * Acc 0.611 | |
| mIoU improved from 0.2226 to 0.2235. | |
| --- Training --- | |
| Epoch 14 train loss: 0.5864, acc: 0.9132 | |
| --- Validation - Source --- | |
| * Acc 0.920 | |
| --- Validation - Target --- | |
| * Acc 0.619 | |
| mIoU improved from 0.2235 to 0.2267. | |
| mIoU improved from 0.5770 to 0.5831. | |
| --- Training --- | |
| Epoch 15 train loss: 0.5795, acc: 0.9143 | |
| --- Validation - Source --- | |
| * Acc 0.921 | |
| --- Validation - Target --- | |
| * Acc 0.601 | |
| mIoU improved from 0.5831 to 0.5839. | |
| --- Training --- | |
| Epoch 16 train loss: 0.5737, acc: 0.9155 | |
| --- Validation - Source --- | |
| * Acc 0.921 | |
| --- Validation - Target --- | |
| * Acc 0.605 | |
| mIoU improved from 0.5839 to 0.5848. | |
| --- Training --- | |
| Epoch 17 train loss: 0.5671, acc: 0.9159 | |
| --- Validation - Source --- | |
| * Acc 0.922 | |
| --- Validation - Target --- | |
| * Acc 0.607 | |
| mIoU improved from 0.5848 to 0.5923. | |
| --- Training --- | |
| Epoch 18 train loss: 0.5551, acc: 0.9174 | |
| --- Validation - Source --- | |
| * Acc 0.923 | |
| --- Validation - Target --- | |
| * Acc 0.611 | |
| mIoU improved from 0.5923 to 0.5944. | |
| --- Training --- | |
| Epoch 19 train loss: 0.5487, acc: 0.9186 | |
| --- Validation - Source --- | |
| * Acc 0.923 | |
| --- Validation - Target --- | |
| * Acc 0.620 | |
| mIoU improved from 0.2267 to 0.2384. | |
| mIoU improved from 0.5944 to 0.6010. | |
| --- Training --- | |
| Epoch 20 train loss: 0.5441, acc: 0.9190 | |
| --- Validation - Source --- | |
| * Acc 0.926 | |
| --- Validation - Target --- | |
| * Acc 0.615 | |
| mIoU improved from 0.6010 to 0.6094. | |
| --- Training --- | |
| Epoch 21 train loss: 0.5363, acc: 0.9205 | |
| --- Validation - Source --- | |
| * Acc 0.926 | |
| --- Validation - Target --- | |
| * Acc 0.614 | |
| mIoU improved from 0.6094 to 0.6108. | |
| --- Training --- | |
| Epoch 22 train loss: 0.5342, acc: 0.9206 | |
| --- Validation - Source --- | |
| * Acc 0.926 | |
| --- Validation - Target --- | |
| * Acc 0.614 | |
| mIoU improved from 0.6108 to 0.6156. | |
| --- Training --- | |
| Epoch 23 train loss: 0.5247, acc: 0.9222 | |
| --- Validation - Source --- | |
| * Acc 0.927 | |
| --- Validation - Target --- | |
| * Acc 0.614 | |
| mIoU improved from 0.6156 to 0.6164. | |
| --- Training --- | |
| Epoch 24 train loss: 0.5235, acc: 0.9225 | |
| --- Validation - Source --- | |
| * Acc 0.926 | |
| --- Validation - Target --- | |
| * Acc 0.611 | |
| --- Training --- | |
| Epoch 25 train loss: 0.5218, acc: 0.9225 | |
| --- Validation - Source --- | |
| * Acc 0.927 | |
| --- Validation - Target --- | |
| * Acc 0.615 | |
| mIoU improved from 0.6164 to 0.6177. | |
| --- Training --- | |
| Epoch 26 train loss: 0.5149, acc: 0.9237 | |
| --- Validation - Source --- | |
| * Acc 0.928 | |
| --- Validation - Target --- | |
| * Acc 0.611 | |
| --- Training --- | |
| Epoch 27 train loss: 0.5096, acc: 0.9242 | |
| --- Validation - Source --- | |
| * Acc 0.928 | |
| --- Validation - Target --- | |
| * Acc 0.616 | |
| mIoU improved from 0.2384 to 0.2388. | |
| mIoU improved from 0.6177 to 0.6200. | |
| --- Training --- | |
| Epoch 28 train loss: 0.5046, acc: 0.9249 | |
| --- Validation - Source --- | |
| * Acc 0.928 | |
| --- Validation - Target --- | |
| * Acc 0.609 | |
| --- Training --- | |
| Epoch 29 train loss: 0.5031, acc: 0.9250 | |
| --- Validation - Source --- | |
| * Acc 0.927 | |
| --- Validation - Target --- | |
| * Acc 0.614 | |
| mIoU improved from 0.6200 to 0.6222. | |
| --- Training --- | |
| Epoch 30 train loss: 0.4976, acc: 0.9257 | |
| --- Validation - Source --- | |
| * Acc 0.929 | |
| --- Validation - Target --- | |
| * Acc 0.615 | |
| mIoU improved from 0.6222 to 0.6246. | |
| --- Training --- | |
| Epoch 31 train loss: 0.4945, acc: 0.9263 | |
| --- Validation - Source --- | |
| * Acc 0.929 | |
| --- Validation - Target --- | |
| * Acc 0.621 | |
| mIoU improved from 0.2388 to 0.2455. | |
| mIoU improved from 0.6246 to 0.6259. | |
| --- Training --- | |
| Epoch 32 train loss: 0.4942, acc: 0.9262 | |
| --- Validation - Source --- | |
| * Acc 0.928 | |
| --- Validation - Target --- | |
| * Acc 0.600 | |
| --- Training --- | |
| Epoch 33 train loss: 0.4876, acc: 0.9273 | |
| --- Validation - Source --- | |
| * Acc 0.930 | |
| --- Validation - Target --- | |
| * Acc 0.624 | |
| mIoU improved from 0.6259 to 0.6314. | |
| --- Training --- | |
| Epoch 34 train loss: 0.4848, acc: 0.9277 | |
| --- Validation - Source --- | |
| * Acc 0.929 | |
| --- Validation - Target --- | |
| * Acc 0.611 | |
| --- Training --- | |
| Epoch 35 train loss: 0.4843, acc: 0.9278 | |
| --- Validation - Source --- | |
| * Acc 0.930 | |
| --- Validation - Target --- | |
| * Acc 0.623 | |
| mIoU improved from 0.2455 to 0.2460. | |
| mIoU improved from 0.6314 to 0.6329. | |
| --- Training --- | |
| Epoch 36 train loss: 0.4818, acc: 0.9283 | |
| --- Validation - Source --- | |
| * Acc 0.929 | |
| --- Validation - Target --- | |
| * Acc 0.624 | |
| --- Training --- | |
| Epoch 37 train loss: 0.4826, acc: 0.9282 | |
| --- Validation - Source --- | |
| * Acc 0.931 | |
| --- Validation - Target --- | |
| * Acc 0.614 | |
| mIoU improved from 0.6329 to 0.6353. | |
| --- Training --- | |
| Epoch 38 train loss: 0.4757, acc: 0.9286 | |
| --- Validation - Source --- | |
| * Acc 0.930 | |
| --- Validation - Target --- | |
| * Acc 0.620 | |
| --- Training --- | |
| Epoch 39 train loss: 0.4755, acc: 0.9289 | |
| --- Validation - Source --- | |
| * Acc 0.932 | |
| --- Validation - Target --- | |
| * Acc 0.608 | |
| mIoU improved from 0.6353 to 0.6407. | |
| --- Training --- | |
| Epoch 40 train loss: 0.4719, acc: 0.9297 | |
| --- Validation - Source --- | |
| * Acc 0.930 | |
| --- Validation - Target --- | |
| * Acc 0.618 | |
| --- Training --- | |
| Epoch 41 train loss: 0.4672, acc: 0.9300 | |
| --- Validation - Source --- | |
| * Acc 0.932 | |
| --- Validation - Target --- | |
| * Acc 0.623 | |
| --- Training --- | |
| Epoch 42 train loss: 0.4692, acc: 0.9303 | |
| --- Validation - Source --- | |
| * Acc 0.932 | |
| --- Validation - Target --- | |
| * Acc 0.621 | |
| mIoU improved from 0.2460 to 0.2468. | |
| --- Training --- | |
| Epoch 43 train loss: 0.4627, acc: 0.9308 | |
| --- Validation - Source --- | |
| * Acc 0.933 | |
| --- Validation - Target --- | |
| * Acc 0.618 | |
| mIoU improved from 0.2468 to 0.2486. | |
| mIoU improved from 0.6407 to 0.6410. | |
| --- Training --- | |
| Epoch 44 train loss: 0.4614, acc: 0.9309 | |
| --- Validation - Source --- | |
| * Acc 0.933 | |
| --- Validation - Target --- | |
| * Acc 0.620 | |
| mIoU improved from 0.6410 to 0.6429. | |
| --- Training --- | |
| Epoch 45 train loss: 0.4597, acc: 0.9313 | |
| --- Validation - Source --- | |
| * Acc 0.932 | |
| --- Validation - Target --- | |
| * Acc 0.615 | |
| --- Training --- | |
| Epoch 46 train loss: 0.4609, acc: 0.9309 | |
| --- Validation - Source --- | |
| * Acc 0.932 | |
| --- Validation - Target --- | |
| * Acc 0.611 | |
| --- Training --- | |
| Epoch 47 train loss: 0.4593, acc: 0.9314 | |
| --- Validation - Source --- | |
| * Acc 0.933 | |
| --- Validation - Target --- | |
| * Acc 0.612 | |
| mIoU improved from 0.6429 to 0.6429. | |
| --- Training --- | |
| Epoch 48 train loss: 0.4557, acc: 0.9316 | |
| --- Validation - Source --- | |
| * Acc 0.933 | |
| --- Validation - Target --- | |
| * Acc 0.619 | |
| --- Training --- | |
| Epoch 49 train loss: 0.4520, acc: 0.9325 | |
| --- Validation - Source --- | |
| * Acc 0.932 | |
| --- Validation - Target --- | |
| * Acc 0.611 | |
| --- Training --- | |
| Epoch 50 train loss: 0.4512, acc: 0.9321 | |
| --- Validation - Source --- | |
| * Acc 0.933 | |
| --- Validation - Target --- | |
| * Acc 0.614 | |
| mIoU improved from 0.6429 to 0.6446. | |
| --- Training --- | |
| Epoch 51 train loss: 0.4480, acc: 0.9331 | |
| --- Validation - Source --- | |
| * Acc 0.934 | |
| --- Validation - Target --- | |
| * Acc 0.621 | |
| mIoU improved from 0.6446 to 0.6476. | |
| --- Training --- | |
| Epoch 52 train loss: 0.4483, acc: 0.9330 | |
| --- Validation - Source --- | |
| * Acc 0.934 | |
| --- Validation - Target --- | |
| * Acc 0.612 | |
| --- Training --- | |
| Epoch 53 train loss: 0.4493, acc: 0.9327 | |
| --- Validation - Source --- | |
| * Acc 0.934 | |
| --- Validation - Target --- | |
| * Acc 0.615 | |
| mIoU improved from 0.2486 to 0.2489. | |
| --- Training --- | |
| Epoch 54 train loss: 0.4443, acc: 0.9334 | |
| --- Validation - Source --- | |
| * Acc 0.934 | |
| --- Validation - Target --- | |
| * Acc 0.617 | |
| mIoU improved from 0.6476 to 0.6496. | |
| --- Training --- | |
| Epoch 55 train loss: 0.4434, acc: 0.9337 | |
| --- Validation - Source --- | |
| * Acc 0.934 | |
| --- Validation - Target --- | |
| * Acc 0.616 | |
| --- Training --- | |
| Epoch 56 train loss: 0.4442, acc: 0.9333 | |
| --- Validation - Source --- | |
| * Acc 0.934 | |
| --- Validation - Target --- | |
| * Acc 0.617 | |
| mIoU improved from 0.2489 to 0.2578. | |
| --- Training --- | |
| Epoch 57 train loss: 0.4420, acc: 0.9336 | |
| --- Validation - Source --- | |
| * Acc 0.934 | |
| --- Validation - Target --- | |
| * Acc 0.614 | |
| --- Training --- | |
| Epoch 58 train loss: 0.4407, acc: 0.9338 | |
| --- Validation - Source --- | |
| * Acc 0.934 | |
| --- Validation - Target --- | |
| * Acc 0.621 | |
| mIoU improved from 0.6496 to 0.6520. | |
| --- Training --- | |
| Epoch 59 train loss: 0.4369, acc: 0.9345 | |
| --- Validation - Source --- | |
| * Acc 0.935 | |
| --- Validation - Target --- | |
| * Acc 0.611 | |
| mIoU improved from 0.6520 to 0.6525. | |
| --- Training --- | |
| Epoch 60 train loss: 0.4367, acc: 0.9345 | |
| --- Validation - Source --- | |
| * Acc 0.934 | |
| --- Validation - Target --- | |
| * Acc 0.624 | |
| --- Training --- | |
| Epoch 61 train loss: 0.4378, acc: 0.9344 | |
| --- Validation - Source --- | |
| * Acc 0.935 | |
| --- Validation - Target --- | |
| * Acc 0.616 | |
| --- Training --- | |
| Epoch 62 train loss: 0.4362, acc: 0.9345 | |
| --- Validation - Source --- | |
| * Acc 0.935 | |
| --- Validation - Target --- | |
| * Acc 0.613 | |
| mIoU improved from 0.6525 to 0.6549. | |
| --- Training --- | |
| Epoch 63 train loss: 0.4347, acc: 0.9348 | |
| --- Validation - Source --- | |
| * Acc 0.935 | |
| --- Validation - Target --- | |
| * Acc 0.626 | |
| --- Training --- | |
| Epoch 64 train loss: 0.4344, acc: 0.9346 | |
| --- Validation - Source --- | |
| * Acc 0.936 | |
| --- Validation - Target --- | |
| * Acc 0.629 | |
| mIoU improved from 0.2578 to 0.2585. | |
| mIoU improved from 0.6549 to 0.6573. | |
| --- Training --- | |
| Epoch 65 train loss: 0.4328, acc: 0.9350 | |
| --- Validation - Source --- | |
| * Acc 0.934 | |
| --- Validation - Target --- | |
| * Acc 0.617 | |
| --- Training --- | |
| Epoch 66 train loss: 0.4301, acc: 0.9353 | |
| --- Validation - Source --- | |
| * Acc 0.934 | |
| --- Validation - Target --- | |
| * Acc 0.609 | |
| --- Training --- | |
| Epoch 67 train loss: 0.4303, acc: 0.9356 | |
| --- Validation - Source --- | |
| * Acc 0.934 | |
| --- Validation - Target --- | |
| * Acc 0.611 | |
| --- Training --- | |
| Epoch 68 train loss: 0.4294, acc: 0.9357 | |
| --- Validation - Source --- | |
| * Acc 0.936 | |
| --- Validation - Target --- | |
| * Acc 0.619 | |
| mIoU improved from 0.6573 to 0.6580. | |
| --- Training --- | |
| Epoch 69 train loss: 0.4293, acc: 0.9357 | |
| --- Validation - Source --- | |
| * Acc 0.936 | |
| --- Validation - Target --- | |
| * Acc 0.623 | |
| --- Training --- | |
| Epoch 70 train loss: 0.4287, acc: 0.9357 | |
| --- Validation - Source --- | |
| * Acc 0.936 | |
| --- Validation - Target --- | |
| * Acc 0.617 | |
| --- Training --- | |
| Epoch 71 train loss: 0.4280, acc: 0.9358 | |
| --- Validation - Source --- | |
| * Acc 0.935 | |
| --- Validation - Target --- | |
| * Acc 0.621 | |
| --- Training --- | |
| Epoch 72 train loss: 0.4256, acc: 0.9361 | |
| --- Validation - Source --- | |
| * Acc 0.935 | |
| --- Validation - Target --- | |
| * Acc 0.617 | |
| --- Training --- | |
| Epoch 73 train loss: 0.4248, acc: 0.9361 | |
| --- Validation - Source --- | |
| * Acc 0.935 | |
| --- Validation - Target --- | |
| * Acc 0.610 | |
| --- Training --- | |
| Epoch 74 train loss: 0.4252, acc: 0.9361 | |
| --- Validation - Source --- | |
| * Acc 0.936 | |
| --- Validation - Target --- | |
| * Acc 0.621 | |
| --- Training --- | |
| Epoch 75 train loss: 0.4247, acc: 0.9361 | |
| --- Validation - Source --- | |
| * Acc 0.936 | |
| --- Validation - Target --- | |
| * Acc 0.610 | |
| mIoU improved from 0.6580 to 0.6591. | |
| --- Training --- | |
| Epoch 76 train loss: 0.4262, acc: 0.9361 | |
| --- Validation - Source --- | |
| * Acc 0.934 | |
| --- Validation - Target --- | |
| * Acc 0.620 | |
| --- Training --- | |
| Epoch 77 train loss: 0.4200, acc: 0.9368 | |
| --- Validation - Source --- | |
| * Acc 0.935 | |
| --- Validation - Target --- | |
| * Acc 0.619 | |
| --- Training --- | |
| Epoch 78 train loss: 0.4217, acc: 0.9364 | |
| --- Validation - Source --- | |
| * Acc 0.936 | |
| --- Validation - Target --- | |
| * Acc 0.623 | |
| --- Training --- | |
| Epoch 79 train loss: 0.4236, acc: 0.9362 | |
| --- Validation - Source --- | |
| * Acc 0.936 | |
| --- Validation - Target --- | |
| * Acc 0.623 | |
| mIoU improved from 0.2585 to 0.2597. | |
| mIoU improved from 0.6591 to 0.6592. | |
| --- Training --- | |
| Epoch 80 train loss: 0.4210, acc: 0.9367 | |
| --- Validation - Source --- | |
| * Acc 0.936 | |
| --- Validation - Target --- | |
| * Acc 0.622 | |
| --- Training --- | |
| Epoch 81 train loss: 0.4168, acc: 0.9370 | |
| --- Validation - Source --- | |
| * Acc 0.936 | |
| --- Validation - Target --- | |
| * Acc 0.616 | |
| --- Training --- | |
| Epoch 82 train loss: 0.4211, acc: 0.9370 | |
| --- Validation - Source --- | |
| * Acc 0.936 | |
| --- Validation - Target --- | |
| * Acc 0.621 | |
| mIoU improved from 0.6592 to 0.6612. | |
| --- Training --- | |
| Epoch 83 train loss: 0.4178, acc: 0.9371 | |
| --- Validation - Source --- | |
| * Acc 0.936 | |
| --- Validation - Target --- | |
| * Acc 0.616 | |
| --- Training --- | |
| Epoch 84 train loss: 0.4195, acc: 0.9369 | |
| --- Validation - Source --- | |
| * Acc 0.936 | |
| --- Validation - Target --- | |
| * Acc 0.618 | |
| --- Training --- | |
| Epoch 85 train loss: 0.4181, acc: 0.9371 | |
| --- Validation - Source --- | |
| * Acc 0.936 | |
| --- Validation - Target --- | |
| * Acc 0.617 | |
| --- Training --- | |
| Epoch 86 train loss: 0.4174, acc: 0.9370 | |
| --- Validation - Source --- | |
| * Acc 0.936 | |
| --- Validation - Target --- | |
| * Acc 0.620 | |
| --- Training --- | |
| Epoch 87 train loss: 0.4156, acc: 0.9375 | |
| --- Validation - Source --- | |
| * Acc 0.936 | |
| --- Validation - Target --- | |
| * Acc 0.623 | |
| --- Training --- | |
| Epoch 88 train loss: 0.4150, acc: 0.9375 | |
| --- Validation - Source --- | |
| * Acc 0.936 | |
| --- Validation - Target --- | |
| * Acc 0.623 | |
| mIoU improved from 0.6612 to 0.6615. | |
| --- Training --- | |
| Epoch 89 train loss: 0.4160, acc: 0.9374 | |
| --- Validation - Source --- | |
| * Acc 0.936 | |
| --- Validation - Target --- | |
| * Acc 0.613 | |
| --- Training --- | |
| Epoch 90 train loss: 0.4165, acc: 0.9373 | |
| --- Validation - Source --- | |
| * Acc 0.937 | |
| --- Validation - Target --- | |
| * Acc 0.619 | |
| mIoU improved from 0.6615 to 0.6627. | |
| --- Training --- | |
| Epoch 91 train loss: 0.4135, acc: 0.9375 | |
| --- Validation - Source --- | |
| * Acc 0.936 | |
| --- Validation - Target --- | |
| * Acc 0.618 | |
| --- Training --- | |
| Epoch 92 train loss: 0.4167, acc: 0.9372 | |
| --- Validation - Source --- | |
| * Acc 0.936 | |
| --- Validation - Target --- | |
| * Acc 0.613 | |
| --- Training --- | |
| Epoch 93 train loss: 0.4162, acc: 0.9374 | |
| --- Validation - Source --- | |
| * Acc 0.936 | |
| --- Validation - Target --- | |
| * Acc 0.621 | |
| --- Training --- | |
| Epoch 94 train loss: 0.4131, acc: 0.9377 | |
| --- Validation - Source --- | |
| * Acc 0.937 | |
| --- Validation - Target --- | |
| * Acc 0.620 | |
| --- Training --- | |
| Epoch 95 train loss: 0.4145, acc: 0.9375 | |
| --- Validation - Source --- | |
| * Acc 0.937 | |
| --- Validation - Target --- | |
| * Acc 0.620 | |
| --- Training --- | |
| Epoch 96 train loss: 0.4131, acc: 0.9380 | |
| --- Validation - Source --- | |
| * Acc 0.936 | |
| --- Validation - Target --- | |
| * Acc 0.615 | |
| --- Training --- | |
| Epoch 97 train loss: 0.4172, acc: 0.9372 | |
| --- Validation - Source --- | |
| * Acc 0.936 | |
| --- Validation - Target --- | |
| * Acc 0.618 | |
| --- Training --- | |
| Epoch 98 train loss: 0.4172, acc: 0.9372 | |
| --- Validation - Source --- | |
| * Acc 0.936 | |
| --- Validation - Target --- | |
| * Acc 0.623 | |
| --- Training --- | |
| Epoch 99 train loss: 0.4134, acc: 0.9378 | |
| --- Validation - Source --- | |
| * Acc 0.937 | |
| --- Validation - Target --- | |
| * Acc 0.617 | |
| Training complete in 659m 4s | |
| Best mIoU target: 0.259692 | |