| Training started: 2026-08-03 17:58:51 |
| ========================================================================================== |
| Step | Epoch | Loss | Avg100 | LR | Elapsed | ETA |
| ------------------------------------------------------------------------------------------ |
| [17:58:51] Run directory: RESULTS/coco/run_005 |
| [17:58:51] Loading PixArt-Alpha components ... |
| [17:58:59] Transformer params: 610,856,096 total, 610,856,096 trainable |
| [17:58:59] Building dataset ... |
| [17:59:00] |
| [17:59:00] ================================================================ |
| [17:59:00] Model = PixArt-alpha/PixArt-XL-2-512x512 |
| [17:59:00] Output dir = RESULTS/coco/run_005 |
| [17:59:00] Num examples = 591435 |
| [17:59:00] Num epochs = 1 |
| [17:59:00] Batch/device = 8 |
| [17:59:00] Grad accum = 1 |
| [17:59:00] Effective BS = 8 |
| [17:59:00] Total optim steps = 10000 |
| [17:59:00] LR = 1e-06 |
| [17:59:00] Precision = bf16 |
| [17:59:00] Resolution = 512x512 |
| [17:59:00] Max seq length = 120 |
| [17:59:00] ================================================================ |
| [17:59:00] |
| 50 | 0 | 0.089559 | 0.089559 | 1.00e-06 | 0:01:03 | 3:30:59 |
| 100 | 0 | 0.154707 | 0.122133 | 1.00e-06 | 0:01:57 | 3:13:33 |
| 150 | 0 | 0.056257 | 0.100174 | 1.00e-06 | 0:02:51 | 3:07:11 |
| 200 | 0 | 0.087639 | 0.097041 | 1.00e-06 | 0:03:44 | 3:03:35 |
| 250 | 0 | 0.218103 | 0.121253 | 1.00e-06 | 0:04:38 | 3:01:04 |
| 300 | 0 | 0.121291 | 0.121259 | 1.00e-06 | 0:05:32 | 2:59:05 |
| 350 | 0 | 0.111495 | 0.119864 | 1.00e-06 | 0:06:26 | 2:57:25 |
| 400 | 0 | 0.117956 | 0.119626 | 1.00e-06 | 0:07:19 | 2:55:56 |
| 450 | 0 | 0.078544 | 0.115061 | 1.00e-06 | 0:08:13 | 2:54:36 |
| 500 | 0 | 0.141349 | 0.117690 | 1.00e-06 | 0:09:07 | 2:53:21 |
| 550 | 0 | 0.375916 | 0.141165 | 1.00e-06 | 0:10:01 | 2:52:09 |
| 600 | 0 | 0.175819 | 0.144053 | 1.00e-06 | 0:10:54 | 2:51:01 |
| 650 | 0 | 0.117693 | 0.142025 | 1.00e-06 | 0:11:48 | 2:49:55 |
| 700 | 0 | 0.232341 | 0.148476 | 1.00e-06 | 0:12:42 | 2:48:51 |
| 750 | 0 | 0.026337 | 0.140334 | 1.00e-06 | 0:13:36 | 2:47:49 |
| 800 | 0 | 0.038091 | 0.133944 | 1.00e-06 | 0:14:30 | 2:46:47 |
| 850 | 0 | 0.193138 | 0.137426 | 1.00e-06 | 0:15:24 | 2:45:46 |
| 900 | 0 | 0.248412 | 0.143592 | 1.00e-06 | 0:16:17 | 2:44:46 |
| 950 | 0 | 0.096031 | 0.141088 | 1.00e-06 | 0:17:11 | 2:43:46 |
| 1000 | 0 | 0.259501 | 0.147009 | 1.00e-06 | 0:18:05 | 2:42:47 |
| [18:16:57] Generating 16 validation images ... |
| [18:17:15] Validation step 1000: 16 images -> RESULTS/coco/run_005/validation/collage_step_0001000.png |
| 1050 | 0 | 0.182726 | 0.148710 | 1.00e-06 | 0:19:17 | 2:44:29 |
| 1100 | 0 | 0.140020 | 0.148315 | 1.00e-06 | 0:20:11 | 2:43:23 |
| 1150 | 0 | 0.278329 | 0.153968 | 1.00e-06 | 0:21:05 | 2:42:17 |
| 1200 | 0 | 0.142034 | 0.153470 | 1.00e-06 | 0:21:59 | 2:41:13 |
| 1250 | 0 | 0.044794 | 0.149123 | 1.00e-06 | 0:22:52 | 2:40:10 |
| 1300 | 0 | 0.300674 | 0.154952 | 1.00e-06 | 0:23:46 | 2:39:07 |
| 1350 | 0 | 0.054448 | 0.151230 | 1.00e-06 | 0:24:40 | 2:38:05 |
| 1400 | 0 | 0.040386 | 0.147271 | 1.00e-06 | 0:25:34 | 2:37:03 |
| 1450 | 0 | 0.040865 | 0.143602 | 1.00e-06 | 0:26:27 | 2:36:03 |
| 1500 | 0 | 0.055685 | 0.140671 | 1.00e-06 | 0:27:21 | 2:35:02 |
| 1550 | 0 | 0.182321 | 0.142015 | 1.00e-06 | 0:28:15 | 2:34:02 |
| 1600 | 0 | 0.090972 | 0.140420 | 1.00e-06 | 0:29:09 | 2:33:02 |
| 1650 | 0 | 0.040926 | 0.137405 | 1.00e-06 | 0:30:02 | 2:32:03 |
| 1700 | 0 | 0.221188 | 0.139869 | 1.00e-06 | 0:30:56 | 2:31:04 |
| 1750 | 0 | 0.052439 | 0.137371 | 1.00e-06 | 0:31:50 | 2:30:06 |
| 1800 | 0 | 0.146800 | 0.137633 | 1.00e-06 | 0:32:44 | 2:29:07 |
| 1850 | 0 | 0.101645 | 0.136660 | 1.00e-06 | 0:33:37 | 2:28:09 |
| 1900 | 0 | 0.133195 | 0.136569 | 1.00e-06 | 0:34:31 | 2:27:11 |
| 1950 | 0 | 0.179532 | 0.137671 | 1.00e-06 | 0:35:25 | 2:26:13 |
| 2000 | 0 | 0.256622 | 0.140644 | 1.00e-06 | 0:36:19 | 2:25:16 |
| [18:35:21] Saved checkpoint -> RESULTS/coco/run_005/checkpoint-2000 |
| [18:35:22] Generating 16 validation images ... |
| [18:35:40] Validation step 2000: 16 images -> RESULTS/coco/run_005/validation/collage_step_0002000.png |
| 2050 | 0 | 0.400797 | 0.146990 | 1.00e-06 | 0:37:43 | 2:26:17 |
| 2100 | 0 | 0.090047 | 0.145634 | 1.00e-06 | 0:38:37 | 2:25:16 |
| 2150 | 0 | 0.115735 | 0.144939 | 1.00e-06 | 0:39:30 | 2:24:16 |
| 2200 | 0 | 0.140059 | 0.144828 | 1.00e-06 | 0:40:24 | 2:23:16 |
| 2250 | 0 | 0.048411 | 0.142685 | 1.00e-06 | 0:41:18 | 2:22:16 |
| 2300 | 0 | 0.060146 | 0.140891 | 1.00e-06 | 0:42:12 | 2:21:17 |
| 2350 | 0 | 0.229118 | 0.142768 | 1.00e-06 | 0:43:06 | 2:20:18 |
| 2400 | 0 | 0.087021 | 0.141606 | 1.00e-06 | 0:43:59 | 2:19:19 |
| 2450 | 0 | 0.187626 | 0.142546 | 1.00e-06 | 0:44:53 | 2:18:20 |
| 2500 | 0 | 0.058832 | 0.140871 | 1.00e-06 | 0:45:47 | 2:17:22 |
| 2550 | 0 | 0.122300 | 0.140507 | 1.00e-06 | 0:46:41 | 2:16:24 |
| 2600 | 0 | 0.123064 | 0.140172 | 1.00e-06 | 0:47:35 | 2:15:26 |
| 2650 | 0 | 0.104239 | 0.139494 | 1.00e-06 | 0:48:28 | 2:14:28 |
| 2700 | 0 | 0.098577 | 0.138736 | 1.00e-06 | 0:49:22 | 2:13:30 |
| 2750 | 0 | 0.073671 | 0.137553 | 1.00e-06 | 0:50:16 | 2:12:32 |
| 2800 | 0 | 0.202217 | 0.138708 | 1.00e-06 | 0:51:10 | 2:11:35 |
| 2850 | 0 | 0.104767 | 0.138112 | 1.00e-06 | 0:52:04 | 2:10:37 |
| 2900 | 0 | 0.087040 | 0.137232 | 1.00e-06 | 0:52:57 | 2:09:40 |
| 2950 | 0 | 0.207129 | 0.138416 | 1.00e-06 | 0:53:51 | 2:08:43 |
| 3000 | 0 | 0.187402 | 0.139233 | 1.00e-06 | 0:54:45 | 2:07:46 |
| [18:53:37] Generating 16 validation images ... |
| [18:53:55] Validation step 3000: 16 images -> RESULTS/coco/run_005/validation/collage_step_0003000.png |
| 3050 | 0 | 0.080902 | 0.138277 | 1.00e-06 | 0:55:58 | 2:07:32 |
| 3100 | 0 | 0.105320 | 0.137745 | 1.00e-06 | 0:56:52 | 2:06:34 |
| 3150 | 0 | 0.067676 | 0.136633 | 1.00e-06 | 0:57:46 | 2:05:37 |
| 3200 | 0 | 0.081319 | 0.135769 | 1.00e-06 | 0:58:39 | 2:04:39 |
| 3250 | 0 | 0.094666 | 0.135136 | 1.00e-06 | 0:59:33 | 2:03:42 |
| 3300 | 0 | 0.214383 | 0.136337 | 1.00e-06 | 1:00:27 | 2:02:44 |
| 3350 | 0 | 0.225892 | 0.137674 | 1.00e-06 | 1:01:21 | 2:01:47 |
| 3400 | 0 | 0.182921 | 0.138339 | 1.00e-06 | 1:02:15 | 2:00:50 |
| 3450 | 0 | 0.133736 | 0.138272 | 1.00e-06 | 1:03:08 | 1:59:53 |
| 3500 | 0 | 0.044790 | 0.136937 | 1.00e-06 | 1:04:02 | 1:58:56 |
| 3550 | 0 | 0.161024 | 0.137276 | 1.00e-06 | 1:04:56 | 1:57:59 |
| 3600 | 0 | 0.231030 | 0.138578 | 1.00e-06 | 1:05:50 | 1:57:02 |
| 3650 | 0 | 0.228568 | 0.139811 | 1.00e-06 | 1:06:43 | 1:56:05 |
| 3700 | 0 | 0.038546 | 0.138443 | 1.00e-06 | 1:07:37 | 1:55:09 |
| 3750 | 0 | 0.086804 | 0.137754 | 1.00e-06 | 1:08:31 | 1:54:12 |
| 3800 | 0 | 0.141202 | 0.137799 | 1.00e-06 | 1:09:25 | 1:53:15 |
| 3850 | 0 | 0.053965 | 0.136711 | 1.00e-06 | 1:10:18 | 1:52:19 |
| 3900 | 0 | 0.082526 | 0.136016 | 1.00e-06 | 1:11:12 | 1:51:22 |
| 3950 | 0 | 0.151392 | 0.136211 | 1.00e-06 | 1:12:06 | 1:50:26 |
| 4000 | 0 | 0.148771 | 0.136368 | 1.00e-06 | 1:13:00 | 1:49:30 |
| [19:12:04] Saved checkpoint -> RESULTS/coco/run_005/checkpoint-4000 |
| [19:12:05] Generating 16 validation images ... |
| [19:12:22] Validation step 4000: 16 images -> RESULTS/coco/run_005/validation/collage_step_0004000.png |
| 4050 | 0 | 0.112508 | 0.136073 | 1.00e-06 | 1:14:25 | 1:49:20 |
| 4100 | 0 | 0.131542 | 0.136018 | 1.00e-06 | 1:15:19 | 1:48:23 |
| 4150 | 0 | 0.194807 | 0.136726 | 1.00e-06 | 1:16:13 | 1:47:26 |
| 4200 | 0 | 0.152413 | 0.136913 | 1.00e-06 | 1:17:06 | 1:46:29 |
| 4250 | 0 | 0.063214 | 0.136046 | 1.00e-06 | 1:18:00 | 1:45:32 |
| 4300 | 0 | 0.180926 | 0.136568 | 1.00e-06 | 1:18:54 | 1:44:35 |
| 4350 | 0 | 0.009343 | 0.135105 | 1.00e-06 | 1:19:48 | 1:43:39 |
| 4400 | 0 | 0.174861 | 0.135557 | 1.00e-06 | 1:20:42 | 1:42:42 |
| 4450 | 0 | 0.093425 | 0.135084 | 1.00e-06 | 1:21:35 | 1:41:45 |
| 4500 | 0 | 0.361578 | 0.137600 | 1.00e-06 | 1:22:29 | 1:40:49 |
| 4550 | 0 | 0.273523 | 0.139094 | 1.00e-06 | 1:23:23 | 1:39:53 |
| 4600 | 0 | 0.184733 | 0.139590 | 1.00e-06 | 1:24:17 | 1:38:56 |
| 4650 | 0 | 0.156053 | 0.139767 | 1.00e-06 | 1:25:10 | 1:38:00 |
| 4700 | 0 | 0.186808 | 0.140267 | 1.00e-06 | 1:26:04 | 1:37:03 |
| 4750 | 0 | 0.115944 | 0.140011 | 1.00e-06 | 1:26:58 | 1:36:07 |
| 4800 | 0 | 0.247457 | 0.141131 | 1.00e-06 | 1:27:52 | 1:35:11 |
| 4850 | 0 | 0.157451 | 0.141299 | 1.00e-06 | 1:28:45 | 1:34:15 |
| 4900 | 0 | 0.098605 | 0.140863 | 1.00e-06 | 1:29:39 | 1:33:19 |
| 4950 | 0 | 0.217972 | 0.141642 | 1.00e-06 | 1:30:33 | 1:32:23 |
| 5000 | 0 | 0.024560 | 0.140471 | 1.00e-06 | 1:31:27 | 1:31:27 |
| [19:30:19] Generating 16 validation images ... |
| [19:30:37] Validation step 5000: 16 images -> RESULTS/coco/run_005/validation/collage_step_0005000.png |
| 5050 | 0 | 0.089738 | 0.140473 | 1.00e-06 | 1:32:40 | 1:30:50 |
| 5100 | 0 | 0.322659 | 0.142153 | 1.00e-06 | 1:33:34 | 1:29:53 |
| 5150 | 0 | 0.171706 | 0.143307 | 1.00e-06 | 1:34:27 | 1:28:57 |
| 5200 | 0 | 0.189043 | 0.144321 | 1.00e-06 | 1:35:21 | 1:28:01 |
| 5250 | 0 | 0.015005 | 0.142290 | 1.00e-06 | 1:36:15 | 1:27:05 |
| 5300 | 0 | 0.063455 | 0.141712 | 1.00e-06 | 1:37:09 | 1:26:09 |
| 5350 | 0 | 0.059619 | 0.141193 | 1.00e-06 | 1:38:02 | 1:25:13 |
| 5400 | 0 | 0.305853 | 0.143072 | 1.00e-06 | 1:38:56 | 1:24:17 |
| 5450 | 0 | 0.067856 | 0.142965 | 1.00e-06 | 1:39:50 | 1:23:21 |
| 5500 | 0 | 0.140016 | 0.142952 | 1.00e-06 | 1:40:44 | 1:22:25 |
| 5550 | 0 | 0.104273 | 0.140235 | 1.00e-06 | 1:41:38 | 1:21:29 |
| 5600 | 0 | 0.135404 | 0.139831 | 1.00e-06 | 1:42:32 | 1:20:34 |
| 5650 | 0 | 0.159712 | 0.140251 | 1.00e-06 | 1:43:26 | 1:19:38 |
| 5700 | 0 | 0.152144 | 0.139449 | 1.00e-06 | 1:44:20 | 1:18:42 |
| 5750 | 0 | 0.125044 | 0.140437 | 1.00e-06 | 1:45:14 | 1:17:47 |
| 5800 | 0 | 0.121156 | 0.141267 | 1.00e-06 | 1:46:08 | 1:16:51 |
| 5850 | 0 | 0.084073 | 0.140177 | 1.00e-06 | 1:47:02 | 1:15:56 |
| 5900 | 0 | 0.059061 | 0.138283 | 1.00e-06 | 1:47:56 | 1:15:00 |
| 5950 | 0 | 0.102923 | 0.138352 | 1.00e-06 | 1:48:50 | 1:14:04 |
| 6000 | 0 | 0.146879 | 0.137226 | 1.00e-06 | 1:49:44 | 1:13:09 |
| [19:48:47] Saved checkpoint -> RESULTS/coco/run_005/checkpoint-6000 |
| [19:48:48] Generating 16 validation images ... |
| [19:49:05] Validation step 6000: 16 images -> RESULTS/coco/run_005/validation/collage_step_0006000.png |
| 6050 | 0 | 0.384431 | 0.139243 | 1.00e-06 | 1:51:08 | 1:12:34 |
| 6100 | 0 | 0.089703 | 0.138740 | 1.00e-06 | 1:52:02 | 1:11:38 |
| 6150 | 0 | 0.145764 | 0.137414 | 1.00e-06 | 1:52:56 | 1:10:42 |
| 6200 | 0 | 0.078339 | 0.136777 | 1.00e-06 | 1:53:50 | 1:09:46 |
| 6250 | 0 | 0.204698 | 0.138376 | 1.00e-06 | 1:54:44 | 1:08:50 |
| 6300 | 0 | 0.078096 | 0.136150 | 1.00e-06 | 1:55:38 | 1:07:54 |
| 6350 | 0 | 0.037847 | 0.135984 | 1.00e-06 | 1:56:32 | 1:06:59 |
| 6400 | 0 | 0.277107 | 0.138351 | 1.00e-06 | 1:57:26 | 1:06:03 |
| 6450 | 0 | 0.101620 | 0.138959 | 1.00e-06 | 1:58:20 | 1:05:07 |
| 6500 | 0 | 0.126223 | 0.139664 | 1.00e-06 | 1:59:14 | 1:04:12 |
| 6550 | 0 | 0.051179 | 0.138353 | 1.00e-06 | 2:00:08 | 1:03:16 |
| 6600 | 0 | 0.203610 | 0.139479 | 1.00e-06 | 2:01:02 | 1:02:21 |
| 6650 | 0 | 0.168864 | 0.140759 | 1.00e-06 | 2:01:56 | 1:01:25 |
| 6700 | 0 | 0.143321 | 0.139980 | 1.00e-06 | 2:02:50 | 1:00:30 |
| 6750 | 0 | 0.074362 | 0.140199 | 1.00e-06 | 2:03:44 | 0:59:34 |
| 6800 | 0 | 0.178612 | 0.140517 | 1.00e-06 | 2:04:38 | 0:58:39 |
| 6850 | 0 | 0.111861 | 0.140620 | 1.00e-06 | 2:05:32 | 0:57:43 |
| 6900 | 0 | 0.292210 | 0.142210 | 1.00e-06 | 2:06:26 | 0:56:48 |
| 6950 | 0 | 0.195183 | 0.142366 | 1.00e-06 | 2:07:20 | 0:55:53 |
| 7000 | 0 | 0.081885 | 0.140619 | 1.00e-06 | 2:08:14 | 0:54:57 |
| [20:07:06] Generating 16 validation images ... |
| [20:07:25] Validation step 7000: 16 images -> RESULTS/coco/run_005/validation/collage_step_0007000.png |
| 7050 | 0 | 0.167496 | 0.138286 | 1.00e-06 | 2:09:28 | 0:54:10 |
| 7100 | 0 | 0.198336 | 0.139369 | 1.00e-06 | 2:10:22 | 0:53:15 |
| 7150 | 0 | 0.137910 | 0.139591 | 1.00e-06 | 2:11:16 | 0:52:19 |
| 7200 | 0 | 0.240780 | 0.140598 | 1.00e-06 | 2:12:10 | 0:51:24 |
| 7250 | 0 | 0.072168 | 0.140835 | 1.00e-06 | 2:13:04 | 0:50:28 |
| 7300 | 0 | 0.064311 | 0.140877 | 1.00e-06 | 2:13:58 | 0:49:33 |
| 7350 | 0 | 0.087624 | 0.139462 | 1.00e-06 | 2:14:52 | 0:48:37 |
| 7400 | 0 | 0.196098 | 0.140553 | 1.00e-06 | 2:15:46 | 0:47:42 |
| 7450 | 0 | 0.080047 | 0.139477 | 1.00e-06 | 2:16:40 | 0:46:46 |
| 7500 | 0 | 0.161839 | 0.140507 | 1.00e-06 | 2:17:34 | 0:45:51 |
| 7550 | 0 | 0.122047 | 0.140505 | 1.00e-06 | 2:18:28 | 0:44:56 |
| 7600 | 0 | 0.107319 | 0.140347 | 1.00e-06 | 2:19:22 | 0:44:00 |
| 7650 | 0 | 0.195194 | 0.141257 | 1.00e-06 | 2:20:16 | 0:43:05 |
| 7700 | 0 | 0.169426 | 0.141965 | 1.00e-06 | 2:21:10 | 0:42:10 |
| 7750 | 0 | 0.146004 | 0.142688 | 1.00e-06 | 2:22:04 | 0:41:14 |
| 7800 | 0 | 0.211702 | 0.142783 | 1.00e-06 | 2:22:58 | 0:40:19 |
| 7850 | 0 | 0.118567 | 0.142921 | 1.00e-06 | 2:23:52 | 0:39:24 |
| 7900 | 0 | 0.087547 | 0.142926 | 1.00e-06 | 2:24:46 | 0:38:29 |
| 7950 | 0 | 0.091468 | 0.141770 | 1.00e-06 | 2:25:40 | 0:37:33 |
| 8000 | 0 | 0.182423 | 0.141720 | 1.00e-06 | 2:26:35 | 0:36:38 |
| [20:25:39] Saved checkpoint -> RESULTS/coco/run_005/checkpoint-8000 |
| [20:25:41] Generating 16 validation images ... |
| [20:25:59] Validation step 8000: 16 images -> RESULTS/coco/run_005/validation/collage_step_0008000.png |
| 8050 | 0 | 0.100022 | 0.141911 | 1.00e-06 | 2:28:02 | 0:35:51 |
| 8100 | 0 | 0.066318 | 0.141521 | 1.00e-06 | 2:28:56 | 0:34:56 |
| 8150 | 0 | 0.190044 | 0.142745 | 1.00e-06 | 2:29:50 | 0:34:00 |
| 8200 | 0 | 0.106996 | 0.143002 | 1.00e-06 | 2:30:44 | 0:33:05 |
| 8250 | 0 | 0.051241 | 0.142567 | 1.00e-06 | 2:31:38 | 0:32:09 |
| 8300 | 0 | 0.143150 | 0.141855 | 1.00e-06 | 2:32:32 | 0:31:14 |
| 8350 | 0 | 0.061823 | 0.140214 | 1.00e-06 | 2:33:26 | 0:30:19 |
| 8400 | 0 | 0.112489 | 0.139510 | 1.00e-06 | 2:34:20 | 0:29:23 |
| 8450 | 0 | 0.101608 | 0.139189 | 1.00e-06 | 2:35:14 | 0:28:28 |
| 8500 | 0 | 0.118349 | 0.139924 | 1.00e-06 | 2:36:08 | 0:27:33 |
| 8550 | 0 | 0.113671 | 0.139451 | 1.00e-06 | 2:37:02 | 0:26:37 |
| 8600 | 0 | 0.243938 | 0.139580 | 1.00e-06 | 2:37:56 | 0:25:42 |
| 8650 | 0 | 0.064002 | 0.137934 | 1.00e-06 | 2:38:50 | 0:24:47 |
| 8700 | 0 | 0.117538 | 0.138724 | 1.00e-06 | 2:39:44 | 0:23:52 |
| 8750 | 0 | 0.036360 | 0.138220 | 1.00e-06 | 2:40:38 | 0:22:56 |
| 8800 | 0 | 0.062649 | 0.137434 | 1.00e-06 | 2:41:32 | 0:22:01 |
| 8850 | 0 | 0.164568 | 0.138540 | 1.00e-06 | 2:42:26 | 0:21:06 |
| 8900 | 0 | 0.130495 | 0.139020 | 1.00e-06 | 2:43:20 | 0:20:11 |
| 8950 | 0 | 0.006460 | 0.137571 | 1.00e-06 | 2:44:14 | 0:19:16 |
| 9000 | 0 | 0.127744 | 0.137360 | 1.00e-06 | 2:45:08 | 0:18:20 |
| [20:44:00] Generating 16 validation images ... |
| [20:44:18] Validation step 9000: 16 images -> RESULTS/coco/run_005/validation/collage_step_0009000.png |
| 9050 | 0 | 0.249757 | 0.138733 | 1.00e-06 | 2:46:21 | 0:17:27 |
| 9100 | 0 | 0.109973 | 0.138517 | 1.00e-06 | 2:47:15 | 0:16:32 |
| 9150 | 0 | 0.075809 | 0.137327 | 1.00e-06 | 2:48:09 | 0:15:37 |
| 9200 | 0 | 0.277320 | 0.138576 | 1.00e-06 | 2:49:03 | 0:14:42 |
| 9250 | 0 | 0.144130 | 0.139385 | 1.00e-06 | 2:49:57 | 0:13:46 |
| 9300 | 0 | 0.231112 | 0.139887 | 1.00e-06 | 2:50:51 | 0:12:51 |
| 9350 | 0 | 0.154377 | 0.141338 | 1.00e-06 | 2:51:45 | 0:11:56 |
| 9400 | 0 | 0.148964 | 0.141079 | 1.00e-06 | 2:52:39 | 0:11:01 |
| 9450 | 0 | 0.050282 | 0.140647 | 1.00e-06 | 2:53:33 | 0:10:06 |
| 9500 | 0 | 0.030481 | 0.137336 | 1.00e-06 | 2:54:27 | 0:09:10 |
| 9550 | 0 | 0.014885 | 0.134750 | 1.00e-06 | 2:55:21 | 0:08:15 |
| 9600 | 0 | 0.133959 | 0.134242 | 1.00e-06 | 2:56:15 | 0:07:20 |
| 9650 | 0 | 0.131405 | 0.133996 | 1.00e-06 | 2:57:09 | 0:06:25 |
| 9700 | 0 | 0.183190 | 0.133959 | 1.00e-06 | 2:58:03 | 0:05:30 |
| 9750 | 0 | 0.095414 | 0.133754 | 1.00e-06 | 2:58:58 | 0:04:35 |
| 9800 | 0 | 0.118401 | 0.132464 | 1.00e-06 | 2:59:52 | 0:03:40 |
| 9850 | 0 | 0.099109 | 0.131880 | 1.00e-06 | 3:00:46 | 0:02:45 |
| 9900 | 0 | 0.062541 | 0.131519 | 1.00e-06 | 3:01:40 | 0:01:50 |
| 9950 | 0 | 0.086173 | 0.130201 | 1.00e-06 | 3:02:34 | 0:00:55 |
| 10000 | 0 | 0.177551 | 0.131731 | 1.00e-06 | 3:03:28 | 0:00:00 |
| [21:02:32] Saved checkpoint -> RESULTS/coco/run_005/checkpoint-10000 |
| [21:02:34] Generating 16 validation images ... |
| [21:02:52] Validation step 10000: 16 images -> RESULTS/coco/run_005/validation/collage_step_0010000.png |
| [21:02:52] --- Epoch 0 | Steps: 10000 | Avg Loss: 0.130569 --- |
| [21:02:52] Saving final model ... |
| [21:03:10] Pipeline saved -> RESULTS/coco/run_005 |
| [21:03:10] Generating final validation collage ... |
| [21:03:10] Generating 16 validation images ... |
| [21:03:28] Validation step 10000: 16 images -> RESULTS/coco/run_005/validation/collage_step_0010000.png |
| [21:03:29] |
| [21:03:29] ============================================================ |
| [21:03:29] TRAINING SUMMARY |
| [21:03:29] ============================================================ |
| [21:03:29] Total steps : 200 |
| [21:03:29] Final loss : 0.177551 |
| [21:03:29] Avg last 100 : 0.131731 |
| [21:03:29] Min loss : 0.006460 |
| [21:03:29] Total time : 3:04:37 |
| [21:03:29] Output : RESULTS/coco/run_005 |
| [21:03:29] ============================================================ |
|
|
