| Training started: 2026-06-18 11:15:46 |
| ========================================================================================== |
| Step | Epoch | Loss | Avg100 | LR | Elapsed | ETA |
| ------------------------------------------------------------------------------------------ |
| [11:15:46] Run directory : RESULTS/coco/run_008 |
| [11:15:46] XAttn VAE : ./HF_VERSION_WEIGHTS/kl_vae |
| [11:15:46] Loading T5 tokenizer + text encoder ... |
| [11:15:52] Loading PixArt-Sigma transformer ... |
| [11:15:55] Loading XAttnAutoencoderKL from: ./HF_VERSION_WEIGHTS/kl_vae |
| [11:15:56] scaling_factor = 0.18215 |
| [11:15:56] text_dim = 4096 |
| [11:15:56] xattn_num_heads = 8 |
| [11:15:58] Transformer : 610,856,096 total, 610,856,096 trainable |
| [11:15:58] Building dataset ... |
| [11:15:59] |
| [11:15:59] ================================================================ |
| [11:15:59] Backbone = PixArt-alpha/PixArt-Sigma-XL-2-512-MS |
| [11:15:59] T5 path = PixArt-alpha/pixart_sigma_sdxlvae_T5_diffusers |
| [11:15:59] XAttn VAE = ./HF_VERSION_WEIGHTS/kl_vae |
| [11:15:59] Output dir = RESULTS/coco/run_008 |
| [11:15:59] Num examples = 591435 |
| [11:15:59] Num epochs = 1 |
| [11:15:59] Batch/device = 4 |
| [11:15:59] Grad accum = 1 |
| [11:15:59] Effective BS = 4 |
| [11:15:59] Total optim steps = 30000 |
| [11:15:59] LR = 1e-05 |
| [11:15:59] Precision = bf16 |
| [11:15:59] Resolution = 512x512 |
| [11:15:59] Max seq length = 300 |
| [11:15:59] ================================================================ |
| [11:15:59] |
| 50 | 0 | 0.184794 | 0.184794 | 1.00e-06 | 0:00:50 | 8:21:37 |
| 100 | 0 | 0.325533 | 0.255164 | 2.00e-06 | 0:01:26 | 7:10:49 |
| 150 | 0 | 0.138164 | 0.216164 | 3.00e-06 | 0:02:02 | 6:47:14 |
| 200 | 0 | 0.203038 | 0.212882 | 4.00e-06 | 0:02:39 | 6:35:30 |
| 250 | 0 | 0.000785 | 0.170463 | 5.00e-06 | 0:03:15 | 6:28:30 |
| 300 | 0 | 0.009097 | 0.143569 | 6.00e-06 | 0:03:52 | 6:23:45 |
| 350 | 0 | 0.042376 | 0.129113 | 7.00e-06 | 0:04:29 | 6:20:06 |
| 400 | 0 | 0.159322 | 0.132889 | 8.00e-06 | 0:05:05 | 6:17:12 |
| 450 | 0 | 0.188146 | 0.139028 | 9.00e-06 | 0:05:42 | 6:14:49 |
| 500 | 0 | 0.281585 | 0.153284 | 1.00e-05 | 0:06:19 | 6:12:43 |
| 550 | 0 | 0.382047 | 0.174081 | 1.00e-05 | 0:06:55 | 6:10:54 |
| 600 | 0 | 0.172963 | 0.173988 | 1.00e-05 | 0:07:32 | 6:09:16 |
| 650 | 0 | 0.124352 | 0.170169 | 1.00e-05 | 0:08:08 | 6:07:52 |
| 700 | 0 | 0.111599 | 0.165986 | 1.00e-05 | 0:08:45 | 6:06:37 |
| 750 | 0 | 0.025782 | 0.156639 | 1.00e-05 | 0:09:22 | 6:05:24 |
| 800 | 0 | 0.054878 | 0.150279 | 1.00e-05 | 0:09:58 | 6:04:17 |
| 850 | 0 | 0.190307 | 0.152633 | 1.00e-05 | 0:10:35 | 6:03:16 |
| 900 | 0 | 0.053907 | 0.147149 | 1.00e-05 | 0:11:12 | 6:02:16 |
| 950 | 0 | 0.054342 | 0.142264 | 9.99e-06 | 0:11:48 | 6:01:19 |
| 1000 | 0 | 0.302269 | 0.150264 | 9.99e-06 | 0:12:25 | 6:00:24 |
| [11:28:12] Generating 16 validation images ... |
| [11:28:36] Validation step 1000: 16 images -> RESULTS/coco/run_008/validation/collage_step_0001000.png |
| 1050 | 0 | 0.465120 | 0.165257 | 9.99e-06 | 0:13:26 | 6:10:46 |
| 1100 | 0 | 0.214236 | 0.167484 | 9.99e-06 | 0:14:03 | 6:09:23 |
| 1150 | 0 | 0.295014 | 0.173029 | 9.99e-06 | 0:14:40 | 6:08:03 |
| 1200 | 0 | 0.046577 | 0.167760 | 9.99e-06 | 0:15:16 | 6:06:47 |
| 1250 | 0 | 0.056071 | 0.163292 | 9.98e-06 | 0:15:53 | 6:05:34 |
| 1300 | 0 | 0.629827 | 0.181236 | 9.98e-06 | 0:16:30 | 6:04:23 |
| 1350 | 0 | 0.106579 | 0.178471 | 9.98e-06 | 0:17:07 | 6:03:15 |
| 1400 | 0 | 0.021827 | 0.172876 | 9.98e-06 | 0:17:43 | 6:02:09 |
| 1450 | 0 | 0.017367 | 0.167514 | 9.97e-06 | 0:18:20 | 6:01:05 |
| 1500 | 0 | 0.159916 | 0.167261 | 9.97e-06 | 0:18:56 | 6:00:02 |
| 1550 | 0 | 0.376220 | 0.174001 | 9.97e-06 | 0:19:33 | 5:59:00 |
| 1600 | 0 | 0.233167 | 0.175850 | 9.97e-06 | 0:20:10 | 5:58:00 |
| 1650 | 0 | 0.034585 | 0.171570 | 9.96e-06 | 0:20:46 | 5:57:00 |
| 1700 | 0 | 0.182965 | 0.171905 | 9.96e-06 | 0:21:23 | 5:56:03 |
| 1750 | 0 | 0.010793 | 0.167301 | 9.96e-06 | 0:21:59 | 5:55:07 |
| 1800 | 0 | 0.152165 | 0.166881 | 9.95e-06 | 0:22:36 | 5:54:13 |
| 1850 | 0 | 0.167284 | 0.166892 | 9.95e-06 | 0:23:13 | 5:53:19 |
| 1900 | 0 | 0.127192 | 0.165847 | 9.94e-06 | 0:23:49 | 5:52:26 |
| 1950 | 0 | 0.036550 | 0.162532 | 9.94e-06 | 0:24:26 | 5:51:34 |
| 2000 | 0 | 0.016299 | 0.158876 | 9.94e-06 | 0:25:03 | 5:50:42 |
| [11:40:54] Saved checkpoint -> RESULTS/coco/run_008/checkpoint-2000 |
| [11:40:55] Generating 16 validation images ... |
| [11:41:18] Validation step 2000: 16 images -> RESULTS/coco/run_008/validation/collage_step_0002000.png |
| 2050 | 0 | 0.696829 | 0.171997 | 9.93e-06 | 0:26:09 | 5:56:32 |
| 2100 | 0 | 0.079367 | 0.169791 | 9.93e-06 | 0:26:45 | 5:55:31 |
| 2150 | 0 | 0.098986 | 0.168145 | 9.92e-06 | 0:27:22 | 5:54:31 |
| 2200 | 0 | 0.279698 | 0.170680 | 9.92e-06 | 0:27:58 | 5:53:33 |
| 2250 | 0 | 0.098796 | 0.169083 | 9.91e-06 | 0:28:35 | 5:52:37 |
| 2300 | 0 | 0.087969 | 0.167319 | 9.91e-06 | 0:29:12 | 5:51:41 |
| 2350 | 0 | 0.471212 | 0.173785 | 9.90e-06 | 0:29:48 | 5:50:47 |
| 2400 | 0 | 0.129877 | 0.172870 | 9.90e-06 | 0:30:25 | 5:49:53 |
| 2450 | 0 | 0.176497 | 0.172944 | 9.89e-06 | 0:31:02 | 5:49:00 |
| 2500 | 0 | 0.031423 | 0.170114 | 9.89e-06 | 0:31:38 | 5:48:07 |
| 2550 | 0 | 0.053636 | 0.167830 | 9.88e-06 | 0:32:15 | 5:47:15 |
| 2600 | 0 | 0.198733 | 0.168424 | 9.88e-06 | 0:32:52 | 5:46:24 |
| 2650 | 0 | 0.226072 | 0.169512 | 9.87e-06 | 0:33:28 | 5:45:34 |
| 2700 | 0 | 0.212624 | 0.170310 | 9.86e-06 | 0:34:05 | 5:44:43 |
| 2750 | 0 | 0.160610 | 0.170134 | 9.86e-06 | 0:34:42 | 5:43:53 |
| 2800 | 0 | 0.084750 | 0.168609 | 9.85e-06 | 0:35:18 | 5:43:04 |
| 2850 | 0 | 0.207045 | 0.169284 | 9.84e-06 | 0:35:55 | 5:42:15 |
| 2900 | 0 | 0.077671 | 0.167704 | 9.84e-06 | 0:36:32 | 5:41:27 |
| 2950 | 0 | 0.126641 | 0.167008 | 9.83e-06 | 0:37:09 | 5:40:39 |
| 3000 | 0 | 0.305943 | 0.169324 | 9.82e-06 | 0:37:45 | 5:39:51 |
| [11:53:32] Generating 16 validation images ... |
| [11:53:55] Validation step 3000: 16 images -> RESULTS/coco/run_008/validation/collage_step_0003000.png |
| 3050 | 0 | 0.184475 | 0.169572 | 9.82e-06 | 0:38:46 | 5:42:38 |
| 3100 | 0 | 0.078753 | 0.168107 | 9.81e-06 | 0:39:23 | 5:41:47 |
| 3150 | 0 | 0.104160 | 0.167092 | 9.80e-06 | 0:40:00 | 5:40:57 |
| 3200 | 0 | 0.160458 | 0.166989 | 9.79e-06 | 0:40:36 | 5:40:07 |
| 3250 | 0 | 0.166044 | 0.166974 | 9.79e-06 | 0:41:13 | 5:39:17 |
| 3300 | 0 | 0.016164 | 0.164689 | 9.78e-06 | 0:41:50 | 5:38:28 |
| 3350 | 0 | 0.294978 | 0.166634 | 9.77e-06 | 0:42:26 | 5:37:39 |
| 3400 | 0 | 0.248002 | 0.167830 | 9.76e-06 | 0:43:03 | 5:36:51 |
| 3450 | 0 | 0.182220 | 0.168039 | 9.76e-06 | 0:43:40 | 5:36:03 |
| 3500 | 0 | 0.039647 | 0.166205 | 9.75e-06 | 0:44:16 | 5:35:15 |
| 3550 | 0 | 0.243937 | 0.167299 | 9.74e-06 | 0:44:53 | 5:34:28 |
| 3600 | 0 | 0.246339 | 0.168397 | 9.73e-06 | 0:45:30 | 5:33:41 |
| 3650 | 0 | 0.428854 | 0.171965 | 9.72e-06 | 0:46:06 | 5:32:54 |
| 3700 | 0 | 0.036096 | 0.170129 | 9.71e-06 | 0:46:43 | 5:32:08 |
| 3750 | 0 | 0.127704 | 0.169563 | 9.70e-06 | 0:47:20 | 5:31:21 |
| 3800 | 0 | 0.238517 | 0.170471 | 9.69e-06 | 0:47:56 | 5:30:35 |
| 3850 | 0 | 0.005841 | 0.168333 | 9.69e-06 | 0:48:33 | 5:29:50 |
| 3900 | 0 | 0.040091 | 0.166688 | 9.68e-06 | 0:49:10 | 5:29:04 |
| 3950 | 0 | 0.362870 | 0.169172 | 9.67e-06 | 0:49:47 | 5:28:19 |
| 4000 | 0 | 0.094842 | 0.168243 | 9.66e-06 | 0:50:23 | 5:27:33 |
| [12:06:17] Saved checkpoint -> RESULTS/coco/run_008/checkpoint-4000 |
| [12:06:18] Generating 16 validation images ... |
| [12:06:42] Validation step 4000: 16 images -> RESULTS/coco/run_008/validation/collage_step_0004000.png |
| 4050 | 0 | 0.161957 | 0.168165 | 9.65e-06 | 0:51:32 | 5:30:17 |
| 4100 | 0 | 0.161584 | 0.168085 | 9.64e-06 | 0:52:09 | 5:29:29 |
| 4150 | 0 | 0.214835 | 0.168648 | 9.63e-06 | 0:52:46 | 5:28:41 |
| 4200 | 0 | 0.102896 | 0.167865 | 9.62e-06 | 0:53:22 | 5:27:54 |
| 4250 | 0 | 0.057549 | 0.166567 | 9.61e-06 | 0:53:59 | 5:27:07 |
| 4300 | 0 | 0.247537 | 0.167509 | 9.60e-06 | 0:54:36 | 5:26:21 |
| 4350 | 0 | 0.025402 | 0.165876 | 9.59e-06 | 0:55:12 | 5:25:34 |
| 4400 | 0 | 0.341950 | 0.167876 | 9.57e-06 | 0:55:49 | 5:24:48 |
| 4450 | 0 | 0.258203 | 0.168891 | 9.56e-06 | 0:56:26 | 5:24:02 |
| 4500 | 0 | 0.555493 | 0.173187 | 9.55e-06 | 0:57:02 | 5:23:16 |
| 4550 | 0 | 0.472970 | 0.176481 | 9.54e-06 | 0:57:39 | 5:22:31 |
| 4600 | 0 | 0.429041 | 0.179226 | 9.53e-06 | 0:58:16 | 5:21:45 |
| 4650 | 0 | 0.066028 | 0.178009 | 9.52e-06 | 0:58:53 | 5:21:00 |
| 4700 | 0 | 0.360250 | 0.179948 | 9.51e-06 | 0:59:29 | 5:20:15 |
| 4750 | 0 | 0.247080 | 0.180655 | 9.50e-06 | 1:00:06 | 5:19:30 |
| 4800 | 0 | 0.441852 | 0.183375 | 9.48e-06 | 1:00:42 | 5:18:45 |
| 4850 | 0 | 0.152395 | 0.183056 | 9.47e-06 | 1:01:19 | 5:18:00 |
| 4900 | 0 | 0.057002 | 0.181770 | 9.46e-06 | 1:01:56 | 5:17:16 |
| 4950 | 0 | 0.462789 | 0.184608 | 9.45e-06 | 1:02:32 | 5:16:31 |
| 5000 | 0 | 0.048809 | 0.183250 | 9.44e-06 | 1:03:09 | 5:15:47 |
| [12:18:55] Generating 16 validation images ... |
| [12:19:19] Validation step 5000: 16 images -> RESULTS/coco/run_008/validation/collage_step_0005000.png |
| 5050 | 0 | 0.028290 | 0.181685 | 9.42e-06 | 1:04:09 | 5:17:00 |
| 5100 | 0 | 0.564240 | 0.184072 | 9.41e-06 | 1:04:46 | 5:16:15 |
| 5150 | 0 | 0.230177 | 0.184993 | 9.40e-06 | 1:05:23 | 5:15:30 |
| 5200 | 0 | 0.223570 | 0.185198 | 9.39e-06 | 1:05:59 | 5:14:44 |
| 5250 | 0 | 0.008423 | 0.185274 | 9.37e-06 | 1:06:36 | 5:14:00 |
| 5300 | 0 | 0.160344 | 0.186787 | 9.36e-06 | 1:07:12 | 5:13:15 |
| 5350 | 0 | 0.154934 | 0.187912 | 9.35e-06 | 1:07:49 | 5:12:30 |
| 5400 | 0 | 0.350684 | 0.189826 | 9.33e-06 | 1:08:26 | 5:11:46 |
| 5450 | 0 | 0.024434 | 0.188189 | 9.32e-06 | 1:09:02 | 5:11:02 |
| 5500 | 0 | 0.253108 | 0.187904 | 9.31e-06 | 1:09:39 | 5:10:18 |
| 5550 | 0 | 0.238039 | 0.186464 | 9.29e-06 | 1:10:16 | 5:09:34 |
| 5600 | 0 | 0.034373 | 0.185078 | 9.28e-06 | 1:10:52 | 5:08:50 |
| 5650 | 0 | 0.216003 | 0.185995 | 9.27e-06 | 1:11:29 | 5:08:06 |
| 5700 | 0 | 0.002036 | 0.184899 | 9.25e-06 | 1:12:06 | 5:07:23 |
| 5750 | 0 | 0.175615 | 0.186397 | 9.24e-06 | 1:12:42 | 5:06:39 |
| 5800 | 0 | 0.188346 | 0.187732 | 9.22e-06 | 1:13:19 | 5:05:56 |
| 5850 | 0 | 0.001319 | 0.185842 | 9.21e-06 | 1:13:56 | 5:05:13 |
| 5900 | 0 | 0.094564 | 0.186249 | 9.20e-06 | 1:14:32 | 5:04:30 |
| 5950 | 0 | 0.123861 | 0.186944 | 9.18e-06 | 1:15:09 | 5:03:48 |
| 6000 | 0 | 0.305733 | 0.186978 | 9.17e-06 | 1:15:46 | 5:03:05 |
| [12:31:39] Saved checkpoint -> RESULTS/coco/run_008/checkpoint-6000 |
| [12:31:39] Generating 16 validation images ... |
| [12:32:02] Validation step 6000: 16 images -> RESULTS/coco/run_008/validation/collage_step_0006000.png |
| 6050 | 0 | 0.704328 | 0.189370 | 9.15e-06 | 1:16:53 | 5:04:22 |
| 6100 | 0 | 0.084851 | 0.188077 | 9.14e-06 | 1:17:30 | 5:03:39 |
| 6150 | 0 | 0.393029 | 0.189057 | 9.12e-06 | 1:18:06 | 5:02:55 |
| 6200 | 0 | 0.143003 | 0.190021 | 9.11e-06 | 1:18:43 | 5:02:11 |
| 6250 | 0 | 0.233540 | 0.191796 | 9.09e-06 | 1:19:20 | 5:01:28 |
| 6300 | 0 | 0.041598 | 0.185913 | 9.08e-06 | 1:19:56 | 5:00:44 |
| 6350 | 0 | 0.005163 | 0.184899 | 9.06e-06 | 1:20:33 | 5:00:01 |
| 6400 | 0 | 0.003357 | 0.184715 | 9.05e-06 | 1:21:10 | 4:59:18 |
| 6450 | 0 | 0.007190 | 0.184613 | 9.03e-06 | 1:21:46 | 4:58:35 |
| 6500 | 0 | 0.152294 | 0.184537 | 9.01e-06 | 1:22:23 | 4:57:52 |
| 6550 | 0 | 0.078383 | 0.181558 | 9.00e-06 | 1:22:59 | 4:57:08 |
| 6600 | 0 | 0.318015 | 0.182407 | 8.98e-06 | 1:23:36 | 4:56:26 |
| 6650 | 0 | 0.107682 | 0.183138 | 8.97e-06 | 1:24:13 | 4:55:43 |
| 6700 | 0 | 0.248169 | 0.183790 | 8.95e-06 | 1:24:49 | 4:55:00 |
| 6750 | 0 | 0.077366 | 0.184455 | 8.93e-06 | 1:25:26 | 4:54:17 |
| 6800 | 0 | 0.254872 | 0.185482 | 8.92e-06 | 1:26:03 | 4:53:35 |
| 6850 | 0 | 0.162672 | 0.185436 | 8.90e-06 | 1:26:39 | 4:52:53 |
| 6900 | 0 | 0.247802 | 0.186642 | 8.88e-06 | 1:27:16 | 4:52:10 |
| 6950 | 0 | 0.233356 | 0.188611 | 8.87e-06 | 1:27:53 | 4:51:28 |
| 7000 | 0 | 0.087663 | 0.189324 | 8.85e-06 | 1:28:29 | 4:50:46 |
| [12:44:16] Generating 16 validation images ... |
| [12:44:39] Validation step 7000: 16 images -> RESULTS/coco/run_008/validation/collage_step_0007000.png |
| 7050 | 0 | 0.293629 | 0.185292 | 8.83e-06 | 1:29:30 | 4:51:22 |
| 7100 | 0 | 0.092749 | 0.185426 | 8.81e-06 | 1:30:07 | 4:50:40 |
| 7150 | 0 | 0.218979 | 0.186626 | 8.80e-06 | 1:30:43 | 4:49:57 |
| 7200 | 0 | 0.416134 | 0.187990 | 8.78e-06 | 1:31:20 | 4:49:14 |
| 7250 | 0 | 0.201049 | 0.189013 | 8.76e-06 | 1:31:57 | 4:48:32 |
| 7300 | 0 | 0.070974 | 0.188843 | 8.75e-06 | 1:32:33 | 4:47:49 |
| 7350 | 0 | 0.186550 | 0.185996 | 8.73e-06 | 1:33:10 | 4:47:06 |
| 7400 | 0 | 0.191598 | 0.186613 | 8.71e-06 | 1:33:46 | 4:46:24 |
| 7450 | 0 | 0.096576 | 0.185814 | 8.69e-06 | 1:34:23 | 4:45:42 |
| 7500 | 0 | 0.341745 | 0.188917 | 8.67e-06 | 1:35:00 | 4:45:00 |
| 7550 | 0 | 0.056757 | 0.188949 | 8.66e-06 | 1:35:36 | 4:44:18 |
| 7600 | 0 | 0.188362 | 0.188845 | 8.64e-06 | 1:36:13 | 4:43:36 |
| 7650 | 0 | 0.298444 | 0.189569 | 8.62e-06 | 1:36:50 | 4:42:55 |
| 7700 | 0 | 0.207858 | 0.189521 | 8.60e-06 | 1:37:27 | 4:42:13 |
| 7750 | 0 | 0.068903 | 0.188604 | 8.58e-06 | 1:38:03 | 4:41:32 |
| 7800 | 0 | 0.284943 | 0.190606 | 8.56e-06 | 1:38:40 | 4:40:50 |
| 7850 | 0 | 0.208328 | 0.190619 | 8.54e-06 | 1:39:17 | 4:40:09 |
| 7900 | 0 | 0.075987 | 0.190602 | 8.53e-06 | 1:39:53 | 4:39:27 |
| 7950 | 0 | 0.031114 | 0.189647 | 8.51e-06 | 1:40:30 | 4:38:46 |
| 8000 | 0 | 0.259581 | 0.189183 | 8.49e-06 | 1:41:07 | 4:38:04 |
| [12:57:01] Saved checkpoint -> RESULTS/coco/run_008/checkpoint-8000 |
| [12:57:02] Generating 16 validation images ... |
| [12:57:26] Validation step 8000: 16 images -> RESULTS/coco/run_008/validation/collage_step_0008000.png |
| 8050 | 0 | 0.264167 | 0.189980 | 8.47e-06 | 1:42:17 | 4:38:54 |
| 8100 | 0 | 0.008826 | 0.189281 | 8.45e-06 | 1:42:53 | 4:38:12 |
| 8150 | 0 | 0.307057 | 0.191310 | 8.43e-06 | 1:43:30 | 4:37:30 |
| 8200 | 0 | 0.232506 | 0.192030 | 8.41e-06 | 1:44:07 | 4:36:48 |
| 8250 | 0 | 0.084015 | 0.191210 | 8.39e-06 | 1:44:43 | 4:36:06 |
| 8300 | 0 | 0.269867 | 0.193747 | 8.37e-06 | 1:45:20 | 4:35:24 |
| 8350 | 0 | 0.074319 | 0.191540 | 8.35e-06 | 1:45:57 | 4:34:42 |
| 8400 | 0 | 0.245637 | 0.191517 | 8.33e-06 | 1:46:33 | 4:34:00 |
| 8450 | 0 | 0.087469 | 0.190569 | 8.31e-06 | 1:47:10 | 4:33:19 |
| 8500 | 0 | 0.065395 | 0.190827 | 8.29e-06 | 1:47:46 | 4:32:37 |
| 8550 | 0 | 0.217296 | 0.190560 | 8.27e-06 | 1:48:23 | 4:31:56 |
| 8600 | 0 | 0.380296 | 0.191900 | 8.25e-06 | 1:49:00 | 4:31:14 |
| 8650 | 0 | 0.102043 | 0.188632 | 8.23e-06 | 1:49:36 | 4:30:32 |
| 8700 | 0 | 0.137474 | 0.189645 | 8.21e-06 | 1:50:13 | 4:29:51 |
| 8750 | 0 | 0.009889 | 0.188467 | 8.19e-06 | 1:50:49 | 4:29:09 |
| 8800 | 0 | 0.046752 | 0.186550 | 8.17e-06 | 1:51:26 | 4:28:28 |
| 8850 | 0 | 0.239366 | 0.188885 | 8.15e-06 | 1:52:03 | 4:27:47 |
| 8900 | 0 | 0.029875 | 0.188783 | 8.13e-06 | 1:52:39 | 4:27:06 |
| 8950 | 0 | 0.003497 | 0.185189 | 8.11e-06 | 1:53:16 | 4:26:25 |
| 9000 | 0 | 0.045643 | 0.184697 | 8.09e-06 | 1:53:53 | 4:25:43 |
| [13:09:39] Generating 16 validation images ... |
| [13:10:03] Validation step 9000: 16 images -> RESULTS/coco/run_008/validation/collage_step_0009000.png |
| 9050 | 0 | 0.130880 | 0.184386 | 8.07e-06 | 1:54:53 | 4:25:58 |
| 9100 | 0 | 0.128057 | 0.184051 | 8.05e-06 | 1:55:30 | 4:25:17 |
| 9150 | 0 | 0.128084 | 0.183183 | 8.02e-06 | 1:56:06 | 4:24:35 |
| 9200 | 0 | 0.363756 | 0.185792 | 8.00e-06 | 1:56:43 | 4:23:54 |
| 9250 | 0 | 0.253798 | 0.187755 | 7.98e-06 | 1:57:20 | 4:23:12 |
| 9300 | 0 | 0.344736 | 0.188726 | 7.96e-06 | 1:57:56 | 4:22:31 |
| 9350 | 0 | 0.231720 | 0.190790 | 7.94e-06 | 1:58:33 | 4:21:50 |
| 9400 | 0 | 0.165465 | 0.189025 | 7.92e-06 | 1:59:10 | 4:21:09 |
| 9450 | 0 | 0.007467 | 0.186517 | 7.90e-06 | 1:59:46 | 4:20:28 |
| 9500 | 0 | 0.037821 | 0.181341 | 7.87e-06 | 2:00:23 | 4:19:47 |
| 9550 | 0 | 0.023064 | 0.176842 | 7.85e-06 | 2:00:59 | 4:19:06 |
| 9600 | 0 | 0.148616 | 0.174037 | 7.83e-06 | 2:01:36 | 4:18:25 |
| 9650 | 0 | 0.012229 | 0.173499 | 7.81e-06 | 2:02:13 | 4:17:44 |
| 9700 | 0 | 0.091877 | 0.170816 | 7.79e-06 | 2:02:49 | 4:17:03 |
| 9750 | 0 | 0.149984 | 0.169845 | 7.76e-06 | 2:03:26 | 4:16:22 |
| 9800 | 0 | 0.277914 | 0.168205 | 7.74e-06 | 2:04:03 | 4:15:41 |
| 9850 | 0 | 0.026800 | 0.166949 | 7.72e-06 | 2:04:39 | 4:15:01 |
| 9900 | 0 | 0.023537 | 0.166615 | 7.70e-06 | 2:05:16 | 4:14:20 |
| 9950 | 0 | 0.005996 | 0.162047 | 7.67e-06 | 2:05:53 | 4:13:40 |
| 10000 | 0 | 0.245747 | 0.164016 | 7.65e-06 | 2:06:29 | 4:12:59 |
| [13:22:22] Saved checkpoint -> RESULTS/coco/run_008/checkpoint-10000 |
| [13:22:23] Generating 16 validation images ... |
| [13:22:46] Validation step 10000: 16 images -> RESULTS/coco/run_008/validation/collage_step_0010000.png |
| 10050 | 0 | 0.366459 | 0.167398 | 7.63e-06 | 2:07:37 | 4:13:20 |
| 10100 | 0 | 0.257277 | 0.164328 | 7.61e-06 | 2:08:14 | 4:12:39 |
| 10150 | 0 | 0.172999 | 0.163757 | 7.58e-06 | 2:08:50 | 4:11:58 |
| 10200 | 0 | 0.385037 | 0.165371 | 7.56e-06 | 2:09:27 | 4:11:18 |
| 10250 | 0 | 0.262107 | 0.167908 | 7.54e-06 | 2:10:04 | 4:10:37 |
| 10300 | 0 | 0.184738 | 0.168152 | 7.52e-06 | 2:10:40 | 4:09:56 |
| 10350 | 0 | 0.014169 | 0.166744 | 7.49e-06 | 2:11:17 | 4:09:15 |
| 10400 | 0 | 0.149579 | 0.164733 | 7.47e-06 | 2:11:53 | 4:08:34 |
| 10450 | 0 | 0.561202 | 0.170101 | 7.45e-06 | 2:12:30 | 4:07:54 |
| 10500 | 0 | 0.018051 | 0.167750 | 7.42e-06 | 2:13:07 | 4:07:13 |
| 10550 | 0 | 0.200085 | 0.167371 | 7.40e-06 | 2:13:43 | 4:06:32 |
| 10600 | 0 | 0.096050 | 0.167988 | 7.38e-06 | 2:14:20 | 4:05:52 |
| 10650 | 0 | 0.043786 | 0.166265 | 7.35e-06 | 2:14:57 | 4:05:11 |
| 10700 | 0 | 0.062047 | 0.166866 | 7.33e-06 | 2:15:33 | 4:04:30 |
| 10750 | 0 | 0.191558 | 0.167025 | 7.31e-06 | 2:16:10 | 4:03:50 |
| 10800 | 0 | 0.023984 | 0.165381 | 7.28e-06 | 2:16:46 | 4:03:09 |
| 10850 | 0 | 0.346389 | 0.168832 | 7.26e-06 | 2:17:23 | 4:02:29 |
| 10900 | 0 | 0.031407 | 0.168200 | 7.23e-06 | 2:17:59 | 4:01:48 |
| 10950 | 0 | 0.058736 | 0.167549 | 7.21e-06 | 2:18:36 | 4:01:08 |
| 11000 | 0 | 0.061950 | 0.165111 | 7.19e-06 | 2:19:13 | 4:00:28 |
| [13:34:59] Generating 16 validation images ... |
| [13:35:22] Validation step 11000: 16 images -> RESULTS/coco/run_008/validation/collage_step_0011000.png |
| 11050 | 0 | 0.166223 | 0.159730 | 7.16e-06 | 2:20:13 | 4:00:28 |
| 11100 | 0 | 0.367778 | 0.162560 | 7.14e-06 | 2:20:49 | 3:59:47 |
| 11150 | 0 | 0.037054 | 0.159000 | 7.11e-06 | 2:21:26 | 3:59:07 |
| 11200 | 0 | 0.240383 | 0.159974 | 7.09e-06 | 2:22:03 | 3:58:26 |
| 11250 | 0 | 0.058949 | 0.158228 | 7.07e-06 | 2:22:39 | 3:57:46 |
| 11300 | 0 | 0.176339 | 0.159575 | 7.04e-06 | 2:23:16 | 3:57:05 |
| 11350 | 0 | 0.209310 | 0.161617 | 7.02e-06 | 2:23:53 | 3:56:25 |
| 11400 | 0 | 0.016194 | 0.161745 | 6.99e-06 | 2:24:29 | 3:55:45 |
| 11450 | 0 | 0.252763 | 0.164201 | 6.97e-06 | 2:25:06 | 3:55:05 |
| 11500 | 0 | 0.041964 | 0.163097 | 6.94e-06 | 2:25:42 | 3:54:24 |
| 11550 | 0 | 0.048564 | 0.162799 | 6.92e-06 | 2:26:19 | 3:53:44 |
| 11600 | 0 | 0.035629 | 0.159975 | 6.89e-06 | 2:26:56 | 3:53:04 |
| 11650 | 0 | 0.381767 | 0.162716 | 6.87e-06 | 2:27:32 | 3:52:24 |
| 11700 | 0 | 0.276784 | 0.163002 | 6.85e-06 | 2:28:09 | 3:51:44 |
| 11750 | 0 | 0.015694 | 0.162386 | 6.82e-06 | 2:28:46 | 3:51:04 |
| 11800 | 0 | 0.039037 | 0.160227 | 6.80e-06 | 2:29:23 | 3:50:24 |
| 11850 | 0 | 0.079309 | 0.159394 | 6.77e-06 | 2:29:59 | 3:49:44 |
| 11900 | 0 | 0.276177 | 0.159677 | 6.75e-06 | 2:30:36 | 3:49:04 |
| 11950 | 0 | 0.154190 | 0.158886 | 6.72e-06 | 2:31:13 | 3:48:24 |
| 12000 | 0 | 0.493903 | 0.162948 | 6.70e-06 | 2:31:49 | 3:47:44 |
| [13:47:45] Saved checkpoint -> RESULTS/coco/run_008/checkpoint-12000 |
| [13:47:47] Generating 16 validation images ... |
| [13:48:11] Validation step 12000: 16 images -> RESULTS/coco/run_008/validation/collage_step_0012000.png |
| 12050 | 0 | 0.052495 | 0.160537 | 6.67e-06 | 2:33:01 | 3:47:57 |
| 12100 | 0 | 0.083522 | 0.160445 | 6.65e-06 | 2:33:38 | 3:47:17 |
| 12150 | 0 | 0.209419 | 0.160349 | 6.62e-06 | 2:34:15 | 3:46:37 |
| 12200 | 0 | 0.310819 | 0.159296 | 6.60e-06 | 2:34:51 | 3:45:56 |
| 12250 | 0 | 0.222617 | 0.159512 | 6.57e-06 | 2:35:28 | 3:45:16 |
| 12300 | 0 | 0.210776 | 0.160910 | 6.55e-06 | 2:36:05 | 3:44:36 |
| 12350 | 0 | 0.255390 | 0.161598 | 6.52e-06 | 2:36:41 | 3:43:56 |
| 12400 | 0 | 0.379059 | 0.163473 | 6.49e-06 | 2:37:18 | 3:43:16 |
| 12450 | 0 | 0.239410 | 0.164901 | 6.47e-06 | 2:37:55 | 3:42:36 |
| 12500 | 0 | 0.150580 | 0.162989 | 6.44e-06 | 2:38:32 | 3:41:56 |
| 12550 | 0 | 0.064860 | 0.163070 | 6.42e-06 | 2:39:08 | 3:41:16 |
| 12600 | 0 | 0.017973 | 0.161366 | 6.39e-06 | 2:39:45 | 3:40:37 |
| 12650 | 0 | 0.001256 | 0.158394 | 6.37e-06 | 2:40:22 | 3:39:57 |
| 12700 | 0 | 0.158205 | 0.157898 | 6.34e-06 | 2:40:58 | 3:39:17 |
| 12750 | 0 | 0.179011 | 0.158999 | 6.32e-06 | 2:41:35 | 3:38:37 |
| 12800 | 0 | 0.047611 | 0.156626 | 6.29e-06 | 2:42:12 | 3:37:57 |
| 12850 | 0 | 0.061961 | 0.155162 | 6.26e-06 | 2:42:48 | 3:37:17 |
| 12900 | 0 | 0.015509 | 0.154557 | 6.24e-06 | 2:43:25 | 3:36:37 |
| 12950 | 0 | 0.055010 | 0.154796 | 6.21e-06 | 2:44:02 | 3:35:58 |
| 13000 | 0 | 0.002592 | 0.152226 | 6.19e-06 | 2:44:38 | 3:35:18 |
| [14:00:25] Generating 16 validation images ... |
| [14:00:48] Validation step 13000: 16 images -> RESULTS/coco/run_008/validation/collage_step_0013000.png |
| 13050 | 0 | 0.089401 | 0.150479 | 6.16e-06 | 2:45:38 | 3:35:09 |
| 13100 | 0 | 0.112059 | 0.151511 | 6.13e-06 | 2:46:15 | 3:34:29 |
| 13150 | 0 | 0.360106 | 0.152042 | 6.11e-06 | 2:46:52 | 3:33:49 |
| 13200 | 0 | 0.096637 | 0.150683 | 6.08e-06 | 2:47:29 | 3:33:09 |
| 13250 | 0 | 0.029664 | 0.150139 | 6.06e-06 | 2:48:05 | 3:32:30 |
| 13300 | 0 | 0.085495 | 0.148296 | 6.03e-06 | 2:48:42 | 3:31:50 |
| 13350 | 0 | 0.357593 | 0.151128 | 6.00e-06 | 2:49:19 | 3:31:10 |
| 13400 | 0 | 0.284983 | 0.151522 | 5.98e-06 | 2:49:55 | 3:30:30 |
| 13450 | 0 | 0.247584 | 0.153123 | 5.95e-06 | 2:50:32 | 3:29:51 |
| 13500 | 0 | 0.122433 | 0.153693 | 5.93e-06 | 2:51:09 | 3:29:11 |
| 13550 | 0 | 0.174261 | 0.153263 | 5.90e-06 | 2:51:46 | 3:28:31 |
| 13600 | 0 | 0.291852 | 0.152379 | 5.87e-06 | 2:52:22 | 3:27:52 |
| 13650 | 0 | 0.156173 | 0.152920 | 5.85e-06 | 2:52:59 | 3:27:12 |
| 13700 | 0 | 0.077582 | 0.152321 | 5.82e-06 | 2:53:36 | 3:26:33 |
| 13750 | 0 | 0.134825 | 0.153570 | 5.80e-06 | 2:54:13 | 3:25:53 |
| 13800 | 0 | 0.162965 | 0.154732 | 5.77e-06 | 2:54:49 | 3:25:14 |
| 13850 | 0 | 0.107103 | 0.153410 | 5.74e-06 | 2:55:26 | 3:24:34 |
| 13900 | 0 | 0.227023 | 0.155381 | 5.72e-06 | 2:56:03 | 3:23:55 |
| 13950 | 0 | 0.275048 | 0.158097 | 5.69e-06 | 2:56:39 | 3:23:15 |
| 14000 | 0 | 0.329422 | 0.160935 | 5.66e-06 | 2:57:16 | 3:22:36 |
| [14:13:11] Saved checkpoint -> RESULTS/coco/run_008/checkpoint-14000 |
| [14:13:12] Generating 16 validation images ... |
| [14:13:36] Validation step 14000: 16 images -> RESULTS/coco/run_008/validation/collage_step_0014000.png |
| 14050 | 0 | 0.257163 | 0.162197 | 5.64e-06 | 2:58:27 | 3:22:35 |
| 14100 | 0 | 0.109400 | 0.162011 | 5.61e-06 | 2:59:03 | 3:21:55 |
| 14150 | 0 | 0.137157 | 0.162102 | 5.58e-06 | 2:59:40 | 3:21:15 |
| 14200 | 0 | 0.315573 | 0.161620 | 5.56e-06 | 3:00:17 | 3:20:35 |
| 14250 | 0 | 0.177411 | 0.160856 | 5.53e-06 | 3:00:53 | 3:19:56 |
| 14300 | 0 | 0.231501 | 0.159723 | 5.50e-06 | 3:01:30 | 3:19:16 |
| 14350 | 0 | 0.631961 | 0.163726 | 5.48e-06 | 3:02:07 | 3:18:37 |
| 14400 | 0 | 0.190529 | 0.163977 | 5.45e-06 | 3:02:43 | 3:17:57 |
| 14450 | 0 | 0.021966 | 0.164122 | 5.43e-06 | 3:03:20 | 3:17:17 |
| 14500 | 0 | 0.163068 | 0.165374 | 5.40e-06 | 3:03:57 | 3:16:38 |
| 14550 | 0 | 0.124896 | 0.166392 | 5.37e-06 | 3:04:33 | 3:15:58 |
| 14600 | 0 | 0.301444 | 0.167921 | 5.35e-06 | 3:05:10 | 3:15:19 |
| 14650 | 0 | 0.372579 | 0.171524 | 5.32e-06 | 3:05:47 | 3:14:39 |
| 14700 | 0 | 0.390914 | 0.174514 | 5.29e-06 | 3:06:23 | 3:14:00 |
| 14750 | 0 | 0.302455 | 0.176039 | 5.27e-06 | 3:07:00 | 3:13:20 |
| 14800 | 0 | 0.139816 | 0.174658 | 5.24e-06 | 3:07:37 | 3:12:41 |
| 14850 | 0 | 0.029227 | 0.174682 | 5.21e-06 | 3:08:13 | 3:12:01 |
| 14900 | 0 | 0.288151 | 0.177329 | 5.19e-06 | 3:08:50 | 3:11:22 |
| 14950 | 0 | 0.044438 | 0.177713 | 5.16e-06 | 3:09:27 | 3:10:43 |
| 15000 | 0 | 0.117715 | 0.176433 | 5.13e-06 | 3:10:03 | 3:10:03 |
| [14:25:50] Generating 16 validation images ... |
| [14:26:13] Validation step 15000: 16 images -> RESULTS/coco/run_008/validation/collage_step_0015000.png |
| 15050 | 0 | 0.390831 | 0.176676 | 5.11e-06 | 3:11:04 | 3:09:47 |
| 15100 | 0 | 0.033068 | 0.174434 | 5.08e-06 | 3:11:40 | 3:09:08 |
| 15150 | 0 | 0.032363 | 0.173028 | 5.05e-06 | 3:12:17 | 3:08:28 |
| 15200 | 0 | 0.143954 | 0.170617 | 5.03e-06 | 3:12:53 | 3:07:49 |
| 15250 | 0 | 0.002739 | 0.168023 | 5.00e-06 | 3:13:30 | 3:07:09 |
| 15300 | 0 | 0.200069 | 0.168177 | 4.97e-06 | 3:14:07 | 3:06:30 |
| 15350 | 0 | 0.066577 | 0.168701 | 4.95e-06 | 3:14:43 | 3:05:51 |
| 15400 | 0 | 0.058023 | 0.167785 | 4.92e-06 | 3:15:20 | 3:05:11 |
| 15450 | 0 | 0.124233 | 0.163416 | 4.89e-06 | 3:15:57 | 3:04:32 |
| 15500 | 0 | 0.057585 | 0.163811 | 4.87e-06 | 3:16:33 | 3:03:52 |
| 15550 | 0 | 0.366360 | 0.165474 | 4.84e-06 | 3:17:10 | 3:03:13 |
| 15600 | 0 | 0.195153 | 0.166465 | 4.81e-06 | 3:17:46 | 3:02:34 |
| 15650 | 0 | 0.222993 | 0.168257 | 4.79e-06 | 3:18:23 | 3:01:54 |
| 15700 | 0 | 0.217766 | 0.169814 | 4.76e-06 | 3:19:00 | 3:01:15 |
| 15750 | 0 | 0.042771 | 0.168326 | 4.73e-06 | 3:19:36 | 3:00:36 |
| 15800 | 0 | 0.220265 | 0.170289 | 4.71e-06 | 3:20:13 | 2:59:57 |
| 15850 | 0 | 0.052060 | 0.167346 | 4.68e-06 | 3:20:50 | 2:59:17 |
| 15900 | 0 | 0.204385 | 0.169075 | 4.65e-06 | 3:21:26 | 2:58:38 |
| 15950 | 0 | 0.087145 | 0.169359 | 4.63e-06 | 3:22:03 | 2:57:59 |
| 16000 | 0 | 0.173179 | 0.170472 | 4.60e-06 | 3:22:39 | 2:57:19 |
| [14:38:31] Saved checkpoint -> RESULTS/coco/run_008/checkpoint-16000 |
| [14:38:33] Generating 16 validation images ... |
| [14:38:56] Validation step 16000: 16 images -> RESULTS/coco/run_008/validation/collage_step_0016000.png |
| 16050 | 0 | 0.344546 | 0.172255 | 4.57e-06 | 3:23:46 | 2:57:07 |
| 16100 | 0 | 0.175809 | 0.170335 | 4.55e-06 | 3:24:23 | 2:56:27 |
| 16150 | 0 | 0.107671 | 0.171042 | 4.52e-06 | 3:24:59 | 2:55:48 |
| 16200 | 0 | 0.272827 | 0.171366 | 4.50e-06 | 3:25:36 | 2:55:08 |
| 16250 | 0 | 0.376802 | 0.174544 | 4.47e-06 | 3:26:13 | 2:54:29 |
| 16300 | 0 | 0.217645 | 0.174958 | 4.44e-06 | 3:26:49 | 2:53:50 |
| 16350 | 0 | 0.180678 | 0.174671 | 4.42e-06 | 3:27:26 | 2:53:11 |
| 16400 | 0 | 0.018524 | 0.174695 | 4.39e-06 | 3:28:03 | 2:52:31 |
| 16450 | 0 | 0.170832 | 0.173875 | 4.36e-06 | 3:28:39 | 2:51:52 |
| 16500 | 0 | 0.178127 | 0.175237 | 4.34e-06 | 3:29:16 | 2:51:13 |
| 16550 | 0 | 0.020592 | 0.174957 | 4.31e-06 | 3:29:53 | 2:50:34 |
| 16600 | 0 | 0.294656 | 0.177547 | 4.28e-06 | 3:30:29 | 2:49:55 |
| 16650 | 0 | 0.157768 | 0.175307 | 4.26e-06 | 3:31:06 | 2:49:15 |
| 16700 | 0 | 0.020885 | 0.172748 | 4.23e-06 | 3:31:43 | 2:48:36 |
| 16750 | 0 | 0.712863 | 0.179720 | 4.20e-06 | 3:32:19 | 2:47:57 |
| 16800 | 0 | 0.004777 | 0.179378 | 4.18e-06 | 3:32:56 | 2:47:18 |
| 16850 | 0 | 0.016190 | 0.178746 | 4.15e-06 | 3:33:32 | 2:46:39 |
| 16900 | 0 | 0.158410 | 0.177569 | 4.13e-06 | 3:34:09 | 2:46:00 |
| 16950 | 0 | 0.043753 | 0.176464 | 4.10e-06 | 3:34:46 | 2:45:21 |
| 17000 | 0 | 0.190660 | 0.173432 | 4.07e-06 | 3:35:22 | 2:44:42 |
| [14:51:09] Generating 16 validation images ... |
| [14:51:32] Validation step 17000: 16 images -> RESULTS/coco/run_008/validation/collage_step_0017000.png |
| 17050 | 0 | 0.267921 | 0.175586 | 4.05e-06 | 3:36:23 | 2:44:21 |
| 17100 | 0 | 0.047914 | 0.175230 | 4.02e-06 | 3:37:00 | 2:43:42 |
| 17150 | 0 | 0.090856 | 0.174044 | 4.00e-06 | 3:37:36 | 2:43:03 |
| 17200 | 0 | 0.116105 | 0.172097 | 3.97e-06 | 3:38:13 | 2:42:23 |
| 17250 | 0 | 0.066076 | 0.170532 | 3.94e-06 | 3:38:50 | 2:41:44 |
| 17300 | 0 | 0.509285 | 0.173517 | 3.92e-06 | 3:39:26 | 2:41:05 |
| 17350 | 0 | 0.184931 | 0.172812 | 3.89e-06 | 3:40:03 | 2:40:26 |
| 17400 | 0 | 0.469662 | 0.173718 | 3.87e-06 | 3:40:39 | 2:39:47 |
| 17450 | 0 | 0.247737 | 0.173802 | 3.84e-06 | 3:41:16 | 2:39:08 |
| 17500 | 0 | 0.030932 | 0.172605 | 3.81e-06 | 3:41:53 | 2:38:29 |
| 17550 | 0 | 0.293648 | 0.174893 | 3.79e-06 | 3:42:29 | 2:37:50 |
| 17600 | 0 | 0.070922 | 0.175423 | 3.76e-06 | 3:43:06 | 2:37:11 |
| 17650 | 0 | 0.037486 | 0.175785 | 3.74e-06 | 3:43:43 | 2:36:32 |
| 17700 | 0 | 0.084981 | 0.175053 | 3.71e-06 | 3:44:19 | 2:35:53 |
| 17750 | 0 | 0.239616 | 0.175659 | 3.68e-06 | 3:44:56 | 2:35:14 |
| 17800 | 0 | 0.236094 | 0.177543 | 3.66e-06 | 3:45:32 | 2:34:35 |
| 17850 | 0 | 0.034713 | 0.177271 | 3.63e-06 | 3:46:09 | 2:33:56 |
| 17900 | 0 | 0.016270 | 0.177279 | 3.61e-06 | 3:46:46 | 2:33:17 |
| 17950 | 0 | 0.002039 | 0.176749 | 3.58e-06 | 3:47:22 | 2:32:38 |
| 18000 | 0 | 0.001314 | 0.176736 | 3.56e-06 | 3:47:59 | 2:31:59 |
| [15:03:55] Saved checkpoint -> RESULTS/coco/run_008/checkpoint-18000 |
| [15:03:57] Generating 16 validation images ... |
| [15:04:21] Validation step 18000: 16 images -> RESULTS/coco/run_008/validation/collage_step_0018000.png |
| 18050 | 0 | 0.026179 | 0.176104 | 3.53e-06 | 3:49:11 | 2:31:44 |
| 18100 | 0 | 0.081627 | 0.175800 | 3.51e-06 | 3:49:48 | 2:31:05 |
| 18150 | 0 | 0.173506 | 0.173934 | 3.48e-06 | 3:50:24 | 2:30:26 |
| 18200 | 0 | 0.010357 | 0.173071 | 3.45e-06 | 3:51:01 | 2:29:47 |
| 18250 | 0 | 0.394370 | 0.176718 | 3.43e-06 | 3:51:38 | 2:29:08 |
| 18300 | 0 | 0.419038 | 0.180053 | 3.40e-06 | 3:52:14 | 2:28:29 |
| 18350 | 0 | 0.000933 | 0.176487 | 3.38e-06 | 3:52:51 | 2:27:50 |
| 18400 | 0 | 0.317625 | 0.176813 | 3.35e-06 | 3:53:28 | 2:27:11 |
| 18450 | 0 | 0.047849 | 0.174816 | 3.33e-06 | 3:54:04 | 2:26:32 |
| 18500 | 0 | 0.082225 | 0.174414 | 3.30e-06 | 3:54:41 | 2:25:53 |
| 18550 | 0 | 0.152227 | 0.174193 | 3.28e-06 | 3:55:17 | 2:25:14 |
| 18600 | 0 | 0.140522 | 0.172680 | 3.25e-06 | 3:55:54 | 2:24:35 |
| 18650 | 0 | 0.140430 | 0.172523 | 3.23e-06 | 3:56:31 | 2:23:56 |
| 18700 | 0 | 0.337726 | 0.175124 | 3.20e-06 | 3:57:07 | 2:23:17 |
| 18750 | 0 | 0.178065 | 0.175556 | 3.18e-06 | 3:57:44 | 2:22:38 |
| 18800 | 0 | 0.086344 | 0.174790 | 3.15e-06 | 3:58:20 | 2:21:59 |
| 18850 | 0 | 0.201994 | 0.175739 | 3.13e-06 | 3:58:57 | 2:21:20 |
| 18900 | 0 | 0.123485 | 0.174704 | 3.11e-06 | 3:59:33 | 2:20:41 |
| 18950 | 0 | 0.330264 | 0.175256 | 3.08e-06 | 4:00:10 | 2:20:02 |
| 19000 | 0 | 0.265895 | 0.174621 | 3.06e-06 | 4:00:47 | 2:19:24 |
| [15:16:33] Generating 16 validation images ... |
| [15:16:56] Validation step 19000: 16 images -> RESULTS/coco/run_008/validation/collage_step_0019000.png |
| 19050 | 0 | 0.134227 | 0.173391 | 3.03e-06 | 4:01:47 | 2:18:58 |
| 19100 | 0 | 0.176515 | 0.174062 | 3.01e-06 | 4:02:23 | 2:18:19 |
| 19150 | 0 | 0.011499 | 0.172806 | 2.98e-06 | 4:03:00 | 2:17:41 |
| 19200 | 0 | 0.175586 | 0.171406 | 2.96e-06 | 4:03:37 | 2:17:02 |
| 19250 | 0 | 0.059427 | 0.170226 | 2.93e-06 | 4:04:13 | 2:16:23 |
| 19300 | 0 | 0.002648 | 0.167938 | 2.91e-06 | 4:04:50 | 2:15:44 |
| 19350 | 0 | 0.176733 | 0.163385 | 2.89e-06 | 4:05:26 | 2:15:05 |
| 19400 | 0 | 0.036597 | 0.161846 | 2.86e-06 | 4:06:03 | 2:14:26 |
| 19450 | 0 | 0.115011 | 0.162776 | 2.84e-06 | 4:06:40 | 2:13:47 |
| 19500 | 0 | 0.089262 | 0.162038 | 2.81e-06 | 4:07:16 | 2:13:08 |
| 19550 | 0 | 0.248936 | 0.163279 | 2.79e-06 | 4:07:53 | 2:12:30 |
| 19600 | 0 | 0.254542 | 0.162810 | 2.77e-06 | 4:08:29 | 2:11:51 |
| 19650 | 0 | 0.318272 | 0.162267 | 2.74e-06 | 4:09:06 | 2:11:12 |
| 19700 | 0 | 0.111948 | 0.159477 | 2.72e-06 | 4:09:42 | 2:10:33 |
| 19750 | 0 | 0.100949 | 0.157462 | 2.69e-06 | 4:10:19 | 2:09:54 |
| 19800 | 0 | 0.312712 | 0.159191 | 2.67e-06 | 4:10:55 | 2:09:16 |
| 19850 | 0 | 0.080652 | 0.159705 | 2.65e-06 | 4:11:32 | 2:08:37 |
| 19900 | 0 | 0.229736 | 0.159121 | 2.62e-06 | 4:12:09 | 2:07:58 |
| 19950 | 0 | 0.103177 | 0.159708 | 2.60e-06 | 4:12:45 | 2:07:19 |
| 20000 | 0 | 0.089279 | 0.159424 | 2.58e-06 | 4:13:22 | 2:06:41 |
| [15:29:14] Saved checkpoint -> RESULTS/coco/run_008/checkpoint-20000 |
| [15:29:15] Generating 16 validation images ... |
| [15:29:39] Validation step 20000: 16 images -> RESULTS/coco/run_008/validation/collage_step_0020000.png |
| 20050 | 0 | 0.267783 | 0.158194 | 2.55e-06 | 4:14:29 | 2:06:17 |
| 20100 | 0 | 0.068199 | 0.158545 | 2.53e-06 | 4:15:06 | 2:05:38 |
| 20150 | 0 | 0.333607 | 0.161557 | 2.51e-06 | 4:15:42 | 2:04:59 |
| 20200 | 0 | 0.047714 | 0.160595 | 2.48e-06 | 4:16:19 | 2:04:21 |
| 20250 | 0 | 0.454800 | 0.165116 | 2.46e-06 | 4:16:55 | 2:03:42 |
| 20300 | 0 | 0.066352 | 0.163778 | 2.44e-06 | 4:17:32 | 2:03:03 |
| 20350 | 0 | 0.286503 | 0.165978 | 2.42e-06 | 4:18:08 | 2:02:24 |
| 20400 | 0 | 0.201167 | 0.167409 | 2.39e-06 | 4:18:45 | 2:01:46 |
| 20450 | 0 | 0.462825 | 0.170795 | 2.37e-06 | 4:19:22 | 2:01:07 |
| 20500 | 0 | 0.047984 | 0.170699 | 2.35e-06 | 4:19:58 | 2:00:28 |
| 20550 | 0 | 0.173229 | 0.168768 | 2.33e-06 | 4:20:35 | 1:59:49 |
| 20600 | 0 | 0.241768 | 0.169234 | 2.30e-06 | 4:21:11 | 1:59:11 |
| 20650 | 0 | 0.075733 | 0.167761 | 2.28e-06 | 4:21:48 | 1:58:32 |
| 20700 | 0 | 0.193861 | 0.167522 | 2.26e-06 | 4:22:25 | 1:57:53 |
| 20750 | 0 | 0.242982 | 0.169524 | 2.24e-06 | 4:23:01 | 1:57:15 |
| 20800 | 0 | 0.143833 | 0.168760 | 2.21e-06 | 4:23:38 | 1:56:36 |
| 20850 | 0 | 0.272902 | 0.170968 | 2.19e-06 | 4:24:14 | 1:55:57 |
| 20900 | 0 | 0.014757 | 0.169072 | 2.17e-06 | 4:24:51 | 1:55:19 |
| 20950 | 0 | 0.026204 | 0.168463 | 2.15e-06 | 4:25:28 | 1:54:40 |
| 21000 | 0 | 0.071012 | 0.167441 | 2.13e-06 | 4:26:04 | 1:54:02 |
| [15:41:51] Generating 16 validation images ... |
| [15:42:15] Validation step 21000: 16 images -> RESULTS/coco/run_008/validation/collage_step_0021000.png |
| 21050 | 0 | 0.071384 | 0.164709 | 2.10e-06 | 4:27:05 | 1:53:33 |
| 21100 | 0 | 0.147111 | 0.164422 | 2.08e-06 | 4:27:42 | 1:52:55 |
| 21150 | 0 | 0.100975 | 0.164355 | 2.06e-06 | 4:28:18 | 1:52:16 |
| 21200 | 0 | 0.016661 | 0.161794 | 2.04e-06 | 4:28:55 | 1:51:37 |
| 21250 | 0 | 0.253249 | 0.160558 | 2.02e-06 | 4:29:31 | 1:50:58 |
| 21300 | 0 | 0.041503 | 0.158797 | 2.00e-06 | 4:30:08 | 1:50:20 |
| 21350 | 0 | 0.219545 | 0.159186 | 1.98e-06 | 4:30:44 | 1:49:41 |
| 21400 | 0 | 0.201021 | 0.161011 | 1.95e-06 | 4:31:21 | 1:49:03 |
| 21450 | 0 | 0.081074 | 0.160113 | 1.93e-06 | 4:31:58 | 1:48:24 |
| 21500 | 0 | 0.214068 | 0.160472 | 1.91e-06 | 4:32:34 | 1:47:45 |
| 21550 | 0 | 0.069973 | 0.160966 | 1.89e-06 | 4:33:11 | 1:47:07 |
| 21600 | 0 | 0.182063 | 0.159840 | 1.87e-06 | 4:33:47 | 1:46:28 |
| 21650 | 0 | 0.212176 | 0.160384 | 1.85e-06 | 4:34:24 | 1:45:50 |
| 21700 | 0 | 0.117495 | 0.161350 | 1.83e-06 | 4:35:01 | 1:45:11 |
| 21750 | 0 | 0.355681 | 0.157779 | 1.81e-06 | 4:35:37 | 1:44:32 |
| 21800 | 0 | 0.039529 | 0.158126 | 1.79e-06 | 4:36:14 | 1:43:54 |
| 21850 | 0 | 0.197630 | 0.159940 | 1.77e-06 | 4:36:51 | 1:43:15 |
| 21900 | 0 | 0.142644 | 0.159783 | 1.75e-06 | 4:37:27 | 1:42:37 |
| 21950 | 0 | 0.100383 | 0.160349 | 1.73e-06 | 4:38:04 | 1:41:58 |
| 22000 | 0 | 0.090448 | 0.159347 | 1.71e-06 | 4:38:41 | 1:41:20 |
| [15:54:35] Saved checkpoint -> RESULTS/coco/run_008/checkpoint-22000 |
| [15:54:37] Generating 16 validation images ... |
| [15:55:00] Validation step 22000: 16 images -> RESULTS/coco/run_008/validation/collage_step_0022000.png |
| 22050 | 0 | 0.326699 | 0.159935 | 1.69e-06 | 4:39:50 | 1:40:53 |
| 22100 | 0 | 0.268565 | 0.162141 | 1.67e-06 | 4:40:27 | 1:40:15 |
| 22150 | 0 | 0.247747 | 0.163710 | 1.65e-06 | 4:41:04 | 1:39:36 |
| 22200 | 0 | 0.051124 | 0.163060 | 1.63e-06 | 4:41:40 | 1:38:58 |
| 22250 | 0 | 0.248621 | 0.164886 | 1.61e-06 | 4:42:17 | 1:38:19 |
| 22300 | 0 | 0.086148 | 0.160654 | 1.59e-06 | 4:42:54 | 1:37:41 |
| 22350 | 0 | 0.072811 | 0.159533 | 1.57e-06 | 4:43:30 | 1:37:02 |
| 22400 | 0 | 0.015248 | 0.154989 | 1.55e-06 | 4:44:07 | 1:36:23 |
| 22450 | 0 | 0.046827 | 0.152980 | 1.53e-06 | 4:44:44 | 1:35:45 |
| 22500 | 0 | 0.254163 | 0.155212 | 1.51e-06 | 4:45:20 | 1:35:06 |
| 22550 | 0 | 0.180752 | 0.154083 | 1.49e-06 | 4:45:57 | 1:34:28 |
| 22600 | 0 | 0.075050 | 0.154125 | 1.47e-06 | 4:46:33 | 1:33:49 |
| 22650 | 0 | 0.283055 | 0.156580 | 1.46e-06 | 4:47:10 | 1:33:11 |
| 22700 | 0 | 0.294367 | 0.158674 | 1.44e-06 | 4:47:47 | 1:32:32 |
| 22750 | 0 | 0.110671 | 0.157385 | 1.42e-06 | 4:48:23 | 1:31:54 |
| 22800 | 0 | 0.349236 | 0.158516 | 1.40e-06 | 4:49:00 | 1:31:15 |
| 22850 | 0 | 0.020068 | 0.158370 | 1.38e-06 | 4:49:37 | 1:30:37 |
| 22900 | 0 | 0.050844 | 0.158715 | 1.36e-06 | 4:50:13 | 1:29:59 |
| 22950 | 0 | 0.041935 | 0.159114 | 1.34e-06 | 4:50:50 | 1:29:20 |
| 23000 | 0 | 0.303782 | 0.162139 | 1.33e-06 | 4:51:27 | 1:28:42 |
| [16:07:13] Generating 16 validation images ... |
| [16:07:36] Validation step 23000: 16 images -> RESULTS/coco/run_008/validation/collage_step_0023000.png |
| 23050 | 0 | 0.117514 | 0.163052 | 1.31e-06 | 4:52:27 | 1:28:10 |
| 23100 | 0 | 0.261148 | 0.164848 | 1.29e-06 | 4:53:03 | 1:27:32 |
| 23150 | 0 | 0.236569 | 0.165478 | 1.27e-06 | 4:53:40 | 1:26:53 |
| 23200 | 0 | 0.078351 | 0.166158 | 1.25e-06 | 4:54:17 | 1:26:15 |
| 23250 | 0 | 0.021316 | 0.162428 | 1.24e-06 | 4:54:53 | 1:25:36 |
| 23300 | 0 | 0.159701 | 0.159834 | 1.22e-06 | 4:55:30 | 1:24:58 |
| 23350 | 0 | 0.124594 | 0.161071 | 1.20e-06 | 4:56:07 | 1:24:20 |
| 23400 | 0 | 0.359261 | 0.161487 | 1.19e-06 | 4:56:43 | 1:23:41 |
| 23450 | 0 | 0.258698 | 0.163596 | 1.17e-06 | 4:57:20 | 1:23:03 |
| 23500 | 0 | 0.169099 | 0.164465 | 1.15e-06 | 4:57:57 | 1:22:24 |
| 23550 | 0 | 0.137913 | 0.164321 | 1.13e-06 | 4:58:33 | 1:21:46 |
| 23600 | 0 | 0.078698 | 0.163703 | 1.12e-06 | 4:59:10 | 1:21:07 |
| 23650 | 0 | 0.145969 | 0.163759 | 1.10e-06 | 4:59:47 | 1:20:29 |
| 23700 | 0 | 0.099370 | 0.161375 | 1.08e-06 | 5:00:23 | 1:19:51 |
| 23750 | 0 | 0.012047 | 0.159715 | 1.07e-06 | 5:01:00 | 1:19:12 |
| 23800 | 0 | 0.282879 | 0.161680 | 1.05e-06 | 5:01:36 | 1:18:34 |
| 23850 | 0 | 0.039083 | 0.160051 | 1.03e-06 | 5:02:13 | 1:17:55 |
| 23900 | 0 | 0.119250 | 0.160009 | 1.02e-06 | 5:02:50 | 1:17:17 |
| 23950 | 0 | 0.407900 | 0.160785 | 1.00e-06 | 5:03:26 | 1:16:39 |
| 24000 | 0 | 0.217709 | 0.160303 | 9.86e-07 | 5:04:03 | 1:16:00 |
| [16:19:58] Saved checkpoint -> RESULTS/coco/run_008/checkpoint-24000 |
| [16:20:00] Generating 16 validation images ... |
| [16:20:24] Validation step 24000: 16 images -> RESULTS/coco/run_008/validation/collage_step_0024000.png |
| 24050 | 0 | 0.203569 | 0.160997 | 9.71e-07 | 5:05:14 | 1:15:31 |
| 24100 | 0 | 0.454568 | 0.163777 | 9.55e-07 | 5:05:51 | 1:14:52 |
| 24150 | 0 | 0.360366 | 0.167266 | 9.39e-07 | 5:06:27 | 1:14:14 |
| 24200 | 0 | 0.124449 | 0.166754 | 9.24e-07 | 5:07:04 | 1:13:35 |
| 24250 | 0 | 0.345619 | 0.169616 | 9.08e-07 | 5:07:41 | 1:12:57 |
| 24300 | 0 | 0.118890 | 0.170779 | 8.93e-07 | 5:08:17 | 1:12:18 |
| 24350 | 0 | 0.163665 | 0.170648 | 8.78e-07 | 5:08:54 | 1:11:40 |
| 24400 | 0 | 0.251269 | 0.172795 | 8.63e-07 | 5:09:30 | 1:11:02 |
| 24450 | 0 | 0.054120 | 0.172186 | 8.48e-07 | 5:10:07 | 1:10:23 |
| 24500 | 0 | 0.382858 | 0.175122 | 8.33e-07 | 5:10:44 | 1:09:45 |
| 24550 | 0 | 0.228365 | 0.174916 | 8.19e-07 | 5:11:20 | 1:09:07 |
| 24600 | 0 | 0.365258 | 0.176023 | 8.04e-07 | 5:11:57 | 1:08:28 |
| 24650 | 0 | 0.002962 | 0.172870 | 7.90e-07 | 5:12:34 | 1:07:50 |
| 24700 | 0 | 0.020026 | 0.171951 | 7.76e-07 | 5:13:10 | 1:07:12 |
| 24750 | 0 | 0.153769 | 0.172479 | 7.61e-07 | 5:13:47 | 1:06:33 |
| 24800 | 0 | 0.169868 | 0.171051 | 7.47e-07 | 5:14:24 | 1:05:55 |
| 24850 | 0 | 0.022116 | 0.170465 | 7.33e-07 | 5:15:00 | 1:05:17 |
| 24900 | 0 | 0.051936 | 0.168687 | 7.20e-07 | 5:15:37 | 1:04:38 |
| 24950 | 0 | 0.072319 | 0.168379 | 7.06e-07 | 5:16:14 | 1:04:00 |
| 25000 | 0 | 0.078196 | 0.168268 | 6.92e-07 | 5:16:50 | 1:03:22 |
| [16:32:37] Generating 16 validation images ... |
| [16:33:01] Validation step 25000: 16 images -> RESULTS/coco/run_008/validation/collage_step_0025000.png |
| 25050 | 0 | 0.236529 | 0.167955 | 6.79e-07 | 5:17:52 | 1:02:48 |
| 25100 | 0 | 0.280299 | 0.170076 | 6.65e-07 | 5:18:28 | 1:02:10 |
| 25150 | 0 | 0.033377 | 0.167074 | 6.52e-07 | 5:19:05 | 1:01:32 |
| 25200 | 0 | 0.098523 | 0.167582 | 6.39e-07 | 5:19:42 | 1:00:53 |
| 25250 | 0 | 0.058783 | 0.163622 | 6.26e-07 | 5:20:18 | 1:00:15 |
| 25300 | 0 | 0.073006 | 0.163689 | 6.13e-07 | 5:20:55 | 0:59:37 |
| 25350 | 0 | 0.384422 | 0.164668 | 6.01e-07 | 5:21:32 | 0:58:58 |
| 25400 | 0 | 0.236722 | 0.165023 | 5.88e-07 | 5:22:08 | 0:58:20 |
| 25450 | 0 | 0.299077 | 0.163386 | 5.76e-07 | 5:22:45 | 0:57:42 |
| 25500 | 0 | 0.078541 | 0.163691 | 5.63e-07 | 5:23:22 | 0:57:03 |
| 25550 | 0 | 0.054948 | 0.162509 | 5.51e-07 | 5:23:58 | 0:56:25 |
| 25600 | 0 | 0.037886 | 0.160470 | 5.39e-07 | 5:24:35 | 0:55:47 |
| 25650 | 0 | 0.248085 | 0.162193 | 5.27e-07 | 5:25:12 | 0:55:09 |
| 25700 | 0 | 0.138755 | 0.161642 | 5.15e-07 | 5:25:48 | 0:54:30 |
| 25750 | 0 | 0.132192 | 0.160534 | 5.03e-07 | 5:26:25 | 0:53:52 |
| 25800 | 0 | 0.138568 | 0.160482 | 4.92e-07 | 5:27:02 | 0:53:14 |
| 25850 | 0 | 0.394675 | 0.161699 | 4.80e-07 | 5:27:38 | 0:52:36 |
| 25900 | 0 | 0.378275 | 0.165335 | 4.69e-07 | 5:28:15 | 0:51:57 |
| 25950 | 0 | 0.169963 | 0.166772 | 4.58e-07 | 5:28:52 | 0:51:19 |
| 26000 | 0 | 0.008490 | 0.166147 | 4.47e-07 | 5:29:28 | 0:50:41 |
| [16:45:24] Saved checkpoint -> RESULTS/coco/run_008/checkpoint-26000 |
| [16:45:25] Generating 16 validation images ... |
| [16:45:49] Validation step 26000: 16 images -> RESULTS/coco/run_008/validation/collage_step_0026000.png |
| 26050 | 0 | 0.284415 | 0.168277 | 4.36e-07 | 5:30:39 | 0:50:08 |
| 26100 | 0 | 0.048016 | 0.167286 | 4.25e-07 | 5:31:16 | 0:49:30 |
| 26150 | 0 | 0.351097 | 0.169788 | 4.14e-07 | 5:31:52 | 0:48:51 |
| 26200 | 0 | 0.252704 | 0.172148 | 4.04e-07 | 5:32:29 | 0:48:13 |
| 26250 | 0 | 0.017071 | 0.169786 | 3.93e-07 | 5:33:06 | 0:47:35 |
| 26300 | 0 | 0.209296 | 0.171464 | 3.83e-07 | 5:33:42 | 0:46:56 |
| 26350 | 0 | 0.323323 | 0.172502 | 3.73e-07 | 5:34:19 | 0:46:18 |
| 26400 | 0 | 0.406524 | 0.174557 | 3.63e-07 | 5:34:56 | 0:45:40 |
| 26450 | 0 | 0.074912 | 0.174495 | 3.53e-07 | 5:35:32 | 0:45:02 |
| 26500 | 0 | 0.009257 | 0.172447 | 3.43e-07 | 5:36:09 | 0:44:23 |
| 26550 | 0 | 0.236752 | 0.174115 | 3.34e-07 | 5:36:46 | 0:43:45 |
| 26600 | 0 | 0.098891 | 0.173283 | 3.24e-07 | 5:37:22 | 0:43:07 |
| 26650 | 0 | 0.171869 | 0.172880 | 3.15e-07 | 5:37:59 | 0:42:29 |
| 26700 | 0 | 0.130845 | 0.173014 | 3.06e-07 | 5:38:36 | 0:41:50 |
| 26750 | 0 | 0.034044 | 0.169797 | 2.96e-07 | 5:39:12 | 0:41:12 |
| 26800 | 0 | 0.017578 | 0.169578 | 2.88e-07 | 5:39:49 | 0:40:34 |
| 26850 | 0 | 0.327290 | 0.170874 | 2.79e-07 | 5:40:25 | 0:39:56 |
| 26900 | 0 | 0.107388 | 0.170522 | 2.70e-07 | 5:41:02 | 0:39:18 |
| 26950 | 0 | 0.027095 | 0.169789 | 2.61e-07 | 5:41:39 | 0:38:39 |
| 27000 | 0 | 0.178567 | 0.170670 | 2.53e-07 | 5:42:15 | 0:38:01 |
| [16:58:02] Generating 16 validation images ... |
| [16:58:25] Validation step 27000: 16 images -> RESULTS/coco/run_008/validation/collage_step_0027000.png |
| 27050 | 0 | 0.009650 | 0.167500 | 2.45e-07 | 5:43:16 | 0:37:26 |
| 27100 | 0 | 0.378798 | 0.168602 | 2.37e-07 | 5:43:52 | 0:36:47 |
| 27150 | 0 | 0.100289 | 0.167127 | 2.29e-07 | 5:44:29 | 0:36:09 |
| 27200 | 0 | 0.014930 | 0.166765 | 2.21e-07 | 5:45:05 | 0:35:31 |
| 27250 | 0 | 0.160715 | 0.165886 | 2.13e-07 | 5:45:42 | 0:34:53 |
| 27300 | 0 | 0.316271 | 0.168188 | 2.05e-07 | 5:46:19 | 0:34:15 |
| 27350 | 0 | 0.179601 | 0.169256 | 1.98e-07 | 5:46:55 | 0:33:36 |
| 27400 | 0 | 0.111524 | 0.170218 | 1.90e-07 | 5:47:32 | 0:32:58 |
| 27450 | 0 | 0.040222 | 0.170152 | 1.83e-07 | 5:48:09 | 0:32:20 |
| 27500 | 0 | 0.003376 | 0.167644 | 1.76e-07 | 5:48:45 | 0:31:42 |
| 27550 | 0 | 0.071553 | 0.166552 | 1.69e-07 | 5:49:22 | 0:31:04 |
| 27600 | 0 | 0.044671 | 0.166249 | 1.62e-07 | 5:49:58 | 0:30:25 |
| 27650 | 0 | 0.087902 | 0.164297 | 1.56e-07 | 5:50:35 | 0:29:47 |
| 27700 | 0 | 0.333647 | 0.164690 | 1.49e-07 | 5:51:12 | 0:29:09 |
| 27750 | 0 | 0.140146 | 0.164985 | 1.43e-07 | 5:51:48 | 0:28:31 |
| 27800 | 0 | 0.064057 | 0.162133 | 1.37e-07 | 5:52:25 | 0:27:53 |
| 27850 | 0 | 0.015727 | 0.162089 | 1.30e-07 | 5:53:02 | 0:27:15 |
| 27900 | 0 | 0.025841 | 0.161839 | 1.25e-07 | 5:53:38 | 0:26:37 |
| 27950 | 0 | 0.366538 | 0.165085 | 1.19e-07 | 5:54:15 | 0:25:59 |
| 28000 | 0 | 0.014442 | 0.162192 | 1.13e-07 | 5:54:52 | 0:25:20 |
| [17:10:46] Saved checkpoint -> RESULTS/coco/run_008/checkpoint-28000 |
| [17:10:48] Generating 16 validation images ... |
| [17:11:11] Validation step 28000: 16 images -> RESULTS/coco/run_008/validation/collage_step_0028000.png |
| 28050 | 0 | 0.110407 | 0.162121 | 1.07e-07 | 5:56:02 | 0:24:45 |
| 28100 | 0 | 0.080164 | 0.160311 | 1.02e-07 | 5:56:39 | 0:24:06 |
| 28150 | 0 | 0.308677 | 0.161032 | 9.67e-08 | 5:57:15 | 0:23:28 |
| 28200 | 0 | 0.260161 | 0.162850 | 9.16e-08 | 5:57:52 | 0:22:50 |
| 28250 | 0 | 0.080285 | 0.163440 | 8.66e-08 | 5:58:29 | 0:22:12 |
| 28300 | 0 | 0.091287 | 0.162756 | 8.17e-08 | 5:59:05 | 0:21:34 |
| 28350 | 0 | 0.000263 | 0.161513 | 7.70e-08 | 5:59:42 | 0:20:56 |
| 28400 | 0 | 0.203843 | 0.159958 | 7.24e-08 | 6:00:19 | 0:20:17 |
| 28450 | 0 | 0.057418 | 0.157946 | 6.80e-08 | 6:00:55 | 0:19:39 |
| 28500 | 0 | 0.044768 | 0.156702 | 6.37e-08 | 6:01:32 | 0:19:01 |
| 28550 | 0 | 0.136285 | 0.156686 | 5.95e-08 | 6:02:09 | 0:18:23 |
| 28600 | 0 | 0.043269 | 0.156332 | 5.55e-08 | 6:02:45 | 0:17:45 |
| 28650 | 0 | 0.028019 | 0.155152 | 5.16e-08 | 6:03:22 | 0:17:07 |
| 28700 | 0 | 0.487388 | 0.159032 | 4.78e-08 | 6:03:59 | 0:16:29 |
| 28750 | 0 | 0.201221 | 0.160924 | 4.42e-08 | 6:04:35 | 0:15:51 |
| 28800 | 0 | 0.230579 | 0.160401 | 4.08e-08 | 6:05:12 | 0:15:13 |
| 28850 | 0 | 0.329899 | 0.163309 | 3.74e-08 | 6:05:49 | 0:14:34 |
| 28900 | 0 | 0.021129 | 0.162328 | 3.43e-08 | 6:06:25 | 0:13:56 |
| 28950 | 0 | 0.100982 | 0.159259 | 3.12e-08 | 6:07:02 | 0:13:18 |
| 29000 | 0 | 0.421405 | 0.161296 | 2.83e-08 | 6:07:39 | 0:12:40 |
| [17:23:25] Generating 16 validation images ... |
| [17:23:48] Validation step 29000: 16 images -> RESULTS/coco/run_008/validation/collage_step_0029000.png |
| 29050 | 0 | 0.333323 | 0.162593 | 2.56e-08 | 6:08:39 | 0:12:03 |
| 29100 | 0 | 0.160364 | 0.159651 | 2.29e-08 | 6:09:16 | 0:11:25 |
| 29150 | 0 | 0.258610 | 0.158634 | 2.05e-08 | 6:09:52 | 0:10:47 |
| 29200 | 0 | 0.183565 | 0.159225 | 1.81e-08 | 6:10:29 | 0:10:09 |
| 29250 | 0 | 0.697102 | 0.162740 | 1.59e-08 | 6:11:06 | 0:09:30 |
| 29300 | 0 | 0.156815 | 0.163119 | 1.39e-08 | 6:11:43 | 0:08:52 |
| 29350 | 0 | 0.237400 | 0.163856 | 1.20e-08 | 6:12:19 | 0:08:14 |
| 29400 | 0 | 0.013046 | 0.161474 | 1.02e-08 | 6:12:56 | 0:07:36 |
| 29450 | 0 | 0.058173 | 0.161515 | 8.57e-09 | 6:13:33 | 0:06:58 |
| 29500 | 0 | 0.141224 | 0.159098 | 7.09e-09 | 6:14:09 | 0:06:20 |
| 29550 | 0 | 0.233691 | 0.159152 | 5.74e-09 | 6:14:46 | 0:05:42 |
| 29600 | 0 | 0.000830 | 0.155507 | 4.54e-09 | 6:15:23 | 0:05:04 |
| 29650 | 0 | 0.046192 | 0.155940 | 3.47e-09 | 6:16:00 | 0:04:26 |
| 29700 | 0 | 0.033207 | 0.156071 | 2.55e-09 | 6:16:36 | 0:03:48 |
| 29750 | 0 | 0.283170 | 0.157365 | 1.77e-09 | 6:17:13 | 0:03:10 |
| 29800 | 0 | 0.108921 | 0.156756 | 1.13e-09 | 6:17:50 | 0:02:32 |
| 29850 | 0 | 0.429902 | 0.160834 | 6.38e-10 | 6:18:26 | 0:01:54 |
| 29900 | 0 | 0.148687 | 0.161801 | 2.84e-10 | 6:19:03 | 0:01:16 |
| 29950 | 0 | 0.381967 | 0.164898 | 7.09e-11 | 6:19:40 | 0:00:38 |
| 30000 | 0 | 0.269509 | 0.166811 | 0.00e+00 | 6:20:16 | 0:00:00 |
| [17:36:09] Saved checkpoint -> RESULTS/coco/run_008/checkpoint-30000 |
| [17:36:10] Generating 16 validation images ... |
| [17:36:33] Validation step 30000: 16 images -> RESULTS/coco/run_008/validation/collage_step_0030000.png |
| [17:36:34] --- Epoch 0 | Steps: 30000 | Avg Loss: 0.167098 --- |
| [17:36:34] Saving final model ... |
| [17:36:36] Transformer saved -> RESULTS/coco/run_008/transformer |
| [17:36:57] Pipeline saved -> RESULTS/coco/run_008 |
| [17:36:57] Generating final validation collage ... |
| [17:36:57] Generating 16 validation images ... |
| [17:37:20] Validation step 30000: 16 images -> RESULTS/coco/run_008/validation/collage_step_0030000.png |
| [17:37:20] |
| [17:37:20] ============================================================ |
| [17:37:20] TRAINING SUMMARY |
| [17:37:20] ============================================================ |
| [17:37:20] Total steps : 600 |
| [17:37:20] Final loss : 0.269509 |
| [17:37:20] Avg last 100 : 0.166811 |
| [17:37:20] Min loss : 0.000263 |
| [17:37:20] Total time : 6:21:34 |
| [17:37:20] Output : RESULTS/coco/run_008 |
| [17:37:20] ============================================================ |
|
|
