| Training started: 2026-06-18 05:23:20 |
| ========================================================================================== |
| Step | Epoch | Loss | Avg100 | LR | Elapsed | ETA |
| ------------------------------------------------------------------------------------------ |
| [05:23:20] Run directory : RESULTS/coco/run_007 |
| [05:23:20] XAttn VAE : ./HF_VERSION_WEIGHTS/kl_vae |
| [05:23:20] Loading PixArt-Alpha backbone components ... |
| [05:23:32] Loading XAttnAutoencoderKL from: ./HF_VERSION_WEIGHTS/kl_vae |
| [05:23:32] VAE loaded — scaling_factor = 0.18215 |
| [05:23:32] text_dim = 4096 xattn_num_heads = 8 |
| [05:23:35] Transformer : 610,856,096 total, 610,856,096 trainable |
| [05:23:35] Building dataset ... |
| [05:23:35] |
| [05:23:35] ================================================================ |
| [05:23:35] Backbone = PixArt-alpha/PixArt-XL-2-512x512 |
| [05:23:35] XAttn VAE = ./HF_VERSION_WEIGHTS/kl_vae |
| [05:23:35] Output dir = RESULTS/coco/run_007 |
| [05:23:35] Num examples = 591435 |
| [05:23:35] Num epochs = 1 |
| [05:23:35] Batch/device = 4 |
| [05:23:35] Grad accum = 1 |
| [05:23:35] Effective BS = 4 |
| [05:23:35] Total optim steps = 30000 |
| [05:23:35] LR = 1e-05 |
| [05:23:35] Precision = bf16 |
| [05:23:35] Resolution = 512x512 |
| [05:23:35] Max seq length = 120 |
| [05:23:35] ================================================================ |
| [05:23:35] |
| 50 | 0 | 0.109180 | 0.109180 | 1.00e-06 | 0:00:44 | 7:24:18 |
| 100 | 0 | 0.157583 | 0.133381 | 2.00e-06 | 0:01:12 | 6:01:50 |
| 150 | 0 | 0.082404 | 0.116389 | 3.00e-06 | 0:01:40 | 5:34:58 |
| 200 | 0 | 0.125992 | 0.118789 | 4.00e-06 | 0:02:09 | 5:22:00 |
| 250 | 0 | 0.000717 | 0.095175 | 5.00e-06 | 0:02:38 | 5:14:08 |
| 300 | 0 | 0.008340 | 0.080703 | 6.00e-06 | 0:03:07 | 5:08:50 |
| 350 | 0 | 0.034352 | 0.074081 | 7.00e-06 | 0:03:35 | 5:04:54 |
| 400 | 0 | 0.122376 | 0.080118 | 8.00e-06 | 0:04:04 | 5:01:45 |
| 450 | 0 | 0.118178 | 0.084347 | 9.00e-06 | 0:04:33 | 4:59:10 |
| 500 | 0 | 0.188991 | 0.094811 | 1.00e-05 | 0:05:02 | 4:57:00 |
| 550 | 0 | 0.316094 | 0.114928 | 1.00e-05 | 0:05:30 | 4:55:10 |
| 600 | 0 | 0.136828 | 0.116753 | 1.00e-05 | 0:05:59 | 4:53:32 |
| 650 | 0 | 0.079455 | 0.113884 | 1.00e-05 | 0:06:28 | 4:52:08 |
| 700 | 0 | 0.082475 | 0.111640 | 1.00e-05 | 0:06:56 | 4:50:48 |
| 750 | 0 | 0.022379 | 0.105690 | 1.00e-05 | 0:07:25 | 4:49:35 |
| 800 | 0 | 0.045212 | 0.101910 | 1.00e-05 | 0:07:54 | 4:48:26 |
| 850 | 0 | 0.133575 | 0.103772 | 1.00e-05 | 0:08:22 | 4:47:21 |
| 900 | 0 | 0.042488 | 0.100368 | 1.00e-05 | 0:08:51 | 4:46:19 |
| 950 | 0 | 0.038284 | 0.097100 | 9.99e-06 | 0:09:19 | 4:45:21 |
| 1000 | 0 | 0.222809 | 0.103386 | 9.99e-06 | 0:09:48 | 4:44:25 |
| [05:33:09] Generating 16 validation images ... |
| [05:33:29] Validation step 1000: 16 images -> RESULTS/coco/run_007/validation/collage_step_0001000.png |
| 1050 | 0 | 0.349272 | 0.115094 | 9.99e-06 | 0:10:38 | 4:53:12 |
| 1100 | 0 | 0.179620 | 0.118027 | 9.99e-06 | 0:11:06 | 4:51:52 |
| 1150 | 0 | 0.210587 | 0.122052 | 9.99e-06 | 0:11:35 | 4:50:38 |
| 1200 | 0 | 0.032580 | 0.118324 | 9.99e-06 | 0:12:03 | 4:49:26 |
| 1250 | 0 | 0.047050 | 0.115473 | 9.98e-06 | 0:12:32 | 4:48:18 |
| 1300 | 0 | 0.461741 | 0.128791 | 9.98e-06 | 0:13:00 | 4:47:14 |
| 1350 | 0 | 0.083561 | 0.127116 | 9.98e-06 | 0:13:29 | 4:46:13 |
| 1400 | 0 | 0.018078 | 0.123221 | 9.98e-06 | 0:13:57 | 4:45:13 |
| 1450 | 0 | 0.015758 | 0.119516 | 9.97e-06 | 0:14:26 | 4:44:16 |
| 1500 | 0 | 0.124367 | 0.119678 | 9.97e-06 | 0:14:54 | 4:43:22 |
| 1550 | 0 | 0.261608 | 0.124256 | 9.97e-06 | 0:15:23 | 4:42:29 |
| 1600 | 0 | 0.147855 | 0.124993 | 9.97e-06 | 0:15:51 | 4:41:37 |
| 1650 | 0 | 0.030970 | 0.122144 | 9.96e-06 | 0:16:20 | 4:40:47 |
| 1700 | 0 | 0.112195 | 0.121852 | 9.96e-06 | 0:16:49 | 4:39:57 |
| 1750 | 0 | 0.009118 | 0.118631 | 9.96e-06 | 0:17:17 | 4:39:10 |
| 1800 | 0 | 0.124499 | 0.118794 | 9.95e-06 | 0:17:46 | 4:38:23 |
| 1850 | 0 | 0.131109 | 0.119126 | 9.95e-06 | 0:18:14 | 4:37:37 |
| 1900 | 0 | 0.082319 | 0.118158 | 9.94e-06 | 0:18:43 | 4:36:52 |
| 1950 | 0 | 0.027054 | 0.115822 | 9.94e-06 | 0:19:11 | 4:36:08 |
| 2000 | 0 | 0.014531 | 0.113290 | 9.94e-06 | 0:19:40 | 4:35:25 |
| [05:43:07] Saved checkpoint -> RESULTS/coco/run_007/checkpoint-2000 |
| [05:43:08] Generating 16 validation images ... |
| [05:43:29] Validation step 2000: 16 images -> RESULTS/coco/run_007/validation/collage_step_0002000.png |
| 2050 | 0 | 0.598341 | 0.125120 | 9.93e-06 | 0:20:37 | 4:41:15 |
| 2100 | 0 | 0.063396 | 0.123650 | 9.93e-06 | 0:21:06 | 4:40:23 |
| 2150 | 0 | 0.078098 | 0.122591 | 9.92e-06 | 0:21:34 | 4:39:31 |
| 2200 | 0 | 0.229876 | 0.125029 | 9.92e-06 | 0:22:03 | 4:38:41 |
| 2250 | 0 | 0.078210 | 0.123989 | 9.91e-06 | 0:22:31 | 4:37:52 |
| 2300 | 0 | 0.069955 | 0.122814 | 9.91e-06 | 0:23:00 | 4:37:04 |
| 2350 | 0 | 0.407614 | 0.128874 | 9.90e-06 | 0:23:28 | 4:36:16 |
| 2400 | 0 | 0.095400 | 0.128177 | 9.90e-06 | 0:23:57 | 4:35:31 |
| 2450 | 0 | 0.151956 | 0.128662 | 9.89e-06 | 0:24:26 | 4:34:47 |
| 2500 | 0 | 0.027886 | 0.126646 | 9.89e-06 | 0:24:54 | 4:34:03 |
| 2550 | 0 | 0.042212 | 0.124991 | 9.88e-06 | 0:25:23 | 4:33:19 |
| 2600 | 0 | 0.136073 | 0.125204 | 9.88e-06 | 0:25:52 | 4:32:36 |
| 2650 | 0 | 0.159928 | 0.125859 | 9.87e-06 | 0:26:20 | 4:31:54 |
| 2700 | 0 | 0.146874 | 0.126248 | 9.86e-06 | 0:26:49 | 4:31:12 |
| 2750 | 0 | 0.121970 | 0.126170 | 9.86e-06 | 0:27:18 | 4:30:32 |
| 2800 | 0 | 0.066056 | 0.125097 | 9.85e-06 | 0:27:46 | 4:29:52 |
| 2850 | 0 | 0.141671 | 0.125388 | 9.84e-06 | 0:28:15 | 4:29:13 |
| 2900 | 0 | 0.061744 | 0.124290 | 9.84e-06 | 0:28:44 | 4:28:34 |
| 2950 | 0 | 0.099233 | 0.123866 | 9.83e-06 | 0:29:13 | 4:27:56 |
| 3000 | 0 | 0.221562 | 0.125494 | 9.82e-06 | 0:29:41 | 4:27:17 |
| [05:53:02] Generating 16 validation images ... |
| [05:53:23] Validation step 3000: 16 images -> RESULTS/coco/run_007/validation/collage_step_0003000.png |
| 3050 | 0 | 0.149198 | 0.125883 | 9.82e-06 | 0:30:31 | 4:29:45 |
| 3100 | 0 | 0.067309 | 0.124938 | 9.81e-06 | 0:31:00 | 4:29:03 |
| 3150 | 0 | 0.075721 | 0.124157 | 9.80e-06 | 0:31:28 | 4:28:20 |
| 3200 | 0 | 0.113683 | 0.123993 | 9.79e-06 | 0:31:57 | 4:27:40 |
| 3250 | 0 | 0.117352 | 0.123891 | 9.79e-06 | 0:32:26 | 4:26:59 |
| 3300 | 0 | 0.014855 | 0.122239 | 9.78e-06 | 0:32:55 | 4:26:20 |
| 3350 | 0 | 0.286584 | 0.124692 | 9.77e-06 | 0:33:23 | 4:25:39 |
| 3400 | 0 | 0.195664 | 0.125735 | 9.76e-06 | 0:33:52 | 4:24:59 |
| 3450 | 0 | 0.120746 | 0.125663 | 9.76e-06 | 0:34:21 | 4:24:20 |
| 3500 | 0 | 0.034612 | 0.124362 | 9.75e-06 | 0:34:49 | 4:23:41 |
| 3550 | 0 | 0.212387 | 0.125602 | 9.74e-06 | 0:35:18 | 4:23:02 |
| 3600 | 0 | 0.208153 | 0.126749 | 9.73e-06 | 0:35:46 | 4:22:24 |
| 3650 | 0 | 0.315327 | 0.129332 | 9.72e-06 | 0:36:15 | 4:21:45 |
| 3700 | 0 | 0.032011 | 0.128017 | 9.71e-06 | 0:36:44 | 4:21:07 |
| 3750 | 0 | 0.097490 | 0.127610 | 9.70e-06 | 0:37:12 | 4:20:30 |
| 3800 | 0 | 0.188260 | 0.128408 | 9.69e-06 | 0:37:41 | 4:19:52 |
| 3850 | 0 | 0.005296 | 0.126809 | 9.69e-06 | 0:38:10 | 4:19:14 |
| 3900 | 0 | 0.036472 | 0.125651 | 9.68e-06 | 0:38:38 | 4:18:37 |
| 3950 | 0 | 0.248529 | 0.127206 | 9.67e-06 | 0:39:07 | 4:18:00 |
| 4000 | 0 | 0.068873 | 0.126477 | 9.66e-06 | 0:39:35 | 4:17:23 |
| [06:03:03] Saved checkpoint -> RESULTS/coco/run_007/checkpoint-4000 |
| [06:03:03] Generating 16 validation images ... |
| [06:03:24] Validation step 4000: 16 images -> RESULTS/coco/run_007/validation/collage_step_0004000.png |
| 4050 | 0 | 0.122299 | 0.126425 | 9.65e-06 | 0:40:32 | 4:19:47 |
| 4100 | 0 | 0.130230 | 0.126472 | 9.64e-06 | 0:41:01 | 4:19:08 |
| 4150 | 0 | 0.148046 | 0.126732 | 9.63e-06 | 0:41:29 | 4:18:29 |
| 4200 | 0 | 0.090226 | 0.126297 | 9.62e-06 | 0:41:58 | 4:17:50 |
| 4250 | 0 | 0.044402 | 0.125334 | 9.61e-06 | 0:42:27 | 4:17:12 |
| 4300 | 0 | 0.180050 | 0.125970 | 9.60e-06 | 0:42:55 | 4:16:34 |
| 4350 | 0 | 0.024062 | 0.124799 | 9.59e-06 | 0:43:24 | 4:15:56 |
| 4400 | 0 | 0.285948 | 0.126630 | 9.57e-06 | 0:43:52 | 4:15:18 |
| 4450 | 0 | 0.208231 | 0.127547 | 9.56e-06 | 0:44:21 | 4:14:40 |
| 4500 | 0 | 0.455079 | 0.131186 | 9.55e-06 | 0:44:50 | 4:14:03 |
| 4550 | 0 | 0.402798 | 0.134171 | 9.54e-06 | 0:45:18 | 4:13:26 |
| 4600 | 0 | 0.369584 | 0.136730 | 9.53e-06 | 0:45:47 | 4:12:49 |
| 4650 | 0 | 0.054713 | 0.135848 | 9.52e-06 | 0:46:15 | 4:12:12 |
| 4700 | 0 | 0.271857 | 0.137295 | 9.51e-06 | 0:46:44 | 4:11:35 |
| 4750 | 0 | 0.189583 | 0.137845 | 9.50e-06 | 0:47:12 | 4:10:59 |
| 4800 | 0 | 0.388368 | 0.140455 | 9.48e-06 | 0:47:41 | 4:10:23 |
| 4850 | 0 | 0.121992 | 0.140264 | 9.47e-06 | 0:48:10 | 4:09:47 |
| 4900 | 0 | 0.048608 | 0.139329 | 9.46e-06 | 0:48:38 | 4:09:11 |
| 4950 | 0 | 0.417998 | 0.142144 | 9.45e-06 | 0:49:07 | 4:08:36 |
| 5000 | 0 | 0.045622 | 0.141179 | 9.44e-06 | 0:49:36 | 4:08:00 |
| [06:12:56] Generating 16 validation images ... |
| [06:13:17] Validation step 5000: 16 images -> RESULTS/coco/run_007/validation/collage_step_0005000.png |
| 5050 | 0 | 0.023776 | 0.140325 | 9.42e-06 | 0:50:25 | 4:09:09 |
| 5100 | 0 | 0.467761 | 0.143426 | 9.41e-06 | 0:50:54 | 4:08:32 |
| 5150 | 0 | 0.197152 | 0.144574 | 9.40e-06 | 0:51:22 | 4:07:55 |
| 5200 | 0 | 0.158150 | 0.144895 | 9.39e-06 | 0:51:51 | 4:07:19 |
| 5250 | 0 | 0.007966 | 0.144968 | 9.37e-06 | 0:52:20 | 4:06:42 |
| 5300 | 0 | 0.114096 | 0.146025 | 9.36e-06 | 0:52:48 | 4:06:06 |
| 5350 | 0 | 0.112947 | 0.146811 | 9.35e-06 | 0:53:17 | 4:05:30 |
| 5400 | 0 | 0.237446 | 0.147962 | 9.33e-06 | 0:53:45 | 4:04:54 |
| 5450 | 0 | 0.023367 | 0.147014 | 9.32e-06 | 0:54:14 | 4:04:19 |
| 5500 | 0 | 0.216391 | 0.147288 | 9.31e-06 | 0:54:42 | 4:03:43 |
| 5550 | 0 | 0.217478 | 0.146302 | 9.29e-06 | 0:55:11 | 4:03:08 |
| 5600 | 0 | 0.030077 | 0.145234 | 9.28e-06 | 0:55:40 | 4:02:33 |
| 5650 | 0 | 0.149687 | 0.145937 | 9.27e-06 | 0:56:08 | 4:01:57 |
| 5700 | 0 | 0.001812 | 0.145130 | 9.25e-06 | 0:56:37 | 4:01:22 |
| 5750 | 0 | 0.145962 | 0.146366 | 9.24e-06 | 0:57:05 | 4:00:48 |
| 5800 | 0 | 0.132944 | 0.147243 | 9.22e-06 | 0:57:34 | 4:00:13 |
| 5850 | 0 | 0.001145 | 0.145919 | 9.21e-06 | 0:58:03 | 3:59:38 |
| 5900 | 0 | 0.074209 | 0.146236 | 9.20e-06 | 0:58:31 | 3:59:03 |
| 5950 | 0 | 0.095241 | 0.146806 | 9.18e-06 | 0:59:00 | 3:58:29 |
| 6000 | 0 | 0.228855 | 0.146866 | 9.17e-06 | 0:59:28 | 3:57:55 |
| [06:22:58] Saved checkpoint -> RESULTS/coco/run_007/checkpoint-6000 |
| [06:22:58] Generating 16 validation images ... |
| [06:23:19] Validation step 6000: 16 images -> RESULTS/coco/run_007/validation/collage_step_0006000.png |
| 6050 | 0 | 0.601132 | 0.149385 | 9.15e-06 | 1:00:28 | 3:59:22 |
| 6100 | 0 | 0.069520 | 0.148284 | 9.14e-06 | 1:00:56 | 3:58:47 |
| 6150 | 0 | 0.283366 | 0.149011 | 9.12e-06 | 1:01:25 | 3:58:12 |
| 6200 | 0 | 0.099576 | 0.149681 | 9.11e-06 | 1:01:53 | 3:57:36 |
| 6250 | 0 | 0.192354 | 0.151134 | 9.09e-06 | 1:02:22 | 3:57:01 |
| 6300 | 0 | 0.035947 | 0.146877 | 9.08e-06 | 1:02:51 | 3:56:26 |
| 6350 | 0 | 0.004587 | 0.146087 | 9.06e-06 | 1:03:19 | 3:55:51 |
| 6400 | 0 | 0.003002 | 0.145936 | 9.05e-06 | 1:03:48 | 3:55:16 |
| 6450 | 0 | 0.006332 | 0.145842 | 9.03e-06 | 1:04:17 | 3:54:42 |
| 6500 | 0 | 0.111694 | 0.145715 | 9.01e-06 | 1:04:45 | 3:54:08 |
| 6550 | 0 | 0.063581 | 0.143735 | 9.00e-06 | 1:05:14 | 3:53:33 |
| 6600 | 0 | 0.255680 | 0.144813 | 8.98e-06 | 1:05:42 | 3:52:59 |
| 6650 | 0 | 0.094672 | 0.145450 | 8.97e-06 | 1:06:11 | 3:52:25 |
| 6700 | 0 | 0.204364 | 0.146372 | 8.95e-06 | 1:06:40 | 3:51:51 |
| 6750 | 0 | 0.061395 | 0.146895 | 8.93e-06 | 1:07:09 | 3:51:18 |
| 6800 | 0 | 0.188089 | 0.147530 | 8.92e-06 | 1:07:37 | 3:50:44 |
| 6850 | 0 | 0.132559 | 0.147545 | 8.90e-06 | 1:08:06 | 3:50:10 |
| 6900 | 0 | 0.174146 | 0.148463 | 8.88e-06 | 1:08:35 | 3:49:37 |
| 6950 | 0 | 0.188077 | 0.150073 | 8.87e-06 | 1:09:03 | 3:49:03 |
| 7000 | 0 | 0.075175 | 0.150680 | 8.85e-06 | 1:09:32 | 3:48:30 |
| [06:32:53] Generating 16 validation images ... |
| [06:33:13] Validation step 7000: 16 images -> RESULTS/coco/run_007/validation/collage_step_0007000.png |
| 7050 | 0 | 0.244258 | 0.147139 | 8.83e-06 | 1:10:22 | 3:49:05 |
| 7100 | 0 | 0.070505 | 0.147210 | 8.81e-06 | 1:10:51 | 3:48:31 |
| 7150 | 0 | 0.168434 | 0.148113 | 8.80e-06 | 1:11:19 | 3:47:57 |
| 7200 | 0 | 0.362591 | 0.149441 | 8.78e-06 | 1:11:48 | 3:47:22 |
| 7250 | 0 | 0.172315 | 0.150382 | 8.76e-06 | 1:12:16 | 3:46:48 |
| 7300 | 0 | 0.049714 | 0.150179 | 8.75e-06 | 1:12:45 | 3:46:14 |
| 7350 | 0 | 0.137942 | 0.147483 | 8.73e-06 | 1:13:13 | 3:45:40 |
| 7400 | 0 | 0.122674 | 0.147755 | 8.71e-06 | 1:13:42 | 3:45:06 |
| 7450 | 0 | 0.082528 | 0.147061 | 8.69e-06 | 1:14:10 | 3:44:32 |
| 7500 | 0 | 0.232392 | 0.149106 | 8.67e-06 | 1:14:39 | 3:43:58 |
| 7550 | 0 | 0.047976 | 0.149164 | 8.66e-06 | 1:15:08 | 3:43:25 |
| 7600 | 0 | 0.144879 | 0.149252 | 8.64e-06 | 1:15:36 | 3:42:51 |
| 7650 | 0 | 0.288394 | 0.150536 | 8.62e-06 | 1:16:05 | 3:42:18 |
| 7700 | 0 | 0.166673 | 0.150734 | 8.60e-06 | 1:16:34 | 3:41:44 |
| 7750 | 0 | 0.054309 | 0.150058 | 8.58e-06 | 1:17:02 | 3:41:11 |
| 7800 | 0 | 0.198345 | 0.151381 | 8.56e-06 | 1:17:31 | 3:40:38 |
| 7850 | 0 | 0.166860 | 0.151633 | 8.54e-06 | 1:17:59 | 3:40:04 |
| 7900 | 0 | 0.056074 | 0.151576 | 8.53e-06 | 1:18:28 | 3:39:31 |
| 7950 | 0 | 0.028172 | 0.150865 | 8.51e-06 | 1:18:56 | 3:38:58 |
| 8000 | 0 | 0.228775 | 0.150937 | 8.49e-06 | 1:19:25 | 3:38:25 |
| [06:42:52] Saved checkpoint -> RESULTS/coco/run_007/checkpoint-8000 |
| [06:42:53] Generating 16 validation images ... |
| [06:43:13] Validation step 8000: 16 images -> RESULTS/coco/run_007/validation/collage_step_0008000.png |
| 8050 | 0 | 0.192260 | 0.151368 | 8.47e-06 | 1:20:22 | 3:39:08 |
| 8100 | 0 | 0.008480 | 0.150780 | 8.45e-06 | 1:20:50 | 3:38:34 |
| 8150 | 0 | 0.259566 | 0.152618 | 8.43e-06 | 1:21:19 | 3:38:01 |
| 8200 | 0 | 0.159807 | 0.153079 | 8.41e-06 | 1:21:47 | 3:37:27 |
| 8250 | 0 | 0.066412 | 0.152570 | 8.39e-06 | 1:22:16 | 3:36:54 |
| 8300 | 0 | 0.223008 | 0.154652 | 8.37e-06 | 1:22:45 | 3:36:21 |
| 8350 | 0 | 0.056395 | 0.152350 | 8.35e-06 | 1:23:13 | 3:35:47 |
| 8400 | 0 | 0.218228 | 0.152575 | 8.33e-06 | 1:23:42 | 3:35:14 |
| 8450 | 0 | 0.079175 | 0.152160 | 8.31e-06 | 1:24:10 | 3:34:41 |
| 8500 | 0 | 0.052674 | 0.152340 | 8.29e-06 | 1:24:39 | 3:34:08 |
| 8550 | 0 | 0.159887 | 0.151815 | 8.27e-06 | 1:25:08 | 3:33:35 |
| 8600 | 0 | 0.348335 | 0.153217 | 8.25e-06 | 1:25:36 | 3:33:02 |
| 8650 | 0 | 0.079901 | 0.150863 | 8.23e-06 | 1:26:05 | 3:32:29 |
| 8700 | 0 | 0.090131 | 0.151444 | 8.21e-06 | 1:26:34 | 3:31:56 |
| 8750 | 0 | 0.009179 | 0.150561 | 8.19e-06 | 1:27:02 | 3:31:24 |
| 8800 | 0 | 0.037257 | 0.149051 | 8.17e-06 | 1:27:31 | 3:30:51 |
| 8850 | 0 | 0.188648 | 0.150884 | 8.15e-06 | 1:28:00 | 3:30:18 |
| 8900 | 0 | 0.025989 | 0.150780 | 8.13e-06 | 1:28:28 | 3:29:46 |
| 8950 | 0 | 0.002962 | 0.148324 | 8.11e-06 | 1:28:57 | 3:29:13 |
| 9000 | 0 | 0.042204 | 0.148057 | 8.09e-06 | 1:29:26 | 3:28:41 |
| [06:52:46] Generating 16 validation images ... |
| [06:53:07] Validation step 9000: 16 images -> RESULTS/coco/run_007/validation/collage_step_0009000.png |
| 9050 | 0 | 0.105635 | 0.147891 | 8.07e-06 | 1:30:15 | 3:28:57 |
| 9100 | 0 | 0.090275 | 0.147491 | 8.05e-06 | 1:30:44 | 3:28:24 |
| 9150 | 0 | 0.100832 | 0.147019 | 8.02e-06 | 1:31:12 | 3:27:50 |
| 9200 | 0 | 0.276599 | 0.148883 | 8.00e-06 | 1:31:41 | 3:27:17 |
| 9250 | 0 | 0.195595 | 0.150394 | 7.98e-06 | 1:32:09 | 3:26:45 |
| 9300 | 0 | 0.262670 | 0.151221 | 7.96e-06 | 1:32:38 | 3:26:12 |
| 9350 | 0 | 0.188035 | 0.152860 | 7.94e-06 | 1:33:07 | 3:25:39 |
| 9400 | 0 | 0.131933 | 0.151320 | 7.92e-06 | 1:33:35 | 3:25:06 |
| 9450 | 0 | 0.006905 | 0.149307 | 7.90e-06 | 1:34:04 | 3:24:33 |
| 9500 | 0 | 0.032681 | 0.145083 | 7.87e-06 | 1:34:32 | 3:24:01 |
| 9550 | 0 | 0.021074 | 0.141266 | 7.85e-06 | 1:35:01 | 3:23:28 |
| 9600 | 0 | 0.127042 | 0.138840 | 7.83e-06 | 1:35:29 | 3:22:56 |
| 9650 | 0 | 0.010877 | 0.138402 | 7.81e-06 | 1:35:58 | 3:22:23 |
| 9700 | 0 | 0.070121 | 0.136385 | 7.79e-06 | 1:36:27 | 3:21:51 |
| 9750 | 0 | 0.084440 | 0.135333 | 7.76e-06 | 1:36:55 | 3:21:18 |
| 9800 | 0 | 0.191666 | 0.133366 | 7.74e-06 | 1:37:24 | 3:20:46 |
| 9850 | 0 | 0.025521 | 0.132401 | 7.72e-06 | 1:37:53 | 3:20:14 |
| 9900 | 0 | 0.020408 | 0.132119 | 7.70e-06 | 1:38:21 | 3:19:42 |
| 9950 | 0 | 0.005403 | 0.127994 | 7.67e-06 | 1:38:50 | 3:19:09 |
| 10000 | 0 | 0.159326 | 0.129131 | 7.65e-06 | 1:39:18 | 3:18:37 |
| [07:02:47] Saved checkpoint -> RESULTS/coco/run_007/checkpoint-10000 |
| [07:02:49] Generating 16 validation images ... |
| [07:03:10] Validation step 10000: 16 images -> RESULTS/coco/run_007/validation/collage_step_0010000.png |
| 10050 | 0 | 0.326681 | 0.132160 | 7.63e-06 | 1:40:18 | 3:19:07 |
| 10100 | 0 | 0.192571 | 0.129408 | 7.61e-06 | 1:40:47 | 3:18:35 |
| 10150 | 0 | 0.135123 | 0.128787 | 7.58e-06 | 1:41:15 | 3:18:02 |
| 10200 | 0 | 0.274286 | 0.129949 | 7.56e-06 | 1:41:44 | 3:17:29 |
| 10250 | 0 | 0.203667 | 0.131906 | 7.54e-06 | 1:42:13 | 3:16:57 |
| 10300 | 0 | 0.125221 | 0.132017 | 7.52e-06 | 1:42:41 | 3:16:24 |
| 10350 | 0 | 0.012585 | 0.131013 | 7.49e-06 | 1:43:10 | 3:15:52 |
| 10400 | 0 | 0.089193 | 0.129531 | 7.47e-06 | 1:43:38 | 3:15:19 |
| 10450 | 0 | 0.455222 | 0.133849 | 7.45e-06 | 1:44:07 | 3:14:47 |
| 10500 | 0 | 0.016696 | 0.131853 | 7.42e-06 | 1:44:35 | 3:14:15 |
| 10550 | 0 | 0.155605 | 0.131234 | 7.40e-06 | 1:45:04 | 3:13:42 |
| 10600 | 0 | 0.070225 | 0.131635 | 7.38e-06 | 1:45:33 | 3:13:10 |
| 10650 | 0 | 0.039067 | 0.130529 | 7.35e-06 | 1:46:01 | 3:12:38 |
| 10700 | 0 | 0.051153 | 0.131022 | 7.33e-06 | 1:46:30 | 3:12:06 |
| 10750 | 0 | 0.145296 | 0.131016 | 7.31e-06 | 1:46:59 | 3:11:34 |
| 10800 | 0 | 0.021185 | 0.129898 | 7.28e-06 | 1:47:27 | 3:11:02 |
| 10850 | 0 | 0.318675 | 0.133074 | 7.26e-06 | 1:47:56 | 3:10:30 |
| 10900 | 0 | 0.028451 | 0.132616 | 7.23e-06 | 1:48:24 | 3:09:58 |
| 10950 | 0 | 0.045607 | 0.132120 | 7.21e-06 | 1:48:53 | 3:09:26 |
| 11000 | 0 | 0.052877 | 0.130360 | 7.19e-06 | 1:49:22 | 3:08:54 |
| [07:12:42] Generating 16 validation images ... |
| [07:13:03] Validation step 11000: 16 images -> RESULTS/coco/run_007/validation/collage_step_0011000.png |
| 11050 | 0 | 0.126026 | 0.125609 | 7.16e-06 | 1:50:12 | 3:08:59 |
| 11100 | 0 | 0.270443 | 0.127618 | 7.14e-06 | 1:50:41 | 3:08:27 |
| 11150 | 0 | 0.033334 | 0.125118 | 7.11e-06 | 1:51:09 | 3:07:55 |
| 11200 | 0 | 0.191818 | 0.126040 | 7.09e-06 | 1:51:38 | 3:07:23 |
| 11250 | 0 | 0.045059 | 0.124567 | 7.07e-06 | 1:52:06 | 3:06:51 |
| 11300 | 0 | 0.107060 | 0.125278 | 7.04e-06 | 1:52:35 | 3:06:19 |
| 11350 | 0 | 0.152630 | 0.126759 | 7.02e-06 | 1:53:04 | 3:05:47 |
| 11400 | 0 | 0.011865 | 0.126847 | 6.99e-06 | 1:53:32 | 3:05:15 |
| 11450 | 0 | 0.220660 | 0.128991 | 6.97e-06 | 1:54:01 | 3:04:43 |
| 11500 | 0 | 0.037033 | 0.128244 | 6.94e-06 | 1:54:29 | 3:04:11 |
| 11550 | 0 | 0.041431 | 0.128022 | 6.92e-06 | 1:54:58 | 3:03:39 |
| 11600 | 0 | 0.026916 | 0.125735 | 6.89e-06 | 1:55:26 | 3:03:07 |
| 11650 | 0 | 0.308895 | 0.127877 | 6.87e-06 | 1:55:55 | 3:02:35 |
| 11700 | 0 | 0.187346 | 0.127707 | 6.85e-06 | 1:56:24 | 3:02:03 |
| 11750 | 0 | 0.014225 | 0.127235 | 6.82e-06 | 1:56:52 | 3:01:31 |
| 11800 | 0 | 0.034539 | 0.125700 | 6.80e-06 | 1:57:21 | 3:01:00 |
| 11850 | 0 | 0.061017 | 0.124984 | 6.77e-06 | 1:57:49 | 3:00:28 |
| 11900 | 0 | 0.238646 | 0.125629 | 6.75e-06 | 1:58:18 | 2:59:56 |
| 11950 | 0 | 0.109609 | 0.124845 | 6.72e-06 | 1:58:46 | 2:59:24 |
| 12000 | 0 | 0.424193 | 0.128335 | 6.70e-06 | 1:59:15 | 2:58:53 |
| [07:22:44] Saved checkpoint -> RESULTS/coco/run_007/checkpoint-12000 |
| [07:22:46] Generating 16 validation images ... |
| [07:23:06] Validation step 12000: 16 images -> RESULTS/coco/run_007/validation/collage_step_0012000.png |
| 12050 | 0 | 0.048369 | 0.126376 | 6.67e-06 | 2:00:14 | 2:59:07 |
| 12100 | 0 | 0.065687 | 0.126328 | 6.65e-06 | 2:00:43 | 2:58:35 |
| 12150 | 0 | 0.151272 | 0.126156 | 6.62e-06 | 2:01:11 | 2:58:03 |
| 12200 | 0 | 0.248905 | 0.125019 | 6.60e-06 | 2:01:40 | 2:57:31 |
| 12250 | 0 | 0.160093 | 0.124897 | 6.57e-06 | 2:02:09 | 2:56:59 |
| 12300 | 0 | 0.142953 | 0.125829 | 6.55e-06 | 2:02:37 | 2:56:27 |
| 12350 | 0 | 0.204031 | 0.126490 | 6.52e-06 | 2:03:06 | 2:55:56 |
| 12400 | 0 | 0.327264 | 0.128536 | 6.49e-06 | 2:03:34 | 2:55:24 |
| 12450 | 0 | 0.189228 | 0.129603 | 6.47e-06 | 2:04:03 | 2:54:52 |
| 12500 | 0 | 0.104337 | 0.128323 | 6.44e-06 | 2:04:31 | 2:54:20 |
| 12550 | 0 | 0.056524 | 0.128408 | 6.42e-06 | 2:05:00 | 2:53:48 |
| 12600 | 0 | 0.017217 | 0.127132 | 6.39e-06 | 2:05:28 | 2:53:17 |
| 12650 | 0 | 0.001048 | 0.124258 | 6.37e-06 | 2:05:57 | 2:52:45 |
| 12700 | 0 | 0.111202 | 0.123703 | 6.34e-06 | 2:06:26 | 2:52:13 |
| 12750 | 0 | 0.129917 | 0.124459 | 6.32e-06 | 2:06:54 | 2:51:42 |
| 12800 | 0 | 0.042604 | 0.122902 | 6.29e-06 | 2:07:23 | 2:51:10 |
| 12850 | 0 | 0.051789 | 0.121751 | 6.26e-06 | 2:07:52 | 2:50:39 |
| 12900 | 0 | 0.014372 | 0.121334 | 6.24e-06 | 2:08:20 | 2:50:07 |
| 12950 | 0 | 0.046025 | 0.121513 | 6.21e-06 | 2:08:49 | 2:49:36 |
| 13000 | 0 | 0.002368 | 0.119249 | 6.19e-06 | 2:09:17 | 2:49:04 |
| [07:32:38] Generating 16 validation images ... |
| [07:33:00] Validation step 13000: 16 images -> RESULTS/coco/run_007/validation/collage_step_0013000.png |
| 13050 | 0 | 0.070582 | 0.118032 | 6.16e-06 | 2:10:11 | 2:49:06 |
| 13100 | 0 | 0.090153 | 0.118849 | 6.13e-06 | 2:10:42 | 2:48:37 |
| 13150 | 0 | 0.239878 | 0.118652 | 6.11e-06 | 2:11:13 | 2:48:08 |
| 13200 | 0 | 0.073412 | 0.117788 | 6.08e-06 | 2:11:42 | 2:47:37 |
| 13250 | 0 | 0.024329 | 0.117367 | 6.06e-06 | 2:12:10 | 2:47:05 |
| 13300 | 0 | 0.073394 | 0.115871 | 6.03e-06 | 2:12:39 | 2:46:33 |
| 13350 | 0 | 0.281861 | 0.118126 | 6.00e-06 | 2:13:07 | 2:46:02 |
| 13400 | 0 | 0.203306 | 0.117976 | 5.98e-06 | 2:13:36 | 2:45:30 |
| 13450 | 0 | 0.172023 | 0.118905 | 5.95e-06 | 2:14:05 | 2:44:59 |
| 13500 | 0 | 0.095995 | 0.119338 | 5.93e-06 | 2:14:33 | 2:44:27 |
| 13550 | 0 | 0.155147 | 0.119291 | 5.90e-06 | 2:15:02 | 2:43:56 |
| 13600 | 0 | 0.214988 | 0.117957 | 5.87e-06 | 2:15:30 | 2:43:24 |
| 13650 | 0 | 0.111765 | 0.118276 | 5.85e-06 | 2:15:59 | 2:42:53 |
| 13700 | 0 | 0.068758 | 0.118062 | 5.82e-06 | 2:16:27 | 2:42:21 |
| 13750 | 0 | 0.108053 | 0.119051 | 5.80e-06 | 2:16:56 | 2:41:50 |
| 13800 | 0 | 0.109164 | 0.119770 | 5.77e-06 | 2:17:25 | 2:41:19 |
| 13850 | 0 | 0.089315 | 0.118777 | 5.74e-06 | 2:17:53 | 2:40:47 |
| 13900 | 0 | 0.186932 | 0.120386 | 5.72e-06 | 2:18:22 | 2:40:16 |
| 13950 | 0 | 0.206606 | 0.122422 | 5.69e-06 | 2:18:51 | 2:39:45 |
| 14000 | 0 | 0.221945 | 0.124220 | 5.66e-06 | 2:19:19 | 2:39:13 |
| [07:42:47] Saved checkpoint -> RESULTS/coco/run_007/checkpoint-14000 |
| [07:42:48] Generating 16 validation images ... |
| [07:43:09] Validation step 14000: 16 images -> RESULTS/coco/run_007/validation/collage_step_0014000.png |
| 14050 | 0 | 0.173660 | 0.124900 | 5.64e-06 | 2:20:17 | 2:39:16 |
| 14100 | 0 | 0.093000 | 0.124927 | 5.61e-06 | 2:20:46 | 2:38:44 |
| 14150 | 0 | 0.089741 | 0.124816 | 5.58e-06 | 2:21:14 | 2:38:12 |
| 14200 | 0 | 0.256815 | 0.124619 | 5.56e-06 | 2:21:43 | 2:37:41 |
| 14250 | 0 | 0.108035 | 0.123743 | 5.53e-06 | 2:22:11 | 2:37:10 |
| 14300 | 0 | 0.156186 | 0.122678 | 5.50e-06 | 2:22:40 | 2:36:38 |
| 14350 | 0 | 0.512671 | 0.125925 | 5.48e-06 | 2:23:09 | 2:36:07 |
| 14400 | 0 | 0.151766 | 0.126123 | 5.45e-06 | 2:23:37 | 2:35:35 |
| 14450 | 0 | 0.020469 | 0.126258 | 5.43e-06 | 2:24:06 | 2:35:04 |
| 14500 | 0 | 0.120866 | 0.127140 | 5.40e-06 | 2:24:34 | 2:34:33 |
| 14550 | 0 | 0.096110 | 0.127891 | 5.37e-06 | 2:25:03 | 2:34:01 |
| 14600 | 0 | 0.211951 | 0.128740 | 5.35e-06 | 2:25:32 | 2:33:30 |
| 14650 | 0 | 0.265026 | 0.131281 | 5.32e-06 | 2:26:00 | 2:32:59 |
| 14700 | 0 | 0.341708 | 0.133997 | 5.29e-06 | 2:26:29 | 2:32:28 |
| 14750 | 0 | 0.212208 | 0.135275 | 5.27e-06 | 2:26:58 | 2:31:57 |
| 14800 | 0 | 0.112012 | 0.134478 | 5.24e-06 | 2:27:26 | 2:31:25 |
| 14850 | 0 | 0.027136 | 0.134494 | 5.21e-06 | 2:27:55 | 2:30:54 |
| 14900 | 0 | 0.229290 | 0.136583 | 5.19e-06 | 2:28:24 | 2:30:23 |
| 14950 | 0 | 0.040314 | 0.136932 | 5.16e-06 | 2:28:52 | 2:29:52 |
| 15000 | 0 | 0.095277 | 0.136292 | 5.13e-06 | 2:29:21 | 2:29:21 |
| [07:52:42] Generating 16 validation images ... |
| [07:53:02] Validation step 15000: 16 images -> RESULTS/coco/run_007/validation/collage_step_0015000.png |
| 15050 | 0 | 0.280110 | 0.135826 | 5.11e-06 | 2:30:10 | 2:29:11 |
| 15100 | 0 | 0.026337 | 0.134164 | 5.08e-06 | 2:30:39 | 2:28:39 |
| 15150 | 0 | 0.027316 | 0.133086 | 5.05e-06 | 2:31:07 | 2:28:08 |
| 15200 | 0 | 0.106929 | 0.131412 | 5.03e-06 | 2:31:36 | 2:27:37 |
| 15250 | 0 | 0.002516 | 0.129401 | 5.00e-06 | 2:32:05 | 2:27:05 |
| 15300 | 0 | 0.141671 | 0.129565 | 4.97e-06 | 2:32:33 | 2:26:34 |
| 15350 | 0 | 0.053847 | 0.129978 | 4.95e-06 | 2:33:02 | 2:26:03 |
| 15400 | 0 | 0.044103 | 0.129527 | 4.92e-06 | 2:33:30 | 2:25:32 |
| 15450 | 0 | 0.081989 | 0.125795 | 4.89e-06 | 2:33:59 | 2:25:01 |
| 15500 | 0 | 0.040364 | 0.126031 | 4.87e-06 | 2:34:28 | 2:24:30 |
| 15550 | 0 | 0.271309 | 0.127188 | 4.84e-06 | 2:34:56 | 2:23:59 |
| 15600 | 0 | 0.125295 | 0.127739 | 4.81e-06 | 2:35:25 | 2:23:28 |
| 15650 | 0 | 0.178738 | 0.129136 | 4.79e-06 | 2:35:54 | 2:22:57 |
| 15700 | 0 | 0.178878 | 0.130413 | 4.76e-06 | 2:36:22 | 2:22:25 |
| 15750 | 0 | 0.027429 | 0.129234 | 4.73e-06 | 2:36:51 | 2:21:54 |
| 15800 | 0 | 0.175831 | 0.130781 | 4.71e-06 | 2:37:19 | 2:21:23 |
| 15850 | 0 | 0.048113 | 0.128075 | 4.68e-06 | 2:37:48 | 2:20:52 |
| 15900 | 0 | 0.156263 | 0.129353 | 4.65e-06 | 2:38:17 | 2:20:21 |
| 15950 | 0 | 0.075830 | 0.129655 | 4.63e-06 | 2:38:45 | 2:19:50 |
| 16000 | 0 | 0.132922 | 0.130456 | 4.60e-06 | 2:39:14 | 2:19:20 |
| [08:02:42] Saved checkpoint -> RESULTS/coco/run_007/checkpoint-16000 |
| [08:02:44] Generating 16 validation images ... |
| [08:03:05] Validation step 16000: 16 images -> RESULTS/coco/run_007/validation/collage_step_0016000.png |
| 16050 | 0 | 0.274942 | 0.131945 | 4.57e-06 | 2:40:13 | 2:19:16 |
| 16100 | 0 | 0.130622 | 0.130547 | 4.55e-06 | 2:40:42 | 2:18:44 |
| 16150 | 0 | 0.091373 | 0.131127 | 4.52e-06 | 2:41:11 | 2:18:13 |
| 16200 | 0 | 0.198462 | 0.131194 | 4.50e-06 | 2:41:39 | 2:17:42 |
| 16250 | 0 | 0.312269 | 0.133866 | 4.47e-06 | 2:42:08 | 2:17:11 |
| 16300 | 0 | 0.167062 | 0.134466 | 4.44e-06 | 2:42:36 | 2:16:40 |
| 16350 | 0 | 0.146779 | 0.134407 | 4.42e-06 | 2:43:05 | 2:16:09 |
| 16400 | 0 | 0.016909 | 0.134458 | 4.39e-06 | 2:43:34 | 2:15:38 |
| 16450 | 0 | 0.130154 | 0.133553 | 4.36e-06 | 2:44:02 | 2:15:07 |
| 16500 | 0 | 0.117291 | 0.134355 | 4.34e-06 | 2:44:31 | 2:14:36 |
| 16550 | 0 | 0.014924 | 0.134090 | 4.31e-06 | 2:44:59 | 2:14:05 |
| 16600 | 0 | 0.286967 | 0.136691 | 4.28e-06 | 2:45:28 | 2:13:34 |
| 16650 | 0 | 0.131198 | 0.134914 | 4.26e-06 | 2:45:57 | 2:13:03 |
| 16700 | 0 | 0.019806 | 0.133238 | 4.23e-06 | 2:46:25 | 2:12:32 |
| 16750 | 0 | 0.590534 | 0.139001 | 4.20e-06 | 2:46:54 | 2:12:02 |
| 16800 | 0 | 0.004278 | 0.138699 | 4.18e-06 | 2:47:23 | 2:11:31 |
| 16850 | 0 | 0.013296 | 0.138222 | 4.15e-06 | 2:47:52 | 2:11:00 |
| 16900 | 0 | 0.113171 | 0.136967 | 4.13e-06 | 2:48:20 | 2:10:29 |
| 16950 | 0 | 0.038505 | 0.136256 | 4.10e-06 | 2:48:49 | 2:09:58 |
| 17000 | 0 | 0.140397 | 0.133418 | 4.07e-06 | 2:49:18 | 2:09:27 |
| [08:12:38] Generating 16 validation images ... |
| [08:12:59] Validation step 17000: 16 images -> RESULTS/coco/run_007/validation/collage_step_0017000.png |
| 17050 | 0 | 0.207775 | 0.135012 | 4.05e-06 | 2:50:08 | 2:09:13 |
| 17100 | 0 | 0.043143 | 0.134786 | 4.02e-06 | 2:50:36 | 2:08:42 |
| 17150 | 0 | 0.078954 | 0.134063 | 4.00e-06 | 2:51:05 | 2:08:11 |
| 17200 | 0 | 0.097854 | 0.132553 | 3.97e-06 | 2:51:34 | 2:07:40 |
| 17250 | 0 | 0.058287 | 0.131535 | 3.94e-06 | 2:52:02 | 2:07:09 |
| 17300 | 0 | 0.396084 | 0.134066 | 3.92e-06 | 2:52:31 | 2:06:38 |
| 17350 | 0 | 0.114425 | 0.133170 | 3.89e-06 | 2:52:59 | 2:06:07 |
| 17400 | 0 | 0.413355 | 0.134031 | 3.87e-06 | 2:53:28 | 2:05:37 |
| 17450 | 0 | 0.175752 | 0.133896 | 3.84e-06 | 2:53:56 | 2:05:06 |
| 17500 | 0 | 0.027513 | 0.133128 | 3.81e-06 | 2:54:25 | 2:04:35 |
| 17550 | 0 | 0.216254 | 0.134725 | 3.79e-06 | 2:54:53 | 2:04:04 |
| 17600 | 0 | 0.054757 | 0.135101 | 3.76e-06 | 2:55:22 | 2:03:33 |
| 17650 | 0 | 0.033188 | 0.135422 | 3.74e-06 | 2:55:50 | 2:03:02 |
| 17700 | 0 | 0.073083 | 0.135041 | 3.71e-06 | 2:56:19 | 2:02:31 |
| 17750 | 0 | 0.173767 | 0.135479 | 3.68e-06 | 2:56:48 | 2:02:01 |
| 17800 | 0 | 0.181257 | 0.136866 | 3.66e-06 | 2:57:16 | 2:01:30 |
| 17850 | 0 | 0.029445 | 0.136642 | 3.63e-06 | 2:57:45 | 2:00:59 |
| 17900 | 0 | 0.015059 | 0.136649 | 3.61e-06 | 2:58:14 | 2:00:28 |
| 17950 | 0 | 0.001793 | 0.136207 | 3.58e-06 | 2:58:42 | 1:59:58 |
| 18000 | 0 | 0.001074 | 0.136194 | 3.56e-06 | 2:59:11 | 1:59:27 |
| [08:22:39] Saved checkpoint -> RESULTS/coco/run_007/checkpoint-18000 |
| [08:22:41] Generating 16 validation images ... |
| [08:23:02] Validation step 18000: 16 images -> RESULTS/coco/run_007/validation/collage_step_0018000.png |
| 18050 | 0 | 0.024053 | 0.135729 | 3.53e-06 | 3:00:10 | 1:59:16 |
| 18100 | 0 | 0.072980 | 0.135557 | 3.51e-06 | 3:00:38 | 1:58:46 |
| 18150 | 0 | 0.124679 | 0.134405 | 3.48e-06 | 3:01:07 | 1:58:15 |
| 18200 | 0 | 0.009490 | 0.133766 | 3.45e-06 | 3:01:36 | 1:57:44 |
| 18250 | 0 | 0.313952 | 0.136662 | 3.43e-06 | 3:02:04 | 1:57:13 |
| 18300 | 0 | 0.372922 | 0.139657 | 3.40e-06 | 3:02:33 | 1:56:42 |
| 18350 | 0 | 0.000847 | 0.136847 | 3.38e-06 | 3:03:01 | 1:56:12 |
| 18400 | 0 | 0.252931 | 0.137343 | 3.35e-06 | 3:03:30 | 1:55:41 |
| 18450 | 0 | 0.040650 | 0.136030 | 3.33e-06 | 3:03:58 | 1:55:10 |
| 18500 | 0 | 0.061890 | 0.135689 | 3.30e-06 | 3:04:27 | 1:54:39 |
| 18550 | 0 | 0.102985 | 0.135167 | 3.28e-06 | 3:04:55 | 1:54:09 |
| 18600 | 0 | 0.115879 | 0.134176 | 3.25e-06 | 3:05:24 | 1:53:38 |
| 18650 | 0 | 0.115377 | 0.134212 | 3.23e-06 | 3:05:53 | 1:53:07 |
| 18700 | 0 | 0.263031 | 0.136155 | 3.20e-06 | 3:06:21 | 1:52:36 |
| 18750 | 0 | 0.143763 | 0.136512 | 3.18e-06 | 3:06:50 | 1:52:06 |
| 18800 | 0 | 0.068281 | 0.136103 | 3.15e-06 | 3:07:19 | 1:51:35 |
| 18850 | 0 | 0.156679 | 0.136777 | 3.13e-06 | 3:07:47 | 1:51:05 |
| 18900 | 0 | 0.105384 | 0.135961 | 3.11e-06 | 3:08:16 | 1:50:34 |
| 18950 | 0 | 0.242991 | 0.136325 | 3.08e-06 | 3:08:45 | 1:50:03 |
| 19000 | 0 | 0.215141 | 0.136257 | 3.06e-06 | 3:09:13 | 1:49:33 |
| [08:32:34] Generating 16 validation images ... |
| [08:32:54] Validation step 19000: 16 images -> RESULTS/coco/run_007/validation/collage_step_0019000.png |
| 19050 | 0 | 0.099789 | 0.135518 | 3.03e-06 | 3:10:03 | 1:49:14 |
| 19100 | 0 | 0.129486 | 0.135883 | 3.01e-06 | 3:10:31 | 1:48:43 |
| 19150 | 0 | 0.011247 | 0.135098 | 2.98e-06 | 3:11:00 | 1:48:13 |
| 19200 | 0 | 0.123052 | 0.133761 | 2.96e-06 | 3:11:28 | 1:47:42 |
| 19250 | 0 | 0.050202 | 0.133182 | 2.93e-06 | 3:11:57 | 1:47:11 |
| 19300 | 0 | 0.002414 | 0.131644 | 2.91e-06 | 3:12:25 | 1:46:41 |
| 19350 | 0 | 0.119571 | 0.127713 | 2.89e-06 | 3:12:54 | 1:46:10 |
| 19400 | 0 | 0.031154 | 0.126507 | 2.86e-06 | 3:13:23 | 1:45:39 |
| 19450 | 0 | 0.099884 | 0.127301 | 2.84e-06 | 3:13:51 | 1:45:09 |
| 19500 | 0 | 0.068426 | 0.126777 | 2.81e-06 | 3:14:20 | 1:44:38 |
| 19550 | 0 | 0.181442 | 0.127630 | 2.79e-06 | 3:14:48 | 1:44:07 |
| 19600 | 0 | 0.165656 | 0.127167 | 2.77e-06 | 3:15:17 | 1:43:37 |
| 19650 | 0 | 0.263687 | 0.127154 | 2.74e-06 | 3:15:45 | 1:43:06 |
| 19700 | 0 | 0.084105 | 0.124578 | 2.72e-06 | 3:16:14 | 1:42:36 |
| 19750 | 0 | 0.076108 | 0.123217 | 2.69e-06 | 3:16:42 | 1:42:05 |
| 19800 | 0 | 0.277959 | 0.124876 | 2.67e-06 | 3:17:11 | 1:41:34 |
| 19850 | 0 | 0.059814 | 0.125203 | 2.65e-06 | 3:17:39 | 1:41:04 |
| 19900 | 0 | 0.157142 | 0.124482 | 2.62e-06 | 3:18:08 | 1:40:33 |
| 19950 | 0 | 0.070459 | 0.124783 | 2.60e-06 | 3:18:36 | 1:40:03 |
| 20000 | 0 | 0.056974 | 0.124400 | 2.58e-06 | 3:19:05 | 1:39:32 |
| [08:42:32] Saved checkpoint -> RESULTS/coco/run_007/checkpoint-20000 |
| [08:42:33] Generating 16 validation images ... |
| [08:42:54] Validation step 20000: 16 images -> RESULTS/coco/run_007/validation/collage_step_0020000.png |
| 20050 | 0 | 0.201586 | 0.123615 | 2.55e-06 | 3:20:02 | 1:39:16 |
| 20100 | 0 | 0.050676 | 0.123858 | 2.53e-06 | 3:20:30 | 1:38:45 |
| 20150 | 0 | 0.272219 | 0.126307 | 2.51e-06 | 3:20:59 | 1:38:15 |
| 20200 | 0 | 0.044519 | 0.125683 | 2.48e-06 | 3:21:27 | 1:37:44 |
| 20250 | 0 | 0.352495 | 0.129183 | 2.46e-06 | 3:21:56 | 1:37:13 |
| 20300 | 0 | 0.048938 | 0.128256 | 2.44e-06 | 3:22:25 | 1:36:43 |
| 20350 | 0 | 0.212817 | 0.129845 | 2.42e-06 | 3:22:53 | 1:36:12 |
| 20400 | 0 | 0.148562 | 0.130890 | 2.39e-06 | 3:23:22 | 1:35:42 |
| 20450 | 0 | 0.328747 | 0.133358 | 2.37e-06 | 3:23:50 | 1:35:11 |
| 20500 | 0 | 0.040434 | 0.133358 | 2.35e-06 | 3:24:19 | 1:34:41 |
| 20550 | 0 | 0.121852 | 0.131864 | 2.33e-06 | 3:24:48 | 1:34:10 |
| 20600 | 0 | 0.170673 | 0.132318 | 2.30e-06 | 3:25:16 | 1:33:40 |
| 20650 | 0 | 0.063515 | 0.131165 | 2.28e-06 | 3:25:45 | 1:33:09 |
| 20700 | 0 | 0.154401 | 0.130921 | 2.26e-06 | 3:26:14 | 1:32:39 |
| 20750 | 0 | 0.197668 | 0.132623 | 2.24e-06 | 3:26:42 | 1:32:08 |
| 20800 | 0 | 0.111555 | 0.131980 | 2.21e-06 | 3:27:11 | 1:31:38 |
| 20850 | 0 | 0.241757 | 0.133917 | 2.19e-06 | 3:27:40 | 1:31:08 |
| 20900 | 0 | 0.013255 | 0.132487 | 2.17e-06 | 3:28:08 | 1:30:37 |
| 20950 | 0 | 0.024362 | 0.131972 | 2.15e-06 | 3:28:37 | 1:30:07 |
| 21000 | 0 | 0.058172 | 0.131224 | 2.13e-06 | 3:29:06 | 1:29:36 |
| [08:52:26] Generating 16 validation images ... |
| [08:52:48] Validation step 21000: 16 images -> RESULTS/coco/run_007/validation/collage_step_0021000.png |
| 21050 | 0 | 0.062968 | 0.129105 | 2.10e-06 | 3:29:56 | 1:29:15 |
| 21100 | 0 | 0.099324 | 0.128792 | 2.08e-06 | 3:30:25 | 1:28:45 |
| 21150 | 0 | 0.060092 | 0.128479 | 2.06e-06 | 3:30:53 | 1:28:14 |
| 21200 | 0 | 0.015014 | 0.126644 | 2.04e-06 | 3:31:22 | 1:27:44 |
| 21250 | 0 | 0.215940 | 0.125681 | 2.02e-06 | 3:31:51 | 1:27:13 |
| 21300 | 0 | 0.036553 | 0.124376 | 2.00e-06 | 3:32:19 | 1:26:43 |
| 21350 | 0 | 0.166612 | 0.124574 | 1.98e-06 | 3:32:48 | 1:26:13 |
| 21400 | 0 | 0.154433 | 0.125950 | 1.95e-06 | 3:33:16 | 1:25:42 |
| 21450 | 0 | 0.057743 | 0.125225 | 1.93e-06 | 3:33:45 | 1:25:12 |
| 21500 | 0 | 0.139740 | 0.125450 | 1.91e-06 | 3:34:14 | 1:24:41 |
| 21550 | 0 | 0.059189 | 0.125893 | 1.89e-06 | 3:34:42 | 1:24:11 |
| 21600 | 0 | 0.119692 | 0.124220 | 1.87e-06 | 3:35:11 | 1:23:41 |
| 21650 | 0 | 0.170549 | 0.124613 | 1.85e-06 | 3:35:39 | 1:23:10 |
| 21700 | 0 | 0.089134 | 0.125307 | 1.83e-06 | 3:36:08 | 1:22:40 |
| 21750 | 0 | 0.233505 | 0.121736 | 1.81e-06 | 3:36:37 | 1:22:09 |
| 21800 | 0 | 0.035325 | 0.122047 | 1.79e-06 | 3:37:05 | 1:21:39 |
| 21850 | 0 | 0.138469 | 0.123298 | 1.77e-06 | 3:37:34 | 1:21:09 |
| 21900 | 0 | 0.122281 | 0.123390 | 1.75e-06 | 3:38:02 | 1:20:38 |
| 21950 | 0 | 0.088280 | 0.123887 | 1.73e-06 | 3:38:31 | 1:20:08 |
| 22000 | 0 | 0.078109 | 0.123264 | 1.71e-06 | 3:39:00 | 1:19:38 |
| [09:02:29] Saved checkpoint -> RESULTS/coco/run_007/checkpoint-22000 |
| [09:02:31] Generating 16 validation images ... |
| [09:02:52] Validation step 22000: 16 images -> RESULTS/coco/run_007/validation/collage_step_0022000.png |
| 22050 | 0 | 0.243419 | 0.123621 | 1.69e-06 | 3:40:00 | 1:19:19 |
| 22100 | 0 | 0.238860 | 0.125578 | 1.67e-06 | 3:40:29 | 1:18:49 |
| 22150 | 0 | 0.209905 | 0.126888 | 1.65e-06 | 3:40:57 | 1:18:18 |
| 22200 | 0 | 0.044497 | 0.126354 | 1.63e-06 | 3:41:26 | 1:17:48 |
| 22250 | 0 | 0.200071 | 0.127772 | 1.61e-06 | 3:41:55 | 1:17:17 |
| 22300 | 0 | 0.074359 | 0.124555 | 1.59e-06 | 3:42:23 | 1:16:47 |
| 22350 | 0 | 0.058906 | 0.123999 | 1.57e-06 | 3:42:52 | 1:16:17 |
| 22400 | 0 | 0.013283 | 0.119999 | 1.55e-06 | 3:43:20 | 1:15:46 |
| 22450 | 0 | 0.038877 | 0.118630 | 1.53e-06 | 3:43:49 | 1:15:16 |
| 22500 | 0 | 0.201327 | 0.120368 | 1.51e-06 | 3:44:18 | 1:14:46 |
| 22550 | 0 | 0.124471 | 0.119450 | 1.49e-06 | 3:44:46 | 1:14:15 |
| 22600 | 0 | 0.059038 | 0.119493 | 1.47e-06 | 3:45:15 | 1:13:45 |
| 22650 | 0 | 0.212602 | 0.121287 | 1.46e-06 | 3:45:43 | 1:13:15 |
| 22700 | 0 | 0.216404 | 0.122720 | 1.44e-06 | 3:46:12 | 1:12:44 |
| 22750 | 0 | 0.089199 | 0.121875 | 1.42e-06 | 3:46:41 | 1:12:14 |
| 22800 | 0 | 0.268847 | 0.122751 | 1.40e-06 | 3:47:09 | 1:11:44 |
| 22850 | 0 | 0.018259 | 0.122639 | 1.38e-06 | 3:47:38 | 1:11:13 |
| 22900 | 0 | 0.044523 | 0.122933 | 1.36e-06 | 3:48:07 | 1:10:43 |
| 22950 | 0 | 0.033938 | 0.123255 | 1.34e-06 | 3:48:35 | 1:10:13 |
| 23000 | 0 | 0.229652 | 0.125541 | 1.33e-06 | 3:49:04 | 1:09:43 |
| [09:12:25] Generating 16 validation images ... |
| [09:12:45] Validation step 23000: 16 images -> RESULTS/coco/run_007/validation/collage_step_0023000.png |
| 23050 | 0 | 0.089574 | 0.126196 | 1.31e-06 | 3:49:54 | 1:09:19 |
| 23100 | 0 | 0.181626 | 0.127282 | 1.29e-06 | 3:50:22 | 1:08:48 |
| 23150 | 0 | 0.191699 | 0.127953 | 1.27e-06 | 3:50:51 | 1:08:18 |
| 23200 | 0 | 0.059941 | 0.128457 | 1.25e-06 | 3:51:19 | 1:07:48 |
| 23250 | 0 | 0.019388 | 0.125511 | 1.24e-06 | 3:51:48 | 1:07:17 |
| 23300 | 0 | 0.126284 | 0.123045 | 1.22e-06 | 3:52:16 | 1:06:47 |
| 23350 | 0 | 0.096348 | 0.124000 | 1.20e-06 | 3:52:45 | 1:06:17 |
| 23400 | 0 | 0.253022 | 0.124001 | 1.19e-06 | 3:53:14 | 1:05:47 |
| 23450 | 0 | 0.256044 | 0.126155 | 1.17e-06 | 3:53:42 | 1:05:16 |
| 23500 | 0 | 0.134897 | 0.126885 | 1.15e-06 | 3:54:11 | 1:04:46 |
| 23550 | 0 | 0.106315 | 0.126918 | 1.13e-06 | 3:54:39 | 1:04:16 |
| 23600 | 0 | 0.049021 | 0.126250 | 1.12e-06 | 3:55:08 | 1:03:46 |
| 23650 | 0 | 0.093600 | 0.126032 | 1.10e-06 | 3:55:37 | 1:03:15 |
| 23700 | 0 | 0.079943 | 0.124201 | 1.08e-06 | 3:56:05 | 1:02:45 |
| 23750 | 0 | 0.011152 | 0.122875 | 1.07e-06 | 3:56:34 | 1:02:15 |
| 23800 | 0 | 0.177062 | 0.123963 | 1.05e-06 | 3:57:03 | 1:01:45 |
| 23850 | 0 | 0.033142 | 0.122727 | 1.03e-06 | 3:57:31 | 1:01:14 |
| 23900 | 0 | 0.080465 | 0.122478 | 1.02e-06 | 3:58:00 | 1:00:44 |
| 23950 | 0 | 0.335210 | 0.123400 | 1.00e-06 | 3:58:28 | 1:00:14 |
| 24000 | 0 | 0.157714 | 0.122826 | 9.86e-07 | 3:58:57 | 0:59:44 |
| [09:22:26] Saved checkpoint -> RESULTS/coco/run_007/checkpoint-24000 |
| [09:22:28] Generating 16 validation images ... |
| [09:22:49] Validation step 24000: 16 images -> RESULTS/coco/run_007/validation/collage_step_0024000.png |
| 24050 | 0 | 0.152923 | 0.123357 | 9.71e-07 | 3:59:58 | 0:59:22 |
| 24100 | 0 | 0.347732 | 0.125540 | 9.55e-07 | 4:00:26 | 0:58:51 |
| 24150 | 0 | 0.284814 | 0.128276 | 9.39e-07 | 4:00:55 | 0:58:21 |
| 24200 | 0 | 0.101742 | 0.128062 | 9.24e-07 | 4:01:23 | 0:57:51 |
| 24250 | 0 | 0.254919 | 0.130110 | 9.08e-07 | 4:01:52 | 0:57:21 |
| 24300 | 0 | 0.086440 | 0.130950 | 8.93e-07 | 4:02:21 | 0:56:50 |
| 24350 | 0 | 0.112104 | 0.130875 | 8.78e-07 | 4:02:49 | 0:56:20 |
| 24400 | 0 | 0.211672 | 0.132680 | 8.63e-07 | 4:03:18 | 0:55:50 |
| 24450 | 0 | 0.044340 | 0.132125 | 8.48e-07 | 4:03:46 | 0:55:20 |
| 24500 | 0 | 0.304357 | 0.134484 | 8.33e-07 | 4:04:15 | 0:54:50 |
| 24550 | 0 | 0.178941 | 0.134459 | 8.19e-07 | 4:04:44 | 0:54:19 |
| 24600 | 0 | 0.333845 | 0.136141 | 8.04e-07 | 4:05:12 | 0:53:49 |
| 24650 | 0 | 0.002797 | 0.133532 | 7.90e-07 | 4:05:41 | 0:53:19 |
| 24700 | 0 | 0.018726 | 0.132878 | 7.76e-07 | 4:06:10 | 0:52:49 |
| 24750 | 0 | 0.091251 | 0.133030 | 7.61e-07 | 4:06:38 | 0:52:19 |
| 24800 | 0 | 0.135124 | 0.131602 | 7.47e-07 | 4:07:07 | 0:51:49 |
| 24850 | 0 | 0.020353 | 0.131207 | 7.33e-07 | 4:07:36 | 0:51:18 |
| 24900 | 0 | 0.043514 | 0.130071 | 7.20e-07 | 4:08:04 | 0:50:48 |
| 24950 | 0 | 0.061534 | 0.129981 | 7.06e-07 | 4:08:33 | 0:50:18 |
| 25000 | 0 | 0.051592 | 0.129928 | 6.92e-07 | 4:09:02 | 0:49:48 |
| [09:32:22] Generating 16 validation images ... |
| [09:32:43] Validation step 25000: 16 images -> RESULTS/coco/run_007/validation/collage_step_0025000.png |
| 25050 | 0 | 0.168538 | 0.129597 | 6.79e-07 | 4:09:51 | 0:49:22 |
| 25100 | 0 | 0.275511 | 0.131845 | 6.65e-07 | 4:10:20 | 0:48:52 |
| 25150 | 0 | 0.030848 | 0.129432 | 6.52e-07 | 4:10:48 | 0:48:22 |
| 25200 | 0 | 0.082683 | 0.129813 | 6.39e-07 | 4:11:17 | 0:47:51 |
| 25250 | 0 | 0.045997 | 0.126748 | 6.26e-07 | 4:11:45 | 0:47:21 |
| 25300 | 0 | 0.064690 | 0.126906 | 6.13e-07 | 4:12:14 | 0:46:51 |
| 25350 | 0 | 0.298189 | 0.127760 | 6.01e-07 | 4:12:43 | 0:46:21 |
| 25400 | 0 | 0.177861 | 0.128053 | 5.88e-07 | 4:13:11 | 0:45:51 |
| 25450 | 0 | 0.189831 | 0.126663 | 5.76e-07 | 4:13:40 | 0:45:21 |
| 25500 | 0 | 0.068121 | 0.126940 | 5.63e-07 | 4:14:08 | 0:44:50 |
| 25550 | 0 | 0.048922 | 0.126211 | 5.51e-07 | 4:14:37 | 0:44:20 |
| 25600 | 0 | 0.035312 | 0.124857 | 5.39e-07 | 4:15:06 | 0:43:50 |
| 25650 | 0 | 0.199419 | 0.126216 | 5.27e-07 | 4:15:34 | 0:43:20 |
| 25700 | 0 | 0.111835 | 0.125791 | 5.15e-07 | 4:16:03 | 0:42:50 |
| 25750 | 0 | 0.095073 | 0.124765 | 5.03e-07 | 4:16:31 | 0:42:20 |
| 25800 | 0 | 0.086336 | 0.124513 | 4.92e-07 | 4:17:00 | 0:41:50 |
| 25850 | 0 | 0.248774 | 0.124583 | 4.80e-07 | 4:17:29 | 0:41:20 |
| 25900 | 0 | 0.348516 | 0.127935 | 4.69e-07 | 4:17:57 | 0:40:50 |
| 25950 | 0 | 0.110743 | 0.128799 | 4.58e-07 | 4:18:26 | 0:40:20 |
| 26000 | 0 | 0.007674 | 0.128294 | 4.47e-07 | 4:18:54 | 0:39:49 |
| [09:42:21] Saved checkpoint -> RESULTS/coco/run_007/checkpoint-26000 |
| [09:42:22] Generating 16 validation images ... |
| [09:42:42] Validation step 26000: 16 images -> RESULTS/coco/run_007/validation/collage_step_0026000.png |
| 26050 | 0 | 0.279117 | 0.130456 | 4.36e-07 | 4:19:51 | 0:39:24 |
| 26100 | 0 | 0.042810 | 0.129891 | 4.25e-07 | 4:20:19 | 0:38:53 |
| 26150 | 0 | 0.251892 | 0.131809 | 4.14e-07 | 4:20:48 | 0:38:23 |
| 26200 | 0 | 0.192759 | 0.133586 | 4.04e-07 | 4:21:16 | 0:37:53 |
| 26250 | 0 | 0.015244 | 0.131579 | 3.93e-07 | 4:21:45 | 0:37:23 |
| 26300 | 0 | 0.162403 | 0.132838 | 3.83e-07 | 4:22:13 | 0:36:53 |
| 26350 | 0 | 0.218515 | 0.133357 | 3.73e-07 | 4:22:42 | 0:36:23 |
| 26400 | 0 | 0.290503 | 0.134717 | 3.63e-07 | 4:23:10 | 0:35:53 |
| 26450 | 0 | 0.056353 | 0.134703 | 3.53e-07 | 4:23:39 | 0:35:23 |
| 26500 | 0 | 0.008537 | 0.133391 | 3.43e-07 | 4:24:07 | 0:34:53 |
| 26550 | 0 | 0.165502 | 0.134455 | 3.34e-07 | 4:24:36 | 0:34:23 |
| 26600 | 0 | 0.078584 | 0.134043 | 3.24e-07 | 4:25:04 | 0:33:52 |
| 26650 | 0 | 0.100973 | 0.133348 | 3.15e-07 | 4:25:33 | 0:33:22 |
| 26700 | 0 | 0.098774 | 0.133444 | 3.06e-07 | 4:26:01 | 0:32:52 |
| 26750 | 0 | 0.031417 | 0.131423 | 2.96e-07 | 4:26:30 | 0:32:22 |
| 26800 | 0 | 0.014833 | 0.131218 | 2.88e-07 | 4:26:59 | 0:31:52 |
| 26850 | 0 | 0.228605 | 0.132120 | 2.79e-07 | 4:27:27 | 0:31:22 |
| 26900 | 0 | 0.067752 | 0.131574 | 2.70e-07 | 4:27:56 | 0:30:52 |
| 26950 | 0 | 0.023994 | 0.130932 | 2.61e-07 | 4:28:24 | 0:30:22 |
| 27000 | 0 | 0.119141 | 0.131342 | 2.53e-07 | 4:28:53 | 0:29:52 |
| [09:52:14] Generating 16 validation images ... |
| [09:52:35] Validation step 27000: 16 images -> RESULTS/coco/run_007/validation/collage_step_0027000.png |
| 27050 | 0 | 0.008934 | 0.128997 | 2.45e-07 | 4:29:43 | 0:29:24 |
| 27100 | 0 | 0.264292 | 0.129251 | 2.37e-07 | 4:30:11 | 0:28:54 |
| 27150 | 0 | 0.074766 | 0.127900 | 2.29e-07 | 4:30:40 | 0:28:24 |
| 27200 | 0 | 0.013747 | 0.127592 | 2.21e-07 | 4:31:09 | 0:27:54 |
| 27250 | 0 | 0.100378 | 0.126595 | 2.13e-07 | 4:31:37 | 0:27:24 |
| 27300 | 0 | 0.223497 | 0.128087 | 2.05e-07 | 4:32:06 | 0:26:54 |
| 27350 | 0 | 0.140098 | 0.128899 | 1.98e-07 | 4:32:34 | 0:26:24 |
| 27400 | 0 | 0.095576 | 0.129722 | 1.90e-07 | 4:33:03 | 0:25:54 |
| 27450 | 0 | 0.024430 | 0.129577 | 1.83e-07 | 4:33:31 | 0:25:24 |
| 27500 | 0 | 0.003003 | 0.127594 | 1.76e-07 | 4:34:00 | 0:24:54 |
| 27550 | 0 | 0.060246 | 0.126952 | 1.69e-07 | 4:34:29 | 0:24:24 |
| 27600 | 0 | 0.040125 | 0.126763 | 1.62e-07 | 4:34:57 | 0:23:54 |
| 27650 | 0 | 0.073977 | 0.125376 | 1.56e-07 | 4:35:26 | 0:23:24 |
| 27700 | 0 | 0.259823 | 0.125811 | 1.49e-07 | 4:35:54 | 0:22:54 |
| 27750 | 0 | 0.103083 | 0.125949 | 1.43e-07 | 4:36:23 | 0:22:24 |
| 27800 | 0 | 0.055896 | 0.123820 | 1.37e-07 | 4:36:51 | 0:21:54 |
| 27850 | 0 | 0.014385 | 0.123781 | 1.30e-07 | 4:37:20 | 0:21:24 |
| 27900 | 0 | 0.023567 | 0.123572 | 1.25e-07 | 4:37:49 | 0:20:54 |
| 27950 | 0 | 0.312165 | 0.126354 | 1.19e-07 | 4:38:17 | 0:20:24 |
| 28000 | 0 | 0.012488 | 0.124182 | 1.13e-07 | 4:38:46 | 0:19:54 |
| [10:02:14] Saved checkpoint -> RESULTS/coco/run_007/checkpoint-28000 |
| [10:02:16] Generating 16 validation images ... |
| [10:02:37] Validation step 28000: 16 images -> RESULTS/coco/run_007/validation/collage_step_0028000.png |
| 28050 | 0 | 0.088191 | 0.124168 | 1.07e-07 | 4:39:46 | 0:19:26 |
| 28100 | 0 | 0.067849 | 0.123031 | 1.02e-07 | 4:40:14 | 0:18:56 |
| 28150 | 0 | 0.224096 | 0.123355 | 9.67e-08 | 4:40:42 | 0:18:26 |
| 28200 | 0 | 0.203323 | 0.124788 | 9.16e-08 | 4:41:11 | 0:17:56 |
| 28250 | 0 | 0.070359 | 0.125298 | 8.66e-08 | 4:41:39 | 0:17:26 |
| 28300 | 0 | 0.076075 | 0.124796 | 8.17e-08 | 4:42:08 | 0:16:56 |
| 28350 | 0 | 0.000197 | 0.123835 | 7.70e-08 | 4:42:37 | 0:16:26 |
| 28400 | 0 | 0.156362 | 0.122868 | 7.24e-08 | 4:43:05 | 0:15:56 |
| 28450 | 0 | 0.048831 | 0.120796 | 6.80e-08 | 4:43:34 | 0:15:26 |
| 28500 | 0 | 0.039279 | 0.119840 | 6.37e-08 | 4:44:02 | 0:14:56 |
| 28550 | 0 | 0.108879 | 0.119865 | 5.95e-08 | 4:44:31 | 0:14:27 |
| 28600 | 0 | 0.033891 | 0.119714 | 5.55e-08 | 4:44:59 | 0:13:57 |
| 28650 | 0 | 0.025739 | 0.119035 | 5.16e-08 | 4:45:28 | 0:13:27 |
| 28700 | 0 | 0.426091 | 0.122497 | 4.78e-08 | 4:45:56 | 0:12:57 |
| 28750 | 0 | 0.152558 | 0.123911 | 4.42e-08 | 4:46:25 | 0:12:27 |
| 28800 | 0 | 0.173804 | 0.123878 | 4.08e-08 | 4:46:54 | 0:11:57 |
| 28850 | 0 | 0.230932 | 0.125856 | 3.74e-08 | 4:47:22 | 0:11:27 |
| 28900 | 0 | 0.018890 | 0.125240 | 3.43e-08 | 4:47:51 | 0:10:57 |
| 28950 | 0 | 0.073069 | 0.122619 | 3.12e-08 | 4:48:19 | 0:10:27 |
| 29000 | 0 | 0.344624 | 0.124488 | 2.83e-08 | 4:48:48 | 0:09:57 |
| [10:12:09] Generating 16 validation images ... |
| [10:12:30] Validation step 29000: 16 images -> RESULTS/coco/run_007/validation/collage_step_0029000.png |
| 29050 | 0 | 0.311416 | 0.126073 | 2.56e-08 | 4:49:38 | 0:09:28 |
| 29100 | 0 | 0.136693 | 0.123963 | 2.29e-08 | 4:50:07 | 0:08:58 |
| 29150 | 0 | 0.209945 | 0.123214 | 2.05e-08 | 4:50:35 | 0:08:28 |
| 29200 | 0 | 0.114193 | 0.123338 | 1.81e-08 | 4:51:04 | 0:07:58 |
| 29250 | 0 | 0.582793 | 0.126617 | 1.59e-08 | 4:51:32 | 0:07:28 |
| 29300 | 0 | 0.124463 | 0.126997 | 1.39e-08 | 4:52:01 | 0:06:58 |
| 29350 | 0 | 0.159547 | 0.127472 | 1.20e-08 | 4:52:29 | 0:06:28 |
| 29400 | 0 | 0.012463 | 0.125480 | 1.02e-08 | 4:52:58 | 0:05:58 |
| 29450 | 0 | 0.047092 | 0.125507 | 8.57e-09 | 4:53:27 | 0:05:28 |
| 29500 | 0 | 0.096452 | 0.123428 | 7.09e-09 | 4:53:55 | 0:04:58 |
| 29550 | 0 | 0.182649 | 0.123465 | 5.74e-09 | 4:54:24 | 0:04:28 |
| 29600 | 0 | 0.000723 | 0.120134 | 4.54e-09 | 4:54:52 | 0:03:59 |
| 29650 | 0 | 0.041506 | 0.120521 | 3.47e-09 | 4:55:21 | 0:03:29 |
| 29700 | 0 | 0.027718 | 0.120611 | 2.55e-09 | 4:55:49 | 0:02:59 |
| 29750 | 0 | 0.222297 | 0.121922 | 1.77e-09 | 4:56:18 | 0:02:29 |
| 29800 | 0 | 0.073043 | 0.121301 | 1.13e-09 | 4:56:47 | 0:01:59 |
| 29850 | 0 | 0.339010 | 0.124487 | 6.38e-10 | 4:57:15 | 0:01:29 |
| 29900 | 0 | 0.111704 | 0.125169 | 2.84e-10 | 4:57:44 | 0:00:59 |
| 29950 | 0 | 0.264362 | 0.127198 | 7.09e-11 | 4:58:12 | 0:00:29 |
| 30000 | 0 | 0.195444 | 0.128636 | 0.00e+00 | 4:58:41 | 0:00:00 |
| [10:22:10] Saved checkpoint -> RESULTS/coco/run_007/checkpoint-30000 |
| [10:22:12] Generating 16 validation images ... |
| [10:22:33] Validation step 30000: 16 images -> RESULTS/coco/run_007/validation/collage_step_0030000.png |
| [10:22:33] --- Epoch 0 | Steps: 30000 | Avg Loss: 0.129004 --- |
| [10:22:33] Saving final model ... |
| [10:22:36] Transformer saved -> RESULTS/coco/run_007/transformer |
| [10:22:58] Pipeline saved -> RESULTS/coco/run_007 |
| [10:22:58] Generating final validation collage ... |
| [10:22:58] Generating 16 validation images ... |
| [10:23:19] Validation step 30000: 16 images -> RESULTS/coco/run_007/validation/collage_step_0030000.png |
| [10:23:19] |
| [10:23:19] ============================================================ |
| [10:23:19] TRAINING SUMMARY |
| [10:23:19] ============================================================ |
| [10:23:19] Total steps : 600 |
| [10:23:19] Final loss : 0.195444 |
| [10:23:19] Avg last 100 : 0.128636 |
| [10:23:19] Min loss : 0.000197 |
| [10:23:19] Total time : 4:59:59 |
| [10:23:19] Output : RESULTS/coco/run_007 |
| [10:23:19] ============================================================ |
|
|
