| Training started: 2026-08-31 18:40:31 |
| ========================================================================================== |
| Step | Epoch | Loss | Avg100 | LR | Elapsed | ETA |
| ------------------------------------------------------------------------------------------ |
| [18:40:31] Run directory: RESULTS/ProGamerGov/run_002 |
| [18:40:31] cuDNN SDPA disabled -- using Flash/math backend for bf16 compatibility |
| [18:40:31] Loading pretrained SANA components ... |
| [18:40:46] Transformer params: 1,604,462,752 total, 1,604,462,752 trainable |
| [18:40:46] Building dataset ... |
| [18:40:46] Step-based training: 10000 steps (~1 epochs over dataset) |
| [18:40:48] |
| [18:40:48] ================================================================ |
| [18:40:48] Output dir = RESULTS/ProGamerGov/run_002 |
| [18:40:48] Num examples = 90000 |
| [18:40:48] Num epochs = 1 |
| [18:40:48] Batch/device = 4 |
| [18:40:48] Grad accum = 1 |
| [18:40:48] Effective BS = 4 |
| [18:40:48] Total optim steps = 10000 |
| [18:40:48] LR = 0.0001 |
| [18:40:48] Precision = bf16 |
| [18:40:48] Log every = 50 steps |
| [18:40:48] Validate every = 1000 steps |
| [18:40:48] Checkpoint every = 2000 steps |
| [18:40:48] ================================================================ |
| [18:40:48] |
| 50 | 0 | 0.815728 | 0.815728 | 1.00e-05 | 0:01:26 | 4:46:02 |
| 100 | 0 | 0.986786 | 0.901257 | 2.00e-05 | 0:02:35 | 4:16:09 |
| 150 | 0 | 0.999794 | 0.934102 | 3.00e-05 | 0:03:44 | 4:05:56 |
| 200 | 0 | 0.820000 | 0.905577 | 4.00e-05 | 0:04:54 | 4:00:25 |
| 250 | 0 | 0.681337 | 0.860729 | 5.00e-05 | 0:06:04 | 3:56:39 |
| 300 | 0 | 0.928534 | 0.872030 | 6.00e-05 | 0:07:13 | 3:53:51 |
| 350 | 0 | 0.959040 | 0.884460 | 7.00e-05 | 0:08:23 | 3:51:33 |
| 400 | 0 | 0.820120 | 0.876417 | 8.00e-05 | 0:09:33 | 3:49:32 |
| 450 | 0 | 1.225257 | 0.915177 | 9.00e-05 | 0:10:43 | 3:47:41 |
| 500 | 0 | 1.798278 | 1.003487 | 1.00e-04 | 0:11:53 | 3:45:58 |
| 550 | 0 | 1.093576 | 1.011677 | 1.00e-04 | 0:13:03 | 3:44:21 |
| 600 | 0 | 1.034643 | 1.013591 | 1.00e-04 | 0:14:13 | 3:42:49 |
| 650 | 0 | 1.007083 | 1.013090 | 9.99e-05 | 0:15:23 | 3:41:21 |
| 700 | 0 | 1.481112 | 1.046521 | 9.99e-05 | 0:16:33 | 3:39:55 |
| 750 | 0 | 0.903042 | 1.036955 | 9.98e-05 | 0:17:43 | 3:38:30 |
| 800 | 0 | 1.066107 | 1.038777 | 9.98e-05 | 0:18:52 | 3:37:08 |
| 850 | 0 | 1.579401 | 1.070579 | 9.97e-05 | 0:20:02 | 3:35:47 |
| 900 | 0 | 1.093260 | 1.071839 | 9.96e-05 | 0:21:12 | 3:34:27 |
| 950 | 0 | 1.041333 | 1.070233 | 9.94e-05 | 0:22:22 | 3:33:08 |
| 1000 | 0 | 0.833415 | 1.058392 | 9.93e-05 | 0:23:32 | 3:31:50 |
| [19:04:03] Generating 16 validation images ... |
| [19:04:58] Validation at step 1000: generated 16 images -> RESULTS/ProGamerGov/run_002/validation/collage_step_0001000.png |
| 1050 | 0 | 1.177258 | 1.064053 | 9.92e-05 | 0:25:37 | 3:38:28 |
| 1100 | 0 | 1.012302 | 1.061700 | 9.90e-05 | 0:26:47 | 3:36:47 |
| 1150 | 0 | 0.936637 | 1.056263 | 9.88e-05 | 0:27:57 | 3:35:10 |
| 1200 | 0 | 1.144120 | 1.059923 | 9.87e-05 | 0:29:07 | 3:33:35 |
| 1250 | 0 | 1.004577 | 1.057710 | 9.85e-05 | 0:30:17 | 3:32:01 |
| 1300 | 0 | 0.980134 | 1.054726 | 9.83e-05 | 0:31:27 | 3:30:30 |
| 1350 | 0 | 1.219131 | 1.060815 | 9.80e-05 | 0:32:37 | 3:29:00 |
| 1400 | 0 | 0.897523 | 1.054983 | 9.78e-05 | 0:33:46 | 3:27:31 |
| 1450 | 0 | 1.160125 | 1.058609 | 9.76e-05 | 0:34:56 | 3:26:04 |
| 1500 | 0 | 1.096355 | 1.059867 | 9.73e-05 | 0:36:06 | 3:24:37 |
| 1550 | 0 | 0.981250 | 1.057331 | 9.70e-05 | 0:37:16 | 3:23:12 |
| 1600 | 0 | 0.925545 | 1.053213 | 9.67e-05 | 0:38:26 | 3:21:48 |
| 1650 | 0 | 0.921002 | 1.049206 | 9.64e-05 | 0:39:36 | 3:20:25 |
| 1700 | 0 | 0.812424 | 1.042242 | 9.61e-05 | 0:40:46 | 3:19:02 |
| 1750 | 0 | 1.725480 | 1.061763 | 9.58e-05 | 0:41:55 | 3:17:41 |
| 1800 | 0 | 1.186097 | 1.065217 | 9.55e-05 | 0:43:05 | 3:16:20 |
| 1850 | 0 | 1.138474 | 1.067197 | 9.51e-05 | 0:44:15 | 3:15:00 |
| 1900 | 0 | 1.044841 | 1.066608 | 9.47e-05 | 0:45:25 | 3:13:40 |
| 1950 | 0 | 1.025000 | 1.065542 | 9.44e-05 | 0:46:35 | 3:12:20 |
| 2000 | 0 | 1.313880 | 1.071750 | 9.40e-05 | 0:47:45 | 3:11:01 |
| [19:28:34] Saved checkpoint -> RESULTS/ProGamerGov/run_002/checkpoint-2000 |
| [19:28:34] Generating 16 validation images ... |
| [19:29:26] Validation at step 2000: generated 16 images -> RESULTS/ProGamerGov/run_002/validation/collage_step_0002000.png |
| 2050 | 0 | 0.898450 | 1.067523 | 9.36e-05 | 0:50:05 | 3:14:15 |
| 2100 | 0 | 0.819178 | 1.061610 | 9.32e-05 | 0:51:15 | 3:12:49 |
| 2150 | 0 | 0.884319 | 1.057487 | 9.27e-05 | 0:52:25 | 3:11:23 |
| 2200 | 0 | 0.944923 | 1.054929 | 9.23e-05 | 0:53:35 | 3:09:59 |
| 2250 | 0 | 1.023681 | 1.054235 | 9.19e-05 | 0:54:45 | 3:08:35 |
| 2300 | 0 | 0.707100 | 1.046688 | 9.14e-05 | 0:55:54 | 3:07:11 |
| 2350 | 0 | 0.876464 | 1.043066 | 9.09e-05 | 0:57:04 | 3:05:48 |
| 2400 | 0 | 0.852648 | 1.039099 | 9.05e-05 | 0:58:14 | 3:04:26 |
| 2450 | 0 | 1.077642 | 1.039886 | 9.00e-05 | 0:59:24 | 3:03:04 |
| 2500 | 0 | 1.098754 | 1.041063 | 8.95e-05 | 1:00:34 | 3:01:43 |
| 2550 | 0 | 0.922496 | 1.038738 | 8.89e-05 | 1:01:44 | 3:00:22 |
| 2600 | 0 | 0.870355 | 1.035500 | 8.84e-05 | 1:02:54 | 2:59:01 |
| 2650 | 0 | 0.946451 | 1.033820 | 8.79e-05 | 1:04:03 | 2:57:41 |
| 2700 | 0 | 0.952167 | 1.032308 | 8.73e-05 | 1:05:13 | 2:56:21 |
| 2750 | 0 | 0.963490 | 1.031057 | 8.68e-05 | 1:06:23 | 2:55:02 |
| 2800 | 0 | 0.860513 | 1.028011 | 8.62e-05 | 1:07:33 | 2:53:43 |
| 2850 | 0 | 1.033739 | 1.028112 | 8.56e-05 | 1:08:43 | 2:52:24 |
| 2900 | 0 | 1.014299 | 1.027874 | 8.51e-05 | 1:09:53 | 2:51:06 |
| 2950 | 0 | 0.953566 | 1.026614 | 8.45e-05 | 1:11:03 | 2:49:48 |
| 3000 | 0 | 0.959480 | 1.025495 | 8.39e-05 | 1:12:13 | 2:48:30 |
| [19:52:44] Generating 16 validation images ... |
| [19:53:39] Validation at step 3000: generated 16 images -> RESULTS/ProGamerGov/run_002/validation/collage_step_0003000.png |
| 3050 | 0 | 0.763310 | 1.021197 | 8.33e-05 | 1:14:18 | 2:49:19 |
| 3100 | 0 | 1.093331 | 1.022361 | 8.26e-05 | 1:15:28 | 2:47:59 |
| 3150 | 0 | 1.012573 | 1.022205 | 8.20e-05 | 1:16:38 | 2:46:39 |
| 3200 | 0 | 0.996249 | 1.021800 | 8.14e-05 | 1:17:48 | 2:45:19 |
| 3250 | 0 | 0.679956 | 1.016541 | 8.07e-05 | 1:18:58 | 2:44:00 |
| 3300 | 0 | 0.678859 | 1.011424 | 8.01e-05 | 1:20:08 | 2:42:41 |
| 3350 | 0 | 1.045677 | 1.011935 | 7.94e-05 | 1:21:17 | 2:41:23 |
| 3400 | 0 | 0.939606 | 1.010872 | 7.87e-05 | 1:22:27 | 2:40:04 |
| 3450 | 0 | 0.997046 | 1.010671 | 7.80e-05 | 1:23:37 | 2:38:46 |
| 3500 | 0 | 1.002258 | 1.010551 | 7.73e-05 | 1:24:47 | 2:37:28 |
| 3550 | 0 | 1.010012 | 1.010544 | 7.67e-05 | 1:25:57 | 2:36:10 |
| 3600 | 0 | 1.032098 | 1.010843 | 7.59e-05 | 1:27:07 | 2:34:53 |
| 3650 | 0 | 0.929285 | 1.009726 | 7.52e-05 | 1:28:17 | 2:33:36 |
| 3700 | 0 | 1.117376 | 1.011180 | 7.45e-05 | 1:29:27 | 2:32:19 |
| 3750 | 0 | 0.893351 | 1.009609 | 7.38e-05 | 1:30:37 | 2:31:02 |
| 3800 | 0 | 1.061069 | 1.010286 | 7.31e-05 | 1:31:47 | 2:29:45 |
| 3850 | 0 | 1.054589 | 1.010862 | 7.23e-05 | 1:32:57 | 2:28:29 |
| 3900 | 0 | 0.944515 | 1.010011 | 7.16e-05 | 1:34:07 | 2:27:12 |
| 3950 | 0 | 1.073717 | 1.010818 | 7.08e-05 | 1:35:16 | 2:25:56 |
| 4000 | 0 | 0.977515 | 1.010401 | 7.01e-05 | 1:36:26 | 2:24:40 |
| [20:17:14] Saved checkpoint -> RESULTS/ProGamerGov/run_002/checkpoint-4000 |
| [20:17:14] Generating 16 validation images ... |
| [20:18:08] Validation at step 4000: generated 16 images -> RESULTS/ProGamerGov/run_002/validation/collage_step_0004000.png |
| 4050 | 0 | 0.815466 | 1.007995 | 6.93e-05 | 1:38:47 | 2:25:08 |
| 4100 | 0 | 0.866538 | 1.006270 | 6.86e-05 | 1:39:57 | 2:23:50 |
| 4150 | 0 | 0.761647 | 1.003322 | 6.78e-05 | 1:41:07 | 2:22:32 |
| 4200 | 0 | 0.868104 | 1.001713 | 6.70e-05 | 1:42:17 | 2:21:15 |
| 4250 | 0 | 0.763259 | 0.998907 | 6.62e-05 | 1:43:27 | 2:19:58 |
| 4300 | 0 | 0.747381 | 0.995983 | 6.55e-05 | 1:44:37 | 2:18:40 |
| 4350 | 0 | 0.806304 | 0.993802 | 6.47e-05 | 1:45:47 | 2:17:23 |
| 4400 | 0 | 0.793788 | 0.991529 | 6.39e-05 | 1:46:56 | 2:16:07 |
| 4450 | 0 | 1.014365 | 0.991786 | 6.31e-05 | 1:48:06 | 2:14:50 |
| 4500 | 0 | 1.045506 | 0.992383 | 6.23e-05 | 1:49:16 | 2:13:33 |
| 4550 | 0 | 0.824649 | 0.990540 | 6.15e-05 | 1:50:26 | 2:12:17 |
| 4600 | 0 | 0.849335 | 0.989005 | 6.07e-05 | 1:51:36 | 2:11:01 |
| 4650 | 0 | 0.794583 | 0.986914 | 5.99e-05 | 1:52:46 | 2:09:45 |
| 4700 | 0 | 0.882464 | 0.985803 | 5.90e-05 | 1:53:56 | 2:08:29 |
| 4750 | 0 | 0.903996 | 0.984942 | 5.82e-05 | 1:55:06 | 2:07:13 |
| 4800 | 0 | 0.923244 | 0.984299 | 5.74e-05 | 1:56:16 | 2:05:57 |
| 4850 | 0 | 0.766164 | 0.982051 | 5.66e-05 | 1:57:26 | 2:04:42 |
| 4900 | 0 | 1.115583 | 0.983413 | 5.58e-05 | 1:58:36 | 2:03:26 |
| 4950 | 0 | 0.859495 | 0.982161 | 5.50e-05 | 1:59:46 | 2:02:11 |
| 5000 | 0 | 0.986796 | 0.982208 | 5.41e-05 | 2:00:55 | 2:00:55 |
| [20:41:27] Generating 16 validation images ... |
| [20:42:21] Validation at step 5000: generated 16 images -> RESULTS/ProGamerGov/run_002/validation/collage_step_0005000.png |
| 5050 | 0 | 0.853041 | 0.982581 | 5.33e-05 | 2:03:00 | 2:00:34 |
| 5100 | 0 | 0.891352 | 0.981627 | 5.25e-05 | 2:04:10 | 1:59:18 |
| 5150 | 0 | 0.852001 | 0.980149 | 5.17e-05 | 2:05:20 | 1:58:02 |
| 5200 | 0 | 0.978166 | 0.981730 | 5.08e-05 | 2:06:30 | 1:56:46 |
| 5250 | 0 | 1.067264 | 0.985590 | 5.00e-05 | 2:07:40 | 1:55:30 |
| 5300 | 0 | 0.927412 | 0.985578 | 4.92e-05 | 2:08:50 | 1:54:14 |
| 5350 | 0 | 0.922892 | 0.985217 | 4.83e-05 | 2:10:00 | 1:52:59 |
| 5400 | 0 | 0.891338 | 0.985929 | 4.75e-05 | 2:11:09 | 1:51:44 |
| 5450 | 0 | 0.641700 | 0.980093 | 4.67e-05 | 2:12:19 | 1:50:28 |
| 5500 | 0 | 0.860076 | 0.970711 | 4.59e-05 | 2:13:29 | 1:49:13 |
| 5550 | 0 | 0.809209 | 0.967868 | 4.50e-05 | 2:14:39 | 1:47:58 |
| 5600 | 0 | 0.834749 | 0.965869 | 4.42e-05 | 2:15:49 | 1:46:43 |
| 5650 | 0 | 0.825797 | 0.964056 | 4.34e-05 | 2:16:59 | 1:45:28 |
| 5700 | 0 | 0.722975 | 0.956475 | 4.26e-05 | 2:18:09 | 1:44:13 |
| 5750 | 0 | 1.072122 | 0.958165 | 4.18e-05 | 2:19:19 | 1:42:58 |
| 5800 | 0 | 0.898987 | 0.956494 | 4.10e-05 | 2:20:29 | 1:41:44 |
| 5850 | 0 | 1.042494 | 0.951125 | 4.01e-05 | 2:21:39 | 1:40:29 |
| 5900 | 0 | 0.940884 | 0.949601 | 3.93e-05 | 2:22:49 | 1:39:14 |
| 5950 | 0 | 0.755747 | 0.946745 | 3.85e-05 | 2:23:59 | 1:38:00 |
| 6000 | 0 | 0.720480 | 0.945616 | 3.77e-05 | 2:25:09 | 1:36:46 |
| [21:05:56] Saved checkpoint -> RESULTS/ProGamerGov/run_002/checkpoint-6000 |
| [21:05:59] Removed old checkpoint: checkpoint-2000 |
| [21:05:59] Generating 16 validation images ... |
| [21:06:53] Validation at step 6000: generated 16 images -> RESULTS/ProGamerGov/run_002/validation/collage_step_0006000.png |
| 6050 | 0 | 1.007699 | 0.943921 | 3.69e-05 | 2:27:32 | 1:36:19 |
| 6100 | 0 | 0.804546 | 0.941843 | 3.61e-05 | 2:28:42 | 1:35:04 |
| 6150 | 0 | 0.954394 | 0.942021 | 3.53e-05 | 2:29:52 | 1:33:49 |
| 6200 | 0 | 0.757510 | 0.938154 | 3.45e-05 | 2:31:02 | 1:32:34 |
| 6250 | 0 | 0.886752 | 0.936976 | 3.38e-05 | 2:32:12 | 1:31:19 |
| 6300 | 0 | 0.790441 | 0.935079 | 3.30e-05 | 2:33:22 | 1:30:04 |
| 6350 | 0 | 0.845458 | 0.931343 | 3.22e-05 | 2:34:32 | 1:28:49 |
| 6400 | 0 | 0.819518 | 0.930562 | 3.14e-05 | 2:35:42 | 1:27:35 |
| 6450 | 0 | 0.921372 | 0.928175 | 3.07e-05 | 2:36:52 | 1:26:20 |
| 6500 | 0 | 0.768576 | 0.924897 | 2.99e-05 | 2:38:02 | 1:25:05 |
| 6550 | 0 | 0.932572 | 0.924410 | 2.92e-05 | 2:39:12 | 1:23:51 |
| 6600 | 0 | 0.724739 | 0.922402 | 2.84e-05 | 2:40:22 | 1:22:37 |
| 6650 | 0 | 0.918263 | 0.922375 | 2.77e-05 | 2:41:32 | 1:21:22 |
| 6700 | 0 | 1.017559 | 0.924426 | 2.69e-05 | 2:42:42 | 1:20:08 |
| 6750 | 0 | 0.800978 | 0.915181 | 2.62e-05 | 2:43:52 | 1:18:54 |
| 6800 | 0 | 0.806040 | 0.911381 | 2.55e-05 | 2:45:02 | 1:17:40 |
| 6850 | 0 | 0.844516 | 0.908441 | 2.48e-05 | 2:46:12 | 1:16:25 |
| 6900 | 0 | 0.815656 | 0.906149 | 2.41e-05 | 2:47:22 | 1:15:11 |
| 6950 | 0 | 0.937037 | 0.905270 | 2.33e-05 | 2:48:32 | 1:13:57 |
| 7000 | 0 | 0.844386 | 0.900575 | 2.27e-05 | 2:49:42 | 1:12:44 |
| [21:30:13] Generating 16 validation images ... |
| [21:31:07] Validation at step 7000: generated 16 images -> RESULTS/ProGamerGov/run_002/validation/collage_step_0007000.png |
| 7050 | 0 | 0.907549 | 0.900666 | 2.20e-05 | 2:51:47 | 1:11:52 |
| 7100 | 0 | 0.914123 | 0.901615 | 2.13e-05 | 2:52:57 | 1:10:38 |
| 7150 | 0 | 0.969223 | 0.902464 | 2.06e-05 | 2:54:07 | 1:09:24 |
| 7200 | 0 | 0.888359 | 0.901899 | 1.99e-05 | 2:55:17 | 1:08:10 |
| 7250 | 0 | 1.044484 | 0.902107 | 1.93e-05 | 2:56:27 | 1:06:55 |
| 7300 | 0 | 0.841045 | 0.903446 | 1.86e-05 | 2:57:37 | 1:05:41 |
| 7350 | 0 | 0.813693 | 0.902818 | 1.80e-05 | 2:58:47 | 1:04:27 |
| 7400 | 0 | 0.893144 | 0.903223 | 1.74e-05 | 2:59:57 | 1:03:13 |
| 7450 | 0 | 0.847229 | 0.900919 | 1.67e-05 | 3:01:07 | 1:01:59 |
| 7500 | 0 | 0.779042 | 0.897722 | 1.61e-05 | 3:02:17 | 1:00:45 |
| 7550 | 0 | 1.028280 | 0.898780 | 1.55e-05 | 3:03:27 | 0:59:31 |
| 7600 | 0 | 0.908931 | 0.899166 | 1.49e-05 | 3:04:37 | 0:58:18 |
| 7650 | 0 | 0.872480 | 0.898426 | 1.44e-05 | 3:05:47 | 0:57:04 |
| 7700 | 0 | 0.866200 | 0.897566 | 1.38e-05 | 3:06:57 | 0:55:50 |
| 7750 | 0 | 0.830049 | 0.896232 | 1.32e-05 | 3:08:07 | 0:54:36 |
| 7800 | 0 | 0.679748 | 0.894424 | 1.27e-05 | 3:09:17 | 0:53:23 |
| 7850 | 0 | 1.074401 | 0.894831 | 1.21e-05 | 3:10:27 | 0:52:09 |
| 7900 | 0 | 0.848909 | 0.893177 | 1.16e-05 | 3:11:37 | 0:50:56 |
| 7950 | 0 | 0.784438 | 0.891486 | 1.11e-05 | 3:12:47 | 0:49:42 |
| 8000 | 0 | 0.829242 | 0.890183 | 1.05e-05 | 3:13:57 | 0:48:29 |
| [21:54:45] Saved checkpoint -> RESULTS/ProGamerGov/run_002/checkpoint-8000 |
| [21:54:47] Removed old checkpoint: checkpoint-4000 |
| [21:54:48] Generating 16 validation images ... |
| [21:55:41] Validation at step 8000: generated 16 images -> RESULTS/ProGamerGov/run_002/validation/collage_step_0008000.png |
| 8050 | 0 | 0.657919 | 0.889129 | 1.00e-05 | 3:16:20 | 0:47:33 |
| 8100 | 0 | 0.726733 | 0.885463 | 9.55e-06 | 3:17:30 | 0:46:19 |
| 8150 | 0 | 0.845643 | 0.883794 | 9.07e-06 | 3:18:40 | 0:45:05 |
| 8200 | 0 | 0.855893 | 0.882391 | 8.60e-06 | 3:19:50 | 0:43:52 |
| 8250 | 0 | 0.830225 | 0.883893 | 8.14e-06 | 3:21:00 | 0:42:38 |
| 8300 | 0 | 0.786147 | 0.884966 | 7.70e-06 | 3:22:10 | 0:41:24 |
| 8350 | 0 | 0.804449 | 0.882554 | 7.26e-06 | 3:23:20 | 0:40:10 |
| 8400 | 0 | 0.901465 | 0.882172 | 6.84e-06 | 3:24:30 | 0:38:57 |
| 8450 | 0 | 0.947356 | 0.881676 | 6.43e-06 | 3:25:40 | 0:37:43 |
| 8500 | 0 | 0.822424 | 0.879877 | 6.03e-06 | 3:26:50 | 0:36:30 |
| 8550 | 0 | 0.826710 | 0.878044 | 5.64e-06 | 3:28:00 | 0:35:16 |
| 8600 | 0 | 0.849214 | 0.876215 | 5.26e-06 | 3:29:10 | 0:34:03 |
| 8650 | 0 | 0.835933 | 0.875282 | 4.90e-06 | 3:30:20 | 0:32:49 |
| 8700 | 0 | 0.998393 | 0.874092 | 4.55e-06 | 3:31:30 | 0:31:36 |
| 8750 | 0 | 0.848021 | 0.873639 | 4.21e-06 | 3:32:40 | 0:30:22 |
| 8800 | 0 | 0.818212 | 0.871210 | 3.89e-06 | 3:33:49 | 0:29:09 |
| 8850 | 0 | 0.871214 | 0.869376 | 3.57e-06 | 3:34:59 | 0:27:56 |
| 8900 | 0 | 0.872176 | 0.868653 | 3.27e-06 | 3:36:09 | 0:26:42 |
| 8950 | 0 | 0.813227 | 0.866048 | 2.98e-06 | 3:37:19 | 0:25:29 |
| 9000 | 0 | 0.919931 | 0.865472 | 2.71e-06 | 3:38:28 | 0:24:16 |
| [22:19:00] Generating 16 validation images ... |
| [22:19:53] Validation at step 9000: generated 16 images -> RESULTS/ProGamerGov/run_002/validation/collage_step_0009000.png |
| 9050 | 0 | 0.911892 | 0.866436 | 2.45e-06 | 3:40:32 | 0:23:09 |
| 9100 | 0 | 0.831125 | 0.866082 | 2.20e-06 | 3:41:42 | 0:21:55 |
| 9150 | 0 | 0.792044 | 0.866386 | 1.96e-06 | 3:42:52 | 0:20:42 |
| 9200 | 0 | 0.844682 | 0.866152 | 1.74e-06 | 3:44:02 | 0:19:28 |
| 9250 | 0 | 0.811820 | 0.866638 | 1.53e-06 | 3:45:11 | 0:18:15 |
| 9300 | 0 | 0.743132 | 0.866595 | 1.33e-06 | 3:46:21 | 0:17:02 |
| 9350 | 0 | 0.958217 | 0.868114 | 1.15e-06 | 3:47:31 | 0:15:49 |
| 9400 | 0 | 0.952219 | 0.869699 | 9.81e-07 | 3:48:41 | 0:14:35 |
| 9450 | 0 | 0.959677 | 0.869152 | 8.25e-07 | 3:49:51 | 0:13:22 |
| 9500 | 0 | 0.891845 | 0.867615 | 6.82e-07 | 3:51:00 | 0:12:09 |
| 9550 | 0 | 0.874155 | 0.868110 | 5.53e-07 | 3:52:10 | 0:10:56 |
| 9600 | 0 | 0.784372 | 0.867461 | 4.37e-07 | 3:53:20 | 0:09:43 |
| 9650 | 0 | 0.713979 | 0.866655 | 3.35e-07 | 3:54:30 | 0:08:30 |
| 9700 | 0 | 0.829347 | 0.866123 | 2.46e-07 | 3:55:40 | 0:07:17 |
| 9750 | 0 | 0.947658 | 0.866560 | 1.71e-07 | 3:56:50 | 0:06:04 |
| 9800 | 0 | 0.949112 | 0.866819 | 1.09e-07 | 3:57:59 | 0:04:51 |
| 9850 | 0 | 0.823834 | 0.867395 | 6.15e-08 | 3:59:09 | 0:03:38 |
| 9900 | 0 | 1.025963 | 0.866499 | 2.73e-08 | 4:00:19 | 0:02:25 |
| 9950 | 0 | 0.846316 | 0.866367 | 6.83e-09 | 4:01:28 | 0:01:12 |
| 10000 | 0 | 0.780154 | 0.864301 | 0.00e+00 | 4:02:38 | 0:00:00 |
| [22:43:27] Saved checkpoint -> RESULTS/ProGamerGov/run_002/checkpoint-10000 |
| [22:43:29] Removed old checkpoint: checkpoint-6000 |
| [22:43:29] Generating 16 validation images ... |
| [22:44:23] Validation at step 10000: generated 16 images -> RESULTS/ProGamerGov/run_002/validation/collage_step_0010000.png |
| [22:44:23] --- Epoch 0 complete | Steps: 10000 | Avg Loss: 0.925575 --- |
| [22:44:23] Saving final model ... |
| [22:44:36] Pipeline saved -> RESULTS/ProGamerGov/run_002 |
| [22:44:36] Generating final validation collage ... |
| [22:44:36] Generating 16 validation images ... |
| [22:45:29] Validation at step 10000: generated 16 images -> RESULTS/ProGamerGov/run_002/validation/collage_step_0010000.png |
| [22:45:29] |
| [22:45:29] ============================================================ |
| [22:45:29] TRAINING SUMMARY |
| [22:45:29] ============================================================ |
| [22:45:29] Total steps : 200 |
| [22:45:29] Final loss : 0.780154 |
| [22:45:29] Avg last 100 : 0.864301 |
| [22:45:29] Min loss : 0.641700 |
| [22:45:29] Total time : 4:04:58 |
| [22:45:29] Output : RESULTS/ProGamerGov/run_002 |
| [22:45:29] ============================================================ |
|
|
