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==========================================================================================
Step | Epoch | Loss | Avg100 | LR | Elapsed | ETA
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[17:33:49] Run directory: RESULTS/ProGamerGov/run_016
[17:33:49] Using existing shared cache: /data/shubham/PROJECTS/data/ProGamerGov/cache_black-forest-labs-flux.2-klein-4b_res1024_cap5
[17:33:49] Loading FLUX.2-klein-4B transformer + scheduler (transformer-only, cache-driven) ...
[17:33:52] Transformer params: 3,875,544,576 total, 3,875,544,576 trainable
[17:33:52] guidance_embeds=False (reported True on this config) -- but guidance=None is passed every forward call, training and validation alike, matching Flux2KleinPipeline's own denoising loop for this step-distilled checkpoint. --guidance_scale=1.0 is not currently used by the transformer call; kept for reference/documentation only.
[17:33:52] Loading validation-only Qwen3 tokenizer/text_encoder + VAE ...
[17:33:58] Loading cached dataset from /data/shubham/PROJECTS/data/ProGamerGov/cache_black-forest-labs-flux.2-klein-4b_res1024_cap5 ...
[17:33:58] 90000 cached samples
[17:33:59]
[17:33:59] ================================================================
[17:33:59] Model = black-forest-labs/FLUX.2-klein-4B
[17:33:59] Output dir = RESULTS/ProGamerGov/run_016
[17:33:59] Cache dir (shared) = /data/shubham/PROJECTS/data/ProGamerGov/cache_black-forest-labs-flux.2-klein-4b_res1024_cap5
[17:33:59] Num examples = 90000
[17:33:59] Num epochs = 1
[17:33:59] Batch/device = 1
[17:33:59] Grad accum = 1
[17:33:59] Effective BS = 1
[17:33:59] Total optim steps = 10000
[17:33:59] LR = 1e-05
[17:33:59] Precision = bf16
[17:33:59] Resolution = 1024x1024
[17:33:59] Grad checkpointing = True
[17:33:59] Guidance scale = 1.0 (not used -- transformer always gets guidance=None)
[17:33:59] Validate every = 1000 steps
[17:33:59] ================================================================
[17:33:59]
50 | 0 | 0.844045 | 0.844045 | 1.00e-06 | 0:01:59 | 6:34:56
100 | 0 | 0.652930 | 0.748488 | 2.00e-06 | 0:03:48 | 6:16:13
150 | 0 | 0.921907 | 0.806294 | 3.00e-06 | 0:05:37 | 6:08:54
200 | 0 | 0.813576 | 0.808114 | 4.00e-06 | 0:07:26 | 6:04:19
250 | 0 | 0.704891 | 0.787470 | 5.00e-06 | 0:09:15 | 6:00:57
300 | 0 | 0.708629 | 0.774330 | 6.00e-06 | 0:11:04 | 5:58:01
350 | 0 | 0.801067 | 0.778149 | 7.00e-06 | 0:12:53 | 5:55:25
400 | 0 | 0.792704 | 0.779969 | 8.00e-06 | 0:14:42 | 5:53:03
450 | 0 | 0.575577 | 0.757258 | 9.00e-06 | 0:16:31 | 5:50:49
500 | 0 | 0.460811 | 0.727614 | 1.00e-05 | 0:18:20 | 5:48:37
550 | 0 | 0.983956 | 0.750917 | 1.00e-05 | 0:20:10 | 5:46:31
600 | 0 | 0.535964 | 0.733005 | 1.00e-05 | 0:21:59 | 5:44:26
650 | 0 | 0.828358 | 0.740340 | 9.99e-06 | 0:23:48 | 5:42:24
700 | 0 | 0.535246 | 0.725690 | 9.99e-06 | 0:25:37 | 5:40:23
750 | 0 | 1.024390 | 0.745603 | 9.98e-06 | 0:27:26 | 5:38:24
800 | 0 | 0.862118 | 0.752886 | 9.98e-06 | 0:29:15 | 5:36:28
850 | 0 | 0.771348 | 0.753972 | 9.97e-06 | 0:31:04 | 5:34:31
900 | 0 | 0.606651 | 0.745787 | 9.96e-06 | 0:32:53 | 5:32:36
950 | 0 | 0.589058 | 0.737538 | 9.94e-06 | 0:34:42 | 5:30:41
1000 | 0 | 1.178144 | 0.759568 | 9.93e-06 | 0:36:31 | 5:28:47
[18:10:21] Generating 16 validation images ...
[18:11:03] Validation step 1000: 16 images -> RESULTS/ProGamerGov/run_016/validation/collage_step_0001000.png
1050 | 0 | 0.740070 | 0.758640 | 9.92e-06 | 0:39:03 | 5:32:57
1100 | 0 | 0.846790 | 0.762647 | 9.90e-06 | 0:40:52 | 5:30:45
1150 | 0 | 0.635369 | 0.757113 | 9.88e-06 | 0:42:41 | 5:28:35
1200 | 0 | 0.745211 | 0.756617 | 9.87e-06 | 0:44:30 | 5:26:26
1250 | 0 | 0.726400 | 0.755408 | 9.85e-06 | 0:46:20 | 5:24:20
1300 | 0 | 0.551028 | 0.747548 | 9.83e-06 | 0:48:09 | 5:22:14
1350 | 0 | 0.594174 | 0.741867 | 9.80e-06 | 0:49:58 | 5:20:11
1400 | 0 | 0.865955 | 0.746299 | 9.78e-06 | 0:51:47 | 5:18:07
1450 | 0 | 0.834589 | 0.749343 | 9.76e-06 | 0:53:36 | 5:16:06
1500 | 0 | 1.040019 | 0.759032 | 9.73e-06 | 0:55:25 | 5:14:04
1550 | 0 | 0.796757 | 0.760249 | 9.70e-06 | 0:57:14 | 5:12:04
1600 | 0 | 0.867996 | 0.763616 | 9.67e-06 | 0:59:03 | 5:10:04
1650 | 0 | 0.846357 | 0.766124 | 9.64e-06 | 1:00:52 | 5:08:04
1700 | 0 | 0.942530 | 0.771312 | 9.61e-06 | 1:02:41 | 5:06:05
1750 | 0 | 0.951827 | 0.776470 | 9.58e-06 | 1:04:30 | 5:04:08
1800 | 0 | 0.527240 | 0.769547 | 9.55e-06 | 1:06:19 | 5:02:09
1850 | 0 | 0.669364 | 0.766839 | 9.51e-06 | 1:08:08 | 5:00:12
1900 | 0 | 0.999910 | 0.772972 | 9.47e-06 | 1:09:57 | 4:58:15
1950 | 0 | 0.844921 | 0.774817 | 9.44e-06 | 1:11:46 | 4:56:19
2000 | 0 | 0.492052 | 0.767748 | 9.40e-06 | 1:13:35 | 4:54:23
[18:48:07] Saved checkpoint -> RESULTS/ProGamerGov/run_016/checkpoint-2000
[18:48:07] Generating 16 validation images ...
[18:48:49] Validation step 2000: 16 images -> RESULTS/ProGamerGov/run_016/validation/collage_step_0002000.png
2050 | 0 | 0.407144 | 0.758953 | 9.36e-06 | 1:16:49 | 4:57:55
2100 | 0 | 1.081965 | 0.766644 | 9.32e-06 | 1:18:38 | 4:55:49
2150 | 0 | 0.725225 | 0.765681 | 9.27e-06 | 1:20:27 | 4:53:45
2200 | 0 | 0.773483 | 0.765858 | 9.23e-06 | 1:22:16 | 4:51:41
2250 | 0 | 1.048982 | 0.772150 | 9.19e-06 | 1:24:05 | 4:49:39
2300 | 0 | 0.593955 | 0.768276 | 9.14e-06 | 1:25:54 | 4:47:36
2350 | 0 | 0.522239 | 0.763041 | 9.09e-06 | 1:27:43 | 4:45:35
2400 | 0 | 0.640591 | 0.760490 | 9.05e-06 | 1:29:33 | 4:43:34
2450 | 0 | 0.502444 | 0.755224 | 9.00e-06 | 1:31:22 | 4:41:34
2500 | 0 | 0.632680 | 0.752773 | 8.95e-06 | 1:33:11 | 4:39:34
2550 | 0 | 1.042654 | 0.758457 | 8.89e-06 | 1:35:00 | 4:37:34
2600 | 0 | 0.729324 | 0.757896 | 8.84e-06 | 1:36:49 | 4:35:34
2650 | 0 | 0.738172 | 0.757524 | 8.79e-06 | 1:38:38 | 4:33:35
2700 | 0 | 0.124226 | 0.745797 | 8.73e-06 | 1:40:27 | 4:31:36
2750 | 0 | 0.807698 | 0.746922 | 8.68e-06 | 1:42:16 | 4:29:38
2800 | 0 | 0.762861 | 0.747207 | 8.62e-06 | 1:44:05 | 4:27:39
2850 | 0 | 0.530459 | 0.743404 | 8.56e-06 | 1:45:54 | 4:25:41
2900 | 0 | 0.556935 | 0.740189 | 8.51e-06 | 1:47:43 | 4:23:44
2950 | 0 | 0.669591 | 0.738992 | 8.45e-06 | 1:49:32 | 4:21:47
3000 | 0 | 0.534343 | 0.735582 | 8.39e-06 | 1:51:21 | 4:19:50
[19:25:11] Generating 16 validation images ...
[19:25:53] Validation step 3000: 16 images -> RESULTS/ProGamerGov/run_016/validation/collage_step_0003000.png
3050 | 0 | 0.681797 | 0.734700 | 8.33e-06 | 1:53:53 | 4:19:30
3100 | 0 | 0.589660 | 0.732361 | 8.26e-06 | 1:55:41 | 4:17:31
3150 | 0 | 0.644525 | 0.730966 | 8.20e-06 | 1:57:30 | 4:15:33
3200 | 0 | 0.820119 | 0.732359 | 8.14e-06 | 1:59:19 | 4:13:34
3250 | 0 | 0.781918 | 0.733122 | 8.07e-06 | 2:01:09 | 4:11:37
3300 | 0 | 0.536917 | 0.730149 | 8.01e-06 | 2:02:58 | 4:09:39
3350 | 0 | 0.780118 | 0.730895 | 7.94e-06 | 2:04:47 | 4:07:42
3400 | 0 | 0.597748 | 0.728937 | 7.87e-06 | 2:06:36 | 4:05:45
3450 | 0 | 0.573531 | 0.726685 | 7.80e-06 | 2:08:25 | 4:03:48
3500 | 0 | 0.682756 | 0.726057 | 7.73e-06 | 2:10:14 | 4:01:51
3550 | 0 | 0.805025 | 0.727169 | 7.67e-06 | 2:12:03 | 3:59:55
3600 | 0 | 0.612994 | 0.725583 | 7.59e-06 | 2:13:52 | 3:57:59
3650 | 0 | 0.561785 | 0.723340 | 7.52e-06 | 2:15:41 | 3:56:03
3700 | 0 | 0.604194 | 0.721730 | 7.45e-06 | 2:17:30 | 3:54:07
3750 | 0 | 0.981519 | 0.725193 | 7.38e-06 | 2:19:19 | 3:52:11
3800 | 0 | 0.446984 | 0.721533 | 7.31e-06 | 2:21:08 | 3:50:16
3850 | 0 | 0.915816 | 0.724056 | 7.23e-06 | 2:22:57 | 3:48:21
3900 | 0 | 0.895309 | 0.726251 | 7.16e-06 | 2:24:46 | 3:46:25
3950 | 0 | 0.342204 | 0.721390 | 7.08e-06 | 2:26:35 | 3:44:30
4000 | 0 | 0.964902 | 0.724434 | 7.01e-06 | 2:28:24 | 3:42:36
[20:02:59] Saved checkpoint -> RESULTS/ProGamerGov/run_016/checkpoint-4000
[20:02:59] Generating 16 validation images ...
[20:03:41] Validation step 4000: 16 images -> RESULTS/ProGamerGov/run_016/validation/collage_step_0004000.png
4050 | 0 | 0.376627 | 0.720140 | 6.93e-06 | 2:31:40 | 3:42:50
4100 | 0 | 0.684133 | 0.719701 | 6.86e-06 | 2:33:29 | 3:40:52
4150 | 0 | 0.352862 | 0.715281 | 6.78e-06 | 2:35:18 | 3:38:55
4200 | 0 | 0.607697 | 0.714000 | 6.70e-06 | 2:37:07 | 3:36:58
4250 | 0 | 0.765522 | 0.714607 | 6.62e-06 | 2:38:56 | 3:35:02
4300 | 0 | 0.671246 | 0.714102 | 6.55e-06 | 2:40:45 | 3:33:05
4350 | 0 | 0.792208 | 0.715000 | 6.47e-06 | 2:42:34 | 3:31:09
4400 | 0 | 0.872104 | 0.716785 | 6.39e-06 | 2:44:23 | 3:29:13
4450 | 0 | 1.021088 | 0.720205 | 6.31e-06 | 2:46:12 | 3:27:17
4500 | 0 | 0.815632 | 0.721265 | 6.23e-06 | 2:48:01 | 3:25:21
4550 | 0 | 0.787340 | 0.721991 | 6.15e-06 | 2:49:50 | 3:23:26
4600 | 0 | 0.383812 | 0.718315 | 6.07e-06 | 2:51:39 | 3:21:30
4650 | 0 | 0.482537 | 0.715780 | 5.99e-06 | 2:53:28 | 3:19:35
4700 | 0 | 0.622428 | 0.714787 | 5.90e-06 | 2:55:17 | 3:17:39
4750 | 0 | 0.431416 | 0.711804 | 5.82e-06 | 2:57:06 | 3:15:44
4800 | 0 | 0.578386 | 0.710414 | 5.74e-06 | 2:58:55 | 3:13:49
4850 | 0 | 0.410229 | 0.707319 | 5.66e-06 | 3:00:44 | 3:11:55
4900 | 0 | 1.038964 | 0.710704 | 5.58e-06 | 3:02:33 | 3:10:00
4950 | 0 | 0.710203 | 0.710699 | 5.50e-06 | 3:04:22 | 3:08:05
5000 | 0 | 0.772082 | 0.711312 | 5.41e-06 | 3:06:11 | 3:06:11
[20:40:00] Generating 16 validation images ...
[20:40:43] Validation step 5000: 16 images -> RESULTS/ProGamerGov/run_016/validation/collage_step_0005000.png
5050 | 0 | 0.644466 | 0.709317 | 5.33e-06 | 3:08:42 | 3:04:58
5100 | 0 | 0.614551 | 0.708933 | 5.25e-06 | 3:10:31 | 3:03:03
5150 | 0 | 1.059436 | 0.710308 | 5.17e-06 | 3:12:20 | 3:01:08
5200 | 0 | 0.833131 | 0.710504 | 5.08e-06 | 3:14:09 | 2:59:13
5250 | 0 | 0.654336 | 0.709998 | 5.00e-06 | 3:15:58 | 2:57:18
5300 | 0 | 0.427599 | 0.707188 | 4.92e-06 | 3:17:47 | 2:55:23
5350 | 0 | 0.665212 | 0.705829 | 4.83e-06 | 3:19:36 | 2:53:29
5400 | 0 | 0.625424 | 0.704156 | 4.75e-06 | 3:21:25 | 2:51:35
5450 | 0 | 0.764991 | 0.706051 | 4.67e-06 | 3:23:14 | 2:49:40
5500 | 0 | 0.683173 | 0.708274 | 4.59e-06 | 3:25:03 | 2:47:46
5550 | 0 | 0.461650 | 0.703051 | 4.50e-06 | 3:26:52 | 2:45:52
5600 | 0 | 0.969448 | 0.707386 | 4.42e-06 | 3:28:41 | 2:43:58
5650 | 0 | 0.487881 | 0.703981 | 4.34e-06 | 3:30:30 | 2:42:04
5700 | 0 | 0.775521 | 0.706384 | 4.26e-06 | 3:32:19 | 2:40:10
5750 | 0 | 0.572985 | 0.701870 | 4.18e-06 | 3:34:08 | 2:38:16
5800 | 0 | 0.678720 | 0.700036 | 4.10e-06 | 3:35:57 | 2:36:22
5850 | 0 | 0.319320 | 0.695516 | 4.01e-06 | 3:37:46 | 2:34:29
5900 | 0 | 1.093936 | 0.700388 | 3.93e-06 | 3:39:35 | 2:32:35
5950 | 0 | 0.964691 | 0.704145 | 3.85e-06 | 3:41:24 | 2:30:42
6000 | 0 | 0.783877 | 0.700202 | 3.77e-06 | 3:43:13 | 2:28:48
[21:17:47] Saved checkpoint -> RESULTS/ProGamerGov/run_016/checkpoint-6000
[21:17:48] Generating 16 validation images ...
[21:18:29] Validation step 6000: 16 images -> RESULTS/ProGamerGov/run_016/validation/collage_step_0006000.png
6050 | 0 | 0.479470 | 0.697596 | 3.69e-06 | 3:46:29 | 2:27:52
6100 | 0 | 0.338012 | 0.692508 | 3.61e-06 | 3:48:18 | 2:25:57
6150 | 0 | 1.101839 | 0.697173 | 3.53e-06 | 3:50:07 | 2:24:03
6200 | 0 | 0.847501 | 0.698196 | 3.45e-06 | 3:51:56 | 2:22:09
6250 | 0 | 0.558847 | 0.696520 | 3.38e-06 | 3:53:45 | 2:20:15
6300 | 0 | 0.620076 | 0.697211 | 3.30e-06 | 3:55:34 | 2:18:21
6350 | 0 | 0.948455 | 0.700754 | 3.22e-06 | 3:57:23 | 2:16:27
6400 | 0 | 0.695090 | 0.699045 | 3.14e-06 | 3:59:12 | 2:14:33
6450 | 0 | 0.629251 | 0.696992 | 3.07e-06 | 4:01:01 | 2:12:39
6500 | 0 | 0.589094 | 0.692482 | 2.99e-06 | 4:02:50 | 2:10:45
6550 | 0 | 1.134479 | 0.695860 | 2.92e-06 | 4:04:39 | 2:08:51
6600 | 0 | 0.389863 | 0.691078 | 2.84e-06 | 4:06:28 | 2:06:58
6650 | 0 | 0.552840 | 0.688143 | 2.77e-06 | 4:08:17 | 2:05:04
6700 | 0 | 0.463952 | 0.683357 | 2.69e-06 | 4:10:06 | 2:03:11
6750 | 0 | 0.535153 | 0.679191 | 2.62e-06 | 4:11:55 | 2:01:17
6800 | 0 | 0.296742 | 0.676886 | 2.55e-06 | 4:13:44 | 1:59:24
6850 | 0 | 0.719256 | 0.677385 | 2.48e-06 | 4:15:33 | 1:57:31
6900 | 0 | 0.612321 | 0.673509 | 2.41e-06 | 4:17:22 | 1:55:37
6950 | 0 | 0.733164 | 0.672391 | 2.33e-06 | 4:19:11 | 1:53:44
7000 | 0 | 0.627520 | 0.673746 | 2.27e-06 | 4:21:00 | 1:51:51
[21:54:49] Generating 16 validation images ...
[21:55:32] Validation step 7000: 16 images -> RESULTS/ProGamerGov/run_016/validation/collage_step_0007000.png
7050 | 0 | 0.665177 | 0.676326 | 2.20e-06 | 4:23:31 | 1:50:16
7100 | 0 | 0.596105 | 0.671468 | 2.13e-06 | 4:25:20 | 1:48:22
7150 | 0 | 0.617047 | 0.670386 | 2.06e-06 | 4:27:09 | 1:46:29
7200 | 0 | 0.690937 | 0.669560 | 1.99e-06 | 4:28:58 | 1:44:36
7250 | 0 | 0.539691 | 0.664467 | 1.93e-06 | 4:30:47 | 1:42:42
7300 | 0 | 0.985858 | 0.668386 | 1.86e-06 | 4:32:36 | 1:40:49
7350 | 0 | 0.844112 | 0.671605 | 1.80e-06 | 4:34:25 | 1:38:56
7400 | 0 | 0.860271 | 0.673802 | 1.74e-06 | 4:36:14 | 1:37:03
7450 | 0 | 0.543785 | 0.674215 | 1.67e-06 | 4:38:03 | 1:35:10
7500 | 0 | 0.631516 | 0.674204 | 1.61e-06 | 4:39:52 | 1:33:17
7550 | 0 | 0.458525 | 0.668362 | 1.55e-06 | 4:41:41 | 1:31:24
7600 | 0 | 0.979553 | 0.670865 | 1.49e-06 | 4:43:30 | 1:29:31
7650 | 0 | 0.585212 | 0.669335 | 1.44e-06 | 4:45:19 | 1:27:38
7700 | 0 | 0.751842 | 0.675611 | 1.38e-06 | 4:47:08 | 1:25:46
7750 | 0 | 0.827454 | 0.675809 | 1.32e-06 | 4:48:57 | 1:23:53
7800 | 0 | 0.794645 | 0.676127 | 1.27e-06 | 4:50:46 | 1:22:00
7850 | 0 | 0.600050 | 0.676823 | 1.21e-06 | 4:52:35 | 1:20:08
7900 | 0 | 0.628005 | 0.677533 | 1.16e-06 | 4:54:24 | 1:18:15
7950 | 0 | 0.727164 | 0.678109 | 1.11e-06 | 4:56:13 | 1:16:23
8000 | 0 | 0.706895 | 0.679834 | 1.05e-06 | 4:58:02 | 1:14:30
[22:32:34] Saved checkpoint -> RESULTS/ProGamerGov/run_016/checkpoint-8000
[22:32:39] Generating 16 validation images ...
[22:33:21] Validation step 8000: 16 images -> RESULTS/ProGamerGov/run_016/validation/collage_step_0008000.png
8050 | 0 | 0.366898 | 0.676686 | 1.00e-06 | 5:01:21 | 1:12:59
8100 | 0 | 0.650157 | 0.677290 | 9.55e-07 | 5:03:10 | 1:11:06
8150 | 0 | 0.844060 | 0.679286 | 9.07e-07 | 5:04:59 | 1:09:13
8200 | 0 | 0.390132 | 0.674986 | 8.60e-07 | 5:06:47 | 1:07:20
8250 | 0 | 1.065786 | 0.677825 | 8.14e-07 | 5:08:37 | 1:05:27
8300 | 0 | 0.940037 | 0.681856 | 7.70e-07 | 5:10:25 | 1:03:34
8350 | 0 | 0.635731 | 0.680412 | 7.26e-07 | 5:12:14 | 1:01:42
8400 | 0 | 0.550684 | 0.679941 | 6.84e-07 | 5:14:03 | 0:59:49
8450 | 0 | 0.697461 | 0.681181 | 6.43e-07 | 5:15:52 | 0:57:56
8500 | 0 | 1.001467 | 0.684368 | 6.03e-07 | 5:17:41 | 0:56:03
8550 | 0 | 0.660252 | 0.682920 | 5.64e-07 | 5:19:30 | 0:54:11
8600 | 0 | 0.399592 | 0.680786 | 5.26e-07 | 5:21:19 | 0:52:18
8650 | 0 | 0.837832 | 0.683546 | 4.90e-07 | 5:23:08 | 0:50:25
8700 | 0 | 0.941229 | 0.686917 | 4.55e-07 | 5:24:57 | 0:48:33
8750 | 0 | 0.418091 | 0.681283 | 4.21e-07 | 5:26:46 | 0:46:40
8800 | 0 | 0.620421 | 0.683017 | 3.89e-07 | 5:28:35 | 0:44:48
8850 | 0 | 0.843704 | 0.682296 | 3.57e-07 | 5:30:24 | 0:42:56
8900 | 0 | 0.605609 | 0.679399 | 3.27e-07 | 5:32:13 | 0:41:03
8950 | 0 | 0.865366 | 0.684630 | 2.98e-07 | 5:34:02 | 0:39:11
9000 | 0 | 0.516508 | 0.680146 | 2.71e-07 | 5:35:51 | 0:37:19
[23:09:40] Generating 16 validation images ...
[23:10:23] Validation step 9000: 16 images -> RESULTS/ProGamerGov/run_016/validation/collage_step_0009000.png
9050 | 0 | 0.510741 | 0.681488 | 2.45e-07 | 5:38:22 | 0:35:31
9100 | 0 | 0.348195 | 0.678128 | 2.20e-07 | 5:40:11 | 0:33:38
9150 | 0 | 0.629388 | 0.680893 | 1.96e-07 | 5:42:00 | 0:31:46
9200 | 0 | 0.679902 | 0.681616 | 1.74e-07 | 5:43:49 | 0:29:53
9250 | 0 | 0.341266 | 0.677373 | 1.53e-07 | 5:45:38 | 0:28:01
9300 | 0 | 0.699409 | 0.677655 | 1.33e-07 | 5:47:27 | 0:26:09
9350 | 0 | 1.008352 | 0.679816 | 1.15e-07 | 5:49:16 | 0:24:16
9400 | 0 | 0.577803 | 0.676873 | 9.81e-08 | 5:51:05 | 0:22:24
9450 | 0 | 0.758561 | 0.674248 | 8.25e-08 | 5:52:54 | 0:20:32
9500 | 0 | 0.943159 | 0.675523 | 6.82e-08 | 5:54:43 | 0:18:40
9550 | 0 | 0.594392 | 0.673594 | 5.53e-08 | 5:56:32 | 0:16:48
9600 | 0 | 0.742270 | 0.677178 | 4.37e-08 | 5:58:21 | 0:14:55
9650 | 0 | 0.922489 | 0.681578 | 3.35e-08 | 6:00:10 | 0:13:03
9700 | 0 | 0.697500 | 0.682328 | 2.46e-08 | 6:01:59 | 0:11:11
9750 | 0 | 0.714300 | 0.685157 | 1.71e-08 | 6:03:48 | 0:09:19
9800 | 0 | 0.886464 | 0.688238 | 1.09e-08 | 6:05:37 | 0:07:27
9850 | 0 | 0.302371 | 0.687159 | 6.15e-09 | 6:07:26 | 0:05:35
9900 | 0 | 1.066450 | 0.687434 | 2.73e-09 | 6:09:15 | 0:03:43
9950 | 0 | 0.392142 | 0.684254 | 6.83e-10 | 6:11:04 | 0:01:51
10000 | 0 | 0.897058 | 0.685503 | 0.00e+00 | 6:12:53 | 0:00:00
[23:47:22] Saved checkpoint -> RESULTS/ProGamerGov/run_016/checkpoint-10000
[23:47:27] Generating 16 validation images ...
[23:48:09] Validation step 10000: 16 images -> RESULTS/ProGamerGov/run_016/validation/collage_step_0010000.png
[23:48:09] --- Epoch 0 | Steps: 10000 | Avg Loss: 0.692563 ---
[23:48:09] Saving final model ...
[23:48:18] Transformer saved -> RESULTS/ProGamerGov/run_016/transformer
[23:48:18] Generating final validation collage ...
[23:48:18] Generating 16 validation images ...
[23:49:00] Validation step 10000: 16 images -> RESULTS/ProGamerGov/run_016/validation/collage_step_0010000.png
[23:49:01]
[23:49:01] ============================================================
[23:49:01] TRAINING SUMMARY
[23:49:01] ============================================================
[23:49:01] Total steps : 200
[23:49:01] Final loss : 0.897058
[23:49:01] Avg last 100 : 0.685503
[23:49:01] Min loss : 0.124226
[23:49:01] Total time : 6:15:11
[23:49:01] Output : RESULTS/ProGamerGov/run_016
[23:49:01] ============================================================
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