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- Training started: 2026-08-24 17:27:14
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- ==========================================================================================
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- Step | Epoch | Loss | Avg100 | LR | Elapsed | ETA
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- ------------------------------------------------------------------------------------------
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- [17:27:14] Run directory: RESULTS/ProGamerGov/run_019
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- [17:27:14] Base model: black-forest-labs/FLUX.2-klein-base-4B
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- [17:27:14] cuDNN SDPA disabled -- using Flash/math backend for bf16 compatibility
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- [17:27:14] Loading pretrained FLUX.2-klein components ...
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- [17:27:19] transformer.config.guidance_embeds = False (guidance ignored (base/unguided model))
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- [17:27:25] Transformer params: 3,875,544,576 total, 3,875,544,576 trainable
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- [17:27:25] VAE scale factor: 8 (x2 for patchify = 16 pixels per packed token)
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- [17:27:25] Building dataset ...
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- [17:27:25] Step-based training: 10000 steps (~1 epochs over dataset)
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- [17:27:29]
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- [17:27:29] ================================================================
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- [17:27:29] Output dir = RESULTS/ProGamerGov/run_019
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- [17:27:29] Num examples = 90000
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- [17:27:29] Num epochs = 1
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- [17:27:29] Batch/device = 1
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- [17:27:29] Grad accum = 1
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- [17:27:29] Effective BS = 3
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- [17:27:29] Total optim steps = 10000
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- [17:27:29] LR = 1e-05
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- [17:27:29] Precision = bf16
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- [17:27:29] Text encoder layers= (9, 18, 27)
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- [17:27:29] Log every = 10 steps
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- [17:27:29] Validate every = 1000 steps
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- [17:27:29] Checkpoint every = 1000 steps
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- [17:27:29] ================================================================
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- [17:27:29]
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- 10 | 0 | 1.072848 | 1.072848 | 1.00e-06 | 0:00:26 | 7:22:21
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- 20 | 0 | 1.210450 | 1.141649 | 2.00e-06 | 0:00:37 | 5:11:13
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- 30 | 0 | 1.129501 | 1.137600 | 3.00e-06 | 0:00:48 | 4:27:31
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- 40 | 0 | 0.745096 | 1.039474 | 4.00e-06 | 0:00:59 | 4:05:35
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- 50 | 0 | 0.837687 | 0.999116 | 5.00e-06 | 0:01:10 | 3:52:22
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- 60 | 0 | 0.838442 | 0.972337 | 6.00e-06 | 0:01:21 | 3:44:06
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- 70 | 0 | 0.789844 | 0.946267 | 7.00e-06 | 0:01:32 | 3:37:40
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- 80 | 0 | 0.714532 | 0.917300 | 8.00e-06 | 0:01:42 | 3:32:48
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- 90 | 0 | 0.588535 | 0.880770 | 9.00e-06 | 0:01:53 | 3:28:58
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- 100 | 0 | 1.012142 | 0.893908 | 1.00e-05 | 0:02:04 | 3:26:07
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- 110 | 0 | 0.924909 | 0.896726 | 1.00e-05 | 0:02:15 | 3:23:32
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- 120 | 0 | 0.704986 | 0.880748 | 1.00e-05 | 0:02:26 | 3:21:21
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- 130 | 0 | 0.625655 | 0.861125 | 1.00e-05 | 0:02:37 | 3:19:29
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- 140 | 0 | 0.923806 | 0.865602 | 1.00e-05 | 0:02:48 | 3:18:02
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- 150 | 0 | 1.181117 | 0.886637 | 1.00e-05 | 0:02:59 | 3:16:35
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- 160 | 0 | 1.137767 | 0.902332 | 1.00e-05 | 0:03:10 | 3:15:17
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- 170 | 0 | 0.739961 | 0.892781 | 1.00e-05 | 0:03:21 | 3:14:08
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- 180 | 0 | 0.721022 | 0.883239 | 1.00e-05 | 0:03:32 | 3:13:11
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- 190 | 0 | 0.668335 | 0.871928 | 1.00e-05 | 0:03:43 | 3:12:14
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- 200 | 0 | 0.665889 | 0.861626 | 1.00e-05 | 0:03:54 | 3:11:21
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- 210 | 0 | 0.801635 | 0.858769 | 1.00e-05 | 0:04:05 | 3:10:37
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- 220 | 0 | 0.724177 | 0.852652 | 1.00e-05 | 0:04:16 | 3:09:51
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- 230 | 0 | 0.712706 | 0.846567 | 1.00e-05 | 0:04:27 | 3:09:08
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- 240 | 0 | 1.000292 | 0.852972 | 1.00e-05 | 0:04:38 | 3:08:32
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- 250 | 0 | 0.871222 | 0.853702 | 9.99e-06 | 0:04:49 | 3:07:54
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- 260 | 0 | 0.739705 | 0.849318 | 9.99e-06 | 0:05:00 | 3:07:21
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- 270 | 0 | 0.768754 | 0.846334 | 9.99e-06 | 0:05:10 | 3:06:47
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- 280 | 0 | 0.717193 | 0.841722 | 9.99e-06 | 0:05:21 | 3:06:14
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- 290 | 0 | 0.841444 | 0.841712 | 9.99e-06 | 0:05:32 | 3:05:49
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- 300 | 0 | 0.757404 | 0.838902 | 9.99e-06 | 0:05:43 | 3:05:19
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- 310 | 0 | 0.858927 | 0.839548 | 9.99e-06 | 0:05:54 | 3:04:50
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- 320 | 0 | 0.735489 | 0.836296 | 9.99e-06 | 0:06:05 | 3:04:23
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- 330 | 0 | 0.826326 | 0.835994 | 9.99e-06 | 0:06:16 | 3:03:56
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- 340 | 0 | 0.746102 | 0.833350 | 9.99e-06 | 0:06:27 | 3:03:30
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- 350 | 0 | 0.799122 | 0.832372 | 9.98e-06 | 0:06:38 | 3:03:06
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- 360 | 0 | 0.805093 | 0.831614 | 9.98e-06 | 0:06:49 | 3:02:42
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- 370 | 0 | 1.023623 | 0.836804 | 9.98e-06 | 0:07:00 | 3:02:18
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- 380 | 0 | 0.883618 | 0.838036 | 9.98e-06 | 0:07:11 | 3:01:56
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- 390 | 0 | 0.863402 | 0.838686 | 9.98e-06 | 0:07:22 | 3:01:34
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- 400 | 0 | 1.053180 | 0.844048 | 9.98e-06 | 0:07:33 | 3:01:12
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- 410 | 0 | 0.716109 | 0.840928 | 9.98e-06 | 0:07:43 | 3:00:51
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- 420 | 0 | 1.000564 | 0.844729 | 9.97e-06 | 0:07:54 | 3:00:31
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- 430 | 0 | 0.618160 | 0.839460 | 9.97e-06 | 0:08:05 | 3:00:11
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- 440 | 0 | 0.697490 | 0.836233 | 9.97e-06 | 0:08:16 | 2:59:51
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- 450 | 0 | 0.667951 | 0.832494 | 9.97e-06 | 0:08:27 | 2:59:31
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- 460 | 0 | 0.679445 | 0.829166 | 9.97e-06 | 0:08:38 | 2:59:13
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- 470 | 0 | 0.613409 | 0.824576 | 9.97e-06 | 0:08:49 | 2:58:54
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- 480 | 0 | 0.794077 | 0.823940 | 9.96e-06 | 0:09:00 | 2:58:36
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- 490 | 0 | 0.882141 | 0.825128 | 9.96e-06 | 0:09:11 | 2:58:18
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- 500 | 0 | 0.776461 | 0.824155 | 9.96e-06 | 0:09:22 | 2:58:00
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- 510 | 0 | 1.117731 | 0.829911 | 9.96e-06 | 0:09:33 | 2:57:43
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- 520 | 0 | 0.751330 | 0.828400 | 9.96e-06 | 0:09:44 | 2:57:29
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- 530 | 0 | 0.647327 | 0.824984 | 9.95e-06 | 0:09:55 | 2:57:12
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- 540 | 0 | 0.848504 | 0.825419 | 9.95e-06 | 0:10:05 | 2:56:55
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- 550 | 0 | 1.023674 | 0.829024 | 9.95e-06 | 0:10:16 | 2:56:39
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- 560 | 0 | 0.879494 | 0.829925 | 9.95e-06 | 0:10:27 | 2:56:22
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- 570 | 0 | 0.733534 | 0.828234 | 9.94e-06 | 0:10:38 | 2:56:06
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- 580 | 0 | 1.034239 | 0.831786 | 9.94e-06 | 0:10:49 | 2:55:50
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- 590 | 0 | 1.100832 | 0.836346 | 9.94e-06 | 0:11:00 | 2:55:34
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- 600 | 0 | 0.768034 | 0.835207 | 9.94e-06 | 0:11:11 | 2:55:19
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- 610 | 0 | 0.742888 | 0.833694 | 9.93e-06 | 0:11:22 | 2:55:03
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- 620 | 0 | 0.693216 | 0.831428 | 9.93e-06 | 0:11:33 | 2:54:48
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- 630 | 0 | 0.764202 | 0.830361 | 9.93e-06 | 0:11:44 | 2:54:33
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- 640 | 0 | 1.101876 | 0.834603 | 9.93e-06 | 0:11:55 | 2:54:18
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- 650 | 0 | 0.873279 | 0.835199 | 9.92e-06 | 0:12:06 | 2:54:06
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- 660 | 0 | 1.088198 | 0.839032 | 9.92e-06 | 0:12:17 | 2:53:51
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- 670 | 0 | 0.955180 | 0.840765 | 9.92e-06 | 0:12:28 | 2:53:36
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- 680 | 0 | 1.063469 | 0.844040 | 9.92e-06 | 0:12:38 | 2:53:22
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- 690 | 0 | 0.731670 | 0.842412 | 9.91e-06 | 0:12:49 | 2:53:07
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- 700 | 0 | 0.840593 | 0.842386 | 9.91e-06 | 0:13:00 | 2:52:53
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- 710 | 0 | 0.707813 | 0.840491 | 9.91e-06 | 0:13:11 | 2:52:39
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- 720 | 0 | 0.706615 | 0.838631 | 9.90e-06 | 0:13:22 | 2:52:25
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- 730 | 0 | 0.953647 | 0.840207 | 9.90e-06 | 0:13:33 | 2:52:13
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- 740 | 0 | 0.727769 | 0.838687 | 9.90e-06 | 0:13:44 | 2:51:59
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- 750 | 0 | 1.098246 | 0.842148 | 9.89e-06 | 0:13:55 | 2:51:45
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- 760 | 0 | 0.659324 | 0.839742 | 9.89e-06 | 0:14:06 | 2:51:31
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- 770 | 0 | 0.831158 | 0.839631 | 9.89e-06 | 0:14:17 | 2:51:17
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- 780 | 0 | 1.131620 | 0.843374 | 9.88e-06 | 0:14:28 | 2:51:04
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- 790 | 0 | 1.047913 | 0.845964 | 9.88e-06 | 0:14:39 | 2:50:50
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- 800 | 0 | 0.968550 | 0.847496 | 9.88e-06 | 0:14:50 | 2:50:38
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- 810 | 0 | 0.578005 | 0.844169 | 9.87e-06 | 0:15:01 | 2:50:25
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- 820 | 0 | 1.114897 | 0.847470 | 9.87e-06 | 0:15:12 | 2:50:11
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- 830 | 0 | 0.805889 | 0.846969 | 9.87e-06 | 0:15:23 | 2:49:58
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- 840 | 0 | 0.671639 | 0.844882 | 9.86e-06 | 0:15:33 | 2:49:44
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- 850 | 0 | 1.189572 | 0.848937 | 9.86e-06 | 0:15:44 | 2:49:31
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- 860 | 0 | 1.064639 | 0.851445 | 9.86e-06 | 0:15:56 | 2:49:20
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- 870 | 0 | 0.742423 | 0.850192 | 9.85e-06 | 0:16:06 | 2:49:07
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- 880 | 0 | 0.749712 | 0.849050 | 9.85e-06 | 0:16:17 | 2:48:54
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- 890 | 0 | 1.075167 | 0.851591 | 9.84e-06 | 0:16:28 | 2:48:40
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- 900 | 0 | 0.642522 | 0.849268 | 9.84e-06 | 0:16:39 | 2:48:29
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- 910 | 0 | 0.652698 | 0.847108 | 9.84e-06 | 0:16:50 | 2:48:16
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- 920 | 0 | 0.608013 | 0.844509 | 9.83e-06 | 0:17:01 | 2:48:03
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- 930 | 0 | 1.140266 | 0.847689 | 9.83e-06 | 0:17:12 | 2:47:50
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- 940 | 0 | 1.122559 | 0.850613 | 9.82e-06 | 0:17:23 | 2:47:39
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- 950 | 0 | 0.824600 | 0.850340 | 9.82e-06 | 0:17:34 | 2:47:26
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- 960 | 0 | 0.813872 | 0.849960 | 9.81e-06 | 0:17:45 | 2:47:13
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- 970 | 0 | 1.090501 | 0.852440 | 9.81e-06 | 0:17:56 | 2:47:00
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- 980 | 0 | 0.780807 | 0.851709 | 9.81e-06 | 0:18:07 | 2:46:48
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- 990 | 0 | 1.168022 | 0.854904 | 9.80e-06 | 0:18:18 | 2:46:36
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- 1000 | 0 | 1.185015 | 0.858205 | 9.80e-06 | 0:18:29 | 2:46:23
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- [17:46:16] Saved checkpoint -> RESULTS/ProGamerGov/run_019/checkpoint-1000
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- [17:46:16] Generating 16 validation images ...
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- [17:48:34] Validation at step 1000: generated 16 images -> RESULTS/ProGamerGov/run_019/validation/collage_step_0001000.png
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- 1010 | 0 | 0.968947 | 0.857166 | 9.79e-06 | 0:21:30 | 3:11:28