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Training started: 2026-08-28 02:24:07
==========================================================================================
Step | Epoch | Loss | Avg100 | LR | Elapsed | ETA
------------------------------------------------------------------------------------------
[02:24:07] Run directory: RESULTS/ProGamerGov/run_007
[02:24:07] Base model: black-forest-labs/FLUX.2-klein-base-4B
[02:24:07] cuDNN SDPA disabled -- using Flash/math backend for bf16 compatibility
[02:24:07] Loading pretrained FLUX.2-klein components ...
[02:24:13] transformer.config.guidance_embeds = False (guidance ignored (base/unguided model))
[02:24:21] Transformer params: 3,875,544,576 total, 3,875,544,576 trainable
[02:24:21] VAE scale factor: 8 (x2 for patchify = 16 pixels per packed token)
[02:24:21] Building dataset ...
[02:24:21] Step-based training: 10000 steps (~1 epochs over dataset)
[02:24:30] TD ENABLED: building FSDP-sharded EMA target transformer (ema_tau=0.999, update_freq=1 steps, k_idx=1.0, one_idx=0.3333333333333333, lambda=1.0, weighted=False, sigma_range=[0.002,1.0], rho=7.0, steps=18, sigma_data=1.0)
[02:24:32]
[02:24:32] ================================================================
[02:24:32] Output dir = RESULTS/ProGamerGov/run_007
[02:24:32] Num examples = 90000
[02:24:32] Num epochs = 1
[02:24:32] Batch/device = 1
[02:24:32] Grad accum = 1
[02:24:32] Effective BS = 3
[02:24:32] Total optim steps = 10000
[02:24:32] LR = 1e-05
[02:24:32] Precision = bf16
[02:24:32] Text encoder layers= (9, 18, 27)
[02:24:32] Log every = 10 steps
[02:24:32] Validate every = 1000 steps
[02:24:32] Checkpoint every = 2000 steps
[02:24:32] TD = True
[02:24:32] ================================================================
[02:24:32]
10 | 0 | 1.141024 | 1.141024 | 1.00e-06 | 0:01:05 | 18:15:09
[02:25:13] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000066
20 | 0 | 1.257588 | 1.199306 | 2.00e-06 | 0:01:45 | 14:39:33
[02:25:53] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000081
30 | 0 | 1.117191 | 1.171934 | 3.00e-06 | 0:02:26 | 13:29:08
[02:26:33] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000070
40 | 0 | 0.734656 | 1.062615 | 4.00e-06 | 0:03:06 | 12:52:59
[02:27:14] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000147
50 | 0 | 0.767494 | 1.003591 | 5.00e-06 | 0:03:46 | 12:31:08
[02:27:54] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000470
60 | 0 | 0.808249 | 0.971034 | 6.00e-06 | 0:04:26 | 12:15:25
[02:28:34] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000088
70 | 0 | 0.778912 | 0.943588 | 7.00e-06 | 0:05:05 | 12:03:18
[02:29:13] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000326
80 | 0 | 0.699363 | 0.913060 | 8.00e-06 | 0:05:46 | 11:55:10
[02:29:53] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000308
90 | 0 | 0.609442 | 0.879324 | 9.00e-06 | 0:06:25 | 11:48:15
[02:30:33] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000161
100 | 0 | 0.955599 | 0.886952 | 1.00e-05 | 0:07:06 | 11:43:15
[02:31:14] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000066
110 | 0 | 0.916235 | 0.889614 | 1.00e-05 | 0:07:46 | 11:39:01
[02:31:54] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000096
120 | 0 | 0.719010 | 0.875397 | 1.00e-05 | 0:08:26 | 11:34:48
[02:32:34] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000180
130 | 0 | 0.582407 | 0.852859 | 1.00e-05 | 0:09:06 | 11:30:59
[02:33:13] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000554
140 | 0 | 0.992546 | 0.862837 | 1.00e-05 | 0:09:46 | 11:28:06
[02:33:54] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000063
150 | 0 | 1.143363 | 0.881539 | 1.00e-05 | 0:10:26 | 11:25:19
[02:34:34] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000058
160 | 0 | 1.141126 | 0.897763 | 1.00e-05 | 0:11:06 | 11:23:27
[02:35:14] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000008
170 | 0 | 0.640834 | 0.882649 | 1.00e-05 | 0:11:46 | 11:20:55
[02:35:54] TD diagnostics: frac_valid=1.000, td_loss_mean=0.001070
180 | 0 | 0.740470 | 0.874750 | 1.00e-05 | 0:12:27 | 11:19:36
[02:36:35] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000106
190 | 0 | 0.624918 | 0.861601 | 1.00e-05 | 0:13:06 | 11:16:57
[02:37:14] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000328
200 | 0 | 0.667500 | 0.851896 | 1.00e-05 | 0:13:46 | 11:15:00
[02:37:54] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000193
210 | 0 | 0.840757 | 0.851366 | 1.00e-05 | 0:14:26 | 11:13:15
[02:38:34] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000126
220 | 0 | 0.641706 | 0.841836 | 1.00e-05 | 0:15:06 | 11:11:30
[02:39:14] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000898
230 | 0 | 0.663199 | 0.834069 | 1.00e-05 | 0:15:46 | 11:10:09
[02:39:54] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000312
240 | 0 | 1.083228 | 0.844451 | 1.00e-05 | 0:16:26 | 11:08:27
[02:40:34] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000082
250 | 0 | 0.865246 | 0.845282 | 9.99e-06 | 0:17:06 | 11:07:27
[02:41:14] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000148
260 | 0 | 0.760589 | 0.842025 | 9.99e-06 | 0:17:47 | 11:06:12
[02:41:54] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000150
270 | 0 | 0.760004 | 0.838987 | 9.99e-06 | 0:18:26 | 11:04:50
[02:42:34] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000190
280 | 0 | 0.690145 | 0.833671 | 9.99e-06 | 0:19:06 | 11:03:28
[02:43:14] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000259
290 | 0 | 0.839252 | 0.833864 | 9.99e-06 | 0:19:47 | 11:02:32
[02:43:55] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000183
300 | 0 | 0.770580 | 0.831754 | 9.99e-06 | 0:20:27 | 11:01:19
[02:44:35] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000190
310 | 0 | 0.884964 | 0.833471 | 9.99e-06 | 0:21:05 | 10:59:31
[02:45:13] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000138
320 | 0 | 0.680836 | 0.828701 | 9.99e-06 | 0:21:45 | 10:58:07
[02:45:53] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000348
330 | 0 | 0.843101 | 0.829137 | 9.99e-06 | 0:22:25 | 10:57:11
[02:46:33] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000152
340 | 0 | 0.733858 | 0.826335 | 9.99e-06 | 0:23:05 | 10:56:02
[02:47:13] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000465
350 | 0 | 0.839433 | 0.826709 | 9.98e-06 | 0:23:45 | 10:54:54
[02:47:53] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000203
360 | 0 | 0.794111 | 0.825804 | 9.98e-06 | 0:24:25 | 10:53:54
[02:48:33] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000163
370 | 0 | 1.054572 | 0.831987 | 9.98e-06 | 0:25:05 | 10:52:51
[02:49:12] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000102
380 | 0 | 0.943735 | 0.834927 | 9.98e-06 | 0:25:44 | 10:51:45
[02:49:52] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000147
390 | 0 | 0.837102 | 0.834983 | 9.98e-06 | 0:26:24 | 10:50:37
[02:50:32] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000162
400 | 0 | 1.105747 | 0.841752 | 9.98e-06 | 0:27:04 | 10:49:47
[02:51:12] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000056
410 | 0 | 0.745307 | 0.839400 | 9.98e-06 | 0:27:44 | 10:48:43
[02:51:51] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000186
420 | 0 | 1.037760 | 0.844123 | 9.97e-06 | 0:28:23 | 10:47:39
[02:52:31] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000094
430 | 0 | 0.594109 | 0.838309 | 9.97e-06 | 0:29:03 | 10:46:46
[02:53:11] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000246
440 | 0 | 0.660448 | 0.834266 | 9.97e-06 | 0:29:42 | 10:45:37
[02:53:50] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000564
450 | 0 | 0.637214 | 0.829887 | 9.97e-06 | 0:30:22 | 10:44:43
[02:54:30] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000209
460 | 0 | 0.667732 | 0.826362 | 9.97e-06 | 0:31:02 | 10:43:41
[02:55:10] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000358
470 | 0 | 0.680800 | 0.823265 | 9.97e-06 | 0:31:42 | 10:42:47
[02:55:49] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000139
480 | 0 | 0.866044 | 0.824156 | 9.96e-06 | 0:32:21 | 10:41:47
[02:56:29] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000118
490 | 0 | 0.926127 | 0.826237 | 9.96e-06 | 0:33:00 | 10:40:44
[02:57:08] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000117
500 | 0 | 0.726560 | 0.824244 | 9.96e-06 | 0:33:39 | 10:39:29
[02:57:47] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000999
510 | 0 | 1.145497 | 0.830543 | 9.96e-06 | 0:34:19 | 10:38:37
[02:58:27] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000041
520 | 0 | 0.817060 | 0.830284 | 9.96e-06 | 0:34:57 | 10:37:27
[02:59:05] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000154
530 | 0 | 0.610627 | 0.826139 | 9.95e-06 | 0:35:36 | 10:36:14
[02:59:44] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000251
540 | 0 | 0.851222 | 0.826604 | 9.95e-06 | 0:36:16 | 10:35:20
[03:00:23] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000257
550 | 0 | 1.027847 | 0.830263 | 9.95e-06 | 0:36:55 | 10:34:21
[03:01:03] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000087
560 | 0 | 0.878439 | 0.831123 | 9.95e-06 | 0:37:35 | 10:33:37
[03:01:43] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000167
570 | 0 | 0.682328 | 0.828512 | 9.94e-06 | 0:38:14 | 10:32:42
[03:02:22] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000730
580 | 0 | 0.967881 | 0.830915 | 9.94e-06 | 0:38:54 | 10:31:59
[03:03:02] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000154
590 | 0 | 1.144593 | 0.836232 | 9.94e-06 | 0:39:33 | 10:30:59
[03:03:41] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000139
600 | 0 | 0.792542 | 0.835504 | 9.94e-06 | 0:40:12 | 10:29:49
[03:04:19] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000146
610 | 0 | 0.866820 | 0.836017 | 9.93e-06 | 0:40:50 | 10:28:46
[03:04:58] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000121
620 | 0 | 0.712024 | 0.834017 | 9.93e-06 | 0:41:30 | 10:27:51
[03:05:37] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000320
630 | 0 | 0.770967 | 0.833016 | 9.93e-06 | 0:42:09 | 10:27:06
[03:06:17] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000193
640 | 0 | 1.057954 | 0.836531 | 9.93e-06 | 0:42:49 | 10:26:18
[03:06:57] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000106
650 | 0 | 0.849684 | 0.836733 | 9.92e-06 | 0:43:29 | 10:25:35
[03:07:37] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000138
660 | 0 | 1.110037 | 0.840874 | 9.92e-06 | 0:44:09 | 10:24:47
[03:08:16] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000064
670 | 0 | 0.986447 | 0.843047 | 9.92e-06 | 0:44:48 | 10:24:01
[03:08:56] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000086
680 | 0 | 1.103308 | 0.846875 | 9.92e-06 | 0:45:28 | 10:23:17
[03:09:36] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000101
690 | 0 | 0.734982 | 0.845253 | 9.91e-06 | 0:46:08 | 10:22:32
[03:10:16] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000184
700 | 0 | 0.748884 | 0.843876 | 9.91e-06 | 0:46:48 | 10:21:48
[03:10:56] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000288
710 | 0 | 0.686862 | 0.841665 | 9.91e-06 | 0:47:28 | 10:21:05
[03:11:35] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000234
720 | 0 | 0.727303 | 0.840076 | 9.90e-06 | 0:48:08 | 10:20:32
[03:12:16] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000224
730 | 0 | 1.005176 | 0.842338 | 9.90e-06 | 0:48:48 | 10:19:46
[03:12:56] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000096
740 | 0 | 0.773151 | 0.841403 | 9.90e-06 | 0:49:27 | 10:18:52
[03:13:35] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000146
750 | 0 | 1.144251 | 0.845441 | 9.89e-06 | 0:50:05 | 10:17:50
[03:14:13] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000062
760 | 0 | 0.624731 | 0.842537 | 9.89e-06 | 0:50:45 | 10:17:12
[03:14:53] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000208
770 | 0 | 0.787146 | 0.841818 | 9.89e-06 | 0:51:25 | 10:16:26
[03:15:33] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000242
780 | 0 | 1.142991 | 0.845679 | 9.88e-06 | 0:52:05 | 10:15:40
[03:16:12] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000041
790 | 0 | 1.073552 | 0.848563 | 9.88e-06 | 0:52:45 | 10:15:02
[03:16:53] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000086
800 | 0 | 1.054169 | 0.851133 | 9.88e-06 | 0:53:25 | 10:14:19
[03:17:33] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000091
810 | 0 | 0.633167 | 0.848442 | 9.87e-06 | 0:54:04 | 10:13:32
[03:18:12] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000099
820 | 0 | 1.083597 | 0.851310 | 9.87e-06 | 0:54:44 | 10:12:52
[03:18:52] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000081
830 | 0 | 0.808053 | 0.850789 | 9.87e-06 | 0:55:25 | 10:12:17
[03:19:33] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000154
840 | 0 | 0.600523 | 0.847810 | 9.86e-06 | 0:56:05 | 10:11:37
[03:20:13] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000899
850 | 0 | 1.164707 | 0.851538 | 9.86e-06 | 0:56:44 | 10:10:51
[03:20:52] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000039
860 | 0 | 1.080437 | 0.854199 | 9.86e-06 | 0:57:24 | 10:10:09
[03:21:32] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000069
870 | 0 | 0.750962 | 0.853013 | 9.85e-06 | 0:58:05 | 10:09:35
[03:22:13] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000154
880 | 0 | 0.764327 | 0.852005 | 9.85e-06 | 0:58:44 | 10:08:50
[03:22:52] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000098
890 | 0 | 1.101905 | 0.854813 | 9.84e-06 | 0:59:24 | 10:08:06
[03:23:32] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000053
900 | 0 | 0.615994 | 0.852159 | 9.84e-06 | 1:00:04 | 10:07:26
[03:24:12] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000246
910 | 0 | 0.604752 | 0.849441 | 9.84e-06 | 1:00:44 | 10:06:44
[03:24:52] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000445
920 | 0 | 0.634144 | 0.847100 | 9.83e-06 | 1:01:24 | 10:06:06
[03:25:32] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000167
930 | 0 | 1.158141 | 0.850445 | 9.83e-06 | 1:02:04 | 10:05:23
[03:26:12] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000041
940 | 0 | 1.133633 | 0.853458 | 9.82e-06 | 1:02:43 | 10:04:31
[03:26:51] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000008
950 | 0 | 0.823367 | 0.853141 | 9.82e-06 | 1:03:22 | 10:03:45
[03:27:30] TD diagnostics: frac_valid=1.000, td_loss_mean=0.002214
960 | 0 | 0.879153 | 0.853412 | 9.81e-06 | 1:04:02 | 10:03:01
[03:28:10] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000201
970 | 0 | 1.093789 | 0.855890 | 9.81e-06 | 1:04:41 | 10:02:13
[03:28:49] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000035
980 | 0 | 0.790697 | 0.855225 | 9.81e-06 | 1:05:19 | 10:01:17
[03:29:27] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000177
990 | 0 | 1.187228 | 0.858578 | 9.80e-06 | 1:05:58 | 10:00:21
[03:30:05] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000064
1000 | 0 | 1.189247 | 0.861885 | 9.80e-06 | 1:06:36 | 9:59:28
[03:30:44] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000033
[03:31:12] Generating 16 validation images ...
[03:37:41] Validation step 1000: 16 images -> RESULTS/ProGamerGov/run_007/validation/collage_step_0001000.png
1010 | 0 | 1.031659 | 0.860791 | 9.79e-06 | 1:14:13 | 11:00:38
[03:38:21] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000099
1020 | 0 | 1.138243 | 0.859598 | 9.79e-06 | 1:14:52 | 10:59:13
[03:39:00] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000008
1030 | 0 | 0.673816 | 0.855164 | 9.78e-06 | 1:15:32 | 10:57:52
[03:39:40] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000230
1040 | 0 | 0.694458 | 0.854762 | 9.78e-06 | 1:16:12 | 10:56:36
[03:40:20] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000187
1050 | 0 | 1.108801 | 0.858175 | 9.77e-06 | 1:16:52 | 10:55:14
[03:41:00] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000097
1060 | 0 | 0.924796 | 0.859341 | 9.77e-06 | 1:17:32 | 10:53:58
[03:41:40] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000064
1070 | 0 | 0.706404 | 0.858616 | 9.76e-06 | 1:18:11 | 10:52:36
[03:42:19] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000299
1080 | 0 | 0.962672 | 0.861249 | 9.76e-06 | 1:18:51 | 10:51:17
[03:42:59] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000130
1090 | 0 | 0.718337 | 0.862338 | 9.76e-06 | 1:19:30 | 10:49:57
[03:43:38] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000306
1100 | 0 | 0.932431 | 0.862106 | 9.75e-06 | 1:20:10 | 10:48:37
[03:44:17] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000122
1110 | 0 | 0.543862 | 0.858382 | 9.75e-06 | 1:20:50 | 10:47:27
[03:44:58] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000236
1120 | 0 | 0.995132 | 0.861143 | 9.74e-06 | 1:21:29 | 10:46:06
[03:45:37] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000084
1130 | 0 | 0.797795 | 0.863297 | 9.74e-06 | 1:22:08 | 10:44:44
[03:46:16] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000217
1140 | 0 | 0.703010 | 0.860402 | 9.73e-06 | 1:22:47 | 10:43:28
[03:46:55] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000141
1150 | 0 | 0.625029 | 0.855219 | 9.73e-06 | 1:23:28 | 10:42:21
[03:47:36] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000221
1160 | 0 | 1.115763 | 0.854965 | 9.72e-06 | 1:24:07 | 10:41:07
[03:48:15] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000010
1170 | 0 | 1.068280 | 0.859239 | 9.71e-06 | 1:24:47 | 10:39:55
[03:48:55] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000108
1180 | 0 | 1.031903 | 0.862154 | 9.71e-06 | 1:25:27 | 10:38:45
[03:49:35] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000099
1190 | 0 | 0.739541 | 0.863300 | 9.70e-06 | 1:26:06 | 10:37:29
[03:50:14] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000159
1200 | 0 | 0.668659 | 0.863312 | 9.70e-06 | 1:26:45 | 10:36:10
[03:50:52] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000161
1210 | 0 | 0.707527 | 0.861979 | 9.69e-06 | 1:27:23 | 10:34:51
[03:51:31] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000290
1220 | 0 | 1.119068 | 0.866753 | 9.69e-06 | 1:28:03 | 10:33:45
[03:52:11] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000080
1230 | 0 | 1.173843 | 0.871859 | 9.68e-06 | 1:28:42 | 10:32:33
[03:52:50] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000027
1240 | 0 | 0.770199 | 0.868729 | 9.68e-06 | 1:29:22 | 10:31:26
[03:53:30] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000140
1250 | 0 | 1.083999 | 0.870917 | 9.67e-06 | 1:30:03 | 10:30:21
[03:54:10] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000111
1260 | 0 | 0.817571 | 0.871486 | 9.67e-06 | 1:30:42 | 10:29:12
[03:54:50] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000251
1270 | 0 | 1.040482 | 0.874291 | 9.66e-06 | 1:31:22 | 10:28:06
[03:55:30] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000096
1280 | 0 | 0.768267 | 0.875072 | 9.65e-06 | 1:32:02 | 10:26:58
[03:56:09] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000144
1290 | 0 | 0.761254 | 0.874292 | 9.65e-06 | 1:32:41 | 10:25:53
[03:56:49] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000417
1300 | 0 | 0.607741 | 0.872664 | 9.64e-06 | 1:33:21 | 10:24:45
[03:57:29] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000253
1310 | 0 | 1.076632 | 0.874581 | 9.64e-06 | 1:34:00 | 10:23:39
[03:58:08] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000087
1320 | 0 | 0.946103 | 0.877233 | 9.63e-06 | 1:34:40 | 10:22:34
[03:58:48] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000076
1330 | 0 | 1.188423 | 0.880687 | 9.62e-06 | 1:35:20 | 10:21:29
[03:59:28] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000032
1340 | 0 | 0.704738 | 0.880395 | 9.62e-06 | 1:36:00 | 10:20:26
[04:00:08] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000317
1350 | 0 | 0.762618 | 0.879627 | 9.61e-06 | 1:36:39 | 10:19:19
[04:00:47] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000188
1360 | 0 | 0.897512 | 0.880661 | 9.61e-06 | 1:37:19 | 10:18:18
[04:01:27] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000130
1370 | 0 | 1.035074 | 0.880466 | 9.60e-06 | 1:37:59 | 10:17:13
[04:02:06] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000077
1380 | 0 | 0.606614 | 0.877095 | 9.59e-06 | 1:38:38 | 10:16:09
[04:02:46] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000402
1390 | 0 | 1.107660 | 0.879801 | 9.59e-06 | 1:39:18 | 10:15:08
[04:03:26] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000096
1400 | 0 | 1.011734 | 0.878860 | 9.58e-06 | 1:39:58 | 10:14:10
[04:04:06] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000089
1410 | 0 | 0.884375 | 0.880251 | 9.57e-06 | 1:40:38 | 10:13:07
[04:04:46] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000163
1420 | 0 | 0.967652 | 0.879550 | 9.57e-06 | 1:41:17 | 10:12:02
[04:05:25] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000117
1430 | 0 | 1.143762 | 0.885047 | 9.56e-06 | 1:41:57 | 10:11:04
[04:06:05] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000011
1440 | 0 | 1.095488 | 0.889397 | 9.55e-06 | 1:42:37 | 10:10:05
[04:06:45] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000095
1450 | 0 | 1.044343 | 0.893468 | 9.55e-06 | 1:43:17 | 10:09:05
[04:07:25] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000060
1460 | 0 | 0.624297 | 0.893034 | 9.54e-06 | 1:43:57 | 10:08:06
[04:08:05] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000350
1470 | 0 | 1.139901 | 0.897625 | 9.53e-06 | 1:44:38 | 10:07:12
[04:08:46] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000053
1480 | 0 | 0.818112 | 0.897146 | 9.53e-06 | 1:45:18 | 10:06:11
[04:09:25] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000183
1490 | 0 | 0.907942 | 0.896964 | 9.52e-06 | 1:45:57 | 10:05:10
[04:10:05] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000129
1500 | 0 | 0.951059 | 0.899209 | 9.51e-06 | 1:46:37 | 10:04:12
[04:10:45] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000086
1510 | 0 | 0.870225 | 0.896456 | 9.51e-06 | 1:47:17 | 10:03:13
[04:11:25] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000134
1520 | 0 | 1.042413 | 0.898710 | 9.50e-06 | 1:47:57 | 10:02:14
[04:12:04] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000081
1530 | 0 | 0.586918 | 0.898472 | 9.49e-06 | 1:48:36 | 10:01:14
[04:12:44] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000206
1540 | 0 | 1.135417 | 0.901314 | 9.49e-06 | 1:49:16 | 10:00:16
[04:13:24] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000035
1550 | 0 | 0.868416 | 0.899720 | 9.48e-06 | 1:49:55 | 9:59:15
[04:14:03] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000128
1560 | 0 | 0.657932 | 0.897515 | 9.47e-06 | 1:50:34 | 9:58:16
[04:14:42] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000126
1570 | 0 | 0.990843 | 0.900600 | 9.47e-06 | 1:51:14 | 9:57:17
[04:15:22] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000132
1580 | 0 | 0.922567 | 0.900147 | 9.46e-06 | 1:51:54 | 9:56:20
[04:16:02] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000134
1590 | 0 | 0.916693 | 0.897868 | 9.45e-06 | 1:52:33 | 9:55:22
[04:16:41] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000106
1600 | 0 | 0.742984 | 0.897372 | 9.44e-06 | 1:53:13 | 9:54:24
[04:17:21] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000123
1610 | 0 | 1.158239 | 0.900287 | 9.44e-06 | 1:53:52 | 9:53:27
[04:18:00] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000015
1620 | 0 | 0.687509 | 0.900042 | 9.43e-06 | 1:54:32 | 9:52:29
[04:18:40] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000210
1630 | 0 | 0.489505 | 0.897227 | 9.42e-06 | 1:55:12 | 9:51:37
[04:19:20] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000220
1640 | 0 | 0.617107 | 0.892818 | 9.41e-06 | 1:55:52 | 9:50:39
[04:20:00] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000168
1650 | 0 | 1.049058 | 0.894812 | 9.41e-06 | 1:56:32 | 9:49:45
[04:20:40] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000073
1660 | 0 | 0.843873 | 0.892151 | 9.40e-06 | 1:57:10 | 9:48:43
[04:21:18] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000151
1670 | 0 | 0.857798 | 0.890864 | 9.39e-06 | 1:57:49 | 9:47:44
[04:21:57] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000140
1680 | 0 | 0.783886 | 0.887670 | 9.38e-06 | 1:58:30 | 9:46:51
[04:22:37] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000155
1690 | 0 | 0.805828 | 0.888378 | 9.38e-06 | 1:59:09 | 9:45:56
[04:23:17] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000110
1700 | 0 | 0.757854 | 0.888468 | 9.37e-06 | 1:59:49 | 9:45:01
[04:23:57] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000130
1710 | 0 | 1.154004 | 0.893139 | 9.36e-06 | 2:00:29 | 9:44:05
[04:24:36] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000072
1720 | 0 | 1.095048 | 0.896817 | 9.35e-06 | 2:01:09 | 9:43:13
[04:25:17] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000039
1730 | 0 | 1.178557 | 0.898551 | 9.35e-06 | 2:01:48 | 9:42:19
[04:25:56] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000030
1740 | 0 | 0.627960 | 0.897099 | 9.34e-06 | 2:02:28 | 9:41:24
[04:26:36] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000285
1750 | 0 | 1.155485 | 0.897211 | 9.33e-06 | 2:03:08 | 9:40:30
[04:27:16] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000039
1760 | 0 | 0.678451 | 0.897748 | 9.32e-06 | 2:03:48 | 9:39:38
[04:27:56] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000153
1770 | 0 | 0.774210 | 0.897619 | 9.31e-06 | 2:04:28 | 9:38:44
[04:28:35] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000224
1780 | 0 | 0.801782 | 0.894207 | 9.31e-06 | 2:05:07 | 9:37:49
[04:29:15] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000965
1790 | 0 | 0.758044 | 0.891052 | 9.30e-06 | 2:05:47 | 9:36:58
[04:29:55] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000151
1800 | 0 | 0.634468 | 0.886855 | 9.29e-06 | 2:06:27 | 9:36:03
[04:30:35] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000183
1810 | 0 | 1.044461 | 0.890968 | 9.28e-06 | 2:07:06 | 9:35:10
[04:31:14] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000075
1820 | 0 | 1.134354 | 0.891475 | 9.27e-06 | 2:07:46 | 9:34:16
[04:31:54] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000057
1830 | 0 | 0.621528 | 0.889610 | 9.27e-06 | 2:08:26 | 9:33:25
[04:32:34] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000161
1840 | 0 | 1.148947 | 0.895094 | 9.26e-06 | 2:09:05 | 9:32:30
[04:33:13] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000022
1850 | 0 | 0.947332 | 0.892921 | 9.25e-06 | 2:09:45 | 9:31:37
[04:33:53] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000166
1860 | 0 | 1.096318 | 0.893079 | 9.24e-06 | 2:10:24 | 9:30:41
[04:34:31] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000056
1870 | 0 | 0.602361 | 0.891593 | 9.23e-06 | 2:11:03 | 9:29:48
[04:35:11] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000213
1880 | 0 | 0.586523 | 0.889815 | 9.22e-06 | 2:11:43 | 9:28:55
[04:35:51] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000398
1890 | 0 | 0.983931 | 0.888636 | 9.21e-06 | 2:12:22 | 9:28:03
[04:36:30] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000086
1900 | 0 | 1.072034 | 0.893196 | 9.21e-06 | 2:13:03 | 9:27:14
[04:37:11] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000121
1910 | 0 | 0.748506 | 0.894633 | 9.20e-06 | 2:13:43 | 9:26:23
[04:37:51] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000213
1920 | 0 | 0.602140 | 0.894313 | 9.19e-06 | 2:14:22 | 9:25:29
[04:38:30] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000264
1930 | 0 | 0.784461 | 0.890577 | 9.18e-06 | 2:15:02 | 9:24:40
[04:39:10] TD diagnostics: frac_valid=1.000, td_loss_mean=0.001168
1940 | 0 | 0.740373 | 0.886644 | 9.17e-06 | 2:15:41 | 9:23:46
[04:39:49] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000255
1950 | 0 | 0.952261 | 0.887933 | 9.16e-06 | 2:16:20 | 9:22:51
[04:40:28] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000096
1960 | 0 | 1.049389 | 0.889635 | 9.15e-06 | 2:17:00 | 9:21:59
[04:41:07] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000066
1970 | 0 | 0.786490 | 0.886562 | 9.15e-06 | 2:17:40 | 9:21:09
[04:41:48] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000151
1980 | 0 | 1.125862 | 0.889914 | 9.14e-06 | 2:18:19 | 9:20:19
[04:42:27] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000058
1990 | 0 | 0.702520 | 0.885067 | 9.13e-06 | 2:19:00 | 9:19:29
[04:43:07] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000369
2000 | 0 | 0.637949 | 0.879554 | 9.12e-06 | 2:19:39 | 9:18:39
[04:43:47] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000161
[04:44:42] Saved sharded checkpoint -> RESULTS/ProGamerGov/run_007/checkpoint-2000 (run convert_checkpoint_to_diffusers.py separately for a diffusers-format transformer/ folder)
[04:45:12] Generating 16 validation images ...
[04:51:39] Validation step 2000: 16 images -> RESULTS/ProGamerGov/run_007/validation/collage_step_0002000.png
2010 | 0 | 0.759977 | 0.876837 | 9.11e-06 | 2:28:11 | 9:49:03
[04:52:19] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000267
2020 | 0 | 0.857419 | 0.874029 | 9.10e-06 | 2:28:50 | 9:47:58
[04:52:57] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000232
2030 | 0 | 0.613665 | 0.873427 | 9.09e-06 | 2:29:29 | 9:46:56
[04:53:37] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000807
2040 | 0 | 0.914590 | 0.875629 | 9.08e-06 | 2:30:10 | 9:45:57
[04:54:18] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000180
2050 | 0 | 0.768355 | 0.872224 | 9.07e-06 | 2:30:50 | 9:44:56
[04:54:57] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000288
2060 | 0 | 0.914472 | 0.872121 | 9.06e-06 | 2:31:29 | 9:43:56
[04:55:37] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000181
2070 | 0 | 0.556503 | 0.870622 | 9.05e-06 | 2:32:09 | 9:42:54
[04:56:17] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000427
2080 | 0 | 0.650019 | 0.867495 | 9.05e-06 | 2:32:50 | 9:41:57
[04:56:58] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000276
2090 | 0 | 0.885256 | 0.869165 | 9.04e-06 | 2:33:30 | 9:40:57
[04:57:37] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000104
2100 | 0 | 0.988756 | 0.869728 | 9.03e-06 | 2:34:10 | 9:39:58
[04:58:18] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000088
2110 | 0 | 1.228118 | 0.876570 | 9.02e-06 | 2:34:50 | 9:38:59
[04:58:58] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000033
2120 | 0 | 0.655550 | 0.873175 | 9.01e-06 | 2:35:30 | 9:38:00
[04:59:38] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000479
2130 | 0 | 1.169776 | 0.876894 | 9.00e-06 | 2:36:09 | 9:36:58
[05:00:17] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000026
2140 | 0 | 1.059045 | 0.880455 | 8.99e-06 | 2:36:50 | 9:36:02
[05:00:57] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000091
2150 | 0 | 0.777635 | 0.881981 | 8.98e-06 | 2:37:30 | 9:35:04
[05:01:38] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000161
2160 | 0 | 0.691936 | 0.877743 | 8.97e-06 | 2:38:09 | 9:34:05
[05:02:17] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000152
2170 | 0 | 0.610060 | 0.873160 | 8.96e-06 | 2:38:50 | 9:33:07
[05:02:57] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000266
2180 | 0 | 1.108913 | 0.873930 | 8.95e-06 | 2:39:30 | 9:32:10
[05:03:38] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000052
2190 | 0 | 1.155582 | 0.878091 | 8.94e-06 | 2:40:10 | 9:31:11
[05:04:18] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000055
2200 | 0 | 0.885093 | 0.880255 | 8.93e-06 | 2:40:49 | 9:30:12
[05:04:57] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000127
2210 | 0 | 1.081288 | 0.883993 | 8.92e-06 | 2:41:30 | 9:29:18
[05:05:38] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000079
2220 | 0 | 1.063079 | 0.883433 | 8.91e-06 | 2:42:10 | 9:28:22
[05:06:18] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000066
2230 | 0 | 1.079481 | 0.882489 | 8.90e-06 | 2:42:51 | 9:27:25
[05:06:58] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000089
2240 | 0 | 0.929271 | 0.884080 | 8.89e-06 | 2:43:31 | 9:26:29
[05:07:39] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000132
2250 | 0 | 1.138550 | 0.884626 | 8.88e-06 | 2:44:11 | 9:25:34
[05:08:19] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000015
2260 | 0 | 0.735300 | 0.883803 | 8.87e-06 | 2:44:51 | 9:24:36
[05:08:59] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000241
2270 | 0 | 0.919293 | 0.882591 | 8.86e-06 | 2:45:31 | 9:23:39
[05:09:39] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000089
2280 | 0 | 0.829814 | 0.883206 | 8.85e-06 | 2:46:11 | 9:22:42
[05:10:19] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000141
2290 | 0 | 0.665627 | 0.882250 | 8.84e-06 | 2:46:51 | 9:21:46
[05:10:59] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000548
2300 | 0 | 0.604066 | 0.882213 | 8.83e-06 | 2:47:31 | 9:20:49
[05:11:38] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000326
2310 | 0 | 1.079946 | 0.882247 | 8.82e-06 | 2:48:10 | 9:19:51
[05:12:18] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000181
2320 | 0 | 0.570131 | 0.878487 | 8.81e-06 | 2:48:50 | 9:18:55
[05:12:58] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000190
2330 | 0 | 0.743688 | 0.874040 | 8.80e-06 | 2:49:30 | 9:18:01
[05:13:38] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000301
2340 | 0 | 0.999668 | 0.876989 | 8.79e-06 | 2:50:11 | 9:17:05
[05:14:18] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000104
2350 | 0 | 0.708612 | 0.876449 | 8.78e-06 | 2:50:50 | 9:16:08
[05:14:58] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000377
2360 | 0 | 0.844820 | 0.875922 | 8.77e-06 | 2:51:30 | 9:15:14
[05:15:38] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000203
2370 | 0 | 0.658239 | 0.872153 | 8.76e-06 | 2:52:11 | 9:14:20
[05:16:19] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000366
2380 | 0 | 1.068004 | 0.876767 | 8.75e-06 | 2:52:50 | 9:13:21
[05:16:57] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000070
2390 | 0 | 1.133766 | 0.877028 | 8.74e-06 | 2:53:30 | 9:12:26
[05:17:37] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000070
2400 | 0 | 0.774107 | 0.874652 | 8.73e-06 | 2:54:10 | 9:11:33
[05:18:18] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000242
2410 | 0 | 0.696198 | 0.872770 | 8.72e-06 | 2:54:50 | 9:10:38
[05:18:58] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000327
2420 | 0 | 0.626355 | 0.869357 | 8.71e-06 | 2:55:30 | 9:09:43
[05:19:38] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000673
2430 | 0 | 0.741999 | 0.865340 | 8.69e-06 | 2:56:09 | 9:08:47
[05:20:17] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000178
2440 | 0 | 0.942518 | 0.863810 | 8.68e-06 | 2:56:49 | 9:07:52
[05:20:57] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000126
2450 | 0 | 0.792252 | 0.861289 | 8.67e-06 | 2:57:29 | 9:06:58
[05:21:37] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000113
2460 | 0 | 1.124228 | 0.866288 | 8.66e-06 | 2:58:09 | 9:06:02
[05:22:16] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000073
2470 | 0 | 1.035541 | 0.865245 | 8.65e-06 | 2:58:49 | 9:05:09
[05:22:57] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000099
2480 | 0 | 0.718844 | 0.864252 | 8.64e-06 | 2:59:29 | 9:04:14
[05:23:36] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000234
2490 | 0 | 1.013556 | 0.865308 | 8.63e-06 | 3:00:08 | 9:03:20
[05:24:16] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000082
2500 | 0 | 0.537302 | 0.861171 | 8.62e-06 | 3:00:49 | 9:02:29
[05:24:57] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000560
2510 | 0 | 0.787656 | 0.860345 | 8.61e-06 | 3:01:30 | 9:01:37
[05:25:38] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000192
2520 | 0 | 1.159682 | 0.861518 | 8.60e-06 | 3:02:09 | 9:00:42
[05:26:17] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000068
2530 | 0 | 1.156705 | 0.867216 | 8.59e-06 | 3:02:49 | 8:59:47
[05:26:57] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000042
2540 | 0 | 0.889521 | 0.864757 | 8.57e-06 | 3:03:29 | 8:58:55
[05:27:37] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000155
2550 | 0 | 1.019462 | 0.866267 | 8.56e-06 | 3:04:08 | 8:57:59
[05:28:16] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000099
2560 | 0 | 0.863640 | 0.868324 | 8.55e-06 | 3:04:49 | 8:57:08
[05:28:57] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000115
2570 | 0 | 0.827628 | 0.866692 | 8.54e-06 | 3:05:28 | 8:56:12
[05:29:36] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000659
2580 | 0 | 0.874099 | 0.866207 | 8.53e-06 | 3:06:08 | 8:55:19
[05:30:16] TD diagnostics: frac_valid=1.000, td_loss_mean=0.002471
2590 | 0 | 0.742315 | 0.864464 | 8.52e-06 | 3:06:48 | 8:54:28
[05:30:56] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000180
2600 | 0 | 1.168544 | 0.868719 | 8.51e-06 | 3:07:28 | 8:53:35
[05:31:36] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000101
2610 | 0 | 0.655301 | 0.863690 | 8.50e-06 | 3:08:08 | 8:52:43
[05:32:16] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000171
2620 | 0 | 0.545210 | 0.862267 | 8.48e-06 | 3:08:48 | 8:51:50
[05:32:56] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000353
2630 | 0 | 0.663101 | 0.864003 | 8.47e-06 | 3:09:27 | 8:50:56
[05:33:35] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000273
2640 | 0 | 1.052105 | 0.868353 | 8.46e-06 | 3:10:07 | 8:50:03
[05:34:15] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000122
2650 | 0 | 0.769324 | 0.865555 | 8.45e-06 | 3:10:47 | 8:49:10
[05:34:55] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000171
2660 | 0 | 1.139971 | 0.868516 | 8.44e-06 | 3:11:26 | 8:48:16
[05:35:34] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000073
2670 | 0 | 0.792969 | 0.867868 | 8.43e-06 | 3:12:06 | 8:47:24
[05:36:14] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000199
2680 | 0 | 0.750177 | 0.867531 | 8.42e-06 | 3:12:46 | 8:46:31
[05:36:54] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000240
2690 | 0 | 1.188783 | 0.871361 | 8.40e-06 | 3:13:26 | 8:45:39
[05:37:34] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000032
2700 | 0 | 0.623950 | 0.870022 | 8.39e-06 | 3:14:05 | 8:44:46
[05:38:13] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000380
2710 | 0 | 1.137225 | 0.869854 | 8.38e-06 | 3:14:45 | 8:43:55
[05:38:53] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000054
2720 | 0 | 1.087794 | 0.869781 | 8.37e-06 | 3:15:26 | 8:43:04
[05:39:33] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000003
2730 | 0 | 0.719374 | 0.865189 | 8.36e-06 | 3:16:06 | 8:42:13
[05:40:14] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000381
2740 | 0 | 0.626836 | 0.865178 | 8.35e-06 | 3:16:46 | 8:41:21
[05:40:53] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000215
2750 | 0 | 0.610705 | 0.859730 | 8.33e-06 | 3:17:25 | 8:40:30
[05:41:33] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000126
2760 | 0 | 0.764380 | 0.860590 | 8.32e-06 | 3:18:06 | 8:39:39
[05:42:13] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000164
2770 | 0 | 1.083082 | 0.863678 | 8.31e-06 | 3:18:46 | 8:38:48
[05:42:53] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000071
2780 | 0 | 1.158514 | 0.867246 | 8.30e-06 | 3:19:25 | 8:37:55
[05:43:33] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000048
2790 | 0 | 0.796921 | 0.867634 | 8.29e-06 | 3:20:05 | 8:37:04
[05:44:13] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000238
2800 | 0 | 1.129413 | 0.872584 | 8.27e-06 | 3:20:45 | 8:36:15
[05:44:53] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000061
2810 | 0 | 0.717726 | 0.869317 | 8.26e-06 | 3:21:25 | 8:35:23
[05:45:33] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000289
2820 | 0 | 0.605610 | 0.864029 | 8.25e-06 | 3:22:05 | 8:34:32
[05:46:13] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000182
2830 | 0 | 0.652130 | 0.864335 | 8.24e-06 | 3:22:45 | 8:33:42
[05:46:53] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000304
2840 | 0 | 0.710544 | 0.859951 | 8.23e-06 | 3:23:25 | 8:32:50
[05:47:32] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000664
2850 | 0 | 0.616213 | 0.856640 | 8.21e-06 | 3:24:04 | 8:31:59
[05:48:12] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000228
2860 | 0 | 1.223453 | 0.857911 | 8.20e-06 | 3:24:45 | 8:31:10
[05:48:53] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000064
2870 | 0 | 1.001837 | 0.861906 | 8.19e-06 | 3:25:26 | 8:30:21
[05:49:33] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000087
2880 | 0 | 0.974090 | 0.865782 | 8.18e-06 | 3:26:06 | 8:29:31
[05:50:13] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000127
2890 | 0 | 1.132627 | 0.867269 | 8.17e-06 | 3:26:46 | 8:28:42
[05:50:54] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000074
2900 | 0 | 0.463615 | 0.861184 | 8.15e-06 | 3:27:26 | 8:27:52
[05:51:34] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000382
2910 | 0 | 0.907842 | 0.862778 | 8.14e-06 | 3:28:06 | 8:27:01
[05:52:14] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000151
2920 | 0 | 1.084449 | 0.867601 | 8.13e-06 | 3:28:45 | 8:26:09
[05:52:53] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000210
2930 | 0 | 0.608784 | 0.865844 | 8.12e-06 | 3:29:24 | 8:25:17
[05:53:32] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000246
2940 | 0 | 1.140768 | 0.869848 | 8.10e-06 | 3:30:04 | 8:24:28
[05:54:12] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000033
2950 | 0 | 0.729653 | 0.867622 | 8.09e-06 | 3:30:44 | 8:23:38
[05:54:52] TD diagnostics: frac_valid=1.000, td_loss_mean=0.001250
2960 | 0 | 0.853179 | 0.865660 | 8.08e-06 | 3:31:24 | 8:22:49
[05:55:32] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000271
2970 | 0 | 1.127612 | 0.869071 | 8.07e-06 | 3:32:04 | 8:21:59
[05:56:12] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000022
2980 | 0 | 1.035941 | 0.868172 | 8.05e-06 | 3:32:44 | 8:21:08
[05:56:52] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000094
2990 | 0 | 0.998250 | 0.871129 | 8.04e-06 | 3:33:23 | 8:20:17
[05:57:31] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000096
3000 | 0 | 0.597909 | 0.870729 | 8.03e-06 | 3:34:02 | 8:19:26
[05:58:10] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000306
[05:58:51] Generating 16 validation images ...
[06:05:21] Validation step 3000: 16 images -> RESULTS/ProGamerGov/run_007/validation/collage_step_0003000.png
3010 | 0 | 0.898711 | 0.872116 | 8.02e-06 | 3:41:53 | 8:35:16
[06:06:00] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000113
3020 | 0 | 1.208759 | 0.875630 | 8.00e-06 | 3:42:32 | 8:34:21
[06:06:40] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000068
3030 | 0 | 0.787332 | 0.877366 | 7.99e-06 | 3:43:12 | 8:33:27
[06:07:20] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000199
3040 | 0 | 1.131695 | 0.879537 | 7.98e-06 | 3:43:52 | 8:32:33
[06:08:00] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000015
3050 | 0 | 0.711111 | 0.878965 | 7.96e-06 | 3:44:32 | 8:31:39
[06:08:40] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000170
3060 | 0 | 0.684824 | 0.876668 | 7.95e-06 | 3:45:12 | 8:30:46
[06:09:20] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000323
3070 | 0 | 0.873734 | 0.879841 | 7.94e-06 | 3:45:52 | 8:29:52
[06:10:00] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000080
3080 | 0 | 0.990002 | 0.883241 | 7.93e-06 | 3:46:33 | 8:29:01
[06:10:41] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000096
3090 | 0 | 0.969200 | 0.884080 | 7.91e-06 | 3:47:13 | 8:28:08
[06:11:21] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000107
3100 | 0 | 0.598647 | 0.880179 | 7.90e-06 | 3:47:53 | 8:27:15
[06:12:01] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000408
3110 | 0 | 0.604852 | 0.873946 | 7.89e-06 | 3:48:34 | 8:26:22
[06:12:42] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000130
3120 | 0 | 0.904418 | 0.876435 | 7.87e-06 | 3:49:13 | 8:25:29
[06:13:21] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000141
3130 | 0 | 0.573086 | 0.870468 | 7.86e-06 | 3:49:54 | 8:24:36
[06:14:01] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000267
3140 | 0 | 0.882621 | 0.868704 | 7.85e-06 | 3:50:32 | 8:23:41
[06:14:40] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000124
3150 | 0 | 0.545262 | 0.866380 | 7.84e-06 | 3:51:12 | 8:22:47
[06:15:20] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000585
3160 | 0 | 1.121872 | 0.870679 | 7.82e-06 | 3:51:51 | 8:21:52
[06:15:59] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000039
3170 | 0 | 0.665653 | 0.871235 | 7.81e-06 | 3:52:30 | 8:20:57
[06:16:38] TD diagnostics: frac_valid=1.000, td_loss_mean=0.001550
3180 | 0 | 1.000887 | 0.870155 | 7.80e-06 | 3:53:10 | 8:20:04
[06:17:18] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000103
3190 | 0 | 1.020315 | 0.868802 | 7.78e-06 | 3:53:49 | 8:19:10
[06:17:57] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000296
3200 | 0 | 1.150746 | 0.871459 | 7.77e-06 | 3:54:28 | 8:18:15
[06:18:36] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000075
3210 | 0 | 0.984694 | 0.870493 | 7.76e-06 | 3:55:08 | 8:17:22
[06:19:16] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000099
3220 | 0 | 0.599234 | 0.865854 | 7.74e-06 | 3:55:48 | 8:16:31
[06:19:56] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000178
3230 | 0 | 1.144203 | 0.866502 | 7.73e-06 | 3:56:28 | 8:15:38
[06:20:36] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000055
3240 | 0 | 0.797688 | 0.865186 | 7.72e-06 | 3:57:08 | 8:14:45
[06:21:15] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000140
3250 | 0 | 0.728845 | 0.861089 | 7.70e-06 | 3:57:46 | 8:13:51
[06:21:54] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000143
3260 | 0 | 1.108314 | 0.864819 | 7.69e-06 | 3:58:27 | 8:12:59
[06:22:34] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000080
3270 | 0 | 0.701634 | 0.862642 | 7.68e-06 | 3:59:07 | 8:12:08
[06:23:15] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000419
3280 | 0 | 1.232183 | 0.866666 | 7.66e-06 | 3:59:47 | 8:11:16
[06:23:55] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000031
3290 | 0 | 1.134057 | 0.871350 | 7.65e-06 | 4:00:27 | 8:10:24
[06:24:35] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000041
3300 | 0 | 0.666391 | 0.871974 | 7.64e-06 | 4:01:06 | 8:09:31
[06:25:14] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000225
3310 | 0 | 1.123036 | 0.872405 | 7.62e-06 | 4:01:44 | 8:08:36
[06:25:52] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000008
3320 | 0 | 0.882858 | 0.875532 | 7.61e-06 | 4:02:24 | 8:07:43
[06:26:32] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000247
3330 | 0 | 0.683954 | 0.874934 | 7.60e-06 | 4:03:04 | 8:06:52
[06:27:12] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000176
3340 | 0 | 0.747231 | 0.872410 | 7.58e-06 | 4:03:45 | 8:06:03
[06:27:53] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000196
3350 | 0 | 1.044501 | 0.875769 | 7.57e-06 | 4:04:25 | 8:05:11
[06:28:33] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000103
3360 | 0 | 0.648887 | 0.873810 | 7.55e-06 | 4:05:05 | 8:04:20
[06:29:13] TD diagnostics: frac_valid=1.000, td_loss_mean=0.001096
3370 | 0 | 0.842015 | 0.875647 | 7.54e-06 | 4:05:45 | 8:03:28
[06:29:52] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000164
3380 | 0 | 1.009283 | 0.875060 | 7.53e-06 | 4:06:24 | 8:02:36
[06:30:32] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000244
3390 | 0 | 0.598762 | 0.869710 | 7.51e-06 | 4:07:03 | 8:01:42
[06:31:10] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000217
3400 | 0 | 0.561613 | 0.867585 | 7.50e-06 | 4:07:42 | 8:00:51
[06:31:50] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000201
3410 | 0 | 1.009971 | 0.870723 | 7.49e-06 | 4:08:22 | 8:00:00
[06:32:30] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000119
3420 | 0 | 1.029086 | 0.874750 | 7.47e-06 | 4:09:02 | 7:59:09
[06:33:10] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000081
3430 | 0 | 0.652777 | 0.873858 | 7.46e-06 | 4:09:42 | 7:58:18
[06:33:50] TD diagnostics: frac_valid=1.000, td_loss_mean=0.001215
3440 | 0 | 1.176281 | 0.876196 | 7.44e-06 | 4:10:22 | 7:57:27
[06:34:30] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000031
3450 | 0 | 1.153311 | 0.879806 | 7.43e-06 | 4:11:02 | 7:56:36
[06:35:09] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000017
3460 | 0 | 0.671819 | 0.875282 | 7.42e-06 | 4:11:41 | 7:55:45
[06:35:49] TD diagnostics: frac_valid=1.000, td_loss_mean=0.001017
3470 | 0 | 1.172792 | 0.876655 | 7.40e-06 | 4:12:22 | 7:54:55
[06:36:30] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000044
3480 | 0 | 0.739935 | 0.876866 | 7.39e-06 | 4:13:02 | 7:54:05
[06:37:10] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000724
3490 | 0 | 1.119376 | 0.877924 | 7.38e-06 | 4:13:42 | 7:53:15
[06:37:50] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000031
3500 | 0 | 0.731981 | 0.879871 | 7.36e-06 | 4:14:23 | 7:52:25
[06:38:30] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000915
3510 | 0 | 0.778473 | 0.879779 | 7.35e-06 | 4:15:04 | 7:51:37
[06:39:11] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000240
3520 | 0 | 0.597351 | 0.874155 | 7.33e-06 | 4:15:43 | 7:50:45
[06:39:51] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000525
3530 | 0 | 1.085932 | 0.873448 | 7.32e-06 | 4:16:24 | 7:49:57
[06:40:32] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000129
3540 | 0 | 1.115894 | 0.875711 | 7.31e-06 | 4:17:04 | 7:49:07
[06:41:12] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000053
3550 | 0 | 1.150257 | 0.877019 | 7.29e-06 | 4:17:44 | 7:48:17
[06:41:52] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000016
3560 | 0 | 0.750226 | 0.875885 | 7.28e-06 | 4:18:24 | 7:47:27
[06:42:32] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000221
3570 | 0 | 0.560148 | 0.873210 | 7.26e-06 | 4:19:04 | 7:46:36
[06:43:11] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000742
3580 | 0 | 0.700719 | 0.871477 | 7.25e-06 | 4:19:43 | 7:45:46
[06:43:51] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000195
3590 | 0 | 0.679949 | 0.870853 | 7.23e-06 | 4:20:24 | 7:44:57
[06:44:32] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000155
3600 | 0 | 1.003670 | 0.869204 | 7.22e-06 | 4:21:04 | 7:44:07
[06:45:11] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000097
3610 | 0 | 0.684569 | 0.869497 | 7.21e-06 | 4:21:45 | 7:43:19
[06:45:53] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000233
3620 | 0 | 0.598229 | 0.870027 | 7.19e-06 | 4:22:25 | 7:42:29
[06:46:33] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000297
3630 | 0 | 0.692646 | 0.870323 | 7.18e-06 | 4:23:05 | 7:41:40
[06:47:12] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000138
3640 | 0 | 0.605519 | 0.865857 | 7.16e-06 | 4:23:44 | 7:40:50
[06:47:52] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000310
3650 | 0 | 0.671990 | 0.864883 | 7.15e-06 | 4:24:25 | 7:40:01
[06:48:33] TD diagnostics: frac_valid=1.000, td_loss_mean=0.001160
3660 | 0 | 1.129619 | 0.864780 | 7.13e-06 | 4:25:05 | 7:39:12
[06:49:13] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000059
3670 | 0 | 1.145858 | 0.868309 | 7.12e-06 | 4:25:45 | 7:38:22
[06:49:53] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000053
3680 | 0 | 0.619454 | 0.867001 | 7.11e-06 | 4:26:25 | 7:37:32
[06:50:32] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000518
3690 | 0 | 1.047703 | 0.865591 | 7.09e-06 | 4:27:05 | 7:36:44
[06:51:13] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000095
3700 | 0 | 1.140122 | 0.870752 | 7.08e-06 | 4:27:45 | 7:35:54
[06:51:53] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000058
3710 | 0 | 0.973786 | 0.869118 | 7.06e-06 | 4:28:25 | 7:35:05
[06:52:33] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000161
3720 | 0 | 1.098590 | 0.869226 | 7.05e-06 | 4:29:05 | 7:34:16
[06:53:13] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000083
3730 | 0 | 1.191097 | 0.873943 | 7.03e-06 | 4:29:44 | 7:33:26
[06:53:52] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000043
3740 | 0 | 0.906553 | 0.876740 | 7.02e-06 | 4:30:24 | 7:32:36
[06:54:32] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000110
3750 | 0 | 1.141225 | 0.882046 | 7.00e-06 | 4:31:03 | 7:31:45
[06:55:11] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000014
3760 | 0 | 0.774173 | 0.882143 | 6.99e-06 | 4:31:43 | 7:30:56
[06:55:51] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000135
3770 | 0 | 0.836380 | 0.879676 | 6.98e-06 | 4:32:23 | 7:30:08
[06:56:31] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000180
3780 | 0 | 1.136832 | 0.879460 | 6.96e-06 | 4:33:03 | 7:29:18
[06:57:11] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000103
3790 | 0 | 0.587881 | 0.877369 | 6.95e-06 | 4:33:43 | 7:28:30
[06:57:51] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000436
3800 | 0 | 0.730949 | 0.873385 | 6.93e-06 | 4:34:23 | 7:27:41
[06:58:31] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000194
3810 | 0 | 1.167394 | 0.877881 | 6.92e-06 | 4:35:03 | 7:26:53
[06:59:11] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000016
3820 | 0 | 0.960324 | 0.881428 | 6.90e-06 | 4:35:44 | 7:26:05
[06:59:52] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000127
3830 | 0 | 1.146823 | 0.886375 | 6.89e-06 | 4:36:25 | 7:25:18
[07:00:33] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000035
3840 | 0 | 0.705500 | 0.886325 | 6.87e-06 | 4:37:06 | 7:24:31
[07:01:14] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000739
3850 | 0 | 0.986162 | 0.890024 | 6.86e-06 | 4:37:46 | 7:23:42
[07:01:54] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000089
3860 | 0 | 0.822142 | 0.886011 | 6.84e-06 | 4:38:26 | 7:22:54
[07:02:34] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000112
3870 | 0 | 0.965977 | 0.885653 | 6.83e-06 | 4:39:06 | 7:22:06
[07:03:14] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000138
3880 | 0 | 0.811758 | 0.884029 | 6.81e-06 | 4:39:46 | 7:21:18
[07:03:54] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000151
3890 | 0 | 0.827609 | 0.880979 | 6.80e-06 | 4:40:26 | 7:20:29
[07:04:34] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000178
3900 | 0 | 0.983017 | 0.886173 | 6.78e-06 | 4:41:07 | 7:19:42
[07:05:15] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000101
3910 | 0 | 0.910038 | 0.886195 | 6.77e-06 | 4:41:47 | 7:18:54
[07:05:55] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000112
3920 | 0 | 0.805210 | 0.883403 | 6.75e-06 | 4:42:26 | 7:18:03
[07:06:33] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000172
3930 | 0 | 0.780021 | 0.885115 | 6.74e-06 | 4:43:05 | 7:17:14
[07:07:13] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000091
3940 | 0 | 0.758685 | 0.881294 | 6.73e-06 | 4:43:45 | 7:16:26
[07:07:53] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000129
3950 | 0 | 0.691220 | 0.880910 | 6.71e-06 | 4:44:26 | 7:15:39
[07:08:34] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000276
3960 | 0 | 0.920956 | 0.881588 | 6.70e-06 | 4:45:06 | 7:14:51
[07:09:14] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000074
3970 | 0 | 1.176587 | 0.882078 | 6.68e-06 | 4:45:46 | 7:14:03
[07:09:54] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000063
3980 | 0 | 0.776094 | 0.879479 | 6.67e-06 | 4:46:27 | 7:13:16
[07:10:34] TD diagnostics: frac_valid=1.000, td_loss_mean=0.001592
3990 | 0 | 0.983708 | 0.879334 | 6.65e-06 | 4:47:07 | 7:12:29
[07:11:15] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000114
4000 | 0 | 1.002701 | 0.883382 | 6.64e-06 | 4:47:48 | 7:11:42
[07:11:55] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000110
[07:12:47] Saved sharded checkpoint -> RESULTS/ProGamerGov/run_007/checkpoint-4000 (run convert_checkpoint_to_diffusers.py separately for a diffusers-format transformer/ folder)
[07:13:14] Generating 16 validation images ...
[07:19:41] Validation step 4000: 16 images -> RESULTS/ProGamerGov/run_007/validation/collage_step_0004000.png
4010 | 0 | 0.856967 | 0.882964 | 6.62e-06 | 4:56:14 | 7:22:31
[07:20:22] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000149
4020 | 0 | 1.087326 | 0.881750 | 6.61e-06 | 4:56:55 | 7:21:41
[07:21:03] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000049
4030 | 0 | 0.647578 | 0.880352 | 6.59e-06 | 4:57:35 | 7:20:51
[07:21:43] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000218
4040 | 0 | 0.747654 | 0.876512 | 6.58e-06 | 4:58:16 | 7:20:01
[07:22:24] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000849
4050 | 0 | 0.671779 | 0.876119 | 6.56e-06 | 4:58:56 | 7:19:11
[07:23:04] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000259
4060 | 0 | 1.167491 | 0.880945 | 6.55e-06 | 4:59:36 | 7:18:21
[07:23:44] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000057
4070 | 0 | 1.080140 | 0.883009 | 6.53e-06 | 5:00:16 | 7:17:30
[07:24:24] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000069
4080 | 0 | 0.681587 | 0.879925 | 6.51e-06 | 5:00:57 | 7:16:41
[07:25:05] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000216
4090 | 0 | 0.845076 | 0.878684 | 6.50e-06 | 5:01:37 | 7:15:50
[07:25:45] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000169
4100 | 0 | 0.850791 | 0.881205 | 6.48e-06 | 5:02:17 | 7:15:00
[07:26:25] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000151
4110 | 0 | 0.690925 | 0.882066 | 6.47e-06 | 5:02:57 | 7:14:10
[07:27:05] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000229
4120 | 0 | 0.686809 | 0.879890 | 6.45e-06 | 5:03:37 | 7:13:19
[07:27:45] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000190
4130 | 0 | 0.869551 | 0.882855 | 6.44e-06 | 5:04:17 | 7:12:29
[07:28:25] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000155
4140 | 0 | 0.776265 | 0.881791 | 6.42e-06 | 5:04:57 | 7:11:39
[07:29:05] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000244
4150 | 0 | 0.888042 | 0.885219 | 6.41e-06 | 5:05:38 | 7:10:50
[07:29:45] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000191
4160 | 0 | 0.734373 | 0.881344 | 6.39e-06 | 5:06:17 | 7:09:59
[07:30:25] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000188
4170 | 0 | 0.903916 | 0.883726 | 6.38e-06 | 5:06:57 | 7:09:09
[07:31:05] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000095
4180 | 0 | 0.642210 | 0.880140 | 6.36e-06 | 5:07:38 | 7:08:19
[07:31:45] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000211
4190 | 0 | 1.061991 | 0.880556 | 6.35e-06 | 5:08:19 | 7:07:31
[07:32:27] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000120
4200 | 0 | 0.514908 | 0.874198 | 6.33e-06 | 5:09:00 | 7:06:43
[07:33:08] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000523
4210 | 0 | 0.952412 | 0.873875 | 6.32e-06 | 5:09:39 | 7:05:52
[07:33:47] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000117
4220 | 0 | 1.167431 | 0.879557 | 6.30e-06 | 5:10:19 | 7:05:02
[07:34:27] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000047
4230 | 0 | 1.119725 | 0.879312 | 6.29e-06 | 5:10:59 | 7:04:12
[07:35:06] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000056
4240 | 0 | 0.610287 | 0.877438 | 6.27e-06 | 5:11:39 | 7:03:22
[07:35:46] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000843
4250 | 0 | 0.777629 | 0.877926 | 6.26e-06 | 5:12:18 | 7:02:32
[07:36:26] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000160
4260 | 0 | 0.687875 | 0.873722 | 6.24e-06 | 5:12:58 | 7:01:42
[07:37:06] TD diagnostics: frac_valid=1.000, td_loss_mean=0.001001
4270 | 0 | 0.771027 | 0.874416 | 6.22e-06 | 5:13:39 | 7:00:53
[07:37:46] TD diagnostics: frac_valid=1.000, td_loss_mean=0.001305
4280 | 0 | 1.122582 | 0.873320 | 6.21e-06 | 5:14:19 | 7:00:04
[07:38:26] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000014
4290 | 0 | 0.806631 | 0.870046 | 6.19e-06 | 5:14:59 | 6:59:15
[07:39:07] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000150
4300 | 0 | 0.995782 | 0.873339 | 6.18e-06 | 5:15:39 | 6:58:25
[07:39:47] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000096
4310 | 0 | 1.077555 | 0.872885 | 6.16e-06 | 5:16:18 | 6:57:35
[07:40:26] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000164
4320 | 0 | 1.123686 | 0.875293 | 6.15e-06 | 5:16:58 | 6:56:45
[07:41:06] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000057
4330 | 0 | 1.124951 | 0.879703 | 6.13e-06 | 5:17:38 | 6:55:55
[07:41:45] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000071
4340 | 0 | 0.943082 | 0.881661 | 6.12e-06 | 5:18:18 | 6:55:07
[07:42:26] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000117
4350 | 0 | 0.977667 | 0.880993 | 6.10e-06 | 5:18:58 | 6:54:18
[07:43:06] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000113
4360 | 0 | 0.912040 | 0.883625 | 6.09e-06 | 5:19:39 | 6:53:30
[07:43:47] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000115
4370 | 0 | 1.105443 | 0.886259 | 6.07e-06 | 5:20:20 | 6:52:41
[07:44:27] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000007
4380 | 0 | 1.070756 | 0.886874 | 6.06e-06 | 5:21:00 | 6:51:52
[07:45:07] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000087
4390 | 0 | 0.890336 | 0.889789 | 6.04e-06 | 5:21:40 | 6:51:03
[07:45:47] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000090
4400 | 0 | 0.878400 | 0.892957 | 6.02e-06 | 5:22:21 | 6:50:15
[07:46:28] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000136
4410 | 0 | 1.141018 | 0.894268 | 6.01e-06 | 5:23:01 | 6:49:27
[07:47:09] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000141
4420 | 0 | 0.773010 | 0.891707 | 5.99e-06 | 5:23:41 | 6:48:38
[07:47:49] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000170
4430 | 0 | 0.787338 | 0.893053 | 5.98e-06 | 5:24:21 | 6:47:49
[07:48:29] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000181
4440 | 0 | 0.734254 | 0.888632 | 5.96e-06 | 5:25:02 | 6:47:01
[07:49:10] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000143
4450 | 0 | 1.141091 | 0.888510 | 5.95e-06 | 5:25:43 | 6:46:14
[07:49:51] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000052
4460 | 0 | 0.607101 | 0.887863 | 5.93e-06 | 5:26:23 | 6:45:26
[07:50:31] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000149
4470 | 0 | 0.706986 | 0.883205 | 5.92e-06 | 5:27:02 | 6:44:36
[07:51:10] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000284
4480 | 0 | 0.657222 | 0.882378 | 5.90e-06 | 5:27:41 | 6:43:45
[07:51:49] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000150
4490 | 0 | 0.683953 | 0.878024 | 5.88e-06 | 5:28:20 | 6:42:55
[07:52:28] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000190
4500 | 0 | 1.006406 | 0.880768 | 5.87e-06 | 5:28:58 | 6:42:05
[07:53:06] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000110
4510 | 0 | 1.138656 | 0.884370 | 5.85e-06 | 5:29:38 | 6:41:15
[07:53:46] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000017
4520 | 0 | 0.709686 | 0.885493 | 5.84e-06 | 5:30:18 | 6:40:27
[07:54:26] TD diagnostics: frac_valid=1.000, td_loss_mean=0.001346
4530 | 0 | 0.838130 | 0.883015 | 5.82e-06 | 5:30:58 | 6:39:39
[07:55:06] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000147
4540 | 0 | 0.783107 | 0.879687 | 5.81e-06 | 5:31:38 | 6:38:50
[07:55:46] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000140
4550 | 0 | 1.233535 | 0.880520 | 5.79e-06 | 5:32:19 | 6:38:03
[07:56:26] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000088
4560 | 0 | 0.798562 | 0.881003 | 5.77e-06 | 5:32:58 | 6:37:13
[07:57:05] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000216
4570 | 0 | 0.988152 | 0.885283 | 5.76e-06 | 5:33:36 | 6:36:23
[07:57:44] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000099
4580 | 0 | 0.737776 | 0.885654 | 5.74e-06 | 5:34:15 | 6:35:34
[07:58:23] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000147
4590 | 0 | 0.738461 | 0.886239 | 5.73e-06 | 5:34:54 | 6:34:44
[07:59:02] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000565
4600 | 0 | 0.677831 | 0.882981 | 5.71e-06 | 5:35:34 | 6:33:55
[07:59:41] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000344
4610 | 0 | 0.656919 | 0.882704 | 5.70e-06 | 5:36:13 | 6:33:07
[08:00:21] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000852
4620 | 0 | 0.780336 | 0.884525 | 5.68e-06 | 5:36:53 | 6:32:19
[08:01:01] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000161
4630 | 0 | 0.634351 | 0.883942 | 5.66e-06 | 5:37:33 | 6:31:30
[08:01:41] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000173
4640 | 0 | 0.690639 | 0.884793 | 5.65e-06 | 5:38:12 | 6:30:41
[08:02:20] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000565
4650 | 0 | 0.844440 | 0.886518 | 5.63e-06 | 5:38:53 | 6:29:54
[08:03:01] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000337
4660 | 0 | 0.554096 | 0.880763 | 5.62e-06 | 5:39:33 | 6:29:06
[08:03:41] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000384
4670 | 0 | 1.091771 | 0.880222 | 5.60e-06 | 5:40:13 | 6:28:18
[08:04:21] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000056
4680 | 0 | 1.035111 | 0.884378 | 5.59e-06 | 5:40:53 | 6:27:30
[08:05:00] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000106
4690 | 0 | 0.823542 | 0.882137 | 5.57e-06 | 5:41:32 | 6:26:41
[08:05:40] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000131
4700 | 0 | 0.809935 | 0.878835 | 5.55e-06 | 5:42:11 | 6:25:52
[08:06:19] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000171
4710 | 0 | 0.764405 | 0.876741 | 5.54e-06 | 5:42:50 | 6:25:03
[08:06:58] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000098
4720 | 0 | 0.869578 | 0.874451 | 5.52e-06 | 5:43:30 | 6:24:15
[08:07:38] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000175
4730 | 0 | 0.762778 | 0.870168 | 5.51e-06 | 5:44:09 | 6:23:27
[08:08:17] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000145
4740 | 0 | 0.816523 | 0.869267 | 5.49e-06 | 5:44:48 | 6:22:38
[08:08:56] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000209
4750 | 0 | 0.577429 | 0.863629 | 5.48e-06 | 5:45:27 | 6:21:48
[08:09:34] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000241
4760 | 0 | 0.682482 | 0.862713 | 5.46e-06 | 5:46:06 | 6:21:00
[08:10:13] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000192
4770 | 0 | 1.086336 | 0.865212 | 5.44e-06 | 5:46:44 | 6:20:10
[08:10:52] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000080
4780 | 0 | 0.680676 | 0.860651 | 5.43e-06 | 5:47:23 | 6:19:22
[08:11:31] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000193
4790 | 0 | 0.571477 | 0.860487 | 5.41e-06 | 5:48:02 | 6:18:33
[08:12:10] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000379
4800 | 0 | 0.659419 | 0.859771 | 5.40e-06 | 5:48:41 | 6:17:44
[08:12:48] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000258
4810 | 0 | 0.448760 | 0.852585 | 5.38e-06 | 5:49:20 | 6:16:56
[08:13:28] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000410
4820 | 0 | 0.823301 | 0.851215 | 5.36e-06 | 5:50:00 | 6:16:08
[08:14:08] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000184
4830 | 0 | 1.020554 | 0.849952 | 5.35e-06 | 5:50:39 | 6:15:20
[08:14:47] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000130
4840 | 0 | 0.696662 | 0.849864 | 5.33e-06 | 5:51:18 | 6:14:32
[08:15:26] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000136
4850 | 0 | 0.580042 | 0.845802 | 5.32e-06 | 5:51:57 | 6:13:43
[08:16:05] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000186
4860 | 0 | 0.709893 | 0.844680 | 5.30e-06 | 5:52:37 | 6:12:56
[08:16:45] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000196
4870 | 0 | 0.550794 | 0.840528 | 5.29e-06 | 5:53:17 | 6:12:09
[08:17:25] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000291
4880 | 0 | 0.871013 | 0.841121 | 5.27e-06 | 5:53:57 | 6:11:22
[08:18:05] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000180
4890 | 0 | 0.923638 | 0.842081 | 5.25e-06 | 5:54:37 | 6:10:35
[08:18:45] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000126
4900 | 0 | 1.139214 | 0.843643 | 5.24e-06 | 5:55:17 | 6:09:47
[08:19:25] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000047
4910 | 0 | 0.940724 | 0.843950 | 5.22e-06 | 5:55:56 | 6:08:59
[08:20:04] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000090
4920 | 0 | 0.801823 | 0.843916 | 5.21e-06 | 5:56:35 | 6:08:11
[08:20:43] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000276
4930 | 0 | 0.494011 | 0.841056 | 5.19e-06 | 5:57:14 | 6:07:23
[08:21:22] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000187
4940 | 0 | 0.774577 | 0.841215 | 5.17e-06 | 5:57:53 | 6:06:34
[08:22:00] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000071
4950 | 0 | 1.124009 | 0.845543 | 5.16e-06 | 5:58:33 | 6:05:48
[08:22:41] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000045
4960 | 0 | 0.620034 | 0.842533 | 5.14e-06 | 5:59:12 | 6:05:00
[08:23:20] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000291
4970 | 0 | 0.866061 | 0.839428 | 5.13e-06 | 5:59:52 | 6:04:13
[08:24:00] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000152
4980 | 0 | 0.773321 | 0.839400 | 5.11e-06 | 6:00:32 | 6:03:26
[08:24:40] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000094
4990 | 0 | 0.517507 | 0.834738 | 5.10e-06 | 6:01:12 | 6:02:39
[08:25:20] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000244
5000 | 0 | 1.075042 | 0.835462 | 5.08e-06 | 6:01:53 | 6:01:53
[08:26:01] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000115
[08:26:37] Generating 16 validation images ...
[08:33:06] Validation step 5000: 16 images -> RESULTS/ProGamerGov/run_007/validation/collage_step_0005000.png
5010 | 0 | 1.000169 | 0.836894 | 5.06e-06 | 6:09:39 | 6:08:11
[08:33:47] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000148
5020 | 0 | 0.780559 | 0.833826 | 5.05e-06 | 6:10:18 | 6:07:21
[08:34:26] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000420
5030 | 0 | 1.050544 | 0.837856 | 5.03e-06 | 6:10:57 | 6:06:31
[08:35:04] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000095
5040 | 0 | 0.791477 | 0.838294 | 5.02e-06 | 6:11:36 | 6:05:42
[08:35:44] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000096
5050 | 0 | 0.532603 | 0.836902 | 5.00e-06 | 6:12:17 | 6:04:54
[08:36:25] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000654
5060 | 0 | 0.764841 | 0.832876 | 4.98e-06 | 6:12:56 | 6:04:06
[08:37:04] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000125
5070 | 0 | 1.132268 | 0.833397 | 4.97e-06 | 6:13:36 | 6:03:17
[08:37:44] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000046
5080 | 0 | 1.103252 | 0.837614 | 4.95e-06 | 6:14:16 | 6:02:29
[08:38:24] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000087
5090 | 0 | 0.814675 | 0.837310 | 4.94e-06 | 6:14:58 | 6:01:42
[08:39:05] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000148
5100 | 0 | 0.610149 | 0.834903 | 4.92e-06 | 6:15:37 | 6:00:53
[08:39:45] TD diagnostics: frac_valid=1.000, td_loss_mean=0.001328
5110 | 0 | 0.713262 | 0.835127 | 4.90e-06 | 6:16:18 | 6:00:06
[08:40:26] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000585
5120 | 0 | 1.129736 | 0.839556 | 4.89e-06 | 6:16:57 | 5:59:17
[08:41:05] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000090
5130 | 0 | 1.042603 | 0.841286 | 4.87e-06 | 6:17:36 | 5:58:28
[08:41:44] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000077
5140 | 0 | 0.804153 | 0.841565 | 4.86e-06 | 6:18:16 | 5:57:40
[08:42:24] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000128
5150 | 0 | 1.028384 | 0.842969 | 4.84e-06 | 6:18:56 | 5:56:51
[08:43:03] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000107
5160 | 0 | 0.583742 | 0.841462 | 4.83e-06 | 6:19:36 | 5:56:03
[08:43:43] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000289
5170 | 0 | 1.085418 | 0.843277 | 4.81e-06 | 6:20:15 | 5:55:15
[08:44:23] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000058
5180 | 0 | 0.720922 | 0.844065 | 4.79e-06 | 6:20:56 | 5:54:27
[08:45:03] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000284
5190 | 0 | 1.003054 | 0.843475 | 4.78e-06 | 6:21:35 | 5:53:38
[08:45:43] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000107
5200 | 0 | 0.780293 | 0.846129 | 4.76e-06 | 6:22:13 | 5:52:49
[08:46:21] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000143
5210 | 0 | 0.720483 | 0.843810 | 4.75e-06 | 6:22:53 | 5:52:01
[08:47:00] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000114
5220 | 0 | 1.114576 | 0.843281 | 4.73e-06 | 6:23:33 | 5:51:13
[08:47:40] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000101
5230 | 0 | 1.096962 | 0.843054 | 4.71e-06 | 6:24:12 | 5:50:25
[08:48:20] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000047
5240 | 0 | 0.982626 | 0.846777 | 4.70e-06 | 6:24:52 | 5:49:37
[08:49:00] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000104
5250 | 0 | 0.606852 | 0.845069 | 4.68e-06 | 6:25:32 | 5:48:49
[08:49:40] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000406
5260 | 0 | 0.544062 | 0.843631 | 4.67e-06 | 6:26:12 | 5:48:02
[08:50:20] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000567
5270 | 0 | 0.697569 | 0.842896 | 4.65e-06 | 6:26:52 | 5:47:13
[08:51:00] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000198
5280 | 0 | 0.652240 | 0.838193 | 4.64e-06 | 6:27:31 | 5:46:25
[08:51:39] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000498
5290 | 0 | 1.181310 | 0.841940 | 4.62e-06 | 6:28:11 | 5:45:37
[08:52:19] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000060
5300 | 0 | 0.618479 | 0.838167 | 4.60e-06 | 6:28:51 | 5:44:50
[08:52:59] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000194
5310 | 0 | 0.518603 | 0.832577 | 4.59e-06 | 6:29:31 | 5:44:02
[08:53:39] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000399
5320 | 0 | 0.573679 | 0.827077 | 4.57e-06 | 6:30:10 | 5:43:14
[08:54:18] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000219
5330 | 0 | 0.752435 | 0.823352 | 4.56e-06 | 6:30:51 | 5:42:27
[08:54:59] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000160
5340 | 0 | 1.014656 | 0.824068 | 4.54e-06 | 6:31:30 | 5:41:39
[08:55:38] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000261
5350 | 0 | 0.858619 | 0.822877 | 4.52e-06 | 6:32:09 | 5:40:51
[08:56:17] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000139
5360 | 0 | 0.802147 | 0.821778 | 4.51e-06 | 6:32:48 | 5:40:02
[08:56:56] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000113
5370 | 0 | 0.797262 | 0.818697 | 4.49e-06 | 6:33:28 | 5:39:14
[08:57:36] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000127
5380 | 0 | 0.753713 | 0.815526 | 4.48e-06 | 6:34:07 | 5:38:27
[08:58:15] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000128
5390 | 0 | 0.718451 | 0.813807 | 4.46e-06 | 6:34:47 | 5:37:40
[08:58:55] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000298
5400 | 0 | 0.584827 | 0.810872 | 4.45e-06 | 6:35:27 | 5:36:52
[08:59:35] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000817
5410 | 0 | 0.853191 | 0.807993 | 4.43e-06 | 6:36:07 | 5:36:05
[09:00:15] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000193
5420 | 0 | 0.681764 | 0.807081 | 4.41e-06 | 6:36:48 | 5:35:18
[09:00:55] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000643
5430 | 0 | 0.749878 | 0.806706 | 4.40e-06 | 6:37:27 | 5:34:30
[09:01:34] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000323
5440 | 0 | 0.748453 | 0.806848 | 4.38e-06 | 6:38:07 | 5:33:43
[09:02:15] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000553
5450 | 0 | 1.156541 | 0.807003 | 4.37e-06 | 6:38:49 | 5:32:58
[09:02:57] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000019
5460 | 0 | 0.536870 | 0.806300 | 4.35e-06 | 6:39:30 | 5:32:11
[09:03:37] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000662
5470 | 0 | 0.990120 | 0.809132 | 4.34e-06 | 6:40:10 | 5:31:24
[09:04:18] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000102
5480 | 0 | 1.128444 | 0.813844 | 4.32e-06 | 6:40:51 | 5:30:37
[09:04:59] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000016
5490 | 0 | 1.128674 | 0.818291 | 4.30e-06 | 6:41:32 | 5:29:51
[09:05:40] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000035
5500 | 0 | 1.126396 | 0.819491 | 4.29e-06 | 6:42:13 | 5:29:05
[09:06:21] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000071
5510 | 0 | 0.896092 | 0.817065 | 4.27e-06 | 6:42:54 | 5:28:18
[09:07:01] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000146
5520 | 0 | 0.776667 | 0.817735 | 4.26e-06 | 6:43:34 | 5:27:32
[09:07:42] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000322
5530 | 0 | 0.859298 | 0.817947 | 4.24e-06 | 6:44:14 | 5:26:45
[09:08:22] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000121
5540 | 0 | 0.759133 | 0.817707 | 4.23e-06 | 6:44:54 | 5:25:58
[09:09:02] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000155
5550 | 0 | 0.719879 | 0.812571 | 4.21e-06 | 6:45:34 | 5:25:11
[09:09:42] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000231
5560 | 0 | 1.061724 | 0.815202 | 4.19e-06 | 6:46:15 | 5:24:25
[09:10:23] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000083
5570 | 0 | 0.852075 | 0.813841 | 4.18e-06 | 6:46:55 | 5:23:38
[09:11:03] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000102
5580 | 0 | 0.755217 | 0.814016 | 4.16e-06 | 6:47:36 | 5:22:52
[09:11:44] TD diagnostics: frac_valid=1.000, td_loss_mean=0.001615
5590 | 0 | 1.109155 | 0.817723 | 4.15e-06 | 6:48:17 | 5:22:06
[09:12:25] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000017
5600 | 0 | 1.091824 | 0.821863 | 4.13e-06 | 6:48:57 | 5:21:19
[09:13:05] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000063
5610 | 0 | 0.448633 | 0.819780 | 4.12e-06 | 6:49:37 | 5:20:32
[09:13:45] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000295
5620 | 0 | 0.729010 | 0.819267 | 4.10e-06 | 6:50:16 | 5:19:45
[09:14:24] TD diagnostics: frac_valid=1.000, td_loss_mean=0.001553
5630 | 0 | 0.588788 | 0.818811 | 4.08e-06 | 6:50:57 | 5:18:58
[09:15:04] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000343
5640 | 0 | 0.862374 | 0.820528 | 4.07e-06 | 6:51:37 | 5:18:12
[09:15:45] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000118
5650 | 0 | 0.839193 | 0.820476 | 4.05e-06 | 6:52:18 | 5:17:26
[09:16:26] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000196
5660 | 0 | 0.930340 | 0.824238 | 4.04e-06 | 6:52:59 | 5:16:40
[09:17:07] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000112
5670 | 0 | 0.909570 | 0.822416 | 4.02e-06 | 6:53:39 | 5:15:53
[09:17:47] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000136
5680 | 0 | 0.860952 | 0.820675 | 4.01e-06 | 6:54:20 | 5:15:07
[09:18:28] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000146
5690 | 0 | 0.662327 | 0.819063 | 3.99e-06 | 6:55:01 | 5:14:22
[09:19:09] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000154
5700 | 0 | 0.774607 | 0.818709 | 3.98e-06 | 6:55:42 | 5:13:36
[09:19:50] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000192
5710 | 0 | 0.604539 | 0.817111 | 3.96e-06 | 6:56:22 | 5:12:49
[09:20:30] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000121
5720 | 0 | 0.976200 | 0.818177 | 3.94e-06 | 6:57:03 | 5:12:03
[09:21:10] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000154
5730 | 0 | 0.943865 | 0.819988 | 3.93e-06 | 6:57:45 | 5:11:18
[09:21:53] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000096
5740 | 0 | 0.710889 | 0.818931 | 3.91e-06 | 6:58:26 | 5:10:32
[09:22:34] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000258
5750 | 0 | 0.693220 | 0.820089 | 3.90e-06 | 6:59:07 | 5:09:47
[09:23:15] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000180
5760 | 0 | 0.656862 | 0.819833 | 3.88e-06 | 6:59:49 | 5:09:02
[09:23:57] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000205
5770 | 0 | 0.523935 | 0.814209 | 3.87e-06 | 7:00:29 | 5:08:15
[09:24:37] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000407
5780 | 0 | 0.558589 | 0.812988 | 3.85e-06 | 7:01:10 | 5:07:30
[09:25:18] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000336
5790 | 0 | 1.007541 | 0.817349 | 3.84e-06 | 7:01:52 | 5:06:45
[09:26:00] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000100
5800 | 0 | 0.886905 | 0.819624 | 3.82e-06 | 7:02:32 | 5:05:58
[09:26:40] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000147
5810 | 0 | 0.956972 | 0.824706 | 3.81e-06 | 7:03:13 | 5:05:12
[09:27:21] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000180
5820 | 0 | 1.003214 | 0.826505 | 3.79e-06 | 7:03:53 | 5:04:26
[09:28:01] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000088
5830 | 0 | 1.086151 | 0.827161 | 3.78e-06 | 7:04:33 | 5:03:40
[09:28:41] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000018
5840 | 0 | 0.728626 | 0.827481 | 3.76e-06 | 7:05:14 | 5:02:54
[09:29:22] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000404
5850 | 0 | 0.705574 | 0.828736 | 3.74e-06 | 7:05:54 | 5:02:08
[09:30:02] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000356
5860 | 0 | 0.609173 | 0.827729 | 3.73e-06 | 7:06:34 | 5:01:22
[09:30:42] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000646
5870 | 0 | 0.607543 | 0.828296 | 3.71e-06 | 7:07:16 | 5:00:37
[09:31:24] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000442
5880 | 0 | 1.144717 | 0.831033 | 3.70e-06 | 7:07:57 | 4:59:51
[09:32:05] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000057
5890 | 0 | 0.737614 | 0.829173 | 3.68e-06 | 7:08:38 | 4:59:06
[09:32:46] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000285
5900 | 0 | 1.123424 | 0.829015 | 3.67e-06 | 7:09:19 | 4:58:20
[09:33:27] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000033
5910 | 0 | 1.049042 | 0.830098 | 3.65e-06 | 7:10:00 | 4:57:35
[09:34:08] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000041
5920 | 0 | 0.995854 | 0.832039 | 3.64e-06 | 7:10:40 | 4:56:49
[09:34:48] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000114
5930 | 0 | 0.967978 | 0.836778 | 3.62e-06 | 7:11:21 | 4:56:03
[09:35:29] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000131
5940 | 0 | 0.801381 | 0.837046 | 3.61e-06 | 7:12:03 | 4:55:18
[09:36:10] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000161
5950 | 0 | 1.071524 | 0.836521 | 3.59e-06 | 7:12:44 | 4:54:33
[09:36:52] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000002
5960 | 0 | 0.706544 | 0.837387 | 3.58e-06 | 7:13:26 | 4:53:48
[09:37:33] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000221
5970 | 0 | 0.830092 | 0.837027 | 3.56e-06 | 7:14:08 | 4:53:03
[09:38:15] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000240
5980 | 0 | 1.152380 | 0.840817 | 3.55e-06 | 7:14:48 | 4:52:17
[09:38:56] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000027
5990 | 0 | 0.832914 | 0.843971 | 3.53e-06 | 7:15:29 | 4:51:32
[09:39:37] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000139
6000 | 0 | 0.832616 | 0.841547 | 3.52e-06 | 7:16:10 | 4:50:47
[09:40:18] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000154
[09:41:15] Saved sharded checkpoint -> RESULTS/ProGamerGov/run_007/checkpoint-6000 (run convert_checkpoint_to_diffusers.py separately for a diffusers-format transformer/ folder)
[09:41:47] Generating 16 validation images ...
[09:48:16] Validation step 6000: 16 images -> RESULTS/ProGamerGov/run_007/validation/collage_step_0006000.png
6010 | 0 | 0.783602 | 0.839382 | 3.50e-06 | 7:24:50 | 4:55:19
[09:48:57] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000202
6020 | 0 | 0.895855 | 0.840535 | 3.49e-06 | 7:25:29 | 4:54:31
[09:49:37] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000104
6030 | 0 | 1.033020 | 0.840359 | 3.47e-06 | 7:26:09 | 4:53:44
[09:50:17] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000245
6040 | 0 | 0.643835 | 0.838883 | 3.45e-06 | 7:26:51 | 4:52:58
[09:50:59] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000178
6050 | 0 | 0.714044 | 0.840697 | 3.44e-06 | 7:27:32 | 4:52:11
[09:51:40] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000226
6060 | 0 | 1.004779 | 0.843097 | 3.42e-06 | 7:28:12 | 4:51:24
[09:52:19] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000167
6070 | 0 | 1.107931 | 0.842853 | 3.41e-06 | 7:28:53 | 4:50:37
[09:53:01] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000048
6080 | 0 | 0.962899 | 0.841450 | 3.39e-06 | 7:29:33 | 4:49:51
[09:53:41] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000116
6090 | 0 | 0.799373 | 0.841297 | 3.38e-06 | 7:30:13 | 4:49:03
[09:54:21] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000203
6100 | 0 | 0.789399 | 0.843089 | 3.36e-06 | 7:30:53 | 4:48:16
[09:55:01] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000133
6110 | 0 | 0.694919 | 0.842906 | 3.35e-06 | 7:31:34 | 4:47:30
[09:55:42] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000386
6120 | 0 | 0.598843 | 0.837597 | 3.33e-06 | 7:32:14 | 4:46:43
[09:56:22] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000155
6130 | 0 | 0.750839 | 0.834679 | 3.32e-06 | 7:32:55 | 4:45:56
[09:57:03] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000147
6140 | 0 | 1.091717 | 0.837555 | 3.30e-06 | 7:33:36 | 4:45:10
[09:57:44] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000050
6150 | 0 | 0.957244 | 0.836843 | 3.29e-06 | 7:34:17 | 4:44:23
[09:58:25] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000073
6160 | 0 | 0.901022 | 0.840016 | 3.27e-06 | 7:34:57 | 4:43:36
[09:59:05] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000141
6170 | 0 | 1.142462 | 0.840587 | 3.26e-06 | 7:35:37 | 4:42:49
[09:59:45] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000036
6180 | 0 | 0.949153 | 0.842869 | 3.25e-06 | 7:36:17 | 4:42:02
[10:00:25] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000129
6190 | 0 | 1.067002 | 0.843508 | 3.23e-06 | 7:36:57 | 4:41:15
[10:01:05] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000079
6200 | 0 | 0.956711 | 0.845273 | 3.22e-06 | 7:37:38 | 4:40:29
[10:01:46] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000153
6210 | 0 | 0.639002 | 0.844458 | 3.20e-06 | 7:38:18 | 4:39:42
[10:02:26] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000264
6220 | 0 | 1.091406 | 0.844226 | 3.19e-06 | 7:38:58 | 4:38:55
[10:03:06] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000072
6230 | 0 | 0.624509 | 0.839502 | 3.17e-06 | 7:39:39 | 4:38:09
[10:03:46] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000163
6240 | 0 | 0.749105 | 0.837166 | 3.16e-06 | 7:40:20 | 4:37:22
[10:04:27] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000294
6250 | 0 | 0.614619 | 0.837244 | 3.14e-06 | 7:41:01 | 4:36:36
[10:05:08] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000179
6260 | 0 | 0.720646 | 0.839010 | 3.13e-06 | 7:41:41 | 4:35:49
[10:05:49] TD diagnostics: frac_valid=1.000, td_loss_mean=0.001500
6270 | 0 | 0.669273 | 0.838727 | 3.11e-06 | 7:42:20 | 4:35:02
[10:06:28] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000272
6280 | 0 | 0.827070 | 0.840475 | 3.10e-06 | 7:43:01 | 4:34:16
[10:07:08] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000139
6290 | 0 | 1.003921 | 0.838701 | 3.08e-06 | 7:43:41 | 4:33:29
[10:07:48] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000131
6300 | 0 | 0.968602 | 0.842203 | 3.07e-06 | 7:44:21 | 4:32:42
[10:08:29] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000068
6310 | 0 | 0.611782 | 0.843134 | 3.05e-06 | 7:45:01 | 4:31:56
[10:09:09] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000227
6320 | 0 | 0.575599 | 0.843154 | 3.04e-06 | 7:45:41 | 4:31:09
[10:09:49] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000170
6330 | 0 | 0.736319 | 0.842992 | 3.02e-06 | 7:46:22 | 4:30:23
[10:10:30] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000224
6340 | 0 | 0.681498 | 0.839661 | 3.01e-06 | 7:47:03 | 4:29:37
[10:11:11] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000350
6350 | 0 | 0.947002 | 0.840545 | 3.00e-06 | 7:47:43 | 4:28:51
[10:11:51] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000120
6360 | 0 | 0.747048 | 0.839994 | 2.98e-06 | 7:48:23 | 4:28:04
[10:12:31] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000392
6370 | 0 | 0.735677 | 0.839378 | 2.97e-06 | 7:49:04 | 4:27:18
[10:13:12] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000775
6380 | 0 | 0.609845 | 0.837939 | 2.95e-06 | 7:49:44 | 4:26:32
[10:13:52] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000187
6390 | 0 | 0.843159 | 0.839186 | 2.94e-06 | 7:50:25 | 4:25:45
[10:14:33] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000135
6400 | 0 | 0.972878 | 0.843067 | 2.92e-06 | 7:51:06 | 4:25:00
[10:15:14] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000174
6410 | 0 | 0.759342 | 0.842128 | 2.91e-06 | 7:51:47 | 4:24:14
[10:15:55] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000231
6420 | 0 | 1.142751 | 0.846738 | 2.89e-06 | 7:52:28 | 4:23:28
[10:16:36] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000019
6430 | 0 | 0.747678 | 0.846716 | 2.88e-06 | 7:53:09 | 4:22:42
[10:17:17] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000120
6440 | 0 | 0.746243 | 0.846694 | 2.87e-06 | 7:53:50 | 4:21:56
[10:17:58] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000159
6450 | 0 | 0.598933 | 0.841118 | 2.85e-06 | 7:54:31 | 4:21:10
[10:18:39] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000183
6460 | 0 | 0.808316 | 0.843832 | 2.84e-06 | 7:55:11 | 4:20:24
[10:19:19] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000198
6470 | 0 | 0.872016 | 0.842651 | 2.82e-06 | 7:55:53 | 4:19:38
[10:20:01] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000132
6480 | 0 | 0.774697 | 0.839114 | 2.81e-06 | 7:56:33 | 4:18:52
[10:20:41] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000105
6490 | 0 | 0.781231 | 0.835639 | 2.79e-06 | 7:57:12 | 4:18:05
[10:21:20] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000148
6500 | 0 | 0.855150 | 0.832927 | 2.78e-06 | 7:57:52 | 4:17:19
[10:22:00] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000152
6510 | 0 | 1.062135 | 0.834587 | 2.77e-06 | 7:58:33 | 4:16:33
[10:22:41] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000073
6520 | 0 | 1.185467 | 0.838675 | 2.75e-06 | 7:59:14 | 4:15:47
[10:23:21] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000042
6530 | 0 | 0.747923 | 0.837562 | 2.74e-06 | 7:59:54 | 4:15:01
[10:24:02] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000305
6540 | 0 | 0.952456 | 0.839495 | 2.72e-06 | 8:00:35 | 4:14:15
[10:24:43] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000140
6550 | 0 | 1.118442 | 0.843481 | 2.71e-06 | 8:01:16 | 4:13:29
[10:25:23] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000030
6560 | 0 | 0.520777 | 0.838071 | 2.69e-06 | 8:01:56 | 4:12:43
[10:26:04] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000197
6570 | 0 | 0.955043 | 0.839101 | 2.68e-06 | 8:02:37 | 4:11:57
[10:26:45] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000119
6580 | 0 | 0.817562 | 0.839724 | 2.67e-06 | 8:03:17 | 4:11:11
[10:27:25] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000185
6590 | 0 | 0.525402 | 0.833887 | 2.65e-06 | 8:03:57 | 4:10:25
[10:28:05] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000620
6600 | 0 | 0.727620 | 0.830245 | 2.64e-06 | 8:04:37 | 4:09:39
[10:28:45] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000173
6610 | 0 | 0.763292 | 0.833391 | 2.62e-06 | 8:05:18 | 4:08:53
[10:29:26] TD diagnostics: frac_valid=1.000, td_loss_mean=0.001034
6620 | 0 | 0.786692 | 0.833968 | 2.61e-06 | 8:05:59 | 4:08:08
[10:30:07] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000152
6630 | 0 | 0.655545 | 0.834636 | 2.60e-06 | 8:06:40 | 4:07:22
[10:30:48] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000323
6640 | 0 | 0.947011 | 0.835482 | 2.58e-06 | 8:07:21 | 4:06:36
[10:31:28] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000129
6650 | 0 | 0.680323 | 0.833893 | 2.57e-06 | 8:08:02 | 4:05:51
[10:32:09] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000389
6660 | 0 | 0.991265 | 0.834503 | 2.56e-06 | 8:08:43 | 4:05:05
[10:32:51] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000096
6670 | 0 | 0.675828 | 0.832165 | 2.54e-06 | 8:09:24 | 4:04:20
[10:33:32] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000150
6680 | 0 | 0.982340 | 0.833379 | 2.53e-06 | 8:10:04 | 4:03:34
[10:34:12] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000057
6690 | 0 | 1.013232 | 0.836888 | 2.51e-06 | 8:10:46 | 4:02:49
[10:34:54] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000141
6700 | 0 | 0.719773 | 0.836340 | 2.50e-06 | 8:11:27 | 4:02:03
[10:35:35] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000488
6710 | 0 | 0.616853 | 0.836463 | 2.49e-06 | 8:12:07 | 4:01:17
[10:36:15] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000200
6720 | 0 | 0.639384 | 0.833095 | 2.47e-06 | 8:12:48 | 4:00:32
[10:36:56] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000270
6730 | 0 | 1.142431 | 0.835080 | 2.46e-06 | 8:13:29 | 3:59:46
[10:37:37] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000016
6740 | 0 | 1.180129 | 0.839773 | 2.45e-06 | 8:14:10 | 3:59:01
[10:38:17] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000029
6750 | 0 | 0.665534 | 0.839496 | 2.43e-06 | 8:14:51 | 3:58:15
[10:38:59] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000236
6760 | 0 | 0.963999 | 0.842567 | 2.42e-06 | 8:15:32 | 3:57:30
[10:39:40] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000100
6770 | 0 | 1.221201 | 0.849540 | 2.40e-06 | 8:16:14 | 3:56:45
[10:40:22] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000051
6780 | 0 | 1.077343 | 0.854727 | 2.39e-06 | 8:16:55 | 3:56:00
[10:41:03] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000053
6790 | 0 | 1.081748 | 0.855470 | 2.38e-06 | 8:17:36 | 3:55:14
[10:41:44] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000084
6800 | 0 | 0.732173 | 0.853922 | 2.36e-06 | 8:18:17 | 3:54:29
[10:42:25] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000150
6810 | 0 | 1.043623 | 0.854789 | 2.35e-06 | 8:18:58 | 3:53:44
[10:43:06] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000135
6820 | 0 | 0.607917 | 0.850836 | 2.34e-06 | 8:19:40 | 3:52:58
[10:43:47] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000186
6830 | 0 | 0.716194 | 0.847136 | 2.32e-06 | 8:20:21 | 3:52:13
[10:44:28] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000308
6840 | 0 | 1.030195 | 0.850152 | 2.31e-06 | 8:21:02 | 3:51:28
[10:45:09] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000057
6850 | 0 | 1.068737 | 0.853783 | 2.30e-06 | 8:21:43 | 3:50:43
[10:45:51] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000061
6860 | 0 | 1.137011 | 0.859062 | 2.28e-06 | 8:22:24 | 3:49:57
[10:46:31] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000040
6870 | 0 | 1.116423 | 0.864151 | 2.27e-06 | 8:23:05 | 3:49:12
[10:47:13] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000038
6880 | 0 | 1.139478 | 0.864098 | 2.26e-06 | 8:23:47 | 3:48:27
[10:47:54] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000041
6890 | 0 | 1.154830 | 0.868270 | 2.24e-06 | 8:24:27 | 3:47:42
[10:48:35] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000049
6900 | 0 | 1.012055 | 0.867157 | 2.23e-06 | 8:25:09 | 3:46:57
[10:49:17] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000102
6910 | 0 | 1.174317 | 0.868410 | 2.22e-06 | 8:25:50 | 3:46:11
[10:49:57] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000061
6920 | 0 | 0.733250 | 0.865783 | 2.20e-06 | 8:26:31 | 3:45:26
[10:50:39] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000183
6930 | 0 | 0.757307 | 0.863677 | 2.19e-06 | 8:27:12 | 3:44:41
[10:51:20] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000127
6940 | 0 | 0.591202 | 0.861575 | 2.18e-06 | 8:27:54 | 3:43:56
[10:52:02] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000329
6950 | 0 | 0.720147 | 0.858061 | 2.16e-06 | 8:28:35 | 3:43:11
[10:52:43] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000174
6960 | 0 | 1.077649 | 0.861772 | 2.15e-06 | 8:29:16 | 3:42:26
[10:53:24] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000071
6970 | 0 | 1.032954 | 0.863801 | 2.14e-06 | 8:29:58 | 3:41:41
[10:54:06] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000105
6980 | 0 | 0.586154 | 0.858139 | 2.13e-06 | 8:30:38 | 3:40:56
[10:54:46] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000394
6990 | 0 | 1.095266 | 0.860762 | 2.11e-06 | 8:31:19 | 3:40:11
[10:55:27] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000005
7000 | 0 | 0.899737 | 0.861433 | 2.10e-06 | 8:32:01 | 3:39:26
[10:56:09] TD diagnostics: frac_valid=1.000, td_loss_mean=0.000164
[10:56:40] Generating 16 validation images ...
[11:03:07] Validation step 7000: 16 images -> RESULTS/ProGamerGov/run_007/validation/collage_step_0007000.png