| Training started: 2026-08-31 18:45:10 |
| ========================================================================================================================================================================== |
| Step | Epoch | Loss | Avg100 | LossA | LossB | Adv | Wt | TAMmean | MaxDelta | LR | Elapsed | ETA |
| -------------------------------------------------------------------------------------------------------------------------------------------------------------------------- |
| [18:45:10] Run directory: RESULTS/ProGamerGov/run_004 |
| [18:45:10] cuDNN SDPA disabled -- Flash/math backend for bf16 compatibility |
| [18:45:10] AGD: temperature=0.1, curriculum_steps=5000, max_delta=300 |
| [18:45:10] TAM: enabled=True, alpha=0.9, factor=0.5 |
| [18:45:10] SAD: enabled=True, temperature=0.5 |
| [18:45:10] Loading pretrained SANA components ... |
| [18:45:20] Transformer params: 1,604,462,752 total, 1,604,462,752 trainable |
| [18:45:20] Building dataset ... |
| [18:45:20] TAM initialised: 90000 samples tracked. |
| [18:45:20] |
| [18:45:20] ======================================================================== |
| [18:45:20] Output dir = RESULTS/ProGamerGov/run_004 |
| [18:45:20] Num examples = 90000 |
| [18:45:20] Num epochs = 1 |
| [18:45:20] Batch/device = 8 |
| [18:45:20] Effective BS = 8 |
| [18:45:20] Total optim steps = 10000 |
| [18:45:20] LR = 0.0001 |
| [18:45:20] Precision = bf16 |
| [18:45:20] --- AGD Easy-to-Hard Curriculum --- |
| [18:45:20] AGD temperature = 0.1 |
| [18:45:20] Curriculum steps = 5000 |
| [18:45:20] Max timestep delta = 300 |
| [18:45:20] --- TAM: Temporal Advantage Memory --- |
| [18:45:20] TAM enabled = True |
| [18:45:20] TAM alpha (EMA decay) = 0.9 |
| [18:45:20] TAM factor (modulation)= 0.5 |
| [18:45:20] TAM log every = 500 steps |
| [18:45:20] --- SAD: Spectral Advantage Decomposition --- |
| [18:45:20] SAD enabled = True |
| [18:45:20] SAD temperature = 0.5 |
| [18:45:20] ======================================================================== |
| [18:45:20] |
| 50 | 0 | 1.016140 | 1.016140 | 1.012220 | 1.012357 | 0.000137 | 1.0000 | 0.0000 | 3.00 | 1.00e-05 | 0:02:45 | 9:08:21 |
| 100 | 0 | 0.794977 | 0.905558 | 0.801788 | 0.799341 | -0.002447 | 1.0000 | 0.0000 | 6.00 | 2.00e-05 | 0:05:18 | 8:45:19 |
| 150 | 0 | 0.840818 | 0.883978 | 0.849752 | 0.861840 | 0.012089 | 1.0000 | 0.0000 | 9.00 | 3.00e-05 | 0:07:51 | 8:36:08 |
| 200 | 0 | 0.865114 | 0.879262 | 0.821392 | 0.830314 | 0.008921 | 1.0000 | 0.0000 | 12.00 | 4.00e-05 | 0:10:25 | 8:30:28 |
| 250 | 0 | 0.804179 | 0.864246 | 0.811040 | 0.809024 | -0.002017 | 1.0000 | 0.0000 | 15.00 | 5.00e-05 | 0:12:58 | 8:25:42 |
| 300 | 0 | 0.872167 | 0.865566 | 0.893798 | 0.886098 | -0.007700 | 1.0000 | 0.0000 | 18.00 | 6.00e-05 | 0:15:31 | 8:21:51 |
| 350 | 0 | 1.052897 | 0.892328 | 1.050282 | 1.042622 | -0.007660 | 1.0000 | 0.0000 | 21.00 | 7.00e-05 | 0:18:04 | 8:18:16 |
| 400 | 0 | 0.978479 | 0.903096 | 0.843073 | 0.929254 | 0.086181 | 1.0000 | 0.0000 | 24.00 | 8.00e-05 | 0:20:37 | 8:14:57 |
| 450 | 0 | 1.375047 | 0.955535 | 1.227234 | 1.073639 | -0.153596 | 1.0000 | 0.0000 | 27.00 | 9.00e-05 | 0:23:10 | 8:11:52 |
| 500 | 0 | 0.826133 | 0.942595 | 0.793624 | 0.741824 | -0.051800 | 1.0000 | 0.0000 | 30.00 | 1.00e-04 | 0:25:43 | 8:08:53 |
| [19:10:54] [TAM stats @ step 500] mean=0.0000 std=0.0031 max=0.1524 min=-0.1056 visits=4000 |
| 550 | 0 | 1.350143 | 0.979645 | 1.206432 | 1.323918 | 0.117486 | 1.0000 | -0.0000 | 33.00 | 1.00e-04 | 0:28:16 | 8:05:57 |
| 600 | 0 | 0.860503 | 0.969717 | 0.860529 | 0.836933 | -0.023596 | 1.0000 | -0.0000 | 36.00 | 1.00e-04 | 0:30:50 | 8:03:05 |
| 650 | 0 | 0.882082 | 0.962975 | 0.923355 | 0.916585 | -0.006771 | 1.0000 | -0.0000 | 39.00 | 1.00e-04 | 0:33:23 | 8:00:16 |
| 700 | 0 | 0.878307 | 0.956928 | 0.892782 | 0.889013 | -0.003769 | 1.0000 | -0.0000 | 42.00 | 1.00e-04 | 0:35:56 | 7:57:33 |
| 750 | 0 | 1.069121 | 0.964407 | 1.004908 | 1.018366 | 0.013458 | 1.0000 | -0.0000 | 45.00 | 1.00e-04 | 0:38:29 | 7:54:46 |
| 800 | 0 | 1.212899 | 0.979938 | 1.078763 | 1.117413 | 0.038650 | 1.0000 | -0.0000 | 48.00 | 1.00e-04 | 0:41:02 | 7:52:01 |
| 850 | 0 | 1.005854 | 0.981462 | 1.278800 | 1.035614 | -0.243187 | 1.0000 | -0.0000 | 51.00 | 1.00e-04 | 0:43:35 | 7:49:18 |
| 900 | 0 | 1.630986 | 1.017547 | 1.645627 | 1.423994 | -0.221633 | 1.0000 | 0.0000 | 54.00 | 1.00e-04 | 0:46:08 | 7:46:34 |
| 950 | 0 | 1.317169 | 1.033317 | 1.218706 | 1.261322 | 0.042616 | 1.0000 | 0.0000 | 57.00 | 1.00e-04 | 0:48:41 | 7:43:51 |
| 1000 | 0 | 1.393852 | 1.051343 | 1.009105 | 1.272253 | 0.263148 | 1.0000 | 0.0000 | 60.00 | 1.00e-04 | 0:51:14 | 7:41:10 |
| [19:36:24] [TAM stats @ step 1000] mean=0.0000 std=0.0063 max=0.1524 min=-0.2021 visits=8000 |
| [19:36:24] Generating 16 validation images ... |
| [19:37:17] Validation at step 1000: 16 images -> RESULTS/ProGamerGov/run_004/validation/collage_step_0001000.png |
| 1050 | 0 | 1.155725 | 1.056314 | 0.926350 | 0.981364 | 0.055014 | 1.0000 | 0.0001 | 63.00 | 1.00e-04 | 0:54:40 | 7:46:05 |
| 1100 | 0 | 0.842561 | 1.046598 | 0.902644 | 0.847169 | -0.055475 | 1.0000 | 0.0001 | 66.00 | 1.00e-04 | 0:57:13 | 7:43:03 |
| 1150 | 0 | 1.041290 | 1.046367 | 0.992848 | 1.016827 | 0.023979 | 1.0000 | 0.0001 | 69.00 | 1.00e-04 | 0:59:47 | 7:40:06 |
| 1200 | 0 | 1.026758 | 1.045550 | 0.962926 | 0.981175 | 0.018249 | 1.0000 | 0.0001 | 72.00 | 1.00e-04 | 1:02:20 | 7:37:11 |
| 1250 | 0 | 1.220108 | 1.052532 | 1.212310 | 1.169547 | -0.042763 | 1.0000 | 0.0001 | 75.00 | 1.00e-04 | 1:04:53 | 7:34:16 |
| 1300 | 0 | 0.879138 | 1.045863 | 0.931125 | 0.858712 | -0.072413 | 1.0000 | 0.0001 | 78.00 | 1.00e-04 | 1:07:26 | 7:31:22 |
| 1350 | 0 | 0.975051 | 1.043241 | 1.057154 | 1.022759 | -0.034396 | 1.0000 | 0.0001 | 81.00 | 1.00e-04 | 1:10:00 | 7:28:33 |
| 1400 | 0 | 1.737377 | 1.068031 | 1.486212 | 1.751012 | 0.264800 | 1.0000 | 0.0001 | 84.00 | 1.00e-04 | 1:12:33 | 7:25:44 |
| 1450 | 0 | 1.019683 | 1.066364 | 0.987376 | 0.997832 | 0.010456 | 1.0000 | 0.0001 | 87.00 | 1.00e-04 | 1:15:07 | 7:22:58 |
| 1500 | 0 | 1.082037 | 1.066887 | 0.989229 | 1.092367 | 0.103138 | 1.0000 | 0.0002 | 90.00 | 1.00e-04 | 1:17:41 | 7:20:15 |
| [20:02:51] [TAM stats @ step 1500] mean=0.0002 std=0.0082 max=0.1926 min=-0.2021 visits=12000 |
| 1550 | 0 | 1.252706 | 1.072881 | 1.185291 | 1.153963 | -0.031328 | 1.0000 | 0.0002 | 93.00 | 1.00e-04 | 1:20:15 | 7:17:30 |
| 1600 | 0 | 1.093069 | 1.073512 | 1.129278 | 1.056041 | -0.073238 | 1.0000 | 0.0002 | 96.00 | 1.00e-04 | 1:22:48 | 7:14:45 |
| 1650 | 0 | 0.928717 | 1.069124 | 0.945617 | 0.895807 | -0.049810 | 1.0000 | 0.0002 | 99.00 | 1.00e-04 | 1:25:22 | 7:12:02 |
| 1700 | 0 | 1.102786 | 1.070114 | 0.936544 | 0.958934 | 0.022391 | 1.0000 | 0.0002 | 102.00 | 1.00e-04 | 1:27:56 | 7:09:21 |
| 1750 | 0 | 1.059137 | 1.069800 | 1.055182 | 1.013080 | -0.042103 | 1.0000 | 0.0002 | 105.00 | 1.00e-04 | 1:30:30 | 7:06:38 |
| 1800 | 0 | 1.093814 | 1.070467 | 1.060469 | 1.092114 | 0.031645 | 1.0000 | 0.0003 | 108.00 | 1.00e-04 | 1:33:03 | 7:03:56 |
| 1850 | 0 | 1.399288 | 1.079354 | 1.244474 | 1.311427 | 0.066953 | 1.0000 | 0.0002 | 111.00 | 1.00e-04 | 1:35:36 | 7:01:13 |
| 1900 | 0 | 1.159840 | 1.081472 | 1.069605 | 1.102692 | 0.033087 | 1.0000 | 0.0002 | 114.00 | 1.00e-04 | 1:38:09 | 6:58:29 |
| 1950 | 0 | 1.210734 | 1.084787 | 1.025864 | 1.083631 | 0.057768 | 1.0000 | 0.0002 | 117.00 | 1.00e-04 | 1:40:43 | 6:55:49 |
| 2000 | 0 | 1.118208 | 1.085622 | 1.143384 | 1.018637 | -0.124747 | 1.0000 | 0.0002 | 120.00 | 1.00e-04 | 1:43:17 | 6:53:08 |
| [20:28:27] [TAM stats @ step 2000] mean=0.0002 std=0.0102 max=0.1926 min=-0.2021 visits=16000 |
| [20:28:43] Saved checkpoint -> RESULTS/ProGamerGov/run_004/checkpoint-2000 |
| [20:28:43] Generating 16 validation images ... |
| [20:29:36] Validation at step 2000: 16 images -> RESULTS/ProGamerGov/run_004/validation/collage_step_0002000.png |
| 2050 | 0 | 1.314066 | 1.091194 | 1.098009 | 1.292563 | 0.194555 | 1.0000 | 0.0002 | 123.00 | 1.00e-04 | 1:47:00 | 6:54:59 |
| 2100 | 0 | 1.101718 | 1.091445 | 1.078625 | 1.045690 | -0.032935 | 1.0000 | 0.0002 | 126.00 | 1.00e-04 | 1:49:33 | 6:52:10 |
| 2150 | 0 | 1.040350 | 1.090256 | 1.060474 | 0.951341 | -0.109133 | 1.0000 | 0.0002 | 129.00 | 1.00e-04 | 1:52:07 | 6:49:22 |
| 2200 | 0 | 0.966908 | 1.087453 | 0.903943 | 0.843386 | -0.060557 | 1.0000 | 0.0002 | 132.00 | 1.00e-04 | 1:54:41 | 6:46:37 |
| 2250 | 0 | 1.076354 | 1.087206 | 0.918446 | 0.920977 | 0.002531 | 1.0000 | 0.0002 | 135.00 | 1.00e-04 | 1:57:14 | 6:43:50 |
| 2300 | 0 | 1.071694 | 1.086869 | 0.980242 | 1.002548 | 0.022305 | 1.0000 | 0.0002 | 138.00 | 1.00e-04 | 1:59:48 | 6:41:04 |
| 2350 | 0 | 1.213809 | 1.089570 | 1.038257 | 1.136678 | 0.098422 | 1.0000 | 0.0002 | 141.00 | 1.00e-04 | 2:02:21 | 6:38:18 |
| 2400 | 0 | 1.353059 | 1.095059 | 1.135471 | 1.154840 | 0.019370 | 1.0000 | 0.0002 | 144.00 | 1.00e-04 | 2:04:54 | 6:35:33 |
| 2450 | 0 | 1.110201 | 1.095368 | 1.062307 | 1.080070 | 0.017762 | 1.0000 | 0.0002 | 147.00 | 1.00e-04 | 2:07:27 | 6:32:48 |
| 2500 | 0 | 1.157933 | 1.096620 | 1.151508 | 1.074868 | -0.076639 | 1.0000 | 0.0002 | 150.00 | 1.00e-04 | 2:10:01 | 6:30:04 |
| [20:55:11] [TAM stats @ step 2500] mean=0.0002 std=0.0117 max=0.1926 min=-0.2021 visits=20000 |
| 2550 | 0 | 1.249486 | 1.099617 | 1.055379 | 1.099092 | 0.043713 | 1.0000 | 0.0002 | 153.00 | 1.00e-04 | 2:12:34 | 6:27:20 |
| 2600 | 0 | 1.011942 | 1.097931 | 1.022776 | 0.939503 | -0.083273 | 1.0000 | 0.0002 | 156.00 | 1.00e-04 | 2:15:08 | 6:24:37 |
| 2650 | 0 | 1.193133 | 1.099727 | 1.065780 | 1.122096 | 0.056316 | 1.0000 | 0.0003 | 159.00 | 1.00e-04 | 2:17:41 | 6:21:54 |
| 2700 | 0 | 1.018022 | 1.098214 | 1.037772 | 1.030825 | -0.006947 | 1.0000 | 0.0003 | 162.00 | 1.00e-04 | 2:20:15 | 6:19:12 |
| 2750 | 0 | 1.167125 | 1.099467 | 1.029371 | 1.047403 | 0.018032 | 1.0000 | 0.0003 | 165.00 | 1.00e-04 | 2:22:48 | 6:16:29 |
| 2800 | 0 | 1.025882 | 1.098153 | 1.035968 | 0.981480 | -0.054488 | 1.0000 | 0.0003 | 168.00 | 1.00e-04 | 2:25:21 | 6:13:47 |
| 2850 | 0 | 1.053601 | 1.097372 | 1.058679 | 1.026530 | -0.032149 | 1.0000 | 0.0002 | 171.00 | 1.00e-04 | 2:27:55 | 6:11:06 |
| 2900 | 0 | 1.337456 | 1.101511 | 1.149184 | 1.162694 | 0.013510 | 1.0000 | 0.0002 | 174.00 | 1.00e-04 | 2:30:28 | 6:08:24 |
| 2950 | 0 | 1.173236 | 1.102727 | 1.122607 | 1.112445 | -0.010161 | 1.0000 | 0.0002 | 177.00 | 1.00e-04 | 2:33:02 | 6:05:43 |
| 3000 | 0 | 0.991411 | 1.100871 | 1.037320 | 0.982702 | -0.054619 | 1.0000 | 0.0002 | 180.00 | 1.00e-04 | 2:35:35 | 6:03:03 |
| [21:20:45] [TAM stats @ step 3000] mean=0.0002 std=0.0129 max=0.1926 min=-0.2021 visits=24000 |
| [21:20:45] Generating 16 validation images ... |
| [21:21:41] Validation at step 3000: 16 images -> RESULTS/ProGamerGov/run_004/validation/collage_step_0003000.png |
| 3050 | 0 | 1.054793 | 1.100116 | 1.034428 | 1.032110 | -0.002318 | 1.0000 | 0.0002 | 183.00 | 1.00e-04 | 2:39:05 | 6:02:30 |
| 3100 | 0 | 1.013273 | 1.098715 | 0.938405 | 0.912958 | -0.025448 | 1.0000 | 0.0002 | 186.00 | 1.00e-04 | 2:41:38 | 5:59:47 |
| 3150 | 0 | 1.030430 | 1.097631 | 1.047862 | 1.025103 | -0.022759 | 1.0000 | 0.0001 | 189.00 | 1.00e-04 | 2:44:12 | 5:57:05 |
| 3200 | 0 | 1.184648 | 1.098991 | 0.947254 | 1.104500 | 0.157246 | 1.0000 | 0.0001 | 192.00 | 1.00e-04 | 2:46:46 | 5:54:23 |
| 3250 | 0 | 1.070615 | 1.098554 | 1.100796 | 1.042228 | -0.058568 | 1.0000 | 0.0001 | 195.00 | 1.00e-04 | 2:49:20 | 5:51:41 |
| 3300 | 0 | 1.842279 | 1.109823 | 1.184527 | 1.593062 | 0.408534 | 1.0000 | 0.0001 | 198.00 | 1.00e-04 | 2:51:53 | 5:49:00 |
| 3350 | 0 | 1.349835 | 1.113405 | 1.360905 | 1.227033 | -0.133872 | 1.0000 | 0.0001 | 201.00 | 1.00e-04 | 2:54:27 | 5:46:19 |
| 3400 | 0 | 1.167628 | 1.114203 | 1.014250 | 1.005603 | -0.008647 | 1.0000 | 0.0001 | 204.00 | 1.00e-04 | 2:57:01 | 5:43:38 |
| 3450 | 0 | 0.905237 | 1.111174 | 1.045699 | 0.954011 | -0.091688 | 1.0000 | 0.0000 | 207.00 | 1.00e-04 | 2:59:35 | 5:40:58 |
| 3500 | 0 | 1.032932 | 1.110056 | 1.106713 | 0.912268 | -0.194445 | 1.0000 | 0.0000 | 210.00 | 1.00e-04 | 3:02:09 | 5:38:17 |
| [21:47:19] [TAM stats @ step 3500] mean=0.0000 std=0.0142 max=0.1926 min=-0.2021 visits=28000 |
| 3550 | 0 | 1.129355 | 1.110328 | 1.084661 | 1.109929 | 0.025269 | 1.0000 | 0.0000 | 213.00 | 1.00e-04 | 3:04:43 | 5:35:37 |
| 3600 | 0 | 1.387876 | 1.114183 | 1.117493 | 1.234371 | 0.116878 | 1.0000 | -0.0000 | 216.00 | 1.00e-04 | 3:07:17 | 5:32:57 |
| 3650 | 0 | 1.169970 | 1.114947 | 1.067906 | 1.102271 | 0.034366 | 1.0000 | 0.0000 | 219.00 | 1.00e-04 | 3:09:51 | 5:30:17 |
| 3700 | 0 | 1.494815 | 1.120081 | 1.037554 | 1.275062 | 0.237508 | 1.0000 | 0.0000 | 222.00 | 1.00e-04 | 3:12:25 | 5:27:37 |
| 3750 | 0 | 1.171605 | 1.120768 | 0.938230 | 1.000234 | 0.062005 | 1.0000 | 0.0001 | 225.00 | 1.00e-04 | 3:14:59 | 5:24:58 |
| 3800 | 0 | 1.030080 | 1.119574 | 1.021956 | 0.998094 | -0.023862 | 1.0000 | 0.0000 | 228.00 | 1.00e-04 | 3:17:32 | 5:22:19 |
| 3850 | 0 | 1.241332 | 1.121156 | 1.298240 | 1.114550 | -0.183690 | 1.0000 | 0.0000 | 231.00 | 1.00e-04 | 3:20:07 | 5:19:40 |
| 3900 | 0 | 0.986640 | 1.119431 | 0.973313 | 0.980740 | 0.007427 | 1.0000 | 0.0000 | 234.00 | 1.00e-04 | 3:22:41 | 5:17:02 |
| 3950 | 0 | 1.110965 | 1.119324 | 0.902340 | 0.899972 | -0.002368 | 1.0000 | 0.0000 | 237.00 | 1.00e-04 | 3:25:16 | 5:14:23 |
| 4000 | 0 | 1.048153 | 1.118434 | 0.847235 | 0.945616 | 0.098381 | 1.0000 | -0.0000 | 240.00 | 1.00e-04 | 3:27:50 | 5:11:45 |
| [22:13:00] [TAM stats @ step 4000] mean=-0.0000 std=0.0156 max=0.2528 min=-0.2021 visits=32000 |
| [22:13:17] Saved checkpoint -> RESULTS/ProGamerGov/run_004/checkpoint-4000 |
| [22:13:17] Generating 16 validation images ... |
| [22:14:10] Validation at step 4000: 16 images -> RESULTS/ProGamerGov/run_004/validation/collage_step_0004000.png |
| 4050 | 0 | 1.284204 | 1.120481 | 1.026400 | 1.220402 | 0.194001 | 1.0000 | 0.0000 | 243.00 | 1.00e-04 | 3:31:35 | 5:10:51 |
| 4100 | 0 | 1.162483 | 1.120993 | 0.999449 | 1.049521 | 0.050072 | 1.0000 | 0.0000 | 246.00 | 1.00e-04 | 3:34:09 | 5:08:11 |
| 4150 | 0 | 1.183949 | 1.121752 | 0.971112 | 0.997637 | 0.026525 | 1.0000 | 0.0000 | 249.00 | 1.00e-04 | 3:36:44 | 5:05:31 |
| 4200 | 0 | 0.988764 | 1.120168 | 0.963068 | 0.976491 | 0.013423 | 1.0000 | 0.0000 | 252.00 | 1.00e-04 | 3:39:18 | 5:02:50 |
| 4250 | 0 | 1.000813 | 1.118764 | 0.943877 | 0.918350 | -0.025527 | 1.0000 | -0.0000 | 255.00 | 1.00e-04 | 3:41:52 | 5:00:11 |
| 4300 | 0 | 1.016378 | 1.117574 | 0.990150 | 0.931099 | -0.059052 | 1.0000 | -0.0000 | 258.00 | 1.00e-04 | 3:44:27 | 4:57:31 |
| 4350 | 0 | 1.098935 | 1.117359 | 1.112279 | 1.079019 | -0.033260 | 1.0000 | -0.0000 | 261.00 | 1.00e-04 | 3:47:01 | 4:54:51 |
| 4400 | 0 | 1.063390 | 1.116746 | 1.062753 | 0.986851 | -0.075902 | 1.0000 | -0.0000 | 264.00 | 1.00e-04 | 3:49:34 | 4:52:11 |
| 4450 | 0 | 1.030867 | 1.115781 | 1.042099 | 0.951609 | -0.090490 | 1.0000 | -0.0000 | 267.00 | 1.00e-04 | 3:52:08 | 4:49:32 |
| 4500 | 0 | 1.094194 | 1.115541 | 1.108047 | 0.998152 | -0.109895 | 1.0000 | -0.0000 | 270.00 | 1.00e-04 | 3:54:42 | 4:46:52 |
| [22:39:52] [TAM stats @ step 4500] mean=-0.0000 std=0.0164 max=0.3012 min=-0.2021 visits=36000 |
| 4550 | 0 | 1.094556 | 1.115311 | 1.043203 | 0.956024 | -0.087179 | 1.0000 | -0.0000 | 273.00 | 1.00e-04 | 3:57:16 | 4:44:12 |
| 4600 | 0 | 1.190617 | 1.116129 | 1.055065 | 1.003755 | -0.051310 | 1.0000 | -0.0000 | 276.00 | 1.00e-04 | 3:59:50 | 4:41:33 |
| 4650 | 0 | 0.932163 | 1.114151 | 0.993675 | 1.006743 | 0.013068 | 1.0000 | -0.0001 | 279.00 | 1.00e-04 | 4:02:25 | 4:38:54 |
| 4700 | 0 | 1.168833 | 1.114733 | 1.120143 | 1.074111 | -0.046033 | 1.0000 | -0.0001 | 282.00 | 1.00e-04 | 4:04:59 | 4:36:15 |
| 4750 | 0 | 1.049136 | 1.114042 | 1.004049 | 0.913459 | -0.090591 | 1.0000 | -0.0001 | 285.00 | 1.00e-04 | 4:07:33 | 4:33:36 |
| 4800 | 0 | 1.112530 | 1.114027 | 1.082875 | 1.017309 | -0.065566 | 1.0000 | -0.0001 | 288.00 | 1.00e-04 | 4:10:07 | 4:30:58 |
| 4850 | 0 | 1.097698 | 1.113858 | 0.957355 | 1.020107 | 0.062753 | 1.0000 | -0.0001 | 291.00 | 1.00e-04 | 4:12:41 | 4:28:19 |
| 4900 | 0 | 1.041608 | 1.113121 | 0.959618 | 0.946587 | -0.013031 | 1.0000 | -0.0001 | 294.00 | 1.00e-04 | 4:15:15 | 4:25:40 |
| 4950 | 0 | 1.269449 | 1.114700 | 1.030256 | 1.021591 | -0.008665 | 1.0000 | -0.0002 | 297.00 | 1.00e-04 | 4:17:49 | 4:23:01 |
| 5000 | 0 | 0.987292 | 1.113426 | 0.980691 | 0.898234 | -0.082457 | 1.0000 | -0.0002 | 300.00 | 1.00e-04 | 4:20:23 | 4:20:23 |
| [23:05:33] [TAM stats @ step 5000] mean=-0.0002 std=0.0170 max=0.3012 min=-0.2021 visits=40000 |
| [23:05:33] Generating 16 validation images ... |
| [23:06:26] Validation at step 5000: 16 images -> RESULTS/ProGamerGov/run_004/validation/collage_step_0005000.png |
| 5050 | 0 | 1.080894 | 1.114074 | 1.029614 | 1.035191 | 0.005577 | 1.0000 | -0.0002 | 300.00 | 1.00e-04 | 4:23:50 | 4:18:36 |
| 5100 | 0 | 0.887884 | 1.115003 | 0.895687 | 0.869281 | -0.026406 | 1.0000 | -0.0002 | 300.00 | 1.00e-04 | 4:26:24 | 4:15:57 |
| 5150 | 0 | 1.090003 | 1.117494 | 1.030185 | 1.019377 | -0.010808 | 1.0000 | -0.0002 | 300.00 | 1.00e-04 | 4:28:58 | 4:13:18 |
| 5200 | 0 | 1.026139 | 1.119105 | 0.967700 | 0.979526 | 0.011826 | 1.0000 | -0.0002 | 300.00 | 1.00e-04 | 4:31:32 | 4:10:39 |
| 5250 | 0 | 1.085221 | 1.121915 | 1.019807 | 0.984291 | -0.035517 | 1.0000 | -0.0002 | 300.00 | 1.00e-04 | 4:34:06 | 4:08:00 |
| 5300 | 0 | 1.359759 | 1.126791 | 1.221840 | 1.199896 | -0.021944 | 1.0000 | -0.0003 | 300.00 | 1.00e-04 | 4:36:41 | 4:05:21 |
| 5350 | 0 | 1.083743 | 1.127099 | 1.222954 | 1.081674 | -0.141281 | 1.0000 | -0.0003 | 300.00 | 1.00e-04 | 4:39:15 | 4:02:43 |
| 5400 | 0 | 1.213292 | 1.129448 | 1.155857 | 1.085803 | -0.070054 | 1.0000 | -0.0003 | 300.00 | 1.00e-04 | 4:41:49 | 4:00:04 |
| 5450 | 0 | 0.900410 | 1.124701 | 1.000757 | 0.883589 | -0.117168 | 1.0000 | -0.0003 | 300.00 | 1.00e-04 | 4:44:24 | 3:57:26 |
| 5500 | 0 | 1.190953 | 1.128349 | 0.999893 | 1.112425 | 0.112532 | 1.0000 | -0.0004 | 300.00 | 1.00e-04 | 4:46:58 | 3:54:47 |
| [23:32:08] [TAM stats @ step 5500] mean=-0.0004 std=0.0176 max=0.3012 min=-0.2021 visits=44000 |
| 5550 | 0 | 1.077138 | 1.125619 | 1.039292 | 0.968317 | -0.070975 | 1.0000 | -0.0004 | 300.00 | 1.00e-04 | 4:49:32 | 3:52:09 |
| 5600 | 0 | 0.907296 | 1.126087 | 0.949505 | 0.910205 | -0.039300 | 1.0000 | -0.0004 | 300.00 | 1.00e-04 | 4:52:06 | 3:49:31 |
| 5650 | 0 | 1.278223 | 1.130049 | 0.997296 | 1.040346 | 0.043049 | 1.0000 | -0.0004 | 300.00 | 1.00e-04 | 4:54:41 | 3:46:52 |
| 5700 | 0 | 0.927389 | 1.130540 | 1.008714 | 0.881775 | -0.126939 | 1.0000 | -0.0004 | 300.00 | 1.00e-04 | 4:57:15 | 3:44:14 |
| 5750 | 0 | 0.937418 | 1.129223 | 0.974030 | 0.949198 | -0.024831 | 1.0000 | -0.0004 | 300.00 | 1.00e-04 | 4:59:49 | 3:41:36 |
| 5800 | 0 | 0.908446 | 1.126178 | 0.917515 | 0.927413 | 0.009897 | 1.0000 | -0.0004 | 300.00 | 1.00e-04 | 5:02:24 | 3:38:58 |
| 5850 | 0 | 0.869016 | 1.124810 | 0.914096 | 0.883167 | -0.030930 | 1.0000 | -0.0004 | 300.00 | 1.00e-04 | 5:04:58 | 3:36:20 |
| 5900 | 0 | 1.004771 | 1.118547 | 1.071846 | 1.025572 | -0.046273 | 1.0000 | -0.0004 | 300.00 | 1.00e-04 | 5:07:32 | 3:33:42 |
| 5950 | 0 | 1.012031 | 1.115496 | 0.975453 | 0.962554 | -0.012899 | 1.0000 | -0.0004 | 300.00 | 1.00e-04 | 5:10:06 | 3:31:05 |
| 6000 | 0 | 0.933455 | 1.110892 | 0.928573 | 0.926566 | -0.002007 | 1.0000 | -0.0004 | 300.00 | 1.00e-04 | 5:12:41 | 3:28:27 |
| [23:57:51] [TAM stats @ step 6000] mean=-0.0004 std=0.0179 max=0.3012 min=-0.2021 visits=48000 |
| [23:58:12] Saved checkpoint -> RESULTS/ProGamerGov/run_004/checkpoint-6000 |
| [23:58:14] Removed old checkpoint: checkpoint-2000 |
| [23:58:14] Generating 16 validation images ... |
| [23:59:07] Validation at step 6000: 16 images -> RESULTS/ProGamerGov/run_004/validation/collage_step_0006000.png |
| 6050 | 0 | 0.979855 | 1.109133 | 0.893693 | 0.920076 | 0.026383 | 1.0000 | -0.0005 | 300.00 | 1.00e-04 | 5:16:31 | 3:26:39 |
| 6100 | 0 | 0.981277 | 1.110521 | 1.048267 | 0.950897 | -0.097369 | 1.0000 | -0.0005 | 300.00 | 1.00e-04 | 5:19:05 | 3:24:00 |
| 6150 | 0 | 0.982704 | 1.109935 | 1.000224 | 0.963337 | -0.036887 | 1.0000 | -0.0005 | 300.00 | 1.00e-04 | 5:21:39 | 3:21:21 |
| 6200 | 0 | 1.078379 | 1.110451 | 1.026297 | 1.026566 | 0.000269 | 1.0000 | -0.0005 | 300.00 | 1.00e-04 | 5:24:13 | 3:18:42 |
| 6250 | 0 | 0.996140 | 1.108211 | 0.980506 | 0.976900 | -0.003606 | 1.0000 | -0.0005 | 300.00 | 1.00e-04 | 5:26:47 | 3:16:04 |
| 6300 | 0 | 1.082812 | 1.110248 | 1.060500 | 1.025915 | -0.034585 | 1.0000 | -0.0005 | 300.00 | 1.00e-04 | 5:29:21 | 3:13:25 |
| 6350 | 0 | 1.171032 | 1.112208 | 1.049595 | 1.061936 | 0.012340 | 1.0000 | -0.0005 | 300.00 | 1.00e-04 | 5:31:55 | 3:10:47 |
| 6400 | 0 | 0.889549 | 1.103730 | 0.878231 | 0.853112 | -0.025119 | 1.0000 | -0.0005 | 300.00 | 1.00e-04 | 5:34:29 | 3:08:09 |
| 6450 | 0 | 0.898337 | 1.102516 | 0.876209 | 0.896590 | 0.020381 | 1.0000 | -0.0005 | 300.00 | 1.00e-04 | 5:37:03 | 3:05:30 |
| 6500 | 0 | 0.892965 | 1.100625 | 0.841301 | 0.827111 | -0.014190 | 1.0000 | -0.0005 | 300.00 | 1.00e-04 | 5:39:38 | 3:02:52 |
| [00:24:48] [TAM stats @ step 6500] mean=-0.0005 std=0.0182 max=0.3012 min=-0.2021 visits=52000 |
| 6550 | 0 | 1.080734 | 1.098906 | 0.970315 | 1.006694 | 0.036379 | 1.0000 | -0.0006 | 300.00 | 1.00e-04 | 5:42:12 | 3:00:14 |
| 6600 | 0 | 0.910409 | 1.097079 | 0.950584 | 0.927501 | -0.023083 | 1.0000 | -0.0006 | 300.00 | 1.00e-04 | 5:44:46 | 2:57:36 |
| 6650 | 0 | 1.316334 | 1.100955 | 0.993721 | 0.981296 | -0.012425 | 1.0000 | -0.0006 | 300.00 | 1.00e-04 | 5:47:20 | 2:54:58 |
| 6700 | 0 | 0.914859 | 1.099076 | 0.876236 | 0.856329 | -0.019907 | 1.0000 | -0.0006 | 300.00 | 1.00e-04 | 5:49:55 | 2:52:20 |
| 6750 | 0 | 1.062320 | 1.099108 | 0.938694 | 1.000617 | 0.061923 | 1.0000 | -0.0006 | 300.00 | 1.00e-04 | 5:52:28 | 2:49:42 |
| 6800 | 0 | 1.020489 | 1.098375 | 0.875298 | 0.950677 | 0.075379 | 1.0000 | -0.0006 | 300.00 | 1.00e-04 | 5:55:03 | 2:47:05 |
| 6850 | 0 | 1.080279 | 1.095184 | 1.070117 | 0.964616 | -0.105501 | 1.0000 | -0.0006 | 300.00 | 1.00e-04 | 5:57:37 | 2:44:27 |
| 6900 | 0 | 0.914641 | 1.092732 | 1.024842 | 0.909266 | -0.115575 | 1.0000 | -0.0006 | 300.00 | 1.00e-04 | 6:00:11 | 2:41:49 |
| 6950 | 0 | 0.925931 | 1.089884 | 0.850758 | 0.840177 | -0.010581 | 1.0000 | -0.0006 | 300.00 | 1.00e-04 | 6:02:45 | 2:39:11 |
| 7000 | 0 | 0.997634 | 1.088679 | 0.895545 | 0.946183 | 0.050638 | 1.0000 | -0.0007 | 300.00 | 1.00e-04 | 6:05:19 | 2:36:34 |
| [00:50:29] [TAM stats @ step 7000] mean=-0.0007 std=0.0185 max=0.3012 min=-0.2021 visits=56000 |
| [00:50:29] Generating 16 validation images ... |
| [00:51:24] Validation at step 7000: 16 images -> RESULTS/ProGamerGov/run_004/validation/collage_step_0007000.png |
| 7050 | 0 | 0.953986 | 1.085078 | 0.926944 | 0.913945 | -0.012999 | 1.0000 | -0.0007 | 300.00 | 1.00e-04 | 6:08:48 | 2:34:19 |
| 7100 | 0 | 0.858336 | 1.082644 | 0.917407 | 0.880620 | -0.036787 | 1.0000 | -0.0007 | 300.00 | 1.00e-04 | 6:11:22 | 2:31:41 |
| 7150 | 0 | 1.005167 | 1.082292 | 0.949367 | 0.978312 | 0.028945 | 1.0000 | -0.0007 | 300.00 | 1.00e-04 | 6:13:56 | 2:29:03 |
| 7200 | 0 | 1.143301 | 1.084056 | 0.985504 | 0.940771 | -0.044733 | 1.0000 | -0.0007 | 300.00 | 1.00e-04 | 6:16:30 | 2:26:25 |
| 7250 | 0 | 0.850319 | 1.081796 | 0.973168 | 0.902561 | -0.070606 | 1.0000 | -0.0007 | 300.00 | 1.00e-04 | 6:19:04 | 2:23:47 |
| 7300 | 0 | 1.140791 | 1.082487 | 1.091368 | 1.084110 | -0.007258 | 1.0000 | -0.0007 | 300.00 | 1.00e-04 | 6:21:38 | 2:21:09 |
| 7350 | 0 | 1.106469 | 1.081413 | 0.942774 | 1.012382 | 0.069608 | 1.0000 | -0.0007 | 300.00 | 1.00e-04 | 6:24:13 | 2:18:31 |
| 7400 | 0 | 1.184399 | 1.079727 | 1.020232 | 1.027298 | 0.007066 | 1.0000 | -0.0007 | 300.00 | 1.00e-04 | 6:26:47 | 2:15:53 |
| 7450 | 0 | 0.792783 | 1.076553 | 0.933136 | 0.775573 | -0.157564 | 1.0000 | -0.0007 | 300.00 | 1.00e-04 | 6:29:20 | 2:13:16 |
| 7500 | 0 | 0.908144 | 1.074055 | 0.909870 | 0.884002 | -0.025868 | 1.0000 | -0.0007 | 300.00 | 1.00e-04 | 6:31:54 | 2:10:38 |
| [01:17:05] [TAM stats @ step 7500] mean=-0.0007 std=0.0187 max=0.3012 min=-0.2021 visits=60000 |
| 7550 | 0 | 0.975306 | 1.071313 | 0.984419 | 0.945616 | -0.038803 | 1.0000 | -0.0008 | 300.00 | 1.00e-04 | 6:34:28 | 2:08:00 |
| 7600 | 0 | 0.815669 | 1.069350 | 0.858608 | 0.794645 | -0.063963 | 1.0000 | -0.0008 | 300.00 | 1.00e-04 | 6:37:02 | 2:05:22 |
| 7650 | 0 | 0.952039 | 1.066939 | 0.987165 | 0.902999 | -0.084167 | 1.0000 | -0.0008 | 300.00 | 1.00e-04 | 6:39:36 | 2:02:45 |
| 7700 | 0 | 0.941713 | 1.066176 | 0.978841 | 0.972951 | -0.005890 | 1.0000 | -0.0008 | 300.00 | 1.00e-04 | 6:42:09 | 2:00:07 |
| 7750 | 0 | 0.961871 | 1.064124 | 0.972799 | 0.913290 | -0.059509 | 1.0000 | -0.0008 | 300.00 | 1.00e-04 | 6:44:43 | 1:57:30 |
| 7800 | 0 | 1.203262 | 1.065897 | 1.102811 | 1.071817 | -0.030994 | 1.0000 | -0.0008 | 300.00 | 1.00e-04 | 6:47:16 | 1:54:52 |
| 7850 | 0 | 0.946672 | 1.064828 | 0.958434 | 0.936996 | -0.021438 | 1.0000 | -0.0008 | 300.00 | 1.00e-04 | 6:49:50 | 1:52:15 |
| 7900 | 0 | 0.962922 | 1.061083 | 0.945655 | 0.933234 | -0.012421 | 1.0000 | -0.0008 | 300.00 | 1.00e-04 | 6:52:24 | 1:49:37 |
| 7950 | 0 | 1.028974 | 1.059640 | 1.087365 | 1.035520 | -0.051844 | 1.0000 | -0.0008 | 300.00 | 1.00e-04 | 6:54:58 | 1:47:00 |
| 8000 | 0 | 0.849842 | 1.058224 | 0.885289 | 0.854181 | -0.031108 | 1.0000 | -0.0008 | 300.00 | 1.00e-04 | 6:57:32 | 1:44:23 |
| [01:42:42] [TAM stats @ step 8000] mean=-0.0008 std=0.0190 max=0.3012 min=-0.2021 visits=64000 |
| [01:43:01] Saved checkpoint -> RESULTS/ProGamerGov/run_004/checkpoint-8000 |
| [01:43:04] Removed old checkpoint: checkpoint-4000 |
| [01:43:04] Generating 16 validation images ... |
| [01:43:57] Validation at step 8000: 16 images -> RESULTS/ProGamerGov/run_004/validation/collage_step_0008000.png |
| 8050 | 0 | 0.864183 | 1.056318 | 0.893143 | 0.844590 | -0.048553 | 1.0000 | -0.0008 | 300.00 | 1.00e-04 | 7:01:21 | 1:42:04 |
| 8100 | 0 | 0.914667 | 1.055332 | 0.889797 | 0.912624 | 0.022827 | 1.0000 | -0.0009 | 300.00 | 1.00e-04 | 7:03:55 | 1:39:26 |
| 8150 | 0 | 0.871580 | 1.053744 | 0.951014 | 0.909986 | -0.041028 | 1.0000 | -0.0009 | 300.00 | 1.00e-04 | 7:06:28 | 1:36:48 |
| 8200 | 0 | 0.853095 | 1.050428 | 1.025842 | 0.913704 | -0.112138 | 1.0000 | -0.0009 | 300.00 | 1.00e-04 | 7:09:02 | 1:34:10 |
| 8250 | 0 | 0.881109 | 1.048533 | 0.914507 | 0.886458 | -0.028049 | 1.0000 | -0.0009 | 300.00 | 1.00e-04 | 7:11:36 | 1:31:33 |
| 8300 | 0 | 1.058456 | 1.040695 | 0.988970 | 0.968273 | -0.020697 | 1.0000 | -0.0009 | 300.00 | 1.00e-04 | 7:14:10 | 1:28:55 |
| 8350 | 0 | 0.813007 | 1.035327 | 0.851426 | 0.778988 | -0.072439 | 1.0000 | -0.0009 | 300.00 | 1.00e-04 | 7:16:44 | 1:26:18 |
| 8400 | 0 | 0.925267 | 1.032903 | 0.944294 | 0.926835 | -0.017459 | 1.0000 | -0.0009 | 300.00 | 1.00e-04 | 7:19:18 | 1:23:40 |
| 8450 | 0 | 0.865951 | 1.032510 | 0.896662 | 0.812893 | -0.083769 | 1.0000 | -0.0009 | 300.00 | 1.00e-04 | 7:21:52 | 1:21:03 |
| 8500 | 0 | 0.911336 | 1.031294 | 0.842785 | 0.842084 | -0.000701 | 1.0000 | -0.0009 | 300.00 | 1.00e-04 | 7:24:26 | 1:18:25 |
| [02:09:36] [TAM stats @ step 8500] mean=-0.0009 std=0.0192 max=0.3012 min=-0.2021 visits=68000 |
| 8550 | 0 | 1.046813 | 1.030469 | 0.988886 | 0.975836 | -0.013050 | 1.0000 | -0.0009 | 300.00 | 1.00e-04 | 7:27:00 | 1:15:48 |
| 8600 | 0 | 1.063433 | 1.027224 | 0.981801 | 1.015038 | 0.033236 | 1.0000 | -0.0009 | 300.00 | 1.00e-04 | 7:29:34 | 1:13:11 |
| 8650 | 0 | 0.971538 | 1.025240 | 0.970525 | 0.967336 | -0.003189 | 1.0000 | -0.0009 | 300.00 | 1.00e-04 | 7:32:08 | 1:10:33 |
| 8700 | 0 | 0.911064 | 1.019403 | 1.013369 | 0.974559 | -0.038810 | 1.0000 | -0.0009 | 300.00 | 1.00e-04 | 7:34:41 | 1:07:56 |
| 8750 | 0 | 1.291474 | 1.020601 | 1.108170 | 1.175898 | 0.067728 | 1.0000 | -0.0010 | 300.00 | 1.00e-04 | 7:37:16 | 1:05:19 |
| 8800 | 0 | 1.066215 | 1.020963 | 1.063767 | 1.037819 | -0.025948 | 1.0000 | -0.0010 | 300.00 | 1.00e-04 | 7:39:51 | 1:02:42 |
| 8850 | 0 | 1.156842 | 1.020118 | 0.934006 | 0.963926 | 0.029920 | 1.0000 | -0.0010 | 300.00 | 1.00e-04 | 7:42:25 | 1:00:05 |
| 8900 | 0 | 0.826083 | 1.018512 | 1.036430 | 0.846443 | -0.189988 | 1.0000 | -0.0010 | 300.00 | 1.00e-04 | 7:45:00 | 0:57:28 |
| 8950 | 0 | 1.138510 | 1.018788 | 1.065467 | 1.086522 | 0.021055 | 1.0000 | -0.0010 | 300.00 | 1.00e-04 | 7:47:34 | 0:54:51 |
| 9000 | 0 | 1.160521 | 1.019911 | 1.114145 | 1.105253 | -0.008892 | 1.0000 | -0.0010 | 300.00 | 1.00e-04 | 7:50:09 | 0:52:14 |
| [02:35:19] [TAM stats @ step 9000] mean=-0.0010 std=0.0197 max=0.3012 min=-0.2021 visits=72000 |
| [02:35:19] Generating 16 validation images ... |
| [02:36:13] Validation at step 9000: 16 images -> RESULTS/ProGamerGov/run_004/validation/collage_step_0009000.png |
| 9050 | 0 | 1.068956 | 1.017759 | 1.038695 | 0.914777 | -0.123918 | 1.0000 | -0.0010 | 300.00 | 1.00e-04 | 7:53:37 | 0:49:43 |
| 9100 | 0 | 1.014394 | 1.016278 | 0.881010 | 0.972035 | 0.091025 | 1.0000 | -0.0010 | 300.00 | 1.00e-04 | 7:56:12 | 0:47:05 |
| 9150 | 0 | 1.101544 | 1.015454 | 1.088291 | 1.022196 | -0.066095 | 1.0000 | -0.0010 | 300.00 | 1.00e-04 | 7:58:46 | 0:44:28 |
| 9200 | 0 | 0.889318 | 1.014459 | 0.942194 | 0.874533 | -0.067661 | 1.0000 | -0.0010 | 300.00 | 1.00e-04 | 8:01:20 | 0:41:51 |
| 9250 | 0 | 0.922980 | 1.013681 | 1.008694 | 0.917469 | -0.091225 | 1.0000 | -0.0010 | 300.00 | 1.00e-04 | 8:03:54 | 0:39:14 |
| 9300 | 0 | 1.041530 | 1.013933 | 1.042479 | 1.002532 | -0.039947 | 1.0000 | -0.0010 | 300.00 | 1.00e-04 | 8:06:29 | 0:36:37 |
| 9350 | 0 | 1.179912 | 1.014742 | 0.984929 | 1.061824 | 0.076895 | 1.0000 | -0.0011 | 300.00 | 1.00e-04 | 8:09:03 | 0:33:59 |
| 9400 | 0 | 1.158814 | 1.015697 | 0.908457 | 0.992917 | 0.084460 | 1.0000 | -0.0011 | 300.00 | 1.00e-04 | 8:11:38 | 0:31:22 |
| 9450 | 0 | 1.142191 | 1.016810 | 0.881454 | 1.032851 | 0.151397 | 1.0000 | -0.0011 | 300.00 | 1.00e-04 | 8:14:12 | 0:28:45 |
| 9500 | 0 | 1.139521 | 1.017263 | 1.048766 | 1.029471 | -0.019295 | 1.0000 | -0.0011 | 300.00 | 1.00e-04 | 8:16:47 | 0:26:08 |
| [03:01:57] [TAM stats @ step 9500] mean=-0.0011 std=0.0206 max=0.3012 min=-0.2192 visits=76000 |
| 9550 | 0 | 1.193485 | 1.018252 | 1.027035 | 1.125128 | 0.098093 | 1.0000 | -0.0011 | 300.00 | 1.00e-04 | 8:19:21 | 0:23:31 |
| 9600 | 0 | 1.103651 | 1.017383 | 1.011700 | 0.956655 | -0.055045 | 1.0000 | -0.0011 | 300.00 | 1.00e-04 | 8:21:55 | 0:20:54 |
| 9650 | 0 | 1.184349 | 1.019905 | 0.810409 | 0.923814 | 0.113405 | 1.0000 | -0.0011 | 300.00 | 1.00e-04 | 8:24:30 | 0:18:17 |
| 9700 | 0 | 1.006713 | 1.018283 | 1.017426 | 0.955118 | -0.062308 | 1.0000 | -0.0011 | 300.00 | 1.00e-04 | 8:27:04 | 0:15:40 |
| 9750 | 0 | 1.085927 | 1.018651 | 1.106487 | 0.992003 | -0.114484 | 1.0000 | -0.0012 | 300.00 | 1.00e-04 | 8:29:38 | 0:13:04 |
| 9800 | 0 | 0.905777 | 1.016584 | 1.018568 | 0.897553 | -0.121015 | 1.0000 | -0.0012 | 300.00 | 1.00e-04 | 8:32:13 | 0:10:27 |
| 9850 | 0 | 0.795187 | 1.013559 | 1.032786 | 0.841280 | -0.191506 | 1.0000 | -0.0012 | 300.00 | 1.00e-04 | 8:34:48 | 0:07:50 |
| 9900 | 0 | 1.093035 | 1.014073 | 1.006533 | 0.931401 | -0.075131 | 1.0000 | -0.0012 | 300.00 | 1.00e-04 | 8:37:22 | 0:05:13 |
| 9950 | 0 | 0.964853 | 1.011027 | 1.055527 | 0.940359 | -0.115168 | 1.0000 | -0.0012 | 300.00 | 1.00e-04 | 8:39:57 | 0:02:36 |
| 10000 | 0 | 0.886852 | 1.010023 | 0.937730 | 0.837071 | -0.100659 | 1.0000 | -0.0012 | 300.00 | 1.00e-04 | 8:42:32 | 0:00:00 |
| [03:27:42] [TAM stats @ step 10000] mean=-0.0012 std=0.0214 max=0.3012 min=-0.2192 visits=80000 |
| [03:28:05] Saved checkpoint -> RESULTS/ProGamerGov/run_004/checkpoint-10000 |
| [03:28:08] Removed old checkpoint: checkpoint-6000 |
| [03:28:08] Generating 16 validation images ... |
| [03:29:01] Validation at step 10000: 16 images -> RESULTS/ProGamerGov/run_004/validation/collage_step_0010000.png |
| [03:29:01] --- Epoch 0 complete | Steps: 10000 | Avg Loss: 1.070003 --- |
| [03:29:01] Saving final model ... |
| [03:29:17] Pipeline saved -> RESULTS/ProGamerGov/run_004 |
| [03:29:17] TAM scores saved -> RESULTS/ProGamerGov/run_004/tam_final.pt |
| [03:29:17] Final TAM stats: {'mean_score': -0.0012280810624361038, 'std_score': 0.021360956132411957, 'max_score': 0.3012397289276123, 'min_score': -0.21922336518764496, 'total_visits': 80000} |
| [03:29:17] Generating final validation collage ... |
| [03:29:17] Generating 16 validation images ... |
| [03:30:10] Validation at step 10000: 16 images -> RESULTS/ProGamerGov/run_004/validation/collage_step_0010000.png |
| [03:30:11] |
| [03:30:11] ============================================================ |
| [03:30:11] TRAINING SUMMARY |
| [03:30:11] ============================================================ |
| [03:30:11] Total steps : 200 |
| [03:30:11] Final loss : 0.886852 |
| [03:30:11] Avg last 100 : 1.010023 |
| [03:30:11] Min loss : 0.792783 |
| [03:30:11] Total time : 8:45:00 |
| [03:30:11] Output : RESULTS/ProGamerGov/run_004 |
| [03:30:11] ============================================================ |
|
|
