AlphaZero-Style Self-Play Training Metrics (177 Iterations)

iteration loss_policy_train loss_value_train loss_policy_val loss_value_val gradient_steps game_length_avg game_length_stddev game_length_min game_length_max game_wins game_losses game_draws policy_entropy_avg policy_max_prob_avg policy_entropy_high_branch_avg policy_max_prob_high_branch_avg policy_agreement_avg policy_agreement_high_branch_avg value_z_avg value_q_avg value_z_stddev value_q_stddev value_correction_avg value_correction_high_branch_avg value_q_spread_avg value_q_spread_high_branch_avg value_error_early_avg value_error_late_avg value_network_stddev bench_wins bench_losses bench_draws lr q_weight mcts_sims replay_samples samples_iter time_selfplay_secs time_train_secs time_bench_secs
1 1 2.407992 0.20431 2.360713 0.181675 186 345.903333 76.716452 117 412 140 147 13 1.314963 0.485351 1.94498 0.307379 0.176177 0.147149 0.047306 0.763073 0.066449 0.064318 0.044324 0.701056 0.715754 0.03159 0 0 0 0.0005 0.01 400 78512 78512 121.499536 67.672544 0.0
2 2 1.82506 0.166375 1.863938 0.16579 618 351.956667 94.780807 102 484 122 168 10 0.790212 0.692195 1.087475 0.635492 0.458425 0.072638 0.07329 0.794482 0.65003 0.077136 0.038399 0.55893 0.37995 0.661505 0 0 0 0.0005 0.02 426 262479 183967 270.289012 183.823189 0.0
3 3 1.644731 0.172948 1.715597 0.206918 999 277.036667 102.316805 80 482 150 144 6 0.67015 0.741367 0.921592 0.687925 0.467737 0.110777 0.085895 0.902588 0.706156 0.116371 0.068154 0.627242 0.393009 0.72974 0 0 0 0.0005 0.03 452 425004 162525 252.1125 296.036711 0.0
4 4 1.582308 0.170746 1.646063 0.17154 1191 212.936667 72.154829 84 426 151 147 2 0.750256 0.713533 1.142597 0.595025 0.311209 0.067831 0.167423 0.969897 0.612455 0.219683 0.144537 0.839175 0.566981 0.617548 0 0 0 0.0005 0.04 478 506994 81990 139.749808 352.94781 0.0
5 5 1.539906 0.15205 1.632733 0.159638 1419 215.606667 76.454029 81 438 157 139 4 0.702097 0.735178 1.055904 0.632314 0.380737 0.086472 0.145343 0.968282 0.670312 0.150867 0.087086 0.799638 0.512332 0.678613 0 0 0 0.0005 0.05 504 604581 97587 175.54236 420.692839 0.0
6 6 1.507297 0.131911 1.551103 0.121757 1620 198.126667 64.505224 70 434 155 145 0 0.751824 0.71669 1.138837 0.60608 0.361705 0.084483 0.148725 0.978515 0.716511 0.154507 0.095547 0.722266 0.422712 0.739829 0 0 0 0.0005 0.06 530 691030 86449 156.954994 479.886765 0.0
7 7 1.480466 0.11357 1.541228 0.124165 1857 208.216667 70.628628 93 458 134 165 1 0.701775 0.736917 1.074006 0.633138 0.404079 0.104553 0.114373 0.96429 0.7404 0.157397 0.096227 0.729988 0.404477 0.775139 0 0 0 0.0005 0.07 556 791582 100552 203.685917 550.002022 0.0
8 8 1.462151 0.094938 1.540773 0.091184 2112 213.253333 73.210126 85 482 148 151 1 0.616802 0.767704 0.967106 0.66954 0.437802 0.086453 0.05579 0.966329 0.75334 0.172627 0.101938 0.722655 0.36329 0.80257 0 0 0 0.0005 0.08 582 900364 108782 230.743162 626.196597 0.0
9 9 1.463118 0.170173 1.524992 0.162274 57 193.966667 64.059859 96 444 133 166 1 0.667878 0.750754 1.040098 0.647249 0.435774 0.077558 0.076283 0.983551 0.779841 0.163994 0.099255 0.670616 0.363966 0.819887 0 0 0 0.0005 0.09 608 96534 96534 207.611614 76.730998 0.0
10 10 1.44892 0.132393 1.505293 0.123528 117 181.763333 66.689784 84 462 144 155 1 0.592014 0.776632 0.941136 0.679547 0.452339 0.064768 0.058417 0.976216 0.769504 0.162214 0.102351 0.735053 0.424305 0.814853 0 0 0 0.0005 0.1 634 197224 100690 232.482844 135.387638 0.0
11 11 1.417094 0.11607 1.488111 0.11986 171 176.816667 51.234914 79 428 141 158 1 0.640494 0.759457 1.026294 0.649403 0.44316 0.086389 0.073781 0.992172 0.778276 0.171837 0.109503 0.745071 0.379566 0.827926 0 0 0 0.0005 0.11 660 288972 91748 199.062656 198.965829 0.0
12 12 1.40421 0.102969 1.482327 0.130042 222 167.816667 51.082055 87 454 144 155 1 0.622973 0.766591 0.965944 0.670829 0.438075 0.085642 0.062645 0.986126 0.770032 0.176492 0.112823 0.756706 0.408543 0.819057 0 0 0 0.0005 0.12 686 378023 89051 204.364297 259.485727 0.0
13 13 1.388012 0.109542 1.481974 0.12043 270 173.986667 51.378334 84 450 157 142 1 0.687521 0.743335 1.052557 0.637123 0.400263 0.108933 0.134833 0.982891 0.7455 0.204704 0.126514 0.724844 0.430122 0.786497 0 0 0 0.0005 0.13 712 455722 77699 201.320067 313.796478 0.0
14 14 1.364462 0.092952 1.454948 0.097873 315 168.61 52.259014 83 434 141 157 2 0.663837 0.751615 1.002019 0.654931 0.408552 0.091132 0.148626 0.984811 0.734644 0.202724 0.126143 0.781276 0.459143 0.776628 0 0 0 0.0005 0.14 738 534838 79116 191.157177 366.878952 0.0
15 15 1.337836 0.092199 1.437554 0.096812 360 169.423333 53.968918 78 450 157 143 0 0.656401 0.752929 0.983647 0.660661 0.41383 0.08956 0.110519 0.991501 0.756486 0.187203 0.114871 0.785756 0.436912 0.801701 0 0 0 0.0005 0.15 764 614349 79511 214.01048 421.371255 0.0
16 16 1.310459 0.091747 1.423533 0.087746 411 173.656667 54.519955 83 468 168 131 1 0.638624 0.759601 0.981285 0.662887 0.430236 0.084393 0.106311 0.983002 0.758783 0.185784 0.112076 0.749265 0.46745 0.80595 0 0 0 0.0005 0.16 790 700274 85925 232.327356 479.923254 0.0
17 17 1.286999 0.086561 1.41554 0.101455 459 164.363333 42.653855 75 294 149 151 0 0.588605 0.779407 0.924123 0.681955 0.43477 0.096031 0.085621 0.995378 0.744908 0.1925 0.119905 0.796478 0.425159 0.80036 0 0 0 0.0005 0.17 816 781310 81036 205.129218 536.337998 0.0
18 18 1.272646 0.081012 1.404538 0.085419 510 168.093333 52.973685 80 448 134 165 1 0.573125 0.785469 0.879483 0.700039 0.436868 0.083669 0.061315 0.986707 0.751189 0.189503 0.117598 0.77472 0.422619 0.808348 0 0 0 0.0005 0.18 842 870250 88940 249.319245 596.277074 0.0
19 19 1.25391 0.079185 1.387003 0.081274 558 158.44 51.38949 63 456 155 145 0 0.58085 0.78248 0.895219 0.692719 0.44574 0.086375 0.0712 0.98796 0.750711 0.187893 0.116968 0.759502 0.394116 0.805469 0 0 0 0.0005 0.19 868 951784 81534 233.226101 651.836553 0.0
20 20 1.635647 0.345896 1.593549 0.250605 26 158.518 47.653139 81 450 254 246 0 0.6005 0.775025 0.909287 0.688188 0.429732 0.092849 0.081633 0.992904 0.747818 0.181044 0.11286 0.788588 0.418301 0.797192 0 0 0 0.0005 0.2 894 132592 132592 377.541322 42.050971 0.0
21 21 1.55624 0.272088 1.534002 0.226235 52 155.618 44.457171 72 448 241 257 2 0.577885 0.784217 0.866142 0.70039 0.416983 0.085716 0.085451 0.986349 0.668385 0.133429 0.081516 0.811471 0.434772 0.694419 0 0 0 0.0005 0.21 920 262818 130226 375.706143 60.397679 0.0
22 22 1.516689 0.23125 1.513051 0.194863 79 156.068 46.935992 70 458 269 231 0 0.583886 0.781094 0.844942 0.711643 0.434256 0.10547 0.090314 0.989173 0.703908 0.124203 0.076655 0.75462 0.391275 0.725105 0 0 0 0.0005 0.22 946 403355 140537 392.274013 92.770921 0.0
23 23 1.492431 0.203033 1.497127 0.175039 108 155.426 59.069794 67 472 257 243 0 0.535536 0.799164 0.812534 0.72207 0.458156 0.088717 0.070105 0.974474 0.700028 0.140025 0.084903 0.742061 0.417717 0.73293 0 0 0 0.0005 0.23 972 548524 145169 465.111248 125.810833 0.0
24 24 1.479463 0.183633 1.484884 0.158837 133 149.096 48.087408 72 476 260 239 1 0.56872 0.787651 0.862148 0.704561 0.444825 0.100412 0.075662 0.984681 0.713049 0.141701 0.086066 0.765747 0.402119 0.745755 0 0 0 0.000499 0.24 998 680650 132126 433.39505 156.424696 0.0
25 25 1.467135 0.166041 1.468577 0.150338 158 143.742 42.414472 65 440 268 230 2 0.600219 0.77575 0.877914 0.699172 0.440465 0.115806 0.11227 0.982272 0.705627 0.133342 0.081914 0.754629 0.38087 0.728834 0 0 0 0.000499 0.25 1024 806533 125883 397.250461 185.217505 0.0
26 26 1.455291 0.160098 1.464196 0.146918 182 146.654 38.670328 71 329 259 241 0 0.598359 0.776127 0.895271 0.691749 0.436944 0.08744 0.110627 0.99617 0.708739 0.14312 0.087798 0.824014 0.450345 0.732909 0 0 0 0.000499 0.26 1050 927965 121432 366.948029 213.299359 0.0
27 27 1.449591 0.149152 1.449721 0.140612 207 137.96 37.518134 65 330 246 254 0 0.523905 0.804521 0.79572 0.727769 0.466838 0.080063 0.063046 0.99679 0.701501 0.139584 0.088055 0.795345 0.396188 0.733688 0 0 0 0.000499 0.27 1076 1057676 129711 410.027446 242.73307 0.0
28 28 1.438782 0.141813 1.45783 0.129802 231 144.854 38.936316 75 332 251 249 0 0.5758 0.785609 0.876261 0.698476 0.444752 0.086718 0.087272 0.996233 0.703593 0.148153 0.090451 0.791524 0.395437 0.730862 0 0 0 0.000499 0.28 1102 1178793 121117 378.036744 270.558211 0.0
29 29 1.433784 0.133265 1.442865 0.121089 257 145.056 39.886048 75 375 250 250 0 0.584125 0.779132 0.84563 0.710208 0.451232 0.121855 0.10753 0.992548 0.730062 0.12869 0.081277 0.73941 0.358599 0.759378 0 0 0 0.000499 0.29 1128 1312764 133971 448.844671 301.309427 0.0
30 30 1.424715 0.120485 1.426066 0.109924 281 142.248 38.539622 72 456 243 257 0 0.597834 0.777374 0.901512 0.691854 0.457732 0.118416 0.107999 0.989923 0.725657 0.13122 0.080508 0.707534 0.327265 0.750566 0 0 0 0.000499 0.3 1154 1438250 125486 450.508371 330.021582 0.0
31 31 1.416119 0.115314 1.424774 0.106615 305 142.062 40.389481 70 460 253 247 0 0.580568 0.78403 0.873009 0.70064 0.463206 0.109231 0.112256 0.987491 0.711374 0.135169 0.082323 0.765994 0.37116 0.73785 0 0 0 0.000499 0.31 1180 1561109 122859 437.292205 357.972519 0.0
32 32 1.40741 0.109786 1.420908 0.102778 330 141.234 34.877088 70 440 279 221 0 0.598987 0.77555 0.886448 0.697542 0.463733 0.127788 0.125232 0.989487 0.730108 0.129943 0.080022 0.709594 0.3578 0.754691 0 0 0 0.000499 0.32 1206 1686058 124949 432.305346 386.141428 0.0
33 33 1.402115 0.105741 1.41019 0.10433 353 135.132 33.641144 72 309 248 252 0 0.588448 0.779436 0.862214 0.704234 0.456191 0.130589 0.115615 0.991437 0.722655 0.12489 0.07923 0.762296 0.383171 0.747584 0 0 0 0.000499 0.33 1232 1807071 121013 425.701731 413.916634 0.0
34 34 1.395507 0.101224 1.407022 0.096257 377 138.784 37.037729 74 440 260 239 1 0.6225 0.768376 0.92883 0.681511 0.452697 0.123334 0.135222 0.987301 0.72426 0.129967 0.079477 0.731552 0.360514 0.74436 0 0 0 0.000499 0.34 1258 1925870 118799 461.969428 441.605961 0.0
35 35 1.389048 0.097046 1.404308 0.091622 399 136.612 35.35717 73 298 276 224 0 0.590707 0.779545 0.87511 0.699566 0.451224 0.125762 0.13098 0.99206 0.708763 0.133565 0.081337 0.757648 0.382605 0.732219 0 0 0 0.000499 0.35 1284 2040157 114287 424.15786 467.508738 0.0
36 36 1.382245 0.093552 1.389348 0.087264 421 130.542 30.995229 70 287 259 241 0 0.586051 0.783001 0.875933 0.700615 0.469231 0.140842 0.14755 0.990032 0.716348 0.121767 0.077096 0.740219 0.362134 0.740623 0 0 0 0.000499 0.36 1310 2154704 114547 433.191501 493.381372 0.0
37 37 1.374056 0.090479 1.383406 0.085172 445 135.946 36.490753 74 408 249 250 1 0.605865 0.773457 0.890263 0.695265 0.45975 0.139051 0.146275 0.986173 0.717547 0.123241 0.077042 0.722175 0.356686 0.738777 0 0 0 0.000499 0.37 1336 2274293 119589 495.962428 519.828066 0.0
38 38 1.369268 0.087104 1.385413 0.085036 468 135.168 32.300771 64 269 276 224 0 0.613469 0.77052 0.895294 0.69344 0.463305 0.153456 0.143658 0.988155 0.73219 0.118592 0.073765 0.710683 0.352435 0.753074 0 0 0 0.000499 0.38 1362 2392144 117851 449.776731 547.348073 0.0
39 39 1.365429 0.084522 1.384179 0.080782 491 135.916 35.186659 69 289 250 250 0 0.600579 0.773522 0.86318 0.70383 0.457518 0.137555 0.140415 0.990494 0.721086 0.123793 0.07558 0.73139 0.370693 0.742502 0 0 0 0.000499 0.39 1388 2511711 119567 493.956468 573.96753 0.0
40 40 1.359174 0.082675 1.419101 0.081544 516 136.146 37.638181 61 468 251 249 0 0.570385 0.787091 0.851999 0.708933 0.481598 0.120965 0.119263 0.989179 0.732243 0.113031 0.07145 0.731038 0.349329 0.753185 0 0 0 0.000498 0.4 1414 2637380 125669 589.497536 602.62573 0.0
41 41 1.355472 0.080755 1.366543 0.077799 540 137.104 44.487315 72 472 266 231 3 0.567181 0.787249 0.831141 0.71472 0.461986 0.102199 0.117119 0.979497 0.707141 0.122474 0.075177 0.738513 0.384665 0.728616 0 0 0 0.000498 0.41 1440 2761295 123915 557.427605 630.898201 0.0
42 42 1.350257 0.079082 1.370358 0.077349 563 130.656 34.155785 69 446 252 248 0 0.583279 0.783145 0.865072 0.703964 0.474576 0.122687 0.126228 0.989221 0.722216 0.110764 0.069598 0.73178 0.349927 0.739821 0 0 0 0.000498 0.42 1466 2877738 116443 498.832649 658.036186 0.0
43 43 1.345581 0.076946 1.361307 0.0741 585 126.99 30.040271 66 356 271 229 0 0.561987 0.789689 0.850113 0.707985 0.468453 0.123663 0.1095 0.992324 0.719087 0.11322 0.071324 0.723373 0.346336 0.740545 0 0 0 0.000498 0.43 1492 2992979 115241 508.026992 683.502118 0.0
44 44 1.340379 0.074895 1.351114 0.072543 607 126.574 32.168937 56 329 269 231 0 0.561237 0.790812 0.827994 0.716544 0.469222 0.125492 0.118993 0.992095 0.709313 0.113853 0.072183 0.738683 0.346141 0.727956 0 0 0 0.000498 0.44 1518 3106341 113362 470.40778 709.555652 0.0
45 45 1.337022 0.073621 1.348928 0.080853 630 127.096 35.480005 58 424 256 243 1 0.538079 0.798386 0.799783 0.7244 0.469758 0.106475 0.101663 0.990462 0.700774 0.114908 0.074222 0.778864 0.374268 0.723075 0 0 0 0.000498 0.45 1544 3222190 115849 545.443484 735.718058 0.0
46 46 1.333747 0.072344 1.34512 0.072535 653 120.612 26.850502 58 214 262 238 0 0.497274 0.81394 0.742504 0.744389 0.502042 0.11585 0.091239 0.993267 0.721473 0.105089 0.069692 0.737892 0.345833 0.743207 0 0 0 0.000498 0.46 1570 3340973 118783 520.953669 763.080214 0.0
47 47 1.329386 0.071233 1.343563 0.070125 676 125.844 33.370341 68 450 254 245 1 0.518304 0.805832 0.770566 0.734606 0.48399 0.116998 0.101534 0.987839 0.710857 0.107984 0.070642 0.765463 0.360075 0.731436 0 0 0 0.000498 0.47 1596 3460368 119395 593.072995 789.955396 0.0
48 48 1.417927 0.041017 1.39409 0.034073 22 126.474 31.189763 67 360 281 219 0 0.563907 0.790047 0.855867 0.705495 0.482078 0.139553 0.139521 0.990215 0.726657 0.10413 0.064004 0.709774 0.314083 0.741422 0 0 0 0.000498 0.8 2437 109113 109113 724.629463 35.931675 0.0
49 49 1.345396 0.029261 1.330821 0.027969 42 117.076 25.347549 59 258 256 244 0 0.535568 0.801546 0.808536 0.719903 0.485718 0.168965 0.147511 0.985622 0.677682 0.081421 0.051564 0.72988 0.335455 0.686715 0 0 0 0.000498 0.816667 2480 213371 104258 705.591564 48.274945 0.0
50 50 1.287963 0.025475 1.2919 0.025217 63 116.926 27.187213 60 231 249 251 0 0.511622 0.810156 0.779749 0.72872 0.509976 0.14422 0.136344 0.989546 0.674869 0.075818 0.048664 0.757046 0.336523 0.680968 0 0 0 0.000498 0.833333 2523 318225 104854 698.035852 71.476189 0.0
51 51 1.249573 0.022418 1.261851 0.025329 85 113.54 30.021666 67 458 268 231 1 0.499741 0.815599 0.767092 0.73428 0.538795 0.154681 0.135768 0.981614 0.684229 0.067932 0.045142 0.725825 0.33173 0.689951 0 0 0 0.000498 0.85 2567 430236 112011 924.468621 96.794872 0.0
52 52 1.239862 0.020708 1.238892 0.020689 105 106.894 23.381761 60 205 265 235 0 0.460949 0.82778 0.703409 0.754329 0.531776 0.136055 0.108569 0.990701 0.689815 0.070366 0.049862 0.756905 0.310545 0.69899 0 0 0 0.000497 0.866667 2610 536384 106148 750.021562 119.997831 0.0
53 53 1.216658 0.018959 1.227611 0.018838 125 107.624 27.247433 57 375 282 218 0 0.488484 0.818383 0.72863 0.746468 0.526877 0.145199 0.122105 0.989402 0.668965 0.065449 0.045646 0.768092 0.325176 0.675583 0 0 0 0.000497 0.883333 2653 638499 102115 744.689697 142.778015 0.0
54 54 1.195814 0.017443 1.193627 0.017818 145 110.556 25.541943 59 273 278 222 0 0.558829 0.791464 0.815475 0.717153 0.522584 0.183324 0.170542 0.983053 0.69147 0.061695 0.040734 0.711452 0.325596 0.694769 0 0 0 0.000497 0.9 2697 739168 100669 761.912655 165.20179 0.0
55 55 1.181853 0.016167 1.187253 0.01723 165 109.55 27.683777 66 462 269 231 0 0.521735 0.805673 0.763296 0.734004 0.542278 0.174444 0.153388 0.98022 0.694784 0.057881 0.039145 0.703334 0.296949 0.699394 0 0 0 0.000497 0.916667 2740 842591 103423 864.908269 187.669418 0.0
56 56 1.164838 0.015336 1.174144 0.016499 184 111.584 25.774618 56 220 260 240 0 0.529227 0.804215 0.796142 0.721893 0.545674 0.182881 0.164911 0.983135 0.6623 0.061193 0.038969 0.740541 0.313189 0.660981 0 0 0 0.000497 0.933333 2783 940611 98020 737.997734 210.343584 0.0
57 57 1.150243 0.014417 1.165659 0.01481 203 111.512 24.705098 59 210 270 230 0 0.552733 0.795296 0.812431 0.716727 0.538387 0.180791 0.183029 0.983521 0.670567 0.061576 0.03876 0.752274 0.344074 0.668545 0 0 0 0.000497 0.95 2827 1038171 97560 748.838256 232.822019 0.0
58 58 1.132961 0.012485 1.13431 0.011784 202 105.29 23.849149 54 215 255 245 0 0.454469 0.829633 0.677598 0.761883 0.549192 0.132371 0.109861 0.9912 0.658344 0.062526 0.043956 0.79858 0.354428 0.663974 0 0 0 0.000497 0.966667 2870 1030742 101684 783.361666 231.222781 0.0
59 59 1.118882 0.011485 1.13125 0.011226 202 109.772 32.213289 60 452 262 236 2 0.47546 0.821389 0.694657 0.754939 0.562122 0.1604 0.139924 0.976591 0.662826 0.05635 0.038462 0.756108 0.332351 0.665729 0 0 0 0.000497 0.983333 2913 1034215 107731 951.6592 231.449136 0.0
60 60 1.106358 0.010823 1.125652 0.011466 201 107.118 23.363563 58 224 285 215 0 0.512392 0.808068 0.748659 0.737158 0.569741 0.186862 0.16779 0.982386 0.672253 0.049562 0.034089 0.742082 0.29443 0.674327 0 0 0 0.000497 1.0 2957 1028857 99496 775.384502 230.930683 0.0
61 61 1.090359 0.010652 1.102122 0.009972 200 111.464 25.377957 55 199 280 220 0 0.496226 0.815028 0.751153 0.736458 0.56797 0.170696 0.154498 0.985324 0.654892 0.056282 0.037548 0.757754 0.339189 0.656554 0 0 0 0.000496 1.0 3000 1020885 104039 827.764367 229.174824 0.0
62 62 1.071331 0.009812 1.080383 0.00989 199 106.95 21.939633 59 202 265 235 0 0.524397 0.804337 0.765595 0.731618 0.575487 0.185444 0.168536 0.982655 0.67899 0.048331 0.033053 0.720207 0.263602 0.680398 0 0 0 0.000496 1.0 3000 1016854 102117 814.277704 228.168249 0.0
63 63 1.056726 0.009427 1.073534 0.009874 198 107.416 25.155416 55 277 284 216 0 0.504803 0.811518 0.747197 0.737013 0.568766 0.177427 0.166104 0.984134 0.660361 0.052602 0.034721 0.751633 0.310085 0.660721 0 0 0 0.000496 1.0 3000 1010942 96203 777.514732 226.755145 0.0
64 64 1.048425 0.00913 1.051124 0.009945 199 108.988 22.918723 59 225 286 214 0 0.483193 0.817827 0.687505 0.757601 0.575568 0.175175 0.164564 0.984537 0.663841 0.051675 0.035765 0.763056 0.332146 0.668579 0 0 0 0.000496 1.0 3000 1018599 108326 871.85001 228.695125 0.0
65 65 1.02601 0.008905 1.04511 0.009039 199 111.218 27.413837 59 388 257 243 0 0.504086 0.810599 0.743311 0.736601 0.578276 0.182855 0.174913 0.98314 0.650485 0.051579 0.033168 0.780233 0.323743 0.648735 0 0 0 0.000496 1.0 3000 1017366 102190 883.240412 228.206642 0.0
66 66 1.019539 0.008703 1.030799 0.008047 201 106.626 22.892228 57 219 291 209 0 0.460647 0.825981 0.670021 0.761779 0.580847 0.177696 0.147334 0.984085 0.662885 0.051503 0.036572 0.752437 0.302373 0.667988 0 0 0 0.000496 1.0 3000 1024835 105489 819.171361 230.174747 0.0
67 67 1.006764 0.008114 1.009292 0.00907 202 108.81 23.474622 52 202 289 211 0 0.489778 0.81464 0.720655 0.745099 0.603303 0.215343 0.188263 0.976539 0.667405 0.044213 0.030984 0.735761 0.272409 0.669982 0 0 0 0.000496 1.0 3000 1033046 105771 850.471669 231.815041 0.0
68 68 0.991884 0.007757 1.0042 0.007348 202 111.698 24.702121 62 243 275 225 0 0.521644 0.803532 0.753913 0.732835 0.578887 0.194761 0.181715 0.980851 0.646584 0.048742 0.030815 0.763265 0.313256 0.643522 0 0 0 0.000496 1.0 3000 1033451 102089 807.756586 231.947325 0.0
69 69 0.981284 0.007379 0.989306 0.007219 203 112.482 31.14729 65 309 305 195 0 0.476694 0.817953 0.691294 0.753563 0.59466 0.183895 0.172383 0.982946 0.658418 0.04715 0.032405 0.740332 0.338905 0.661489 0 0 0 0.000495 1.0 3000 1037436 111716 964.436054 232.92878 0.0
70 70 0.974126 0.007237 0.98859 0.007193 204 106.928 22.687504 58 196 268 232 0 0.450194 0.829242 0.663191 0.762485 0.607894 0.184096 0.152382 0.982908 0.648774 0.046888 0.03303 0.770763 0.307911 0.650003 0 0 0 0.000495 1.0 3000 1041810 103870 836.146314 234.316241 0.0
71 71 0.968922 0.007127 0.979764 0.006759 204 108.238 23.357597 58 195 269 231 0 0.474681 0.820149 0.683056 0.757493 0.600373 0.185426 0.174246 0.982658 0.643669 0.047464 0.031927 0.770387 0.349534 0.643246 0 0 0 0.000495 1.0 3000 1041683 103912 827.866475 234.302369 0.0
72 72 0.958206 0.006835 0.969687 0.006537 205 109.958 23.563112 65 189 263 237 0 0.491018 0.814198 0.703647 0.749904 0.608275 0.202281 0.184746 0.979327 0.658843 0.042986 0.029915 0.760633 0.306024 0.659146 0 0 0 0.000495 1.0 3000 1045819 106253 855.017602 235.058632 0.0
73 73 0.948706 0.006822 0.960066 0.006602 207 109.76 24.232755 56 202 262 238 0 0.478748 0.818316 0.699574 0.749739 0.612425 0.200534 0.188801 0.979687 0.647938 0.043876 0.03005 0.771602 0.330022 0.647019 0 0 0 0.000495 1.0 3000 1056705 107089 841.519054 237.546205 0.0
74 74 0.940282 0.00656 0.942494 0.00599 206 106.736 24.869224 56 262 274 226 0 0.451258 0.829271 0.66248 0.76293 0.607396 0.173362 0.161285 0.984858 0.628874 0.047403 0.032728 0.787543 0.343359 0.627873 0 0 0 0.000495 1.0 3000 1053085 104706 839.362857 236.432261 0.0
75 75 0.933999 0.006307 0.937166 0.005948 207 106.106 22.159936 61 182 269 231 0 0.466405 0.822481 0.672041 0.759317 0.619722 0.210275 0.184593 0.977642 0.6512 0.042919 0.030584 0.764954 0.290123 0.652698 0 0 0 0.000495 1.0 3000 1056623 105728 864.673226 237.299404 0.0
76 76 0.927803 0.006076 0.933055 0.00593 207 107.74 24.216697 53 214 274 226 0 0.453595 0.827617 0.64253 0.770212 0.622055 0.187377 0.167234 0.982288 0.653436 0.04298 0.031252 0.768112 0.30781 0.654763 0 0 0 0.000494 1.0 3000 1059573 108439 870.531217 238.048749 0.0
77 77 0.921275 0.006051 0.925338 0.005692 207 106.91 24.106387 55 237 269 231 0 0.454296 0.827022 0.6574 0.763887 0.614935 0.181879 0.165066 0.983321 0.641329 0.04469 0.031991 0.779805 0.343197 0.642239 0 0 0 0.000494 1.0 3000 1059779 105977 877.254443 238.177207 0.0
78 78 0.914753 0.00589 0.924121 0.006543 208 107.176 27.053891 55 448 284 215 1 0.468477 0.822327 0.682376 0.755055 0.618666 0.196115 0.179519 0.973816 0.645064 0.042206 0.02958 0.780874 0.31988 0.644082 0 0 0 0.000494 1.0 3000 1062139 104449 960.131279 238.332272 0.0
79 79 0.912348 0.005963 0.917488 0.005361 207 105.646 23.097114 57 203 297 203 0 0.449206 0.828292 0.633592 0.772715 0.623761 0.197996 0.174875 0.980203 0.659843 0.042817 0.031872 0.743497 0.291985 0.663989 0 0 0 0.000494 1.0 3000 1059779 109356 883.194913 237.933725 0.0
80 80 0.905129 0.005927 0.919205 0.005354 208 105.736 22.461574 61 209 276 224 0 0.440907 0.832194 0.63913 0.770855 0.627866 0.181264 0.163658 0.983435 0.646928 0.042089 0.030727 0.777069 0.325113 0.648794 0 0 0 0.000494 1.0 3000 1061457 105548 840.723561 238.398472 0.0
81 81 0.900703 0.005747 0.915968 0.005488 208 104.39 22.62189 61 214 271 229 0 0.438 0.833319 0.631104 0.773232 0.628766 0.198812 0.170502 0.980038 0.63897 0.042167 0.030457 0.765976 0.310954 0.638605 0 0 0 0.000494 1.0 3000 1061598 104053 845.388021 238.777978 0.0
82 82 0.896871 0.005572 0.903751 0.005734 207 104.654 22.978039 57 184 277 223 0 0.429192 0.836331 0.623797 0.774938 0.633698 0.19355 0.167621 0.98109 0.639416 0.042717 0.031035 0.765604 0.328857 0.640849 0 0 0 0.000494 1.0 3000 1059101 103756 847.023025 238.021353 0.0
83 83 0.89366 0.005606 0.911204 0.005809 207 106.018 23.237162 48 243 267 233 0 0.455795 0.826453 0.649079 0.766595 0.629693 0.202722 0.184159 0.979236 0.64954 0.041536 0.02902 0.773394 0.314328 0.647511 0 0 0 0.000493 1.0 3000 1055321 103309 877.80665 237.268662 0.0
84 84 0.891766 0.005552 0.898335 0.005353 206 106.054 22.166801 57 191 277 223 0 0.445829 0.830744 0.65423 0.765055 0.623667 0.185483 0.166134 0.982647 0.622993 0.044233 0.030948 0.809838 0.337362 0.621605 0 0 0 0.000493 1.0 3000 1054576 103961 828.670635 236.869918 0.0
85 85 0.8878 0.005703 0.903053 0.005169 207 107.226 26.377167 55 266 269 231 0 0.435047 0.833407 0.621582 0.776381 0.628669 0.188733 0.168466 0.982029 0.636478 0.042503 0.031101 0.795629 0.335857 0.638521 0 0 0 0.000493 1.0 3000 1056450 107602 888.676168 237.160877 0.0
86 86 0.883372 0.00559 0.900034 0.0054 206 104.258 27.563662 56 426 255 244 1 0.443405 0.831193 0.626786 0.774517 0.629718 0.194865 0.179582 0.975927 0.642202 0.041945 0.030265 0.771921 0.31866 0.642519 0 0 0 0.000493 1.0 3000 1052237 104226 921.817686 236.238113 0.0
87 87 0.994733 0.004434 0.993952 0.00437 21 104.856 22.588831 57 215 282 218 0 0.443531 0.830888 0.620889 0.776411 0.628733 0.188621 0.16412 0.98205 0.639777 0.04006 0.029873 0.779249 0.316223 0.640675 0 0 0 0.000493 1.0 3000 106616 106616 872.007914 34.435371 0.0
88 88 0.952073 0.004736 0.957957 0.004837 43 108.492 27.366877 49 351 262 238 0 0.441165 0.83226 0.627388 0.775114 0.63347 0.178186 0.168242 0.983997 0.613937 0.04141 0.029706 0.814122 0.357357 0.614178 0 0 0 0.000493 1.0 3000 215794 109178 957.957911 49.963676 0.0
89 89 0.944124 0.004773 0.952224 0.004667 64 105.77 24.823318 54 230 265 235 0 0.412075 0.842267 0.591282 0.786587 0.641164 0.177442 0.152155 0.984131 0.628312 0.041423 0.031055 0.784492 0.347756 0.630808 0 0 0 0.000492 1.0 3000 327650 111856 876.862128 75.867497 0.0
90 90 0.927422 0.004555 0.930428 0.004501 85 106.24 24.770838 56 231 286 214 0 0.45189 0.828684 0.639205 0.771147 0.643611 0.205202 0.181003 0.97872 0.647069 0.036781 0.026945 0.76369 0.299019 0.645044 0 0 0 0.000492 1.0 3000 434233 106583 850.563985 99.073203 0.0
91 91 0.920805 0.004751 0.927769 0.005239 106 102.582 22.3176 54 198 287 213 0 0.420843 0.838889 0.596145 0.784869 0.631653 0.179058 0.146309 0.983838 0.609842 0.040782 0.030948 0.80572 0.356895 0.611518 0 0 0 0.000492 1.0 3000 539305 105072 845.658254 123.036098 0.0
92 92 0.921096 0.004941 0.926794 0.004561 126 101.766 23.53158 58 216 283 217 0 0.397598 0.848388 0.556245 0.799732 0.635949 0.172883 0.14256 0.984942 0.619738 0.043367 0.033743 0.807579 0.339373 0.623677 0 0 0 0.000492 1.0 3000 643653 104348 832.091446 146.809332 0.0
93 93 0.903853 0.004715 0.905873 0.004714 146 101.232 21.60005 56 206 284 216 0 0.434669 0.835264 0.632259 0.77235 0.63783 0.187846 0.1644 0.982199 0.608925 0.039774 0.02938 0.803631 0.354571 0.609248 0 0 0 0.000492 1.0 3000 743501 99848 809.248179 169.558372 0.0
94 94 0.898365 0.004739 0.901329 0.004694 167 103.33 26.276626 52 318 271 229 0 0.402849 0.845869 0.580094 0.790596 0.634348 0.168564 0.149073 0.985691 0.608937 0.041636 0.031736 0.818371 0.38237 0.611801 0 0 0 0.000492 1.0 3000 851199 107698 950.923616 193.789774 0.0
95 95 0.885494 0.004778 0.896657 0.005026 187 106.938 24.352539 51 185 295 205 0 0.445843 0.830489 0.63488 0.772673 0.639496 0.186306 0.171379 0.982492 0.620603 0.039846 0.027516 0.793193 0.354197 0.618823 0 0 0 0.000491 1.0 3000 957170 105971 831.016562 218.462117 0.0
96 96 0.873009 0.004751 0.900855 0.004625 207 103.282 22.185907 59 199 265 235 0 0.468463 0.822827 0.671876 0.75894 0.638877 0.214858 0.197605 0.976645 0.618792 0.038811 0.02675 0.784039 0.324108 0.616012 0 0 0 0.000491 1.0 3000 1054760 97590 781.982202 241.74376 0.0
97 97 0.876918 0.004861 0.876009 0.005219 206 104.8 26.198626 46 380 284 216 0 0.4488 0.830013 0.63871 0.77098 0.629974 0.19783 0.177693 0.980236 0.612491 0.040386 0.029038 0.812553 0.342508 0.612312 0 0 0 0.000491 1.0 3000 1051915 103771 917.235548 239.474719 0.0
98 98 0.877517 0.004823 0.881616 0.004303 204 99.048 22.670635 59 194 268 232 0 0.394516 0.849514 0.566945 0.794961 0.644592 0.177411 0.146701 0.984137 0.605502 0.041302 0.031729 0.821678 0.364731 0.607116 0 0 0 0.000491 1.0 3000 1043548 100811 791.659404 238.265304 0.0
99 99 0.86834 0.005026 0.878584 0.00446 202 101.674 21.614433 59 201 285 215 0 0.446072 0.830697 0.637442 0.771035 0.639255 0.183766 0.16687 0.98297 0.615435 0.037757 0.028149 0.814897 0.343399 0.614546 0 0 0 0.000491 1.0 3000 1032913 101221 856.853434 235.43061 0.0
100 100 0.867111 0.004837 0.874864 0.004299 202 102.256 23.001532 59 241 288 212 0 0.429856 0.836279 0.597519 0.784638 0.635025 0.186586 0.164839 0.982439 0.625175 0.039268 0.02966 0.801365 0.332034 0.625346 0 0 0 0.00049 1.0 3000 1029655 103325 863.442593 234.691202 0.0

Insights

72 found
Correlations 5 Columns that move together (r² > 0.25)
Outliers 26 Values > 3σ from the mean
Data Quality 3 Missing or empty values
Policy loss, value loss, game length, and MCTS agreement metrics from a reinforcement learning self-play training run.

This dataset contains 176 records across 41 fields: iteration, loss_policy_train, loss_value_train, loss_policy_val, loss_value_val, gradient_steps, and 35 more.