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d4fb6dbc59
street-fighter-ai/trained_models_cv_random/trainin_logs_CustomCNN_random.txt
linyiLYi d4fb6dbc59 image stack and lstm
2023-03-30 01:14:39 +08:00

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(StreetFighterAI) PS C:\Users\unitec\Documents\AIProjects\street-fighter-ai> python .\train_cv_sf2_ai.py
Using cuda device
Current state: Champion.Level10.ChunLiVsVega
------------------------------
| time/ | |
| fps | 3021 |
| iterations | 1 |
| time_elapsed | 14 |
| total_timesteps | 43200 |
------------------------------
Current state: Champion.Level9.ChunLiVsBalrog
-----------------------------------------
| time/ | |
| fps | 1119 |
| iterations | 2 |
| time_elapsed | 77 |
| total_timesteps | 86400 |
| train/ | |
| approx_kl | 0.008596159 |
| clip_fraction | 0.0861 |
| clip_range | 0.2 |
| entropy_loss | -8.31 |
| explained_variance | 0.000249 |
| learning_rate | 0.0003 |
| loss | 0.0448 |
| n_updates | 10 |
| policy_gradient_loss | -0.00293 |
| value_loss | 63.7 |
-----------------------------------------
Current state: Champion.Level7.ChunLiVsEHonda
-----------------------------------------
| time/ | |
| fps | 926 |
| iterations | 3 |
| time_elapsed | 139 |
| total_timesteps | 129600 |
| train/ | |
| approx_kl | 0.015845723 |
| clip_fraction | 0.154 |
| clip_range | 0.2 |
| entropy_loss | -8.3 |
| explained_variance | 0.0515 |
| learning_rate | 0.0003 |
| loss | 17.5 |
| n_updates | 20 |
| policy_gradient_loss | -0.0113 |
| value_loss | 22.3 |
-----------------------------------------
Current state: Champion.Level6.ChunLiVsRyu
-----------------------------------------
| time/ | |
| fps | 854 |
| iterations | 4 |
| time_elapsed | 202 |
| total_timesteps | 172800 |
| train/ | |
| approx_kl | 0.018579809 |
| clip_fraction | 0.217 |
| clip_range | 0.2 |
| entropy_loss | -8.29 |
| explained_variance | 0.0152 |
| learning_rate | 0.0003 |
| loss | 0.313 |
| n_updates | 30 |
| policy_gradient_loss | -0.00959 |
| value_loss | 19 |
-----------------------------------------
Current state: Champion.Level9.ChunLiVsBalrog
-----------------------------------------
| time/ | |
| fps | 816 |
| iterations | 5 |
| time_elapsed | 264 |
| total_timesteps | 216000 |
| train/ | |
| approx_kl | 0.017938577 |
| clip_fraction | 0.26 |
| clip_range | 0.2 |
| entropy_loss | -8.29 |
| explained_variance | 0.0705 |
| learning_rate | 0.0003 |
| loss | 23.4 |
| n_updates | 40 |
| policy_gradient_loss | -0.00308 |
| value_loss | 17.5 |
-----------------------------------------
Current state: Champion.Level8.ChunLiVsBlanka
-----------------------------------------
| time/ | |
| fps | 789 |
| iterations | 6 |
| time_elapsed | 328 |
| total_timesteps | 259200 |
| train/ | |
| approx_kl | 0.015945172 |
| clip_fraction | 0.19 |
| clip_range | 0.2 |
| entropy_loss | -8.29 |
| explained_variance | 0.213 |
| learning_rate | 0.0003 |
| loss | 0.311 |
| n_updates | 50 |
| policy_gradient_loss | -0.0084 |
| value_loss | 9.25 |
-----------------------------------------
Current state: Champion.Level1.ChunLiVsGuile
-----------------------------------------
| time/ | |
| fps | 773 |
| iterations | 7 |
| time_elapsed | 390 |
| total_timesteps | 302400 |
| train/ | |
| approx_kl | 0.017754147 |
| clip_fraction | 0.203 |
| clip_range | 0.2 |
| entropy_loss | -8.27 |
| explained_variance | 0.379 |
| learning_rate | 0.0003 |
| loss | 0.389 |
| n_updates | 60 |
| policy_gradient_loss | -0.0106 |
| value_loss | 8.24 |
-----------------------------------------
Current state: Champion.Level5.ChunLiVsDhalsim
-----------------------------------------
| time/ | |
| fps | 763 |
| iterations | 8 |
| time_elapsed | 452 |
| total_timesteps | 345600 |
| train/ | |
| approx_kl | 0.019500943 |
| clip_fraction | 0.253 |
| clip_range | 0.2 |
| entropy_loss | -8.28 |
| explained_variance | 0.248 |
| learning_rate | 0.0003 |
| loss | 0.0383 |
| n_updates | 70 |
| policy_gradient_loss | -0.00622 |
| value_loss | 7.3 |
-----------------------------------------
Current state: Champion.Level7.ChunLiVsEHonda
-----------------------------------------
| time/ | |
| fps | 753 |
| iterations | 9 |
| time_elapsed | 515 |
| total_timesteps | 388800 |
| train/ | |
| approx_kl | 0.016856283 |
| clip_fraction | 0.201 |
| clip_range | 0.2 |
| entropy_loss | -8.28 |
| explained_variance | 0.349 |
| learning_rate | 0.0003 |
| loss | 0.245 |
| n_updates | 80 |
| policy_gradient_loss | -0.00518 |
| value_loss | 16.7 |
-----------------------------------------
Current state: Champion.Level1.ChunLiVsGuile
-----------------------------------------
| time/ | |
| fps | 746 |
| iterations | 10 |
| time_elapsed | 578 |
| total_timesteps | 432000 |
| train/ | |
| approx_kl | 0.018104717 |
| clip_fraction | 0.227 |
| clip_range | 0.2 |
| entropy_loss | -8.27 |
| explained_variance | 0.538 |
| learning_rate | 0.0003 |
| loss | 0.117 |
| n_updates | 90 |
| policy_gradient_loss | -0.00673 |
| value_loss | 7.65 |
-----------------------------------------
Current state: Champion.Level10.ChunLiVsVega
-----------------------------------------
| time/ | |
| fps | 740 |
| iterations | 11 |
| time_elapsed | 641 |
| total_timesteps | 475200 |
| train/ | |
| approx_kl | 0.016069805 |
| clip_fraction | 0.205 |
| clip_range | 0.2 |
| entropy_loss | -8.25 |
| explained_variance | 0.457 |
| learning_rate | 0.0003 |
| loss | 0.157 |
| n_updates | 100 |
| policy_gradient_loss | -0.00489 |
| value_loss | 9.44 |
-----------------------------------------
Current state: Champion.Level5.ChunLiVsDhalsim
----------------------------------------
| time/ | |
| fps | 734 |
| iterations | 12 |
| time_elapsed | 706 |
| total_timesteps | 518400 |
| train/ | |
| approx_kl | 0.01563109 |
| clip_fraction | 0.185 |
| clip_range | 0.2 |
| entropy_loss | -8.26 |
| explained_variance | 0.477 |
| learning_rate | 0.0003 |
| loss | 0.249 |
| n_updates | 110 |
| policy_gradient_loss | -0.00818 |
| value_loss | 7.4 |
----------------------------------------
Current state: Champion.Level8.ChunLiVsBlanka
------------------------------------------
| time/ | |
| fps | 729 |
| iterations | 13 |
| time_elapsed | 769 |
| total_timesteps | 561600 |
| train/ | |
| approx_kl | 0.0152117945 |
| clip_fraction | 0.183 |
| clip_range | 0.2 |
| entropy_loss | -8.26 |
| explained_variance | 0.356 |
| learning_rate | 0.0003 |
| loss | 0.255 |
| n_updates | 120 |
| policy_gradient_loss | -0.00698 |
| value_loss | 8 |
------------------------------------------
Current state: Champion.Level9.ChunLiVsBalrog
-----------------------------------------
| time/ | |
| fps | 726 |
| iterations | 14 |
| time_elapsed | 832 |
| total_timesteps | 604800 |
| train/ | |
| approx_kl | 0.016710367 |
| clip_fraction | 0.215 |
| clip_range | 0.2 |
| entropy_loss | -8.26 |
| explained_variance | 0.619 |
| learning_rate | 0.0003 |
| loss | 0.0512 |
| n_updates | 130 |
| policy_gradient_loss | -0.00738 |
| value_loss | 6.05 |
-----------------------------------------
Current state: Champion.Level9.ChunLiVsBalrog
----------------------------------------
| time/ | |
| fps | 723 |
| iterations | 15 |
| time_elapsed | 895 |
| total_timesteps | 648000 |
| train/ | |
| approx_kl | 0.01700595 |
| clip_fraction | 0.216 |
| clip_range | 0.2 |
| entropy_loss | -8.24 |
| explained_variance | 0.531 |
| learning_rate | 0.0003 |
| loss | 0.00925 |
| n_updates | 140 |
| policy_gradient_loss | -0.00818 |
| value_loss | 7.14 |
----------------------------------------
Current state: Champion.Level8.ChunLiVsBlanka
-----------------------------------------
| time/ | |
| fps | 720 |
| iterations | 16 |
| time_elapsed | 959 |
| total_timesteps | 691200 |
| train/ | |
| approx_kl | 0.019085549 |
| clip_fraction | 0.234 |
| clip_range | 0.2 |
| entropy_loss | -8.24 |
| explained_variance | 0.418 |
| learning_rate | 0.0003 |
| loss | 0.0344 |
| n_updates | 150 |
| policy_gradient_loss | -0.00887 |
| value_loss | 7.87 |
-----------------------------------------
Current state: Champion.Level12.ChunLiVsBison
-----------------------------------------
| time/ | |
| fps | 717 |
| iterations | 17 |
| time_elapsed | 1022 |
| total_timesteps | 734400 |
| train/ | |
| approx_kl | 0.018299779 |
| clip_fraction | 0.216 |
| clip_range | 0.2 |
| entropy_loss | -8.22 |
| explained_variance | 0.578 |
| learning_rate | 0.0003 |
| loss | 0.356 |
| n_updates | 160 |
| policy_gradient_loss | -0.00818 |
| value_loss | 8.27 |
-----------------------------------------
Current state: Champion.Level3.ChunLiVsChunLi
-----------------------------------------
| time/ | |
| fps | 716 |
| iterations | 18 |
| time_elapsed | 1085 |
| total_timesteps | 777600 |
| train/ | |
| approx_kl | 0.018977245 |
| clip_fraction | 0.235 |
| clip_range | 0.2 |
| entropy_loss | -8.2 |
| explained_variance | 0.685 |
| learning_rate | 0.0003 |
| loss | 0.207 |
| n_updates | 170 |
| policy_gradient_loss | -0.00998 |
| value_loss | 4.95 |
-----------------------------------------
Current state: Champion.Level2.ChunLiVsKen
-----------------------------------------
| time/ | |
| fps | 713 |
| iterations | 19 |
| time_elapsed | 1150 |
| total_timesteps | 820800 |
| train/ | |
| approx_kl | 0.019098708 |
| clip_fraction | 0.238 |
| clip_range | 0.2 |
| entropy_loss | -8.21 |
| explained_variance | 0.647 |
| learning_rate | 0.0003 |
| loss | 0.2 |
| n_updates | 180 |
| policy_gradient_loss | -0.0057 |
| value_loss | 9.53 |
-----------------------------------------
Current state: Champion.Level12.ChunLiVsBison
-----------------------------------------
| time/ | |
| fps | 711 |
| iterations | 20 |
| time_elapsed | 1214 |
| total_timesteps | 864000 |
| train/ | |
| approx_kl | 0.019934466 |
| clip_fraction | 0.261 |
| clip_range | 0.2 |
| entropy_loss | -8.18 |
| explained_variance | 0.722 |
| learning_rate | 0.0003 |
| loss | 0.595 |
| n_updates | 190 |
| policy_gradient_loss | -0.00507 |
| value_loss | 7.64 |
-----------------------------------------
Current state: Champion.Level7.ChunLiVsEHonda
-----------------------------------------
| time/ | |
| fps | 709 |
| iterations | 21 |
| time_elapsed | 1277 |
| total_timesteps | 907200 |
| train/ | |
| approx_kl | 0.017742248 |
| clip_fraction | 0.226 |
| clip_range | 0.2 |
| entropy_loss | -8.19 |
| explained_variance | 0.751 |
| learning_rate | 0.0003 |
| loss | 0.0114 |
| n_updates | 200 |
| policy_gradient_loss | -0.00791 |
| value_loss | 6.37 |
-----------------------------------------
Current state: Champion.Level9.ChunLiVsBalrog
-----------------------------------------
| time/ | |
| fps | 708 |
| iterations | 22 |
| time_elapsed | 1341 |
| total_timesteps | 950400 |
| train/ | |
| approx_kl | 0.018638369 |
| clip_fraction | 0.225 |
| clip_range | 0.2 |
| entropy_loss | -8.21 |
| explained_variance | 0.71 |
| learning_rate | 0.0003 |
| loss | 0.0415 |
| n_updates | 210 |
| policy_gradient_loss | -0.00605 |
| value_loss | 7 |
-----------------------------------------
Current state: Champion.Level12.ChunLiVsBison
-----------------------------------------
| time/ | |
| fps | 706 |
| iterations | 23 |
| time_elapsed | 1406 |
| total_timesteps | 993600 |
| train/ | |
| approx_kl | 0.018239466 |
| clip_fraction | 0.225 |
| clip_range | 0.2 |
| entropy_loss | -8.21 |
| explained_variance | 0.691 |
| learning_rate | 0.0003 |
| loss | 2.38 |
| n_updates | 220 |
| policy_gradient_loss | -0.00453 |
| value_loss | 9.08 |
-----------------------------------------
Current state: Champion.Level8.ChunLiVsBlanka
-----------------------------------------
| time/ | |
| fps | 705 |
| iterations | 24 |
| time_elapsed | 1470 |
| total_timesteps | 1036800 |
| train/ | |
| approx_kl | 0.019000078 |
| clip_fraction | 0.228 |
| clip_range | 0.2 |
| entropy_loss | -8.22 |
| explained_variance | 0.724 |
| learning_rate | 0.0003 |
| loss | 0.198 |
| n_updates | 230 |
| policy_gradient_loss | -0.00657 |
| value_loss | 8.04 |
-----------------------------------------
Current state: Champion.Level5.ChunLiVsDhalsim
----------------------------------------
| time/ | |
| fps | 704 |
| iterations | 25 |
| time_elapsed | 1533 |
| total_timesteps | 1080000 |
| train/ | |
| approx_kl | 0.01695526 |
| clip_fraction | 0.198 |
| clip_range | 0.2 |
| entropy_loss | -8.22 |
| explained_variance | 0.63 |
| learning_rate | 0.0003 |
| loss | 0.0666 |
| n_updates | 240 |
| policy_gradient_loss | -0.00626 |
| value_loss | 8.95 |
----------------------------------------
Current state: Champion.Level4.ChunLiVsZangief
-----------------------------------------
| time/ | |
| fps | 703 |
| iterations | 26 |
| time_elapsed | 1596 |
| total_timesteps | 1123200 |
| train/ | |
| approx_kl | 0.017780067 |
| clip_fraction | 0.215 |
| clip_range | 0.2 |
| entropy_loss | -8.2 |
| explained_variance | 0.785 |
| learning_rate | 0.0003 |
| loss | 0.452 |
| n_updates | 250 |
| policy_gradient_loss | -0.00754 |
| value_loss | 6.05 |
-----------------------------------------
Current state: Champion.Level2.ChunLiVsKen
-----------------------------------------
| time/ | |
| fps | 702 |
| iterations | 27 |
| time_elapsed | 1661 |
| total_timesteps | 1166400 |
| train/ | |
| approx_kl | 0.018361207 |
| clip_fraction | 0.203 |
| clip_range | 0.2 |
| entropy_loss | -8.2 |
| explained_variance | 0.828 |
| learning_rate | 0.0003 |
| loss | -0.00672 |
| n_updates | 260 |
| policy_gradient_loss | -0.00908 |
| value_loss | 3.66 |
-----------------------------------------
Current state: Champion.Level5.ChunLiVsDhalsim
----------------------------------------
| time/ | |
| fps | 701 |
| iterations | 28 |
| time_elapsed | 1724 |
| total_timesteps | 1209600 |
| train/ | |
| approx_kl | 0.01574904 |
| clip_fraction | 0.19 |
| clip_range | 0.2 |
| entropy_loss | -8.2 |
| explained_variance | 0.596 |
| learning_rate | 0.0003 |
| loss | 0.2 |
| n_updates | 270 |
| policy_gradient_loss | -0.00431 |
| value_loss | 19.7 |
----------------------------------------
Current state: Champion.Level8.ChunLiVsBlanka
-----------------------------------------
| time/ | |
| fps | 700 |
| iterations | 29 |
| time_elapsed | 1788 |
| total_timesteps | 1252800 |
| train/ | |
| approx_kl | 0.017698115 |
| clip_fraction | 0.204 |
| clip_range | 0.2 |
| entropy_loss | -8.21 |
| explained_variance | 0.815 |
| learning_rate | 0.0003 |
| loss | 0.506 |
| n_updates | 280 |
| policy_gradient_loss | -0.00692 |
| value_loss | 6.41 |
-----------------------------------------
Current state: Champion.Level12.ChunLiVsBison
-----------------------------------------
| time/ | |
| fps | 698 |
| iterations | 30 |
| time_elapsed | 1854 |
| total_timesteps | 1296000 |
| train/ | |
| approx_kl | 0.016693246 |
| clip_fraction | 0.199 |
| clip_range | 0.2 |
| entropy_loss | -8.19 |
| explained_variance | 0.86 |
| learning_rate | 0.0003 |
| loss | 0.0669 |
| n_updates | 290 |
| policy_gradient_loss | -0.00799 |
| value_loss | 6.74 |
-----------------------------------------
Current state: Champion.Level2.ChunLiVsKen
-----------------------------------------
| time/ | |
| fps | 697 |
| iterations | 31 |
| time_elapsed | 1919 |
| total_timesteps | 1339200 |
| train/ | |
| approx_kl | 0.017687412 |
| clip_fraction | 0.209 |
| clip_range | 0.2 |
| entropy_loss | -8.21 |
| explained_variance | 0.875 |
| learning_rate | 0.0003 |
| loss | 0.112 |
| n_updates | 300 |
| policy_gradient_loss | -0.00804 |
| value_loss | 9.05 |
-----------------------------------------
Current state: Champion.Level12.ChunLiVsBison
-----------------------------------------
| time/ | |
| fps | 696 |
| iterations | 32 |
| time_elapsed | 1984 |
| total_timesteps | 1382400 |
| train/ | |
| approx_kl | 0.020802164 |
| clip_fraction | 0.238 |
| clip_range | 0.2 |
| entropy_loss | -8.19 |
| explained_variance | 0.855 |
| learning_rate | 0.0003 |
| loss | 0.268 |
| n_updates | 310 |
| policy_gradient_loss | -0.00801 |
| value_loss | 6.73 |
-----------------------------------------
Current state: Champion.Level4.ChunLiVsZangief
-----------------------------------------
| time/ | |
| fps | 696 |
| iterations | 33 |
| time_elapsed | 2047 |
| total_timesteps | 1425600 |
| train/ | |
| approx_kl | 0.020212276 |
| clip_fraction | 0.23 |
| clip_range | 0.2 |
| entropy_loss | -8.2 |
| explained_variance | 0.845 |
| learning_rate | 0.0003 |
| loss | 0.273 |
| n_updates | 320 |
| policy_gradient_loss | -0.00755 |
| value_loss | 5.8 |
-----------------------------------------
Current state: Champion.Level7.ChunLiVsEHonda
-----------------------------------------
| time/ | |
| fps | 55 |
| iterations | 34 |
| time_elapsed | 26348 |
| total_timesteps | 1468800 |
| train/ | |
| approx_kl | 0.020391963 |
| clip_fraction | 0.234 |
| clip_range | 0.2 |
| entropy_loss | -8.21 |
| explained_variance | 0.822 |
| learning_rate | 0.0003 |
| loss | 0.195 |
| n_updates | 330 |
| policy_gradient_loss | -0.00638 |
| value_loss | 6.76 |
-----------------------------------------
Current state: Champion.Level7.ChunLiVsEHonda
-----------------------------------------
| time/ | |
| fps | 57 |
| iterations | 35 |
| time_elapsed | 26411 |
| total_timesteps | 1512000 |
| train/ | |
| approx_kl | 0.019056592 |
| clip_fraction | 0.219 |
| clip_range | 0.2 |
| entropy_loss | -8.19 |
| explained_variance | 0.82 |
| learning_rate | 0.0003 |
| loss | 0.448 |
| n_updates | 340 |
| policy_gradient_loss | -0.00529 |
| value_loss | 7.98 |
-----------------------------------------
Current state: Champion.Level2.ChunLiVsKen
-----------------------------------------
| time/ | |
| fps | 58 |
| iterations | 36 |
| time_elapsed | 26474 |
| total_timesteps | 1555200 |
| train/ | |
| approx_kl | 0.021942634 |
| clip_fraction | 0.26 |
| clip_range | 0.2 |
| entropy_loss | -8.19 |
| explained_variance | 0.808 |
| learning_rate | 0.0003 |
| loss | 0.178 |
| n_updates | 350 |
| policy_gradient_loss | -0.00282 |
| value_loss | 8.33 |
-----------------------------------------
Current state: Champion.Level1.ChunLiVsGuile
-----------------------------------------
| time/ | |
| fps | 60 |
| iterations | 37 |
| time_elapsed | 26536 |
| total_timesteps | 1598400 |
| train/ | |
| approx_kl | 0.021785354 |
| clip_fraction | 0.248 |
| clip_range | 0.2 |
| entropy_loss | -8.16 |
| explained_variance | 0.813 |
| learning_rate | 0.0003 |
| loss | 0.362 |
| n_updates | 360 |
| policy_gradient_loss | -0.000681 |
| value_loss | 10.8 |
-----------------------------------------
Current state: Champion.Level12.ChunLiVsBison
-----------------------------------------
| time/ | |
| fps | 61 |
| iterations | 38 |
| time_elapsed | 26599 |
| total_timesteps | 1641600 |
| train/ | |
| approx_kl | 0.020205429 |
| clip_fraction | 0.234 |
| clip_range | 0.2 |
| entropy_loss | -8.18 |
| explained_variance | 0.844 |
| learning_rate | 0.0003 |
| loss | 0.0406 |
| n_updates | 370 |
| policy_gradient_loss | -0.00637 |
| value_loss | 6.27 |
-----------------------------------------
Current state: Champion.Level10.ChunLiVsVega
----------------------------------------
| time/ | |
| fps | 63 |
| iterations | 39 |
| time_elapsed | 26663 |
| total_timesteps | 1684800 |
| train/ | |
| approx_kl | 0.01886538 |
| clip_fraction | 0.214 |
| clip_range | 0.2 |
| entropy_loss | -8.19 |
| explained_variance | 0.791 |
| learning_rate | 0.0003 |
| loss | 1.76 |
| n_updates | 380 |
| policy_gradient_loss | -0.00645 |
| value_loss | 6.82 |
----------------------------------------
Current state: Champion.Level12.ChunLiVsBison
-----------------------------------------
| time/ | |
| fps | 64 |
| iterations | 40 |
| time_elapsed | 26725 |
| total_timesteps | 1728000 |
| train/ | |
| approx_kl | 0.020300686 |
| clip_fraction | 0.213 |
| clip_range | 0.2 |
| entropy_loss | -8.18 |
| explained_variance | 0.742 |
| learning_rate | 0.0003 |
| loss | 0.0943 |
| n_updates | 390 |
| policy_gradient_loss | -0.00417 |
| value_loss | 9.39 |
-----------------------------------------
Current state: Champion.Level3.ChunLiVsChunLi
-----------------------------------------
| time/ | |
| fps | 66 |
| iterations | 41 |
| time_elapsed | 26789 |
| total_timesteps | 1771200 |
| train/ | |
| approx_kl | 0.018035587 |
| clip_fraction | 0.211 |
| clip_range | 0.2 |
| entropy_loss | -8.2 |
| explained_variance | 0.822 |
| learning_rate | 0.0003 |
| loss | 0.085 |
| n_updates | 400 |
| policy_gradient_loss | -0.00696 |
| value_loss | 5.22 |
-----------------------------------------
Current state: Champion.Level10.ChunLiVsVega
-----------------------------------------
| time/ | |
| fps | 67 |
| iterations | 42 |
| time_elapsed | 26852 |
| total_timesteps | 1814400 |
| train/ | |
| approx_kl | 0.018482493 |
| clip_fraction | 0.195 |
| clip_range | 0.2 |
| entropy_loss | -8.18 |
| explained_variance | 0.84 |
| learning_rate | 0.0003 |
| loss | 0.163 |
| n_updates | 410 |
| policy_gradient_loss | -0.0102 |
| value_loss | 6.02 |
-----------------------------------------
Current state: Champion.Level6.ChunLiVsRyu
-----------------------------------------
| time/ | |
| fps | 69 |
| iterations | 43 |
| time_elapsed | 26915 |
| total_timesteps | 1857600 |
| train/ | |
| approx_kl | 0.022504063 |
| clip_fraction | 0.255 |
| clip_range | 0.2 |
| entropy_loss | -8.19 |
| explained_variance | 0.787 |
| learning_rate | 0.0003 |
| loss | 0.0696 |
| n_updates | 420 |
| policy_gradient_loss | -0.00368 |
| value_loss | 6.24 |
-----------------------------------------
Current state: Champion.Level6.ChunLiVsRyu
-----------------------------------------
| time/ | |
| fps | 70 |
| iterations | 44 |
| time_elapsed | 26981 |
| total_timesteps | 1900800 |
| train/ | |
| approx_kl | 0.019790536 |
| clip_fraction | 0.237 |
| clip_range | 0.2 |
| entropy_loss | -8.17 |
| explained_variance | 0.82 |
| learning_rate | 0.0003 |
| loss | 0.0718 |
| n_updates | 430 |
| policy_gradient_loss | -0.00588 |
| value_loss | 5.47 |
-----------------------------------------
Current state: Champion.Level5.ChunLiVsDhalsim
-----------------------------------------
| time/ | |
| fps | 71 |
| iterations | 45 |
| time_elapsed | 27052 |
| total_timesteps | 1944000 |
| train/ | |
| approx_kl | 0.020571997 |
| clip_fraction | 0.236 |
| clip_range | 0.2 |
| entropy_loss | -8.14 |
| explained_variance | 0.865 |
| learning_rate | 0.0003 |
| loss | 0.254 |
| n_updates | 440 |
| policy_gradient_loss | -0.00433 |
| value_loss | 6.43 |
-----------------------------------------
Current state: Champion.Level5.ChunLiVsDhalsim
-----------------------------------------
| time/ | |
| fps | 73 |
| iterations | 46 |
| time_elapsed | 27118 |
| total_timesteps | 1987200 |
| train/ | |
| approx_kl | 0.021008013 |
| clip_fraction | 0.231 |
| clip_range | 0.2 |
| entropy_loss | -8.14 |
| explained_variance | 0.9 |
| learning_rate | 0.0003 |
| loss | 0.48 |
| n_updates | 450 |
| policy_gradient_loss | -0.00661 |
| value_loss | 6.06 |
-----------------------------------------
Current state: Champion.Level8.ChunLiVsBlanka
-----------------------------------------
| time/ | |
| fps | 74 |
| iterations | 47 |
| time_elapsed | 27180 |
| total_timesteps | 2030400 |
| train/ | |
| approx_kl | 0.020942781 |
| clip_fraction | 0.241 |
| clip_range | 0.2 |
| entropy_loss | -8.15 |
| explained_variance | 0.783 |
| learning_rate | 0.0003 |
| loss | 0.722 |
| n_updates | 460 |
| policy_gradient_loss | -0.00539 |
| value_loss | 6.29 |
-----------------------------------------
Current state: Champion.Level1.ChunLiVsGuile
-----------------------------------------
| time/ | |
| fps | 76 |
| iterations | 48 |
| time_elapsed | 27246 |
| total_timesteps | 2073600 |
| train/ | |
| approx_kl | 0.021348428 |
| clip_fraction | 0.254 |
| clip_range | 0.2 |
| entropy_loss | -8.14 |
| explained_variance | 0.742 |
| learning_rate | 0.0003 |
| loss | 0.119 |
| n_updates | 470 |
| policy_gradient_loss | 0.000158 |
| value_loss | 9.32 |
-----------------------------------------
Current state: Champion.Level3.ChunLiVsChunLi
-----------------------------------------
| time/ | |
| fps | 77 |
| iterations | 49 |
| time_elapsed | 27310 |
| total_timesteps | 2116800 |
| train/ | |
| approx_kl | 0.025586518 |
| clip_fraction | 0.28 |
| clip_range | 0.2 |
| entropy_loss | -8.13 |
| explained_variance | 0.71 |
| learning_rate | 0.0003 |
| loss | 0.322 |
| n_updates | 480 |
| policy_gradient_loss | 0.00467 |
| value_loss | 23.4 |
-----------------------------------------
Current state: Champion.Level11.ChunLiVsSagat
-----------------------------------------
| time/ | |
| fps | 78 |
| iterations | 50 |
| time_elapsed | 27375 |
| total_timesteps | 2160000 |
| train/ | |
| approx_kl | 0.019520277 |
| clip_fraction | 0.222 |
| clip_range | 0.2 |
| entropy_loss | -8.13 |
| explained_variance | 0.758 |
| learning_rate | 0.0003 |
| loss | 3.22 |
| n_updates | 490 |
| policy_gradient_loss | -0.00285 |
| value_loss | 7.24 |
-----------------------------------------
Current state: Champion.Level4.ChunLiVsZangief
----------------------------------------
| time/ | |
| fps | 80 |
| iterations | 51 |
| time_elapsed | 27438 |
| total_timesteps | 2203200 |
| train/ | |
| approx_kl | 0.02053951 |
| clip_fraction | 0.233 |
| clip_range | 0.2 |
| entropy_loss | -8.12 |
| explained_variance | 0.62 |
| learning_rate | 0.0003 |
| loss | 0.0361 |
| n_updates | 500 |
| policy_gradient_loss | -0.00102 |
| value_loss | 8.59 |
----------------------------------------
Current state: Champion.Level3.ChunLiVsChunLi
-----------------------------------------
| time/ | |
| fps | 81 |
| iterations | 52 |
| time_elapsed | 27504 |
| total_timesteps | 2246400 |
| train/ | |
| approx_kl | 0.020821892 |
| clip_fraction | 0.229 |
| clip_range | 0.2 |
| entropy_loss | -8.12 |
| explained_variance | 0.696 |
| learning_rate | 0.0003 |
| loss | 0.504 |
| n_updates | 510 |
| policy_gradient_loss | 0.00272 |
| value_loss | 11.1 |
-----------------------------------------
Current state: Champion.Level3.ChunLiVsChunLi
-----------------------------------------
| time/ | |
| fps | 83 |
| iterations | 53 |
| time_elapsed | 27570 |
| total_timesteps | 2289600 |
| train/ | |
| approx_kl | 0.017037908 |
| clip_fraction | 0.2 |
| clip_range | 0.2 |
| entropy_loss | -8.12 |
| explained_variance | 0.725 |
| learning_rate | 0.0003 |
| loss | 0.32 |
| n_updates | 520 |
| policy_gradient_loss | -0.00438 |
| value_loss | 8.5 |
-----------------------------------------
Current state: Champion.Level5.ChunLiVsDhalsim
-----------------------------------------
| time/ | |
| fps | 84 |
| iterations | 54 |
| time_elapsed | 27634 |
| total_timesteps | 2332800 |
| train/ | |
| approx_kl | 0.018904792 |
| clip_fraction | 0.205 |
| clip_range | 0.2 |
| entropy_loss | -8.11 |
| explained_variance | 0.739 |
| learning_rate | 0.0003 |
| loss | 0.181 |
| n_updates | 530 |
| policy_gradient_loss | -0.00508 |
| value_loss | 8.05 |
-----------------------------------------
Current state: Champion.Level1.ChunLiVsGuile
-----------------------------------------
| time/ | |
| fps | 85 |
| iterations | 55 |
| time_elapsed | 27702 |
| total_timesteps | 2376000 |
| train/ | |
| approx_kl | 0.018986266 |
| clip_fraction | 0.216 |
| clip_range | 0.2 |
| entropy_loss | -8.11 |
| explained_variance | 0.692 |
| learning_rate | 0.0003 |
| loss | 0.32 |
| n_updates | 540 |
| policy_gradient_loss | 0.000386 |
| value_loss | 8.33 |
-----------------------------------------
Current state: Champion.Level12.ChunLiVsBison
----------------------------------------
| time/ | |
| fps | 87 |
| iterations | 56 |
| time_elapsed | 27766 |
| total_timesteps | 2419200 |
| train/ | |
| approx_kl | 0.01776627 |
| clip_fraction | 0.206 |
| clip_range | 0.2 |
| entropy_loss | -8.11 |
| explained_variance | 0.736 |
| learning_rate | 0.0003 |
| loss | 0.229 |
| n_updates | 550 |
| policy_gradient_loss | -0.000718 |
| value_loss | 7.7 |
----------------------------------------
Current state: Champion.Level9.ChunLiVsBalrog
----------------------------------------
| time/ | |
| fps | 88 |
| iterations | 57 |
| time_elapsed | 27832 |
| total_timesteps | 2462400 |
| train/ | |
| approx_kl | 0.01693204 |
| clip_fraction | 0.188 |
| clip_range | 0.2 |
| entropy_loss | -8.1 |
| explained_variance | 0.75 |
| learning_rate | 0.0003 |
| loss | 0.118 |
| n_updates | 560 |
| policy_gradient_loss | -0.0054 |
| value_loss | 10.4 |
----------------------------------------
Current state: Champion.Level11.ChunLiVsSagat
-----------------------------------------
| time/ | |
| fps | 89 |
| iterations | 58 |
| time_elapsed | 27899 |
| total_timesteps | 2505600 |
| train/ | |
| approx_kl | 0.019971898 |
| clip_fraction | 0.211 |
| clip_range | 0.2 |
| entropy_loss | -8.12 |
| explained_variance | 0.685 |
| learning_rate | 0.0003 |
| loss | 0.938 |
| n_updates | 570 |
| policy_gradient_loss | -0.0017 |
| value_loss | 10.4 |
-----------------------------------------
Current state: Champion.Level11.ChunLiVsSagat
-----------------------------------------
| time/ | |
| fps | 91 |
| iterations | 59 |
| time_elapsed | 27964 |
| total_timesteps | 2548800 |
| train/ | |
| approx_kl | 0.021618541 |
| clip_fraction | 0.226 |
| clip_range | 0.2 |
| entropy_loss | -8.12 |
| explained_variance | 0.679 |
| learning_rate | 0.0003 |
| loss | 0.252 |
| n_updates | 580 |
| policy_gradient_loss | 0.00141 |
| value_loss | 11.1 |
-----------------------------------------
Current state: Champion.Level10.ChunLiVsVega
-----------------------------------------
| time/ | |
| fps | 92 |
| iterations | 60 |
| time_elapsed | 28029 |
| total_timesteps | 2592000 |
| train/ | |
| approx_kl | 0.019610304 |
| clip_fraction | 0.21 |
| clip_range | 0.2 |
| entropy_loss | -8.09 |
| explained_variance | 0.719 |
| learning_rate | 0.0003 |
| loss | 0.315 |
| n_updates | 590 |
| policy_gradient_loss | 0.00148 |
| value_loss | 13.5 |
-----------------------------------------
Current state: Champion.Level6.ChunLiVsRyu
-----------------------------------------
| time/ | |
| fps | 93 |
| iterations | 61 |
| time_elapsed | 28092 |
| total_timesteps | 2635200 |
| train/ | |
| approx_kl | 0.016299905 |
| clip_fraction | 0.187 |
| clip_range | 0.2 |
| entropy_loss | -8.11 |
| explained_variance | 0.736 |
| learning_rate | 0.0003 |
| loss | 0.833 |
| n_updates | 600 |
| policy_gradient_loss | -0.00293 |
| value_loss | 9.74 |
-----------------------------------------
Current state: Champion.Level1.ChunLiVsGuile
-----------------------------------------
| time/ | |
| fps | 95 |
| iterations | 62 |
| time_elapsed | 28157 |
| total_timesteps | 2678400 |
| train/ | |
| approx_kl | 0.018303353 |
| clip_fraction | 0.198 |
| clip_range | 0.2 |
| entropy_loss | -8.14 |
| explained_variance | 0.797 |
| learning_rate | 0.0003 |
| loss | 0.127 |
| n_updates | 610 |
| policy_gradient_loss | -0.00713 |
| value_loss | 6.24 |
-----------------------------------------
Current state: Champion.Level6.ChunLiVsRyu
-----------------------------------------
| time/ | |
| fps | 96 |
| iterations | 63 |
| time_elapsed | 28223 |
| total_timesteps | 2721600 |
| train/ | |
| approx_kl | 0.018367823 |
| clip_fraction | 0.19 |
| clip_range | 0.2 |
| entropy_loss | -8.1 |
| explained_variance | 0.823 |
| learning_rate | 0.0003 |
| loss | 0.339 |
| n_updates | 620 |
| policy_gradient_loss | -0.00159 |
| value_loss | 8.86 |
-----------------------------------------
Current state: Champion.Level10.ChunLiVsVega
-----------------------------------------
| time/ | |
| fps | 97 |
| iterations | 64 |
| time_elapsed | 28289 |
| total_timesteps | 2764800 |
| train/ | |
| approx_kl | 0.016586544 |
| clip_fraction | 0.185 |
| clip_range | 0.2 |
| entropy_loss | -8.14 |
| explained_variance | 0.817 |
| learning_rate | 0.0003 |
| loss | 0.146 |
| n_updates | 630 |
| policy_gradient_loss | -0.00394 |
| value_loss | 6.9 |
-----------------------------------------
Current state: Champion.Level2.ChunLiVsKen
-----------------------------------------
| time/ | |
| fps | 99 |
| iterations | 65 |
| time_elapsed | 28355 |
| total_timesteps | 2808000 |
| train/ | |
| approx_kl | 0.017383525 |
| clip_fraction | 0.188 |
| clip_range | 0.2 |
| entropy_loss | -8.14 |
| explained_variance | 0.798 |
| learning_rate | 0.0003 |
| loss | 0.267 |
| n_updates | 640 |
| policy_gradient_loss | -0.00334 |
| value_loss | 6.53 |
-----------------------------------------
Current state: Champion.Level9.ChunLiVsBalrog
-----------------------------------------
| time/ | |
| fps | 100 |
| iterations | 66 |
| time_elapsed | 28422 |
| total_timesteps | 2851200 |
| train/ | |
| approx_kl | 0.016600495 |
| clip_fraction | 0.187 |
| clip_range | 0.2 |
| entropy_loss | -8.14 |
| explained_variance | 0.736 |
| learning_rate | 0.0003 |
| loss | 0.115 |
| n_updates | 650 |
| policy_gradient_loss | -0.00474 |
| value_loss | 5.51 |
-----------------------------------------
Current state: Champion.Level2.ChunLiVsKen
-----------------------------------------
| time/ | |
| fps | 101 |
| iterations | 67 |
| time_elapsed | 28489 |
| total_timesteps | 2894400 |
| train/ | |
| approx_kl | 0.021707742 |
| clip_fraction | 0.232 |
| clip_range | 0.2 |
| entropy_loss | -8.12 |
| explained_variance | 0.79 |
| learning_rate | 0.0003 |
| loss | 0.08 |
| n_updates | 660 |
| policy_gradient_loss | -0.00258 |
| value_loss | 7 |
-----------------------------------------
Current state: Champion.Level4.ChunLiVsZangief
-----------------------------------------
| time/ | |
| fps | 102 |
| iterations | 68 |
| time_elapsed | 28568 |
| total_timesteps | 2937600 |
| train/ | |
| approx_kl | 0.020427398 |
| clip_fraction | 0.22 |
| clip_range | 0.2 |
| entropy_loss | -8.06 |
| explained_variance | 0.723 |
| learning_rate | 0.0003 |
| loss | 0.459 |
| n_updates | 670 |
| policy_gradient_loss | 0.000891 |
| value_loss | 8.5 |
-----------------------------------------
Current state: Champion.Level1.ChunLiVsGuile
-----------------------------------------
| time/ | |
| fps | 104 |
| iterations | 69 |
| time_elapsed | 28634 |
| total_timesteps | 2980800 |
| train/ | |
| approx_kl | 0.019633507 |
| clip_fraction | 0.228 |
| clip_range | 0.2 |
| entropy_loss | -8.13 |
| explained_variance | 0.764 |
| learning_rate | 0.0003 |
| loss | 1.28 |
| n_updates | 680 |
| policy_gradient_loss | -0.00129 |
| value_loss | 7.1 |
-----------------------------------------
Current state: Champion.Level3.ChunLiVsChunLi
-----------------------------------------
| time/ | |
| fps | 105 |
| iterations | 70 |
| time_elapsed | 28697 |
| total_timesteps | 3024000 |
| train/ | |
| approx_kl | 0.019060554 |
| clip_fraction | 0.201 |
| clip_range | 0.2 |
| entropy_loss | -8.13 |
| explained_variance | 0.742 |
| learning_rate | 0.0003 |
| loss | 0.905 |
| n_updates | 690 |
| policy_gradient_loss | 0.00212 |
| value_loss | 8.7 |
-----------------------------------------
Current state: Champion.Level3.ChunLiVsChunLi
-----------------------------------------
| time/ | |
| fps | 106 |
| iterations | 71 |
| time_elapsed | 28763 |
| total_timesteps | 3067200 |
| train/ | |
| approx_kl | 0.016756061 |
| clip_fraction | 0.178 |
| clip_range | 0.2 |
| entropy_loss | -8.1 |
| explained_variance | 0.847 |
| learning_rate | 0.0003 |
| loss | 0.746 |
| n_updates | 700 |
| policy_gradient_loss | -0.0025 |
| value_loss | 7.51 |
-----------------------------------------
Current state: Champion.Level4.ChunLiVsZangief
-----------------------------------------
| time/ | |
| fps | 107 |
| iterations | 72 |
| time_elapsed | 28827 |
| total_timesteps | 3110400 |
| train/ | |
| approx_kl | 0.021146594 |
| clip_fraction | 0.237 |
| clip_range | 0.2 |
| entropy_loss | -8.1 |
| explained_variance | 0.82 |
| learning_rate | 0.0003 |
| loss | 0.056 |
| n_updates | 710 |
| policy_gradient_loss | -0.00257 |
| value_loss | 5.43 |
-----------------------------------------
Current state: Champion.Level6.ChunLiVsRyu
-----------------------------------------
| time/ | |
| fps | 109 |
| iterations | 73 |
| time_elapsed | 28893 |
| total_timesteps | 3153600 |
| train/ | |
| approx_kl | 0.021884223 |
| clip_fraction | 0.231 |
| clip_range | 0.2 |
| entropy_loss | -8.11 |
| explained_variance | 0.766 |
| learning_rate | 0.0003 |
| loss | 0.143 |
| n_updates | 720 |
| policy_gradient_loss | -0.00117 |
| value_loss | 6.34 |
-----------------------------------------
Current state: Champion.Level12.ChunLiVsBison
-----------------------------------------
| time/ | |
| fps | 110 |
| iterations | 74 |
| time_elapsed | 28958 |
| total_timesteps | 3196800 |
| train/ | |
| approx_kl | 0.017874984 |
| clip_fraction | 0.194 |
| clip_range | 0.2 |
| entropy_loss | -8.09 |
| explained_variance | 0.834 |
| learning_rate | 0.0003 |
| loss | 0.268 |
| n_updates | 730 |
| policy_gradient_loss | -0.00408 |
| value_loss | 6.86 |
-----------------------------------------
Current state: Champion.Level12.ChunLiVsBison
-----------------------------------------
| time/ | |
| fps | 111 |
| iterations | 75 |
| time_elapsed | 29023 |
| total_timesteps | 3240000 |
| train/ | |
| approx_kl | 0.018310113 |
| clip_fraction | 0.2 |
| clip_range | 0.2 |
| entropy_loss | -8.13 |
| explained_variance | 0.879 |
| learning_rate | 0.0003 |
| loss | 0.195 |
| n_updates | 740 |
| policy_gradient_loss | -0.000226 |
| value_loss | 5.71 |
-----------------------------------------
Current state: Champion.Level3.ChunLiVsChunLi
-----------------------------------------
| time/ | |
| fps | 112 |
| iterations | 76 |
| time_elapsed | 29087 |
| total_timesteps | 3283200 |
| train/ | |
| approx_kl | 0.022612492 |
| clip_fraction | 0.217 |
| clip_range | 0.2 |
| entropy_loss | -8.09 |
| explained_variance | 0.835 |
| learning_rate | 0.0003 |
| loss | 0.866 |
| n_updates | 750 |
| policy_gradient_loss | -0.000449 |
| value_loss | 6.83 |
-----------------------------------------
Current state: Champion.Level2.ChunLiVsKen
-----------------------------------------
| time/ | |
| fps | 114 |
| iterations | 77 |
| time_elapsed | 29153 |
| total_timesteps | 3326400 |
| train/ | |
| approx_kl | 0.022917483 |
| clip_fraction | 0.231 |
| clip_range | 0.2 |
| entropy_loss | -8.05 |
| explained_variance | 0.803 |
| learning_rate | 0.0003 |
| loss | 0.137 |
| n_updates | 760 |
| policy_gradient_loss | 0.00265 |
| value_loss | 10.3 |
-----------------------------------------
Current state: Champion.Level2.ChunLiVsKen
-----------------------------------------
| time/ | |
| fps | 115 |
| iterations | 78 |
| time_elapsed | 29219 |
| total_timesteps | 3369600 |
| train/ | |
| approx_kl | 0.021332797 |
| clip_fraction | 0.223 |
| clip_range | 0.2 |
| entropy_loss | -8.09 |
| explained_variance | 0.786 |
| learning_rate | 0.0003 |
| loss | 0.0802 |
| n_updates | 770 |
| policy_gradient_loss | -0.00277 |
| value_loss | 5.3 |
-----------------------------------------
Current state: Champion.Level8.ChunLiVsBlanka
-----------------------------------------
| time/ | |
| fps | 116 |
| iterations | 79 |
| time_elapsed | 29286 |
| total_timesteps | 3412800 |
| train/ | |
| approx_kl | 0.020077702 |
| clip_fraction | 0.221 |
| clip_range | 0.2 |
| entropy_loss | -8.07 |
| explained_variance | 0.812 |
| learning_rate | 0.0003 |
| loss | 0.991 |
| n_updates | 780 |
| policy_gradient_loss | -0.000672 |
| value_loss | 7.39 |
-----------------------------------------
Current state: Champion.Level10.ChunLiVsVega
-----------------------------------------
| time/ | |
| fps | 117 |
| iterations | 80 |
| time_elapsed | 29355 |
| total_timesteps | 3456000 |
| train/ | |
| approx_kl | 0.020250982 |
| clip_fraction | 0.217 |
| clip_range | 0.2 |
| entropy_loss | -8.03 |
| explained_variance | 0.787 |
| learning_rate | 0.0003 |
| loss | 0.852 |
| n_updates | 790 |
| policy_gradient_loss | 8.91e-05 |
| value_loss | 7.14 |
-----------------------------------------
Current state: Champion.Level1.ChunLiVsGuile
----------------------------------------
| time/ | |
| fps | 118 |
| iterations | 81 |
| time_elapsed | 29424 |
| total_timesteps | 3499200 |
| train/ | |
| approx_kl | 0.02181445 |
| clip_fraction | 0.242 |
| clip_range | 0.2 |
| entropy_loss | -8.05 |
| explained_variance | 0.819 |
| learning_rate | 0.0003 |
| loss | 0.555 |
| n_updates | 800 |
| policy_gradient_loss | -2.95e-05 |
| value_loss | 6.42 |
----------------------------------------
Current state: Champion.Level11.ChunLiVsSagat
-----------------------------------------
| time/ | |
| fps | 120 |
| iterations | 82 |
| time_elapsed | 29493 |
| total_timesteps | 3542400 |
| train/ | |
| approx_kl | 0.019185571 |
| clip_fraction | 0.213 |
| clip_range | 0.2 |
| entropy_loss | -8.01 |
| explained_variance | 0.81 |
| learning_rate | 0.0003 |
| loss | 0.226 |
| n_updates | 810 |
| policy_gradient_loss | -0.00135 |
| value_loss | 6.76 |
-----------------------------------------
Current state: Champion.Level1.ChunLiVsGuile
-----------------------------------------
| time/ | |
| fps | 121 |
| iterations | 83 |
| time_elapsed | 29561 |
| total_timesteps | 3585600 |
| train/ | |
| approx_kl | 0.021081235 |
| clip_fraction | 0.204 |
| clip_range | 0.2 |
| entropy_loss | -8.01 |
| explained_variance | 0.87 |
| learning_rate | 0.0003 |
| loss | 0.788 |
| n_updates | 820 |
| policy_gradient_loss | -0.00494 |
| value_loss | 4.8 |
-----------------------------------------
Current state: Champion.Level6.ChunLiVsRyu
-----------------------------------------
| time/ | |
| fps | 122 |
| iterations | 84 |
| time_elapsed | 29630 |
| total_timesteps | 3628800 |
| train/ | |
| approx_kl | 0.021089073 |
| clip_fraction | 0.217 |
| clip_range | 0.2 |
| entropy_loss | -8.02 |
| explained_variance | 0.778 |
| learning_rate | 0.0003 |
| loss | 0.325 |
| n_updates | 830 |
| policy_gradient_loss | 0.000908 |
| value_loss | 7.47 |
-----------------------------------------
Current state: Champion.Level6.ChunLiVsRyu
-----------------------------------------
| time/ | |
| fps | 123 |
| iterations | 85 |
| time_elapsed | 29695 |
| total_timesteps | 3672000 |
| train/ | |
| approx_kl | 0.020511039 |
| clip_fraction | 0.2 |
| clip_range | 0.2 |
| entropy_loss | -8.05 |
| explained_variance | 0.835 |
| learning_rate | 0.0003 |
| loss | 2.63 |
| n_updates | 840 |
| policy_gradient_loss | -0.00219 |
| value_loss | 6.13 |
-----------------------------------------
Current state: Champion.Level6.ChunLiVsRyu
-----------------------------------------
| time/ | |
| fps | 124 |
| iterations | 86 |
| time_elapsed | 29765 |
| total_timesteps | 3715200 |
| train/ | |
| approx_kl | 0.022633119 |
| clip_fraction | 0.213 |
| clip_range | 0.2 |
| entropy_loss | -8.07 |
| explained_variance | 0.819 |
| learning_rate | 0.0003 |
| loss | 0.044 |
| n_updates | 850 |
| policy_gradient_loss | -0.00243 |
| value_loss | 7.23 |
-----------------------------------------
Current state: Champion.Level8.ChunLiVsBlanka
-----------------------------------------
| time/ | |
| fps | 125 |
| iterations | 87 |
| time_elapsed | 29835 |
| total_timesteps | 3758400 |
| train/ | |
| approx_kl | 0.021649476 |
| clip_fraction | 0.199 |
| clip_range | 0.2 |
| entropy_loss | -8.1 |
| explained_variance | 0.832 |
| learning_rate | 0.0003 |
| loss | 0.0906 |
| n_updates | 860 |
| policy_gradient_loss | -0.00575 |
| value_loss | 5.31 |
-----------------------------------------
Current state: Champion.Level9.ChunLiVsBalrog
-----------------------------------------
| time/ | |
| fps | 127 |
| iterations | 88 |
| time_elapsed | 29905 |
| total_timesteps | 3801600 |
| train/ | |
| approx_kl | 0.024564344 |
| clip_fraction | 0.209 |
| clip_range | 0.2 |
| entropy_loss | -8.1 |
| explained_variance | 0.836 |
| learning_rate | 0.0003 |
| loss | 0.465 |
| n_updates | 870 |
| policy_gradient_loss | -0.00344 |
| value_loss | 6.68 |
-----------------------------------------
Current state: Champion.Level9.ChunLiVsBalrog
-----------------------------------------
| time/ | |
| fps | 128 |
| iterations | 89 |
| time_elapsed | 29976 |
| total_timesteps | 3844800 |
| train/ | |
| approx_kl | 0.026778972 |
| clip_fraction | 0.276 |
| clip_range | 0.2 |
| entropy_loss | -8.07 |
| explained_variance | 0.779 |
| learning_rate | 0.0003 |
| loss | 1.58 |
| n_updates | 880 |
| policy_gradient_loss | 0.002 |
| value_loss | 5.74 |
-----------------------------------------
Current state: Champion.Level9.ChunLiVsBalrog
-----------------------------------------
| time/ | |
| fps | 129 |
| iterations | 90 |
| time_elapsed | 30044 |
| total_timesteps | 3888000 |
| train/ | |
| approx_kl | 0.024717111 |
| clip_fraction | 0.243 |
| clip_range | 0.2 |
| entropy_loss | -8.09 |
| explained_variance | 0.686 |
| learning_rate | 0.0003 |
| loss | 0.18 |
| n_updates | 890 |
| policy_gradient_loss | 0.00627 |
| value_loss | 11.7 |
-----------------------------------------
Current state: Champion.Level7.ChunLiVsEHonda
----------------------------------------
| time/ | |
| fps | 130 |
| iterations | 91 |
| time_elapsed | 30113 |
| total_timesteps | 3931200 |
| train/ | |
| approx_kl | 0.02501726 |
| clip_fraction | 0.236 |
| clip_range | 0.2 |
| entropy_loss | -8.09 |
| explained_variance | 0.769 |
| learning_rate | 0.0003 |
| loss | 0.317 |
| n_updates | 900 |
| policy_gradient_loss | 0.00287 |
| value_loss | 8.92 |
----------------------------------------
Current state: Champion.Level1.ChunLiVsGuile
----------------------------------------
| time/ | |
| fps | 131 |
| iterations | 92 |
| time_elapsed | 30183 |
| total_timesteps | 3974400 |
| train/ | |
| approx_kl | 0.02642812 |
| clip_fraction | 0.244 |
| clip_range | 0.2 |
| entropy_loss | -8.08 |
| explained_variance | 0.765 |
| learning_rate | 0.0003 |
| loss | 0.311 |
| n_updates | 910 |
| policy_gradient_loss | 0.00265 |
| value_loss | 11.3 |
----------------------------------------
Current state: Champion.Level12.ChunLiVsBison
----------------------------------------
| time/ | |
| fps | 132 |
| iterations | 93 |
| time_elapsed | 30252 |
| total_timesteps | 4017600 |
| train/ | |
| approx_kl | 0.02867736 |
| clip_fraction | 0.304 |
| clip_range | 0.2 |
| entropy_loss | -7.94 |
| explained_variance | 0.837 |
| learning_rate | 0.0003 |
| loss | 0.505 |
| n_updates | 920 |
| policy_gradient_loss | 0.0105 |
| value_loss | 12.8 |
----------------------------------------
Current state: Champion.Level2.ChunLiVsKen
-----------------------------------------
| time/ | |
| fps | 133 |
| iterations | 94 |
| time_elapsed | 30322 |
| total_timesteps | 4060800 |
| train/ | |
| approx_kl | 0.021006063 |
| clip_fraction | 0.219 |
| clip_range | 0.2 |
| entropy_loss | -8.08 |
| explained_variance | 0.736 |
| learning_rate | 0.0003 |
| loss | 0.195 |
| n_updates | 930 |
| policy_gradient_loss | -0.00198 |
| value_loss | 6.34 |
-----------------------------------------
Current state: Champion.Level2.ChunLiVsKen
-----------------------------------------
| time/ | |
| fps | 135 |
| iterations | 95 |
| time_elapsed | 30393 |
| total_timesteps | 4104000 |
| train/ | |
| approx_kl | 0.023537166 |
| clip_fraction | 0.211 |
| clip_range | 0.2 |
| entropy_loss | -8.13 |
| explained_variance | 0.804 |
| learning_rate | 0.0003 |
| loss | 0.867 |
| n_updates | 940 |
| policy_gradient_loss | -0.00212 |
| value_loss | 8.02 |
-----------------------------------------
Current state: Champion.Level3.ChunLiVsChunLi
-----------------------------------------
| time/ | |
| fps | 136 |
| iterations | 96 |
| time_elapsed | 30463 |
| total_timesteps | 4147200 |
| train/ | |
| approx_kl | 0.028692458 |
| clip_fraction | 0.251 |
| clip_range | 0.2 |
| entropy_loss | -8.02 |
| explained_variance | 0.855 |
| learning_rate | 0.0003 |
| loss | 0.462 |
| n_updates | 950 |
| policy_gradient_loss | 0.00114 |
| value_loss | 7.36 |
-----------------------------------------
Current state: Champion.Level1.ChunLiVsGuile
-----------------------------------------
| time/ | |
| fps | 137 |
| iterations | 97 |
| time_elapsed | 30533 |
| total_timesteps | 4190400 |
| train/ | |
| approx_kl | 0.029239332 |
| clip_fraction | 0.256 |
| clip_range | 0.2 |
| entropy_loss | -7.98 |
| explained_variance | 0.851 |
| learning_rate | 0.0003 |
| loss | 0.364 |
| n_updates | 960 |
| policy_gradient_loss | 0.00631 |
| value_loss | 7.1 |
-----------------------------------------
Current state: Champion.Level11.ChunLiVsSagat
-----------------------------------------
| time/ | |
| fps | 138 |
| iterations | 98 |
| time_elapsed | 30603 |
| total_timesteps | 4233600 |
| train/ | |
| approx_kl | 0.029852876 |
| clip_fraction | 0.288 |
| clip_range | 0.2 |
| entropy_loss | -8.01 |
| explained_variance | 0.783 |
| learning_rate | 0.0003 |
| loss | 0.375 |
| n_updates | 970 |
| policy_gradient_loss | 0.00439 |
| value_loss | 8.48 |
-----------------------------------------
Current state: Champion.Level3.ChunLiVsChunLi
-----------------------------------------
| time/ | |
| fps | 139 |
| iterations | 99 |
| time_elapsed | 30672 |
| total_timesteps | 4276800 |
| train/ | |
| approx_kl | 0.022819508 |
| clip_fraction | 0.233 |
| clip_range | 0.2 |
| entropy_loss | -8.08 |
| explained_variance | 0.782 |
| learning_rate | 0.0003 |
| loss | 0.0532 |
| n_updates | 980 |
| policy_gradient_loss | 4.03e-05 |
| value_loss | 6.87 |
-----------------------------------------
Current state: Champion.Level5.ChunLiVsDhalsim
-----------------------------------------
| time/ | |
| fps | 140 |
| iterations | 100 |
| time_elapsed | 30740 |
| total_timesteps | 4320000 |
| train/ | |
| approx_kl | 0.028178426 |
| clip_fraction | 0.25 |
| clip_range | 0.2 |
| entropy_loss | -7.95 |
| explained_variance | 0.856 |
| learning_rate | 0.0003 |
| loss | 0.744 |
| n_updates | 990 |
| policy_gradient_loss | 0.00621 |
| value_loss | 8.54 |
-----------------------------------------
Current state: Champion.Level7.ChunLiVsEHonda
-----------------------------------------
| time/ | |
| fps | 141 |
| iterations | 101 |
| time_elapsed | 30808 |
| total_timesteps | 4363200 |
| train/ | |
| approx_kl | 0.022431884 |
| clip_fraction | 0.23 |
| clip_range | 0.2 |
| entropy_loss | -8.05 |
| explained_variance | 0.77 |
| learning_rate | 0.0003 |
| loss | 0.272 |
| n_updates | 1000 |
| policy_gradient_loss | 0.00136 |
| value_loss | 8.66 |
-----------------------------------------
Reference in New Issue View Git Blame Copy Permalink