vgainullin commited on
Commit
5e61524
·
verified ·
1 Parent(s): 9417ebe
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@@ -37,3 +37,4 @@
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  {"generation": 14, "eval/best_score": 19.8698, "eval/mean_score": 26.142191666666665, "eval/worst_score": 29.3052, "train/mean_loss": 0.7139666137238964, "hof/score": 18.4899, "hof/agent_id": "gen12_agent1", "train/rank_1_loss": 0.9361747657507657, "eval/rank_1_score": 19.8698, "train/rank_2_loss": 0.7414208328910172, "eval/rank_2_score": 21.5948, "train/rank_3_loss": 0.5108853632956744, "eval/rank_3_score": 23.2143, "train/rank_4_loss": 0.8303571938350797, "eval/rank_4_score": 25.0813, "train/rank_5_loss": 0.7127005375549197, "eval/rank_5_score": 26.3603, "train/rank_6_loss": 0.8101246612519026, "eval/rank_6_score": 27.0599, "train/rank_7_loss": 0.9886647044867277, "eval/rank_7_score": 27.2422, "train/rank_8_loss": 0.5062127348780632, "eval/rank_8_score": 27.5608, "train/rank_9_loss": 0.7078101999685168, "eval/rank_9_score": 28.4306, "train/rank_10_loss": 0.5117036089301109, "eval/rank_10_score": 28.981, "train/rank_11_loss": 0.6677075910568238, "eval/rank_11_score": 29.0061, "train/rank_12_loss": 0.6438371707871556, "eval/rank_12_score": 29.3052}
38
  {"generation": 15, "eval/best_score": 20.271, "eval/mean_score": 26.601241666666667, "eval/worst_score": 29.1392, "train/mean_loss": 0.7763157489461202, "hof/score": 18.4899, "hof/agent_id": "gen12_agent1", "train/rank_1_loss": 0.785721225477755, "eval/rank_1_score": 20.271, "train/rank_2_loss": 0.8047048849612475, "eval/rank_2_score": 23.8008, "train/rank_3_loss": 0.5949751723185182, "eval/rank_3_score": 23.8909, "train/rank_4_loss": 0.8272192921489477, "eval/rank_4_score": 25.5527, "train/rank_5_loss": 0.9286556226760149, "eval/rank_5_score": 27.4304, "train/rank_6_loss": 0.7907763073593378, "eval/rank_6_score": 27.707, "train/rank_7_loss": 0.9661620013415814, "eval/rank_7_score": 27.7172, "train/rank_8_loss": 0.8015211662650108, "eval/rank_8_score": 27.9226, "train/rank_9_loss": 0.9640953025221825, "eval/rank_9_score": 27.9562, "train/rank_10_loss": 0.6274221340939402, "eval/rank_10_score": 28.7216, "train/rank_11_loss": 0.6056906281784177, "eval/rank_11_score": 29.1053, "train/rank_12_loss": 0.6188452500104904, "eval/rank_12_score": 29.1392}
39
  {"generation": 16, "eval/best_score": 21.0013, "eval/mean_score": 25.989675000000005, "eval/worst_score": 28.6396, "train/mean_loss": 0.6684793653742721, "hof/score": 18.4899, "hof/agent_id": "gen12_agent1", "train/rank_1_loss": 0.5884104688093066, "eval/rank_1_score": 21.0013, "train/rank_2_loss": 0.7381127528101206, "eval/rank_2_score": 22.1822, "train/rank_3_loss": 0.7419027830660343, "eval/rank_3_score": 24.7708, "train/rank_4_loss": 0.6854413592815399, "eval/rank_4_score": 25.2893, "train/rank_5_loss": 0.6834323269873858, "eval/rank_5_score": 25.82, "train/rank_6_loss": 0.5748529712855815, "eval/rank_6_score": 26.2466, "train/rank_7_loss": 0.6141966419294477, "eval/rank_7_score": 26.279, "train/rank_8_loss": 0.648640034198761, "eval/rank_8_score": 26.7224, "train/rank_9_loss": 0.7891015932708979, "eval/rank_9_score": 27.8404, "train/rank_10_loss": 0.6886196598410607, "eval/rank_10_score": 28.4506, "train/rank_11_loss": 0.5388486524298787, "eval/rank_11_score": 28.6339, "train/rank_12_loss": 0.7301931405812502, "eval/rank_12_score": 28.6396}
 
 
37
  {"generation": 14, "eval/best_score": 19.8698, "eval/mean_score": 26.142191666666665, "eval/worst_score": 29.3052, "train/mean_loss": 0.7139666137238964, "hof/score": 18.4899, "hof/agent_id": "gen12_agent1", "train/rank_1_loss": 0.9361747657507657, "eval/rank_1_score": 19.8698, "train/rank_2_loss": 0.7414208328910172, "eval/rank_2_score": 21.5948, "train/rank_3_loss": 0.5108853632956744, "eval/rank_3_score": 23.2143, "train/rank_4_loss": 0.8303571938350797, "eval/rank_4_score": 25.0813, "train/rank_5_loss": 0.7127005375549197, "eval/rank_5_score": 26.3603, "train/rank_6_loss": 0.8101246612519026, "eval/rank_6_score": 27.0599, "train/rank_7_loss": 0.9886647044867277, "eval/rank_7_score": 27.2422, "train/rank_8_loss": 0.5062127348780632, "eval/rank_8_score": 27.5608, "train/rank_9_loss": 0.7078101999685168, "eval/rank_9_score": 28.4306, "train/rank_10_loss": 0.5117036089301109, "eval/rank_10_score": 28.981, "train/rank_11_loss": 0.6677075910568238, "eval/rank_11_score": 29.0061, "train/rank_12_loss": 0.6438371707871556, "eval/rank_12_score": 29.3052}
38
  {"generation": 15, "eval/best_score": 20.271, "eval/mean_score": 26.601241666666667, "eval/worst_score": 29.1392, "train/mean_loss": 0.7763157489461202, "hof/score": 18.4899, "hof/agent_id": "gen12_agent1", "train/rank_1_loss": 0.785721225477755, "eval/rank_1_score": 20.271, "train/rank_2_loss": 0.8047048849612475, "eval/rank_2_score": 23.8008, "train/rank_3_loss": 0.5949751723185182, "eval/rank_3_score": 23.8909, "train/rank_4_loss": 0.8272192921489477, "eval/rank_4_score": 25.5527, "train/rank_5_loss": 0.9286556226760149, "eval/rank_5_score": 27.4304, "train/rank_6_loss": 0.7907763073593378, "eval/rank_6_score": 27.707, "train/rank_7_loss": 0.9661620013415814, "eval/rank_7_score": 27.7172, "train/rank_8_loss": 0.8015211662650108, "eval/rank_8_score": 27.9226, "train/rank_9_loss": 0.9640953025221825, "eval/rank_9_score": 27.9562, "train/rank_10_loss": 0.6274221340939402, "eval/rank_10_score": 28.7216, "train/rank_11_loss": 0.6056906281784177, "eval/rank_11_score": 29.1053, "train/rank_12_loss": 0.6188452500104904, "eval/rank_12_score": 29.1392}
39
  {"generation": 16, "eval/best_score": 21.0013, "eval/mean_score": 25.989675000000005, "eval/worst_score": 28.6396, "train/mean_loss": 0.6684793653742721, "hof/score": 18.4899, "hof/agent_id": "gen12_agent1", "train/rank_1_loss": 0.5884104688093066, "eval/rank_1_score": 21.0013, "train/rank_2_loss": 0.7381127528101206, "eval/rank_2_score": 22.1822, "train/rank_3_loss": 0.7419027830660343, "eval/rank_3_score": 24.7708, "train/rank_4_loss": 0.6854413592815399, "eval/rank_4_score": 25.2893, "train/rank_5_loss": 0.6834323269873858, "eval/rank_5_score": 25.82, "train/rank_6_loss": 0.5748529712855815, "eval/rank_6_score": 26.2466, "train/rank_7_loss": 0.6141966419294477, "eval/rank_7_score": 26.279, "train/rank_8_loss": 0.648640034198761, "eval/rank_8_score": 26.7224, "train/rank_9_loss": 0.7891015932708979, "eval/rank_9_score": 27.8404, "train/rank_10_loss": 0.6886196598410607, "eval/rank_10_score": 28.4506, "train/rank_11_loss": 0.5388486524298787, "eval/rank_11_score": 28.6339, "train/rank_12_loss": 0.7301931405812502, "eval/rank_12_score": 28.6396}
40
+ {"generation": 17, "eval/best_score": 21.0044, "eval/mean_score": 26.06716666666667, "eval/worst_score": 29.3849, "train/mean_loss": 0.7112185052906473, "hof/score": 18.4899, "hof/agent_id": "gen12_agent1", "train/rank_1_loss": 0.7760734537243843, "eval/rank_1_score": 21.0044, "train/rank_2_loss": 0.8150243734940886, "eval/rank_2_score": 22.1588, "train/rank_3_loss": 0.6182112158089876, "eval/rank_3_score": 23.7127, "train/rank_4_loss": 0.5898693898692727, "eval/rank_4_score": 25.7618, "train/rank_5_loss": 0.6548440773785115, "eval/rank_5_score": 26.08, "train/rank_6_loss": 0.7682971606403589, "eval/rank_6_score": 26.5062, "train/rank_7_loss": 0.6985501446947455, "eval/rank_7_score": 26.6893, "train/rank_8_loss": 0.7203087471425533, "eval/rank_8_score": 27.0644, "train/rank_9_loss": 0.7393747514486313, "eval/rank_9_score": 27.2619, "train/rank_10_loss": 0.7477624522894621, "eval/rank_10_score": 28.4969, "train/rank_11_loss": 0.7375395226478577, "eval/rank_11_score": 28.6847, "train/rank_12_loss": 0.6687667743489146, "eval/rank_12_score": 29.3849}
run.log CHANGED
@@ -1695,3 +1695,42 @@ League evaluation...
1695
  gen17_agent7 (v2): avg_score=22.159 lr=1.01e-03 hid=512
1696
  gen17_agent8 (v2): avg_score=26.080 lr=1.16e-03 hid=128
1697
  gen17_agent9 (v2): avg_score=27.064 lr=1.20e-03 hid=256
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1695
  gen17_agent7 (v2): avg_score=22.159 lr=1.01e-03 hid=512
1696
  gen17_agent8 (v2): avg_score=26.080 lr=1.16e-03 hid=128
1697
  gen17_agent9 (v2): avg_score=27.064 lr=1.20e-03 hid=256
1698
+ Uploaded gen 17 results to vgainullin/golf-tournament
1699
+
1700
+ Generation 17 results (174s):
1701
+ #1 gen17_agent2 (v2): avg_score=21.0044 lr=1.20e-03 hid=512 *
1702
+ #2 gen17_agent7 (v2): avg_score=22.1588 lr=1.01e-03 hid=512
1703
+ #3 gen17_agent1 (v2): avg_score=23.7127 lr=1.01e-03 hid=128
1704
+ #4 gen16_agent7 (v2): avg_score=25.7618 lr=1.01e-03 hid=256
1705
+ #5 gen17_agent8 (v2): avg_score=26.08 lr=1.16e-03 hid=128
1706
+
1707
+ Injected hall-of-fame gen12_agent1 (replacing gen18_agent0)
1708
+ === Generation 18/20 ===
1709
+ Training (round 1)...
1710
+ epsilon=0.060
1711
+ gen17_agent2 (v2): trained 1000 vectorized eps, buf=100,000, loss=0.7171, eps=0.060
1712
+ gen17_agent7 (v2): trained 1000 vectorized eps, buf=100,000, loss=0.5945, eps=0.060
1713
+ gen12_agent1 (v2): trained 1000 vectorized eps, buf=100,000, loss=0.7494, eps=0.060
1714
+ gen18_agent1 (v2): trained 1000 vectorized eps, buf=100,000, loss=0.4720, eps=0.110
1715
+ gen18_agent2 (v2): trained 1000 vectorized eps, buf=100,000, loss=0.4712, eps=0.110
1716
+ gen18_agent3 (v2): trained 1000 vectorized eps, buf=100,000, loss=0.4777, eps=0.110
1717
+ gen18_agent4 (v2): trained 1000 vectorized eps, buf=100,000, loss=0.8022, eps=0.110
1718
+ gen18_agent5 (v2): trained 1000 vectorized eps, buf=100,000, loss=0.7964, eps=0.110
1719
+ gen18_agent6 (v2): trained 1000 vectorized eps, buf=100,000, loss=0.3511, eps=0.110
1720
+ gen18_agent7 (v2): trained 1000 vectorized eps, buf=100,000, loss=0.6830, eps=0.110
1721
+ gen18_agent8 (v2): trained 1000 vectorized eps, buf=100,000, loss=0.5666, eps=0.110
1722
+ gen18_agent9 (v2): trained 1000 vectorized eps, buf=100,000, loss=0.5043, eps=0.110
1723
+ League evaluation...
1724
+ 12 agents, 1000 games each, 9 holes/game
1725
+ gen17_agent2 (v2): avg_score=25.162 lr=1.20e-03 hid=512
1726
+ gen17_agent7 (v2): avg_score=25.406 lr=1.01e-03 hid=512
1727
+ gen12_agent1 (v2): avg_score=26.107 lr=1.20e-03 hid=512
1728
+ gen18_agent1 (v2): avg_score=27.579 lr=1.02e-03 hid=128
1729
+ gen18_agent2 (v2): avg_score=26.705 lr=1.16e-03 hid=128
1730
+ gen18_agent3 (v2): avg_score=27.237 lr=1.16e-03 hid=128
1731
+ gen18_agent4 (v2): avg_score=24.959 lr=1.20e-03 hid=512
1732
+ gen18_agent5 (v2): avg_score=25.665 lr=1.20e-03 hid=512
1733
+ gen18_agent6 (v2): avg_score=20.665 lr=1.01e-03 hid=512
1734
+ gen18_agent7 (v2): avg_score=27.923 lr=1.01e-03 hid=512
1735
+ gen18_agent8 (v2): avg_score=28.562 lr=1.01e-03 hid=128
1736
+ gen18_agent9 (v2): avg_score=26.902 lr=1.01e-03 hid=256