gen 17

champion.pt

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:c9bb60073918ad3eaefedfbdc890d100c90858b942aab671229ad68cf64947be
-size 4515149
+oid sha256:318ef1d58bd7d2f10bbdbd9e76652ff723648c12af578f8c2961720423eb2f17
+size 10044749

gen_017/generation_summary.json

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-  "best_agent": "gen17_agent8",
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+  "best_agent": "gen17_agent2",
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 }

loss_history.json

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     0.8304026724398136,
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 }

metrics_log.jsonl

@@ -36,3 +36,4 @@
 {"generation": 13, "eval/best_score": 20.2471, "eval/mean_score": 26.7223, "eval/worst_score": 29.3967, "train/mean_loss": 0.6478293516564493, "hof/score": 18.4899, "hof/agent_id": "gen12_agent1", "train/rank_1_loss": 0.9903815664723515, "eval/rank_1_score": 20.2471, "train/rank_2_loss": 0.5217032448202371, "eval/rank_2_score": 22.7092, "train/rank_3_loss": 0.5110383269749582, "eval/rank_3_score": 22.7158, "train/rank_4_loss": 0.8304026724398136, "eval/rank_4_score": 25.6573, "train/rank_5_loss": 0.596478542983532, "eval/rank_5_score": 26.7402, "train/rank_6_loss": 0.6389828571677207, "eval/rank_6_score": 28.1677, "train/rank_7_loss": 0.6890510689839721, "eval/rank_7_score": 28.1993, "train/rank_8_loss": 0.6031299750879406, "eval/rank_8_score": 28.9314, "train/rank_9_loss": 0.49243213430047034, "eval/rank_9_score": 29.1898, "train/rank_10_loss": 0.5934243125468492, "eval/rank_10_score": 29.323, "train/rank_11_loss": 0.655656685270369, "eval/rank_11_score": 29.3901, "train/rank_12_loss": 0.6512708328291774, "eval/rank_12_score": 29.3967}
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run.log

@@ -1656,3 +1656,42 @@ League evaluation...
   gen16_agent7 (v2): avg_score=22.182 lr=1.01e-03 hid=256
   gen16_agent8 (v2): avg_score=26.279 lr=9.57e-04 hid=512
   gen16_agent9 (v2): avg_score=26.247 lr=1.20e-03 hid=512
+  Uploaded gen 16 results to vgainullin/golf-tournament
+
+Generation 16 results (179s):
+  #1 gen16_agent1 (v2): avg_score=21.0013 lr=1.20e-03 hid=256 *
+  #2 gen16_agent7 (v2): avg_score=22.1822 lr=1.01e-03 hid=256
+  #3 gen15_agent7 (v2): avg_score=24.7708 lr=1.20e-03 hid=256
+  #4 gen16_agent2 (v2): avg_score=25.2893 lr=1.01e-03 hid=128
+  #5 gen16_agent5 (v2): avg_score=25.82 lr=1.01e-03 hid=128
+
+  Injected hall-of-fame gen12_agent1 (replacing gen17_agent0)
+=== Generation 17/20 ===
+Training (round 1)...
+  epsilon=0.080
+  gen16_agent1 (v2): trained 1000 vectorized eps, buf=100,000, loss=0.6986, eps=0.080
+  gen16_agent7 (v2): trained 1000 vectorized eps, buf=100,000, loss=0.5899, eps=0.080
+  gen12_agent1 (v2): trained 1000 vectorized eps, buf=100,000, loss=0.7683, eps=0.080
+  gen17_agent1 (v2): trained 1000 vectorized eps, buf=100,000, loss=0.6182, eps=0.130
+  gen17_agent2 (v2): trained 1000 vectorized eps, buf=100,000, loss=0.7761, eps=0.130
+  gen17_agent3 (v2): trained 1000 vectorized eps, buf=100,000, loss=0.6688, eps=0.130
+  gen17_agent4 (v2): trained 1000 vectorized eps, buf=100,000, loss=0.7478, eps=0.130
+  gen17_agent5 (v2): trained 1000 vectorized eps, buf=100,000, loss=0.7375, eps=0.130
+  gen17_agent6 (v2): trained 1000 vectorized eps, buf=100,000, loss=0.7394, eps=0.130
+  gen17_agent7 (v2): trained 1000 vectorized eps, buf=100,000, loss=0.8150, eps=0.130
+  gen17_agent8 (v2): trained 1000 vectorized eps, buf=100,000, loss=0.6548, eps=0.130
+  gen17_agent9 (v2): trained 1000 vectorized eps, buf=100,000, loss=0.7203, eps=0.130
+League evaluation...
+  12 agents, 1000 games each, 9 holes/game
+  gen16_agent1 (v2): avg_score=26.689 lr=1.20e-03 hid=256
+  gen16_agent7 (v2): avg_score=25.762 lr=1.01e-03 hid=256
+  gen12_agent1 (v2): avg_score=26.506 lr=1.20e-03 hid=512
+  gen17_agent1 (v2): avg_score=23.713 lr=1.01e-03 hid=128
+  gen17_agent2 (v2): avg_score=21.004 lr=1.20e-03 hid=512
+  gen17_agent3 (v2): avg_score=29.385 lr=1.20e-03 hid=256
+  gen17_agent4 (v2): avg_score=28.497 lr=1.20e-03 hid=256
+  gen17_agent5 (v2): avg_score=28.685 lr=1.34e-03 hid=256
+  gen17_agent6 (v2): avg_score=27.262 lr=1.20e-03 hid=256
+  gen17_agent7 (v2): avg_score=22.159 lr=1.01e-03 hid=512
+  gen17_agent8 (v2): avg_score=26.080 lr=1.16e-03 hid=128
+  gen17_agent9 (v2): avg_score=27.064 lr=1.20e-03 hid=256