gen 20

champion.pt

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:9bed778e9e83b1c08fa7c220f58fe9a2e2c219bee71e4b0b25e537ee32518ce5
+oid sha256:e6db0c37d5c98b50d2fff908b2d3c26bef9cdf0c50aaa846aadba31d5a4c0ea3
 size 2143565

gen_020/generation_summary.json

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   "generation": 20,
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-  "best_agent": "gen20_agent9",
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+  "best_agent": "gen20_agent2",
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 }

loss_history.json

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     0.7891015932708979,
     0.7682971606403589,
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+  "gen20_agent9": [
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 }

metrics_log.jsonl

@@ -39,3 +39,4 @@
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 {"generation": 18, "eval/best_score": 20.6654, "eval/mean_score": 26.07265, "eval/worst_score": 28.5617, "train/mean_loss": 0.5987808353321936, "hof/score": 18.4899, "hof/agent_id": "gen12_agent1", "train/rank_1_loss": 0.3510734225716442, "eval/rank_1_score": 20.6654, "train/rank_2_loss": 0.8021689669042825, "eval/rank_2_score": 24.9588, "train/rank_3_loss": 0.7171327371150256, "eval/rank_3_score": 25.1618, "train/rank_4_loss": 0.5944677634909749, "eval/rank_4_score": 25.4058, "train/rank_5_loss": 0.7963682841509581, "eval/rank_5_score": 25.6647, "train/rank_6_loss": 0.7493905260413886, "eval/rank_6_score": 26.1068, "train/rank_7_loss": 0.47116343848407266, "eval/rank_7_score": 26.7054, "train/rank_8_loss": 0.5043133215606213, "eval/rank_8_score": 26.9022, "train/rank_9_loss": 0.47772252779453994, "eval/rank_9_score": 27.2374, "train/rank_10_loss": 0.47202147375792264, "eval/rank_10_score": 27.5786, "train/rank_11_loss": 0.6829560139775276, "eval/rank_11_score": 27.9232, "train/rank_12_loss": 0.5665915481373668, "eval/rank_12_score": 28.5617}
+{"generation": 19, "eval/best_score": 21.5974, "eval/mean_score": 25.904924999999995, "eval/worst_score": 28.5317, "train/mean_loss": 0.7130676355057707, "hof/score": 18.4899, "hof/agent_id": "gen12_agent1", "train/rank_1_loss": 0.8517540372535586, "eval/rank_1_score": 21.5974, "train/rank_2_loss": 1.0619470023363828, "eval/rank_2_score": 21.73, "train/rank_3_loss": 0.7219112879782915, "eval/rank_3_score": 22.0242, "train/rank_4_loss": 0.9699475834518672, "eval/rank_4_score": 26.2522, "train/rank_5_loss": 0.5195460164546967, "eval/rank_5_score": 26.2896, "train/rank_6_loss": 0.4950066974386573, "eval/rank_6_score": 26.6602, "train/rank_7_loss": 1.0396822161227464, "eval/rank_7_score": 27.1134, "train/rank_8_loss": 0.550406179279089, "eval/rank_8_score": 27.3687, "train/rank_9_loss": 0.7612055432796478, "eval/rank_9_score": 27.5981, "train/rank_10_loss": 0.4856580128520727, "eval/rank_10_score": 27.6966, "train/rank_11_loss": 0.5428465436398983, "eval/rank_11_score": 27.997, "train/rank_12_loss": 0.5569005059823394, "eval/rank_12_score": 28.5317}

run.log

@@ -1773,3 +1773,42 @@ League evaluation...
   gen19_agent7 (v2): avg_score=27.997 lr=1.07e-03 hid=512
   gen19_agent8 (v2): avg_score=21.597 lr=1.26e-03 hid=128
   gen19_agent9 (v2): avg_score=28.532 lr=1.34e-03 hid=512
+  Uploaded gen 19 results to vgainullin/golf-tournament
+
+Generation 19 results (192s):
+  #1 gen19_agent8 (v2): avg_score=21.5974 lr=1.26e-03 hid=128 *
+  #2 gen19_agent2 (v2): avg_score=21.73 lr=1.01e-03 hid=512
+  #3 gen19_agent4 (v2): avg_score=22.0242 lr=1.17e-03 hid=128
+  #4 gen18_agent6 (v2): avg_score=26.2522 lr=1.01e-03 hid=512
+  #5 gen19_agent3 (v2): avg_score=26.2896 lr=1.01e-03 hid=512
+
+  Injected hall-of-fame gen12_agent1 (replacing gen20_agent0)
+=== Generation 20/20 ===
+Training (round 1)...
+  epsilon=0.020
+  gen19_agent8 (v2): trained 1000 vectorized eps, buf=100,000, loss=0.7537, eps=0.020
+  gen19_agent2 (v2): trained 1000 vectorized eps, buf=100,000, loss=0.6208, eps=0.020
+  gen12_agent1 (v2): trained 1000 vectorized eps, buf=100,000, loss=0.7386, eps=0.020
+  gen20_agent1 (v2): trained 1000 vectorized eps, buf=100,000, loss=0.5229, eps=0.070
+  gen20_agent2 (v2): trained 1000 vectorized eps, buf=100,000, loss=0.9569, eps=0.070
+  gen20_agent3 (v2): trained 1000 vectorized eps, buf=100,000, loss=0.4566, eps=0.070
+  gen20_agent4 (v2): trained 1000 vectorized eps, buf=100,000, loss=0.4032, eps=0.070
+  gen20_agent5 (v2): trained 1000 vectorized eps, buf=100,000, loss=0.7425, eps=0.070
+  gen20_agent6 (v2): trained 1000 vectorized eps, buf=100,000, loss=0.4042, eps=0.070
+  gen20_agent7 (v2): trained 1000 vectorized eps, buf=100,000, loss=0.3890, eps=0.070
+  gen20_agent8 (v2): trained 1000 vectorized eps, buf=100,000, loss=0.6074, eps=0.070
+  gen20_agent9 (v2): trained 1000 vectorized eps, buf=100,000, loss=0.7421, eps=0.070
+League evaluation...
+  12 agents, 1000 games each, 9 holes/game
+  gen19_agent8 (v2): avg_score=26.166 lr=1.26e-03 hid=128
+  gen19_agent2 (v2): avg_score=29.295 lr=1.01e-03 hid=512
+  gen12_agent1 (v2): avg_score=27.359 lr=1.20e-03 hid=512
+  gen20_agent1 (v2): avg_score=26.932 lr=9.52e-04 hid=512
+  gen20_agent2 (v2): avg_score=19.324 lr=1.01e-03 hid=128
+  gen20_agent3 (v2): avg_score=29.263 lr=1.01e-03 hid=512
+  gen20_agent4 (v2): avg_score=27.104 lr=1.20e-03 hid=512
+  gen20_agent5 (v2): avg_score=26.366 lr=1.26e-03 hid=128
+  gen20_agent6 (v2): avg_score=28.353 lr=1.18e-03 hid=512
+  gen20_agent7 (v2): avg_score=28.245 lr=1.20e-03 hid=512
+  gen20_agent8 (v2): avg_score=24.577 lr=1.50e-03 hid=128
+  gen20_agent9 (v2): avg_score=25.973 lr=1.26e-03 hid=128