vgainullin commited on
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72318bf
·
verified ·
1 Parent(s): f62b544
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  {"generation": 6, "eval/best_score": 19.6088, "eval/mean_score": 26.376791666666666, "eval/worst_score": 28.593, "train/mean_loss": 0.8613157938607037, "hof/score": 19.6088, "hof/agent_id": "gen6_agent2", "train/rank_1_loss": 1.212864062190056, "eval/rank_1_score": 19.6088, "train/rank_2_loss": 0.6929907594993711, "eval/rank_2_score": 23.8258, "train/rank_3_loss": 0.9673652273416519, "eval/rank_3_score": 25.0652, "train/rank_4_loss": 0.8219978885352611, "eval/rank_4_score": 26.9489, "train/rank_5_loss": 0.8772990628331899, "eval/rank_5_score": 27.0762, "train/rank_6_loss": 0.8489185803383589, "eval/rank_6_score": 27.1126, "train/rank_7_loss": 0.880805768892169, "eval/rank_7_score": 27.242, "train/rank_8_loss": 0.7960163651406765, "eval/rank_8_score": 27.264, "train/rank_9_loss": 1.036999909579754, "eval/rank_9_score": 27.5837, "train/rank_10_loss": 0.7621192336827517, "eval/rank_10_score": 27.7533, "train/rank_11_loss": 0.7275565733760595, "eval/rank_11_score": 28.448, "train/rank_12_loss": 0.7108560949191451, "eval/rank_12_score": 28.593}
30
  {"generation": 7, "eval/best_score": 21.3193, "eval/mean_score": 26.60500833333333, "eval/worst_score": 28.9874, "train/mean_loss": 0.8025883114213745, "hof/score": 19.6088, "hof/agent_id": "gen6_agent2", "train/rank_1_loss": 0.6372012639045715, "eval/rank_1_score": 21.3193, "train/rank_2_loss": 0.9306769951060414, "eval/rank_2_score": 22.3619, "train/rank_3_loss": 1.017724353224039, "eval/rank_3_score": 25.2066, "train/rank_4_loss": 0.8625716771930456, "eval/rank_4_score": 25.5133, "train/rank_5_loss": 0.8573908815532922, "eval/rank_5_score": 25.9642, "train/rank_6_loss": 0.9534260671585798, "eval/rank_6_score": 27.1896, "train/rank_7_loss": 0.6646644687280059, "eval/rank_7_score": 27.857, "train/rank_8_loss": 0.7135824280977249, "eval/rank_8_score": 28.5262, "train/rank_9_loss": 0.7036841071397066, "eval/rank_9_score": 28.6806, "train/rank_10_loss": 0.7010556928813457, "eval/rank_10_score": 28.6829, "train/rank_11_loss": 0.930612405538559, "eval/rank_11_score": 28.9711, "train/rank_12_loss": 0.6584693965315819, "eval/rank_12_score": 28.9874}
31
  {"generation": 8, "eval/best_score": 19.5571, "eval/mean_score": 26.497016666666667, "eval/worst_score": 29.8547, "train/mean_loss": 0.810425385829682, "hof/score": 19.6088, "hof/agent_id": "gen6_agent2", "train/rank_1_loss": 0.9919840238243341, "eval/rank_1_score": 19.5571, "train/rank_2_loss": 0.696425854600966, "eval/rank_2_score": 20.4727, "train/rank_3_loss": 0.7747665835916996, "eval/rank_3_score": 25.3371, "train/rank_4_loss": 0.9525275333970785, "eval/rank_4_score": 25.9788, "train/rank_5_loss": 0.8601119391620159, "eval/rank_5_score": 26.0811, "train/rank_6_loss": 0.8454059718549252, "eval/rank_6_score": 26.9491, "train/rank_7_loss": 0.8427351292222738, "eval/rank_7_score": 27.9321, "train/rank_8_loss": 0.7786221922934056, "eval/rank_8_score": 28.7044, "train/rank_9_loss": 0.7238844741880893, "eval/rank_9_score": 28.8651, "train/rank_10_loss": 0.877763859257102, "eval/rank_10_score": 28.8912, "train/rank_11_loss": 0.7409165495634079, "eval/rank_11_score": 29.3408, "train/rank_12_loss": 0.6399605190008879, "eval/rank_12_score": 29.8547}
 
 
29
  {"generation": 6, "eval/best_score": 19.6088, "eval/mean_score": 26.376791666666666, "eval/worst_score": 28.593, "train/mean_loss": 0.8613157938607037, "hof/score": 19.6088, "hof/agent_id": "gen6_agent2", "train/rank_1_loss": 1.212864062190056, "eval/rank_1_score": 19.6088, "train/rank_2_loss": 0.6929907594993711, "eval/rank_2_score": 23.8258, "train/rank_3_loss": 0.9673652273416519, "eval/rank_3_score": 25.0652, "train/rank_4_loss": 0.8219978885352611, "eval/rank_4_score": 26.9489, "train/rank_5_loss": 0.8772990628331899, "eval/rank_5_score": 27.0762, "train/rank_6_loss": 0.8489185803383589, "eval/rank_6_score": 27.1126, "train/rank_7_loss": 0.880805768892169, "eval/rank_7_score": 27.242, "train/rank_8_loss": 0.7960163651406765, "eval/rank_8_score": 27.264, "train/rank_9_loss": 1.036999909579754, "eval/rank_9_score": 27.5837, "train/rank_10_loss": 0.7621192336827517, "eval/rank_10_score": 27.7533, "train/rank_11_loss": 0.7275565733760595, "eval/rank_11_score": 28.448, "train/rank_12_loss": 0.7108560949191451, "eval/rank_12_score": 28.593}
30
  {"generation": 7, "eval/best_score": 21.3193, "eval/mean_score": 26.60500833333333, "eval/worst_score": 28.9874, "train/mean_loss": 0.8025883114213745, "hof/score": 19.6088, "hof/agent_id": "gen6_agent2", "train/rank_1_loss": 0.6372012639045715, "eval/rank_1_score": 21.3193, "train/rank_2_loss": 0.9306769951060414, "eval/rank_2_score": 22.3619, "train/rank_3_loss": 1.017724353224039, "eval/rank_3_score": 25.2066, "train/rank_4_loss": 0.8625716771930456, "eval/rank_4_score": 25.5133, "train/rank_5_loss": 0.8573908815532922, "eval/rank_5_score": 25.9642, "train/rank_6_loss": 0.9534260671585798, "eval/rank_6_score": 27.1896, "train/rank_7_loss": 0.6646644687280059, "eval/rank_7_score": 27.857, "train/rank_8_loss": 0.7135824280977249, "eval/rank_8_score": 28.5262, "train/rank_9_loss": 0.7036841071397066, "eval/rank_9_score": 28.6806, "train/rank_10_loss": 0.7010556928813457, "eval/rank_10_score": 28.6829, "train/rank_11_loss": 0.930612405538559, "eval/rank_11_score": 28.9711, "train/rank_12_loss": 0.6584693965315819, "eval/rank_12_score": 28.9874}
31
  {"generation": 8, "eval/best_score": 19.5571, "eval/mean_score": 26.497016666666667, "eval/worst_score": 29.8547, "train/mean_loss": 0.810425385829682, "hof/score": 19.6088, "hof/agent_id": "gen6_agent2", "train/rank_1_loss": 0.9919840238243341, "eval/rank_1_score": 19.5571, "train/rank_2_loss": 0.696425854600966, "eval/rank_2_score": 20.4727, "train/rank_3_loss": 0.7747665835916996, "eval/rank_3_score": 25.3371, "train/rank_4_loss": 0.9525275333970785, "eval/rank_4_score": 25.9788, "train/rank_5_loss": 0.8601119391620159, "eval/rank_5_score": 26.0811, "train/rank_6_loss": 0.8454059718549252, "eval/rank_6_score": 26.9491, "train/rank_7_loss": 0.8427351292222738, "eval/rank_7_score": 27.9321, "train/rank_8_loss": 0.7786221922934056, "eval/rank_8_score": 28.7044, "train/rank_9_loss": 0.7238844741880893, "eval/rank_9_score": 28.8651, "train/rank_10_loss": 0.877763859257102, "eval/rank_10_score": 28.8912, "train/rank_11_loss": 0.7409165495634079, "eval/rank_11_score": 29.3408, "train/rank_12_loss": 0.6399605190008879, "eval/rank_12_score": 29.8547}
32
+ {"generation": 9, "eval/best_score": 20.6351, "eval/mean_score": 26.687641666666668, "eval/worst_score": 29.509, "train/mean_loss": 0.8199623467928419, "hof/score": 19.6088, "hof/agent_id": "gen6_agent2", "train/rank_1_loss": 0.9952586049959063, "eval/rank_1_score": 20.6351, "train/rank_2_loss": 1.0070949777215719, "eval/rank_2_score": 21.5818, "train/rank_3_loss": 0.8306570341438055, "eval/rank_3_score": 25.7222, "train/rank_4_loss": 0.6726791745051741, "eval/rank_4_score": 26.3812, "train/rank_5_loss": 0.6709608249366283, "eval/rank_5_score": 27.1988, "train/rank_6_loss": 0.8676364589482546, "eval/rank_6_score": 27.4604, "train/rank_7_loss": 0.6903208512067794, "eval/rank_7_score": 27.7329, "train/rank_8_loss": 0.9911668840795755, "eval/rank_8_score": 28.0421, "train/rank_9_loss": 0.7119588713347912, "eval/rank_9_score": 28.2226, "train/rank_10_loss": 0.9529652573913335, "eval/rank_10_score": 28.6296, "train/rank_11_loss": 0.727727564945817, "eval/rank_11_score": 29.136, "train/rank_12_loss": 0.7211216573044658, "eval/rank_12_score": 29.509}
run.log CHANGED
@@ -1383,3 +1383,42 @@ League evaluation...
1383
  gen9_agent7 (v2): avg_score=29.509 lr=1.19e-03 hid=256
1384
  gen9_agent8 (v2): avg_score=27.199 lr=1.32e-03 hid=256
1385
  gen9_agent9 (v2): avg_score=21.582 lr=1.19e-03 hid=512
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1383
  gen9_agent7 (v2): avg_score=29.509 lr=1.19e-03 hid=256
1384
  gen9_agent8 (v2): avg_score=27.199 lr=1.32e-03 hid=256
1385
  gen9_agent9 (v2): avg_score=21.582 lr=1.19e-03 hid=512
1386
+ Uploaded gen 9 results to vgainullin/golf-tournament
1387
+
1388
+ Generation 9 results (171s):
1389
+ #1 gen9_agent2 (v2): avg_score=20.6351 lr=1.17e-03 hid=256 *
1390
+ #2 gen9_agent9 (v2): avg_score=21.5818 lr=1.19e-03 hid=512
1391
+ #3 gen8_agent4 (v2): avg_score=25.7222 lr=1.17e-03 hid=512
1392
+ #4 gen9_agent1 (v2): avg_score=26.3812 lr=1.40e-03 hid=256
1393
+ #5 gen9_agent8 (v2): avg_score=27.1988 lr=1.32e-03 hid=256
1394
+
1395
+ Injected hall-of-fame gen6_agent2 (replacing gen10_agent0)
1396
+ === Generation 10/20 ===
1397
+ Training (round 1)...
1398
+ epsilon=0.220
1399
+ gen9_agent2 (v2): trained 1000 vectorized eps, buf=100,000, loss=0.7539, eps=0.220
1400
+ gen9_agent9 (v2): trained 1000 vectorized eps, buf=100,000, loss=0.7544, eps=0.220
1401
+ gen6_agent2 (v2): trained 1000 vectorized eps, buf=100,000, loss=0.8356, eps=0.220
1402
+ gen10_agent1 (v2): trained 1000 vectorized eps, buf=100,000, loss=0.6368, eps=0.270
1403
+ gen10_agent2 (v2): trained 1000 vectorized eps, buf=100,000, loss=0.8516, eps=0.270
1404
+ gen10_agent3 (v2): trained 1000 vectorized eps, buf=100,000, loss=0.6399, eps=0.270
1405
+ gen10_agent4 (v2): trained 1000 vectorized eps, buf=100,000, loss=0.8712, eps=0.270
1406
+ gen10_agent5 (v2): trained 1000 vectorized eps, buf=100,000, loss=0.7445, eps=0.270
1407
+ gen10_agent6 (v2): trained 1000 vectorized eps, buf=100,000, loss=0.8674, eps=0.270
1408
+ gen10_agent7 (v2): trained 1000 vectorized eps, buf=100,000, loss=0.6526, eps=0.270
1409
+ gen10_agent8 (v2): trained 1000 vectorized eps, buf=100,000, loss=0.6418, eps=0.270
1410
+ gen10_agent9 (v2): trained 1000 vectorized eps, buf=100,000, loss=0.8325, eps=0.270
1411
+ League evaluation...
1412
+ 12 agents, 1000 games each, 9 holes/game
1413
+ gen9_agent2 (v2): avg_score=27.455 lr=1.17e-03 hid=256
1414
+ gen9_agent9 (v2): avg_score=29.367 lr=1.19e-03 hid=512
1415
+ gen6_agent2 (v2): avg_score=27.452 lr=1.17e-03 hid=256
1416
+ gen10_agent1 (v2): avg_score=28.728 lr=1.71e-03 hid=256
1417
+ gen10_agent2 (v2): avg_score=27.540 lr=1.19e-03 hid=512
1418
+ gen10_agent3 (v2): avg_score=29.170 lr=1.32e-03 hid=256
1419
+ gen10_agent4 (v2): avg_score=26.081 lr=1.57e-03 hid=512
1420
+ gen10_agent5 (v2): avg_score=29.508 lr=1.17e-03 hid=512
1421
+ gen10_agent6 (v2): avg_score=28.384 lr=1.19e-03 hid=512
1422
+ gen10_agent7 (v2): avg_score=29.427 lr=1.29e-03 hid=256
1423
+ gen10_agent8 (v2): avg_score=29.229 lr=1.40e-03 hid=256
1424
+ gen10_agent9 (v2): avg_score=27.583 lr=7.07e-04 hid=512