gen 10
Browse files- champion.pt +2 -2
- gen_010/generation_summary.json +80 -80
- loss_history.json +33 -3
- metrics_log.jsonl +1 -0
- run.log +39 -0
champion.pt
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| 218 |
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| 220 |
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| 242 |
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| 244 |
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| 246 |
{
|
| 247 |
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"agent_id": "gen10_agent5",
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| 249 |
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| 250 |
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| 252 |
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| 253 |
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| 254 |
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| 255 |
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"parent_id": "gen8_agent4",
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| 256 |
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|
| 257 |
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|
| 258 |
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"lr": 0.0011680513346216676,
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| 259 |
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| 260 |
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| 261 |
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"loss": 0.7444562892615795,
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| 269 |
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"best_agent": "gen10_agent4",
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"best_avg_score": 26.0814
|
| 271 |
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loss_history.json
CHANGED
|
@@ -183,7 +183,8 @@
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| 183 |
1.212864062190056,
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@@ -272,7 +273,8 @@
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@@ -293,6 +295,34 @@
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"gen9_agent9": [
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]
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}
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1.212864062190056,
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0.8625716771930456,
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"gen10_agent1": [
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],
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"gen10_agent4": [
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],
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"gen10_agent5": [
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],
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"gen10_agent6": [
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| 317 |
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],
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"gen10_agent7": [
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],
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"gen10_agent8": [
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],
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"gen10_agent9": [
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|
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metrics_log.jsonl
CHANGED
|
@@ -29,3 +29,4 @@
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| 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}
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|
|
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| 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
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|
| 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
|