gen 18
Browse files- champion.pt +1 -1
- gen_018/generation_summary.json +73 -73
- loss_history.json +33 -3
- metrics_log.jsonl +1 -0
- run.log +39 -0
champion.pt
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gen_018/generation_summary.json
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| 216 |
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| 217 |
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"loss": 0.47202147375792264,
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| 218 |
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"avg_score": 27.5786,
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| 220 |
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| 223 |
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| 224 |
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| 225 |
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"agent_id": "gen18_agent7",
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| 226 |
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| 228 |
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| 237 |
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| 238 |
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| 239 |
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| 240 |
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| 245 |
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| 246 |
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| 247 |
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"agent_id": "gen18_agent8",
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| 250 |
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| 252 |
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| 253 |
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| 254 |
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"parent_id": "gen17_agent1",
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| 256 |
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|
| 257 |
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| 258 |
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"lr": 0.0010144763897099462,
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| 259 |
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"hidden_dim": 128,
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| 260 |
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| 261 |
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"loss": 0.5665915481373668,
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| 262 |
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"avg_score": 28.5617,
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| 263 |
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| 264 |
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| 265 |
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| 267 |
}
|
| 268 |
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| 269 |
"best_agent": "gen18_agent6",
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| 270 |
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"best_avg_score": 20.6654
|
| 271 |
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|
loss_history.json
CHANGED
|
@@ -367,7 +367,8 @@
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| 367 |
0.8101246612519026,
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| 368 |
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|
@@ -516,7 +517,8 @@
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|
@@ -531,12 +533,40 @@
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| 367 |
0.8101246612519026,
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| 369 |
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| 373 |
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| 542 |
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| 543 |
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|
| 544 |
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],
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| 545 |
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"gen18_agent1": [
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| 546 |
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],
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| 548 |
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"gen18_agent2": [
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| 549 |
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],
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| 551 |
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"gen18_agent3": [
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| 552 |
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],
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],
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],
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],
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],
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],
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"gen18_agent9": [
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| 570 |
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|
| 571 |
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|
| 572 |
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metrics_log.jsonl
CHANGED
|
@@ -37,3 +37,4 @@
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| 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}
|
|
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|
| 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
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|
| 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
|