gen 7
Browse files- champion.pt +2 -2
- gen_007/generation_summary.json +76 -76
- loss_history.json +34 -2
- metrics_log.jsonl +1 -0
- run.log +38 -0
champion.pt
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| 247 |
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"agent_id": "gen7_agent8",
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| 250 |
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| 252 |
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"parent_id": "gen6_agent8",
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"best_agent": "gen7_agent4",
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loss_history.json
CHANGED
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@@ -180,13 +180,15 @@
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@@ -202,5 +204,35 @@
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"gen6_agent9": [
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"gen7_agent7": [
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metrics_log.jsonl
CHANGED
|
@@ -26,3 +26,4 @@
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| 26 |
{"generation": 3, "eval/best_score": 24.7444, "eval/mean_score": 27.786475000000006, "eval/worst_score": 29.4811, "train/mean_loss": 0.8259877917543053, "hof/score": 20.6903, "hof/agent_id": "gen2_agent8", "train/rank_1_loss": 0.8840573447942733, "eval/rank_1_score": 24.7444, "train/rank_2_loss": 0.8881789435446262, "eval/rank_2_score": 26.8904, "train/rank_3_loss": 1.065742745026946, "eval/rank_3_score": 27.0497, "train/rank_4_loss": 0.7259919994324445, "eval/rank_4_score": 27.0822, "train/rank_5_loss": 0.8323850803822279, "eval/rank_5_score": 27.438, "train/rank_6_loss": 1.0973384539783, "eval/rank_6_score": 27.7634, "train/rank_7_loss": 0.737683497518301, "eval/rank_7_score": 27.7717, "train/rank_8_loss": 0.6906405048817397, "eval/rank_8_score": 28.2419, "train/rank_9_loss": 0.7610891189426183, "eval/rank_9_score": 28.5629, "train/rank_10_loss": 0.7166980253905058, "eval/rank_10_score": 29.1442, "train/rank_11_loss": 0.8142763805389405, "eval/rank_11_score": 29.2678, "train/rank_12_loss": 0.6977714066207409, "eval/rank_12_score": 29.4811}
|
| 27 |
{"generation": 4, "eval/best_score": 21.1332, "eval/mean_score": 27.556908333333336, "eval/worst_score": 29.2779, "train/mean_loss": 0.7935060680036745, "hof/score": 20.6903, "hof/agent_id": "gen2_agent8", "train/rank_1_loss": 0.5895259824767709, "eval/rank_1_score": 21.1332, "train/rank_2_loss": 1.0047065746039152, "eval/rank_2_score": 25.3724, "train/rank_3_loss": 0.8665851072967052, "eval/rank_3_score": 27.1332, "train/rank_4_loss": 0.8793677095323801, "eval/rank_4_score": 27.5051, "train/rank_5_loss": 0.8634228916466236, "eval/rank_5_score": 27.5552, "train/rank_6_loss": 0.7251069176197052, "eval/rank_6_score": 28.3368, "train/rank_7_loss": 0.7179322004690767, "eval/rank_7_score": 28.6227, "train/rank_8_loss": 0.7215241127833724, "eval/rank_8_score": 28.7744, "train/rank_9_loss": 0.7362712743505836, "eval/rank_9_score": 28.8217, "train/rank_10_loss": 0.8911228942126036, "eval/rank_10_score": 29.0591, "train/rank_11_loss": 0.7892401532083749, "eval/rank_11_score": 29.0912, "train/rank_12_loss": 0.7372669978439808, "eval/rank_12_score": 29.2779}
|
| 28 |
{"generation": 5, "eval/best_score": 21.8921, "eval/mean_score": 27.620341666666665, "eval/worst_score": 29.4456, "train/mean_loss": 0.8017726926505566, "hof/score": 20.6903, "hof/agent_id": "gen2_agent8", "train/rank_1_loss": 0.969441145285964, "eval/rank_1_score": 21.8921, "train/rank_2_loss": 0.8972448702156544, "eval/rank_2_score": 25.8314, "train/rank_3_loss": 0.8232316111028194, "eval/rank_3_score": 26.5174, "train/rank_4_loss": 0.9225538300722838, "eval/rank_4_score": 27.1027, "train/rank_5_loss": 0.8367554520815611, "eval/rank_5_score": 27.5171, "train/rank_6_loss": 0.8118863805383444, "eval/rank_6_score": 28.3217, "train/rank_7_loss": 0.8001699586212635, "eval/rank_7_score": 28.3309, "train/rank_8_loss": 0.7602520959824324, "eval/rank_8_score": 28.9176, "train/rank_9_loss": 0.6205367788672447, "eval/rank_9_score": 29.1356, "train/rank_10_loss": 0.6118735886737704, "eval/rank_10_score": 29.1588, "train/rank_11_loss": 0.742518056742847, "eval/rank_11_score": 29.2732, "train/rank_12_loss": 0.8248085436224938, "eval/rank_12_score": 29.4456}
|
|
|
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|
| 26 |
{"generation": 3, "eval/best_score": 24.7444, "eval/mean_score": 27.786475000000006, "eval/worst_score": 29.4811, "train/mean_loss": 0.8259877917543053, "hof/score": 20.6903, "hof/agent_id": "gen2_agent8", "train/rank_1_loss": 0.8840573447942733, "eval/rank_1_score": 24.7444, "train/rank_2_loss": 0.8881789435446262, "eval/rank_2_score": 26.8904, "train/rank_3_loss": 1.065742745026946, "eval/rank_3_score": 27.0497, "train/rank_4_loss": 0.7259919994324445, "eval/rank_4_score": 27.0822, "train/rank_5_loss": 0.8323850803822279, "eval/rank_5_score": 27.438, "train/rank_6_loss": 1.0973384539783, "eval/rank_6_score": 27.7634, "train/rank_7_loss": 0.737683497518301, "eval/rank_7_score": 27.7717, "train/rank_8_loss": 0.6906405048817397, "eval/rank_8_score": 28.2419, "train/rank_9_loss": 0.7610891189426183, "eval/rank_9_score": 28.5629, "train/rank_10_loss": 0.7166980253905058, "eval/rank_10_score": 29.1442, "train/rank_11_loss": 0.8142763805389405, "eval/rank_11_score": 29.2678, "train/rank_12_loss": 0.6977714066207409, "eval/rank_12_score": 29.4811}
|
| 27 |
{"generation": 4, "eval/best_score": 21.1332, "eval/mean_score": 27.556908333333336, "eval/worst_score": 29.2779, "train/mean_loss": 0.7935060680036745, "hof/score": 20.6903, "hof/agent_id": "gen2_agent8", "train/rank_1_loss": 0.5895259824767709, "eval/rank_1_score": 21.1332, "train/rank_2_loss": 1.0047065746039152, "eval/rank_2_score": 25.3724, "train/rank_3_loss": 0.8665851072967052, "eval/rank_3_score": 27.1332, "train/rank_4_loss": 0.8793677095323801, "eval/rank_4_score": 27.5051, "train/rank_5_loss": 0.8634228916466236, "eval/rank_5_score": 27.5552, "train/rank_6_loss": 0.7251069176197052, "eval/rank_6_score": 28.3368, "train/rank_7_loss": 0.7179322004690767, "eval/rank_7_score": 28.6227, "train/rank_8_loss": 0.7215241127833724, "eval/rank_8_score": 28.7744, "train/rank_9_loss": 0.7362712743505836, "eval/rank_9_score": 28.8217, "train/rank_10_loss": 0.8911228942126036, "eval/rank_10_score": 29.0591, "train/rank_11_loss": 0.7892401532083749, "eval/rank_11_score": 29.0912, "train/rank_12_loss": 0.7372669978439808, "eval/rank_12_score": 29.2779}
|
| 28 |
{"generation": 5, "eval/best_score": 21.8921, "eval/mean_score": 27.620341666666665, "eval/worst_score": 29.4456, "train/mean_loss": 0.8017726926505566, "hof/score": 20.6903, "hof/agent_id": "gen2_agent8", "train/rank_1_loss": 0.969441145285964, "eval/rank_1_score": 21.8921, "train/rank_2_loss": 0.8972448702156544, "eval/rank_2_score": 25.8314, "train/rank_3_loss": 0.8232316111028194, "eval/rank_3_score": 26.5174, "train/rank_4_loss": 0.9225538300722838, "eval/rank_4_score": 27.1027, "train/rank_5_loss": 0.8367554520815611, "eval/rank_5_score": 27.5171, "train/rank_6_loss": 0.8118863805383444, "eval/rank_6_score": 28.3217, "train/rank_7_loss": 0.8001699586212635, "eval/rank_7_score": 28.3309, "train/rank_8_loss": 0.7602520959824324, "eval/rank_8_score": 28.9176, "train/rank_9_loss": 0.6205367788672447, "eval/rank_9_score": 29.1356, "train/rank_10_loss": 0.6118735886737704, "eval/rank_10_score": 29.1588, "train/rank_11_loss": 0.742518056742847, "eval/rank_11_score": 29.2732, "train/rank_12_loss": 0.8248085436224938, "eval/rank_12_score": 29.4456}
|
| 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}
|
run.log
CHANGED
|
@@ -1266,3 +1266,41 @@ League evaluation...
|
|
| 1266 |
gen6_agent9 (v2): avg_score=28.448 lr=1.15e-03 hid=128
|
| 1267 |
Hall of fame t-test: t=-8.027 p=0.0000 SIGNIFICANT
|
| 1268 |
New hall of fame: gen6_agent2 (avg_score=19.6088)
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| 1266 |
gen6_agent9 (v2): avg_score=28.448 lr=1.15e-03 hid=128
|
| 1267 |
Hall of fame t-test: t=-8.027 p=0.0000 SIGNIFICANT
|
| 1268 |
New hall of fame: gen6_agent2 (avg_score=19.6088)
|
| 1269 |
+
Uploaded gen 6 results to vgainullin/golf-tournament
|
| 1270 |
+
|
| 1271 |
+
Generation 6 results (182s):
|
| 1272 |
+
#1 gen6_agent2 (v2): avg_score=19.6088 lr=1.17e-03 hid=256 *
|
| 1273 |
+
#2 gen6_agent4 (v2): avg_score=23.8258 lr=1.15e-03 hid=512
|
| 1274 |
+
#3 gen2_agent8 (v2): avg_score=25.0652 lr=1.15e-03 hid=128
|
| 1275 |
+
#4 gen5_agent9 (v2): avg_score=26.9489 lr=1.15e-03 hid=256
|
| 1276 |
+
#5 gen6_agent5 (v2): avg_score=27.0762 lr=1.20e-03 hid=512
|
| 1277 |
+
|
| 1278 |
+
=== Generation 7/20 ===
|
| 1279 |
+
Training (round 1)...
|
| 1280 |
+
epsilon=0.280
|
| 1281 |
+
gen6_agent2 (v2): trained 1000 vectorized eps, buf=100,000, loss=0.8626, eps=0.280
|
| 1282 |
+
gen6_agent4 (v2): trained 1000 vectorized eps, buf=100,000, loss=0.8574, eps=0.280
|
| 1283 |
+
gen7_agent0 (v2): trained 1000 vectorized eps, buf=100,000, loss=1.0177, eps=0.330
|
| 1284 |
+
gen7_agent1 (v2): trained 1000 vectorized eps, buf=100,000, loss=0.9307, eps=0.330
|
| 1285 |
+
gen7_agent2 (v2): trained 1000 vectorized eps, buf=100,000, loss=0.7037, eps=0.330
|
| 1286 |
+
gen7_agent3 (v2): trained 1000 vectorized eps, buf=100,000, loss=0.6647, eps=0.330
|
| 1287 |
+
gen7_agent4 (v2): trained 1000 vectorized eps, buf=100,000, loss=0.6372, eps=0.330
|
| 1288 |
+
gen7_agent5 (v2): trained 1000 vectorized eps, buf=100,000, loss=0.9534, eps=0.330
|
| 1289 |
+
gen7_agent6 (v2): trained 1000 vectorized eps, buf=100,000, loss=0.9306, eps=0.330
|
| 1290 |
+
gen7_agent7 (v2): trained 1000 vectorized eps, buf=100,000, loss=0.7011, eps=0.330
|
| 1291 |
+
gen7_agent8 (v2): trained 1000 vectorized eps, buf=100,000, loss=0.6585, eps=0.330
|
| 1292 |
+
gen7_agent9 (v2): trained 1000 vectorized eps, buf=100,000, loss=0.7136, eps=0.330
|
| 1293 |
+
League evaluation...
|
| 1294 |
+
12 agents, 1000 games each, 9 holes/game
|
| 1295 |
+
gen6_agent2 (v2): avg_score=25.513 lr=1.17e-03 hid=256
|
| 1296 |
+
gen6_agent4 (v2): avg_score=25.964 lr=1.15e-03 hid=512
|
| 1297 |
+
gen7_agent0 (v2): avg_score=25.207 lr=1.15e-03 hid=512
|
| 1298 |
+
gen7_agent1 (v2): avg_score=22.362 lr=1.32e-03 hid=256
|
| 1299 |
+
gen7_agent2 (v2): avg_score=28.681 lr=1.20e-03 hid=512
|
| 1300 |
+
gen7_agent3 (v2): avg_score=27.857 lr=1.24e-03 hid=512
|
| 1301 |
+
gen7_agent4 (v2): avg_score=21.319 lr=1.20e-03 hid=128
|
| 1302 |
+
gen7_agent5 (v2): avg_score=27.190 lr=1.17e-03 hid=256
|
| 1303 |
+
gen7_agent6 (v2): avg_score=28.971 lr=1.17e-03 hid=256
|
| 1304 |
+
gen7_agent7 (v2): avg_score=28.683 lr=1.24e-03 hid=512
|
| 1305 |
+
gen7_agent8 (v2): avg_score=28.987 lr=1.20e-03 hid=512
|
| 1306 |
+
gen7_agent9 (v2): avg_score=28.526 lr=1.20e-03 hid=512
|