vgainullin commited on
Commit
1127644
·
verified ·
1 Parent(s): 7ea3e92
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  {"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}
 
 
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)
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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