2/training_log.csv

step,training/mean_reward,training/mean_nusselt,evaluation/mean_nusselt,evaluation/mean_reward
500,-0.10296709835529327,4.998886919021606,,
1000,-0.06666817516088486,4.96258797454834,,
1500,-0.10364072024822235,4.999560488700867,,
2000,-0.052242711186409,4.948162551879883,,
2500,-0.06379162520170212,4.959711435317993,,
3000,-0.03978344798088074,4.93570327091217,,
3500,-0.03653227165341377,4.932452056884766,,
4000,-0.06587694585323334,4.961796805381775,,
4500,-0.022480586543679237,4.9184003896713255,,
5000,-0.009504017420113087,4.9054238204956055,,
5000,,,4.792796535491943,0.10312326431274414
5500,-0.0066718971356749535,4.902591695785523,,
6000,-0.03311249613761902,4.929032302856445,,
6500,0.03438558056950569,4.8615342016220096,,
7000,0.0339495912194252,4.861970207691193,,
7500,0.03034530207514763,4.865574484825134,,
8000,0.02195901796221733,4.873960786819458,,
8500,0.060357946902513504,4.835561883926392,,
9000,0.07625476270914078,4.819665023326873,,
9500,0.06478898972272873,4.831130790233612,,
10000,0.06489921361207962,4.831020574569703,,
10000,,,4.666431403160095,0.22948839664459228
10500,0.10255999118089676,4.793359787464142,,
11000,0.06854269653558731,4.827377107143402,,
11500,0.06884796172380447,4.82707186126709,,
12000,0.1288679540157318,4.767051860809326,,
12500,0.06688282638788223,4.829036946296692,,
13000,0.11734893918037415,4.778570848941803,,
13500,0.11552879959344864,4.780390933036804,,
14000,0.1304216831922531,4.765498089790344,,
14500,0.13354440033435822,4.762375334262848,,
15000,0.1489202231168747,4.7469996099472045,,
15000,,,4.5521431827545165,0.3437766170501709
15500,0.1578059196472168,4.7381138467788695,,
16000,0.17461705207824707,4.72130270242691,,
16500,0.17276881635189056,4.723150907039642,,
17000,0.21657778322696686,4.679341924667359,,
17500,0.17617830634117126,4.719741429805755,,
18000,0.17349135875701904,4.722428479194641,,
18500,0.19552209973335266,4.7003977227211,,
19000,0.20191137492656708,4.694008372783661,,
19500,0.23065224289894104,4.665267523288727,,
20000,0.21148616075515747,4.684433532714844,,
20000,,,4.521033565998078,0.3748862338066101
20500,0.2121000587940216,4.683819647789002,,
21000,0.2417314350605011,4.654188365459442,,
21500,0.214140847325325,4.681778971672058,,
22000,0.24620017409324646,4.649719645500183,,
22500,0.252514123916626,4.6434057970047,,
23000,0.25154685974121094,4.644372911453247,,
23500,0.32467982172966003,4.571240062236786,,
24000,0.2569233477115631,4.6389964504241945,,
24500,0.2598339915275574,4.636085933208466,,
25000,0.32823413610458374,4.567685722827911,,
25000,,,4.296476117372513,0.5994436824321747
25500,0.2690514624118805,4.626868526458741,,
26000,0.3998478651046753,4.496072246074677,,
26500,0.319585382938385,4.576334467887879,,
27000,0.3193495571613312,4.576570370197296,,
27500,0.3812367022037506,4.514683204174042,,
28000,0.32334744930267334,4.57257230091095,,
28500,0.3267737030982971,4.569146003246307,,
29000,0.44070178270339966,4.455217948913575,,
29500,0.4353683590888977,4.460551528453827,,
30000,0.4437393546104431,4.45218066072464,,
30000,,,4.236682058572769,0.6592377412319184
30500,0.33050891757011414,4.565410851955414,,
31000,0.37575894594192505,4.520160816192627,,
31500,0.37192198634147644,4.523998051166535,,
32000,0.3543042242527008,4.541615476608277,,
32500,0.35987070202827454,4.536049204349518,,
33000,0.4516426622867584,4.444277173995972,,
33500,0.38735029101371765,4.508569660186768,,
34000,0.4188733994960785,4.477046539783478,,
34500,0.4230087995529175,4.472911113262176,,
35000,0.5553001761436462,4.3406193008422855,,
35000,,,4.118920311927796,0.7769994878768921
35500,0.43865877389907837,4.457260857105255,,
36000,0.4685744643211365,4.427345354080201,,
36500,0.44665393233299255,4.449265954494476,,
37000,0.47251421213150024,4.4234056115150455,,
37500,0.45665276050567627,4.439267342567444,,
38000,0.5514242053031921,4.344495559692382,,
38500,0.45464465022087097,4.4412752618789675,,
39000,0.500196635723114,4.395723334312439,,
39500,0.45103955268859863,4.444880160331726,,
40000,0.5860480666160583,4.309871883392334,,
40000,,,4.12712788939476,0.7687919104099273
40500,0.5355574488639832,4.360362471580506,,
41000,0.5203912258148193,4.3755286521911625,,
41500,0.45988547801971436,4.4360346012115475,,
42000,0.5189467072486877,4.376973116397858,,
42500,0.4407755434513092,4.45514430475235,,
43000,0.5440132021903992,4.35190699005127,,
43500,0.5349785089492798,4.360941344261169,,
44000,0.5691167712211609,4.32680325126648,,
44500,0.5934106707572937,4.30250892496109,,
45000,0.5653696656227112,4.330550084590912,,
45000,,,4.110186086893082,0.7857337129116059
45500,0.5900925397872925,4.30582715177536,,
46000,0.6625041961669922,4.233415371417999,,
46500,0.5841211080551147,4.311798721313477,,
47000,0.5963178873062134,4.299601813316345,,
47500,0.653396725654602,4.242522513389587,,
48000,0.5921937823295593,4.303725955486297,,
48500,0.5917907953262329,4.304129277706147,,
49000,0.6084296703338623,4.28749037694931,,
49500,0.6373558640480042,4.258563662528991,,
50000,0.641218364238739,4.2547016582489015,,
50000,,,4.059773937463761,0.8361458623409271
50500,0.6017117500305176,4.294208214759827,,
51000,0.6168948411941528,4.279025114059448,,