seed,task,variant,status,params,best_val_rmse,train_gpu_seconds,peak_vram_bytes,rmse,mae,relative_l2,lead_rmse,rollout_growth,sync_gain_mean,sync_gain_last,sync_by_lead,observed_state_anchor_decode_rmse,dynamic_final_decode_rmse,anchor_to_dynamic_decode_ratio,observed_final_relative_speed,dynamic_final_relative_speed,final_step_norm_ratio_dyn_over_obs,total_delta_cos
17,burgers,Euler-PredOnly,COMPLETED,487623,0.16929015758444876,43.14570364600013,1563788288,0.1499707457332522,0.08726799115538597,0.2865189462900162,"[0.09599953889846802, 0.09610644727945328, 0.10337240993976593, 0.11455164849758148, 0.1270807981491089, 0.13948604464530945]",1.4529865980148315,-0.4409240857572423,-0.5740999125248853,"[-0.3580029613374607, -0.37090407033762685, -0.39907393220142917, -0.44242588611728373, -0.5010377520247675, -0.5740999125248853]",0.1221889965236187,0.18335384875535965,0.6664108626737892,0.12039395794272423,0.1440921425819397,65.94201564788818,0.0031906842486932874
17,burgers,Selected-Semantic,COMPLETED,487623,0.18250181256008158,44.29690304900032,2006566400,0.15647177752172767,0.10491807758808136,0.3548569530248642,"[0.11015808582305908, 0.11108524352312088, 0.1191612184047699, 0.1306139975786209, 0.14290720224380493, 0.15473243594169617]",1.4046398401260376,-0.12573116279327512,-0.15924760532957932,"[-0.1056888055220038, -0.10834126304209081, -0.11499442816839558, -0.12565270908051412, -0.14046216561706695, -0.15924760532957932]",0.13084949180483818,0.19122642278671265,0.684264705148949,0.11984247714281082,0.07866193354129791,31.73400115966797,0.007208673050627112
17,burgers,BlackboxCore,COMPLETED,453112,0.16309536832392837,27.15576391200011,1118245888,0.1397462715558321,0.0734796542674303,0.16401401162147522,"[0.07430826872587204, 0.07780992984771729, 0.08881807327270508, 0.10271594673395157, 0.11718272417783737, 0.13129420578479767]",1.76688551902771,,,,,,,,,,
17,diff_react_2d,Euler-PredOnly,COMPLETED,503232,0.015477659191146874,118.67044920399985,4624111616,0.015690370910899868,0.010047867777757347,0.20934375934302807,"[0.018176347017288208, 0.015775147825479507, 0.014445261098444462, 0.013992909342050552, 0.014225475490093231, 0.014895261265337467]",0.8194859623908997,-0.1565456117262294,-0.32637512231158605,"[-0.015206586367869963, -0.054859013748787176, -0.11206848249020489, -0.17923345988685693, -0.25153100555207153, -0.32637512231158605]",0.0218083958607167,0.015488087083213031,1.408075493348305,0.08648122288286686,0.06427163444459438,1.5621269196271896,0.04081425163894892
17,diff_react_2d,Selected-Semantic,COMPLETED,503232,0.023564698687693557,129.34806594699967,5755017728,0.024234290908566356,0.017567915376275778,0.32646066695451736,"[0.027032077312469482, 0.024779746308922768, 0.023439742624759674, 0.022729763761162758, 0.022464416921138763, 0.022511128336191177]",0.8327561616897583,0.02616371663746418,0.021482850981150256,"[0.02087612975044929, 0.030321727276382365, 0.030959697304636356, 0.02837478747769486, 0.02496710703447193, 0.021482850981150256]",0.037699146661907434,0.02298241131938994,1.6403477484584565,0.20106762647628784,0.030714584281668067,0.7605674490332603,0.10334006231278181
17,diff_react_2d,BlackboxCore,COMPLETED,489547,0.014972193764509258,67.97902066500046,2657754112,0.015147828835960078,0.00816565949935466,0.2021583430469036,"[0.016720399260520935, 0.014713664539158344, 0.013908294029533863, 0.013959156349301338, 0.014526134356856346, 0.0153517946600914]",0.918147623538971,,,,,,,,,,
17,swe_2d,Euler-PredOnly,COMPLETED,499051,0.030553254433612582,117.41366703899985,4613837312,0.0300979775016558,0.02053888887166977,0.02774921990931034,"[0.024405453354120255, 0.02442908100783825, 0.026105394586920738, 0.028947733342647552, 0.032423362135887146, 0.036188267171382904]",1.4827942848205566,-1.237389608810169,-1.193995659428481,"[-1.349951113809959, -1.2717753895652786, -1.2228632037144291, -1.1968520863295724, -1.1889002000132958, -1.193995659428481]",0.025448665488511324,0.03645177627913654,0.6981461011291532,0.06586706917732954,0.07336996961385012,1.1661478579044342,0.0020579295087372884
17,swe_2d,Selected-Semantic,COMPLETED,499051,0.03384947173505952,127.26132532700012,5743170560,0.03352869033183614,0.020951375481672585,0.03049514815211296,"[0.03098200261592865, 0.029929963871836662, 0.03005235828459263, 0.03127375617623329, 0.0333562046289444, 0.0360197015106678]",1.1626008749008179,-0.16154888686381794,-0.15740340526959307,"[-0.17472746957471993, -0.16481043275599533, -0.15936987825335444, -0.1567169150481083, -0.15626522028113657, -0.15740340526959304]",0.03117333445698023,0.03645847551524639,0.8550366963079409,0.035740064922720194,0.018199395155534148,0.5232475399971008,0.01292537001427263
17,swe_2d,BlackboxCore,COMPLETED,485366,0.0313635059041942,66.38894155799971,2649445376,0.030877023194201453,0.02096370968502015,0.0286776686552912,"[0.023713601753115654, 0.02416008710861206, 0.02662566676735878, 0.03015890158712864, 0.034175775945186615, 0.03843476623296738]",1.620789885520935,,,,,,,,,,
41,burgers,Euler-PredOnly,COMPLETED,487623,0.1721252007465951,40.4097172970005,1563788288,0.14676666715855638,0.08096333965659142,0.23263141512870789,"[0.08295473456382751, 0.08835357427597046, 0.09954032301902771, 0.11304094642400742, 0.1267579346895218, 0.13963700830936432]",1.6832915544509888,-0.2095730399621513,-0.2686786333317809,"[-0.1692592770469858, -0.1778274553229196, -0.19232597559541653, -0.21202648508863312, -0.23732041338717172, -0.2686786333317809]",0.10160784050822258,0.19034875184297562,0.5337983019297228,0.13284413516521454,0.10681566596031189,49.09364128112793,0.0003297128132544458
41,burgers,Selected-Semantic,COMPLETED,487623,0.16805789489295775,44.185808762000306,2006566400,0.14398556874898574,0.07778021320700645,0.1751851886510849,"[0.08438622951507568, 0.0860808789730072, 0.09425514936447144, 0.10573302209377289, 0.11818395555019379, 0.1302042156457901]",1.542955756187439,-0.11576000162579253,-0.14865607875214965,"[-0.094077872638196, -0.09836014546716651, -0.10598118542717046, -0.11667929629613469, -0.130805431173938, -0.14865607875214965]",0.11146904155611992,0.18261826038360596,0.610393732379058,0.12241233512759209,0.07542578503489494,32.996474266052246,0.004520793678238988
41,burgers,BlackboxCore,COMPLETED,453112,0.1624037729362137,27.496437993000654,1118245888,0.12911317934642702,0.07789885997772217,0.2890360802412033,"[0.06444382667541504, 0.07250232994556427, 0.08732233196496964, 0.10307340323925018, 0.11757981777191162, 0.13012836873531342]",2.0192527770996094,,,,,,,,,,
41,diff_react_2d,Euler-PredOnly,COMPLETED,503232,0.01952723763647711,118.42930230799993,4624111616,0.019729806024337822,0.013998490176163614,0.2738202214241028,"[0.022609751671552658, 0.02031121402978897, 0.0189774502068758, 0.01833718828856945, 0.018195293843746185, 0.01839195005595684]",0.8134521245956421,-0.26180370041134876,-0.557498633396384,"[-0.026905110474056682, -0.08931417999458606, -0.18130343523292683, -0.2943707055893759, -0.4214301377807628, -0.557498633396384]",0.023791946936398745,0.018723343033343554,1.2707104118120756,0.09296963829547167,0.07836077362298965,1.65946826338768,-0.04880017600953579
41,diff_react_2d,Selected-Semantic,COMPLETED,503232,0.017461935070742927,129.26759447099994,5755017728,0.0176343011928536,0.012073409394361079,0.23316538706421852,"[0.020160431042313576, 0.017715029418468475, 0.016392845660448074, 0.015970760956406593, 0.016208410263061523, 0.01684470660984516]",0.835533082485199,0.03330218388726496,0.029623088325610523,"[0.028757120109587215, 0.03770311643636633, 0.037102021049736436, 0.03461231536840559, 0.03201544203388368, 0.029623088325610523]",0.02103782002814114,0.01733495807275176,1.2136066288622749,0.1451829243451357,0.016898056026548147,0.38582880422472954,0.1101990481838584
41,diff_react_2d,BlackboxCore,COMPLETED,489547,0.014911862215968706,67.97330821500054,2657754112,0.01507748176105691,0.010421790997497737,0.2096279338002205,"[0.017527390271425247, 0.01527839619666338, 0.014171184971928596, 0.013868428766727448, 0.014058208093047142, 0.014506678096950054]",0.8276576399803162,,,,,,,,,,
41,swe_2d,Euler-PredOnly,COMPLETED,499051,0.034153520197926016,117.16719404899959,4613837312,0.033510004193101586,0.022667597280815244,0.0314622528385371,"[0.02431523986160755, 0.026161689311265945, 0.02945145219564438, 0.033506982028484344, 0.03788837417960167, 0.042351339012384415]",1.7417610883712769,-1.0008490668432712,-0.9911075571970146,"[-1.0554453144152456, -1.0150189938150875, -0.9882350095721797, -0.9766363311397538, -0.9786511949203475, -0.9911075571970146]",0.025645729154348373,0.04267868306487799,0.6009025422683035,0.06766525888815522,0.06914292741566896,1.0716578513383865,0.010027030715718865
41,swe_2d,Selected-Semantic,COMPLETED,499051,0.0364328846879714,127.30498157800048,5743170560,0.03598219034618389,0.024474860168993473,0.03333190130069852,"[0.026533309370279312, 0.028369517996907234, 0.031566549092531204, 0.035528503358364105, 0.039844028651714325, 0.04427105933427811]",1.668508768081665,-0.07996828240250468,-0.07890745206604394,"[-0.08466605045077881, -0.08122814440510673, -0.07899007977604265, -0.0779774147394427, -0.07804055297761331, -0.07890745206604392]",0.027610744815319777,0.044842406176030636,0.61572844032795,0.056353189051151276,0.017564741661772132,0.32143574580550194,0.004415164119563997
41,swe_2d,BlackboxCore,COMPLETED,485366,0.03425161784189264,66.77596297899981,2649445376,0.03348841982862127,0.022770278272219002,0.03168133506551385,"[0.028089020401239395, 0.028269369155168533, 0.03020133636891842, 0.033125609159469604, 0.03662499785423279, 0.0404689684510231]",1.4407397508621216,,,,,,,,,,