index + epoch table (opt1_ttfs_estop_m0.05)

_index/EPOCHS_ALL.csv

@@ -2099,6 +2099,106 @@ opt1_ttfs_dta_decay1.00,opt1_ttfs_temporal.py,70687c3a0e15c4f8,3,1,--ttfs --dta
 opt1_ttfs_dta_decay1.00,opt1_ttfs_temporal.py,70687c3a0e15c4f8,3,1,--ttfs --dta --dta-decay 1.00,,2,False,32,16,100,98,0.5963739531190865,0.9776951672862454,0.48802867035071057,0.8598484848484849,0.875,105110.95630656109,2.344817638397217,229.3,2026-08-21T09:07:32.992801+00:00,0.031883789335980135,0.022691558169967988,0.022359501241761094,0.01831413827398244,0.0397665274932104,0.027003,"[0.031883789335980135, 0.022691558169967988, 0.022359501241761094, 0.01831413827398244, 0.0397665274932104]",1,126.05,0.0821,95.5,5410.0
 opt1_ttfs_dta_decay1.00,opt1_ttfs_temporal.py,70687c3a0e15c4f8,3,1,--ttfs --dta --dta-decay 1.00,,2,False,32,16,100,99,0.5798085116985562,0.9944237918215614,0.48106233233755286,0.8712121212121212,0.875,105139.91812782806,2.3447787761688232,231.7,2026-08-21T09:07:35.365181+00:00,0.0318663424867041,0.02271452359855175,0.022436366909567046,0.018325789557660326,0.039727154900045955,0.027014,"[0.0318663424867041, 0.02271452359855175, 0.022436366909567046, 0.018325789557660326, 0.039727154900045955]",,,,,
 opt1_ttfs_dta_decay1.00,opt1_ttfs_temporal.py,70687c3a0e15c4f8,3,1,--ttfs --dta --dta-decay 1.00,,2,False,32,16,100,100,0.5892756193543899,0.9888475836431226,0.4955277675480554,0.8484848484848485,0.875,105125.42717760181,2.343698740005493,234.0,2026-08-21T09:07:37.735946+00:00,0.0318609657971298,0.022673394311876857,0.02253551342908074,0.018235274645335534,0.039672868874143154,0.026996,"[0.0318609657971298, 0.022673394311876857, 0.02253551342908074, 0.018235274645335534, 0.039672868874143154]",1,113.33,0.07378,97.0,5410.0
+opt1_ttfs_estop_m0.05,opt1_ttfs_temporal.py,70687c3a0e15c4f8,8,2,--ttfs --dta --ttfs-early-stop --ttfs-margin 0.05,,2,False,32,16,100,1,7.540059612586153,0.24535315985130113,2.4827757315202192,0.09848484848484848,0.09848484848484848,131525.78619909502,2.7475147247314453,2.7,2026-08-21T20:16:05.299499+00:00,0.02961293202550972,0.04003467279322007,0.04185532362145536,0.0396698719876654,0.0359171008800759,0.037418,"[0.02961293202550972, 0.04003467279322007, 0.04185532362145536, 0.0396698719876654, 0.0359171008800759]",1,125.2,0.09555,96.0,5406.0
+opt1_ttfs_estop_m0.05,opt1_ttfs_temporal.py,70687c3a0e15c4f8,8,2,--ttfs --dta --ttfs-early-stop --ttfs-margin 0.05,,2,False,32,16,100,2,3.1787234921437655,0.20260223048327136,2.3797294587799995,0.09848484848484848,0.09848484848484848,123626.77276583712,2.213956117630005,5.0,2026-08-21T20:16:07.546558+00:00,0.02841228783568915,0.03623050538932576,0.03967281496700119,0.03798329895910095,0.03312040996902129,0.035084,"[0.02841228783568915, 0.03623050538932576, 0.03967281496700119, 0.03798329895910095, 0.03312040996902129]",,,,,
+opt1_ttfs_estop_m0.05,opt1_ttfs_temporal.py,70687c3a0e15c4f8,8,2,--ttfs --dta --ttfs-early-stop --ttfs-margin 0.05,,2,False,32,16,100,3,2.482395670227845,0.2695167286245353,2.3845582152857925,0.11742424242424243,0.11742424242424243,123351.24109162895,2.227282762527466,7.2,2026-08-21T20:16:09.803335+00:00,0.027870282969054055,0.03734653377357651,0.03940355317557559,0.03663698583841324,0.03424704031032674,0.035101,"[0.027870282969054055, 0.03734653377357651, 0.03940355317557559, 0.03663698583841324, 0.03424704031032674]",1,125.76,0.07781,95.0,5410.0
+opt1_ttfs_estop_m0.05,opt1_ttfs_temporal.py,70687c3a0e15c4f8,8,2,--ttfs --dta --ttfs-early-stop --ttfs-margin 0.05,,2,False,32,16,100,4,2.0780924492165944,0.362453531598513,1.9257105263796719,0.32196969696969696,0.32196969696969696,121638.96167986425,2.2331173419952393,9.4,2026-08-21T20:16:12.072346+00:00,0.027867115486194107,0.03624241908683496,0.03901802551220445,0.03392068734940361,0.03542165633510141,0.034494,"[0.027867115486194107, 0.03624241908683496, 0.03901802551220445, 0.03392068734940361, 0.03542165633510141]",,,,,
+opt1_ttfs_estop_m0.05,opt1_ttfs_temporal.py,70687c3a0e15c4f8,8,2,--ttfs --dta --ttfs-early-stop --ttfs-margin 0.05,,2,False,32,16,100,5,1.9573999204600168,0.3996282527881041,1.915533954446966,0.3484848484848485,0.3484848484848485,120305.01993778281,2.2360479831695557,11.7,2026-08-21T20:16:14.340296+00:00,0.027837191653602263,0.03506134143647026,0.039471938767853904,0.031822685809696424,0.035911439315361136,0.034021,"[0.027837191653602263, 0.03506134143647026, 0.039471938767853904, 0.031822685809696424, 0.035911439315361136]",1,113.65,0.07059,98.5,5410.0
+opt1_ttfs_estop_m0.05,opt1_ttfs_temporal.py,70687c3a0e15c4f8,8,2,--ttfs --dta --ttfs-early-stop --ttfs-margin 0.05,,2,False,32,16,100,6,1.8048183891409835,0.45353159851301117,1.6065706592617612,0.4090909090909091,0.4090909090909091,118390.83936651584,2.2397055625915527,13.9,2026-08-21T20:16:16.612865+00:00,0.02792922736090772,0.03393087338875322,0.03811684426139383,0.03010903123547049,0.037500148529515547,0.033517,"[0.02792922736090772, 0.03393087338875322, 0.03811684426139383, 0.03010903123547049, 0.037500148529515547]",,,,,
+opt1_ttfs_estop_m0.05,opt1_ttfs_temporal.py,70687c3a0e15c4f8,8,2,--ttfs --dta --ttfs-early-stop --ttfs-margin 0.05,,2,False,32,16,100,7,1.7411026289915064,0.45539033457249073,1.5957163427815293,0.3977272727272727,0.4090909090909091,114414.60831447963,2.246988296508789,16.1,2026-08-21T20:16:18.891106+00:00,0.026046320029041347,0.03409748458686997,0.03792956449529704,0.029298258068806985,0.037749881691792435,0.033024,"[0.026046320029041347, 0.03409748458686997, 0.03792956449529704, 0.029298258068806985, 0.037749881691792435]",,,,,
+opt1_ttfs_estop_m0.05,opt1_ttfs_temporal.py,70687c3a0e15c4f8,8,2,--ttfs --dta --ttfs-early-stop --ttfs-margin 0.05,,2,False,32,16,100,8,1.6500748706129846,0.4944237918215613,1.5796262639941592,0.4356060606060606,0.4356060606060606,112830.53520927601,2.2625536918640137,18.4,2026-08-21T20:16:21.181574+00:00,0.025465084458975232,0.03440984075560289,0.036875132033053565,0.028177456711145007,0.038593447602847046,0.032704,"[0.025465084458975232, 0.03440984075560289, 0.036875132033053565, 0.028177456711145007, 0.038593447602847046]",1,128.95,0.08104,95.5,5410.0
+opt1_ttfs_estop_m0.05,opt1_ttfs_temporal.py,70687c3a0e15c4f8,8,2,--ttfs --dta --ttfs-early-stop --ttfs-margin 0.05,,2,False,32,16,100,9,1.6523701909749482,0.4646840148698885,1.5696460550481623,0.4053030303030303,0.4356060606060606,114118.8854638009,2.255504608154297,20.7,2026-08-21T20:16:23.469084+00:00,0.025939331992584115,0.03329494727008483,0.039463664240696854,0.028925280798884,0.03950661026379641,0.033426,"[0.025939331992584115, 0.03329494727008483, 0.039463664240696854, 0.028925280798884, 0.03950661026379641]",,,,,
+opt1_ttfs_estop_m0.05,opt1_ttfs_temporal.py,70687c3a0e15c4f8,8,2,--ttfs --dta --ttfs-early-stop --ttfs-margin 0.05,,2,False,32,16,100,10,1.6628746826852565,0.483271375464684,1.3341637741435657,0.5227272727272727,0.5227272727272727,110605.53846153845,2.2556800842285156,22.9,2026-08-21T20:16:25.753839+00:00,0.025083308601204085,0.03265918046236038,0.03768529195119353,0.027963238165659064,0.040351695216753906,0.032749,"[0.025083308601204085, 0.03265918046236038, 0.03768529195119353, 0.027963238165659064, 0.040351695216753906]",1,120.56,0.07554,94.5,5410.0
+opt1_ttfs_estop_m0.05,opt1_ttfs_temporal.py,70687c3a0e15c4f8,8,2,--ttfs --dta --ttfs-early-stop --ttfs-margin 0.05,,2,False,32,16,100,11,1.5736145609816654,0.5185873605947955,1.594956398010254,0.42803030303030304,0.5227272727272727,110856.29256221719,2.2492620944976807,25.2,2026-08-21T20:16:28.036279+00:00,0.02500174446579288,0.03270691370262819,0.038820843705359626,0.02626561263904852,0.04020709916949272,0.0326,"[0.02500174446579288, 0.03270691370262819, 0.038820843705359626, 0.02626561263904852, 0.04020709916949272]",,,,,
+opt1_ttfs_estop_m0.05,opt1_ttfs_temporal.py,70687c3a0e15c4f8,8,2,--ttfs --dta --ttfs-early-stop --ttfs-margin 0.05,,2,False,32,16,100,12,1.5248392160054034,0.5092936802973977,1.5433840643275867,0.45075757575757575,0.5227272727272727,111094.41317873303,2.2466890811920166,27.4,2026-08-21T20:16:30.310851+00:00,0.025558422264807364,0.031673037392251635,0.03879145554759923,0.027502979097120902,0.041167677982765084,0.032939,"[0.025558422264807364, 0.031673037392251635, 0.03879145554759923, 0.027502979097120902, 0.041167677982765084]",1,137.33,0.0857,96.0,5410.0
+opt1_ttfs_estop_m0.05,opt1_ttfs_temporal.py,70687c3a0e15c4f8,8,2,--ttfs --dta --ttfs-early-stop --ttfs-margin 0.05,,2,False,32,16,100,13,1.420208426656333,0.5855018587360595,1.2046270659475615,0.5681818181818182,0.5681818181818182,112882.063489819,2.2452728748321533,29.7,2026-08-21T20:16:32.583521+00:00,0.025828150265357074,0.032664146493462956,0.03888860673588865,0.02847658032003571,0.04163510768729098,0.033499,"[0.025828150265357074, 0.032664146493462956, 0.03888860673588865, 0.02847658032003571, 0.04163510768729098]",,,,,
+opt1_ttfs_estop_m0.05,opt1_ttfs_temporal.py,70687c3a0e15c4f8,8,2,--ttfs --dta --ttfs-early-stop --ttfs-margin 0.05,,2,False,32,16,100,14,1.4021765716013854,0.5817843866171004,1.2165615341880105,0.5757575757575758,0.5757575757575758,111793.08682126697,2.244262218475342,31.9,2026-08-21T20:16:34.861503+00:00,0.02660166351672481,0.03147547582493109,0.03633906451218268,0.02749183927388752,0.04173665471813258,0.032729,"[0.02660166351672481, 0.03147547582493109, 0.03633906451218268, 0.02749183927388752, 0.04173665471813258]",1,118.94,0.07415,95.0,5410.0
+opt1_ttfs_estop_m0.05,opt1_ttfs_temporal.py,70687c3a0e15c4f8,8,2,--ttfs --dta --ttfs-early-stop --ttfs-margin 0.05,,2,False,32,16,100,15,1.3848205835845835,0.587360594795539,1.0933576515226653,0.5795454545454546,0.5795454545454546,114556.30373303167,2.240267038345337,34.1,2026-08-21T20:16:37.134518+00:00,0.02809339279637617,0.030869199182180798,0.03684532971066587,0.02745394584010629,0.042955165619359297,0.033243,"[0.02809339279637617, 0.030869199182180798, 0.03684532971066587, 0.02745394584010629, 0.042955165619359297]",,,,,
+opt1_ttfs_estop_m0.05,opt1_ttfs_temporal.py,70687c3a0e15c4f8,8,2,--ttfs --dta --ttfs-early-stop --ttfs-margin 0.05,,2,False,32,16,100,16,1.3716015018051886,0.5836431226765799,0.9453039097063469,0.6060606060606061,0.6060606060606061,115355.24872737555,2.2388570308685303,36.4,2026-08-21T20:16:39.405423+00:00,0.028541723923648104,0.030155454707496306,0.037833673989071566,0.02810792372945477,0.04330314893056365,0.033588,"[0.028541723923648104, 0.030155454707496306, 0.037833673989071566, 0.02810792372945477, 0.04330314893056365]",1,131.26,0.08163,88.0,5410.0
+opt1_ttfs_estop_m0.05,opt1_ttfs_temporal.py,70687c3a0e15c4f8,8,2,--ttfs --dta --ttfs-early-stop --ttfs-margin 0.05,,2,False,32,16,100,17,1.245363414952303,0.6617100371747212,0.9134097677288633,0.6325757575757576,0.6325757575757576,113321.33569004525,2.2384214401245117,38.6,2026-08-21T20:16:41.677578+00:00,0.028464203262153792,0.02959325537085533,0.035327465437790924,0.02838579357108649,0.04275498889824923,0.032905,"[0.028464203262153792, 0.02959325537085533, 0.035327465437790924, 0.02838579357108649, 0.04275498889824923]",,,,,
+opt1_ttfs_estop_m0.05,opt1_ttfs_temporal.py,70687c3a0e15c4f8,8,2,--ttfs --dta --ttfs-early-stop --ttfs-margin 0.05,,2,False,32,16,100,18,1.2666343468272554,0.6561338289962825,0.8366225343762022,0.7537878787878788,0.7537878787878788,114191.66501696833,2.2323338985443115,40.9,2026-08-21T20:16:43.942745+00:00,0.028481230358867085,0.029960435760371825,0.036293709979337806,0.02800542740699123,0.04188760282362208,0.032926,"[0.028481230358867085, 0.029960435760371825, 0.036293709979337806, 0.02800542740699123, 0.04188760282362208]",,,,,
+opt1_ttfs_estop_m0.05,opt1_ttfs_temporal.py,70687c3a0e15c4f8,8,2,--ttfs --dta --ttfs-early-stop --ttfs-margin 0.05,,2,False,32,16,100,19,1.2300507565856422,0.6617100371747212,1.0142884182207512,0.6060606060606061,0.7537878787878788,115308.10746606335,2.2360999584198,43.1,2026-08-21T20:16:46.210086+00:00,0.029705216998563093,0.029451779035084388,0.034681190462673414,0.027457170407561696,0.04191259667277336,0.032642,"[0.029705216998563093, 0.029451779035084388, 0.034681190462673414, 0.027457170407561696, 0.04191259667277336]",1,127.86,0.07942,95.5,5410.0
+opt1_ttfs_estop_m0.05,opt1_ttfs_temporal.py,70687c3a0e15c4f8,8,2,--ttfs --dta --ttfs-early-stop --ttfs-margin 0.05,,2,False,32,16,100,20,1.1607912357855021,0.7044609665427509,0.8204678116422711,0.6893939393939394,0.7537878787878788,113896.78563348416,2.226212978363037,45.3,2026-08-21T20:16:48.462721+00:00,0.029550780706545886,0.02917415462434292,0.03324205077746335,0.02711815102135434,0.04223974596928148,0.032265,"[0.029550780706545886, 0.02917415462434292, 0.03324205077746335, 0.02711815102135434, 0.04223974596928148]",,,,,
+opt1_ttfs_estop_m0.05,opt1_ttfs_temporal.py,70687c3a0e15c4f8,8,2,--ttfs --dta --ttfs-early-stop --ttfs-margin 0.05,,2,False,32,16,100,21,1.1443558847150839,0.7174721189591078,0.9092409213383993,0.6060606060606061,0.7537878787878788,112151.61156674208,2.231703996658325,47.5,2026-08-21T20:16:50.721214+00:00,0.02878495492041111,0.02881009821944377,0.03383393607595388,0.02664324498790152,0.0415591935024542,0.031926,"[0.02878495492041111, 0.02881009821944377, 0.03383393607595388, 0.02664324498790152, 0.0415591935024542]",1,136.54,0.08464,96.0,5410.0
+opt1_ttfs_estop_m0.05,opt1_ttfs_temporal.py,70687c3a0e15c4f8,8,2,--ttfs --dta --ttfs-early-stop --ttfs-margin 0.05,,2,False,32,16,100,22,1.093042808837607,0.7490706319702602,1.010764353203051,0.5946969696969697,0.7537878787878788,113689.63673642534,2.2336556911468506,49.8,2026-08-21T20:16:52.981478+00:00,0.029472300563664997,0.028981138239888585,0.033768580678631276,0.026274530107484144,0.041546247680397594,0.032009,"[0.029472300563664997, 0.028981138239888585, 0.033768580678631276, 0.026274530107484144, 0.041546247680397594]",,,,,
+opt1_ttfs_estop_m0.05,opt1_ttfs_temporal.py,70687c3a0e15c4f8,8,2,--ttfs --dta --ttfs-early-stop --ttfs-margin 0.05,,2,False,32,16,100,23,1.0568337852626928,0.7379182156133829,0.81036161292683,0.7007575757575758,0.7537878787878788,112548.05231900454,2.2269716262817383,52.0,2026-08-21T20:16:55.237352+00:00,0.028732135782347006,0.02909826169557431,0.03440568924826734,0.025934495579670456,0.0413523542092127,0.031905,"[0.028732135782347006, 0.02909826169557431, 0.03440568924826734, 0.025934495579670456, 0.0413523542092127]",1,135.66,0.08392,95.5,5410.0
+opt1_ttfs_estop_m0.05,opt1_ttfs_temporal.py,70687c3a0e15c4f8,8,2,--ttfs --dta --ttfs-early-stop --ttfs-margin 0.05,,2,False,32,16,100,24,1.0460443864524587,0.7676579925650557,0.7494961492943041,0.7462121212121212,0.7537878787878788,113951.11057692308,2.230501413345337,54.2,2026-08-21T20:16:57.495868+00:00,0.02947162091732025,0.02899786293068353,0.034493962850640804,0.02523765417144579,0.041654129457824374,0.031971,"[0.02947162091732025, 0.02899786293068353, 0.034493962850640804, 0.02523765417144579, 0.041654129457824374]",,,,,
+opt1_ttfs_estop_m0.05,opt1_ttfs_temporal.py,70687c3a0e15c4f8,8,2,--ttfs --dta --ttfs-early-stop --ttfs-margin 0.05,,2,False,32,16,100,25,1.0337686946400924,0.7769516728624535,0.7249130227349021,0.7083333333333334,0.7537878787878788,112962.96069004525,2.229224443435669,56.5,2026-08-21T20:16:59.751366+00:00,0.02973166064304464,0.02758317407878006,0.03430380847524194,0.025618047289112034,0.04162381896201302,0.031772,"[0.02973166064304464, 0.02758317407878006, 0.03430380847524194, 0.025618047289112034, 0.04162381896201302]",1,141.48,0.08761,92.0,5410.0
+opt1_ttfs_estop_m0.05,opt1_ttfs_temporal.py,70687c3a0e15c4f8,8,2,--ttfs --dta --ttfs-early-stop --ttfs-margin 0.05,,2,False,32,16,100,26,1.0212111495241356,0.7843866171003717,0.8339314063390096,0.6931818181818182,0.7537878787878788,112584.44471153845,2.2338459491729736,58.7,2026-08-21T20:17:02.012388+00:00,0.02965207978644792,0.02776447913664229,0.03357298935160918,0.02549529733026729,0.04131822901613572,0.031561,"[0.02965207978644792, 0.02776447913664229, 0.03357298935160918, 0.02549529733026729, 0.04131822901613572]",,,,,
+opt1_ttfs_estop_m0.05,opt1_ttfs_temporal.py,70687c3a0e15c4f8,8,2,--ttfs --dta --ttfs-early-stop --ttfs-margin 0.05,,2,False,32,16,100,27,0.9876964548706565,0.8066914498141264,0.7891151923121829,0.7045454545454546,0.7537878787878788,109753.58682126697,2.2224087715148926,60.9,2026-08-21T20:17:04.261998+00:00,0.029364851029480204,0.026659108369665986,0.03142870370956028,0.025890048374147975,0.04169222471468589,0.031007,"[0.029364851029480204, 0.026659108369665986, 0.03142870370956028, 0.025890048374147975, 0.04169222471468589]",1,130.16,0.08035,96.0,5410.0
+opt1_ttfs_estop_m0.05,opt1_ttfs_temporal.py,70687c3a0e15c4f8,8,2,--ttfs --dta --ttfs-early-stop --ttfs-margin 0.05,,2,False,32,16,100,28,1.018935977304735,0.79182156133829,0.731159943522829,0.7159090909090909,0.7537878787878788,110510.6231617647,2.2270305156707764,63.2,2026-08-21T20:17:06.515264+00:00,0.029459076988346437,0.02686230158981155,0.03235254787346896,0.024866869015728727,0.04120703304515166,0.03095,"[0.029459076988346437, 0.02686230158981155, 0.03235254787346896, 0.024866869015728727, 0.04120703304515166]",,,,,
+opt1_ttfs_estop_m0.05,opt1_ttfs_temporal.py,70687c3a0e15c4f8,8,2,--ttfs --dta --ttfs-early-stop --ttfs-margin 0.05,,2,False,32,16,100,29,0.9443738903697981,0.8085501858736059,0.6907003088430925,0.7689393939393939,0.7689393939393939,111248.42307692308,2.233877182006836,65.4,2026-08-21T20:17:08.789603+00:00,0.02977990819250836,0.02681746520102024,0.03272796071627561,0.02424428370945594,0.040819521993398666,0.030878,"[0.02977990819250836, 0.02681746520102024, 0.03272796071627561, 0.02424428370945594, 0.040819521993398666]",,,,,
+opt1_ttfs_estop_m0.05,opt1_ttfs_temporal.py,70687c3a0e15c4f8,8,2,--ttfs --dta --ttfs-early-stop --ttfs-margin 0.05,,2,False,32,16,100,30,0.9248826915889867,0.8364312267657993,0.7059749545473041,0.75,0.7689393939393939,110385.90186651584,2.2241475582122803,67.6,2026-08-21T20:17:11.046224+00:00,0.029725830454160187,0.02637842177029918,0.03206481258658802,0.024680304943638688,0.04105180436197449,0.03078,"[0.029725830454160187, 0.02637842177029918, 0.03206481258658802, 0.024680304943638688, 0.04105180436197449]",1,133.25,0.08232,95.5,5410.0
+opt1_ttfs_estop_m0.05,opt1_ttfs_temporal.py,70687c3a0e15c4f8,8,2,--ttfs --dta --ttfs-early-stop --ttfs-margin 0.05,,2,False,32,16,100,31,0.927198736419465,0.828996282527881,0.8836765253182614,0.6439393939393939,0.7689393939393939,112619.74194004525,2.240077257156372,69.8,2026-08-21T20:17:13.312381+00:00,0.029672317425994313,0.028048735002384466,0.03337019177920678,0.023998154875110176,0.04100378405521898,0.031219,"[0.029672317425994313, 0.028048735002384466, 0.03337019177920678, 0.023998154875110176, 0.04100378405521898]",,,,,
+opt1_ttfs_estop_m0.05,opt1_ttfs_temporal.py,70687c3a0e15c4f8,8,2,--ttfs --dta --ttfs-early-stop --ttfs-margin 0.05,,2,False,32,16,100,32,0.9511590258782681,0.8271375464684015,0.6204701653032592,0.7689393939393939,0.7689393939393939,112458.91982466064,2.23366117477417,72.1,2026-08-21T20:17:15.572069+00:00,0.02948028002591694,0.028526774662382463,0.03292443756671513,0.023821147925713482,0.04068895933382651,0.031088,"[0.02948028002591694, 0.028526774662382463, 0.03292443756671513, 0.023821147925713482, 0.04068895933382651]",1,133.8,0.08302,95.5,5410.0
+opt1_ttfs_estop_m0.05,opt1_ttfs_temporal.py,70687c3a0e15c4f8,8,2,--ttfs --dta --ttfs-early-stop --ttfs-margin 0.05,,2,False,32,16,100,33,0.8344336947543913,0.8921933085501859,0.5736723379655317,0.7954545454545454,0.7954545454545454,110131.51102941176,2.239180564880371,74.3,2026-08-21T20:17:17.840238+00:00,0.02956363931298256,0.02696227643857984,0.031517617842730355,0.022883186555084062,0.04055392588762676,0.030296,"[0.02956363931298256, 0.02696227643857984, 0.031517617842730355, 0.022883186555084062, 0.04055392588762676]",,,,,
+opt1_ttfs_estop_m0.05,opt1_ttfs_temporal.py,70687c3a0e15c4f8,8,2,--ttfs --dta --ttfs-early-stop --ttfs-margin 0.05,,2,False,32,16,100,34,0.8886715027479434,0.8513011152416357,0.7499257849924492,0.7462121212121212,0.7954545454545454,112099.48274886877,2.2329981327056885,76.6,2026-08-21T20:17:20.107289+00:00,0.03020600459593184,0.02744867663611384,0.03191150286618401,0.022164180874824524,0.04038671776652336,0.030423,"[0.03020600459593184, 0.02744867663611384, 0.03191150286618401, 0.022164180874824524, 0.04038671776652336]",1,142.12,0.08815,97.0,5410.0
+opt1_ttfs_estop_m0.05,opt1_ttfs_temporal.py,70687c3a0e15c4f8,8,2,--ttfs --dta --ttfs-early-stop --ttfs-margin 0.05,,2,False,32,16,100,35,0.8225945949997601,0.8903345724907064,0.545487257567319,0.7954545454545454,0.7954545454545454,112797.77248303167,2.245281934738159,78.8,2026-08-21T20:17:22.378476+00:00,0.03078089501051342,0.027552049497471136,0.030882959199302337,0.021567274542415842,0.04061989771092639,0.030281,"[0.03078089501051342, 0.027552049497471136, 0.030882959199302337, 0.021567274542415842, 0.04061989771092639]",,,,,
+opt1_ttfs_estop_m0.05,opt1_ttfs_temporal.py,70687c3a0e15c4f8,8,2,--ttfs --dta --ttfs-early-stop --ttfs-margin 0.05,,2,False,32,16,100,36,0.8644046938552289,0.8643122676579925,0.6164406556071658,0.7916666666666666,0.7954545454545454,112913.85393099546,2.2379770278930664,81.0,2026-08-21T20:17:24.643866+00:00,0.030579337521510964,0.028535495347836438,0.030041651252438042,0.021179116166689816,0.04056630217853714,0.03018,"[0.030579337521510964, 0.028535495347836438, 0.030041651252438042, 0.021179116166689816, 0.04056630217853714]",,,,,
+opt1_ttfs_estop_m0.05,opt1_ttfs_temporal.py,70687c3a0e15c4f8,8,2,--ttfs --dta --ttfs-early-stop --ttfs-margin 0.05,,2,False,32,16,100,37,0.813215398655505,0.8940520446096655,0.540477041945313,0.7916666666666666,0.7954545454545454,111110.81829751132,2.241957902908325,83.3,2026-08-21T20:17:26.911529+00:00,0.03058512760874103,0.026751379318097058,0.030265756060971934,0.02072296861340018,0.04030923282398897,0.029727,"[0.03058512760874103, 0.026751379318097058, 0.030265756060971934, 0.02072296861340018, 0.04030923282398897]",1,133.66,0.08324,95.5,5410.0
+opt1_ttfs_estop_m0.05,opt1_ttfs_temporal.py,70687c3a0e15c4f8,8,2,--ttfs --dta --ttfs-early-stop --ttfs-margin 0.05,,2,False,32,16,100,38,0.8394390149630578,0.879182156133829,0.6512457394238674,0.7651515151515151,0.7954545454545454,111636.10336538462,2.2437262535095215,85.5,2026-08-21T20:17:29.183676+00:00,0.03149328512303969,0.025900519617340145,0.02945357243366101,0.020280117388157284,0.0399110545130337,0.029408,"[0.03149328512303969, 0.025900519617340145, 0.02945357243366101, 0.020280117388157284, 0.0399110545130337]",,,,,
+opt1_ttfs_estop_m0.05,opt1_ttfs_temporal.py,70687c3a0e15c4f8,8,2,--ttfs --dta --ttfs-early-stop --ttfs-margin 0.05,,2,False,32,16,100,39,0.7805456632131981,0.9089219330855018,0.6718833410378658,0.7651515151515151,0.7954545454545454,110886.7433540724,2.247520923614502,87.8,2026-08-21T20:17:31.459550+00:00,0.0316416500684093,0.02565252748044098,0.027879572309115353,0.02044783784624408,0.040254739715772515,0.029175,"[0.0316416500684093, 0.02565252748044098, 0.027879572309115353, 0.02044783784624408, 0.040254739715772515]",1,132.71,0.08285,95.0,5410.0
+opt1_ttfs_estop_m0.05,opt1_ttfs_temporal.py,70687c3a0e15c4f8,8,2,--ttfs --dta --ttfs-early-stop --ttfs-margin 0.05,,2,False,32,16,100,40,0.8248956449412945,0.895910780669145,0.5434758021976008,0.8068181818181818,0.8068181818181818,107308.81759049774,2.2521276473999023,90.0,2026-08-21T20:17:33.739395+00:00,0.0303372853599927,0.02476402558386326,0.02790018992827219,0.021044148570474458,0.04028639657532468,0.028866,"[0.0303372853599927, 0.02476402558386326, 0.02790018992827219, 0.021044148570474458, 0.04028639657532468]",,,,,
+opt1_ttfs_estop_m0.05,opt1_ttfs_temporal.py,70687c3a0e15c4f8,8,2,--ttfs --dta --ttfs-early-stop --ttfs-margin 0.05,,2,False,32,16,100,41,0.7753874475628026,0.8940520446096655,0.631490538517634,0.7954545454545454,0.8068181818181818,106061.65625,2.250871419906616,92.3,2026-08-21T20:17:36.025445+00:00,0.02964065519764143,0.024825790239607588,0.0281722958692733,0.02109482281786554,0.040245108087273204,0.028796,"[0.02964065519764143, 0.024825790239607588, 0.0281722958692733, 0.02109482281786554, 0.040245108087273204]",1,133.35,0.08338,95.0,5410.0
+opt1_ttfs_estop_m0.05,opt1_ttfs_temporal.py,70687c3a0e15c4f8,8,2,--ttfs --dta --ttfs-early-stop --ttfs-margin 0.05,,2,False,32,16,100,42,0.7940772975687644,0.9033457249070632,0.5595554772651556,0.8143939393939394,0.8143939393939394,105276.95871040724,2.2486863136291504,94.5,2026-08-21T20:17:38.300402+00:00,0.029497277320307845,0.02434316715773414,0.028287506278823402,0.020797289360095474,0.04033022242433885,0.028651,"[0.029497277320307845, 0.02434316715773414, 0.028287506278823402, 0.020797289360095474, 0.04033022242433885]",,,,,
+opt1_ttfs_estop_m0.05,opt1_ttfs_temporal.py,70687c3a0e15c4f8,8,2,--ttfs --dta --ttfs-early-stop --ttfs-margin 0.05,,2,False,32,16,100,43,0.757032068245473,0.9219330855018587,0.529039636705861,0.7992424242424242,0.8143939393939394,105089.38503959276,2.259030342102051,96.8,2026-08-21T20:17:40.590519+00:00,0.029641511576140627,0.024163927225505605,0.027832217624082285,0.02030695087331183,0.04045394983361749,0.02848,"[0.029641511576140627, 0.024163927225505605, 0.027832217624082285, 0.02030695087331183, 0.04045394983361749]",1,115.42,0.07243,97.0,5410.0
+opt1_ttfs_estop_m0.05,opt1_ttfs_temporal.py,70687c3a0e15c4f8,8,2,--ttfs --dta --ttfs-early-stop --ttfs-margin 0.05,,2,False,32,16,100,44,0.7809143675747414,0.912639405204461,0.5355220888600205,0.8143939393939394,0.8143939393939394,105064.00721153845,2.2542781829833984,99.0,2026-08-21T20:17:42.871643+00:00,0.029611040454576996,0.024423203595420894,0.027531470993862432,0.019749328603639323,0.04012978668598568,0.028289,"[0.029611040454576996, 0.024423203595420894, 0.027531470993862432, 0.019749328603639323, 0.04012978668598568]",,,,,
+opt1_ttfs_estop_m0.05,opt1_ttfs_temporal.py,70687c3a0e15c4f8,8,2,--ttfs --dta --ttfs-early-stop --ttfs-margin 0.05,,2,False,32,16,100,45,0.7768856628233616,0.9070631970260223,0.4961825067346746,0.8560606060606061,0.8560606060606061,104783.77333144797,2.2609808444976807,101.3,2026-08-21T20:17:45.159814+00:00,0.029512016540941072,0.02457190359778264,0.027211354607168364,0.019296319278724054,0.03998349913779427,0.028115,"[0.029512016540941072, 0.02457190359778264, 0.027211354607168364, 0.019296319278724054, 0.03998349913779427]",1,121.17,0.0761,90.0,5410.0
+opt1_ttfs_estop_m0.05,opt1_ttfs_temporal.py,70687c3a0e15c4f8,8,2,--ttfs --dta --ttfs-early-stop --ttfs-margin 0.05,,2,False,32,16,100,46,0.7667843236355977,0.9089219330855018,0.49332729252901947,0.8522727272727273,0.8560606060606061,104019.6155260181,2.262026786804199,103.6,2026-08-21T20:17:47.454239+00:00,0.02964066681178177,0.023689309354214108,0.027012688819976413,0.019242730101241785,0.04032264474560233,0.027982,"[0.02964066681178177, 0.023689309354214108, 0.027012688819976413, 0.019242730101241785, 0.04032264474560233]",,,,,
+opt1_ttfs_estop_m0.05,opt1_ttfs_temporal.py,70687c3a0e15c4f8,8,2,--ttfs --dta --ttfs-early-stop --ttfs-margin 0.05,,2,False,32,16,100,47,0.7373839062829,0.9182156133828996,0.4960206927675189,0.8636363636363636,0.8636363636363636,104556.95390271493,2.254767894744873,105.8,2026-08-21T20:17:49.738580+00:00,0.0299288726904813,0.02360864673905513,0.02701336068703848,0.019369203049470398,0.040387408260036915,0.028061,"[0.0299288726904813, 0.02360864673905513, 0.02701336068703848, 0.019369203049470398, 0.040387408260036915]",,,,,
+opt1_ttfs_estop_m0.05,opt1_ttfs_temporal.py,70687c3a0e15c4f8,8,2,--ttfs --dta --ttfs-early-stop --ttfs-margin 0.05,,2,False,32,16,100,48,0.726470904057797,0.9275092936802974,0.48707422523787525,0.8484848484848485,0.8636363636363636,105025.81928733032,2.272287607192993,108.1,2026-08-21T20:17:52.043146+00:00,0.029656980953672352,0.02426848965970909,0.027871972936041215,0.01859685099300216,0.04017501083367011,0.028114,"[0.029656980953672352, 0.02426848965970909, 0.027871972936041215, 0.01859685099300216, 0.04017501083367011]",1,130.4,0.08231,95.5,5410.0
+opt1_ttfs_estop_m0.05,opt1_ttfs_temporal.py,70687c3a0e15c4f8,8,2,--ttfs --dta --ttfs-early-stop --ttfs-margin 0.05,,2,False,32,16,100,49,0.7140745383213001,0.9237918215613383,0.5354352602452943,0.8106060606060606,0.8636363636363636,104986.04425904978,2.26690411567688,110.4,2026-08-21T20:17:54.337939+00:00,0.029967108522267902,0.024218435782720062,0.02670610520769568,0.018406138700597426,0.04000521363580928,0.027861,"[0.029967108522267902, 0.024218435782720062, 0.02670610520769568, 0.018406138700597426, 0.04000521363580928]",,,,,
+opt1_ttfs_estop_m0.05,opt1_ttfs_temporal.py,70687c3a0e15c4f8,8,2,--ttfs --dta --ttfs-early-stop --ttfs-margin 0.05,,2,False,32,16,100,50,0.724200952230333,0.9256505576208178,0.6075656206318827,0.8068181818181818,0.8636363636363636,104378.27545248868,2.270533800125122,112.6,2026-08-21T20:17:56.635234+00:00,0.02973417685750653,0.02438892358366181,0.026226321564001197,0.01806832115878077,0.03974165438729174,0.027632,"[0.02973417685750653, 0.02438892358366181, 0.026226321564001197, 0.01806832115878077, 0.03974165438729174]",1,128.8,0.08123,95.0,5410.0
+opt1_ttfs_estop_m0.05,opt1_ttfs_temporal.py,70687c3a0e15c4f8,8,2,--ttfs --dta --ttfs-early-stop --ttfs-margin 0.05,,2,False,32,16,100,51,0.701282908703758,0.9423791821561338,0.4890887683088129,0.8333333333333334,0.8636363636363636,104300.51569570135,2.2644388675689697,114.9,2026-08-21T20:17:58.926205+00:00,0.030089962789241004,0.024059654706541228,0.025292481240980765,0.018168775255189222,0.03947267506052466,0.027417,"[0.030089962789241004, 0.024059654706541228, 0.025292481240980765, 0.018168775255189222, 0.03947267506052466]",,,,,
+opt1_ttfs_estop_m0.05,opt1_ttfs_temporal.py,70687c3a0e15c4f8,8,2,--ttfs --dta --ttfs-early-stop --ttfs-margin 0.05,,2,False,32,16,100,52,0.6876272816197136,0.9516728624535316,0.48609748934254504,0.8560606060606061,0.8636363636363636,103172.05514705883,2.264742851257324,117.2,2026-08-21T20:18:01.219148+00:00,0.029733725987813053,0.02356927458416013,0.025474902242422104,0.018441077321767807,0.03965484833016115,0.027375,"[0.029733725987813053, 0.02356927458416013, 0.025474902242422104, 0.018441077321767807, 0.03965484833016115]",1,126.5,0.07958,95.5,5410.0
+opt1_ttfs_estop_m0.05,opt1_ttfs_temporal.py,70687c3a0e15c4f8,8,2,--ttfs --dta --ttfs-early-stop --ttfs-margin 0.05,,2,False,32,16,100,53,0.6820457218748043,0.9553903345724907,0.4848232233163082,0.8446969696969697,0.8636363636363636,102810.40002828055,2.266892910003662,119.4,2026-08-21T20:18:03.527599+00:00,0.029365065891076538,0.024115180158439803,0.025262811166398665,0.018049016814021504,0.03987825837205438,0.027334,"[0.029365065891076538, 0.024115180158439803, 0.025262811166398665, 0.018049016814021504, 0.03987825837205438]",,,,,
+opt1_ttfs_estop_m0.05,opt1_ttfs_temporal.py,70687c3a0e15c4f8,8,2,--ttfs --dta --ttfs-early-stop --ttfs-margin 0.05,,2,False,32,16,100,54,0.6892073112349528,0.9405204460966543,0.4655626502000924,0.8674242424242424,0.8674242424242424,102843.42265271493,2.2565526962280273,121.7,2026-08-21T20:18:05.812020+00:00,0.0295013209037921,0.024021359379677212,0.024875687544836718,0.01839104502954904,0.04034273655099027,0.027426,"[0.0295013209037921, 0.024021359379677212, 0.024875687544836718, 0.01839104502954904, 0.04034273655099027]",1,96.08,0.06022,98.5,5410.0
+opt1_ttfs_estop_m0.05,opt1_ttfs_temporal.py,70687c3a0e15c4f8,8,2,--ttfs --dta --ttfs-early-stop --ttfs-margin 0.05,,2,False,32,16,100,55,0.7073118934844063,0.9200743494423792,0.4975036653605374,0.8522727272727273,0.8674242424242424,103010.74179864253,2.259645938873291,123.9,2026-08-21T20:18:08.105733+00:00,0.029873911839197662,0.023631778052624536,0.02475971936741296,0.01731529284049483,0.039876394192962086,0.027091,"[0.029873911839197662, 0.023631778052624536, 0.02475971936741296, 0.01731529284049483, 0.039876394192962086]",,,,,
+opt1_ttfs_estop_m0.05,opt1_ttfs_temporal.py,70687c3a0e15c4f8,8,2,--ttfs --dta --ttfs-early-stop --ttfs-margin 0.05,,2,False,32,16,100,56,0.6618822072961517,0.966542750929368,0.4659333518057158,0.8674242424242424,0.8674242424242424,102309.07211538462,2.2600648403167725,126.2,2026-08-21T20:18:10.391969+00:00,0.02986845505588195,0.022929574855986762,0.024780230925363654,0.01759268474929473,0.03976638943833463,0.026987,"[0.02986845505588195, 0.022929574855986762, 0.024780230925363654, 0.01759268474929473, 0.03976638943833463]",1,131.3,0.08243,95.5,5410.0
+opt1_ttfs_estop_m0.05,opt1_ttfs_temporal.py,70687c3a0e15c4f8,8,2,--ttfs --dta --ttfs-early-stop --ttfs-margin 0.05,,2,False,32,16,100,57,0.6587313065741585,0.9572490706319703,0.5636353908163129,0.8068181818181818,0.8674242424242424,104233.43537895929,2.271977186203003,128.5,2026-08-21T20:18:12.692343+00:00,0.030704165096668637,0.023073749726309496,0.0249594167313155,0.017030663130914465,0.03981894934002091,0.027117,"[0.030704165096668637, 0.023073749726309496, 0.0249594167313155, 0.017030663130914465, 0.03981894934002091]",,,,,
+opt1_ttfs_estop_m0.05,opt1_ttfs_temporal.py,70687c3a0e15c4f8,8,2,--ttfs --dta --ttfs-early-stop --ttfs-margin 0.05,,2,False,32,16,100,58,0.6645848797599623,0.9479553903345725,0.5108178917205695,0.8484848484848485,0.8674242424242424,103044.52644230769,2.265420436859131,130.7,2026-08-21T20:18:14.985723+00:00,0.030293347861836937,0.022712617893429363,0.02517472251373179,0.01656537360566504,0.03973305817036068,0.026896,"[0.030293347861836937, 0.022712617893429363, 0.02517472251373179, 0.01656537360566504, 0.03973305817036068]",,,,,
+opt1_ttfs_estop_m0.05,opt1_ttfs_temporal.py,70687c3a0e15c4f8,8,2,--ttfs --dta --ttfs-early-stop --ttfs-margin 0.05,,2,False,32,16,100,59,0.6812678637557756,0.9349442379182156,0.5426355835163232,0.8257575757575758,0.8674242424242424,104373.08752828055,2.2618846893310547,133.0,2026-08-21T20:18:17.275452+00:00,0.030854028923546568,0.022849464898600298,0.024981673039934215,0.017385525957626456,0.04011602962718291,0.027237,"[0.030854028923546568, 0.022849464898600298, 0.024981673039934215, 0.017385525957626456, 0.04011602962718291]",,,,,
+opt1_ttfs_estop_m0.05,opt1_ttfs_temporal.py,70687c3a0e15c4f8,8,2,--ttfs --dta --ttfs-early-stop --ttfs-margin 0.05,,2,False,32,16,100,60,0.6344973136944398,0.9795539033457249,0.42151810725529987,0.8863636363636364,0.8863636363636364,104152.04765271493,2.2636516094207764,135.3,2026-08-21T20:18:19.567299+00:00,0.03063247418578933,0.02330809470046969,0.02460061539621914,0.017130272462964058,0.039606292896410995,0.027056,"[0.03063247418578933, 0.02330809470046969, 0.02460061539621914, 0.017130272462964058, 0.039606292896410995]",,,,,
+opt1_ttfs_estop_m0.05,opt1_ttfs_temporal.py,70687c3a0e15c4f8,8,2,--ttfs --dta --ttfs-early-stop --ttfs-margin 0.05,,2,False,32,16,100,61,0.6636062326484453,0.9628252788104089,0.4460367163022359,0.8939393939393939,0.8939393939393939,104172.86962669683,2.27315354347229,137.5,2026-08-21T20:18:21.872544+00:00,0.030648517477161744,0.023362026385524693,0.024468968458035412,0.017117375179248696,0.03977610740591498,0.027075,"[0.030648517477161744, 0.023362026385524693, 0.024468968458035412, 0.017117375179248696, 0.03977610740591498]",1,127.91,0.08077,96.0,5410.0
+opt1_ttfs_estop_m0.05,opt1_ttfs_temporal.py,70687c3a0e15c4f8,8,2,--ttfs --dta --ttfs-early-stop --ttfs-margin 0.05,,2,False,32,16,100,62,0.6228335216142874,0.9721189591078067,0.46648412762266217,0.8674242424242424,0.8939393939393939,103960.5207861991,2.267426013946533,139.8,2026-08-21T20:18:24.176213+00:00,0.030660703668699545,0.02290437458192601,0.024998913026031327,0.016844130285522518,0.03976052057217149,0.027034,"[0.030660703668699545, 0.02290437458192601, 0.024998913026031327, 0.016844130285522518, 0.03976052057217149]",,,,,
+opt1_ttfs_estop_m0.05,opt1_ttfs_temporal.py,70687c3a0e15c4f8,8,2,--ttfs --dta --ttfs-early-stop --ttfs-margin 0.05,,2,False,32,16,100,63,0.6492220254192566,0.9646840148698885,0.41897266922575055,0.8825757575757576,0.8939393939393939,104167.01343325792,2.2558372020721436,142.1,2026-08-21T20:18:26.459688+00:00,0.030860395773368722,0.022912837893647307,0.0245870834983447,0.016789811827680644,0.03999673838124556,0.027029,"[0.030860395773368722, 0.022912837893647307, 0.0245870834983447, 0.016789811827680644, 0.03999673838124556]",1,130.41,0.08172,95.0,5410.0
+opt1_ttfs_estop_m0.05,opt1_ttfs_temporal.py,70687c3a0e15c4f8,8,2,--ttfs --dta --ttfs-early-stop --ttfs-margin 0.05,,2,False,32,16,100,64,0.6297712658417712,0.9758364312267658,0.47872572414802783,0.8522727272727273,0.8939393939393939,104430.74137443438,2.2652714252471924,144.3,2026-08-21T20:18:28.750687+00:00,0.03074411500026198,0.02360755522899768,0.02431536268662004,0.016187862109612015,0.040063814862686044,0.026984,"[0.03074411500026198, 0.02360755522899768, 0.02431536268662004, 0.016187862109612015, 0.040063814862686044]",,,,,
+opt1_ttfs_estop_m0.05,opt1_ttfs_temporal.py,70687c3a0e15c4f8,8,2,--ttfs --dta --ttfs-early-stop --ttfs-margin 0.05,,2,False,32,16,100,65,0.6274348774364004,0.966542750929368,0.4734722791296063,0.8674242424242424,0.8939393939393939,104346.92449095022,2.258371591567993,146.6,2026-08-21T20:18:31.036548+00:00,0.030985758694655755,0.023201066124088624,0.023983541656942928,0.016270186642513555,0.03992869529653998,0.026874,"[0.030985758694655755, 0.023201066124088624, 0.023983541656942928, 0.016270186642513555, 0.03992869529653998]",1,157.76,0.09897,98.5,5410.0
+opt1_ttfs_estop_m0.05,opt1_ttfs_temporal.py,70687c3a0e15c4f8,8,2,--ttfs --dta --ttfs-early-stop --ttfs-margin 0.05,,2,False,32,16,100,66,0.6233423409851954,0.9702602230483272,0.4973544758377653,0.8636363636363636,0.8939393939393939,104357.30811651584,2.2582032680511475,148.8,2026-08-21T20:18:33.324608+00:00,0.03101437977131675,0.023121197872302112,0.02408054646323709,0.016163700862842446,0.03958979139433188,0.026794,"[0.03101437977131675, 0.023121197872302112, 0.02408054646323709, 0.016163700862842446, 0.03958979139433188]",,,,,
+opt1_ttfs_estop_m0.05,opt1_ttfs_temporal.py,70687c3a0e15c4f8,8,2,--ttfs --dta --ttfs-early-stop --ttfs-margin 0.05,,2,False,32,16,100,67,0.6155734613925551,0.983271375464684,0.43794238477042224,0.8522727272727273,0.8939393939393939,104136.65794683258,2.2528491020202637,151.1,2026-08-21T20:18:35.606799+00:00,0.030995251282173043,0.023084245183888602,0.023851668681291974,0.015985857914475834,0.03980056634720634,0.026744,"[0.030995251282173043, 0.023084245183888602, 0.023851668681291974, 0.015985857914475834, 0.03980056634720634]",,,,,
+opt1_ttfs_estop_m0.05,opt1_ttfs_temporal.py,70687c3a0e15c4f8,8,2,--ttfs --dta --ttfs-early-stop --ttfs-margin 0.05,,2,False,32,16,100,68,0.614160898228117,0.9795539033457249,0.46051294785557373,0.8598484848484849,0.8939393939393939,103956.36948529411,2.2571866512298584,153.3,2026-08-21T20:18:37.890613+00:00,0.03093685845241827,0.022889192161314627,0.02412715948679868,0.016022243153522995,0.039477922241477406,0.026691,"[0.03093685845241827, 0.022889192161314627, 0.02412715948679868, 0.016022243153522995, 0.039477922241477406]",1,133.06,0.08343,97.0,5410.0
+opt1_ttfs_estop_m0.05,opt1_ttfs_temporal.py,70687c3a0e15c4f8,8,2,--ttfs --dta --ttfs-early-stop --ttfs-margin 0.05,,2,False,32,16,100,69,0.6098960467430738,0.9851301115241635,0.47607508301734924,0.8484848484848485,0.8939393939393939,103633.02743212669,2.2554900646209717,155.6,2026-08-21T20:18:40.172380+00:00,0.030991369529682046,0.022506771609187126,0.024007497136207187,0.01620694962056244,0.039708340430960935,0.026684,"[0.030991369529682046, 0.022506771609187126, 0.024007497136207187, 0.01620694962056244, 0.039708340430960935]",,,,,
+opt1_ttfs_estop_m0.05,opt1_ttfs_temporal.py,70687c3a0e15c4f8,8,2,--ttfs --dta --ttfs-early-stop --ttfs-margin 0.05,,2,False,32,16,100,70,0.6021807373234773,0.9851301115241635,0.43066163315917505,0.8825757575757576,0.8939393939393939,104436.82437782806,2.257204294204712,157.9,2026-08-21T20:18:42.456741+00:00,0.03100843815242543,0.023196280879132888,0.02404550090432167,0.016417307012221393,0.039417422212222046,0.026817,"[0.03100843815242543, 0.023196280879132888, 0.02404550090432167, 0.016417307012221393, 0.039417422212222046]",1,123.29,0.0773,94.0,5410.0
+opt1_ttfs_estop_m0.05,opt1_ttfs_temporal.py,70687c3a0e15c4f8,8,2,--ttfs --dta --ttfs-early-stop --ttfs-margin 0.05,,2,False,32,16,100,71,0.5980729008695893,0.983271375464684,0.4377399795886242,0.8787878787878788,0.8939393939393939,104426.8854638009,2.2561798095703125,160.1,2026-08-21T20:18:44.741730+00:00,0.03103286893490483,0.023242543396704337,0.023879807771128768,0.016229114988270926,0.03965571150183678,0.026808,"[0.03103286893490483, 0.023242543396704337, 0.023879807771128768, 0.016229114988270926, 0.03965571150183678]",,,,,
+opt1_ttfs_estop_m0.05,opt1_ttfs_temporal.py,70687c3a0e15c4f8,8,2,--ttfs --dta --ttfs-early-stop --ttfs-margin 0.05,,2,False,32,16,100,72,0.605361926954475,0.983271375464684,0.4668989262797616,0.8674242424242424,0.8939393939393939,104772.14338235294,2.255995035171509,162.4,2026-08-21T20:18:47.024737+00:00,0.03101312697810285,0.023611159447361443,0.023919356986880302,0.01606076123083339,0.03982461090473568,0.026886,"[0.03101312697810285, 0.023611159447361443, 0.023919356986880302, 0.01606076123083339, 0.03982461090473568]",1,132.47,0.08301,95.5,5410.0
+opt1_ttfs_estop_m0.05,opt1_ttfs_temporal.py,70687c3a0e15c4f8,8,2,--ttfs --dta --ttfs-early-stop --ttfs-margin 0.05,,2,False,32,16,100,73,0.6064612537511662,0.9814126394052045,0.4223589680411599,0.8674242424242424,0.8939393939393939,104650.44937782806,2.2582175731658936,164.6,2026-08-21T20:18:49.309971+00:00,0.03100880827097332,0.02362590524203637,0.023695411270155627,0.015982522136148286,0.039793437456383425,0.026821,"[0.03100880827097332, 0.02362590524203637, 0.023695411270155627, 0.015982522136148286, 0.039793437456383425]",,,,,
+opt1_ttfs_estop_m0.05,opt1_ttfs_temporal.py,70687c3a0e15c4f8,8,2,--ttfs --dta --ttfs-early-stop --ttfs-margin 0.05,,2,False,32,16,100,74,0.6008235222788105,0.9776951672862454,0.4474957784016927,0.8712121212121212,0.8939393939393939,104423.00777714932,2.2588841915130615,166.9,2026-08-21T20:18:51.596055+00:00,0.031058187432148877,0.02343338421162437,0.02341459702481242,0.01611585750737611,0.03986455302904634,0.026777,"[0.031058187432148877, 0.02343338421162437, 0.02341459702481242, 0.01611585750737611, 0.03986455302904634]",1,116.12,0.07286,94.0,5410.0
+opt1_ttfs_estop_m0.05,opt1_ttfs_temporal.py,70687c3a0e15c4f8,8,2,--ttfs --dta --ttfs-early-stop --ttfs-margin 0.05,,2,False,32,16,100,75,0.5940700614319415,0.9888475836431226,0.4360514228994196,0.8787878787878788,0.8939393939393939,104279.29227941176,2.2620861530303955,169.2,2026-08-21T20:18:53.887532+00:00,0.031007535536499584,0.023294106016264242,0.023621425909154555,0.016133060350137597,0.03958842771894792,0.026729,"[0.031007535536499584, 0.023294106016264242, 0.023621425909154555, 0.016133060350137597, 0.03958842771894792]",,,,,
+opt1_ttfs_estop_m0.05,opt1_ttfs_temporal.py,70687c3a0e15c4f8,8,2,--ttfs --dta --ttfs-early-stop --ttfs-margin 0.05,,2,False,32,16,100,76,0.5925308248810609,0.9869888475836431,0.4377199077244961,0.8825757575757576,0.8939393939393939,104473.98670814479,2.256927967071533,171.4,2026-08-21T20:18:56.170433+00:00,0.03108626779387979,0.02328700780430261,0.023703467319993413,0.016080241431208217,0.03971341515288634,0.026774,"[0.03108626779387979, 0.02328700780430261, 0.023703467319993413, 0.016080241431208217, 0.03971341515288634]",1,126.87,0.07954,94.5,5410.0
+opt1_ttfs_estop_m0.05,opt1_ttfs_temporal.py,70687c3a0e15c4f8,8,2,--ttfs --dta --ttfs-early-stop --ttfs-margin 0.05,,2,False,32,16,100,77,0.5936359681161363,0.9907063197026023,0.3870153616775166,0.8787878787878788,0.8939393939393939,104626.33724547512,2.257533550262451,173.7,2026-08-21T20:18:58.454627+00:00,0.0310683436691761,0.023440876866088194,0.02379211158875157,0.015949467197060585,0.039616200853796565,0.026773,"[0.0310683436691761, 0.023440876866088194, 0.02379211158875157, 0.015949467197060585, 0.039616200853796565]",,,,,
+opt1_ttfs_estop_m0.05,opt1_ttfs_temporal.py,70687c3a0e15c4f8,8,2,--ttfs --dta --ttfs-early-stop --ttfs-margin 0.05,,2,False,32,16,100,78,0.5879911476794671,0.9907063197026023,0.4109046445651488,0.8939393939393939,0.8939393939393939,104727.9281674208,2.2675929069519043,175.9,2026-08-21T20:19:00.750745+00:00,0.03107778826618896,0.023685219423735842,0.02350583310951205,0.015768487006425858,0.039545499445760954,0.026717,"[0.03107778826618896, 0.023685219423735842, 0.02350583310951205, 0.015768487006425858, 0.039545499445760954]",,,,,
+opt1_ttfs_estop_m0.05,opt1_ttfs_temporal.py,70687c3a0e15c4f8,8,2,--ttfs --dta --ttfs-early-stop --ttfs-margin 0.05,,2,False,32,16,100,79,0.588599738578371,0.983271375464684,0.40171083762790216,0.8939393939393939,0.8939393939393939,104478.67081447963,2.2611470222473145,178.2,2026-08-21T20:19:03.037168+00:00,0.03112656162942157,0.023369311957674867,0.023433818098376778,0.015899178188513306,0.03959588443531709,0.026685,"[0.03112656162942157, 0.023369311957674867, 0.023433818098376778, 0.015899178188513306, 0.03959588443531709]",1,141.59,0.08893,96.0,5410.0
+opt1_ttfs_estop_m0.05,opt1_ttfs_temporal.py,70687c3a0e15c4f8,8,2,--ttfs --dta --ttfs-early-stop --ttfs-margin 0.05,,2,False,32,16,100,80,0.5834884328913068,0.9925650557620818,0.40675977323994494,0.8939393939393939,0.8939393939393939,104445.74137443438,2.256208658218384,180.5,2026-08-21T20:19:05.319709+00:00,0.03114642169983948,0.023277558824595285,0.023404743631972987,0.01616808629649527,0.039788569816771674,0.026757,"[0.03114642169983948, 0.023277558824595285, 0.023404743631972987, 0.01616808629649527, 0.039788569816771674]",,,,,
+opt1_ttfs_estop_m0.05,opt1_ttfs_temporal.py,70687c3a0e15c4f8,8,2,--ttfs --dta --ttfs-early-stop --ttfs-margin 0.05,,2,False,32,16,100,81,0.5860544110762586,0.9851301115241635,0.44177216020497406,0.8787878787878788,0.8939393939393939,104369.07932692308,2.257005214691162,182.7,2026-08-21T20:19:07.601344+00:00,0.031077877782723484,0.023425862193107605,0.023230896276586196,0.016201702220474973,0.03957337601219907,0.026702,"[0.031077877782723484, 0.023425862193107605, 0.023230896276586196, 0.016201702220474973, 0.03957337601219907]",1,121.72,0.07631,96.0,5410.0
+opt1_ttfs_estop_m0.05,opt1_ttfs_temporal.py,70687c3a0e15c4f8,8,2,--ttfs --dta --ttfs-early-stop --ttfs-margin 0.05,,2,False,32,16,100,82,0.5750272584227382,0.9944237918215614,0.4111083980762597,0.875,0.8939393939393939,104137.42081447963,2.2586536407470703,185.0,2026-08-21T20:19:09.886895+00:00,0.03105549536207143,0.023246942745412096,0.023287893985124195,0.015984709977227098,0.03977086000582751,0.026669,"[0.03105549536207143, 0.023246942745412096, 0.023287893985124195, 0.015984709977227098, 0.03977086000582751]",,,,,
+opt1_ttfs_estop_m0.05,opt1_ttfs_temporal.py,70687c3a0e15c4f8,8,2,--ttfs --dta --ttfs-early-stop --ttfs-margin 0.05,,2,False,32,16,100,83,0.5808662311295151,0.9907063197026023,0.4131266917243148,0.8939393939393939,0.8939393939393939,104425.59530542987,2.266941785812378,187.2,2026-08-21T20:19:12.181078+00:00,0.03108077123761177,0.023461360922631097,0.023319777649115112,0.01593225898549837,0.03982992733226103,0.026725,"[0.03108077123761177, 0.023461360922631097, 0.023319777649115112, 0.01593225898549837, 0.03982992733226103]",1,134.1,0.08444,95.0,5410.0
+opt1_ttfs_estop_m0.05,opt1_ttfs_temporal.py,70687c3a0e15c4f8,8,2,--ttfs --dta --ttfs-early-stop --ttfs-margin 0.05,,2,False,32,16,100,84,0.5758850113609909,0.9944237918215614,0.41287849617726874,0.8863636363636364,0.8939393939393939,104444.04864253395,2.2604217529296875,189.5,2026-08-21T20:19:14.469465+00:00,0.03107069093076622,0.023383644464261392,0.02347559525686152,0.01622665421489407,0.03993734301013105,0.026819,"[0.03107069093076622, 0.023383644464261392, 0.02347559525686152, 0.01622665421489407, 0.03993734301013105]",,,,,
+opt1_ttfs_estop_m0.05,opt1_ttfs_temporal.py,70687c3a0e15c4f8,8,2,--ttfs --dta --ttfs-early-stop --ttfs-margin 0.05,,2,False,32,16,100,85,0.5883436522076121,0.9888475836431226,0.3952993434486967,0.8863636363636364,0.8939393939393939,104309.43962104071,2.266505002975464,191.8,2026-08-21T20:19:16.774588+00:00,0.03107719057623078,0.023310507592909476,0.023376891279921812,0.016082547933739776,0.03982921974623904,0.026735,"[0.03107719057623078, 0.023310507592909476, 0.023376891279921812, 0.016082547933739776, 0.03982921974623904]",1,118.27,0.07446,96.5,5410.0
+opt1_ttfs_estop_m0.05,opt1_ttfs_temporal.py,70687c3a0e15c4f8,8,2,--ttfs --dta --ttfs-early-stop --ttfs-margin 0.05,,2,False,32,16,100,86,0.5815169325991634,0.9869888475836431,0.41703839284000976,0.875,0.8939393939393939,104349.18057126697,2.2638018131256104,194.0,2026-08-21T20:19:19.075253+00:00,0.031034904806052938,0.02346326706602293,0.023339507882209384,0.015997545793652534,0.03970947971238809,0.026709,"[0.031034904806052938, 0.02346326706602293, 0.023339507882209384, 0.015997545793652534, 0.03970947971238809]",,,,,
+opt1_ttfs_estop_m0.05,opt1_ttfs_temporal.py,70687c3a0e15c4f8,8,2,--ttfs --dta --ttfs-early-stop --ttfs-margin 0.05,,2,False,32,16,100,87,0.5758185896288507,0.9925650557620818,0.38620378122185217,0.8939393939393939,0.8939393939393939,104383.69626696833,2.2696990966796875,196.3,2026-08-21T20:19:21.374444+00:00,0.03108569125042242,0.023305321769679293,0.023527864476337153,0.01596075055353782,0.039664031170746857,0.026709,"[0.03108569125042242, 0.023305321769679293, 0.023527864476337153, 0.01596075055353782, 0.039664031170746857]",1,132.76,0.0837,95.0,5410.0
+opt1_ttfs_estop_m0.05,opt1_ttfs_temporal.py,70687c3a0e15c4f8,8,2,--ttfs --dta --ttfs-early-stop --ttfs-margin 0.05,,2,False,32,16,100,88,0.5731383056888794,0.9944237918215614,0.40783946125796344,0.8863636363636364,0.8939393939393939,104634.31928733032,2.2606325149536133,198.6,2026-08-21T20:19:23.662218+00:00,0.031094563357970294,0.023493252256337332,0.023543676471008974,0.01615995848003556,0.03972967516850023,0.026804,"[0.031094563357970294, 0.023493252256337332, 0.023543676471008974, 0.01615995848003556, 0.03972967516850023]",,,,,
+opt1_ttfs_estop_m0.05,opt1_ttfs_temporal.py,70687c3a0e15c4f8,8,2,--ttfs --dta --ttfs-early-stop --ttfs-margin 0.05,,2,False,32,16,100,89,0.5693457053496492,0.9981412639405205,0.4166517944046945,0.8825757575757576,0.8939393939393939,104597.31660067874,2.2634334564208984,200.8,2026-08-21T20:19:25.952422+00:00,0.031121529638767242,0.023500150726998553,0.023374946678386015,0.016061718192170647,0.03978487608187339,0.026769,"[0.031121529638767242, 0.023500150726998553, 0.023374946678386015, 0.016061718192170647, 0.03978487608187339]",,,,,
+opt1_ttfs_estop_m0.05,opt1_ttfs_temporal.py,70687c3a0e15c4f8,8,2,--ttfs --dta --ttfs-early-stop --ttfs-margin 0.05,,2,False,32,16,100,90,0.5622261038056979,0.9981412639405205,0.40884197119510535,0.8977272727272727,0.8977272727272727,104396.36863687783,2.2591419219970703,203.1,2026-08-21T20:19:28.239697+00:00,0.031041287543142542,0.023423492251073614,0.023442682645776692,0.016149870393907324,0.03987749885110294,0.026787,"[0.031041287543142542, 0.023423492251073614, 0.023442682645776692, 0.016149870393907324, 0.03987749885110294]",1,137.7,0.08641,96.0,5410.0
+opt1_ttfs_estop_m0.05,opt1_ttfs_temporal.py,70687c3a0e15c4f8,8,2,--ttfs --dta --ttfs-early-stop --ttfs-margin 0.05,,2,False,32,16,100,91,0.5728199142948845,0.9944237918215614,0.4060443937778473,0.8939393939393939,0.8977272727272727,104440.10166855203,2.2587363719940186,205.3,2026-08-21T20:19:30.529676+00:00,0.031085006673546398,0.023513381314628264,0.023218162796076608,0.015969621674979433,0.039770583896075976,0.026711,"[0.031085006673546398, 0.023513381314628264, 0.023218162796076608, 0.015969621674979433, 0.039770583896075976]",,,,,
+opt1_ttfs_estop_m0.05,opt1_ttfs_temporal.py,70687c3a0e15c4f8,8,2,--ttfs --dta --ttfs-early-stop --ttfs-margin 0.05,,2,False,32,16,100,92,0.575454165722801,0.9944237918215614,0.4265736282774896,0.8901515151515151,0.8977272727272727,104515.7340214932,2.270357131958008,207.6,2026-08-21T20:19:32.827057+00:00,0.031125175821430543,0.02333979823571794,0.023522904581006837,0.016069667961667564,0.03984252801712822,0.02678,"[0.031125175821430543, 0.02333979823571794, 0.023522904581006837, 0.016069667961667564, 0.03984252801712822]",1,127.39,0.08034,96.0,5410.0
+opt1_ttfs_estop_m0.05,opt1_ttfs_temporal.py,70687c3a0e15c4f8,8,2,--ttfs --dta --ttfs-early-stop --ttfs-margin 0.05,,2,False,32,16,100,93,0.5736907902260252,0.9944237918215614,0.4293768613627463,0.8787878787878788,0.8977272727272727,104449.65243212669,2.2653534412384033,209.9,2026-08-21T20:19:35.118360+00:00,0.031101450433625895,0.02338820498655824,0.02337558216908399,0.01614203501273604,0.03992223958758747,0.026786,"[0.031101450433625895, 0.02338820498655824, 0.02337558216908399, 0.01614203501273604, 0.03992223958758747]",,,,,
+opt1_ttfs_estop_m0.05,opt1_ttfs_temporal.py,70687c3a0e15c4f8,8,2,--ttfs --dta --ttfs-early-stop --ttfs-margin 0.05,,2,False,32,16,100,94,0.5778801135414152,0.9907063197026023,0.39806301485408435,0.8977272727272727,0.8977272727272727,104390.01809954751,2.2559328079223633,212.1,2026-08-21T20:19:37.401723+00:00,0.03107747052083997,0.023363922448719248,0.02338352328275933,0.01622883986462565,0.03999061071697403,0.026809,"[0.03107747052083997, 0.023363922448719248, 0.02338352328275933, 0.01622883986462565, 0.03999061071697403]",1,129.57,0.08119,96.0,5410.0
+opt1_ttfs_estop_m0.05,opt1_ttfs_temporal.py,70687c3a0e15c4f8,8,2,--ttfs --dta --ttfs-early-stop --ttfs-margin 0.05,,2,False,32,16,100,95,0.5620428204093281,0.9981412639405205,0.4121908265532869,0.8977272727272727,0.8977272727272727,104502.7017816742,2.2614212036132812,214.4,2026-08-21T20:19:39.688490+00:00,0.031081446939531493,0.02341866843840655,0.023493043201811174,0.016151880297590706,0.0399479931768249,0.026819,"[0.031081446939531493, 0.02341866843840655, 0.023493043201811174, 0.016151880297590706, 0.0399479931768249]",,,,,
+opt1_ttfs_estop_m0.05,opt1_ttfs_temporal.py,70687c3a0e15c4f8,8,2,--ttfs --dta --ttfs-early-stop --ttfs-margin 0.05,,2,False,32,16,100,96,0.569778584636277,0.9962825278810409,0.4027012667872689,0.8977272727272727,0.8977272727272727,104614.65596719457,2.2686991691589355,216.7,2026-08-21T20:19:41.983735+00:00,0.031106642392628333,0.023372757303364137,0.02369125055916169,0.016172959304907742,0.04002009266439606,0.026873,"[0.031106642392628333, 0.023372757303364137, 0.02369125055916169, 0.016172959304907742, 0.04002009266439606]",,,,,
+opt1_ttfs_estop_m0.05,opt1_ttfs_temporal.py,70687c3a0e15c4f8,8,2,--ttfs --dta --ttfs-early-stop --ttfs-margin 0.05,,2,False,32,16,100,97,0.5671156480852999,0.9981412639405205,0.41432548291755444,0.8863636363636364,0.8977272727272727,104533.73359728507,2.2669646739959717,218.9,2026-08-21T20:19:44.278093+00:00,0.031080057296682808,0.023401376517379984,0.02358404141576851,0.016183308380491594,0.039970605250667125,0.026844,"[0.031080057296682808, 0.023401376517379984, 0.02358404141576851, 0.016183308380491594, 0.039970605250667125]",,,,,
+opt1_ttfs_estop_m0.05,opt1_ttfs_temporal.py,70687c3a0e15c4f8,8,2,--ttfs --dta --ttfs-early-stop --ttfs-margin 0.05,,2,False,32,16,100,98,0.5780279310662507,0.9944237918215614,0.4044762985272841,0.8977272727272727,0.8977272727272727,104673.63829185521,2.260364055633545,221.2,2026-08-21T20:19:46.564510+00:00,0.03111519675482722,0.023475490072194266,0.02356318515889785,0.01617932538775837,0.03996646250872051,0.02686,"[0.03111519675482722, 0.023475490072194266, 0.02356318515889785, 0.01617932538775837, 0.03996646250872051]",,,,,
+opt1_ttfs_estop_m0.05,opt1_ttfs_temporal.py,70687c3a0e15c4f8,8,2,--ttfs --dta --ttfs-early-stop --ttfs-margin 0.05,,2,False,32,16,100,99,0.5712543429052076,0.9944237918215614,0.38116951377102826,0.8939393939393939,0.8977272727272727,104575.97511312217,2.2713236808776855,223.5,2026-08-21T20:19:48.863669+00:00,0.031102359294891357,0.02335138640859548,0.023672909859348747,0.016192964880782014,0.03998225642477765,0.02686,"[0.031102359294891357, 0.02335138640859548, 0.023672909859348747, 0.016192964880782014, 0.03998225642477765]",1,143.97,0.09083,95.0,5410.0
+opt1_ttfs_estop_m0.05,opt1_ttfs_temporal.py,70687c3a0e15c4f8,8,2,--ttfs --dta --ttfs-early-stop --ttfs-margin 0.05,,2,False,32,16,100,100,0.577873867240537,0.9888475836431226,0.4030865047014121,0.8901515151515151,0.8977272727272727,104528.13362556562,2.2550153732299805,225.7,2026-08-21T20:19:51.145414+00:00,0.03109986291212194,0.02335309237241745,0.023598547257921276,0.016158923835438842,0.03985885706017999,0.026814,"[0.03109986291212194, 0.02335309237241745, 0.023598547257921276, 0.016158923835438842, 0.03985885706017999]",,,,,
 opt1_ttfs_estop_m0.10,opt1_ttfs_temporal.py,70687c3a0e15c4f8,3,1,--ttfs --dta --ttfs-early-stop --ttfs-margin 0.10,,2,False,32,16,100,1,7.515070365707227,0.23048327137546468,2.626462286168879,0.09848484848484848,0.09848484848484848,131781.13588800907,2.7084152698516846,2.7,2026-08-21T09:11:23.681788+00:00,0.029643628965405858,0.040169587687534446,0.041921782142975754,0.03979157327729113,0.03576192391269347,0.037458,"[0.029643628965405858, 0.040169587687534446, 0.041921782142975754, 0.03979157327729113, 0.03576192391269347]",,,,,
 opt1_ttfs_estop_m0.10,opt1_ttfs_temporal.py,70687c3a0e15c4f8,3,1,--ttfs --dta --ttfs-early-stop --ttfs-margin 0.10,,2,False,32,16,100,2,3.561165945237454,0.2527881040892193,2.2135634711294463,0.17424242424242425,0.17424242424242425,127132.13207013573,2.2347657680511475,4.9,2026-08-21T09:11:25.948416+00:00,0.029507626395891693,0.03689562047229094,0.04056155856917886,0.0383928924360696,0.032011455034508425,0.035474,"[0.029507626395891693, 0.03689562047229094, 0.04056155856917886, 0.0383928924360696, 0.032011455034508425]",1,131.99,0.08194,94.0,5410.0
 opt1_ttfs_estop_m0.10,opt1_ttfs_temporal.py,70687c3a0e15c4f8,3,1,--ttfs --dta --ttfs-early-stop --ttfs-margin 0.10,,2,False,32,16,100,3,2.674138659438236,0.2695167286245353,2.207154013893821,0.1590909090909091,0.17424242424242425,124769.92986425338,2.2262113094329834,7.2,2026-08-21T09:11:28.210111+00:00,0.029286022791091132,0.03561501665150418,0.0395398567266324,0.0382237153894761,0.032508677638628906,0.035035,"[0.029286022791091132, 0.03561501665150418, 0.0395398567266324, 0.0382237153894761, 0.032508677638628906]",,,,,

_index/RUNS_INDEX.json

@@ -3396,5 +3396,48 @@
       "MB": 1450.7,
       "sha256": "67e61482867bc706ef0d037d6de9386e6c112f44abcda2728f89db340f608f3b"
     }
+  },
+  {
+    "tag": "opt1_ttfs_estop_m0.05",
+    "script": "opt1_ttfs_temporal.py",
+    "hf_folder": "opt1_ttfs_temporal",
+    "phase": 8,
+    "status": "ok",
+    "epochs_completed": 100,
+    "duration_s": 391.7,
+    "final_epoch_metrics": {
+      "epoch": 100,
+      "train_loss": 0.577873867240537,
+      "train_acc": 0.9888475836431226,
+      "test_loss": 0.4030865047014121,
+      "test_acc": 0.8901515151515151,
+      "best_acc": 0.8977272727272727,
+      "spike_rates": [
+        0.03109986291212194,
+        0.02335309237241745,
+        0.023598547257921276,
+        0.016158923835438842,
+        0.03985885706017999
+      ],
+      "spikes_per_sample": 104528.13362556562,
+      "wall_time_s": 2.2550153732299805,
+      "timestamp": "2026-08-21T20:19:51.145414+00:00"
+    },
+    "best": {
+      "epoch": 90,
+      "test_acc": 0.8977272727272727
+    },
+    "event_driven": {
+      "event_driven_test_acc": 0.8901515151515151,
+      "synaptic_ops_per_inference": 67791373.5798611,
+      "avg_ticks_executed": 12.54861111111111
+    },
+    "zip": {
+      "name": "opt1_ttfs_estop_m0.05.zip",
+      "files": 312,
+      "bytes": 1452553129,
+      "MB": 1452.6,
+      "sha256": "b4c771668254d13d74af9506e35f42638c11d06a36dc090697e4fadd9e841d6a"
+    }
   }
 ]