index + epoch table (opt4_ubits4_wbits4)

_index/EPOCHS_ALL.csv

@@ -4999,6 +4999,106 @@ opt4_ubits4_po2,opt4_mint_membrane_quant.py,598d76c727a2deea,4,1,--u-bits 4 --po
 opt4_ubits4_po2,opt4_mint_membrane_quant.py,598d76c727a2deea,4,1,--u-bits 4 --po2-beta --assert-multiplierless,"power-of-two decay -> shift-only, no multiplier",2,False,32,16,100,98,0.5722287210833185,0.9981412639405205,0.2966239818117835,0.9318181818181818,0.9393939393939394,279847.48911199096,2.249818801879883,220.1,2026-08-21T10:32:12.255060+00:00,0.061460631735184616,0.09393563033903346,0.072593633304624,0.09933821462533053,0.16098407436819637,0.097662,"[0.061460631735184616, 0.09393563033903346, 0.072593633304624, 0.09933821462533053, 0.16098407436819637]",1,130.63,0.08164,96.0,6630.0
 opt4_ubits4_po2,opt4_mint_membrane_quant.py,598d76c727a2deea,4,1,--u-bits 4 --po2-beta --assert-multiplierless,"power-of-two decay -> shift-only, no multiplier",2,False,32,16,100,99,0.5683379838014624,0.9962825278810409,0.2953587242148139,0.928030303030303,0.9393939393939394,280300.9654977375,2.2495839595794678,222.3,2026-08-21T10:32:14.529853+00:00,0.06166926946710138,0.09389299680204953,0.07275500236188664,0.09916920828468659,0.16077416258699753,0.097652,"[0.06166926946710138, 0.09389299680204953, 0.07275500236188664, 0.09916920828468659, 0.16077416258699753]",,,,,
 opt4_ubits4_po2,opt4_mint_membrane_quant.py,598d76c727a2deea,4,1,--u-bits 4 --po2-beta --assert-multiplierless,"power-of-two decay -> shift-only, no multiplier",2,False,32,16,100,100,0.5724566889075099,0.9925650557620818,0.3020195358178832,0.9318181818181818,0.9393939393939394,279614.8994626697,2.2441794872283936,224.5,2026-08-21T10:32:16.805009+00:00,0.061654273639707005,0.09367319634732078,0.0720758937737521,0.09866921735160492,0.16049223699990442,0.097313,"[0.061654273639707005, 0.09367319634732078, 0.0720758937737521, 0.09866921735160492, 0.16049223699990442]",1,129.63,0.08081,95.5,6630.0
+opt4_ubits4_wbits4,opt4_mint_membrane_quant.py,598d76c727a2deea,9,2,--u-bits 4 --w-bits 4,,2,False,32,16,100,1,2.3019654835023844,0.4721189591078067,4.375901424523556,0.23863636363636365,0.23863636363636365,491491.6206165158,2.6323931217193604,2.6,2026-08-21T21:38:52.715017+00:00,0.10468362710055183,0.14254168815472545,0.17841900096220129,0.20756322057808146,0.20791781386908362,0.168225,"[0.10468362710055183, 0.14254168815472545, 0.17841900096220129, 0.20756322057808146, 0.20791781386908362]",,,,,
+opt4_ubits4_wbits4,opt4_mint_membrane_quant.py,598d76c727a2deea,9,2,--u-bits 4 --w-bits 4,,2,False,32,16,100,2,1.6305111606768072,0.5427509293680297,1.4353643728025032,0.44696969696969696,0.44696969696969696,482092.07819570135,2.1416592597961426,4.8,2026-08-21T21:38:54.889972+00:00,0.09712210034622866,0.1478288042194703,0.17726674412979798,0.21746744040180654,0.2340522355893079,0.174747,"[0.09712210034622866, 0.1478288042194703, 0.17726674412979798, 0.21746744040180654, 0.2340522355893079]",,,,,
+opt4_ubits4_wbits4,opt4_mint_membrane_quant.py,598d76c727a2deea,9,2,--u-bits 4 --w-bits 4,,2,False,32,16,100,3,1.5514238740431774,0.5446096654275093,1.1019068577072837,0.5757575757575758,0.5757575757575758,458958.86071832577,2.148513078689575,6.9,2026-08-21T21:38:57.071947+00:00,0.09331955936025171,0.14077452263411352,0.16465790657436147,0.20845739631091847,0.23744864498867707,0.168932,"[0.09331955936025171, 0.14077452263411352, 0.16465790657436147, 0.20845739631091847, 0.23744864498867707]",1,136.16,0.08126,95.5,6634.0
+opt4_ubits4_wbits4,opt4_mint_membrane_quant.py,598d76c727a2deea,9,2,--u-bits 4 --w-bits 4,,2,False,32,16,100,4,1.4397083485436706,0.5762081784386617,0.9665816552711256,0.6893939393939394,0.6893939393939394,470658.07352941175,2.1481449604034424,9.1,2026-08-21T21:38:59.251823+00:00,0.09758012654150233,0.1417043901541654,0.16787951746407678,0.20895622232381036,0.24143018792657292,0.17151,"[0.09758012654150233, 0.1417043901541654, 0.16787951746407678, 0.20895622232381036, 0.24143018792657292]",,,,,
+opt4_ubits4_wbits4,opt4_mint_membrane_quant.py,598d76c727a2deea,9,2,--u-bits 4 --w-bits 4,,2,False,32,16,100,5,1.4284369107958996,0.5892193308550185,1.0564505584312207,0.5833333333333334,0.6893939393939394,456807.32239819004,2.163442611694336,11.2,2026-08-21T21:39:01.445631+00:00,0.09602215272538803,0.1384310196427738,0.15859425506171057,0.1923252019812079,0.22906537353992462,0.162888,"[0.09602215272538803, 0.1384310196427738, 0.15859425506171057, 0.1923252019812079, 0.22906537353992462]",1,131.06,0.07876,97.0,6634.0
+opt4_ubits4_wbits4,opt4_mint_membrane_quant.py,598d76c727a2deea,9,2,--u-bits 4 --w-bits 4,,2,False,32,16,100,6,1.255933117246096,0.6468401486988847,0.876984513167179,0.6098484848484849,0.6893939393939394,456597.5906391403,2.153122901916504,13.4,2026-08-21T21:39:03.623823+00:00,0.09321934028583415,0.14136808058794806,0.16300000600955067,0.19448927570791805,0.22822084058733547,0.16406,"[0.09321934028583415, 0.14136808058794806, 0.16300000600955067, 0.19448927570791805, 0.22822084058733547]",,,,,
+opt4_ubits4_wbits4,opt4_mint_membrane_quant.py,598d76c727a2deea,9,2,--u-bits 4 --w-bits 4,,2,False,32,16,100,7,1.268257899798425,0.6468401486988847,0.8109282869281191,0.6818181818181818,0.6893939393939394,457602.6272624434,2.1767728328704834,15.6,2026-08-21T21:39:05.827489+00:00,0.09509603547699311,0.14028298679520101,0.16113207533079035,0.18850915046299205,0.22462031858808854,0.161928,"[0.09509603547699311, 0.14028298679520101, 0.16113207533079035, 0.18850915046299205, 0.22462031858808854]",1,115.08,0.06958,95.5,6634.0
+opt4_ubits4_wbits4,opt4_mint_membrane_quant.py,598d76c727a2deea,9,2,--u-bits 4 --w-bits 4,,2,False,32,16,100,8,1.2357951695147944,0.6449814126394052,0.8154674154339414,0.6704545454545454,0.6893939393939394,445657.35803167423,2.174227237701416,17.7,2026-08-21T21:39:08.032302+00:00,0.09399645118152394,0.13477019615033092,0.15450702344670014,0.1857838008333655,0.22112092989332535,0.158036,"[0.09399645118152394, 0.13477019615033092, 0.15450702344670014, 0.1857838008333655, 0.22112092989332535]",,,,,
+opt4_ubits4_wbits4,opt4_mint_membrane_quant.py,598d76c727a2deea,9,2,--u-bits 4 --w-bits 4,,2,False,32,16,100,9,1.1971905958253655,0.7044609665427509,1.3699201092575535,0.6060606060606061,0.6893939393939394,438606.44725678733,2.1764254570007324,19.9,2026-08-21T21:39:10.238007+00:00,0.09443027000216876,0.13429296367308674,0.14378276116707744,0.17306413720635808,0.20061536133289337,0.149237,"[0.09443027000216876, 0.13429296367308674, 0.14378276116707744, 0.17306413720635808, 0.20061536133289337]",1,127.81,0.07727,96.0,6634.0
+opt4_ubits4_wbits4,opt4_mint_membrane_quant.py,598d76c727a2deea,9,2,--u-bits 4 --w-bits 4,,2,False,32,16,100,10,1.2214495856522627,0.6914498141263941,0.6270167231559753,0.7196969696969697,0.7196969696969697,441028.42335972853,2.1775126457214355,22.1,2026-08-21T21:39:12.440841+00:00,0.0931002874584759,0.13675197871292338,0.14688920887077556,0.18007834869272568,0.21078365252298467,0.153521,"[0.0931002874584759, 0.13675197871292338, 0.14688920887077556, 0.18007834869272568, 0.21078365252298467]",,,,,
+opt4_ubits4_wbits4,opt4_mint_membrane_quant.py,598d76c727a2deea,9,2,--u-bits 4 --w-bits 4,,2,False,32,16,100,11,1.1532408366859181,0.7174721189591078,0.8757140275203821,0.6742424242424242,0.7196969696969697,432114.86354638013,2.1737442016601562,24.3,2026-08-21T21:39:14.646439+00:00,0.09378842045279111,0.12895384781500874,0.1419878733508727,0.18249359025674708,0.21934196878882015,0.153313,"[0.09378842045279111, 0.12895384781500874, 0.1419878733508727, 0.18249359025674708, 0.21934196878882015]",,,,,
+opt4_ubits4_wbits4,opt4_mint_membrane_quant.py,598d76c727a2deea,9,2,--u-bits 4 --w-bits 4,,2,False,32,16,100,12,1.133253072717376,0.7174721189591078,0.9194511771202087,0.6553030303030303,0.7196969696969697,429536.3409219457,2.1659557819366455,26.4,2026-08-21T21:39:16.840363+00:00,0.09383864262524773,0.128865667125758,0.1388395656557644,0.1756630522363326,0.21387253876994639,0.150216,"[0.09383864262524773, 0.128865667125758, 0.1388395656557644, 0.1756630522363326, 0.21387253876994639]",1,138.04,0.08305,95.5,6634.0
+opt4_ubits4_wbits4,opt4_mint_membrane_quant.py,598d76c727a2deea,9,2,--u-bits 4 --w-bits 4,,2,False,32,16,100,13,1.1337585834765522,0.7304832713754646,0.7177004091667406,0.7121212121212122,0.7196969696969697,431821.65625,2.164546489715576,28.6,2026-08-21T21:39:19.033488+00:00,0.0927376545527402,0.13092726994963252,0.1424982249736786,0.17937270332785213,0.21726934524143443,0.152561,"[0.0927376545527402, 0.13092726994963252, 0.1424982249736786, 0.17937270332785213, 0.21726934524143443]",,,,,
+opt4_ubits4_wbits4,opt4_mint_membrane_quant.py,598d76c727a2deea,9,2,--u-bits 4 --w-bits 4,,2,False,32,16,100,14,1.1416047993202636,0.741635687732342,0.8540876309076945,0.7045454545454546,0.7196969696969697,424830.52276583714,2.1657447814941406,30.8,2026-08-21T21:39:21.225256+00:00,0.08976259608479108,0.13292629227918737,0.13908135540345135,0.17175396487993352,0.2102473167812123,0.148754,"[0.08976259608479108, 0.13292629227918737, 0.13908135540345135, 0.17175396487993352, 0.2102473167812123]",1,108.08,0.06502,96.5,6634.0
+opt4_ubits4_wbits4,opt4_mint_membrane_quant.py,598d76c727a2deea,9,2,--u-bits 4 --w-bits 4,,2,False,32,16,100,15,1.1473250318193968,0.7304832713754646,0.5609677000479265,0.7765151515151515,0.7765151515151515,411451.6570984163,2.1616592407226562,32.9,2026-08-21T21:39:23.424563+00:00,0.08688487419310738,0.12685497981660507,0.13652079859200647,0.1744124354685054,0.2121876679799136,0.147372,"[0.08688487419310738, 0.12685497981660507, 0.13652079859200647, 0.1744124354685054, 0.2121876679799136]",,,,,
+opt4_ubits4_wbits4,opt4_mint_membrane_quant.py,598d76c727a2deea,9,2,--u-bits 4 --w-bits 4,,2,False,32,16,100,16,1.059264856643393,0.7472118959107806,1.064817802472548,0.6212121212121212,0.7765151515151515,409744.5400169683,2.1575424671173096,35.1,2026-08-21T21:39:25.614710+00:00,0.08659019014414619,0.12793192574206522,0.13495990020387313,0.16445308485451868,0.20073299548205206,0.142934,"[0.08659019014414619, 0.12793192574206522, 0.13495990020387313, 0.16445308485451868, 0.20073299548205206]",,,,,
+opt4_ubits4_wbits4,opt4_mint_membrane_quant.py,598d76c727a2deea,9,2,--u-bits 4 --w-bits 4,,2,False,32,16,100,17,1.022475170380121,0.7955390334572491,0.7797650730971134,0.7121212121212122,0.7765151515151515,406663.8395079185,2.151165723800659,37.2,2026-08-21T21:39:27.793656+00:00,0.08610231823780957,0.12535109853043275,0.13511191483806162,0.16826138513929703,0.2092263242777656,0.144811,"[0.08610231823780957, 0.12535109853043275, 0.13511191483806162, 0.16826138513929703, 0.2092263242777656]",1,133.32,0.07966,95.5,6634.0
+opt4_ubits4_wbits4,opt4_mint_membrane_quant.py,598d76c727a2deea,9,2,--u-bits 4 --w-bits 4,,2,False,32,16,100,18,1.0531868682031738,0.7713754646840149,0.6400893231232961,0.7575757575757576,0.7765151515151515,394092.4109162896,2.1536037921905518,39.4,2026-08-21T21:39:29.974210+00:00,0.08202238030293409,0.12350231146111208,0.13194859816747553,0.1651305451112635,0.20817755863947027,0.142156,"[0.08202238030293409, 0.12350231146111208, 0.13194859816747553, 0.1651305451112635, 0.20817755863947027]",,,,,
+opt4_ubits4_wbits4,opt4_mint_membrane_quant.py,598d76c727a2deea,9,2,--u-bits 4 --w-bits 4,,2,False,32,16,100,19,1.0463786953887089,0.7695167286245354,0.6903119484583536,0.7727272727272727,0.7765151515151515,385870.92915723985,2.1596925258636475,41.5,2026-08-21T21:39:32.162758+00:00,0.0818640616010217,0.11933861322262708,0.12574775604640737,0.1630322880604688,0.20838351723025827,0.139673,"[0.0818640616010217, 0.11933861322262708, 0.12574775604640737, 0.1630322880604688, 0.20838351723025827]",1,140.62,0.08436,94.0,6634.0
+opt4_ubits4_wbits4,opt4_mint_membrane_quant.py,598d76c727a2deea,9,2,--u-bits 4 --w-bits 4,,2,False,32,16,100,20,0.9905363263693884,0.7769516728624535,0.8021945411508734,0.7083333333333334,0.7765151515151515,387269.30019796384,2.1463260650634766,43.7,2026-08-21T21:39:34.334325+00:00,0.08180611317648608,0.1218037123189253,0.124157874899752,0.16152902824037216,0.20433172232964458,0.138726,"[0.08180611317648608, 0.1218037123189253, 0.124157874899752, 0.16152902824037216, 0.20433172232964458]",,,,,
+opt4_ubits4_wbits4,opt4_mint_membrane_quant.py,598d76c727a2deea,9,2,--u-bits 4 --w-bits 4,,2,False,32,16,100,21,0.9707458497866379,0.8104089219330854,0.5315387980504469,0.803030303030303,0.803030303030303,387159.5021210407,2.14703106880188,45.8,2026-08-21T21:39:36.507249+00:00,0.08106262894237742,0.12419388925327975,0.12338997204514111,0.15694578167270212,0.1977205241427702,0.136663,"[0.08106262894237742, 0.12419388925327975, 0.12338997204514111, 0.15694578167270212, 0.1977205241427702]",1,128.27,0.0765,96.0,6634.0
+opt4_ubits4_wbits4,opt4_mint_membrane_quant.py,598d76c727a2deea,9,2,--u-bits 4 --w-bits 4,,2,False,32,16,100,22,0.9237175949444115,0.8420074349442379,0.6646302938461304,0.7575757575757576,0.803030303030303,382972.7212952489,2.145460844039917,48.0,2026-08-21T21:39:38.683959+00:00,0.07905886453740738,0.12373768757371341,0.12423303460373598,0.15719306118348064,0.20016099775538726,0.136877,"[0.07905886453740738, 0.12373768757371341, 0.12423303460373598, 0.15719306118348064, 0.20016099775538726]",,,,,
+opt4_ubits4_wbits4,opt4_mint_membrane_quant.py,598d76c727a2deea,9,2,--u-bits 4 --w-bits 4,,2,False,32,16,100,23,0.9294710912669015,0.828996282527881,0.9375030055190577,0.6818181818181818,0.803030303030303,380648.48812217196,2.1318557262420654,50.1,2026-08-21T21:39:40.842218+00:00,0.07777866502018536,0.12343735992908478,0.12513310769025018,0.158532754463308,0.2033852978664286,0.137653,"[0.07777866502018536, 0.12343735992908478, 0.12513310769025018, 0.158532754463308, 0.2033852978664286]",,,,,
+opt4_ubits4_wbits4,opt4_mint_membrane_quant.py,598d76c727a2deea,9,2,--u-bits 4 --w-bits 4,,2,False,32,16,100,24,0.9768457000583521,0.8178438661710037,1.055589441097144,0.6401515151515151,0.803030303030303,369196.4427319005,2.1449472904205322,52.3,2026-08-21T21:39:43.014692+00:00,0.0732455775141716,0.12280970154439702,0.12356824603150873,0.15525759756565094,0.19895177378373988,0.134767,"[0.0732455775141716, 0.12280970154439702, 0.12356824603150873, 0.15525759756565094, 0.19895177378373988]",1,126.25,0.07522,95.5,6634.0
+opt4_ubits4_wbits4,opt4_mint_membrane_quant.py,598d76c727a2deea,9,2,--u-bits 4 --w-bits 4,,2,False,32,16,100,25,0.9809549466384831,0.7881040892193308,0.7385224609663992,0.7386363636363636,0.803030303030303,359341.8495475113,2.134228229522705,54.4,2026-08-21T21:39:45.175601+00:00,0.06909576650051509,0.12117338224368937,0.12383985694716959,0.15822585715967066,0.20277228776146383,0.135021,"[0.06909576650051509, 0.12117338224368937, 0.12383985694716959, 0.15822585715967066, 0.20277228776146383]",,,,,
+opt4_ubits4_wbits4,opt4_mint_membrane_quant.py,598d76c727a2deea,9,2,--u-bits 4 --w-bits 4,,2,False,32,16,100,26,0.9627654384059977,0.8085501858736059,0.5438930663195524,0.7727272727272727,0.803030303030303,360427.8800904978,2.1341660022735596,56.5,2026-08-21T21:39:47.335683+00:00,0.0685012347119696,0.12199669418966069,0.12713969630353592,0.1563379194806604,0.20118823910460754,0.135033,"[0.0685012347119696, 0.12199669418966069, 0.12713969630353592, 0.1563379194806604, 0.20118823910460754]",1,137.86,0.08173,95.5,6634.0
+opt4_ubits4_wbits4,opt4_mint_membrane_quant.py,598d76c727a2deea,9,2,--u-bits 4 --w-bits 4,,2,False,32,16,100,27,0.9344708912877788,0.8197026022304833,1.0136579997611768,0.6477272727272727,0.803030303030303,357983.1925904978,2.134918451309204,58.7,2026-08-21T21:39:49.496553+00:00,0.06753338303636103,0.12318574242732104,0.12508905196891112,0.15199879863682916,0.19917473459945007,0.133396,"[0.06753338303636103, 0.12318574242732104, 0.12508905196891112, 0.15199879863682916, 0.19917473459945007]",,,,,
+opt4_ubits4_wbits4,opt4_mint_membrane_quant.py,598d76c727a2deea,9,2,--u-bits 4 --w-bits 4,,2,False,32,16,100,28,0.9607816156844667,0.8085501858736059,0.6867403261589281,0.7386363636363636,0.803030303030303,364577.48430429865,2.138489007949829,60.8,2026-08-21T21:39:51.660457+00:00,0.07222395872368532,0.12134663629181244,0.12213489018818911,0.15367556407171137,0.20076770729878368,0.13403,"[0.07222395872368532, 0.12134663629181244, 0.12213489018818911, 0.15367556407171137, 0.20076770729878368]",1,153.14,0.09097,93.5,6634.0
+opt4_ubits4_wbits4,opt4_mint_membrane_quant.py,598d76c727a2deea,9,2,--u-bits 4 --w-bits 4,,2,False,32,16,100,29,0.93667716674202,0.8234200743494424,0.45176664085099194,0.821969696969697,0.821969696969697,359108.67420814483,2.142829656600952,62.9,2026-08-21T21:39:53.827668+00:00,0.06896988696911756,0.12232075806926279,0.12340434158549589,0.15114762239596424,0.2006744979058995,0.133303,"[0.06896988696911756, 0.12232075806926279, 0.12340434158549589, 0.15114762239596424, 0.2006744979058995]",,,,,
+opt4_ubits4_wbits4,opt4_mint_membrane_quant.py,598d76c727a2deea,9,2,--u-bits 4 --w-bits 4,,2,False,32,16,100,30,0.8861034997776982,0.8513011152416357,0.6706291455211062,0.7689393939393939,0.821969696969697,347935.45206447964,2.1364784240722656,65.1,2026-08-21T21:39:55.999726+00:00,0.06699362528674743,0.11824296721640755,0.1196700996335815,0.14538785815238953,0.19577608126051285,0.129214,"[0.06699362528674743, 0.11824296721640755, 0.1196700996335815, 0.14538785815238953, 0.19577608126051285]",,,,,
+opt4_ubits4_wbits4,opt4_mint_membrane_quant.py,598d76c727a2deea,9,2,--u-bits 4 --w-bits 4,,2,False,32,16,100,31,0.8530534248812934,0.862453531598513,0.6115572813785437,0.7878787878787878,0.821969696969697,350679.2111142534,2.1339480876922607,67.2,2026-08-21T21:39:58.160128+00:00,0.06925660634742063,0.11792242483181112,0.11681197013925104,0.14418664399315329,0.19455018201295068,0.128546,"[0.06925660634742063, 0.11792242483181112, 0.11681197013925104, 0.14418664399315329, 0.19455018201295068]",,,,,
+opt4_ubits4_wbits4,opt4_mint_membrane_quant.py,598d76c727a2deea,9,2,--u-bits 4 --w-bits 4,,2,False,32,16,100,32,0.8582417827556568,0.8605947955390335,0.49537814656893414,0.8181818181818182,0.821969696969697,348656.60760746605,2.13708233833313,69.4,2026-08-21T21:40:00.322615+00:00,0.06822300220237058,0.11823181545033175,0.11648329128237332,0.14417825376286225,0.19392596974092371,0.128208,"[0.06822300220237058, 0.11823181545033175, 0.11648329128237332, 0.14417825376286225, 0.19392596974092371]",,,,,
+opt4_ubits4_wbits4,opt4_mint_membrane_quant.py,598d76c727a2deea,9,2,--u-bits 4 --w-bits 4,,2,False,32,16,100,33,0.8519058072434039,0.8605947955390335,0.568190457242908,0.7878787878787878,0.821969696969697,351268.5619343891,2.1428611278533936,71.5,2026-08-21T21:40:02.490465+00:00,0.06831636608523481,0.11960264602128197,0.11835030685452853,0.14429963248617508,0.19204919127856984,0.128524,"[0.06831636608523481, 0.11960264602128197, 0.11835030685452853, 0.14429963248617508, 0.19204919127856984]",1,127.04,0.07562,97.0,6634.0
+opt4_ubits4_wbits4,opt4_mint_membrane_quant.py,598d76c727a2deea,9,2,--u-bits 4 --w-bits 4,,2,False,32,16,100,34,0.8668848471127478,0.8643122676579925,0.6341585245999423,0.7727272727272727,0.821969696969697,345859.8738687783,2.1335511207580566,73.6,2026-08-21T21:40:04.651057+00:00,0.07194259455975364,0.11121953673222486,0.11099979632041033,0.14146868095678442,0.19214549047105453,0.125555,"[0.07194259455975364, 0.11121953673222486, 0.11099979632041033, 0.14146868095678442, 0.19214549047105453]",,,,,
+opt4_ubits4_wbits4,opt4_mint_membrane_quant.py,598d76c727a2deea,9,2,--u-bits 4 --w-bits 4,,2,False,32,16,100,35,0.8340704217276166,0.8736059479553904,0.7194859222932295,0.7613636363636364,0.821969696969697,341171.0377545249,2.1409664154052734,75.8,2026-08-21T21:40:06.821390+00:00,0.07043864052085315,0.11122466930571724,0.10932823182905421,0.13668913525693557,0.18754824470071232,0.123046,"[0.07043864052085315, 0.11122466930571724, 0.10932823182905421, 0.13668913525693557, 0.18754824470071232]",1,111.67,0.06641,95.5,6634.0
+opt4_ubits4_wbits4,opt4_mint_membrane_quant.py,598d76c727a2deea,9,2,--u-bits 4 --w-bits 4,,2,False,32,16,100,36,0.8497256807235094,0.879182156133829,0.8307018027161107,0.7348484848484849,0.821969696969697,332774.5678733032,2.141818046569824,77.9,2026-08-21T21:40:08.990316+00:00,0.07075315100305221,0.10520739371285719,0.10466221018749125,0.13464198918903575,0.18396617559825673,0.119846,"[0.07075315100305221, 0.10520739371285719, 0.10466221018749125, 0.13464198918903575, 0.18396617559825673]",,,,,
+opt4_ubits4_wbits4,opt4_mint_membrane_quant.py,598d76c727a2deea,9,2,--u-bits 4 --w-bits 4,,2,False,32,16,100,37,0.8192311733628738,0.895910780669145,0.5711071762171659,0.8068181818181818,0.821969696969697,327148.1223133484,2.1476006507873535,80.1,2026-08-21T21:40:11.163458+00:00,0.06641143428928711,0.10824902618632597,0.10478358365157071,0.13607728130677166,0.18825342900612774,0.120755,"[0.06641143428928711, 0.10824902618632597, 0.10478358365157071, 0.13607728130677166, 0.18825342900612774]",1,149.33,0.08908,95.5,6634.0
+opt4_ubits4_wbits4,opt4_mint_membrane_quant.py,598d76c727a2deea,9,2,--u-bits 4 --w-bits 4,,2,False,32,16,100,38,0.8191633632191938,0.8773234200743495,0.5660966815370502,0.7992424242424242,0.821969696969697,335371.8774038462,2.1498143672943115,82.2,2026-08-21T21:40:13.340579+00:00,0.06886780831743688,0.10973555945298251,0.10836358587531482,0.13373260112369761,0.18149040201131036,0.120438,"[0.06886780831743688, 0.10973555945298251, 0.10836358587531482, 0.13373260112369761, 0.18149040201131036]",,,,,
+opt4_ubits4_wbits4,opt4_mint_membrane_quant.py,598d76c727a2deea,9,2,--u-bits 4 --w-bits 4,,2,False,32,16,100,39,0.8036533153190045,0.8921933085501859,0.4904163389494925,0.8295454545454546,0.8295454545454546,325826.9011595022,2.1499321460723877,84.4,2026-08-21T21:40:15.517394+00:00,0.065166715751676,0.10764945386087194,0.10886148451005712,0.13496215378536897,0.1794060757931541,0.119209,"[0.065166715751676, 0.10764945386087194, 0.10886148451005712, 0.13496215378536897, 0.1794060757931541]",,,,,
+opt4_ubits4_wbits4,opt4_mint_membrane_quant.py,598d76c727a2deea,9,2,--u-bits 4 --w-bits 4,,2,False,32,16,100,40,0.7831309920793129,0.9052044609665427,0.4948080778121948,0.8143939393939394,0.8295454545454546,325681.2808257919,2.1480209827423096,86.5,2026-08-21T21:40:17.695746+00:00,0.06702117139802259,0.10680697726852753,0.10354078867856194,0.1320531131590114,0.18170222990653095,0.118225,"[0.06702117139802259, 0.10680697726852753, 0.10354078867856194, 0.1320531131590114, 0.18170222990653095]",1,132.43,0.07902,96.5,6634.0
+opt4_ubits4_wbits4,opt4_mint_membrane_quant.py,598d76c727a2deea,9,2,--u-bits 4 --w-bits 4,,2,False,32,16,100,41,0.7713177252879373,0.9107806691449815,0.671791060404344,0.7916666666666666,0.8295454545454546,315610.79694570135,2.1512868404388428,88.7,2026-08-21T21:40:19.872809+00:00,0.0637006566804998,0.10457694399006226,0.10257389440256007,0.13025765120983124,0.17851759668658762,0.115925,"[0.0637006566804998, 0.10457694399006226, 0.10257389440256007, 0.13025765120983124, 0.17851759668658762]",,,,,
+opt4_ubits4_wbits4,opt4_mint_membrane_quant.py,598d76c727a2deea,9,2,--u-bits 4 --w-bits 4,,2,False,32,16,100,42,0.7580146647740474,0.9163568773234201,0.5882960485689568,0.7954545454545454,0.8295454545454546,322883.9673359728,2.164093017578125,90.8,2026-08-21T21:40:22.064720+00:00,0.06606248634703019,0.1066181497538791,0.10299379159422482,0.13007027874974644,0.1765777109300389,0.116464,"[0.06606248634703019, 0.1066181497538791, 0.10299379159422482, 0.13007027874974644, 0.1765777109300389]",1,131.93,0.07931,95.0,6634.0
+opt4_ubits4_wbits4,opt4_mint_membrane_quant.py,598d76c727a2deea,9,2,--u-bits 4 --w-bits 4,,2,False,32,16,100,43,0.7773244939329013,0.9052044609665427,0.838942238778779,0.7462121212121212,0.8295454545454546,318154.9650735294,2.156604528427124,93.0,2026-08-21T21:40:24.257273+00:00,0.06316467506044052,0.10734214677530177,0.10368832463727277,0.13167138660655303,0.17850984632968903,0.116875,"[0.06316467506044052, 0.10734214677530177, 0.10368832463727277, 0.13167138660655303, 0.17850984632968903]",,,,,
+opt4_ubits4_wbits4,opt4_mint_membrane_quant.py,598d76c727a2deea,9,2,--u-bits 4 --w-bits 4,,2,False,32,16,100,44,0.8081534400748498,0.8903345724907064,0.700865362629746,0.7537878787878788,0.8295454545454546,316948.7744626697,2.1531548500061035,95.1,2026-08-21T21:40:26.435406+00:00,0.062495672089212084,0.10753900908371981,0.10353476817117017,0.13219597935676575,0.17878716307527878,0.116911,"[0.062495672089212084, 0.10753900908371981, 0.10353476817117017, 0.13219597935676575, 0.17878716307527878]",1,129.44,0.07742,95.5,6634.0
+opt4_ubits4_wbits4,opt4_mint_membrane_quant.py,598d76c727a2deea,9,2,--u-bits 4 --w-bits 4,,2,False,32,16,100,45,0.7789188499344326,0.9033457249070632,0.49420480114040954,0.8333333333333334,0.8333333333333334,311117.35209276015,2.150980234146118,97.3,2026-08-21T21:40:28.612235+00:00,0.05974683077896342,0.10730171510401894,0.10371413213365219,0.13279281468952403,0.17979943839942708,0.116671,"[0.05974683077896342, 0.10730171510401894, 0.10371413213365219, 0.13279281468952403, 0.17979943839942708]",,,,,
+opt4_ubits4_wbits4,opt4_mint_membrane_quant.py,598d76c727a2deea,9,2,--u-bits 4 --w-bits 4,,2,False,32,16,100,46,0.7118250838442806,0.9312267657992565,0.4219310608777133,0.8674242424242424,0.8674242424242424,314419.01824095024,2.156871795654297,99.4,2026-08-21T21:40:30.800234+00:00,0.06381360266138525,0.10394860628773184,0.10152771893669577,0.1287149331148933,0.1762087380184847,0.114843,"[0.06381360266138525, 0.10394860628773184, 0.10152771893669577, 0.1287149331148933, 0.1762087380184847]",,,,,
+opt4_ubits4_wbits4,opt4_mint_membrane_quant.py,598d76c727a2deea,9,2,--u-bits 4 --w-bits 4,,2,False,32,16,100,47,0.7284677624702454,0.9237918215613383,0.42506863673528034,0.8674242424242424,0.8674242424242424,308409.11142533936,2.159867763519287,101.6,2026-08-21T21:40:32.992492+00:00,0.061781581272097194,0.10380375648246092,0.099054675330134,0.12656872456564622,0.17396626577657812,0.113035,"[0.061781581272097194, 0.10380375648246092, 0.099054675330134, 0.12656872456564622, 0.17396626577657812]",1,130.22,0.07813,96.5,6634.0
+opt4_ubits4_wbits4,opt4_mint_membrane_quant.py,598d76c727a2deea,9,2,--u-bits 4 --w-bits 4,,2,False,32,16,100,48,0.6813822537106652,0.9442379182156134,0.5875265002250671,0.7992424242424242,0.8674242424242424,308436.5554298642,2.157384157180786,103.8,2026-08-21T21:40:35.174927+00:00,0.06187485443318591,0.10379291939384797,0.09868349091095083,0.12681105382302227,0.17471984993009007,0.113176,"[0.06187485443318591, 0.10379291939384797, 0.09868349091095083, 0.12681105382302227, 0.17471984993009007]",,,,,
+opt4_ubits4_wbits4,opt4_mint_membrane_quant.py,598d76c727a2deea,9,2,--u-bits 4 --w-bits 4,,2,False,32,16,100,49,0.6759703367616164,0.9572490706319703,0.40308813254038495,0.8560606060606061,0.8674242424242424,308602.3450226244,2.1615800857543945,105.9,2026-08-21T21:40:37.362439+00:00,0.061860191690571165,0.10461880573455025,0.09748084229581497,0.12646916990771012,0.17536838265026317,0.113159,"[0.061860191690571165, 0.10461880573455025, 0.09748084229581497, 0.12646916990771012, 0.17536838265026317]",2,63.3,0.038,95.5,3317.0
+opt4_ubits4_wbits4,opt4_mint_membrane_quant.py,598d76c727a2deea,9,2,--u-bits 4 --w-bits 4,,2,False,32,16,100,50,0.6700599718714292,0.949814126394052,0.45579217058239563,0.8825757575757576,0.8825757575757576,302242.7119626697,2.1616551876068115,108.1,2026-08-21T21:40:39.549124+00:00,0.0612369179725647,0.10113068056457183,0.09501587599515915,0.12573566945160136,0.17462273906258977,0.111548,"[0.0612369179725647, 0.10113068056457183, 0.09501587599515915, 0.12573566945160136, 0.17462273906258977]",,,,,
+opt4_ubits4_wbits4,opt4_mint_membrane_quant.py,598d76c727a2deea,9,2,--u-bits 4 --w-bits 4,,2,False,32,16,100,51,0.6909310498645315,0.9442379182156134,0.47469476316914416,0.8143939393939394,0.8825757575757576,300386.9096436652,2.165782928466797,110.2,2026-08-21T21:40:41.746487+00:00,0.05995164022726171,0.1016535040210275,0.09589034055962282,0.12441683253821205,0.17522085238905513,0.111427,"[0.05995164022726171, 0.1016535040210275, 0.09589034055962282, 0.12441683253821205, 0.17522085238905513]",,,,,
+opt4_ubits4_wbits4,opt4_mint_membrane_quant.py,598d76c727a2deea,9,2,--u-bits 4 --w-bits 4,,2,False,32,16,100,52,0.6730347322265455,0.949814126394052,0.3579327437010678,0.8674242424242424,0.8825757575757576,302837.00791855203,2.162076234817505,112.4,2026-08-21T21:40:43.934462+00:00,0.06193773733342395,0.10146118963465971,0.09363065265557345,0.12216552040156196,0.17112293576492982,0.110064,"[0.06193773733342395, 0.10146118963465971, 0.09363065265557345, 0.12216552040156196, 0.17112293576492982]",1,130.02,0.07809,95.5,6634.0
+opt4_ubits4_wbits4,opt4_mint_membrane_quant.py,598d76c727a2deea,9,2,--u-bits 4 --w-bits 4,,2,False,32,16,100,53,0.6862558086565436,0.9460966542750929,0.46911331469362433,0.8712121212121212,0.8825757575757576,296887.9377828054,2.155604600906372,114.6,2026-08-21T21:40:46.117431+00:00,0.05925112480626387,0.10181598759749357,0.0926076533163295,0.1211772539159831,0.16869640788611243,0.10871,"[0.05925112480626387, 0.10181598759749357, 0.0926076533163295, 0.1211772539159831, 0.16869640788611243]",,,,,
+opt4_ubits4_wbits4,opt4_mint_membrane_quant.py,598d76c727a2deea,9,2,--u-bits 4 --w-bits 4,,2,False,32,16,100,54,0.6819474739212972,0.9516728624535316,0.48471950220339227,0.8522727272727273,0.8825757575757576,297241.5914875566,2.1587822437286377,116.7,2026-08-21T21:40:48.303485+00:00,0.05874126755139407,0.10209059277001549,0.09448987946790807,0.1221746407887515,0.17075280582203584,0.10965,"[0.05874126755139407, 0.10209059277001549, 0.09448987946790807, 0.1221746407887515, 0.17075280582203584]",1,124.66,0.07475,95.0,6634.0
+opt4_ubits4_wbits4,opt4_mint_membrane_quant.py,598d76c727a2deea,9,2,--u-bits 4 --w-bits 4,,2,False,32,16,100,55,0.6579494299055475,0.9591078066914498,0.4206927978631222,0.8787878787878788,0.8825757575757576,298855.1800056561,2.1631150245666504,118.9,2026-08-21T21:40:50.492868+00:00,0.060236745897461384,0.10051040921141119,0.09487384031800662,0.12163889495765462,0.17125582870315104,0.109703,"[0.060236745897461384, 0.10051040921141119, 0.09487384031800662, 0.12163889495765462, 0.17125582870315104]",,,,,
+opt4_ubits4_wbits4,opt4_mint_membrane_quant.py,598d76c727a2deea,9,2,--u-bits 4 --w-bits 4,,2,False,32,16,100,56,0.6798787713050842,0.949814126394052,0.5587353634111809,0.821969696969697,0.8825757575757576,297412.04100678733,2.1642043590545654,121.1,2026-08-21T21:40:52.681174+00:00,0.06044046274002861,0.09955550467266756,0.09310481784974828,0.12207730245940826,0.17131168526761673,0.109298,"[0.06044046274002861, 0.09955550467266756, 0.09310481784974828, 0.12207730245940826, 0.17131168526761673]",1,137.26,0.08252,96.0,6634.0
+opt4_ubits4_wbits4,opt4_mint_membrane_quant.py,598d76c727a2deea,9,2,--u-bits 4 --w-bits 4,,2,False,32,16,100,57,0.6285228964121369,0.9758364312267658,0.3929618633154667,0.8901515151515151,0.8901515151515151,293314.7743212669,2.1658992767333984,123.2,2026-08-21T21:40:54.871794+00:00,0.058311386143459994,0.10041304020320668,0.09254483790958629,0.1201973276979783,0.1722783402485006,0.108749,"[0.058311386143459994, 0.10041304020320668, 0.09254483790958629, 0.1201973276979783, 0.1722783402485006]",,,,,
+opt4_ubits4_wbits4,opt4_mint_membrane_quant.py,598d76c727a2deea,9,2,--u-bits 4 --w-bits 4,,2,False,32,16,100,58,0.6709589749907029,0.9535315985130112,0.34508051113648847,0.8977272727272727,0.8977272727272727,294360.32239819004,2.157421350479126,125.4,2026-08-21T21:40:57.059638+00:00,0.05987435316338258,0.09988122170462328,0.09021882975802702,0.11704535300240797,0.16729377297794118,0.106863,"[0.05987435316338258, 0.09988122170462328, 0.09021882975802702, 0.11704535300240797, 0.16729377297794118]",1,138.15,0.08279,90.0,6634.0
+opt4_ubits4_wbits4,opt4_mint_membrane_quant.py,598d76c727a2deea,9,2,--u-bits 4 --w-bits 4,,2,False,32,16,100,59,0.6451424085517798,0.9684014869888475,0.4627162615458171,0.8409090909090909,0.8977272727272727,288491.9739819005,2.1549196243286133,127.5,2026-08-21T21:40:59.244462+00:00,0.056836949770941454,0.09949588205884485,0.09127831283737631,0.1194636642056353,0.17106158943737254,0.107627,"[0.056836949770941454, 0.09949588205884485, 0.09127831283737631, 0.1194636642056353, 0.17106158943737254]",,,,,
+opt4_ubits4_wbits4,opt4_mint_membrane_quant.py,598d76c727a2deea,9,2,--u-bits 4 --w-bits 4,,2,False,32,16,100,60,0.646545783294621,0.9702602230483272,0.3853026894908963,0.8674242424242424,0.8977272727272727,291995.30415723985,2.1629464626312256,129.7,2026-08-21T21:41:01.432882+00:00,0.05899025061551262,0.09887644999167498,0.0905474586521878,0.11971474351251826,0.16960658483645497,0.107547,"[0.05899025061551262, 0.09887644999167498, 0.0905474586521878, 0.11971474351251826, 0.16960658483645497]",,,,,
+opt4_ubits4_wbits4,opt4_mint_membrane_quant.py,598d76c727a2deea,9,2,--u-bits 4 --w-bits 4,,2,False,32,16,100,61,0.6368118422625233,0.966542750929368,0.4663243528568383,0.8674242424242424,0.8977272727272727,288948.4710124434,2.151487350463867,131.8,2026-08-21T21:41:03.609249+00:00,0.05810286542948555,0.09809060131802279,0.09009131263284122,0.11873381628709681,0.17035557680270252,0.107075,"[0.05810286542948555, 0.09809060131802279, 0.09009131263284122, 0.11873381628709681, 0.17035557680270252]",1,135.8,0.08116,96.0,6634.0
+opt4_ubits4_wbits4,opt4_mint_membrane_quant.py,598d76c727a2deea,9,2,--u-bits 4 --w-bits 4,,2,False,32,16,100,62,0.6234241728445854,0.9795539033457249,0.37106498263098975,0.9128787878787878,0.9128787878787878,284654.8813631222,2.1671767234802246,134.0,2026-08-21T21:41:05.801690+00:00,0.05696560464361135,0.09767961370594361,0.08807513249271057,0.11567979612771202,0.16782881494830637,0.105246,"[0.05696560464361135, 0.09767961370594361, 0.08807513249271057, 0.11567979612771202, 0.16782881494830637]",,,,,
+opt4_ubits4_wbits4,opt4_mint_membrane_quant.py,598d76c727a2deea,9,2,--u-bits 4 --w-bits 4,,2,False,32,16,100,63,0.6340245469352127,0.9739776951672863,0.4096807638804118,0.8787878787878788,0.9128787878787878,286458.6520079185,2.169111490249634,136.2,2026-08-21T21:41:08.002032+00:00,0.058618520989137536,0.09632948523058611,0.08809112012386322,0.11380311276982813,0.16667977939633763,0.104704,"[0.058618520989137536, 0.09632948523058611, 0.08809112012386322, 0.11380311276982813, 0.16667977939633763]",1,134.32,0.08093,95.5,6634.0
+opt4_ubits4_wbits4,opt4_mint_membrane_quant.py,598d76c727a2deea,9,2,--u-bits 4 --w-bits 4,,2,False,32,16,100,64,0.6211970045220896,0.9795539033457249,0.33814617539897107,0.8977272727272727,0.9128787878787878,287421.9096436652,2.149152994155884,138.3,2026-08-21T21:41:10.182945+00:00,0.05823006590499597,0.09706579236423268,0.08989141136407852,0.11437932445722468,0.16510916019187255,0.104935,"[0.05823006590499597, 0.09706579236423268, 0.08989141136407852, 0.11437932445722468, 0.16510916019187255]",,,,,
+opt4_ubits4_wbits4,opt4_mint_membrane_quant.py,598d76c727a2deea,9,2,--u-bits 4 --w-bits 4,,2,False,32,16,100,65,0.6218144253284071,0.9758364312267658,0.34491531054178876,0.9090909090909091,0.9128787878787878,282778.01131221716,2.1626126766204834,140.5,2026-08-21T21:41:12.371820+00:00,0.05749062996576814,0.09560818181318395,0.08716955255059634,0.11330107336535174,0.16557614154675426,0.103829,"[0.05749062996576814, 0.09560818181318395, 0.08716955255059634, 0.11330107336535174, 0.16557614154675426]",1,154.15,0.0926,92.5,6634.0
+opt4_ubits4_wbits4,opt4_mint_membrane_quant.py,598d76c727a2deea,9,2,--u-bits 4 --w-bits 4,,2,False,32,16,100,66,0.6086109748117099,0.9814126394052045,0.41130932894620026,0.8787878787878788,0.9128787878787878,283076.52050339367,2.156618118286133,142.6,2026-08-21T21:41:14.554818+00:00,0.05733987469883526,0.09645394761772717,0.08676636087543824,0.1129030580906307,0.16436822887729197,0.103566,"[0.05733987469883526, 0.09645394761772717, 0.08676636087543824, 0.1129030580906307, 0.16436822887729197]",,,,,
+opt4_ubits4_wbits4,opt4_mint_membrane_quant.py,598d76c727a2deea,9,2,--u-bits 4 --w-bits 4,,2,False,32,16,100,67,0.6162396283841044,0.9814126394052045,0.49092895515037305,0.8484848484848485,0.9128787878787878,282069.27205882355,2.1584925651550293,144.8,2026-08-21T21:41:16.740054+00:00,0.05725507021826856,0.09568183167892344,0.08663614532526802,0.11320115582031362,0.16555523784721599,0.103666,"[0.05725507021826856, 0.09568183167892344, 0.08663614532526802, 0.11320115582031362, 0.16555523784721599]",,,,,
+opt4_ubits4_wbits4,opt4_mint_membrane_quant.py,598d76c727a2deea,9,2,--u-bits 4 --w-bits 4,,2,False,32,16,100,68,0.6036140059006702,0.9851301115241635,0.45961678931207367,0.8598484848484849,0.9128787878787878,283499.6490384615,2.15299916267395,147.0,2026-08-21T21:41:18.918415+00:00,0.05746101916712873,0.09692397932795917,0.08622973236967535,0.11247559417696561,0.16608396172523499,0.103835,"[0.05746101916712873, 0.09692397932795917, 0.08622973236967535, 0.11247559417696561, 0.16608396172523499]",1,133.9,0.08008,95.0,6634.0
+opt4_ubits4_wbits4,opt4_mint_membrane_quant.py,598d76c727a2deea,9,2,--u-bits 4 --w-bits 4,,2,False,32,16,100,69,0.6126793015845203,0.983271375464684,0.3975606362024943,0.9015151515151515,0.9128787878787878,281392.41770361987,2.155486822128296,149.1,2026-08-21T21:41:21.097328+00:00,0.05756296940586146,0.09502260474597707,0.0852578935377738,0.11381167129558675,0.1669077811872258,0.103713,"[0.05756296940586146, 0.09502260474597707, 0.0852578935377738, 0.11381167129558675, 0.1669077811872258]",,,,,
+opt4_ubits4_wbits4,opt4_mint_membrane_quant.py,598d76c727a2deea,9,2,--u-bits 4 --w-bits 4,,2,False,32,16,100,70,0.5975127505990209,0.9925650557620818,0.3457465334372087,0.9015151515151515,0.9128787878787878,281620.64451357466,2.1638553142547607,151.3,2026-08-21T21:41:23.290123+00:00,0.058011509478092194,0.09450919707031812,0.08518948625115787,0.11281848392065834,0.165841685498462,0.103274,"[0.058011509478092194, 0.09450919707031812, 0.08518948625115787, 0.11281848392065834, 0.165841685498462]",1,137.71,0.08277,95.0,6634.0
+opt4_ubits4_wbits4,opt4_mint_membrane_quant.py,598d76c727a2deea,9,2,--u-bits 4 --w-bits 4,,2,False,32,16,100,71,0.596060724949748,0.9888475836431226,0.333169704133814,0.8901515151515151,0.9128787878787878,281766.23472850677,2.1587162017822266,153.4,2026-08-21T21:41:25.481633+00:00,0.05814610071042005,0.09396070504889768,0.08598957429913913,0.11305421415497274,0.16444464290843291,0.103119,"[0.05814610071042005, 0.09396070504889768, 0.08598957429913913, 0.11305421415497274, 0.16444464290843291]",,,,,
+opt4_ubits4_wbits4,opt4_mint_membrane_quant.py,598d76c727a2deea,9,2,--u-bits 4 --w-bits 4,,2,False,32,16,100,72,0.6042392980653557,0.9814126394052045,0.340606843883341,0.9128787878787878,0.9128787878787878,280364.5007070136,2.1556432247161865,155.6,2026-08-21T21:41:27.664001+00:00,0.05807552837273654,0.09339333150316687,0.08488189166083056,0.11252845385495354,0.1633296126828474,0.102442,"[0.05807552837273654, 0.09339333150316687, 0.08488189166083056, 0.11252845385495354, 0.1633296126828474]",1,115.35,0.06907,98.5,6634.0
+opt4_ubits4_wbits4,opt4_mint_membrane_quant.py,598d76c727a2deea,9,2,--u-bits 4 --w-bits 4,,2,False,32,16,100,73,0.5936638987640466,0.9907063197026023,0.33252124081958423,0.9204545454545454,0.9204545454545454,279478.8692024887,2.1557984352111816,157.7,2026-08-21T21:41:29.855280+00:00,0.05740621861289529,0.09393858515164431,0.08492718812297373,0.11196829860701281,0.16279826444738052,0.102208,"[0.05740621861289529, 0.09393858515164431, 0.08492718812297373, 0.11196829860701281, 0.16279826444738052]",,,,,
+opt4_ubits4_wbits4,opt4_mint_membrane_quant.py,598d76c727a2deea,9,2,--u-bits 4 --w-bits 4,,2,False,32,16,100,74,0.5950043409730422,0.9869888475836431,0.32048248973759735,0.9128787878787878,0.9204545454545454,278306.7740384615,2.1585030555725098,159.9,2026-08-21T21:41:32.045015+00:00,0.05679378351744484,0.09393360684899722,0.08511005561141406,0.11200759998139213,0.1647455210194868,0.102518,"[0.05679378351744484, 0.09393360684899722, 0.08511005561141406, 0.11200759998139213, 0.1647455210194868]",1,131.64,0.07893,95.0,6634.0
+opt4_ubits4_wbits4,opt4_mint_membrane_quant.py,598d76c727a2deea,9,2,--u-bits 4 --w-bits 4,,2,False,32,16,100,75,0.5871899050407693,0.9925650557620818,0.3640269889976039,0.8977272727272727,0.9204545454545454,277076.07649886876,2.154263734817505,162.1,2026-08-21T21:41:34.225487+00:00,0.05629648640751839,0.09387222239199806,0.08487214805448756,0.11193346670445274,0.16610567622325,0.102616,"[0.05629648640751839, 0.09387222239199806, 0.08487214805448756, 0.11193346670445274, 0.16610567622325]",,,,,
+opt4_ubits4_wbits4,opt4_mint_membrane_quant.py,598d76c727a2deea,9,2,--u-bits 4 --w-bits 4,,2,False,32,16,100,76,0.5903427397008278,0.9869888475836431,0.36753273010253906,0.9166666666666666,0.9204545454545454,276530.38291855203,2.158677339553833,164.2,2026-08-21T21:41:36.410480+00:00,0.05628514947260127,0.09389222457128413,0.0840399352943196,0.11130199844346327,0.163167928071583,0.101737,"[0.05628514947260127, 0.09389222457128413, 0.0840399352943196, 0.11130199844346327, 0.163167928071583]",,,,,
+opt4_ubits4_wbits4,opt4_mint_membrane_quant.py,598d76c727a2deea,9,2,--u-bits 4 --w-bits 4,,2,False,32,16,100,77,0.5796145710360162,0.9944237918215614,0.3497624930107232,0.9090909090909091,0.9204545454545454,278784.5940328054,2.1627025604248047,166.4,2026-08-21T21:41:38.603443+00:00,0.05725578941843089,0.09400139310780693,0.08426108430413638,0.11126354950315812,0.16234084613182964,0.101825,"[0.05725578941843089, 0.09400139310780693, 0.08426108430413638, 0.11126354950315812, 0.16234084613182964]",1,138.36,0.08312,95.5,6634.0
+opt4_ubits4_wbits4,opt4_mint_membrane_quant.py,598d76c727a2deea,9,2,--u-bits 4 --w-bits 4,,2,False,32,16,100,78,0.5962077259574238,0.983271375464684,0.36389933842601196,0.8863636363636364,0.9204545454545454,273885.4435803168,2.1599249839782715,168.5,2026-08-21T21:41:40.788898+00:00,0.05538106161881896,0.09358530754552168,0.08331962148932849,0.11092244921361699,0.16319661543649785,0.101281,"[0.05538106161881896, 0.09358530754552168, 0.08331962148932849, 0.11092244921361699, 0.16319661543649785]",,,,,
+opt4_ubits4_wbits4,opt4_mint_membrane_quant.py,598d76c727a2deea,9,2,--u-bits 4 --w-bits 4,,2,False,32,16,100,79,0.587816113432987,0.9962825278810409,0.35467806368163135,0.9166666666666666,0.9204545454545454,276536.5400169683,2.1606359481811523,170.7,2026-08-21T21:41:42.977179+00:00,0.05644466355443001,0.09374665381277308,0.08359109785626917,0.11174319027101293,0.16343084854238174,0.101791,"[0.05644466355443001, 0.09374665381277308, 0.08359109785626917, 0.11174319027101293, 0.16343084854238174]",1,113.52,0.06813,96.0,6634.0
+opt4_ubits4_wbits4,opt4_mint_membrane_quant.py,598d76c727a2deea,9,2,--u-bits 4 --w-bits 4,,2,False,32,16,100,80,0.5825792983118929,0.9962825278810409,0.4031328306053624,0.8901515151515151,0.9204545454545454,277690.849688914,2.1601083278656006,172.9,2026-08-21T21:41:45.166198+00:00,0.05668062256539569,0.09423988926060059,0.08400643047164469,0.11122238504536011,0.16248780751929565,0.101727,"[0.05668062256539569, 0.09423988926060059, 0.08400643047164469, 0.11122238504536011, 0.16248780751929565]",,,,,
+opt4_ubits4_wbits4,opt4_mint_membrane_quant.py,598d76c727a2deea,9,2,--u-bits 4 --w-bits 4,,2,False,32,16,100,81,0.5846825479131649,0.9962825278810409,0.34424926114804816,0.9204545454545454,0.9204545454545454,276826.29312782804,2.1595516204833984,175.0,2026-08-21T21:41:47.353772+00:00,0.05628239801701378,0.09432912091998492,0.08379130459883634,0.11105938737883288,0.16378597827518687,0.10185,"[0.05628239801701378, 0.09432912091998492, 0.08379130459883634, 0.11105938737883288, 0.16378597827518687]",1,139.14,0.08347,96.0,6634.0
+opt4_ubits4_wbits4,opt4_mint_membrane_quant.py,598d76c727a2deea,9,2,--u-bits 4 --w-bits 4,,2,False,32,16,100,82,0.5832233307086845,0.9851301115241635,0.28191592566894763,0.9204545454545454,0.9204545454545454,276684.471719457,2.157803773880005,177.2,2026-08-21T21:41:49.536445+00:00,0.05615875015363974,0.09451473811093498,0.08378645514740664,0.11058065908796647,0.1622667794718462,0.101461,"[0.05615875015363974, 0.09451473811093498, 0.08378645514740664, 0.11058065908796647, 0.1622667794718462]",,,,,
+opt4_ubits4_wbits4,opt4_mint_membrane_quant.py,598d76c727a2deea,9,2,--u-bits 4 --w-bits 4,,2,False,32,16,100,83,0.5768511313044892,0.9962825278810409,0.3711411745259256,0.9053030303030303,0.9204545454545454,276186.39451357466,2.1668710708618164,179.3,2026-08-21T21:41:51.728836+00:00,0.05622731346417876,0.09418033764642827,0.08330611446324517,0.11030490608776317,0.16183404361500459,0.101171,"[0.05622731346417876, 0.09418033764642827, 0.08330611446324517, 0.11030490608776317, 0.16183404361500459]",,,,,
+opt4_ubits4_wbits4,opt4_mint_membrane_quant.py,598d76c727a2deea,9,2,--u-bits 4 --w-bits 4,,2,False,32,16,100,84,0.5871182212599149,0.9869888475836431,0.35294179844133783,0.9242424242424242,0.9242424242424242,277765.1866515837,2.1676599979400635,181.5,2026-08-21T21:41:53.923266+00:00,0.05689730385647101,0.09438826625838,0.08325209293295355,0.11016301898395314,0.16218012834296508,0.101376,"[0.05689730385647101, 0.09438826625838, 0.08325209293295355, 0.11016301898395314, 0.16218012834296508]",1,140.76,0.08476,95.0,6634.0
+opt4_ubits4_wbits4,opt4_mint_membrane_quant.py,598d76c727a2deea,9,2,--u-bits 4 --w-bits 4,,2,False,32,16,100,85,0.5759659803932927,0.9981412639405205,0.3146602719119101,0.9166666666666666,0.9242424242424242,278133.26272624434,2.16858172416687,183.7,2026-08-21T21:41:56.125186+00:00,0.05705002037917867,0.09437957581351786,0.08334099019274992,0.11021460154477287,0.16259361715877757,0.101516,"[0.05705002037917867, 0.09437957581351786, 0.08334099019274992, 0.11021460154477287, 0.16259361715877757]",,,,,
+opt4_ubits4_wbits4,opt4_mint_membrane_quant.py,598d76c727a2deea,9,2,--u-bits 4 --w-bits 4,,2,False,32,16,100,86,0.5738903609793425,0.9962825278810409,0.3668852385246392,0.9166666666666666,0.9242424242424242,275985.98656674207,2.161022424697876,185.8,2026-08-21T21:41:58.311384+00:00,0.056295758003697675,0.09392710818963892,0.08325746962252785,0.10986395355533152,0.1623948558288462,0.101148,"[0.056295758003697675, 0.09392710818963892, 0.08325746962252785, 0.10986395355533152, 0.1623948558288462]",1,136.4,0.08188,95.5,6634.0
+opt4_ubits4_wbits4,opt4_mint_membrane_quant.py,598d76c727a2deea,9,2,--u-bits 4 --w-bits 4,,2,False,32,16,100,87,0.5735446052923522,0.9944237918215614,0.3419483827822136,0.9242424242424242,0.9242424242424242,279343.36467760184,2.1528635025024414,188.0,2026-08-21T21:42:00.490143+00:00,0.057384396519731075,0.09444461499943453,0.08400442495065577,0.1109121354187236,0.16274085465599508,0.101897,"[0.057384396519731075, 0.09444461499943453, 0.08400442495065577, 0.1109121354187236, 0.16274085465599508]",,,,,
+opt4_ubits4_wbits4,opt4_mint_membrane_quant.py,598d76c727a2deea,9,2,--u-bits 4 --w-bits 4,,2,False,32,16,100,88,0.5688769868315374,0.9962825278810409,0.36939236431410816,0.9166666666666666,0.9242424242424242,278773.6619061086,2.159065008163452,190.2,2026-08-21T21:42:02.675345+00:00,0.05718949568622252,0.09444406277993146,0.08386690125745885,0.11032785694388782,0.16128018761382384,0.101422,"[0.05718949568622252, 0.09444406277993146, 0.08386690125745885, 0.11032785694388782, 0.16128018761382384]",,,,,
+opt4_ubits4_wbits4,opt4_mint_membrane_quant.py,598d76c727a2deea,9,2,--u-bits 4 --w-bits 4,,2,False,32,16,100,89,0.5826172022128194,0.9907063197026023,0.3334665099779765,0.9356060606060606,0.9356060606060606,276324.69881221716,2.1555869579315186,192.3,2026-08-21T21:42:04.857784+00:00,0.056506873711067086,0.09410637266495649,0.08291750971008749,0.10909759209436529,0.16074248797753277,0.100674,"[0.056506873711067086, 0.09410637266495649, 0.08291750971008749, 0.10909759209436529, 0.16074248797753277]",1,130.79,0.07831,96.0,6634.0
+opt4_ubits4_wbits4,opt4_mint_membrane_quant.py,598d76c727a2deea,9,2,--u-bits 4 --w-bits 4,,2,False,32,16,100,90,0.5747211754986787,1.0,0.36455440521240234,0.9166666666666666,0.9356060606060606,275858.7846436652,2.157345771789551,194.5,2026-08-21T21:42:07.046448+00:00,0.05602055130635991,0.09435096163960065,0.0832914683748694,0.10980202520594877,0.16188171944197485,0.101069,"[0.05602055130635991, 0.09435096163960065, 0.0832914683748694, 0.10980202520594877, 0.16188171944197485]",,,,,
+opt4_ubits4_wbits4,opt4_mint_membrane_quant.py,598d76c727a2deea,9,2,--u-bits 4 --w-bits 4,,2,False,32,16,100,91,0.5727079902882912,1.0,0.3640358429966551,0.9053030303030303,0.9356060606060606,275399.1245757919,2.154651403427124,196.6,2026-08-21T21:42:09.226708+00:00,0.05608796635094811,0.09419270035098581,0.0826751379405751,0.10899107727934332,0.16110875063082752,0.100611,"[0.05608796635094811, 0.09419270035098581, 0.0826751379405751, 0.10899107727934332, 0.16110875063082752]",1,149.61,0.08954,96.0,6634.0
+opt4_ubits4_wbits4,opt4_mint_membrane_quant.py,598d76c727a2deea,9,2,--u-bits 4 --w-bits 4,,2,False,32,16,100,92,0.5689753810269239,0.9962825278810409,0.34565845222184155,0.9166666666666666,0.9356060606060606,275380.7194570136,2.1609935760498047,198.8,2026-08-21T21:42:11.414380+00:00,0.056076660094892275,0.09414737890748416,0.08277872248607523,0.10907537183340858,0.15961618546177359,0.100339,"[0.056076660094892275, 0.09414737890748416, 0.08277872248607523, 0.10907537183340858, 0.15961618546177359]",,,,,
+opt4_ubits4_wbits4,opt4_mint_membrane_quant.py,598d76c727a2deea,9,2,--u-bits 4 --w-bits 4,,2,False,32,16,100,93,0.5708448558935002,1.0,0.3471788014426376,0.9166666666666666,0.9356060606060606,276724.1911764706,2.1649370193481445,201.0,2026-08-21T21:42:13.606093+00:00,0.05651807105716537,0.0942413684199838,0.08325261929455925,0.10953431006740122,0.16093244622735417,0.100896,"[0.05651807105716537, 0.0942413684199838, 0.08325261929455925, 0.10953431006740122, 0.16093244622735417]",1,131.71,0.07921,95.0,6634.0
+opt4_ubits4_wbits4,opt4_mint_membrane_quant.py,598d76c727a2deea,9,2,--u-bits 4 --w-bits 4,,2,False,32,16,100,94,0.5731255711232862,1.0,0.3573601751616507,0.9204545454545454,0.9356060606060606,275401.19739819004,2.160388469696045,203.1,2026-08-21T21:42:15.792182+00:00,0.0565438965225921,0.09350497713860344,0.08218099089229808,0.10925071423544604,0.16016118666704962,0.100328,"[0.0565438965225921, 0.09350497713860344, 0.08218099089229808, 0.10925071423544604, 0.16016118666704962]",,,,,
+opt4_ubits4_wbits4,opt4_mint_membrane_quant.py,598d76c727a2deea,9,2,--u-bits 4 --w-bits 4,,2,False,32,16,100,95,0.571762089170931,0.9981412639405205,0.3651522650863185,0.9242424242424242,0.9356060606060606,275583.70517533936,2.163424253463745,205.3,2026-08-21T21:42:17.981322+00:00,0.056157516425146776,0.09414305318804349,0.08285603496958227,0.10903713501551572,0.15989074023330913,0.100417,"[0.056157516425146776, 0.09414305318804349, 0.08285603496958227, 0.10903713501551572, 0.15989074023330913]",,,,,
+opt4_ubits4_wbits4,opt4_mint_membrane_quant.py,598d76c727a2deea,9,2,--u-bits 4 --w-bits 4,,2,False,32,16,100,96,0.5708353896123326,0.9944237918215614,0.3585375827370268,0.928030303030303,0.9356060606060606,275765.9034219457,2.159862518310547,207.4,2026-08-21T21:42:20.167747+00:00,0.05608756533440422,0.09443435467341367,0.08287802733042661,0.1090805552461568,0.16065488843356862,0.100627,"[0.05608756533440422, 0.09443435467341367, 0.08287802733042661, 0.1090805552461568, 0.16065488843356862]",,,,,
+opt4_ubits4_wbits4,opt4_mint_membrane_quant.py,598d76c727a2deea,9,2,--u-bits 4 --w-bits 4,,2,False,32,16,100,97,0.5751935241390781,0.9907063197026023,0.3564341537880175,0.9242424242424242,0.9356060606060606,275101.7473133484,2.1669819355010986,209.6,2026-08-21T21:42:22.359683+00:00,0.05608956033692641,0.09402480283204247,0.08251069047871758,0.1087333998259376,0.16054859494461732,0.100381,"[0.05608956033692641, 0.09402480283204247, 0.08251069047871758, 0.1087333998259376, 0.16054859494461732]",,,,,
+opt4_ubits4_wbits4,opt4_mint_membrane_quant.py,598d76c727a2deea,9,2,--u-bits 4 --w-bits 4,,2,False,32,16,100,98,0.5780432707315041,0.9907063197026023,0.3465671756050803,0.9242424242424242,0.9356060606060606,275109.3061368778,2.160794734954834,211.8,2026-08-21T21:42:24.546495+00:00,0.05589060069007032,0.09433691948652267,0.08266921867342557,0.10882981253020904,0.16078407010611365,0.100502,"[0.05589060069007032, 0.09433691948652267, 0.08266921867342557, 0.10882981253020904, 0.16078407010611365]",1,143.84,0.08634,94.5,6634.0
+opt4_ubits4_wbits4,opt4_mint_membrane_quant.py,598d76c727a2deea,9,2,--u-bits 4 --w-bits 4,,2,False,32,16,100,99,0.5707421300579624,0.9962825278810409,0.3515451929785989,0.9204545454545454,0.9356060606060606,274765.88730203616,2.1690633296966553,213.9,2026-08-21T21:42:26.742147+00:00,0.055825160268475026,0.09412494389449849,0.08270097085658241,0.10886659473180771,0.1601197780931697,0.100327,"[0.055825160268475026, 0.09412494389449849, 0.08270097085658241, 0.10886659473180771, 0.1601197780931697]",,,,,
+opt4_ubits4_wbits4,opt4_mint_membrane_quant.py,598d76c727a2deea,9,2,--u-bits 4 --w-bits 4,,2,False,32,16,100,100,0.5747504260903398,0.9981412639405205,0.34207645058631897,0.9318181818181818,0.9356060606060606,274159.3098133484,2.1624109745025635,216.1,2026-08-21T21:42:28.929596+00:00,0.05571911155300982,0.09399106178213568,0.08236106441301458,0.10837020067607656,0.16009961682207444,0.100108,"[0.05571911155300982, 0.09399106178213568, 0.08236106441301458, 0.10837020067607656, 0.16009961682207444]",1,145.15,0.08719,95.5,6634.0
 opt4_ubits4_wbits8,opt4_mint_membrane_quant.py,598d76c727a2deea,5,1,--u-bits 4 --w-bits 8,weights quantized too,2,False,32,16,100,1,2.2505576442165447,0.4721189591078067,4.078645619479093,0.3143939393939394,0.3143939393939394,510815.22808257915,3.343724250793457,3.3,2026-08-21T11:54:07.229428+00:00,0.10745865150409586,0.1555675776565776,0.17879372572197633,0.205072539694169,0.20516377512146444,0.170411,"[0.10745865150409586, 0.1555675776565776, 0.17879372572197633, 0.205072539694169, 0.20516377512146444]",1,69.04,0.06413,14.5,4402.0
 opt4_ubits4_wbits8,opt4_mint_membrane_quant.py,598d76c727a2deea,5,1,--u-bits 4 --w-bits 8,weights quantized too,2,False,32,16,100,2,1.7121918737666757,0.5111524163568774,1.3649638439669753,0.5,0.5,512441.74547511316,2.1840171813964844,5.5,2026-08-21T11:54:09.448417+00:00,0.10433111295980566,0.1589717628324733,0.1848558757235022,0.21471910091007457,0.22588541753151836,0.177753,"[0.10433111295980566, 0.1589717628324733, 0.1848558757235022, 0.21471910091007457, 0.22588541753151836]",1,119.74,0.07264,88.0,6634.0
 opt4_ubits4_wbits8,opt4_mint_membrane_quant.py,598d76c727a2deea,5,1,--u-bits 4 --w-bits 8,weights quantized too,2,False,32,16,100,3,1.4633743851601413,0.5947955390334573,1.1394361149181018,0.5454545454545454,0.5454545454545454,496050.0919117647,2.1935503482818604,7.7,2026-08-21T11:54:11.673243+00:00,0.10184645828078775,0.1508524601950365,0.17938735818161683,0.2156555959407021,0.23495690612231984,0.17654,"[0.10184645828078775, 0.1508524601950365, 0.17938735818161683, 0.2156555959407021, 0.23495690612231984]",,,,,

_index/RUNS_INDEX.json

@@ -3830,5 +3830,51 @@
       "MB": 1442.6,
       "sha256": "ec9b4396a9bb9df4203d3797601b92907dd921ee674bbf9603e0506f1cae730f"
     }
+  },
+  {
+    "tag": "opt4_ubits4_wbits4",
+    "script": "opt4_mint_membrane_quant.py",
+    "hf_folder": "opt4_mint_membrane_quant",
+    "phase": 9,
+    "status": "ok",
+    "epochs_completed": 100,
+    "duration_s": 363.3,
+    "final_epoch_metrics": {
+      "epoch": 100,
+      "train_loss": 0.5747504260903398,
+      "train_acc": 0.9981412639405205,
+      "test_loss": 0.34207645058631897,
+      "test_acc": 0.9318181818181818,
+      "best_acc": 0.9356060606060606,
+      "spike_rates": [
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+        0.09399106178213568,
+        0.08236106441301458,
+        0.10837020067607656,
+        0.16009961682207444
+      ],
+      "spikes_per_sample": 274159.3098133484,
+      "wall_time_s": 2.1624109745025635,
+      "timestamp": "2026-08-21T21:42:28.929596+00:00"
+    },
+    "best": {
+      "epoch": 89,
+      "test_acc": 0.9356060606060606
+    },
+    "event_driven": {
+      "event_driven_test_acc": 0.9318181818181818,
+      "synaptic_ops_per_inference": 217236895.8923611,
+      "membrane_bytes_per_inference": 119045.5,
+      "u_bits": 4,
+      "kshift": 0,
+      "w_bits": 4
+    },
+    "zip": {
+      "name": "opt4_ubits4_wbits4.zip",
+      "files": 312,
+      "bytes": 1441598867,
+      "MB": 1441.6,
+      "sha256": "1a309b6a48f8d1d29e734dad8106457c3a1b7d8f2a2b38599c0d0ef467aa6116"
+    }
   }
 ]