p-j-r-1-2-3 commited on
Commit
1983e01
·
verified ·
1 Parent(s): ba4a97e

add run opt4_ubits2_wbits4

Browse files
opt4_mint_membrane_quant/opt4_ubits2_wbits4.epochs.csv ADDED
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1
+ tag,script,script_sha256_16,phase,priority,flags,note,gpus,amp,batch_size_per_gpu,num_bins_T,epochs_requested,epoch,train_loss,train_acc,test_loss,test_acc,best_acc,spikes_per_sample,wall_time_s,cum_wall_time_s,timestamp,spk_rate_l0,spk_rate_l1,spk_rate_l2,spk_rate_l3,spk_rate_l4,spk_rate_mean,spike_rates_json,gpu_samples,gpu_power_w_mean,energy_wh,gpu_util_pct_mean,gpu_mem_mb_peak
2
+ opt4_ubits2_wbits4,opt4_mint_membrane_quant.py,598d76c727a2deea,9,2,--u-bits 2 --w-bits 4,most aggressive,2,False,32,16,100,1,3.990618552417117,0.38661710037174724,2.97899747617317,0.32196969696969696,0.32196969696969696,422536.879949095,2.6207668781280518,2.6,2026-08-21T21:31:09.165372+00:00,0.05546417174970403,0.1288913540980395,0.24957353753202102,0.2876644187113818,0.30111155790441174,0.204541,"[0.05546417174970403, 0.1288913540980395, 0.24957353753202102, 0.2876644187113818, 0.30111155790441174]",1,136.11,0.09909,95.0,6634.0
3
+ opt4_ubits2_wbits4,opt4_mint_membrane_quant.py,598d76c727a2deea,9,2,--u-bits 2 --w-bits 4,most aggressive,2,False,32,16,100,2,2.411945930644039,0.3382899628252788,2.01740300655365,0.32196969696969696,0.32196969696969696,413718.35774886876,2.137646198272705,4.8,2026-08-21T21:31:11.333184+00:00,0.05581154214108691,0.11798093467950821,0.2530462075682247,0.2874441287096809,0.3124186834868263,0.20534,"[0.05581154214108691, 0.11798093467950821, 0.2530462075682247, 0.2874441287096809, 0.3124186834868263]",,,,,
4
+ opt4_ubits2_wbits4,opt4_mint_membrane_quant.py,598d76c727a2deea,9,2,--u-bits 2 --w-bits 4,most aggressive,2,False,32,16,100,3,2.2231254356058114,0.3382899628252788,2.0163269331960967,0.36742424242424243,0.36742424242424243,387479.05033936654,2.1409380435943604,6.9,2026-08-21T21:31:13.501154+00:00,0.04879985705894582,0.1136075801709119,0.2428960738813176,0.27528534741962657,0.3082488056491403,0.197768,"[0.04879985705894582, 0.1136075801709119, 0.2428960738813176, 0.27528534741962657, 0.3082488056491403]",1,133.07,0.07914,96.5,6634.0
5
+ opt4_ubits2_wbits4,opt4_mint_membrane_quant.py,598d76c727a2deea,9,2,--u-bits 2 --w-bits 4,most aggressive,2,False,32,16,100,4,2.0837033831940266,0.34014869888475835,1.7042941378824639,0.3939393939393939,0.3939393939393939,377755.3372454751,2.1406431198120117,9.0,2026-08-21T21:31:15.672721+00:00,0.046017750878544414,0.11052289429832907,0.2417758755824145,0.27442411464803357,0.3135327994823456,0.197255,"[0.046017750878544414, 0.11052289429832907, 0.2417758755824145, 0.27442411464803357, 0.3135327994823456]",,,,,
6
+ opt4_ubits2_wbits4,opt4_mint_membrane_quant.py,598d76c727a2deea,9,2,--u-bits 2 --w-bits 4,most aggressive,2,False,32,16,100,5,1.996708524271458,0.38104089219330856,1.8263229131698608,0.3787878787878788,0.3939393939393939,398301.8800904978,2.144680976867676,11.2,2026-08-21T21:31:17.848241+00:00,0.04693306127891821,0.12280781391788931,0.2523264131125282,0.27619418501853943,0.31158145210322213,0.201969,"[0.04693306127891821, 0.12280781391788931, 0.2523264131125282, 0.27619418501853943, 0.31158145210322213]",1,124.24,0.07402,98.5,6634.0
7
+ opt4_ubits2_wbits4,opt4_mint_membrane_quant.py,598d76c727a2deea,9,2,--u-bits 2 --w-bits 4,most aggressive,2,False,32,16,100,6,2.0361504864958584,0.379182156133829,1.8259338032115588,0.32196969696969696,0.3939393939393939,405805.8492647059,2.1606578826904297,13.3,2026-08-21T21:31:20.042956+00:00,0.05011281984693864,0.11875616671407924,0.25907279112759757,0.28828265211161447,0.30715186455670523,0.204675,"[0.05011281984693864, 0.11875616671407924, 0.25907279112759757, 0.28828265211161447, 0.30715186455670523]",,,,,
8
+ opt4_ubits2_wbits4,opt4_mint_membrane_quant.py,598d76c727a2deea,9,2,--u-bits 2 --w-bits 4,most aggressive,2,False,32,16,100,7,2.3705430243538217,0.3104089219330855,2.417237895907778,0.3977272727272727,0.3977272727272727,483516.8717477375,2.1692967414855957,15.5,2026-08-21T21:31:22.238100+00:00,0.06539517860202228,0.1501009586979361,0.2791360791991739,0.30524999429197874,0.3132288315716912,0.222622,"[0.06539517860202228, 0.1501009586979361, 0.2791360791991739, 0.30524999429197874, 0.3132288315716912]",1,130.56,0.07867,95.0,6634.0
9
+ opt4_ubits2_wbits4,opt4_mint_membrane_quant.py,598d76c727a2deea,9,2,--u-bits 2 --w-bits 4,most aggressive,2,False,32,16,100,8,2.1103033726986458,0.32342007434944237,1.834999351790457,0.3106060606060606,0.3977272727272727,458909.0360576923,2.174644708633423,17.7,2026-08-21T21:31:24.442883+00:00,0.060067434959551864,0.13331781503032236,0.2860510191496681,0.3096916097051957,0.30832648101974935,0.219491,"[0.060067434959551864, 0.13331781503032236, 0.2860510191496681, 0.3096916097051957, 0.30832648101974935]",,,,,
10
+ opt4_ubits2_wbits4,opt4_mint_membrane_quant.py,598d76c727a2deea,9,2,--u-bits 2 --w-bits 4,most aggressive,2,False,32,16,100,9,2.085272687961621,0.36617100371747213,1.781265164866592,0.26136363636363635,0.3977272727272727,465471.5749434389,2.1648170948028564,19.9,2026-08-21T21:31:26.635730+00:00,0.06195559681338422,0.13568871161516974,0.28629157648367043,0.3098256009466508,0.30471164864652295,0.219695,"[0.06195559681338422, 0.13568871161516974, 0.28629157648367043, 0.3098256009466508, 0.30471164864652295]",,,,,
11
+ opt4_ubits2_wbits4,opt4_mint_membrane_quant.py,598d76c727a2deea,9,2,--u-bits 2 --w-bits 4,most aggressive,2,False,32,16,100,10,2.1427171469621054,0.34014869888475835,2.0728103175307764,0.11363636363636363,0.3977272727272727,512473.9570135747,2.173785924911499,22.0,2026-08-21T21:31:28.835698+00:00,0.07791072699953527,0.14811980811988606,0.2869992221102995,0.3106727968243992,0.3077191149487215,0.226284,"[0.07791072699953527, 0.14811980811988606, 0.2869992221102995, 0.3106727968243992, 0.3077191149487215]",1,133.12,0.08038,96.5,6634.0
12
+ opt4_ubits2_wbits4,opt4_mint_membrane_quant.py,598d76c727a2deea,9,2,--u-bits 2 --w-bits 4,most aggressive,2,False,32,16,100,11,2.0814841210177395,0.37732342007434944,1.7529631853103638,0.42045454545454547,0.42045454545454547,499464.49717194564,2.1661174297332764,24.2,2026-08-21T21:31:31.028382+00:00,0.07857042792088845,0.1377631136599709,0.28110309208140655,0.3074951294590445,0.30477410028962526,0.221941,"[0.07857042792088845, 0.1377631136599709, 0.28110309208140655, 0.3074951294590445, 0.30477410028962526]",,,,,
13
+ opt4_ubits2_wbits4,opt4_mint_membrane_quant.py,598d76c727a2deea,9,2,--u-bits 2 --w-bits 4,most aggressive,2,False,32,16,100,12,2.076605038128821,0.38847583643122674,1.4201762585928945,0.4962121212121212,0.4962121212121212,530360.0568438914,2.1643075942993164,26.4,2026-08-21T21:31:33.224219+00:00,0.08604718569447012,0.15128886086099289,0.28303156880771413,0.3079165185199064,0.3007228392011979,0.225801,"[0.08604718569447012, 0.15128886086099289, 0.28303156880771413, 0.3079165185199064, 0.3007228392011979]",1,114.97,0.06912,95.5,6634.0
14
+ opt4_ubits2_wbits4,opt4_mint_membrane_quant.py,598d76c727a2deea,9,2,--u-bits 2 --w-bits 4,most aggressive,2,False,32,16,100,13,2.021709241831613,0.4144981412639405,1.7606925097378818,0.4621212121212121,0.4962121212121212,524884.2987839367,2.1624462604522705,28.5,2026-08-21T21:31:35.420757+00:00,0.08613266971181421,0.14648324163521037,0.28220347972477183,0.30677663929322185,0.29726242493180666,0.223772,"[0.08613266971181421, 0.14648324163521037, 0.28220347972477183, 0.30677663929322185, 0.29726242493180666]",,,,,
15
+ opt4_ubits2_wbits4,opt4_mint_membrane_quant.py,598d76c727a2deea,9,2,--u-bits 2 --w-bits 4,most aggressive,2,False,32,16,100,14,2.0639278028977404,0.3847583643122677,2.03868906064467,0.25757575757575757,0.4962121212121212,534519.2208710407,2.1592912673950195,30.7,2026-08-21T21:31:37.606288+00:00,0.0867578041027574,0.1466782347244375,0.29581354996737314,0.3140988314852995,0.3001343572840971,0.228697,"[0.0867578041027574, 0.1466782347244375, 0.29581354996737314, 0.3140988314852995, 0.3001343572840971]",,,,,
16
+ opt4_ubits2_wbits4,opt4_mint_membrane_quant.py,598d76c727a2deea,9,2,--u-bits 2 --w-bits 4,most aggressive,2,False,32,16,100,15,1.9505996252081208,0.4144981412639405,1.5074265364444617,0.4356060606060606,0.4962121212121212,510629.2343042986,2.163968324661255,32.8,2026-08-21T21:31:39.795830+00:00,0.07835818739498362,0.13970654852250042,0.29879043032141295,0.3101891138974358,0.2986429842079387,0.225137,"[0.07835818739498362, 0.13970654852250042, 0.29879043032141295, 0.3101891138974358, 0.2986429842079387]",1,137.79,0.08283,94.0,6634.0
17
+ opt4_ubits2_wbits4,opt4_mint_membrane_quant.py,598d76c727a2deea,9,2,--u-bits 2 --w-bits 4,most aggressive,2,False,32,16,100,16,2.0314298775116306,0.362453531598513,2.274570248343728,0.12878787878787878,0.4962121212121212,497335.62782805436,2.1588027477264404,35.0,2026-08-21T21:31:41.978773+00:00,0.07283829021103241,0.1279659893582849,0.3186318295843461,0.31183520310065327,0.2952081508496228,0.225296,"[0.07283829021103241, 0.1279659893582849, 0.3186318295843461, 0.31183520310065327, 0.2952081508496228]",,,,,
18
+ opt4_ubits2_wbits4,opt4_mint_membrane_quant.py,598d76c727a2deea,9,2,--u-bits 2 --w-bits 4,most aggressive,2,False,32,16,100,17,2.083353920053815,0.3828996282527881,2.029771985429706,0.23484848484848486,0.4962121212121212,526435.2430712669,2.153104782104492,37.2,2026-08-21T21:31:44.161275+00:00,0.07727884150603238,0.1511106096646365,0.3094661726671107,0.31406648369396434,0.29942068106987896,0.230269,"[0.07727884150603238, 0.1511106096646365, 0.3094661726671107, 0.31406648369396434, 0.29942068106987896]",1,138.55,0.08286,95.0,6634.0
19
+ opt4_ubits2_wbits4,opt4_mint_membrane_quant.py,598d76c727a2deea,9,2,--u-bits 2 --w-bits 4,most aggressive,2,False,32,16,100,18,2.098105921621216,0.39776951672862454,2.399467280416778,0.09848484848484848,0.4962121212121212,520493.650311086,2.1400091648101807,39.3,2026-08-21T21:31:46.328930+00:00,0.08210897226543988,0.13426167035804076,0.3117407016894397,0.31804944837794585,0.28506331759340625,0.226245,"[0.08210897226543988, 0.13426167035804076, 0.3117407016894397, 0.31804944837794585, 0.28506331759340625]",,,,,
20
+ opt4_ubits2_wbits4,opt4_mint_membrane_quant.py,598d76c727a2deea,9,2,--u-bits 2 --w-bits 4,most aggressive,2,False,32,16,100,19,2.017719906945211,0.38661710037174724,2.3110643011150938,0.14772727272727273,0.4962121212121212,539011.1218891402,2.1438543796539307,41.4,2026-08-21T21:31:48.500036+00:00,0.09334589803920072,0.12717169610893025,0.31701354945407195,0.31514224760672627,0.2854016002486734,0.227615,"[0.09334589803920072, 0.12717169610893025, 0.31701354945407195, 0.31514224760672627, 0.2854016002486734]",1,105.36,0.06274,96.0,6634.0
21
+ opt4_ubits2_wbits4,opt4_mint_membrane_quant.py,598d76c727a2deea,9,2,--u-bits 2 --w-bits 4,most aggressive,2,False,32,16,100,20,2.1469458913271313,0.34572490706319703,2.397895336151123,0.09090909090909091,0.4962121212121212,539495.7652714932,2.14225435256958,43.6,2026-08-21T21:31:50.668680+00:00,0.10028214402058545,0.1213542854084688,0.30188657080425935,0.31482220572583813,0.28676315265543323,0.225022,"[0.10028214402058545, 0.1213542854084688, 0.30188657080425935, 0.31482220572583813, 0.28676315265543323]",,,,,
22
+ opt4_ubits2_wbits4,opt4_mint_membrane_quant.py,598d76c727a2deea,9,2,--u-bits 2 --w-bits 4,most aggressive,2,False,32,16,100,21,2.14310967080212,0.31226765799256506,2.080642013838797,0.17424242424242425,0.4962121212121212,562508.0097567873,2.1474215984344482,45.7,2026-08-21T21:31:52.841109+00:00,0.10662933570497177,0.13133695809280171,0.3004124410012189,0.3141843483728521,0.2974868188886082,0.23001,"[0.10662933570497177, 0.13133695809280171, 0.3004124410012189, 0.3141843483728521, 0.2974868188886082]",,,,,
23
+ opt4_ubits2_wbits4,opt4_mint_membrane_quant.py,598d76c727a2deea,9,2,--u-bits 2 --w-bits 4,most aggressive,2,False,32,16,100,22,2.151929689605883,0.3382899628252788,1.6111862189841992,0.4318181818181818,0.4962121212121212,591859.2468891402,2.1438798904418945,47.9,2026-08-21T21:31:55.010159+00:00,0.11414014504236333,0.1450069266207078,0.2984795342473423,0.3168314064250273,0.28913670602966757,0.232719,"[0.11414014504236333, 0.1450069266207078, 0.2984795342473423, 0.3168314064250273, 0.28913670602966757]",1,139.63,0.08315,96.0,6634.0
24
+ opt4_ubits2_wbits4,opt4_mint_membrane_quant.py,598d76c727a2deea,9,2,--u-bits 2 --w-bits 4,most aggressive,2,False,32,16,100,23,1.9866948358188332,0.42193308550185876,2.358359286279389,0.17045454545454544,0.4962121212121212,581988.887443439,2.140300989151001,50.0,2026-08-21T21:31:57.176456+00:00,0.11547014862298965,0.13848784697406433,0.28889700069146995,0.31108617081361656,0.2841222777086146,0.227613,"[0.11547014862298965, 0.13848784697406433, 0.28889700069146995, 0.31108617081361656, 0.2841222777086146]",,,,,
25
+ opt4_ubits2_wbits4,opt4_mint_membrane_quant.py,598d76c727a2deea,9,2,--u-bits 2 --w-bits 4,most aggressive,2,False,32,16,100,24,2.04567090463461,0.4312267657992565,1.753919409983086,0.5303030303030303,0.5303030303030303,549831.0811651583,2.1370012760162354,52.2,2026-08-21T21:31:59.339319+00:00,0.11116050008465261,0.1236927215667332,0.2743222450508791,0.3115237320170683,0.2816411537282607,0.220468,"[0.11116050008465261, 0.1236927215667332, 0.2743222450508791, 0.3115237320170683, 0.2816411537282607]",1,135.94,0.0807,96.5,6634.0
26
+ opt4_ubits2_wbits4,opt4_mint_membrane_quant.py,598d76c727a2deea,9,2,--u-bits 2 --w-bits 4,most aggressive,2,False,32,16,100,25,1.9739350829425797,0.3940520446096654,2.397895336151123,0.09090909090909091,0.5303030303030303,518365.58724547504,2.1420164108276367,54.3,2026-08-21T21:32:01.512687+00:00,0.1032953415723408,0.113369352019885,0.2668007542105282,0.30995869110612306,0.2820507410694571,0.215095,"[0.1032953415723408, 0.113369352019885, 0.2668007542105282, 0.30995869110612306, 0.2820507410694571]",,,,,
27
+ opt4_ubits2_wbits4,opt4_mint_membrane_quant.py,598d76c727a2deea,9,2,--u-bits 2 --w-bits 4,most aggressive,2,False,32,16,100,26,2.0221646780418197,0.38104089219330856,2.000827456965591,0.2840909090909091,0.5303030303030303,569347.3990384615,2.1312570571899414,56.4,2026-08-21T21:32:03.669497+00:00,0.1140918477493174,0.13628294275087469,0.27443821289960074,0.3120550671044518,0.2852695356397068,0.224428,"[0.1140918477493174, 0.13628294275087469, 0.27443821289960074, 0.3120550671044518, 0.2852695356397068]",1,112.84,0.0668,96.5,6634.0
28
+ opt4_ubits2_wbits4,opt4_mint_membrane_quant.py,598d76c727a2deea,9,2,--u-bits 2 --w-bits 4,most aggressive,2,False,32,16,100,27,1.946901418462562,0.395910780669145,2.146824258746523,0.0946969696969697,0.5303030303030303,547705.118495475,2.136587381362915,58.6,2026-08-21T21:32:05.832160+00:00,0.11076576920116649,0.1234871473382501,0.27135231740334453,0.314964176977382,0.2843572532429415,0.220985,"[0.11076576920116649, 0.1234871473382501, 0.27135231740334453, 0.314964176977382, 0.2843572532429415]",,,,,
29
+ opt4_ubits2_wbits4,opt4_mint_membrane_quant.py,598d76c727a2deea,9,2,--u-bits 2 --w-bits 4,most aggressive,2,False,32,16,100,28,1.9608505073533182,0.43308550185873607,2.1012310476014107,0.23106060606060605,0.5303030303030303,565234.4097850679,2.137223720550537,60.7,2026-08-21T21:32:07.995728+00:00,0.11487855981377994,0.1326823295915828,0.26983126822639913,0.3156127736848943,0.28107385074391084,0.222816,"[0.11487855981377994, 0.1326823295915828, 0.26983126822639913, 0.3156127736848943, 0.28107385074391084]",,,,,
30
+ opt4_ubits2_wbits4,opt4_mint_membrane_quant.py,598d76c727a2deea,9,2,--u-bits 2 --w-bits 4,most aggressive,2,False,32,16,100,29,2.012655002920158,0.42193308550185876,1.655399004618327,0.32575757575757575,0.5303030303030303,573753.8191459277,2.134674310684204,62.8,2026-08-21T21:32:10.157583+00:00,0.11873497331843656,0.1352879343663945,0.2665072960012099,0.31082280418452096,0.28977353607907014,0.224225,"[0.11873497331843656, 0.1352879343663945, 0.2665072960012099, 0.31082280418452096, 0.28977353607907014]",,,,,
31
+ opt4_ubits2_wbits4,opt4_mint_membrane_quant.py,598d76c727a2deea,9,2,--u-bits 2 --w-bits 4,most aggressive,2,False,32,16,100,30,2.050380364669743,0.38847583643122674,2.1189917795585864,0.10606060606060606,0.5303030303030303,582341.9794966064,2.145724058151245,65.0,2026-08-21T21:32:12.328486+00:00,0.11811751039589152,0.14393110573291779,0.26795633400187774,0.31143999450347004,0.28756070137023926,0.225801,"[0.11811751039589152, 0.14393110573291779, 0.26795633400187774, 0.31143999450347004, 0.28756070137023926]",,,,,
32
+ opt4_ubits2_wbits4,opt4_mint_membrane_quant.py,598d76c727a2deea,9,2,--u-bits 2 --w-bits 4,most aggressive,2,False,32,16,100,31,2.0094790086427143,0.44981412639405205,2.187663201129798,0.125,0.5303030303030303,573884.9797794118,2.133608341217041,67.1,2026-08-21T21:32:14.487828+00:00,0.11945859123678769,0.13552248302628012,0.2627291872220881,0.3139190726420459,0.28288571098271537,0.222903,"[0.11945859123678769, 0.13552248302628012, 0.2627291872220881, 0.3139190726420459, 0.28288571098271537]",1,138.4,0.08203,95.0,6634.0
33
+ opt4_ubits2_wbits4,opt4_mint_membrane_quant.py,598d76c727a2deea,9,2,--u-bits 2 --w-bits 4,most aggressive,2,False,32,16,100,32,1.9925724263528022,0.38847583643122674,1.694356499296246,0.36363636363636365,0.5303030303030303,633917.8110859728,2.1282296180725098,69.2,2026-08-21T21:32:16.641863+00:00,0.13199990286546595,0.15991993949693792,0.2770169272142298,0.31899938688558693,0.28170500257435965,0.233928,"[0.13199990286546595, 0.15991993949693792, 0.2770169272142298, 0.31899938688558693, 0.28170500257435965]",,,,,
34
+ opt4_ubits2_wbits4,opt4_mint_membrane_quant.py,598d76c727a2deea,9,2,--u-bits 2 --w-bits 4,most aggressive,2,False,32,16,100,33,2.0340463211102113,0.4070631970260223,2.0594718095028037,0.23106060606060605,0.5303030303030303,678612.3426187782,2.1327402591705322,71.4,2026-08-21T21:32:18.800397+00:00,0.14462150720989003,0.17649879394208684,0.27969757774296927,0.3143101632595062,0.2878737642484553,0.2406,"[0.14462150720989003, 0.17649879394208684, 0.27969757774296927, 0.3143101632595062, 0.2878737642484553]",1,115.13,0.06821,98.5,6634.0
35
+ opt4_ubits2_wbits4,opt4_mint_membrane_quant.py,598d76c727a2deea,9,2,--u-bits 2 --w-bits 4,most aggressive,2,False,32,16,100,34,2.0813643356238156,0.3847583643122677,1.804746692830866,0.3977272727272727,0.5303030303030303,704476.3410633485,2.137808322906494,73.5,2026-08-21T21:32:20.962749+00:00,0.15150724526713877,0.1838966353851206,0.28610241062500896,0.3167256449951845,0.2873886087361504,0.245124,"[0.15150724526713877, 0.1838966353851206, 0.28610241062500896, 0.3167256449951845, 0.2873886087361504]",,,,,
36
+ opt4_ubits2_wbits4,opt4_mint_membrane_quant.py,598d76c727a2deea,9,2,--u-bits 2 --w-bits 4,most aggressive,2,False,32,16,100,35,1.9910945661892234,0.4758364312267658,1.6396849950154622,0.44696969696969696,0.5303030303030303,674290.7630090498,2.1441285610198975,75.7,2026-08-21T21:32:23.141384+00:00,0.14609824208652272,0.16962257553549373,0.2786097491488737,0.3175489814842449,0.2806223701028263,0.2385,"[0.14609824208652272, 0.16962257553549373, 0.2786097491488737, 0.3175489814842449, 0.2806223701028263]",1,146.62,0.08733,94.5,6634.0
37
+ opt4_ubits2_wbits4,opt4_mint_membrane_quant.py,598d76c727a2deea,9,2,--u-bits 2 --w-bits 4,most aggressive,2,False,32,16,100,36,1.940997461404056,0.4721189591078067,1.9226253177180435,0.32575757575757575,0.5303030303030303,689827.2044683257,2.1447551250457764,77.8,2026-08-21T21:32:25.310760+00:00,0.1556442502666922,0.16867642236106536,0.27252522286246805,0.31531793755643506,0.27972964504185843,0.238379,"[0.1556442502666922, 0.16867642236106536, 0.27252522286246805, 0.31531793755643506, 0.27972964504185843]",,,,,
38
+ opt4_ubits2_wbits4,opt4_mint_membrane_quant.py,598d76c727a2deea,9,2,--u-bits 2 --w-bits 4,most aggressive,2,False,32,16,100,37,2.067662966295689,0.4200743494423792,1.7878001603213223,0.3371212121212121,0.5303030303030303,673124.6538461539,2.142341136932373,79.9,2026-08-21T21:32:27.478664+00:00,0.1588875107905444,0.15329572207787456,0.25984246064634886,0.3099079710595748,0.27755167729714336,0.231897,"[0.1588875107905444, 0.15329572207787456, 0.25984246064634886, 0.3099079710595748, 0.27755167729714336]",,,,,
39
+ opt4_ubits2_wbits4,opt4_mint_membrane_quant.py,598d76c727a2deea,9,2,--u-bits 2 --w-bits 4,most aggressive,2,False,32,16,100,38,1.9631361225723778,0.48141263940520446,1.628891930435643,0.48863636363636365,0.5303030303030303,639622.6609162897,2.1525022983551025,82.1,2026-08-21T21:32:29.656432+00:00,0.1592949909322402,0.12809128401910558,0.2449194701278911,0.3094797134399414,0.27206016989315257,0.222769,"[0.1592949909322402, 0.12809128401910558, 0.2449194701278911, 0.3094797134399414, 0.27206016989315257]",1,129.13,0.07721,95.0,6634.0
40
+ opt4_ubits2_wbits4,opt4_mint_membrane_quant.py,598d76c727a2deea,9,2,--u-bits 2 --w-bits 4,most aggressive,2,False,32,16,100,39,1.8329018491794629,0.49070631970260226,1.5772957585074685,0.42424242424242425,0.5303030303030303,644343.3761312218,2.1510586738586426,84.2,2026-08-21T21:32:31.833086+00:00,0.16222315851379843,0.12814267417963812,0.24183430566507227,0.3104532729176914,0.2735906068016501,0.223249,"[0.16222315851379843, 0.12814267417963812, 0.24183430566507227, 0.3104532729176914, 0.2735906068016501]",,,,,
41
+ opt4_ubits2_wbits4,opt4_mint_membrane_quant.py,598d76c727a2deea,9,2,--u-bits 2 --w-bits 4,most aggressive,2,False,32,16,100,40,1.9716619062600969,0.4349442379182156,1.2738564917535493,0.5,0.5303030303030303,659865.0817307691,2.144012212753296,86.4,2026-08-21T21:32:34.004779+00:00,0.1656068791361416,0.132586509865873,0.24855831616065083,0.3120877970667446,0.2769255147260778,0.227153,"[0.1656068791361416, 0.132586509865873, 0.24855831616065083, 0.3120877970667446, 0.2769255147260778]",1,115.72,0.06892,98.5,6634.0
42
+ opt4_ubits2_wbits4,opt4_mint_membrane_quant.py,598d76c727a2deea,9,2,--u-bits 2 --w-bits 4,most aggressive,2,False,32,16,100,41,1.948053847458283,0.4628252788104089,1.077553801464312,0.5075757575757576,0.5303030303030303,668636.7953902716,2.1485934257507324,88.5,2026-08-21T21:32:36.181319+00:00,0.16812984908328338,0.13359273005934322,0.25312870740890503,0.3126610622686498,0.2714002623277552,0.227783,"[0.16812984908328338, 0.13359273005934322, 0.25312870740890503, 0.3126610622686498, 0.2714002623277552]",,,,,
43
+ opt4_ubits2_wbits4,opt4_mint_membrane_quant.py,598d76c727a2deea,9,2,--u-bits 2 --w-bits 4,most aggressive,2,False,32,16,100,42,1.980155648352045,0.44981412639405205,2.3835300532254307,0.10227272727272728,0.5303030303030303,648763.2829468326,2.144230842590332,90.7,2026-08-21T21:32:38.363006+00:00,0.16622673851602218,0.12060027788667117,0.2485223114490509,0.3139272630214691,0.27046799133805666,0.223949,"[0.16622673851602218, 0.12060027788667117, 0.2485223114490509, 0.3139272630214691, 0.27046799133805666]",1,126.28,0.07521,95.5,6634.0
44
+ opt4_ubits2_wbits4,opt4_mint_membrane_quant.py,598d76c727a2deea,9,2,--u-bits 2 --w-bits 4,most aggressive,2,False,32,16,100,43,2.053180208879776,0.45353159851301117,2.3436766971241343,0.13257575757575757,0.5303030303030303,645221.9539027149,2.1480088233947754,92.8,2026-08-21T21:32:40.536444+00:00,0.1645302860175862,0.12052615994916242,0.24829301238059998,0.31530681252479553,0.27479418586282167,0.22469,"[0.1645302860175862, 0.12052615994916242, 0.24829301238059998, 0.31530681252479553, 0.27479418586282167]",,,,,
45
+ opt4_ubits2_wbits4,opt4_mint_membrane_quant.py,598d76c727a2deea,9,2,--u-bits 2 --w-bits 4,most aggressive,2,False,32,16,100,44,1.9272874013198795,0.47769516728624534,2.3411777236244897,0.13257575757575757,0.5303030303030303,646728.929581448,2.164869546890259,95.0,2026-08-21T21:32:42.726080+00:00,0.1635039869476767,0.12666876088170445,0.24390340026687174,0.3118606016916387,0.27122043686754566,0.223431,"[0.1635039869476767, 0.12666876088170445, 0.24390340026687174, 0.3118606016916387, 0.27122043686754566]",,,,,
46
+ opt4_ubits2_wbits4,opt4_mint_membrane_quant.py,598d76c727a2deea,9,2,--u-bits 2 --w-bits 4,most aggressive,2,False,32,16,100,45,1.93566590968561,0.5,2.348936991258101,0.11363636363636363,0.5303030303030303,639982.3489819005,2.1533734798431396,97.1,2026-08-21T21:32:44.904932+00:00,0.16127926198875203,0.1289236076614436,0.2368941570029539,0.3058585559620577,0.2730918123441584,0.221209,"[0.16127926198875203, 0.1289236076614436, 0.2368941570029539, 0.3058585559620577, 0.2730918123441584]",1,133.66,0.07995,96.0,6634.0
47
+ opt4_ubits2_wbits4,opt4_mint_membrane_quant.py,598d76c727a2deea,9,2,--u-bits 2 --w-bits 4,most aggressive,2,False,32,16,100,46,1.877153130268962,0.5055762081784386,2.223367098605994,0.20833333333333334,0.5303030303030303,688831.3004807691,2.151988983154297,99.3,2026-08-21T21:32:47.081055+00:00,0.17446681243531845,0.14416706737350016,0.24630151776706471,0.3082132427131428,0.26934873181230884,0.228499,"[0.17446681243531845, 0.14416706737350016, 0.24630151776706471, 0.3082132427131428, 0.26934873181230884]",,,,,
48
+ opt4_ubits2_wbits4,opt4_mint_membrane_quant.py,598d76c727a2deea,9,2,--u-bits 2 --w-bits 4,most aggressive,2,False,32,16,100,47,1.923202458810629,0.4851301115241636,1.5016556797605571,0.3712121212121212,0.5303030303030303,703300.2251131221,2.152819871902466,101.5,2026-08-21T21:32:49.259685+00:00,0.17393063797670252,0.15627609368632822,0.25155078838853273,0.30898930745966297,0.2743570839657503,0.233021,"[0.17393063797670252, 0.15627609368632822, 0.25155078838853273, 0.30898930745966297, 0.2743570839657503]",1,113.27,0.06774,96.5,6634.0
49
+ opt4_ubits2_wbits4,opt4_mint_membrane_quant.py,598d76c727a2deea,9,2,--u-bits 2 --w-bits 4,most aggressive,2,False,32,16,100,48,1.8326296584756845,0.5092936802973977,2.287248727047082,0.32954545454545453,0.5303030303030303,692086.0175339367,2.1625983715057373,103.6,2026-08-21T21:32:51.447391+00:00,0.1744213928194607,0.14556672467904933,0.2500280799234615,0.30766157017034645,0.26919422780766206,0.229374,"[0.1744213928194607, 0.14556672467904933, 0.2500280799234615, 0.30766157017034645, 0.26919422780766206]",,,,,
50
+ opt4_ubits2_wbits4,opt4_mint_membrane_quant.py,598d76c727a2deea,9,2,--u-bits 2 --w-bits 4,most aggressive,2,False,32,16,100,49,1.9083794882749536,0.47769516728624534,2.6131551843700986,0.2689393939393939,0.5303030303030303,669947.8117929865,2.164543390274048,105.8,2026-08-21T21:32:53.641440+00:00,0.1656660490176257,0.1401145563406103,0.2540149890324649,0.3066312022068921,0.2673409581184387,0.226754,"[0.1656660490176257, 0.1401145563406103, 0.2540149890324649, 0.3066312022068921, 0.2673409581184387]",,,,,
51
+ opt4_ubits2_wbits4,opt4_mint_membrane_quant.py,598d76c727a2deea,9,2,--u-bits 2 --w-bits 4,most aggressive,2,False,32,16,100,50,1.9491092768743579,0.44609665427509293,2.6740754156401665,0.3712121212121212,0.5303030303030303,688090.8409219456,2.1629905700683594,107.9,2026-08-21T21:32:55.829704+00:00,0.17066029766026666,0.14399893844828887,0.2599008907290066,0.3104182551888859,0.26910797462743874,0.230817,"[0.17066029766026666, 0.14399893844828887, 0.2599008907290066, 0.3104182551888859, 0.26910797462743874]",1,137.79,0.08279,95.5,6634.0
52
+ opt4_ubits2_wbits4,opt4_mint_membrane_quant.py,598d76c727a2deea,9,2,--u-bits 2 --w-bits 4,most aggressive,2,False,32,16,100,51,1.8647811634389884,0.4851301115241636,3.237796552253492,0.29924242424242425,0.5303030303030303,694729.5387443439,2.155189275741577,110.1,2026-08-21T21:32:58.009720+00:00,0.16945980576907888,0.151680844671586,0.2627141388023601,0.3074300411869498,0.27175732570536,0.232608,"[0.16945980576907888, 0.151680844671586, 0.2627141388023601, 0.3074300411869498, 0.27175732570536]",,,,,
53
+ opt4_ubits2_wbits4,opt4_mint_membrane_quant.py,598d76c727a2deea,9,2,--u-bits 2 --w-bits 4,most aggressive,2,False,32,16,100,52,2.0084774396676557,0.47026022304832715,2.3216981815569326,0.17045454545454544,0.5303030303030303,691905.6067590498,2.164977788925171,112.3,2026-08-21T21:33:00.199076+00:00,0.1699939413982279,0.15083771155161016,0.25731730987043944,0.30557895057341633,0.2728523506837733,0.231316,"[0.1699939413982279, 0.15083771155161016, 0.25731730987043944, 0.30557895057341633, 0.2728523506837733]",1,142.32,0.08559,95.5,6634.0
54
+ opt4_ubits2_wbits4,opt4_mint_membrane_quant.py,598d76c727a2deea,9,2,--u-bits 2 --w-bits 4,most aggressive,2,False,32,16,100,53,1.9833802902122413,0.44423791821561337,1.914146004301129,0.4015151515151515,0.5303030303030303,697133.5722567873,2.1685290336608887,114.4,2026-08-21T21:33:02.394332+00:00,0.1706608656574698,0.14973325852085562,0.26659520934609804,0.30660957974546094,0.27143920344464917,0.233008,"[0.1706608656574698, 0.14973325852085562, 0.26659520934609804, 0.30660957974546094, 0.27143920344464917]",,,,,
55
+ opt4_ubits2_wbits4,opt4_mint_membrane_quant.py,598d76c727a2deea,9,2,--u-bits 2 --w-bits 4,most aggressive,2,False,32,16,100,54,1.8349491690171253,0.5130111524163569,1.9310742291537197,0.44696969696969696,0.5303030303030303,685109.7074377828,2.1608657836914062,116.6,2026-08-21T21:33:04.580276+00:00,0.16362777439986959,0.151332429226707,0.26972003894693714,0.30255476341528054,0.2647691456710591,0.230401,"[0.16362777439986959, 0.151332429226707, 0.26972003894693714, 0.30255476341528054, 0.2647691456710591]",1,121.94,0.07319,95.0,6634.0
56
+ opt4_ubits2_wbits4,opt4_mint_membrane_quant.py,598d76c727a2deea,9,2,--u-bits 2 --w-bits 4,most aggressive,2,False,32,16,100,55,1.9111033607149657,0.49070631970260226,2.635269071116592,0.2840909090909091,0.5303030303030303,708239.1913178733,2.1581969261169434,118.8,2026-08-21T21:33:06.762700+00:00,0.17060043005382314,0.15853157201234033,0.2712421276990105,0.30400358578738046,0.2609873641939724,0.233073,"[0.17060043005382314, 0.15853157201234033, 0.2712421276990105, 0.30400358578738046, 0.2609873641939724]",,,,,
57
+ opt4_ubits2_wbits4,opt4_mint_membrane_quant.py,598d76c727a2deea,9,2,--u-bits 2 --w-bits 4,most aggressive,2,False,32,16,100,56,1.8310731498725352,0.4944237918215613,1.5129790956323796,0.49242424242424243,0.5303030303030303,709079.033229638,2.1562938690185547,120.9,2026-08-21T21:33:08.946012+00:00,0.17046378903529225,0.1590128225438735,0.27239855598000917,0.30398057664141936,0.26339858069139366,0.233851,"[0.17046378903529225, 0.1590128225438735, 0.27239855598000917, 0.30398057664141936, 0.26339858069139366]",,,,,
58
+ opt4_ubits2_wbits4,opt4_mint_membrane_quant.py,598d76c727a2deea,9,2,--u-bits 2 --w-bits 4,most aggressive,2,False,32,16,100,57,1.8133493604270057,0.5037174721189591,1.682022882230354,0.39015151515151514,0.5303030303030303,704060.5345022625,2.161498785018921,123.1,2026-08-21T21:33:11.135083+00:00,0.16770017497679768,0.15802323818206787,0.27570516747586865,0.3047453498139101,0.26090149143162894,0.233415,"[0.16770017497679768, 0.15802323818206787, 0.27570516747586865, 0.3047453498139101, 0.26090149143162894]",1,132.96,0.07983,95.0,6634.0
59
+ opt4_ubits2_wbits4,opt4_mint_membrane_quant.py,598d76c727a2deea,9,2,--u-bits 2 --w-bits 4,most aggressive,2,False,32,16,100,58,1.87994546473691,0.45353159851301117,2.174809318600279,0.24621212121212122,0.5303030303030303,722991.3441742081,2.1683616638183594,125.2,2026-08-21T21:33:13.331223+00:00,0.17448198620010824,0.16051716664258173,0.27930915005066814,0.3064836982418509,0.25822243445059834,0.235803,"[0.17448198620010824, 0.16051716664258173, 0.27930915005066814, 0.3064836982418509, 0.25822243445059834]",,,,,
60
+ opt4_ubits2_wbits4,opt4_mint_membrane_quant.py,598d76c727a2deea,9,2,--u-bits 2 --w-bits 4,most aggressive,2,False,32,16,100,59,1.9185884069776002,0.5074349442379182,2.7868205417286265,0.19318181818181818,0.5303030303030303,742384.7211538461,2.1533963680267334,127.4,2026-08-21T21:33:15.511230+00:00,0.1806274389519411,0.16635004913105683,0.280245304107666,0.3057246786706588,0.2581049028564902,0.23821,"[0.1806274389519411, 0.16635004913105683, 0.280245304107666, 0.3057246786706588, 0.2581049028564902]",1,143.59,0.08589,96.5,6634.0
61
+ opt4_ubits2_wbits4,opt4_mint_membrane_quant.py,598d76c727a2deea,9,2,--u-bits 2 --w-bits 4,most aggressive,2,False,32,16,100,60,1.902202785679842,0.5092936802973977,1.8079452081160112,0.42803030303030304,0.5303030303030303,758761.1619061086,2.154932737350464,129.5,2026-08-21T21:33:17.691926+00:00,0.1863525702672846,0.17090594242600834,0.2806306498892167,0.30114099383354187,0.25683899311458364,0.239174,"[0.1863525702672846, 0.17090594242600834, 0.2806306498892167, 0.30114099383354187, 0.25683899311458364]",,,,,
62
+ opt4_ubits2_wbits4,opt4_mint_membrane_quant.py,598d76c727a2deea,9,2,--u-bits 2 --w-bits 4,most aggressive,2,False,32,16,100,61,1.9025951202917277,0.4795539033457249,1.4977787949822166,0.5340909090909091,0.5340909090909091,769813.7972285068,2.1602742671966553,131.7,2026-08-21T21:33:19.876706+00:00,0.18795154988765717,0.17657617786351373,0.28281281099599953,0.30537860533770395,0.2632782704689923,0.243199,"[0.18795154988765717, 0.17657617786351373, 0.28281281099599953, 0.30537860533770395, 0.2632782704689923]",1,132.08,0.07926,95.5,6634.0
63
+ opt4_ubits2_wbits4,opt4_mint_membrane_quant.py,598d76c727a2deea,9,2,--u-bits 2 --w-bits 4,most aggressive,2,False,32,16,100,62,1.8071708355694456,0.5204460966542751,1.5333059881672715,0.4431818181818182,0.5340909090909091,776694.1107183257,2.16890811920166,133.9,2026-08-21T21:33:22.078191+00:00,0.19065532000625834,0.17787320210653193,0.28227418836425333,0.3064810177859138,0.26177005031529593,0.243811,"[0.19065532000625834, 0.17787320210653193, 0.28227418836425333, 0.3064810177859138, 0.26177005031529593]",,,,,
64
+ opt4_ubits2_wbits4,opt4_mint_membrane_quant.py,598d76c727a2deea,9,2,--u-bits 2 --w-bits 4,most aggressive,2,False,32,16,100,63,1.8600366159885788,0.533457249070632,1.9194555716081099,0.36363636363636365,0.5340909090909091,774539.9577205882,2.1545417308807373,136.0,2026-08-21T21:33:24.259219+00:00,0.19063899972859552,0.17401287529398413,0.28583814817316394,0.3068860103102291,0.26242265718824725,0.24396,"[0.19063899972859552, 0.17401287529398413, 0.28583814817316394, 0.3068860103102291, 0.26242265718824725]",1,129.81,0.07769,89.5,6634.0
65
+ opt4_ubits2_wbits4,opt4_mint_membrane_quant.py,598d76c727a2deea,9,2,--u-bits 2 --w-bits 4,most aggressive,2,False,32,16,100,64,1.8226330196104086,0.5148698884758365,1.4225260344418613,0.6022727272727273,0.6022727272727273,800728.2501414027,2.1567187309265137,138.2,2026-08-21T21:33:26.440550+00:00,0.1971127574934679,0.18076166948851416,0.2948975194902981,0.3127680929268108,0.2643592112204608,0.24998,"[0.1971127574934679, 0.18076166948851416, 0.2948975194902981, 0.3127680929268108, 0.2643592112204608]",,,,,
66
+ opt4_ubits2_wbits4,opt4_mint_membrane_quant.py,598d76c727a2deea,9,2,--u-bits 2 --w-bits 4,most aggressive,2,False,32,16,100,65,1.770493372665462,0.5297397769516728,1.737558769457268,0.42803030303030304,0.6022727272727273,782073.7406674208,2.1515581607818604,140.3,2026-08-21T21:33:28.621735+00:00,0.19176826669889338,0.17574728148825028,0.29177575076327605,0.30918292438282685,0.2544245667317334,0.24458,"[0.19176826669889338, 0.17574728148825028, 0.29177575076327605, 0.30918292438282685, 0.2544245667317334]",,,,,
67
+ opt4_ubits2_wbits4,opt4_mint_membrane_quant.py,598d76c727a2deea,9,2,--u-bits 2 --w-bits 4,most aggressive,2,False,32,16,100,66,1.8549326848806502,0.5037174721189591,1.6945334925796047,0.48863636363636365,0.6022727272727273,791724.927036199,2.1519806385040283,142.5,2026-08-21T21:33:30.799409+00:00,0.19502761609414043,0.17841466998352723,0.29153019540450154,0.30999912409221425,0.25956662262187286,0.246908,"[0.19502761609414043, 0.17841466998352723, 0.29153019540450154, 0.30999912409221425, 0.25956662262187286]",1,136.6,0.08166,95.0,6634.0
68
+ opt4_ubits2_wbits4,opt4_mint_membrane_quant.py,598d76c727a2deea,9,2,--u-bits 2 --w-bits 4,most aggressive,2,False,32,16,100,67,1.8060046935170113,0.5241635687732342,2.3085337046420937,0.22727272727272727,0.6022727272727273,797360.308540724,2.1636829376220703,144.7,2026-08-21T21:33:32.988525+00:00,0.19536536406068242,0.1816705552970662,0.2949684279806474,0.30771202024291544,0.26086686463917,0.248117,"[0.19536536406068242, 0.1816705552970662, 0.2949684279806474, 0.30771202024291544, 0.26086686463917]",,,,,
69
+ opt4_ubits2_wbits4,opt4_mint_membrane_quant.py,598d76c727a2deea,9,2,--u-bits 2 --w-bits 4,most aggressive,2,False,32,16,100,68,1.8692357207762706,0.5055762081784386,1.546187805406975,0.5454545454545454,0.6022727272727273,805038.8379524887,2.1537396907806396,146.8,2026-08-21T21:33:35.170167+00:00,0.19822175976108103,0.1836594869108761,0.29436013102531433,0.3074348814347211,0.25564519973362193,0.247864,"[0.19822175976108103, 0.1836594869108761, 0.29436013102531433, 0.3074348814347211, 0.25564519973362193]",1,127.85,0.07649,95.5,6634.0
70
+ opt4_ubits2_wbits4,opt4_mint_membrane_quant.py,598d76c727a2deea,9,2,--u-bits 2 --w-bits 4,most aggressive,2,False,32,16,100,69,1.7821579466965118,0.5148698884758365,1.655524123798717,0.49242424242424243,0.6022727272727273,816189.1544117647,2.1473605632781982,149.0,2026-08-21T21:33:37.344290+00:00,0.20194548894377315,0.18535394615986767,0.29695741919910207,0.3082274128408993,0.26767385531874266,0.252032,"[0.20194548894377315, 0.18535394615986767, 0.29695741919910207, 0.3082274128408993, 0.26767385531874266]",,,,,
71
+ opt4_ubits2_wbits4,opt4_mint_membrane_quant.py,598d76c727a2deea,9,2,--u-bits 2 --w-bits 4,most aggressive,2,False,32,16,100,70,1.829357954649234,0.5241635687732342,1.615208539095792,0.5795454545454546,0.6022727272727273,821849.6323529412,2.1507365703582764,151.1,2026-08-21T21:33:39.521142+00:00,0.20447707263862386,0.18687504091683557,0.2946721806245692,0.30856509243740754,0.2569878180237377,0.250315,"[0.20447707263862386, 0.18687504091683557, 0.2946721806245692, 0.30856509243740754, 0.2569878180237377]",1,133.61,0.07982,89.5,6634.0
72
+ opt4_ubits2_wbits4,opt4_mint_membrane_quant.py,598d76c727a2deea,9,2,--u-bits 2 --w-bits 4,most aggressive,2,False,32,16,100,71,1.742399619857618,0.5594795539033457,1.8091232415401575,0.4583333333333333,0.6022727272727273,835869.4833144797,2.1530892848968506,153.3,2026-08-21T21:33:41.701286+00:00,0.20961499477134032,0.18974925928256092,0.2948852093780742,0.3094146654886358,0.25785069956498985,0.252303,"[0.20961499477134032, 0.18974925928256092, 0.2948852093780742, 0.3094146654886358, 0.25785069956498985]",,,,,
73
+ opt4_ubits2_wbits4,opt4_mint_membrane_quant.py,598d76c727a2deea,9,2,--u-bits 2 --w-bits 4,most aggressive,2,False,32,16,100,72,1.72720092202651,0.5631970260223048,1.650601574868867,0.4962121212121212,0.6022727272727273,843859.976668552,2.166059970855713,155.4,2026-08-21T21:33:43.892305+00:00,0.21275670388165643,0.19048560366911046,0.2957210891387042,0.31105710653697743,0.254555163138053,0.252915,"[0.21275670388165643, 0.19048560366911046, 0.2957210891387042, 0.31105710653697743, 0.254555163138053]",,,,,
74
+ opt4_ubits2_wbits4,opt4_mint_membrane_quant.py,598d76c727a2deea,9,2,--u-bits 2 --w-bits 4,most aggressive,2,False,32,16,100,73,1.7033370551566651,0.5687732342007435,1.4238650437557336,0.5151515151515151,0.6022727272727273,849811.7794117647,2.1537632942199707,157.6,2026-08-21T21:33:46.070542+00:00,0.21492431444280288,0.19216042143457077,0.2948383233126472,0.3117033400956322,0.2579890805132249,0.254323,"[0.21492431444280288, 0.19216042143457077, 0.2948383233126472, 0.3117033400956322, 0.2579890805132249]",1,122.73,0.07343,95.5,6634.0
75
+ opt4_ubits2_wbits4,opt4_mint_membrane_quant.py,598d76c727a2deea,9,2,--u-bits 2 --w-bits 4,most aggressive,2,False,32,16,100,74,1.7024177370461389,0.5427509293680297,1.2736441980708728,0.48484848484848486,0.6022727272727273,854409.8419117647,2.153559446334839,159.7,2026-08-21T21:33:48.250226+00:00,0.21807458821464987,0.1921405976309496,0.2915821916916791,0.3095203234868891,0.2591145722305073,0.254086,"[0.21807458821464987, 0.1921405976309496, 0.2915821916916791, 0.3095203234868891, 0.2591145722305073]",,,,,
76
+ opt4_ubits2_wbits4,opt4_mint_membrane_quant.py,598d76c727a2deea,9,2,--u-bits 2 --w-bits 4,most aggressive,2,False,32,16,100,75,1.7205734722676331,0.5594795539033457,1.3144360997460105,0.48484848484848486,0.6022727272727273,861694.9034219456,2.1530168056488037,161.9,2026-08-21T21:33:50.428685+00:00,0.22141764006193945,0.19238273185842178,0.29138156070428733,0.31019241669598746,0.26379893457188325,0.255835,"[0.22141764006193945, 0.19238273185842178, 0.29138156070428733, 0.31019241669598746, 0.26379893457188325]",1,132.23,0.07908,95.5,6634.0
77
+ opt4_ubits2_wbits4,opt4_mint_membrane_quant.py,598d76c727a2deea,9,2,--u-bits 2 --w-bits 4,most aggressive,2,False,32,16,100,76,1.6505933977857399,0.5762081784386617,1.480875672716083,0.5340909090909091,0.6022727272727273,863682.7026300905,2.1615078449249268,164.0,2026-08-21T21:33:52.614560+00:00,0.22377106459701762,0.19007781673880184,0.29033999583300424,0.31056229682529674,0.25945905201575337,0.254842,"[0.22377106459701762, 0.19007781673880184, 0.29033999583300424, 0.31056229682529674, 0.25945905201575337]",,,,,
78
+ opt4_ubits2_wbits4,opt4_mint_membrane_quant.py,598d76c727a2deea,9,2,--u-bits 2 --w-bits 4,most aggressive,2,False,32,16,100,77,1.721632145594487,0.5631970260223048,1.7168925603230794,0.4659090909090909,0.6022727272727273,861900.2549490951,2.15521502494812,166.2,2026-08-21T21:33:54.796556+00:00,0.22356598955743454,0.18978487656396978,0.28874128706314983,0.30941253374604616,0.252562717479818,0.252813,"[0.22356598955743454, 0.18978487656396978, 0.28874128706314983, 0.30941253374604616, 0.252562717479818]",1,121.92,0.07299,90.5,6634.0
79
+ opt4_ubits2_wbits4,opt4_mint_membrane_quant.py,598d76c727a2deea,9,2,--u-bits 2 --w-bits 4,most aggressive,2,False,32,16,100,78,1.7453461619557944,0.5539033457249071,1.926250493887699,0.4393939393939394,0.6022727272727273,867596.2130938914,2.1591787338256836,168.4,2026-08-21T21:33:56.981692+00:00,0.2244689867776983,0.1919766524258782,0.2914464841870701,0.3093699812889099,0.2639829200856826,0.256249,"[0.2244689867776983, 0.1919766524258782, 0.2914464841870701, 0.3093699812889099, 0.2639829200856826]",,,,,
80
+ opt4_ubits2_wbits4,opt4_mint_membrane_quant.py,598d76c727a2deea,9,2,--u-bits 2 --w-bits 4,most aggressive,2,False,32,16,100,79,1.6535032393763942,0.5910780669144982,1.694274533878673,0.4053030303030303,0.6022727272727273,867480.6838235294,2.152771234512329,170.5,2026-08-21T21:33:59.160288+00:00,0.22514829740804784,0.19301429741522846,0.2867818544892704,0.3086747316753163,0.25252624469644885,0.253229,"[0.22514829740804784, 0.19301429741522846, 0.2867818544892704, 0.3086747316753163, 0.25252624469644885]",,,,,
81
+ opt4_ubits2_wbits4,opt4_mint_membrane_quant.py,598d76c727a2deea,9,2,--u-bits 2 --w-bits 4,most aggressive,2,False,32,16,100,80,1.6588618179236203,0.5799256505576208,1.3658383000980725,0.5795454545454546,0.6022727272727273,865312.5465214932,2.15533185005188,172.7,2026-08-21T21:34:01.341084+00:00,0.22647853458628936,0.18908827795701869,0.2849871674004723,0.309404581785202,0.2533351165406844,0.252659,"[0.22647853458628936, 0.18908827795701869, 0.2849871674004723, 0.309404581785202, 0.2533351165406844]",1,139.83,0.08372,95.5,6634.0
82
+ opt4_ubits2_wbits4,opt4_mint_membrane_quant.py,598d76c727a2deea,9,2,--u-bits 2 --w-bits 4,most aggressive,2,False,32,16,100,81,1.726565594566799,0.5855018587360595,1.432158022215872,0.571969696969697,0.6022727272727273,873570.6624717194,2.153912305831909,174.8,2026-08-21T21:34:03.520433+00:00,0.22883268314249375,0.19164569675922394,0.2864597474827486,0.30764949321746826,0.26532911114832936,0.255983,"[0.22883268314249375, 0.19164569675922394, 0.2864597474827486, 0.30764949321746826, 0.26532911114832936]",,,,,
83
+ opt4_ubits2_wbits4,opt4_mint_membrane_quant.py,598d76c727a2deea,9,2,--u-bits 2 --w-bits 4,most aggressive,2,False,32,16,100,82,1.6602807966749908,0.5947955390334573,1.7906963247241396,0.4356060606060606,0.6022727272727273,872143.2590497738,2.1624341011047363,177.0,2026-08-21T21:34:05.711914+00:00,0.22892034930341384,0.19112695315304926,0.28462448190240297,0.30749794139581565,0.2550182430183186,0.253438,"[0.22892034930341384, 0.19112695315304926, 0.28462448190240297, 0.30749794139581565, 0.2550182430183186]",1,125.91,0.07563,95.5,6634.0
84
+ opt4_ubits2_wbits4,opt4_mint_membrane_quant.py,598d76c727a2deea,9,2,--u-bits 2 --w-bits 4,most aggressive,2,False,32,16,100,83,1.694401955959079,0.5631970260223048,1.8823479594606343,0.3977272727272727,0.6022727272727273,880842.8376696833,2.1598594188690186,179.1,2026-08-21T21:34:07.903379+00:00,0.2307490636320675,0.1949436191250296,0.28578586788738475,0.30931449813001294,0.25655946749098163,0.255471,"[0.2307490636320675, 0.1949436191250296, 0.28578586788738475, 0.30931449813001294, 0.25655946749098163]",,,,,
85
+ opt4_ubits2_wbits4,opt4_mint_membrane_quant.py,598d76c727a2deea,9,2,--u-bits 2 --w-bits 4,most aggressive,2,False,32,16,100,84,1.6660845111293863,0.587360594795539,1.7258443904645515,0.4696969696969697,0.6022727272727273,874893.9790723983,2.1659977436065674,181.3,2026-08-21T21:34:10.096856+00:00,0.2292387257604038,0.19242834080668056,0.28523488430415883,0.31067459548220916,0.2525084316730499,0.254017,"[0.2292387257604038, 0.19242834080668056, 0.28523488430415883, 0.31067459548220916, 0.2525084316730499]",1,149.49,0.08994,98.5,6634.0
86
+ opt4_ubits2_wbits4,opt4_mint_membrane_quant.py,598d76c727a2deea,9,2,--u-bits 2 --w-bits 4,most aggressive,2,False,32,16,100,85,1.6579648836837826,0.5817843866171004,1.3459961450461186,0.5681818181818182,0.6022727272727273,880342.0888009049,2.1623990535736084,183.5,2026-08-21T21:34:12.285380+00:00,0.23168298076180852,0.19251787399544434,0.28622739630586963,0.3080632879453547,0.25890988988034863,0.25548,"[0.23168298076180852, 0.19251787399544434, 0.28622739630586963, 0.3080632879453547, 0.25890988988034863]",,,,,
87
+ opt4_ubits2_wbits4,opt4_mint_membrane_quant.py,598d76c727a2deea,9,2,--u-bits 2 --w-bits 4,most aggressive,2,False,32,16,100,86,1.6761662490305846,0.5799256505576208,1.818953174533266,0.4015151515151515,0.6022727272727273,879920.2678167421,2.1718223094940186,185.6,2026-08-21T21:34:14.491547+00:00,0.23128659935558543,0.19373375352691202,0.28468044189845815,0.3077762565192054,0.25690582745215473,0.254877,"[0.23128659935558543, 0.19373375352691202, 0.28468044189845815, 0.3077762565192054, 0.25690582745215473]",,,,,
88
+ opt4_ubits2_wbits4,opt4_mint_membrane_quant.py,598d76c727a2deea,9,2,--u-bits 2 --w-bits 4,most aggressive,2,False,32,16,100,87,1.5890811234158655,0.6096654275092936,1.2639055541067412,0.625,0.625,881167.126979638,2.1572797298431396,187.8,2026-08-21T21:34:16.674220+00:00,0.2317896529155619,0.1942426571074654,0.2836966935326071,0.3092649666702046,0.254098141894621,0.254618,"[0.2317896529155619, 0.1942426571074654, 0.2836966935326071, 0.3092649666702046, 0.254098141894621]",1,138.29,0.08287,95.0,6634.0
89
+ opt4_ubits2_wbits4,opt4_mint_membrane_quant.py,598d76c727a2deea,9,2,--u-bits 2 --w-bits 4,most aggressive,2,False,32,16,100,88,1.6843802193283592,0.5799256505576208,1.2633430307561702,0.5833333333333334,0.625,879358.8123585973,2.1567840576171875,190.0,2026-08-21T21:34:18.864502+00:00,0.23223887734553395,0.1923184780513539,0.2820991891271928,0.31022989925216227,0.25161125204142404,0.2537,"[0.23223887734553395, 0.1923184780513539, 0.2820991891271928, 0.31022989925216227, 0.25161125204142404]",,,,,
90
+ opt4_ubits2_wbits4,opt4_mint_membrane_quant.py,598d76c727a2deea,9,2,--u-bits 2 --w-bits 4,most aggressive,2,False,32,16,100,89,1.6470303154346224,0.5724907063197026,1.1916675531502925,0.6515151515151515,0.6515151515151515,880286.6251414027,2.1616103649139404,192.1,2026-08-21T21:34:21.053043+00:00,0.23294047134764054,0.1912922771538005,0.2836412962745218,0.30806297589750853,0.25272927038809834,0.253733,"[0.23294047134764054, 0.1912922771538005, 0.2836412962745218, 0.30806297589750853, 0.25272927038809834]",1,134.84,0.08096,95.5,6634.0
91
+ opt4_ubits2_wbits4,opt4_mint_membrane_quant.py,598d76c727a2deea,9,2,--u-bits 2 --w-bits 4,most aggressive,2,False,32,16,100,90,1.5890514708806147,0.6115241635687733,1.8789265155792236,0.4015151515151515,0.6515151515151515,880101.24010181,2.1599228382110596,194.3,2026-08-21T21:34:23.243328+00:00,0.23270589288543253,0.19178377091884613,0.282828490523731,0.3099425908397226,0.24890393982915318,0.253233,"[0.23270589288543253, 0.19178377091884613, 0.282828490523731, 0.3099425908397226, 0.24890393982915318]",,,,,
92
+ opt4_ubits2_wbits4,opt4_mint_membrane_quant.py,598d76c727a2deea,9,2,--u-bits 2 --w-bits 4,most aggressive,2,False,32,16,100,91,1.670301501192568,0.5631970260223048,1.7151291298143791,0.45075757575757575,0.6515151515151515,878868.520786199,2.1611528396606445,196.4,2026-08-21T21:34:25.429747+00:00,0.23267601255108328,0.18987028213108287,0.2850595747723299,0.30703457839348736,0.25513147606569175,0.253954,"[0.23267601255108328, 0.18987028213108287, 0.2850595747723299, 0.30703457839348736, 0.25513147606569175]",1,113.81,0.06832,95.0,6634.0
93
+ opt4_ubits2_wbits4,opt4_mint_membrane_quant.py,598d76c727a2deea,9,2,--u-bits 2 --w-bits 4,most aggressive,2,False,32,16,100,92,1.649836213172147,0.5817843866171004,1.213839185960365,0.6098484848484849,0.6515151515151515,878320.773331448,2.1522834300994873,198.6,2026-08-21T21:34:27.608911+00:00,0.23170297549051397,0.19239186101100025,0.2823258690974292,0.30916520953178406,0.2552508887122659,0.254167,"[0.23170297549051397, 0.19239186101100025, 0.2823258690974292, 0.30916520953178406, 0.2552508887122659]",,,,,
94
+ opt4_ubits2_wbits4,opt4_mint_membrane_quant.py,598d76c727a2deea,9,2,--u-bits 2 --w-bits 4,most aggressive,2,False,32,16,100,93,1.6199022252320356,0.6003717472118959,1.3399517463915276,0.5946969696969697,0.6515151515151515,877981.5265837103,2.1554179191589355,200.7,2026-08-21T21:34:29.790699+00:00,0.23228025699363036,0.19096459273029776,0.2824992309598362,0.30809462596388426,0.25482716367525216,0.253733,"[0.23228025699363036, 0.19096459273029776, 0.2824992309598362, 0.30809462596388426, 0.25482716367525216]",,,,,
95
+ opt4_ubits2_wbits4,opt4_mint_membrane_quant.py,598d76c727a2deea,9,2,--u-bits 2 --w-bits 4,most aggressive,2,False,32,16,100,94,1.6173154651897104,0.604089219330855,1.6305430296695593,0.49242424242424243,0.6515151515151515,877191.2282239819,2.1636223793029785,202.9,2026-08-21T21:34:31.979449+00:00,0.23197047763011036,0.19044244114090414,0.2830112944631016,0.3092695299316855,0.25275493719998526,0.25349,"[0.23197047763011036, 0.19044244114090414, 0.2830112944631016, 0.3092695299316855, 0.25275493719998526]",1,128.6,0.07729,95.5,6634.0
96
+ opt4_ubits2_wbits4,opt4_mint_membrane_quant.py,598d76c727a2deea,9,2,--u-bits 2 --w-bits 4,most aggressive,2,False,32,16,100,95,1.6694761505800553,0.5855018587360595,1.3358444156068745,0.5871212121212122,0.6515151515151515,883796.1732183257,2.1595780849456787,205.1,2026-08-21T21:34:34.163947+00:00,0.23382270949728348,0.19356750214801116,0.28202151375658374,0.308810293674469,0.255614095750977,0.254767,"[0.23382270949728348, 0.19356750214801116, 0.28202151375658374, 0.308810293674469, 0.255614095750977]",,,,,
97
+ opt4_ubits2_wbits4,opt4_mint_membrane_quant.py,598d76c727a2deea,9,2,--u-bits 2 --w-bits 4,most aggressive,2,False,32,16,100,96,1.6346639629633453,0.5762081784386617,1.1479068705529878,0.6439393939393939,0.6515151515151515,877445.3400735294,2.1576309204101562,207.2,2026-08-21T21:34:36.346173+00:00,0.2322500444510404,0.1909683337982963,0.281370576690225,0.30914899706840515,0.25185444425134096,0.253118,"[0.2322500444510404, 0.1909683337982963, 0.281370576690225, 0.30914899706840515, 0.25185444425134096]",1,131.05,0.07854,96.0,6634.0
98
+ opt4_ubits2_wbits4,opt4_mint_membrane_quant.py,598d76c727a2deea,9,2,--u-bits 2 --w-bits 4,most aggressive,2,False,32,16,100,97,1.6071288488168256,0.604089219330855,1.481099034800674,0.5454545454545454,0.6515151515151515,875528.4827488689,2.1540205478668213,209.4,2026-08-21T21:34:38.526372+00:00,0.2319650632493636,0.18941807834541097,0.28179188335643096,0.30984577887198506,0.25120119838153615,0.252844,"[0.2319650632493636, 0.18941807834541097, 0.28179188335643096, 0.30984577887198506, 0.25120119838153615]",,,,,
99
+ opt4_ubits2_wbits4,opt4_mint_membrane_quant.py,598d76c727a2deea,9,2,--u-bits 2 --w-bits 4,most aggressive,2,False,32,16,100,98,1.5915972867419728,0.6078066914498141,1.6222153287945371,0.5340909090909091,0.6515151515151515,881703.043127828,2.158961057662964,211.5,2026-08-21T21:34:40.711086+00:00,0.23287260181763592,0.19327880091526928,0.28235230375738707,0.3091161005637225,0.25439969318754535,0.254404,"[0.23287260181763592, 0.19327880091526928, 0.28235230375738707, 0.3091161005637225, 0.25439969318754535]",1,113.98,0.06836,96.0,6634.0
100
+ opt4_ubits2_wbits4,opt4_mint_membrane_quant.py,598d76c727a2deea,9,2,--u-bits 2 --w-bits 4,most aggressive,2,False,32,16,100,99,1.6062101418200923,0.5892193308550185,1.1866215919003342,0.6212121212121212,0.6515151515151515,879039.760463801,2.1675708293914795,213.7,2026-08-21T21:34:42.904983+00:00,0.23218765241258285,0.19202088082537933,0.2822234472807716,0.31048548046280355,0.251925024916144,0.253768,"[0.23218765241258285, 0.19202088082537933, 0.2822234472807716, 0.31048548046280355, 0.251925024916144]",,,,,
101
+ opt4_ubits2_wbits4,opt4_mint_membrane_quant.py,598d76c727a2deea,9,2,--u-bits 2 --w-bits 4,most aggressive,2,False,32,16,100,100,1.7274061374947927,0.5446096654275093,1.3732953216090347,0.5757575757575758,0.6515151515151515,881858.6271210407,2.170591354370117,215.9,2026-08-21T21:34:45.100522+00:00,0.23332714333253748,0.19284969392944784,0.28159695863723755,0.30965263527982373,0.25148719724486857,0.253783,"[0.23332714333253748, 0.19284969392944784, 0.28159695863723755, 0.30965263527982373, 0.25148719724486857]",1,109.78,0.06619,43.5,6616.0
opt4_mint_membrane_quant/opt4_ubits2_wbits4.epochs.jsonl ADDED
@@ -0,0 +1,100 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {"epoch": 1, "train_loss": 3.990618552417117, "train_acc": 0.38661710037174724, "test_loss": 2.97899747617317, "test_acc": 0.32196969696969696, "best_acc": 0.32196969696969696, "spike_rates": [0.05546417174970403, 0.1288913540980395, 0.24957353753202102, 0.2876644187113818, 0.30111155790441174], "spikes_per_sample": 422536.879949095, "wall_time_s": 2.6207668781280518, "timestamp": "2026-08-21T21:31:09.165372+00:00"}
2
+ {"epoch": 2, "train_loss": 2.411945930644039, "train_acc": 0.3382899628252788, "test_loss": 2.01740300655365, "test_acc": 0.32196969696969696, "best_acc": 0.32196969696969696, "spike_rates": [0.05581154214108691, 0.11798093467950821, 0.2530462075682247, 0.2874441287096809, 0.3124186834868263], "spikes_per_sample": 413718.35774886876, "wall_time_s": 2.137646198272705, "timestamp": "2026-08-21T21:31:11.333184+00:00"}
3
+ {"epoch": 3, "train_loss": 2.2231254356058114, "train_acc": 0.3382899628252788, "test_loss": 2.0163269331960967, "test_acc": 0.36742424242424243, "best_acc": 0.36742424242424243, "spike_rates": [0.04879985705894582, 0.1136075801709119, 0.2428960738813176, 0.27528534741962657, 0.3082488056491403], "spikes_per_sample": 387479.05033936654, "wall_time_s": 2.1409380435943604, "timestamp": "2026-08-21T21:31:13.501154+00:00"}
4
+ {"epoch": 4, "train_loss": 2.0837033831940266, "train_acc": 0.34014869888475835, "test_loss": 1.7042941378824639, "test_acc": 0.3939393939393939, "best_acc": 0.3939393939393939, "spike_rates": [0.046017750878544414, 0.11052289429832907, 0.2417758755824145, 0.27442411464803357, 0.3135327994823456], "spikes_per_sample": 377755.3372454751, "wall_time_s": 2.1406431198120117, "timestamp": "2026-08-21T21:31:15.672721+00:00"}
5
+ {"epoch": 5, "train_loss": 1.996708524271458, "train_acc": 0.38104089219330856, "test_loss": 1.8263229131698608, "test_acc": 0.3787878787878788, "best_acc": 0.3939393939393939, "spike_rates": [0.04693306127891821, 0.12280781391788931, 0.2523264131125282, 0.27619418501853943, 0.31158145210322213], "spikes_per_sample": 398301.8800904978, "wall_time_s": 2.144680976867676, "timestamp": "2026-08-21T21:31:17.848241+00:00"}
6
+ {"epoch": 6, "train_loss": 2.0361504864958584, "train_acc": 0.379182156133829, "test_loss": 1.8259338032115588, "test_acc": 0.32196969696969696, "best_acc": 0.3939393939393939, "spike_rates": [0.05011281984693864, 0.11875616671407924, 0.25907279112759757, 0.28828265211161447, 0.30715186455670523], "spikes_per_sample": 405805.8492647059, "wall_time_s": 2.1606578826904297, "timestamp": "2026-08-21T21:31:20.042956+00:00"}
7
+ {"epoch": 7, "train_loss": 2.3705430243538217, "train_acc": 0.3104089219330855, "test_loss": 2.417237895907778, "test_acc": 0.3977272727272727, "best_acc": 0.3977272727272727, "spike_rates": [0.06539517860202228, 0.1501009586979361, 0.2791360791991739, 0.30524999429197874, 0.3132288315716912], "spikes_per_sample": 483516.8717477375, "wall_time_s": 2.1692967414855957, "timestamp": "2026-08-21T21:31:22.238100+00:00"}
8
+ {"epoch": 8, "train_loss": 2.1103033726986458, "train_acc": 0.32342007434944237, "test_loss": 1.834999351790457, "test_acc": 0.3106060606060606, "best_acc": 0.3977272727272727, "spike_rates": [0.060067434959551864, 0.13331781503032236, 0.2860510191496681, 0.3096916097051957, 0.30832648101974935], "spikes_per_sample": 458909.0360576923, "wall_time_s": 2.174644708633423, "timestamp": "2026-08-21T21:31:24.442883+00:00"}
9
+ {"epoch": 9, "train_loss": 2.085272687961621, "train_acc": 0.36617100371747213, "test_loss": 1.781265164866592, "test_acc": 0.26136363636363635, "best_acc": 0.3977272727272727, "spike_rates": [0.06195559681338422, 0.13568871161516974, 0.28629157648367043, 0.3098256009466508, 0.30471164864652295], "spikes_per_sample": 465471.5749434389, "wall_time_s": 2.1648170948028564, "timestamp": "2026-08-21T21:31:26.635730+00:00"}
10
+ {"epoch": 10, "train_loss": 2.1427171469621054, "train_acc": 0.34014869888475835, "test_loss": 2.0728103175307764, "test_acc": 0.11363636363636363, "best_acc": 0.3977272727272727, "spike_rates": [0.07791072699953527, 0.14811980811988606, 0.2869992221102995, 0.3106727968243992, 0.3077191149487215], "spikes_per_sample": 512473.9570135747, "wall_time_s": 2.173785924911499, "timestamp": "2026-08-21T21:31:28.835698+00:00"}
11
+ {"epoch": 11, "train_loss": 2.0814841210177395, "train_acc": 0.37732342007434944, "test_loss": 1.7529631853103638, "test_acc": 0.42045454545454547, "best_acc": 0.42045454545454547, "spike_rates": [0.07857042792088845, 0.1377631136599709, 0.28110309208140655, 0.3074951294590445, 0.30477410028962526], "spikes_per_sample": 499464.49717194564, "wall_time_s": 2.1661174297332764, "timestamp": "2026-08-21T21:31:31.028382+00:00"}
12
+ {"epoch": 12, "train_loss": 2.076605038128821, "train_acc": 0.38847583643122674, "test_loss": 1.4201762585928945, "test_acc": 0.4962121212121212, "best_acc": 0.4962121212121212, "spike_rates": [0.08604718569447012, 0.15128886086099289, 0.28303156880771413, 0.3079165185199064, 0.3007228392011979], "spikes_per_sample": 530360.0568438914, "wall_time_s": 2.1643075942993164, "timestamp": "2026-08-21T21:31:33.224219+00:00"}
13
+ {"epoch": 13, "train_loss": 2.021709241831613, "train_acc": 0.4144981412639405, "test_loss": 1.7606925097378818, "test_acc": 0.4621212121212121, "best_acc": 0.4962121212121212, "spike_rates": [0.08613266971181421, 0.14648324163521037, 0.28220347972477183, 0.30677663929322185, 0.29726242493180666], "spikes_per_sample": 524884.2987839367, "wall_time_s": 2.1624462604522705, "timestamp": "2026-08-21T21:31:35.420757+00:00"}
14
+ {"epoch": 14, "train_loss": 2.0639278028977404, "train_acc": 0.3847583643122677, "test_loss": 2.03868906064467, "test_acc": 0.25757575757575757, "best_acc": 0.4962121212121212, "spike_rates": [0.0867578041027574, 0.1466782347244375, 0.29581354996737314, 0.3140988314852995, 0.3001343572840971], "spikes_per_sample": 534519.2208710407, "wall_time_s": 2.1592912673950195, "timestamp": "2026-08-21T21:31:37.606288+00:00"}
15
+ {"epoch": 15, "train_loss": 1.9505996252081208, "train_acc": 0.4144981412639405, "test_loss": 1.5074265364444617, "test_acc": 0.4356060606060606, "best_acc": 0.4962121212121212, "spike_rates": [0.07835818739498362, 0.13970654852250042, 0.29879043032141295, 0.3101891138974358, 0.2986429842079387], "spikes_per_sample": 510629.2343042986, "wall_time_s": 2.163968324661255, "timestamp": "2026-08-21T21:31:39.795830+00:00"}
16
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