add run opt8_ftbc_t8_lr0.5

opt8_ftbc_threshold_balance/opt8_ftbc_t8_lr0.5.epochs.csv

@@ -0,0 +1,101 @@
+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
+opt8_ftbc_t8_lr0.5,opt8_ftbc_threshold_balance.py,bd4d430801bedca5,10,2,--calibrate-thresh --ftbc --ftbc-target-ticks 8 --ftbc-lr 0.5,,2,False,32,16,100,1,2.694734242768979,0.4312267657992565,3.8179346720377603,0.3068181818181818,0.3068181818181818,448355.902290724,2.723971128463745,2.7,2026-08-21T22:53:30.019188+00:00,0.09598592493463964,0.13442907876828136,0.15463594741681042,0.17898999768144944,0.18702649456613205,0.150213,"[0.09598592493463964, 0.13442907876828136, 0.15463594741681042, 0.17898999768144944, 0.18702649456613205]",1,121.07,0.09161,95.0,5406.0
+opt8_ftbc_t8_lr0.5,opt8_ftbc_threshold_balance.py,bd4d430801bedca5,10,2,--calibrate-thresh --ftbc --ftbc-target-ticks 8 --ftbc-lr 0.5,,2,False,32,16,100,2,1.9270487771158324,0.5204460966542751,1.53400287844918,0.5227272727272727,0.5227272727272727,468955.308540724,2.187976837158203,4.9,2026-08-21T22:53:32.239719+00:00,0.09725752779666115,0.1460716855876586,0.16503170044983134,0.18075639798360713,0.19177444629809437,0.156178,"[0.09725752779666115, 0.1460716855876586, 0.16503170044983134, 0.18075639798360713, 0.19177444629809437]",,,,,
+opt8_ftbc_t8_lr0.5,opt8_ftbc_threshold_balance.py,bd4d430801bedca5,10,2,--calibrate-thresh --ftbc --ftbc-target-ticks 8 --ftbc-lr 0.5,,2,False,32,16,100,3,1.7008362472278922,0.5539033457249071,1.9030837217966716,0.5,0.5227272727272727,468331.10704185517,2.1959609985351562,7.1,2026-08-21T22:53:34.467449+00:00,0.0991840239833383,0.14386318886981292,0.160369353259311,0.1812702592681436,0.19545452472041636,0.156028,"[0.0991840239833383, 0.14386318886981292, 0.160369353259311, 0.1812702592681436, 0.19545452472041636]",1,110.55,0.06743,99.0,5408.0
+opt8_ftbc_t8_lr0.5,opt8_ftbc_threshold_balance.py,bd4d430801bedca5,10,2,--calibrate-thresh --ftbc --ftbc-target-ticks 8 --ftbc-lr 0.5,,2,False,32,16,100,4,1.4552048387137488,0.6078066914498141,1.6205785996986157,0.5113636363636364,0.5227272727272727,464670.3150452489,2.191941738128662,9.3,2026-08-21T22:53:36.685306+00:00,0.09996519369237564,0.14001008955871358,0.15802979995222652,0.18106833976857803,0.19445497060523315,0.154706,"[0.09996519369237564, 0.14001008955871358, 0.15802979995222652, 0.18106833976857803, 0.19445497060523315]",,,,,
+opt8_ftbc_t8_lr0.5,opt8_ftbc_threshold_balance.py,bd4d430801bedca5,10,2,--calibrate-thresh --ftbc --ftbc-target-ticks 8 --ftbc-lr 0.5,,2,False,32,16,100,5,1.4513793133448492,0.587360594795539,1.0160945401047214,0.5757575757575758,0.5757575757575758,456386.0005656109,2.196453332901001,11.5,2026-08-21T22:53:38.909042+00:00,0.09891974794514038,0.13542477874194875,0.1560528558843276,0.17919121332028332,0.19432216356782353,0.152782,"[0.09891974794514038, 0.13542477874194875, 0.1560528558843276, 0.17919121332028332, 0.19432216356782353]",,,,,
+opt8_ftbc_t8_lr0.5,opt8_ftbc_threshold_balance.py,bd4d430801bedca5,10,2,--calibrate-thresh --ftbc --ftbc-target-ticks 8 --ftbc-lr 0.5,,2,False,32,16,100,6,1.3524284615392579,0.6412639405204461,1.0969856200796184,0.6287878787878788,0.6287878787878788,458873.92816742085,2.205204725265503,13.7,2026-08-21T22:53:41.145056+00:00,0.09981514951762031,0.1345138654989355,0.15889465721214519,0.18004155334304361,0.19002926524947672,0.152659,"[0.09981514951762031, 0.1345138654989355, 0.15889465721214519, 0.18004155334304361, 0.19002926524947672]",1,137.77,0.08439,95.5,5408.0
+opt8_ftbc_t8_lr0.5,opt8_ftbc_threshold_balance.py,bd4d430801bedca5,10,2,--calibrate-thresh --ftbc --ftbc-target-ticks 8 --ftbc-lr 0.5,,2,False,32,16,100,7,1.2996696428738561,0.620817843866171,0.8966933904272137,0.6477272727272727,0.6477272727272727,469978.79581447964,2.2103357315063477,15.9,2026-08-21T22:53:43.387082+00:00,0.10316946006873075,0.13665599770405712,0.1632386682664647,0.17721734678044038,0.18021334181813634,0.152099,"[0.10316946006873075, 0.13665599770405712, 0.1632386682664647, 0.17721734678044038, 0.18021334181813634]",,,,,
+opt8_ftbc_t8_lr0.5,opt8_ftbc_threshold_balance.py,bd4d430801bedca5,10,2,--calibrate-thresh --ftbc --ftbc-target-ticks 8 --ftbc-lr 0.5,,2,False,32,16,100,8,1.2637106530285236,0.620817843866171,0.9272807068897017,0.6325757575757576,0.6477272727272727,467294.5559954751,2.207948684692383,18.1,2026-08-21T22:53:45.626630+00:00,0.10300059791873484,0.13504786000532262,0.16178141008405125,0.1782649518812404,0.17782485835692463,0.151184,"[0.10300059791873484, 0.13504786000532262, 0.16178141008405125, 0.1782649518812404, 0.17782485835692463]",1,124.02,0.07606,96.0,5408.0
+opt8_ftbc_t8_lr0.5,opt8_ftbc_threshold_balance.py,bd4d430801bedca5,10,2,--calibrate-thresh --ftbc --ftbc-target-ticks 8 --ftbc-lr 0.5,,2,False,32,16,100,9,1.2418125628538734,0.6728624535315985,0.8040117910414031,0.7045454545454546,0.7045454545454546,462408.8052884615,2.2122654914855957,20.3,2026-08-21T22:53:47.866295+00:00,0.1030757304500131,0.13248817272046032,0.15850336674381704,0.17374681023990407,0.17211107997333303,0.147985,"[0.1030757304500131, 0.13248817272046032, 0.15850336674381704, 0.17374681023990407, 0.17211107997333303]",,,,,
+opt8_ftbc_t8_lr0.5,opt8_ftbc_threshold_balance.py,bd4d430801bedca5,10,2,--calibrate-thresh --ftbc --ftbc-target-ticks 8 --ftbc-lr 0.5,,2,False,32,16,100,10,1.217919027051961,0.6802973977695167,1.0166785717010498,0.6136363636363636,0.7045454545454546,451545.07734728506,2.2133841514587402,22.5,2026-08-21T22:53:50.110175+00:00,0.09834587661659017,0.1316960953614291,0.15965111728976755,0.1682912637205685,0.17183459243353674,0.145964,"[0.09834587661659017, 0.1316960953614291, 0.15965111728976755, 0.1682912637205685, 0.17183459243353674]",1,132.82,0.08166,95.0,5408.0
+opt8_ftbc_t8_lr0.5,opt8_ftbc_threshold_balance.py,bd4d430801bedca5,10,2,--calibrate-thresh --ftbc --ftbc-target-ticks 8 --ftbc-lr 0.5,,2,False,32,16,100,11,1.1719339212963573,0.6821561338289963,1.0242279650587025,0.6287878787878788,0.7045454545454546,461098.85831447964,2.2135982513427734,24.8,2026-08-21T22:53:52.348615+00:00,0.10479754866922603,0.12805548792376237,0.15819243297857397,0.17284920110422022,0.17306002448586857,0.147391,"[0.10479754866922603, 0.12805548792376237, 0.15819243297857397, 0.17284920110422022, 0.17306002448586857]",,,,,
+opt8_ftbc_t8_lr0.5,opt8_ftbc_threshold_balance.py,bd4d430801bedca5,10,2,--calibrate-thresh --ftbc --ftbc-target-ticks 8 --ftbc-lr 0.5,,2,False,32,16,100,12,1.1848432202321446,0.6840148698884758,0.8311727119214607,0.6818181818181818,0.7045454545454546,450607.658229638,2.2038865089416504,27.0,2026-08-21T22:53:54.578350+00:00,0.1012252126546467,0.12682525462964,0.15506277364843032,0.1719919618438272,0.1781319327214185,0.146647,"[0.1012252126546467, 0.12682525462964, 0.15506277364843032, 0.1719919618438272, 0.1781319327214185]",1,135.03,0.08266,90.5,5408.0
+opt8_ftbc_t8_lr0.5,opt8_ftbc_threshold_balance.py,bd4d430801bedca5,10,2,--calibrate-thresh --ftbc --ftbc-target-ticks 8 --ftbc-lr 0.5,,2,False,32,16,100,13,1.1560202119075675,0.6654275092936803,0.889539259852785,0.6742424242424242,0.7045454545454546,445583.10308257915,2.2037079334259033,29.2,2026-08-21T22:53:56.810659+00:00,0.09991257330950569,0.12686382058788748,0.15192216459442587,0.16745838172295513,0.16929707632345312,0.143091,"[0.09991257330950569, 0.12686382058788748, 0.15192216459442587, 0.16745838172295513, 0.16929707632345312]",,,,,
+opt8_ftbc_t8_lr0.5,opt8_ftbc_threshold_balance.py,bd4d430801bedca5,10,2,--calibrate-thresh --ftbc --ftbc-target-ticks 8 --ftbc-lr 0.5,,2,False,32,16,100,14,1.119602984212145,0.7118959107806692,0.8783836707924352,0.7234848484848485,0.7234848484848485,448122.3728789593,2.1944053173065186,31.4,2026-08-21T22:53:59.032858+00:00,0.10042955901692896,0.1266564130783081,0.15481472891919754,0.1685255616903305,0.17138763385660508,0.144363,"[0.10042955901692896, 0.1266564130783081, 0.15481472891919754, 0.1685255616903305, 0.17138763385660508]",1,130.52,0.07956,95.5,5408.0
+opt8_ftbc_t8_lr0.5,opt8_ftbc_threshold_balance.py,bd4d430801bedca5,10,2,--calibrate-thresh --ftbc --ftbc-target-ticks 8 --ftbc-lr 0.5,,2,False,32,16,100,15,1.1236901540295343,0.7323420074349443,0.8707838889324304,0.6590909090909091,0.7234848484848485,445633.2195984163,2.2051000595092773,33.6,2026-08-21T22:54:01.282240+00:00,0.10016276862691431,0.12522274606368122,0.15286019795081196,0.17279109183479757,0.17626173005384557,0.14546,"[0.10016276862691431, 0.12522274606368122, 0.15286019795081196, 0.17279109183479757, 0.17626173005384557]",,,,,
+opt8_ftbc_t8_lr0.5,opt8_ftbc_threshold_balance.py,bd4d430801bedca5,10,2,--calibrate-thresh --ftbc --ftbc-target-ticks 8 --ftbc-lr 0.5,,2,False,32,16,100,16,1.1119435046242072,0.7156133828996283,0.662536230954257,0.7272727272727273,0.7272727272727273,438780.4168552036,2.1957240104675293,35.8,2026-08-21T22:54:03.511958+00:00,0.09588313190376058,0.12629701547762928,0.15457619200734532,0.173704932717716,0.17301260899094975,0.144695,"[0.09588313190376058, 0.12629701547762928, 0.15457619200734532, 0.173704932717716, 0.17301260899094975]",,,,,
+opt8_ftbc_t8_lr0.5,opt8_ftbc_threshold_balance.py,bd4d430801bedca5,10,2,--calibrate-thresh --ftbc --ftbc-target-ticks 8 --ftbc-lr 0.5,,2,False,32,16,100,17,1.1025577008059477,0.7118959107806692,0.9056929927883726,0.6666666666666666,0.7272727272727273,434543.92406674207,2.1932644844055176,38.0,2026-08-21T22:54:05.735718+00:00,0.09455110614790636,0.12547514017890482,0.15442284503403833,0.1700924582341138,0.16987268100766575,0.142883,"[0.09455110614790636, 0.12547514017890482, 0.15442284503403833, 0.1700924582341138, 0.16987268100766575]",1,146.36,0.08917,95.0,5408.0
+opt8_ftbc_t8_lr0.5,opt8_ftbc_threshold_balance.py,bd4d430801bedca5,10,2,--calibrate-thresh --ftbc --ftbc-target-ticks 8 --ftbc-lr 0.5,,2,False,32,16,100,18,1.0560936205449158,0.7342007434944238,0.802558877251365,0.6931818181818182,0.7272727272727273,429181.962811086,2.1877830028533936,40.1,2026-08-21T22:54:07.949654+00:00,0.09252224336652194,0.12394542685326408,0.15388176108107848,0.1758227891781751,0.17325925213449142,0.143886,"[0.09252224336652194, 0.12394542685326408, 0.15388176108107848, 0.1758227891781751, 0.17325925213449142]",,,,,
+opt8_ftbc_t8_lr0.5,opt8_ftbc_threshold_balance.py,bd4d430801bedca5,10,2,--calibrate-thresh --ftbc --ftbc-target-ticks 8 --ftbc-lr 0.5,,2,False,32,16,100,19,1.0941340763772731,0.7174721189591078,0.8228067809885199,0.7196969696969697,0.7272727272727273,430626.14776583714,2.1851534843444824,42.3,2026-08-21T22:54:10.160581+00:00,0.09381908090675578,0.12335722499033984,0.15250284356229446,0.1763673854224822,0.17257759500952327,0.143725,"[0.09381908090675578, 0.12335722499033984, 0.15250284356229446, 0.1763673854224822, 0.17257759500952327]",1,109.96,0.06674,95.5,5408.0
+opt8_ftbc_t8_lr0.5,opt8_ftbc_threshold_balance.py,bd4d430801bedca5,10,2,--calibrate-thresh --ftbc --ftbc-target-ticks 8 --ftbc-lr 0.5,,2,False,32,16,100,20,1.024305816033516,0.7490706319702602,0.7651097846753669,0.6818181818181818,0.7272727272727273,433722.2488687783,2.1872856616973877,44.5,2026-08-21T22:54:12.374287+00:00,0.09591809221926857,0.12606873187948675,0.1457900510114782,0.17157171140698826,0.17233851201394024,0.142337,"[0.09591809221926857, 0.12606873187948675, 0.1457900510114782, 0.17157171140698826, 0.17233851201394024]",,,,,
+opt8_ftbc_t8_lr0.5,opt8_ftbc_threshold_balance.py,bd4d430801bedca5,10,2,--calibrate-thresh --ftbc --ftbc-target-ticks 8 --ftbc-lr 0.5,,2,False,32,16,100,21,1.0500526204428264,0.7472118959107806,0.7644853772539081,0.7045454545454546,0.7272727272727273,437704.97878959274,2.181703805923462,46.7,2026-08-21T22:54:14.583788+00:00,0.09955073805416331,0.12468153150642619,0.1427771904889275,0.16713366526014664,0.170024078558473,0.140833,"[0.09955073805416331, 0.12468153150642619, 0.1427771904889275, 0.16713366526014664, 0.170024078558473]",1,120.67,0.07313,95.5,5408.0
+opt8_ftbc_t8_lr0.5,opt8_ftbc_threshold_balance.py,bd4d430801bedca5,10,2,--calibrate-thresh --ftbc --ftbc-target-ticks 8 --ftbc-lr 0.5,,2,False,32,16,100,22,1.0158991636396784,0.7695167286245354,0.8425885511167122,0.7159090909090909,0.7272727272727273,436139.8795248869,2.1832785606384277,48.9,2026-08-21T22:54:16.792369+00:00,0.0992627244661836,0.123077252331902,0.1437924109837588,0.16848018853103414,0.17165728614610784,0.141254,"[0.0992627244661836, 0.123077252331902, 0.1437924109837588, 0.16848018853103414, 0.17165728614610784]",,,,,
+opt8_ftbc_t8_lr0.5,opt8_ftbc_threshold_balance.py,bd4d430801bedca5,10,2,--calibrate-thresh --ftbc --ftbc-target-ticks 8 --ftbc-lr 0.5,,2,False,32,16,100,23,0.9862845892356674,0.7639405204460966,0.7339912436225198,0.7310606060606061,0.7310606060606061,436557.6614819005,2.1784868240356445,51.1,2026-08-21T22:54:18.998797+00:00,0.10174536003785975,0.12232155309003942,0.1371343030649073,0.16456262504353242,0.17257362516487346,0.139667,"[0.10174536003785975, 0.12232155309003942, 0.1371343030649073, 0.16456262504353242, 0.17257362516487346]",,,,,
+opt8_ftbc_t8_lr0.5,opt8_ftbc_threshold_balance.py,bd4d430801bedca5,10,2,--calibrate-thresh --ftbc --ftbc-target-ticks 8 --ftbc-lr 0.5,,2,False,32,16,100,24,0.9789830924853073,0.7881040892193308,0.7255274671496768,0.7386363636363636,0.7386363636363636,438536.07678167423,2.1871683597564697,53.2,2026-08-21T22:54:21.217129+00:00,0.10131831467151642,0.12245668295551748,0.14161325026960933,0.16767724121318145,0.1696111244313857,0.140535,"[0.10131831467151642, 0.12245668295551748, 0.14161325026960933, 0.16767724121318145, 0.1696111244313857]",1,130.41,0.07923,96.0,5408.0
+opt8_ftbc_t8_lr0.5,opt8_ftbc_threshold_balance.py,bd4d430801bedca5,10,2,--calibrate-thresh --ftbc --ftbc-target-ticks 8 --ftbc-lr 0.5,,2,False,32,16,100,25,0.9690206332277631,0.7843866171003717,0.6648683258981416,0.7727272727272727,0.7727272727272727,428876.3513857466,2.189288854598999,55.4,2026-08-21T22:54:23.452374+00:00,0.10018710967372446,0.11788048025439768,0.1370836145737592,0.1663834347444422,0.17630804110975826,0.139569,"[0.10018710967372446, 0.11788048025439768, 0.1370836145737592, 0.1663834347444422, 0.17630804110975826]",,,,,
+opt8_ftbc_t8_lr0.5,opt8_ftbc_threshold_balance.py,bd4d430801bedca5,10,2,--calibrate-thresh --ftbc --ftbc-target-ticks 8 --ftbc-lr 0.5,,2,False,32,16,100,26,0.9793193863227022,0.7825278810408922,1.3139113729650325,0.6212121212121212,0.7727272727272727,442828.88843325793,2.1857120990753174,57.6,2026-08-21T22:54:25.669569+00:00,0.10544291796053157,0.12159262685214772,0.13590183240525863,0.1639802517259822,0.17299845464089336,0.139983,"[0.10544291796053157, 0.12159262685214772, 0.13590183240525863, 0.1639802517259822, 0.17299845464089336]",1,132.77,0.08061,95.0,5408.0
+opt8_ftbc_t8_lr0.5,opt8_ftbc_threshold_balance.py,bd4d430801bedca5,10,2,--calibrate-thresh --ftbc --ftbc-target-ticks 8 --ftbc-lr 0.5,,2,False,32,16,100,27,0.9632677094643887,0.8048327137546468,0.9033827005010663,0.678030303030303,0.7727272727272727,453417.6323529412,2.1813204288482666,59.8,2026-08-21T22:54:27.876996+00:00,0.1081751427229713,0.12502266729579253,0.138569778379272,0.16321800561512217,0.16857559803654165,0.140712,"[0.1081751427229713, 0.12502266729579253, 0.138569778379272, 0.16321800561512217, 0.16857559803654165]",,,,,
+opt8_ftbc_t8_lr0.5,opt8_ftbc_threshold_balance.py,bd4d430801bedca5,10,2,--calibrate-thresh --ftbc --ftbc-target-ticks 8 --ftbc-lr 0.5,,2,False,32,16,100,28,0.9791355921876475,0.7862453531598513,0.7121892625635321,0.7121212121212122,0.7727272727272727,450837.01513009047,2.176736354827881,62.0,2026-08-21T22:54:30.080664+00:00,0.10743856473880656,0.12492746640654172,0.13790096780833075,0.15907182588296778,0.16343107293633855,0.138554,"[0.10743856473880656, 0.12492746640654172, 0.13790096780833075, 0.15907182588296778, 0.16343107293633855]",1,142.67,0.08627,96.0,5408.0
+opt8_ftbc_t8_lr0.5,opt8_ftbc_threshold_balance.py,bd4d430801bedca5,10,2,--calibrate-thresh --ftbc --ftbc-target-ticks 8 --ftbc-lr 0.5,,2,False,32,16,100,29,0.9647489148001689,0.8048327137546468,0.6650264805013483,0.7386363636363636,0.7727272727272727,450972.8426187783,2.195296287536621,64.2,2026-08-21T22:54:32.302980+00:00,0.10671018589945401,0.12490073810605441,0.1404105372288648,0.16145499313578887,0.1708028807359583,0.140856,"[0.10671018589945401, 0.12490073810605441, 0.1404105372288648, 0.16145499313578887, 0.1708028807359583]",,,,,
+opt8_ftbc_t8_lr0.5,opt8_ftbc_threshold_balance.py,bd4d430801bedca5,10,2,--calibrate-thresh --ftbc --ftbc-target-ticks 8 --ftbc-lr 0.5,,2,False,32,16,100,30,0.8915272463653168,0.8215613382899628,0.67151360800772,0.7613636363636364,0.7727272727272727,452111.70984162897,2.1763603687286377,66.4,2026-08-21T22:54:34.504535+00:00,0.1079332916175618,0.1226870776975856,0.14105480734039755,0.16563244865221136,0.17202499947127173,0.141867,"[0.1079332916175618, 0.1226870776975856, 0.14105480734039755, 0.16563244865221136, 0.17202499947127173]",,,,,
+opt8_ftbc_t8_lr0.5,opt8_ftbc_threshold_balance.py,bd4d430801bedca5,10,2,--calibrate-thresh --ftbc --ftbc-target-ticks 8 --ftbc-lr 0.5,,2,False,32,16,100,31,0.9227324888165556,0.8104089219330854,0.6183054013685747,0.8143939393939394,0.8143939393939394,440286.4186934389,2.183645248413086,68.5,2026-08-21T22:54:36.713663+00:00,0.10537863435114131,0.11919734539354548,0.13696807359947877,0.16097190274911768,0.16532885940635905,0.137569,"[0.10537863435114131, 0.11919734539354548, 0.13696807359947877, 0.16097190274911768, 0.16532885940635905]",1,128.54,0.07797,95.0,5408.0
+opt8_ftbc_t8_lr0.5,opt8_ftbc_threshold_balance.py,bd4d430801bedca5,10,2,--calibrate-thresh --ftbc --ftbc-target-ticks 8 --ftbc-lr 0.5,,2,False,32,16,100,32,0.9084124219461888,0.8271375464684015,0.6148412624994913,0.75,0.8143939393939394,427410.1003959276,2.1764791011810303,70.7,2026-08-21T22:54:38.921114+00:00,0.0972883898545714,0.11963776236071307,0.14221800951396718,0.16776434551267064,0.16359859179047978,0.138101,"[0.0972883898545714, 0.11963776236071307, 0.14221800951396718, 0.16776434551267064, 0.16359859179047978]",,,,,
+opt8_ftbc_t8_lr0.5,opt8_ftbc_threshold_balance.py,bd4d430801bedca5,10,2,--calibrate-thresh --ftbc --ftbc-target-ticks 8 --ftbc-lr 0.5,,2,False,32,16,100,33,0.9063848607159015,0.8401486988847584,0.5831958814100786,0.7462121212121212,0.8143939393939394,436291.4645079185,2.1886959075927734,72.9,2026-08-21T22:54:41.134336+00:00,0.10284319125554141,0.12036350983030655,0.13666445893399856,0.163096324485891,0.16293671551872702,0.137181,"[0.10284319125554141, 0.12036350983030655, 0.13666445893399856, 0.163096324485891, 0.16293671551872702]",1,128.84,0.07833,95.0,5408.0
+opt8_ftbc_t8_lr0.5,opt8_ftbc_threshold_balance.py,bd4d430801bedca5,10,2,--calibrate-thresh --ftbc --ftbc-target-ticks 8 --ftbc-lr 0.5,,2,False,32,16,100,34,0.8835415064623808,0.8308550185873605,0.7622334704254613,0.7159090909090909,0.8143939393939394,441849.57805429865,2.1823060512542725,75.1,2026-08-21T22:54:43.342972+00:00,0.10324342505020254,0.12557853802162058,0.13558328940587885,0.1615816047962974,0.16482531936729655,0.138162,"[0.10324342505020254, 0.12557853802162058, 0.13558328940587885, 0.1615816047962974, 0.16482531936729655]",,,,,
+opt8_ftbc_t8_lr0.5,opt8_ftbc_threshold_balance.py,bd4d430801bedca5,10,2,--calibrate-thresh --ftbc --ftbc-target-ticks 8 --ftbc-lr 0.5,,2,False,32,16,100,35,0.9084909733343302,0.8215613382899628,0.8932264645894369,0.6818181818181818,0.8143939393939394,449489.3689196832,2.1797611713409424,77.3,2026-08-21T22:54:45.548504+00:00,0.1046386133222019,0.13007590612944434,0.13587752598173478,0.16056936891639934,0.16215128495412715,0.138663,"[0.1046386133222019, 0.13007590612944434, 0.13587752598173478, 0.16056936891639934, 0.16215128495412715]",1,108.48,0.06568,97.0,5408.0
+opt8_ftbc_t8_lr0.5,opt8_ftbc_threshold_balance.py,bd4d430801bedca5,10,2,--calibrate-thresh --ftbc --ftbc-target-ticks 8 --ftbc-lr 0.5,,2,False,32,16,100,36,0.8832926998351143,0.8345724907063197,0.5879970969575824,0.7689393939393939,0.8143939393939394,448584.23670814483,2.187429428100586,79.4,2026-08-21T22:54:47.761897+00:00,0.10631237924098969,0.1250094736323637,0.13829267463263342,0.15736906844026902,0.1682851805406458,0.139054,"[0.10631237924098969, 0.1250094736323637, 0.13829267463263342, 0.15736906844026902, 0.1682851805406458]",,,,,
+opt8_ftbc_t8_lr0.5,opt8_ftbc_threshold_balance.py,bd4d430801bedca5,10,2,--calibrate-thresh --ftbc --ftbc-target-ticks 8 --ftbc-lr 0.5,,2,False,32,16,100,37,0.8695855193864901,0.8550185873605948,0.5951833363735315,0.7840909090909091,0.8143939393939394,440305.3815045249,2.183767318725586,81.6,2026-08-21T22:54:49.972530+00:00,0.1047625283108038,0.12287751804379855,0.134452726911096,0.151766737594324,0.1627183635445202,0.135316,"[0.1047625283108038, 0.12287751804379855, 0.134452726911096, 0.151766737594324, 0.1627183635445202]",,,,,
+opt8_ftbc_t8_lr0.5,opt8_ftbc_threshold_balance.py,bd4d430801bedca5,10,2,--calibrate-thresh --ftbc --ftbc-target-ticks 8 --ftbc-lr 0.5,,2,False,32,16,100,38,0.8485073812832177,0.862453531598513,0.509171334179965,0.8181818181818182,0.8181818181818182,436792.6555429864,2.192396640777588,83.8,2026-08-21T22:54:52.190032+00:00,0.10399732957868014,0.12098713657435249,0.13426618716296027,0.15314327706308925,0.1616904831984464,0.134817,"[0.10399732957868014, 0.12098713657435249, 0.13426618716296027, 0.15314327706308925, 0.1616904831984464]",1,134.09,0.08166,97.0,5408.0
+opt8_ftbc_t8_lr0.5,opt8_ftbc_threshold_balance.py,bd4d430801bedca5,10,2,--calibrate-thresh --ftbc --ftbc-target-ticks 8 --ftbc-lr 0.5,,2,False,32,16,100,39,0.7893865314558093,0.8940520446096655,0.4908786542487867,0.8143939393939394,0.8181818181818182,430850.4936368778,2.1846914291381836,86.0,2026-08-21T22:54:54.407577+00:00,0.10321801988517537,0.11816210606518913,0.13163418103666866,0.15322538158472845,0.16478970909819884,0.134206,"[0.10321801988517537, 0.11816210606518913, 0.13163418103666866, 0.15322538158472845, 0.16478970909819884]",,,,,
+opt8_ftbc_t8_lr0.5,opt8_ftbc_threshold_balance.py,bd4d430801bedca5,10,2,--calibrate-thresh --ftbc --ftbc-target-ticks 8 --ftbc-lr 0.5,,2,False,32,16,100,40,0.8078575652771279,0.895910780669145,0.6016418256542899,0.7954545454545454,0.8181818181818182,434346.2259615385,2.1981425285339355,88.2,2026-08-21T22:54:56.632913+00:00,0.10388561382013209,0.11918372880010043,0.13389772264396443,0.15229242426507614,0.15949301071026745,0.133751,"[0.10388561382013209, 0.11918372880010043, 0.13389772264396443, 0.15229242426507614, 0.15949301071026745]",1,150.94,0.09216,96.0,5408.0
+opt8_ftbc_t8_lr0.5,opt8_ftbc_threshold_balance.py,bd4d430801bedca5,10,2,--calibrate-thresh --ftbc --ftbc-target-ticks 8 --ftbc-lr 0.5,,2,False,32,16,100,41,0.7987718528974455,0.8736059479553904,0.7102261023087935,0.7537878787878788,0.8181818181818182,431412.749010181,2.1870954036712646,90.4,2026-08-21T22:54:58.845850+00:00,0.1022585985415122,0.11864250328610926,0.13533002225791707,0.1543077668722938,0.16358863167903004,0.134826,"[0.1022585985415122, 0.11864250328610926, 0.13533002225791707, 0.1543077668722938, 0.16358863167903004]",,,,,
+opt8_ftbc_t8_lr0.5,opt8_ftbc_threshold_balance.py,bd4d430801bedca5,10,2,--calibrate-thresh --ftbc --ftbc-target-ticks 8 --ftbc-lr 0.5,,2,False,32,16,100,42,0.8178500677130036,0.8754646840148699,0.6556920860752915,0.7272727272727273,0.8181818181818182,427137.7238404978,2.193026304244995,92.6,2026-08-21T22:55:01.064707+00:00,0.10044242748442818,0.11872048982802559,0.13438155896523418,0.15404780910295598,0.16153580739217646,0.133826,"[0.10044242748442818, 0.11872048982802559, 0.13438155896523418, 0.15404780910295598, 0.16153580739217646]",1,129.77,0.07905,95.0,5408.0
+opt8_ftbc_t8_lr0.5,opt8_ftbc_threshold_balance.py,bd4d430801bedca5,10,2,--calibrate-thresh --ftbc --ftbc-target-ticks 8 --ftbc-lr 0.5,,2,False,32,16,100,43,0.7545589977480665,0.9219330855018587,0.5239380977370522,0.8143939393939394,0.8181818181818182,422332.7205882353,2.203148126602173,94.8,2026-08-21T22:55:03.299059+00:00,0.0976476103943937,0.11930650034371544,0.13570083239499262,0.15254528119283564,0.15486704338999355,0.132013,"[0.0976476103943937, 0.11930650034371544, 0.13570083239499262, 0.15254528119283564, 0.15486704338999355]",,,,,
+opt8_ftbc_t8_lr0.5,opt8_ftbc_threshold_balance.py,bd4d430801bedca5,10,2,--calibrate-thresh --ftbc --ftbc-target-ticks 8 --ftbc-lr 0.5,,2,False,32,16,100,44,0.7847530110617996,0.9144981412639405,0.9455405004096754,0.7196969696969697,0.8181818181818182,413716.14182692306,2.1961841583251953,97.0,2026-08-21T22:55:05.522353+00:00,0.09532342982642791,0.1160956967402907,0.1336557041196262,0.15756418512148015,0.15975227250772364,0.132478,"[0.09532342982642791, 0.1160956967402907, 0.1336557041196262, 0.15756418512148015, 0.15975227250772364]",1,136.06,0.083,92.5,5408.0
+opt8_ftbc_t8_lr0.5,opt8_ftbc_threshold_balance.py,bd4d430801bedca5,10,2,--calibrate-thresh --ftbc --ftbc-target-ticks 8 --ftbc-lr 0.5,,2,False,32,16,100,45,0.768595043168192,0.9014869888475836,0.7799435203725641,0.7613636363636364,0.8181818181818182,416572.54270361987,2.202009677886963,99.2,2026-08-21T22:55:07.750871+00:00,0.09587863788885229,0.11745945758679334,0.13425765142721288,0.15745407605872436,0.15497401006081524,0.132005,"[0.09587863788885229, 0.11745945758679334, 0.13425765142721288, 0.15745407605872436, 0.15497401006081524]",,,,,
+opt8_ftbc_t8_lr0.5,opt8_ftbc_threshold_balance.py,bd4d430801bedca5,10,2,--calibrate-thresh --ftbc --ftbc-target-ticks 8 --ftbc-lr 0.5,,2,False,32,16,100,46,0.7679693495030739,0.8996282527881041,0.46678506966793176,0.8295454545454546,0.8295454545454546,419724.2174773756,2.2003173828125,101.4,2026-08-21T22:55:09.977663+00:00,0.09681312257752699,0.11841931544682559,0.1352171152830124,0.15502826255910537,0.1550573978353949,0.132107,"[0.09681312257752699, 0.11841931544682559, 0.1352171152830124, 0.15502826255910537, 0.1550573978353949]",,,,,
+opt8_ftbc_t8_lr0.5,opt8_ftbc_threshold_balance.py,bd4d430801bedca5,10,2,--calibrate-thresh --ftbc --ftbc-target-ticks 8 --ftbc-lr 0.5,,2,False,32,16,100,47,0.7522023322413846,0.9089219330855018,0.3948089588772167,0.8712121212121212,0.8712121212121212,411914.5903563348,2.2143771648406982,103.6,2026-08-21T22:55:12.224051+00:00,0.09435737615122515,0.11662472959826975,0.13398652918198528,0.153900129830136,0.1568763703107834,0.131149,"[0.09435737615122515, 0.11662472959826975, 0.13398652918198528, 0.153900129830136, 0.1568763703107834]",,,,,
+opt8_ftbc_t8_lr0.5,opt8_ftbc_threshold_balance.py,bd4d430801bedca5,10,2,--calibrate-thresh --ftbc --ftbc-target-ticks 8 --ftbc-lr 0.5,,2,False,32,16,100,48,0.7150766862812539,0.9386617100371747,0.4353445452271086,0.8484848484848485,0.8712121212121212,407900.23981900455,2.2035672664642334,105.8,2026-08-21T22:55:14.460663+00:00,0.09357505949104533,0.11549974934143178,0.1317302093786352,0.154121533036232,0.15188229259322672,0.129362,"[0.09357505949104533, 0.11549974934143178, 0.1317302093786352, 0.154121533036232, 0.15188229259322672]",,,,,
+opt8_ftbc_t8_lr0.5,opt8_ftbc_threshold_balance.py,bd4d430801bedca5,10,2,--calibrate-thresh --ftbc --ftbc-target-ticks 8 --ftbc-lr 0.5,,2,False,32,16,100,49,0.7204524743955818,0.9349442379182156,0.42845936887192004,0.8636363636363636,0.8712121212121212,407788.08059954754,2.2048909664154053,108.0,2026-08-21T22:55:16.691785+00:00,0.09522546871620066,0.11446262063348994,0.12832907280501196,0.14886153883793773,0.1503513735883376,0.127446,"[0.09522546871620066, 0.11446262063348994, 0.12832907280501196, 0.14886153883793773, 0.1503513735883376]",1,131.54,0.08056,95.5,5408.0
+opt8_ftbc_t8_lr0.5,opt8_ftbc_threshold_balance.py,bd4d430801bedca5,10,2,--calibrate-thresh --ftbc --ftbc-target-ticks 8 --ftbc-lr 0.5,,2,False,32,16,100,50,0.6827200555890023,0.9609665427509294,0.38412081201871234,0.8863636363636364,0.8863636363636364,404535.29779411765,2.2062413692474365,110.2,2026-08-21T22:55:18.924209+00:00,0.09479092543616015,0.11214790624730728,0.12904019215527704,0.1466271807165707,0.15103881324038787,0.126729,"[0.09479092543616015, 0.11214790624730728, 0.12904019215527704, 0.1466271807165707, 0.15103881324038787]",,,,,
+opt8_ftbc_t8_lr0.5,opt8_ftbc_threshold_balance.py,bd4d430801bedca5,10,2,--calibrate-thresh --ftbc --ftbc-target-ticks 8 --ftbc-lr 0.5,,2,False,32,16,100,51,0.6942010617167533,0.9460966542750929,0.34692754528739234,0.8977272727272727,0.8977272727272727,406713.26753393665,2.2074930667877197,112.4,2026-08-21T22:55:21.163793+00:00,0.09633966842118431,0.11179554155644249,0.1285816045368419,0.14315593330299153,0.15025139731519363,0.126025,"[0.09633966842118431, 0.11179554155644249, 0.1285816045368419, 0.14315593330299153, 0.15025139731519363]",1,141.9,0.08701,95.5,5408.0
+opt8_ftbc_t8_lr0.5,opt8_ftbc_threshold_balance.py,bd4d430801bedca5,10,2,--calibrate-thresh --ftbc --ftbc-target-ticks 8 --ftbc-lr 0.5,,2,False,32,16,100,52,0.6778647979395983,0.9479553903345725,0.3436337321093588,0.8787878787878788,0.8977272727272727,408184.7222850679,2.2054173946380615,114.6,2026-08-21T22:55:23.401644+00:00,0.09715184832320493,0.11202176879434024,0.12792612962863026,0.1428241615786272,0.14038016953889063,0.124061,"[0.09715184832320493, 0.11202176879434024, 0.12792612962863026, 0.1428241615786272, 0.14038016953889063]",,,,,
+opt8_ftbc_t8_lr0.5,opt8_ftbc_threshold_balance.py,bd4d430801bedca5,10,2,--calibrate-thresh --ftbc --ftbc-target-ticks 8 --ftbc-lr 0.5,,2,False,32,16,100,53,0.6970627130628961,0.949814126394052,0.3566383520762126,0.8939393939393939,0.8977272727272727,408171.05288461543,2.1987617015838623,116.8,2026-08-21T22:55:25.626043+00:00,0.09665896743535995,0.11203570094178705,0.12938202128690832,0.14457147261675665,0.14216895138516145,0.124963,"[0.09665896743535995, 0.11203570094178705, 0.12938202128690832, 0.14457147261675665, 0.14216895138516145]",1,60.5,0.03695,95.0,2705.0
+opt8_ftbc_t8_lr0.5,opt8_ftbc_threshold_balance.py,bd4d430801bedca5,10,2,--calibrate-thresh --ftbc --ftbc-target-ticks 8 --ftbc-lr 0.5,,2,False,32,16,100,54,0.6880004948842924,0.9442379182156134,0.3835443177006461,0.9090909090909091,0.9090909090909091,409366.89578619914,2.206483840942383,119.0,2026-08-21T22:55:27.858820+00:00,0.09644023679635104,0.1130079250125324,0.13030220568180084,0.14572054498335896,0.14234732792657964,0.125564,"[0.09644023679635104, 0.1130079250125324, 0.13030220568180084, 0.14572054498335896, 0.14234732792657964]",1,63.24,0.03876,95.0,2703.0
+opt8_ftbc_t8_lr0.5,opt8_ftbc_threshold_balance.py,bd4d430801bedca5,10,2,--calibrate-thresh --ftbc --ftbc-target-ticks 8 --ftbc-lr 0.5,,2,False,32,16,100,55,0.6741960593758906,0.9591078066914498,0.5226399302482605,0.8068181818181818,0.9090909090909091,411948.0920531674,2.2050516605377197,121.2,2026-08-21T22:55:30.095157+00:00,0.09700281129163854,0.11514331181259717,0.1290005673380459,0.1445747517487582,0.14173749352202697,0.125492,"[0.09700281129163854, 0.11514331181259717, 0.1290005673380459, 0.1445747517487582, 0.14173749352202697]",,,,,
+opt8_ftbc_t8_lr0.5,opt8_ftbc_threshold_balance.py,bd4d430801bedca5,10,2,--calibrate-thresh --ftbc --ftbc-target-ticks 8 --ftbc-lr 0.5,,2,False,32,16,100,56,0.6740732133166941,0.9609665427509294,0.33467995578592474,0.9128787878787878,0.9128787878787878,409927.373020362,2.202200412750244,123.4,2026-08-21T22:55:32.324905+00:00,0.09757802284815732,0.11330879041377236,0.12647775078521056,0.14479381371946895,0.14062669172006495,0.124557,"[0.09757802284815732, 0.11330879041377236, 0.12647775078521056, 0.14479381371946895, 0.14062669172006495]",1,136.52,0.08351,95.5,5408.0
+opt8_ftbc_t8_lr0.5,opt8_ftbc_threshold_balance.py,bd4d430801bedca5,10,2,--calibrate-thresh --ftbc --ftbc-target-ticks 8 --ftbc-lr 0.5,,2,False,32,16,100,57,0.6529200803834709,0.9684014869888475,0.34680974302869855,0.8863636363636364,0.9128787878787878,410843.16416855203,2.2013583183288574,125.6,2026-08-21T22:55:34.558456+00:00,0.09771061118911295,0.11379375001963447,0.1271338388323784,0.1431418289156521,0.14099868518464706,0.124556,"[0.09771061118911295, 0.11379375001963447, 0.1271338388323784, 0.1431418289156521, 0.14099868518464706]",,,,,
+opt8_ftbc_t8_lr0.5,opt8_ftbc_threshold_balance.py,bd4d430801bedca5,10,2,--calibrate-thresh --ftbc --ftbc-target-ticks 8 --ftbc-lr 0.5,,2,False,32,16,100,58,0.6688749836723158,0.9591078066914498,0.4384008366050142,0.8560606060606061,0.9128787878787878,409063.23854638013,2.1976747512817383,127.8,2026-08-21T22:55:36.783663+00:00,0.09748570226571139,0.11316009830026065,0.12643413158024058,0.14126404944588156,0.13726886055048773,0.123123,"[0.09748570226571139, 0.11316009830026065, 0.12643413158024058, 0.14126404944588156, 0.13726886055048773]",1,135.33,0.08261,95.5,5408.0
+opt8_ftbc_t8_lr0.5,opt8_ftbc_threshold_balance.py,bd4d430801bedca5,10,2,--calibrate-thresh --ftbc --ftbc-target-ticks 8 --ftbc-lr 0.5,,2,False,32,16,100,59,0.676849406226417,0.9609665427509294,0.39239799615108606,0.8825757575757576,0.9128787878787878,405296.8431843891,2.199767827987671,130.0,2026-08-21T22:55:39.010505+00:00,0.09626257068970624,0.11186009952250649,0.12693438021575704,0.14025568874443278,0.14107701620634863,0.123278,"[0.09626257068970624, 0.11186009952250649, 0.12693438021575704, 0.14025568874443278, 0.14107701620634863]",,,,,
+opt8_ftbc_t8_lr0.5,opt8_ftbc_threshold_balance.py,bd4d430801bedca5,10,2,--calibrate-thresh --ftbc --ftbc-target-ticks 8 --ftbc-lr 0.5,,2,False,32,16,100,60,0.6807891622351891,0.9479553903345725,0.38731400894396234,0.8825757575757576,0.9128787878787878,401847.6921662896,2.2000110149383545,132.2,2026-08-21T22:55:41.235537+00:00,0.09464731549515444,0.1111720191205249,0.12789159487275517,0.14128178095116334,0.1439275101703756,0.123784,"[0.09464731549515444, 0.1111720191205249, 0.12789159487275517, 0.14128178095116334, 0.1439275101703756]",1,111.89,0.06838,98.0,5408.0
+opt8_ftbc_t8_lr0.5,opt8_ftbc_threshold_balance.py,bd4d430801bedca5,10,2,--calibrate-thresh --ftbc --ftbc-target-ticks 8 --ftbc-lr 0.5,,2,False,32,16,100,61,0.6557935600387119,0.966542750929368,0.401970001784238,0.875,0.9128787878787878,401416.7798359728,2.1996288299560547,134.4,2026-08-21T22:55:43.474565+00:00,0.09434343348531161,0.11195081910666298,0.12688871516900904,0.14065617848845088,0.14349261715131648,0.123466,"[0.09434343348531161, 0.11195081910666298, 0.12688871516900904, 0.14065617848845088, 0.14349261715131648]",,,,,
+opt8_ftbc_t8_lr0.5,opt8_ftbc_threshold_balance.py,bd4d430801bedca5,10,2,--calibrate-thresh --ftbc --ftbc-target-ticks 8 --ftbc-lr 0.5,,2,False,32,16,100,62,0.6514586691076427,0.9572490706319703,0.35033513741059735,0.9053030303030303,0.9128787878787878,402657.969739819,2.197873115539551,136.6,2026-08-21T22:55:45.699088+00:00,0.09450824339600171,0.1132069988285794,0.12639087438583374,0.1396144120132222,0.14049364363445954,0.122843,"[0.09450824339600171, 0.1132069988285794, 0.12639087438583374, 0.1396144120132222, 0.14049364363445954]",,,,,
+opt8_ftbc_t8_lr0.5,opt8_ftbc_threshold_balance.py,bd4d430801bedca5,10,2,--calibrate-thresh --ftbc --ftbc-target-ticks 8 --ftbc-lr 0.5,,2,False,32,16,100,63,0.644938902340857,0.9795539033457249,0.332175508593068,0.9090909090909091,0.9128787878787878,401765.2231334842,2.202723503112793,138.8,2026-08-21T22:55:47.928237+00:00,0.09374423412715688,0.11334340405814788,0.12701749713981852,0.14135687842088587,0.14171085988774018,0.123435,"[0.09374423412715688, 0.11334340405814788, 0.12701749713981852, 0.14135687842088587, 0.14171085988774018]",1,136.78,0.08369,95.5,5408.0
+opt8_ftbc_t8_lr0.5,opt8_ftbc_threshold_balance.py,bd4d430801bedca5,10,2,--calibrate-thresh --ftbc --ftbc-target-ticks 8 --ftbc-lr 0.5,,2,False,32,16,100,64,0.6466016020473494,0.9646840148698885,0.3119091445749456,0.9166666666666666,0.9166666666666666,401846.0960124434,2.2025837898254395,141.0,2026-08-21T22:55:50.158394+00:00,0.0938917157404563,0.11390426886432312,0.12555262753192117,0.14111719149000504,0.13970514080103705,0.122834,"[0.0938917157404563, 0.11390426886432312, 0.12555262753192117, 0.14111719149000504, 0.13970514080103705]",,,,,
+opt8_ftbc_t8_lr0.5,opt8_ftbc_threshold_balance.py,bd4d430801bedca5,10,2,--calibrate-thresh --ftbc --ftbc-target-ticks 8 --ftbc-lr 0.5,,2,False,32,16,100,65,0.6281801865446524,0.9851301115241635,0.376279432665218,0.9166666666666666,0.9166666666666666,400161.4956165158,2.2113592624664307,143.3,2026-08-21T22:55:52.401541+00:00,0.0938890269573997,0.11275266242377899,0.12452119632678874,0.14136982840650222,0.1442045157446581,0.123347,"[0.0938890269573997, 0.11275266242377899, 0.12452119632678874, 0.14136982840650222, 0.1442045157446581]",1,129.67,0.07965,95.5,5408.0
+opt8_ftbc_t8_lr0.5,opt8_ftbc_threshold_balance.py,bd4d430801bedca5,10,2,--calibrate-thresh --ftbc --ftbc-target-ticks 8 --ftbc-lr 0.5,,2,False,32,16,100,66,0.6411205550108701,0.9739776951672863,0.42537150419119635,0.8674242424242424,0.9166666666666666,401702.54072398186,2.197211742401123,145.5,2026-08-21T22:55:54.625749+00:00,0.0944759999127949,0.1129520842257668,0.12506569746662588,0.13992154510582194,0.14473025325466604,0.123429,"[0.0944759999127949, 0.1129520842257668, 0.12506569746662588, 0.13992154510582194, 0.14473025325466604]",,,,,
+opt8_ftbc_t8_lr0.5,opt8_ftbc_threshold_balance.py,bd4d430801bedca5,10,2,--calibrate-thresh --ftbc --ftbc-target-ticks 8 --ftbc-lr 0.5,,2,False,32,16,100,67,0.6088199161242375,0.9944237918215614,0.3246496482328935,0.8977272727272727,0.9166666666666666,400803.86170814483,2.1982157230377197,147.7,2026-08-21T22:55:56.850704+00:00,0.09427116986583262,0.11278284954674103,0.12442813506897758,0.1402199329698787,0.14516388581079595,0.123373,"[0.09427116986583262, 0.11278284954674103, 0.12442813506897758, 0.1402199329698787, 0.14516388581079595]",1,131.98,0.08059,95.5,5408.0
+opt8_ftbc_t8_lr0.5,opt8_ftbc_threshold_balance.py,bd4d430801bedca5,10,2,--calibrate-thresh --ftbc --ftbc-target-ticks 8 --ftbc-lr 0.5,,2,False,32,16,100,68,0.6288349929795389,0.9814126394052045,0.31140443772980664,0.9166666666666666,0.9166666666666666,399161.29341063346,2.2019526958465576,149.9,2026-08-21T22:55:59.080311+00:00,0.09423308337436002,0.112170670838917,0.1233789745499106,0.1374628359780592,0.14396985138163848,0.122243,"[0.09423308337436002, 0.112170670838917, 0.1233789745499106, 0.1374628359780592, 0.14396985138163848]",,,,,
+opt8_ftbc_t8_lr0.5,opt8_ftbc_threshold_balance.py,bd4d430801bedca5,10,2,--calibrate-thresh --ftbc --ftbc-target-ticks 8 --ftbc-lr 0.5,,2,False,32,16,100,69,0.6296068257115588,0.9776951672862454,0.3701859477794532,0.8939393939393939,0.9166666666666666,400280.89720022626,2.206817626953125,152.1,2026-08-21T22:56:01.312647+00:00,0.09465608219890033,0.11243694012655932,0.1234365280936746,0.13680378040846655,0.14513706196756923,0.122494,"[0.09465608219890033, 0.11243694012655932, 0.1234365280936746, 0.13680378040846655, 0.14513706196756923]",1,137.61,0.08436,90.5,5408.0
+opt8_ftbc_t8_lr0.5,opt8_ftbc_threshold_balance.py,bd4d430801bedca5,10,2,--calibrate-thresh --ftbc --ftbc-target-ticks 8 --ftbc-lr 0.5,,2,False,32,16,100,70,0.6329396267362687,0.9814126394052045,0.3097131044575662,0.9090909090909091,0.9166666666666666,400793.3409219457,2.207064628601074,154.3,2026-08-21T22:56:03.545998+00:00,0.09507807519506006,0.11229024257730036,0.1230836256461985,0.13661107245613546,0.14419619563747854,0.122252,"[0.09507807519506006, 0.11229024257730036, 0.1230836256461985, 0.13661107245613546, 0.14419619563747854]",,,,,
+opt8_ftbc_t8_lr0.5,opt8_ftbc_threshold_balance.py,bd4d430801bedca5,10,2,--calibrate-thresh --ftbc --ftbc-target-ticks 8 --ftbc-lr 0.5,,2,False,32,16,100,71,0.6202605858611352,0.9851301115241635,0.45567372170361603,0.8598484848484849,0.9166666666666666,397566.60845588235,2.2078232765197754,156.5,2026-08-21T22:56:05.778970+00:00,0.09431880624855266,0.11123948588090785,0.12228039082358866,0.1358020989333882,0.14354562584091635,0.121437,"[0.09431880624855266, 0.11123948588090785, 0.12228039082358866, 0.1358020989333882, 0.14354562584091635]",,,,,
+opt8_ftbc_t8_lr0.5,opt8_ftbc_threshold_balance.py,bd4d430801bedca5,10,2,--calibrate-thresh --ftbc --ftbc-target-ticks 8 --ftbc-lr 0.5,,2,False,32,16,100,72,0.6264563302568343,0.983271375464684,0.31130533371910907,0.9166666666666666,0.9166666666666666,400623.7854920815,2.1999545097351074,158.7,2026-08-21T22:56:08.007219+00:00,0.09503334935973673,0.11223543742123772,0.1232044797609834,0.13598786908037522,0.14406632325228522,0.122105,"[0.09503334935973673, 0.11223543742123772, 0.1232044797609834, 0.13598786908037522, 0.14406632325228522]",1,127.99,0.07821,95.5,5408.0
+opt8_ftbc_t8_lr0.5,opt8_ftbc_threshold_balance.py,bd4d430801bedca5,10,2,--calibrate-thresh --ftbc --ftbc-target-ticks 8 --ftbc-lr 0.5,,2,False,32,16,100,73,0.6282866430991644,0.9758364312267658,0.3210868248433778,0.9242424242424242,0.9242424242424242,399991.75961538457,2.2012782096862793,160.9,2026-08-21T22:56:10.234105+00:00,0.09485848642447416,0.11229557719300776,0.12233641918967753,0.1369011682622573,0.14498019393752604,0.122274,"[0.09485848642447416, 0.11229557719300776, 0.12233641918967753, 0.1369011682622573, 0.14498019393752604]",,,,,
+opt8_ftbc_t8_lr0.5,opt8_ftbc_threshold_balance.py,bd4d430801bedca5,10,2,--calibrate-thresh --ftbc --ftbc-target-ticks 8 --ftbc-lr 0.5,,2,False,32,16,100,74,0.6188110946279476,0.9721189591078067,0.34437687740181433,0.9015151515151515,0.9242424242424242,397851.89097850677,2.207582473754883,163.1,2026-08-21T22:56:12.473485+00:00,0.09407065151368871,0.11156363478478264,0.1227208542473176,0.13741880479980917,0.14637052136309006,0.122429,"[0.09407065151368871, 0.11156363478478264, 0.1227208542473176, 0.13741880479980917, 0.14637052136309006]",1,125.57,0.077,95.0,5408.0
+opt8_ftbc_t8_lr0.5,opt8_ftbc_threshold_balance.py,bd4d430801bedca5,10,2,--calibrate-thresh --ftbc --ftbc-target-ticks 8 --ftbc-lr 0.5,,2,False,32,16,100,75,0.6009022050630648,0.9869888475836431,0.31907027508273267,0.9128787878787878,0.9242424242424242,396473.8643947964,2.2009782791137695,165.3,2026-08-21T22:56:14.702168+00:00,0.09363243772703059,0.11119277819114573,0.12290617692119934,0.13632208722479203,0.1434347927570343,0.121498,"[0.09363243772703059, 0.11119277819114573, 0.12290617692119934, 0.13632208722479203, 0.1434347927570343]",,,,,
+opt8_ftbc_t8_lr0.5,opt8_ftbc_threshold_balance.py,bd4d430801bedca5,10,2,--calibrate-thresh --ftbc --ftbc-target-ticks 8 --ftbc-lr 0.5,,2,False,32,16,100,76,0.6210955831198001,0.983271375464684,0.34601803801276465,0.8977272727272727,0.9242424242424242,395614.57423642534,2.19917893409729,167.5,2026-08-21T22:56:16.927190+00:00,0.09360255958402858,0.11085940546849195,0.1224698196439182,0.13479388812009027,0.14135436713695526,0.120616,"[0.09360255958402858, 0.11085940546849195, 0.1224698196439182, 0.13479388812009027, 0.14135436713695526]",1,106.4,0.065,97.5,5408.0
+opt8_ftbc_t8_lr0.5,opt8_ftbc_threshold_balance.py,bd4d430801bedca5,10,2,--calibrate-thresh --ftbc --ftbc-target-ticks 8 --ftbc-lr 0.5,,2,False,32,16,100,77,0.6109898298646438,0.9869888475836431,0.2997270059404951,0.928030303030303,0.928030303030303,396020.8823529412,2.2010345458984375,169.7,2026-08-21T22:56:19.153898+00:00,0.09397217324551414,0.11066947395310682,0.12216953889412038,0.13463780020966248,0.1424410202923943,0.120778,"[0.09397217324551414, 0.11066947395310682, 0.12216953889412038, 0.13463780020966248, 0.1424410202923943]",,,,,
+opt8_ftbc_t8_lr0.5,opt8_ftbc_threshold_balance.py,bd4d430801bedca5,10,2,--calibrate-thresh --ftbc --ftbc-target-ticks 8 --ftbc-lr 0.5,,2,False,32,16,100,78,0.6056363693400386,0.9869888475836431,0.3693112794196967,0.8977272727272727,0.928030303030303,396570.9741233032,2.203153133392334,171.9,2026-08-21T22:56:21.391228+00:00,0.09443824431475471,0.11063738693209256,0.12165177482015946,0.13381951872040243,0.14054040347828584,0.120217,"[0.09443824431475471, 0.11063738693209256, 0.12165177482015946, 0.13381951872040243, 0.14054040347828584]",1,128.79,0.07882,95.0,5408.0
+opt8_ftbc_t8_lr0.5,opt8_ftbc_threshold_balance.py,bd4d430801bedca5,10,2,--calibrate-thresh --ftbc --ftbc-target-ticks 8 --ftbc-lr 0.5,,2,False,32,16,100,79,0.6159891198115721,0.9851301115241635,0.35284197195009753,0.9204545454545454,0.928030303030303,396201.82522624434,2.208244562149048,174.1,2026-08-21T22:56:23.625084+00:00,0.09422779872136958,0.11088162748252645,0.12097576041431989,0.1348571803639917,0.1447262316942215,0.121134,"[0.09422779872136958, 0.11088162748252645, 0.12097576041431989, 0.1348571803639917, 0.1447262316942215]",,,,,
+opt8_ftbc_t8_lr0.5,opt8_ftbc_threshold_balance.py,bd4d430801bedca5,10,2,--calibrate-thresh --ftbc --ftbc-target-ticks 8 --ftbc-lr 0.5,,2,False,32,16,100,80,0.6034734734372136,0.9869888475836431,0.3269392360340465,0.928030303030303,0.928030303030303,396931.32678167423,2.2028427124023438,176.3,2026-08-21T22:56:25.854104+00:00,0.09413501839427386,0.11152200313175425,0.12161101094063591,0.13445688521160798,0.14128696217256434,0.120602,"[0.09413501839427386, 0.11152200313175425, 0.12161101094063591, 0.13445688521160798, 0.14128696217256434]",,,,,
+opt8_ftbc_t8_lr0.5,opt8_ftbc_threshold_balance.py,bd4d430801bedca5,10,2,--calibrate-thresh --ftbc --ftbc-target-ticks 8 --ftbc-lr 0.5,,2,False,32,16,100,81,0.6018487381226069,0.9851301115241635,0.31877340602152276,0.9090909090909091,0.928030303030303,396239.44725678733,2.202101707458496,178.5,2026-08-21T22:56:28.083697+00:00,0.09417257195009905,0.11067085581667283,0.12167775806258707,0.13500707640367396,0.14307508924428156,0.120921,"[0.09417257195009905, 0.11067085581667283, 0.12167775806258707, 0.13500707640367396, 0.14307508924428156]",1,131.92,0.08069,96.0,5408.0
+opt8_ftbc_t8_lr0.5,opt8_ftbc_threshold_balance.py,bd4d430801bedca5,10,2,--calibrate-thresh --ftbc --ftbc-target-ticks 8 --ftbc-lr 0.5,,2,False,32,16,100,82,0.5913399739336347,0.9925650557620818,0.3256010485417915,0.9204545454545454,0.928030303030303,397811.6613404978,2.2046117782592773,180.7,2026-08-21T22:56:30.315917+00:00,0.0945381793905707,0.11157350811888189,0.12145994165364433,0.13486859903616064,0.14204629466814153,0.120897,"[0.0945381793905707, 0.11157350811888189, 0.12145994165364433, 0.13486859903616064, 0.14204629466814153]",,,,,
+opt8_ftbc_t8_lr0.5,opt8_ftbc_threshold_balance.py,bd4d430801bedca5,10,2,--calibrate-thresh --ftbc --ftbc-target-ticks 8 --ftbc-lr 0.5,,2,False,32,16,100,83,0.5952525382591446,0.9925650557620818,0.3082646131515503,0.9242424242424242,0.928030303030303,396829.1925904978,2.2086470127105713,182.9,2026-08-21T22:56:32.551358+00:00,0.09466990039629095,0.11065886344979792,0.12108175193562228,0.13419076537384705,0.14046531828010783,0.120213,"[0.09466990039629095, 0.11065886344979792, 0.12108175193562228, 0.13419076537384705, 0.14046531828010783]",1,130.77,0.08023,95.5,5408.0
+opt8_ftbc_t8_lr0.5,opt8_ftbc_threshold_balance.py,bd4d430801bedca5,10,2,--calibrate-thresh --ftbc --ftbc-target-ticks 8 --ftbc-lr 0.5,,2,False,32,16,100,84,0.5944703786346549,0.9888475836431226,0.2993273705695615,0.928030303030303,0.928030303030303,398006.212811086,2.2080793380737305,185.1,2026-08-21T22:56:34.787691+00:00,0.09507387394414228,0.11086094072636436,0.12133579745012171,0.1340717375278473,0.14054811965016759,0.120378,"[0.09507387394414228, 0.11086094072636436, 0.12133579745012171, 0.1340717375278473, 0.14054811965016759]",,,,,
+opt8_ftbc_t8_lr0.5,opt8_ftbc_threshold_balance.py,bd4d430801bedca5,10,2,--calibrate-thresh --ftbc --ftbc-target-ticks 8 --ftbc-lr 0.5,,2,False,32,16,100,85,0.6064091679331981,0.9869888475836431,0.31360516132730426,0.928030303030303,0.928030303030303,397692.9017251131,2.2085742950439453,187.3,2026-08-21T22:56:37.022082+00:00,0.09459923383067637,0.11152957116856295,0.12118455679977641,0.13433539166170008,0.14349964261054993,0.12103,"[0.09459923383067637, 0.11152957116856295, 0.12118455679977641, 0.13433539166170008, 0.14349964261054993]",1,117.58,0.07213,98.5,5408.0
+opt8_ftbc_t8_lr0.5,opt8_ftbc_threshold_balance.py,bd4d430801bedca5,10,2,--calibrate-thresh --ftbc --ftbc-target-ticks 8 --ftbc-lr 0.5,,2,False,32,16,100,86,0.5933185250785714,0.9944237918215614,0.3158422898162495,0.928030303030303,0.928030303030303,396129.08470022626,2.201218843460083,189.5,2026-08-21T22:56:39.248315+00:00,0.09408919600879445,0.11117828286745969,0.12093536599594004,0.13451346229104436,0.14132602425182567,0.120408,"[0.09408919600879445, 0.11117828286745969, 0.12093536599594004, 0.13451346229104436, 0.14132602425182567]",,,,,
+opt8_ftbc_t8_lr0.5,opt8_ftbc_threshold_balance.py,bd4d430801bedca5,10,2,--calibrate-thresh --ftbc --ftbc-target-ticks 8 --ftbc-lr 0.5,,2,False,32,16,100,87,0.5930669868302612,0.9907063197026023,0.313923592820312,0.9166666666666666,0.928030303030303,398492.5831447964,2.2086338996887207,191.7,2026-08-21T22:56:41.482798+00:00,0.09479882086024564,0.11185992246164995,0.12126048961106468,0.13430981600985809,0.14347530375508702,0.121141,"[0.09479882086024564, 0.11185992246164995, 0.12126048961106468, 0.13430981600985809, 0.14347530375508702]",,,,,
+opt8_ftbc_t8_lr0.5,opt8_ftbc_threshold_balance.py,bd4d430801bedca5,10,2,--calibrate-thresh --ftbc --ftbc-target-ticks 8 --ftbc-lr 0.5,,2,False,32,16,100,88,0.5970222859134461,0.9925650557620818,0.3187472928654064,0.9128787878787878,0.928030303030303,397294.185520362,2.2102653980255127,194.0,2026-08-21T22:56:43.720040+00:00,0.09465854834107791,0.11143272370100021,0.1206282302737236,0.13347538516801946,0.14162716094185324,0.120364,"[0.09465854834107791, 0.11143272370100021, 0.1206282302737236, 0.13347538516801946, 0.14162716094185324]",1,123.55,0.07586,95.5,5408.0
+opt8_ftbc_t8_lr0.5,opt8_ftbc_threshold_balance.py,bd4d430801bedca5,10,2,--calibrate-thresh --ftbc --ftbc-target-ticks 8 --ftbc-lr 0.5,,2,False,32,16,100,89,0.5892900465589473,0.9907063197026023,0.305875405217662,0.9166666666666666,0.928030303030303,397141.76739253395,2.206141710281372,196.2,2026-08-21T22:56:45.952051+00:00,0.09434949913445641,0.11177000885500628,0.12096659444710788,0.13333479797138886,0.13943669638212988,0.119972,"[0.09434949913445641, 0.11177000885500628, 0.12096659444710788, 0.13333479797138886, 0.13943669638212988]",,,,,
+opt8_ftbc_t8_lr0.5,opt8_ftbc_threshold_balance.py,bd4d430801bedca5,10,2,--calibrate-thresh --ftbc --ftbc-target-ticks 8 --ftbc-lr 0.5,,2,False,32,16,100,90,0.5887104423515859,0.9962825278810409,0.29511472627972113,0.928030303030303,0.928030303030303,396212.00933257915,2.201148748397827,198.4,2026-08-21T22:56:48.178365+00:00,0.09409720056197222,0.11130195417824913,0.1209679662304766,0.1338836603304919,0.1416609409977408,0.120382,"[0.09409720056197222, 0.11130195417824913, 0.1209679662304766, 0.1338836603304919, 0.1416609409977408]",1,136.39,0.08339,95.5,5408.0
+opt8_ftbc_t8_lr0.5,opt8_ftbc_threshold_balance.py,bd4d430801bedca5,10,2,--calibrate-thresh --ftbc --ftbc-target-ticks 8 --ftbc-lr 0.5,,2,False,32,16,100,91,0.5971558253561254,0.9925650557620818,0.3181074478409507,0.9204545454545454,0.928030303030303,395881.57154977374,2.204878330230713,200.6,2026-08-21T22:56:50.408512+00:00,0.09412597689558477,0.1111309256623773,0.12059972698197645,0.13376167153610902,0.14125855091740103,0.120175,"[0.09412597689558477, 0.1111309256623773, 0.12059972698197645, 0.13376167153610902, 0.14125855091740103]",,,,,
+opt8_ftbc_t8_lr0.5,opt8_ftbc_threshold_balance.py,bd4d430801bedca5,10,2,--calibrate-thresh --ftbc --ftbc-target-ticks 8 --ftbc-lr 0.5,,2,False,32,16,100,92,0.5802513181498503,0.9962825278810409,0.3155062555363684,0.9242424242424242,0.928030303030303,395678.35605203616,2.2100837230682373,202.8,2026-08-21T22:56:52.644594+00:00,0.09395880295949824,0.11139403195942149,0.12036108707680422,0.13380258574205287,0.14027508392053492,0.119958,"[0.09395880295949824, 0.11139403195942149, 0.12036108707680422, 0.13380258574205287, 0.14027508392053492]",1,140.6,0.08632,95.5,5408.0
+opt8_ftbc_t8_lr0.5,opt8_ftbc_threshold_balance.py,bd4d430801bedca5,10,2,--calibrate-thresh --ftbc --ftbc-target-ticks 8 --ftbc-lr 0.5,,2,False,32,16,100,93,0.5947689250056185,0.9944237918215614,0.326292126919284,0.9204545454545454,0.928030303030303,396567.67590497737,2.2083539962768555,205.0,2026-08-21T22:56:54.879496+00:00,0.09419354927890441,0.1114543650080176,0.1209601624047055,0.13385742113870733,0.14176305777886333,0.120446,"[0.09419354927890441, 0.1114543650080176, 0.1209601624047055, 0.13385742113870733, 0.14176305777886333]",,,,,
+opt8_ftbc_t8_lr0.5,opt8_ftbc_threshold_balance.py,bd4d430801bedca5,10,2,--calibrate-thresh --ftbc --ftbc-target-ticks 8 --ftbc-lr 0.5,,2,False,32,16,100,94,0.5957241058349609,0.9944237918215614,0.32432020523331384,0.9166666666666666,0.928030303030303,396034.8488404978,2.2083449363708496,207.2,2026-08-21T22:56:57.114490+00:00,0.09405293359475977,0.11119123460615382,0.12100864815361359,0.13401574422331416,0.14078734113889582,0.120211,"[0.09405293359475977, 0.11119123460615382, 0.12100864815361359, 0.13401574422331416, 0.14078734113889582]",1,156.06,0.09573,98.0,5408.0
+opt8_ftbc_t8_lr0.5,opt8_ftbc_threshold_balance.py,bd4d430801bedca5,10,2,--calibrate-thresh --ftbc --ftbc-target-ticks 8 --ftbc-lr 0.5,,2,False,32,16,100,95,0.586276001203459,0.9944237918215614,0.294411301612854,0.928030303030303,0.928030303030303,394695.85463800904,2.2102460861206055,209.4,2026-08-21T22:56:59.350727+00:00,0.09390157899435829,0.110565206145539,0.12048010966357063,0.13337664919741013,0.14030415170332966,0.119726,"[0.09390157899435829, 0.110565206145539, 0.12048010966357063, 0.13337664919741013, 0.14030415170332966]",,,,,
+opt8_ftbc_t8_lr0.5,opt8_ftbc_threshold_balance.py,bd4d430801bedca5,10,2,--calibrate-thresh --ftbc --ftbc-target-ticks 8 --ftbc-lr 0.5,,2,False,32,16,100,96,0.5915066746087766,0.9944237918215614,0.3160570462544759,0.928030303030303,0.928030303030303,396599.087811086,2.205775499343872,211.6,2026-08-21T22:57:01.585001+00:00,0.09428669862887439,0.11143394778756534,0.12075753685306101,0.1336103362195632,0.1413458401665968,0.120287,"[0.09428669862887439, 0.11143394778756534, 0.12075753685306101, 0.1336103362195632, 0.1413458401665968]",,,,,
+opt8_ftbc_t8_lr0.5,opt8_ftbc_threshold_balance.py,bd4d430801bedca5,10,2,--calibrate-thresh --ftbc --ftbc-target-ticks 8 --ftbc-lr 0.5,,2,False,32,16,100,97,0.5834098961273534,0.9925650557620818,0.30686741977026966,0.9242424242424242,0.928030303030303,396082.6025169683,2.206164836883545,213.8,2026-08-21T22:57:03.817851+00:00,0.09414601808085162,0.11122929261011236,0.12084362743531957,0.13323365940767176,0.14103764383231893,0.120098,"[0.09414601808085162, 0.11122929261011236, 0.12084362743531957, 0.13323365940767176, 0.14103764383231893]",1,143.15,0.08773,96.0,5408.0
+opt8_ftbc_t8_lr0.5,opt8_ftbc_threshold_balance.py,bd4d430801bedca5,10,2,--calibrate-thresh --ftbc --ftbc-target-ticks 8 --ftbc-lr 0.5,,2,False,32,16,100,98,0.6028694198034067,0.9888475836431226,0.3116744142590147,0.9242424242424242,0.928030303030303,396150.7764423077,2.2096831798553467,216.0,2026-08-21T22:57:06.053972+00:00,0.0941118514713119,0.11120473900262047,0.1210027871763005,0.13383783838328192,0.14138887209050796,0.120309,"[0.0941118514713119, 0.11120473900262047, 0.1210027871763005, 0.13383783838328192, 0.14138887209050796]",,,,,
+opt8_ftbc_t8_lr0.5,opt8_ftbc_threshold_balance.py,bd4d430801bedca5,10,2,--calibrate-thresh --ftbc --ftbc-target-ticks 8 --ftbc-lr 0.5,,2,False,32,16,100,99,0.587294896739123,0.9925650557620818,0.2962067684892452,0.9318181818181818,0.9318181818181818,396187.7570701358,2.2236952781677246,218.2,2026-08-21T22:57:08.314594+00:00,0.09419470587197472,0.11129818199311986,0.12065984659335192,0.13346943434546976,0.1405526075293036,0.120035,"[0.09419470587197472, 0.11129818199311986, 0.12065984659335192, 0.13346943434546976, 0.1405526075293036]",1,141.58,0.08745,96.0,5408.0
+opt8_ftbc_t8_lr0.5,opt8_ftbc_threshold_balance.py,bd4d430801bedca5,10,2,--calibrate-thresh --ftbc --ftbc-target-ticks 8 --ftbc-lr 0.5,,2,False,32,16,100,100,0.5924959528401882,0.9925650557620818,0.30166162053744,0.9242424242424242,0.9318181818181818,395879.2429298642,2.2096214294433594,220.5,2026-08-21T22:57:10.556565+00:00,0.09411303392227958,0.11118937502889072,0.12070613135309781,0.13313153999693253,0.14025286891881159,0.119879,"[0.09411303392227958, 0.11118937502889072, 0.12070613135309781, 0.13313153999693253, 0.14025286891881159]",,,,,

opt8_ftbc_threshold_balance/opt8_ftbc_t8_lr0.5.epochs.jsonl

@@ -0,0 +1,100 @@
+{"epoch": 1, "train_loss": 2.694734242768979, "train_acc": 0.4312267657992565, "test_loss": 3.8179346720377603, "test_acc": 0.3068181818181818, "best_acc": 0.3068181818181818, "spike_rates": [0.09598592493463964, 0.13442907876828136, 0.15463594741681042, 0.17898999768144944, 0.18702649456613205], "spikes_per_sample": 448355.902290724, "wall_time_s": 2.723971128463745, "timestamp": "2026-08-21T22:53:30.019188+00:00"}
+{"epoch": 2, "train_loss": 1.9270487771158324, "train_acc": 0.5204460966542751, "test_loss": 1.53400287844918, "test_acc": 0.5227272727272727, "best_acc": 0.5227272727272727, "spike_rates": [0.09725752779666115, 0.1460716855876586, 0.16503170044983134, 0.18075639798360713, 0.19177444629809437], "spikes_per_sample": 468955.308540724, "wall_time_s": 2.187976837158203, "timestamp": "2026-08-21T22:53:32.239719+00:00"}
+{"epoch": 3, "train_loss": 1.7008362472278922, "train_acc": 0.5539033457249071, "test_loss": 1.9030837217966716, "test_acc": 0.5, "best_acc": 0.5227272727272727, "spike_rates": [0.0991840239833383, 0.14386318886981292, 0.160369353259311, 0.1812702592681436, 0.19545452472041636], "spikes_per_sample": 468331.10704185517, "wall_time_s": 2.1959609985351562, "timestamp": "2026-08-21T22:53:34.467449+00:00"}
+{"epoch": 4, "train_loss": 1.4552048387137488, "train_acc": 0.6078066914498141, "test_loss": 1.6205785996986157, "test_acc": 0.5113636363636364, "best_acc": 0.5227272727272727, "spike_rates": [0.09996519369237564, 0.14001008955871358, 0.15802979995222652, 0.18106833976857803, 0.19445497060523315], "spikes_per_sample": 464670.3150452489, "wall_time_s": 2.191941738128662, "timestamp": "2026-08-21T22:53:36.685306+00:00"}
+{"epoch": 5, "train_loss": 1.4513793133448492, "train_acc": 0.587360594795539, "test_loss": 1.0160945401047214, "test_acc": 0.5757575757575758, "best_acc": 0.5757575757575758, "spike_rates": [0.09891974794514038, 0.13542477874194875, 0.1560528558843276, 0.17919121332028332, 0.19432216356782353], "spikes_per_sample": 456386.0005656109, "wall_time_s": 2.196453332901001, "timestamp": "2026-08-21T22:53:38.909042+00:00"}
+{"epoch": 6, "train_loss": 1.3524284615392579, "train_acc": 0.6412639405204461, "test_loss": 1.0969856200796184, "test_acc": 0.6287878787878788, "best_acc": 0.6287878787878788, "spike_rates": [0.09981514951762031, 0.1345138654989355, 0.15889465721214519, 0.18004155334304361, 0.19002926524947672], "spikes_per_sample": 458873.92816742085, "wall_time_s": 2.205204725265503, "timestamp": "2026-08-21T22:53:41.145056+00:00"}
+{"epoch": 7, "train_loss": 1.2996696428738561, "train_acc": 0.620817843866171, "test_loss": 0.8966933904272137, "test_acc": 0.6477272727272727, "best_acc": 0.6477272727272727, "spike_rates": [0.10316946006873075, 0.13665599770405712, 0.1632386682664647, 0.17721734678044038, 0.18021334181813634], "spikes_per_sample": 469978.79581447964, "wall_time_s": 2.2103357315063477, "timestamp": "2026-08-21T22:53:43.387082+00:00"}
+{"epoch": 8, "train_loss": 1.2637106530285236, "train_acc": 0.620817843866171, "test_loss": 0.9272807068897017, "test_acc": 0.6325757575757576, "best_acc": 0.6477272727272727, "spike_rates": [0.10300059791873484, 0.13504786000532262, 0.16178141008405125, 0.1782649518812404, 0.17782485835692463], "spikes_per_sample": 467294.5559954751, "wall_time_s": 2.207948684692383, "timestamp": "2026-08-21T22:53:45.626630+00:00"}
+{"epoch": 9, "train_loss": 1.2418125628538734, "train_acc": 0.6728624535315985, "test_loss": 0.8040117910414031, "test_acc": 0.7045454545454546, "best_acc": 0.7045454545454546, "spike_rates": [0.1030757304500131, 0.13248817272046032, 0.15850336674381704, 0.17374681023990407, 0.17211107997333303], "spikes_per_sample": 462408.8052884615, "wall_time_s": 2.2122654914855957, "timestamp": "2026-08-21T22:53:47.866295+00:00"}
+{"epoch": 10, "train_loss": 1.217919027051961, "train_acc": 0.6802973977695167, "test_loss": 1.0166785717010498, "test_acc": 0.6136363636363636, "best_acc": 0.7045454545454546, "spike_rates": [0.09834587661659017, 0.1316960953614291, 0.15965111728976755, 0.1682912637205685, 0.17183459243353674], "spikes_per_sample": 451545.07734728506, "wall_time_s": 2.2133841514587402, "timestamp": "2026-08-21T22:53:50.110175+00:00"}
+{"epoch": 11, "train_loss": 1.1719339212963573, "train_acc": 0.6821561338289963, "test_loss": 1.0242279650587025, "test_acc": 0.6287878787878788, "best_acc": 0.7045454545454546, "spike_rates": [0.10479754866922603, 0.12805548792376237, 0.15819243297857397, 0.17284920110422022, 0.17306002448586857], "spikes_per_sample": 461098.85831447964, "wall_time_s": 2.2135982513427734, "timestamp": "2026-08-21T22:53:52.348615+00:00"}
+{"epoch": 12, "train_loss": 1.1848432202321446, "train_acc": 0.6840148698884758, "test_loss": 0.8311727119214607, "test_acc": 0.6818181818181818, "best_acc": 0.7045454545454546, "spike_rates": [0.1012252126546467, 0.12682525462964, 0.15506277364843032, 0.1719919618438272, 0.1781319327214185], "spikes_per_sample": 450607.658229638, "wall_time_s": 2.2038865089416504, "timestamp": "2026-08-21T22:53:54.578350+00:00"}
+{"epoch": 13, "train_loss": 1.1560202119075675, "train_acc": 0.6654275092936803, "test_loss": 0.889539259852785, "test_acc": 0.6742424242424242, "best_acc": 0.7045454545454546, "spike_rates": [0.09991257330950569, 0.12686382058788748, 0.15192216459442587, 0.16745838172295513, 0.16929707632345312], "spikes_per_sample": 445583.10308257915, "wall_time_s": 2.2037079334259033, "timestamp": "2026-08-21T22:53:56.810659+00:00"}
+{"epoch": 14, "train_loss": 1.119602984212145, "train_acc": 0.7118959107806692, "test_loss": 0.8783836707924352, "test_acc": 0.7234848484848485, "best_acc": 0.7234848484848485, "spike_rates": [0.10042955901692896, 0.1266564130783081, 0.15481472891919754, 0.1685255616903305, 0.17138763385660508], "spikes_per_sample": 448122.3728789593, "wall_time_s": 2.1944053173065186, "timestamp": "2026-08-21T22:53:59.032858+00:00"}
+{"epoch": 15, "train_loss": 1.1236901540295343, "train_acc": 0.7323420074349443, "test_loss": 0.8707838889324304, "test_acc": 0.6590909090909091, "best_acc": 0.7234848484848485, "spike_rates": [0.10016276862691431, 0.12522274606368122, 0.15286019795081196, 0.17279109183479757, 0.17626173005384557], "spikes_per_sample": 445633.2195984163, "wall_time_s": 2.2051000595092773, "timestamp": "2026-08-21T22:54:01.282240+00:00"}
+{"epoch": 16, "train_loss": 1.1119435046242072, "train_acc": 0.7156133828996283, "test_loss": 0.662536230954257, "test_acc": 0.7272727272727273, "best_acc": 0.7272727272727273, "spike_rates": [0.09588313190376058, 0.12629701547762928, 0.15457619200734532, 0.173704932717716, 0.17301260899094975], "spikes_per_sample": 438780.4168552036, "wall_time_s": 2.1957240104675293, "timestamp": "2026-08-21T22:54:03.511958+00:00"}
+{"epoch": 17, "train_loss": 1.1025577008059477, "train_acc": 0.7118959107806692, "test_loss": 0.9056929927883726, "test_acc": 0.6666666666666666, "best_acc": 0.7272727272727273, "spike_rates": [0.09455110614790636, 0.12547514017890482, 0.15442284503403833, 0.1700924582341138, 0.16987268100766575], "spikes_per_sample": 434543.92406674207, "wall_time_s": 2.1932644844055176, "timestamp": "2026-08-21T22:54:05.735718+00:00"}
+{"epoch": 18, "train_loss": 1.0560936205449158, "train_acc": 0.7342007434944238, "test_loss": 0.802558877251365, "test_acc": 0.6931818181818182, "best_acc": 0.7272727272727273, "spike_rates": [0.09252224336652194, 0.12394542685326408, 0.15388176108107848, 0.1758227891781751, 0.17325925213449142], "spikes_per_sample": 429181.962811086, "wall_time_s": 2.1877830028533936, "timestamp": "2026-08-21T22:54:07.949654+00:00"}
+{"epoch": 19, "train_loss": 1.0941340763772731, "train_acc": 0.7174721189591078, "test_loss": 0.8228067809885199, "test_acc": 0.7196969696969697, "best_acc": 0.7272727272727273, "spike_rates": [0.09381908090675578, 0.12335722499033984, 0.15250284356229446, 0.1763673854224822, 0.17257759500952327], "spikes_per_sample": 430626.14776583714, "wall_time_s": 2.1851534843444824, "timestamp": "2026-08-21T22:54:10.160581+00:00"}
+{"epoch": 20, "train_loss": 1.024305816033516, "train_acc": 0.7490706319702602, "test_loss": 0.7651097846753669, "test_acc": 0.6818181818181818, "best_acc": 0.7272727272727273, "spike_rates": [0.09591809221926857, 0.12606873187948675, 0.1457900510114782, 0.17157171140698826, 0.17233851201394024], "spikes_per_sample": 433722.2488687783, "wall_time_s": 2.1872856616973877, "timestamp": "2026-08-21T22:54:12.374287+00:00"}
+{"epoch": 21, "train_loss": 1.0500526204428264, "train_acc": 0.7472118959107806, "test_loss": 0.7644853772539081, "test_acc": 0.7045454545454546, "best_acc": 0.7272727272727273, "spike_rates": [0.09955073805416331, 0.12468153150642619, 0.1427771904889275, 0.16713366526014664, 0.170024078558473], "spikes_per_sample": 437704.97878959274, "wall_time_s": 2.181703805923462, "timestamp": "2026-08-21T22:54:14.583788+00:00"}
+{"epoch": 22, "train_loss": 1.0158991636396784, "train_acc": 0.7695167286245354, "test_loss": 0.8425885511167122, "test_acc": 0.7159090909090909, "best_acc": 0.7272727272727273, "spike_rates": [0.0992627244661836, 0.123077252331902, 0.1437924109837588, 0.16848018853103414, 0.17165728614610784], "spikes_per_sample": 436139.8795248869, "wall_time_s": 2.1832785606384277, "timestamp": "2026-08-21T22:54:16.792369+00:00"}
+{"epoch": 23, "train_loss": 0.9862845892356674, "train_acc": 0.7639405204460966, "test_loss": 0.7339912436225198, "test_acc": 0.7310606060606061, "best_acc": 0.7310606060606061, "spike_rates": [0.10174536003785975, 0.12232155309003942, 0.1371343030649073, 0.16456262504353242, 0.17257362516487346], "spikes_per_sample": 436557.6614819005, "wall_time_s": 2.1784868240356445, "timestamp": "2026-08-21T22:54:18.998797+00:00"}
+{"epoch": 24, "train_loss": 0.9789830924853073, "train_acc": 0.7881040892193308, "test_loss": 0.7255274671496768, "test_acc": 0.7386363636363636, "best_acc": 0.7386363636363636, "spike_rates": [0.10131831467151642, 0.12245668295551748, 0.14161325026960933, 0.16767724121318145, 0.1696111244313857], "spikes_per_sample": 438536.07678167423, "wall_time_s": 2.1871683597564697, "timestamp": "2026-08-21T22:54:21.217129+00:00"}
+{"epoch": 25, "train_loss": 0.9690206332277631, "train_acc": 0.7843866171003717, "test_loss": 0.6648683258981416, "test_acc": 0.7727272727272727, "best_acc": 0.7727272727272727, "spike_rates": [0.10018710967372446, 0.11788048025439768, 0.1370836145737592, 0.1663834347444422, 0.17630804110975826], "spikes_per_sample": 428876.3513857466, "wall_time_s": 2.189288854598999, "timestamp": "2026-08-21T22:54:23.452374+00:00"}
+{"epoch": 26, "train_loss": 0.9793193863227022, "train_acc": 0.7825278810408922, "test_loss": 1.3139113729650325, "test_acc": 0.6212121212121212, "best_acc": 0.7727272727272727, "spike_rates": [0.10544291796053157, 0.12159262685214772, 0.13590183240525863, 0.1639802517259822, 0.17299845464089336], "spikes_per_sample": 442828.88843325793, "wall_time_s": 2.1857120990753174, "timestamp": "2026-08-21T22:54:25.669569+00:00"}
+{"epoch": 27, "train_loss": 0.9632677094643887, "train_acc": 0.8048327137546468, "test_loss": 0.9033827005010663, "test_acc": 0.678030303030303, "best_acc": 0.7727272727272727, "spike_rates": [0.1081751427229713, 0.12502266729579253, 0.138569778379272, 0.16321800561512217, 0.16857559803654165], "spikes_per_sample": 453417.6323529412, "wall_time_s": 2.1813204288482666, "timestamp": "2026-08-21T22:54:27.876996+00:00"}
+{"epoch": 28, "train_loss": 0.9791355921876475, "train_acc": 0.7862453531598513, "test_loss": 0.7121892625635321, "test_acc": 0.7121212121212122, "best_acc": 0.7727272727272727, "spike_rates": [0.10743856473880656, 0.12492746640654172, 0.13790096780833075, 0.15907182588296778, 0.16343107293633855], "spikes_per_sample": 450837.01513009047, "wall_time_s": 2.176736354827881, "timestamp": "2026-08-21T22:54:30.080664+00:00"}
+{"epoch": 29, "train_loss": 0.9647489148001689, "train_acc": 0.8048327137546468, "test_loss": 0.6650264805013483, "test_acc": 0.7386363636363636, "best_acc": 0.7727272727272727, "spike_rates": [0.10671018589945401, 0.12490073810605441, 0.1404105372288648, 0.16145499313578887, 0.1708028807359583], "spikes_per_sample": 450972.8426187783, "wall_time_s": 2.195296287536621, "timestamp": "2026-08-21T22:54:32.302980+00:00"}
+{"epoch": 30, "train_loss": 0.8915272463653168, "train_acc": 0.8215613382899628, "test_loss": 0.67151360800772, "test_acc": 0.7613636363636364, "best_acc": 0.7727272727272727, "spike_rates": [0.1079332916175618, 0.1226870776975856, 0.14105480734039755, 0.16563244865221136, 0.17202499947127173], "spikes_per_sample": 452111.70984162897, "wall_time_s": 2.1763603687286377, "timestamp": "2026-08-21T22:54:34.504535+00:00"}
+{"epoch": 31, "train_loss": 0.9227324888165556, "train_acc": 0.8104089219330854, "test_loss": 0.6183054013685747, "test_acc": 0.8143939393939394, "best_acc": 0.8143939393939394, "spike_rates": [0.10537863435114131, 0.11919734539354548, 0.13696807359947877, 0.16097190274911768, 0.16532885940635905], "spikes_per_sample": 440286.4186934389, "wall_time_s": 2.183645248413086, "timestamp": "2026-08-21T22:54:36.713663+00:00"}
+{"epoch": 32, "train_loss": 0.9084124219461888, "train_acc": 0.8271375464684015, "test_loss": 0.6148412624994913, "test_acc": 0.75, "best_acc": 0.8143939393939394, "spike_rates": [0.0972883898545714, 0.11963776236071307, 0.14221800951396718, 0.16776434551267064, 0.16359859179047978], "spikes_per_sample": 427410.1003959276, "wall_time_s": 2.1764791011810303, "timestamp": "2026-08-21T22:54:38.921114+00:00"}
+{"epoch": 33, "train_loss": 0.9063848607159015, "train_acc": 0.8401486988847584, "test_loss": 0.5831958814100786, "test_acc": 0.7462121212121212, "best_acc": 0.8143939393939394, "spike_rates": [0.10284319125554141, 0.12036350983030655, 0.13666445893399856, 0.163096324485891, 0.16293671551872702], "spikes_per_sample": 436291.4645079185, "wall_time_s": 2.1886959075927734, "timestamp": "2026-08-21T22:54:41.134336+00:00"}
+{"epoch": 34, "train_loss": 0.8835415064623808, "train_acc": 0.8308550185873605, "test_loss": 0.7622334704254613, "test_acc": 0.7159090909090909, "best_acc": 0.8143939393939394, "spike_rates": [0.10324342505020254, 0.12557853802162058, 0.13558328940587885, 0.1615816047962974, 0.16482531936729655], "spikes_per_sample": 441849.57805429865, "wall_time_s": 2.1823060512542725, "timestamp": "2026-08-21T22:54:43.342972+00:00"}
+{"epoch": 35, "train_loss": 0.9084909733343302, "train_acc": 0.8215613382899628, "test_loss": 0.8932264645894369, "test_acc": 0.6818181818181818, "best_acc": 0.8143939393939394, "spike_rates": [0.1046386133222019, 0.13007590612944434, 0.13587752598173478, 0.16056936891639934, 0.16215128495412715], "spikes_per_sample": 449489.3689196832, "wall_time_s": 2.1797611713409424, "timestamp": "2026-08-21T22:54:45.548504+00:00"}
+{"epoch": 36, "train_loss": 0.8832926998351143, "train_acc": 0.8345724907063197, "test_loss": 0.5879970969575824, "test_acc": 0.7689393939393939, "best_acc": 0.8143939393939394, "spike_rates": [0.10631237924098969, 0.1250094736323637, 0.13829267463263342, 0.15736906844026902, 0.1682851805406458], "spikes_per_sample": 448584.23670814483, "wall_time_s": 2.187429428100586, "timestamp": "2026-08-21T22:54:47.761897+00:00"}
+{"epoch": 37, "train_loss": 0.8695855193864901, "train_acc": 0.8550185873605948, "test_loss": 0.5951833363735315, "test_acc": 0.7840909090909091, "best_acc": 0.8143939393939394, "spike_rates": [0.1047625283108038, 0.12287751804379855, 0.134452726911096, 0.151766737594324, 0.1627183635445202], "spikes_per_sample": 440305.3815045249, "wall_time_s": 2.183767318725586, "timestamp": "2026-08-21T22:54:49.972530+00:00"}
+{"epoch": 38, "train_loss": 0.8485073812832177, "train_acc": 0.862453531598513, "test_loss": 0.509171334179965, "test_acc": 0.8181818181818182, "best_acc": 0.8181818181818182, "spike_rates": [0.10399732957868014, 0.12098713657435249, 0.13426618716296027, 0.15314327706308925, 0.1616904831984464], "spikes_per_sample": 436792.6555429864, "wall_time_s": 2.192396640777588, "timestamp": "2026-08-21T22:54:52.190032+00:00"}
+{"epoch": 39, "train_loss": 0.7893865314558093, "train_acc": 0.8940520446096655, "test_loss": 0.4908786542487867, "test_acc": 0.8143939393939394, "best_acc": 0.8181818181818182, "spike_rates": [0.10321801988517537, 0.11816210606518913, 0.13163418103666866, 0.15322538158472845, 0.16478970909819884], "spikes_per_sample": 430850.4936368778, "wall_time_s": 2.1846914291381836, "timestamp": "2026-08-21T22:54:54.407577+00:00"}
+{"epoch": 40, "train_loss": 0.8078575652771279, "train_acc": 0.895910780669145, "test_loss": 0.6016418256542899, "test_acc": 0.7954545454545454, "best_acc": 0.8181818181818182, "spike_rates": [0.10388561382013209, 0.11918372880010043, 0.13389772264396443, 0.15229242426507614, 0.15949301071026745], "spikes_per_sample": 434346.2259615385, "wall_time_s": 2.1981425285339355, "timestamp": "2026-08-21T22:54:56.632913+00:00"}
+{"epoch": 41, "train_loss": 0.7987718528974455, "train_acc": 0.8736059479553904, "test_loss": 0.7102261023087935, "test_acc": 0.7537878787878788, "best_acc": 0.8181818181818182, "spike_rates": [0.1022585985415122, 0.11864250328610926, 0.13533002225791707, 0.1543077668722938, 0.16358863167903004], "spikes_per_sample": 431412.749010181, "wall_time_s": 2.1870954036712646, "timestamp": "2026-08-21T22:54:58.845850+00:00"}
+{"epoch": 42, "train_loss": 0.8178500677130036, "train_acc": 0.8754646840148699, "test_loss": 0.6556920860752915, "test_acc": 0.7272727272727273, "best_acc": 0.8181818181818182, "spike_rates": [0.10044242748442818, 0.11872048982802559, 0.13438155896523418, 0.15404780910295598, 0.16153580739217646], "spikes_per_sample": 427137.7238404978, "wall_time_s": 2.193026304244995, "timestamp": "2026-08-21T22:55:01.064707+00:00"}
+{"epoch": 43, "train_loss": 0.7545589977480665, "train_acc": 0.9219330855018587, "test_loss": 0.5239380977370522, "test_acc": 0.8143939393939394, "best_acc": 0.8181818181818182, "spike_rates": [0.0976476103943937, 0.11930650034371544, 0.13570083239499262, 0.15254528119283564, 0.15486704338999355], "spikes_per_sample": 422332.7205882353, "wall_time_s": 2.203148126602173, "timestamp": "2026-08-21T22:55:03.299059+00:00"}
+{"epoch": 44, "train_loss": 0.7847530110617996, "train_acc": 0.9144981412639405, "test_loss": 0.9455405004096754, "test_acc": 0.7196969696969697, "best_acc": 0.8181818181818182, "spike_rates": [0.09532342982642791, 0.1160956967402907, 0.1336557041196262, 0.15756418512148015, 0.15975227250772364], "spikes_per_sample": 413716.14182692306, "wall_time_s": 2.1961841583251953, "timestamp": "2026-08-21T22:55:05.522353+00:00"}
+{"epoch": 45, "train_loss": 0.768595043168192, "train_acc": 0.9014869888475836, "test_loss": 0.7799435203725641, "test_acc": 0.7613636363636364, "best_acc": 0.8181818181818182, "spike_rates": [0.09587863788885229, 0.11745945758679334, 0.13425765142721288, 0.15745407605872436, 0.15497401006081524], "spikes_per_sample": 416572.54270361987, "wall_time_s": 2.202009677886963, "timestamp": "2026-08-21T22:55:07.750871+00:00"}
+{"epoch": 46, "train_loss": 0.7679693495030739, "train_acc": 0.8996282527881041, "test_loss": 0.46678506966793176, "test_acc": 0.8295454545454546, "best_acc": 0.8295454545454546, "spike_rates": [0.09681312257752699, 0.11841931544682559, 0.1352171152830124, 0.15502826255910537, 0.1550573978353949], "spikes_per_sample": 419724.2174773756, "wall_time_s": 2.2003173828125, "timestamp": "2026-08-21T22:55:09.977663+00:00"}
+{"epoch": 47, "train_loss": 0.7522023322413846, "train_acc": 0.9089219330855018, "test_loss": 0.3948089588772167, "test_acc": 0.8712121212121212, "best_acc": 0.8712121212121212, "spike_rates": [0.09435737615122515, 0.11662472959826975, 0.13398652918198528, 0.153900129830136, 0.1568763703107834], "spikes_per_sample": 411914.5903563348, "wall_time_s": 2.2143771648406982, "timestamp": "2026-08-21T22:55:12.224051+00:00"}
+{"epoch": 48, "train_loss": 0.7150766862812539, "train_acc": 0.9386617100371747, "test_loss": 0.4353445452271086, "test_acc": 0.8484848484848485, "best_acc": 0.8712121212121212, "spike_rates": [0.09357505949104533, 0.11549974934143178, 0.1317302093786352, 0.154121533036232, 0.15188229259322672], "spikes_per_sample": 407900.23981900455, "wall_time_s": 2.2035672664642334, "timestamp": "2026-08-21T22:55:14.460663+00:00"}
+{"epoch": 49, "train_loss": 0.7204524743955818, "train_acc": 0.9349442379182156, "test_loss": 0.42845936887192004, "test_acc": 0.8636363636363636, "best_acc": 0.8712121212121212, "spike_rates": [0.09522546871620066, 0.11446262063348994, 0.12832907280501196, 0.14886153883793773, 0.1503513735883376], "spikes_per_sample": 407788.08059954754, "wall_time_s": 2.2048909664154053, "timestamp": "2026-08-21T22:55:16.691785+00:00"}
+{"epoch": 50, "train_loss": 0.6827200555890023, "train_acc": 0.9609665427509294, "test_loss": 0.38412081201871234, "test_acc": 0.8863636363636364, "best_acc": 0.8863636363636364, "spike_rates": [0.09479092543616015, 0.11214790624730728, 0.12904019215527704, 0.1466271807165707, 0.15103881324038787], "spikes_per_sample": 404535.29779411765, "wall_time_s": 2.2062413692474365, "timestamp": "2026-08-21T22:55:18.924209+00:00"}
+{"epoch": 51, "train_loss": 0.6942010617167533, "train_acc": 0.9460966542750929, "test_loss": 0.34692754528739234, "test_acc": 0.8977272727272727, "best_acc": 0.8977272727272727, "spike_rates": [0.09633966842118431, 0.11179554155644249, 0.1285816045368419, 0.14315593330299153, 0.15025139731519363], "spikes_per_sample": 406713.26753393665, "wall_time_s": 2.2074930667877197, "timestamp": "2026-08-21T22:55:21.163793+00:00"}
+{"epoch": 52, "train_loss": 0.6778647979395983, "train_acc": 0.9479553903345725, "test_loss": 0.3436337321093588, "test_acc": 0.8787878787878788, "best_acc": 0.8977272727272727, "spike_rates": [0.09715184832320493, 0.11202176879434024, 0.12792612962863026, 0.1428241615786272, 0.14038016953889063], "spikes_per_sample": 408184.7222850679, "wall_time_s": 2.2054173946380615, "timestamp": "2026-08-21T22:55:23.401644+00:00"}
+{"epoch": 53, "train_loss": 0.6970627130628961, "train_acc": 0.949814126394052, "test_loss": 0.3566383520762126, "test_acc": 0.8939393939393939, "best_acc": 0.8977272727272727, "spike_rates": [0.09665896743535995, 0.11203570094178705, 0.12938202128690832, 0.14457147261675665, 0.14216895138516145], "spikes_per_sample": 408171.05288461543, "wall_time_s": 2.1987617015838623, "timestamp": "2026-08-21T22:55:25.626043+00:00"}
+{"epoch": 54, "train_loss": 0.6880004948842924, "train_acc": 0.9442379182156134, "test_loss": 0.3835443177006461, "test_acc": 0.9090909090909091, "best_acc": 0.9090909090909091, "spike_rates": [0.09644023679635104, 0.1130079250125324, 0.13030220568180084, 0.14572054498335896, 0.14234732792657964], "spikes_per_sample": 409366.89578619914, "wall_time_s": 2.206483840942383, "timestamp": "2026-08-21T22:55:27.858820+00:00"}
+{"epoch": 55, "train_loss": 0.6741960593758906, "train_acc": 0.9591078066914498, "test_loss": 0.5226399302482605, "test_acc": 0.8068181818181818, "best_acc": 0.9090909090909091, "spike_rates": [0.09700281129163854, 0.11514331181259717, 0.1290005673380459, 0.1445747517487582, 0.14173749352202697], "spikes_per_sample": 411948.0920531674, "wall_time_s": 2.2050516605377197, "timestamp": "2026-08-21T22:55:30.095157+00:00"}
+{"epoch": 56, "train_loss": 0.6740732133166941, "train_acc": 0.9609665427509294, "test_loss": 0.33467995578592474, "test_acc": 0.9128787878787878, "best_acc": 0.9128787878787878, "spike_rates": [0.09757802284815732, 0.11330879041377236, 0.12647775078521056, 0.14479381371946895, 0.14062669172006495], "spikes_per_sample": 409927.373020362, "wall_time_s": 2.202200412750244, "timestamp": "2026-08-21T22:55:32.324905+00:00"}
+{"epoch": 57, "train_loss": 0.6529200803834709, "train_acc": 0.9684014869888475, "test_loss": 0.34680974302869855, "test_acc": 0.8863636363636364, "best_acc": 0.9128787878787878, "spike_rates": [0.09771061118911295, 0.11379375001963447, 0.1271338388323784, 0.1431418289156521, 0.14099868518464706], "spikes_per_sample": 410843.16416855203, "wall_time_s": 2.2013583183288574, "timestamp": "2026-08-21T22:55:34.558456+00:00"}
+{"epoch": 58, "train_loss": 0.6688749836723158, "train_acc": 0.9591078066914498, "test_loss": 0.4384008366050142, "test_acc": 0.8560606060606061, "best_acc": 0.9128787878787878, "spike_rates": [0.09748570226571139, 0.11316009830026065, 0.12643413158024058, 0.14126404944588156, 0.13726886055048773], "spikes_per_sample": 409063.23854638013, "wall_time_s": 2.1976747512817383, "timestamp": "2026-08-21T22:55:36.783663+00:00"}
+{"epoch": 59, "train_loss": 0.676849406226417, "train_acc": 0.9609665427509294, "test_loss": 0.39239799615108606, "test_acc": 0.8825757575757576, "best_acc": 0.9128787878787878, "spike_rates": [0.09626257068970624, 0.11186009952250649, 0.12693438021575704, 0.14025568874443278, 0.14107701620634863], "spikes_per_sample": 405296.8431843891, "wall_time_s": 2.199767827987671, "timestamp": "2026-08-21T22:55:39.010505+00:00"}
+{"epoch": 60, "train_loss": 0.6807891622351891, "train_acc": 0.9479553903345725, "test_loss": 0.38731400894396234, "test_acc": 0.8825757575757576, "best_acc": 0.9128787878787878, "spike_rates": [0.09464731549515444, 0.1111720191205249, 0.12789159487275517, 0.14128178095116334, 0.1439275101703756], "spikes_per_sample": 401847.6921662896, "wall_time_s": 2.2000110149383545, "timestamp": "2026-08-21T22:55:41.235537+00:00"}
+{"epoch": 61, "train_loss": 0.6557935600387119, "train_acc": 0.966542750929368, "test_loss": 0.401970001784238, "test_acc": 0.875, "best_acc": 0.9128787878787878, "spike_rates": [0.09434343348531161, 0.11195081910666298, 0.12688871516900904, 0.14065617848845088, 0.14349261715131648], "spikes_per_sample": 401416.7798359728, "wall_time_s": 2.1996288299560547, "timestamp": "2026-08-21T22:55:43.474565+00:00"}
+{"epoch": 62, "train_loss": 0.6514586691076427, "train_acc": 0.9572490706319703, "test_loss": 0.35033513741059735, "test_acc": 0.9053030303030303, "best_acc": 0.9128787878787878, "spike_rates": [0.09450824339600171, 0.1132069988285794, 0.12639087438583374, 0.1396144120132222, 0.14049364363445954], "spikes_per_sample": 402657.969739819, "wall_time_s": 2.197873115539551, "timestamp": "2026-08-21T22:55:45.699088+00:00"}
+{"epoch": 63, "train_loss": 0.644938902340857, "train_acc": 0.9795539033457249, "test_loss": 0.332175508593068, "test_acc": 0.9090909090909091, "best_acc": 0.9128787878787878, "spike_rates": [0.09374423412715688, 0.11334340405814788, 0.12701749713981852, 0.14135687842088587, 0.14171085988774018], "spikes_per_sample": 401765.2231334842, "wall_time_s": 2.202723503112793, "timestamp": "2026-08-21T22:55:47.928237+00:00"}
+{"epoch": 64, "train_loss": 0.6466016020473494, "train_acc": 0.9646840148698885, "test_loss": 0.3119091445749456, "test_acc": 0.9166666666666666, "best_acc": 0.9166666666666666, "spike_rates": [0.0938917157404563, 0.11390426886432312, 0.12555262753192117, 0.14111719149000504, 0.13970514080103705], "spikes_per_sample": 401846.0960124434, "wall_time_s": 2.2025837898254395, "timestamp": "2026-08-21T22:55:50.158394+00:00"}
+{"epoch": 65, "train_loss": 0.6281801865446524, "train_acc": 0.9851301115241635, "test_loss": 0.376279432665218, "test_acc": 0.9166666666666666, "best_acc": 0.9166666666666666, "spike_rates": [0.0938890269573997, 0.11275266242377899, 0.12452119632678874, 0.14136982840650222, 0.1442045157446581], "spikes_per_sample": 400161.4956165158, "wall_time_s": 2.2113592624664307, "timestamp": "2026-08-21T22:55:52.401541+00:00"}
+{"epoch": 66, "train_loss": 0.6411205550108701, "train_acc": 0.9739776951672863, "test_loss": 0.42537150419119635, "test_acc": 0.8674242424242424, "best_acc": 0.9166666666666666, "spike_rates": [0.0944759999127949, 0.1129520842257668, 0.12506569746662588, 0.13992154510582194, 0.14473025325466604], "spikes_per_sample": 401702.54072398186, "wall_time_s": 2.197211742401123, "timestamp": "2026-08-21T22:55:54.625749+00:00"}
+{"epoch": 67, "train_loss": 0.6088199161242375, "train_acc": 0.9944237918215614, "test_loss": 0.3246496482328935, "test_acc": 0.8977272727272727, "best_acc": 0.9166666666666666, "spike_rates": [0.09427116986583262, 0.11278284954674103, 0.12442813506897758, 0.1402199329698787, 0.14516388581079595], "spikes_per_sample": 400803.86170814483, "wall_time_s": 2.1982157230377197, "timestamp": "2026-08-21T22:55:56.850704+00:00"}
+{"epoch": 68, "train_loss": 0.6288349929795389, "train_acc": 0.9814126394052045, "test_loss": 0.31140443772980664, "test_acc": 0.9166666666666666, "best_acc": 0.9166666666666666, "spike_rates": [0.09423308337436002, 0.112170670838917, 0.1233789745499106, 0.1374628359780592, 0.14396985138163848], "spikes_per_sample": 399161.29341063346, "wall_time_s": 2.2019526958465576, "timestamp": "2026-08-21T22:55:59.080311+00:00"}
+{"epoch": 69, "train_loss": 0.6296068257115588, "train_acc": 0.9776951672862454, "test_loss": 0.3701859477794532, "test_acc": 0.8939393939393939, "best_acc": 0.9166666666666666, "spike_rates": [0.09465608219890033, 0.11243694012655932, 0.1234365280936746, 0.13680378040846655, 0.14513706196756923], "spikes_per_sample": 400280.89720022626, "wall_time_s": 2.206817626953125, "timestamp": "2026-08-21T22:56:01.312647+00:00"}
+{"epoch": 70, "train_loss": 0.6329396267362687, "train_acc": 0.9814126394052045, "test_loss": 0.3097131044575662, "test_acc": 0.9090909090909091, "best_acc": 0.9166666666666666, "spike_rates": [0.09507807519506006, 0.11229024257730036, 0.1230836256461985, 0.13661107245613546, 0.14419619563747854], "spikes_per_sample": 400793.3409219457, "wall_time_s": 2.207064628601074, "timestamp": "2026-08-21T22:56:03.545998+00:00"}
+{"epoch": 71, "train_loss": 0.6202605858611352, "train_acc": 0.9851301115241635, "test_loss": 0.45567372170361603, "test_acc": 0.8598484848484849, "best_acc": 0.9166666666666666, "spike_rates": [0.09431880624855266, 0.11123948588090785, 0.12228039082358866, 0.1358020989333882, 0.14354562584091635], "spikes_per_sample": 397566.60845588235, "wall_time_s": 2.2078232765197754, "timestamp": "2026-08-21T22:56:05.778970+00:00"}
+{"epoch": 72, "train_loss": 0.6264563302568343, "train_acc": 0.983271375464684, "test_loss": 0.31130533371910907, "test_acc": 0.9166666666666666, "best_acc": 0.9166666666666666, "spike_rates": [0.09503334935973673, 0.11223543742123772, 0.1232044797609834, 0.13598786908037522, 0.14406632325228522], "spikes_per_sample": 400623.7854920815, "wall_time_s": 2.1999545097351074, "timestamp": "2026-08-21T22:56:08.007219+00:00"}
+{"epoch": 73, "train_loss": 0.6282866430991644, "train_acc": 0.9758364312267658, "test_loss": 0.3210868248433778, "test_acc": 0.9242424242424242, "best_acc": 0.9242424242424242, "spike_rates": [0.09485848642447416, 0.11229557719300776, 0.12233641918967753, 0.1369011682622573, 0.14498019393752604], "spikes_per_sample": 399991.75961538457, "wall_time_s": 2.2012782096862793, "timestamp": "2026-08-21T22:56:10.234105+00:00"}
+{"epoch": 74, "train_loss": 0.6188110946279476, "train_acc": 0.9721189591078067, "test_loss": 0.34437687740181433, "test_acc": 0.9015151515151515, "best_acc": 0.9242424242424242, "spike_rates": [0.09407065151368871, 0.11156363478478264, 0.1227208542473176, 0.13741880479980917, 0.14637052136309006], "spikes_per_sample": 397851.89097850677, "wall_time_s": 2.207582473754883, "timestamp": "2026-08-21T22:56:12.473485+00:00"}
+{"epoch": 75, "train_loss": 0.6009022050630648, "train_acc": 0.9869888475836431, "test_loss": 0.31907027508273267, "test_acc": 0.9128787878787878, "best_acc": 0.9242424242424242, "spike_rates": [0.09363243772703059, 0.11119277819114573, 0.12290617692119934, 0.13632208722479203, 0.1434347927570343], "spikes_per_sample": 396473.8643947964, "wall_time_s": 2.2009782791137695, "timestamp": "2026-08-21T22:56:14.702168+00:00"}
+{"epoch": 76, "train_loss": 0.6210955831198001, "train_acc": 0.983271375464684, "test_loss": 0.34601803801276465, "test_acc": 0.8977272727272727, "best_acc": 0.9242424242424242, "spike_rates": [0.09360255958402858, 0.11085940546849195, 0.1224698196439182, 0.13479388812009027, 0.14135436713695526], "spikes_per_sample": 395614.57423642534, "wall_time_s": 2.19917893409729, "timestamp": "2026-08-21T22:56:16.927190+00:00"}
+{"epoch": 77, "train_loss": 0.6109898298646438, "train_acc": 0.9869888475836431, "test_loss": 0.2997270059404951, "test_acc": 0.928030303030303, "best_acc": 0.928030303030303, "spike_rates": [0.09397217324551414, 0.11066947395310682, 0.12216953889412038, 0.13463780020966248, 0.1424410202923943], "spikes_per_sample": 396020.8823529412, "wall_time_s": 2.2010345458984375, "timestamp": "2026-08-21T22:56:19.153898+00:00"}
+{"epoch": 78, "train_loss": 0.6056363693400386, "train_acc": 0.9869888475836431, "test_loss": 0.3693112794196967, "test_acc": 0.8977272727272727, "best_acc": 0.928030303030303, "spike_rates": [0.09443824431475471, 0.11063738693209256, 0.12165177482015946, 0.13381951872040243, 0.14054040347828584], "spikes_per_sample": 396570.9741233032, "wall_time_s": 2.203153133392334, "timestamp": "2026-08-21T22:56:21.391228+00:00"}
+{"epoch": 79, "train_loss": 0.6159891198115721, "train_acc": 0.9851301115241635, "test_loss": 0.35284197195009753, "test_acc": 0.9204545454545454, "best_acc": 0.928030303030303, "spike_rates": [0.09422779872136958, 0.11088162748252645, 0.12097576041431989, 0.1348571803639917, 0.1447262316942215], "spikes_per_sample": 396201.82522624434, "wall_time_s": 2.208244562149048, "timestamp": "2026-08-21T22:56:23.625084+00:00"}
+{"epoch": 80, "train_loss": 0.6034734734372136, "train_acc": 0.9869888475836431, "test_loss": 0.3269392360340465, "test_acc": 0.928030303030303, "best_acc": 0.928030303030303, "spike_rates": [0.09413501839427386, 0.11152200313175425, 0.12161101094063591, 0.13445688521160798, 0.14128696217256434], "spikes_per_sample": 396931.32678167423, "wall_time_s": 2.2028427124023438, "timestamp": "2026-08-21T22:56:25.854104+00:00"}
+{"epoch": 81, "train_loss": 0.6018487381226069, "train_acc": 0.9851301115241635, "test_loss": 0.31877340602152276, "test_acc": 0.9090909090909091, "best_acc": 0.928030303030303, "spike_rates": [0.09417257195009905, 0.11067085581667283, 0.12167775806258707, 0.13500707640367396, 0.14307508924428156], "spikes_per_sample": 396239.44725678733, "wall_time_s": 2.202101707458496, "timestamp": "2026-08-21T22:56:28.083697+00:00"}
+{"epoch": 82, "train_loss": 0.5913399739336347, "train_acc": 0.9925650557620818, "test_loss": 0.3256010485417915, "test_acc": 0.9204545454545454, "best_acc": 0.928030303030303, "spike_rates": [0.0945381793905707, 0.11157350811888189, 0.12145994165364433, 0.13486859903616064, 0.14204629466814153], "spikes_per_sample": 397811.6613404978, "wall_time_s": 2.2046117782592773, "timestamp": "2026-08-21T22:56:30.315917+00:00"}
+{"epoch": 83, "train_loss": 0.5952525382591446, "train_acc": 0.9925650557620818, "test_loss": 0.3082646131515503, "test_acc": 0.9242424242424242, "best_acc": 0.928030303030303, "spike_rates": [0.09466990039629095, 0.11065886344979792, 0.12108175193562228, 0.13419076537384705, 0.14046531828010783], "spikes_per_sample": 396829.1925904978, "wall_time_s": 2.2086470127105713, "timestamp": "2026-08-21T22:56:32.551358+00:00"}
+{"epoch": 84, "train_loss": 0.5944703786346549, "train_acc": 0.9888475836431226, "test_loss": 0.2993273705695615, "test_acc": 0.928030303030303, "best_acc": 0.928030303030303, "spike_rates": [0.09507387394414228, 0.11086094072636436, 0.12133579745012171, 0.1340717375278473, 0.14054811965016759], "spikes_per_sample": 398006.212811086, "wall_time_s": 2.2080793380737305, "timestamp": "2026-08-21T22:56:34.787691+00:00"}
+{"epoch": 85, "train_loss": 0.6064091679331981, "train_acc": 0.9869888475836431, "test_loss": 0.31360516132730426, "test_acc": 0.928030303030303, "best_acc": 0.928030303030303, "spike_rates": [0.09459923383067637, 0.11152957116856295, 0.12118455679977641, 0.13433539166170008, 0.14349964261054993], "spikes_per_sample": 397692.9017251131, "wall_time_s": 2.2085742950439453, "timestamp": "2026-08-21T22:56:37.022082+00:00"}
+{"epoch": 86, "train_loss": 0.5933185250785714, "train_acc": 0.9944237918215614, "test_loss": 0.3158422898162495, "test_acc": 0.928030303030303, "best_acc": 0.928030303030303, "spike_rates": [0.09408919600879445, 0.11117828286745969, 0.12093536599594004, 0.13451346229104436, 0.14132602425182567], "spikes_per_sample": 396129.08470022626, "wall_time_s": 2.201218843460083, "timestamp": "2026-08-21T22:56:39.248315+00:00"}
+{"epoch": 87, "train_loss": 0.5930669868302612, "train_acc": 0.9907063197026023, "test_loss": 0.313923592820312, "test_acc": 0.9166666666666666, "best_acc": 0.928030303030303, "spike_rates": [0.09479882086024564, 0.11185992246164995, 0.12126048961106468, 0.13430981600985809, 0.14347530375508702], "spikes_per_sample": 398492.5831447964, "wall_time_s": 2.2086338996887207, "timestamp": "2026-08-21T22:56:41.482798+00:00"}
+{"epoch": 88, "train_loss": 0.5970222859134461, "train_acc": 0.9925650557620818, "test_loss": 0.3187472928654064, "test_acc": 0.9128787878787878, "best_acc": 0.928030303030303, "spike_rates": [0.09465854834107791, 0.11143272370100021, 0.1206282302737236, 0.13347538516801946, 0.14162716094185324], "spikes_per_sample": 397294.185520362, "wall_time_s": 2.2102653980255127, "timestamp": "2026-08-21T22:56:43.720040+00:00"}
+{"epoch": 89, "train_loss": 0.5892900465589473, "train_acc": 0.9907063197026023, "test_loss": 0.305875405217662, "test_acc": 0.9166666666666666, "best_acc": 0.928030303030303, "spike_rates": [0.09434949913445641, 0.11177000885500628, 0.12096659444710788, 0.13333479797138886, 0.13943669638212988], "spikes_per_sample": 397141.76739253395, "wall_time_s": 2.206141710281372, "timestamp": "2026-08-21T22:56:45.952051+00:00"}
+{"epoch": 90, "train_loss": 0.5887104423515859, "train_acc": 0.9962825278810409, "test_loss": 0.29511472627972113, "test_acc": 0.928030303030303, "best_acc": 0.928030303030303, "spike_rates": [0.09409720056197222, 0.11130195417824913, 0.1209679662304766, 0.1338836603304919, 0.1416609409977408], "spikes_per_sample": 396212.00933257915, "wall_time_s": 2.201148748397827, "timestamp": "2026-08-21T22:56:48.178365+00:00"}
+{"epoch": 91, "train_loss": 0.5971558253561254, "train_acc": 0.9925650557620818, "test_loss": 0.3181074478409507, "test_acc": 0.9204545454545454, "best_acc": 0.928030303030303, "spike_rates": [0.09412597689558477, 0.1111309256623773, 0.12059972698197645, 0.13376167153610902, 0.14125855091740103], "spikes_per_sample": 395881.57154977374, "wall_time_s": 2.204878330230713, "timestamp": "2026-08-21T22:56:50.408512+00:00"}
+{"epoch": 92, "train_loss": 0.5802513181498503, "train_acc": 0.9962825278810409, "test_loss": 0.3155062555363684, "test_acc": 0.9242424242424242, "best_acc": 0.928030303030303, "spike_rates": [0.09395880295949824, 0.11139403195942149, 0.12036108707680422, 0.13380258574205287, 0.14027508392053492], "spikes_per_sample": 395678.35605203616, "wall_time_s": 2.2100837230682373, "timestamp": "2026-08-21T22:56:52.644594+00:00"}
+{"epoch": 93, "train_loss": 0.5947689250056185, "train_acc": 0.9944237918215614, "test_loss": 0.326292126919284, "test_acc": 0.9204545454545454, "best_acc": 0.928030303030303, "spike_rates": [0.09419354927890441, 0.1114543650080176, 0.1209601624047055, 0.13385742113870733, 0.14176305777886333], "spikes_per_sample": 396567.67590497737, "wall_time_s": 2.2083539962768555, "timestamp": "2026-08-21T22:56:54.879496+00:00"}
+{"epoch": 94, "train_loss": 0.5957241058349609, "train_acc": 0.9944237918215614, "test_loss": 0.32432020523331384, "test_acc": 0.9166666666666666, "best_acc": 0.928030303030303, "spike_rates": [0.09405293359475977, 0.11119123460615382, 0.12100864815361359, 0.13401574422331416, 0.14078734113889582], "spikes_per_sample": 396034.8488404978, "wall_time_s": 2.2083449363708496, "timestamp": "2026-08-21T22:56:57.114490+00:00"}
+{"epoch": 95, "train_loss": 0.586276001203459, "train_acc": 0.9944237918215614, "test_loss": 0.294411301612854, "test_acc": 0.928030303030303, "best_acc": 0.928030303030303, "spike_rates": [0.09390157899435829, 0.110565206145539, 0.12048010966357063, 0.13337664919741013, 0.14030415170332966], "spikes_per_sample": 394695.85463800904, "wall_time_s": 2.2102460861206055, "timestamp": "2026-08-21T22:56:59.350727+00:00"}
+{"epoch": 96, "train_loss": 0.5915066746087766, "train_acc": 0.9944237918215614, "test_loss": 0.3160570462544759, "test_acc": 0.928030303030303, "best_acc": 0.928030303030303, "spike_rates": [0.09428669862887439, 0.11143394778756534, 0.12075753685306101, 0.1336103362195632, 0.1413458401665968], "spikes_per_sample": 396599.087811086, "wall_time_s": 2.205775499343872, "timestamp": "2026-08-21T22:57:01.585001+00:00"}
+{"epoch": 97, "train_loss": 0.5834098961273534, "train_acc": 0.9925650557620818, "test_loss": 0.30686741977026966, "test_acc": 0.9242424242424242, "best_acc": 0.928030303030303, "spike_rates": [0.09414601808085162, 0.11122929261011236, 0.12084362743531957, 0.13323365940767176, 0.14103764383231893], "spikes_per_sample": 396082.6025169683, "wall_time_s": 2.206164836883545, "timestamp": "2026-08-21T22:57:03.817851+00:00"}
+{"epoch": 98, "train_loss": 0.6028694198034067, "train_acc": 0.9888475836431226, "test_loss": 0.3116744142590147, "test_acc": 0.9242424242424242, "best_acc": 0.928030303030303, "spike_rates": [0.0941118514713119, 0.11120473900262047, 0.1210027871763005, 0.13383783838328192, 0.14138887209050796], "spikes_per_sample": 396150.7764423077, "wall_time_s": 2.2096831798553467, "timestamp": "2026-08-21T22:57:06.053972+00:00"}
+{"epoch": 99, "train_loss": 0.587294896739123, "train_acc": 0.9925650557620818, "test_loss": 0.2962067684892452, "test_acc": 0.9318181818181818, "best_acc": 0.9318181818181818, "spike_rates": [0.09419470587197472, 0.11129818199311986, 0.12065984659335192, 0.13346943434546976, 0.1405526075293036], "spikes_per_sample": 396187.7570701358, "wall_time_s": 2.2236952781677246, "timestamp": "2026-08-21T22:57:08.314594+00:00"}
+{"epoch": 100, "train_loss": 0.5924959528401882, "train_acc": 0.9925650557620818, "test_loss": 0.30166162053744, "test_acc": 0.9242424242424242, "best_acc": 0.9318181818181818, "spike_rates": [0.09411303392227958, 0.11118937502889072, 0.12070613135309781, 0.13313153999693253, 0.14025286891881159], "spikes_per_sample": 395879.2429298642, "wall_time_s": 2.2096214294433594, "timestamp": "2026-08-21T22:57:10.556565+00:00"}

opt8_ftbc_threshold_balance/opt8_ftbc_t8_lr0.5.gpu_telemetry.csv

@@ -0,0 +1,169 @@
+timestamp,index,utilization.gpu,utilization.memory,memory.used,memory.total,temperature.gpu,power.draw,clocks.sm
+2026/08/21 22:51:22.889, 0, 0, 0, 0, 15360, 62, 10.36, 300
+2026/08/21 22:51:22.906, 1, 0, 0, 0, 15360, 47, 9.86, 300
+2026/08/21 22:51:27.961, 0, 0, 0, 107, 15360, 63, 28.03, 585
+2026/08/21 22:51:27.971, 1, 0, 0, 123, 15360, 49, 27.04, 585
+2026/08/21 22:51:33.020, 0, 0, 0, 205, 15360, 64, 28.11, 585
+2026/08/21 22:51:33.030, 1, 100, 0, 205, 15360, 52, 39.88, 1590
+2026/08/21 22:51:38.076, 0, 0, 0, 205, 15360, 64, 28.11, 585
+2026/08/21 22:51:38.086, 1, 100, 0, 205, 15360, 54, 40.17, 1590
+2026/08/21 22:51:43.129, 0, 0, 0, 205, 15360, 65, 28.21, 585
+2026/08/21 22:51:43.139, 1, 100, 0, 205, 15360, 55, 40.47, 1590
+2026/08/21 22:51:48.182, 0, 0, 0, 205, 15360, 65, 28.31, 585
+2026/08/21 22:51:48.192, 1, 100, 0, 205, 15360, 56, 40.66, 1590
+2026/08/21 22:51:53.237, 0, 0, 0, 205, 15360, 65, 28.31, 585
+2026/08/21 22:51:53.248, 1, 100, 0, 205, 15360, 57, 40.57, 1590
+2026/08/21 22:51:58.296, 0, 0, 0, 205, 15360, 66, 28.41, 585
+2026/08/21 22:51:58.309, 1, 0, 0, 205, 15360, 56, 27.83, 585
+2026/08/21 22:52:03.357, 0, 0, 0, 205, 15360, 66, 28.60, 585
+2026/08/21 22:52:03.367, 1, 0, 0, 205, 15360, 56, 27.93, 585
+2026/08/21 22:52:08.414, 0, 0, 0, 205, 15360, 66, 28.51, 585
+2026/08/21 22:52:08.425, 1, 0, 0, 205, 15360, 57, 27.93, 585
+2026/08/21 22:52:13.472, 0, 0, 0, 205, 15360, 67, 28.60, 585
+2026/08/21 22:52:13.483, 1, 0, 0, 205, 15360, 57, 28.03, 585
+2026/08/21 22:52:18.532, 0, 0, 0, 205, 15360, 67, 28.60, 585
+2026/08/21 22:52:18.542, 1, 0, 0, 205, 15360, 57, 28.03, 585
+2026/08/21 22:52:23.595, 0, 0, 0, 205, 15360, 67, 28.70, 585
+2026/08/21 22:52:23.605, 1, 0, 0, 205, 15360, 58, 28.13, 585
+2026/08/21 22:52:28.652, 0, 0, 0, 205, 15360, 68, 28.80, 585
+2026/08/21 22:52:28.663, 1, 0, 0, 205, 15360, 58, 28.23, 585
+2026/08/21 22:52:33.712, 0, 0, 0, 205, 15360, 68, 28.80, 585
+2026/08/21 22:52:33.722, 1, 0, 0, 205, 15360, 58, 28.31, 585
+2026/08/21 22:52:38.768, 0, 0, 0, 205, 15360, 68, 28.90, 585
+2026/08/21 22:52:38.778, 1, 0, 0, 205, 15360, 59, 28.31, 585
+2026/08/21 22:52:43.831, 0, 0, 0, 341, 15360, 68, 28.90, 585
+2026/08/21 22:52:43.846, 1, 0, 0, 205, 15360, 59, 28.41, 585
+2026/08/21 22:52:48.895, 0, 0, 0, 341, 15360, 68, 29.00, 585
+2026/08/21 22:52:48.905, 1, 0, 0, 205, 15360, 59, 28.42, 585
+2026/08/21 22:52:53.953, 0, 0, 0, 341, 15360, 69, 29.00, 585
+2026/08/21 22:52:53.963, 1, 0, 0, 205, 15360, 60, 28.42, 585
+2026/08/21 22:52:59.010, 0, 100, 0, 395, 15360, 70, 43.57, 1590
+2026/08/21 22:52:59.018, 1, 0, 0, 205, 15360, 60, 28.51, 585
+2026/08/21 22:53:04.064, 0, 100, 0, 395, 15360, 71, 44.95, 1590
+2026/08/21 22:53:04.072, 1, 0, 0, 205, 15360, 60, 28.60, 585
+2026/08/21 22:53:09.117, 0, 100, 0, 395, 15360, 73, 45.24, 1590
+2026/08/21 22:53:09.125, 1, 0, 0, 205, 15360, 61, 28.70, 585
+2026/08/21 22:53:14.173, 0, 100, 0, 395, 15360, 74, 45.61, 1590
+2026/08/21 22:53:14.181, 1, 0, 0, 341, 15360, 61, 28.70, 585
+2026/08/21 22:53:19.227, 0, 100, 0, 395, 15360, 74, 45.90, 1590
+2026/08/21 22:53:19.235, 1, 0, 0, 341, 15360, 61, 28.80, 585
+2026/08/21 22:53:24.282, 0, 100, 0, 395, 15360, 76, 46.20, 1590
+2026/08/21 22:53:24.290, 1, 0, 0, 341, 15360, 62, 28.90, 585
+2026/08/21 22:53:29.337, 0, 96, 82, 2703, 15360, 78, 57.83, 1185
+2026/08/21 22:53:29.359, 1, 94, 83, 2703, 15360, 66, 63.24, 1155
+2026/08/21 22:53:34.411, 0, 98, 96, 2705, 15360, 79, 66.68, 1245
+2026/08/21 22:53:34.426, 1, 100, 0, 2703, 15360, 67, 43.87, 1590
+2026/08/21 22:53:39.472, 0, 96, 81, 2705, 15360, 81, 71.83, 1215
+2026/08/21 22:53:39.484, 1, 95, 81, 2703, 15360, 70, 65.94, 1320
+2026/08/21 22:53:44.567, 0, 96, 82, 2705, 15360, 82, 65.90, 1110
+2026/08/21 22:53:44.585, 1, 96, 83, 2703, 15360, 72, 58.12, 1305
+2026/08/21 22:53:49.642, 0, 95, 82, 2705, 15360, 82, 64.67, 1170
+2026/08/21 22:53:49.652, 1, 95, 80, 2703, 15360, 72, 68.15, 1290
+2026/08/21 22:53:54.715, 0, 84, 84, 2705, 15360, 81, 76.42, 1020
+2026/08/21 22:53:54.727, 1, 97, 22, 2703, 15360, 71, 58.61, 1155
+2026/08/21 22:53:59.788, 0, 96, 85, 2705, 15360, 79, 66.24, 1170
+2026/08/21 22:53:59.804, 1, 95, 84, 2703, 15360, 71, 64.28, 1275
+2026/08/21 22:54:04.853, 0, 95, 83, 2705, 15360, 78, 65.16, 1065
+2026/08/21 22:54:04.873, 1, 95, 81, 2703, 15360, 71, 81.20, 1125
+2026/08/21 22:54:09.926, 0, 96, 81, 2705, 15360, 77, 66.98, 1215
+2026/08/21 22:54:09.942, 1, 95, 82, 2703, 15360, 69, 42.98, 1560
+2026/08/21 22:54:14.988, 0, 96, 83, 2705, 15360, 76, 63.20, 1200
+2026/08/21 22:54:14.999, 1, 95, 83, 2703, 15360, 70, 57.47, 1290
+2026/08/21 22:54:20.057, 0, 97, 87, 2705, 15360, 75, 68.25, 1230
+2026/08/21 22:54:20.072, 1, 95, 83, 2703, 15360, 70, 62.16, 1290
+2026/08/21 22:54:25.126, 0, 95, 84, 2705, 15360, 75, 64.38, 1275
+2026/08/21 22:54:25.140, 1, 95, 82, 2703, 15360, 70, 68.39, 1185
+2026/08/21 22:54:30.197, 0, 92, 92, 2705, 15360, 75, 67.52, 1125
+2026/08/21 22:54:30.211, 1, 100, 0, 2703, 15360, 70, 75.15, 1155
+2026/08/21 22:54:35.266, 0, 95, 83, 2705, 15360, 75, 66.63, 1275
+2026/08/21 22:54:35.288, 1, 95, 85, 2703, 15360, 70, 61.91, 1170
+2026/08/21 22:54:40.352, 0, 95, 82, 2705, 15360, 76, 67.13, 1245
+2026/08/21 22:54:40.365, 1, 95, 82, 2703, 15360, 71, 61.71, 1335
+2026/08/21 22:54:45.417, 0, 97, 87, 2705, 15360, 76, 63.83, 1230
+2026/08/21 22:54:45.435, 1, 97, 63, 2703, 15360, 70, 44.65, 1590
+2026/08/21 22:54:50.482, 0, 97, 86, 2705, 15360, 76, 67.27, 1230
+2026/08/21 22:54:50.493, 1, 97, 86, 2703, 15360, 72, 66.82, 1275
+2026/08/21 22:54:55.548, 0, 96, 81, 2705, 15360, 77, 76.57, 1110
+2026/08/21 22:54:55.567, 1, 96, 82, 2703, 15360, 73, 74.37, 1230
+2026/08/21 22:55:00.627, 0, 95, 85, 2705, 15360, 77, 64.32, 1260
+2026/08/21 22:55:00.644, 1, 95, 82, 2703, 15360, 74, 65.45, 1140
+2026/08/21 22:55:05.703, 0, 85, 84, 2705, 15360, 78, 69.57, 1185
+2026/08/21 22:55:05.716, 1, 100, 14, 2703, 15360, 74, 66.49, 1275
+2026/08/21 22:55:10.771, 0, 96, 83, 2705, 15360, 78, 65.22, 1005
+2026/08/21 22:55:10.783, 1, 95, 82, 2703, 15360, 75, 67.02, 1125
+2026/08/21 22:55:15.841, 0, 96, 81, 2705, 15360, 78, 69.38, 1110
+2026/08/21 22:55:15.856, 1, 95, 83, 2703, 15360, 75, 62.16, 1140
+2026/08/21 22:55:20.917, 0, 96, 82, 2705, 15360, 78, 69.24, 1215
+2026/08/21 22:55:20.934, 1, 95, 81, 2703, 15360, 74, 72.66, 1560
+2026/08/21 22:55:25.986, 0, 95, 83, 2705, 15360, 78, 60.50, 1125
+2026/08/21 22:55:26.001, 1, 95, 75, 2703, 15360, 75, 63.24, 1155
+2026/08/21 22:55:31.057, 0, 95, 81, 2705, 15360, 77, 79.54, 1215
+2026/08/21 22:55:31.074, 1, 96, 81, 2703, 15360, 75, 56.98, 1200
+2026/08/21 22:55:36.132, 0, 95, 83, 2705, 15360, 77, 66.20, 1080
+2026/08/21 22:55:36.145, 1, 96, 82, 2703, 15360, 75, 69.13, 1095
+2026/08/21 22:55:41.203, 0, 96, 90, 2705, 15360, 77, 65.00, 1290
+2026/08/21 22:55:41.219, 1, 100, 0, 2703, 15360, 74, 46.89, 1590
+2026/08/21 22:55:46.266, 0, 95, 81, 2705, 15360, 77, 63.34, 1155
+2026/08/21 22:55:46.287, 1, 96, 81, 2703, 15360, 75, 73.44, 1110
+2026/08/21 22:55:51.340, 0, 96, 81, 2705, 15360, 77, 67.27, 1185
+2026/08/21 22:55:51.356, 1, 95, 84, 2703, 15360, 75, 62.40, 1170
+2026/08/21 22:55:56.407, 0, 95, 85, 2705, 15360, 77, 63.69, 1275
+2026/08/21 22:55:56.424, 1, 96, 84, 2703, 15360, 75, 68.29, 1125
+2026/08/21 22:56:01.475, 0, 84, 83, 2705, 15360, 76, 74.96, 1155
+2026/08/21 22:56:01.492, 1, 97, 68, 2703, 15360, 75, 62.65, 1200
+2026/08/21 22:56:06.544, 0, 96, 82, 2705, 15360, 76, 61.91, 1260
+2026/08/21 22:56:06.558, 1, 95, 84, 2703, 15360, 75, 66.08, 1095
+2026/08/21 22:56:11.612, 0, 95, 83, 2705, 15360, 76, 61.15, 1155
+2026/08/21 22:56:11.627, 1, 95, 81, 2703, 15360, 75, 64.42, 1095
+2026/08/21 22:56:16.682, 0, 98, 84, 2705, 15360, 76, 64.87, 1260
+2026/08/21 22:56:16.697, 1, 97, 57, 2703, 15360, 74, 41.53, 1515
+2026/08/21 22:56:21.742, 0, 95, 84, 2705, 15360, 77, 64.47, 1095
+2026/08/21 22:56:21.758, 1, 95, 80, 2703, 15360, 75, 64.32, 1080
+2026/08/21 22:56:26.814, 0, 96, 81, 2705, 15360, 77, 67.86, 1200
+2026/08/21 22:56:26.830, 1, 96, 86, 2703, 15360, 76, 64.06, 1170
+2026/08/21 22:56:31.880, 0, 95, 82, 2705, 15360, 77, 63.89, 1260
+2026/08/21 22:56:31.898, 1, 96, 82, 2703, 15360, 76, 66.88, 1050
+2026/08/21 22:56:36.956, 0, 97, 90, 2705, 15360, 77, 70.40, 1275
+2026/08/21 22:56:36.972, 1, 100, 0, 2703, 15360, 75, 47.18, 1590
+2026/08/21 22:56:42.017, 0, 97, 85, 2705, 15360, 77, 66.77, 1260
+2026/08/21 22:56:42.036, 1, 94, 80, 2703, 15360, 76, 56.78, 1245
+2026/08/21 22:56:47.088, 0, 95, 83, 2705, 15360, 77, 58.85, 1140
+2026/08/21 22:56:47.105, 1, 96, 83, 2703, 15360, 76, 77.54, 1110
+2026/08/21 22:56:52.158, 0, 96, 81, 2705, 15360, 77, 75.64, 1200
+2026/08/21 22:56:52.174, 1, 95, 79, 2703, 15360, 76, 64.96, 1155
+2026/08/21 22:56:57.222, 0, 98, 99, 2705, 15360, 77, 79.93, 1275
+2026/08/21 22:56:57.233, 1, 98, 28, 2703, 15360, 77, 76.13, 1095
+2026/08/21 22:57:02.291, 0, 96, 81, 2705, 15360, 77, 73.73, 1080
+2026/08/21 22:57:02.306, 1, 96, 80, 2703, 15360, 76, 69.42, 1155
+2026/08/21 22:57:07.361, 0, 96, 81, 2705, 15360, 77, 74.32, 1200
+2026/08/21 22:57:07.377, 1, 96, 80, 2703, 15360, 77, 67.26, 1185
+2026/08/21 22:57:12.427, 0, 79, 57, 2705, 15360, 77, 71.19, 1275
+2026/08/21 22:57:12.438, 1, 0, 0, 3, 15360, 74, 41.82, 720
+2026/08/21 22:57:17.483, 0, 83, 63, 2705, 15360, 77, 54.56, 1305
+2026/08/21 22:57:17.495, 1, 0, 0, 3, 15360, 69, 11.14, 300
+2026/08/21 22:57:22.548, 0, 100, 98, 4739, 15360, 77, 68.74, 1260
+2026/08/21 22:57:22.564, 1, 0, 0, 3, 15360, 66, 10.65, 300
+2026/08/21 22:57:27.619, 0, 81, 59, 4739, 15360, 77, 68.93, 1230
+2026/08/21 22:57:27.631, 1, 0, 0, 3, 15360, 64, 11.34, 300
+2026/08/21 22:57:32.685, 0, 82, 61, 4741, 15360, 77, 53.28, 1140
+2026/08/21 22:57:32.696, 1, 0, 0, 3, 15360, 62, 10.85, 300
+2026/08/21 22:57:37.750, 0, 79, 57, 4741, 15360, 77, 67.94, 1275
+2026/08/21 22:57:37.760, 1, 0, 0, 3, 15360, 60, 10.65, 300
+2026/08/21 22:57:42.815, 0, 84, 63, 4741, 15360, 77, 68.58, 1305
+2026/08/21 22:57:42.826, 1, 0, 0, 3, 15360, 59, 10.25, 300
+2026/08/21 22:57:47.881, 0, 40, 18, 4741, 15360, 77, 59.33, 1560
+2026/08/21 22:57:47.889, 1, 0, 0, 3, 15360, 58, 10.95, 300
+2026/08/21 22:57:52.943, 0, 62, 40, 4741, 15360, 77, 67.31, 1320
+2026/08/21 22:57:52.953, 1, 0, 0, 3, 15360, 56, 10.85, 300
+2026/08/21 22:57:58.006, 0, 81, 60, 4741, 15360, 77, 70.15, 1230
+2026/08/21 22:57:58.015, 1, 0, 0, 3, 15360, 55, 10.15, 300
+2026/08/21 22:58:03.070, 0, 84, 66, 4741, 15360, 77, 76.81, 1170
+2026/08/21 22:58:03.085, 1, 0, 0, 3, 15360, 54, 11.64, 300
+2026/08/21 22:58:08.145, 0, 78, 58, 4741, 15360, 77, 76.08, 1305
+2026/08/21 22:58:08.158, 1, 0, 0, 3, 15360, 53, 13.03, 300
+2026/08/21 22:58:13.213, 0, 57, 39, 4741, 15360, 77, 48.83, 1575
+2026/08/21 22:58:13.225, 1, 0, 0, 3, 15360, 52, 9.76, 300
+2026/08/21 22:58:18.280, 0, 62, 39, 4741, 15360, 77, 51.81, 1545
+2026/08/21 22:58:18.291, 1, 0, 0, 3, 15360, 51, 9.96, 300
+2026/08/21 22:58:23.345, 0, 98, 87, 4741, 15360, 77, 66.08, 1215
+2026/08/21 22:58:23.359, 1, 0, 0, 3, 15360, 50, 10.25, 300

opt8_ftbc_threshold_balance/opt8_ftbc_t8_lr0.5.summary.json

@@ -0,0 +1,92 @@
+{
+  "tag": "opt8_ftbc_t8_lr0.5",
+  "script": "opt8_ftbc_threshold_balance.py",
+  "script_sha256_16": "bd4d430801bedca5",
+  "hf_folder": "opt8_ftbc_threshold_balance",
+  "priority": 2,
+  "note": "",
+  "phase": 10,
+  "n_phases": 10,
+  "command": [
+    "/usr/bin/python3",
+    "-m",
+    "torch.distributed.run",
+    "--standalone",
+    "--nproc_per_node=2",
+    "/kaggle/temp/snn_runs/scripts/opt8_ftbc_threshold_balance.py",
+    "--epochs",
+    "100",
+    "--batch-size",
+    "32",
+    "--num-bins",
+    "16",
+    "--event-eval",
+    "--no-hf",
+    "--no-resume",
+    "--data-dir",
+    "/kaggle/temp/dvs128_data",
+    "--num-classes",
+    "11",
+    "--bench",
+    "--calibrate-thresh",
+    "--ftbc",
+    "--ftbc-target-ticks",
+    "8",
+    "--ftbc-lr",
+    "0.5"
+  ],
+  "flags": [
+    "--calibrate-thresh",
+    "--ftbc",
+    "--ftbc-target-ticks",
+    "8",
+    "--ftbc-lr",
+    "0.5"
+  ],
+  "epochs_requested": 100,
+  "epochs_completed": 100,
+  "batch_size_per_gpu": 32,
+  "num_bins_T": 16,
+  "gpus": 2,
+  "amp": false,
+  "exit_code": 0,
+  "status": "ok",
+  "duration_s": 423.3,
+  "sec_per_epoch": 4.23,
+  "started_utc": "2026-08-21T22:51:22.844452+00:00",
+  "finished_utc": "2026-08-21T22:58:26.150948+00:00",
+  "final_epoch_metrics": {
+    "epoch": 100,
+    "train_loss": 0.5924959528401882,
+    "train_acc": 0.9925650557620818,
+    "test_loss": 0.30166162053744,
+    "test_acc": 0.9242424242424242,
+    "best_acc": 0.9318181818181818,
+    "spike_rates": [
+      0.09411303392227958,
+      0.11118937502889072,
+      0.12070613135309781,
+      0.13313153999693253,
+      0.14025286891881159
+    ],
+    "spikes_per_sample": 395879.2429298642,
+    "wall_time_s": 2.2096214294433594,
+    "timestamp": "2026-08-21T22:57:10.556565+00:00"
+  },
+  "best": {
+    "epoch": 99,
+    "test_acc": 0.9318181818181818
+  },
+  "event_driven": {
+    "event_driven_test_acc": 0.9242424242424242,
+    "synaptic_ops_per_inference": 259404893.1076389
+  },
+  "driver_version": 1,
+  "zip": {
+    "name": "opt8_ftbc_t8_lr0.5.zip",
+    "files": 313,
+    "bytes": 1443005601,
+    "MB": 1443.0,
+    "sha256": "ff790c3c511d849c605b7a18ae9900539dfce8d79373aa7ccf61504eff756724"
+  }
+}

opt8_ftbc_threshold_balance/opt8_ftbc_t8_lr0.5.zip

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ff790c3c511d849c605b7a18ae9900539dfce8d79373aa7ccf61504eff756724
+size 1443005601