add run opt8_calib95.0_ftbc_t8

opt8_ftbc_threshold_balance/opt8_calib95.0_ftbc_t8.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_calib95.0_ftbc_t8,opt8_ftbc_threshold_balance.py,bd4d430801bedca5,9,2,--calibrate-thresh --calib-percentile 95.0 --ftbc --ftbc-target-ticks 8,aggressive clipping,2,False,32,16,100,1,2.6108713367171448,0.43866171003717475,4.315474091154156,0.19696969696969696,0.19696969696969696,437188.6609162896,2.679619550704956,2.7,2026-08-21T22:36:06.974073+00:00,0.09183391446576399,0.1306545532801572,0.15666790306568146,0.18198668518487146,0.19178211075418136,0.150585,"[0.09183391446576399, 0.1306545532801572, 0.15666790306568146, 0.18198668518487146, 0.19178211075418136]",1,132.37,0.09853,44.5,5406.0
+opt8_calib95.0_ftbc_t8,opt8_ftbc_threshold_balance.py,bd4d430801bedca5,9,2,--calibrate-thresh --calib-percentile 95.0 --ftbc --ftbc-target-ticks 8,aggressive clipping,2,False,32,16,100,2,1.9278965692094712,0.38847583643122674,2.001824472889756,0.29924242424242425,0.29924242424242425,453440.32423642534,2.1870362758636475,4.9,2026-08-21T22:36:09.195377+00:00,0.09295546526418012,0.13996335338143742,0.16333770664299235,0.18582464053350337,0.208008175387102,0.158018,"[0.09295546526418012, 0.13996335338143742, 0.16333770664299235, 0.18582464053350337, 0.208008175387102]",,,,,
+opt8_calib95.0_ftbc_t8,opt8_ftbc_threshold_balance.py,bd4d430801bedca5,9,2,--calibrate-thresh --calib-percentile 95.0 --ftbc --ftbc-target-ticks 8,aggressive clipping,2,False,32,16,100,3,1.7803620317168396,0.4033457249070632,1.7895065148671467,0.3371212121212121,0.3371212121212121,451433.1556843891,2.1938295364379883,7.1,2026-08-21T22:36:11.423097+00:00,0.0958009717219016,0.13399084438295925,0.1598078669870601,0.18684501420049107,0.20851275149513693,0.156991,"[0.0958009717219016, 0.13399084438295925, 0.1598078669870601, 0.18684501420049107, 0.20851275149513693]",1,131.74,0.08028,96.0,5408.0
+opt8_calib95.0_ftbc_t8,opt8_ftbc_threshold_balance.py,bd4d430801bedca5,9,2,--calibrate-thresh --calib-percentile 95.0 --ftbc --ftbc-target-ticks 8,aggressive clipping,2,False,32,16,100,4,1.722366106111321,0.4368029739776952,1.4743681206847683,0.4583333333333333,0.4583333333333333,462682.0691459276,2.189007043838501,9.2,2026-08-21T22:36:13.645448+00:00,0.09758787120089811,0.13848738898249233,0.16484418336082907,0.18811463520807378,0.20591214562163634,0.158989,"[0.09758787120089811, 0.13848738898249233, 0.16484418336082907, 0.18811463520807378, 0.20591214562163634]",,,,,
+opt8_calib95.0_ftbc_t8,opt8_ftbc_threshold_balance.py,bd4d430801bedca5,9,2,--calibrate-thresh --calib-percentile 95.0 --ftbc --ftbc-target-ticks 8,aggressive clipping,2,False,32,16,100,5,1.5866006745724872,0.4944237918215613,1.270389311241381,0.5303030303030303,0.5303030303030303,467119.123020362,2.2030045986175537,11.5,2026-08-21T22:36:15.880603+00:00,0.0956679468645769,0.1457470804452896,0.16656248709734747,0.18816757377456217,0.19882571609581218,0.158994,"[0.0956679468645769, 0.1457470804452896, 0.16656248709734747, 0.18816757377456217, 0.19882571609581218]",1,129.15,0.07903,95.0,5408.0
+opt8_calib95.0_ftbc_t8,opt8_ftbc_threshold_balance.py,bd4d430801bedca5,9,2,--calibrate-thresh --calib-percentile 95.0 --ftbc --ftbc-target-ticks 8,aggressive clipping,2,False,32,16,100,6,1.5308097800357634,0.533457249070632,1.6230666420676492,0.4621212121212121,0.5303030303030303,463091.70050904976,2.200902223587036,13.7,2026-08-21T22:36:18.113111+00:00,0.097978676943218,0.14183802376775181,0.15917646621956544,0.18202020490870757,0.18756866455078125,0.153716,"[0.097978676943218, 0.14183802376775181, 0.15917646621956544, 0.18202020490870757, 0.18756866455078125]",,,,,
+opt8_calib95.0_ftbc_t8,opt8_ftbc_threshold_balance.py,bd4d430801bedca5,9,2,--calibrate-thresh --calib-percentile 95.0 --ftbc --ftbc-target-ticks 8,aggressive clipping,2,False,32,16,100,7,1.4803027016522716,0.5427509293680297,1.2131132104180076,0.5340909090909091,0.5340909090909091,448271.79878393665,2.202371597290039,15.9,2026-08-21T22:36:20.340992+00:00,0.09560353396569982,0.13940345890381756,0.14746364162248723,0.17341849383185892,0.18534975367433884,0.148248,"[0.09560353396569982, 0.13940345890381756, 0.14746364162248723, 0.17341849383185892, 0.18534975367433884]",1,113.29,0.06931,96.5,5408.0
+opt8_calib95.0_ftbc_t8,opt8_ftbc_threshold_balance.py,bd4d430801bedca5,9,2,--calibrate-thresh --calib-percentile 95.0 --ftbc --ftbc-target-ticks 8,aggressive clipping,2,False,32,16,100,8,1.4232484053501853,0.5483271375464684,1.0469067503105511,0.5681818181818182,0.5681818181818182,442634.26682692306,2.2159478664398193,18.1,2026-08-21T22:36:22.589335+00:00,0.09373824210727916,0.1382936896646724,0.14656180493971882,0.1728364010067547,0.18379611916401806,0.147045,"[0.09373824210727916, 0.1382936896646724, 0.14656180493971882, 0.1728364010067547, 0.18379611916401806]",,,,,
+opt8_calib95.0_ftbc_t8,opt8_ftbc_threshold_balance.py,bd4d430801bedca5,9,2,--calibrate-thresh --calib-percentile 95.0 --ftbc --ftbc-target-ticks 8,aggressive clipping,2,False,32,16,100,9,1.403717557736932,0.5762081784386617,1.1878277334299954,0.5833333333333334,0.5833333333333334,443340.6356052036,2.2135462760925293,20.3,2026-08-21T22:36:24.836805+00:00,0.09413375354865018,0.1385364707778482,0.14736423597616308,0.16722538716652813,0.17634926035123713,0.144722,"[0.09413375354865018, 0.1385364707778482, 0.14736423597616308, 0.16722538716652813, 0.17634926035123713]",,,,,
+opt8_calib95.0_ftbc_t8,opt8_ftbc_threshold_balance.py,bd4d430801bedca5,9,2,--calibrate-thresh --calib-percentile 95.0 --ftbc --ftbc-target-ticks 8,aggressive clipping,2,False,32,16,100,10,1.3185923861748223,0.6449814126394052,0.9697366952896118,0.6666666666666666,0.6666666666666666,451280.42335972853,2.219935894012451,22.5,2026-08-21T22:36:27.088603+00:00,0.0939578957417432,0.141182038713904,0.1557712940608754,0.1755570839433109,0.1804028679342831,0.149374,"[0.0939578957417432, 0.141182038713904, 0.1557712940608754, 0.1755570839433109, 0.1804028679342831]",1,133.56,0.08236,94.5,5408.0
+opt8_calib95.0_ftbc_t8,opt8_ftbc_threshold_balance.py,bd4d430801bedca5,9,2,--calibrate-thresh --calib-percentile 95.0 --ftbc --ftbc-target-ticks 8,aggressive clipping,2,False,32,16,100,11,1.2511495081465485,0.6505576208178439,0.967414713267124,0.6136363636363636,0.6666666666666666,455507.57833710406,2.210150718688965,24.7,2026-08-21T22:36:29.332389+00:00,0.09540801144698087,0.14293186717173634,0.1556511608993306,0.17165919524781845,0.17130277875591726,0.147391,"[0.09540801144698087, 0.14293186717173634, 0.1556511608993306, 0.17165919524781845, 0.17130277875591726]",,,,,
+opt8_calib95.0_ftbc_t8,opt8_ftbc_threshold_balance.py,bd4d430801bedca5,9,2,--calibrate-thresh --calib-percentile 95.0 --ftbc --ftbc-target-ticks 8,aggressive clipping,2,False,32,16,100,12,1.236167364404104,0.6171003717472119,0.9656306541327274,0.6060606060606061,0.6666666666666666,462838.0053733032,2.2089061737060547,26.9,2026-08-21T22:36:31.567592+00:00,0.09995546893161886,0.14108463858856873,0.15406976377262788,0.17584145244430094,0.17259696213638082,0.14871,"[0.09995546893161886, 0.14108463858856873, 0.15406976377262788, 0.17584145244430094, 0.17259696213638082]",1,134.53,0.08255,95.5,5408.0
+opt8_calib95.0_ftbc_t8,opt8_ftbc_threshold_balance.py,bd4d430801bedca5,9,2,--calibrate-thresh --calib-percentile 95.0 --ftbc --ftbc-target-ticks 8,aggressive clipping,2,False,32,16,100,13,1.1974026890935507,0.6877323420074349,0.7789706262675199,0.7007575757575758,0.7007575757575758,472363.11156674207,2.2075588703155518,29.1,2026-08-21T22:36:33.800006+00:00,0.10880854506702985,0.13507751638398452,0.1498512064709383,0.17241260058739605,0.162736573640038,0.145777,"[0.10880854506702985, 0.13507751638398452, 0.1498512064709383, 0.17241260058739605, 0.162736573640038]",,,,,
+opt8_calib95.0_ftbc_t8,opt8_ftbc_threshold_balance.py,bd4d430801bedca5,9,2,--calibrate-thresh --calib-percentile 95.0 --ftbc --ftbc-target-ticks 8,aggressive clipping,2,False,32,16,100,14,1.116461326641664,0.7007434944237918,0.796225211837075,0.7121212121212122,0.7121212121212122,470186.51343325793,2.20578670501709,31.3,2026-08-21T22:36:36.040968+00:00,0.10951316751101438,0.13513695755425623,0.14538606738342957,0.16213534684742198,0.1593043821699479,0.142295,"[0.10951316751101438, 0.13513695755425623, 0.14538606738342957, 0.16213534684742198, 0.1593043821699479]",1,127.29,0.07799,96.0,5408.0
+opt8_calib95.0_ftbc_t8,opt8_ftbc_threshold_balance.py,bd4d430801bedca5,9,2,--calibrate-thresh --calib-percentile 95.0 --ftbc --ftbc-target-ticks 8,aggressive clipping,2,False,32,16,100,15,1.1249768822609714,0.70817843866171,0.8801165421803793,0.7045454545454546,0.7121212121212122,470777.35690045246,2.19856595993042,33.5,2026-08-21T22:36:38.276816+00:00,0.10719401477014318,0.1382832904072369,0.14861098896054661,0.16558419693918788,0.1608804736067267,0.144111,"[0.10719401477014318, 0.1382832904072369, 0.14861098896054661, 0.16558419693918788, 0.1608804736067267]",,,,,
+opt8_calib95.0_ftbc_t8,opt8_ftbc_threshold_balance.py,bd4d430801bedca5,9,2,--calibrate-thresh --calib-percentile 95.0 --ftbc --ftbc-target-ticks 8,aggressive clipping,2,False,32,16,100,16,1.133480056510982,0.6840148698884758,0.672550335074916,0.7234848484848485,0.7234848484848485,470404.715780543,2.1946473121643066,35.7,2026-08-21T22:36:40.500615+00:00,0.10623211895718294,0.14201312731294072,0.14598154495744145,0.1593712454333025,0.1517432375865824,0.141068,"[0.10623211895718294, 0.14201312731294072, 0.14598154495744145, 0.1593712454333025, 0.1517432375865824]",1,112.24,0.06842,98.5,5408.0
+opt8_calib95.0_ftbc_t8,opt8_ftbc_threshold_balance.py,bd4d430801bedca5,9,2,--calibrate-thresh --calib-percentile 95.0 --ftbc --ftbc-target-ticks 8,aggressive clipping,2,False,32,16,100,17,1.0819016398107253,0.7286245353159851,0.7861927151679993,0.6515151515151515,0.7234848484848485,446661.0386029412,2.192030429840088,37.9,2026-08-21T22:36:42.728317+00:00,0.09928465459276647,0.13741585612297058,0.13752852555583506,0.15964464580311494,0.156931674655746,0.138161,"[0.09928465459276647, 0.13741585612297058, 0.13752852555583506, 0.15964464580311494, 0.156931674655746]",,,,,
+opt8_calib95.0_ftbc_t8,opt8_ftbc_threshold_balance.py,bd4d430801bedca5,9,2,--calibrate-thresh --calib-percentile 95.0 --ftbc --ftbc-target-ticks 8,aggressive clipping,2,False,32,16,100,18,1.0213846903308172,0.7527881040892194,0.7333535281094637,0.7083333333333334,0.7234848484848485,441746.4386312217,2.1924209594726562,40.1,2026-08-21T22:36:44.947712+00:00,0.09632254479562535,0.13737600428216598,0.1397499161608079,0.16043945621041691,0.16532494040096507,0.139843,"[0.09632254479562535, 0.13737600428216598, 0.1397499161608079, 0.16043945621041691, 0.16532494040096507]",,,,,
+opt8_calib95.0_ftbc_t8,opt8_ftbc_threshold_balance.py,bd4d430801bedca5,9,2,--calibrate-thresh --calib-percentile 95.0 --ftbc --ftbc-target-ticks 8,aggressive clipping,2,False,32,16,100,19,1.0800708226554898,0.7286245353159851,0.6831515864892439,0.7159090909090909,0.7234848484848485,450686.73529411765,2.1932387351989746,42.3,2026-08-21T22:36:47.167032+00:00,0.09875685765462763,0.13814836915801554,0.14477278818102443,0.16332065182573655,0.16712730772355022,0.142425,"[0.09875685765462763, 0.13814836915801554, 0.14477278818102443, 0.16332065182573655, 0.16712730772355022]",1,130.97,0.07979,95.5,5408.0
+opt8_calib95.0_ftbc_t8,opt8_ftbc_threshold_balance.py,bd4d430801bedca5,9,2,--calibrate-thresh --calib-percentile 95.0 --ftbc --ftbc-target-ticks 8,aggressive clipping,2,False,32,16,100,20,1.0268729459840569,0.7546468401486989,0.7019176410906243,0.7121212121212122,0.7234848484848485,442435.4966063348,2.1873984336853027,44.5,2026-08-21T22:36:49.380113+00:00,0.10266399558852701,0.12734154173556497,0.13506519180886886,0.16319271308534286,0.16625241321675918,0.138903,"[0.10266399558852701, 0.12734154173556497, 0.13506519180886886, 0.16319271308534286, 0.16625241321675918]",,,,,
+opt8_calib95.0_ftbc_t8,opt8_ftbc_threshold_balance.py,bd4d430801bedca5,9,2,--calibrate-thresh --calib-percentile 95.0 --ftbc --ftbc-target-ticks 8,aggressive clipping,2,False,32,16,100,21,1.0267319067703304,0.741635687732342,0.7838401035829023,0.7045454545454546,0.7234848484848485,450283.36142533936,2.1948046684265137,46.7,2026-08-21T22:36:51.599981+00:00,0.10520192717804629,0.13046162356348598,0.13506479824290557,0.1578545868396759,0.16069339741678798,0.137855,"[0.10520192717804629, 0.13046162356348598, 0.13506479824290557, 0.1578545868396759, 0.16069339741678798]",1,136.24,0.08306,94.5,5408.0
+opt8_calib95.0_ftbc_t8,opt8_ftbc_threshold_balance.py,bd4d430801bedca5,9,2,--calibrate-thresh --calib-percentile 95.0 --ftbc --ftbc-target-ticks 8,aggressive clipping,2,False,32,16,100,22,0.9981963572448957,0.7769516728624535,0.7567543152606848,0.6856060606060606,0.7234848484848485,449602.972709276,2.1821086406707764,48.9,2026-08-21T22:36:53.808472+00:00,0.10467486740911708,0.13146567782934973,0.13473876171252308,0.1542956662528655,0.16185541275669546,0.137406,"[0.10467486740911708, 0.13146567782934973, 0.13473876171252308, 0.1542956662528655, 0.16185541275669546]",,,,,
+opt8_calib95.0_ftbc_t8,opt8_ftbc_threshold_balance.py,bd4d430801bedca5,9,2,--calibrate-thresh --calib-percentile 95.0 --ftbc --ftbc-target-ticks 8,aggressive clipping,2,False,32,16,100,23,1.0059464491876084,0.758364312267658,0.7426831072027033,0.7159090909090909,0.7234848484848485,451244.98882918555,2.182485818862915,51.1,2026-08-21T22:36:56.018754+00:00,0.10874353436862721,0.12895470068735235,0.1293194583233665,0.14382017622975743,0.15665337443351746,0.133498,"[0.10874353436862721, 0.12895470068735235, 0.1293194583233665, 0.14382017622975743, 0.15665337443351746]",1,140.13,0.08495,94.5,5408.0
+opt8_calib95.0_ftbc_t8,opt8_ftbc_threshold_balance.py,bd4d430801bedca5,9,2,--calibrate-thresh --calib-percentile 95.0 --ftbc --ftbc-target-ticks 8,aggressive clipping,2,False,32,16,100,24,0.9851049483930311,0.775092936802974,0.7887575138698925,0.6704545454545454,0.7234848484848485,453680.41883484164,2.1832802295684814,53.2,2026-08-21T22:36:58.230512+00:00,0.10929086234639673,0.12910134608254714,0.13026249671683593,0.14852985564400167,0.15934996832819545,0.135307,"[0.10929086234639673, 0.12910134608254714, 0.13026249671683593, 0.14852985564400167, 0.15934996832819545]",,,,,
+opt8_calib95.0_ftbc_t8,opt8_ftbc_threshold_balance.py,bd4d430801bedca5,9,2,--calibrate-thresh --calib-percentile 95.0 --ftbc --ftbc-target-ticks 8,aggressive clipping,2,False,32,16,100,25,0.9739618498596561,0.7825278810408922,0.6732853362054536,0.7196969696969697,0.7234848484848485,444452.1337669683,2.177812099456787,55.4,2026-08-21T22:37:00.435211+00:00,0.10425607947742238,0.12867667087737253,0.1317666471004486,0.15590596023727865,0.16173522437320037,0.136468,"[0.10425607947742238, 0.12867667087737253, 0.1317666471004486, 0.15590596023727865, 0.16173522437320037]",1,132.27,0.08002,95.5,5408.0
+opt8_calib95.0_ftbc_t8,opt8_ftbc_threshold_balance.py,bd4d430801bedca5,9,2,--calibrate-thresh --calib-percentile 95.0 --ftbc --ftbc-target-ticks 8,aggressive clipping,2,False,32,16,100,26,0.9835096384956048,0.7713754646840149,0.6263601725751703,0.7689393939393939,0.7689393939393939,450466.902290724,2.1892611980438232,57.6,2026-08-21T22:37:02.649515+00:00,0.10795270739232793,0.12530649935497956,0.1344925822580562,0.15873794783564174,0.1612318911973168,0.137544,"[0.10795270739232793, 0.12530649935497956, 0.1344925822580562, 0.15873794783564174, 0.1612318911973168]",,,,,
+opt8_calib95.0_ftbc_t8,opt8_ftbc_threshold_balance.py,bd4d430801bedca5,9,2,--calibrate-thresh --calib-percentile 95.0 --ftbc --ftbc-target-ticks 8,aggressive clipping,2,False,32,16,100,27,0.9684308496992827,0.8048327137546468,0.6857820135174375,0.6931818181818182,0.7689393939393939,466358.9742647059,2.1789848804473877,59.8,2026-08-21T22:37:04.860652+00:00,0.11512659139492933,0.12725992413128123,0.13253653224776774,0.1575497643036001,0.15887064530568965,0.138269,"[0.11512659139492933, 0.12725992413128123, 0.13253653224776774, 0.1575497643036001, 0.15887064530568965]",,,,,
+opt8_calib95.0_ftbc_t8,opt8_ftbc_threshold_balance.py,bd4d430801bedca5,9,2,--calibrate-thresh --calib-percentile 95.0 --ftbc --ftbc-target-ticks 8,aggressive clipping,2,False,32,16,100,28,0.9601194818666876,0.7732342007434945,0.6472243016416376,0.7348484848484849,0.7689393939393939,457195.8561934389,2.1797921657562256,62.0,2026-08-21T22:37:07.066967+00:00,0.10802712510613834,0.13277888736304114,0.1323604645097957,0.15783403375569513,0.15808076192350948,0.137816,"[0.10802712510613834, 0.13277888736304114, 0.1323604645097957, 0.15783403375569513, 0.15808076192350948]",1,147.96,0.08959,96.0,5408.0
+opt8_calib95.0_ftbc_t8,opt8_ftbc_threshold_balance.py,bd4d430801bedca5,9,2,--calibrate-thresh --calib-percentile 95.0 --ftbc --ftbc-target-ticks 8,aggressive clipping,2,False,32,16,100,29,0.9520860835078924,0.7992565055762082,0.5995960632960001,0.7765151515151515,0.7765151515151515,451675.39819004526,2.1908490657806396,64.2,2026-08-21T22:37:09.284028+00:00,0.10560331493616104,0.13512567825177135,0.12746389122570262,0.15560102462768555,0.1533675912548514,0.135432,"[0.10560331493616104, 0.13512567825177135, 0.12746389122570262, 0.15560102462768555, 0.1533675912548514]",,,,,
+opt8_calib95.0_ftbc_t8,opt8_ftbc_threshold_balance.py,bd4d430801bedca5,9,2,--calibrate-thresh --calib-percentile 95.0 --ftbc --ftbc-target-ticks 8,aggressive clipping,2,False,32,16,100,30,0.9322501946116025,0.7825278810408922,0.6126228950240395,0.7613636363636364,0.7765151515151515,459650.7751696832,2.185438632965088,66.3,2026-08-21T22:37:11.500447+00:00,0.10850608655635048,0.1365390384898466,0.1285233068115571,0.15436507936786203,0.15491161101004658,0.136569,"[0.10850608655635048, 0.1365390384898466, 0.1285233068115571, 0.15436507936786203, 0.15491161101004658]",1,119.34,0.07245,97.0,5408.0
+opt8_calib95.0_ftbc_t8,opt8_ftbc_threshold_balance.py,bd4d430801bedca5,9,2,--calibrate-thresh --calib-percentile 95.0 --ftbc --ftbc-target-ticks 8,aggressive clipping,2,False,32,16,100,31,0.9135061848119289,0.8215613382899628,0.60118650486975,0.7424242424242424,0.7765151515151515,451098.5960124434,2.1820716857910156,68.5,2026-08-21T22:37:13.709643+00:00,0.10671801558312248,0.13504928964025834,0.1234665061621105,0.15005723956753225,0.15196502471671386,0.133451,"[0.10671801558312248, 0.13504928964025834, 0.1234665061621105, 0.15005723956753225, 0.15196502471671386]",,,,,
+opt8_calib95.0_ftbc_t8,opt8_ftbc_threshold_balance.py,bd4d430801bedca5,9,2,--calibrate-thresh --calib-percentile 95.0 --ftbc --ftbc-target-ticks 8,aggressive clipping,2,False,32,16,100,32,0.9321668303145795,0.8048327137546468,0.6049786372618242,0.7651515151515151,0.7765151515151515,447388.57183257915,2.1807048320770264,70.7,2026-08-21T22:37:15.916383+00:00,0.10510341691620209,0.1341285302358515,0.12408785784945768,0.15242470713222728,0.15257522113182964,0.133664,"[0.10510341691620209, 0.1341285302358515, 0.12408785784945768, 0.15242470713222728, 0.15257522113182964]",1,68.79,0.04167,86.0,2705.0
+opt8_calib95.0_ftbc_t8,opt8_ftbc_threshold_balance.py,bd4d430801bedca5,9,2,--calibrate-thresh --calib-percentile 95.0 --ftbc --ftbc-target-ticks 8,aggressive clipping,2,False,32,16,100,33,0.8901125015379328,0.8327137546468402,0.7141131054271351,0.7310606060606061,0.7765151515151515,447281.41770361987,2.1820757389068604,72.9,2026-08-21T22:37:18.123640+00:00,0.10673229878439623,0.13117224942235386,0.12387477825669681,0.15025125706897063,0.14947872302111456,0.132302,"[0.10673229878439623, 0.13117224942235386, 0.12387477825669681, 0.15025125706897063, 0.14947872302111456]",1,69.07,0.04187,99.0,2703.0
+opt8_calib95.0_ftbc_t8,opt8_ftbc_threshold_balance.py,bd4d430801bedca5,9,2,--calibrate-thresh --calib-percentile 95.0 --ftbc --ftbc-target-ticks 8,aggressive clipping,2,False,32,16,100,34,0.8765859692513278,0.8382899628252788,0.5538974846854354,0.7765151515151515,0.7765151515151515,446539.7375565611,2.1819334030151367,75.1,2026-08-21T22:37:20.332128+00:00,0.10664342606768888,0.12959237221409292,0.12582060913829243,0.15079331222702475,0.1507650350823122,0.132723,"[0.10664342606768888, 0.12959237221409292, 0.12582060913829243, 0.15079331222702475, 0.1507650350823122]",,,,,
+opt8_calib95.0_ftbc_t8,opt8_ftbc_threshold_balance.py,bd4d430801bedca5,9,2,--calibrate-thresh --calib-percentile 95.0 --ftbc --ftbc-target-ticks 8,aggressive clipping,2,False,32,16,100,35,0.8883579145133716,0.828996282527881,0.6306518876191342,0.7424242424242424,0.7765151515151515,441778.82635746605,2.197859525680542,77.3,2026-08-21T22:37:22.558610+00:00,0.10496601462364197,0.1291221467887654,0.1250060665256837,0.14854738905149348,0.14723233177381403,0.130975,"[0.10496601462364197, 0.1291221467887654, 0.1250060665256837, 0.14854738905149348, 0.14723233177381403]",1,127.61,0.07791,96.0,5408.0
+opt8_calib95.0_ftbc_t8,opt8_ftbc_threshold_balance.py,bd4d430801bedca5,9,2,--calibrate-thresh --calib-percentile 95.0 --ftbc --ftbc-target-ticks 8,aggressive clipping,2,False,32,16,100,36,0.9072384993826147,0.8252788104089219,0.5965825283166134,0.7651515151515151,0.7765151515151515,436633.1255656109,2.18796706199646,79.5,2026-08-21T22:37:24.773811+00:00,0.10348098023849375,0.12877396888592663,0.12291594024966745,0.14426739338566275,0.14602355659008026,0.129092,"[0.10348098023849375, 0.12877396888592663, 0.12291594024966745, 0.14426739338566275, 0.14602355659008026]",,,,,
+opt8_calib95.0_ftbc_t8,opt8_ftbc_threshold_balance.py,bd4d430801bedca5,9,2,--calibrate-thresh --calib-percentile 95.0 --ftbc --ftbc-target-ticks 8,aggressive clipping,2,False,32,16,100,37,0.8631758237860017,0.8475836431226765,0.5346980094909668,0.7954545454545454,0.7954545454545454,435882.73897058825,2.190225839614868,81.6,2026-08-21T22:37:26.988280+00:00,0.1014198923812193,0.13110837866278255,0.12466339810806162,0.14584540268954108,0.14604868871324203,0.129817,"[0.1014198923812193, 0.13110837866278255, 0.12466339810806162, 0.14584540268954108, 0.14604868871324203]",1,148.74,0.09049,95.0,5408.0
+opt8_calib95.0_ftbc_t8,opt8_ftbc_threshold_balance.py,bd4d430801bedca5,9,2,--calibrate-thresh --calib-percentile 95.0 --ftbc --ftbc-target-ticks 8,aggressive clipping,2,False,32,16,100,38,0.8622975065805655,0.8605947955390335,0.5957659410707878,0.7462121212121212,0.7954545454545454,436526.1490384615,2.1853437423706055,83.8,2026-08-21T22:37:29.204453+00:00,0.10231228567221586,0.1309665502870784,0.12387849390506744,0.1411949939587537,0.13896496856913848,0.127463,"[0.10231228567221586, 0.1309665502870784, 0.12387849390506744, 0.1411949939587537, 0.13896496856913848]",,,,,
+opt8_calib95.0_ftbc_t8,opt8_ftbc_threshold_balance.py,bd4d430801bedca5,9,2,--calibrate-thresh --calib-percentile 95.0 --ftbc --ftbc-target-ticks 8,aggressive clipping,2,False,32,16,100,39,0.8057545534296993,0.8698884758364313,0.5241916866013498,0.7992424242424242,0.7992424242424242,432006.9416006787,2.1907103061676025,86.0,2026-08-21T22:37:31.421412+00:00,0.10507901889436386,0.1252015916740193,0.11631588024251602,0.13844203510705164,0.1449170699890922,0.125991,"[0.10507901889436386, 0.1252015916740193, 0.11631588024251602, 0.13844203510705164, 0.1449170699890922]",1,106.29,0.06468,96.5,5408.0
+opt8_calib95.0_ftbc_t8,opt8_ftbc_threshold_balance.py,bd4d430801bedca5,9,2,--calibrate-thresh --calib-percentile 95.0 --ftbc --ftbc-target-ticks 8,aggressive clipping,2,False,32,16,100,40,0.7879290235086888,0.8736059479553904,0.6028839169126569,0.803030303030303,0.803030303030303,430707.96054864256,2.18993878364563,88.2,2026-08-21T22:37:33.646244+00:00,0.10450816724230261,0.12434191782684888,0.11621645399752785,0.14442810679183288,0.1531118855756872,0.128521,"[0.10450816724230261, 0.12434191782684888, 0.11621645399752785, 0.14442810679183288, 0.1531118855756872]",,,,,
+opt8_calib95.0_ftbc_t8,opt8_ftbc_threshold_balance.py,bd4d430801bedca5,9,2,--calibrate-thresh --calib-percentile 95.0 --ftbc --ftbc-target-ticks 8,aggressive clipping,2,False,32,16,100,41,0.7966679436566662,0.8810408921933085,0.4414698066133441,0.8522727272727273,0.8522727272727273,424708.6867929864,2.1907503604888916,90.4,2026-08-21T22:37:35.869308+00:00,0.10351051127209383,0.1202619014417424,0.11613476714667152,0.14736447614781997,0.156766538234318,0.128808,"[0.10351051127209383, 0.1202619014417424, 0.11613476714667152, 0.14736447614781997, 0.156766538234318]",,,,,
+opt8_calib95.0_ftbc_t8,opt8_ftbc_threshold_balance.py,bd4d430801bedca5,9,2,--calibrate-thresh --calib-percentile 95.0 --ftbc --ftbc-target-ticks 8,aggressive clipping,2,False,32,16,100,42,0.782694024002685,0.9014869888475836,0.5684080033591299,0.803030303030303,0.8522727272727273,427606.3731617647,2.2073256969451904,92.6,2026-08-21T22:37:38.111424+00:00,0.10345534366719863,0.1227467261693057,0.11833929051371182,0.14186502817799063,0.15344780332901897,0.127971,"[0.10345534366719863, 0.1227467261693057, 0.11833929051371182, 0.14186502817799063, 0.15344780332901897]",1,128.49,0.07878,95.0,5408.0
+opt8_calib95.0_ftbc_t8,opt8_ftbc_threshold_balance.py,bd4d430801bedca5,9,2,--calibrate-thresh --calib-percentile 95.0 --ftbc --ftbc-target-ticks 8,aggressive clipping,2,False,32,16,100,43,0.7636751982359195,0.9070631970260223,0.5557022185036631,0.821969696969697,0.8522727272727273,430109.1374434389,2.200589418411255,94.8,2026-08-21T22:37:40.337424+00:00,0.10377793057876475,0.1259313471177045,0.11614135039203308,0.1397075767026228,0.1439334478448419,0.125898,"[0.10377793057876475, 0.1259313471177045, 0.11614135039203308, 0.1397075767026228, 0.1439334478448419]",,,,,
+opt8_calib95.0_ftbc_t8,opt8_ftbc_threshold_balance.py,bd4d430801bedca5,9,2,--calibrate-thresh --calib-percentile 95.0 --ftbc --ftbc-target-ticks 8,aggressive clipping,2,False,32,16,100,44,0.7586808288850749,0.9070631970260223,0.5410150840426936,0.8446969696969697,0.8522727272727273,427772.1614819005,2.2102651596069336,97.0,2026-08-21T22:37:42.573571+00:00,0.10427827782490674,0.12397683105048012,0.11367752578328638,0.13906121166313395,0.14893655215992646,0.125986,"[0.10427827782490674, 0.12397683105048012, 0.11367752578328638, 0.13906121166313395, 0.14893655215992646]",1,126.62,0.07774,95.5,5408.0
+opt8_calib95.0_ftbc_t8,opt8_ftbc_threshold_balance.py,bd4d430801bedca5,9,2,--calibrate-thresh --calib-percentile 95.0 --ftbc --ftbc-target-ticks 8,aggressive clipping,2,False,32,16,100,45,0.7546294646192218,0.9107806691449815,0.47522983406529284,0.8257575757575758,0.8522727272727273,425742.97977941175,2.193873405456543,99.2,2026-08-21T22:37:44.792669+00:00,0.10551385450012543,0.12182387402829002,0.11009909037281485,0.13540088429170496,0.14815062109161825,0.124198,"[0.10551385450012543, 0.12182387402829002, 0.11009909037281485, 0.13540088429170496, 0.14815062109161825]",,,,,
+opt8_calib95.0_ftbc_t8,opt8_ftbc_threshold_balance.py,bd4d430801bedca5,9,2,--calibrate-thresh --calib-percentile 95.0 --ftbc --ftbc-target-ticks 8,aggressive clipping,2,False,32,16,100,46,0.7646829399477594,0.9033457249070632,0.712452620267868,0.7462121212121212,0.8522727272727273,422927.20305429865,2.202756404876709,101.4,2026-08-21T22:37:47.021584+00:00,0.10340814949835048,0.12248574372600107,0.11204651699346654,0.13454243628417745,0.1477869477342157,0.124054,"[0.10340814949835048, 0.12248574372600107, 0.11204651699346654, 0.13454243628417745, 0.1477869477342157]",1,144.56,0.08845,95.5,5408.0
+opt8_calib95.0_ftbc_t8,opt8_ftbc_threshold_balance.py,bd4d430801bedca5,9,2,--calibrate-thresh --calib-percentile 95.0 --ftbc --ftbc-target-ticks 8,aggressive clipping,2,False,32,16,100,47,0.7527991373742823,0.9200743494423792,0.5501022356929202,0.8143939393939394,0.8522727272727273,418684.86071832577,2.2085342407226562,103.6,2026-08-21T22:37:49.255786+00:00,0.10332804436192793,0.11982757116065305,0.11024869277196772,0.13211183688219855,0.1445899553158704,0.122021,"[0.10332804436192793, 0.11982757116065305, 0.11024869277196772, 0.13211183688219855, 0.1445899553158704]",,,,,
+opt8_calib95.0_ftbc_t8,opt8_ftbc_threshold_balance.py,bd4d430801bedca5,9,2,--calibrate-thresh --calib-percentile 95.0 --ftbc --ftbc-target-ticks 8,aggressive clipping,2,False,32,16,100,48,0.7048477508321571,0.9386617100371747,1.0006234374913303,0.6818181818181818,0.8522727272727273,416271.79524886876,2.2037839889526367,105.8,2026-08-21T22:37:51.484515+00:00,0.1022129295503392,0.11955836634425555,0.11047415829756681,0.1326818089274799,0.14628808200359344,0.122243,"[0.1022129295503392, 0.11955836634425555, 0.11047415829756681, 0.1326818089274799, 0.14628808200359344]",1,116.6,0.07138,98.5,5408.0
+opt8_calib95.0_ftbc_t8,opt8_ftbc_threshold_balance.py,bd4d430801bedca5,9,2,--calibrate-thresh --calib-percentile 95.0 --ftbc --ftbc-target-ticks 8,aggressive clipping,2,False,32,16,100,49,0.7188500077307889,0.9330855018587361,0.3169904640226653,0.9128787878787878,0.9128787878787878,414171.45970022626,2.205388307571411,108.0,2026-08-21T22:37:53.718234+00:00,0.10059069097042084,0.11953175549998003,0.11194502124015022,0.1367659700267455,0.14909102197955637,0.123585,"[0.10059069097042084, 0.11953175549998003, 0.11194502124015022, 0.1367659700267455, 0.14909102197955637]",,,,,
+opt8_calib95.0_ftbc_t8,opt8_ftbc_threshold_balance.py,bd4d430801bedca5,9,2,--calibrate-thresh --calib-percentile 95.0 --ftbc --ftbc-target-ticks 8,aggressive clipping,2,False,32,16,100,50,0.6843860672309053,0.9609665427509294,0.4017137758659594,0.8598484848484849,0.9128787878787878,413734.8506787331,2.199286937713623,110.2,2026-08-21T22:37:55.947819+00:00,0.10072874672272626,0.11959179622285507,0.111437848823912,0.1329824389780269,0.14571950277861426,0.122092,"[0.10072874672272626, 0.11959179622285507, 0.111437848823912, 0.1329824389780269, 0.14571950277861426]",,,,,
+opt8_calib95.0_ftbc_t8,opt8_ftbc_threshold_balance.py,bd4d430801bedca5,9,2,--calibrate-thresh --calib-percentile 95.0 --ftbc --ftbc-target-ticks 8,aggressive clipping,2,False,32,16,100,51,0.7152354843554444,0.9442379182156134,0.3649117969202273,0.9090909090909091,0.9128787878787878,414233.905260181,2.206676959991455,112.4,2026-08-21T22:37:58.179982+00:00,0.10247951833640828,0.1187291351311347,0.10837574259323232,0.12824055201867046,0.14069193864569945,0.119703,"[0.10247951833640828, 0.1187291351311347, 0.10837574259323232, 0.12824055201867046, 0.14069193864569945]",1,137.04,0.084,95.0,5408.0
+opt8_calib95.0_ftbc_t8,opt8_ftbc_threshold_balance.py,bd4d430801bedca5,9,2,--calibrate-thresh --calib-percentile 95.0 --ftbc --ftbc-target-ticks 8,aggressive clipping,2,False,32,16,100,52,0.6712713808818378,0.9591078066914498,0.43882392392014014,0.8522727272727273,0.9128787878787878,409436.79440045246,2.202010154724121,114.6,2026-08-21T22:38:00.407514+00:00,0.1019023060798645,0.11640184810932945,0.10720379387631136,0.1243200933232027,0.13848844170570374,0.117663,"[0.1019023060798645, 0.11640184810932945, 0.10720379387631136, 0.1243200933232027, 0.13848844170570374]",,,,,
+opt8_calib95.0_ftbc_t8,opt8_ftbc_threshold_balance.py,bd4d430801bedca5,9,2,--calibrate-thresh --calib-percentile 95.0 --ftbc --ftbc-target-ticks 8,aggressive clipping,2,False,32,16,100,53,0.6826190669297285,0.9553903345724907,0.44773167010509607,0.8712121212121212,0.9128787878787878,407453.07338800904,2.2098581790924072,116.9,2026-08-21T22:38:02.643495+00:00,0.10258521314929514,0.11342782614862218,0.10603564232587814,0.1264982644249411,0.14208711683750153,0.118127,"[0.10258521314929514, 0.11342782614862218, 0.10603564232587814, 0.1264982644249411, 0.14208711683750153]",1,135.27,0.08304,96.0,5408.0
+opt8_calib95.0_ftbc_t8,opt8_ftbc_threshold_balance.py,bd4d430801bedca5,9,2,--calibrate-thresh --calib-percentile 95.0 --ftbc --ftbc-target-ticks 8,aggressive clipping,2,False,32,16,100,54,0.6795735150908006,0.9479553903345725,0.3633728925928925,0.8977272727272727,0.9128787878787878,405748.39479638013,2.2030341625213623,119.1,2026-08-21T22:38:04.874507+00:00,0.10166034146266825,0.11392295360565186,0.10540449794600992,0.12706731347476735,0.13871392344727235,0.117354,"[0.10166034146266825, 0.11392295360565186, 0.10540449794600992, 0.12706731347476735, 0.13871392344727235]",,,,,
+opt8_calib95.0_ftbc_t8,opt8_ftbc_threshold_balance.py,bd4d430801bedca5,9,2,--calibrate-thresh --calib-percentile 95.0 --ftbc --ftbc-target-ticks 8,aggressive clipping,2,False,32,16,100,55,0.6864523342550909,0.9479553903345725,0.3190210152304534,0.9204545454545454,0.9204545454545454,410403.3141968326,2.199995994567871,121.3,2026-08-21T22:38:07.098750+00:00,0.10030580136705847,0.11830005487974952,0.11020473478471532,0.1299206719678991,0.1406029576764387,0.119867,"[0.10030580136705847, 0.11830005487974952, 0.11020473478471532, 0.1299206719678991, 0.1406029576764387]",1,128.73,0.07867,96.5,5408.0
+opt8_calib95.0_ftbc_t8,opt8_ftbc_threshold_balance.py,bd4d430801bedca5,9,2,--calibrate-thresh --calib-percentile 95.0 --ftbc --ftbc-target-ticks 8,aggressive clipping,2,False,32,16,100,56,0.6583391139941588,0.9646840148698885,0.3521454885150447,0.8825757575757576,0.9204545454545454,409089.9346719457,2.1973178386688232,123.5,2026-08-21T22:38:09.328534+00:00,0.09926987307913163,0.11930108289508258,0.11019926430547938,0.1286577854086371,0.13789136444821076,0.119064,"[0.09926987307913163, 0.11930108289508258, 0.11019926430547938, 0.1286577854086371, 0.13789136444821076]",,,,,
+opt8_calib95.0_ftbc_t8,opt8_ftbc_threshold_balance.py,bd4d430801bedca5,9,2,--calibrate-thresh --calib-percentile 95.0 --ftbc --ftbc-target-ticks 8,aggressive clipping,2,False,32,16,100,57,0.6646456430392638,0.9646840148698885,0.33466260677034204,0.9166666666666666,0.9204545454545454,408748.52191742085,2.2129111289978027,125.7,2026-08-21T22:38:11.566281+00:00,0.10049156274865656,0.1174390254651799,0.10852631488267113,0.12791538370006225,0.140846667044303,0.119044,"[0.10049156274865656, 0.1174390254651799, 0.10852631488267113, 0.12791538370006225, 0.140846667044303]",1,129.19,0.07941,90.0,5408.0
+opt8_calib95.0_ftbc_t8,opt8_ftbc_threshold_balance.py,bd4d430801bedca5,9,2,--calibrate-thresh --calib-percentile 95.0 --ftbc --ftbc-target-ticks 8,aggressive clipping,2,False,32,16,100,58,0.6679864545737058,0.9535315985130112,0.34342963496843976,0.9015151515151515,0.9204545454545454,407195.7492929864,2.2022440433502197,127.9,2026-08-21T22:38:13.795564+00:00,0.10141239227617488,0.1152560697758899,0.10704214739448883,0.12502233596409068,0.1364902485819424,0.117045,"[0.10141239227617488, 0.1152560697758899, 0.10704214739448883, 0.12502233596409068, 0.1364902485819424]",,,,,
+opt8_calib95.0_ftbc_t8,opt8_ftbc_threshold_balance.py,bd4d430801bedca5,9,2,--calibrate-thresh --calib-percentile 95.0 --ftbc --ftbc-target-ticks 8,aggressive clipping,2,False,32,16,100,59,0.665738936693695,0.9591078066914498,0.39613112220258423,0.8901515151515151,0.9204545454545454,405623.63758484164,2.201308488845825,130.1,2026-08-21T22:38:16.021973+00:00,0.09990399506162195,0.11645133968661814,0.10791783429243985,0.1240532810197157,0.13704412123736212,0.117074,"[0.09990399506162195, 0.11645133968661814, 0.10791783429243985, 0.1240532810197157, 0.13704412123736212]",1,128.36,0.07849,96.0,5408.0
+opt8_calib95.0_ftbc_t8,opt8_ftbc_threshold_balance.py,bd4d430801bedca5,9,2,--calibrate-thresh --calib-percentile 95.0 --ftbc --ftbc-target-ticks 8,aggressive clipping,2,False,32,16,100,60,0.6693638583098203,0.9516728624535316,0.4166777594522996,0.8825757575757576,0.9204545454545454,405851.82819570135,2.2072560787200928,132.3,2026-08-21T22:38:18.255482+00:00,0.09983396530151367,0.11672133864725337,0.10796052611926023,0.12446036715717877,0.13902691795545466,0.117601,"[0.09983396530151367, 0.11672133864725337, 0.10796052611926023, 0.12446036715717877, 0.13902691795545466]",,,,,
+opt8_calib95.0_ftbc_t8,opt8_ftbc_threshold_balance.py,bd4d430801bedca5,9,2,--calibrate-thresh --calib-percentile 95.0 --ftbc --ftbc-target-ticks 8,aggressive clipping,2,False,32,16,100,61,0.6486360428501682,0.966542750929368,0.37419181204203406,0.9166666666666666,0.9204545454545454,404179.3998868778,2.201406478881836,134.5,2026-08-21T22:38:20.484091+00:00,0.09920453455518274,0.11756083851351458,0.10603028360535116,0.12286133056177813,0.1375724138582454,0.116646,"[0.09920453455518274, 0.11756083851351458, 0.10603028360535116, 0.12286133056177813, 0.1375724138582454]",,,,,
+opt8_calib95.0_ftbc_t8,opt8_ftbc_threshold_balance.py,bd4d430801bedca5,9,2,--calibrate-thresh --calib-percentile 95.0 --ftbc --ftbc-target-ticks 8,aggressive clipping,2,False,32,16,100,62,0.6338436147094216,0.9851301115241635,0.32224885058222397,0.9090909090909091,0.9204545454545454,404856.07975113124,2.210045099258423,136.7,2026-08-21T22:38:22.721304+00:00,0.10062646602883059,0.11639422572710935,0.10407494490637499,0.1224075932713116,0.13795517823275397,0.116292,"[0.10062646602883059, 0.11639422572710935, 0.10407494490637499, 0.1224075932713116, 0.13795517823275397]",1,138.56,0.08506,95.0,5408.0
+opt8_calib95.0_ftbc_t8,opt8_ftbc_threshold_balance.py,bd4d430801bedca5,9,2,--calibrate-thresh --calib-percentile 95.0 --ftbc --ftbc-target-ticks 8,aggressive clipping,2,False,32,16,100,63,0.6394219974602908,0.9758364312267658,0.3047426162344037,0.9318181818181818,0.9318181818181818,405531.5871040724,2.204209089279175,138.9,2026-08-21T22:38:24.954782+00:00,0.10105669673751383,0.11574466789469999,0.10484527708852992,0.122825987637043,0.1374596646603416,0.116386,"[0.10105669673751383, 0.11574466789469999, 0.10484527708852992, 0.122825987637043, 0.1374596646603416]",,,,,
+opt8_calib95.0_ftbc_t8,opt8_ftbc_threshold_balance.py,bd4d430801bedca5,9,2,--calibrate-thresh --calib-percentile 95.0 --ftbc --ftbc-target-ticks 8,aggressive clipping,2,False,32,16,100,64,0.6375297875209369,0.9702602230483272,0.33304260987224,0.9318181818181818,0.9318181818181818,402136.9128959276,2.2012672424316406,141.1,2026-08-21T22:38:27.188590+00:00,0.09952483939773896,0.11504043682533152,0.10557618255124372,0.12422505985288058,0.13622132031356587,0.116118,"[0.09952483939773896, 0.11504043682533152, 0.10557618255124372, 0.12422505985288058, 0.13622132031356587]",1,108.79,0.06652,96.5,5408.0
+opt8_calib95.0_ftbc_t8,opt8_ftbc_threshold_balance.py,bd4d430801bedca5,9,2,--calibrate-thresh --calib-percentile 95.0 --ftbc --ftbc-target-ticks 8,aggressive clipping,2,False,32,16,100,65,0.6314529528405144,0.9758364312267658,0.40770236560792633,0.9090909090909091,0.9318181818181818,403530.683540724,2.204256296157837,143.3,2026-08-21T22:38:29.420119+00:00,0.09957296532743118,0.11655307780293857,0.10480030363096911,0.12497301706496407,0.13821599325712988,0.116823,"[0.09957296532743118, 0.11655307780293857, 0.10480030363096911, 0.12497301706496407, 0.13821599325712988]",,,,,
+opt8_calib95.0_ftbc_t8,opt8_ftbc_threshold_balance.py,bd4d430801bedca5,9,2,--calibrate-thresh --calib-percentile 95.0 --ftbc --ftbc-target-ticks 8,aggressive clipping,2,False,32,16,100,66,0.6236671993723589,0.9795539033457249,0.4625268867521575,0.8484848484848485,0.9318181818181818,405940.73105203616,2.20432186126709,145.5,2026-08-21T22:38:31.650749+00:00,0.10117578637950561,0.11660208377768011,0.10351847331313525,0.12272896924439598,0.13373329271288478,0.115552,"[0.10117578637950561, 0.11660208377768011, 0.10351847331313525, 0.12272896924439598, 0.13373329271288478]",,,,,
+opt8_calib95.0_ftbc_t8,opt8_ftbc_threshold_balance.py,bd4d430801bedca5,9,2,--calibrate-thresh --calib-percentile 95.0 --ftbc --ftbc-target-ticks 8,aggressive clipping,2,False,32,16,100,67,0.5969666758877638,0.9925650557620818,0.3078087459911,0.9356060606060606,0.9356060606060606,406154.9360859728,2.2084834575653076,147.7,2026-08-21T22:38:33.884343+00:00,0.1018405902911635,0.11608385689118329,0.10262713668977513,0.12137086601818309,0.13496828780454748,0.115378,"[0.1018405902911635, 0.11608385689118329, 0.10262713668977513, 0.12137086601818309, 0.13496828780454748]",1,129.28,0.07931,95.5,5408.0
+opt8_calib95.0_ftbc_t8,opt8_ftbc_threshold_balance.py,bd4d430801bedca5,9,2,--calibrate-thresh --calib-percentile 95.0 --ftbc --ftbc-target-ticks 8,aggressive clipping,2,False,32,16,100,68,0.6214147398462969,0.9851301115241635,0.32000318982384424,0.9166666666666666,0.9356060606060606,403969.0349264706,2.1993041038513184,149.9,2026-08-21T22:38:36.115477+00:00,0.10097215105505551,0.11602103096597335,0.10238447960685282,0.12010951953775742,0.1341269480831483,0.114723,"[0.10097215105505551, 0.11602103096597335, 0.10238447960685282, 0.12010951953775742, 0.1341269480831483]",,,,,
+opt8_calib95.0_ftbc_t8,opt8_ftbc_threshold_balance.py,bd4d430801bedca5,9,2,--calibrate-thresh --calib-percentile 95.0 --ftbc --ftbc-target-ticks 8,aggressive clipping,2,False,32,16,100,69,0.6113569211339419,0.9814126394052045,0.31755867329510773,0.9128787878787878,0.9356060606060606,403521.22794117645,2.206012487411499,152.1,2026-08-21T22:38:38.349299+00:00,0.10051505618235644,0.11586509294369642,0.10344058231395833,0.12098234628929812,0.1349064926890766,0.115142,"[0.10051505618235644, 0.11586509294369642, 0.10344058231395833, 0.12098234628929812, 0.1349064926890766]",1,123.57,0.07572,96.0,5408.0
+opt8_calib95.0_ftbc_t8,opt8_ftbc_threshold_balance.py,bd4d430801bedca5,9,2,--calibrate-thresh --calib-percentile 95.0 --ftbc --ftbc-target-ticks 8,aggressive clipping,2,False,32,16,100,70,0.6140989729906103,0.9739776951672863,0.31435990062626923,0.9204545454545454,0.9356060606060606,405056.9078054299,2.2004899978637695,154.3,2026-08-21T22:38:40.577571+00:00,0.1006436321665259,0.1162910570993143,0.10465254722272649,0.12230879725778804,0.13619092369780822,0.116017,"[0.1006436321665259, 0.1162910570993143, 0.10465254722272649, 0.12230879725778804, 0.13619092369780822]",,,,,
+opt8_calib95.0_ftbc_t8,opt8_ftbc_threshold_balance.py,bd4d430801bedca5,9,2,--calibrate-thresh --calib-percentile 95.0 --ftbc --ftbc-target-ticks 8,aggressive clipping,2,False,32,16,100,71,0.6115861231509637,0.983271375464684,0.3183323795145208,0.9090909090909091,0.9356060606060606,399665.48670814483,2.2144665718078613,156.5,2026-08-21T22:38:42.817507+00:00,0.09896368752507602,0.11522213588742648,0.10353289676063201,0.12116734289071139,0.13479918066193075,0.114737,"[0.09896368752507602, 0.11522213588742648, 0.10353289676063201, 0.12116734289071139, 0.13479918066193075]",1,138.79,0.08537,95.0,5408.0
+opt8_calib95.0_ftbc_t8,opt8_ftbc_threshold_balance.py,bd4d430801bedca5,9,2,--calibrate-thresh --calib-percentile 95.0 --ftbc --ftbc-target-ticks 8,aggressive clipping,2,False,32,16,100,72,0.6240709337603204,0.9795539033457249,0.30297255606362317,0.928030303030303,0.9356060606060606,400993.6614819005,2.2032017707824707,158.7,2026-08-21T22:38:45.046532+00:00,0.0995869706658756,0.11583088776644539,0.10279304972466301,0.11956216351074331,0.1325233254362555,0.114059,"[0.0995869706658756, 0.11583088776644539, 0.10279304972466301, 0.11956216351074331, 0.1325233254362555]",,,,,
+opt8_calib95.0_ftbc_t8,opt8_ftbc_threshold_balance.py,bd4d430801bedca5,9,2,--calibrate-thresh --calib-percentile 95.0 --ftbc --ftbc-target-ticks 8,aggressive clipping,2,False,32,16,100,73,0.6096959284690233,0.9869888475836431,0.31754642363750574,0.8977272727272727,0.9356060606060606,400414.98062782804,2.1989309787750244,160.9,2026-08-21T22:38:47.271162+00:00,0.09891425862031825,0.11624139459694133,0.1033547621439485,0.1202800782287822,0.1341653369805392,0.114591,"[0.09891425862031825, 0.11624139459694133, 0.1033547621439485, 0.1202800782287822, 0.1341653369805392]",1,111.5,0.06811,99.0,5408.0
+opt8_calib95.0_ftbc_t8,opt8_ftbc_threshold_balance.py,bd4d430801bedca5,9,2,--calibrate-thresh --calib-percentile 95.0 --ftbc --ftbc-target-ticks 8,aggressive clipping,2,False,32,16,100,74,0.6022173469837714,0.9888475836431226,0.40114039634213305,0.9053030303030303,0.9356060606060606,399448.1292420815,2.2010645866394043,163.1,2026-08-21T22:38:49.498788+00:00,0.09859563673243803,0.11550480477950152,0.10415695958277758,0.12063241136424682,0.13511519659967983,0.114801,"[0.09859563673243803, 0.11550480477950152, 0.10415695958277758, 0.12063241136424682, 0.13511519659967983]",,,,,
+opt8_calib95.0_ftbc_t8,opt8_ftbc_threshold_balance.py,bd4d430801bedca5,9,2,--calibrate-thresh --calib-percentile 95.0 --ftbc --ftbc-target-ticks 8,aggressive clipping,2,False,32,16,100,75,0.6139565817042354,0.9814126394052045,0.2990689074451273,0.9318181818181818,0.9356060606060606,399016.07423642534,2.2044336795806885,165.3,2026-08-21T22:38:51.729586+00:00,0.09867232862640829,0.11491487525841769,0.10438124879318125,0.11990020511781468,0.135517137892106,0.114677,"[0.09867232862640829, 0.11491487525841769, 0.10438124879318125, 0.11990020511781468, 0.135517137892106]",,,,,
+opt8_calib95.0_ftbc_t8,opt8_ftbc_threshold_balance.py,bd4d430801bedca5,9,2,--calibrate-thresh --calib-percentile 95.0 --ftbc --ftbc-target-ticks 8,aggressive clipping,2,False,32,16,100,76,0.6150918206317717,0.9869888475836431,0.2765757775667942,0.9242424242424242,0.9356060606060606,398319.2166289593,2.20564866065979,167.5,2026-08-21T22:38:53.962282+00:00,0.09871451556682587,0.11488988294320948,0.10296185270828359,0.11994856990435544,0.13318278509027817,0.11394,"[0.09871451556682587, 0.11488988294320948, 0.10296185270828359, 0.11994856990435544, 0.13318278509027817]",1,134.62,0.08248,96.0,5408.0
+opt8_calib95.0_ftbc_t8,opt8_ftbc_threshold_balance.py,bd4d430801bedca5,9,2,--calibrate-thresh --calib-percentile 95.0 --ftbc --ftbc-target-ticks 8,aggressive clipping,2,False,32,16,100,77,0.5904939467135858,0.9907063197026023,0.2948566097201723,0.9318181818181818,0.9356060606060606,397611.80033936654,2.199385643005371,169.7,2026-08-21T22:38:56.188325+00:00,0.09883972388856552,0.11452339721076629,0.10161827636115692,0.1208072173244813,0.13409351338358486,0.113976,"[0.09883972388856552, 0.11452339721076629, 0.10161827636115692, 0.1208072173244813, 0.13409351338358486]",,,,,
+opt8_calib95.0_ftbc_t8,opt8_ftbc_threshold_balance.py,bd4d430801bedca5,9,2,--calibrate-thresh --calib-percentile 95.0 --ftbc --ftbc-target-ticks 8,aggressive clipping,2,False,32,16,100,78,0.6044221343161005,0.9888475836431226,0.31370686581640533,0.928030303030303,0.9356060606060606,398769.32664027147,2.1956429481506348,171.9,2026-08-21T22:38:58.410879+00:00,0.09944667535669663,0.1147000228657442,0.10136044025421143,0.1196239353979335,0.1328324193463606,0.113593,"[0.09944667535669663, 0.1147000228657442, 0.10136044025421143, 0.1196239353979335, 0.1328324193463606]",1,129.67,0.07909,96.5,5408.0
+opt8_calib95.0_ftbc_t8,opt8_ftbc_threshold_balance.py,bd4d430801bedca5,9,2,--calibrate-thresh --calib-percentile 95.0 --ftbc --ftbc-target-ticks 8,aggressive clipping,2,False,32,16,100,79,0.5945757202056261,0.9981412639405205,0.29351333686799713,0.9393939393939394,0.9393939393939394,399720.9066742081,2.2003440856933594,174.1,2026-08-21T22:39:00.638548+00:00,0.09956726388019674,0.11496356348781024,0.10222415319260429,0.11926173769375857,0.13473866354016698,0.114151,"[0.09956726388019674, 0.11496356348781024, 0.10222415319260429, 0.11926173769375857, 0.13473866354016698]",,,,,
+opt8_calib95.0_ftbc_t8,opt8_ftbc_threshold_balance.py,bd4d430801bedca5,9,2,--calibrate-thresh --calib-percentile 95.0 --ftbc --ftbc-target-ticks 8,aggressive clipping,2,False,32,16,100,80,0.5921351147407049,0.9907063197026023,0.3044427208828204,0.9204545454545454,0.9393939393939394,399186.58272058825,2.2026731967926025,176.3,2026-08-21T22:39:02.873307+00:00,0.09943959467551287,0.1147877424955368,0.10213407041395411,0.11908074030104805,0.13337876691537745,0.113764,"[0.09943959467551287, 0.1147877424955368, 0.10213407041395411, 0.11908074030104805, 0.13337876691537745]",1,146.96,0.08992,95.0,5408.0
+opt8_calib95.0_ftbc_t8,opt8_ftbc_threshold_balance.py,bd4d430801bedca5,9,2,--calibrate-thresh --calib-percentile 95.0 --ftbc --ftbc-target-ticks 8,aggressive clipping,2,False,32,16,100,81,0.6108576746235107,0.9869888475836431,0.2834561051744403,0.9356060606060606,0.9393939393939394,398201.126979638,2.200936794281006,178.5,2026-08-21T22:39:05.100621+00:00,0.09916633499019287,0.11418006350012387,0.10258619531112559,0.11897384112372118,0.13345333495560815,0.113672,"[0.09916633499019287, 0.11418006350012387, 0.10258619531112559, 0.11897384112372118, 0.13345333495560815]",,,,,
+opt8_calib95.0_ftbc_t8,opt8_ftbc_threshold_balance.py,bd4d430801bedca5,9,2,--calibrate-thresh --calib-percentile 95.0 --ftbc --ftbc-target-ticks 8,aggressive clipping,2,False,32,16,100,82,0.5974833757017625,0.9907063197026023,0.3000400021220698,0.9242424242424242,0.9393939393939394,399036.9609728507,2.2072360515594482,180.7,2026-08-21T22:39:07.334700+00:00,0.09946694049765081,0.11434732596663867,0.10258087384350159,0.11917462112272487,0.13426515810629902,0.113967,"[0.09946694049765081, 0.11434732596663867, 0.10258087384350159, 0.11917462112272487, 0.13426515810629902]",1,116.2,0.07124,92.5,5408.0
+opt8_calib95.0_ftbc_t8,opt8_ftbc_threshold_balance.py,bd4d430801bedca5,9,2,--calibrate-thresh --calib-percentile 95.0 --ftbc --ftbc-target-ticks 8,aggressive clipping,2,False,32,16,100,83,0.5915684941532887,0.9925650557620818,0.3036281105243798,0.9356060606060606,0.9393939393939394,399245.0318156109,2.2113687992095947,183.0,2026-08-21T22:39:09.571604+00:00,0.0996297917821828,0.11412728709333084,0.10278974867918912,0.11914578649927587,0.13322381412281709,0.113783,"[0.0996297917821828, 0.11412728709333084, 0.10278974867918912, 0.11914578649927587, 0.13322381412281709]",,,,,
+opt8_calib95.0_ftbc_t8,opt8_ftbc_threshold_balance.py,bd4d430801bedca5,9,2,--calibrate-thresh --calib-percentile 95.0 --ftbc --ftbc-target-ticks 8,aggressive clipping,2,False,32,16,100,84,0.5907095980910121,0.9925650557620818,0.2938334508375688,0.9318181818181818,0.9393939393939394,400675.83003393665,2.2105236053466797,185.2,2026-08-21T22:39:11.809671+00:00,0.10038789054926704,0.11419629437081955,0.10239022444276248,0.11893334765644635,0.1338358232203652,0.113949,"[0.10038789054926704, 0.11419629437081955, 0.10239022444276248, 0.11893334765644635, 0.1338358232203652]",,,,,
+opt8_calib95.0_ftbc_t8,opt8_ftbc_threshold_balance.py,bd4d430801bedca5,9,2,--calibrate-thresh --calib-percentile 95.0 --ftbc --ftbc-target-ticks 8,aggressive clipping,2,False,32,16,100,85,0.592795027676125,0.9925650557620818,0.33877175775441254,0.9204545454545454,0.9393939393939394,399576.684530543,2.2110276222229004,187.4,2026-08-21T22:39:14.047511+00:00,0.10024766580146902,0.11372728470493765,0.10185728572747287,0.1186563162242665,0.13390191600603216,0.113678,"[0.10024766580146902, 0.11372728470493765, 0.10185728572747287, 0.1186563162242665, 0.13390191600603216]",1,152.89,0.0939,95.5,5408.0
+opt8_calib95.0_ftbc_t8,opt8_ftbc_threshold_balance.py,bd4d430801bedca5,9,2,--calibrate-thresh --calib-percentile 95.0 --ftbc --ftbc-target-ticks 8,aggressive clipping,2,False,32,16,100,86,0.6004430319296826,0.9944237918215614,0.3200795090559757,0.9204545454545454,0.9393939393939394,398427.13588800904,2.202562093734741,189.6,2026-08-21T22:39:16.279586+00:00,0.099887254921829,0.11355245069545858,0.10158448403372485,0.11819130839670405,0.13313852776499355,0.113271,"[0.099887254921829, 0.11355245069545858, 0.10158448403372485, 0.11819130839670405, 0.13313852776499355]",,,,,
+opt8_calib95.0_ftbc_t8,opt8_ftbc_threshold_balance.py,bd4d430801bedca5,9,2,--calibrate-thresh --calib-percentile 95.0 --ftbc --ftbc-target-ticks 8,aggressive clipping,2,False,32,16,100,87,0.5837573612932823,0.9944237918215614,0.3309371101133751,0.9242424242424242,0.9393939393939394,401198.92830882355,2.202415704727173,191.8,2026-08-21T22:39:18.509787+00:00,0.10085130702046786,0.11406460842665504,0.10192385841818417,0.11830975685049505,0.135516015922322,0.114133,"[0.10085130702046786, 0.11406460842665504, 0.10192385841818417, 0.11830975685049505, 0.135516015922322]",1,128.68,0.07872,96.0,5408.0
+opt8_calib95.0_ftbc_t8,opt8_ftbc_threshold_balance.py,bd4d430801bedca5,9,2,--calibrate-thresh --calib-percentile 95.0 --ftbc --ftbc-target-ticks 8,aggressive clipping,2,False,32,16,100,88,0.5894090491156596,0.9962825278810409,0.3278518251397393,0.9204545454545454,0.9393939393939394,400145.280260181,2.2056641578674316,194.0,2026-08-21T22:39:20.740166+00:00,0.10056499567101984,0.11406285754021477,0.1012235923725016,0.11777352454031215,0.1337771871510674,0.11348,"[0.10056499567101984, 0.11406285754021477, 0.1012235923725016, 0.11777352454031215, 0.1337771871510674]",,,,,
+opt8_calib95.0_ftbc_t8,opt8_ftbc_threshold_balance.py,bd4d430801bedca5,9,2,--calibrate-thresh --calib-percentile 95.0 --ftbc --ftbc-target-ticks 8,aggressive clipping,2,False,32,16,100,89,0.5859401788853358,0.9962825278810409,0.29298289210507367,0.9318181818181818,0.9393939393939394,399601.0343608597,2.20939564704895,196.2,2026-08-21T22:39:22.976614+00:00,0.10028926589909722,0.11404334359309252,0.10128078916493584,0.11801342315533582,0.13289858137860017,0.113305,"[0.10028926589909722, 0.11404334359309252, 0.10128078916493584, 0.11801342315533582, 0.13289858137860017]",1,109.02,0.06691,95.5,5408.0
+opt8_calib95.0_ftbc_t8,opt8_ftbc_threshold_balance.py,bd4d430801bedca5,9,2,--calibrate-thresh --calib-percentile 95.0 --ftbc --ftbc-target-ticks 8,aggressive clipping,2,False,32,16,100,90,0.5868607232118628,0.9981412639405205,0.30889315045241156,0.928030303030303,0.9393939393939394,399268.20376131224,2.208158493041992,198.4,2026-08-21T22:39:25.217900+00:00,0.10010950179661021,0.11387599610230502,0.10161816021975349,0.11823327839374542,0.13459862418034496,0.113687,"[0.10010950179661021, 0.11387599610230502, 0.10161816021975349, 0.11823327839374542, 0.13459862418034496]",,,,,
+opt8_calib95.0_ftbc_t8,opt8_ftbc_threshold_balance.py,bd4d430801bedca5,9,2,--calibrate-thresh --calib-percentile 95.0 --ftbc --ftbc-target-ticks 8,aggressive clipping,2,False,32,16,100,91,0.5970938710918213,0.9888475836431226,0.313064896699154,0.9318181818181818,0.9393939393939394,398772.5318156109,2.205021858215332,200.6,2026-08-21T22:39:27.449081+00:00,0.10007788021774854,0.1138161556685672,0.10111983953153386,0.11751146702205434,0.13324247388278737,0.113154,"[0.10007788021774854, 0.1138161556685672, 0.10111983953153386, 0.11751146702205434, 0.13324247388278737]",1,130.81,0.08012,95.0,5408.0
+opt8_calib95.0_ftbc_t8,opt8_ftbc_threshold_balance.py,bd4d430801bedca5,9,2,--calibrate-thresh --calib-percentile 95.0 --ftbc --ftbc-target-ticks 8,aggressive clipping,2,False,32,16,100,92,0.5966533856764159,0.9851301115241635,0.304923263463107,0.9393939393939394,0.9393939393939394,398060.9428733032,2.205622911453247,202.8,2026-08-21T22:39:29.680360+00:00,0.09997756121789708,0.11350260368164848,0.10080624941517324,0.11747268105254453,0.1328427765299292,0.11292,"[0.09997756121789708, 0.11350260368164848, 0.10080624941517324, 0.11747268105254453, 0.1328427765299292]",,,,,
+opt8_calib95.0_ftbc_t8,opt8_ftbc_threshold_balance.py,bd4d430801bedca5,9,2,--calibrate-thresh --calib-percentile 95.0 --ftbc --ftbc-target-ticks 8,aggressive clipping,2,False,32,16,100,93,0.5901149994378639,0.9962825278810409,0.3071941182468877,0.928030303030303,0.9393939393939394,399783.2886029412,2.2034122943878174,205.0,2026-08-21T22:39:31.910743+00:00,0.10030675942406934,0.11405141213360954,0.10154936418813817,0.11791988330728867,0.1337888381060432,0.113523,"[0.10030675942406934, 0.11405141213360954, 0.10154936418813817, 0.11791988330728867, 0.1337888381060432]",,,,,
+opt8_calib95.0_ftbc_t8,opt8_ftbc_threshold_balance.py,bd4d430801bedca5,9,2,--calibrate-thresh --calib-percentile 95.0 --ftbc --ftbc-target-ticks 8,aggressive clipping,2,False,32,16,100,94,0.5873870284583932,0.9907063197026023,0.28582104769620026,0.9318181818181818,0.9393939393939394,399033.9653563348,2.208052635192871,207.2,2026-08-21T22:39:34.146070+00:00,0.10013614594936371,0.11380563018953099,0.10121445401626475,0.11821439818424337,0.134132420315462,0.113501,"[0.10013614594936371, 0.11380563018953099, 0.10121445401626475, 0.11821439818424337, 0.134132420315462]",1,128.31,0.0787,95.5,5408.0
+opt8_calib95.0_ftbc_t8,opt8_ftbc_threshold_balance.py,bd4d430801bedca5,9,2,--calibrate-thresh --calib-percentile 95.0 --ftbc --ftbc-target-ticks 8,aggressive clipping,2,False,32,16,100,95,0.5887974174935579,0.9962825278810409,0.3195669303337733,0.9356060606060606,0.9393939393939394,397716.82932692306,2.210139036178589,209.4,2026-08-21T22:39:36.382060+00:00,0.09994655365453047,0.1131843280266313,0.10093390459523481,0.1173796526649419,0.13269503852900336,0.112828,"[0.09994655365453047, 0.1131843280266313, 0.10093390459523481, 0.1173796526649419, 0.13269503852900336]",,,,,
+opt8_calib95.0_ftbc_t8,opt8_ftbc_threshold_balance.py,bd4d430801bedca5,9,2,--calibrate-thresh --calib-percentile 95.0 --ftbc --ftbc-target-ticks 8,aggressive clipping,2,False,32,16,100,96,0.5835939597019919,0.9944237918215614,0.3019040082440232,0.9393939393939394,0.9393939393939394,399608.26046380086,2.204928159713745,211.6,2026-08-21T22:39:38.611798+00:00,0.10032985841526705,0.11397874837412554,0.10131757268134285,0.11767056321396548,0.134583261959693,0.113576,"[0.10032985841526705, 0.11397874837412554, 0.10131757268134285, 0.11767056321396548, 0.134583261959693]",1,137.08,0.08396,97.0,5408.0
+opt8_calib95.0_ftbc_t8,opt8_ftbc_threshold_balance.py,bd4d430801bedca5,9,2,--calibrate-thresh --calib-percentile 95.0 --ftbc --ftbc-target-ticks 8,aggressive clipping,2,False,32,16,100,97,0.5813188967208437,0.9962825278810409,0.2941254779244914,0.9356060606060606,0.9393939393939394,398995.61298076925,2.2027294635772705,213.8,2026-08-21T22:39:40.842506+00:00,0.10025794102865107,0.11378816076937844,0.1008608332451652,0.11751990020275116,0.13415886374080882,0.113317,"[0.10025794102865107, 0.11378816076937844, 0.1008608332451652, 0.11751990020275116, 0.13415886374080882]",,,,,
+opt8_calib95.0_ftbc_t8,opt8_ftbc_threshold_balance.py,bd4d430801bedca5,9,2,--calibrate-thresh --calib-percentile 95.0 --ftbc --ftbc-target-ticks 8,aggressive clipping,2,False,32,16,100,98,0.5890824043617816,0.9944237918215614,0.30521982501853595,0.9356060606060606,0.9393939393939394,398650.9333993213,2.2141804695129395,216.1,2026-08-21T22:39:43.084548+00:00,0.10011172163135865,0.11367856404360603,0.10097253892351599,0.1176086541484384,0.1350657606826109,0.113487,"[0.10011172163135865, 0.11367856404360603, 0.10097253892351599, 0.1176086541484384, 0.1350657606826109]",1,116.02,0.07136,97.5,5408.0
+opt8_calib95.0_ftbc_t8,opt8_ftbc_threshold_balance.py,bd4d430801bedca5,9,2,--calibrate-thresh --calib-percentile 95.0 --ftbc --ftbc-target-ticks 8,aggressive clipping,2,False,32,16,100,99,0.5908994131815035,0.9925650557620818,0.3176531945214127,0.9356060606060606,0.9393939393939394,398670.8141968326,2.214864730834961,218.3,2026-08-21T22:39:45.333441+00:00,0.1002932269783581,0.11343054692534839,0.10085590622004341,0.1174019710982547,0.13351103838752298,0.113099,"[0.1002932269783581, 0.11343054692534839, 0.10085590622004341, 0.1174019710982547, 0.13351103838752298]",,,,,
+opt8_calib95.0_ftbc_t8,opt8_ftbc_threshold_balance.py,bd4d430801bedca5,9,2,--calibrate-thresh --calib-percentile 95.0 --ftbc --ftbc-target-ticks 8,aggressive clipping,2,False,32,16,100,100,0.5907304783292863,0.9907063197026023,0.3162721711577791,0.9356060606060606,0.9393939393939394,397820.1011029412,2.2020492553710938,220.5,2026-08-21T22:39:47.561456+00:00,0.10014509935589398,0.11309218406677246,0.10059405337361728,0.11705761402845383,0.13319828492753646,0.112817,"[0.10014509935589398, 0.11309218406677246, 0.10059405337361728, 0.11705761402845383, 0.13319828492753646]",,,,,

opt8_ftbc_threshold_balance/opt8_calib95.0_ftbc_t8.epochs.jsonl

@@ -0,0 +1,100 @@
+{"epoch": 1, "train_loss": 2.6108713367171448, "train_acc": 0.43866171003717475, "test_loss": 4.315474091154156, "test_acc": 0.19696969696969696, "best_acc": 0.19696969696969696, "spike_rates": [0.09183391446576399, 0.1306545532801572, 0.15666790306568146, 0.18198668518487146, 0.19178211075418136], "spikes_per_sample": 437188.6609162896, "wall_time_s": 2.679619550704956, "timestamp": "2026-08-21T22:36:06.974073+00:00"}
+{"epoch": 2, "train_loss": 1.9278965692094712, "train_acc": 0.38847583643122674, "test_loss": 2.001824472889756, "test_acc": 0.29924242424242425, "best_acc": 0.29924242424242425, "spike_rates": [0.09295546526418012, 0.13996335338143742, 0.16333770664299235, 0.18582464053350337, 0.208008175387102], "spikes_per_sample": 453440.32423642534, "wall_time_s": 2.1870362758636475, "timestamp": "2026-08-21T22:36:09.195377+00:00"}
+{"epoch": 3, "train_loss": 1.7803620317168396, "train_acc": 0.4033457249070632, "test_loss": 1.7895065148671467, "test_acc": 0.3371212121212121, "best_acc": 0.3371212121212121, "spike_rates": [0.0958009717219016, 0.13399084438295925, 0.1598078669870601, 0.18684501420049107, 0.20851275149513693], "spikes_per_sample": 451433.1556843891, "wall_time_s": 2.1938295364379883, "timestamp": "2026-08-21T22:36:11.423097+00:00"}
+{"epoch": 4, "train_loss": 1.722366106111321, "train_acc": 0.4368029739776952, "test_loss": 1.4743681206847683, "test_acc": 0.4583333333333333, "best_acc": 0.4583333333333333, "spike_rates": [0.09758787120089811, 0.13848738898249233, 0.16484418336082907, 0.18811463520807378, 0.20591214562163634], "spikes_per_sample": 462682.0691459276, "wall_time_s": 2.189007043838501, "timestamp": "2026-08-21T22:36:13.645448+00:00"}
+{"epoch": 5, "train_loss": 1.5866006745724872, "train_acc": 0.4944237918215613, "test_loss": 1.270389311241381, "test_acc": 0.5303030303030303, "best_acc": 0.5303030303030303, "spike_rates": [0.0956679468645769, 0.1457470804452896, 0.16656248709734747, 0.18816757377456217, 0.19882571609581218], "spikes_per_sample": 467119.123020362, "wall_time_s": 2.2030045986175537, "timestamp": "2026-08-21T22:36:15.880603+00:00"}
+{"epoch": 6, "train_loss": 1.5308097800357634, "train_acc": 0.533457249070632, "test_loss": 1.6230666420676492, "test_acc": 0.4621212121212121, "best_acc": 0.5303030303030303, "spike_rates": [0.097978676943218, 0.14183802376775181, 0.15917646621956544, 0.18202020490870757, 0.18756866455078125], "spikes_per_sample": 463091.70050904976, "wall_time_s": 2.200902223587036, "timestamp": "2026-08-21T22:36:18.113111+00:00"}
+{"epoch": 7, "train_loss": 1.4803027016522716, "train_acc": 0.5427509293680297, "test_loss": 1.2131132104180076, "test_acc": 0.5340909090909091, "best_acc": 0.5340909090909091, "spike_rates": [0.09560353396569982, 0.13940345890381756, 0.14746364162248723, 0.17341849383185892, 0.18534975367433884], "spikes_per_sample": 448271.79878393665, "wall_time_s": 2.202371597290039, "timestamp": "2026-08-21T22:36:20.340992+00:00"}
+{"epoch": 8, "train_loss": 1.4232484053501853, "train_acc": 0.5483271375464684, "test_loss": 1.0469067503105511, "test_acc": 0.5681818181818182, "best_acc": 0.5681818181818182, "spike_rates": [0.09373824210727916, 0.1382936896646724, 0.14656180493971882, 0.1728364010067547, 0.18379611916401806], "spikes_per_sample": 442634.26682692306, "wall_time_s": 2.2159478664398193, "timestamp": "2026-08-21T22:36:22.589335+00:00"}
+{"epoch": 9, "train_loss": 1.403717557736932, "train_acc": 0.5762081784386617, "test_loss": 1.1878277334299954, "test_acc": 0.5833333333333334, "best_acc": 0.5833333333333334, "spike_rates": [0.09413375354865018, 0.1385364707778482, 0.14736423597616308, 0.16722538716652813, 0.17634926035123713], "spikes_per_sample": 443340.6356052036, "wall_time_s": 2.2135462760925293, "timestamp": "2026-08-21T22:36:24.836805+00:00"}
+{"epoch": 10, "train_loss": 1.3185923861748223, "train_acc": 0.6449814126394052, "test_loss": 0.9697366952896118, "test_acc": 0.6666666666666666, "best_acc": 0.6666666666666666, "spike_rates": [0.0939578957417432, 0.141182038713904, 0.1557712940608754, 0.1755570839433109, 0.1804028679342831], "spikes_per_sample": 451280.42335972853, "wall_time_s": 2.219935894012451, "timestamp": "2026-08-21T22:36:27.088603+00:00"}
+{"epoch": 11, "train_loss": 1.2511495081465485, "train_acc": 0.6505576208178439, "test_loss": 0.967414713267124, "test_acc": 0.6136363636363636, "best_acc": 0.6666666666666666, "spike_rates": [0.09540801144698087, 0.14293186717173634, 0.1556511608993306, 0.17165919524781845, 0.17130277875591726], "spikes_per_sample": 455507.57833710406, "wall_time_s": 2.210150718688965, "timestamp": "2026-08-21T22:36:29.332389+00:00"}
+{"epoch": 12, "train_loss": 1.236167364404104, "train_acc": 0.6171003717472119, "test_loss": 0.9656306541327274, "test_acc": 0.6060606060606061, "best_acc": 0.6666666666666666, "spike_rates": [0.09995546893161886, 0.14108463858856873, 0.15406976377262788, 0.17584145244430094, 0.17259696213638082], "spikes_per_sample": 462838.0053733032, "wall_time_s": 2.2089061737060547, "timestamp": "2026-08-21T22:36:31.567592+00:00"}
+{"epoch": 13, "train_loss": 1.1974026890935507, "train_acc": 0.6877323420074349, "test_loss": 0.7789706262675199, "test_acc": 0.7007575757575758, "best_acc": 0.7007575757575758, "spike_rates": [0.10880854506702985, 0.13507751638398452, 0.1498512064709383, 0.17241260058739605, 0.162736573640038], "spikes_per_sample": 472363.11156674207, "wall_time_s": 2.2075588703155518, "timestamp": "2026-08-21T22:36:33.800006+00:00"}
+{"epoch": 14, "train_loss": 1.116461326641664, "train_acc": 0.7007434944237918, "test_loss": 0.796225211837075, "test_acc": 0.7121212121212122, "best_acc": 0.7121212121212122, "spike_rates": [0.10951316751101438, 0.13513695755425623, 0.14538606738342957, 0.16213534684742198, 0.1593043821699479], "spikes_per_sample": 470186.51343325793, "wall_time_s": 2.20578670501709, "timestamp": "2026-08-21T22:36:36.040968+00:00"}
+{"epoch": 15, "train_loss": 1.1249768822609714, "train_acc": 0.70817843866171, "test_loss": 0.8801165421803793, "test_acc": 0.7045454545454546, "best_acc": 0.7121212121212122, "spike_rates": [0.10719401477014318, 0.1382832904072369, 0.14861098896054661, 0.16558419693918788, 0.1608804736067267], "spikes_per_sample": 470777.35690045246, "wall_time_s": 2.19856595993042, "timestamp": "2026-08-21T22:36:38.276816+00:00"}
+{"epoch": 16, "train_loss": 1.133480056510982, "train_acc": 0.6840148698884758, "test_loss": 0.672550335074916, "test_acc": 0.7234848484848485, "best_acc": 0.7234848484848485, "spike_rates": [0.10623211895718294, 0.14201312731294072, 0.14598154495744145, 0.1593712454333025, 0.1517432375865824], "spikes_per_sample": 470404.715780543, "wall_time_s": 2.1946473121643066, "timestamp": "2026-08-21T22:36:40.500615+00:00"}
+{"epoch": 17, "train_loss": 1.0819016398107253, "train_acc": 0.7286245353159851, "test_loss": 0.7861927151679993, "test_acc": 0.6515151515151515, "best_acc": 0.7234848484848485, "spike_rates": [0.09928465459276647, 0.13741585612297058, 0.13752852555583506, 0.15964464580311494, 0.156931674655746], "spikes_per_sample": 446661.0386029412, "wall_time_s": 2.192030429840088, "timestamp": "2026-08-21T22:36:42.728317+00:00"}
+{"epoch": 18, "train_loss": 1.0213846903308172, "train_acc": 0.7527881040892194, "test_loss": 0.7333535281094637, "test_acc": 0.7083333333333334, "best_acc": 0.7234848484848485, "spike_rates": [0.09632254479562535, 0.13737600428216598, 0.1397499161608079, 0.16043945621041691, 0.16532494040096507], "spikes_per_sample": 441746.4386312217, "wall_time_s": 2.1924209594726562, "timestamp": "2026-08-21T22:36:44.947712+00:00"}
+{"epoch": 19, "train_loss": 1.0800708226554898, "train_acc": 0.7286245353159851, "test_loss": 0.6831515864892439, "test_acc": 0.7159090909090909, "best_acc": 0.7234848484848485, "spike_rates": [0.09875685765462763, 0.13814836915801554, 0.14477278818102443, 0.16332065182573655, 0.16712730772355022], "spikes_per_sample": 450686.73529411765, "wall_time_s": 2.1932387351989746, "timestamp": "2026-08-21T22:36:47.167032+00:00"}
+{"epoch": 20, "train_loss": 1.0268729459840569, "train_acc": 0.7546468401486989, "test_loss": 0.7019176410906243, "test_acc": 0.7121212121212122, "best_acc": 0.7234848484848485, "spike_rates": [0.10266399558852701, 0.12734154173556497, 0.13506519180886886, 0.16319271308534286, 0.16625241321675918], "spikes_per_sample": 442435.4966063348, "wall_time_s": 2.1873984336853027, "timestamp": "2026-08-21T22:36:49.380113+00:00"}
+{"epoch": 21, "train_loss": 1.0267319067703304, "train_acc": 0.741635687732342, "test_loss": 0.7838401035829023, "test_acc": 0.7045454545454546, "best_acc": 0.7234848484848485, "spike_rates": [0.10520192717804629, 0.13046162356348598, 0.13506479824290557, 0.1578545868396759, 0.16069339741678798], "spikes_per_sample": 450283.36142533936, "wall_time_s": 2.1948046684265137, "timestamp": "2026-08-21T22:36:51.599981+00:00"}
+{"epoch": 22, "train_loss": 0.9981963572448957, "train_acc": 0.7769516728624535, "test_loss": 0.7567543152606848, "test_acc": 0.6856060606060606, "best_acc": 0.7234848484848485, "spike_rates": [0.10467486740911708, 0.13146567782934973, 0.13473876171252308, 0.1542956662528655, 0.16185541275669546], "spikes_per_sample": 449602.972709276, "wall_time_s": 2.1821086406707764, "timestamp": "2026-08-21T22:36:53.808472+00:00"}
+{"epoch": 23, "train_loss": 1.0059464491876084, "train_acc": 0.758364312267658, "test_loss": 0.7426831072027033, "test_acc": 0.7159090909090909, "best_acc": 0.7234848484848485, "spike_rates": [0.10874353436862721, 0.12895470068735235, 0.1293194583233665, 0.14382017622975743, 0.15665337443351746], "spikes_per_sample": 451244.98882918555, "wall_time_s": 2.182485818862915, "timestamp": "2026-08-21T22:36:56.018754+00:00"}
+{"epoch": 24, "train_loss": 0.9851049483930311, "train_acc": 0.775092936802974, "test_loss": 0.7887575138698925, "test_acc": 0.6704545454545454, "best_acc": 0.7234848484848485, "spike_rates": [0.10929086234639673, 0.12910134608254714, 0.13026249671683593, 0.14852985564400167, 0.15934996832819545], "spikes_per_sample": 453680.41883484164, "wall_time_s": 2.1832802295684814, "timestamp": "2026-08-21T22:36:58.230512+00:00"}
+{"epoch": 25, "train_loss": 0.9739618498596561, "train_acc": 0.7825278810408922, "test_loss": 0.6732853362054536, "test_acc": 0.7196969696969697, "best_acc": 0.7234848484848485, "spike_rates": [0.10425607947742238, 0.12867667087737253, 0.1317666471004486, 0.15590596023727865, 0.16173522437320037], "spikes_per_sample": 444452.1337669683, "wall_time_s": 2.177812099456787, "timestamp": "2026-08-21T22:37:00.435211+00:00"}
+{"epoch": 26, "train_loss": 0.9835096384956048, "train_acc": 0.7713754646840149, "test_loss": 0.6263601725751703, "test_acc": 0.7689393939393939, "best_acc": 0.7689393939393939, "spike_rates": [0.10795270739232793, 0.12530649935497956, 0.1344925822580562, 0.15873794783564174, 0.1612318911973168], "spikes_per_sample": 450466.902290724, "wall_time_s": 2.1892611980438232, "timestamp": "2026-08-21T22:37:02.649515+00:00"}
+{"epoch": 27, "train_loss": 0.9684308496992827, "train_acc": 0.8048327137546468, "test_loss": 0.6857820135174375, "test_acc": 0.6931818181818182, "best_acc": 0.7689393939393939, "spike_rates": [0.11512659139492933, 0.12725992413128123, 0.13253653224776774, 0.1575497643036001, 0.15887064530568965], "spikes_per_sample": 466358.9742647059, "wall_time_s": 2.1789848804473877, "timestamp": "2026-08-21T22:37:04.860652+00:00"}
+{"epoch": 28, "train_loss": 0.9601194818666876, "train_acc": 0.7732342007434945, "test_loss": 0.6472243016416376, "test_acc": 0.7348484848484849, "best_acc": 0.7689393939393939, "spike_rates": [0.10802712510613834, 0.13277888736304114, 0.1323604645097957, 0.15783403375569513, 0.15808076192350948], "spikes_per_sample": 457195.8561934389, "wall_time_s": 2.1797921657562256, "timestamp": "2026-08-21T22:37:07.066967+00:00"}
+{"epoch": 29, "train_loss": 0.9520860835078924, "train_acc": 0.7992565055762082, "test_loss": 0.5995960632960001, "test_acc": 0.7765151515151515, "best_acc": 0.7765151515151515, "spike_rates": [0.10560331493616104, 0.13512567825177135, 0.12746389122570262, 0.15560102462768555, 0.1533675912548514], "spikes_per_sample": 451675.39819004526, "wall_time_s": 2.1908490657806396, "timestamp": "2026-08-21T22:37:09.284028+00:00"}
+{"epoch": 30, "train_loss": 0.9322501946116025, "train_acc": 0.7825278810408922, "test_loss": 0.6126228950240395, "test_acc": 0.7613636363636364, "best_acc": 0.7765151515151515, "spike_rates": [0.10850608655635048, 0.1365390384898466, 0.1285233068115571, 0.15436507936786203, 0.15491161101004658], "spikes_per_sample": 459650.7751696832, "wall_time_s": 2.185438632965088, "timestamp": "2026-08-21T22:37:11.500447+00:00"}
+{"epoch": 31, "train_loss": 0.9135061848119289, "train_acc": 0.8215613382899628, "test_loss": 0.60118650486975, "test_acc": 0.7424242424242424, "best_acc": 0.7765151515151515, "spike_rates": [0.10671801558312248, 0.13504928964025834, 0.1234665061621105, 0.15005723956753225, 0.15196502471671386], "spikes_per_sample": 451098.5960124434, "wall_time_s": 2.1820716857910156, "timestamp": "2026-08-21T22:37:13.709643+00:00"}
+{"epoch": 32, "train_loss": 0.9321668303145795, "train_acc": 0.8048327137546468, "test_loss": 0.6049786372618242, "test_acc": 0.7651515151515151, "best_acc": 0.7765151515151515, "spike_rates": [0.10510341691620209, 0.1341285302358515, 0.12408785784945768, 0.15242470713222728, 0.15257522113182964], "spikes_per_sample": 447388.57183257915, "wall_time_s": 2.1807048320770264, "timestamp": "2026-08-21T22:37:15.916383+00:00"}
+{"epoch": 33, "train_loss": 0.8901125015379328, "train_acc": 0.8327137546468402, "test_loss": 0.7141131054271351, "test_acc": 0.7310606060606061, "best_acc": 0.7765151515151515, "spike_rates": [0.10673229878439623, 0.13117224942235386, 0.12387477825669681, 0.15025125706897063, 0.14947872302111456], "spikes_per_sample": 447281.41770361987, "wall_time_s": 2.1820757389068604, "timestamp": "2026-08-21T22:37:18.123640+00:00"}
+{"epoch": 34, "train_loss": 0.8765859692513278, "train_acc": 0.8382899628252788, "test_loss": 0.5538974846854354, "test_acc": 0.7765151515151515, "best_acc": 0.7765151515151515, "spike_rates": [0.10664342606768888, 0.12959237221409292, 0.12582060913829243, 0.15079331222702475, 0.1507650350823122], "spikes_per_sample": 446539.7375565611, "wall_time_s": 2.1819334030151367, "timestamp": "2026-08-21T22:37:20.332128+00:00"}
+{"epoch": 35, "train_loss": 0.8883579145133716, "train_acc": 0.828996282527881, "test_loss": 0.6306518876191342, "test_acc": 0.7424242424242424, "best_acc": 0.7765151515151515, "spike_rates": [0.10496601462364197, 0.1291221467887654, 0.1250060665256837, 0.14854738905149348, 0.14723233177381403], "spikes_per_sample": 441778.82635746605, "wall_time_s": 2.197859525680542, "timestamp": "2026-08-21T22:37:22.558610+00:00"}
+{"epoch": 36, "train_loss": 0.9072384993826147, "train_acc": 0.8252788104089219, "test_loss": 0.5965825283166134, "test_acc": 0.7651515151515151, "best_acc": 0.7765151515151515, "spike_rates": [0.10348098023849375, 0.12877396888592663, 0.12291594024966745, 0.14426739338566275, 0.14602355659008026], "spikes_per_sample": 436633.1255656109, "wall_time_s": 2.18796706199646, "timestamp": "2026-08-21T22:37:24.773811+00:00"}
+{"epoch": 37, "train_loss": 0.8631758237860017, "train_acc": 0.8475836431226765, "test_loss": 0.5346980094909668, "test_acc": 0.7954545454545454, "best_acc": 0.7954545454545454, "spike_rates": [0.1014198923812193, 0.13110837866278255, 0.12466339810806162, 0.14584540268954108, 0.14604868871324203], "spikes_per_sample": 435882.73897058825, "wall_time_s": 2.190225839614868, "timestamp": "2026-08-21T22:37:26.988280+00:00"}
+{"epoch": 38, "train_loss": 0.8622975065805655, "train_acc": 0.8605947955390335, "test_loss": 0.5957659410707878, "test_acc": 0.7462121212121212, "best_acc": 0.7954545454545454, "spike_rates": [0.10231228567221586, 0.1309665502870784, 0.12387849390506744, 0.1411949939587537, 0.13896496856913848], "spikes_per_sample": 436526.1490384615, "wall_time_s": 2.1853437423706055, "timestamp": "2026-08-21T22:37:29.204453+00:00"}
+{"epoch": 39, "train_loss": 0.8057545534296993, "train_acc": 0.8698884758364313, "test_loss": 0.5241916866013498, "test_acc": 0.7992424242424242, "best_acc": 0.7992424242424242, "spike_rates": [0.10507901889436386, 0.1252015916740193, 0.11631588024251602, 0.13844203510705164, 0.1449170699890922], "spikes_per_sample": 432006.9416006787, "wall_time_s": 2.1907103061676025, "timestamp": "2026-08-21T22:37:31.421412+00:00"}
+{"epoch": 40, "train_loss": 0.7879290235086888, "train_acc": 0.8736059479553904, "test_loss": 0.6028839169126569, "test_acc": 0.803030303030303, "best_acc": 0.803030303030303, "spike_rates": [0.10450816724230261, 0.12434191782684888, 0.11621645399752785, 0.14442810679183288, 0.1531118855756872], "spikes_per_sample": 430707.96054864256, "wall_time_s": 2.18993878364563, "timestamp": "2026-08-21T22:37:33.646244+00:00"}
+{"epoch": 41, "train_loss": 0.7966679436566662, "train_acc": 0.8810408921933085, "test_loss": 0.4414698066133441, "test_acc": 0.8522727272727273, "best_acc": 0.8522727272727273, "spike_rates": [0.10351051127209383, 0.1202619014417424, 0.11613476714667152, 0.14736447614781997, 0.156766538234318], "spikes_per_sample": 424708.6867929864, "wall_time_s": 2.1907503604888916, "timestamp": "2026-08-21T22:37:35.869308+00:00"}
+{"epoch": 42, "train_loss": 0.782694024002685, "train_acc": 0.9014869888475836, "test_loss": 0.5684080033591299, "test_acc": 0.803030303030303, "best_acc": 0.8522727272727273, "spike_rates": [0.10345534366719863, 0.1227467261693057, 0.11833929051371182, 0.14186502817799063, 0.15344780332901897], "spikes_per_sample": 427606.3731617647, "wall_time_s": 2.2073256969451904, "timestamp": "2026-08-21T22:37:38.111424+00:00"}
+{"epoch": 43, "train_loss": 0.7636751982359195, "train_acc": 0.9070631970260223, "test_loss": 0.5557022185036631, "test_acc": 0.821969696969697, "best_acc": 0.8522727272727273, "spike_rates": [0.10377793057876475, 0.1259313471177045, 0.11614135039203308, 0.1397075767026228, 0.1439334478448419], "spikes_per_sample": 430109.1374434389, "wall_time_s": 2.200589418411255, "timestamp": "2026-08-21T22:37:40.337424+00:00"}
+{"epoch": 44, "train_loss": 0.7586808288850749, "train_acc": 0.9070631970260223, "test_loss": 0.5410150840426936, "test_acc": 0.8446969696969697, "best_acc": 0.8522727272727273, "spike_rates": [0.10427827782490674, 0.12397683105048012, 0.11367752578328638, 0.13906121166313395, 0.14893655215992646], "spikes_per_sample": 427772.1614819005, "wall_time_s": 2.2102651596069336, "timestamp": "2026-08-21T22:37:42.573571+00:00"}
+{"epoch": 45, "train_loss": 0.7546294646192218, "train_acc": 0.9107806691449815, "test_loss": 0.47522983406529284, "test_acc": 0.8257575757575758, "best_acc": 0.8522727272727273, "spike_rates": [0.10551385450012543, 0.12182387402829002, 0.11009909037281485, 0.13540088429170496, 0.14815062109161825], "spikes_per_sample": 425742.97977941175, "wall_time_s": 2.193873405456543, "timestamp": "2026-08-21T22:37:44.792669+00:00"}
+{"epoch": 46, "train_loss": 0.7646829399477594, "train_acc": 0.9033457249070632, "test_loss": 0.712452620267868, "test_acc": 0.7462121212121212, "best_acc": 0.8522727272727273, "spike_rates": [0.10340814949835048, 0.12248574372600107, 0.11204651699346654, 0.13454243628417745, 0.1477869477342157], "spikes_per_sample": 422927.20305429865, "wall_time_s": 2.202756404876709, "timestamp": "2026-08-21T22:37:47.021584+00:00"}
+{"epoch": 47, "train_loss": 0.7527991373742823, "train_acc": 0.9200743494423792, "test_loss": 0.5501022356929202, "test_acc": 0.8143939393939394, "best_acc": 0.8522727272727273, "spike_rates": [0.10332804436192793, 0.11982757116065305, 0.11024869277196772, 0.13211183688219855, 0.1445899553158704], "spikes_per_sample": 418684.86071832577, "wall_time_s": 2.2085342407226562, "timestamp": "2026-08-21T22:37:49.255786+00:00"}
+{"epoch": 48, "train_loss": 0.7048477508321571, "train_acc": 0.9386617100371747, "test_loss": 1.0006234374913303, "test_acc": 0.6818181818181818, "best_acc": 0.8522727272727273, "spike_rates": [0.1022129295503392, 0.11955836634425555, 0.11047415829756681, 0.1326818089274799, 0.14628808200359344], "spikes_per_sample": 416271.79524886876, "wall_time_s": 2.2037839889526367, "timestamp": "2026-08-21T22:37:51.484515+00:00"}
+{"epoch": 49, "train_loss": 0.7188500077307889, "train_acc": 0.9330855018587361, "test_loss": 0.3169904640226653, "test_acc": 0.9128787878787878, "best_acc": 0.9128787878787878, "spike_rates": [0.10059069097042084, 0.11953175549998003, 0.11194502124015022, 0.1367659700267455, 0.14909102197955637], "spikes_per_sample": 414171.45970022626, "wall_time_s": 2.205388307571411, "timestamp": "2026-08-21T22:37:53.718234+00:00"}
+{"epoch": 50, "train_loss": 0.6843860672309053, "train_acc": 0.9609665427509294, "test_loss": 0.4017137758659594, "test_acc": 0.8598484848484849, "best_acc": 0.9128787878787878, "spike_rates": [0.10072874672272626, 0.11959179622285507, 0.111437848823912, 0.1329824389780269, 0.14571950277861426], "spikes_per_sample": 413734.8506787331, "wall_time_s": 2.199286937713623, "timestamp": "2026-08-21T22:37:55.947819+00:00"}
+{"epoch": 51, "train_loss": 0.7152354843554444, "train_acc": 0.9442379182156134, "test_loss": 0.3649117969202273, "test_acc": 0.9090909090909091, "best_acc": 0.9128787878787878, "spike_rates": [0.10247951833640828, 0.1187291351311347, 0.10837574259323232, 0.12824055201867046, 0.14069193864569945], "spikes_per_sample": 414233.905260181, "wall_time_s": 2.206676959991455, "timestamp": "2026-08-21T22:37:58.179982+00:00"}
+{"epoch": 52, "train_loss": 0.6712713808818378, "train_acc": 0.9591078066914498, "test_loss": 0.43882392392014014, "test_acc": 0.8522727272727273, "best_acc": 0.9128787878787878, "spike_rates": [0.1019023060798645, 0.11640184810932945, 0.10720379387631136, 0.1243200933232027, 0.13848844170570374], "spikes_per_sample": 409436.79440045246, "wall_time_s": 2.202010154724121, "timestamp": "2026-08-21T22:38:00.407514+00:00"}
+{"epoch": 53, "train_loss": 0.6826190669297285, "train_acc": 0.9553903345724907, "test_loss": 0.44773167010509607, "test_acc": 0.8712121212121212, "best_acc": 0.9128787878787878, "spike_rates": [0.10258521314929514, 0.11342782614862218, 0.10603564232587814, 0.1264982644249411, 0.14208711683750153], "spikes_per_sample": 407453.07338800904, "wall_time_s": 2.2098581790924072, "timestamp": "2026-08-21T22:38:02.643495+00:00"}
+{"epoch": 54, "train_loss": 0.6795735150908006, "train_acc": 0.9479553903345725, "test_loss": 0.3633728925928925, "test_acc": 0.8977272727272727, "best_acc": 0.9128787878787878, "spike_rates": [0.10166034146266825, 0.11392295360565186, 0.10540449794600992, 0.12706731347476735, 0.13871392344727235], "spikes_per_sample": 405748.39479638013, "wall_time_s": 2.2030341625213623, "timestamp": "2026-08-21T22:38:04.874507+00:00"}
+{"epoch": 55, "train_loss": 0.6864523342550909, "train_acc": 0.9479553903345725, "test_loss": 0.3190210152304534, "test_acc": 0.9204545454545454, "best_acc": 0.9204545454545454, "spike_rates": [0.10030580136705847, 0.11830005487974952, 0.11020473478471532, 0.1299206719678991, 0.1406029576764387], "spikes_per_sample": 410403.3141968326, "wall_time_s": 2.199995994567871, "timestamp": "2026-08-21T22:38:07.098750+00:00"}
+{"epoch": 56, "train_loss": 0.6583391139941588, "train_acc": 0.9646840148698885, "test_loss": 0.3521454885150447, "test_acc": 0.8825757575757576, "best_acc": 0.9204545454545454, "spike_rates": [0.09926987307913163, 0.11930108289508258, 0.11019926430547938, 0.1286577854086371, 0.13789136444821076], "spikes_per_sample": 409089.9346719457, "wall_time_s": 2.1973178386688232, "timestamp": "2026-08-21T22:38:09.328534+00:00"}
+{"epoch": 57, "train_loss": 0.6646456430392638, "train_acc": 0.9646840148698885, "test_loss": 0.33466260677034204, "test_acc": 0.9166666666666666, "best_acc": 0.9204545454545454, "spike_rates": [0.10049156274865656, 0.1174390254651799, 0.10852631488267113, 0.12791538370006225, 0.140846667044303], "spikes_per_sample": 408748.52191742085, "wall_time_s": 2.2129111289978027, "timestamp": "2026-08-21T22:38:11.566281+00:00"}
+{"epoch": 58, "train_loss": 0.6679864545737058, "train_acc": 0.9535315985130112, "test_loss": 0.34342963496843976, "test_acc": 0.9015151515151515, "best_acc": 0.9204545454545454, "spike_rates": [0.10141239227617488, 0.1152560697758899, 0.10704214739448883, 0.12502233596409068, 0.1364902485819424], "spikes_per_sample": 407195.7492929864, "wall_time_s": 2.2022440433502197, "timestamp": "2026-08-21T22:38:13.795564+00:00"}
+{"epoch": 59, "train_loss": 0.665738936693695, "train_acc": 0.9591078066914498, "test_loss": 0.39613112220258423, "test_acc": 0.8901515151515151, "best_acc": 0.9204545454545454, "spike_rates": [0.09990399506162195, 0.11645133968661814, 0.10791783429243985, 0.1240532810197157, 0.13704412123736212], "spikes_per_sample": 405623.63758484164, "wall_time_s": 2.201308488845825, "timestamp": "2026-08-21T22:38:16.021973+00:00"}
+{"epoch": 60, "train_loss": 0.6693638583098203, "train_acc": 0.9516728624535316, "test_loss": 0.4166777594522996, "test_acc": 0.8825757575757576, "best_acc": 0.9204545454545454, "spike_rates": [0.09983396530151367, 0.11672133864725337, 0.10796052611926023, 0.12446036715717877, 0.13902691795545466], "spikes_per_sample": 405851.82819570135, "wall_time_s": 2.2072560787200928, "timestamp": "2026-08-21T22:38:18.255482+00:00"}
+{"epoch": 61, "train_loss": 0.6486360428501682, "train_acc": 0.966542750929368, "test_loss": 0.37419181204203406, "test_acc": 0.9166666666666666, "best_acc": 0.9204545454545454, "spike_rates": [0.09920453455518274, 0.11756083851351458, 0.10603028360535116, 0.12286133056177813, 0.1375724138582454], "spikes_per_sample": 404179.3998868778, "wall_time_s": 2.201406478881836, "timestamp": "2026-08-21T22:38:20.484091+00:00"}
+{"epoch": 62, "train_loss": 0.6338436147094216, "train_acc": 0.9851301115241635, "test_loss": 0.32224885058222397, "test_acc": 0.9090909090909091, "best_acc": 0.9204545454545454, "spike_rates": [0.10062646602883059, 0.11639422572710935, 0.10407494490637499, 0.1224075932713116, 0.13795517823275397], "spikes_per_sample": 404856.07975113124, "wall_time_s": 2.210045099258423, "timestamp": "2026-08-21T22:38:22.721304+00:00"}
+{"epoch": 63, "train_loss": 0.6394219974602908, "train_acc": 0.9758364312267658, "test_loss": 0.3047426162344037, "test_acc": 0.9318181818181818, "best_acc": 0.9318181818181818, "spike_rates": [0.10105669673751383, 0.11574466789469999, 0.10484527708852992, 0.122825987637043, 0.1374596646603416], "spikes_per_sample": 405531.5871040724, "wall_time_s": 2.204209089279175, "timestamp": "2026-08-21T22:38:24.954782+00:00"}
+{"epoch": 64, "train_loss": 0.6375297875209369, "train_acc": 0.9702602230483272, "test_loss": 0.33304260987224, "test_acc": 0.9318181818181818, "best_acc": 0.9318181818181818, "spike_rates": [0.09952483939773896, 0.11504043682533152, 0.10557618255124372, 0.12422505985288058, 0.13622132031356587], "spikes_per_sample": 402136.9128959276, "wall_time_s": 2.2012672424316406, "timestamp": "2026-08-21T22:38:27.188590+00:00"}
+{"epoch": 65, "train_loss": 0.6314529528405144, "train_acc": 0.9758364312267658, "test_loss": 0.40770236560792633, "test_acc": 0.9090909090909091, "best_acc": 0.9318181818181818, "spike_rates": [0.09957296532743118, 0.11655307780293857, 0.10480030363096911, 0.12497301706496407, 0.13821599325712988], "spikes_per_sample": 403530.683540724, "wall_time_s": 2.204256296157837, "timestamp": "2026-08-21T22:38:29.420119+00:00"}
+{"epoch": 66, "train_loss": 0.6236671993723589, "train_acc": 0.9795539033457249, "test_loss": 0.4625268867521575, "test_acc": 0.8484848484848485, "best_acc": 0.9318181818181818, "spike_rates": [0.10117578637950561, 0.11660208377768011, 0.10351847331313525, 0.12272896924439598, 0.13373329271288478], "spikes_per_sample": 405940.73105203616, "wall_time_s": 2.20432186126709, "timestamp": "2026-08-21T22:38:31.650749+00:00"}
+{"epoch": 67, "train_loss": 0.5969666758877638, "train_acc": 0.9925650557620818, "test_loss": 0.3078087459911, "test_acc": 0.9356060606060606, "best_acc": 0.9356060606060606, "spike_rates": [0.1018405902911635, 0.11608385689118329, 0.10262713668977513, 0.12137086601818309, 0.13496828780454748], "spikes_per_sample": 406154.9360859728, "wall_time_s": 2.2084834575653076, "timestamp": "2026-08-21T22:38:33.884343+00:00"}
+{"epoch": 68, "train_loss": 0.6214147398462969, "train_acc": 0.9851301115241635, "test_loss": 0.32000318982384424, "test_acc": 0.9166666666666666, "best_acc": 0.9356060606060606, "spike_rates": [0.10097215105505551, 0.11602103096597335, 0.10238447960685282, 0.12010951953775742, 0.1341269480831483], "spikes_per_sample": 403969.0349264706, "wall_time_s": 2.1993041038513184, "timestamp": "2026-08-21T22:38:36.115477+00:00"}
+{"epoch": 69, "train_loss": 0.6113569211339419, "train_acc": 0.9814126394052045, "test_loss": 0.31755867329510773, "test_acc": 0.9128787878787878, "best_acc": 0.9356060606060606, "spike_rates": [0.10051505618235644, 0.11586509294369642, 0.10344058231395833, 0.12098234628929812, 0.1349064926890766], "spikes_per_sample": 403521.22794117645, "wall_time_s": 2.206012487411499, "timestamp": "2026-08-21T22:38:38.349299+00:00"}
+{"epoch": 70, "train_loss": 0.6140989729906103, "train_acc": 0.9739776951672863, "test_loss": 0.31435990062626923, "test_acc": 0.9204545454545454, "best_acc": 0.9356060606060606, "spike_rates": [0.1006436321665259, 0.1162910570993143, 0.10465254722272649, 0.12230879725778804, 0.13619092369780822], "spikes_per_sample": 405056.9078054299, "wall_time_s": 2.2004899978637695, "timestamp": "2026-08-21T22:38:40.577571+00:00"}
+{"epoch": 71, "train_loss": 0.6115861231509637, "train_acc": 0.983271375464684, "test_loss": 0.3183323795145208, "test_acc": 0.9090909090909091, "best_acc": 0.9356060606060606, "spike_rates": [0.09896368752507602, 0.11522213588742648, 0.10353289676063201, 0.12116734289071139, 0.13479918066193075], "spikes_per_sample": 399665.48670814483, "wall_time_s": 2.2144665718078613, "timestamp": "2026-08-21T22:38:42.817507+00:00"}
+{"epoch": 72, "train_loss": 0.6240709337603204, "train_acc": 0.9795539033457249, "test_loss": 0.30297255606362317, "test_acc": 0.928030303030303, "best_acc": 0.9356060606060606, "spike_rates": [0.0995869706658756, 0.11583088776644539, 0.10279304972466301, 0.11956216351074331, 0.1325233254362555], "spikes_per_sample": 400993.6614819005, "wall_time_s": 2.2032017707824707, "timestamp": "2026-08-21T22:38:45.046532+00:00"}
+{"epoch": 73, "train_loss": 0.6096959284690233, "train_acc": 0.9869888475836431, "test_loss": 0.31754642363750574, "test_acc": 0.8977272727272727, "best_acc": 0.9356060606060606, "spike_rates": [0.09891425862031825, 0.11624139459694133, 0.1033547621439485, 0.1202800782287822, 0.1341653369805392], "spikes_per_sample": 400414.98062782804, "wall_time_s": 2.1989309787750244, "timestamp": "2026-08-21T22:38:47.271162+00:00"}
+{"epoch": 74, "train_loss": 0.6022173469837714, "train_acc": 0.9888475836431226, "test_loss": 0.40114039634213305, "test_acc": 0.9053030303030303, "best_acc": 0.9356060606060606, "spike_rates": [0.09859563673243803, 0.11550480477950152, 0.10415695958277758, 0.12063241136424682, 0.13511519659967983], "spikes_per_sample": 399448.1292420815, "wall_time_s": 2.2010645866394043, "timestamp": "2026-08-21T22:38:49.498788+00:00"}
+{"epoch": 75, "train_loss": 0.6139565817042354, "train_acc": 0.9814126394052045, "test_loss": 0.2990689074451273, "test_acc": 0.9318181818181818, "best_acc": 0.9356060606060606, "spike_rates": [0.09867232862640829, 0.11491487525841769, 0.10438124879318125, 0.11990020511781468, 0.135517137892106], "spikes_per_sample": 399016.07423642534, "wall_time_s": 2.2044336795806885, "timestamp": "2026-08-21T22:38:51.729586+00:00"}
+{"epoch": 76, "train_loss": 0.6150918206317717, "train_acc": 0.9869888475836431, "test_loss": 0.2765757775667942, "test_acc": 0.9242424242424242, "best_acc": 0.9356060606060606, "spike_rates": [0.09871451556682587, 0.11488988294320948, 0.10296185270828359, 0.11994856990435544, 0.13318278509027817], "spikes_per_sample": 398319.2166289593, "wall_time_s": 2.20564866065979, "timestamp": "2026-08-21T22:38:53.962282+00:00"}
+{"epoch": 77, "train_loss": 0.5904939467135858, "train_acc": 0.9907063197026023, "test_loss": 0.2948566097201723, "test_acc": 0.9318181818181818, "best_acc": 0.9356060606060606, "spike_rates": [0.09883972388856552, 0.11452339721076629, 0.10161827636115692, 0.1208072173244813, 0.13409351338358486], "spikes_per_sample": 397611.80033936654, "wall_time_s": 2.199385643005371, "timestamp": "2026-08-21T22:38:56.188325+00:00"}
+{"epoch": 78, "train_loss": 0.6044221343161005, "train_acc": 0.9888475836431226, "test_loss": 0.31370686581640533, "test_acc": 0.928030303030303, "best_acc": 0.9356060606060606, "spike_rates": [0.09944667535669663, 0.1147000228657442, 0.10136044025421143, 0.1196239353979335, 0.1328324193463606], "spikes_per_sample": 398769.32664027147, "wall_time_s": 2.1956429481506348, "timestamp": "2026-08-21T22:38:58.410879+00:00"}
+{"epoch": 79, "train_loss": 0.5945757202056261, "train_acc": 0.9981412639405205, "test_loss": 0.29351333686799713, "test_acc": 0.9393939393939394, "best_acc": 0.9393939393939394, "spike_rates": [0.09956726388019674, 0.11496356348781024, 0.10222415319260429, 0.11926173769375857, 0.13473866354016698], "spikes_per_sample": 399720.9066742081, "wall_time_s": 2.2003440856933594, "timestamp": "2026-08-21T22:39:00.638548+00:00"}
+{"epoch": 80, "train_loss": 0.5921351147407049, "train_acc": 0.9907063197026023, "test_loss": 0.3044427208828204, "test_acc": 0.9204545454545454, "best_acc": 0.9393939393939394, "spike_rates": [0.09943959467551287, 0.1147877424955368, 0.10213407041395411, 0.11908074030104805, 0.13337876691537745], "spikes_per_sample": 399186.58272058825, "wall_time_s": 2.2026731967926025, "timestamp": "2026-08-21T22:39:02.873307+00:00"}
+{"epoch": 81, "train_loss": 0.6108576746235107, "train_acc": 0.9869888475836431, "test_loss": 0.2834561051744403, "test_acc": 0.9356060606060606, "best_acc": 0.9393939393939394, "spike_rates": [0.09916633499019287, 0.11418006350012387, 0.10258619531112559, 0.11897384112372118, 0.13345333495560815], "spikes_per_sample": 398201.126979638, "wall_time_s": 2.200936794281006, "timestamp": "2026-08-21T22:39:05.100621+00:00"}
+{"epoch": 82, "train_loss": 0.5974833757017625, "train_acc": 0.9907063197026023, "test_loss": 0.3000400021220698, "test_acc": 0.9242424242424242, "best_acc": 0.9393939393939394, "spike_rates": [0.09946694049765081, 0.11434732596663867, 0.10258087384350159, 0.11917462112272487, 0.13426515810629902], "spikes_per_sample": 399036.9609728507, "wall_time_s": 2.2072360515594482, "timestamp": "2026-08-21T22:39:07.334700+00:00"}
+{"epoch": 83, "train_loss": 0.5915684941532887, "train_acc": 0.9925650557620818, "test_loss": 0.3036281105243798, "test_acc": 0.9356060606060606, "best_acc": 0.9393939393939394, "spike_rates": [0.0996297917821828, 0.11412728709333084, 0.10278974867918912, 0.11914578649927587, 0.13322381412281709], "spikes_per_sample": 399245.0318156109, "wall_time_s": 2.2113687992095947, "timestamp": "2026-08-21T22:39:09.571604+00:00"}
+{"epoch": 84, "train_loss": 0.5907095980910121, "train_acc": 0.9925650557620818, "test_loss": 0.2938334508375688, "test_acc": 0.9318181818181818, "best_acc": 0.9393939393939394, "spike_rates": [0.10038789054926704, 0.11419629437081955, 0.10239022444276248, 0.11893334765644635, 0.1338358232203652], "spikes_per_sample": 400675.83003393665, "wall_time_s": 2.2105236053466797, "timestamp": "2026-08-21T22:39:11.809671+00:00"}
+{"epoch": 85, "train_loss": 0.592795027676125, "train_acc": 0.9925650557620818, "test_loss": 0.33877175775441254, "test_acc": 0.9204545454545454, "best_acc": 0.9393939393939394, "spike_rates": [0.10024766580146902, 0.11372728470493765, 0.10185728572747287, 0.1186563162242665, 0.13390191600603216], "spikes_per_sample": 399576.684530543, "wall_time_s": 2.2110276222229004, "timestamp": "2026-08-21T22:39:14.047511+00:00"}
+{"epoch": 86, "train_loss": 0.6004430319296826, "train_acc": 0.9944237918215614, "test_loss": 0.3200795090559757, "test_acc": 0.9204545454545454, "best_acc": 0.9393939393939394, "spike_rates": [0.099887254921829, 0.11355245069545858, 0.10158448403372485, 0.11819130839670405, 0.13313852776499355], "spikes_per_sample": 398427.13588800904, "wall_time_s": 2.202562093734741, "timestamp": "2026-08-21T22:39:16.279586+00:00"}
+{"epoch": 87, "train_loss": 0.5837573612932823, "train_acc": 0.9944237918215614, "test_loss": 0.3309371101133751, "test_acc": 0.9242424242424242, "best_acc": 0.9393939393939394, "spike_rates": [0.10085130702046786, 0.11406460842665504, 0.10192385841818417, 0.11830975685049505, 0.135516015922322], "spikes_per_sample": 401198.92830882355, "wall_time_s": 2.202415704727173, "timestamp": "2026-08-21T22:39:18.509787+00:00"}
+{"epoch": 88, "train_loss": 0.5894090491156596, "train_acc": 0.9962825278810409, "test_loss": 0.3278518251397393, "test_acc": 0.9204545454545454, "best_acc": 0.9393939393939394, "spike_rates": [0.10056499567101984, 0.11406285754021477, 0.1012235923725016, 0.11777352454031215, 0.1337771871510674], "spikes_per_sample": 400145.280260181, "wall_time_s": 2.2056641578674316, "timestamp": "2026-08-21T22:39:20.740166+00:00"}
+{"epoch": 89, "train_loss": 0.5859401788853358, "train_acc": 0.9962825278810409, "test_loss": 0.29298289210507367, "test_acc": 0.9318181818181818, "best_acc": 0.9393939393939394, "spike_rates": [0.10028926589909722, 0.11404334359309252, 0.10128078916493584, 0.11801342315533582, 0.13289858137860017], "spikes_per_sample": 399601.0343608597, "wall_time_s": 2.20939564704895, "timestamp": "2026-08-21T22:39:22.976614+00:00"}
+{"epoch": 90, "train_loss": 0.5868607232118628, "train_acc": 0.9981412639405205, "test_loss": 0.30889315045241156, "test_acc": 0.928030303030303, "best_acc": 0.9393939393939394, "spike_rates": [0.10010950179661021, 0.11387599610230502, 0.10161816021975349, 0.11823327839374542, 0.13459862418034496], "spikes_per_sample": 399268.20376131224, "wall_time_s": 2.208158493041992, "timestamp": "2026-08-21T22:39:25.217900+00:00"}
+{"epoch": 91, "train_loss": 0.5970938710918213, "train_acc": 0.9888475836431226, "test_loss": 0.313064896699154, "test_acc": 0.9318181818181818, "best_acc": 0.9393939393939394, "spike_rates": [0.10007788021774854, 0.1138161556685672, 0.10111983953153386, 0.11751146702205434, 0.13324247388278737], "spikes_per_sample": 398772.5318156109, "wall_time_s": 2.205021858215332, "timestamp": "2026-08-21T22:39:27.449081+00:00"}
+{"epoch": 92, "train_loss": 0.5966533856764159, "train_acc": 0.9851301115241635, "test_loss": 0.304923263463107, "test_acc": 0.9393939393939394, "best_acc": 0.9393939393939394, "spike_rates": [0.09997756121789708, 0.11350260368164848, 0.10080624941517324, 0.11747268105254453, 0.1328427765299292], "spikes_per_sample": 398060.9428733032, "wall_time_s": 2.205622911453247, "timestamp": "2026-08-21T22:39:29.680360+00:00"}
+{"epoch": 93, "train_loss": 0.5901149994378639, "train_acc": 0.9962825278810409, "test_loss": 0.3071941182468877, "test_acc": 0.928030303030303, "best_acc": 0.9393939393939394, "spike_rates": [0.10030675942406934, 0.11405141213360954, 0.10154936418813817, 0.11791988330728867, 0.1337888381060432], "spikes_per_sample": 399783.2886029412, "wall_time_s": 2.2034122943878174, "timestamp": "2026-08-21T22:39:31.910743+00:00"}
+{"epoch": 94, "train_loss": 0.5873870284583932, "train_acc": 0.9907063197026023, "test_loss": 0.28582104769620026, "test_acc": 0.9318181818181818, "best_acc": 0.9393939393939394, "spike_rates": [0.10013614594936371, 0.11380563018953099, 0.10121445401626475, 0.11821439818424337, 0.134132420315462], "spikes_per_sample": 399033.9653563348, "wall_time_s": 2.208052635192871, "timestamp": "2026-08-21T22:39:34.146070+00:00"}
+{"epoch": 95, "train_loss": 0.5887974174935579, "train_acc": 0.9962825278810409, "test_loss": 0.3195669303337733, "test_acc": 0.9356060606060606, "best_acc": 0.9393939393939394, "spike_rates": [0.09994655365453047, 0.1131843280266313, 0.10093390459523481, 0.1173796526649419, 0.13269503852900336], "spikes_per_sample": 397716.82932692306, "wall_time_s": 2.210139036178589, "timestamp": "2026-08-21T22:39:36.382060+00:00"}
+{"epoch": 96, "train_loss": 0.5835939597019919, "train_acc": 0.9944237918215614, "test_loss": 0.3019040082440232, "test_acc": 0.9393939393939394, "best_acc": 0.9393939393939394, "spike_rates": [0.10032985841526705, 0.11397874837412554, 0.10131757268134285, 0.11767056321396548, 0.134583261959693], "spikes_per_sample": 399608.26046380086, "wall_time_s": 2.204928159713745, "timestamp": "2026-08-21T22:39:38.611798+00:00"}
+{"epoch": 97, "train_loss": 0.5813188967208437, "train_acc": 0.9962825278810409, "test_loss": 0.2941254779244914, "test_acc": 0.9356060606060606, "best_acc": 0.9393939393939394, "spike_rates": [0.10025794102865107, 0.11378816076937844, 0.1008608332451652, 0.11751990020275116, 0.13415886374080882], "spikes_per_sample": 398995.61298076925, "wall_time_s": 2.2027294635772705, "timestamp": "2026-08-21T22:39:40.842506+00:00"}
+{"epoch": 98, "train_loss": 0.5890824043617816, "train_acc": 0.9944237918215614, "test_loss": 0.30521982501853595, "test_acc": 0.9356060606060606, "best_acc": 0.9393939393939394, "spike_rates": [0.10011172163135865, 0.11367856404360603, 0.10097253892351599, 0.1176086541484384, 0.1350657606826109], "spikes_per_sample": 398650.9333993213, "wall_time_s": 2.2141804695129395, "timestamp": "2026-08-21T22:39:43.084548+00:00"}
+{"epoch": 99, "train_loss": 0.5908994131815035, "train_acc": 0.9925650557620818, "test_loss": 0.3176531945214127, "test_acc": 0.9356060606060606, "best_acc": 0.9393939393939394, "spike_rates": [0.1002932269783581, 0.11343054692534839, 0.10085590622004341, 0.1174019710982547, 0.13351103838752298], "spikes_per_sample": 398670.8141968326, "wall_time_s": 2.214864730834961, "timestamp": "2026-08-21T22:39:45.333441+00:00"}
+{"epoch": 100, "train_loss": 0.5907304783292863, "train_acc": 0.9907063197026023, "test_loss": 0.3162721711577791, "test_acc": 0.9356060606060606, "best_acc": 0.9393939393939394, "spike_rates": [0.10014509935589398, 0.11309218406677246, 0.10059405337361728, 0.11705761402845383, 0.13319828492753646], "spikes_per_sample": 397820.1011029412, "wall_time_s": 2.2020492553710938, "timestamp": "2026-08-21T22:39:47.561456+00:00"}

opt8_ftbc_threshold_balance/opt8_calib95.0_ftbc_t8.gpu_telemetry.csv

@@ -0,0 +1,173 @@
+timestamp,index,utilization.gpu,utilization.memory,memory.used,memory.total,temperature.gpu,power.draw,clocks.sm
+2026/08/21 22:34:03.610, 0, 0, 0, 0, 15360, 62, 10.36, 300
+2026/08/21 22:34:03.628, 1, 0, 0, 0, 15360, 47, 10.16, 300
+2026/08/21 22:34:08.681, 0, 0, 0, 105, 15360, 63, 28.03, 585
+2026/08/21 22:34:08.693, 1, 0, 0, 123, 15360, 48, 26.84, 585
+2026/08/21 22:34:13.741, 0, 0, 0, 205, 15360, 64, 28.11, 585
+2026/08/21 22:34:13.753, 1, 100, 0, 205, 15360, 52, 39.78, 1590
+2026/08/21 22:34:18.799, 0, 0, 0, 205, 15360, 64, 28.60, 585
+2026/08/21 22:34:18.810, 1, 100, 0, 205, 15360, 53, 40.07, 1590
+2026/08/21 22:34:23.854, 0, 0, 0, 205, 15360, 65, 28.21, 585
+2026/08/21 22:34:23.864, 1, 100, 0, 205, 15360, 54, 40.37, 1590
+2026/08/21 22:34:28.908, 0, 0, 0, 205, 15360, 65, 28.41, 585
+2026/08/21 22:34:28.918, 1, 100, 0, 205, 15360, 56, 40.57, 1590
+2026/08/21 22:34:33.967, 0, 0, 0, 205, 15360, 66, 28.41, 585
+2026/08/21 22:34:33.977, 1, 100, 0, 205, 15360, 57, 40.86, 1590
+2026/08/21 22:34:39.022, 0, 0, 0, 205, 15360, 66, 28.51, 585
+2026/08/21 22:34:39.032, 1, 0, 0, 205, 15360, 56, 27.83, 585
+2026/08/21 22:34:44.079, 0, 0, 0, 205, 15360, 66, 28.60, 585
+2026/08/21 22:34:44.089, 1, 0, 0, 205, 15360, 56, 27.83, 585
+2026/08/21 22:34:49.137, 0, 0, 0, 205, 15360, 66, 28.51, 585
+2026/08/21 22:34:49.148, 1, 0, 0, 205, 15360, 56, 27.93, 585
+2026/08/21 22:34:54.197, 0, 0, 0, 205, 15360, 67, 28.60, 585
+2026/08/21 22:34:54.207, 1, 0, 0, 205, 15360, 57, 28.03, 585
+2026/08/21 22:34:59.255, 0, 0, 0, 205, 15360, 67, 28.70, 585
+2026/08/21 22:34:59.266, 1, 0, 0, 205, 15360, 57, 28.32, 585
+2026/08/21 22:35:04.316, 0, 0, 0, 205, 15360, 67, 28.70, 585
+2026/08/21 22:35:04.326, 1, 0, 0, 205, 15360, 57, 28.03, 585
+2026/08/21 22:35:09.374, 0, 0, 0, 205, 15360, 68, 28.80, 585
+2026/08/21 22:35:09.384, 1, 0, 0, 205, 15360, 58, 28.13, 585
+2026/08/21 22:35:14.431, 0, 0, 0, 205, 15360, 68, 28.80, 585
+2026/08/21 22:35:14.441, 1, 0, 0, 205, 15360, 58, 28.13, 585
+2026/08/21 22:35:19.491, 0, 0, 0, 205, 15360, 68, 28.90, 585
+2026/08/21 22:35:19.501, 1, 0, 0, 205, 15360, 58, 28.23, 585
+2026/08/21 22:35:24.551, 0, 0, 0, 341, 15360, 68, 29.00, 585
+2026/08/21 22:35:24.561, 1, 0, 0, 205, 15360, 59, 28.32, 585
+2026/08/21 22:35:29.610, 0, 0, 0, 341, 15360, 69, 29.00, 585
+2026/08/21 22:35:29.621, 1, 0, 0, 205, 15360, 59, 28.32, 585
+2026/08/21 22:35:34.668, 0, 0, 0, 341, 15360, 69, 29.00, 585
+2026/08/21 22:35:34.678, 1, 0, 0, 205, 15360, 59, 28.52, 585
+2026/08/21 22:35:39.724, 0, 100, 0, 395, 15360, 70, 40.27, 1470
+2026/08/21 22:35:39.733, 1, 0, 0, 205, 15360, 60, 28.51, 585
+2026/08/21 22:35:44.781, 0, 100, 0, 395, 15360, 72, 45.05, 1590
+2026/08/21 22:35:44.788, 1, 0, 0, 205, 15360, 60, 28.60, 585
+2026/08/21 22:35:49.836, 0, 100, 0, 395, 15360, 73, 45.44, 1590
+2026/08/21 22:35:49.844, 1, 0, 0, 341, 15360, 60, 28.60, 585
+2026/08/21 22:35:54.893, 0, 100, 0, 395, 15360, 74, 45.71, 1590
+2026/08/21 22:35:54.900, 1, 0, 0, 341, 15360, 61, 28.70, 585
+2026/08/21 22:35:59.948, 0, 100, 0, 395, 15360, 75, 46.00, 1590
+2026/08/21 22:35:59.957, 1, 0, 0, 341, 15360, 61, 28.80, 585
+2026/08/21 22:36:05.007, 0, 36, 25, 2703, 15360, 76, 62.95, 1200
+2026/08/21 22:36:05.026, 1, 53, 26, 2703, 15360, 63, 69.42, 1155
+2026/08/21 22:36:10.076, 0, 96, 81, 2705, 15360, 79, 69.09, 1275
+2026/08/21 22:36:10.094, 1, 96, 81, 2703, 15360, 67, 62.65, 1365
+2026/08/21 22:36:15.145, 0, 95, 80, 2705, 15360, 80, 66.24, 1095
+2026/08/21 22:36:15.164, 1, 95, 82, 2703, 15360, 69, 62.91, 1275
+2026/08/21 22:36:20.225, 0, 98, 96, 2705, 15360, 81, 68.93, 1215
+2026/08/21 22:36:20.242, 1, 95, 78, 2703, 15360, 70, 44.36, 1590
+2026/08/21 22:36:25.287, 0, 95, 83, 2705, 15360, 82, 68.89, 990
+2026/08/21 22:36:25.308, 1, 94, 80, 2703, 15360, 72, 64.67, 1170
+2026/08/21 22:36:30.361, 0, 96, 83, 2705, 15360, 81, 70.06, 1035
+2026/08/21 22:36:30.380, 1, 95, 81, 2703, 15360, 72, 64.47, 1215
+2026/08/21 22:36:35.434, 0, 95, 80, 2705, 15360, 80, 64.24, 1155
+2026/08/21 22:36:35.451, 1, 97, 82, 2703, 15360, 71, 63.05, 1290
+2026/08/21 22:36:40.508, 0, 97, 97, 2705, 15360, 78, 66.43, 1290
+2026/08/21 22:36:40.516, 1, 100, 0, 2703, 15360, 70, 45.81, 1590
+2026/08/21 22:36:45.563, 0, 95, 80, 2705, 15360, 77, 65.36, 1200
+2026/08/21 22:36:45.584, 1, 96, 83, 2703, 15360, 70, 65.61, 1425
+2026/08/21 22:36:50.640, 0, 96, 80, 2705, 15360, 76, 67.66, 1185
+2026/08/21 22:36:50.661, 1, 93, 81, 2703, 15360, 70, 68.58, 1260
+2026/08/21 22:36:55.721, 0, 94, 82, 2705, 15360, 76, 72.17, 1200
+2026/08/21 22:36:55.743, 1, 95, 83, 2703, 15360, 69, 67.96, 1395
+2026/08/21 22:37:00.791, 0, 96, 82, 2705, 15360, 75, 65.45, 1125
+2026/08/21 22:37:00.805, 1, 95, 84, 2703, 15360, 69, 66.82, 1200
+2026/08/21 22:37:05.861, 0, 96, 82, 2705, 15360, 75, 71.00, 1155
+2026/08/21 22:37:05.871, 1, 96, 83, 2703, 15360, 70, 76.96, 1185
+2026/08/21 22:37:10.926, 0, 97, 87, 2705, 15360, 75, 62.46, 1275
+2026/08/21 22:37:10.940, 1, 97, 86, 2703, 15360, 70, 56.88, 1275
+2026/08/21 22:37:15.996, 0, 86, 85, 2705, 15360, 76, 68.79, 1410
+2026/08/21 22:37:16.012, 1, 99, 12, 2703, 15360, 71, 69.07, 1320
+2026/08/21 22:37:21.068, 0, 96, 81, 2705, 15360, 76, 66.29, 1215
+2026/08/21 22:37:21.079, 1, 96, 82, 2703, 15360, 71, 61.32, 1275
+2026/08/21 22:37:26.129, 0, 96, 84, 2705, 15360, 76, 72.27, 1155
+2026/08/21 22:37:26.146, 1, 94, 81, 2703, 15360, 72, 76.47, 1140
+2026/08/21 22:37:31.199, 0, 97, 88, 2705, 15360, 77, 65.26, 1260
+2026/08/21 22:37:31.215, 1, 96, 65, 2703, 15360, 71, 41.03, 1560
+2026/08/21 22:37:36.266, 0, 95, 80, 2705, 15360, 77, 61.28, 1230
+2026/08/21 22:37:36.282, 1, 95, 83, 2703, 15360, 73, 67.21, 1275
+2026/08/21 22:37:41.335, 0, 96, 85, 2705, 15360, 78, 62.24, 1260
+2026/08/21 22:37:41.350, 1, 95, 81, 2703, 15360, 74, 64.38, 1065
+2026/08/21 22:37:46.402, 0, 96, 81, 2705, 15360, 78, 65.90, 1110
+2026/08/21 22:37:46.420, 1, 95, 81, 2703, 15360, 74, 78.66, 1215
+2026/08/21 22:37:51.476, 0, 97, 97, 2705, 15360, 78, 69.81, 1260
+2026/08/21 22:37:51.492, 1, 100, 0, 2703, 15360, 74, 46.79, 1590
+2026/08/21 22:37:56.539, 0, 95, 82, 2705, 15360, 78, 68.79, 1155
+2026/08/21 22:37:56.554, 1, 95, 83, 2703, 15360, 75, 68.25, 1155
+2026/08/21 22:38:01.609, 0, 97, 85, 2705, 15360, 78, 68.89, 1200
+2026/08/21 22:38:01.620, 1, 95, 83, 2703, 15360, 75, 66.38, 1290
+2026/08/21 22:38:06.676, 0, 96, 82, 2705, 15360, 78, 65.90, 1050
+2026/08/21 22:38:06.692, 1, 97, 85, 2703, 15360, 75, 62.83, 1110
+2026/08/21 22:38:11.756, 0, 83, 75, 2705, 15360, 77, 64.87, 1200
+2026/08/21 22:38:11.779, 1, 97, 39, 2703, 15360, 75, 64.32, 1200
+2026/08/21 22:38:16.834, 0, 95, 82, 2705, 15360, 77, 67.47, 1110
+2026/08/21 22:38:16.848, 1, 97, 85, 2703, 15360, 75, 60.89, 1155
+2026/08/21 22:38:21.903, 0, 95, 80, 2705, 15360, 77, 64.73, 1200
+2026/08/21 22:38:21.916, 1, 95, 82, 2703, 15360, 75, 73.83, 1230
+2026/08/21 22:38:26.963, 0, 97, 87, 2705, 15360, 77, 66.57, 1275
+2026/08/21 22:38:26.982, 1, 96, 82, 2703, 15360, 74, 42.22, 1575
+2026/08/21 22:38:32.028, 0, 95, 81, 2705, 15360, 77, 61.91, 1155
+2026/08/21 22:38:32.051, 1, 96, 85, 2703, 15360, 75, 67.37, 1185
+2026/08/21 22:38:37.106, 0, 97, 86, 2705, 15360, 77, 56.00, 1290
+2026/08/21 22:38:37.124, 1, 95, 83, 2703, 15360, 75, 67.57, 1185
+2026/08/21 22:38:42.176, 0, 95, 81, 2705, 15360, 77, 75.74, 1140
+2026/08/21 22:38:42.192, 1, 95, 80, 2703, 15360, 75, 63.05, 1095
+2026/08/21 22:38:47.244, 0, 98, 99, 2705, 15360, 77, 64.81, 1245
+2026/08/21 22:38:47.259, 1, 100, 18, 2703, 15360, 74, 46.69, 1590
+2026/08/21 22:38:52.306, 0, 96, 83, 2705, 15360, 77, 71.24, 1140
+2026/08/21 22:38:52.330, 1, 96, 81, 2703, 15360, 75, 63.38, 1125
+2026/08/21 22:38:57.386, 0, 95, 81, 2705, 15360, 77, 67.90, 1320
+2026/08/21 22:38:57.403, 1, 98, 86, 2703, 15360, 75, 61.77, 1245
+2026/08/21 22:39:02.459, 0, 95, 81, 2705, 15360, 77, 78.71, 1140
+2026/08/21 22:39:02.475, 1, 95, 84, 2703, 15360, 76, 68.25, 1110
+2026/08/21 22:39:07.533, 0, 85, 77, 2705, 15360, 77, 54.13, 1245
+2026/08/21 22:39:07.547, 1, 100, 16, 2703, 15360, 76, 62.07, 1260
+2026/08/21 22:39:12.603, 0, 95, 84, 2705, 15360, 77, 76.81, 1260
+2026/08/21 22:39:12.613, 1, 96, 82, 2703, 15360, 76, 76.08, 1110
+2026/08/21 22:39:17.669, 0, 96, 83, 2705, 15360, 77, 68.05, 1170
+2026/08/21 22:39:17.686, 1, 96, 81, 2703, 15360, 76, 60.63, 1170
+2026/08/21 22:39:22.744, 0, 95, 82, 2705, 15360, 77, 64.96, 1245
+2026/08/21 22:39:22.756, 1, 96, 84, 2703, 15360, 75, 44.06, 1560
+2026/08/21 22:39:27.801, 0, 94, 82, 2705, 15360, 77, 64.87, 1095
+2026/08/21 22:39:27.819, 1, 96, 82, 2703, 15360, 76, 65.94, 1110
+2026/08/21 22:39:32.873, 0, 96, 80, 2705, 15360, 77, 63.99, 1215
+2026/08/21 22:39:32.886, 1, 95, 80, 2703, 15360, 76, 64.32, 1185
+2026/08/21 22:39:37.933, 0, 97, 86, 2705, 15360, 77, 67.66, 1320
+2026/08/21 22:39:37.947, 1, 97, 86, 2703, 15360, 76, 69.42, 1215
+2026/08/21 22:39:43.003, 0, 98, 98, 2705, 15360, 77, 68.74, 1290
+2026/08/21 22:39:43.024, 1, 97, 53, 2703, 15360, 75, 47.28, 1590
+2026/08/21 22:39:48.072, 0, 22, 16, 2703, 15360, 77, 77.93, 1200
+2026/08/21 22:39:48.088, 1, 0, 0, 2687, 15360, 74, 41.43, 1590
+2026/08/21 22:39:53.130, 0, 76, 57, 2705, 15360, 76, 58.87, 1410
+2026/08/21 22:39:53.142, 1, 0, 0, 3, 15360, 71, 30.27, 360
+2026/08/21 22:39:58.189, 0, 44, 24, 2705, 15360, 76, 55.41, 1590
+2026/08/21 22:39:58.199, 1, 0, 0, 3, 15360, 66, 11.54, 300
+2026/08/21 22:40:03.255, 0, 82, 64, 4497, 15360, 77, 62.14, 1335
+2026/08/21 22:40:03.268, 1, 0, 0, 3, 15360, 64, 10.85, 300
+2026/08/21 22:40:08.322, 0, 80, 61, 4499, 15360, 77, 73.73, 1155
+2026/08/21 22:40:08.335, 1, 0, 0, 3, 15360, 62, 10.85, 300
+2026/08/21 22:40:13.390, 0, 68, 52, 4499, 15360, 77, 74.92, 1365
+2026/08/21 22:40:13.408, 1, 0, 0, 3, 15360, 61, 11.25, 300
+2026/08/21 22:40:18.462, 0, 80, 60, 4499, 15360, 77, 57.25, 1380
+2026/08/21 22:40:18.482, 1, 0, 0, 3, 15360, 59, 11.54, 300
+2026/08/21 22:40:23.537, 0, 77, 57, 4499, 15360, 78, 79.30, 1230
+2026/08/21 22:40:23.553, 1, 0, 0, 3, 15360, 58, 10.35, 300
+2026/08/21 22:40:28.607, 0, 80, 58, 4499, 15360, 77, 66.53, 1290
+2026/08/21 22:40:28.619, 1, 0, 0, 3, 15360, 57, 10.35, 300
+2026/08/21 22:40:33.672, 0, 72, 49, 4499, 15360, 78, 64.67, 1410
+2026/08/21 22:40:33.684, 1, 0, 0, 3, 15360, 56, 10.25, 300
+2026/08/21 22:40:38.740, 0, 85, 70, 4499, 15360, 78, 70.75, 1230
+2026/08/21 22:40:38.751, 1, 0, 0, 3, 15360, 54, 10.55, 300
+2026/08/21 22:40:43.806, 0, 86, 68, 4499, 15360, 77, 75.24, 1215
+2026/08/21 22:40:43.816, 1, 0, 0, 3, 15360, 53, 10.15, 300
+2026/08/21 22:40:48.870, 0, 76, 54, 4499, 15360, 77, 69.57, 1200
+2026/08/21 22:40:48.881, 1, 0, 0, 3, 15360, 52, 9.86, 300
+2026/08/21 22:40:53.934, 0, 76, 57, 4499, 15360, 77, 52.24, 1425
+2026/08/21 22:40:53.944, 1, 0, 0, 3, 15360, 52, 9.96, 300
+2026/08/21 22:40:58.998, 0, 72, 50, 4499, 15360, 77, 72.22, 1245
+2026/08/21 22:40:59.008, 1, 0, 0, 3, 15360, 51, 9.76, 300
+2026/08/21 22:41:04.061, 0, 82, 60, 4499, 15360, 77, 55.02, 1305
+2026/08/21 22:41:04.073, 1, 0, 0, 3, 15360, 50, 11.84, 300
+2026/08/21 22:41:09.126, 0, 78, 57, 4499, 15360, 77, 60.81, 1335
+2026/08/21 22:41:09.139, 1, 0, 0, 3, 15360, 49, 9.86, 300
+2026/08/21 22:41:14.192, 0, 0, 0, 4499, 15360, 76, 40.76, 1590
+2026/08/21 22:41:14.199, 1, 0, 0, 3, 15360, 48, 10.35, 300

opt8_ftbc_threshold_balance/opt8_calib95.0_ftbc_t8.summary.json

@@ -0,0 +1,92 @@
+{
+  "tag": "opt8_calib95.0_ftbc_t8",
+  "script": "opt8_ftbc_threshold_balance.py",
+  "script_sha256_16": "bd4d430801bedca5",
+  "hf_folder": "opt8_ftbc_threshold_balance",
+  "priority": 2,
+  "note": "aggressive clipping",
+  "phase": 9,
+  "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",
+    "--calib-percentile",
+    "95.0",
+    "--ftbc",
+    "--ftbc-target-ticks",
+    "8"
+  ],
+  "flags": [
+    "--calibrate-thresh",
+    "--calib-percentile",
+    "95.0",
+    "--ftbc",
+    "--ftbc-target-ticks",
+    "8"
+  ],
+  "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": 431.7,
+  "sec_per_epoch": 4.32,
+  "started_utc": "2026-08-21T22:34:03.569191+00:00",
+  "finished_utc": "2026-08-21T22:41:15.239759+00:00",
+  "final_epoch_metrics": {
+    "epoch": 100,
+    "train_loss": 0.5907304783292863,
+    "train_acc": 0.9907063197026023,
+    "test_loss": 0.3162721711577791,
+    "test_acc": 0.9356060606060606,
+    "best_acc": 0.9393939393939394,
+    "spike_rates": [
+      0.10014509935589398,
+      0.11309218406677246,
+      0.10059405337361728,
+      0.11705761402845383,
+      0.13319828492753646
+    ],
+    "spikes_per_sample": 397820.1011029412,
+    "wall_time_s": 2.2020492553710938,
+    "timestamp": "2026-08-21T22:39:47.561456+00:00"
+  },
+  "best": {
+    "epoch": 79,
+    "test_acc": 0.9393939393939394
+  },
+  "event_driven": {
+    "event_driven_test_acc": 0.9356060606060606,
+    "synaptic_ops_per_inference": 251797975.11805555
+  },
+  "driver_version": 1,
+  "zip": {
+    "name": "opt8_calib95.0_ftbc_t8.zip",
+    "files": 313,
+    "bytes": 1443199495,
+    "MB": 1443.2,
+    "sha256": "d7598c0c0905eaab5c46eabdc127837d09d4fc74436aeef3f1a46aebbf762ba2"
+  }
+}

opt8_ftbc_threshold_balance/opt8_calib95.0_ftbc_t8.zip

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d7598c0c0905eaab5c46eabdc127837d09d4fc74436aeef3f1a46aebbf762ba2
+size 1443199495