add run opt8_control_off
Browse files- opt8_ftbc_threshold_balance/opt8_control_off.epochs.csv +101 -0
- opt8_ftbc_threshold_balance/opt8_control_off.epochs.jsonl +100 -0
- opt8_ftbc_threshold_balance/opt8_control_off.gpu_telemetry.csv +177 -0
- opt8_ftbc_threshold_balance/opt8_control_off.summary.json +84 -0
- opt8_ftbc_threshold_balance/opt8_control_off.zip +3 -0
opt8_ftbc_threshold_balance/opt8_control_off.epochs.csv
ADDED
|
@@ -0,0 +1,101 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
tag,script,script_sha256_16,phase,priority,flags,note,gpus,amp,batch_size_per_gpu,num_bins_T,epochs_requested,epoch,train_loss,train_acc,test_loss,test_acc,best_acc,spikes_per_sample,wall_time_s,cum_wall_time_s,timestamp,spk_rate_l0,spk_rate_l1,spk_rate_l2,spk_rate_l3,spk_rate_l4,spk_rate_mean,spike_rates_json,gpu_samples,gpu_power_w_mean,energy_wh,gpu_util_pct_mean,gpu_mem_mb_peak
|
| 2 |
+
opt8_control_off,opt8_ftbc_threshold_balance.py,bd4d430801bedca5,2,0,--no-calibrate-thresh --no-ftbc,control,2,False,32,16,100,1,2.5724953541525233,0.45539033457249073,4.749706759597316,0.2196969696969697,0.2196969696969697,449508.1534219457,2.6634252071380615,2.7,2026-08-21T07:01:20.981588+00:00,0.0980865850168116,0.13167229645392475,0.15414911070290735,0.17829227359855876,0.1851230123463799,0.149465,"[0.0980865850168116, 0.13167229645392475, 0.15414911070290735, 0.17829227359855876, 0.1851230123463799]",1,123.8,0.09159,96.0,5406.0
|
| 3 |
+
opt8_control_off,opt8_ftbc_threshold_balance.py,bd4d430801bedca5,2,0,--no-calibrate-thresh --no-ftbc,control,2,False,32,16,100,2,1.7474317103070398,0.49070631970260226,2.6481616641535903,0.45454545454545453,0.45454545454545453,494848.24052601814,2.2073733806610107,4.9,2026-08-21T07:01:23.218642+00:00,0.10835841122795553,0.14862497501513539,0.16552922304938822,0.1791222218204947,0.1789640196982552,0.15612,"[0.10835841122795553, 0.14862497501513539, 0.16552922304938822, 0.1791222218204947, 0.1789640196982552]",,,,,
|
| 4 |
+
opt8_control_off,opt8_ftbc_threshold_balance.py,bd4d430801bedca5,2,0,--no-calibrate-thresh --no-ftbc,control,2,False,32,16,100,3,1.5718826631631106,0.5539033457249071,1.2030755389820447,0.5984848484848485,0.5984848484848485,506666.13404977374,2.222640037536621,7.1,2026-08-21T07:01:25.475237+00:00,0.11061451145831276,0.15062625618541942,0.1744483998593162,0.18086778591660893,0.18850447412799387,0.161012,"[0.11061451145831276, 0.15062625618541942, 0.1744483998593162, 0.18086778591660893, 0.18850447412799387]",1,121.42,0.07496,95.5,5408.0
|
| 5 |
+
opt8_control_off,opt8_ftbc_threshold_balance.py,bd4d430801bedca5,2,0,--no-calibrate-thresh --no-ftbc,control,2,False,32,16,100,4,1.4296932747816065,0.604089219330855,1.2939138159607395,0.5454545454545454,0.5984848484848485,498702.9547511312,2.2188990116119385,9.3,2026-08-21T07:01:27.724096+00:00,0.10704055428504944,0.14926621054901795,0.17548011944574468,0.18443106903749354,0.18229062592282014,0.159702,"[0.10704055428504944, 0.14926621054901795, 0.17548011944574468, 0.18443106903749354, 0.18229062592282014]",,,,,
|
| 6 |
+
opt8_control_off,opt8_ftbc_threshold_balance.py,bd4d430801bedca5,2,0,--no-calibrate-thresh --no-ftbc,control,2,False,32,16,100,5,1.392005622608511,0.5762081784386617,1.232051502574574,0.5946969696969697,0.5984848484848485,503436.38602941175,2.2293570041656494,11.5,2026-08-21T07:01:29.979463+00:00,0.1098606915158384,0.14884832501411438,0.17589315246133244,0.17756682108430302,0.1750908590414945,0.157452,"[0.1098606915158384, 0.14884832501411438, 0.17589315246133244, 0.17756682108430302, 0.1750908590414945]",,,,,
|
| 7 |
+
opt8_control_off,opt8_ftbc_threshold_balance.py,bd4d430801bedca5,2,0,--no-calibrate-thresh --no-ftbc,control,2,False,32,16,100,6,1.3649659431556787,0.5985130111524164,1.169613534753973,0.5568181818181818,0.5984848484848485,505634.3921097285,2.234351873397827,13.8,2026-08-21T07:01:32.238494+00:00,0.11423891256837283,0.14285813973230474,0.17430590882020838,0.17863192453103907,0.17418649967978983,0.156844,"[0.11423891256837283, 0.14285813973230474, 0.17430590882020838, 0.17863192453103907, 0.17418649967978983]",,,,,
|
| 8 |
+
opt8_control_off,opt8_ftbc_threshold_balance.py,bd4d430801bedca5,2,0,--no-calibrate-thresh --no-ftbc,control,2,False,32,16,100,7,1.3206478733998692,0.6078066914498141,0.8736908219077371,0.6212121212121212,0.6212121212121212,506014.9618212669,2.2356748580932617,16.0,2026-08-21T07:01:34.499583+00:00,0.113969285698498,0.14265378170153675,0.17378427526530096,0.18891029673464158,0.1842811379362555,0.16072,"[0.113969285698498, 0.14265378170153675, 0.17378427526530096, 0.18891029673464158, 0.1842811379362555]",,,,,
|
| 9 |
+
opt8_control_off,opt8_ftbc_threshold_balance.py,bd4d430801bedca5,2,0,--no-calibrate-thresh --no-ftbc,control,2,False,32,16,100,8,1.2835052305880976,0.604089219330855,1.02316030589017,0.5795454545454546,0.6212121212121212,496058.7236990951,2.2377243041992188,18.2,2026-08-21T07:01:36.768492+00:00,0.11024451781721677,0.13989631568684296,0.17524349338868084,0.1890269605552449,0.18012163393637715,0.158907,"[0.11024451781721677, 0.13989631568684296, 0.17524349338868084, 0.1890269605552449, 0.18012163393637715]",1,124.62,0.07746,96.5,5408.0
|
| 10 |
+
opt8_control_off,opt8_ftbc_threshold_balance.py,bd4d430801bedca5,2,0,--no-calibrate-thresh --no-ftbc,control,2,False,32,16,100,9,1.2446366606148644,0.6356877323420075,0.9087995435252334,0.6325757575757576,0.6325757575757576,491064.63461538457,2.237558126449585,20.5,2026-08-21T07:01:39.031171+00:00,0.10636633152470869,0.1440828775658327,0.17656488453640656,0.17481007996727438,0.17043318292673895,0.154451,"[0.10636633152470869, 0.1440828775658327, 0.17656488453640656, 0.17481007996727438, 0.17043318292673895]",,,,,
|
| 11 |
+
opt8_control_off,opt8_ftbc_threshold_balance.py,bd4d430801bedca5,2,0,--no-calibrate-thresh --no-ftbc,control,2,False,32,16,100,10,1.2418696672056688,0.6431226765799256,1.1409279053861445,0.5681818181818182,0.6325757575757576,476083.14621040726,2.246455430984497,22.7,2026-08-21T07:01:41.307863+00:00,0.10588063957060084,0.1377438666189418,0.16320332621826844,0.1721908318645814,0.17421052736394546,0.150646,"[0.10588063957060084, 0.1377438666189418, 0.16320332621826844, 0.1721908318645814, 0.17421052736394546]",1,135.64,0.08464,96.0,5408.0
|
| 12 |
+
opt8_control_off,opt8_ftbc_threshold_balance.py,bd4d430801bedca5,2,0,--no-calibrate-thresh --no-ftbc,control,2,False,32,16,100,11,1.2603053195769016,0.6449814126394052,1.0282448205080899,0.6287878787878788,0.6325757575757576,475395.0880938914,2.250108242034912,25.0,2026-08-21T07:01:43.583491+00:00,0.10303747215691735,0.14144990286406348,0.16532536727540634,0.17390429885948405,0.18066040382665746,0.152875,"[0.10303747215691735, 0.14144990286406348, 0.16532536727540634, 0.17390429885948405, 0.18066040382665746]",,,,,
|
| 13 |
+
opt8_control_off,opt8_ftbc_threshold_balance.py,bd4d430801bedca5,2,0,--no-calibrate-thresh --no-ftbc,control,2,False,32,16,100,12,1.2277454159959984,0.6617100371747212,0.7559428991693439,0.7159090909090909,0.7159090909090909,479534.95220588235,2.2640743255615234,27.2,2026-08-21T07:01:45.873634+00:00,0.10688753163113314,0.13974284073885748,0.16204465575077953,0.1708290226319257,0.17780820061178768,0.151462,"[0.10688753163113314, 0.13974284073885748, 0.16204465575077953, 0.1708290226319257, 0.17780820061178768]",1,135.87,0.08545,96.5,5408.0
|
| 14 |
+
opt8_control_off,opt8_ftbc_threshold_balance.py,bd4d430801bedca5,2,0,--no-calibrate-thresh --no-ftbc,control,2,False,32,16,100,13,1.1977461341588471,0.6765799256505576,0.994309046051719,0.6401515151515151,0.7159090909090909,499979.71606334846,2.2683403491973877,29.5,2026-08-21T07:01:48.172402+00:00,0.1130564940326354,0.14335710073218627,0.16923203713753643,0.1706100903889712,0.1750054683755426,0.154252,"[0.1130564940326354, 0.14335710073218627, 0.16923203713753643, 0.1706100903889712, 0.1750054683755426]",,,,,
|
| 15 |
+
opt8_control_off,opt8_ftbc_threshold_balance.py,bd4d430801bedca5,2,0,--no-calibrate-thresh --no-ftbc,control,2,False,32,16,100,14,1.1406578007240722,0.6933085501858736,0.766222829168493,0.7007575757575758,0.7159090909090909,504093.97143665154,2.273195266723633,31.8,2026-08-21T07:01:50.471314+00:00,0.11393189693198484,0.1448387407204684,0.1696614929858376,0.17405541679438422,0.1811496343682794,0.156727,"[0.11393189693198484, 0.1448387407204684, 0.1696614929858376, 0.17405541679438422, 0.1811496343682794]",1,115.25,0.07277,98.0,5408.0
|
| 16 |
+
opt8_control_off,opt8_ftbc_threshold_balance.py,bd4d430801bedca5,2,0,--no-calibrate-thresh --no-ftbc,control,2,False,32,16,100,15,1.1363521814346313,0.7100371747211895,0.8696250698783181,0.625,0.7159090909090909,499215.31900452496,2.279120922088623,34.1,2026-08-21T07:01:52.775537+00:00,0.11230576520456988,0.1442897337324479,0.16942418848767,0.1689764454084284,0.16895489307010875,0.15279,"[0.11230576520456988, 0.1442897337324479, 0.16942418848767, 0.1689764454084284, 0.16895489307010875]",,,,,
|
| 17 |
+
opt8_control_off,opt8_ftbc_threshold_balance.py,bd4d430801bedca5,2,0,--no-calibrate-thresh --no-ftbc,control,2,False,32,16,100,16,1.1739478284098401,0.6765799256505576,0.9476969892328436,0.625,0.7159090909090909,480227.2234162896,2.295009136199951,36.4,2026-08-21T07:01:55.096665+00:00,0.10877638134886236,0.1384231588419746,0.1610615867025712,0.16193945442928986,0.15324332871857813,0.144689,"[0.10877638134886236, 0.1384231588419746, 0.1610615867025712, 0.16193945442928986, 0.15324332871857813]",1,130.09,0.08293,91.0,5408.0
|
| 18 |
+
opt8_control_off,opt8_ftbc_threshold_balance.py,bd4d430801bedca5,2,0,--no-calibrate-thresh --no-ftbc,control,2,False,32,16,100,17,1.1625595030731428,0.6988847583643123,1.0299675067265828,0.6287878787878788,0.7159090909090909,467219.57197398186,2.2964444160461426,38.7,2026-08-21T07:01:57.418735+00:00,0.10376603901386261,0.13957256341681762,0.15256267172448776,0.16736679830971887,0.1578259362893946,0.144219,"[0.10376603901386261, 0.13957256341681762, 0.15256267172448776, 0.16736679830971887, 0.1578259362893946]",,,,,
|
| 19 |
+
opt8_control_off,opt8_ftbc_threshold_balance.py,bd4d430801bedca5,2,0,--no-calibrate-thresh --no-ftbc,control,2,False,32,16,100,18,1.102372146450454,0.7230483271375465,0.8249190612272783,0.6742424242424242,0.7159090909090909,469705.9763857466,2.3188326358795166,41.0,2026-08-21T07:01:59.763168+00:00,0.10237405405325048,0.1426591364776387,0.1560487422872992,0.16958295071826263,0.1638932903023327,0.146912,"[0.10237405405325048, 0.1426591364776387, 0.1560487422872992, 0.16958295071826263, 0.1638932903023327]",,,,,
|
| 20 |
+
opt8_control_off,opt8_ftbc_threshold_balance.py,bd4d430801bedca5,2,0,--no-calibrate-thresh --no-ftbc,control,2,False,32,16,100,19,1.1106363805253265,0.7044609665427509,0.8144715428352356,0.6856060606060606,0.7159090909090909,482089.2434954751,2.328822135925293,43.3,2026-08-21T07:02:02.118168+00:00,0.10555892525350347,0.14597616826786713,0.16049999524565303,0.16942347498501048,0.153432078221265,0.146978,"[0.10555892525350347, 0.14597616826786713, 0.16049999524565303, 0.16942347498501048, 0.153432078221265]",1,125.56,0.08122,95.5,5408.0
|
| 21 |
+
opt8_control_off,opt8_ftbc_threshold_balance.py,bd4d430801bedca5,2,0,--no-calibrate-thresh --no-ftbc,control,2,False,32,16,100,20,1.052333198515456,0.7453531598513011,0.7828352613882585,0.6666666666666666,0.7159090909090909,481008.4059671946,2.3462717533111572,45.7,2026-08-21T07:02:04.491011+00:00,0.10552499355638728,0.1450526986052008,0.16052565504522884,0.16888688066426447,0.155392125248909,0.147076,"[0.10552499355638728, 0.1450526986052008, 0.16052565504522884, 0.16888688066426447, 0.155392125248909]",,,,,
|
| 22 |
+
opt8_control_off,opt8_ftbc_threshold_balance.py,bd4d430801bedca5,2,0,--no-calibrate-thresh --no-ftbc,control,2,False,32,16,100,21,1.080040838638646,0.7230483271375465,0.7789485075257041,0.6590909090909091,0.7159090909090909,479734.8502545249,2.3462908267974854,48.0,2026-08-21T07:02:06.862530+00:00,0.10481655378552045,0.1469817389460171,0.1587039977312088,0.1626478985828512,0.15119245385422425,0.144869,"[0.10481655378552045, 0.1469817389460171, 0.1587039977312088, 0.1626478985828512, 0.15119245385422425]",1,129.5,0.0844,97.5,5408.0
|
| 23 |
+
opt8_control_off,opt8_ftbc_threshold_balance.py,bd4d430801bedca5,2,0,--no-calibrate-thresh --no-ftbc,control,2,False,32,16,100,22,1.0456448500927495,0.7639405204460966,0.7356812195344404,0.7234848484848485,0.7234848484848485,477444.54722850677,2.3491413593292236,50.3,2026-08-21T07:02:09.236660+00:00,0.1039033821400474,0.14696712353650263,0.15790802240371704,0.16284464737948248,0.15484720994444454,0.145294,"[0.1039033821400474, 0.14696712353650263, 0.15790802240371704, 0.16284464737948248, 0.15484720994444454]",,,,,
|
| 24 |
+
opt8_control_off,opt8_ftbc_threshold_balance.py,bd4d430801bedca5,2,0,--no-calibrate-thresh --no-ftbc,control,2,False,32,16,100,23,1.0414613387841718,0.7565055762081785,0.7482925725705696,0.6856060606060606,0.7234848484848485,467299.9942024887,2.34120774269104,52.7,2026-08-21T07:02:11.607767+00:00,0.1018269171609598,0.14316787877503565,0.15488221364862778,0.1612717404085047,0.15329899507410386,0.14289,"[0.1018269171609598, 0.14316787877503565, 0.15488221364862778, 0.1612717404085047, 0.15329899507410386]",1,133.48,0.08681,96.0,5408.0
|
| 25 |
+
opt8_control_off,opt8_ftbc_threshold_balance.py,bd4d430801bedca5,2,0,--no-calibrate-thresh --no-ftbc,control,2,False,32,16,100,24,1.0017719372940772,0.7973977695167286,0.6470673770615549,0.7727272727272727,0.7727272727272727,454435.3122171946,2.3471689224243164,55.0,2026-08-21T07:02:13.980095+00:00,0.10017501299872118,0.13804155938765583,0.14673389582072988,0.16300050738979788,0.15550180217799017,0.140691,"[0.10017501299872118, 0.13804155938765583, 0.14673389582072988, 0.16300050738979788, 0.15550180217799017]",,,,,
|
| 26 |
+
opt8_control_off,opt8_ftbc_threshold_balance.py,bd4d430801bedca5,2,0,--no-calibrate-thresh --no-ftbc,control,2,False,32,16,100,25,1.0339778807969784,0.7657992565055762,0.6557280150326815,0.7651515151515151,0.7727272727272727,450181.79652149323,2.3618361949920654,57.4,2026-08-21T07:02:16.373485+00:00,0.09784479702220243,0.13857512351344614,0.14789212714223302,0.1590492935741649,0.15362291651613572,0.139397,"[0.09784479702220243, 0.13857512351344614, 0.14789212714223302, 0.1590492935741649, 0.15362291651613572]",1,123.82,0.08123,96.0,5408.0
|
| 27 |
+
opt8_control_off,opt8_ftbc_threshold_balance.py,bd4d430801bedca5,2,0,--no-calibrate-thresh --no-ftbc,control,2,False,32,16,100,26,1.0284013597495494,0.7490706319702602,0.7027118784008604,0.7424242424242424,0.7727272727272727,448457.98161764705,2.3596854209899902,59.8,2026-08-21T07:02:18.760907+00:00,0.09738222947892021,0.13834510568310232,0.14758722396457896,0.15680653908673456,0.14649109016446507,0.137322,"[0.09738222947892021, 0.13834510568310232, 0.14758722396457896, 0.15680653908673456, 0.14649109016446507]",,,,,
|
| 28 |
+
opt8_control_off,opt8_ftbc_threshold_balance.py,bd4d430801bedca5,2,0,--no-calibrate-thresh --no-ftbc,control,2,False,32,16,100,27,0.9887955077961919,0.7936802973977695,1.0189650582544731,0.6628787878787878,0.7727272727272727,440238.70277149323,2.366983413696289,62.1,2026-08-21T07:02:21.154226+00:00,0.0977103714557255,0.1303465436486637,0.14610667614375844,0.15848488667432,0.15077986261423895,0.136686,"[0.0977103714557255, 0.1303465436486637, 0.14610667614375844, 0.15848488667432, 0.15077986261423895]",1,139.67,0.09183,96.5,5408.0
|
| 29 |
+
opt8_control_off,opt8_ftbc_threshold_balance.py,bd4d430801bedca5,2,0,--no-calibrate-thresh --no-ftbc,control,2,False,32,16,100,28,1.029159360437145,0.7862453531598513,0.6240380894054066,0.7575757575757576,0.7727272727272727,438304.36453619914,2.3621134757995605,64.5,2026-08-21T07:02:23.543681+00:00,0.0957042048959171,0.13182652785497553,0.14643185103640838,0.16226749034488902,0.1574552199419807,0.138737,"[0.0957042048959171, 0.13182652785497553, 0.14643185103640838, 0.16226749034488902, 0.1574552199419807]",,,,,
|
| 30 |
+
opt8_control_off,opt8_ftbc_threshold_balance.py,bd4d430801bedca5,2,0,--no-calibrate-thresh --no-ftbc,control,2,False,32,16,100,29,0.984575762181477,0.7899628252788105,0.5725967649257544,0.7348484848484849,0.7727272727272727,441941.7587669683,2.344226837158203,66.8,2026-08-21T07:02:25.913492+00:00,0.09783855168258443,0.13119077594841227,0.1466968883486355,0.15991349080029657,0.15705062098362865,0.138538,"[0.09783855168258443, 0.13119077594841227, 0.1466968883486355, 0.15991349080029657, 0.15705062098362865]",1,112.08,0.07298,99.0,5408.0
|
| 31 |
+
opt8_control_off,opt8_ftbc_threshold_balance.py,bd4d430801bedca5,2,0,--no-calibrate-thresh --no-ftbc,control,2,False,32,16,100,30,0.933890700340271,0.8159851301115242,0.5578496943820607,0.7765151515151515,0.7765151515151515,441984.42491515836,2.340380907058716,69.2,2026-08-21T07:02:28.280787+00:00,0.09737780865500956,0.13292236100224888,0.14567648312624762,0.15787763104719274,0.15662894967724295,0.138097,"[0.09737780865500956, 0.13292236100224888, 0.14567648312624762, 0.15787763104719274, 0.15662894967724295]",,,,,
|
| 32 |
+
opt8_control_off,opt8_ftbc_threshold_balance.py,bd4d430801bedca5,2,0,--no-calibrate-thresh --no-ftbc,control,2,False,32,16,100,31,0.9726842861193263,0.8029739776951673,0.6252145333723589,0.7840909090909091,0.7840909090909091,446005.36312217196,2.3188512325286865,71.5,2026-08-21T07:02:30.631344+00:00,0.10082050018450793,0.13193850131595836,0.14230269807226517,0.15480930577306187,0.15707887709140778,0.13739,"[0.10082050018450793, 0.13193850131595836, 0.14230269807226517, 0.15480930577306187, 0.15707887709140778]",1,126.87,0.08172,95.5,5408.0
|
| 33 |
+
opt8_control_off,opt8_ftbc_threshold_balance.py,bd4d430801bedca5,2,0,--no-calibrate-thresh --no-ftbc,control,2,False,32,16,100,32,0.882962973587575,0.845724907063197,0.5472597913308577,0.7916666666666666,0.7916666666666666,445324.42760180996,2.3062469959259033,73.8,2026-08-21T07:02:32.970031+00:00,0.09776482906411676,0.1361259029192083,0.14517732052242055,0.15406694307046778,0.14825786474873037,0.136279,"[0.09776482906411676, 0.1361259029192083, 0.14517732052242055, 0.15406694307046778, 0.14825786474873037]",,,,,
|
| 34 |
+
opt8_control_off,opt8_ftbc_threshold_balance.py,bd4d430801bedca5,2,0,--no-calibrate-thresh --no-ftbc,control,2,False,32,16,100,33,0.9455879842481648,0.8141263940520446,0.5715020867911252,0.8068181818181818,0.8068181818181818,438991.651300905,2.296144962310791,76.1,2026-08-21T07:02:35.297828+00:00,0.0960857473752078,0.13408680084873648,0.14388366306529327,0.15403657187433803,0.1492598179508658,0.135471,"[0.0960857473752078, 0.13408680084873648, 0.14388366306529327, 0.15403657187433803, 0.1492598179508658]",1,70.64,0.04506,96.0,2705.0
|
| 35 |
+
opt8_control_off,opt8_ftbc_threshold_balance.py,bd4d430801bedca5,2,0,--no-calibrate-thresh --no-ftbc,control,2,False,32,16,100,34,0.893685425967532,0.8252788104089219,0.4736930926640828,0.8181818181818182,0.8181818181818182,416520.8708993213,2.298032522201538,78.4,2026-08-21T07:02:37.627520+00:00,0.08856109442079768,0.1307384126326617,0.138706913765739,0.15051660379942725,0.14880712856264675,0.131466,"[0.08856109442079768, 0.1307384126326617, 0.138706913765739, 0.15051660379942725, 0.14880712856264675]",1,78.22,0.04993,96.0,2703.0
|
| 36 |
+
opt8_control_off,opt8_ftbc_threshold_balance.py,bd4d430801bedca5,2,0,--no-calibrate-thresh --no-ftbc,control,2,False,32,16,100,35,0.9132875622869867,0.8308550185873605,0.9655669385736639,0.7083333333333334,0.8181818181818182,412164.29355203616,2.2799344062805176,80.7,2026-08-21T07:02:39.940578+00:00,0.0875521530123318,0.12909170108682969,0.13747862244353576,0.15159614208866568,0.1473211917807074,0.130608,"[0.0875521530123318, 0.12909170108682969, 0.13747862244353576, 0.15159614208866568, 0.1473211917807074]",,,,,
|
| 37 |
+
opt8_control_off,opt8_ftbc_threshold_balance.py,bd4d430801bedca5,2,0,--no-calibrate-thresh --no-ftbc,control,2,False,32,16,100,36,0.8699976806303825,0.8531598513011153,0.5541212594870365,0.7992424242424242,0.8181818181818182,414762.61524321267,2.2829861640930176,83.0,2026-08-21T07:02:42.248635+00:00,0.08653955117744558,0.13209936899297378,0.1397356119226007,0.15402635143083684,0.15538629100603216,0.133557,"[0.08653955117744558, 0.13209936899297378, 0.1397356119226007, 0.15402635143083684, 0.15538629100603216]",1,130.57,0.0828,96.0,5408.0
|
| 38 |
+
opt8_control_off,opt8_ftbc_threshold_balance.py,bd4d430801bedca5,2,0,--no-calibrate-thresh --no-ftbc,control,2,False,32,16,100,37,0.8344999053221209,0.8736059479553904,0.6233844811266119,0.7840909090909091,0.8181818181818182,411137.4332579185,2.268313407897949,85.2,2026-08-21T07:02:44.542842+00:00,0.08706697339520734,0.12894403320901535,0.13725452475688038,0.15333167244406307,0.1515631526708603,0.131632,"[0.08706697339520734, 0.12894403320901535, 0.13725452475688038, 0.15333167244406307, 0.1515631526708603]",,,,,
|
| 39 |
+
opt8_control_off,opt8_ftbc_threshold_balance.py,bd4d430801bedca5,2,0,--no-calibrate-thresh --no-ftbc,control,2,False,32,16,100,38,0.874348955526671,0.8568773234200744,0.42798402273293695,0.8598484848484849,0.8598484848484849,411895.5062217195,2.269566059112549,87.5,2026-08-21T07:02:46.837779+00:00,0.08805827664978363,0.12767847013824127,0.13748320235925562,0.15265257130650914,0.14867941421620987,0.13091,"[0.08805827664978363, 0.12767847013824127, 0.13748320235925562, 0.15265257130650914, 0.14867941421620987]",1,130.11,0.08203,96.0,5408.0
|
| 40 |
+
opt8_control_off,opt8_ftbc_threshold_balance.py,bd4d430801bedca5,2,0,--no-calibrate-thresh --no-ftbc,control,2,False,32,16,100,39,0.8203303973470922,0.8680297397769516,0.4789755597259059,0.8068181818181818,0.8598484848484849,410918.2129524887,2.2727320194244385,89.8,2026-08-21T07:02:49.144404+00:00,0.08753770239212934,0.12583525478839874,0.14007844381472645,0.15740195705610163,0.15654290336019852,0.133479,"[0.08753770239212934, 0.12583525478839874, 0.14007844381472645, 0.15740195705610163, 0.15654290336019852]",,,,,
|
| 41 |
+
opt8_control_off,opt8_ftbc_threshold_balance.py,bd4d430801bedca5,2,0,--no-calibrate-thresh --no-ftbc,control,2,False,32,16,100,40,0.828320541567962,0.8680297397769516,0.4309600392977397,0.8598484848484849,0.8598484848484849,401682.9718608597,2.270531177520752,92.0,2026-08-21T07:02:51.441494+00:00,0.08466732151368085,0.12310009756508995,0.14000490044846253,0.15525669823674595,0.15293492464458242,0.131193,"[0.08466732151368085, 0.12310009756508995, 0.14000490044846253, 0.15525669823674595, 0.15293492464458242]",1,111.69,0.07044,96.0,5408.0
|
| 42 |
+
opt8_control_off,opt8_ftbc_threshold_balance.py,bd4d430801bedca5,2,0,--no-calibrate-thresh --no-ftbc,control,2,False,32,16,100,41,0.7862572479425309,0.9052044609665427,0.5103515657511625,0.8106060606060606,0.8598484848484849,411077.5279977375,2.2678511142730713,94.3,2026-08-21T07:02:53.734266+00:00,0.08785544511149912,0.12585448429864995,0.14030715472557964,0.15300767737276413,0.14778741405290716,0.130962,"[0.08785544511149912, 0.12585448429864995, 0.14030715472557964, 0.15300767737276413, 0.14778741405290716]",,,,,
|
| 43 |
+
opt8_control_off,opt8_ftbc_threshold_balance.py,bd4d430801bedca5,2,0,--no-calibrate-thresh --no-ftbc,control,2,False,32,16,100,42,0.8014742175885736,0.9052044609665427,0.46449051932855084,0.8371212121212122,0.8598484848484849,411077.00904977374,2.2704319953918457,96.6,2026-08-21T07:02:56.031511+00:00,0.08892286831841749,0.12557842713945053,0.13713709221166723,0.15088809588376215,0.14663326915572672,0.129832,"[0.08892286831841749, 0.12557842713945053, 0.13713709221166723, 0.15088809588376215, 0.14663326915572672]",1,133.42,0.08414,96.0,5408.0
|
| 44 |
+
opt8_control_off,opt8_ftbc_threshold_balance.py,bd4d430801bedca5,2,0,--no-calibrate-thresh --no-ftbc,control,2,False,32,16,100,43,0.7913029395514705,0.8940520446096655,0.3892933392163479,0.8901515151515151,0.8901515151515151,410135.4673359728,2.268664836883545,98.8,2026-08-21T07:02:58.325420+00:00,0.08991133114870857,0.12395629111458273,0.13565987786825964,0.14701845540719874,0.14265509212718291,0.12784,"[0.08991133114870857, 0.12395629111458273, 0.13565987786825964, 0.14701845540719874, 0.14265509212718291]",,,,,
|
| 45 |
+
opt8_control_off,opt8_ftbc_threshold_balance.py,bd4d430801bedca5,2,0,--no-calibrate-thresh --no-ftbc,control,2,False,32,16,100,44,0.74995314543132,0.9163568773234201,0.34923742847009137,0.8901515151515151,0.8901515151515151,399473.07084276015,2.267409563064575,101.1,2026-08-21T07:03:00.624268+00:00,0.08628242550527349,0.12210049348718979,0.1337151860489565,0.14624443387283997,0.1445052378317889,0.12657,"[0.08628242550527349, 0.12210049348718979, 0.1337151860489565, 0.14624443387283997, 0.1445052378317889]",,,,,
|
| 46 |
+
opt8_control_off,opt8_ftbc_threshold_balance.py,bd4d430801bedca5,2,0,--no-calibrate-thresh --no-ftbc,control,2,False,32,16,100,45,0.7762963762956924,0.9107806691449815,0.4605616827805837,0.9015151515151515,0.9015151515151515,399012.26258484164,2.2700440883636475,103.4,2026-08-21T07:03:02.919936+00:00,0.08600944675066892,0.12178734733777888,0.13335990204530604,0.15071305720245137,0.14946582913398743,0.128267,"[0.08600944675066892, 0.12178734733777888, 0.13335990204530604, 0.15071305720245137, 0.14946582913398743]",1,131.06,0.08264,96.0,5408.0
|
| 47 |
+
opt8_control_off,opt8_ftbc_threshold_balance.py,bd4d430801bedca5,2,0,--no-calibrate-thresh --no-ftbc,control,2,False,32,16,100,46,0.7440874428110938,0.9312267657992565,0.39913368225097656,0.8409090909090909,0.9015151515151515,406355.61637443444,2.2709524631500244,105.7,2026-08-21T07:03:05.220145+00:00,0.08822556102977079,0.12196776796789731,0.13778101871995366,0.15217618205968073,0.14902057980789857,0.129834,"[0.08822556102977079, 0.12196776796789731, 0.13778101871995366, 0.15217618205968073, 0.14902057980789857]",,,,,
|
| 48 |
+
opt8_control_off,opt8_ftbc_threshold_balance.py,bd4d430801bedca5,2,0,--no-calibrate-thresh --no-ftbc,control,2,False,32,16,100,47,0.7541532594032004,0.9107806691449815,0.4631047483646508,0.8674242424242424,0.9015151515151515,404243.23996040726,2.2740018367767334,107.9,2026-08-21T07:03:07.519496+00:00,0.08789131045341492,0.12226196334642522,0.13461213602739222,0.15163266921744628,0.15060975446420558,0.129402,"[0.08789131045341492, 0.12226196334642522, 0.13461213602739222, 0.15163266921744628, 0.15060975446420558]",1,131.56,0.0831,95.5,5408.0
|
| 49 |
+
opt8_control_off,opt8_ftbc_threshold_balance.py,bd4d430801bedca5,2,0,--no-calibrate-thresh --no-ftbc,control,2,False,32,16,100,48,0.7099161389591969,0.9386617100371747,0.40231092770894367,0.8863636363636364,0.9015151515151515,407512.931561086,2.276339530944824,110.2,2026-08-21T07:03:09.821597+00:00,0.08899679867660298,0.12478282302618027,0.13193880372187672,0.14981468372485218,0.14418031538234038,0.127943,"[0.08899679867660298, 0.12478282302618027, 0.13193880372187672, 0.14981468372485218, 0.14418031538234038]",,,,,
|
| 50 |
+
opt8_control_off,opt8_ftbc_threshold_balance.py,bd4d430801bedca5,2,0,--no-calibrate-thresh --no-ftbc,control,2,False,32,16,100,49,0.7511632234190476,0.9033457249070632,0.41493011785276007,0.8674242424242424,0.9015151515151515,393653.51923076925,2.2804391384124756,112.5,2026-08-21T07:03:12.128645+00:00,0.08644955429960699,0.1184675881967825,0.1285149700501386,0.14900819869602427,0.1449248203459908,0.125473,"[0.08644955429960699, 0.1184675881967825, 0.1285149700501386, 0.14900819869602427, 0.1449248203459908]",1,141.56,0.08967,95.5,5408.0
|
| 51 |
+
opt8_control_off,opt8_ftbc_threshold_balance.py,bd4d430801bedca5,2,0,--no-calibrate-thresh --no-ftbc,control,2,False,32,16,100,50,0.7323864822494053,0.9442379182156134,0.4217995992212584,0.8939393939393939,0.9015151515151515,394447.9128959276,2.288583755493164,114.8,2026-08-21T07:03:14.445124+00:00,0.08573640006430008,0.12033280204324161,0.12959303926019108,0.14713795833727894,0.14662239481421077,0.125885,"[0.08573640006430008, 0.12033280204324161, 0.12959303926019108, 0.14713795833727894, 0.14662239481421077]",,,,,
|
| 52 |
+
opt8_control_off,opt8_ftbc_threshold_balance.py,bd4d430801bedca5,2,0,--no-calibrate-thresh --no-ftbc,control,2,False,32,16,100,51,0.7301835207247823,0.929368029739777,0.38433839064655884,0.9053030303030303,0.9053030303030303,389724.1009615385,2.295595169067383,117.1,2026-08-21T07:03:16.767175+00:00,0.0837885930257685,0.1215106354040258,0.12718658762819626,0.1425828434088651,0.14465028310523315,0.123944,"[0.0837885930257685, 0.1215106354040258, 0.12718658762819626, 0.1425828434088651, 0.14465028310523315]",1,113.36,0.07229,98.5,5408.0
|
| 53 |
+
opt8_control_off,opt8_ftbc_threshold_balance.py,bd4d430801bedca5,2,0,--no-calibrate-thresh --no-ftbc,control,2,False,32,16,100,52,0.7122172994684552,0.9423791821561338,0.384370406017159,0.8560606060606061,0.9053030303030303,389094.64536199096,2.3014397621154785,119.4,2026-08-21T07:03:19.099589+00:00,0.08366001572679072,0.1223811454632703,0.1261758821852067,0.13722896575927734,0.13964590079644146,0.121818,"[0.08366001572679072, 0.1223811454632703, 0.1261758821852067, 0.13722896575927734, 0.13964590079644146]",,,,,
|
| 54 |
+
opt8_control_off,opt8_ftbc_threshold_balance.py,bd4d430801bedca5,2,0,--no-calibrate-thresh --no-ftbc,control,2,False,32,16,100,53,0.721580906428369,0.9330855018587361,0.4359552733825915,0.875,0.9053030303030303,393594.47680995474,2.3066089153289795,121.7,2026-08-21T07:03:21.431841+00:00,0.0864553929251783,0.12138743786250844,0.12594965889173396,0.13545390525284937,0.1434224677436492,0.122534,"[0.0864553929251783, 0.12138743786250844, 0.12594965889173396, 0.13545390525284937, 0.1434224677436492]",1,127.26,0.08154,90.0,5408.0
|
| 55 |
+
opt8_control_off,opt8_ftbc_threshold_balance.py,bd4d430801bedca5,2,0,--no-calibrate-thresh --no-ftbc,control,2,False,32,16,100,54,0.6967508908098072,0.9516728624535316,0.5124874376889431,0.8333333333333334,0.9053030303030303,389765.7256787331,2.3091623783111572,124.0,2026-08-21T07:03:23.766799+00:00,0.08578948413624483,0.11953620963236865,0.12450623775229734,0.1374775609549354,0.1435128985082402,0.122164,"[0.08578948413624483, 0.11953620963236865, 0.12450623775229734, 0.1374775609549354, 0.1435128985082402]",,,,,
|
| 56 |
+
opt8_control_off,opt8_ftbc_threshold_balance.py,bd4d430801bedca5,2,0,--no-calibrate-thresh --no-ftbc,control,2,False,32,16,100,55,0.6896441230986641,0.9423791821561338,0.3753564782214887,0.8939393939393939,0.9053030303030303,392847.7208710407,2.3245859146118164,126.3,2026-08-21T07:03:26.117997+00:00,0.08633251532035716,0.12063631897463518,0.12518174595692577,0.14071759406258078,0.14487410731175365,0.123548,"[0.08633251532035716, 0.12063631897463518, 0.12518174595692577, 0.14071759406258078, 0.14487410731175365]",1,129.14,0.08339,96.5,5408.0
|
| 57 |
+
opt8_control_off,opt8_ftbc_threshold_balance.py,bd4d430801bedca5,2,0,--no-calibrate-thresh --no-ftbc,control,2,False,32,16,100,56,0.6746792525163814,0.9739776951672863,0.32555939934470435,0.9128787878787878,0.9128787878787878,394050.8768382353,2.324061870574951,128.6,2026-08-21T07:03:28.468549+00:00,0.0877553106230848,0.1194839547662174,0.12440759075038574,0.13938014472232146,0.14585760849363663,0.123377,"[0.0877553106230848, 0.1194839547662174, 0.12440759075038574, 0.13938014472232146, 0.14585760849363663]",,,,,
|
| 58 |
+
opt8_control_off,opt8_ftbc_threshold_balance.py,bd4d430801bedca5,2,0,--no-calibrate-thresh --no-ftbc,control,2,False,32,16,100,57,0.6706511963255787,0.9684014869888475,0.3306281223441615,0.9242424242424242,0.9242424242424242,398298.6821266968,2.3211140632629395,131.0,2026-08-21T07:03:30.821649+00:00,0.08961953091270783,0.11999513471827787,0.1241886449210784,0.13862793059910045,0.14788050248342402,0.124062,"[0.08961953091270783, 0.11999513471827787, 0.1241886449210784, 0.13862793059910045, 0.14788050248342402]",,,,,
|
| 59 |
+
opt8_control_off,opt8_ftbc_threshold_balance.py,bd4d430801bedca5,2,0,--no-calibrate-thresh --no-ftbc,control,2,False,32,16,100,58,0.6717007160186768,0.9516728624535316,0.34022426063364203,0.9128787878787878,0.9242424242424242,397090.30359162897,2.332106590270996,133.3,2026-08-21T07:03:33.184646+00:00,0.08983482683406156,0.11870499218211454,0.12394050947007011,0.13754290955908158,0.14358788115136764,0.122722,"[0.08983482683406156, 0.11870499218211454, 0.12394050947007011, 0.13754290955908158, 0.14358788115136764]",1,120.01,0.07774,96.0,5408.0
|
| 60 |
+
opt8_control_off,opt8_ftbc_threshold_balance.py,bd4d430801bedca5,2,0,--no-calibrate-thresh --no-ftbc,control,2,False,32,16,100,59,0.6852969562697144,0.9442379182156134,0.3509984937581149,0.9053030303030303,0.9242424242424242,392165.5012726244,2.3492655754089355,135.6,2026-08-21T07:03:35.565757+00:00,0.088034467662082,0.11790736983804141,0.12328881770372391,0.13777843117713928,0.14333134714294882,0.122068,"[0.088034467662082, 0.11790736983804141, 0.12328881770372391, 0.13777843117713928, 0.14333134714294882]",,,,,
|
| 61 |
+
opt8_control_off,opt8_ftbc_threshold_balance.py,bd4d430801bedca5,2,0,--no-calibrate-thresh --no-ftbc,control,2,False,32,16,100,60,0.6623315735820501,0.966542750929368,0.35736177094054944,0.9204545454545454,0.9242424242424242,392641.4966063348,2.3419904708862305,138.0,2026-08-21T07:03:37.934240+00:00,0.088157119558138,0.11820034858058481,0.12360773630001966,0.13577378935673656,0.1442044123130686,0.121989,"[0.088157119558138, 0.11820034858058481, 0.12360773630001966, 0.13577378935673656, 0.1442044123130686]",1,133.57,0.08689,96.5,5408.0
|
| 62 |
+
opt8_control_off,opt8_ftbc_threshold_balance.py,bd4d430801bedca5,2,0,--no-calibrate-thresh --no-ftbc,control,2,False,32,16,100,61,0.6774083433541224,0.9516728624535316,0.34752598811279645,0.9242424242424242,0.9242424242424242,392822.566459276,2.327359199523926,140.3,2026-08-21T07:03:40.287939+00:00,0.08808246999979019,0.11868297133375616,0.12308424798881307,0.13668403117095723,0.14254938591929042,0.121817,"[0.08808246999979019, 0.11868297133375616, 0.12308424798881307, 0.13668403117095723, 0.14254938591929042]",,,,,
|
| 63 |
+
opt8_control_off,opt8_ftbc_threshold_balance.py,bd4d430801bedca5,2,0,--no-calibrate-thresh --no-ftbc,control,2,False,32,16,100,62,0.6493597473796858,0.9721189591078067,0.38027025894685224,0.8977272727272727,0.9242424242424242,392200.48854638013,2.3225300312042236,142.6,2026-08-21T07:03:42.636395+00:00,0.08816913340021582,0.1186012476682663,0.12234768271446228,0.1343579616616754,0.13925927000887253,0.120547,"[0.08816913340021582, 0.1186012476682663, 0.12234768271446228, 0.1343579616616754, 0.13925927000887253]",1,134.89,0.08702,96.0,5408.0
|
| 64 |
+
opt8_control_off,opt8_ftbc_threshold_balance.py,bd4d430801bedca5,2,0,--no-calibrate-thresh --no-ftbc,control,2,False,32,16,100,63,0.6527802049005785,0.9721189591078067,0.3200474634315028,0.9204545454545454,0.9242424242424242,393810.5731052036,2.320631265640259,144.9,2026-08-21T07:03:44.983432+00:00,0.0886908068376429,0.1189494483611163,0.12278744359226788,0.13356506824493408,0.14224788634216085,0.121248,"[0.0886908068376429, 0.1189494483611163, 0.12278744359226788, 0.13356506824493408, 0.14224788634216085]",,,,,
|
| 65 |
+
opt8_control_off,opt8_ftbc_threshold_balance.py,bd4d430801bedca5,2,0,--no-calibrate-thresh --no-ftbc,control,2,False,32,16,100,64,0.6335969467588517,0.9851301115241635,0.33075512900496973,0.9242424242424242,0.9242424242424242,391452.7543834842,2.3094801902770996,147.3,2026-08-21T07:03:47.317708+00:00,0.08794381031218697,0.11819435962859322,0.12260327269049252,0.13428648605066187,0.1424681719611673,0.121099,"[0.08794381031218697, 0.11819435962859322, 0.12260327269049252, 0.13428648605066187, 0.1424681719611673]",1,103.22,0.06622,96.0,5408.0
|
| 66 |
+
opt8_control_off,opt8_ftbc_threshold_balance.py,bd4d430801bedca5,2,0,--no-calibrate-thresh --no-ftbc,control,2,False,32,16,100,65,0.6278184701075784,0.9776951672862454,0.34376269669243786,0.9204545454545454,0.9242424242424242,386115.14196832577,2.3062446117401123,149.6,2026-08-21T07:03:49.649268+00:00,0.08604093290427152,0.11759647113435409,0.12159181605367099,0.13292980720015132,0.14107292539933147,0.119846,"[0.08604093290427152, 0.11759647113435409, 0.12159181605367099, 0.13292980720015132, 0.14107292539933147]",,,,,
|
| 67 |
+
opt8_control_off,opt8_ftbc_threshold_balance.py,bd4d430801bedca5,2,0,--no-calibrate-thresh --no-ftbc,control,2,False,32,16,100,66,0.6272072893979381,0.9758364312267658,0.3446541451143496,0.9166666666666666,0.9242424242424242,388852.94951923075,2.3002467155456543,151.9,2026-08-21T07:03:51.974767+00:00,0.08699805245679967,0.1182218132650151,0.12169439783867668,0.13323433521915884,0.138769590679337,0.119784,"[0.08699805245679967, 0.1182218132650151, 0.12169439783867668, 0.13323433521915884, 0.138769590679337]",,,,,
|
| 68 |
+
opt8_control_off,opt8_ftbc_threshold_balance.py,bd4d430801bedca5,2,0,--no-calibrate-thresh --no-ftbc,control,2,False,32,16,100,67,0.6156171739766145,0.9907063197026023,0.3188515070712928,0.9090909090909091,0.9242424242424242,388401.11156674207,2.2950994968414307,154.2,2026-08-21T07:03:54.294792+00:00,0.08740144924205892,0.11766341810717303,0.12069099790909711,0.13158531486988068,0.1424063777222353,0.11995,"[0.08740144924205892, 0.11766341810717303, 0.12069099790909711, 0.13158531486988068, 0.1424063777222353]",1,131.91,0.0841,92.0,5408.0
|
| 69 |
+
opt8_control_off,opt8_ftbc_threshold_balance.py,bd4d430801bedca5,2,0,--no-calibrate-thresh --no-ftbc,control,2,False,32,16,100,68,0.6266399032564411,0.9776951672862454,0.44766744158484717,0.875,0.9242424242424242,385846.0913461538,2.306626319885254,156.5,2026-08-21T07:03:56.627966+00:00,0.08701366975026972,0.11670663646038841,0.11959743850371417,0.1305182234329336,0.13921856792534099,0.118611,"[0.08701366975026972, 0.11670663646038841, 0.11959743850371417, 0.1305182234329336, 0.13921856792534099]",,,,,
|
| 70 |
+
opt8_control_off,opt8_ftbc_threshold_balance.py,bd4d430801bedca5,2,0,--no-calibrate-thresh --no-ftbc,control,2,False,32,16,100,69,0.6255561314994075,0.9795539033457249,0.35009752710660297,0.9166666666666666,0.9242424242424242,385030.3122171946,2.2915608882904053,158.8,2026-08-21T07:03:58.945469+00:00,0.08727523772155538,0.11590853421127095,0.11853294425150927,0.13066303467049317,0.14072193818933823,0.11862,"[0.08727523772155538, 0.11590853421127095, 0.11853294425150927, 0.13066303467049317, 0.14072193818933823]",1,131.07,0.08343,95.5,5408.0
|
| 71 |
+
opt8_control_off,opt8_ftbc_threshold_balance.py,bd4d430801bedca5,2,0,--no-calibrate-thresh --no-ftbc,control,2,False,32,16,100,70,0.6378774598628615,0.9795539033457249,0.2958568479075576,0.9318181818181818,0.9318181818181818,387664.8776866516,2.291141986846924,161.0,2026-08-21T07:04:01.262042+00:00,0.08791926021085066,0.11662402004003525,0.11930702319916557,0.131701920838917,0.13977594498325796,0.119066,"[0.08791926021085066, 0.11662402004003525, 0.11930702319916557, 0.131701920838917, 0.13977594498325796]",,,,,
|
| 72 |
+
opt8_control_off,opt8_ftbc_threshold_balance.py,bd4d430801bedca5,2,0,--no-calibrate-thresh --no-ftbc,control,2,False,32,16,100,71,0.607937641524914,0.983271375464684,0.31646788029959705,0.9166666666666666,0.9318181818181818,382599.971719457,2.288313388824463,163.3,2026-08-21T07:04:03.580736+00:00,0.0863892269485137,0.1158106984461055,0.11787367042373209,0.12990724163896897,0.13764439260258393,0.117525,"[0.0863892269485137, 0.1158106984461055, 0.11787367042373209, 0.12990724163896897, 0.13764439260258393]",1,123.79,0.07869,96.5,5408.0
|
| 73 |
+
opt8_control_off,opt8_ftbc_threshold_balance.py,bd4d430801bedca5,2,0,--no-calibrate-thresh --no-ftbc,control,2,False,32,16,100,72,0.6163689522938214,0.9795539033457249,0.3004501588416822,0.9318181818181818,0.9318181818181818,384678.39507918555,2.293273687362671,165.6,2026-08-21T07:04:05.900555+00:00,0.08707210333908305,0.11621181009446874,0.11834032482960645,0.12983131145729737,0.13655002327526317,0.117601,"[0.08707210333908305, 0.11621181009446874, 0.11834032482960645, 0.12983131145729737, 0.13655002327526317]",,,,,
|
| 74 |
+
opt8_control_off,opt8_ftbc_threshold_balance.py,bd4d430801bedca5,2,0,--no-calibrate-thresh --no-ftbc,control,2,False,32,16,100,73,0.6027766674424636,0.9888475836431226,0.2876467113242005,0.946969696969697,0.946969696969697,385511.05161199096,2.2852540016174316,167.9,2026-08-21T07:04:08.212083+00:00,0.0873596422812518,0.11678189346018959,0.11794614002985113,0.1286311175893335,0.1360517994445913,0.117354,"[0.0873596422812518, 0.11678189346018959, 0.11794614002985113, 0.1286311175893335, 0.1360517994445913]",1,137.63,0.08737,95.5,5408.0
|
| 75 |
+
opt8_control_off,opt8_ftbc_threshold_balance.py,bd4d430801bedca5,2,0,--no-calibrate-thresh --no-ftbc,control,2,False,32,16,100,74,0.6076737354236021,0.983271375464684,0.2894166838942152,0.9356060606060606,0.946969696969697,382257.51018099545,2.2769744396209717,170.2,2026-08-21T07:04:10.519608+00:00,0.08634167734314413,0.11540280501632129,0.11825824660413406,0.12970170992262223,0.13899400129037745,0.11774,"[0.08634167734314413, 0.11540280501632129, 0.11825824660413406, 0.12970170992262223, 0.13899400129037745]",,,,,
|
| 76 |
+
opt8_control_off,opt8_ftbc_threshold_balance.py,bd4d430801bedca5,2,0,--no-calibrate-thresh --no-ftbc,control,2,False,32,16,100,75,0.6062062340598124,0.9888475836431226,0.2995792410590432,0.9356060606060606,0.946969696969697,384532.0349264706,2.2833139896392822,172.5,2026-08-21T07:04:12.828222+00:00,0.08704821458634208,0.11575437600121778,0.11897000889567767,0.13011029976255753,0.1386548044050441,0.118108,"[0.08704821458634208, 0.11575437600121778, 0.11897000889567767, 0.13011029976255753, 0.1386548044050441]",1,134.24,0.08514,95.5,5408.0
|
| 77 |
+
opt8_control_off,opt8_ftbc_threshold_balance.py,bd4d430801bedca5,2,0,--no-calibrate-thresh --no-ftbc,control,2,False,32,16,100,76,0.6051228888415936,0.9907063197026023,0.2919144666556156,0.9318181818181818,0.946969696969697,385784.1272624434,2.287468671798706,174.8,2026-08-21T07:04:15.140742+00:00,0.08736724274999955,0.11655100303537705,0.11877004583092297,0.12921008818289814,0.13504596229861765,0.117389,"[0.08736724274999955, 0.11655100303537705, 0.11877004583092297, 0.12921008818289814, 0.13504596229861765]",,,,,
|
| 78 |
+
opt8_control_off,opt8_ftbc_threshold_balance.py,bd4d430801bedca5,2,0,--no-calibrate-thresh --no-ftbc,control,2,False,32,16,100,77,0.5934730604235567,0.9925650557620818,0.3226821214863748,0.9431818181818182,0.946969696969697,384953.3693438914,2.29323410987854,177.1,2026-08-21T07:04:17.459532+00:00,0.08712463431498584,0.11621896221357234,0.11888773607857087,0.12886981578434215,0.13620796098428614,0.117462,"[0.08712463431498584, 0.11621896221357234, 0.11888773607857087, 0.12886981578434215, 0.13620796098428614]",1,117.78,0.07503,99.0,5408.0
|
| 79 |
+
opt8_control_off,opt8_ftbc_threshold_balance.py,bd4d430801bedca5,2,0,--no-calibrate-thresh --no-ftbc,control,2,False,32,16,100,78,0.5981723889985492,0.9907063197026023,0.30310661187677673,0.9356060606060606,0.946969696969697,384357.39295814483,2.2897489070892334,179.3,2026-08-21T07:04:19.784212+00:00,0.08685755948810016,0.116835215512444,0.11801855616709765,0.12728280179640827,0.1339403040268842,0.116587,"[0.08685755948810016, 0.116835215512444, 0.11801855616709765, 0.12728280179640827, 0.1339403040268842]",,,,,
|
| 80 |
+
opt8_control_off,opt8_ftbc_threshold_balance.py,bd4d430801bedca5,2,0,--no-calibrate-thresh --no-ftbc,control,2,False,32,16,100,79,0.5958358138024142,0.9944237918215614,0.2866767671975223,0.9318181818181818,0.946969696969697,383046.04242081445,2.285684823989868,181.6,2026-08-21T07:04:22.095705+00:00,0.08597968211945366,0.11633302753462511,0.11932067923686084,0.12998406150761774,0.13633572704651775,0.117591,"[0.08597968211945366, 0.11633302753462511, 0.11932067923686084, 0.12998406150761774, 0.13633572704651775]",1,138.52,0.08795,96.0,5408.0
|
| 81 |
+
opt8_control_off,opt8_ftbc_threshold_balance.py,bd4d430801bedca5,2,0,--no-calibrate-thresh --no-ftbc,control,2,False,32,16,100,80,0.5903989632776678,0.9869888475836431,0.31436445247946365,0.9318181818181818,0.946969696969697,381892.54722850677,2.290994167327881,183.9,2026-08-21T07:04:24.412832+00:00,0.08561921119689941,0.11692724552224665,0.11809788469006033,0.12721874959328594,0.1342405264868456,0.116421,"[0.08561921119689941, 0.11692724552224665, 0.11809788469006033, 0.12721874959328594, 0.1342405264868456]",,,,,
|
| 82 |
+
opt8_control_off,opt8_ftbc_threshold_balance.py,bd4d430801bedca5,2,0,--no-calibrate-thresh --no-ftbc,control,2,False,32,16,100,81,0.6048081834076948,0.983271375464684,0.29522438753734936,0.9393939393939394,0.946969696969697,381960.85548642534,2.29084849357605,186.2,2026-08-21T07:04:26.737151+00:00,0.08559291809797287,0.11652049816706601,0.11903115800198387,0.12754465376629548,0.13637632482192097,0.117013,"[0.08559291809797287, 0.11652049816706601, 0.11903115800198387, 0.12754465376629548, 0.13637632482192097]",,,,,
|
| 83 |
+
opt8_control_off,opt8_ftbc_threshold_balance.py,bd4d430801bedca5,2,0,--no-calibrate-thresh --no-ftbc,control,2,False,32,16,100,82,0.6089183949626511,0.9814126394052045,0.28485483653617627,0.9318181818181818,0.946969696969697,383440.14069570135,2.3012757301330566,188.5,2026-08-21T07:04:29.063539+00:00,0.08582925533547121,0.11766495818600935,0.118718102136079,0.12719344040926764,0.13570821811171138,0.117023,"[0.08582925533547121, 0.11766495818600935, 0.118718102136079, 0.12719344040926764, 0.13570821811171138]",1,137.78,0.08807,96.0,5408.0
|
| 84 |
+
opt8_control_off,opt8_ftbc_threshold_balance.py,bd4d430801bedca5,2,0,--no-calibrate-thresh --no-ftbc,control,2,False,32,16,100,83,0.5879328707336936,0.9925650557620818,0.28701300964210974,0.9356060606060606,0.946969696969697,381971.3093891403,2.2917420864105225,190.8,2026-08-21T07:04:31.380930+00:00,0.0856518640237696,0.11622050667510313,0.11927757850464653,0.12828971182598786,0.13331849171834834,0.116552,"[0.0856518640237696, 0.11622050667510313, 0.11927757850464653, 0.12828971182598786, 0.13331849171834834]",,,,,
|
| 85 |
+
opt8_control_off,opt8_ftbc_threshold_balance.py,bd4d430801bedca5,2,0,--no-calibrate-thresh --no-ftbc,control,2,False,32,16,100,84,0.6008368690660895,0.9888475836431226,0.31409937053015735,0.928030303030303,0.946969696969697,384293.6800056561,2.3016417026519775,193.1,2026-08-21T07:04:33.707755+00:00,0.08618812087704153,0.11712210274794523,0.11963883655912735,0.12870865446679733,0.13432826452395497,0.117197,"[0.08618812087704153, 0.11712210274794523, 0.11963883655912735, 0.12870865446679733, 0.13432826452395497]",1,128.21,0.08197,96.5,5408.0
|
| 86 |
+
opt8_control_off,opt8_ftbc_threshold_balance.py,bd4d430801bedca5,2,0,--no-calibrate-thresh --no-ftbc,control,2,False,32,16,100,85,0.5962242856344769,0.9907063197026023,0.29704755544662476,0.928030303030303,0.946969696969697,383189.26555429865,2.3043127059936523,195.4,2026-08-21T07:04:36.037294+00:00,0.08617156218079959,0.11621125918977401,0.11966284758904401,0.1277492493391037,0.13407433646566727,0.116774,"[0.08617156218079959, 0.11621125918977401, 0.11966284758904401, 0.1277492493391037, 0.13407433646566727]",,,,,
|
| 87 |
+
opt8_control_off,opt8_ftbc_threshold_balance.py,bd4d430801bedca5,2,0,--no-calibrate-thresh --no-ftbc,control,2,False,32,16,100,86,0.5937934278555519,0.9962825278810409,0.30357245242956915,0.9318181818181818,0.946969696969697,383042.54765271494,2.2992820739746094,197.7,2026-08-21T07:04:38.361961+00:00,0.08633961353231878,0.11585397930706248,0.11953294715460609,0.12735236216993892,0.13354428375468536,0.116525,"[0.08633961353231878, 0.11585397930706248, 0.11953294715460609, 0.12735236216993892, 0.13354428375468536]",1,132.98,0.08493,96.0,5408.0
|
| 88 |
+
opt8_control_off,opt8_ftbc_threshold_balance.py,bd4d430801bedca5,2,0,--no-calibrate-thresh --no-ftbc,control,2,False,32,16,100,87,0.5851949816742794,0.9925650557620818,0.30668240875908825,0.928030303030303,0.946969696969697,385064.755938914,2.3015944957733154,200.0,2026-08-21T07:04:40.689409+00:00,0.08686495703809402,0.1166263288434814,0.1194951643838602,0.1281354225733701,0.13706939185366912,0.117638,"[0.08686495703809402, 0.1166263288434814, 0.1194951643838602, 0.1281354225733701, 0.13706939185366912]",,,,,
|
| 89 |
+
opt8_control_off,opt8_ftbc_threshold_balance.py,bd4d430801bedca5,2,0,--no-calibrate-thresh --no-ftbc,control,2,False,32,16,100,88,0.5845267752732486,0.9944237918215614,0.33119835998072766,0.9318181818181818,0.946969696969697,383987.26131221716,2.3065361976623535,202.3,2026-08-21T07:04:43.021778+00:00,0.08657547217958114,0.11648409945123336,0.11908761455732234,0.127413850496797,0.13542786328231587,0.116998,"[0.08657547217958114, 0.11648409945123336, 0.11908761455732234, 0.127413850496797, 0.13542786328231587]",1,109.65,0.07025,96.0,5408.0
|
| 90 |
+
opt8_control_off,opt8_ftbc_threshold_balance.py,bd4d430801bedca5,2,0,--no-calibrate-thresh --no-ftbc,control,2,False,32,16,100,89,0.5902699788263739,0.9925650557620818,0.31146247097940155,0.9242424242424242,0.946969696969697,382600.91487556556,2.3213744163513184,204.6,2026-08-21T07:04:45.368321+00:00,0.08631107605555478,0.11582592611803728,0.11890723950722638,0.12720422096112194,0.13295152082162745,0.11624,"[0.08631107605555478, 0.11582592611803728, 0.11890723950722638, 0.12720422096112194, 0.13295152082162745]",,,,,
|
| 91 |
+
opt8_control_off,opt8_ftbc_threshold_balance.py,bd4d430801bedca5,2,0,--no-calibrate-thresh --no-ftbc,control,2,False,32,16,100,90,0.5842480619600714,0.9925650557620818,0.300628892400048,0.9318181818181818,0.946969696969697,382131.19824660633,2.307612419128418,206.9,2026-08-21T07:04:47.702854+00:00,0.08605823402895647,0.11591679252245847,0.11879181423607994,0.1272652236854329,0.13521121968241298,0.116649,"[0.08605823402895647, 0.11591679252245847, 0.11879181423607994, 0.1272652236854329, 0.13521121968241298]",1,135.78,0.08704,91.0,5408.0
|
| 92 |
+
opt8_control_off,opt8_ftbc_threshold_balance.py,bd4d430801bedca5,2,0,--no-calibrate-thresh --no-ftbc,control,2,False,32,16,100,91,0.5962223893647743,0.9944237918215614,0.30424482262495794,0.9318181818181818,0.946969696969697,382526.67491515836,2.31955623626709,209.3,2026-08-21T07:04:50.049420+00:00,0.08606998666244395,0.11627617303062887,0.11890051733045016,0.12683534972807942,0.1342791564324323,0.116472,"[0.08606998666244395, 0.11627617303062887, 0.11890051733045016, 0.12683534972807942, 0.1342791564324323]",,,,,
|
| 93 |
+
opt8_control_off,opt8_ftbc_threshold_balance.py,bd4d430801bedca5,2,0,--no-calibrate-thresh --no-ftbc,control,2,False,32,16,100,92,0.5871866001958741,0.9944237918215614,0.292555157885407,0.928030303030303,0.946969696969697,382057.7446266968,2.310859203338623,211.6,2026-08-21T07:04:52.384796+00:00,0.08607661417301964,0.11597891371039783,0.11856974924311918,0.12689935372156255,0.13361838547622457,0.116229,"[0.08607661417301964, 0.11597891371039783, 0.11856974924311918, 0.12689935372156255, 0.13361838547622457]",1,132.34,0.08495,96.0,5408.0
|
| 94 |
+
opt8_control_off,opt8_ftbc_threshold_balance.py,bd4d430801bedca5,2,0,--no-calibrate-thresh --no-ftbc,control,2,False,32,16,100,93,0.5855755041523051,0.9925650557620818,0.29485894694472803,0.9318181818181818,0.946969696969697,383133.3061368778,2.3182919025421143,213.9,2026-08-21T07:04:54.729711+00:00,0.086359965012354,0.11597958776880712,0.1193493004230892,0.12739465604810155,0.13444553578601165,0.116706,"[0.086359965012354, 0.11597958776880712, 0.1193493004230892, 0.12739465604810155, 0.13444553578601165]",,,,,
|
| 95 |
+
opt8_control_off,opt8_ftbc_threshold_balance.py,bd4d430801bedca5,2,0,--no-calibrate-thresh --no-ftbc,control,2,False,32,16,100,94,0.5888524607211684,0.9869888475836431,0.2937831643855933,0.9356060606060606,0.946969696969697,381853.0636312217,2.3114724159240723,216.2,2026-08-21T07:04:57.067373+00:00,0.0859263670795104,0.11582587089608698,0.11899037396206576,0.12719574570655823,0.13502657851752112,0.116593,"[0.0859263670795104, 0.11582587089608698, 0.11899037396206576, 0.12719574570655823, 0.13502657851752112]",,,,,
|
| 96 |
+
opt8_control_off,opt8_ftbc_threshold_balance.py,bd4d430801bedca5,2,0,--no-calibrate-thresh --no-ftbc,control,2,False,32,16,100,95,0.5797208432371288,0.9944237918215614,0.28671697865832935,0.9318181818181818,0.946969696969697,382095.61552601814,2.3240082263946533,218.5,2026-08-21T07:04:59.416295+00:00,0.08610108187969993,0.11569077214773964,0.11915995049126007,0.126824471003869,0.1322365674902411,0.116003,"[0.08610108187969993, 0.11569077214773964, 0.11915995049126007, 0.126824471003869, 0.1322365674902411]",1,131.55,0.08492,96.0,5408.0
|
| 97 |
+
opt8_control_off,opt8_ftbc_threshold_balance.py,bd4d430801bedca5,2,0,--no-calibrate-thresh --no-ftbc,control,2,False,32,16,100,96,0.5953809818370634,0.9869888475836431,0.29406887970187445,0.9318181818181818,0.946969696969697,383674.89239253395,2.3091177940368652,220.8,2026-08-21T07:05:01.753876+00:00,0.08635632649940603,0.11674029818352531,0.11895416720825083,0.12706035901518428,0.13481207454905791,0.116785,"[0.08635632649940603, 0.11674029818352531, 0.11895416720825083, 0.12706035901518428, 0.13481207454905791]",,,,,
|
| 98 |
+
opt8_control_off,opt8_ftbc_threshold_balance.py,bd4d430801bedca5,2,0,--no-calibrate-thresh --no-ftbc,control,2,False,32,16,100,97,0.5832828804019659,1.0,0.2883614238464471,0.928030303030303,0.946969696969697,382266.1315045249,2.3020105361938477,223.1,2026-08-21T07:05:04.081364+00:00,0.08603063795496435,0.11623918878681519,0.11868188179591123,0.12666015239322886,0.13416390471598683,0.116355,"[0.08603063795496435, 0.11623918878681519, 0.11868188179591123, 0.12666015239322886, 0.13416390471598683]",1,132.54,0.08475,96.5,5408.0
|
| 99 |
+
opt8_control_off,opt8_ftbc_threshold_balance.py,bd4d430801bedca5,2,0,--no-calibrate-thresh --no-ftbc,control,2,False,32,16,100,98,0.5963489956128996,0.9869888475836431,0.2884104387326674,0.9318181818181818,0.946969696969697,383106.6821266968,2.3023159503936768,225.4,2026-08-21T07:05:06.414764+00:00,0.086149600937086,0.11644446762169108,0.11925306215005763,0.12716123987646663,0.1354857052073759,0.116899,"[0.086149600937086, 0.11644446762169108, 0.11925306215005763, 0.12716123987646663, 0.1354857052073759]",,,,,
|
| 100 |
+
opt8_control_off,opt8_ftbc_threshold_balance.py,bd4d430801bedca5,2,0,--no-calibrate-thresh --no-ftbc,control,2,False,32,16,100,99,0.5848873913509695,0.9981412639405205,0.2805110974745317,0.9356060606060606,0.946969696969697,382095.44725678733,2.2978110313415527,227.7,2026-08-21T07:05:08.738470+00:00,0.08611093943609911,0.11589639458586187,0.11867133834782768,0.12688138818039613,0.13378842437968536,0.11627,"[0.08611093943609911, 0.11589639458586187, 0.11867133834782768, 0.12688138818039613, 0.13378842437968536]",1,125.26,0.07995,96.0,5408.0
|
| 101 |
+
opt8_control_off,opt8_ftbc_threshold_balance.py,bd4d430801bedca5,2,0,--no-calibrate-thresh --no-ftbc,control,2,False,32,16,100,100,0.596299713429022,0.9944237918215614,0.3022353712356452,0.9318181818181818,0.946969696969697,382813.7805429864,2.293067216873169,230.0,2026-08-21T07:05:11.057217+00:00,0.08602504081585828,0.11663984682630091,0.11889334505095202,0.12695173656239228,0.13294720562065349,0.116291,"[0.08602504081585828, 0.11663984682630091, 0.11889334505095202, 0.12695173656239228, 0.13294720562065349]",,,,,
|
opt8_ftbc_threshold_balance/opt8_control_off.epochs.jsonl
ADDED
|
@@ -0,0 +1,100 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{"epoch": 1, "train_loss": 2.5724953541525233, "train_acc": 0.45539033457249073, "test_loss": 4.749706759597316, "test_acc": 0.2196969696969697, "best_acc": 0.2196969696969697, "spike_rates": [0.0980865850168116, 0.13167229645392475, 0.15414911070290735, 0.17829227359855876, 0.1851230123463799], "spikes_per_sample": 449508.1534219457, "wall_time_s": 2.6634252071380615, "timestamp": "2026-08-21T07:01:20.981588+00:00"}
|
| 2 |
+
{"epoch": 2, "train_loss": 1.7474317103070398, "train_acc": 0.49070631970260226, "test_loss": 2.6481616641535903, "test_acc": 0.45454545454545453, "best_acc": 0.45454545454545453, "spike_rates": [0.10835841122795553, 0.14862497501513539, 0.16552922304938822, 0.1791222218204947, 0.1789640196982552], "spikes_per_sample": 494848.24052601814, "wall_time_s": 2.2073733806610107, "timestamp": "2026-08-21T07:01:23.218642+00:00"}
|
| 3 |
+
{"epoch": 3, "train_loss": 1.5718826631631106, "train_acc": 0.5539033457249071, "test_loss": 1.2030755389820447, "test_acc": 0.5984848484848485, "best_acc": 0.5984848484848485, "spike_rates": [0.11061451145831276, 0.15062625618541942, 0.1744483998593162, 0.18086778591660893, 0.18850447412799387], "spikes_per_sample": 506666.13404977374, "wall_time_s": 2.222640037536621, "timestamp": "2026-08-21T07:01:25.475237+00:00"}
|
| 4 |
+
{"epoch": 4, "train_loss": 1.4296932747816065, "train_acc": 0.604089219330855, "test_loss": 1.2939138159607395, "test_acc": 0.5454545454545454, "best_acc": 0.5984848484848485, "spike_rates": [0.10704055428504944, 0.14926621054901795, 0.17548011944574468, 0.18443106903749354, 0.18229062592282014], "spikes_per_sample": 498702.9547511312, "wall_time_s": 2.2188990116119385, "timestamp": "2026-08-21T07:01:27.724096+00:00"}
|
| 5 |
+
{"epoch": 5, "train_loss": 1.392005622608511, "train_acc": 0.5762081784386617, "test_loss": 1.232051502574574, "test_acc": 0.5946969696969697, "best_acc": 0.5984848484848485, "spike_rates": [0.1098606915158384, 0.14884832501411438, 0.17589315246133244, 0.17756682108430302, 0.1750908590414945], "spikes_per_sample": 503436.38602941175, "wall_time_s": 2.2293570041656494, "timestamp": "2026-08-21T07:01:29.979463+00:00"}
|
| 6 |
+
{"epoch": 6, "train_loss": 1.3649659431556787, "train_acc": 0.5985130111524164, "test_loss": 1.169613534753973, "test_acc": 0.5568181818181818, "best_acc": 0.5984848484848485, "spike_rates": [0.11423891256837283, 0.14285813973230474, 0.17430590882020838, 0.17863192453103907, 0.17418649967978983], "spikes_per_sample": 505634.3921097285, "wall_time_s": 2.234351873397827, "timestamp": "2026-08-21T07:01:32.238494+00:00"}
|
| 7 |
+
{"epoch": 7, "train_loss": 1.3206478733998692, "train_acc": 0.6078066914498141, "test_loss": 0.8736908219077371, "test_acc": 0.6212121212121212, "best_acc": 0.6212121212121212, "spike_rates": [0.113969285698498, 0.14265378170153675, 0.17378427526530096, 0.18891029673464158, 0.1842811379362555], "spikes_per_sample": 506014.9618212669, "wall_time_s": 2.2356748580932617, "timestamp": "2026-08-21T07:01:34.499583+00:00"}
|
| 8 |
+
{"epoch": 8, "train_loss": 1.2835052305880976, "train_acc": 0.604089219330855, "test_loss": 1.02316030589017, "test_acc": 0.5795454545454546, "best_acc": 0.6212121212121212, "spike_rates": [0.11024451781721677, 0.13989631568684296, 0.17524349338868084, 0.1890269605552449, 0.18012163393637715], "spikes_per_sample": 496058.7236990951, "wall_time_s": 2.2377243041992188, "timestamp": "2026-08-21T07:01:36.768492+00:00"}
|
| 9 |
+
{"epoch": 9, "train_loss": 1.2446366606148644, "train_acc": 0.6356877323420075, "test_loss": 0.9087995435252334, "test_acc": 0.6325757575757576, "best_acc": 0.6325757575757576, "spike_rates": [0.10636633152470869, 0.1440828775658327, 0.17656488453640656, 0.17481007996727438, 0.17043318292673895], "spikes_per_sample": 491064.63461538457, "wall_time_s": 2.237558126449585, "timestamp": "2026-08-21T07:01:39.031171+00:00"}
|
| 10 |
+
{"epoch": 10, "train_loss": 1.2418696672056688, "train_acc": 0.6431226765799256, "test_loss": 1.1409279053861445, "test_acc": 0.5681818181818182, "best_acc": 0.6325757575757576, "spike_rates": [0.10588063957060084, 0.1377438666189418, 0.16320332621826844, 0.1721908318645814, 0.17421052736394546], "spikes_per_sample": 476083.14621040726, "wall_time_s": 2.246455430984497, "timestamp": "2026-08-21T07:01:41.307863+00:00"}
|
| 11 |
+
{"epoch": 11, "train_loss": 1.2603053195769016, "train_acc": 0.6449814126394052, "test_loss": 1.0282448205080899, "test_acc": 0.6287878787878788, "best_acc": 0.6325757575757576, "spike_rates": [0.10303747215691735, 0.14144990286406348, 0.16532536727540634, 0.17390429885948405, 0.18066040382665746], "spikes_per_sample": 475395.0880938914, "wall_time_s": 2.250108242034912, "timestamp": "2026-08-21T07:01:43.583491+00:00"}
|
| 12 |
+
{"epoch": 12, "train_loss": 1.2277454159959984, "train_acc": 0.6617100371747212, "test_loss": 0.7559428991693439, "test_acc": 0.7159090909090909, "best_acc": 0.7159090909090909, "spike_rates": [0.10688753163113314, 0.13974284073885748, 0.16204465575077953, 0.1708290226319257, 0.17780820061178768], "spikes_per_sample": 479534.95220588235, "wall_time_s": 2.2640743255615234, "timestamp": "2026-08-21T07:01:45.873634+00:00"}
|
| 13 |
+
{"epoch": 13, "train_loss": 1.1977461341588471, "train_acc": 0.6765799256505576, "test_loss": 0.994309046051719, "test_acc": 0.6401515151515151, "best_acc": 0.7159090909090909, "spike_rates": [0.1130564940326354, 0.14335710073218627, 0.16923203713753643, 0.1706100903889712, 0.1750054683755426], "spikes_per_sample": 499979.71606334846, "wall_time_s": 2.2683403491973877, "timestamp": "2026-08-21T07:01:48.172402+00:00"}
|
| 14 |
+
{"epoch": 14, "train_loss": 1.1406578007240722, "train_acc": 0.6933085501858736, "test_loss": 0.766222829168493, "test_acc": 0.7007575757575758, "best_acc": 0.7159090909090909, "spike_rates": [0.11393189693198484, 0.1448387407204684, 0.1696614929858376, 0.17405541679438422, 0.1811496343682794], "spikes_per_sample": 504093.97143665154, "wall_time_s": 2.273195266723633, "timestamp": "2026-08-21T07:01:50.471314+00:00"}
|
| 15 |
+
{"epoch": 15, "train_loss": 1.1363521814346313, "train_acc": 0.7100371747211895, "test_loss": 0.8696250698783181, "test_acc": 0.625, "best_acc": 0.7159090909090909, "spike_rates": [0.11230576520456988, 0.1442897337324479, 0.16942418848767, 0.1689764454084284, 0.16895489307010875], "spikes_per_sample": 499215.31900452496, "wall_time_s": 2.279120922088623, "timestamp": "2026-08-21T07:01:52.775537+00:00"}
|
| 16 |
+
{"epoch": 16, "train_loss": 1.1739478284098401, "train_acc": 0.6765799256505576, "test_loss": 0.9476969892328436, "test_acc": 0.625, "best_acc": 0.7159090909090909, "spike_rates": [0.10877638134886236, 0.1384231588419746, 0.1610615867025712, 0.16193945442928986, 0.15324332871857813], "spikes_per_sample": 480227.2234162896, "wall_time_s": 2.295009136199951, "timestamp": "2026-08-21T07:01:55.096665+00:00"}
|
| 17 |
+
{"epoch": 17, "train_loss": 1.1625595030731428, "train_acc": 0.6988847583643123, "test_loss": 1.0299675067265828, "test_acc": 0.6287878787878788, "best_acc": 0.7159090909090909, "spike_rates": [0.10376603901386261, 0.13957256341681762, 0.15256267172448776, 0.16736679830971887, 0.1578259362893946], "spikes_per_sample": 467219.57197398186, "wall_time_s": 2.2964444160461426, "timestamp": "2026-08-21T07:01:57.418735+00:00"}
|
| 18 |
+
{"epoch": 18, "train_loss": 1.102372146450454, "train_acc": 0.7230483271375465, "test_loss": 0.8249190612272783, "test_acc": 0.6742424242424242, "best_acc": 0.7159090909090909, "spike_rates": [0.10237405405325048, 0.1426591364776387, 0.1560487422872992, 0.16958295071826263, 0.1638932903023327], "spikes_per_sample": 469705.9763857466, "wall_time_s": 2.3188326358795166, "timestamp": "2026-08-21T07:01:59.763168+00:00"}
|
| 19 |
+
{"epoch": 19, "train_loss": 1.1106363805253265, "train_acc": 0.7044609665427509, "test_loss": 0.8144715428352356, "test_acc": 0.6856060606060606, "best_acc": 0.7159090909090909, "spike_rates": [0.10555892525350347, 0.14597616826786713, 0.16049999524565303, 0.16942347498501048, 0.153432078221265], "spikes_per_sample": 482089.2434954751, "wall_time_s": 2.328822135925293, "timestamp": "2026-08-21T07:02:02.118168+00:00"}
|
| 20 |
+
{"epoch": 20, "train_loss": 1.052333198515456, "train_acc": 0.7453531598513011, "test_loss": 0.7828352613882585, "test_acc": 0.6666666666666666, "best_acc": 0.7159090909090909, "spike_rates": [0.10552499355638728, 0.1450526986052008, 0.16052565504522884, 0.16888688066426447, 0.155392125248909], "spikes_per_sample": 481008.4059671946, "wall_time_s": 2.3462717533111572, "timestamp": "2026-08-21T07:02:04.491011+00:00"}
|
| 21 |
+
{"epoch": 21, "train_loss": 1.080040838638646, "train_acc": 0.7230483271375465, "test_loss": 0.7789485075257041, "test_acc": 0.6590909090909091, "best_acc": 0.7159090909090909, "spike_rates": [0.10481655378552045, 0.1469817389460171, 0.1587039977312088, 0.1626478985828512, 0.15119245385422425], "spikes_per_sample": 479734.8502545249, "wall_time_s": 2.3462908267974854, "timestamp": "2026-08-21T07:02:06.862530+00:00"}
|
| 22 |
+
{"epoch": 22, "train_loss": 1.0456448500927495, "train_acc": 0.7639405204460966, "test_loss": 0.7356812195344404, "test_acc": 0.7234848484848485, "best_acc": 0.7234848484848485, "spike_rates": [0.1039033821400474, 0.14696712353650263, 0.15790802240371704, 0.16284464737948248, 0.15484720994444454], "spikes_per_sample": 477444.54722850677, "wall_time_s": 2.3491413593292236, "timestamp": "2026-08-21T07:02:09.236660+00:00"}
|
| 23 |
+
{"epoch": 23, "train_loss": 1.0414613387841718, "train_acc": 0.7565055762081785, "test_loss": 0.7482925725705696, "test_acc": 0.6856060606060606, "best_acc": 0.7234848484848485, "spike_rates": [0.1018269171609598, 0.14316787877503565, 0.15488221364862778, 0.1612717404085047, 0.15329899507410386], "spikes_per_sample": 467299.9942024887, "wall_time_s": 2.34120774269104, "timestamp": "2026-08-21T07:02:11.607767+00:00"}
|
| 24 |
+
{"epoch": 24, "train_loss": 1.0017719372940772, "train_acc": 0.7973977695167286, "test_loss": 0.6470673770615549, "test_acc": 0.7727272727272727, "best_acc": 0.7727272727272727, "spike_rates": [0.10017501299872118, 0.13804155938765583, 0.14673389582072988, 0.16300050738979788, 0.15550180217799017], "spikes_per_sample": 454435.3122171946, "wall_time_s": 2.3471689224243164, "timestamp": "2026-08-21T07:02:13.980095+00:00"}
|
| 25 |
+
{"epoch": 25, "train_loss": 1.0339778807969784, "train_acc": 0.7657992565055762, "test_loss": 0.6557280150326815, "test_acc": 0.7651515151515151, "best_acc": 0.7727272727272727, "spike_rates": [0.09784479702220243, 0.13857512351344614, 0.14789212714223302, 0.1590492935741649, 0.15362291651613572], "spikes_per_sample": 450181.79652149323, "wall_time_s": 2.3618361949920654, "timestamp": "2026-08-21T07:02:16.373485+00:00"}
|
| 26 |
+
{"epoch": 26, "train_loss": 1.0284013597495494, "train_acc": 0.7490706319702602, "test_loss": 0.7027118784008604, "test_acc": 0.7424242424242424, "best_acc": 0.7727272727272727, "spike_rates": [0.09738222947892021, 0.13834510568310232, 0.14758722396457896, 0.15680653908673456, 0.14649109016446507], "spikes_per_sample": 448457.98161764705, "wall_time_s": 2.3596854209899902, "timestamp": "2026-08-21T07:02:18.760907+00:00"}
|
| 27 |
+
{"epoch": 27, "train_loss": 0.9887955077961919, "train_acc": 0.7936802973977695, "test_loss": 1.0189650582544731, "test_acc": 0.6628787878787878, "best_acc": 0.7727272727272727, "spike_rates": [0.0977103714557255, 0.1303465436486637, 0.14610667614375844, 0.15848488667432, 0.15077986261423895], "spikes_per_sample": 440238.70277149323, "wall_time_s": 2.366983413696289, "timestamp": "2026-08-21T07:02:21.154226+00:00"}
|
| 28 |
+
{"epoch": 28, "train_loss": 1.029159360437145, "train_acc": 0.7862453531598513, "test_loss": 0.6240380894054066, "test_acc": 0.7575757575757576, "best_acc": 0.7727272727272727, "spike_rates": [0.0957042048959171, 0.13182652785497553, 0.14643185103640838, 0.16226749034488902, 0.1574552199419807], "spikes_per_sample": 438304.36453619914, "wall_time_s": 2.3621134757995605, "timestamp": "2026-08-21T07:02:23.543681+00:00"}
|
| 29 |
+
{"epoch": 29, "train_loss": 0.984575762181477, "train_acc": 0.7899628252788105, "test_loss": 0.5725967649257544, "test_acc": 0.7348484848484849, "best_acc": 0.7727272727272727, "spike_rates": [0.09783855168258443, 0.13119077594841227, 0.1466968883486355, 0.15991349080029657, 0.15705062098362865], "spikes_per_sample": 441941.7587669683, "wall_time_s": 2.344226837158203, "timestamp": "2026-08-21T07:02:25.913492+00:00"}
|
| 30 |
+
{"epoch": 30, "train_loss": 0.933890700340271, "train_acc": 0.8159851301115242, "test_loss": 0.5578496943820607, "test_acc": 0.7765151515151515, "best_acc": 0.7765151515151515, "spike_rates": [0.09737780865500956, 0.13292236100224888, 0.14567648312624762, 0.15787763104719274, 0.15662894967724295], "spikes_per_sample": 441984.42491515836, "wall_time_s": 2.340380907058716, "timestamp": "2026-08-21T07:02:28.280787+00:00"}
|
| 31 |
+
{"epoch": 31, "train_loss": 0.9726842861193263, "train_acc": 0.8029739776951673, "test_loss": 0.6252145333723589, "test_acc": 0.7840909090909091, "best_acc": 0.7840909090909091, "spike_rates": [0.10082050018450793, 0.13193850131595836, 0.14230269807226517, 0.15480930577306187, 0.15707887709140778], "spikes_per_sample": 446005.36312217196, "wall_time_s": 2.3188512325286865, "timestamp": "2026-08-21T07:02:30.631344+00:00"}
|
| 32 |
+
{"epoch": 32, "train_loss": 0.882962973587575, "train_acc": 0.845724907063197, "test_loss": 0.5472597913308577, "test_acc": 0.7916666666666666, "best_acc": 0.7916666666666666, "spike_rates": [0.09776482906411676, 0.1361259029192083, 0.14517732052242055, 0.15406694307046778, 0.14825786474873037], "spikes_per_sample": 445324.42760180996, "wall_time_s": 2.3062469959259033, "timestamp": "2026-08-21T07:02:32.970031+00:00"}
|
| 33 |
+
{"epoch": 33, "train_loss": 0.9455879842481648, "train_acc": 0.8141263940520446, "test_loss": 0.5715020867911252, "test_acc": 0.8068181818181818, "best_acc": 0.8068181818181818, "spike_rates": [0.0960857473752078, 0.13408680084873648, 0.14388366306529327, 0.15403657187433803, 0.1492598179508658], "spikes_per_sample": 438991.651300905, "wall_time_s": 2.296144962310791, "timestamp": "2026-08-21T07:02:35.297828+00:00"}
|
| 34 |
+
{"epoch": 34, "train_loss": 0.893685425967532, "train_acc": 0.8252788104089219, "test_loss": 0.4736930926640828, "test_acc": 0.8181818181818182, "best_acc": 0.8181818181818182, "spike_rates": [0.08856109442079768, 0.1307384126326617, 0.138706913765739, 0.15051660379942725, 0.14880712856264675], "spikes_per_sample": 416520.8708993213, "wall_time_s": 2.298032522201538, "timestamp": "2026-08-21T07:02:37.627520+00:00"}
|
| 35 |
+
{"epoch": 35, "train_loss": 0.9132875622869867, "train_acc": 0.8308550185873605, "test_loss": 0.9655669385736639, "test_acc": 0.7083333333333334, "best_acc": 0.8181818181818182, "spike_rates": [0.0875521530123318, 0.12909170108682969, 0.13747862244353576, 0.15159614208866568, 0.1473211917807074], "spikes_per_sample": 412164.29355203616, "wall_time_s": 2.2799344062805176, "timestamp": "2026-08-21T07:02:39.940578+00:00"}
|
| 36 |
+
{"epoch": 36, "train_loss": 0.8699976806303825, "train_acc": 0.8531598513011153, "test_loss": 0.5541212594870365, "test_acc": 0.7992424242424242, "best_acc": 0.8181818181818182, "spike_rates": [0.08653955117744558, 0.13209936899297378, 0.1397356119226007, 0.15402635143083684, 0.15538629100603216], "spikes_per_sample": 414762.61524321267, "wall_time_s": 2.2829861640930176, "timestamp": "2026-08-21T07:02:42.248635+00:00"}
|
| 37 |
+
{"epoch": 37, "train_loss": 0.8344999053221209, "train_acc": 0.8736059479553904, "test_loss": 0.6233844811266119, "test_acc": 0.7840909090909091, "best_acc": 0.8181818181818182, "spike_rates": [0.08706697339520734, 0.12894403320901535, 0.13725452475688038, 0.15333167244406307, 0.1515631526708603], "spikes_per_sample": 411137.4332579185, "wall_time_s": 2.268313407897949, "timestamp": "2026-08-21T07:02:44.542842+00:00"}
|
| 38 |
+
{"epoch": 38, "train_loss": 0.874348955526671, "train_acc": 0.8568773234200744, "test_loss": 0.42798402273293695, "test_acc": 0.8598484848484849, "best_acc": 0.8598484848484849, "spike_rates": [0.08805827664978363, 0.12767847013824127, 0.13748320235925562, 0.15265257130650914, 0.14867941421620987], "spikes_per_sample": 411895.5062217195, "wall_time_s": 2.269566059112549, "timestamp": "2026-08-21T07:02:46.837779+00:00"}
|
| 39 |
+
{"epoch": 39, "train_loss": 0.8203303973470922, "train_acc": 0.8680297397769516, "test_loss": 0.4789755597259059, "test_acc": 0.8068181818181818, "best_acc": 0.8598484848484849, "spike_rates": [0.08753770239212934, 0.12583525478839874, 0.14007844381472645, 0.15740195705610163, 0.15654290336019852], "spikes_per_sample": 410918.2129524887, "wall_time_s": 2.2727320194244385, "timestamp": "2026-08-21T07:02:49.144404+00:00"}
|
| 40 |
+
{"epoch": 40, "train_loss": 0.828320541567962, "train_acc": 0.8680297397769516, "test_loss": 0.4309600392977397, "test_acc": 0.8598484848484849, "best_acc": 0.8598484848484849, "spike_rates": [0.08466732151368085, 0.12310009756508995, 0.14000490044846253, 0.15525669823674595, 0.15293492464458242], "spikes_per_sample": 401682.9718608597, "wall_time_s": 2.270531177520752, "timestamp": "2026-08-21T07:02:51.441494+00:00"}
|
| 41 |
+
{"epoch": 41, "train_loss": 0.7862572479425309, "train_acc": 0.9052044609665427, "test_loss": 0.5103515657511625, "test_acc": 0.8106060606060606, "best_acc": 0.8598484848484849, "spike_rates": [0.08785544511149912, 0.12585448429864995, 0.14030715472557964, 0.15300767737276413, 0.14778741405290716], "spikes_per_sample": 411077.5279977375, "wall_time_s": 2.2678511142730713, "timestamp": "2026-08-21T07:02:53.734266+00:00"}
|
| 42 |
+
{"epoch": 42, "train_loss": 0.8014742175885736, "train_acc": 0.9052044609665427, "test_loss": 0.46449051932855084, "test_acc": 0.8371212121212122, "best_acc": 0.8598484848484849, "spike_rates": [0.08892286831841749, 0.12557842713945053, 0.13713709221166723, 0.15088809588376215, 0.14663326915572672], "spikes_per_sample": 411077.00904977374, "wall_time_s": 2.2704319953918457, "timestamp": "2026-08-21T07:02:56.031511+00:00"}
|
| 43 |
+
{"epoch": 43, "train_loss": 0.7913029395514705, "train_acc": 0.8940520446096655, "test_loss": 0.3892933392163479, "test_acc": 0.8901515151515151, "best_acc": 0.8901515151515151, "spike_rates": [0.08991133114870857, 0.12395629111458273, 0.13565987786825964, 0.14701845540719874, 0.14265509212718291], "spikes_per_sample": 410135.4673359728, "wall_time_s": 2.268664836883545, "timestamp": "2026-08-21T07:02:58.325420+00:00"}
|
| 44 |
+
{"epoch": 44, "train_loss": 0.74995314543132, "train_acc": 0.9163568773234201, "test_loss": 0.34923742847009137, "test_acc": 0.8901515151515151, "best_acc": 0.8901515151515151, "spike_rates": [0.08628242550527349, 0.12210049348718979, 0.1337151860489565, 0.14624443387283997, 0.1445052378317889], "spikes_per_sample": 399473.07084276015, "wall_time_s": 2.267409563064575, "timestamp": "2026-08-21T07:03:00.624268+00:00"}
|
| 45 |
+
{"epoch": 45, "train_loss": 0.7762963762956924, "train_acc": 0.9107806691449815, "test_loss": 0.4605616827805837, "test_acc": 0.9015151515151515, "best_acc": 0.9015151515151515, "spike_rates": [0.08600944675066892, 0.12178734733777888, 0.13335990204530604, 0.15071305720245137, 0.14946582913398743], "spikes_per_sample": 399012.26258484164, "wall_time_s": 2.2700440883636475, "timestamp": "2026-08-21T07:03:02.919936+00:00"}
|
| 46 |
+
{"epoch": 46, "train_loss": 0.7440874428110938, "train_acc": 0.9312267657992565, "test_loss": 0.39913368225097656, "test_acc": 0.8409090909090909, "best_acc": 0.9015151515151515, "spike_rates": [0.08822556102977079, 0.12196776796789731, 0.13778101871995366, 0.15217618205968073, 0.14902057980789857], "spikes_per_sample": 406355.61637443444, "wall_time_s": 2.2709524631500244, "timestamp": "2026-08-21T07:03:05.220145+00:00"}
|
| 47 |
+
{"epoch": 47, "train_loss": 0.7541532594032004, "train_acc": 0.9107806691449815, "test_loss": 0.4631047483646508, "test_acc": 0.8674242424242424, "best_acc": 0.9015151515151515, "spike_rates": [0.08789131045341492, 0.12226196334642522, 0.13461213602739222, 0.15163266921744628, 0.15060975446420558], "spikes_per_sample": 404243.23996040726, "wall_time_s": 2.2740018367767334, "timestamp": "2026-08-21T07:03:07.519496+00:00"}
|
| 48 |
+
{"epoch": 48, "train_loss": 0.7099161389591969, "train_acc": 0.9386617100371747, "test_loss": 0.40231092770894367, "test_acc": 0.8863636363636364, "best_acc": 0.9015151515151515, "spike_rates": [0.08899679867660298, 0.12478282302618027, 0.13193880372187672, 0.14981468372485218, 0.14418031538234038], "spikes_per_sample": 407512.931561086, "wall_time_s": 2.276339530944824, "timestamp": "2026-08-21T07:03:09.821597+00:00"}
|
| 49 |
+
{"epoch": 49, "train_loss": 0.7511632234190476, "train_acc": 0.9033457249070632, "test_loss": 0.41493011785276007, "test_acc": 0.8674242424242424, "best_acc": 0.9015151515151515, "spike_rates": [0.08644955429960699, 0.1184675881967825, 0.1285149700501386, 0.14900819869602427, 0.1449248203459908], "spikes_per_sample": 393653.51923076925, "wall_time_s": 2.2804391384124756, "timestamp": "2026-08-21T07:03:12.128645+00:00"}
|
| 50 |
+
{"epoch": 50, "train_loss": 0.7323864822494053, "train_acc": 0.9442379182156134, "test_loss": 0.4217995992212584, "test_acc": 0.8939393939393939, "best_acc": 0.9015151515151515, "spike_rates": [0.08573640006430008, 0.12033280204324161, 0.12959303926019108, 0.14713795833727894, 0.14662239481421077], "spikes_per_sample": 394447.9128959276, "wall_time_s": 2.288583755493164, "timestamp": "2026-08-21T07:03:14.445124+00:00"}
|
| 51 |
+
{"epoch": 51, "train_loss": 0.7301835207247823, "train_acc": 0.929368029739777, "test_loss": 0.38433839064655884, "test_acc": 0.9053030303030303, "best_acc": 0.9053030303030303, "spike_rates": [0.0837885930257685, 0.1215106354040258, 0.12718658762819626, 0.1425828434088651, 0.14465028310523315], "spikes_per_sample": 389724.1009615385, "wall_time_s": 2.295595169067383, "timestamp": "2026-08-21T07:03:16.767175+00:00"}
|
| 52 |
+
{"epoch": 52, "train_loss": 0.7122172994684552, "train_acc": 0.9423791821561338, "test_loss": 0.384370406017159, "test_acc": 0.8560606060606061, "best_acc": 0.9053030303030303, "spike_rates": [0.08366001572679072, 0.1223811454632703, 0.1261758821852067, 0.13722896575927734, 0.13964590079644146], "spikes_per_sample": 389094.64536199096, "wall_time_s": 2.3014397621154785, "timestamp": "2026-08-21T07:03:19.099589+00:00"}
|
| 53 |
+
{"epoch": 53, "train_loss": 0.721580906428369, "train_acc": 0.9330855018587361, "test_loss": 0.4359552733825915, "test_acc": 0.875, "best_acc": 0.9053030303030303, "spike_rates": [0.0864553929251783, 0.12138743786250844, 0.12594965889173396, 0.13545390525284937, 0.1434224677436492], "spikes_per_sample": 393594.47680995474, "wall_time_s": 2.3066089153289795, "timestamp": "2026-08-21T07:03:21.431841+00:00"}
|
| 54 |
+
{"epoch": 54, "train_loss": 0.6967508908098072, "train_acc": 0.9516728624535316, "test_loss": 0.5124874376889431, "test_acc": 0.8333333333333334, "best_acc": 0.9053030303030303, "spike_rates": [0.08578948413624483, 0.11953620963236865, 0.12450623775229734, 0.1374775609549354, 0.1435128985082402], "spikes_per_sample": 389765.7256787331, "wall_time_s": 2.3091623783111572, "timestamp": "2026-08-21T07:03:23.766799+00:00"}
|
| 55 |
+
{"epoch": 55, "train_loss": 0.6896441230986641, "train_acc": 0.9423791821561338, "test_loss": 0.3753564782214887, "test_acc": 0.8939393939393939, "best_acc": 0.9053030303030303, "spike_rates": [0.08633251532035716, 0.12063631897463518, 0.12518174595692577, 0.14071759406258078, 0.14487410731175365], "spikes_per_sample": 392847.7208710407, "wall_time_s": 2.3245859146118164, "timestamp": "2026-08-21T07:03:26.117997+00:00"}
|
| 56 |
+
{"epoch": 56, "train_loss": 0.6746792525163814, "train_acc": 0.9739776951672863, "test_loss": 0.32555939934470435, "test_acc": 0.9128787878787878, "best_acc": 0.9128787878787878, "spike_rates": [0.0877553106230848, 0.1194839547662174, 0.12440759075038574, 0.13938014472232146, 0.14585760849363663], "spikes_per_sample": 394050.8768382353, "wall_time_s": 2.324061870574951, "timestamp": "2026-08-21T07:03:28.468549+00:00"}
|
| 57 |
+
{"epoch": 57, "train_loss": 0.6706511963255787, "train_acc": 0.9684014869888475, "test_loss": 0.3306281223441615, "test_acc": 0.9242424242424242, "best_acc": 0.9242424242424242, "spike_rates": [0.08961953091270783, 0.11999513471827787, 0.1241886449210784, 0.13862793059910045, 0.14788050248342402], "spikes_per_sample": 398298.6821266968, "wall_time_s": 2.3211140632629395, "timestamp": "2026-08-21T07:03:30.821649+00:00"}
|
| 58 |
+
{"epoch": 58, "train_loss": 0.6717007160186768, "train_acc": 0.9516728624535316, "test_loss": 0.34022426063364203, "test_acc": 0.9128787878787878, "best_acc": 0.9242424242424242, "spike_rates": [0.08983482683406156, 0.11870499218211454, 0.12394050947007011, 0.13754290955908158, 0.14358788115136764], "spikes_per_sample": 397090.30359162897, "wall_time_s": 2.332106590270996, "timestamp": "2026-08-21T07:03:33.184646+00:00"}
|
| 59 |
+
{"epoch": 59, "train_loss": 0.6852969562697144, "train_acc": 0.9442379182156134, "test_loss": 0.3509984937581149, "test_acc": 0.9053030303030303, "best_acc": 0.9242424242424242, "spike_rates": [0.088034467662082, 0.11790736983804141, 0.12328881770372391, 0.13777843117713928, 0.14333134714294882], "spikes_per_sample": 392165.5012726244, "wall_time_s": 2.3492655754089355, "timestamp": "2026-08-21T07:03:35.565757+00:00"}
|
| 60 |
+
{"epoch": 60, "train_loss": 0.6623315735820501, "train_acc": 0.966542750929368, "test_loss": 0.35736177094054944, "test_acc": 0.9204545454545454, "best_acc": 0.9242424242424242, "spike_rates": [0.088157119558138, 0.11820034858058481, 0.12360773630001966, 0.13577378935673656, 0.1442044123130686], "spikes_per_sample": 392641.4966063348, "wall_time_s": 2.3419904708862305, "timestamp": "2026-08-21T07:03:37.934240+00:00"}
|
| 61 |
+
{"epoch": 61, "train_loss": 0.6774083433541224, "train_acc": 0.9516728624535316, "test_loss": 0.34752598811279645, "test_acc": 0.9242424242424242, "best_acc": 0.9242424242424242, "spike_rates": [0.08808246999979019, 0.11868297133375616, 0.12308424798881307, 0.13668403117095723, 0.14254938591929042], "spikes_per_sample": 392822.566459276, "wall_time_s": 2.327359199523926, "timestamp": "2026-08-21T07:03:40.287939+00:00"}
|
| 62 |
+
{"epoch": 62, "train_loss": 0.6493597473796858, "train_acc": 0.9721189591078067, "test_loss": 0.38027025894685224, "test_acc": 0.8977272727272727, "best_acc": 0.9242424242424242, "spike_rates": [0.08816913340021582, 0.1186012476682663, 0.12234768271446228, 0.1343579616616754, 0.13925927000887253], "spikes_per_sample": 392200.48854638013, "wall_time_s": 2.3225300312042236, "timestamp": "2026-08-21T07:03:42.636395+00:00"}
|
| 63 |
+
{"epoch": 63, "train_loss": 0.6527802049005785, "train_acc": 0.9721189591078067, "test_loss": 0.3200474634315028, "test_acc": 0.9204545454545454, "best_acc": 0.9242424242424242, "spike_rates": [0.0886908068376429, 0.1189494483611163, 0.12278744359226788, 0.13356506824493408, 0.14224788634216085], "spikes_per_sample": 393810.5731052036, "wall_time_s": 2.320631265640259, "timestamp": "2026-08-21T07:03:44.983432+00:00"}
|
| 64 |
+
{"epoch": 64, "train_loss": 0.6335969467588517, "train_acc": 0.9851301115241635, "test_loss": 0.33075512900496973, "test_acc": 0.9242424242424242, "best_acc": 0.9242424242424242, "spike_rates": [0.08794381031218697, 0.11819435962859322, 0.12260327269049252, 0.13428648605066187, 0.1424681719611673], "spikes_per_sample": 391452.7543834842, "wall_time_s": 2.3094801902770996, "timestamp": "2026-08-21T07:03:47.317708+00:00"}
|
| 65 |
+
{"epoch": 65, "train_loss": 0.6278184701075784, "train_acc": 0.9776951672862454, "test_loss": 0.34376269669243786, "test_acc": 0.9204545454545454, "best_acc": 0.9242424242424242, "spike_rates": [0.08604093290427152, 0.11759647113435409, 0.12159181605367099, 0.13292980720015132, 0.14107292539933147], "spikes_per_sample": 386115.14196832577, "wall_time_s": 2.3062446117401123, "timestamp": "2026-08-21T07:03:49.649268+00:00"}
|
| 66 |
+
{"epoch": 66, "train_loss": 0.6272072893979381, "train_acc": 0.9758364312267658, "test_loss": 0.3446541451143496, "test_acc": 0.9166666666666666, "best_acc": 0.9242424242424242, "spike_rates": [0.08699805245679967, 0.1182218132650151, 0.12169439783867668, 0.13323433521915884, 0.138769590679337], "spikes_per_sample": 388852.94951923075, "wall_time_s": 2.3002467155456543, "timestamp": "2026-08-21T07:03:51.974767+00:00"}
|
| 67 |
+
{"epoch": 67, "train_loss": 0.6156171739766145, "train_acc": 0.9907063197026023, "test_loss": 0.3188515070712928, "test_acc": 0.9090909090909091, "best_acc": 0.9242424242424242, "spike_rates": [0.08740144924205892, 0.11766341810717303, 0.12069099790909711, 0.13158531486988068, 0.1424063777222353], "spikes_per_sample": 388401.11156674207, "wall_time_s": 2.2950994968414307, "timestamp": "2026-08-21T07:03:54.294792+00:00"}
|
| 68 |
+
{"epoch": 68, "train_loss": 0.6266399032564411, "train_acc": 0.9776951672862454, "test_loss": 0.44766744158484717, "test_acc": 0.875, "best_acc": 0.9242424242424242, "spike_rates": [0.08701366975026972, 0.11670663646038841, 0.11959743850371417, 0.1305182234329336, 0.13921856792534099], "spikes_per_sample": 385846.0913461538, "wall_time_s": 2.306626319885254, "timestamp": "2026-08-21T07:03:56.627966+00:00"}
|
| 69 |
+
{"epoch": 69, "train_loss": 0.6255561314994075, "train_acc": 0.9795539033457249, "test_loss": 0.35009752710660297, "test_acc": 0.9166666666666666, "best_acc": 0.9242424242424242, "spike_rates": [0.08727523772155538, 0.11590853421127095, 0.11853294425150927, 0.13066303467049317, 0.14072193818933823], "spikes_per_sample": 385030.3122171946, "wall_time_s": 2.2915608882904053, "timestamp": "2026-08-21T07:03:58.945469+00:00"}
|
| 70 |
+
{"epoch": 70, "train_loss": 0.6378774598628615, "train_acc": 0.9795539033457249, "test_loss": 0.2958568479075576, "test_acc": 0.9318181818181818, "best_acc": 0.9318181818181818, "spike_rates": [0.08791926021085066, 0.11662402004003525, 0.11930702319916557, 0.131701920838917, 0.13977594498325796], "spikes_per_sample": 387664.8776866516, "wall_time_s": 2.291141986846924, "timestamp": "2026-08-21T07:04:01.262042+00:00"}
|
| 71 |
+
{"epoch": 71, "train_loss": 0.607937641524914, "train_acc": 0.983271375464684, "test_loss": 0.31646788029959705, "test_acc": 0.9166666666666666, "best_acc": 0.9318181818181818, "spike_rates": [0.0863892269485137, 0.1158106984461055, 0.11787367042373209, 0.12990724163896897, 0.13764439260258393], "spikes_per_sample": 382599.971719457, "wall_time_s": 2.288313388824463, "timestamp": "2026-08-21T07:04:03.580736+00:00"}
|
| 72 |
+
{"epoch": 72, "train_loss": 0.6163689522938214, "train_acc": 0.9795539033457249, "test_loss": 0.3004501588416822, "test_acc": 0.9318181818181818, "best_acc": 0.9318181818181818, "spike_rates": [0.08707210333908305, 0.11621181009446874, 0.11834032482960645, 0.12983131145729737, 0.13655002327526317], "spikes_per_sample": 384678.39507918555, "wall_time_s": 2.293273687362671, "timestamp": "2026-08-21T07:04:05.900555+00:00"}
|
| 73 |
+
{"epoch": 73, "train_loss": 0.6027766674424636, "train_acc": 0.9888475836431226, "test_loss": 0.2876467113242005, "test_acc": 0.946969696969697, "best_acc": 0.946969696969697, "spike_rates": [0.0873596422812518, 0.11678189346018959, 0.11794614002985113, 0.1286311175893335, 0.1360517994445913], "spikes_per_sample": 385511.05161199096, "wall_time_s": 2.2852540016174316, "timestamp": "2026-08-21T07:04:08.212083+00:00"}
|
| 74 |
+
{"epoch": 74, "train_loss": 0.6076737354236021, "train_acc": 0.983271375464684, "test_loss": 0.2894166838942152, "test_acc": 0.9356060606060606, "best_acc": 0.946969696969697, "spike_rates": [0.08634167734314413, 0.11540280501632129, 0.11825824660413406, 0.12970170992262223, 0.13899400129037745], "spikes_per_sample": 382257.51018099545, "wall_time_s": 2.2769744396209717, "timestamp": "2026-08-21T07:04:10.519608+00:00"}
|
| 75 |
+
{"epoch": 75, "train_loss": 0.6062062340598124, "train_acc": 0.9888475836431226, "test_loss": 0.2995792410590432, "test_acc": 0.9356060606060606, "best_acc": 0.946969696969697, "spike_rates": [0.08704821458634208, 0.11575437600121778, 0.11897000889567767, 0.13011029976255753, 0.1386548044050441], "spikes_per_sample": 384532.0349264706, "wall_time_s": 2.2833139896392822, "timestamp": "2026-08-21T07:04:12.828222+00:00"}
|
| 76 |
+
{"epoch": 76, "train_loss": 0.6051228888415936, "train_acc": 0.9907063197026023, "test_loss": 0.2919144666556156, "test_acc": 0.9318181818181818, "best_acc": 0.946969696969697, "spike_rates": [0.08736724274999955, 0.11655100303537705, 0.11877004583092297, 0.12921008818289814, 0.13504596229861765], "spikes_per_sample": 385784.1272624434, "wall_time_s": 2.287468671798706, "timestamp": "2026-08-21T07:04:15.140742+00:00"}
|
| 77 |
+
{"epoch": 77, "train_loss": 0.5934730604235567, "train_acc": 0.9925650557620818, "test_loss": 0.3226821214863748, "test_acc": 0.9431818181818182, "best_acc": 0.946969696969697, "spike_rates": [0.08712463431498584, 0.11621896221357234, 0.11888773607857087, 0.12886981578434215, 0.13620796098428614], "spikes_per_sample": 384953.3693438914, "wall_time_s": 2.29323410987854, "timestamp": "2026-08-21T07:04:17.459532+00:00"}
|
| 78 |
+
{"epoch": 78, "train_loss": 0.5981723889985492, "train_acc": 0.9907063197026023, "test_loss": 0.30310661187677673, "test_acc": 0.9356060606060606, "best_acc": 0.946969696969697, "spike_rates": [0.08685755948810016, 0.116835215512444, 0.11801855616709765, 0.12728280179640827, 0.1339403040268842], "spikes_per_sample": 384357.39295814483, "wall_time_s": 2.2897489070892334, "timestamp": "2026-08-21T07:04:19.784212+00:00"}
|
| 79 |
+
{"epoch": 79, "train_loss": 0.5958358138024142, "train_acc": 0.9944237918215614, "test_loss": 0.2866767671975223, "test_acc": 0.9318181818181818, "best_acc": 0.946969696969697, "spike_rates": [0.08597968211945366, 0.11633302753462511, 0.11932067923686084, 0.12998406150761774, 0.13633572704651775], "spikes_per_sample": 383046.04242081445, "wall_time_s": 2.285684823989868, "timestamp": "2026-08-21T07:04:22.095705+00:00"}
|
| 80 |
+
{"epoch": 80, "train_loss": 0.5903989632776678, "train_acc": 0.9869888475836431, "test_loss": 0.31436445247946365, "test_acc": 0.9318181818181818, "best_acc": 0.946969696969697, "spike_rates": [0.08561921119689941, 0.11692724552224665, 0.11809788469006033, 0.12721874959328594, 0.1342405264868456], "spikes_per_sample": 381892.54722850677, "wall_time_s": 2.290994167327881, "timestamp": "2026-08-21T07:04:24.412832+00:00"}
|
| 81 |
+
{"epoch": 81, "train_loss": 0.6048081834076948, "train_acc": 0.983271375464684, "test_loss": 0.29522438753734936, "test_acc": 0.9393939393939394, "best_acc": 0.946969696969697, "spike_rates": [0.08559291809797287, 0.11652049816706601, 0.11903115800198387, 0.12754465376629548, 0.13637632482192097], "spikes_per_sample": 381960.85548642534, "wall_time_s": 2.29084849357605, "timestamp": "2026-08-21T07:04:26.737151+00:00"}
|
| 82 |
+
{"epoch": 82, "train_loss": 0.6089183949626511, "train_acc": 0.9814126394052045, "test_loss": 0.28485483653617627, "test_acc": 0.9318181818181818, "best_acc": 0.946969696969697, "spike_rates": [0.08582925533547121, 0.11766495818600935, 0.118718102136079, 0.12719344040926764, 0.13570821811171138], "spikes_per_sample": 383440.14069570135, "wall_time_s": 2.3012757301330566, "timestamp": "2026-08-21T07:04:29.063539+00:00"}
|
| 83 |
+
{"epoch": 83, "train_loss": 0.5879328707336936, "train_acc": 0.9925650557620818, "test_loss": 0.28701300964210974, "test_acc": 0.9356060606060606, "best_acc": 0.946969696969697, "spike_rates": [0.0856518640237696, 0.11622050667510313, 0.11927757850464653, 0.12828971182598786, 0.13331849171834834], "spikes_per_sample": 381971.3093891403, "wall_time_s": 2.2917420864105225, "timestamp": "2026-08-21T07:04:31.380930+00:00"}
|
| 84 |
+
{"epoch": 84, "train_loss": 0.6008368690660895, "train_acc": 0.9888475836431226, "test_loss": 0.31409937053015735, "test_acc": 0.928030303030303, "best_acc": 0.946969696969697, "spike_rates": [0.08618812087704153, 0.11712210274794523, 0.11963883655912735, 0.12870865446679733, 0.13432826452395497], "spikes_per_sample": 384293.6800056561, "wall_time_s": 2.3016417026519775, "timestamp": "2026-08-21T07:04:33.707755+00:00"}
|
| 85 |
+
{"epoch": 85, "train_loss": 0.5962242856344769, "train_acc": 0.9907063197026023, "test_loss": 0.29704755544662476, "test_acc": 0.928030303030303, "best_acc": 0.946969696969697, "spike_rates": [0.08617156218079959, 0.11621125918977401, 0.11966284758904401, 0.1277492493391037, 0.13407433646566727], "spikes_per_sample": 383189.26555429865, "wall_time_s": 2.3043127059936523, "timestamp": "2026-08-21T07:04:36.037294+00:00"}
|
| 86 |
+
{"epoch": 86, "train_loss": 0.5937934278555519, "train_acc": 0.9962825278810409, "test_loss": 0.30357245242956915, "test_acc": 0.9318181818181818, "best_acc": 0.946969696969697, "spike_rates": [0.08633961353231878, 0.11585397930706248, 0.11953294715460609, 0.12735236216993892, 0.13354428375468536], "spikes_per_sample": 383042.54765271494, "wall_time_s": 2.2992820739746094, "timestamp": "2026-08-21T07:04:38.361961+00:00"}
|
| 87 |
+
{"epoch": 87, "train_loss": 0.5851949816742794, "train_acc": 0.9925650557620818, "test_loss": 0.30668240875908825, "test_acc": 0.928030303030303, "best_acc": 0.946969696969697, "spike_rates": [0.08686495703809402, 0.1166263288434814, 0.1194951643838602, 0.1281354225733701, 0.13706939185366912], "spikes_per_sample": 385064.755938914, "wall_time_s": 2.3015944957733154, "timestamp": "2026-08-21T07:04:40.689409+00:00"}
|
| 88 |
+
{"epoch": 88, "train_loss": 0.5845267752732486, "train_acc": 0.9944237918215614, "test_loss": 0.33119835998072766, "test_acc": 0.9318181818181818, "best_acc": 0.946969696969697, "spike_rates": [0.08657547217958114, 0.11648409945123336, 0.11908761455732234, 0.127413850496797, 0.13542786328231587], "spikes_per_sample": 383987.26131221716, "wall_time_s": 2.3065361976623535, "timestamp": "2026-08-21T07:04:43.021778+00:00"}
|
| 89 |
+
{"epoch": 89, "train_loss": 0.5902699788263739, "train_acc": 0.9925650557620818, "test_loss": 0.31146247097940155, "test_acc": 0.9242424242424242, "best_acc": 0.946969696969697, "spike_rates": [0.08631107605555478, 0.11582592611803728, 0.11890723950722638, 0.12720422096112194, 0.13295152082162745], "spikes_per_sample": 382600.91487556556, "wall_time_s": 2.3213744163513184, "timestamp": "2026-08-21T07:04:45.368321+00:00"}
|
| 90 |
+
{"epoch": 90, "train_loss": 0.5842480619600714, "train_acc": 0.9925650557620818, "test_loss": 0.300628892400048, "test_acc": 0.9318181818181818, "best_acc": 0.946969696969697, "spike_rates": [0.08605823402895647, 0.11591679252245847, 0.11879181423607994, 0.1272652236854329, 0.13521121968241298], "spikes_per_sample": 382131.19824660633, "wall_time_s": 2.307612419128418, "timestamp": "2026-08-21T07:04:47.702854+00:00"}
|
| 91 |
+
{"epoch": 91, "train_loss": 0.5962223893647743, "train_acc": 0.9944237918215614, "test_loss": 0.30424482262495794, "test_acc": 0.9318181818181818, "best_acc": 0.946969696969697, "spike_rates": [0.08606998666244395, 0.11627617303062887, 0.11890051733045016, 0.12683534972807942, 0.1342791564324323], "spikes_per_sample": 382526.67491515836, "wall_time_s": 2.31955623626709, "timestamp": "2026-08-21T07:04:50.049420+00:00"}
|
| 92 |
+
{"epoch": 92, "train_loss": 0.5871866001958741, "train_acc": 0.9944237918215614, "test_loss": 0.292555157885407, "test_acc": 0.928030303030303, "best_acc": 0.946969696969697, "spike_rates": [0.08607661417301964, 0.11597891371039783, 0.11856974924311918, 0.12689935372156255, 0.13361838547622457], "spikes_per_sample": 382057.7446266968, "wall_time_s": 2.310859203338623, "timestamp": "2026-08-21T07:04:52.384796+00:00"}
|
| 93 |
+
{"epoch": 93, "train_loss": 0.5855755041523051, "train_acc": 0.9925650557620818, "test_loss": 0.29485894694472803, "test_acc": 0.9318181818181818, "best_acc": 0.946969696969697, "spike_rates": [0.086359965012354, 0.11597958776880712, 0.1193493004230892, 0.12739465604810155, 0.13444553578601165], "spikes_per_sample": 383133.3061368778, "wall_time_s": 2.3182919025421143, "timestamp": "2026-08-21T07:04:54.729711+00:00"}
|
| 94 |
+
{"epoch": 94, "train_loss": 0.5888524607211684, "train_acc": 0.9869888475836431, "test_loss": 0.2937831643855933, "test_acc": 0.9356060606060606, "best_acc": 0.946969696969697, "spike_rates": [0.0859263670795104, 0.11582587089608698, 0.11899037396206576, 0.12719574570655823, 0.13502657851752112], "spikes_per_sample": 381853.0636312217, "wall_time_s": 2.3114724159240723, "timestamp": "2026-08-21T07:04:57.067373+00:00"}
|
| 95 |
+
{"epoch": 95, "train_loss": 0.5797208432371288, "train_acc": 0.9944237918215614, "test_loss": 0.28671697865832935, "test_acc": 0.9318181818181818, "best_acc": 0.946969696969697, "spike_rates": [0.08610108187969993, 0.11569077214773964, 0.11915995049126007, 0.126824471003869, 0.1322365674902411], "spikes_per_sample": 382095.61552601814, "wall_time_s": 2.3240082263946533, "timestamp": "2026-08-21T07:04:59.416295+00:00"}
|
| 96 |
+
{"epoch": 96, "train_loss": 0.5953809818370634, "train_acc": 0.9869888475836431, "test_loss": 0.29406887970187445, "test_acc": 0.9318181818181818, "best_acc": 0.946969696969697, "spike_rates": [0.08635632649940603, 0.11674029818352531, 0.11895416720825083, 0.12706035901518428, 0.13481207454905791], "spikes_per_sample": 383674.89239253395, "wall_time_s": 2.3091177940368652, "timestamp": "2026-08-21T07:05:01.753876+00:00"}
|
| 97 |
+
{"epoch": 97, "train_loss": 0.5832828804019659, "train_acc": 1.0, "test_loss": 0.2883614238464471, "test_acc": 0.928030303030303, "best_acc": 0.946969696969697, "spike_rates": [0.08603063795496435, 0.11623918878681519, 0.11868188179591123, 0.12666015239322886, 0.13416390471598683], "spikes_per_sample": 382266.1315045249, "wall_time_s": 2.3020105361938477, "timestamp": "2026-08-21T07:05:04.081364+00:00"}
|
| 98 |
+
{"epoch": 98, "train_loss": 0.5963489956128996, "train_acc": 0.9869888475836431, "test_loss": 0.2884104387326674, "test_acc": 0.9318181818181818, "best_acc": 0.946969696969697, "spike_rates": [0.086149600937086, 0.11644446762169108, 0.11925306215005763, 0.12716123987646663, 0.1354857052073759], "spikes_per_sample": 383106.6821266968, "wall_time_s": 2.3023159503936768, "timestamp": "2026-08-21T07:05:06.414764+00:00"}
|
| 99 |
+
{"epoch": 99, "train_loss": 0.5848873913509695, "train_acc": 0.9981412639405205, "test_loss": 0.2805110974745317, "test_acc": 0.9356060606060606, "best_acc": 0.946969696969697, "spike_rates": [0.08611093943609911, 0.11589639458586187, 0.11867133834782768, 0.12688138818039613, 0.13378842437968536], "spikes_per_sample": 382095.44725678733, "wall_time_s": 2.2978110313415527, "timestamp": "2026-08-21T07:05:08.738470+00:00"}
|
| 100 |
+
{"epoch": 100, "train_loss": 0.596299713429022, "train_acc": 0.9944237918215614, "test_loss": 0.3022353712356452, "test_acc": 0.9318181818181818, "best_acc": 0.946969696969697, "spike_rates": [0.08602504081585828, 0.11663984682630091, 0.11889334505095202, 0.12695173656239228, 0.13294720562065349], "spikes_per_sample": 382813.7805429864, "wall_time_s": 2.293067216873169, "timestamp": "2026-08-21T07:05:11.057217+00:00"}
|
opt8_ftbc_threshold_balance/opt8_control_off.gpu_telemetry.csv
ADDED
|
@@ -0,0 +1,177 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
timestamp,index,utilization.gpu,utilization.memory,memory.used,memory.total,temperature.gpu,power.draw,clocks.sm
|
| 2 |
+
2026/08/21 06:59:18.544, 0, 0, 0, 0, 15360, 56, 10.96, 300
|
| 3 |
+
2026/08/21 06:59:18.562, 1, 0, 0, 0, 15360, 45, 10.56, 300
|
| 4 |
+
2026/08/21 06:59:23.617, 0, 3, 0, 105, 15360, 57, 29.91, 675
|
| 5 |
+
2026/08/21 06:59:23.627, 1, 1, 0, 123, 15360, 47, 28.34, 585
|
| 6 |
+
2026/08/21 06:59:28.672, 0, 0, 0, 205, 15360, 58, 30.00, 585
|
| 7 |
+
2026/08/21 06:59:28.683, 1, 100, 0, 205, 15360, 50, 40.69, 1590
|
| 8 |
+
2026/08/21 06:59:33.727, 0, 0, 0, 205, 15360, 58, 30.10, 585
|
| 9 |
+
2026/08/21 06:59:33.736, 1, 100, 0, 205, 15360, 52, 41.08, 1590
|
| 10 |
+
2026/08/21 06:59:38.780, 0, 0, 0, 205, 15360, 59, 30.10, 585
|
| 11 |
+
2026/08/21 06:59:38.790, 1, 100, 0, 205, 15360, 53, 41.38, 1590
|
| 12 |
+
2026/08/21 06:59:43.834, 0, 0, 0, 205, 15360, 59, 30.20, 585
|
| 13 |
+
2026/08/21 06:59:43.844, 1, 100, 0, 205, 15360, 54, 41.67, 1590
|
| 14 |
+
2026/08/21 06:59:48.887, 0, 0, 0, 205, 15360, 59, 30.20, 585
|
| 15 |
+
2026/08/21 06:59:48.898, 1, 100, 0, 205, 15360, 55, 41.87, 1590
|
| 16 |
+
2026/08/21 06:59:53.941, 0, 0, 0, 205, 15360, 59, 30.30, 585
|
| 17 |
+
2026/08/21 06:59:53.951, 1, 0, 0, 205, 15360, 54, 29.33, 585
|
| 18 |
+
2026/08/21 06:59:59.002, 0, 0, 0, 205, 15360, 60, 30.40, 585
|
| 19 |
+
2026/08/21 06:59:59.011, 1, 0, 0, 205, 15360, 54, 29.33, 585
|
| 20 |
+
2026/08/21 07:00:04.058, 0, 0, 0, 205, 15360, 60, 30.50, 585
|
| 21 |
+
2026/08/21 07:00:04.068, 1, 0, 0, 205, 15360, 54, 29.33, 585
|
| 22 |
+
2026/08/21 07:00:09.116, 0, 0, 0, 205, 15360, 60, 30.40, 585
|
| 23 |
+
2026/08/21 07:00:09.127, 1, 0, 0, 205, 15360, 54, 29.41, 585
|
| 24 |
+
2026/08/21 07:00:14.175, 0, 0, 0, 205, 15360, 60, 30.40, 585
|
| 25 |
+
2026/08/21 07:00:14.186, 1, 0, 0, 205, 15360, 55, 29.43, 585
|
| 26 |
+
2026/08/21 07:00:19.234, 0, 0, 0, 205, 15360, 60, 30.50, 585
|
| 27 |
+
2026/08/21 07:00:19.244, 1, 0, 0, 205, 15360, 55, 29.63, 585
|
| 28 |
+
2026/08/21 07:00:24.292, 0, 0, 0, 205, 15360, 61, 30.50, 585
|
| 29 |
+
2026/08/21 07:00:24.303, 1, 0, 0, 205, 15360, 55, 29.61, 585
|
| 30 |
+
2026/08/21 07:00:29.354, 0, 0, 0, 205, 15360, 61, 30.60, 585
|
| 31 |
+
2026/08/21 07:00:29.363, 1, 0, 0, 205, 15360, 55, 29.63, 585
|
| 32 |
+
2026/08/21 07:00:34.415, 0, 0, 0, 205, 15360, 61, 30.60, 585
|
| 33 |
+
2026/08/21 07:00:34.430, 1, 0, 0, 205, 15360, 55, 29.73, 585
|
| 34 |
+
2026/08/21 07:00:39.479, 0, 0, 0, 341, 15360, 61, 30.50, 585
|
| 35 |
+
2026/08/21 07:00:39.489, 1, 0, 0, 205, 15360, 56, 29.71, 585
|
| 36 |
+
2026/08/21 07:00:44.540, 0, 0, 0, 341, 15360, 61, 30.50, 585
|
| 37 |
+
2026/08/21 07:00:44.550, 1, 0, 0, 205, 15360, 56, 29.73, 585
|
| 38 |
+
2026/08/21 07:00:49.599, 0, 0, 0, 341, 15360, 61, 30.50, 585
|
| 39 |
+
2026/08/21 07:00:49.609, 1, 0, 0, 205, 15360, 56, 29.81, 585
|
| 40 |
+
2026/08/21 07:00:54.656, 0, 100, 0, 395, 15360, 63, 45.40, 1590
|
| 41 |
+
2026/08/21 07:00:54.663, 1, 0, 0, 205, 15360, 56, 29.81, 585
|
| 42 |
+
2026/08/21 07:00:59.712, 0, 100, 0, 395, 15360, 64, 45.79, 1590
|
| 43 |
+
2026/08/21 07:00:59.719, 1, 0, 0, 205, 15360, 57, 29.91, 585
|
| 44 |
+
2026/08/21 07:01:04.768, 0, 100, 0, 395, 15360, 65, 46.16, 1590
|
| 45 |
+
2026/08/21 07:01:04.775, 1, 0, 0, 341, 15360, 57, 29.91, 585
|
| 46 |
+
2026/08/21 07:01:09.822, 0, 100, 0, 395, 15360, 66, 46.75, 1590
|
| 47 |
+
2026/08/21 07:01:09.830, 1, 0, 0, 341, 15360, 57, 30.00, 585
|
| 48 |
+
2026/08/21 07:01:14.879, 0, 100, 0, 395, 15360, 67, 47.14, 1590
|
| 49 |
+
2026/08/21 07:01:14.886, 1, 0, 0, 341, 15360, 57, 30.00, 585
|
| 50 |
+
2026/08/21 07:01:19.934, 0, 95, 84, 2703, 15360, 69, 57.74, 1155
|
| 51 |
+
2026/08/21 07:01:19.950, 1, 97, 85, 2703, 15360, 61, 66.06, 1335
|
| 52 |
+
2026/08/21 07:01:25.005, 0, 95, 84, 2705, 15360, 70, 60.06, 1140
|
| 53 |
+
2026/08/21 07:01:25.014, 1, 96, 83, 2703, 15360, 64, 61.36, 1410
|
| 54 |
+
2026/08/21 07:01:30.065, 0, 98, 98, 2705, 15360, 71, 72.50, 1275
|
| 55 |
+
2026/08/21 07:01:30.081, 1, 99, 19, 2703, 15360, 65, 83.89, 1305
|
| 56 |
+
2026/08/21 07:01:35.134, 0, 96, 83, 2705, 15360, 72, 63.81, 1110
|
| 57 |
+
2026/08/21 07:01:35.151, 1, 97, 80, 2703, 15360, 67, 60.81, 1335
|
| 58 |
+
2026/08/21 07:01:40.208, 0, 97, 84, 2705, 15360, 73, 63.87, 1035
|
| 59 |
+
2026/08/21 07:01:40.231, 1, 95, 81, 2703, 15360, 68, 71.77, 1125
|
| 60 |
+
2026/08/21 07:01:45.286, 0, 96, 78, 2705, 15360, 74, 72.45, 1095
|
| 61 |
+
2026/08/21 07:01:45.311, 1, 97, 83, 2703, 15360, 69, 63.42, 1110
|
| 62 |
+
2026/08/21 07:01:50.366, 0, 96, 78, 2705, 15360, 76, 68.24, 1080
|
| 63 |
+
2026/08/21 07:01:50.390, 1, 100, 23, 2703, 15360, 69, 47.01, 1590
|
| 64 |
+
2026/08/21 07:01:55.433, 0, 85, 77, 2705, 15360, 77, 64.65, 1050
|
| 65 |
+
2026/08/21 07:01:55.447, 1, 97, 81, 2703, 15360, 71, 65.44, 1005
|
| 66 |
+
2026/08/21 07:02:00.499, 0, 96, 77, 2705, 15360, 79, 62.83, 930
|
| 67 |
+
2026/08/21 07:02:00.512, 1, 95, 78, 2703, 15360, 72, 62.73, 1065
|
| 68 |
+
2026/08/21 07:02:05.569, 0, 98, 78, 2705, 15360, 80, 64.65, 840
|
| 69 |
+
2026/08/21 07:02:05.581, 1, 97, 79, 2703, 15360, 73, 64.85, 1065
|
| 70 |
+
2026/08/21 07:02:10.635, 0, 96, 76, 2705, 15360, 81, 65.73, 960
|
| 71 |
+
2026/08/21 07:02:10.648, 1, 96, 76, 2703, 15360, 74, 67.75, 1215
|
| 72 |
+
2026/08/21 07:02:15.700, 0, 97, 80, 2705, 15360, 82, 65.04, 885
|
| 73 |
+
2026/08/21 07:02:15.720, 1, 95, 77, 2703, 15360, 74, 58.78, 1170
|
| 74 |
+
2026/08/21 07:02:20.781, 0, 97, 79, 2705, 15360, 81, 63.55, 1035
|
| 75 |
+
2026/08/21 07:02:20.797, 1, 96, 78, 2703, 15360, 73, 76.12, 1200
|
| 76 |
+
2026/08/21 07:02:25.851, 0, 98, 96, 2705, 15360, 79, 62.83, 1005
|
| 77 |
+
2026/08/21 07:02:25.867, 1, 100, 19, 2703, 15360, 72, 49.25, 1590
|
| 78 |
+
2026/08/21 07:02:30.914, 0, 96, 78, 2705, 15360, 78, 62.08, 990
|
| 79 |
+
2026/08/21 07:02:30.932, 1, 95, 70, 2703, 15360, 71, 64.79, 1110
|
| 80 |
+
2026/08/21 07:02:35.984, 0, 96, 77, 2705, 15360, 76, 70.64, 990
|
| 81 |
+
2026/08/21 07:02:36.087, 1, 96, 76, 2703, 15360, 70, 78.22, 1170
|
| 82 |
+
2026/08/21 07:02:41.139, 0, 97, 83, 2705, 15360, 75, 62.73, 990
|
| 83 |
+
2026/08/21 07:02:41.156, 1, 95, 81, 2703, 15360, 70, 67.84, 1200
|
| 84 |
+
2026/08/21 07:02:46.213, 0, 97, 82, 2705, 15360, 75, 60.90, 1020
|
| 85 |
+
2026/08/21 07:02:46.231, 1, 95, 81, 2703, 15360, 70, 69.21, 1125
|
| 86 |
+
2026/08/21 07:02:51.282, 0, 97, 83, 2705, 15360, 75, 66.22, 1110
|
| 87 |
+
2026/08/21 07:02:51.304, 1, 95, 80, 2703, 15360, 69, 45.47, 1575
|
| 88 |
+
2026/08/21 07:02:56.349, 0, 95, 83, 2705, 15360, 74, 67.49, 1125
|
| 89 |
+
2026/08/21 07:02:56.364, 1, 97, 53, 2703, 15360, 70, 65.93, 1230
|
| 90 |
+
2026/08/21 07:03:01.415, 0, 96, 77, 2705, 15360, 75, 65.53, 1155
|
| 91 |
+
2026/08/21 07:03:01.435, 1, 96, 76, 2703, 15360, 71, 65.53, 1065
|
| 92 |
+
2026/08/21 07:03:06.488, 0, 96, 77, 2705, 15360, 75, 65.83, 885
|
| 93 |
+
2026/08/21 07:03:06.509, 1, 95, 77, 2703, 15360, 71, 65.73, 1035
|
| 94 |
+
2026/08/21 07:03:11.570, 0, 96, 78, 2705, 15360, 76, 66.61, 960
|
| 95 |
+
2026/08/21 07:03:11.584, 1, 95, 81, 2703, 15360, 72, 74.95, 1065
|
| 96 |
+
2026/08/21 07:03:16.638, 0, 97, 86, 2705, 15360, 77, 64.50, 1095
|
| 97 |
+
2026/08/21 07:03:16.653, 1, 100, 13, 2703, 15360, 72, 48.86, 1590
|
| 98 |
+
2026/08/21 07:03:21.698, 0, 84, 75, 2705, 15360, 78, 63.55, 945
|
| 99 |
+
2026/08/21 07:03:21.716, 1, 96, 76, 2703, 15360, 73, 63.71, 1155
|
| 100 |
+
2026/08/21 07:03:26.774, 0, 96, 76, 2705, 15360, 78, 63.12, 975
|
| 101 |
+
2026/08/21 07:03:26.789, 1, 97, 79, 2703, 15360, 73, 66.02, 1140
|
| 102 |
+
2026/08/21 07:03:31.839, 0, 96, 78, 2705, 15360, 79, 60.12, 945
|
| 103 |
+
2026/08/21 07:03:31.855, 1, 96, 74, 2703, 15360, 74, 59.89, 1080
|
| 104 |
+
2026/08/21 07:03:36.903, 0, 97, 74, 2705, 15360, 79, 64.40, 885
|
| 105 |
+
2026/08/21 07:03:36.923, 1, 96, 78, 2703, 15360, 74, 69.17, 1035
|
| 106 |
+
2026/08/21 07:03:41.982, 0, 96, 76, 2705, 15360, 78, 64.10, 945
|
| 107 |
+
2026/08/21 07:03:41.999, 1, 96, 78, 2703, 15360, 73, 70.79, 1035
|
| 108 |
+
2026/08/21 07:03:47.055, 0, 97, 79, 2705, 15360, 78, 62.93, 1035
|
| 109 |
+
2026/08/21 07:03:47.073, 1, 95, 70, 2703, 15360, 72, 40.29, 1515
|
| 110 |
+
2026/08/21 07:03:52.122, 0, 86, 84, 2705, 15360, 77, 66.12, 990
|
| 111 |
+
2026/08/21 07:03:52.143, 1, 98, 41, 2703, 15360, 72, 65.79, 1080
|
| 112 |
+
2026/08/21 07:03:57.196, 0, 95, 80, 2705, 15360, 76, 65.73, 1065
|
| 113 |
+
2026/08/21 07:03:57.211, 1, 96, 82, 2703, 15360, 72, 65.34, 1230
|
| 114 |
+
2026/08/21 07:04:02.261, 0, 97, 82, 2705, 15360, 76, 62.59, 1005
|
| 115 |
+
2026/08/21 07:04:02.278, 1, 96, 75, 2703, 15360, 72, 61.20, 1170
|
| 116 |
+
2026/08/21 07:04:07.324, 0, 96, 76, 2705, 15360, 76, 63.51, 975
|
| 117 |
+
2026/08/21 07:04:07.341, 1, 95, 80, 2703, 15360, 72, 74.12, 1050
|
| 118 |
+
2026/08/21 07:04:12.394, 0, 96, 77, 2705, 15360, 76, 66.65, 900
|
| 119 |
+
2026/08/21 07:04:12.406, 1, 95, 79, 2703, 15360, 72, 67.59, 1035
|
| 120 |
+
2026/08/21 07:04:17.459, 0, 98, 97, 2705, 15360, 76, 68.43, 1080
|
| 121 |
+
2026/08/21 07:04:17.469, 1, 100, 0, 2703, 15360, 72, 49.35, 1590
|
| 122 |
+
2026/08/21 07:04:22.515, 0, 96, 80, 2705, 15360, 76, 73.97, 1020
|
| 123 |
+
2026/08/21 07:04:22.526, 1, 96, 75, 2703, 15360, 72, 64.55, 1215
|
| 124 |
+
2026/08/21 07:04:27.577, 0, 97, 79, 2705, 15360, 77, 63.32, 990
|
| 125 |
+
2026/08/21 07:04:27.594, 1, 95, 80, 2703, 15360, 73, 74.46, 1035
|
| 126 |
+
2026/08/21 07:04:32.650, 0, 96, 79, 2705, 15360, 77, 64.89, 1140
|
| 127 |
+
2026/08/21 07:04:32.664, 1, 97, 80, 2703, 15360, 73, 63.32, 1185
|
| 128 |
+
2026/08/21 07:04:37.721, 0, 97, 80, 2705, 15360, 77, 64.40, 960
|
| 129 |
+
2026/08/21 07:04:37.742, 1, 95, 78, 2703, 15360, 73, 68.58, 1035
|
| 130 |
+
2026/08/21 07:04:42.798, 0, 96, 79, 2705, 15360, 77, 68.49, 1065
|
| 131 |
+
2026/08/21 07:04:42.815, 1, 96, 65, 2703, 15360, 73, 41.16, 1560
|
| 132 |
+
2026/08/21 07:04:47.862, 0, 85, 83, 2705, 15360, 78, 67.45, 990
|
| 133 |
+
2026/08/21 07:04:47.881, 1, 97, 31, 2703, 15360, 74, 68.33, 1095
|
| 134 |
+
2026/08/21 07:04:52.933, 0, 96, 77, 2705, 15360, 78, 68.04, 1080
|
| 135 |
+
2026/08/21 07:04:52.951, 1, 96, 76, 2703, 15360, 74, 64.30, 1170
|
| 136 |
+
2026/08/21 07:04:58.005, 0, 96, 78, 2705, 15360, 78, 68.43, 1095
|
| 137 |
+
2026/08/21 07:04:58.024, 1, 96, 74, 2703, 15360, 74, 63.12, 1020
|
| 138 |
+
2026/08/21 07:05:03.077, 0, 96, 77, 2705, 15360, 77, 66.22, 930
|
| 139 |
+
2026/08/21 07:05:03.096, 1, 97, 82, 2703, 15360, 73, 66.32, 1020
|
| 140 |
+
2026/08/21 07:05:08.152, 0, 96, 79, 2705, 15360, 77, 64.00, 1050
|
| 141 |
+
2026/08/21 07:05:08.172, 1, 96, 77, 2703, 15360, 73, 61.26, 945
|
| 142 |
+
2026/08/21 07:05:13.232, 0, 87, 63, 2705, 15360, 77, 64.04, 1125
|
| 143 |
+
2026/08/21 07:05:13.248, 1, 0, 0, 3, 15360, 71, 33.72, 900
|
| 144 |
+
2026/08/21 07:05:18.294, 0, 87, 63, 2705, 15360, 76, 60.98, 1140
|
| 145 |
+
2026/08/21 07:05:18.307, 1, 0, 0, 3, 15360, 67, 12.54, 300
|
| 146 |
+
2026/08/21 07:05:23.362, 0, 86, 65, 2705, 15360, 77, 67.04, 930
|
| 147 |
+
2026/08/21 07:05:23.375, 1, 0, 0, 3, 15360, 64, 12.34, 300
|
| 148 |
+
2026/08/21 07:05:28.429, 0, 87, 62, 2707, 15360, 77, 63.55, 960
|
| 149 |
+
2026/08/21 07:05:28.443, 1, 0, 0, 3, 15360, 63, 11.55, 300
|
| 150 |
+
2026/08/21 07:05:33.497, 0, 78, 51, 2707, 15360, 77, 72.69, 1050
|
| 151 |
+
2026/08/21 07:05:33.510, 1, 0, 0, 3, 15360, 61, 11.45, 300
|
| 152 |
+
2026/08/21 07:05:38.564, 0, 80, 56, 2707, 15360, 77, 57.34, 1200
|
| 153 |
+
2026/08/21 07:05:38.577, 1, 0, 0, 3, 15360, 59, 11.15, 300
|
| 154 |
+
2026/08/21 07:05:43.631, 0, 89, 67, 2707, 15360, 77, 70.39, 1155
|
| 155 |
+
2026/08/21 07:05:43.645, 1, 0, 0, 3, 15360, 58, 11.05, 300
|
| 156 |
+
2026/08/21 07:05:48.700, 0, 82, 56, 2707, 15360, 77, 67.14, 1020
|
| 157 |
+
2026/08/21 07:05:48.712, 1, 0, 0, 3, 15360, 57, 11.45, 300
|
| 158 |
+
2026/08/21 07:05:53.767, 0, 88, 64, 2707, 15360, 77, 67.89, 945
|
| 159 |
+
2026/08/21 07:05:53.781, 1, 0, 0, 3, 15360, 56, 10.76, 300
|
| 160 |
+
2026/08/21 07:05:58.869, 0, 88, 65, 2707, 15360, 77, 59.44, 1050
|
| 161 |
+
2026/08/21 07:05:58.886, 1, 0, 0, 3, 15360, 54, 10.75, 300
|
| 162 |
+
2026/08/21 07:06:03.941, 0, 68, 46, 2707, 15360, 77, 73.18, 1140
|
| 163 |
+
2026/08/21 07:06:03.957, 1, 0, 0, 3, 15360, 53, 10.75, 300
|
| 164 |
+
2026/08/21 07:06:09.013, 0, 88, 66, 2707, 15360, 77, 65.28, 1035
|
| 165 |
+
2026/08/21 07:06:09.027, 1, 0, 0, 3, 15360, 52, 12.54, 300
|
| 166 |
+
2026/08/21 07:06:14.081, 0, 85, 58, 2707, 15360, 77, 57.64, 1095
|
| 167 |
+
2026/08/21 07:06:14.095, 1, 0, 0, 3, 15360, 51, 10.65, 300
|
| 168 |
+
2026/08/21 07:06:19.150, 0, 86, 62, 2707, 15360, 77, 68.82, 1050
|
| 169 |
+
2026/08/21 07:06:19.161, 1, 0, 0, 3, 15360, 51, 11.05, 300
|
| 170 |
+
2026/08/21 07:06:24.215, 0, 84, 61, 2707, 15360, 77, 69.61, 1080
|
| 171 |
+
2026/08/21 07:06:24.233, 1, 0, 0, 3, 15360, 50, 10.65, 300
|
| 172 |
+
2026/08/21 07:06:29.288, 0, 84, 61, 2707, 15360, 77, 71.23, 945
|
| 173 |
+
2026/08/21 07:06:29.305, 1, 0, 0, 3, 15360, 49, 10.46, 300
|
| 174 |
+
2026/08/21 07:06:34.362, 0, 81, 58, 2707, 15360, 77, 57.58, 1335
|
| 175 |
+
2026/08/21 07:06:34.379, 1, 0, 0, 3, 15360, 48, 10.56, 300
|
| 176 |
+
2026/08/21 07:06:39.437, 0, 79, 53, 2707, 15360, 78, 74.40, 1560
|
| 177 |
+
2026/08/21 07:06:39.445, 1, 0, 0, 3, 15360, 48, 10.26, 300
|
opt8_ftbc_threshold_balance/opt8_control_off.summary.json
ADDED
|
@@ -0,0 +1,84 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"tag": "opt8_control_off",
|
| 3 |
+
"script": "opt8_ftbc_threshold_balance.py",
|
| 4 |
+
"script_sha256_16": "bd4d430801bedca5",
|
| 5 |
+
"hf_folder": "opt8_ftbc_threshold_balance",
|
| 6 |
+
"priority": 0,
|
| 7 |
+
"note": "control",
|
| 8 |
+
"phase": 2,
|
| 9 |
+
"n_phases": 10,
|
| 10 |
+
"command": [
|
| 11 |
+
"/usr/bin/python3",
|
| 12 |
+
"-m",
|
| 13 |
+
"torch.distributed.run",
|
| 14 |
+
"--standalone",
|
| 15 |
+
"--nproc_per_node=2",
|
| 16 |
+
"/kaggle/temp/snn_runs/scripts/opt8_ftbc_threshold_balance.py",
|
| 17 |
+
"--epochs",
|
| 18 |
+
"100",
|
| 19 |
+
"--batch-size",
|
| 20 |
+
"32",
|
| 21 |
+
"--num-bins",
|
| 22 |
+
"16",
|
| 23 |
+
"--event-eval",
|
| 24 |
+
"--no-hf",
|
| 25 |
+
"--no-resume",
|
| 26 |
+
"--data-dir",
|
| 27 |
+
"/kaggle/temp/dvs128_data",
|
| 28 |
+
"--num-classes",
|
| 29 |
+
"11",
|
| 30 |
+
"--bench",
|
| 31 |
+
"--no-calibrate-thresh",
|
| 32 |
+
"--no-ftbc"
|
| 33 |
+
],
|
| 34 |
+
"flags": [
|
| 35 |
+
"--no-calibrate-thresh",
|
| 36 |
+
"--no-ftbc"
|
| 37 |
+
],
|
| 38 |
+
"epochs_requested": 100,
|
| 39 |
+
"epochs_completed": 100,
|
| 40 |
+
"batch_size_per_gpu": 32,
|
| 41 |
+
"num_bins_T": 16,
|
| 42 |
+
"gpus": 2,
|
| 43 |
+
"amp": false,
|
| 44 |
+
"exit_code": 0,
|
| 45 |
+
"status": "ok",
|
| 46 |
+
"duration_s": 445.7,
|
| 47 |
+
"sec_per_epoch": 4.46,
|
| 48 |
+
"started_utc": "2026-08-21T06:59:18.504457+00:00",
|
| 49 |
+
"finished_utc": "2026-08-21T07:06:44.164665+00:00",
|
| 50 |
+
"final_epoch_metrics": {
|
| 51 |
+
"epoch": 100,
|
| 52 |
+
"train_loss": 0.596299713429022,
|
| 53 |
+
"train_acc": 0.9944237918215614,
|
| 54 |
+
"test_loss": 0.3022353712356452,
|
| 55 |
+
"test_acc": 0.9318181818181818,
|
| 56 |
+
"best_acc": 0.946969696969697,
|
| 57 |
+
"spike_rates": [
|
| 58 |
+
0.08602504081585828,
|
| 59 |
+
0.11663984682630091,
|
| 60 |
+
0.11889334505095202,
|
| 61 |
+
0.12695173656239228,
|
| 62 |
+
0.13294720562065349
|
| 63 |
+
],
|
| 64 |
+
"spikes_per_sample": 382813.7805429864,
|
| 65 |
+
"wall_time_s": 2.293067216873169,
|
| 66 |
+
"timestamp": "2026-08-21T07:05:11.057217+00:00"
|
| 67 |
+
},
|
| 68 |
+
"best": {
|
| 69 |
+
"epoch": 73,
|
| 70 |
+
"test_acc": 0.946969696969697
|
| 71 |
+
},
|
| 72 |
+
"event_driven": {
|
| 73 |
+
"event_driven_test_acc": 0.9318181818181818,
|
| 74 |
+
"synaptic_ops_per_inference": 263015053.53125
|
| 75 |
+
},
|
| 76 |
+
"driver_version": 1,
|
| 77 |
+
"zip": {
|
| 78 |
+
"name": "opt8_control_off.zip",
|
| 79 |
+
"files": 313,
|
| 80 |
+
"bytes": 1443395678,
|
| 81 |
+
"MB": 1443.4,
|
| 82 |
+
"sha256": "a0f9742d8f470ff94b2af6e2da7b878e6b20f774436cc2ce876b7ac765f94660"
|
| 83 |
+
}
|
| 84 |
+
}
|
opt8_ftbc_threshold_balance/opt8_control_off.zip
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:a0f9742d8f470ff94b2af6e2da7b878e6b20f774436cc2ce876b7ac765f94660
|
| 3 |
+
size 1443395678
|