p-j-r-1-2-3 commited on
Commit
6e60b27
·
verified ·
1 Parent(s): 6852f74

add run opt1_ttfs_estop_m0.20

Browse files
opt1_ttfs_temporal/opt1_ttfs_estop_m0.20.epochs.csv ADDED
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1
+ tag,script,script_sha256_16,phase,priority,flags,note,gpus,amp,batch_size_per_gpu,num_bins_T,epochs_requested,epoch,train_loss,train_acc,test_loss,test_acc,best_acc,spikes_per_sample,wall_time_s,cum_wall_time_s,timestamp,spk_rate_l0,spk_rate_l1,spk_rate_l2,spk_rate_l3,spk_rate_l4,spk_rate_mean,spike_rates_json,gpu_samples,gpu_power_w_mean,energy_wh,gpu_util_pct_mean,gpu_mem_mb_peak
2
+ opt1_ttfs_estop_m0.20,opt1_ttfs_temporal.py,70687c3a0e15c4f8,8,2,--ttfs --dta --ttfs-early-stop --ttfs-margin 0.20,,2,False,32,16,100,1,7.514889844731328,0.2211895910780669,2.397895336151123,0.09090909090909091,0.09090909090909091,132800.02220022623,2.7357966899871826,2.7,2026-08-21T20:24:08.281849+00:00,0.029714975067797827,0.04099940245642381,0.04186559534248184,0.040010392008458864,0.035776543924037146,0.037673,"[0.029714975067797827, 0.04099940245642381, 0.04186559534248184, 0.040010392008458864, 0.035776543924037146]",,,,,
3
+ opt1_ttfs_estop_m0.20,opt1_ttfs_temporal.py,70687c3a0e15c4f8,8,2,--ttfs --dta --ttfs-early-stop --ttfs-margin 0.20,,2,False,32,16,100,2,2.791625443887533,0.19330855018587362,2.3797295165784433,0.0946969696969697,0.0946969696969697,127836.87146493212,2.216461420059204,5.0,2026-08-21T20:24:10.530618+00:00,0.029405691934859052,0.03867111815249219,0.038598911288906544,0.03899997078320559,0.03286296107313212,0.035708,"[0.029405691934859052, 0.03867111815249219, 0.038598911288906544, 0.03899997078320559, 0.03286296107313212]",1,140.21,0.08633,91.5,5410.0
4
+ opt1_ttfs_estop_m0.20,opt1_ttfs_temporal.py,70687c3a0e15c4f8,8,2,--ttfs --dta --ttfs-early-stop --ttfs-margin 0.20,,2,False,32,16,100,3,2.7189709183008697,0.25650557620817843,2.1970463521552808,0.1856060606060606,0.1856060606060606,125372.5465214932,2.2261366844177246,7.2,2026-08-21T20:24:12.792950+00:00,0.029332564048030797,0.03628743922009187,0.03911951929330826,0.038266876822008807,0.034328754114754056,0.035467,"[0.029332564048030797, 0.03628743922009187, 0.03911951929330826, 0.038266876822008807, 0.034328754114754056]",,,,,
5
+ opt1_ttfs_estop_m0.20,opt1_ttfs_temporal.py,70687c3a0e15c4f8,8,2,--ttfs --dta --ttfs-early-stop --ttfs-margin 0.20,,2,False,32,16,100,4,2.6061904598789143,0.32342007434944237,1.9423335610014019,0.29924242424242425,0.29924242424242425,128353.73840497738,2.2342145442962646,9.4,2026-08-21T20:24:15.062777+00:00,0.02960003156434087,0.03870880844838479,0.03905262425541878,0.03747881269630264,0.0366821635295363,0.036304,"[0.02960003156434087, 0.03870880844838479, 0.03905262425541878, 0.03747881269630264, 0.0366821635295363]",1,130.42,0.08094,96.0,5410.0
6
+ opt1_ttfs_estop_m0.20,opt1_ttfs_temporal.py,70687c3a0e15c4f8,8,2,--ttfs --dta --ttfs-early-stop --ttfs-margin 0.20,,2,False,32,16,100,5,2.1683787998213644,0.3903345724907063,1.832283540205522,0.3712121212121212,0.3712121212121212,131533.82989253395,2.2459657192230225,11.7,2026-08-21T20:24:17.343381+00:00,0.030600515577723,0.039757422664586234,0.03936935851679129,0.036017808624926734,0.03758845609777114,0.036667,"[0.030600515577723, 0.039757422664586234, 0.03936935851679129, 0.036017808624926734, 0.03758845609777114]",,,,,
7
+ opt1_ttfs_estop_m0.20,opt1_ttfs_temporal.py,70687c3a0e15c4f8,8,2,--ttfs --dta --ttfs-early-stop --ttfs-margin 0.20,,2,False,32,16,100,6,2.036991050695398,0.4646840148698885,1.8265692826473352,0.3560606060606061,0.3712121212121212,128046.57522624436,2.260065793991089,13.9,2026-08-21T20:24:19.637561+00:00,0.029282252030337557,0.04011304479311494,0.03765610890353427,0.034432826563715935,0.03880705355721362,0.036058,"[0.029282252030337557, 0.04011304479311494, 0.03765610890353427, 0.034432826563715935, 0.03880705355721362]",,,,,
8
+ opt1_ttfs_estop_m0.20,opt1_ttfs_temporal.py,70687c3a0e15c4f8,8,2,--ttfs --dta --ttfs-early-stop --ttfs-margin 0.20,,2,False,32,16,100,7,2.0936409842125987,0.4275092936802974,1.5979044220664285,0.44696969696969696,0.44696969696969696,123593.29383484162,2.262181043624878,16.2,2026-08-21T20:24:21.926706+00:00,0.027833846233346882,0.0378611019867308,0.03928969406029757,0.03507457717376597,0.039407341795809125,0.035893,"[0.027833846233346882, 0.0378611019867308, 0.03928969406029757, 0.03507457717376597, 0.039407341795809125]",1,128.16,0.08053,95.0,5410.0
9
+ opt1_ttfs_estop_m0.20,opt1_ttfs_temporal.py,70687c3a0e15c4f8,8,2,--ttfs --dta --ttfs-early-stop --ttfs-margin 0.20,,2,False,32,16,100,8,1.8794797814025312,0.4888475836431227,1.5919456481933594,0.42803030303030304,0.44696969696969696,117804.16134049774,2.257572650909424,18.4,2026-08-21T20:24:24.218379+00:00,0.025625452289686483,0.0369118877193507,0.03927922665196307,0.0338612779536668,0.03960812267135171,0.035057,"[0.025625452289686483, 0.0369118877193507, 0.03927922665196307, 0.0338612779536668, 0.03960812267135171]",,,,,
10
+ opt1_ttfs_estop_m0.20,opt1_ttfs_temporal.py,70687c3a0e15c4f8,8,2,--ttfs --dta --ttfs-early-stop --ttfs-margin 0.20,,2,False,32,16,100,9,1.7810663459026237,0.49070631970260226,1.3456291863412568,0.4696969696969697,0.4696969696969697,116465.17477375566,2.2613236904144287,20.7,2026-08-21T20:24:26.507807+00:00,0.02496940500157721,0.03786774615154547,0.03787372852949535,0.0321155555327149,0.03963377260986496,0.034492,"[0.02496940500157721, 0.03786774615154547, 0.03787372852949535, 0.0321155555327149, 0.03963377260986496]",1,143.23,0.08997,95.5,5410.0
11
+ opt1_ttfs_estop_m0.20,opt1_ttfs_temporal.py,70687c3a0e15c4f8,8,2,--ttfs --dta --ttfs-early-stop --ttfs-margin 0.20,,2,False,32,16,100,10,1.7803744011208913,0.5111524163568774,1.6213767239541719,0.4393939393939394,0.4696969696969697,115416.99434389139,2.256437301635742,23.0,2026-08-21T20:24:28.797901+00:00,0.024110504152143702,0.03872297835700652,0.037703277652754504,0.03165957287830465,0.04025933124563273,0.034491,"[0.024110504152143702, 0.03872297835700652, 0.037703277652754504, 0.03165957287830465, 0.04025933124563273]",,,,,
12
+ opt1_ttfs_estop_m0.20,opt1_ttfs_temporal.py,70687c3a0e15c4f8,8,2,--ttfs --dta --ttfs-early-stop --ttfs-margin 0.20,,2,False,32,16,100,11,1.6266147890941804,0.5223048327137546,1.473809585426793,0.4696969696969697,0.4696969696969697,115493.97242647059,2.267864227294922,25.2,2026-08-21T20:24:31.092714+00:00,0.02405138620558907,0.038884117761079,0.03803409986636218,0.03060709948048872,0.03980702205615885,0.034277,"[0.02405138620558907, 0.038884117761079, 0.03803409986636218, 0.03060709948048872, 0.03980702205615885]",1,148.69,0.09367,98.0,5410.0
13
+ opt1_ttfs_estop_m0.20,opt1_ttfs_temporal.py,70687c3a0e15c4f8,8,2,--ttfs --dta --ttfs-early-stop --ttfs-margin 0.20,,2,False,32,16,100,12,1.558818783458724,0.49070631970260226,1.313060832746101,0.48863636363636365,0.48863636363636365,114359.3892816742,2.2690718173980713,27.5,2026-08-21T20:24:33.389418+00:00,0.022798902409918168,0.03853613554554827,0.04108015886124443,0.032520810909131,0.04090867542168673,0.035169,"[0.022798902409918168, 0.03853613554554827, 0.04108015886124443, 0.032520810909131, 0.04090867542168673]",,,,,
14
+ opt1_ttfs_estop_m0.20,opt1_ttfs_temporal.py,70687c3a0e15c4f8,8,2,--ttfs --dta --ttfs-early-stop --ttfs-margin 0.20,,2,False,32,16,100,13,1.4350880158435013,0.5836431226765799,1.2983307621695779,0.5303030303030303,0.5303030303030303,111852.61382918552,2.257683753967285,29.8,2026-08-21T20:24:35.678764+00:00,0.02221274616963723,0.037691619247198105,0.040526502710931445,0.031749141786028355,0.04081741610870642,0.034599,"[0.02221274616963723, 0.037691619247198105, 0.040526502710931445, 0.031749141786028355, 0.04081741610870642]",,,,,
15
+ opt1_ttfs_estop_m0.20,opt1_ttfs_temporal.py,70687c3a0e15c4f8,8,2,--ttfs --dta --ttfs-early-stop --ttfs-margin 0.20,,2,False,32,16,100,14,1.483529936868462,0.5576208178438662,1.2357087207562996,0.5227272727272727,0.5303030303030303,109111.30528846155,2.266765832901001,32.0,2026-08-21T20:24:37.978481+00:00,0.022309466210358283,0.03587733669316068,0.03868963262614082,0.031131645226303267,0.041081009980510265,0.033818,"[0.022309466210358283, 0.03587733669316068, 0.03868963262614082, 0.031131645226303267, 0.041081009980510265]",1,133.9,0.08431,96.5,5410.0
16
+ opt1_ttfs_estop_m0.20,opt1_ttfs_temporal.py,70687c3a0e15c4f8,8,2,--ttfs --dta --ttfs-early-stop --ttfs-margin 0.20,,2,False,32,16,100,15,1.420053656659605,0.5576208178438662,1.1460841749653672,0.5303030303030303,0.5303030303030303,107153.05260180996,2.2629036903381348,34.3,2026-08-21T20:24:40.268409+00:00,0.021353202817194602,0.03583672379746156,0.03877449364346616,0.03139558653621113,0.042388381107765084,0.03395,"[0.021353202817194602, 0.03583672379746156, 0.03877449364346616, 0.03139558653621113, 0.042388381107765084]",,,,,
17
+ opt1_ttfs_estop_m0.20,opt1_ttfs_temporal.py,70687c3a0e15c4f8,8,2,--ttfs --dta --ttfs-early-stop --ttfs-margin 0.20,,2,False,32,16,100,16,1.449873186398616,0.5724907063197026,1.1163666212197505,0.5568181818181818,0.5568181818181818,106777.75113122172,2.2627251148223877,36.5,2026-08-21T20:24:42.560990+00:00,0.021477080552893525,0.03534366957405034,0.03857122186352225,0.031293214244001055,0.04261032382355017,0.033859,"[0.021477080552893525, 0.03534366957405034, 0.03857122186352225, 0.031293214244001055, 0.04261032382355017]",1,134.4,0.08448,95.0,5410.0
18
+ opt1_ttfs_estop_m0.20,opt1_ttfs_temporal.py,70687c3a0e15c4f8,8,2,--ttfs --dta --ttfs-early-stop --ttfs-margin 0.20,,2,False,32,16,100,17,1.3764111375276926,0.5929368029739777,1.1704886356989543,0.5454545454545454,0.5568181818181818,105145.50919117648,2.2504653930664062,38.8,2026-08-21T20:24:44.843715+00:00,0.020562183221473414,0.03527943351689507,0.03909816198489245,0.031839454875272864,0.04331535254331196,0.034019,"[0.020562183221473414, 0.03527943351689507, 0.03909816198489245, 0.031839454875272864, 0.04331535254331196]",,,,,
19
+ opt1_ttfs_estop_m0.20,opt1_ttfs_temporal.py,70687c3a0e15c4f8,8,2,--ttfs --dta --ttfs-early-stop --ttfs-margin 0.20,,2,False,32,16,100,18,1.353468209837449,0.6078066914498141,1.0119693766940723,0.5909090909090909,0.5909090909090909,105953.80345022625,2.2442915439605713,41.0,2026-08-21T20:24:47.114511+00:00,0.021789076792843202,0.034082932288155836,0.038509554503595125,0.030327254358459923,0.04289395778494723,0.033521,"[0.021789076792843202, 0.034082932288155836, 0.038509554503595125, 0.030327254358459923, 0.04289395778494723]",1,132.78,0.08278,95.0,5410.0
20
+ opt1_ttfs_estop_m0.20,opt1_ttfs_temporal.py,70687c3a0e15c4f8,8,2,--ttfs --dta --ttfs-early-stop --ttfs-margin 0.20,,2,False,32,16,100,19,1.3057711434630213,0.6319702602230484,1.0115633191484394,0.6098484848484849,0.6098484848484849,108099.20376131222,2.2453596591949463,43.3,2026-08-21T20:24:49.394413+00:00,0.023562608944142565,0.033174233401522916,0.03761906220632441,0.02915497398113503,0.04278904506388832,0.03326,"[0.023562608944142565, 0.033174233401522916, 0.03761906220632441, 0.02915497398113503, 0.04278904506388832]",,,,,
21
+ opt1_ttfs_estop_m0.20,opt1_ttfs_temporal.py,70687c3a0e15c4f8,8,2,--ttfs --dta --ttfs-early-stop --ttfs-margin 0.20,,2,False,32,16,100,20,1.2638507376816193,0.6319702602230484,1.0009803771972656,0.5833333333333334,0.6098484848484849,111105.97949660633,2.246666431427002,45.5,2026-08-21T20:24:51.672738+00:00,0.023414292756248924,0.035647304180790394,0.038853803101707905,0.029726109412663123,0.04308609094689874,0.034146,"[0.023414292756248924, 0.035647304180790394, 0.038853803101707905, 0.029726109412663123, 0.04308609094689874]",1,103.69,0.06471,95.5,5410.0
22
+ opt1_ttfs_estop_m0.20,opt1_ttfs_temporal.py,70687c3a0e15c4f8,8,2,--ttfs --dta --ttfs-early-stop --ttfs-margin 0.20,,2,False,32,16,100,21,1.3110637589458196,0.6078066914498141,0.8725409616123546,0.6628787878787878,0.6628787878787878,115806.48034502262,2.2401974201202393,47.8,2026-08-21T20:24:53.939974+00:00,0.02603282330229002,0.03577669052516713,0.03710936513893744,0.02960649340906564,0.04352134619565571,0.034409,"[0.02603282330229002, 0.03577669052516713, 0.03710936513893744, 0.02960649340906564, 0.04352134619565571]",,,,,
23
+ opt1_ttfs_estop_m0.20,opt1_ttfs_temporal.py,70687c3a0e15c4f8,8,2,--ttfs --dta --ttfs-early-stop --ttfs-margin 0.20,,2,False,32,16,100,22,1.2514214285244285,0.6486988847583643,0.9637872305783358,0.6401515151515151,0.6628787878787878,115472.2905825792,2.2398438453674316,50.0,2026-08-21T20:24:56.212488+00:00,0.025544062475947774,0.03707264999256415,0.03604810093255604,0.02879524669226478,0.04286010892075651,0.034064,"[0.025544062475947774, 0.03707264999256415, 0.03604810093255604, 0.02879524669226478, 0.04286010892075651]",1,126.85,0.07892,89.5,5410.0
24
+ opt1_ttfs_estop_m0.20,opt1_ttfs_temporal.py,70687c3a0e15c4f8,8,2,--ttfs --dta --ttfs-early-stop --ttfs-margin 0.20,,2,False,32,16,100,23,1.1513087802660067,0.7137546468401487,0.8667922904997161,0.6893939393939394,0.6893939393939394,116274.80217760181,2.244251012802124,52.3,2026-08-21T20:24:58.484602+00:00,0.026197129860520363,0.036443881033097994,0.036173229708391076,0.028994055464863777,0.04292552830541835,0.034147,"[0.026197129860520363, 0.036443881033097994, 0.036173229708391076, 0.028994055464863777, 0.04292552830541835]",,,,,
25
+ opt1_ttfs_estop_m0.20,opt1_ttfs_temporal.py,70687c3a0e15c4f8,8,2,--ttfs --dta --ttfs-early-stop --ttfs-margin 0.20,,2,False,32,16,100,24,1.1404528298785694,0.7156133828996283,0.9070740378264225,0.6325757575757576,0.6893939393939394,115548.04227941176,2.2380759716033936,54.5,2026-08-21T20:25:00.755431+00:00,0.02627515497014803,0.035837450886473936,0.035782287445138485,0.028605585260426298,0.043070314342484754,0.033914,"[0.02627515497014803, 0.035837450886473936, 0.035782287445138485, 0.028605585260426298, 0.043070314342484754]",,,,,
26
+ opt1_ttfs_estop_m0.20,opt1_ttfs_temporal.py,70687c3a0e15c4f8,8,2,--ttfs --dta --ttfs-early-stop --ttfs-margin 0.20,,2,False,32,16,100,25,1.147420607091769,0.7100371747211895,0.76590665362098,0.696969696969697,0.696969696969697,116386.52050339367,2.2473065853118896,56.7,2026-08-21T20:25:03.030922+00:00,0.02649077685440288,0.03633195534348488,0.035481794572928375,0.02880429575110183,0.04297349689637914,0.034016,"[0.02649077685440288, 0.03633195534348488, 0.035481794572928375, 0.02880429575110183, 0.04297349689637914]",1,143.85,0.0898,92.0,5410.0
27
+ opt1_ttfs_estop_m0.20,opt1_ttfs_temporal.py,70687c3a0e15c4f8,8,2,--ttfs --dta --ttfs-early-stop --ttfs-margin 0.20,,2,False,32,16,100,26,1.1415225980893386,0.7193308550185874,0.9586672096541433,0.5909090909090909,0.696969696969697,115742.80005656109,2.2438769340515137,59.0,2026-08-21T20:25:05.310128+00:00,0.025909369154011503,0.037174021715627,0.03508512982550789,0.028088294627035364,0.04230100551948828,0.033712,"[0.025909369154011503, 0.037174021715627, 0.03508512982550789, 0.028088294627035364, 0.04230100551948828]",,,,,
28
+ opt1_ttfs_estop_m0.20,opt1_ttfs_temporal.py,70687c3a0e15c4f8,8,2,--ttfs --dta --ttfs-early-stop --ttfs-margin 0.20,,2,False,32,16,100,27,1.1111944554906796,0.7026022304832714,0.8086871631217726,0.6363636363636364,0.696969696969697,109034.32084276018,2.2501964569091797,61.2,2026-08-21T20:25:07.590399+00:00,0.02324987969854299,0.03612780570983887,0.03493022874874227,0.028407586738467216,0.04293455599861987,0.03313,"[0.02324987969854299, 0.03612780570983887, 0.03493022874874227, 0.028407586738467216, 0.04293455599861987]",1,126.93,0.07934,95.5,5410.0
29
+ opt1_ttfs_estop_m0.20,opt1_ttfs_temporal.py,70687c3a0e15c4f8,8,2,--ttfs --dta --ttfs-early-stop --ttfs-margin 0.20,,2,False,32,16,100,28,1.060491950981679,0.7639405204460966,0.8862124699534792,0.6212121212121212,0.696969696969697,110805.10350678733,2.242722749710083,63.5,2026-08-21T20:25:09.859928+00:00,0.024889616405262667,0.03519758056191837,0.03398446300450493,0.026924578911241365,0.0426487642176011,0.032729,"[0.024889616405262667, 0.03519758056191837, 0.03398446300450493, 0.026924578911241365, 0.0426487642176011]",,,,,
30
+ opt1_ttfs_estop_m0.20,opt1_ttfs_temporal.py,70687c3a0e15c4f8,8,2,--ttfs --dta --ttfs-early-stop --ttfs-margin 0.20,,2,False,32,16,100,29,1.0608575255454251,0.7546468401486989,0.7332714868314338,0.6742424242424242,0.696969696969697,110882.40271493213,2.2544593811035156,65.7,2026-08-21T20:25:12.143733+00:00,0.02463878077619216,0.03546346986995024,0.03449898059753811,0.027315037325024605,0.04307084925034467,0.032997,"[0.02463878077619216, 0.03546346986995024, 0.03449898059753811, 0.027315037325024605, 0.04307084925034467]",1,134.0,0.08392,97.0,5410.0
31
+ opt1_ttfs_estop_m0.20,opt1_ttfs_temporal.py,70687c3a0e15c4f8,8,2,--ttfs --dta --ttfs-early-stop --ttfs-margin 0.20,,2,False,32,16,100,30,0.9716705854940592,0.7973977695167286,0.7352036490584865,0.7310606060606061,0.7310606060606061,111738.35520361991,2.2408103942871094,68.0,2026-08-21T20:25:14.410569+00:00,0.024681177428540063,0.03638601587975726,0.03437415466589086,0.026327615494237226,0.04242072824169608,0.032838,"[0.024681177428540063, 0.03638601587975726, 0.03437415466589086, 0.026327615494237226, 0.04242072824169608]",,,,,
32
+ opt1_ttfs_estop_m0.20,opt1_ttfs_temporal.py,70687c3a0e15c4f8,8,2,--ttfs --dta --ttfs-early-stop --ttfs-margin 0.20,,2,False,32,16,100,31,1.0100514950805437,0.7695167286245354,0.6986356413725651,0.7424242424242424,0.7424242424242424,110850.87796945701,2.251081705093384,70.2,2026-08-21T20:25:16.694502+00:00,0.02451160955516731,0.03664102032780647,0.0328051866415669,0.02647576623541467,0.04288083950386328,0.032663,"[0.02451160955516731, 0.03664102032780647, 0.0328051866415669, 0.02647576623541467, 0.04288083950386328]",1,130.18,0.0814,98.0,5410.0
33
+ opt1_ttfs_estop_m0.20,opt1_ttfs_temporal.py,70687c3a0e15c4f8,8,2,--ttfs --dta --ttfs-early-stop --ttfs-margin 0.20,,2,False,32,16,100,32,0.9781043593768294,0.7973977695167286,0.6545011599858602,0.7613636363636364,0.7613636363636364,108423.78294683258,2.250673770904541,72.5,2026-08-21T20:25:18.978257+00:00,0.024158676100127837,0.035368662546662724,0.032333811525912845,0.025689646163407492,0.04257238415234229,0.032025,"[0.024158676100127837, 0.035368662546662724, 0.032333811525912845, 0.025689646163407492, 0.04257238415234229]",,,,,
34
+ opt1_ttfs_estop_m0.20,opt1_ttfs_temporal.py,70687c3a0e15c4f8,8,2,--ttfs --dta --ttfs-early-stop --ttfs-margin 0.20,,2,False,32,16,100,33,0.9580946837216062,0.8048327137546468,0.7104608073379054,0.7348484848484849,0.7613636363636364,108191.09898190046,2.2568352222442627,74.7,2026-08-21T20:25:21.271300+00:00,0.024404570679454243,0.03516051107469727,0.031510391436955505,0.02495704952846555,0.04228748994715074,0.031664,"[0.024404570679454243, 0.03516051107469727, 0.031510391436955505, 0.02495704952846555, 0.04228748994715074]",1,126.25,0.07915,95.0,5410.0
35
+ opt1_ttfs_estop_m0.20,opt1_ttfs_temporal.py,70687c3a0e15c4f8,8,2,--ttfs --dta --ttfs-early-stop --ttfs-margin 0.20,,2,False,32,16,100,34,0.9438500315726468,0.8141263940520446,0.860952514590639,0.6818181818181818,0.7613636363636364,111656.09332579185,2.2617530822753906,77.0,2026-08-21T20:25:23.573561+00:00,0.025677246425081703,0.03599697395282633,0.03136283520828275,0.02493008883560405,0.0422526227639002,0.032044,"[0.025677246425081703, 0.03599697395282633, 0.03136283520828275, 0.02493008883560405, 0.0422526227639002]",,,,,
36
+ opt1_ttfs_estop_m0.20,opt1_ttfs_temporal.py,70687c3a0e15c4f8,8,2,--ttfs --dta --ttfs-early-stop --ttfs-margin 0.20,,2,False,32,16,100,35,0.9219164919232791,0.8401486988847584,0.5989778818506183,0.7840909090909091,0.7840909090909091,109042.08597285068,2.2543444633483887,79.2,2026-08-21T20:25:25.856453+00:00,0.024288877187406317,0.036396012367571104,0.031024916974060675,0.025334399303092676,0.04268446016837569,0.031946,"[0.024288877187406317, 0.036396012367571104, 0.031024916974060675, 0.025334399303092676, 0.04268446016837569]",,,,,
37
+ opt1_ttfs_estop_m0.20,opt1_ttfs_temporal.py,70687c3a0e15c4f8,8,2,--ttfs --dta --ttfs-early-stop --ttfs-margin 0.20,,2,False,32,16,100,36,0.9153664455537902,0.828996282527881,0.672479737888683,0.7462121212121212,0.7840909090909091,106074.64126131222,2.2605621814727783,81.5,2026-08-21T20:25:28.152963+00:00,0.023446113966843662,0.03516599404461244,0.03111346361829954,0.02567519324229044,0.04250625696252374,0.031581,"[0.023446113966843662, 0.03516599404461244, 0.03111346361829954, 0.02567519324229044, 0.04250625696252374]",1,118.5,0.07441,96.0,5410.0
38
+ opt1_ttfs_estop_m0.20,opt1_ttfs_temporal.py,70687c3a0e15c4f8,8,2,--ttfs --dta --ttfs-early-stop --ttfs-margin 0.20,,2,False,32,16,100,37,0.9007192327187407,0.8420074349442379,0.5834536407933091,0.7954545454545454,0.7954545454545454,108449.54029977375,2.2673537731170654,83.8,2026-08-21T20:25:30.450409+00:00,0.02491439681719331,0.03505114400211502,0.030326953267349917,0.02440424855141079,0.041900893782868105,0.03132,"[0.02491439681719331, 0.03505114400211502, 0.030326953267349917, 0.02440424855141079, 0.041900893782868105]",,,,,
39
+ opt1_ttfs_estop_m0.20,opt1_ttfs_temporal.py,70687c3a0e15c4f8,8,2,--ttfs --dta --ttfs-early-stop --ttfs-margin 0.20,,2,False,32,16,100,38,0.8754989670998102,0.8773234200743495,0.7654397894035686,0.7121212121212122,0.7954545454545454,112092.85435520361,2.264338970184326,86.0,2026-08-21T20:25:32.750891+00:00,0.02634417703923057,0.03567975628025392,0.030374246265958336,0.02409328816129881,0.042104177396087086,0.031719,"[0.02634417703923057, 0.03567975628025392, 0.030374246265958336, 0.02409328816129881, 0.042104177396087086]",1,122.05,0.07677,96.0,5410.0
40
+ opt1_ttfs_estop_m0.20,opt1_ttfs_temporal.py,70687c3a0e15c4f8,8,2,--ttfs --dta --ttfs-early-stop --ttfs-margin 0.20,,2,False,32,16,100,39,0.8614408008228004,0.8661710037174721,0.5572523005080946,0.7916666666666666,0.7954545454545454,107114.08936651584,2.257195472717285,88.3,2026-08-21T20:25:35.034460+00:00,0.025336457416415215,0.03353205783402219,0.0294624648111708,0.023071157472098574,0.04194931116174249,0.03067,"[0.025336457416415215, 0.03353205783402219, 0.0294624648111708, 0.023071157472098574, 0.04194931116174249]",,,,,
41
+ opt1_ttfs_estop_m0.20,opt1_ttfs_temporal.py,70687c3a0e15c4f8,8,2,--ttfs --dta --ttfs-early-stop --ttfs-margin 0.20,,2,False,32,16,100,40,0.8956726778395557,0.8513011152416357,0.562482931397178,0.7878787878787878,0.7954545454545454,106894.11241515836,2.256568670272827,90.6,2026-08-21T20:25:37.319483+00:00,0.02480376698076725,0.034038345603381884,0.029966887086629868,0.023830898215665537,0.04222476328997051,0.030973,"[0.02480376698076725, 0.034038345603381884, 0.029966887086629868, 0.023830898215665537, 0.04222476328997051]",1,142.18,0.08912,96.0,5410.0
42
+ opt1_ttfs_estop_m0.20,opt1_ttfs_temporal.py,70687c3a0e15c4f8,8,2,--ttfs --dta --ttfs-early-stop --ttfs-margin 0.20,,2,False,32,16,100,41,0.8492244162967214,0.8773234200743495,0.6208631125363436,0.7840909090909091,0.7954545454545454,109176.00212104071,2.266474962234497,92.8,2026-08-21T20:25:39.614249+00:00,0.025862956419587135,0.034496787278091204,0.0293050961678519,0.02330507096998832,0.04170477346462362,0.030935,"[0.025862956419587135, 0.034496787278091204, 0.0293050961678519, 0.02330507096998832, 0.04170477346462362]",,,,,
43
+ opt1_ttfs_estop_m0.20,opt1_ttfs_temporal.py,70687c3a0e15c4f8,8,2,--ttfs --dta --ttfs-early-stop --ttfs-margin 0.20,,2,False,32,16,100,42,0.813034113454996,0.8866171003717472,0.6328823936708046,0.7840909090909091,0.7954545454545454,108252.58102375566,2.272172689437866,95.1,2026-08-21T20:25:41.914400+00:00,0.025171356385245043,0.03506860487601336,0.02934743222944877,0.022562105756472137,0.04201493762871798,0.030833,"[0.025171356385245043, 0.03506860487601336, 0.02934743222944877, 0.022562105756472137, 0.04201493762871798]",,,,,
44
+ opt1_ttfs_estop_m0.20,opt1_ttfs_temporal.py,70687c3a0e15c4f8,8,2,--ttfs --dta --ttfs-early-stop --ttfs-margin 0.20,,2,False,32,16,100,43,0.7788559007821916,0.9107806691449815,0.5041596130891279,0.8106060606060606,0.8106060606060606,106215.25904977375,2.2710845470428467,97.4,2026-08-21T20:25:44.211461+00:00,0.02446887269616127,0.03502449261791566,0.028386846403865254,0.022463986321407205,0.04186326462556334,0.030441,"[0.02446887269616127, 0.03502449261791566, 0.028386846403865254, 0.022463986321407205, 0.04186326462556334]",1,130.71,0.08246,88.0,5410.0
45
+ opt1_ttfs_estop_m0.20,opt1_ttfs_temporal.py,70687c3a0e15c4f8,8,2,--ttfs --dta --ttfs-early-stop --ttfs-margin 0.20,,2,False,32,16,100,44,0.8121663801732116,0.8866171003717472,0.7070002266854951,0.7727272727272727,0.8106060606060606,106044.16925904978,2.2662642002105713,99.6,2026-08-21T20:25:46.510828+00:00,0.024595940814298743,0.035103101283311844,0.027404740124064332,0.02245229942833676,0.04142737081822227,0.030197,"[0.024595940814298743, 0.035103101283311844, 0.027404740124064332, 0.02245229942833676, 0.04142737081822227]",,,,,
46
+ opt1_ttfs_estop_m0.20,opt1_ttfs_temporal.py,70687c3a0e15c4f8,8,2,--ttfs --dta --ttfs-early-stop --ttfs-margin 0.20,,2,False,32,16,100,45,0.792457829842337,0.8977695167286245,0.6038813825809595,0.803030303030303,0.8106060606060606,104063.56829751132,2.269568920135498,101.9,2026-08-21T20:25:48.806819+00:00,0.023687606020008817,0.034679899978287076,0.028256952872171122,0.021852207424886087,0.04140905663371086,0.029977,"[0.023687606020008817, 0.034679899978287076, 0.028256952872171122, 0.021852207424886087, 0.04140905663371086]",1,128.85,0.08123,95.0,5410.0
47
+ opt1_ttfs_estop_m0.20,opt1_ttfs_temporal.py,70687c3a0e15c4f8,8,2,--ttfs --dta --ttfs-early-stop --ttfs-margin 0.20,,2,False,32,16,100,46,0.770670666570557,0.912639405204461,0.6153270638350284,0.7575757575757576,0.8106060606060606,104787.22157805429,2.2698066234588623,104.2,2026-08-21T20:25:51.105251+00:00,0.024230483371545288,0.03448386819047086,0.02785503787591177,0.021828536053790766,0.04198032924357582,0.030076,"[0.024230483371545288, 0.03448386819047086, 0.02785503787591177, 0.021828536053790766, 0.04198032924357582]",,,,,
48
+ opt1_ttfs_estop_m0.20,opt1_ttfs_temporal.py,70687c3a0e15c4f8,8,2,--ttfs --dta --ttfs-early-stop --ttfs-margin 0.20,,2,False,32,16,100,47,0.7664448102610705,0.9107806691449815,0.6014144565119888,0.7765151515151515,0.8106060606060606,104813.67491515836,2.2725303173065186,106.4,2026-08-21T20:25:53.404631+00:00,0.02405851465814254,0.03534202715929817,0.026998932637712535,0.021376965896171683,0.04139378075213993,0.029834,"[0.02405851465814254, 0.03534202715929817, 0.026998932637712535, 0.021376965896171683, 0.04139378075213993]",1,119.08,0.07517,96.5,5410.0
49
+ opt1_ttfs_estop_m0.20,opt1_ttfs_temporal.py,70687c3a0e15c4f8,8,2,--ttfs --dta --ttfs-early-stop --ttfs-margin 0.20,,2,False,32,16,100,48,0.7751691283789709,0.9014869888475836,0.4962109453750379,0.8522727272727273,0.8522727272727273,102107.35096153845,2.280459403991699,108.7,2026-08-21T20:25:55.713241+00:00,0.02322910583632834,0.03477256832753911,0.026443128200138315,0.020809418467037818,0.040913456722217446,0.029234,"[0.02322910583632834, 0.03477256832753911, 0.026443128200138315, 0.020809418467037818, 0.040913456722217446]",,,,,
50
+ opt1_ttfs_estop_m0.20,opt1_ttfs_temporal.py,70687c3a0e15c4f8,8,2,--ttfs --dta --ttfs-early-stop --ttfs-margin 0.20,,2,False,32,16,100,49,0.7335173620610432,0.9275092936802974,0.6062180571483843,0.7992424242424242,0.8522727272727273,104022.6012443439,2.2716736793518066,111.0,2026-08-21T20:25:58.017550+00:00,0.024480908670846152,0.0342235201421906,0.02613813123282264,0.02100191615960177,0.04098778305684819,0.029366,"[0.024480908670846152, 0.0342235201421906, 0.02613813123282264, 0.02100191615960177, 0.04098778305684819]",1,133.44,0.0842,96.0,5410.0
51
+ opt1_ttfs_estop_m0.20,opt1_ttfs_temporal.py,70687c3a0e15c4f8,8,2,--ttfs --dta --ttfs-early-stop --ttfs-margin 0.20,,2,False,32,16,100,50,0.7369014563170507,0.9237918215613383,0.5179829732938246,0.8371212121212122,0.8522727272727273,103150.24731334842,2.274993419647217,113.3,2026-08-21T20:26:00.318212+00:00,0.023925859700230992,0.03429565206170082,0.026452591314035302,0.02138646593426957,0.04107329424689798,0.029427,"[0.023925859700230992, 0.03429565206170082, 0.026452591314035302, 0.02138646593426957, 0.04107329424689798]",,,,,
52
+ opt1_ttfs_estop_m0.20,opt1_ttfs_temporal.py,70687c3a0e15c4f8,8,2,--ttfs --dta --ttfs-early-stop --ttfs-margin 0.20,,2,False,32,16,100,51,0.7084290110488807,0.9405204460966543,0.537520560351285,0.8106060606060606,0.8522727272727273,104594.77587669683,2.2836716175079346,115.6,2026-08-21T20:26:02.630239+00:00,0.024752339457764345,0.03397103201817064,0.02656791008570615,0.0213199169101084,0.04108214926193742,0.029539,"[0.024752339457764345, 0.03397103201817064, 0.02656791008570615, 0.0213199169101084, 0.04108214926193742]",1,137.03,0.08693,96.0,5410.0
53
+ opt1_ttfs_estop_m0.20,opt1_ttfs_temporal.py,70687c3a0e15c4f8,8,2,--ttfs --dta --ttfs-early-stop --ttfs-margin 0.20,,2,False,32,16,100,52,0.7147089169814241,0.9386617100371747,0.579817150126804,0.8068181818181818,0.8522727272727273,105851.7594739819,2.2820510864257812,117.8,2026-08-21T20:26:04.938786+00:00,0.02557676866212312,0.033626158009557164,0.026539955836008575,0.020585684763158068,0.04114218319163603,0.029494,"[0.02557676866212312, 0.033626158009557164, 0.026539955836008575, 0.020585684763158068, 0.04114218319163603]",,,,,
54
+ opt1_ttfs_estop_m0.20,opt1_ttfs_temporal.py,70687c3a0e15c4f8,8,2,--ttfs --dta --ttfs-early-stop --ttfs-margin 0.20,,2,False,32,16,100,53,0.7187937427187497,0.9200743494423792,0.5273426861474009,0.8484848484848485,0.8522727272727273,105596.9592760181,2.274268865585327,120.1,2026-08-21T20:26:07.240513+00:00,0.02529088100966285,0.034348274197648555,0.025920086156796005,0.019950622911838925,0.04064264783964438,0.029231,"[0.02529088100966285, 0.034348274197648555, 0.025920086156796005, 0.019950622911838925, 0.04064264783964438]",1,131.98,0.08338,90.0,5410.0
55
+ opt1_ttfs_estop_m0.20,opt1_ttfs_temporal.py,70687c3a0e15c4f8,8,2,--ttfs --dta --ttfs-early-stop --ttfs-margin 0.20,,2,False,32,16,100,54,0.6833377154786348,0.9442379182156134,0.5211855155048948,0.8446969696969697,0.8522727272727273,105614.27432126697,2.2783865928649902,122.4,2026-08-21T20:26:09.545246+00:00,0.02583696408306851,0.03334474716992939,0.02570855223080691,0.020198368960443663,0.04100283454446232,0.029218,"[0.02583696408306851, 0.03334474716992939, 0.02570855223080691, 0.020198368960443663, 0.04100283454446232]",,,,,
56
+ opt1_ttfs_estop_m0.20,opt1_ttfs_temporal.py,70687c3a0e15c4f8,8,2,--ttfs --dta --ttfs-early-stop --ttfs-margin 0.20,,2,False,32,16,100,55,0.7129654259486713,0.9312267657992565,0.5061468274304362,0.8371212121212122,0.8522727272727273,103804.29015837105,2.2779345512390137,124.7,2026-08-21T20:26:11.853348+00:00,0.025036160450647858,0.03285760870751213,0.026272492483258247,0.020840106531977654,0.04104923237772549,0.029211,"[0.025036160450647858, 0.03285760870751213, 0.026272492483258247, 0.020840106531977654, 0.04104923237772549]",,,,,
57
+ opt1_ttfs_estop_m0.20,opt1_ttfs_temporal.py,70687c3a0e15c4f8,8,2,--ttfs --dta --ttfs-early-stop --ttfs-margin 0.20,,2,False,32,16,100,56,0.6868993901408738,0.949814126394052,0.5160143826947068,0.8484848484848485,0.8522727272727273,102431.38758484164,2.2750937938690186,126.9,2026-08-21T20:26:14.155601+00:00,0.024020914755323353,0.03341198318144854,0.026733079486910033,0.02034718422766994,0.04080018970896216,0.029063,"[0.024020914755323353, 0.03341198318144854, 0.026733079486910033, 0.02034718422766994, 0.04080018970896216]",1,134.04,0.08471,96.0,5410.0
58
+ opt1_ttfs_estop_m0.20,opt1_ttfs_temporal.py,70687c3a0e15c4f8,8,2,--ttfs --dta --ttfs-early-stop --ttfs-margin 0.20,,2,False,32,16,100,57,0.6607216627624398,0.9572490706319703,0.6571596066157023,0.7954545454545454,0.8522727272727273,104055.8429015837,2.274165391921997,129.2,2026-08-21T20:26:16.455131+00:00,0.025236869997837964,0.03265051182140322,0.02648815994753557,0.02031477661255528,0.0415140903171371,0.029241,"[0.025236869997837964, 0.03265051182140322, 0.02648815994753557, 0.02031477661255528, 0.0415140903171371]",,,,,
59
+ opt1_ttfs_estop_m0.20,opt1_ttfs_temporal.py,70687c3a0e15c4f8,8,2,--ttfs --dta --ttfs-early-stop --ttfs-margin 0.20,,2,False,32,16,100,58,0.676587324381761,0.9442379182156134,0.4258711961182681,0.8712121212121212,0.8712121212121212,102855.13602941176,2.268690347671509,131.5,2026-08-21T20:26:18.752493+00:00,0.024948864846545106,0.032627228099633664,0.02558854134643779,0.019587728249676088,0.04084159894024625,0.028719,"[0.024948864846545106, 0.032627228099633664, 0.02558854134643779, 0.019587728249676088, 0.04084159894024625]",1,132.37,0.08342,96.0,5410.0
60
+ opt1_ttfs_estop_m0.20,opt1_ttfs_temporal.py,70687c3a0e15c4f8,8,2,--ttfs --dta --ttfs-early-stop --ttfs-margin 0.20,,2,False,32,16,100,59,0.6719320923865506,0.9535315985130112,0.5103022582603224,0.8257575757575758,0.8712121212121212,101814.27502828055,2.2726683616638184,133.8,2026-08-21T20:26:21.056605+00:00,0.02413235352758099,0.033506500589496946,0.02510563119807664,0.019583912456736845,0.04124612952856457,0.028715,"[0.02413235352758099, 0.033506500589496946, 0.02510563119807664, 0.019583912456736845, 0.04124612952856457]",,,,,
61
+ opt1_ttfs_estop_m0.20,opt1_ttfs_temporal.py,70687c3a0e15c4f8,8,2,--ttfs --dta --ttfs-early-stop --ttfs-margin 0.20,,2,False,32,16,100,60,0.6560708802871987,0.9628252788104089,0.42124997440612677,0.875,0.875,101467.13659502262,2.2780704498291016,136.0,2026-08-21T20:26:23.361666+00:00,0.02420835755765438,0.03321452482658274,0.02467677851810175,0.019791898701120827,0.040893623714937884,0.028557,"[0.02420835755765438, 0.03321452482658274, 0.02467677851810175, 0.019791898701120827, 0.040893623714937884]",1,133.18,0.08428,96.0,5410.0
62
+ opt1_ttfs_estop_m0.20,opt1_ttfs_temporal.py,70687c3a0e15c4f8,8,2,--ttfs --dta --ttfs-early-stop --ttfs-margin 0.20,,2,False,32,16,100,61,0.6666810672079321,0.9479553903345725,0.43930163889220264,0.8825757575757576,0.8825757575757576,101475.50282805429,2.2722582817077637,138.3,2026-08-21T20:26:25.668085+00:00,0.024011208292315987,0.033814225564984715,0.02443720367463196,0.01917970454429879,0.040774746852762556,0.028443,"[0.024011208292315987, 0.033814225564984715, 0.02443720367463196, 0.01917970454429879, 0.040774746852762556]",,,,,
63
+ opt1_ttfs_estop_m0.20,opt1_ttfs_temporal.py,70687c3a0e15c4f8,8,2,--ttfs --dta --ttfs-early-stop --ttfs-margin 0.20,,2,False,32,16,100,62,0.651211980328684,0.9646840148698885,0.42255090267369244,0.8825757575757576,0.8825757575757576,101576.89069570135,2.2724051475524902,140.6,2026-08-21T20:26:27.974598+00:00,0.024159332079922453,0.03361642645562396,0.024474388645852312,0.01901295715395142,0.04083647250252612,0.02842,"[0.024159332079922453, 0.03361642645562396, 0.024474388645852312, 0.01901295715395142, 0.04083647250252612]",1,107.36,0.06777,95.5,5410.0
64
+ opt1_ttfs_estop_m0.20,opt1_ttfs_temporal.py,70687c3a0e15c4f8,8,2,--ttfs --dta --ttfs-early-stop --ttfs-margin 0.20,,2,False,32,16,100,63,0.6366226540179057,0.966542750929368,0.4511290361935442,0.8825757575757576,0.8825757575757576,101363.39126131222,2.2714900970458984,142.8,2026-08-21T20:26:30.272085+00:00,0.024262466413133284,0.0333608960842385,0.024062151856282177,0.019435393897926107,0.04070357934517019,0.028365,"[0.024262466413133284, 0.0333608960842385, 0.024062151856282177, 0.019435393897926107, 0.04070357934517019]",,,,,
65
+ opt1_ttfs_estop_m0.20,opt1_ttfs_temporal.py,70687c3a0e15c4f8,8,2,--ttfs --dta --ttfs-early-stop --ttfs-margin 0.20,,2,False,32,16,100,64,0.6574420452561077,0.9553903345724907,0.4544906733614026,0.8712121212121212,0.8825757575757576,101045.18198529411,2.272130012512207,145.1,2026-08-21T20:26:32.571717+00:00,0.02394144971142797,0.03367413668071523,0.024170131806065056,0.01918961020076976,0.04099432488574701,0.028394,"[0.02394144971142797, 0.03367413668071523, 0.024170131806065056, 0.01918961020076976, 0.04099432488574701]",1,130.22,0.08219,89.5,5410.0
66
+ opt1_ttfs_estop_m0.20,opt1_ttfs_temporal.py,70687c3a0e15c4f8,8,2,--ttfs --dta --ttfs-early-stop --ttfs-margin 0.20,,2,False,32,16,100,65,0.6255325043511657,0.9776951672862454,0.47764262647339795,0.8636363636363636,0.8825757575757576,101293.4054015837,2.2774977684020996,147.4,2026-08-21T20:26:34.876170+00:00,0.023942210985457197,0.03382248102742083,0.024266953196595695,0.019517359159448567,0.04067599620012676,0.028445,"[0.023942210985457197, 0.03382248102742083, 0.024266953196595695, 0.019517359159448567, 0.04067599620012676]",,,,,
67
+ opt1_ttfs_estop_m0.20,opt1_ttfs_temporal.py,70687c3a0e15c4f8,8,2,--ttfs --dta --ttfs-early-stop --ttfs-margin 0.20,,2,False,32,16,100,66,0.6144399716065275,0.9851301115241635,0.4945362056746627,0.8484848484848485,0.8825757575757576,101726.95814479639,2.2739551067352295,149.7,2026-08-21T20:26:37.180231+00:00,0.024235058466301244,0.03382303872529198,0.02401118418749641,0.01916318353922928,0.040581629995037526,0.028363,"[0.024235058466301244, 0.03382303872529198, 0.02401118418749641, 0.01916318353922928, 0.040581629995037526]",1,128.26,0.08102,95.0,5410.0
68
+ opt1_ttfs_estop_m0.20,opt1_ttfs_temporal.py,70687c3a0e15c4f8,8,2,--ttfs --dta --ttfs-early-stop --ttfs-margin 0.20,,2,False,32,16,100,67,0.6219068375661914,0.9814126394052045,0.44056925719434564,0.8787878787878788,0.8825757575757576,102300.59968891402,2.270261764526367,151.9,2026-08-21T20:26:39.476399+00:00,0.024512280655257842,0.03386488250073265,0.023956323371214026,0.01897635727244265,0.04079212861902574,0.02842,"[0.024512280655257842, 0.03386488250073265, 0.023956323371214026, 0.01897635727244265, 0.04079212861902574]",,,,,
69
+ opt1_ttfs_estop_m0.20,opt1_ttfs_temporal.py,70687c3a0e15c4f8,8,2,--ttfs --dta --ttfs-early-stop --ttfs-margin 0.20,,2,False,32,16,100,68,0.629213560247953,0.9758364312267658,0.5233388371539839,0.8371212121212122,0.8825757575757576,101991.3352658371,2.282280206680298,154.2,2026-08-21T20:26:41.786131+00:00,0.024356453515150967,0.033936082221129364,0.023890383979853463,0.018809565616881147,0.04071516149184283,0.028342,"[0.024356453515150967, 0.033936082221129364, 0.023890383979853463, 0.018809565616881147, 0.04071516149184283]",,,,,
70
+ opt1_ttfs_estop_m0.20,opt1_ttfs_temporal.py,70687c3a0e15c4f8,8,2,--ttfs --dta --ttfs-early-stop --ttfs-margin 0.20,,2,False,32,16,100,69,0.6021327092745047,0.9851301115241635,0.4865289922013427,0.8636363636363636,0.8825757575757576,101830.77474547512,2.2716917991638184,156.5,2026-08-21T20:26:44.086294+00:00,0.02422970237539095,0.03379153416437261,0.02439599670469761,0.01875118220991948,0.04063577796606457,0.028361,"[0.02422970237539095, 0.03379153416437261, 0.02439599670469761, 0.01875118220991948, 0.04063577796606457]",1,124.3,0.07844,95.0,5410.0
71
+ opt1_ttfs_estop_m0.20,opt1_ttfs_temporal.py,70687c3a0e15c4f8,8,2,--ttfs --dta --ttfs-early-stop --ttfs-margin 0.20,,2,False,32,16,100,70,0.6127032154554771,0.9776951672862454,0.5027311453313539,0.8712121212121212,0.8825757575757576,102127.29199660633,2.268723726272583,158.8,2026-08-21T20:26:46.382649+00:00,0.02443047262289945,0.03364963982911671,0.024392792078502038,0.018923599820803192,0.04107098127989208,0.028493,"[0.02443047262289945, 0.03364963982911671, 0.024392792078502038, 0.018923599820803192, 0.04107098127989208]",,,,,
72
+ opt1_ttfs_estop_m0.20,opt1_ttfs_temporal.py,70687c3a0e15c4f8,8,2,--ttfs --dta --ttfs-early-stop --ttfs-margin 0.20,,2,False,32,16,100,71,0.6092079953190119,0.9795539033457249,0.5414990719520685,0.8522727272727273,0.8825757575757576,102384.12203054299,2.2856171131134033,161.1,2026-08-21T20:26:48.694590+00:00,0.024521135998999372,0.033752156311974806,0.02442192877916729,0.018504428732044557,0.040929630398750305,0.028426,"[0.024521135998999372, 0.033752156311974806, 0.02442192877916729, 0.018504428732044557, 0.040929630398750305]",1,123.87,0.07864,95.0,5410.0
73
+ opt1_ttfs_estop_m0.20,opt1_ttfs_temporal.py,70687c3a0e15c4f8,8,2,--ttfs --dta --ttfs-early-stop --ttfs-margin 0.20,,2,False,32,16,100,72,0.6068861105628173,0.9795539033457249,0.5258116243463574,0.8371212121212122,0.8825757575757576,103244.84997171945,2.2759103775024414,163.3,2026-08-21T20:26:51.000435+00:00,0.025011928642497343,0.0335399870048551,0.024498329223955378,0.018611765630981502,0.04089505641775973,0.028511,"[0.025011928642497343, 0.0335399870048551, 0.024498329223955378, 0.018611765630981502, 0.04089505641775973]",,,,,
74
+ opt1_ttfs_estop_m0.20,opt1_ttfs_temporal.py,70687c3a0e15c4f8,8,2,--ttfs --dta --ttfs-early-stop --ttfs-margin 0.20,,2,False,32,16,100,73,0.6005530459286998,0.9869888475836431,0.4638683276646065,0.8674242424242424,0.8825757575757576,104281.59318438914,2.271021604537964,165.6,2026-08-21T20:26:53.300339+00:00,0.025385231327484634,0.033901830806451684,0.024235622190377292,0.01869965355624171,0.04098911210894585,0.028642,"[0.025385231327484634, 0.033901830806451684, 0.024235622190377292, 0.01869965355624171, 0.04098911210894585]",1,108.99,0.06876,95.0,5410.0
75
+ opt1_ttfs_estop_m0.20,opt1_ttfs_temporal.py,70687c3a0e15c4f8,8,2,--ttfs --dta --ttfs-early-stop --ttfs-margin 0.20,,2,False,32,16,100,74,0.5968642086344581,0.9869888475836431,0.49319682518641156,0.8636363636363636,0.8825757575757576,104159.82565045249,2.281125068664551,167.9,2026-08-21T20:26:55.607842+00:00,0.025265996618305937,0.03412989548900548,0.024058279417016926,0.018572932547506166,0.0408503503045615,0.028575,"[0.025265996618305937, 0.03412989548900548, 0.024058279417016926, 0.018572932547506166, 0.0408503503045615]",,,,,
76
+ opt1_ttfs_estop_m0.20,opt1_ttfs_temporal.py,70687c3a0e15c4f8,8,2,--ttfs --dta --ttfs-early-stop --ttfs-margin 0.20,,2,False,32,16,100,75,0.596050496881336,0.9869888475836431,0.4528076874487328,0.8522727272727273,0.8825757575757576,104062.09968891402,2.2809033393859863,170.2,2026-08-21T20:26:57.915774+00:00,0.025074675569639486,0.03446878164130099,0.023997669053428313,0.018418084501343614,0.040858255808844286,0.028563,"[0.025074675569639486, 0.03446878164130099, 0.023997669053428313, 0.018418084501343614, 0.040858255808844286]",,,,,
77
+ opt1_ttfs_estop_m0.20,opt1_ttfs_temporal.py,70687c3a0e15c4f8,8,2,--ttfs --dta --ttfs-early-stop --ttfs-margin 0.20,,2,False,32,16,100,76,0.5955447674240765,0.9851301115241635,0.48365349209669867,0.8787878787878788,0.8825757575757576,103675.06589366516,2.2757017612457275,172.4,2026-08-21T20:27:00.220185+00:00,0.025160468347808895,0.03386729824192384,0.024056251544286224,0.01865093640106566,0.04118954762816429,0.028585,"[0.025160468347808895, 0.03386729824192384, 0.024056251544286224, 0.01865093640106566, 0.04118954762816429]",1,126.05,0.07968,96.0,5410.0
78
+ opt1_ttfs_estop_m0.20,opt1_ttfs_temporal.py,70687c3a0e15c4f8,8,2,--ttfs --dta --ttfs-early-stop --ttfs-margin 0.20,,2,False,32,16,100,77,0.5902049683283696,0.9907063197026023,0.4578631700891437,0.8712121212121212,0.8825757575757576,104669.36255656109,2.286205768585205,174.7,2026-08-21T20:27:02.536777+00:00,0.025570081546902657,0.03390604914987788,0.024217589703552863,0.018731684697901502,0.041111907319110984,0.028707,"[0.025570081546902657, 0.03390604914987788, 0.024217589703552863, 0.018731684697901502, 0.041111907319110984]",,,,,
79
+ opt1_ttfs_estop_m0.20,opt1_ttfs_temporal.py,70687c3a0e15c4f8,8,2,--ttfs --dta --ttfs-early-stop --ttfs-margin 0.20,,2,False,32,16,100,78,0.586928692005824,0.9888475836431226,0.4708793294249159,0.8674242424242424,0.8825757575757576,104717.46408371041,2.2813642024993896,177.0,2026-08-21T20:27:04.845592+00:00,0.025378957281217855,0.03434785521205734,0.024247302728540757,0.018505786929060433,0.04106825414825888,0.02871,"[0.025378957281217855, 0.03434785521205734, 0.024247302728540757, 0.018505786929060433, 0.04106825414825888]",1,128.2,0.08124,94.5,5410.0
80
+ opt1_ttfs_estop_m0.20,opt1_ttfs_temporal.py,70687c3a0e15c4f8,8,2,--ttfs --dta --ttfs-early-stop --ttfs-margin 0.20,,2,False,32,16,100,79,0.5918678734382289,0.9814126394052045,0.49466660618782043,0.8560606060606061,0.8825757575757576,104648.87188914027,2.276944160461426,179.3,2026-08-21T20:27:07.152194+00:00,0.02554450644289746,0.033859685282496846,0.024366991594433784,0.0187632218003273,0.04103481944869546,0.028714,"[0.02554450644289746, 0.033859685282496846, 0.024366991594433784, 0.0187632218003273, 0.04103481944869546]",,,,,
81
+ opt1_ttfs_estop_m0.20,opt1_ttfs_temporal.py,70687c3a0e15c4f8,8,2,--ttfs --dta --ttfs-early-stop --ttfs-margin 0.20,,2,False,32,16,100,80,0.5903176195559449,0.9814126394052045,0.4907281191060037,0.8674242424242424,0.8825757575757576,105824.75707013575,2.279917001724243,181.6,2026-08-21T20:27:09.458807+00:00,0.026207517065546092,0.03374020317021538,0.024186494486296877,0.018791203113163218,0.04124426534947227,0.028834,"[0.026207517065546092, 0.03374020317021538, 0.024186494486296877, 0.018791203113163218, 0.04124426534947227]",1,130.02,0.08234,95.0,5410.0
82
+ opt1_ttfs_estop_m0.20,opt1_ttfs_temporal.py,70687c3a0e15c4f8,8,2,--ttfs --dta --ttfs-early-stop --ttfs-margin 0.20,,2,False,32,16,100,81,0.5859433840198588,0.9907063197026023,0.4878613524364703,0.8636363636363636,0.8825757575757576,106088.34799208144,2.2890195846557617,183.8,2026-08-21T20:27:11.773585+00:00,0.02619926883455585,0.03404237351873342,0.024144571055384242,0.018688606536563707,0.041167142855770444,0.028848,"[0.02619926883455585, 0.03404237351873342, 0.024144571055384242, 0.018688606536563707, 0.041167142855770444]",,,,,
83
+ opt1_ttfs_estop_m0.20,opt1_ttfs_temporal.py,70687c3a0e15c4f8,8,2,--ttfs --dta --ttfs-early-stop --ttfs-margin 0.20,,2,False,32,16,100,82,0.5795307850749076,0.9925650557620818,0.48378938978368585,0.8712121212121212,0.8825757575757576,105242.33031674208,2.274563789367676,186.1,2026-08-21T20:27:14.077054+00:00,0.025847287191187635,0.03394664407652967,0.02412259206175804,0.01871038239230128,0.04132302762830958,0.02879,"[0.025847287191187635, 0.03394664407652967, 0.02412259206175804, 0.01871038239230128, 0.04132302762830958]",1,145.26,0.09178,97.0,5410.0
84
+ opt1_ttfs_estop_m0.20,opt1_ttfs_temporal.py,70687c3a0e15c4f8,8,2,--ttfs --dta --ttfs-early-stop --ttfs-margin 0.20,,2,False,32,16,100,83,0.5815551976732162,0.9925650557620818,0.4697236509034128,0.8674242424242424,0.8825757575757576,105109.19994343891,2.272911787033081,188.4,2026-08-21T20:27:16.380968+00:00,0.02570584284908631,0.03404678250936901,0.024241680498508847,0.018686554559013423,0.04121940933606204,0.02878,"[0.02570584284908631, 0.03404678250936901, 0.024241680498508847, 0.018686554559013423, 0.04121940933606204]",,,,,
85
+ opt1_ttfs_estop_m0.20,opt1_ttfs_temporal.py,70687c3a0e15c4f8,8,2,--ttfs --dta --ttfs-early-stop --ttfs-margin 0.20,,2,False,32,16,100,84,0.5709719103951436,0.9888475836431226,0.4642647531899539,0.8712121212121212,0.8825757575757576,105229.56603506787,2.2715861797332764,190.7,2026-08-21T20:27:18.678816+00:00,0.025827262002755615,0.033902488429756725,0.024277091026306152,0.018678400884656346,0.04117846598519998,0.028773,"[0.025827262002755615, 0.033902488429756725, 0.024277091026306152, 0.018678400884656346, 0.04117846598519998]",1,134.48,0.08486,96.5,5410.0
86
+ opt1_ttfs_estop_m0.20,opt1_ttfs_temporal.py,70687c3a0e15c4f8,8,2,--ttfs --dta --ttfs-early-stop --ttfs-margin 0.20,,2,False,32,16,100,85,0.5760785011110696,0.9925650557620818,0.43994666229594837,0.8787878787878788,0.8825757575757576,105744.99519230769,2.2857823371887207,193.0,2026-08-21T20:27:20.999509+00:00,0.026124161065501326,0.03387280531665858,0.02419543923700557,0.0184285339406308,0.04111315025126233,0.028747,"[0.026124161065501326, 0.03387280531665858, 0.02419543923700557, 0.0184285339406308, 0.04111315025126233]",,,,,
87
+ opt1_ttfs_estop_m0.20,opt1_ttfs_temporal.py,70687c3a0e15c4f8,8,2,--ttfs --dta --ttfs-early-stop --ttfs-margin 0.20,,2,False,32,16,100,86,0.5769228625031652,0.9925650557620818,0.47798827019604767,0.8674242424242424,0.8825757575757576,105809.2272341629,2.288174867630005,195.2,2026-08-21T20:27:23.319759+00:00,0.026243047131335035,0.033828657777870405,0.023942899178056157,0.01837544428075061,0.041188408346737135,0.028716,"[0.026243047131335035, 0.033828657777870405, 0.023942899178056157, 0.01837544428075061, 0.041188408346737135]",1,155.57,0.09888,91.5,5410.0
88
+ opt1_ttfs_estop_m0.20,opt1_ttfs_temporal.py,70687c3a0e15c4f8,8,2,--ttfs --dta --ttfs-early-stop --ttfs-margin 0.20,,2,False,32,16,100,87,0.5837707426468236,0.9888475836431226,0.44377709157539136,0.8901515151515151,0.8901515151515151,105919.8977658371,2.28147554397583,197.5,2026-08-21T20:27:25.628585+00:00,0.026391570730244413,0.03360360050026108,0.023984366151339868,0.018470034879796645,0.04131544994957307,0.028753,"[0.026391570730244413, 0.03360360050026108, 0.023984366151339868, 0.018470034879796645, 0.04131544994957307]",,,,,
89
+ opt1_ttfs_estop_m0.20,opt1_ttfs_temporal.py,70687c3a0e15c4f8,8,2,--ttfs --dta --ttfs-early-stop --ttfs-margin 0.20,,2,False,32,16,100,88,0.5683381069991669,0.9962825278810409,0.46408047730272467,0.8522727272727273,0.8901515151515151,105550.1770361991,2.282667398452759,199.8,2026-08-21T20:27:27.942044+00:00,0.02616727801368517,0.03365103878519114,0.02408251801834387,0.018468026181354243,0.04127117531264529,0.028728,"[0.02616727801368517, 0.03365103878519114, 0.02408251801834387, 0.018468026181354243, 0.04127117531264529]",,,,,
90
+ opt1_ttfs_estop_m0.20,opt1_ttfs_temporal.py,70687c3a0e15c4f8,8,2,--ttfs --dta --ttfs-early-stop --ttfs-margin 0.20,,2,False,32,16,100,89,0.570598537150812,0.9925650557620818,0.45594247182210285,0.8787878787878788,0.8901515151515151,105173.1705316742,2.2850747108459473,202.1,2026-08-21T20:27:30.255535+00:00,0.025908195139730677,0.03386707932633512,0.023975176846279818,0.018436787978691214,0.041300173848867416,0.028697,"[0.025908195139730677, 0.03386707932633512, 0.023975176846279818, 0.018436787978691214, 0.041300173848867416]",1,123.09,0.07813,95.0,5410.0
91
+ opt1_ttfs_estop_m0.20,opt1_ttfs_temporal.py,70687c3a0e15c4f8,8,2,--ttfs --dta --ttfs-early-stop --ttfs-margin 0.20,,2,False,32,16,100,90,0.5721070223581393,0.9962825278810409,0.47778766534545203,0.8825757575757576,0.8901515151515151,104879.45220588235,2.287104368209839,204.4,2026-08-21T20:27:32.571786+00:00,0.025795315775801155,0.03379883726730066,0.023978480411803022,0.018529566224007046,0.04137448287185501,0.028695,"[0.025795315775801155, 0.03379883726730066, 0.023978480411803022, 0.018529566224007046, 0.04137448287185501]",,,,,
92
+ opt1_ttfs_estop_m0.20,opt1_ttfs_temporal.py,70687c3a0e15c4f8,8,2,--ttfs --dta --ttfs-early-stop --ttfs-margin 0.20,,2,False,32,16,100,91,0.5689459454171276,0.9962825278810409,0.46363429002689593,0.8787878787878788,0.8901515151515151,104891.98020361991,2.283062696456909,206.7,2026-08-21T20:27:34.882482+00:00,0.025660141864243674,0.03410516635460012,0.023988917689113057,0.01830445054699393,0.04124775200205691,0.028661,"[0.025660141864243674, 0.03410516635460012, 0.023988917689113057, 0.01830445054699393, 0.04124775200205691]",1,128.35,0.0814,95.0,5410.0
93
+ opt1_ttfs_estop_m0.20,opt1_ttfs_temporal.py,70687c3a0e15c4f8,8,2,--ttfs --dta --ttfs-early-stop --ttfs-margin 0.20,,2,False,32,16,100,92,0.5769529606329907,0.9907063197026023,0.45324749476981885,0.875,0.8901515151515151,104992.80217760181,2.2829651832580566,208.9,2026-08-21T20:27:37.191529+00:00,0.02583487397607635,0.033792030066251755,0.024059342877829775,0.018499745494302583,0.04126351129482774,0.02869,"[0.02583487397607635, 0.033792030066251755, 0.024059342877829775, 0.018499745494302583, 0.04126351129482774]",,,,,
94
+ opt1_ttfs_estop_m0.20,opt1_ttfs_temporal.py,70687c3a0e15c4f8,8,2,--ttfs --dta --ttfs-early-stop --ttfs-margin 0.20,,2,False,32,16,100,93,0.5657835558444594,0.9962825278810409,0.4385700776721492,0.8939393939393939,0.8939393939393939,104900.47044683258,2.2799456119537354,211.2,2026-08-21T20:27:39.498890+00:00,0.025764414602342772,0.033849925898453766,0.02406000072026954,0.01844826658420703,0.04139851011774119,0.028704,"[0.025764414602342772, 0.033849925898453766, 0.02406000072026954, 0.01844826658420703, 0.04139851011774119]",1,148.83,0.09426,96.0,5410.0
95
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96
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97
+ opt1_ttfs_estop_m0.20,opt1_ttfs_temporal.py,70687c3a0e15c4f8,8,2,--ttfs --dta --ttfs-early-stop --ttfs-margin 0.20,,2,False,32,16,100,96,0.5728223997420981,0.9981412639405205,0.43301578949798236,0.8901515151515151,0.8939393939393939,104964.24292986425,2.282200574874878,218.1,2026-08-21T20:27:46.442636+00:00,0.02581296269507969,0.033843004089944506,0.023995629895259354,0.018469806212712738,0.04142885523683885,0.02871,"[0.02581296269507969, 0.033843004089944506, 0.023995629895259354, 0.018469806212712738, 0.04142885523683885]",,,,,
98
+ opt1_ttfs_estop_m0.20,opt1_ttfs_temporal.py,70687c3a0e15c4f8,8,2,--ttfs --dta --ttfs-early-stop --ttfs-margin 0.20,,2,False,32,16,100,97,0.5688397009133406,0.9907063197026023,0.46134566538261645,0.8712121212121212,0.8939393939393939,104934.40992647059,2.2893807888031006,220.4,2026-08-21T20:27:48.760657+00:00,0.025782745988929972,0.03385630600592669,0.02401676763068227,0.018540406161371398,0.04133828641737208,0.028707,"[0.025782745988929972, 0.03385630600592669, 0.02401676763068227, 0.018540406161371398, 0.04133828641737208]",1,157.03,0.09986,90.5,5410.0
99
+ opt1_ttfs_estop_m0.20,opt1_ttfs_temporal.py,70687c3a0e15c4f8,8,2,--ttfs --dta --ttfs-early-stop --ttfs-margin 0.20,,2,False,32,16,100,98,0.5722805252748794,0.9925650557620818,0.4334092076980706,0.8901515151515151,0.8939393939393939,104996.13419117648,2.283353805541992,222.7,2026-08-21T20:27:51.072176+00:00,0.025772634017116883,0.03393374186228303,0.024031988947707063,0.018490421311820254,0.0413708235411083,0.02872,"[0.025772634017116883, 0.03393374186228303, 0.024031988947707063, 0.018490421311820254, 0.0413708235411083]",,,,,
100
+ opt1_ttfs_estop_m0.20,opt1_ttfs_temporal.py,70687c3a0e15c4f8,8,2,--ttfs --dta --ttfs-early-stop --ttfs-margin 0.20,,2,False,32,16,100,99,0.5631106453757304,0.9981412639405205,0.43521774853720807,0.8863636363636364,0.8939393939393939,104971.4468325792,2.2908787727355957,224.9,2026-08-21T20:27:53.390531+00:00,0.02583445214173373,0.03378752728595453,0.02402889246449751,0.018492969519951764,0.04140631219043451,0.02871,"[0.02583445214173373, 0.03378752728595453, 0.02402889246449751, 0.018492969519951764, 0.04140631219043451]",1,130.99,0.08336,95.5,5410.0
101
+ opt1_ttfs_estop_m0.20,opt1_ttfs_temporal.py,70687c3a0e15c4f8,8,2,--ttfs --dta --ttfs-early-stop --ttfs-margin 0.20,,2,False,32,16,100,100,0.5705798995096001,0.9981412639405205,0.4361113535635399,0.8825757575757576,0.8939393939393939,104868.47412330317,2.2762327194213867,227.2,2026-08-21T20:27:55.694305+00:00,0.025884249521528974,0.0336071767789476,0.023975756676758036,0.018571389839053154,0.041312273810891545,0.02867,"[0.025884249521528974, 0.0336071767789476, 0.023975756676758036, 0.018571389839053154, 0.041312273810891545]",,,,,
opt1_ttfs_temporal/opt1_ttfs_estop_m0.20.epochs.jsonl ADDED
@@ -0,0 +1,100 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {"epoch": 1, "train_loss": 7.514889844731328, "train_acc": 0.2211895910780669, "test_loss": 2.397895336151123, "test_acc": 0.09090909090909091, "best_acc": 0.09090909090909091, "spike_rates": [0.029714975067797827, 0.04099940245642381, 0.04186559534248184, 0.040010392008458864, 0.035776543924037146], "spikes_per_sample": 132800.02220022623, "wall_time_s": 2.7357966899871826, "timestamp": "2026-08-21T20:24:08.281849+00:00"}
2
+ {"epoch": 2, "train_loss": 2.791625443887533, "train_acc": 0.19330855018587362, "test_loss": 2.3797295165784433, "test_acc": 0.0946969696969697, "best_acc": 0.0946969696969697, "spike_rates": [0.029405691934859052, 0.03867111815249219, 0.038598911288906544, 0.03899997078320559, 0.03286296107313212], "spikes_per_sample": 127836.87146493212, "wall_time_s": 2.216461420059204, "timestamp": "2026-08-21T20:24:10.530618+00:00"}
3
+ {"epoch": 3, "train_loss": 2.7189709183008697, "train_acc": 0.25650557620817843, "test_loss": 2.1970463521552808, "test_acc": 0.1856060606060606, "best_acc": 0.1856060606060606, "spike_rates": [0.029332564048030797, 0.03628743922009187, 0.03911951929330826, 0.038266876822008807, 0.034328754114754056], "spikes_per_sample": 125372.5465214932, "wall_time_s": 2.2261366844177246, "timestamp": "2026-08-21T20:24:12.792950+00:00"}
4
+ {"epoch": 4, "train_loss": 2.6061904598789143, "train_acc": 0.32342007434944237, "test_loss": 1.9423335610014019, "test_acc": 0.29924242424242425, "best_acc": 0.29924242424242425, "spike_rates": [0.02960003156434087, 0.03870880844838479, 0.03905262425541878, 0.03747881269630264, 0.0366821635295363], "spikes_per_sample": 128353.73840497738, "wall_time_s": 2.2342145442962646, "timestamp": "2026-08-21T20:24:15.062777+00:00"}
5
+ {"epoch": 5, "train_loss": 2.1683787998213644, "train_acc": 0.3903345724907063, "test_loss": 1.832283540205522, "test_acc": 0.3712121212121212, "best_acc": 0.3712121212121212, "spike_rates": [0.030600515577723, 0.039757422664586234, 0.03936935851679129, 0.036017808624926734, 0.03758845609777114], "spikes_per_sample": 131533.82989253395, "wall_time_s": 2.2459657192230225, "timestamp": "2026-08-21T20:24:17.343381+00:00"}
6
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