add run opt1_ttfs_dta_decay0.70
Browse files- opt1_ttfs_temporal/opt1_ttfs_dta_decay0.70.epochs.csv +101 -0
- opt1_ttfs_temporal/opt1_ttfs_dta_decay0.70.epochs.jsonl +100 -0
- opt1_ttfs_temporal/opt1_ttfs_dta_decay0.70.gpu_telemetry.csv +143 -0
- opt1_ttfs_temporal/opt1_ttfs_dta_decay0.70.summary.json +89 -0
- opt1_ttfs_temporal/opt1_ttfs_dta_decay0.70.zip +3 -0
opt1_ttfs_temporal/opt1_ttfs_dta_decay0.70.epochs.csv
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| 1 |
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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
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| 2 |
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opt1_ttfs_dta_decay0.70,opt1_ttfs_temporal.py,70687c3a0e15c4f8,8,2,--ttfs --dta --dta-decay 0.70,,2,False,32,16,100,1,3.9026060538664185,0.23234200743494424,4.3905126109267725,0.23484848484848486,0.23484848484848486,146767.51074660633,2.687927007675171,2.7,2026-08-21T20:08:36.942970+00:00,0.034960337859742785,0.042086246916476416,0.04397634942741955,0.04466833590584643,0.04875139957841705,0.042889,"[0.034960337859742785, 0.042086246916476416, 0.04397634942741955, 0.04466833590584643, 0.04875139957841705]",1,144.2,0.10767,95.0,5406.0
|
| 3 |
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opt1_ttfs_dta_decay0.70,opt1_ttfs_temporal.py,70687c3a0e15c4f8,8,2,--ttfs --dta --dta-decay 0.70,,2,False,32,16,100,2,3.192747642559633,0.2992565055762082,4.999866716789477,0.3371212121212121,0.3371212121212121,144746.4230769231,2.1445810794830322,4.8,2026-08-21T20:08:39.124462+00:00,0.03471372517592767,0.04068204344195478,0.04325646731783362,0.04716860765919966,0.05097148435957292,0.043358,"[0.03471372517592767, 0.04068204344195478, 0.04325646731783362, 0.04716860765919966, 0.05097148435957292]",,,,,
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| 4 |
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opt1_ttfs_dta_decay0.70,opt1_ttfs_temporal.py,70687c3a0e15c4f8,8,2,--ttfs --dta --dta-decay 0.70,,2,False,32,16,100,3,2.773376743146478,0.34386617100371747,1.5996599197387695,0.42424242424242425,0.42424242424242425,151030.86694004523,2.142507553100586,7.0,2026-08-21T20:08:41.302701+00:00,0.03485413662651006,0.04447213626083206,0.047046448597136664,0.04732643549933153,0.05202853526262676,0.045146,"[0.03485413662651006, 0.04447213626083206, 0.047046448597136664, 0.04732643549933153, 0.05202853526262676]",1,122.99,0.0732,95.5,5410.0
|
| 5 |
+
opt1_ttfs_dta_decay0.70,opt1_ttfs_temporal.py,70687c3a0e15c4f8,8,2,--ttfs --dta --dta-decay 0.70,,2,False,32,16,100,4,2.7044530428918323,0.3513011152416357,2.218235485481493,0.375,0.42424242424242425,156585.43311651584,2.131624221801758,9.1,2026-08-21T20:08:43.467007+00:00,0.03508930258891162,0.046660388217252845,0.05200744398376521,0.04835982686456512,0.05563157731119324,0.04755,"[0.03508930258891162, 0.046660388217252845, 0.05200744398376521, 0.04835982686456512, 0.05563157731119324]",,,,,
|
| 6 |
+
opt1_ttfs_dta_decay0.70,opt1_ttfs_temporal.py,70687c3a0e15c4f8,8,2,--ttfs --dta --dta-decay 0.70,,2,False,32,16,100,5,2.5046659721317788,0.4144981412639405,1.8816492846517852,0.4128787878787879,0.42424242424242425,161925.77205882352,2.125761032104492,11.2,2026-08-21T20:08:45.618835+00:00,0.03699615751119221,0.047244871363920325,0.05261553648640128,0.051396624568630665,0.05701286017018206,0.049053,"[0.03699615751119221, 0.047244871363920325, 0.05261553648640128, 0.051396624568630665, 0.05701286017018206]",,,,,
|
| 7 |
+
opt1_ttfs_dta_decay0.70,opt1_ttfs_temporal.py,70687c3a0e15c4f8,8,2,--ttfs --dta --dta-decay 0.70,,2,False,32,16,100,6,2.183560096198298,0.4423791821561338,1.3371524810791016,0.4659090909090909,0.4659090909090909,162062.24462669683,2.125664472579956,13.4,2026-08-21T20:08:47.770316+00:00,0.03705918504034772,0.04666911043664988,0.053137304590028876,0.053895213586442614,0.057848330587148666,0.049722,"[0.03705918504034772, 0.04666911043664988, 0.053137304590028876, 0.053895213586442614, 0.057848330587148666]",1,147.81,0.08728,94.0,5410.0
|
| 8 |
+
opt1_ttfs_dta_decay0.70,opt1_ttfs_temporal.py,70687c3a0e15c4f8,8,2,--ttfs --dta --dta-decay 0.70,,2,False,32,16,100,7,1.8532581683871472,0.43308550185873607,1.4971334139506023,0.49242424242424243,0.49242424242424243,161956.1040723982,2.128883123397827,15.5,2026-08-21T20:08:49.933663+00:00,0.03683299198746681,0.04658907629987773,0.053694391294437295,0.05509970424806371,0.058062626815894074,0.050056,"[0.03683299198746681, 0.04658907629987773, 0.053694391294437295, 0.05509970424806371, 0.058062626815894074]",,,,,
|
| 9 |
+
opt1_ttfs_dta_decay0.70,opt1_ttfs_temporal.py,70687c3a0e15c4f8,8,2,--ttfs --dta --dta-decay 0.70,,2,False,32,16,100,8,1.699597520455995,0.4851301115241636,1.1704024509950117,0.49242424242424243,0.49242424242424243,161381.09940610858,2.1309988498687744,17.6,2026-08-21T20:08:52.101636+00:00,0.036746653125566596,0.0461270697414875,0.0538372579304611,0.055226525620502585,0.05791582145235118,0.049971,"[0.036746653125566596, 0.0461270697414875, 0.0538372579304611, 0.055226525620502585, 0.05791582145235118]",1,142.33,0.08425,94.5,5410.0
|
| 10 |
+
opt1_ttfs_dta_decay0.70,opt1_ttfs_temporal.py,70687c3a0e15c4f8,8,2,--ttfs --dta --dta-decay 0.70,,2,False,32,16,100,9,2.075379716419376,0.4646840148698885,1.6286330367579605,0.5227272727272727,0.5227272727272727,158885.1848133484,2.131570339202881,19.7,2026-08-21T20:08:54.259911+00:00,0.03601771023343591,0.04617771506309509,0.05192379697280772,0.05510468627600109,0.05777600670562071,0.0494,"[0.03601771023343591, 0.04617771506309509, 0.05192379697280772, 0.05510468627600109, 0.05777600670562071]",,,,,
|
| 11 |
+
opt1_ttfs_dta_decay0.70,opt1_ttfs_temporal.py,70687c3a0e15c4f8,8,2,--ttfs --dta --dta-decay 0.70,,2,False,32,16,100,10,1.902219044674728,0.48141263940520446,1.1084148414207227,0.5340909090909091,0.5340909090909091,157155.33611425338,2.1371846199035645,21.9,2026-08-21T20:08:56.430600+00:00,0.03540942620705156,0.04666706678621909,0.050130281378241145,0.0548989643507144,0.05776955121580292,0.048975,"[0.03540942620705156, 0.04666706678621909, 0.050130281378241145, 0.0548989643507144, 0.05776955121580292]",1,109.0,0.06471,96.0,5410.0
|
| 12 |
+
opt1_ttfs_dta_decay0.70,opt1_ttfs_temporal.py,70687c3a0e15c4f8,8,2,--ttfs --dta --dta-decay 0.70,,2,False,32,16,100,11,1.7153322218076004,0.5483271375464684,1.151632749673092,0.553030303030303,0.553030303030303,157064.1525735294,2.1362125873565674,24.0,2026-08-21T20:08:58.599687+00:00,0.03537981036831351,0.046834740349475074,0.04960699401357595,0.055428499684614295,0.05775626003742218,0.049001,"[0.03537981036831351, 0.046834740349475074, 0.04960699401357595, 0.055428499684614295, 0.05775626003742218]",,,,,
|
| 13 |
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opt1_ttfs_dta_decay0.70,opt1_ttfs_temporal.py,70687c3a0e15c4f8,8,2,--ttfs --dta --dta-decay 0.70,,2,False,32,16,100,12,1.6824519975477878,0.5111524163568774,1.0762962139014043,0.5416666666666666,0.553030303030303,156737.60576923075,2.1422300338745117,26.2,2026-08-21T20:09:00.775014+00:00,0.03534988861750154,0.046791107339017535,0.0493874365792555,0.054680454380371994,0.05715978649609229,0.048674,"[0.03534988861750154, 0.046791107339017535, 0.0493874365792555, 0.054680454380371994, 0.05715978649609229]",,,,,
|
| 14 |
+
opt1_ttfs_dta_decay0.70,opt1_ttfs_temporal.py,70687c3a0e15c4f8,8,2,--ttfs --dta --dta-decay 0.70,,2,False,32,16,100,13,1.5248207992780607,0.570631970260223,0.9979638439236265,0.571969696969697,0.571969696969697,155317.97808257918,2.158815622329712,28.3,2026-08-21T20:09:02.962549+00:00,0.03463126477949759,0.0470180003082051,0.04914828083094429,0.05450047421104768,0.05696877530392479,0.048453,"[0.03463126477949759, 0.0470180003082051, 0.04914828083094429, 0.05450047421104768, 0.05696877530392479]",1,128.34,0.07696,94.0,5410.0
|
| 15 |
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opt1_ttfs_dta_decay0.70,opt1_ttfs_temporal.py,70687c3a0e15c4f8,8,2,--ttfs --dta --dta-decay 0.70,,2,False,32,16,100,14,1.7407972218821925,0.5408921933085502,1.0604315309813528,0.5606060606060606,0.571969696969697,154565.69259049773,2.1556971073150635,30.5,2026-08-21T20:09:05.151935+00:00,0.03409318538273082,0.047409410204957515,0.04901463122052305,0.05475421096472179,0.05728353099787936,0.048511,"[0.03409318538273082, 0.047409410204957515, 0.04901463122052305, 0.05475421096472179, 0.05728353099787936]",,,,,
|
| 16 |
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opt1_ttfs_dta_decay0.70,opt1_ttfs_temporal.py,70687c3a0e15c4f8,8,2,--ttfs --dta --dta-decay 0.70,,2,False,32,16,100,15,1.4423716285414856,0.5353159851301115,0.9858747720718384,0.5871212121212122,0.5871212121212122,154707.4403280543,2.167407989501953,32.6,2026-08-21T20:09:07.345599+00:00,0.03414293488158899,0.047558168497155696,0.04875904781853452,0.0548825340674204,0.057107278310200744,0.04849,"[0.03414293488158899, 0.047558168497155696, 0.04875904781853452, 0.0548825340674204, 0.057107278310200744]",1,122.39,0.07369,96.0,5410.0
|
| 17 |
+
opt1_ttfs_dta_decay0.70,opt1_ttfs_temporal.py,70687c3a0e15c4f8,8,2,--ttfs --dta --dta-decay 0.70,,2,False,32,16,100,16,1.5728214473972533,0.550185873605948,1.034080151355628,0.5606060606060606,0.5871212121212122,155004.75919117648,2.159968852996826,34.8,2026-08-21T20:09:09.540007+00:00,0.034142394495360995,0.04789845996043261,0.04851663682390662,0.05541763060233172,0.05693775722209145,0.048583,"[0.034142394495360995, 0.04789845996043261, 0.04851663682390662, 0.05541763060233172, 0.05693775722209145]",,,,,
|
| 18 |
+
opt1_ttfs_dta_decay0.70,opt1_ttfs_temporal.py,70687c3a0e15c4f8,8,2,--ttfs --dta --dta-decay 0.70,,2,False,32,16,100,17,1.4130008030115007,0.5947955390334573,0.9646729519872954,0.5871212121212122,0.5871212121212122,152203.22921380092,2.1756904125213623,37.0,2026-08-21T20:09:11.744935+00:00,0.03313393496415194,0.047182281227672804,0.04846957808031755,0.056106834946309816,0.05677196471130147,0.048333,"[0.03313393496415194, 0.047182281227672804, 0.04846957808031755, 0.056106834946309816, 0.05677196471130147]",1,122.9,0.07428,93.5,5410.0
|
| 19 |
+
opt1_ttfs_dta_decay0.70,opt1_ttfs_temporal.py,70687c3a0e15c4f8,8,2,--ttfs --dta --dta-decay 0.70,,2,False,32,16,100,18,1.389575970660355,0.5817843866171004,1.0317563504883738,0.5833333333333334,0.5871212121212122,150486.88447398192,2.161304235458374,39.1,2026-08-21T20:09:13.933213+00:00,0.03291438125512179,0.04655951217693441,0.04734895728966769,0.05596701384467237,0.05713453341056319,0.047985,"[0.03291438125512179, 0.04655951217693441, 0.04734895728966769, 0.05596701384467237, 0.05713453341056319]",,,,,
|
| 20 |
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opt1_ttfs_dta_decay0.70,opt1_ttfs_temporal.py,70687c3a0e15c4f8,8,2,--ttfs --dta --dta-decay 0.70,,2,False,32,16,100,19,1.4239773032390495,0.5817843866171004,1.4096195914528586,0.5681818181818182,0.5871212121212122,150592.940469457,2.1608147621154785,41.3,2026-08-21T20:09:16.122700+00:00,0.032847272780011684,0.04713306334965369,0.046860071227831,0.05520710370996419,0.05729285211247556,0.047868,"[0.032847272780011684, 0.04713306334965369, 0.046860071227831, 0.05520710370996419, 0.05729285211247556]",1,139.47,0.08371,95.0,5410.0
|
| 21 |
+
opt1_ttfs_dta_decay0.70,opt1_ttfs_temporal.py,70687c3a0e15c4f8,8,2,--ttfs --dta --dta-decay 0.70,,2,False,32,16,100,20,1.484054832210328,0.6022304832713755,1.0782247203769106,0.571969696969697,0.5871212121212122,150906.89635180993,2.1558263301849365,43.5,2026-08-21T20:09:18.307680+00:00,0.032759400194182116,0.04749189755495857,0.04700038625913508,0.055598400314064586,0.056940812398405635,0.047958,"[0.032759400194182116, 0.04749189755495857, 0.04700038625913508, 0.055598400314064586, 0.056940812398405635]",,,,,
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| 22 |
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opt1_ttfs_dta_decay0.70,opt1_ttfs_temporal.py,70687c3a0e15c4f8,8,2,--ttfs --dta --dta-decay 0.70,,2,False,32,16,100,21,1.4271824138315194,0.5353159851301115,0.9220859426440615,0.5946969696969697,0.5946969696969697,150692.27531108598,2.146883249282837,45.6,2026-08-21T20:09:20.480841+00:00,0.032856662702911044,0.0471657172721975,0.04666822206448106,0.05636749131714597,0.056546845637700134,0.047921,"[0.032856662702911044, 0.0471657172721975, 0.04666822206448106, 0.05636749131714597, 0.056546845637700134]",,,,,
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| 23 |
+
opt1_ttfs_dta_decay0.70,opt1_ttfs_temporal.py,70687c3a0e15c4f8,8,2,--ttfs --dta --dta-decay 0.70,,2,False,32,16,100,22,1.298122409551117,0.5910780669144982,0.9119655544107611,0.625,0.625,151532.346719457,2.150606632232666,47.8,2026-08-21T20:09:22.668553+00:00,0.033025224857470566,0.0475688508766539,0.046892683733912074,0.055974870920181274,0.056257998899501914,0.047944,"[0.033025224857470566, 0.0475688508766539, 0.046892683733912074, 0.055974870920181274, 0.056257998899501914]",1,131.77,0.07872,95.5,5410.0
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| 24 |
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opt1_ttfs_dta_decay0.70,opt1_ttfs_temporal.py,70687c3a0e15c4f8,8,2,--ttfs --dta --dta-decay 0.70,,2,False,32,16,100,23,1.2529592682437827,0.6133828996282528,0.9288013992887555,0.6022727272727273,0.625,151352.65964366516,2.141387701034546,49.9,2026-08-21T20:09:24.840734+00:00,0.03294027421404334,0.04773755262003226,0.046895021244007,0.0545975160511101,0.05636520749505829,0.047707,"[0.03294027421404334, 0.04773755262003226, 0.046895021244007, 0.0545975160511101, 0.05636520749505829]",,,,,
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| 25 |
+
opt1_ttfs_dta_decay0.70,opt1_ttfs_temporal.py,70687c3a0e15c4f8,8,2,--ttfs --dta --dta-decay 0.70,,2,False,32,16,100,24,1.2064338421732963,0.6319702602230484,0.967590306744431,0.5757575757575758,0.625,150701.63150452488,2.1530542373657227,52.1,2026-08-21T20:09:27.023551+00:00,0.03309521955602309,0.0471110826029497,0.04643370912355535,0.054014247129945195,0.05627239473602351,0.047385,"[0.03309521955602309, 0.0471110826029497, 0.04643370912355535, 0.054014247129945195, 0.05627239473602351]",1,125.65,0.07515,95.0,5410.0
|
| 26 |
+
opt1_ttfs_dta_decay0.70,opt1_ttfs_temporal.py,70687c3a0e15c4f8,8,2,--ttfs --dta --dta-decay 0.70,,2,False,32,16,100,25,1.2897783229785338,0.6486988847583643,0.9572583545338024,0.6022727272727273,0.625,150724.0482183258,2.1497690677642822,54.2,2026-08-21T20:09:29.201937+00:00,0.0331326817326686,0.047364592333050334,0.046048959826721865,0.05311888061902102,0.05591907768565066,0.047117,"[0.0331326817326686, 0.047364592333050334, 0.046048959826721865, 0.05311888061902102, 0.05591907768565066]",,,,,
|
| 27 |
+
opt1_ttfs_dta_decay0.70,opt1_ttfs_temporal.py,70687c3a0e15c4f8,8,2,--ttfs --dta --dta-decay 0.70,,2,False,32,16,100,26,1.3203192714421723,0.5892193308550185,0.9666558251236425,0.5795454545454546,0.625,148457.0038178733,2.153400421142578,56.4,2026-08-21T20:09:31.382983+00:00,0.03214480311555021,0.047342132996110356,0.045912874095580154,0.05235785925213028,0.05583782976164537,0.046719,"[0.03214480311555021, 0.047342132996110356, 0.045912874095580154, 0.05235785925213028, 0.05583782976164537]",1,132.72,0.07939,88.0,5410.0
|
| 28 |
+
opt1_ttfs_dta_decay0.70,opt1_ttfs_temporal.py,70687c3a0e15c4f8,8,2,--ttfs --dta --dta-decay 0.70,,2,False,32,16,100,27,1.271778439500518,0.6115241635687733,0.9480302369955814,0.6022727272727273,0.625,148202.57395361993,2.1444108486175537,58.5,2026-08-21T20:09:33.554627+00:00,0.031965406063724965,0.04765344454961665,0.04564395831788287,0.051896497826365864,0.0554496111238704,0.046522,"[0.031965406063724965, 0.04765344454961665, 0.04564395831788287, 0.051896497826365864, 0.0554496111238704]",,,,,
|
| 29 |
+
opt1_ttfs_dta_decay0.70,opt1_ttfs_temporal.py,70687c3a0e15c4f8,8,2,--ttfs --dta --dta-decay 0.70,,2,False,32,16,100,28,1.2075899992290482,0.6226765799256505,0.8885087497306593,0.5795454545454546,0.625,149027.83738687783,2.141869306564331,60.6,2026-08-21T20:09:35.723273+00:00,0.03205783709007151,0.04829554237863597,0.04580501992912853,0.05091712492353776,0.05570093235548805,0.046555,"[0.03205783709007151, 0.04829554237863597, 0.04580501992912853, 0.05091712492353776, 0.05570093235548805]",,,,,
|
| 30 |
+
opt1_ttfs_dta_decay0.70,opt1_ttfs_temporal.py,70687c3a0e15c4f8,8,2,--ttfs --dta --dta-decay 0.70,,2,False,32,16,100,29,1.1932356127132713,0.6319702602230484,0.8970780914480035,0.6022727272727273,0.625,149607.69881221722,2.156785726547241,62.8,2026-08-21T20:09:37.906932+00:00,0.03217836294104071,0.048588818048729616,0.04614124731982455,0.049757803187650794,0.055121512535740345,0.046358,"[0.03217836294104071, 0.048588818048729616, 0.04614124731982455, 0.049757803187650794, 0.055121512535740345]",1,125.58,0.07524,95.0,5410.0
|
| 31 |
+
opt1_ttfs_dta_decay0.70,opt1_ttfs_temporal.py,70687c3a0e15c4f8,8,2,--ttfs --dta --dta-decay 0.70,,2,False,32,16,100,30,1.1854230847943672,0.6728624535315985,0.9166852289980109,0.6098484848484849,0.625,149227.83865950227,2.1444647312164307,64.9,2026-08-21T20:09:40.077978+00:00,0.03222707943881259,0.048348718706299275,0.04579158127307892,0.04940630736596444,0.05501573664300582,0.046158,"[0.03222707943881259, 0.048348718706299275, 0.04579158127307892, 0.04940630736596444, 0.05501573664300582]",,,,,
|
| 32 |
+
opt1_ttfs_dta_decay0.70,opt1_ttfs_temporal.py,70687c3a0e15c4f8,8,2,--ttfs --dta --dta-decay 0.70,,2,False,32,16,100,31,1.121811776356183,0.6802973977695167,0.8690569084702116,0.6401515151515151,0.6401515151515151,148807.60308257918,2.152451992034912,67.1,2026-08-21T20:09:42.257914+00:00,0.032180111636133754,0.04824263668235611,0.04573091842672404,0.048036710304372454,0.05511566098122036,0.045861,"[0.032180111636133754, 0.04824263668235611, 0.04573091842672404, 0.048036710304372454, 0.05511566098122036]",1,133.06,0.07956,95.0,5410.0
|
| 33 |
+
opt1_ttfs_dta_decay0.70,opt1_ttfs_temporal.py,70687c3a0e15c4f8,8,2,--ttfs --dta --dta-decay 0.70,,2,False,32,16,100,32,1.16860512286757,0.654275092936803,0.9253873301274849,0.5946969696969697,0.6401515151515151,148671.61128393665,2.1533703804016113,69.2,2026-08-21T20:09:44.443268+00:00,0.032289147157879436,0.04811491137918304,0.045577045530080795,0.046892404556274414,0.055107582798775506,0.045596,"[0.032289147157879436, 0.04811491137918304, 0.045577045530080795, 0.046892404556274414, 0.055107582798775506]",,,,,
|
| 34 |
+
opt1_ttfs_dta_decay0.70,opt1_ttfs_temporal.py,70687c3a0e15c4f8,8,2,--ttfs --dta --dta-decay 0.70,,2,False,32,16,100,33,1.279941700648198,0.6356877323420075,1.0409601746183452,0.5643939393939394,0.6401515151515151,148672.0123020362,2.15425443649292,71.4,2026-08-21T20:09:46.624318+00:00,0.03213804456240991,0.048438208068118375,0.04554538384956472,0.04685079788460451,0.05514888859847013,0.045624,"[0.03213804456240991, 0.048438208068118375, 0.04554538384956472, 0.04685079788460451, 0.05514888859847013]",1,134.73,0.08062,89.0,5410.0
|
| 35 |
+
opt1_ttfs_dta_decay0.70,opt1_ttfs_temporal.py,70687c3a0e15c4f8,8,2,--ttfs --dta --dta-decay 0.70,,2,False,32,16,100,34,1.1991285821319069,0.6821561338289963,1.0618609930529739,0.5833333333333334,0.6401515151515151,149947.24066742082,2.138329267501831,73.5,2026-08-21T20:09:48.788791+00:00,0.032170281690709734,0.049487123813699276,0.04598376899957657,0.0459407649057753,0.054806377081310045,0.045678,"[0.032170281690709734, 0.049487123813699276, 0.04598376899957657, 0.0459407649057753, 0.054806377081310045]",,,,,
|
| 36 |
+
opt1_ttfs_dta_decay0.70,opt1_ttfs_temporal.py,70687c3a0e15c4f8,8,2,--ttfs --dta --dta-decay 0.70,,2,False,32,16,100,35,1.1637651858276594,0.6840148698884758,0.9130330374746611,0.6287878787878788,0.6401515151515151,147768.44386312217,2.1351399421691895,75.7,2026-08-21T20:09:50.950589+00:00,0.03212882359238232,0.04823126797290409,0.04485884988132645,0.04456508006243145,0.05420855717623935,0.044799,"[0.03212882359238232, 0.04823126797290409, 0.04485884988132645, 0.04456508006243145, 0.05420855717623935]",,,,,
|
| 37 |
+
opt1_ttfs_dta_decay0.70,opt1_ttfs_temporal.py,70687c3a0e15c4f8,8,2,--ttfs --dta --dta-decay 0.70,,2,False,32,16,100,36,1.1640736445175228,0.671003717472119,0.9023672703540686,0.6174242424242424,0.6401515151515151,146840.7044683258,2.1531052589416504,77.8,2026-08-21T20:09:53.135424+00:00,0.03223847575923976,0.04742652791387895,0.04458281025290489,0.043252193095052946,0.054567639222916436,0.044414,"[0.03223847575923976, 0.04742652791387895, 0.04458281025290489, 0.043252193095052946, 0.054567639222916436]",1,127.54,0.07628,95.0,5410.0
|
| 38 |
+
opt1_ttfs_dta_decay0.70,opt1_ttfs_temporal.py,70687c3a0e15c4f8,8,2,--ttfs --dta --dta-decay 0.70,,2,False,32,16,100,37,1.105070893649275,0.671003717472119,0.8333193551410328,0.6439393939393939,0.6439393939393939,147151.73161764705,2.1473207473754883,80.0,2026-08-21T20:09:55.310948+00:00,0.03245737754246768,0.047686459387049955,0.044119342504178774,0.04189100642414654,0.054665664758752376,0.044164,"[0.03245737754246768, 0.047686459387049955, 0.044119342504178774, 0.04189100642414654, 0.054665664758752376]",,,,,
|
| 39 |
+
opt1_ttfs_dta_decay0.70,opt1_ttfs_temporal.py,70687c3a0e15c4f8,8,2,--ttfs --dta --dta-decay 0.70,,2,False,32,16,100,38,1.1223385927845555,0.6821561338289963,0.8031450654521133,0.6704545454545454,0.6704545454545454,146750.52531108598,2.1525380611419678,82.1,2026-08-21T20:09:57.498900+00:00,0.03229707063120954,0.04771921783685684,0.04412437756271923,0.04111866280436516,0.05457103975555476,0.043966,"[0.03229707063120954, 0.04771921783685684, 0.04412437756271923, 0.04111866280436516, 0.05457103975555476]",1,136.36,0.08153,96.5,5410.0
|
| 40 |
+
opt1_ttfs_dta_decay0.70,opt1_ttfs_temporal.py,70687c3a0e15c4f8,8,2,--ttfs --dta --dta-decay 0.70,,2,False,32,16,100,39,1.1155914125832482,0.6728624535315985,0.8635969992839929,0.6212121212121212,0.6704545454545454,147787.56773190043,2.149564743041992,84.3,2026-08-21T20:09:59.680045+00:00,0.032375566880492604,0.04855946758214165,0.04409765780848615,0.04117373661959872,0.05434500579448307,0.04411,"[0.032375566880492604, 0.04855946758214165, 0.04409765780848615, 0.04117373661959872, 0.05434500579448307]",,,,,
|
| 41 |
+
opt1_ttfs_dta_decay0.70,opt1_ttfs_temporal.py,70687c3a0e15c4f8,8,2,--ttfs --dta --dta-decay 0.70,,2,False,32,16,100,40,1.116058186970679,0.6988847583643123,0.8919239098375494,0.6136363636363636,0.6704545454545454,147480.28916855203,2.1613450050354004,86.4,2026-08-21T20:10:01.867929+00:00,0.032314677010564244,0.04841798741151305,0.044048881925204224,0.04113722395370988,0.054238487911574984,0.044031,"[0.032314677010564244, 0.04841798741151305, 0.044048881925204224, 0.04113722395370988, 0.054238487911574984]",,,,,
|
| 42 |
+
opt1_ttfs_dta_decay0.70,opt1_ttfs_temporal.py,70687c3a0e15c4f8,8,2,--ttfs --dta --dta-decay 0.70,,2,False,32,16,100,41,1.1439901120600646,0.6635687732342007,0.882886164116137,0.6439393939393939,0.6704545454545454,154543.66303733032,2.159302234649658,88.6,2026-08-21T20:10:04.053005+00:00,0.035934638889396894,0.04808978539179353,0.04375689476728439,0.04089544494362438,0.05432203149094301,0.0446,"[0.035934638889396894, 0.04808978539179353, 0.04375689476728439, 0.04089544494362438, 0.05432203149094301]",1,137.13,0.08225,90.0,5410.0
|
| 43 |
+
opt1_ttfs_dta_decay0.70,opt1_ttfs_temporal.py,70687c3a0e15c4f8,8,2,--ttfs --dta --dta-decay 0.70,,2,False,32,16,100,42,1.0507478811483844,0.7211895910780669,0.9113811976981886,0.6022727272727273,0.6704545454545454,157893.30783371042,2.1505632400512695,90.8,2026-08-21T20:10:06.230583+00:00,0.0372866343925981,0.0484399173189612,0.04403861940783613,0.040897594874396044,0.054221727392252755,0.044977,"[0.0372866343925981, 0.0484399173189612, 0.04403861940783613, 0.040897594874396044, 0.054221727392252755]",,,,,
|
| 44 |
+
opt1_ttfs_dta_decay0.70,opt1_ttfs_temporal.py,70687c3a0e15c4f8,8,2,--ttfs --dta --dta-decay 0.70,,2,False,32,16,100,43,1.0508969206792271,0.7007434944237918,0.8810115763635347,0.6439393939393939,0.6704545454545454,160226.81391402715,2.157853841781616,92.9,2026-08-21T20:10:08.417250+00:00,0.0378946412135573,0.049597611541257185,0.04393858922755017,0.040126474902910346,0.053978760452831495,0.045107,"[0.0378946412135573, 0.049597611541257185, 0.04393858922755017, 0.040126474902910346, 0.053978760452831495]",1,142.47,0.0854,94.5,5410.0
|
| 45 |
+
opt1_ttfs_dta_decay0.70,opt1_ttfs_temporal.py,70687c3a0e15c4f8,8,2,--ttfs --dta --dta-decay 0.70,,2,False,32,16,100,44,1.0483815727623864,0.70817843866171,0.83152620900761,0.6439393939393939,0.6704545454545454,158586.17208710406,2.1497223377227783,95.1,2026-08-21T20:10:10.595930+00:00,0.03757274873992976,0.04888253461788682,0.043810077449854684,0.03899129808825605,0.05402702246518696,0.044657,"[0.03757274873992976, 0.04888253461788682, 0.043810077449854684, 0.03899129808825605, 0.05402702246518696]",,,,,
|
| 46 |
+
opt1_ttfs_dta_decay0.70,opt1_ttfs_temporal.py,70687c3a0e15c4f8,8,2,--ttfs --dta --dta-decay 0.70,,2,False,32,16,100,45,1.0729005062004005,0.7174721189591078,0.7972171595602324,0.6742424242424242,0.6742424242424242,158287.2784219457,2.161710739135742,97.2,2026-08-21T20:10:12.784282+00:00,0.03752991820082945,0.04869299031355802,0.043898877413833845,0.03854369919966249,0.054245633894906324,0.044582,"[0.03752991820082945, 0.04869299031355802, 0.043898877413833845, 0.03854369919966249, 0.054245633894906324]",1,129.22,0.07759,96.0,5410.0
|
| 47 |
+
opt1_ttfs_dta_decay0.70,opt1_ttfs_temporal.py,70687c3a0e15c4f8,8,2,--ttfs --dta --dta-decay 0.70,,2,False,32,16,100,46,1.047671029115698,0.7193308550185874,0.8010522325833639,0.6439393939393939,0.6742424242424242,157894.49476809957,2.1531453132629395,99.4,2026-08-21T20:10:14.969583+00:00,0.03746318948619506,0.04859029063407112,0.04381226353785571,0.03776789807221469,0.05448266294072656,0.044423,"[0.03746318948619506, 0.04859029063407112, 0.04381226353785571, 0.03776789807221469, 0.05448266294072656]",,,,,
|
| 48 |
+
opt1_ttfs_dta_decay0.70,opt1_ttfs_temporal.py,70687c3a0e15c4f8,8,2,--ttfs --dta --dta-decay 0.70,,2,False,32,16,100,47,1.0154418573060444,0.7509293680297398,0.8568355838457743,0.6174242424242424,0.6742424242424242,157452.30571266968,2.153700351715088,101.5,2026-08-21T20:10:17.150529+00:00,0.03734226064646945,0.048634938457432914,0.04357541593558648,0.03692692233359113,0.05436121409430223,0.044168,"[0.03734226064646945, 0.048634938457432914, 0.04357541593558648, 0.03692692233359113, 0.05436121409430223]",1,145.93,0.0873,94.5,5410.0
|
| 49 |
+
opt1_ttfs_dta_decay0.70,opt1_ttfs_temporal.py,70687c3a0e15c4f8,8,2,--ttfs --dta --dta-decay 0.70,,2,False,32,16,100,48,1.043210181604974,0.7397769516728625,0.8167018619450656,0.6325757575757576,0.6742424242424242,157934.9584276018,2.15649151802063,103.7,2026-08-21T20:10:19.335127+00:00,0.037396740825737226,0.0490463590797256,0.04355438776752528,0.03655118539052851,0.05402757468469003,0.044115,"[0.037396740825737226, 0.0490463590797256, 0.04355438776752528, 0.03655118539052851, 0.05402757468469003]",,,,,
|
| 50 |
+
opt1_ttfs_dta_decay0.70,opt1_ttfs_temporal.py,70687c3a0e15c4f8,8,2,--ttfs --dta --dta-decay 0.70,,2,False,32,16,100,49,1.0203348287419316,0.7286245353159851,0.8285405202345415,0.6363636363636364,0.6742424242424242,158041.58243778278,2.1676928997039795,105.9,2026-08-21T20:10:21.529508+00:00,0.03752946020925746,0.048991795629262924,0.04335656674469218,0.03646408919902409,0.054105301332824374,0.044089,"[0.03752946020925746, 0.048991795629262924, 0.04335656674469218, 0.03646408919902409, 0.054105301332824374]",,,,,
|
| 51 |
+
opt1_ttfs_dta_decay0.70,opt1_ttfs_temporal.py,70687c3a0e15c4f8,8,2,--ttfs --dta --dta-decay 0.70,,2,False,32,16,100,50,1.0636384145921047,0.6951672862453532,0.8961584748643817,0.6136363636363636,0.6742424242424242,157871.35237556562,2.161756753921509,108.0,2026-08-21T20:10:23.720400+00:00,0.03739118115866885,0.048852375105899924,0.043744640972684413,0.03694377225988051,0.054058800067971736,0.044198,"[0.03739118115866885, 0.048852375105899924, 0.043744640972684413, 0.03694377225988051, 0.054058800067971736]",1,130.22,0.0782,95.5,5410.0
|
| 52 |
+
opt1_ttfs_dta_decay0.70,opt1_ttfs_temporal.py,70687c3a0e15c4f8,8,2,--ttfs --dta --dta-decay 0.70,,2,False,32,16,100,51,1.027009760136941,0.7490706319702602,0.8412273833245942,0.6515151515151515,0.6742424242424242,156270.7840780543,2.161980390548706,110.2,2026-08-21T20:10:25.908493+00:00,0.037030374959987754,0.048149320789996314,0.04359250997795778,0.036736859556506664,0.05408130849108977,0.043918,"[0.037030374959987754, 0.048149320789996314, 0.04359250997795778, 0.036736859556506664, 0.05408130849108977]",,,,,
|
| 53 |
+
opt1_ttfs_dta_decay0.70,opt1_ttfs_temporal.py,70687c3a0e15c4f8,8,2,--ttfs --dta --dta-decay 0.70,,2,False,32,16,100,52,0.9884713688747591,0.7360594795539034,0.8319965077169014,0.6363636363636364,0.6742424242424242,156839.1118495475,2.169233560562134,112.3,2026-08-21T20:10:28.105124+00:00,0.037541572004556656,0.04790692864095464,0.04335490679916214,0.03579836207277635,0.053839532548890394,0.043688,"[0.037541572004556656, 0.04790692864095464, 0.04335490679916214, 0.03579836207277635, 0.053839532548890394]",1,129.67,0.07813,95.0,5410.0
|
| 54 |
+
opt1_ttfs_dta_decay0.70,opt1_ttfs_temporal.py,70687c3a0e15c4f8,8,2,--ttfs --dta --dta-decay 0.70,,2,False,32,16,100,53,0.9586286544799805,0.7788104089219331,0.8334921092698069,0.6439393939393939,0.6742424242424242,156890.33201357466,2.1699037551879883,114.5,2026-08-21T20:10:30.301507+00:00,0.03761713206768036,0.04788042626836721,0.04332214221358299,0.03533384181997355,0.053670167046434736,0.043565,"[0.03761713206768036, 0.04788042626836721, 0.04332214221358299, 0.03533384181997355, 0.053670167046434736]",,,,,
|
| 55 |
+
opt1_ttfs_dta_decay0.70,opt1_ttfs_temporal.py,70687c3a0e15c4f8,8,2,--ttfs --dta --dta-decay 0.70,,2,False,32,16,100,54,0.9682375533873264,0.7565055762081785,0.8564423304615598,0.6212121212121212,0.6742424242424242,158007.55797511313,2.1716573238372803,116.7,2026-08-21T20:10:32.501552+00:00,0.037885945947731245,0.0482882839791915,0.04358794342945604,0.035239719292696786,0.05352282633676248,0.043705,"[0.037885945947731245, 0.0482882839791915, 0.04358794342945604, 0.035239719292696786, 0.05352282633676248]",1,115.25,0.06952,98.0,5410.0
|
| 56 |
+
opt1_ttfs_dta_decay0.70,opt1_ttfs_temporal.py,70687c3a0e15c4f8,8,2,--ttfs --dta --dta-decay 0.70,,2,False,32,16,100,55,1.0045036954950666,0.7565055762081785,0.8016634565411191,0.6515151515151515,0.6742424242424242,157348.2641402715,2.1685495376586914,118.9,2026-08-21T20:10:34.697112+00:00,0.0374511182308197,0.04859222690848743,0.04351643933092847,0.035046578549286896,0.05312033282483325,0.043545,"[0.0374511182308197, 0.04859222690848743, 0.04351643933092847, 0.035046578549286896, 0.05312033282483325]",,,,,
|
| 57 |
+
opt1_ttfs_dta_decay0.70,opt1_ttfs_temporal.py,70687c3a0e15c4f8,8,2,--ttfs --dta --dta-decay 0.70,,2,False,32,16,100,56,0.9260553697671146,0.8178438661710037,0.7761464859500076,0.6666666666666666,0.6742424242424242,158160.65936085975,2.166626453399658,121.0,2026-08-21T20:10:36.894498+00:00,0.038140577428481155,0.048174979932167954,0.04329329531858949,0.03443549989777453,0.05325426139375743,0.04346,"[0.038140577428481155, 0.048174979932167954, 0.04329329531858949, 0.03443549989777453, 0.05325426139375743]",,,,,
|
| 58 |
+
opt1_ttfs_dta_decay0.70,opt1_ttfs_temporal.py,70687c3a0e15c4f8,8,2,--ttfs --dta --dta-decay 0.70,,2,False,32,16,100,57,0.9095411438037915,0.7955390334572491,0.7512966069308195,0.6893939393939394,0.6893939393939394,160099.33738687783,2.1860218048095703,123.2,2026-08-21T20:10:39.106344+00:00,0.038899344118202436,0.04856358841061592,0.0432056889814489,0.0343240107245305,0.05331374310395297,0.043661,"[0.038899344118202436, 0.04856358841061592, 0.0432056889814489, 0.0343240107245305, 0.05331374310395297]",1,129.83,0.07884,95.5,5410.0
|
| 59 |
+
opt1_ttfs_dta_decay0.70,opt1_ttfs_temporal.py,70687c3a0e15c4f8,8,2,--ttfs --dta --dta-decay 0.70,,2,False,32,16,100,58,0.9466256089370046,0.7899628252788105,0.7889222863948706,0.6856060606060606,0.6893939393939394,160147.00749434388,2.174236297607422,125.4,2026-08-21T20:10:41.313862+00:00,0.03918759415254874,0.04804043493726674,0.0432986075825551,0.03390535734155599,0.05305613884154488,0.043498,"[0.03918759415254874, 0.04804043493726674, 0.0432986075825551, 0.03390535734155599, 0.05305613884154488]",,,,,
|
| 60 |
+
opt1_ttfs_dta_decay0.70,opt1_ttfs_temporal.py,70687c3a0e15c4f8,8,2,--ttfs --dta --dta-decay 0.70,,2,False,32,16,100,59,0.9279427439749905,0.7881040892193308,0.8456838419943145,0.6477272727272727,0.6893939393939394,159450.74095022623,2.1729533672332764,127.6,2026-08-21T20:10:43.513611+00:00,0.03909369141739957,0.047649475143236274,0.04311543352463666,0.03396575810278163,0.05290132432299502,0.043345,"[0.03909369141739957, 0.047649475143236274, 0.04311543352463666, 0.03396575810278163, 0.05290132432299502]",1,123.68,0.07465,95.0,5410.0
|
| 61 |
+
opt1_ttfs_dta_decay0.70,opt1_ttfs_temporal.py,70687c3a0e15c4f8,8,2,--ttfs --dta --dta-decay 0.70,,2,False,32,16,100,60,0.8956388780175532,0.8141263940520446,0.8399611819874157,0.6590909090909091,0.6893939393939394,158630.8116515837,2.1659626960754395,129.7,2026-08-21T20:10:45.707192+00:00,0.03877304647775257,0.04765435527352726,0.04284421354532242,0.03388902829850421,0.052858499481397515,0.043204,"[0.03877304647775257, 0.04765435527352726, 0.04284421354532242, 0.03388902829850421, 0.052858499481397515]",,,,,
|
| 62 |
+
opt1_ttfs_dta_decay0.70,opt1_ttfs_temporal.py,70687c3a0e15c4f8,8,2,--ttfs --dta --dta-decay 0.70,,2,False,32,16,100,61,0.8931545533212144,0.8141263940520446,0.7988543347878889,0.6818181818181818,0.6893939393939394,159230.3776866516,2.169412612915039,131.9,2026-08-21T20:10:47.902284+00:00,0.03878985060488477,0.04810044958310969,0.04311778089579414,0.03353417730506729,0.05281512242029695,0.043271,"[0.03878985060488477, 0.04810044958310969, 0.04311778089579414, 0.03353417730506729, 0.05281512242029695]",1,110.39,0.06652,96.0,5410.0
|
| 63 |
+
opt1_ttfs_dta_decay0.70,opt1_ttfs_temporal.py,70687c3a0e15c4f8,8,2,--ttfs --dta --dta-decay 0.70,,2,False,32,16,100,62,0.9681389571122521,0.7732342007434945,0.7951999071872595,0.6893939393939394,0.6893939393939394,159966.9650735294,2.180312156677246,134.1,2026-08-21T20:10:50.111594+00:00,0.03864771105787333,0.04890928307876868,0.043384033967466915,0.03387915386873133,0.05302774424062056,0.04357,"[0.03864771105787333, 0.04890928307876868, 0.043384033967466915, 0.03387915386873133, 0.05302774424062056]",,,,,
|
| 64 |
+
opt1_ttfs_dta_decay0.70,opt1_ttfs_temporal.py,70687c3a0e15c4f8,8,2,--ttfs --dta --dta-decay 0.70,,2,False,32,16,100,63,0.9675138820945995,0.775092936802974,0.8465813398361206,0.6553030303030303,0.6893939393939394,160132.4988687783,2.174635171890259,136.2,2026-08-21T20:10:52.312279+00:00,0.038757280391805315,0.04934118819587371,0.042254564078415144,0.03444721484008957,0.05309806588818045,0.04358,"[0.038757280391805315, 0.04934118819587371, 0.042254564078415144, 0.03444721484008957, 0.05309806588818045]",1,129.18,0.07803,96.0,5410.0
|
| 65 |
+
opt1_ttfs_dta_decay0.70,opt1_ttfs_temporal.py,70687c3a0e15c4f8,8,2,--ttfs --dta --dta-decay 0.70,,2,False,32,16,100,64,1.1466588109842464,0.7044609665427509,0.8766824693390818,0.6287878787878788,0.6893939393939394,162510.20955882352,2.1692049503326416,138.4,2026-08-21T20:10:54.509096+00:00,0.04042457219432382,0.04909412036923801,0.04055172621327288,0.034689526785822475,0.053248565205756354,0.043602,"[0.04042457219432382, 0.04909412036923801, 0.04055172621327288, 0.034689526785822475, 0.053248565205756354]",,,,,
|
| 66 |
+
opt1_ttfs_dta_decay0.70,opt1_ttfs_temporal.py,70687c3a0e15c4f8,8,2,--ttfs --dta --dta-decay 0.70,,2,False,32,16,100,65,1.1302689034699507,0.7137546468401487,0.8559508251421379,0.6628787878787878,0.6893939393939394,161677.32055995477,2.17045521736145,140.6,2026-08-21T20:10:56.705317+00:00,0.04088874117416494,0.04810458750409238,0.03859733329976306,0.03662557965692352,0.05351476546596078,0.043546,"[0.04088874117416494, 0.04810458750409238, 0.03859733329976306, 0.03662557965692352, 0.05351476546596078]",,,,,
|
| 67 |
+
opt1_ttfs_dta_decay0.70,opt1_ttfs_temporal.py,70687c3a0e15c4f8,8,2,--ttfs --dta --dta-decay 0.70,,2,False,32,16,100,66,1.084609773522416,0.7546468401486989,0.9323031270142758,0.6515151515151515,0.6893939393939394,159508.3249434389,2.1735591888427734,142.8,2026-08-21T20:10:58.905919+00:00,0.04077331393080599,0.046899410950786924,0.036976690458900785,0.03806665474001099,0.05322072304346982,0.043187,"[0.04077331393080599, 0.046899410950786924, 0.036976690458900785, 0.03806665474001099, 0.05322072304346982]",1,126.09,0.07613,96.5,5410.0
|
| 68 |
+
opt1_ttfs_dta_decay0.70,opt1_ttfs_temporal.py,70687c3a0e15c4f8,8,2,--ttfs --dta --dta-decay 0.70,,2,False,32,16,100,67,1.092405274898146,0.7304832713754646,0.9066547173442263,0.6628787878787878,0.6893939393939394,157273.08328619908,2.173140525817871,144.9,2026-08-21T20:11:01.105545+00:00,0.039988144355661726,0.04654676795882337,0.03684383937541176,0.03695798029794412,0.052747010308153486,0.042617,"[0.039988144355661726, 0.04654676795882337, 0.03684383937541176, 0.03695798029794412, 0.052747010308153486]",,,,,
|
| 69 |
+
opt1_ttfs_dta_decay0.70,opt1_ttfs_temporal.py,70687c3a0e15c4f8,8,2,--ttfs --dta --dta-decay 0.70,,2,False,32,16,100,68,1.0524503564302805,0.7639405204460966,0.8064421487577034,0.6856060606060606,0.6893939393939394,154490.8126414027,2.184976816177368,147.1,2026-08-21T20:11:03.317204+00:00,0.039311937111265516,0.04509987988892723,0.037192225017968344,0.036768927293665266,0.05215328099096522,0.042105,"[0.039311937111265516, 0.04509987988892723, 0.037192225017968344, 0.036768927293665266, 0.05215328099096522]",1,127.79,0.07756,95.5,5410.0
|
| 70 |
+
opt1_ttfs_dta_decay0.70,opt1_ttfs_temporal.py,70687c3a0e15c4f8,8,2,--ttfs --dta --dta-decay 0.70,,2,False,32,16,100,69,0.9844013084709423,0.7713754646840149,0.8818603790167606,0.6553030303030303,0.6893939393939394,153090.95998303167,2.175102472305298,149.3,2026-08-21T20:11:05.518147+00:00,0.03867213559501311,0.045012909919023514,0.03710969931939069,0.037355767234283334,0.05208639449932996,0.042047,"[0.03867213559501311, 0.045012909919023514, 0.03710969931939069, 0.037355767234283334, 0.05208639449932996]",,,,,
|
| 71 |
+
opt1_ttfs_dta_decay0.70,opt1_ttfs_temporal.py,70687c3a0e15c4f8,8,2,--ttfs --dta --dta-decay 0.70,,2,False,32,16,100,70,1.0010602660338674,0.7527881040892194,0.8860741925962043,0.6477272727272727,0.6893939393939394,151889.1374434389,2.1802778244018555,151.5,2026-08-21T20:11:07.728478+00:00,0.03974600771770758,0.04225996158578817,0.03637427244992817,0.03596116733901641,0.052226571694893,0.041314,"[0.03974600771770758, 0.04225996158578817, 0.03637427244992817, 0.03596116733901641, 0.052226571694893]",,,,,
|
| 72 |
+
opt1_ttfs_dta_decay0.70,opt1_ttfs_temporal.py,70687c3a0e15c4f8,8,2,--ttfs --dta --dta-decay 0.70,,2,False,32,16,100,71,0.9491533366720916,0.7657992565055762,0.9027260505791866,0.6401515151515151,0.6893939393939394,154217.18962104074,2.1937460899353027,153.7,2026-08-21T20:11:09.950046+00:00,0.041560064562979865,0.04100060638259439,0.03623143758843927,0.035362078643897,0.0519383806077873,0.041219,"[0.041560064562979865, 0.04100060638259439, 0.03623143758843927, 0.035362078643897, 0.0519383806077873]",1,123.74,0.0754,94.5,5410.0
|
| 73 |
+
opt1_ttfs_dta_decay0.70,opt1_ttfs_temporal.py,70687c3a0e15c4f8,8,2,--ttfs --dta --dta-decay 0.70,,2,False,32,16,100,72,0.9319352423391377,0.8085501858736059,0.9390781901099465,0.625,0.6893939393939394,151667.13716063346,2.1807572841644287,155.8,2026-08-21T20:11:12.157697+00:00,0.04088426227955257,0.04022556236561607,0.0359017522457768,0.03425835489350207,0.05162314172176754,0.040579,"[0.04088426227955257, 0.04022556236561607, 0.0359017522457768, 0.03425835489350207, 0.05162314172176754]",,,,,
|
| 74 |
+
opt1_ttfs_dta_decay0.70,opt1_ttfs_temporal.py,70687c3a0e15c4f8,8,2,--ttfs --dta --dta-decay 0.70,,2,False,32,16,100,73,0.9323023218647698,0.7973977695167286,0.8517903703631777,0.6704545454545454,0.6893939393939394,152414.63376696833,2.1873910427093506,158.0,2026-08-21T20:11:14.373700+00:00,0.04103205944685375,0.0404770507970277,0.03624859474161092,0.03421694566221798,0.051308317000375074,0.040657,"[0.04103205944685375, 0.0404770507970277, 0.03624859474161092, 0.03421694566221798, 0.051308317000375074]",1,138.35,0.08406,94.0,5410.0
|
| 75 |
+
opt1_ttfs_dta_decay0.70,opt1_ttfs_temporal.py,70687c3a0e15c4f8,8,2,--ttfs --dta --dta-decay 0.70,,2,False,32,16,100,74,0.8968210628041547,0.8048327137546468,0.7907934839075262,0.6856060606060606,0.6893939393939394,154419.76159502263,2.1758129596710205,160.2,2026-08-21T20:11:16.577376+00:00,0.041826015228734297,0.04070150326280033,0.03635385084678145,0.03458933072055087,0.051397729445906246,0.040974,"[0.041826015228734297, 0.04070150326280033, 0.03635385084678145, 0.03458933072055087, 0.051397729445906246]",,,,,
|
| 76 |
+
opt1_ttfs_dta_decay0.70,opt1_ttfs_temporal.py,70687c3a0e15c4f8,8,2,--ttfs --dta --dta-decay 0.70,,2,False,32,16,100,75,0.9537100065153328,0.7973977695167286,0.8496027065045906,0.6666666666666666,0.6893939393939394,153617.14408936654,2.1735403537750244,162.4,2026-08-21T20:11:18.779847+00:00,0.04133429159136379,0.041066576452816236,0.03605330034213908,0.0346160864128786,0.051381020642378754,0.04089,"[0.04133429159136379, 0.041066576452816236, 0.03605330034213908, 0.0346160864128786, 0.051381020642378754]",1,139.1,0.08398,95.0,5410.0
|
| 77 |
+
opt1_ttfs_dta_decay0.70,opt1_ttfs_temporal.py,70687c3a0e15c4f8,8,2,--ttfs --dta --dta-decay 0.70,,2,False,32,16,100,76,0.912505127683448,0.7992565055762082,0.8190883109063813,0.6590909090909091,0.6893939393939394,154008.78690610858,2.1813747882843018,164.6,2026-08-21T20:11:20.987648+00:00,0.04132128331591101,0.04143207476419561,0.036174672053140754,0.034397462930749446,0.05146551351336872,0.040958,"[0.04132128331591101, 0.04143207476419561, 0.036174672053140754, 0.034397462930749446, 0.05146551351336872]",,,,,
|
| 78 |
+
opt1_ttfs_dta_decay0.70,opt1_ttfs_temporal.py,70687c3a0e15c4f8,8,2,--ttfs --dta --dta-decay 0.70,,2,False,32,16,100,77,0.8963636560954126,0.8271375464684015,0.8120560104196722,0.6628787878787878,0.6893939393939394,155064.78068438914,2.184654474258423,166.7,2026-08-21T20:11:23.200516+00:00,0.04166222780066378,0.041764903594465816,0.036209670717225355,0.03421400158720858,0.05118258735712837,0.041007,"[0.04166222780066378, 0.041764903594465816, 0.036209670717225355, 0.03421400158720858, 0.05118258735712837]",1,88.02,0.05341,94.5,5410.0
|
| 79 |
+
opt1_ttfs_dta_decay0.70,opt1_ttfs_temporal.py,70687c3a0e15c4f8,8,2,--ttfs --dta --dta-decay 0.70,,2,False,32,16,100,78,0.9198328114796749,0.8197026022304833,0.8070001674420906,0.6893939393939394,0.6893939393939394,154982.4963235294,2.1769840717315674,168.9,2026-08-21T20:11:25.415597+00:00,0.0415092334151268,0.04197579644182149,0.036251021001268834,0.03418353243785746,0.05115146562457085,0.041014,"[0.0415092334151268, 0.04197579644182149, 0.036251021001268834, 0.03418353243785746, 0.05115146562457085]",,,,,
|
| 80 |
+
opt1_ttfs_dta_decay0.70,opt1_ttfs_temporal.py,70687c3a0e15c4f8,8,2,--ttfs --dta --dta-decay 0.70,,2,False,32,16,100,79,0.8935539230538123,0.828996282527881,0.7935694564472545,0.696969696969697,0.696969696969697,153961.0613687783,2.173870325088501,171.1,2026-08-21T20:11:27.617660+00:00,0.04120448385091389,0.04173568154082579,0.03603881224989891,0.03403507852379013,0.051171764731407166,0.040837,"[0.04120448385091389, 0.04173568154082579, 0.03603881224989891, 0.03403507852379013, 0.051171764731407166]",,,,,
|
| 81 |
+
opt1_ttfs_dta_decay0.70,opt1_ttfs_temporal.py,70687c3a0e15c4f8,8,2,--ttfs --dta --dta-decay 0.70,,2,False,32,16,100,80,0.8814536780672889,0.828996282527881,0.8032215960098036,0.6818181818181818,0.696969696969697,153549.20135746605,2.181889772415161,173.3,2026-08-21T20:11:29.832407+00:00,0.041092415723730534,0.041781553450752705,0.03564914951429648,0.03388540578239104,0.05104691535234451,0.040691,"[0.041092415723730534, 0.041781553450752705, 0.03564914951429648, 0.03388540578239104, 0.05104691535234451]",1,122.11,0.07401,94.5,5410.0
|
| 82 |
+
opt1_ttfs_dta_decay0.70,opt1_ttfs_temporal.py,70687c3a0e15c4f8,8,2,--ttfs --dta --dta-decay 0.70,,2,False,32,16,100,81,0.8818539365516719,0.8252788104089219,0.8095757509722854,0.678030303030303,0.696969696969697,154779.00890837103,2.1811888217926025,175.5,2026-08-21T20:11:32.040580+00:00,0.04160692126435392,0.04197801255127963,0.03552489464773851,0.033977170858313054,0.050793798969072455,0.040776,"[0.04160692126435392, 0.04197801255127963, 0.03552489464773851, 0.033977170858313054, 0.050793798969072455]",,,,,
|
| 83 |
+
opt1_ttfs_dta_decay0.70,opt1_ttfs_temporal.py,70687c3a0e15c4f8,8,2,--ttfs --dta --dta-decay 0.70,,2,False,32,16,100,82,0.8203376649037613,0.8680297397769516,0.8152581146269133,0.678030303030303,0.696969696969697,155211.11283936654,2.179051399230957,177.6,2026-08-21T20:11:34.249217+00:00,0.04203450789346414,0.04155442228212076,0.035496931303949916,0.03393357926431824,0.05078535833779503,0.040761,"[0.04203450789346414, 0.04155442228212076, 0.035496931303949916, 0.03393357926431824, 0.05078535833779503]",1,124.15,0.07515,95.5,5410.0
|
| 84 |
+
opt1_ttfs_dta_decay0.70,opt1_ttfs_temporal.py,70687c3a0e15c4f8,8,2,--ttfs --dta --dta-decay 0.70,,2,False,32,16,100,83,0.872141244686226,0.8234200743494424,0.7821848853067919,0.6931818181818182,0.696969696969697,155892.00947398192,2.177417516708374,179.8,2026-08-21T20:11:36.455172+00:00,0.04218880174791112,0.04188045618288657,0.035494497593711406,0.03407044117065037,0.05063703393234926,0.040854,"[0.04218880174791112, 0.04188045618288657, 0.035494497593711406, 0.03407044117065037, 0.05063703393234926]",,,,,
|
| 85 |
+
opt1_ttfs_dta_decay0.70,opt1_ttfs_temporal.py,70687c3a0e15c4f8,8,2,--ttfs --dta --dta-decay 0.70,,2,False,32,16,100,84,0.8783341167584671,0.8364312267657993,0.8450257434989467,0.6515151515151515,0.696969696969697,155513.7007918552,2.1814889907836914,182.0,2026-08-21T20:11:38.662733+00:00,0.04199743731056943,0.04197486227049547,0.03538782763130525,0.033918450860416186,0.0506208256325301,0.04078,"[0.04199743731056943, 0.04197486227049547, 0.03538782763130525, 0.033918450860416186, 0.0506208256325301]",1,103.34,0.06262,95.0,5410.0
|
| 86 |
+
opt1_ttfs_dta_decay0.70,opt1_ttfs_temporal.py,70687c3a0e15c4f8,8,2,--ttfs --dta --dta-decay 0.70,,2,False,32,16,100,85,0.8427806086699758,0.8717472118959108,0.8301968610647953,0.6742424242424242,0.696969696969697,155836.03280542986,2.186234951019287,184.2,2026-08-21T20:11:40.876024+00:00,0.04206697883851388,0.04213717579841614,0.03540170192718506,0.033923467511639875,0.050421028671895754,0.04079,"[0.04206697883851388, 0.04213717579841614, 0.03540170192718506, 0.033923467511639875, 0.050421028671895754]",,,,,
|
| 87 |
+
opt1_ttfs_dta_decay0.70,opt1_ttfs_temporal.py,70687c3a0e15c4f8,8,2,--ttfs --dta --dta-decay 0.70,,2,False,32,16,100,86,0.8456307357128668,0.8475836431226765,0.795180385762995,0.6893939393939394,0.696969696969697,155771.0438348416,2.1766610145568848,186.4,2026-08-21T20:11:43.080629+00:00,0.04204409262713264,0.04216607024564462,0.035315913312575394,0.033916393623632544,0.050251783912672716,0.040739,"[0.04204409262713264, 0.04216607024564462, 0.035315913312575394, 0.033916393623632544, 0.050251783912672716]",1,132.66,0.08021,96.0,5410.0
|
| 88 |
+
opt1_ttfs_dta_decay0.70,opt1_ttfs_temporal.py,70687c3a0e15c4f8,8,2,--ttfs --dta --dta-decay 0.70,,2,False,32,16,100,87,0.8425496227236042,0.8568773234200744,0.7907884048693108,0.7045454545454546,0.7045454545454546,155142.71069004523,2.1781301498413086,188.5,2026-08-21T20:11:45.285773+00:00,0.041892927797401655,0.04190954982357867,0.035252919749302024,0.03383676926879322,0.05038938912398675,0.040656,"[0.041892927797401655, 0.04190954982357867, 0.035252919749302024, 0.03383676926879322, 0.05038938912398675]",,,,,
|
| 89 |
+
opt1_ttfs_dta_decay0.70,opt1_ttfs_temporal.py,70687c3a0e15c4f8,8,2,--ttfs --dta --dta-decay 0.70,,2,False,32,16,100,88,0.8290003704315668,0.862453531598513,0.8010085387663408,0.6931818181818182,0.7045454545454546,155112.73897058822,2.1765284538269043,190.7,2026-08-21T20:11:47.495042+00:00,0.04187114712070016,0.04192225372090059,0.035265628467587865,0.03379953937495456,0.050462783259503985,0.040664,"[0.04187114712070016, 0.04192225372090059, 0.035265628467587865, 0.03379953937495456, 0.050462783259503985]",,,,,
|
| 90 |
+
opt1_ttfs_dta_decay0.70,opt1_ttfs_temporal.py,70687c3a0e15c4f8,8,2,--ttfs --dta --dta-decay 0.70,,2,False,32,16,100,89,0.8286224623595029,0.8605947955390335,0.7911733370838743,0.6893939393939394,0.7045454545454546,155576.93014705883,2.183105230331421,192.9,2026-08-21T20:11:49.707280+00:00,0.042052695856374854,0.04201866708257619,0.03524507363052929,0.033748271929867124,0.05044512516435455,0.040702,"[0.042052695856374854, 0.04201866708257619, 0.03524507363052929, 0.033748271929867124, 0.05044512516435455]",1,143.52,0.08703,95.5,5410.0
|
| 91 |
+
opt1_ttfs_dta_decay0.70,opt1_ttfs_temporal.py,70687c3a0e15c4f8,8,2,--ttfs --dta --dta-decay 0.70,,2,False,32,16,100,90,0.8513229531426412,0.8401486988847584,0.7953904831048214,0.7121212121212122,0.7121212121212122,155627.10237556562,2.1857900619506836,195.1,2026-08-21T20:11:51.919407+00:00,0.04206940597471069,0.0420400515636977,0.035244803656550014,0.03368980963440502,0.050507385941112745,0.04071,"[0.04206940597471069, 0.0420400515636977, 0.035244803656550014, 0.03368980963440502, 0.050507385941112745]",,,,,
|
| 92 |
+
opt1_ttfs_dta_decay0.70,opt1_ttfs_temporal.py,70687c3a0e15c4f8,8,2,--ttfs --dta --dta-decay 0.70,,2,False,32,16,100,91,0.8590833077200284,0.8401486988847584,0.7798058462865425,0.7007575757575758,0.7121212121212122,156205.99038461538,2.185136318206787,197.3,2026-08-21T20:11:54.138791+00:00,0.042272399453555834,0.04215437436805052,0.035285818007062465,0.03378081014927696,0.05049186813480714,0.040797,"[0.042272399453555834, 0.04215437436805052, 0.035285818007062465, 0.03378081014927696, 0.05049186813480714]",1,143.79,0.08728,95.5,5410.0
|
| 93 |
+
opt1_ttfs_dta_decay0.70,opt1_ttfs_temporal.py,70687c3a0e15c4f8,8,2,--ttfs --dta --dta-decay 0.70,,2,False,32,16,100,92,0.826609267842814,0.8345724907063197,0.8292400728572499,0.6818181818181818,0.7121212121212122,155655.10067873303,2.1826248168945312,199.5,2026-08-21T20:11:56.350162+00:00,0.04208513984785361,0.04203075170516968,0.035267660065608865,0.033644652541945964,0.05034732402247541,0.040675,"[0.04208513984785361, 0.04203075170516968, 0.035267660065608865, 0.033644652541945964, 0.05034732402247541]",,,,,
|
| 94 |
+
opt1_ttfs_dta_decay0.70,opt1_ttfs_temporal.py,70687c3a0e15c4f8,8,2,--ttfs --dta --dta-decay 0.70,,2,False,32,16,100,93,0.8377925582977919,0.8494423791821561,0.7906608906659213,0.7007575757575758,0.7121212121212122,155642.42859162897,2.1832268238067627,201.6,2026-08-21T20:11:58.561537+00:00,0.042074193849283105,0.04206066841588301,0.03522832669755992,0.03364170079722124,0.05033786485300345,0.040669,"[0.042074193849283105, 0.04206066841588301, 0.03522832669755992, 0.03364170079722124, 0.05033786485300345]",1,142.62,0.08649,91.0,5410.0
|
| 95 |
+
opt1_ttfs_dta_decay0.70,opt1_ttfs_temporal.py,70687c3a0e15c4f8,8,2,--ttfs --dta --dta-decay 0.70,,2,False,32,16,100,94,0.8757477517907948,0.8234200743494424,0.785302943352497,0.7121212121212122,0.7121212121212122,155771.84898190043,2.1882452964782715,203.8,2026-08-21T20:12:00.778109+00:00,0.04216119822333841,0.042049702914322126,0.035159180707791275,0.03358886697713066,0.050537368392243105,0.040699,"[0.04216119822333841, 0.042049702914322126, 0.035159180707791275, 0.03358886697713066, 0.050537368392243105]",,,,,
|
| 96 |
+
opt1_ttfs_dta_decay0.70,opt1_ttfs_temporal.py,70687c3a0e15c4f8,8,2,--ttfs --dta --dta-decay 0.70,,2,False,32,16,100,95,0.8219065005894487,0.8568773234200744,0.8023100061850115,0.6893939393939394,0.7121212121212122,155978.8626979638,2.1876351833343506,206.0,2026-08-21T20:12:02.992802+00:00,0.0422112639336025,0.0421006350832827,0.035238939611350786,0.03365357220172882,0.05033163375714246,0.040707,"[0.0422112639336025, 0.0421006350832827, 0.035238939611350786, 0.03365357220172882, 0.05033163375714246]",,,,,
|
| 97 |
+
opt1_ttfs_dta_decay0.70,opt1_ttfs_temporal.py,70687c3a0e15c4f8,8,2,--ttfs --dta --dta-decay 0.70,,2,False,32,16,100,96,0.854892550347906,0.8271375464684015,0.7787440527569164,0.6893939393939394,0.7121212121212122,155591.80938914025,2.1860527992248535,208.2,2026-08-21T20:12:05.207534+00:00,0.04208817727425519,0.0419784937711323,0.03524013301905464,0.03363745133666431,0.05040972285410937,0.040671,"[0.04208817727425519, 0.0419784937711323, 0.03524013301905464, 0.03363745133666431, 0.05040972285410937]",,,,,
|
| 98 |
+
opt1_ttfs_dta_decay0.70,opt1_ttfs_temporal.py,70687c3a0e15c4f8,8,2,--ttfs --dta --dta-decay 0.70,,2,False,32,16,100,97,0.8109339138832234,0.8568773234200744,0.7824289293000193,0.7196969696969697,0.7196969696969697,155455.1105769231,2.1827468872070312,210.4,2026-08-21T20:12:07.416375+00:00,0.04205427055849748,0.04194055497646332,0.03519962158273248,0.033605237874914616,0.05036731239627389,0.040633,"[0.04205427055849748, 0.04194055497646332, 0.03519962158273248, 0.033605237874914616, 0.05036731239627389]",,,,,
|
| 99 |
+
opt1_ttfs_dta_decay0.70,opt1_ttfs_temporal.py,70687c3a0e15c4f8,8,2,--ttfs --dta --dta-decay 0.70,,2,False,32,16,100,98,0.8210931161079265,0.8643122676579925,0.800631807609038,0.6818181818181818,0.7196969696969697,155776.498020362,2.1794512271881104,212.6,2026-08-21T20:12:09.627916+00:00,0.042158784235225004,0.0420129351756152,0.035224218359764886,0.03370926068986163,0.05034043683725245,0.040689,"[0.042158784235225004, 0.0420129351756152, 0.035224218359764886, 0.03370926068986163, 0.05034043683725245]",1,126.87,0.07681,95.0,5410.0
|
| 100 |
+
opt1_ttfs_dta_decay0.70,opt1_ttfs_temporal.py,70687c3a0e15c4f8,8,2,--ttfs --dta --dta-decay 0.70,,2,False,32,16,100,99,0.8346172688618911,0.8513011152416357,0.7959947044199164,0.7045454545454546,0.7196969696969697,155493.08300339367,2.192014694213867,214.8,2026-08-21T20:12:11.854288+00:00,0.04205809226807426,0.04195986381348442,0.03521422647378024,0.033623485004200655,0.050326075624017155,0.040636,"[0.04205809226807426, 0.04195986381348442, 0.03521422647378024, 0.033623485004200655, 0.050326075624017155]",,,,,
|
| 101 |
+
opt1_ttfs_dta_decay0.70,opt1_ttfs_temporal.py,70687c3a0e15c4f8,8,2,--ttfs --dta --dta-decay 0.70,,2,False,32,16,100,100,0.8525710761768667,0.8475836431226765,0.803228390939308,0.7121212121212122,0.7196969696969697,155314.05048076925,2.1835601329803467,216.9,2026-08-21T20:12:14.064837+00:00,0.04203454492723241,0.041885165388093275,0.035137372639249355,0.03354186498943497,0.050285598372711855,0.040577,"[0.04203454492723241, 0.041885165388093275, 0.035137372639249355, 0.03354186498943497, 0.050285598372711855]",1,113.27,0.0687,95.5,5410.0
|
opt1_ttfs_temporal/opt1_ttfs_dta_decay0.70.epochs.jsonl
ADDED
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| 1 |
+
{"epoch": 1, "train_loss": 3.9026060538664185, "train_acc": 0.23234200743494424, "test_loss": 4.3905126109267725, "test_acc": 0.23484848484848486, "best_acc": 0.23484848484848486, "spike_rates": [0.034960337859742785, 0.042086246916476416, 0.04397634942741955, 0.04466833590584643, 0.04875139957841705], "spikes_per_sample": 146767.51074660633, "wall_time_s": 2.687927007675171, "timestamp": "2026-08-21T20:08:36.942970+00:00"}
|
| 2 |
+
{"epoch": 2, "train_loss": 3.192747642559633, "train_acc": 0.2992565055762082, "test_loss": 4.999866716789477, "test_acc": 0.3371212121212121, "best_acc": 0.3371212121212121, "spike_rates": [0.03471372517592767, 0.04068204344195478, 0.04325646731783362, 0.04716860765919966, 0.05097148435957292], "spikes_per_sample": 144746.4230769231, "wall_time_s": 2.1445810794830322, "timestamp": "2026-08-21T20:08:39.124462+00:00"}
|
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|
| 81 |
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| 82 |
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|
| 83 |
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| 84 |
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| 85 |
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| 86 |
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| 88 |
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| 93 |
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|
| 95 |
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| 96 |
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|
| 97 |
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|
| 98 |
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|
| 99 |
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|
| 100 |
+
{"epoch": 100, "train_loss": 0.8525710761768667, "train_acc": 0.8475836431226765, "test_loss": 0.803228390939308, "test_acc": 0.7121212121212122, "best_acc": 0.7196969696969697, "spike_rates": [0.04203454492723241, 0.041885165388093275, 0.035137372639249355, 0.03354186498943497, 0.050285598372711855], "spikes_per_sample": 155314.05048076925, "wall_time_s": 2.1835601329803467, "timestamp": "2026-08-21T20:12:14.064837+00:00"}
|
opt1_ttfs_temporal/opt1_ttfs_dta_decay0.70.gpu_telemetry.csv
ADDED
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@@ -0,0 +1,143 @@
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| 1 |
+
timestamp,index,utilization.gpu,utilization.memory,memory.used,memory.total,temperature.gpu,power.draw,clocks.sm
|
| 2 |
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opt1_ttfs_temporal/opt1_ttfs_dta_decay0.70.summary.json
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