add run opt1_ttfs_dta_decay0.80
Browse files- opt1_ttfs_temporal/opt1_ttfs_dta_decay0.80.epochs.csv +101 -0
- opt1_ttfs_temporal/opt1_ttfs_dta_decay0.80.epochs.jsonl +100 -0
- opt1_ttfs_temporal/opt1_ttfs_dta_decay0.80.gpu_telemetry.csv +147 -0
- opt1_ttfs_temporal/opt1_ttfs_dta_decay0.80.summary.json +89 -0
- opt1_ttfs_temporal/opt1_ttfs_dta_decay0.80.zip +3 -0
opt1_ttfs_temporal/opt1_ttfs_dta_decay0.80.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
|
| 2 |
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opt1_ttfs_dta_decay0.80,opt1_ttfs_temporal.py,70687c3a0e15c4f8,3,1,--ttfs --dta --dta-decay 0.80,,2,False,32,16,100,1,4.131937888475155,0.25650557620817843,4.828586303826534,0.3371212121212121,0.3371212121212121,144775.55783371042,2.718801259994507,2.7,2026-08-21T08:40:56.082662+00:00,0.03485791231779491,0.04114986693157869,0.04251952688483631,0.044533193549689126,0.04710274277364507,0.042033,"[0.03485791231779491, 0.04114986693157869, 0.04251952688483631, 0.044533193549689126, 0.04710274277364507]",,,,,
|
| 3 |
+
opt1_ttfs_dta_decay0.80,opt1_ttfs_temporal.py,70687c3a0e15c4f8,3,1,--ttfs --dta --dta-decay 0.80,,2,False,32,16,100,2,2.528932434918712,0.36617100371747213,2.9723469560796563,0.35984848484848486,0.35984848484848486,141920.1742081448,2.185565948486328,4.9,2026-08-21T08:40:58.300006+00:00,0.03503943563384168,0.038860382840913886,0.04057332281680668,0.04582850328263115,0.04893602408906993,0.041848,"[0.03503943563384168, 0.038860382840913886, 0.04057332281680668, 0.04582850328263115, 0.04893602408906993]",1,137.64,0.08356,96.0,5410.0
|
| 4 |
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opt1_ttfs_dta_decay0.80,opt1_ttfs_temporal.py,70687c3a0e15c4f8,3,1,--ttfs --dta --dta-decay 0.80,,2,False,32,16,100,3,2.356904519978066,0.3754646840148699,2.057133515675863,0.3939393939393939,0.3939393939393939,146029.83427601808,2.179716110229492,7.1,2026-08-21T08:41:00.515646+00:00,0.035543170045403874,0.04154687243349412,0.04081360732807832,0.04632208803120781,0.05449838782934582,0.043745,"[0.035543170045403874, 0.04154687243349412, 0.04081360732807832, 0.04632208803120781, 0.05449838782934582]",,,,,
|
| 5 |
+
opt1_ttfs_dta_decay0.80,opt1_ttfs_temporal.py,70687c3a0e15c4f8,3,1,--ttfs --dta --dta-decay 0.80,,2,False,32,16,100,4,2.3802577075461917,0.4052044609665427,1.49007468512564,0.4583333333333333,0.4583333333333333,147253.66261312217,2.189423084259033,9.3,2026-08-21T08:41:02.737481+00:00,0.0355397793738281,0.0418753003811135,0.04197623076684335,0.04821512935792699,0.057982190347769684,0.045118,"[0.0355397793738281, 0.0418753003811135, 0.04197623076684335, 0.04821512935792699, 0.057982190347769684]",1,123.32,0.075,95.0,5410.0
|
| 6 |
+
opt1_ttfs_dta_decay0.80,opt1_ttfs_temporal.py,70687c3a0e15c4f8,3,1,--ttfs --dta --dta-decay 0.80,,2,False,32,16,100,5,2.5388300702474376,0.44423791821561337,1.3805191480752192,0.4696969696969697,0.4696969696969697,145641.73246606335,2.187570095062256,11.5,2026-08-21T08:41:04.960288+00:00,0.03530240409514483,0.04025130214936593,0.042487702825490165,0.05064402016646722,0.05827338467626011,0.045392,"[0.03530240409514483, 0.04025130214936593, 0.042487702825490165, 0.05064402016646722, 0.05827338467626011]",,,,,
|
| 7 |
+
opt1_ttfs_dta_decay0.80,opt1_ttfs_temporal.py,70687c3a0e15c4f8,3,1,--ttfs --dta --dta-decay 0.80,,2,False,32,16,100,6,2.52671120069284,0.49814126394052044,1.2933163137146921,0.48863636363636365,0.48863636363636365,144706.52403846153,2.1856672763824463,13.6,2026-08-21T08:41:07.177183+00:00,0.03519439171342289,0.04002661257982254,0.04133617067161728,0.05163583510062274,0.05829459845143206,0.045298,"[0.03519439171342289, 0.04002661257982254, 0.04133617067161728, 0.05163583510062274, 0.05829459845143206]",1,138.51,0.08409,88.0,5410.0
|
| 8 |
+
opt1_ttfs_dta_decay0.80,opt1_ttfs_temporal.py,70687c3a0e15c4f8,3,1,--ttfs --dta --dta-decay 0.80,,2,False,32,16,100,7,1.9963828710818379,0.42936802973977695,1.781734231746558,0.5037878787878788,0.5037878787878788,144359.43113687783,2.192681074142456,15.8,2026-08-21T08:41:09.403403+00:00,0.03513726307188764,0.04018670430078226,0.040496889063540625,0.052010229843504285,0.05771990821642034,0.04511,"[0.03513726307188764, 0.04018670430078226, 0.040496889063540625, 0.052010229843504285, 0.05771990821642034]",,,,,
|
| 9 |
+
opt1_ttfs_dta_decay0.80,opt1_ttfs_temporal.py,70687c3a0e15c4f8,3,1,--ttfs --dta --dta-decay 0.80,,2,False,32,16,100,8,2.132854018512712,0.48141263940520446,1.129787524541219,0.5075757575757576,0.5075757575757576,145378.9338235294,2.1943681240081787,18.0,2026-08-21T08:41:11.629105+00:00,0.03503530560170903,0.040426064282655716,0.042111015275997275,0.05305028619135127,0.05767811922466054,0.04566,"[0.03503530560170903, 0.040426064282655716, 0.042111015275997275, 0.05305028619135127, 0.05767811922466054]",,,,,
|
| 10 |
+
opt1_ttfs_dta_decay0.80,opt1_ttfs_temporal.py,70687c3a0e15c4f8,3,1,--ttfs --dta --dta-decay 0.80,,2,False,32,16,100,9,1.9476202199007056,0.5185873605947955,1.037419561183814,0.5454545454545454,0.5454545454545454,144985.38546380092,2.1995863914489746,20.2,2026-08-21T08:41:13.860829+00:00,0.035054807277286756,0.04030361136092859,0.041389662115012896,0.05358231352532611,0.0579443712006597,0.045655,"[0.035054807277286756, 0.04030361136092859, 0.041389662115012896, 0.05358231352532611, 0.0579443712006597]",1,128.85,0.07873,96.0,5410.0
|
| 11 |
+
opt1_ttfs_dta_decay0.80,opt1_ttfs_temporal.py,70687c3a0e15c4f8,3,1,--ttfs --dta --dta-decay 0.80,,2,False,32,16,100,10,1.9488866160793374,0.5148698884758365,1.1121073925133906,0.5265151515151515,0.5454545454545454,144955.78662330317,2.2061767578125,22.4,2026-08-21T08:41:16.098850+00:00,0.03509601621943362,0.04026679015334915,0.041117764790268505,0.054117475800654465,0.05731774253003737,0.045583,"[0.03509601621943362, 0.04026679015334915, 0.041117764790268505, 0.054117475800654465, 0.05731774253003737]",,,,,
|
| 12 |
+
opt1_ttfs_dta_decay0.80,opt1_ttfs_temporal.py,70687c3a0e15c4f8,3,1,--ttfs --dta --dta-decay 0.80,,2,False,32,16,100,11,1.7456044849409933,0.5464684014869888,1.2113076123324307,0.5416666666666666,0.5454545454545454,145049.74519230772,2.1994385719299316,24.6,2026-08-21T08:41:18.325018+00:00,0.03515660302603946,0.040216339204241246,0.041097390520222044,0.05433359742164612,0.05757557118640227,0.045676,"[0.03515660302603946, 0.040216339204241246, 0.041097390520222044, 0.05433359742164612, 0.05757557118640227]",1,126.52,0.0773,95.5,5410.0
|
| 13 |
+
opt1_ttfs_dta_decay0.80,opt1_ttfs_temporal.py,70687c3a0e15c4f8,3,1,--ttfs --dta --dta-decay 0.80,,2,False,32,16,100,12,1.6457648733734642,0.5371747211895911,0.9711489099444766,0.5681818181818182,0.5681818181818182,144622.2787047511,2.2010576725006104,26.8,2026-08-21T08:41:20.552441+00:00,0.0352178535917226,0.040194058242966145,0.040101172292933744,0.054257920559714824,0.05753317804020994,0.045461,"[0.0352178535917226, 0.040194058242966145, 0.040101172292933744, 0.054257920559714824, 0.05753317804020994]",,,,,
|
| 14 |
+
opt1_ttfs_dta_decay0.80,opt1_ttfs_temporal.py,70687c3a0e15c4f8,3,1,--ttfs --dta --dta-decay 0.80,,2,False,32,16,100,13,1.6483233998699258,0.533457249070632,1.0208535772381406,0.5795454545454546,0.5795454545454546,145128.10548642534,2.2142317295074463,29.1,2026-08-21T08:41:22.800312+00:00,0.035387072712183,0.040265195509966684,0.0402443021097604,0.05427486339912695,0.05742191304178799,0.045519,"[0.035387072712183, 0.040265195509966684, 0.0402443021097604, 0.05427486339912695, 0.05742191304178799]",1,111.1,0.06833,98.0,5410.0
|
| 15 |
+
opt1_ttfs_dta_decay0.80,opt1_ttfs_temporal.py,70687c3a0e15c4f8,3,1,--ttfs --dta --dta-decay 0.80,,2,False,32,16,100,14,1.4825970825209493,0.5855018587360595,1.1435886043490786,0.5227272727272727,0.5795454545454546,144783.404270362,2.2272675037384033,31.3,2026-08-21T08:41:25.059815+00:00,0.03543108811273294,0.040215421906288934,0.03950197249650955,0.054313942351761985,0.05733101617764024,0.045359,"[0.03543108811273294, 0.040215421906288934, 0.03950197249650955, 0.054313942351761985, 0.05733101617764024]",,,,,
|
| 16 |
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opt1_ttfs_dta_decay0.80,opt1_ttfs_temporal.py,70687c3a0e15c4f8,3,1,--ttfs --dta --dta-decay 0.80,,2,False,32,16,100,15,1.4803852955204846,0.5743494423791822,0.963596730521231,0.571969696969697,0.5795454545454546,145302.29256221722,2.2251248359680176,33.5,2026-08-21T08:41:27.313660+00:00,0.03534288353779737,0.040703859837616194,0.03997699938276235,0.05388517962659106,0.0571904248174499,0.04542,"[0.03534288353779737, 0.040703859837616194, 0.03997699938276235, 0.05388517962659106, 0.0571904248174499]",1,142.97,0.08837,95.0,5410.0
|
| 17 |
+
opt1_ttfs_dta_decay0.80,opt1_ttfs_temporal.py,70687c3a0e15c4f8,3,1,--ttfs --dta --dta-decay 0.80,,2,False,32,16,100,16,1.5253348687324382,0.5483271375464684,1.0269400495471377,0.5568181818181818,0.5795454545454546,146260.91091628958,2.231112003326416,35.7,2026-08-21T08:41:29.571774+00:00,0.035382508355028486,0.04095842711189214,0.04100282512166921,0.05443460056010414,0.05703711202915977,0.045763,"[0.035382508355028486, 0.04095842711189214, 0.04100282512166921, 0.05443460056010414, 0.05703711202915977]",,,,,
|
| 18 |
+
opt1_ttfs_dta_decay0.80,opt1_ttfs_temporal.py,70687c3a0e15c4f8,3,1,--ttfs --dta --dta-decay 0.80,,2,False,32,16,100,17,1.3981018771026215,0.5947955390334573,1.0842197663856274,0.5454545454545454,0.5795454545454546,143045.56957013573,2.2458226680755615,38.0,2026-08-21T08:41:31.845262+00:00,0.03431635722517967,0.04094547383925494,0.03935921082601828,0.05364670801688643,0.05692973075544133,0.045039,"[0.03431635722517967, 0.04094547383925494, 0.03935921082601828, 0.05364670801688643, 0.05692973075544133]",,,,,
|
| 19 |
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opt1_ttfs_dta_decay0.80,opt1_ttfs_temporal.py,70687c3a0e15c4f8,3,1,--ttfs --dta --dta-decay 0.80,,2,False,32,16,100,18,1.3441080883089938,0.5650557620817844,1.1097415830149795,0.571969696969697,0.5795454545454546,141989.4079468326,2.2476797103881836,40.2,2026-08-21T08:41:34.120924+00:00,0.034268975696142984,0.04072423629900988,0.03891854273045764,0.049891041482196134,0.05674524451879894,0.04411,"[0.034268975696142984, 0.04072423629900988, 0.03891854273045764, 0.049891041482196134, 0.05674524451879894]",1,130.61,0.08155,96.0,5410.0
|
| 20 |
+
opt1_ttfs_dta_decay0.80,opt1_ttfs_temporal.py,70687c3a0e15c4f8,3,1,--ttfs --dta --dta-decay 0.80,,2,False,32,16,100,19,1.3472536966260038,0.5966542750929368,0.9173554832285101,0.5681818181818182,0.5795454545454546,146959.85449660633,2.2620227336883545,42.5,2026-08-21T08:41:36.410926+00:00,0.036812694414573556,0.04105386159875814,0.03860264622113284,0.04580007427755524,0.05577805484918987,0.043609,"[0.036812694414573556, 0.04105386159875814, 0.03860264622113284, 0.04580007427755524, 0.05577805484918987]",,,,,
|
| 21 |
+
opt1_ttfs_dta_decay0.80,opt1_ttfs_temporal.py,70687c3a0e15c4f8,3,1,--ttfs --dta --dta-decay 0.80,,2,False,32,16,100,20,1.3530681470069743,0.6171003717472119,0.97682160319704,0.5795454545454546,0.5795454545454546,152270.5938914027,2.262108325958252,44.8,2026-08-21T08:41:38.700804+00:00,0.03744000043062603,0.04380679546910174,0.04009756708846373,0.04825084042899749,0.0562085632015677,0.045161,"[0.03744000043062603, 0.04380679546910174, 0.04009756708846373, 0.04825084042899749, 0.0562085632015677]",1,120.33,0.07561,95.0,5410.0
|
| 22 |
+
opt1_ttfs_dta_decay0.80,opt1_ttfs_temporal.py,70687c3a0e15c4f8,3,1,--ttfs --dta --dta-decay 0.80,,2,False,32,16,100,21,1.3126418457598492,0.5799256505576208,1.0171079129883738,0.5833333333333334,0.5833333333333334,151576.6221719457,2.26119327545166,47.0,2026-08-21T08:41:40.988829+00:00,0.036640999071738296,0.04431433712734895,0.04078722043949015,0.048895450856755764,0.056622656390947455,0.045452,"[0.036640999071738296, 0.04431433712734895, 0.04078722043949015, 0.048895450856755764, 0.056622656390947455]",,,,,
|
| 23 |
+
opt1_ttfs_dta_decay0.80,opt1_ttfs_temporal.py,70687c3a0e15c4f8,3,1,--ttfs --dta --dta-decay 0.80,,2,False,32,16,100,22,1.2636486717316298,0.6096654275092936,0.8930844827131792,0.625,0.625,150456.97214366516,2.2735443115234375,49.3,2026-08-21T08:41:43.294015+00:00,0.03656195673872443,0.04393578539876377,0.040023498675402475,0.04771326044026543,0.056429349543417204,0.044933,"[0.03656195673872443, 0.04393578539876377, 0.040023498675402475, 0.04771326044026543, 0.056429349543417204]",2,64.94,0.04102,95.0,2705.0
|
| 24 |
+
opt1_ttfs_dta_decay0.80,opt1_ttfs_temporal.py,70687c3a0e15c4f8,3,1,--ttfs --dta --dta-decay 0.80,,2,False,32,16,100,23,1.2204486401993988,0.6431226765799256,0.9296983480453491,0.6287878787878788,0.6287878787878788,149923.438489819,2.29410457611084,51.6,2026-08-21T08:41:45.618809+00:00,0.0364413717213799,0.04379169204655815,0.03992315469419255,0.04714101903578814,0.056192286093445384,0.044698,"[0.0364413717213799, 0.04379169204655815, 0.03992315469419255, 0.04714101903578814, 0.056192286093445384]",,,,,
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| 25 |
+
opt1_ttfs_dta_decay0.80,opt1_ttfs_temporal.py,70687c3a0e15c4f8,3,1,--ttfs --dta --dta-decay 0.80,,2,False,32,16,100,24,1.2155757278314754,0.637546468401487,1.0011695009289365,0.5606060606060606,0.6287878787878788,148791.39663461538,2.3057851791381836,53.9,2026-08-21T08:41:47.957296+00:00,0.036611316616044325,0.0425723271773142,0.039918475729577685,0.045596536029787624,0.055587596095660156,0.044057,"[0.036611316616044325, 0.0425723271773142, 0.039918475729577685, 0.045596536029787624, 0.055587596095660156]",,,,,
|
| 26 |
+
opt1_ttfs_dta_decay0.80,opt1_ttfs_temporal.py,70687c3a0e15c4f8,3,1,--ttfs --dta --dta-decay 0.80,,2,False,32,16,100,25,1.2169678512559061,0.6431226765799256,0.9065714171438506,0.6022727272727273,0.6287878787878788,148630.66756221722,2.3133366107940674,56.2,2026-08-21T08:41:50.296893+00:00,0.03671608536558993,0.04238687017384697,0.04001772557111347,0.04379020346438184,0.05543440405060263,0.043669,"[0.03671608536558993, 0.04238687017384697, 0.04001772557111347, 0.04379020346438184, 0.05543440405060263]",1,154.34,0.09918,98.0,5410.0
|
| 27 |
+
opt1_ttfs_dta_decay0.80,opt1_ttfs_temporal.py,70687c3a0e15c4f8,3,1,--ttfs --dta --dta-decay 0.80,,2,False,32,16,100,26,1.2385768761865268,0.6003717472118959,0.790826602415605,0.6590909090909091,0.6590909090909091,148657.30387443438,2.3244802951812744,58.5,2026-08-21T08:41:52.649118+00:00,0.03670639413244584,0.04250964675756062,0.04021828753106734,0.042376120300853956,0.05524080378167769,0.04341,"[0.03670639413244584, 0.04250964675756062, 0.04021828753106734, 0.042376120300853956, 0.05524080378167769]",,,,,
|
| 28 |
+
opt1_ttfs_dta_decay0.80,opt1_ttfs_temporal.py,70687c3a0e15c4f8,3,1,--ttfs --dta --dta-decay 0.80,,2,False,32,16,100,27,1.2865636747565854,0.6412639405204461,0.9748962702173175,0.5681818181818182,0.6590909090909091,147859.71875,2.3436923027038574,60.9,2026-08-21T08:41:55.024559+00:00,0.03640977665781975,0.04214457510148778,0.04068587172557326,0.042112167048103666,0.05484046765110072,0.043239,"[0.03640977665781975, 0.04214457510148778, 0.04068587172557326, 0.042112167048103666, 0.05484046765110072]",1,129.24,0.08414,95.5,5410.0
|
| 29 |
+
opt1_ttfs_dta_decay0.80,opt1_ttfs_temporal.py,70687c3a0e15c4f8,3,1,--ttfs --dta --dta-decay 0.80,,2,False,32,16,100,28,1.2767814838753313,0.6245353159851301,1.0508385914744753,0.571969696969697,0.6590909090909091,148086.06716628958,2.3372890949249268,63.2,2026-08-21T08:41:57.388756+00:00,0.036585398456629586,0.041827977580182696,0.04086608154808774,0.04284507014295634,0.05477625657530392,0.04338,"[0.036585398456629586, 0.041827977580182696, 0.04086608154808774, 0.04284507014295634, 0.05477625657530392]",,,,,
|
| 30 |
+
opt1_ttfs_dta_decay0.80,opt1_ttfs_temporal.py,70687c3a0e15c4f8,3,1,--ttfs --dta --dta-decay 0.80,,2,False,32,16,100,29,1.2290875752176051,0.6319702602230484,0.9538845094767484,0.5833333333333334,0.6590909090909091,148526.82296380092,2.340296745300293,65.5,2026-08-21T08:41:59.756398+00:00,0.036772065741174365,0.04204392805695534,0.04093642204123385,0.041243640596375745,0.054272077758522594,0.043054,"[0.036772065741174365, 0.04204392805695534, 0.04093642204123385, 0.041243640596375745, 0.054272077758522594]",1,132.93,0.08642,96.0,5410.0
|
| 31 |
+
opt1_ttfs_dta_decay0.80,opt1_ttfs_temporal.py,70687c3a0e15c4f8,3,1,--ttfs --dta --dta-decay 0.80,,2,False,32,16,100,30,1.1727992699491934,0.6784386617100372,0.8673489166028572,0.6287878787878788,0.6590909090909091,148760.46097285068,2.3389179706573486,67.9,2026-08-21T08:42:02.122763+00:00,0.03683213100713842,0.04241082795402583,0.04078655887176009,0.03972829089445226,0.054289287065758425,0.042809,"[0.03683213100713842, 0.04241082795402583, 0.04078655887176009, 0.03972829089445226, 0.054289287065758425]",,,,,
|
| 32 |
+
opt1_ttfs_dta_decay0.80,opt1_ttfs_temporal.py,70687c3a0e15c4f8,3,1,--ttfs --dta --dta-decay 0.80,,2,False,32,16,100,31,1.152323331974696,0.6933085501858736,0.8237638473510742,0.6553030303030303,0.6590909090909091,147878.79058257918,2.336150884628296,70.2,2026-08-21T08:42:04.486642+00:00,0.036699506070683986,0.04198829742038951,0.04056443536982817,0.03937897546326413,0.05450430841130369,0.042627,"[0.036699506070683986, 0.04198829742038951, 0.04056443536982817, 0.03937897546326413, 0.05450430841130369]",1,139.31,0.0904,95.0,5410.0
|
| 33 |
+
opt1_ttfs_dta_decay0.80,opt1_ttfs_temporal.py,70687c3a0e15c4f8,3,1,--ttfs --dta --dta-decay 0.80,,2,False,32,16,100,32,1.1433353760871745,0.6691449814126395,0.9658184105699713,0.5984848484848485,0.6590909090909091,147507.53945135747,2.3018221855163574,72.5,2026-08-21T08:42:06.816186+00:00,0.036685875233481914,0.04129642664509661,0.041439424323685026,0.03880035723833477,0.0544931577409015,0.042543,"[0.036685875233481914, 0.04129642664509661, 0.041439424323685026, 0.03880035723833477, 0.0544931577409015]",,,,,
|
| 34 |
+
opt1_ttfs_dta_decay0.80,opt1_ttfs_temporal.py,70687c3a0e15c4f8,3,1,--ttfs --dta --dta-decay 0.80,,2,False,32,16,100,33,1.1189195493783206,0.6970260223048327,0.8520284529888269,0.6477272727272727,0.6590909090909091,147336.9373585973,2.2942824363708496,74.8,2026-08-21T08:42:09.136937+00:00,0.03670583007966771,0.041290106799672634,0.041343201170949376,0.03764249406316701,0.05405229264322449,0.042207,"[0.03670583007966771, 0.041290106799672634, 0.041343201170949376, 0.03764249406316701, 0.05405229264322449]",1,126.14,0.08039,96.5,5410.0
|
| 35 |
+
opt1_ttfs_dta_decay0.80,opt1_ttfs_temporal.py,70687c3a0e15c4f8,3,1,--ttfs --dta --dta-decay 0.80,,2,False,32,16,100,34,1.10897398172258,0.7044609665427509,0.8060741749676791,0.6401515151515151,0.6590909090909091,146355.8758484163,2.2819883823394775,77.1,2026-08-21T08:42:11.445737+00:00,0.03679469052483054,0.04059824632371173,0.04096178513239412,0.03581026569008827,0.05382998725947212,0.041599,"[0.03679469052483054, 0.04059824632371173, 0.04096178513239412, 0.03581026569008827, 0.05382998725947212]",,,,,
|
| 36 |
+
opt1_ttfs_dta_decay0.80,opt1_ttfs_temporal.py,70687c3a0e15c4f8,3,1,--ttfs --dta --dta-decay 0.80,,2,False,32,16,100,35,1.07408412415742,0.724907063197026,0.8391843528458567,0.6212121212121212,0.6590909090909091,148073.43283371042,2.288250684738159,79.4,2026-08-21T08:42:13.760039+00:00,0.038149758077719635,0.03979243995512233,0.0400705168790677,0.03722922087592237,0.054076492567272746,0.041864,"[0.038149758077719635, 0.03979243995512233, 0.0400705168790677, 0.03722922087592237, 0.054076492567272746]",1,145.35,0.09239,95.5,5410.0
|
| 37 |
+
opt1_ttfs_dta_decay0.80,opt1_ttfs_temporal.py,70687c3a0e15c4f8,3,1,--ttfs --dta --dta-decay 0.80,,2,False,32,16,100,36,1.158038190749498,0.6654275092936803,0.7992125568967877,0.6628787878787878,0.6628787878787878,146744.12160633484,2.2778711318969727,81.7,2026-08-21T08:42:16.064547+00:00,0.03771251220913494,0.03971985902856378,0.03911026764441939,0.038500426665825004,0.054149040842757505,0.041838,"[0.03771251220913494, 0.03971985902856378, 0.03911026764441939, 0.038500426665825004, 0.054149040842757505]",,,,,
|
| 38 |
+
opt1_ttfs_dta_decay0.80,opt1_ttfs_temporal.py,70687c3a0e15c4f8,3,1,--ttfs --dta --dta-decay 0.80,,2,False,32,16,100,37,1.1682257470588258,0.6765799256505576,0.7930114558248809,0.6401515151515151,0.6628787878787878,146970.30147058822,2.2709789276123047,83.9,2026-08-21T08:42:18.367998+00:00,0.037613029208253414,0.04024066754123744,0.03881696808864089,0.03884184952167904,0.05387143111404251,0.041877,"[0.037613029208253414, 0.04024066754123744, 0.03881696808864089, 0.03884184952167904, 0.05387143111404251]",1,113.87,0.07183,98.0,5410.0
|
| 39 |
+
opt1_ttfs_dta_decay0.80,opt1_ttfs_temporal.py,70687c3a0e15c4f8,3,1,--ttfs --dta --dta-decay 0.80,,2,False,32,16,100,38,1.127955141563841,0.7118959107806692,0.8711848547964385,0.6136363636363636,0.6628787878787878,146718.69824660633,2.2602431774139404,86.2,2026-08-21T08:42:20.654457+00:00,0.03758374535862137,0.04004198707201902,0.038767700905309004,0.03915878670180545,0.05416797627420986,0.041944,"[0.03758374535862137, 0.04004198707201902, 0.038767700905309004, 0.03915878670180545, 0.05416797627420986]",,,,,
|
| 40 |
+
opt1_ttfs_dta_decay0.80,opt1_ttfs_temporal.py,70687c3a0e15c4f8,3,1,--ttfs --dta --dta-decay 0.80,,2,False,32,16,100,39,1.1170556119826647,0.6858736059479554,1.0157914197806157,0.5833333333333334,0.6628787878787878,146517.27333144797,2.2611031532287598,88.5,2026-08-21T08:42:22.943671+00:00,0.03768622261636397,0.03981824263053782,0.03878883119015133,0.03768935909166055,0.05414362098364269,0.041625,"[0.03768622261636397, 0.03981824263053782, 0.03878883119015133, 0.03768935909166055, 0.05414362098364269]",,,,,
|
| 41 |
+
opt1_ttfs_dta_decay0.80,opt1_ttfs_temporal.py,70687c3a0e15c4f8,3,1,--ttfs --dta --dta-decay 0.80,,2,False,32,16,100,40,1.0764863384700618,0.7174721189591078,0.8335915478793058,0.6363636363636364,0.6628787878787878,146515.2953902715,2.2525506019592285,90.7,2026-08-21T08:42:25.226327+00:00,0.03788072813083144,0.0396313430631862,0.03902174861115568,0.03516782688743928,0.053469731308081574,0.041034,"[0.03788072813083144, 0.0396313430631862, 0.03902174861115568, 0.03516782688743928, 0.053469731308081574]",1,127.83,0.07998,96.5,5410.0
|
| 42 |
+
opt1_ttfs_dta_decay0.80,opt1_ttfs_temporal.py,70687c3a0e15c4f8,3,1,--ttfs --dta --dta-decay 0.80,,2,False,32,16,100,41,1.0228515451282374,0.7230483271375465,0.8311088410290804,0.6553030303030303,0.6628787878787878,146536.60831447964,2.2498950958251953,93.0,2026-08-21T08:42:27.502536+00:00,0.03780649317538037,0.039670626906787645,0.039496159290566164,0.03429165482521057,0.05370365346179289,0.040994,"[0.03780649317538037, 0.039670626906787645, 0.039496159290566164, 0.03429165482521057, 0.05370365346179289]",,,,,
|
| 43 |
+
opt1_ttfs_dta_decay0.80,opt1_ttfs_temporal.py,70687c3a0e15c4f8,3,1,--ttfs --dta --dta-decay 0.80,,2,False,32,16,100,42,1.0429657819545846,0.7174721189591078,0.8418480609402512,0.6515151515151515,0.6628787878787878,145965.05260180993,2.2518470287323,95.2,2026-08-21T08:42:29.780287+00:00,0.037772403701263314,0.03951375537058886,0.039171157733482474,0.03303668406956336,0.05361974743359229,0.040623,"[0.037772403701263314, 0.03951375537058886, 0.039171157733482474, 0.03303668406956336, 0.05361974743359229]",1,115.84,0.07246,95.0,5410.0
|
| 44 |
+
opt1_ttfs_dta_decay0.80,opt1_ttfs_temporal.py,70687c3a0e15c4f8,3,1,--ttfs --dta --dta-decay 0.80,,2,False,32,16,100,43,1.0522045380120828,0.7156133828996283,0.7517565524939335,0.7045454545454546,0.7045454545454546,146318.76117081448,2.252314329147339,97.5,2026-08-21T08:42:32.058979+00:00,0.03785844936090357,0.03953773550250951,0.03932141841334455,0.03354801544371773,0.053901931380524355,0.040834,"[0.03785844936090357, 0.03953773550250951, 0.03932141841334455, 0.03354801544371773, 0.053901931380524355]",,,,,
|
| 45 |
+
opt1_ttfs_dta_decay0.80,opt1_ttfs_temporal.py,70687c3a0e15c4f8,3,1,--ttfs --dta --dta-decay 0.80,,2,False,32,16,100,44,1.0431296851998368,0.7304832713754646,0.7810792236617117,0.6742424242424242,0.7045454545454546,145528.9054015837,2.2456045150756836,99.7,2026-08-21T08:42:34.335242+00:00,0.03774546196355539,0.039144313948995924,0.03907946979298311,0.03344920102287741,0.053832489997148514,0.04065,"[0.03774546196355539, 0.039144313948995924, 0.03907946979298311, 0.03344920102287741, 0.053832489997148514]",1,141.62,0.08834,95.5,5410.0
|
| 46 |
+
opt1_ttfs_dta_decay0.80,opt1_ttfs_temporal.py,70687c3a0e15c4f8,3,1,--ttfs --dta --dta-decay 0.80,,2,False,32,16,100,45,1.0318089993912933,0.7509293680297398,0.8152917497085802,0.6666666666666666,0.7045454545454546,145816.4375,2.250537872314453,102.0,2026-08-21T08:42:36.621294+00:00,0.03786693403826041,0.03929145064424066,0.0389385346104117,0.033096723477630055,0.053660794216043806,0.040571,"[0.03786693403826041, 0.03929145064424066, 0.0389385346104117, 0.033096723477630055, 0.053660794216043806]",,,,,
|
| 47 |
+
opt1_ttfs_dta_decay0.80,opt1_ttfs_temporal.py,70687c3a0e15c4f8,3,1,--ttfs --dta --dta-decay 0.80,,2,False,32,16,100,46,0.9943539743972977,0.7806691449814126,0.7211431120381211,0.7234848484848485,0.7234848484848485,146310.52064479637,2.2445621490478516,104.2,2026-08-21T08:42:38.891301+00:00,0.03793701748637592,0.03956256456234876,0.03906221227610812,0.03308825589278165,0.05354982285815127,0.04064,"[0.03793701748637592, 0.03956256456234876, 0.03906221227610812, 0.03308825589278165, 0.05354982285815127]",1,113.68,0.07088,95.5,5410.0
|
| 48 |
+
opt1_ttfs_dta_decay0.80,opt1_ttfs_temporal.py,70687c3a0e15c4f8,3,1,--ttfs --dta --dta-decay 0.80,,2,False,32,16,100,47,0.9349787046918195,0.7881040892193308,0.7410402659213904,0.7159090909090909,0.7234848484848485,145979.44315610858,2.2448246479034424,106.5,2026-08-21T08:42:41.168855+00:00,0.03793631910401232,0.03935279543785488,0.03903272967128193,0.03237123743576162,0.05352351683027604,0.040443,"[0.03793631910401232, 0.03935279543785488, 0.03903272967128193, 0.03237123743576162, 0.05352351683027604]",,,,,
|
| 49 |
+
opt1_ttfs_dta_decay0.80,opt1_ttfs_temporal.py,70687c3a0e15c4f8,3,1,--ttfs --dta --dta-decay 0.80,,2,False,32,16,100,48,0.9707095117817138,0.7955390334572491,0.7492264400828968,0.7159090909090909,0.7234848484848485,145048.52149321267,2.242943525314331,108.7,2026-08-21T08:42:43.437816+00:00,0.03793906486209701,0.03891291754210696,0.038448653676930594,0.031094764742781136,0.05329145907479174,0.039937,"[0.03793906486209701, 0.03891291754210696, 0.038448653676930594, 0.031094764742781136, 0.05329145907479174]",1,129.04,0.0804,88.0,5410.0
|
| 50 |
+
opt1_ttfs_dta_decay0.80,opt1_ttfs_temporal.py,70687c3a0e15c4f8,3,1,--ttfs --dta --dta-decay 0.80,,2,False,32,16,100,49,1.0055391048410125,0.7657992565055762,0.7566611423636928,0.6931818181818182,0.7234848484848485,145513.08399321267,2.24979829788208,110.9,2026-08-21T08:42:45.714158+00:00,0.0380914750344613,0.03899893515250262,0.03863973696442211,0.03077778998104965,0.0528157782905242,0.039865,"[0.0380914750344613, 0.03899893515250262, 0.03863973696442211, 0.03077778998104965, 0.0528157782905242]",,,,,
|
| 51 |
+
opt1_ttfs_dta_decay0.80,opt1_ttfs_temporal.py,70687c3a0e15c4f8,3,1,--ttfs --dta --dta-decay 0.80,,2,False,32,16,100,50,0.9816269493457553,0.7676579925650557,0.7865624825159708,0.6856060606060606,0.7234848484848485,144629.87344457014,2.2478935718536377,113.2,2026-08-21T08:42:47.989101+00:00,0.038006781655199384,0.03859824490021257,0.0382754574803745,0.030100994031218922,0.05211449545972487,0.039419,"[0.038006781655199384, 0.03859824490021257, 0.0382754574803745, 0.030100994031218922, 0.05211449545972487]",,,,,
|
| 52 |
+
opt1_ttfs_dta_decay0.80,opt1_ttfs_temporal.py,70687c3a0e15c4f8,3,1,--ttfs --dta --dta-decay 0.80,,2,False,32,16,100,51,0.9490693014350522,0.7825278810408922,0.6756367277015339,0.7462121212121212,0.7462121212121212,145871.7999151584,2.2506191730499268,115.4,2026-08-21T08:42:50.265285+00:00,0.03801017495639184,0.0396345115321524,0.038487247027018494,0.030407642397810433,0.0517451256951865,0.039657,"[0.03801017495639184, 0.0396345115321524, 0.038487247027018494, 0.030407642397810433, 0.0517451256951865]",,,,,
|
| 53 |
+
opt1_ttfs_dta_decay0.80,opt1_ttfs_temporal.py,70687c3a0e15c4f8,3,1,--ttfs --dta --dta-decay 0.80,,2,False,32,16,100,52,0.9212217455016636,0.8141263940520446,0.7776354289416111,0.7083333333333334,0.7462121212121212,146053.50240384616,2.2603325843811035,117.7,2026-08-21T08:42:52.557531+00:00,0.03800176193608957,0.04002744770225357,0.03819120434277198,0.029965592767385876,0.05180303664768443,0.039598,"[0.03800176193608957, 0.04002744770225357, 0.03819120434277198, 0.029965592767385876, 0.05180303664768443]",,,,,
|
| 54 |
+
opt1_ttfs_dta_decay0.80,opt1_ttfs_temporal.py,70687c3a0e15c4f8,3,1,--ttfs --dta --dta-decay 0.80,,2,False,32,16,100,53,0.9334366968573248,0.8066914498141264,0.705936054388682,0.7007575757575758,0.7462121212121212,146068.0169683258,2.266615152359009,120.0,2026-08-21T08:42:54.850134+00:00,0.038150612703141046,0.039763385101276284,0.03815379388192121,0.02996267455027384,0.05171003389884444,0.039548,"[0.038150612703141046, 0.039763385101276284, 0.03815379388192121, 0.02996267455027384, 0.05171003389884444]",1,124.32,0.07827,95.0,5410.0
|
| 55 |
+
opt1_ttfs_dta_decay0.80,opt1_ttfs_temporal.py,70687c3a0e15c4f8,3,1,--ttfs --dta --dta-decay 0.80,,2,False,32,16,100,54,0.9114576502803533,0.7955390334572491,0.6480870255918214,0.7424242424242424,0.7462121212121212,145736.03916855203,2.2658190727233887,122.2,2026-08-21T08:42:57.142655+00:00,0.03811457599787151,0.039609548580997134,0.038026204004007226,0.02977196017608923,0.05131900157122051,0.039368,"[0.03811457599787151, 0.039609548580997134, 0.038026204004007226, 0.02977196017608923, 0.05131900157122051]",,,,,
|
| 56 |
+
opt1_ttfs_dta_decay0.80,opt1_ttfs_temporal.py,70687c3a0e15c4f8,3,1,--ttfs --dta --dta-decay 0.80,,2,False,32,16,100,55,0.9000997485724523,0.8327137546468402,0.5984927668715968,0.7689393939393939,0.7689393939393939,145787.1901866516,2.268948793411255,124.5,2026-08-21T08:42:59.439169+00:00,0.037945737514425724,0.03999123568920528,0.03799947789486717,0.0299043030861546,0.051522733972353095,0.039473,"[0.037945737514425724, 0.03999123568920528, 0.03799947789486717, 0.0299043030861546, 0.051522733972353095]",1,125.28,0.07896,95.5,5410.0
|
| 57 |
+
opt1_ttfs_dta_decay0.80,opt1_ttfs_temporal.py,70687c3a0e15c4f8,3,1,--ttfs --dta --dta-decay 0.80,,2,False,32,16,100,56,0.8864884416410028,0.8438661710037175,0.6842402888066841,0.7196969696969697,0.7689393939393939,146291.43424773755,2.273503541946411,126.8,2026-08-21T08:43:01.745203+00:00,0.038155059165814346,0.03996193474706482,0.038063439376213974,0.030375818338464287,0.051602324799579734,0.039632,"[0.038155059165814346, 0.03996193474706482, 0.038063439376213974, 0.030375818338464287, 0.051602324799579734]",,,,,
|
| 58 |
+
opt1_ttfs_dta_decay0.80,opt1_ttfs_temporal.py,70687c3a0e15c4f8,3,1,--ttfs --dta --dta-decay 0.80,,2,False,32,16,100,57,0.8335666146863349,0.8717472118959108,0.6973788033832203,0.7159090909090909,0.7689393939393939,145893.37089932128,2.2936155796051025,129.1,2026-08-21T08:43:04.067429+00:00,0.03813770062783185,0.03969687113867087,0.03806487427038305,0.029725641231326497,0.05169354970840847,0.039464,"[0.03813770062783185, 0.03969687113867087, 0.03806487427038305, 0.029725641231326497, 0.05169354970840847]",1,122.89,0.0783,90.5,5410.0
|
| 59 |
+
opt1_ttfs_dta_decay0.80,opt1_ttfs_temporal.py,70687c3a0e15c4f8,3,1,--ttfs --dta --dta-decay 0.80,,2,False,32,16,100,58,0.8375028939052143,0.8605947955390335,0.7662518764987136,0.7121212121212122,0.7689393939393939,146713.46196266968,2.3046562671661377,131.4,2026-08-21T08:43:06.402485+00:00,0.038545085445922965,0.039625644464703166,0.03828430373002501,0.02916201642330955,0.051603360430282706,0.039444,"[0.038545085445922965, 0.039625644464703166, 0.03828430373002501, 0.02916201642330955, 0.051603360430282706]",,,,,
|
| 60 |
+
opt1_ttfs_dta_decay0.80,opt1_ttfs_temporal.py,70687c3a0e15c4f8,3,1,--ttfs --dta --dta-decay 0.80,,2,False,32,16,100,59,0.8518757454524696,0.862453531598513,0.7111963774218704,0.7121212121212122,0.7689393939393939,147455.61538461538,2.2999582290649414,133.7,2026-08-21T08:43:08.729352+00:00,0.03888127887073685,0.039265373612151426,0.03924027501660235,0.028508435606079942,0.051522561513325744,0.039484,"[0.03888127887073685, 0.039265373612151426, 0.03924027501660235, 0.028508435606079942, 0.051522561513325744]",,,,,
|
| 61 |
+
opt1_ttfs_dta_decay0.80,opt1_ttfs_temporal.py,70687c3a0e15c4f8,3,1,--ttfs --dta --dta-decay 0.80,,2,False,32,16,100,60,0.8328757467766233,0.8698884758364313,0.6174511141849287,0.7613636363636364,0.7689393939393939,147882.8929581448,2.3023860454559326,136.0,2026-08-21T08:43:11.059024+00:00,0.03913362389978241,0.03934682927587453,0.03888197155559764,0.02851627317859846,0.05145976560957292,0.039468,"[0.03913362389978241, 0.03934682927587453, 0.03888197155559764, 0.02851627317859846, 0.05145976560957292]",1,134.54,0.08605,95.0,5410.0
|
| 62 |
+
opt1_ttfs_dta_decay0.80,opt1_ttfs_temporal.py,70687c3a0e15c4f8,3,1,--ttfs --dta --dta-decay 0.80,,2,False,32,16,100,61,0.8622032452693216,0.8401486988847584,0.6257232030232748,0.7840909090909091,0.7840909090909091,147910.6725113122,2.301891803741455,138.3,2026-08-21T08:43:13.388636+00:00,0.03924173730261186,0.039278393720879275,0.03857170527472215,0.02880091910414836,0.051236303851884955,0.039426,"[0.03924173730261186, 0.039278393720879275, 0.03857170527472215, 0.02880091910414836, 0.051236303851884955]",,,,,
|
| 63 |
+
opt1_ttfs_dta_decay0.80,opt1_ttfs_temporal.py,70687c3a0e15c4f8,3,1,--ttfs --dta --dta-decay 0.80,,2,False,32,16,100,62,0.8364434401785131,0.8587360594795539,0.6999879280726115,0.7424242424242424,0.7840909090909091,147715.02502828054,2.3170371055603027,140.6,2026-08-21T08:43:15.738309+00:00,0.0391495361485902,0.03929842614075717,0.038520250031176734,0.028832868289421585,0.05117487162351608,0.039395,"[0.0391495361485902, 0.03929842614075717, 0.038520250031176734, 0.028832868289421585, 0.05117487162351608]",1,136.5,0.08785,95.5,5410.0
|
| 64 |
+
opt1_ttfs_dta_decay0.80,opt1_ttfs_temporal.py,70687c3a0e15c4f8,3,1,--ttfs --dta --dta-decay 0.80,,2,False,32,16,100,63,0.8644886499887062,0.8513011152416357,0.6443586801037644,0.7689393939393939,0.7840909090909091,147556.6554015837,2.3048183917999268,142.9,2026-08-21T08:43:18.069050+00:00,0.039158650838276916,0.039182536523131764,0.03843531779506627,0.0287397501661497,0.05126865098581595,0.039357,"[0.039158650838276916, 0.039182536523131764, 0.03843531779506627, 0.0287397501661497, 0.05126865098581595]",,,,,
|
| 65 |
+
opt1_ttfs_dta_decay0.80,opt1_ttfs_temporal.py,70687c3a0e15c4f8,3,1,--ttfs --dta --dta-decay 0.80,,2,False,32,16,100,64,0.8067474168029416,0.8661710037174721,0.6648395404671178,0.7613636363636364,0.7840909090909091,148741.48854638007,2.303260564804077,145.2,2026-08-21T08:43:20.399673+00:00,0.03926175219171187,0.039914089090683884,0.03881472151945619,0.028766761588699678,0.051154917873003906,0.039582,"[0.03926175219171187, 0.039914089090683884, 0.03881472151945619, 0.028766761588699678, 0.051154917873003906]",1,122.99,0.07869,96.5,5410.0
|
| 66 |
+
opt1_ttfs_dta_decay0.80,opt1_ttfs_temporal.py,70687c3a0e15c4f8,3,1,--ttfs --dta --dta-decay 0.80,,2,False,32,16,100,65,0.7999200076418739,0.8847583643122676,0.6628315828063271,0.7424242424242424,0.7840909090909091,148937.26583710406,2.2964203357696533,147.5,2026-08-21T08:43:22.722604+00:00,0.03928449771860067,0.040031920899363124,0.03874515150399769,0.029233480529750094,0.05113316897083731,0.039686,"[0.03928449771860067, 0.040031920899363124, 0.03874515150399769, 0.029233480529750094, 0.05113316897083731]",,,,,
|
| 67 |
+
opt1_ttfs_dta_decay0.80,opt1_ttfs_temporal.py,70687c3a0e15c4f8,3,1,--ttfs --dta --dta-decay 0.80,,2,False,32,16,100,66,0.8077174245646452,0.8698884758364313,0.770335620099848,0.7310606060606061,0.7840909090909091,148805.69810520363,2.2941787242889404,149.8,2026-08-21T08:43:25.044587+00:00,0.03924606565166922,0.04002362840315875,0.038698514156481796,0.029089188751052406,0.05126618265229113,0.039665,"[0.03924606565166922, 0.04002362840315875, 0.038698514156481796, 0.029089188751052406, 0.05126618265229113]",1,130.47,0.08314,95.0,5410.0
|
| 68 |
+
opt1_ttfs_dta_decay0.80,opt1_ttfs_temporal.py,70687c3a0e15c4f8,3,1,--ttfs --dta --dta-decay 0.80,,2,False,32,16,100,67,0.743803570926411,0.9070631970260223,0.6325737599170569,0.7803030303030303,0.7840909090909091,148580.3742929864,2.2869536876678467,152.1,2026-08-21T08:43:27.358652+00:00,0.03929236509344157,0.03973416918340851,0.038674585740355885,0.02904403056291973,0.05121289785293972,0.039592,"[0.03929236509344157, 0.03973416918340851, 0.038674585740355885, 0.02904403056291973, 0.05121289785293972]",,,,,
|
| 69 |
+
opt1_ttfs_dta_decay0.80,opt1_ttfs_temporal.py,70687c3a0e15c4f8,3,1,--ttfs --dta --dta-decay 0.80,,2,False,32,16,100,68,0.7515931601417996,0.9052044609665427,0.6520555470929001,0.7689393939393939,0.7840909090909091,148778.48529411765,2.2922732830047607,154.4,2026-08-21T08:43:29.676476+00:00,0.03928681769791771,0.039951451780164945,0.0387987943694872,0.02841056642286918,0.051190372118178534,0.039528,"[0.03928681769791771, 0.039951451780164945, 0.0387987943694872, 0.02841056642286918, 0.051190372118178534]",1,110.53,0.07038,97.0,5410.0
|
| 70 |
+
opt1_ttfs_dta_decay0.80,opt1_ttfs_temporal.py,70687c3a0e15c4f8,3,1,--ttfs --dta --dta-decay 0.80,,2,False,32,16,100,69,0.7445208671810902,0.9107806691449815,0.6642108162244161,0.7878787878787878,0.7878787878787878,148453.41289592758,2.2807178497314453,156.7,2026-08-21T08:43:31.983035+00:00,0.039293842938016445,0.03962354559232207,0.03882824498064378,0.028321393491590723,0.051224169266574526,0.039458,"[0.039293842938016445, 0.03962354559232207, 0.03882824498064378, 0.028321393491590723, 0.051224169266574526]",,,,,
|
| 71 |
+
opt1_ttfs_dta_decay0.80,opt1_ttfs_temporal.py,70687c3a0e15c4f8,3,1,--ttfs --dta --dta-decay 0.80,,2,False,32,16,100,70,0.7301705559390185,0.9219330855018587,0.608135046380939,0.8181818181818182,0.8181818181818182,147602.4391968326,2.281062364578247,158.9,2026-08-21T08:43:34.296658+00:00,0.0391628297374529,0.03937843967886532,0.0382801750127007,0.028082704171538353,0.05115400298553355,0.039212,"[0.0391628297374529, 0.03937843967886532, 0.0382801750127007, 0.028082704171538353, 0.05115400298553355]",1,130.08,0.08242,84.5,5410.0
|
| 72 |
+
opt1_ttfs_dta_decay0.80,opt1_ttfs_temporal.py,70687c3a0e15c4f8,3,1,--ttfs --dta --dta-decay 0.80,,2,False,32,16,100,71,0.7535080169656463,0.8996282527881041,0.7058878929326029,0.7651515151515151,0.8181818181818182,148011.2775735294,2.279369831085205,161.2,2026-08-21T08:43:36.611244+00:00,0.039277976926635295,0.039505626568022895,0.03839410622330273,0.027894977041903662,0.051015431170954424,0.039218,"[0.039277976926635295, 0.039505626568022895, 0.03839410622330273, 0.027894977041903662, 0.051015431170954424]",,,,,
|
| 73 |
+
opt1_ttfs_dta_decay0.80,opt1_ttfs_temporal.py,70687c3a0e15c4f8,3,1,--ttfs --dta --dta-decay 0.80,,2,False,32,16,100,72,0.7531029145513769,0.9014869888475836,0.5517025951183203,0.8257575757575758,0.8257575757575758,147887.42194570135,2.269080638885498,163.5,2026-08-21T08:43:38.906336+00:00,0.0392635661889525,0.03942226706182256,0.03830797882641063,0.02819385686341454,0.050985603867208254,0.039235,"[0.0392635661889525, 0.03942226706182256, 0.03830797882641063, 0.02819385686341454, 0.050985603867208254]",,,,,
|
| 74 |
+
opt1_ttfs_dta_decay0.80,opt1_ttfs_temporal.py,70687c3a0e15c4f8,3,1,--ttfs --dta --dta-decay 0.80,,2,False,32,16,100,73,0.7009042718596618,0.9312267657992565,0.5764763174634991,0.7992424242424242,0.8257575757575758,147995.7331730769,2.2684197425842285,165.8,2026-08-21T08:43:41.207956+00:00,0.0392411197809612,0.03956657845307799,0.03830355340067078,0.028241912779562613,0.050995925989221126,0.03927,"[0.0392411197809612, 0.03956657845307799, 0.03830355340067078, 0.028241912779562613, 0.050995925989221126]",1,130.03,0.08193,96.0,5410.0
|
| 75 |
+
opt1_ttfs_dta_decay0.80,opt1_ttfs_temporal.py,70687c3a0e15c4f8,3,1,--ttfs --dta --dta-decay 0.80,,2,False,32,16,100,74,0.7373242914455088,0.9070631970260223,0.6095186327442979,0.8068181818181818,0.8257575757575758,148255.20022624434,2.261259078979492,168.0,2026-08-21T08:43:43.495456+00:00,0.03927303171333145,0.03970514785717515,0.038370467284146476,0.028335563838481903,0.05098192744395312,0.039333,"[0.03927303171333145, 0.03970514785717515, 0.038370467284146476, 0.028335563838481903, 0.05098192744395312]",,,,,
|
| 76 |
+
opt1_ttfs_dta_decay0.80,opt1_ttfs_temporal.py,70687c3a0e15c4f8,3,1,--ttfs --dta --dta-decay 0.80,,2,False,32,16,100,75,0.7635364392876182,0.8866171003717472,0.5469228191809221,0.8181818181818182,0.8257575757575758,148723.6241515837,2.270260810852051,170.3,2026-08-21T08:43:45.791799+00:00,0.0392879179733641,0.039975914665881324,0.03852475544109064,0.028887337731087908,0.05099071321241996,0.039533,"[0.0392879179733641, 0.039975914665881324, 0.03852475544109064, 0.028887337731087908, 0.05099071321241996]",1,130.93,0.08257,95.0,5410.0
|
| 77 |
+
opt1_ttfs_dta_decay0.80,opt1_ttfs_temporal.py,70687c3a0e15c4f8,3,1,--ttfs --dta --dta-decay 0.80,,2,False,32,16,100,76,0.7383730360566462,0.9107806691449815,0.6131257351600763,0.7954545454545454,0.8257575757575758,148435.85548642534,2.2631752490997314,172.6,2026-08-21T08:43:48.081297+00:00,0.0391843665172072,0.04005113923374344,0.03818585877032841,0.029088858624591547,0.051208168268203735,0.039544,"[0.0391843665172072, 0.04005113923374344, 0.03818585877032841, 0.029088858624591547, 0.051208168268203735]",,,,,
|
| 78 |
+
opt1_ttfs_dta_decay0.80,opt1_ttfs_temporal.py,70687c3a0e15c4f8,3,1,--ttfs --dta --dta-decay 0.80,,2,False,32,16,100,77,0.7103701311416343,0.9330855018587361,0.5904276714180455,0.8068181818181818,0.8257575757575758,148689.77106900452,2.2691049575805664,174.8,2026-08-21T08:43:50.377322+00:00,0.03928777904194944,0.040116408291985005,0.038118325612124276,0.029111827778465608,0.05133027298485532,0.039593,"[0.03928777904194944, 0.040116408291985005, 0.038118325612124276, 0.029111827778465608, 0.05133027298485532]",1,137.89,0.08691,95.0,5410.0
|
| 79 |
+
opt1_ttfs_dta_decay0.80,opt1_ttfs_temporal.py,70687c3a0e15c4f8,3,1,--ttfs --dta --dta-decay 0.80,,2,False,32,16,100,78,0.7279302123310841,0.9200743494423792,0.5885054649728717,0.8143939393939394,0.8257575757575758,148590.37061651584,2.263791799545288,177.1,2026-08-21T08:43:52.667034+00:00,0.03928307049414691,0.03999774574356921,0.03819888698704103,0.029055170386153108,0.051341268288738584,0.039575,"[0.03928307049414691, 0.03999774574356921, 0.03819888698704103, 0.029055170386153108, 0.051341268288738584]",,,,,
|
| 80 |
+
opt1_ttfs_dta_decay0.80,opt1_ttfs_temporal.py,70687c3a0e15c4f8,3,1,--ttfs --dta --dta-decay 0.80,,2,False,32,16,100,79,0.7188266887983868,0.9163568773234201,0.6174231153545957,0.7916666666666666,0.8257575757575758,148446.4089366516,2.2764341831207275,179.4,2026-08-21T08:43:54.971038+00:00,0.039283228052013064,0.039930051083073896,0.03803475464091582,0.029154518728747088,0.05130726405802895,0.039542,"[0.039283228052013064, 0.039930051083073896, 0.03803475464091582, 0.029154518728747088, 0.05130726405802895]",1,112.74,0.07129,95.5,5410.0
|
| 81 |
+
opt1_ttfs_dta_decay0.80,opt1_ttfs_temporal.py,70687c3a0e15c4f8,3,1,--ttfs --dta --dta-decay 0.80,,2,False,32,16,100,80,0.7152671373023419,0.9144981412639405,0.583115661686117,0.8106060606060606,0.8257575757575758,148024.3853223982,2.264348268508911,181.6,2026-08-21T08:43:57.262451+00:00,0.03918039075591985,0.039767219958936464,0.03798523895880755,0.029078248449984717,0.051348794251680374,0.039472,"[0.03918039075591985, 0.039767219958936464, 0.03798523895880755, 0.029078248449984717, 0.051348794251680374]",,,,,
|
| 82 |
+
opt1_ttfs_dta_decay0.80,opt1_ttfs_temporal.py,70687c3a0e15c4f8,3,1,--ttfs --dta --dta-decay 0.80,,2,False,32,16,100,81,0.680597444227637,0.9423791821561338,0.6248125731945038,0.8106060606060606,0.8257575757575758,148582.59134615384,2.260965585708618,183.9,2026-08-21T08:43:59.549373+00:00,0.03934085062321495,0.03984016223865397,0.03828917158877149,0.028977728613159236,0.05123145352391636,0.039536,"[0.03934085062321495, 0.03984016223865397, 0.03828917158877149, 0.028977728613159236, 0.05123145352391636]",1,124.86,0.07842,96.0,5410.0
|
| 83 |
+
opt1_ttfs_dta_decay0.80,opt1_ttfs_temporal.py,70687c3a0e15c4f8,3,1,--ttfs --dta --dta-decay 0.80,,2,False,32,16,100,82,0.701096636212005,0.9182156133828996,0.6029004924225084,0.8106060606060606,0.8257575757575758,148195.63079751132,2.2678439617156982,186.2,2026-08-21T08:44:01.844464+00:00,0.039227315827327615,0.039797297952806246,0.03809025511145592,0.028978819246677792,0.05125979618991122,0.039471,"[0.039227315827327615, 0.039797297952806246, 0.03809025511145592, 0.028978819246677792, 0.05125979618991122]",,,,,
|
| 84 |
+
opt1_ttfs_dta_decay0.80,opt1_ttfs_temporal.py,70687c3a0e15c4f8,3,1,--ttfs --dta --dta-decay 0.80,,2,False,32,16,100,83,0.6651978326552862,0.949814126394052,0.6278256105654167,0.7954545454545454,0.8257575757575758,148346.44584276018,2.2646970748901367,188.4,2026-08-21T08:44:04.135335+00:00,0.03928766618756687,0.039752917035537606,0.03823388652766452,0.02894421842168359,0.05126209184527397,0.039496,"[0.03928766618756687, 0.039752917035537606, 0.03823388652766452, 0.02894421842168359, 0.05126209184527397]",1,127.55,0.08024,96.5,5410.0
|
| 85 |
+
opt1_ttfs_dta_decay0.80,opt1_ttfs_temporal.py,70687c3a0e15c4f8,3,1,--ttfs --dta --dta-decay 0.80,,2,False,32,16,100,84,0.6862387471039499,0.9349442379182156,0.5752518574396769,0.8181818181818182,0.8257575757575758,148007.32466063346,2.2710013389587402,190.7,2026-08-21T08:44:06.432343+00:00,0.039180129328194785,0.03966074195854804,0.038210429032059276,0.02890823660966228,0.05127030808259459,0.039446,"[0.039180129328194785, 0.03966074195854804, 0.038210429032059276, 0.02890823660966228, 0.05127030808259459]",,,,,
|
| 86 |
+
opt1_ttfs_dta_decay0.80,opt1_ttfs_temporal.py,70687c3a0e15c4f8,3,1,--ttfs --dta --dta-decay 0.80,,2,False,32,16,100,85,0.6817017618608298,0.9442379182156134,0.5681420031822089,0.8257575757575758,0.8257575757575758,148187.0435520362,2.269523859024048,193.0,2026-08-21T08:44:08.729444+00:00,0.039270191727315676,0.03957921135074952,0.03837118407382684,0.02884451628607862,0.05131981280796668,0.039477,"[0.039270191727315676, 0.03957921135074952, 0.03837118407382684, 0.02884451628607862, 0.05131981280796668]",,,,,
|
| 87 |
+
opt1_ttfs_dta_decay0.80,opt1_ttfs_temporal.py,70687c3a0e15c4f8,3,1,--ttfs --dta --dta-decay 0.80,,2,False,32,16,100,86,0.6780225991316444,0.9368029739776952,0.6159822037725737,0.7992424242424242,0.8257575757575758,148432.86213235295,2.274890184402466,195.2,2026-08-21T08:44:11.030585+00:00,0.039290765848229915,0.03973263085764997,0.03848046634127112,0.028729849878479454,0.05126290308202014,0.039499,"[0.039290765848229915, 0.03973263085764997, 0.03848046634127112, 0.028729849878479454, 0.05126290308202014]",1,120.64,0.07623,96.5,5410.0
|
| 88 |
+
opt1_ttfs_dta_decay0.80,opt1_ttfs_temporal.py,70687c3a0e15c4f8,3,1,--ttfs --dta --dta-decay 0.80,,2,False,32,16,100,87,0.6696328119717566,0.9423791821561338,0.5915257759166487,0.821969696969697,0.8257575757575758,148084.940469457,2.274719715118408,197.5,2026-08-21T08:44:13.332488+00:00,0.03919289808939485,0.039688069811638665,0.03830824814298574,0.028681324685321134,0.05134831084048047,0.039444,"[0.03919289808939485, 0.039688069811638665, 0.03830824814298574, 0.028681324685321134, 0.05134831084048047]",,,,,
|
| 89 |
+
opt1_ttfs_dta_decay0.80,opt1_ttfs_temporal.py,70687c3a0e15c4f8,3,1,--ttfs --dta --dta-decay 0.80,,2,False,32,16,100,88,0.6572318710802213,0.9516728624535316,0.5900352904290864,0.803030303030303,0.8257575757575758,147821.17788461538,2.2784862518310547,199.8,2026-08-21T08:44:15.637559+00:00,0.03915284639772247,0.039558705819003726,0.03822926979731111,0.028658517362440333,0.051382056273081726,0.039396,"[0.03915284639772247, 0.039558705819003726, 0.03822926979731111, 0.028658517362440333, 0.051382056273081726]",1,131.22,0.08305,96.0,5410.0
|
| 90 |
+
opt1_ttfs_dta_decay0.80,opt1_ttfs_temporal.py,70687c3a0e15c4f8,3,1,--ttfs --dta --dta-decay 0.80,,2,False,32,16,100,89,0.6779455247864847,0.9460966542750929,0.5560321545962131,0.8295454545454546,0.8295454545454546,148079.3250848416,2.2783451080322266,202.1,2026-08-21T08:44:17.942307+00:00,0.0392664727919242,0.03954343870282173,0.038292122237822586,0.028690766433582586,0.051221476539092904,0.039403,"[0.0392664727919242, 0.03954343870282173, 0.038292122237822586, 0.028690766433582586, 0.051221476539092904]",,,,,
|
| 91 |
+
opt1_ttfs_dta_decay0.80,opt1_ttfs_temporal.py,70687c3a0e15c4f8,3,1,--ttfs --dta --dta-decay 0.80,,2,False,32,16,100,90,0.6840117983658518,0.9275092936802974,0.5797318599440835,0.8106060606060606,0.8295454545454546,148010.43156108598,2.287925958633423,204.4,2026-08-21T08:44:20.261777+00:00,0.039228655178757274,0.039554502376738715,0.03826853216570966,0.02877114592667888,0.05130049783517333,0.039425,"[0.039228655178757274, 0.039554502376738715, 0.03826853216570966, 0.02877114592667888, 0.05130049783517333]",1,116.6,0.0741,96.5,5410.0
|
| 92 |
+
opt1_ttfs_dta_decay0.80,opt1_ttfs_temporal.py,70687c3a0e15c4f8,3,1,--ttfs --dta --dta-decay 0.80,,2,False,32,16,100,91,0.7119670346323885,0.9237918215613383,0.5527940175750039,0.8257575757575758,0.8295454545454546,148450.51824095024,2.2817153930664062,206.6,2026-08-21T08:44:22.569883+00:00,0.039373422370237464,0.039585738716756594,0.03845528337885352,0.028818040976629537,0.05126093525220366,0.039499,"[0.039373422370237464, 0.039585738716756594, 0.03845528337885352, 0.028818040976629537, 0.05126093525220366]",,,,,
|
| 93 |
+
opt1_ttfs_dta_decay0.80,opt1_ttfs_temporal.py,70687c3a0e15c4f8,3,1,--ttfs --dta --dta-decay 0.80,,2,False,32,16,100,92,0.6744950692892961,0.9368029739776952,0.5720881259802616,0.8181818181818182,0.8295454545454546,148254.5125848416,2.294473886489868,208.9,2026-08-21T08:44:24.891214+00:00,0.039282630252487516,0.03965267341803102,0.03833668525604641,0.028714253402808133,0.05126052108757636,0.039449,"[0.039282630252487516, 0.03965267341803102, 0.03833668525604641, 0.028714253402808133, 0.05126052108757636]",,,,,
|
| 94 |
+
opt1_ttfs_dta_decay0.80,opt1_ttfs_temporal.py,70687c3a0e15c4f8,3,1,--ttfs --dta --dta-decay 0.80,,2,False,32,16,100,93,0.665963378094386,0.9442379182156134,0.589680608474847,0.8106060606060606,0.8295454545454546,148247.33950791857,2.298896551132202,211.2,2026-08-21T08:44:27.216893+00:00,0.039284641470979244,0.03960850988240803,0.038400007740539664,0.02872560578672325,0.05128867398290073,0.039461,"[0.039284641470979244, 0.03960850988240803, 0.038400007740539664, 0.02872560578672325, 0.05128867398290073]",1,135.92,0.0868,95.5,5410.0
|
| 95 |
+
opt1_ttfs_dta_decay0.80,opt1_ttfs_temporal.py,70687c3a0e15c4f8,3,1,--ttfs --dta --dta-decay 0.80,,2,False,32,16,100,94,0.6756663654816638,0.9386617100371747,0.5798015278397184,0.8143939393939394,0.8295454545454546,148416.7668269231,2.2890708446502686,213.5,2026-08-21T08:44:29.533512+00:00,0.039325119598823434,0.03968380457338165,0.038383779937730116,0.02882936322952018,0.051349087673075056,0.039514,"[0.039325119598823434, 0.03968380457338165, 0.038383779937730116, 0.02882936322952018, 0.051349087673075056]",,,,,
|
| 96 |
+
opt1_ttfs_dta_decay0.80,opt1_ttfs_temporal.py,70687c3a0e15c4f8,3,1,--ttfs --dta --dta-decay 0.80,,2,False,32,16,100,95,0.6513889106232881,0.9591078066914498,0.599147665681261,0.7916666666666666,0.8295454545454546,148453.6712386878,2.298454523086548,215.8,2026-08-21T08:44:31.859044+00:00,0.03932890690424863,0.03967759889714858,0.03847268267589457,0.028749229715150947,0.05127113663098391,0.0395,"[0.03932890690424863, 0.03967759889714858, 0.03847268267589457, 0.028749229715150947, 0.05127113663098391]",1,120.67,0.07704,95.0,5410.0
|
| 97 |
+
opt1_ttfs_dta_decay0.80,opt1_ttfs_temporal.py,70687c3a0e15c4f8,3,1,--ttfs --dta --dta-decay 0.80,,2,False,32,16,100,96,0.6628359141846129,0.9516728624535316,0.6386089198517076,0.7992424242424242,0.8295454545454546,148238.80627828054,2.2888519763946533,218.1,2026-08-21T08:44:34.173115+00:00,0.03923906714600675,0.039724144646350074,0.038327794083777594,0.028747272732503274,0.05138780417687753,0.039485,"[0.03923906714600675, 0.039724144646350074, 0.038327794083777594, 0.028747272732503274, 0.05138780417687753]",,,,,
|
| 98 |
+
opt1_ttfs_dta_decay0.80,opt1_ttfs_temporal.py,70687c3a0e15c4f8,3,1,--ttfs --dta --dta-decay 0.80,,2,False,32,16,100,97,0.6595465622870009,0.9423791821561338,0.6119436820348104,0.7992424242424242,0.8295454545454546,148042.43297511313,2.3002099990844727,220.4,2026-08-21T08:44:36.500501+00:00,0.03919800590066349,0.03964812944040579,0.03825609977631008,0.028799907139995518,0.05140434030224295,0.039461,"[0.03919800590066349, 0.03964812944040579, 0.03825609977631008, 0.028799907139995518, 0.05140434030224295]",1,127.87,0.0817,96.5,5410.0
|
| 99 |
+
opt1_ttfs_dta_decay0.80,opt1_ttfs_temporal.py,70687c3a0e15c4f8,3,1,--ttfs --dta --dta-decay 0.80,,2,False,32,16,100,98,0.6549920424209651,0.9516728624535316,0.5761077358867183,0.8295454545454546,0.8295454545454546,148319.57734728506,2.2849607467651367,222.7,2026-08-21T08:44:38.812822+00:00,0.03927775121787015,0.03969370727153385,0.038383482791045136,0.028769471627824447,0.051321142079199064,0.039489,"[0.03927775121787015, 0.03969370727153385, 0.038383482791045136, 0.028769471627824447, 0.051321142079199064]",,,,,
|
| 100 |
+
opt1_ttfs_dta_decay0.80,opt1_ttfs_temporal.py,70687c3a0e15c4f8,3,1,--ttfs --dta --dta-decay 0.80,,2,False,32,16,100,99,0.647498198601393,0.9516728624535316,0.6155214851552789,0.8068181818181818,0.8295454545454546,148041.04199660633,2.2897281646728516,225.0,2026-08-21T08:44:41.128595+00:00,0.03921846826286877,0.039603230926920384,0.03827879358740414,0.028734070194118163,0.05134415100602543,0.039436,"[0.03921846826286877, 0.039603230926920384, 0.03827879358740414, 0.028734070194118163, 0.05134415100602543]",1,136.57,0.08686,95.0,5410.0
|
| 101 |
+
opt1_ttfs_dta_decay0.80,opt1_ttfs_temporal.py,70687c3a0e15c4f8,3,1,--ttfs --dta --dta-decay 0.80,,2,False,32,16,100,100,0.6445088517267021,0.9591078066914498,0.6095479455861178,0.7954545454545454,0.8295454545454546,148026.58427601808,2.2811708450317383,227.3,2026-08-21T08:44:43.437940+00:00,0.03920564121183227,0.03964177913525525,0.0382210807326962,0.028754008933901787,0.05130350107655806,0.039425,"[0.03920564121183227, 0.03964177913525525, 0.0382210807326962, 0.028754008933901787, 0.05130350107655806]",,,,,
|
opt1_ttfs_temporal/opt1_ttfs_dta_decay0.80.epochs.jsonl
ADDED
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| 1 |
+
{"epoch": 1, "train_loss": 4.131937888475155, "train_acc": 0.25650557620817843, "test_loss": 4.828586303826534, "test_acc": 0.3371212121212121, "best_acc": 0.3371212121212121, "spike_rates": [0.03485791231779491, 0.04114986693157869, 0.04251952688483631, 0.044533193549689126, 0.04710274277364507], "spikes_per_sample": 144775.55783371042, "wall_time_s": 2.718801259994507, "timestamp": "2026-08-21T08:40:56.082662+00:00"}
|
| 2 |
+
{"epoch": 2, "train_loss": 2.528932434918712, "train_acc": 0.36617100371747213, "test_loss": 2.9723469560796563, "test_acc": 0.35984848484848486, "best_acc": 0.35984848484848486, "spike_rates": [0.03503943563384168, 0.038860382840913886, 0.04057332281680668, 0.04582850328263115, 0.04893602408906993], "spikes_per_sample": 141920.1742081448, "wall_time_s": 2.185565948486328, "timestamp": "2026-08-21T08:40:58.300006+00:00"}
|
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|
| 80 |
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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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| 87 |
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| 88 |
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| 90 |
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| 92 |
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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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{"epoch": 99, "train_loss": 0.647498198601393, "train_acc": 0.9516728624535316, "test_loss": 0.6155214851552789, "test_acc": 0.8068181818181818, "best_acc": 0.8295454545454546, "spike_rates": [0.03921846826286877, 0.039603230926920384, 0.03827879358740414, 0.028734070194118163, 0.05134415100602543], "spikes_per_sample": 148041.04199660633, "wall_time_s": 2.2897281646728516, "timestamp": "2026-08-21T08:44:41.128595+00:00"}
|
| 100 |
+
{"epoch": 100, "train_loss": 0.6445088517267021, "train_acc": 0.9591078066914498, "test_loss": 0.6095479455861178, "test_acc": 0.7954545454545454, "best_acc": 0.8295454545454546, "spike_rates": [0.03920564121183227, 0.03964177913525525, 0.0382210807326962, 0.028754008933901787, 0.05130350107655806], "spikes_per_sample": 148026.58427601808, "wall_time_s": 2.2811708450317383, "timestamp": "2026-08-21T08:44:43.437940+00:00"}
|
opt1_ttfs_temporal/opt1_ttfs_dta_decay0.80.gpu_telemetry.csv
ADDED
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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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2026/08/21 08:38:55.977, 0, 0, 0, 0, 15360, 55, 10.56, 300
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| 3 |
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2026/08/21 08:38:55.995, 1, 0, 0, 0, 15360, 35, 10.16, 300
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| 28 |
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| 30 |
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| 31 |
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| 32 |
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opt1_ttfs_temporal/opt1_ttfs_dta_decay0.80.summary.json
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