add run opt6_srif_lam0.99
Browse files
opt6_sigma_delta/opt6_srif_lam0.99.epochs.csv
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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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opt6_srif_lam0.99,opt6_sigma_delta.py,62febd8ddf82a115,6,1,--srif --srif-lam-init 0.99,,2,False,32,16,100,1,3.8758724595534315,0.4423791821561338,1.447936368711067,0.4583333333333333,0.4583333333333333,1328495.32395362,67.62581133842468,67.6,2026-08-21T15:50:13.689614+00:00,0.25640519927529726,0.4278890946332146,0.5077470155323253,0.5409025234334609,0.5976639319868648,0.466122,"[0.25640519927529726, 0.4278890946332146, 0.5077470155323253, 0.5409025234334609, 0.5976639319868648]",13,60.84,1.14285,0.0,1942.0
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opt6_srif_lam0.99,opt6_sigma_delta.py,62febd8ddf82a115,6,1,--srif --srif-lam-init 0.99,,2,False,32,16,100,2,1.9773151387069305,0.4423791821561338,2.703417485410517,0.4015151515151515,0.4583333333333333,1380985.916713801,3.1057193279266357,70.7,2026-08-21T15:50:16.842206+00:00,0.25332945760558634,0.4509682497557472,0.5606933867230135,0.5919710748335895,0.631755018935484,0.497743,"[0.25332945760558634, 0.4509682497557472, 0.5606933867230135, 0.5919710748335895, 0.631755018935484]",1,137.48,0.1186,96.5,7378.0
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opt6_srif_lam0.99,opt6_sigma_delta.py,62febd8ddf82a115,6,1,--srif --srif-lam-init 0.99,,2,False,32,16,100,3,1.6396290994488174,0.516728624535316,1.4466896021004878,0.49242424242424243,0.49242424242424243,1369187.9027149323,3.1371917724609375,73.9,2026-08-21T15:50:20.007384+00:00,0.24852393304600434,0.4484899692675647,0.5613116972586688,0.5963904822573942,0.6287323131280786,0.49669,"[0.24852393304600434, 0.4484899692675647, 0.5613116972586688, 0.5963904822573942, 0.6287323131280786]",1,132.48,0.11545,96.5,7378.0
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| 5 |
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opt6_srif_lam0.99,opt6_sigma_delta.py,62febd8ddf82a115,6,1,--srif --srif-lam-init 0.99,,2,False,32,16,100,4,1.508758827213018,0.5483271375464684,1.1277304038856968,0.5378787878787878,0.5378787878787878,1399152.101668552,3.1355655193328857,77.0,2026-08-21T15:50:23.175424+00:00,0.2557319376398535,0.45816392057082234,0.5705942932297202,0.5955470765338224,0.6224549237419578,0.500498,"[0.2557319376398535, 0.45816392057082234, 0.5705942932297202, 0.5955470765338224, 0.6224549237419578]",,,,,
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opt6_srif_lam0.99,opt6_sigma_delta.py,62febd8ddf82a115,6,1,--srif --srif-lam-init 0.99,,2,False,32,16,100,5,1.4601789943347634,0.5390334572490706,1.0132146315141157,0.5568181818181818,0.5568181818181818,1401059.90625,3.138380527496338,80.1,2026-08-21T15:50:26.348620+00:00,0.2558073007008609,0.4613301087828243,0.56796453630223,0.5942814350128174,0.61949183660395,0.499775,"[0.2558073007008609, 0.4613301087828243, 0.56796453630223, 0.5942814350128174, 0.61949183660395]",1,128.81,0.11229,96.5,7378.0
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| 7 |
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opt6_srif_lam0.99,opt6_sigma_delta.py,62febd8ddf82a115,6,1,--srif --srif-lam-init 0.99,,2,False,32,16,100,6,1.34861867002395,0.6096654275092936,1.2753184455813784,0.5606060606060606,0.5606060606060606,1396759.32550905,3.129122495651245,83.3,2026-08-21T15:50:29.511607+00:00,0.2551291549907011,0.4598634751404033,0.5649775617262897,0.5964842719190261,0.6118772520738489,0.497666,"[0.2551291549907011, 0.4598634751404033, 0.5649775617262897, 0.5964842719190261, 0.6118772520738489]",1,114.06,0.09914,96.5,7378.0
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| 8 |
+
opt6_srif_lam0.99,opt6_sigma_delta.py,62febd8ddf82a115,6,1,--srif --srif-lam-init 0.99,,2,False,32,16,100,7,1.3640364789608244,0.5836431226765799,0.949734835913687,0.5643939393939394,0.5643939393939394,1391272.2801187783,3.130762815475464,86.4,2026-08-21T15:50:32.679554+00:00,0.25763237651656656,0.4567161763415617,0.5539877064087811,0.5846070366747239,0.5978110642994151,0.490151,"[0.25763237651656656, 0.4567161763415617, 0.5539877064087811, 0.5846070366747239, 0.5978110642994151]",,,,,
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opt6_srif_lam0.99,opt6_sigma_delta.py,62febd8ddf82a115,6,1,--srif --srif-lam-init 0.99,,2,False,32,16,100,8,1.3711811024903364,0.5836431226765799,1.1812511989564607,0.5681818181818182,0.5681818181818182,1379356.2757352942,3.1197702884674072,89.5,2026-08-21T15:50:35.830634+00:00,0.2502734406906016,0.4561922357362859,0.5611348818330204,0.5871744506499347,0.5957399080781376,0.490103,"[0.2502734406906016, 0.4561922357362859, 0.5611348818330204, 0.5871744506499347, 0.5957399080781376]",1,128.76,0.11158,96.0,7378.0
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opt6_srif_lam0.99,opt6_sigma_delta.py,62febd8ddf82a115,6,1,--srif --srif-lam-init 0.99,,2,False,32,16,100,9,1.3123726042673047,0.5910780669144982,0.8852613550243955,0.6439393939393939,0.6439393939393939,1378225.4004524888,3.1009316444396973,92.6,2026-08-21T15:50:38.964704+00:00,0.24977459714693181,0.45627710924429055,0.558664900415084,0.595746611847597,0.5956581620609059,0.491224,"[0.24977459714693181, 0.45627710924429055, 0.558664900415084, 0.595746611847597, 0.5956581620609059]",,,,,
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opt6_srif_lam0.99,opt6_sigma_delta.py,62febd8ddf82a115,6,1,--srif --srif-lam-init 0.99,,2,False,32,16,100,10,1.2420446066165058,0.6263940520446096,0.9005055210807107,0.6212121212121212,0.6439393939393939,1352057.8810803166,3.0960261821746826,95.7,2026-08-21T15:50:42.093561+00:00,0.24624227863900802,0.44712543838164387,0.5429912700372583,0.5886298067429486,0.5942194847499623,0.483842,"[0.24624227863900802, 0.44712543838164387, 0.5429912700372583, 0.5886298067429486, 0.5942194847499623]",1,124.74,0.10728,96.0,7378.0
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| 12 |
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opt6_srif_lam0.99,opt6_sigma_delta.py,62febd8ddf82a115,6,1,--srif --srif-lam-init 0.99,,2,False,32,16,100,11,1.205739332397631,0.6394052044609665,1.00295223792394,0.625,0.6439393939393939,1354575.7649886878,3.0858092308044434,98.8,2026-08-21T15:50:45.208447+00:00,0.24852870141758637,0.4494973666527692,0.5347776798640981,0.5855051769929773,0.5884574125794804,0.481353,"[0.24852870141758637, 0.4494973666527692, 0.5347776798640981, 0.5855051769929773, 0.5884574125794804]",1,102.13,0.08754,95.5,7378.0
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| 13 |
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opt6_srif_lam0.99,opt6_sigma_delta.py,62febd8ddf82a115,6,1,--srif --srif-lam-init 0.99,,2,False,32,16,100,12,1.1289035205947422,0.6840148698884758,1.3387824911059756,0.5,0.6439393939393939,1321643.9369343892,3.0849764347076416,101.9,2026-08-21T15:50:48.321944+00:00,0.24411798838306875,0.4372742316302131,0.5169552319190082,0.5744828301317552,0.579353367581087,0.470437,"[0.24411798838306875, 0.4372742316302131, 0.5169552319190082, 0.5744828301317552, 0.579353367581087]",,,,,
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| 14 |
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opt6_srif_lam0.99,opt6_sigma_delta.py,62febd8ddf82a115,6,1,--srif --srif-lam-init 0.99,,2,False,32,16,100,13,1.1541318153360076,0.6914498141263941,0.9089284105734392,0.6628787878787878,0.6628787878787878,1289130.0687217196,3.084629774093628,105.0,2026-08-21T15:50:51.432376+00:00,0.23894096910953522,0.4240277023876415,0.5039054646211512,0.5676192501012016,0.5763247223461375,0.462164,"[0.23894096910953522, 0.4240277023876415, 0.5039054646211512, 0.5676192501012016, 0.5763247223461375]",1,123.28,0.10563,95.0,7378.0
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| 15 |
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opt6_srif_lam0.99,opt6_sigma_delta.py,62febd8ddf82a115,6,1,--srif --srif-lam-init 0.99,,2,False,32,16,100,14,1.122736077326381,0.7063197026022305,0.7411321239037947,0.7765151515151515,0.7765151515151515,1290778.722709276,3.067275285720825,108.0,2026-08-21T15:50:54.531167+00:00,0.2392580807209015,0.42289747385417714,0.5065426581046161,0.5736241445821875,0.5762762532514685,0.46372,"[0.2392580807209015, 0.42289747385417714, 0.5065426581046161, 0.5736241445821875, 0.5762762532514685]",1,119.4,0.10173,88.5,7378.0
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| 16 |
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opt6_srif_lam0.99,opt6_sigma_delta.py,62febd8ddf82a115,6,1,--srif --srif-lam-init 0.99,,2,False,32,16,100,15,1.1042443531596529,0.7472118959107806,0.8089003201686975,0.6439393939393939,0.7765151515151515,1256344.9514988686,3.066635847091675,111.1,2026-08-21T15:50:57.629965+00:00,0.23375728288117578,0.40835171412019167,0.49263974147684436,0.5713441862779505,0.5693848553825828,0.455096,"[0.23375728288117578, 0.40835171412019167, 0.49263974147684436, 0.5713441862779505, 0.5693848553825828]",,,,,
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| 17 |
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opt6_srif_lam0.99,opt6_sigma_delta.py,62febd8ddf82a115,6,1,--srif --srif-lam-init 0.99,,2,False,32,16,100,16,1.0555331445537979,0.7286245353159851,0.7836735826550107,0.696969696969697,0.7765151515151515,1251936.2466063348,3.0705301761627197,114.2,2026-08-21T15:51:00.726802+00:00,0.233438360340455,0.40662546718821807,0.48877638929030476,0.5719900061102474,0.5708142448874081,0.454329,"[0.233438360340455, 0.40662546718821807, 0.48877638929030476, 0.5719900061102474, 0.5708142448874081]",1,127.64,0.10887,96.5,7378.0
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| 18 |
+
opt6_srif_lam0.99,opt6_sigma_delta.py,62febd8ddf82a115,6,1,--srif --srif-lam-init 0.99,,2,False,32,16,100,17,0.9981176055496953,0.7676579925650557,1.3227092208284321,0.553030303030303,0.7765151515151515,1235331.0953054298,3.082961082458496,117.3,2026-08-21T15:51:03.834923+00:00,0.23126615057973302,0.4022880336817573,0.4771065238644095,0.5618053955190322,0.5649398530230803,0.447481,"[0.23126615057973302, 0.4022880336817573, 0.4771065238644095, 0.5618053955190322, 0.5649398530230803]",,,,,
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| 19 |
+
opt6_srif_lam0.99,opt6_sigma_delta.py,62febd8ddf82a115,6,1,--srif --srif-lam-init 0.99,,2,False,32,16,100,18,1.0091505484953245,0.7639405204460966,0.622029134721467,0.7424242424242424,0.7765151515151515,1205172.8874434389,3.0642621517181396,120.3,2026-08-21T15:51:06.925634+00:00,0.22595982165897593,0.39063386706744924,0.46299898975035725,0.5661551181007834,0.5669811648481032,0.442546,"[0.22595982165897593, 0.39063386706744924, 0.46299898975035725, 0.5661551181007834, 0.5669811648481032]",1,118.54,0.1009,95.0,7378.0
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| 20 |
+
opt6_srif_lam0.99,opt6_sigma_delta.py,62febd8ddf82a115,6,1,--srif --srif-lam-init 0.99,,2,False,32,16,100,19,1.025284263281131,0.7379182156133829,0.7451594020381118,0.7121212121212122,0.7765151515151515,1180965.9154411764,3.064021587371826,123.4,2026-08-21T15:51:10.020469+00:00,0.2225862285670112,0.3763757067568162,0.45836152223979726,0.5681121314273161,0.5662872545859393,0.438345,"[0.2225862285670112, 0.3763757067568162, 0.45836152223979726, 0.5681121314273161, 0.5662872545859393]",1,114.11,0.09712,98.5,7378.0
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| 21 |
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opt6_srif_lam0.99,opt6_sigma_delta.py,62febd8ddf82a115,6,1,--srif --srif-lam-init 0.99,,2,False,32,16,100,20,0.9589430607827623,0.7973977695167286,0.7392675316695011,0.7424242424242424,0.7765151515151515,1193085.0542986426,3.074491024017334,126.5,2026-08-21T15:51:13.121891+00:00,0.2276001116808723,0.38097835288328286,0.45297364101690407,0.5656312108039856,0.5577001957332387,0.436977,"[0.2276001116808723, 0.38097835288328286, 0.45297364101690407, 0.5656312108039856, 0.5577001957332387]",,,,,
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opt6_srif_lam0.99,opt6_sigma_delta.py,62febd8ddf82a115,6,1,--srif --srif-lam-init 0.99,,2,False,32,16,100,21,1.0295124607901591,0.7639405204460966,0.8098589976628622,0.7007575757575758,0.7765151515151515,1197086.6773190044,3.0745794773101807,129.5,2026-08-21T15:51:16.223270+00:00,0.22916696176809423,0.38158690403489504,0.4518230750280268,0.5709923260352191,0.5551376342773438,0.437741,"[0.22916696176809423, 0.38158690403489504, 0.4518230750280268, 0.5709923260352191, 0.5551376342773438]",1,127.61,0.10899,96.0,7378.0
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| 23 |
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opt6_srif_lam0.99,opt6_sigma_delta.py,62febd8ddf82a115,6,1,--srif --srif-lam-init 0.99,,2,False,32,16,100,22,0.944338431145622,0.8048327137546468,0.6113693352901575,0.7613636363636364,0.7765151515151515,1182569.6757635747,3.06866717338562,132.6,2026-08-21T15:51:19.317197+00:00,0.22538132877910838,0.37550325253430533,0.4518804199555341,0.5695094922009636,0.551054390037761,0.434666,"[0.22538132877910838, 0.37550325253430533, 0.4518804199555341, 0.5695094922009636, 0.551054390037761]",,,,,
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| 24 |
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opt6_srif_lam0.99,opt6_sigma_delta.py,62febd8ddf82a115,6,1,--srif --srif-lam-init 0.99,,2,False,32,16,100,23,0.8864148954919723,0.8364312267657993,0.9426281705047145,0.7007575757575758,0.7765151515151515,1165650.0171097284,3.0748226642608643,135.7,2026-08-21T15:51:22.417630+00:00,0.22258932099622838,0.3694574289462146,0.44380153978572173,0.5658540515338674,0.5498725596596213,0.430315,"[0.22258932099622838, 0.3694574289462146, 0.44380153978572173, 0.5658540515338674, 0.5498725596596213]",1,143.43,0.12251,94.5,7378.0
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| 25 |
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opt6_srif_lam0.99,opt6_sigma_delta.py,62febd8ddf82a115,6,1,--srif --srif-lam-init 0.99,,2,False,32,16,100,24,0.8931446944027586,0.8438661710037175,0.6202710875959108,0.8257575757575758,0.8257575757575758,1153757.9893947965,3.0740325450897217,138.8,2026-08-21T15:51:25.517578+00:00,0.21979150701971614,0.36704228380147147,0.43810803749982047,0.562218213782591,0.546141059959636,0.42666,"[0.21979150701971614, 0.36704228380147147, 0.43810803749982047, 0.562218213782591, 0.546141059959636]",1,120.3,0.10272,98.0,7378.0
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| 26 |
+
opt6_srif_lam0.99,opt6_sigma_delta.py,62febd8ddf82a115,6,1,--srif --srif-lam-init 0.99,,2,False,32,16,100,25,0.8888730165240489,0.8234200743494424,0.6171412260243387,0.7916666666666666,0.8257575757575758,1146902.311510181,3.0864522457122803,141.8,2026-08-21T15:51:28.638541+00:00,0.21764305584570942,0.3634113108410555,0.4384423511869767,0.5719720580998588,0.5466700617004844,0.427628,"[0.21764305584570942, 0.3634113108410555, 0.4384423511869767, 0.5719720580998588, 0.5466700617004844]",,,,,
|
| 27 |
+
opt6_srif_lam0.99,opt6_sigma_delta.py,62febd8ddf82a115,6,1,--srif --srif-lam-init 0.99,,2,False,32,16,100,26,0.8778914456917007,0.828996282527881,0.7465894439003684,0.7651515151515151,0.8257575757575758,1140900.6725113122,3.0793020725250244,144.9,2026-08-21T15:51:31.746205+00:00,0.21925746342715094,0.3610549989868613,0.42797640316626606,0.5613429546356201,0.5422963640269112,0.422386,"[0.21925746342715094, 0.3610549989868613, 0.42797640316626606, 0.5613429546356201, 0.5422963640269112]",1,138.58,0.11854,96.0,7378.0
|
| 28 |
+
opt6_srif_lam0.99,opt6_sigma_delta.py,62febd8ddf82a115,6,1,--srif --srif-lam-init 0.99,,2,False,32,16,100,27,0.8719327330146137,0.8661710037174721,0.5948199178233291,0.7386363636363636,0.8257575757575758,1129556.6961255656,3.0797247886657715,148.0,2026-08-21T15:51:34.851333+00:00,0.21795689796700196,0.35562511577325706,0.42292550206184387,0.5591859537012437,0.5432699918746948,0.419793,"[0.21795689796700196, 0.35562511577325706, 0.42292550206184387, 0.5591859537012437, 0.5432699918746948]",,,,,
|
| 29 |
+
opt6_srif_lam0.99,opt6_sigma_delta.py,62febd8ddf82a115,6,1,--srif --srif-lam-init 0.99,,2,False,32,16,100,28,0.863035254318918,0.862453531598513,0.7278135870442246,0.7575757575757576,0.8257575757575758,1135006.8741515838,3.0939953327178955,151.1,2026-08-21T15:51:37.971308+00:00,0.21859469571534326,0.3578658805173986,0.42594243323101716,0.5609409738989437,0.5374263069208931,0.420154,"[0.21859469571534326, 0.3578658805173986, 0.42594243323101716, 0.5609409738989437, 0.5374263069208931]",1,122.6,0.10537,95.5,7378.0
|
| 30 |
+
opt6_srif_lam0.99,opt6_sigma_delta.py,62febd8ddf82a115,6,1,--srif --srif-lam-init 0.99,,2,False,32,16,100,29,0.8480531460290505,0.8810408921933085,0.6443455147020745,0.7651515151515151,0.8257575757575758,1120651.583427602,3.105060338973999,154.2,2026-08-21T15:51:41.102413+00:00,0.21568446124301238,0.35268842472749595,0.4201140771893894,0.5627419352531433,0.5370198067496804,0.41765,"[0.21568446124301238, 0.35268842472749595, 0.4201140771893894, 0.5627419352531433, 0.5370198067496804]",1,137.43,0.11854,96.5,7378.0
|
| 31 |
+
opt6_srif_lam0.99,opt6_sigma_delta.py,62febd8ddf82a115,6,1,--srif --srif-lam-init 0.99,,2,False,32,16,100,30,0.8590841904891912,0.8420074349442379,0.5002215161468043,0.8068181818181818,0.8257575757575758,1096198.129949095,3.0896999835968018,157.3,2026-08-21T15:51:44.220197+00:00,0.21117075488847845,0.3422620489316828,0.41188498630243187,0.5646087422090418,0.5389068582478691,0.413767,"[0.21117075488847845, 0.3422620489316828, 0.41188498630243187, 0.5646087422090418, 0.5389068582478691]",,,,,
|
| 32 |
+
opt6_srif_lam0.99,opt6_sigma_delta.py,62febd8ddf82a115,6,1,--srif --srif-lam-init 0.99,,2,False,32,16,100,31,0.8575934375528953,0.8513011152416357,0.5353698080236261,0.7765151515151515,0.8257575757575758,1106921.3450226244,3.1016712188720703,160.4,2026-08-21T15:51:47.348261+00:00,0.21276644748799942,0.34537386192994957,0.418166565544465,0.5708890311858233,0.538656985058504,0.417171,"[0.21276644748799942, 0.34537386192994957, 0.418166565544465, 0.5708890311858233, 0.538656985058504]",1,132.87,0.11448,95.5,7378.0
|
| 33 |
+
opt6_srif_lam0.99,opt6_sigma_delta.py,62febd8ddf82a115,6,1,--srif --srif-lam-init 0.99,,2,False,32,16,100,32,0.8397023101721555,0.8698884758364313,0.5936908758047855,0.7651515151515151,0.8257575757575758,1110713.841204751,3.095797300338745,163.5,2026-08-21T15:51:50.468687+00:00,0.21603715682730956,0.34456315987250385,0.41341367889853087,0.5733772866866168,0.5325335509636823,0.415985,"[0.21603715682730956, 0.34456315987250385, 0.41341367889853087, 0.5733772866866168, 0.5325335509636823]",1,146.58,0.12605,91.0,7378.0
|
| 34 |
+
opt6_srif_lam0.99,opt6_sigma_delta.py,62febd8ddf82a115,6,1,--srif --srif-lam-init 0.99,,2,False,32,16,100,33,0.8368777063256303,0.8661710037174721,0.49715443723129504,0.8143939393939394,0.8257575757575758,1093892.95050905,3.09855055809021,166.6,2026-08-21T15:51:53.594095+00:00,0.21357819437980652,0.3371834439389846,0.40738269686698914,0.5675140198539285,0.5330573741127463,0.411743,"[0.21357819437980652, 0.3371834439389846, 0.40738269686698914, 0.5675140198539285, 0.5330573741127463]",,,,,
|
| 35 |
+
opt6_srif_lam0.99,opt6_sigma_delta.py,62febd8ddf82a115,6,1,--srif --srif-lam-init 0.99,,2,False,32,16,100,34,0.7903617753415303,0.9089219330855018,0.8770338965184761,0.6401515151515151,0.8257575757575758,1092589.16770362,3.1023495197296143,169.7,2026-08-21T15:51:56.726447+00:00,0.21306316729854136,0.33876970585654764,0.40533821197117076,0.5614621779497933,0.5303941614487592,0.409805,"[0.21306316729854136, 0.33876970585654764, 0.40533821197117076, 0.5614621779497933, 0.5303941614487592]",1,123.88,0.10676,95.5,7378.0
|
| 36 |
+
opt6_srif_lam0.99,opt6_sigma_delta.py,62febd8ddf82a115,6,1,--srif --srif-lam-init 0.99,,2,False,32,16,100,35,0.7958665523387243,0.8828996282527881,0.4416606209494851,0.8674242424242424,0.8674242424242424,1075580.7546662895,3.099330425262451,172.8,2026-08-21T15:51:59.851148+00:00,0.20985577562276056,0.33168991874246034,0.40010818137842064,0.5607993041767794,0.5268570044461418,0.405862,"[0.20985577562276056, 0.33168991874246034, 0.40010818137842064, 0.5607993041767794, 0.5268570044461418]",,,,,
|
| 37 |
+
opt6_srif_lam0.99,opt6_sigma_delta.py,62febd8ddf82a115,6,1,--srif --srif-lam-init 0.99,,2,False,32,16,100,36,0.8109176462467719,0.8903345724907064,0.6321985251975782,0.803030303030303,0.8674242424242424,1086702.1580882352,3.096339225769043,175.9,2026-08-21T15:52:02.981192+00:00,0.2121805899283465,0.33402718340649323,0.4049382157185498,0.5703271978041705,0.5285937470548293,0.410013,"[0.2121805899283465, 0.33402718340649323, 0.4049382157185498, 0.5703271978041705, 0.5285937470548293]",1,150.79,0.12969,95.5,7378.0
|
| 38 |
+
opt6_srif_lam0.99,opt6_sigma_delta.py,62febd8ddf82a115,6,1,--srif --srif-lam-init 0.99,,2,False,32,16,100,37,0.7979576332861607,0.8921933085501859,0.6443796591325239,0.7272727272727273,0.8674242424242424,1092866.6774604074,3.1038990020751953,179.0,2026-08-21T15:52:06.112177+00:00,0.2140867464682635,0.3367915171034196,0.4042886653367211,0.5674395280725816,0.5271556061856887,0.409952,"[0.2140867464682635, 0.3367915171034196, 0.4042886653367211, 0.5674395280725816, 0.5271556061856887]",1,119.07,0.10266,98.0,7378.0
|
| 39 |
+
opt6_srif_lam0.99,opt6_sigma_delta.py,62febd8ddf82a115,6,1,--srif --srif-lam-init 0.99,,2,False,32,16,100,38,0.78835696358663,0.8977695167286245,0.5693917364785166,0.7916666666666666,0.8674242424242424,1080948.6078902716,3.0960586071014404,182.1,2026-08-21T15:52:09.234272+00:00,0.21021585166454315,0.33278216684565826,0.40452735388980193,0.5694557533544653,0.528905360137715,0.409177,"[0.21021585166454315, 0.33278216684565826, 0.40452735388980193, 0.5694557533544653, 0.528905360137715]",,,,,
|
| 40 |
+
opt6_srif_lam0.99,opt6_sigma_delta.py,62febd8ddf82a115,6,1,--srif --srif-lam-init 0.99,,2,False,32,16,100,39,0.7774370822321527,0.9089219330855018,0.529186262325807,0.803030303030303,0.8674242424242424,1098252.5062217196,3.1024727821350098,185.2,2026-08-21T15:52:12.363375+00:00,0.2164994636002709,0.3375451757627375,0.40415429893661947,0.5647793201839223,0.521751905188841,0.408946,"[0.2164994636002709, 0.3375451757627375, 0.40415429893661947, 0.5647793201839223, 0.521751905188841]",1,140.93,0.12145,95.0,7378.0
|
| 41 |
+
opt6_srif_lam0.99,opt6_sigma_delta.py,62febd8ddf82a115,6,1,--srif --srif-lam-init 0.99,,2,False,32,16,100,40,0.7898988515470994,0.8828996282527881,0.5184584928281379,0.8068181818181818,0.8674242424242424,1078335.1382918553,3.086620807647705,188.3,2026-08-21T15:52:15.475295+00:00,0.21227029579527237,0.3311707605333889,0.39624481692033653,0.562927295179928,0.5247571433291716,0.405474,"[0.21227029579527237, 0.3311707605333889, 0.39624481692033653, 0.562927295179928, 0.5247571433291716]",1,131.99,0.11317,95.5,7378.0
|
| 42 |
+
opt6_srif_lam0.99,opt6_sigma_delta.py,62febd8ddf82a115,6,1,--srif --srif-lam-init 0.99,,2,False,32,16,100,41,0.7802973671030378,0.9014869888475836,0.57715987256079,0.7575757575757576,0.8674242424242424,1076073.058540724,3.0909547805786133,191.4,2026-08-21T15:52:18.596629+00:00,0.21060367454500759,0.32903048045494976,0.40092134826323567,0.5706422749687644,0.5265466535792631,0.407549,"[0.21060367454500759, 0.32903048045494976, 0.40092134826323567, 0.5706422749687644, 0.5265466535792631]",,,,,
|
| 43 |
+
opt6_srif_lam0.99,opt6_sigma_delta.py,62febd8ddf82a115,6,1,--srif --srif-lam-init 0.99,,2,False,32,16,100,42,0.7493874299925056,0.9144981412639405,0.52744349611528,0.7916666666666666,0.8674242424242424,1069179.2121040726,3.1035540103912354,194.5,2026-08-21T15:52:21.726661+00:00,0.20967920036876903,0.3258129270637737,0.3987665667253382,0.5674126358593211,0.5231531262397766,0.404965,"[0.20967920036876903, 0.3258129270637737, 0.3987665667253382, 0.5674126358593211, 0.5231531262397766]",1,136.82,0.11795,95.0,7378.0
|
| 44 |
+
opt6_srif_lam0.99,opt6_sigma_delta.py,62febd8ddf82a115,6,1,--srif --srif-lam-init 0.99,,2,False,32,16,100,43,0.74187876278583,0.9144981412639405,0.4495361564737378,0.8674242424242424,0.8674242424242424,1068656.131504525,3.0973587036132812,197.6,2026-08-21T15:52:24.849676+00:00,0.2097975971067653,0.3275500956703635,0.39492034736801596,0.5629057428416084,0.5248696523554185,0.404009,"[0.2097975971067653, 0.3275500956703635, 0.39492034736801596, 0.5629057428416084, 0.5248696523554185]",,,,,
|
| 45 |
+
opt6_srif_lam0.99,opt6_sigma_delta.py,62febd8ddf82a115,6,1,--srif --srif-lam-init 0.99,,2,False,32,16,100,44,0.7611108827768205,0.9070631970260223,0.6482339284636758,0.7613636363636364,0.8674242424242424,1072686.4688914027,3.10481333732605,200.7,2026-08-21T15:52:27.980262+00:00,0.21134069386650534,0.32796985612196083,0.395649114075829,0.563034804428325,0.5194730302866768,0.403493,"[0.21134069386650534, 0.32796985612196083, 0.395649114075829, 0.563034804428325, 0.5194730302866768]",1,131.01,0.11299,94.5,7378.0
|
| 46 |
+
opt6_srif_lam0.99,opt6_sigma_delta.py,62febd8ddf82a115,6,1,--srif --srif-lam-init 0.99,,2,False,32,16,100,45,0.7590483978778456,0.929368029739777,0.7359640562173092,0.7159090909090909,0.8674242424242424,1066858.2378393665,3.0955824851989746,203.8,2026-08-21T15:52:31.102029+00:00,0.2117474096662858,0.32387444201637716,0.390541870804394,0.5652095710530001,0.5201523900032043,0.402305,"[0.2117474096662858, 0.32387444201637716, 0.390541870804394, 0.5652095710530001, 0.5201523900032043]",1,131.85,0.11338,98.0,7378.0
|
| 47 |
+
opt6_srif_lam0.99,opt6_sigma_delta.py,62febd8ddf82a115,6,1,--srif --srif-lam-init 0.99,,2,False,32,16,100,46,0.7475555284315769,0.9163568773234201,0.3978144309737466,0.8863636363636364,0.8863636363636364,1061077.7795531675,3.093778133392334,206.9,2026-08-21T15:52:34.225316+00:00,0.20975602549665115,0.3224380612373352,0.3900898887830622,0.5663604490897235,0.5187579393386841,0.40148,"[0.20975602549665115, 0.3224380612373352, 0.3900898887830622, 0.5663604490897235, 0.5187579393386841]",,,,,
|
| 48 |
+
opt6_srif_lam0.99,opt6_sigma_delta.py,62febd8ddf82a115,6,1,--srif --srif-lam-init 0.99,,2,False,32,16,100,47,0.721625345347096,0.9349442379182156,0.5113109810785814,0.8371212121212122,0.8863636363636364,1059619.398755656,3.093611478805542,210.0,2026-08-21T15:52:37.350476+00:00,0.20980623452102437,0.3215581283849828,0.3886650239720064,0.5671792941934922,0.5186188466408673,0.401166,"[0.20980623452102437, 0.3215581283849828, 0.3886650239720064, 0.5671792941934922, 0.5186188466408673]",1,144.46,0.12414,96.5,7378.0
|
| 49 |
+
opt6_srif_lam0.99,opt6_sigma_delta.py,62febd8ddf82a115,6,1,--srif --srif-lam-init 0.99,,2,False,32,16,100,48,0.7090222113194519,0.9312267657992565,0.45154930786652997,0.8068181818181818,0.8863636363636364,1056077.9386312217,3.0897884368896484,213.0,2026-08-21T15:52:40.466705+00:00,0.20967656286323771,0.3198555392377517,0.38676537485683665,0.5635035704163944,0.5177940095172209,0.399519,"[0.20967656286323771, 0.3198555392377517, 0.38676537485683665, 0.5635035704163944, 0.5177940095172209]",,,,,
|
| 50 |
+
opt6_srif_lam0.99,opt6_sigma_delta.py,62febd8ddf82a115,6,1,--srif --srif-lam-init 0.99,,2,False,32,16,100,49,0.7126797422157344,0.9349442379182156,0.5326820666139777,0.803030303030303,0.8863636363636364,1050207.0900735294,3.086351156234741,216.1,2026-08-21T15:52:43.580442+00:00,0.209085531094495,0.317386656999588,0.38325992401908426,0.562287400750553,0.5123767256736755,0.396879,"[0.209085531094495, 0.317386656999588, 0.38325992401908426, 0.562287400750553, 0.5123767256736755]",1,132.7,0.11377,96.0,7378.0
|
| 51 |
+
opt6_srif_lam0.99,opt6_sigma_delta.py,62febd8ddf82a115,6,1,--srif --srif-lam-init 0.99,,2,False,32,16,100,50,0.7066027395787292,0.9349442379182156,0.42720400113047974,0.8787878787878788,0.8863636363636364,1041655.9509332579,3.085458517074585,219.2,2026-08-21T15:52:46.691831+00:00,0.2060334787649267,0.31565939328249765,0.3823715115294737,0.5632402300834656,0.5125295028967016,0.395967,"[0.2060334787649267, 0.31565939328249765, 0.3823715115294737, 0.5632402300834656, 0.5125295028967016]",1,114.72,0.09832,96.5,7378.0
|
| 52 |
+
opt6_srif_lam0.99,opt6_sigma_delta.py,62febd8ddf82a115,6,1,--srif --srif-lam-init 0.99,,2,False,32,16,100,51,0.7275613865444651,0.9330855018587361,0.5558099466742892,0.7803030303030303,0.8863636363636364,1051059.8559106335,3.091054916381836,222.3,2026-08-21T15:52:49.814252+00:00,0.2072805832414066,0.3186982677263372,0.3879691853242762,0.5682342613444609,0.5140083467259127,0.399238,"[0.2072805832414066, 0.3186982677263372, 0.3879691853242762, 0.5682342613444609, 0.5140083467259127]",,,,,
|
| 53 |
+
opt6_srif_lam0.99,opt6_sigma_delta.py,62febd8ddf82a115,6,1,--srif --srif-lam-init 0.99,,2,False,32,16,100,52,0.6894073384401966,0.9591078066914498,0.5270519933917306,0.8409090909090909,0.8863636363636364,1058983.4097850677,3.109027147293091,225.4,2026-08-21T15:52:52.955304+00:00,0.2099183342036079,0.3202690797693589,0.3892376440412858,0.5691256347824546,0.5096278120489681,0.399636,"[0.2099183342036079, 0.3202690797693589, 0.3892376440412858, 0.5691256347824546, 0.5096278120489681]",1,135.54,0.11705,95.0,7378.0
|
| 54 |
+
opt6_srif_lam0.99,opt6_sigma_delta.py,62febd8ddf82a115,6,1,--srif --srif-lam-init 0.99,,2,False,32,16,100,53,0.7193870003781797,0.9200743494423792,0.5652299550446597,0.7803030303030303,0.8863636363636364,1037881.0732466064,3.0959043502807617,228.5,2026-08-21T15:52:56.077968+00:00,0.20532613028498256,0.3129981598433326,0.383750798071132,0.5617775496314553,0.5086630056886112,0.394503,"[0.20532613028498256, 0.3129981598433326, 0.383750798071132, 0.5617775496314553, 0.5086630056886112]",1,142.39,0.12245,95.5,7378.0
|
| 55 |
+
opt6_srif_lam0.99,opt6_sigma_delta.py,62febd8ddf82a115,6,1,--srif --srif-lam-init 0.99,,2,False,32,16,100,54,0.7161863720993127,0.929368029739777,0.5505065376108343,0.8295454545454546,0.8863636363636364,1028274.1382918553,3.0944831371307373,231.6,2026-08-21T15:52:59.199115+00:00,0.20154040788902955,0.3106011590536903,0.38373850899584155,0.5680915292571572,0.5116305649280548,0.39512,"[0.20154040788902955, 0.3106011590536903, 0.38373850899584155, 0.5680915292571572, 0.5116305649280548]",,,,,
|
| 56 |
+
opt6_srif_lam0.99,opt6_sigma_delta.py,62febd8ddf82a115,6,1,--srif --srif-lam-init 0.99,,2,False,32,16,100,55,0.7094154566194045,0.9386617100371747,0.45651226061763184,0.8295454545454546,0.8863636363636364,1053552.9377828054,3.1080756187438965,234.7,2026-08-21T15:53:02.334228+00:00,0.2084678937407101,0.31944676006541534,0.3859029482392704,0.5707487323704887,0.5107669584891376,0.399067,"[0.2084678937407101, 0.31944676006541534, 0.3859029482392704, 0.5707487323704887, 0.5107669584891376]",1,123.9,0.10697,94.5,7378.0
|
| 57 |
+
opt6_srif_lam0.99,opt6_sigma_delta.py,62febd8ddf82a115,6,1,--srif --srif-lam-init 0.99,,2,False,32,16,100,56,0.6855308825641759,0.9442379182156134,0.5222341282801195,0.8333333333333334,0.8863636363636364,1032148.8484162897,3.091519594192505,237.8,2026-08-21T15:53:05.453686+00:00,0.20395732188926025,0.3112124327351065,0.37963268336127787,0.5704669496592354,0.5124081934199614,0.395536,"[0.20395732188926025, 0.3112124327351065, 0.37963268336127787, 0.5704669496592354, 0.5124081934199614]",,,,,
|
| 58 |
+
opt6_srif_lam0.99,opt6_sigma_delta.py,62febd8ddf82a115,6,1,--srif --srif-lam-init 0.99,,2,False,32,16,100,57,0.6823512688002179,0.9553903345724907,0.4887272571072434,0.7992424242424242,0.8863636363636364,1041058.8119343892,3.0990517139434814,240.9,2026-08-21T15:53:08.579575+00:00,0.2060860474320019,0.31356876387315635,0.38354122288086834,0.5699244106517118,0.5120892945457908,0.397042,"[0.2060860474320019, 0.31356876387315635, 0.38354122288086834, 0.5699244106517118, 0.5120892945457908]",1,150.94,0.12994,94.0,7378.0
|
| 59 |
+
opt6_srif_lam0.99,opt6_sigma_delta.py,62febd8ddf82a115,6,1,--srif --srif-lam-init 0.99,,2,False,32,16,100,58,0.6953993344395577,0.9423791821561338,0.4488040172692501,0.8409090909090909,0.8863636363636364,1042732.1521493212,3.088761806488037,244.0,2026-08-21T15:53:11.693751+00:00,0.20654218424769008,0.3135376116808723,0.38458141333916607,0.5717735115219565,0.5074738386799308,0.396782,"[0.20654218424769008, 0.3135376116808723, 0.38458141333916607, 0.5717735115219565, 0.5074738386799308]",1,124.56,0.10687,98.5,7378.0
|
| 60 |
+
opt6_srif_lam0.99,opt6_sigma_delta.py,62febd8ddf82a115,6,1,--srif --srif-lam-init 0.99,,2,False,32,16,100,59,0.6791274246230001,0.9609665427509294,0.4834792496580066,0.875,0.8863636363636364,1037061.0896493212,3.0876150131225586,247.1,2026-08-21T15:53:14.816435+00:00,0.2058338058345458,0.3118504092973821,0.3808433588813333,0.5682119727134705,0.5086681492188397,0.395082,"[0.2058338058345458, 0.3118504092973821, 0.3808433588813333, 0.5682119727134705, 0.5086681492188397]",,,,,
|
| 61 |
+
opt6_srif_lam0.99,opt6_sigma_delta.py,62febd8ddf82a115,6,1,--srif --srif-lam-init 0.99,,2,False,32,16,100,60,0.6666047225211189,0.9609665427509294,0.6111965495528597,0.7651515151515151,0.8863636363636364,1043419.8270644796,3.0939321517944336,250.2,2026-08-21T15:53:17.936155+00:00,0.2083974962725359,0.312514231485479,0.3808983792276943,0.5702428502195022,0.5076411331401152,0.395939,"[0.2083974962725359, 0.312514231485479, 0.3808983792276943, 0.5702428502195022, 0.5076411331401152]",1,126.47,0.10869,95.0,7378.0
|
| 62 |
+
opt6_srif_lam0.99,opt6_sigma_delta.py,62febd8ddf82a115,6,1,--srif --srif-lam-init 0.99,,2,False,32,16,100,61,0.6698628243017374,0.9609665427509294,0.5124305558927131,0.803030303030303,0.8863636363636364,1027792.8530825793,3.104527711868286,253.3,2026-08-21T15:53:21.072226+00:00,0.20356805885539336,0.3087458452757667,0.37835057868677024,0.5685722407172707,0.5084747917511884,0.393542,"[0.20356805885539336, 0.3087458452757667, 0.37835057868677024, 0.5685722407172707, 0.5084747917511884]",1,134.19,0.11572,95.5,7378.0
|
| 63 |
+
opt6_srif_lam0.99,opt6_sigma_delta.py,62febd8ddf82a115,6,1,--srif --srif-lam-init 0.99,,2,False,32,16,100,62,0.6724843923487185,0.9591078066914498,0.41749701536062994,0.8560606060606061,0.8863636363636364,1036967.9376414028,3.098707914352417,256.4,2026-08-21T15:53:24.197058+00:00,0.206204635255477,0.311909440685721,0.3792687689556795,0.5674579248708838,0.507639650036307,0.394496,"[0.206204635255477, 0.311909440685721, 0.3792687689556795, 0.5674579248708838, 0.507639650036307]",,,,,
|
| 64 |
+
opt6_srif_lam0.99,opt6_sigma_delta.py,62febd8ddf82a115,6,1,--srif --srif-lam-init 0.99,,2,False,32,16,100,63,0.6487841251614369,0.9646840148698885,0.43986327223705524,0.8446969696969697,0.8863636363636364,1040540.1388574662,3.094454526901245,259.5,2026-08-21T15:53:27.319323+00:00,0.20771867212127237,0.3125587859574486,0.3784617746577543,0.5686119900030249,0.5062198042869568,0.394714,"[0.20771867212127237, 0.3125587859574486, 0.3784617746577543, 0.5686119900030249, 0.5062198042869568]",1,116.82,0.10042,96.5,7378.0
|
| 65 |
+
opt6_srif_lam0.99,opt6_sigma_delta.py,62febd8ddf82a115,6,1,--srif --srif-lam-init 0.99,,2,False,32,16,100,64,0.6367078864441486,0.9739776951672863,0.41574427711241174,0.8787878787878788,0.8863636363636364,1031859.8717477376,3.0971250534057617,262.6,2026-08-21T15:53:30.441208+00:00,0.20613618545672474,0.30995280251783486,0.37441880212110634,0.5647363452350392,0.5060247884077185,0.392254,"[0.20613618545672474, 0.30995280251783486, 0.37441880212110634, 0.5647363452350392, 0.5060247884077185]",,,,,
|
| 66 |
+
opt6_srif_lam0.99,opt6_sigma_delta.py,62febd8ddf82a115,6,1,--srif --srif-lam-init 0.99,,2,False,32,16,100,65,0.6298076895976156,0.9795539033457249,0.5081382881511342,0.8446969696969697,0.8863636363636364,1036227.1408371041,3.107731580734253,265.7,2026-08-21T15:53:33.574495+00:00,0.20628034717896404,0.3118507248513839,0.377695092383553,0.5674978845259723,0.5054783365305733,0.39376,"[0.20628034717896404, 0.3118507248513839, 0.377695092383553, 0.5674978845259723, 0.5054783365305733]",2,66.77,0.05764,95.0,3689.0
|
| 67 |
+
opt6_srif_lam0.99,opt6_sigma_delta.py,62febd8ddf82a115,6,1,--srif --srif-lam-init 0.99,,2,False,32,16,100,66,0.649268164289042,0.966542750929368,0.47221484870621655,0.8333333333333334,0.8863636363636364,1045416.4343891402,3.0929062366485596,268.8,2026-08-21T15:53:36.694019+00:00,0.20977776278467739,0.31416109905523415,0.37668393639957204,0.5672562928760753,0.5047289483687457,0.394522,"[0.20977776278467739, 0.31416109905523415, 0.37668393639957204, 0.5672562928760753, 0.5047289483687457]",,,,,
|
| 68 |
+
opt6_srif_lam0.99,opt6_sigma_delta.py,62febd8ddf82a115,6,1,--srif --srif-lam-init 0.99,,2,False,32,16,100,67,0.6254963331949313,0.9814126394052045,0.5498381591204441,0.8295454545454546,0.8863636363636364,1036741.1593608598,3.1095354557037354,271.9,2026-08-21T15:53:39.829244+00:00,0.207965290721725,0.3107609924148111,0.37438516055836396,0.5664815727402183,0.5044117587454179,0.392801,"[0.207965290721725, 0.3107609924148111, 0.37438516055836396, 0.5664815727402183, 0.5044117587454179]",1,133.0,0.11488,96.5,7378.0
|
| 69 |
+
opt6_srif_lam0.99,opt6_sigma_delta.py,62febd8ddf82a115,6,1,--srif --srif-lam-init 0.99,,2,False,32,16,100,68,0.630492603468629,0.983271375464684,0.4047847363081845,0.8863636363636364,0.8863636363636364,1029996.7146493212,3.098451614379883,275.0,2026-08-21T15:53:42.958133+00:00,0.20637715038131266,0.30862576295347777,0.372444773421568,0.5653819091179791,0.5027948267319623,0.391125,"[0.20637715038131266, 0.30862576295347777, 0.372444773421568, 0.5653819091179791, 0.5027948267319623]",1,142.72,0.12284,94.5,7378.0
|
| 70 |
+
opt6_srif_lam0.99,opt6_sigma_delta.py,62febd8ddf82a115,6,1,--srif --srif-lam-init 0.99,,2,False,32,16,100,69,0.6117961200639661,0.983271375464684,0.3994843445040963,0.8977272727272727,0.8977272727272727,1027537.9776583711,3.0935070514678955,278.1,2026-08-21T15:53:46.078132+00:00,0.2061035098398433,0.3068772642051472,0.37219568561105165,0.56599321084864,0.5026987878715291,0.390774,"[0.2061035098398433, 0.3068772642051472, 0.37219568561105165, 0.56599321084864, 0.5026987878715291]",,,,,
|
| 71 |
+
opt6_srif_lam0.99,opt6_sigma_delta.py,62febd8ddf82a115,6,1,--srif --srif-lam-init 0.99,,2,False,32,16,100,70,0.6550488141832742,0.9535315985130112,0.5165589397603815,0.821969696969697,0.8977272727272727,1041788.4768099549,3.0947377681732178,281.2,2026-08-21T15:53:49.208327+00:00,0.2095385491847992,0.3108381120597615,0.37665509826996746,0.5702359080314636,0.5026435168350444,0.393982,"[0.2095385491847992, 0.3108381120597615, 0.37665509826996746, 0.5702359080314636, 0.5026435168350444]",1,130.96,0.11258,96.5,7378.0
|
| 72 |
+
opt6_srif_lam0.99,opt6_sigma_delta.py,62febd8ddf82a115,6,1,--srif --srif-lam-init 0.99,,2,False,32,16,100,71,0.6314493599434324,0.9739776951672863,0.4505376075253342,0.8522727272727273,0.8977272727272727,1030476.7914309956,3.1084165573120117,284.3,2026-08-21T15:53:52.342720+00:00,0.20632595349760616,0.30848366197417765,0.37361883591203127,0.566408329150256,0.5011250937686247,0.391192,"[0.20632595349760616, 0.30848366197417765, 0.37361883591203127, 0.566408329150256, 0.5011250937686247]",1,112.16,0.09684,98.0,7378.0
|
| 73 |
+
opt6_srif_lam0.99,opt6_sigma_delta.py,62febd8ddf82a115,6,1,--srif --srif-lam-init 0.99,,2,False,32,16,100,72,0.631786249827275,0.9776951672862454,0.46147583515355084,0.8522727272727273,0.8977272727272727,1037485.600678733,3.099159002304077,287.4,2026-08-21T15:53:55.467023+00:00,0.20874601427246542,0.30965931801234975,0.37489065001992616,0.5668739676475525,0.497914103900685,0.391617,"[0.20874601427246542, 0.30965931801234975, 0.37489065001992616, 0.5668739676475525, 0.497914103900685]",,,,,
|
| 74 |
+
opt6_srif_lam0.99,opt6_sigma_delta.py,62febd8ddf82a115,6,1,--srif --srif-lam-init 0.99,,2,False,32,16,100,73,0.6084101146924894,0.9869888475836431,0.4278095337477597,0.8598484848484849,0.8977272727272727,1038186.9987273755,3.0879900455474854,290.5,2026-08-21T15:53:58.580389+00:00,0.20929857124300563,0.3098657972672406,0.37406062729218426,0.5649129958713756,0.5000969557201161,0.391647,"[0.20929857124300563, 0.3098657972672406, 0.37406062729218426, 0.5649129958713756, 0.5000969557201161]",1,136.35,0.11696,96.0,7378.0
|
| 75 |
+
opt6_srif_lam0.99,opt6_sigma_delta.py,62febd8ddf82a115,6,1,--srif --srif-lam-init 0.99,,2,False,32,16,100,74,0.6111417789441502,0.9888475836431226,0.45144951343536377,0.8409090909090909,0.8977272727272727,1026284.9860011312,3.096491813659668,293.6,2026-08-21T15:54:01.703820+00:00,0.2060913531219258,0.30647267138256745,0.3711451116730185,0.5640103080693413,0.5035643787945018,0.390257,"[0.2060913531219258, 0.30647267138256745, 0.3711451116730185, 0.5640103080693413, 0.5035643787945018]",,,,,
|
| 76 |
+
opt6_srif_lam0.99,opt6_sigma_delta.py,62febd8ddf82a115,6,1,--srif --srif-lam-init 0.99,,2,False,32,16,100,75,0.605862708783061,0.9888475836431226,0.4433310320883086,0.8560606060606061,0.8977272727272727,1015669.0446832579,3.0985920429229736,296.7,2026-08-21T15:54:04.830031+00:00,0.2036203154746224,0.3027050758109373,0.3683866279966691,0.5636585635297439,0.5046359440859627,0.388601,"[0.2036203154746224, 0.3027050758109373, 0.3683866279966691, 0.5636585635297439, 0.5046359440859627]",1,120.91,0.10407,96.5,7378.0
|
| 77 |
+
opt6_srif_lam0.99,opt6_sigma_delta.py,62febd8ddf82a115,6,1,--srif --srif-lam-init 0.99,,2,False,32,16,100,76,0.6126520700171091,0.9869888475836431,0.5123093832622875,0.8484848484848485,0.8977272727272727,1028811.0658936652,3.0983428955078125,299.8,2026-08-21T15:54:07.952774+00:00,0.20689134387408986,0.30685968609417186,0.37190429778660045,0.5643700852113611,0.5032059690531563,0.390646,"[0.20689134387408986, 0.30685968609417186, 0.37190429778660045, 0.5643700852113611, 0.5032059690531563]",1,131.88,0.1135,95.0,7378.0
|
| 78 |
+
opt6_srif_lam0.99,opt6_sigma_delta.py,62febd8ddf82a115,6,1,--srif --srif-lam-init 0.99,,2,False,32,16,100,77,0.6081436331830503,0.9851301115241635,0.4690043736587871,0.8371212121212122,0.8977272727272727,1032564.1293834843,3.1003150939941406,302.9,2026-08-21T15:54:11.078485+00:00,0.20764892329187953,0.30797768866314607,0.37354373931884766,0.5656989637543174,0.49827593039063844,0.390629,"[0.20764892329187953, 0.30797768866314607, 0.37354373931884766, 0.5656989637543174, 0.49827593039063844]",,,,,
|
| 79 |
+
opt6_srif_lam0.99,opt6_sigma_delta.py,62febd8ddf82a115,6,1,--srif --srif-lam-init 0.99,,2,False,32,16,100,78,0.6034360534639607,0.983271375464684,0.40808969736099243,0.8863636363636364,0.8977272727272727,1024269.8757070136,3.092237949371338,305.9,2026-08-21T15:54:14.197754+00:00,0.2060481423840803,0.3049642075510586,0.37050391120069165,0.5640448086401996,0.5021996147492352,0.389552,"[0.2060481423840803, 0.3049642075510586, 0.37050391120069165, 0.5640448086401996, 0.5021996147492352]",1,121.52,0.10438,96.5,7378.0
|
| 80 |
+
opt6_srif_lam0.99,opt6_sigma_delta.py,62febd8ddf82a115,6,1,--srif --srif-lam-init 0.99,,2,False,32,16,100,79,0.6090552286144526,0.9888475836431226,0.41069510037248785,0.8712121212121212,0.8977272727272727,1035274.8800904977,3.091031312942505,309.0,2026-08-21T15:54:17.314260+00:00,0.20847236496560714,0.3085576558814329,0.3740675554556005,0.566440694472369,0.49867245029000673,0.391242,"[0.20847236496560714, 0.3085576558814329, 0.3740675554556005, 0.566440694472369, 0.49867245029000673]",1,131.89,0.11324,89.0,7378.0
|
| 81 |
+
opt6_srif_lam0.99,opt6_sigma_delta.py,62febd8ddf82a115,6,1,--srif --srif-lam-init 0.99,,2,False,32,16,100,80,0.5939396792628064,0.9962825278810409,0.41210723194209015,0.8863636363636364,0.8977272727272727,1037628.8952205882,3.094822883605957,312.1,2026-08-21T15:54:20.434137+00:00,0.20899436316069434,0.3092939485521877,0.37466446967685924,0.5677482590955847,0.4990255446995006,0.391945,"[0.20899436316069434, 0.3092939485521877, 0.37466446967685924, 0.5677482590955847, 0.4990255446995006]",,,,,
|
| 82 |
+
opt6_srif_lam0.99,opt6_sigma_delta.py,62febd8ddf82a115,6,1,--srif --srif-lam-init 0.99,,2,False,32,16,100,81,0.5980958834456689,0.9851301115241635,0.42579619180072437,0.8825757575757576,0.8977272727272727,1016173.8714649322,3.1062300205230713,315.2,2026-08-21T15:54:23.569456+00:00,0.2042817490942338,0.3025282709037556,0.36731423525249257,0.5627793564515955,0.502222536241307,0.387825,"[0.2042817490942338, 0.3025282709037556, 0.36731423525249257, 0.5627793564515955, 0.502222536241307]",1,132.95,0.11471,97.0,7378.0
|
| 83 |
+
opt6_srif_lam0.99,opt6_sigma_delta.py,62febd8ddf82a115,6,1,--srif --srif-lam-init 0.99,,2,False,32,16,100,82,0.5877509332057712,0.9962825278810409,0.3999574202479738,0.875,0.8977272727272727,1034169.1674208146,3.088343620300293,318.3,2026-08-21T15:54:26.685918+00:00,0.20860043693991268,0.30853790044784546,0.3717048553859486,0.565458332791048,0.5003218159956091,0.390925,"[0.20860043693991268, 0.30853790044784546, 0.3717048553859486, 0.565458332791048, 0.5003218159956091]",,,,,
|
| 84 |
+
opt6_srif_lam0.99,opt6_sigma_delta.py,62febd8ddf82a115,6,1,--srif --srif-lam-init 0.99,,2,False,32,16,100,83,0.591898782102592,0.9944237918215614,0.41835206837365124,0.875,0.8977272727272727,1028975.4922228506,3.0971295833587646,321.4,2026-08-21T15:54:29.808856+00:00,0.2074671028291478,0.3065795635475832,0.37051085338873024,0.5645090096137103,0.4987441722084494,0.389562,"[0.2074671028291478, 0.3065795635475832, 0.37051085338873024, 0.5645090096137103, 0.4987441722084494]",1,137.38,0.11819,95.5,7378.0
|
| 85 |
+
opt6_srif_lam0.99,opt6_sigma_delta.py,62febd8ddf82a115,6,1,--srif --srif-lam-init 0.99,,2,False,32,16,100,84,0.5879861619392736,0.9925650557620818,0.4158254392219312,0.875,0.8977272727272727,1038335.0179581447,3.1087141036987305,324.5,2026-08-21T15:54:32.943077+00:00,0.20967661720864914,0.3092966062181136,0.3737282069290386,0.5660294644972858,0.49767931945183697,0.391282,"[0.20967661720864914, 0.3092966062181136, 0.3737282069290386, 0.5660294644972858, 0.49767931945183697]",1,113.98,0.09843,98.5,7378.0
|
| 86 |
+
opt6_srif_lam0.99,opt6_sigma_delta.py,62febd8ddf82a115,6,1,--srif --srif-lam-init 0.99,,2,False,32,16,100,85,0.5897076502165387,0.9944237918215614,0.39036164410186536,0.875,0.8977272727272727,1025914.6350395927,3.097460985183716,327.6,2026-08-21T15:54:36.066128+00:00,0.20725641969372244,0.30553384738809924,0.36809319958967324,0.5625548958778381,0.4988447007010965,0.388457,"[0.20725641969372244, 0.30553384738809924, 0.36809319958967324, 0.5625548958778381, 0.4988447007010965]",,,,,
|
| 87 |
+
opt6_srif_lam0.99,opt6_sigma_delta.py,62febd8ddf82a115,6,1,--srif --srif-lam-init 0.99,,2,False,32,16,100,86,0.5921267111505274,0.9925650557620818,0.43848286162723193,0.8712121212121212,0.8977272727272727,1023081.3388009049,3.0956778526306152,330.7,2026-08-21T15:54:39.187335+00:00,0.20661521483870113,0.3041774104623234,0.36761701457640705,0.5639330955112681,0.49920718284214244,0.38831,"[0.20661521483870113, 0.3041774104623234, 0.36761701457640705, 0.5639330955112681, 0.49920718284214244]",1,130.41,0.11214,95.5,7378.0
|
| 88 |
+
opt6_srif_lam0.99,opt6_sigma_delta.py,62febd8ddf82a115,6,1,--srif --srif-lam-init 0.99,,2,False,32,16,100,87,0.5794647894384249,0.9981412639405205,0.4187741767276417,0.8825757575757576,0.8977272727272727,1041341.014423077,3.0937857627868652,333.8,2026-08-21T15:54:42.306712+00:00,0.2111203950994155,0.3100619316101074,0.3722836375236511,0.5654509838889626,0.49872325097813325,0.391528,"[0.2111203950994155, 0.3100619316101074, 0.3722836375236511, 0.5654509838889626, 0.49872325097813325]",1,140.01,0.12032,96.5,7378.0
|
| 89 |
+
opt6_srif_lam0.99,opt6_sigma_delta.py,62febd8ddf82a115,6,1,--srif --srif-lam-init 0.99,,2,False,32,16,100,88,0.5792964612684285,0.9925650557620818,0.43105324922185956,0.875,0.8977272727272727,1039216.6573812217,3.0977227687835693,336.9,2026-08-21T15:54:45.429963+00:00,0.2102496755473754,0.3098590461646809,0.372077836709864,0.5656942199258244,0.4975856945795171,0.391093,"[0.2102496755473754, 0.3098590461646809, 0.372077836709864, 0.5656942199258244, 0.4975856945795171]",,,,,
|
| 90 |
+
opt6_srif_lam0.99,opt6_sigma_delta.py,62febd8ddf82a115,6,1,--srif --srif-lam-init 0.99,,2,False,32,16,100,89,0.5786890044088258,0.9944237918215614,0.4035181285757007,0.8939393939393939,0.8977272727272727,1028466.1377262443,3.1054117679595947,340.0,2026-08-21T15:54:48.562740+00:00,0.20768332130768719,0.30633798592230854,0.36925722921595855,0.5640259350047392,0.5000177797149209,0.389464,"[0.20768332130768719, 0.30633798592230854, 0.36925722921595855, 0.5640259350047392, 0.5000177797149209]",2,63.02,0.05437,94.5,3689.0
|
| 91 |
+
opt6_srif_lam0.99,opt6_sigma_delta.py,62febd8ddf82a115,6,1,--srif --srif-lam-init 0.99,,2,False,32,16,100,90,0.5800766477354398,0.9944237918215614,0.43668350261269195,0.8712121212121212,0.8977272727272727,1029277.4720022624,3.1036128997802734,343.1,2026-08-21T15:54:51.691486+00:00,0.20737232881433823,0.30668963930186105,0.37093490888090697,0.5658733073402854,0.49687861344393564,0.38955,"[0.20737232881433823, 0.30668963930186105, 0.37093490888090697, 0.5658733073402854, 0.49687861344393564]",,,,,
|
| 92 |
+
opt6_srif_lam0.99,opt6_sigma_delta.py,62febd8ddf82a115,6,1,--srif --srif-lam-init 0.99,,2,False,32,16,100,91,0.582067791192505,0.9981412639405205,0.4114509798360593,0.8901515151515151,0.8977272727272727,1014261.9971719456,3.097913980484009,346.2,2026-08-21T15:54:54.815307+00:00,0.20480634798021877,0.30113595548798056,0.3645944612867692,0.5619437554303337,0.5001874215462628,0.386534,"[0.20480634798021877, 0.30113595548798056, 0.3645944612867692, 0.5619437554303337, 0.5001874215462628]",1,126.74,0.10906,95.0,7378.0
|
| 93 |
+
opt6_srif_lam0.99,opt6_sigma_delta.py,62febd8ddf82a115,6,1,--srif --srif-lam-init 0.99,,2,False,32,16,100,92,0.5859832909913755,0.9944237918215614,0.40925437121680286,0.8787878787878788,0.8977272727272727,1030451.3928167421,3.094815969467163,349.3,2026-08-21T15:54:57.935220+00:00,0.20788860233391032,0.30714376884348255,0.3703710051143871,0.5652918219566345,0.49528822828741637,0.389197,"[0.20788860233391032, 0.30714376884348255, 0.3703710051143871, 0.5652918219566345, 0.49528822828741637]",,,,,
|
| 94 |
+
opt6_srif_lam0.99,opt6_sigma_delta.py,62febd8ddf82a115,6,1,--srif --srif-lam-init 0.99,,2,False,32,16,100,93,0.5795845661907835,0.9962825278810409,0.40487250279296527,0.8863636363636364,0.8977272727272727,1027863.9649321266,3.099743604660034,352.4,2026-08-21T15:55:01.063375+00:00,0.20751448764520533,0.3061327653772691,0.3692057202844059,0.5641124213443083,0.4979899139965282,0.388991,"[0.20751448764520533, 0.3061327653772691, 0.3692057202844059, 0.5641124213443083, 0.4979899139965282]",1,132.91,0.11444,90.5,7378.0
|
| 95 |
+
opt6_srif_lam0.99,opt6_sigma_delta.py,62febd8ddf82a115,6,1,--srif --srif-lam-init 0.99,,2,False,32,16,100,94,0.5854412680664913,0.9944237918215614,0.4063092524355108,0.8825757575757576,0.8977272727272727,1027610.5844174207,3.1129567623138428,355.5,2026-08-21T15:55:04.201169+00:00,0.20771707594394684,0.30578093143070445,0.3686795374926399,0.5639935731887817,0.4958473496577319,0.388404,"[0.20771707594394684, 0.30578093143070445, 0.3686795374926399, 0.5639935731887817, 0.4958473496577319]",1,134.13,0.11598,95.0,7378.0
|
| 96 |
+
opt6_srif_lam0.99,opt6_sigma_delta.py,62febd8ddf82a115,6,1,--srif --srif-lam-init 0.99,,2,False,32,16,100,95,0.5782156427110438,0.9944237918215614,0.4109561596855973,0.8901515151515151,0.8977272727272727,1026387.6093042986,3.091750144958496,358.6,2026-08-21T15:55:07.319024+00:00,0.20704728189636679,0.3058384919867796,0.36907734765725975,0.5632377372068518,0.49722977070247426,0.388486,"[0.20704728189636679, 0.3058384919867796, 0.36907734765725975, 0.5632377372068518, 0.49722977070247426]",,,,,
|
| 97 |
+
opt6_srif_lam0.99,opt6_sigma_delta.py,62febd8ddf82a115,6,1,--srif --srif-lam-init 0.99,,2,False,32,16,100,96,0.5842132479727933,0.9925650557620818,0.4083818757172787,0.8939393939393939,0.8977272727272727,1036661.3355486426,3.0979368686676025,361.7,2026-08-21T15:55:10.444562+00:00,0.20948941392057083,0.3087400653783013,0.37227961946936217,0.566527289502761,0.4972454099094166,0.390856,"[0.20948941392057083, 0.3087400653783013, 0.37227961946936217, 0.566527289502761, 0.4972454099094166]",1,149.58,0.12872,97.0,7378.0
|
| 98 |
+
opt6_srif_lam0.99,opt6_sigma_delta.py,62febd8ddf82a115,6,1,--srif --srif-lam-init 0.99,,2,False,32,16,100,97,0.5754801728468402,1.0,0.40106187399589655,0.8901515151515151,0.8977272727272727,1032578.6179298642,3.1062490940093994,364.8,2026-08-21T15:55:13.576559+00:00,0.20863819122314453,0.3077787371242748,0.3703867617775412,0.5642556793549481,0.49730297397164736,0.389672,"[0.20863819122314453, 0.3077787371242748, 0.3703867617775412, 0.5642556793549481, 0.49730297397164736]",1,116.16,0.10023,97.5,7378.0
|
| 99 |
+
opt6_srif_lam0.99,opt6_sigma_delta.py,62febd8ddf82a115,6,1,--srif --srif-lam-init 0.99,,2,False,32,16,100,98,0.5780183577626168,0.9962825278810409,0.4054206916780183,0.8977272727272727,0.8977272727272727,1030623.8610011312,3.098186492919922,367.9,2026-08-21T15:55:16.700100+00:00,0.20816869157202103,0.30711330210461335,0.3698803063701181,0.5641474899123696,0.49821753712261424,0.389505,"[0.20816869157202103, 0.30711330210461335, 0.3698803063701181, 0.5641474899123696, 0.49821753712261424]",,,,,
|
| 100 |
+
opt6_srif_lam0.99,opt6_sigma_delta.py,62febd8ddf82a115,6,1,--srif --srif-lam-init 0.99,,2,False,32,16,100,99,0.580226431548817,0.9925650557620818,0.4072322737086903,0.8863636363636364,0.8977272727272727,1033496.1750565611,3.086552143096924,371.0,2026-08-21T15:55:19.813152+00:00,0.20854651840294108,0.30823338732999916,0.37139590172206655,0.565130847341874,0.49598707696970773,0.389859,"[0.20854651840294108, 0.30823338732999916, 0.37139590172206655, 0.565130847341874, 0.49598707696970773]",1,143.14,0.12272,97.0,7378.0
|
| 101 |
+
opt6_srif_lam0.99,opt6_sigma_delta.py,62febd8ddf82a115,6,1,--srif --srif-lam-init 0.99,,2,False,32,16,100,100,0.5778052868896257,1.0,0.4032738886096261,0.8901515151515151,0.8977272727272727,1039313.9571549774,3.098092555999756,374.1,2026-08-21T15:55:22.938322+00:00,0.2100210601792616,0.3100438030327068,0.37275148139280434,0.5661003764937905,0.49474742132074695,0.390733,"[0.2100210601792616, 0.3100438030327068, 0.37275148139280434, 0.5661003764937905, 0.49474742132074695]",,,,,
|
opt6_sigma_delta/opt6_srif_lam0.99.epochs.jsonl
ADDED
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| 1 |
+
{"epoch": 1, "train_loss": 3.8758724595534315, "train_acc": 0.4423791821561338, "test_loss": 1.447936368711067, "test_acc": 0.4583333333333333, "best_acc": 0.4583333333333333, "spike_rates": [0.25640519927529726, 0.4278890946332146, 0.5077470155323253, 0.5409025234334609, 0.5976639319868648], "spikes_per_sample": 1328495.32395362, "wall_time_s": 67.62581133842468, "timestamp": "2026-08-21T15:50:13.689614+00:00"}
|
| 2 |
+
{"epoch": 2, "train_loss": 1.9773151387069305, "train_acc": 0.4423791821561338, "test_loss": 2.703417485410517, "test_acc": 0.4015151515151515, "best_acc": 0.4583333333333333, "spike_rates": [0.25332945760558634, 0.4509682497557472, 0.5606933867230135, 0.5919710748335895, 0.631755018935484], "spikes_per_sample": 1380985.916713801, "wall_time_s": 3.1057193279266357, "timestamp": "2026-08-21T15:50:16.842206+00:00"}
|
| 3 |
+
{"epoch": 3, "train_loss": 1.6396290994488174, "train_acc": 0.516728624535316, "test_loss": 1.4466896021004878, "test_acc": 0.49242424242424243, "best_acc": 0.49242424242424243, "spike_rates": [0.24852393304600434, 0.4484899692675647, 0.5613116972586688, 0.5963904822573942, 0.6287323131280786], "spikes_per_sample": 1369187.9027149323, "wall_time_s": 3.1371917724609375, "timestamp": "2026-08-21T15:50:20.007384+00:00"}
|
| 4 |
+
{"epoch": 4, "train_loss": 1.508758827213018, "train_acc": 0.5483271375464684, "test_loss": 1.1277304038856968, "test_acc": 0.5378787878787878, "best_acc": 0.5378787878787878, "spike_rates": [0.2557319376398535, 0.45816392057082234, 0.5705942932297202, 0.5955470765338224, 0.6224549237419578], "spikes_per_sample": 1399152.101668552, "wall_time_s": 3.1355655193328857, "timestamp": "2026-08-21T15:50:23.175424+00:00"}
|
| 5 |
+
{"epoch": 5, "train_loss": 1.4601789943347634, "train_acc": 0.5390334572490706, "test_loss": 1.0132146315141157, "test_acc": 0.5568181818181818, "best_acc": 0.5568181818181818, "spike_rates": [0.2558073007008609, 0.4613301087828243, 0.56796453630223, 0.5942814350128174, 0.61949183660395], "spikes_per_sample": 1401059.90625, "wall_time_s": 3.138380527496338, "timestamp": "2026-08-21T15:50:26.348620+00:00"}
|
| 6 |
+
{"epoch": 6, "train_loss": 1.34861867002395, "train_acc": 0.6096654275092936, "test_loss": 1.2753184455813784, "test_acc": 0.5606060606060606, "best_acc": 0.5606060606060606, "spike_rates": [0.2551291549907011, 0.4598634751404033, 0.5649775617262897, 0.5964842719190261, 0.6118772520738489], "spikes_per_sample": 1396759.32550905, "wall_time_s": 3.129122495651245, "timestamp": "2026-08-21T15:50:29.511607+00:00"}
|
| 7 |
+
{"epoch": 7, "train_loss": 1.3640364789608244, "train_acc": 0.5836431226765799, "test_loss": 0.949734835913687, "test_acc": 0.5643939393939394, "best_acc": 0.5643939393939394, "spike_rates": [0.25763237651656656, 0.4567161763415617, 0.5539877064087811, 0.5846070366747239, 0.5978110642994151], "spikes_per_sample": 1391272.2801187783, "wall_time_s": 3.130762815475464, "timestamp": "2026-08-21T15:50:32.679554+00:00"}
|
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{"epoch": 86, "train_loss": 0.5921267111505274, "train_acc": 0.9925650557620818, "test_loss": 0.43848286162723193, "test_acc": 0.8712121212121212, "best_acc": 0.8977272727272727, "spike_rates": [0.20661521483870113, 0.3041774104623234, 0.36761701457640705, 0.5639330955112681, 0.49920718284214244], "spikes_per_sample": 1023081.3388009049, "wall_time_s": 3.0956778526306152, "timestamp": "2026-08-21T15:54:39.187335+00:00"}
|
| 87 |
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{"epoch": 87, "train_loss": 0.5794647894384249, "train_acc": 0.9981412639405205, "test_loss": 0.4187741767276417, "test_acc": 0.8825757575757576, "best_acc": 0.8977272727272727, "spike_rates": [0.2111203950994155, 0.3100619316101074, 0.3722836375236511, 0.5654509838889626, 0.49872325097813325], "spikes_per_sample": 1041341.014423077, "wall_time_s": 3.0937857627868652, "timestamp": "2026-08-21T15:54:42.306712+00:00"}
|
| 88 |
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| 89 |
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| 90 |
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|
| 91 |
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| 92 |
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| 93 |
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| 94 |
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|
| 95 |
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|
| 96 |
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{"epoch": 96, "train_loss": 0.5842132479727933, "train_acc": 0.9925650557620818, "test_loss": 0.4083818757172787, "test_acc": 0.8939393939393939, "best_acc": 0.8977272727272727, "spike_rates": [0.20948941392057083, 0.3087400653783013, 0.37227961946936217, 0.566527289502761, 0.4972454099094166], "spikes_per_sample": 1036661.3355486426, "wall_time_s": 3.0979368686676025, "timestamp": "2026-08-21T15:55:10.444562+00:00"}
|
| 97 |
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{"epoch": 97, "train_loss": 0.5754801728468402, "train_acc": 1.0, "test_loss": 0.40106187399589655, "test_acc": 0.8901515151515151, "best_acc": 0.8977272727272727, "spike_rates": [0.20863819122314453, 0.3077787371242748, 0.3703867617775412, 0.5642556793549481, 0.49730297397164736], "spikes_per_sample": 1032578.6179298642, "wall_time_s": 3.1062490940093994, "timestamp": "2026-08-21T15:55:13.576559+00:00"}
|
| 98 |
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|
| 99 |
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{"epoch": 99, "train_loss": 0.580226431548817, "train_acc": 0.9925650557620818, "test_loss": 0.4072322737086903, "test_acc": 0.8863636363636364, "best_acc": 0.8977272727272727, "spike_rates": [0.20854651840294108, 0.30823338732999916, 0.37139590172206655, 0.565130847341874, 0.49598707696970773], "spikes_per_sample": 1033496.1750565611, "wall_time_s": 3.086552143096924, "timestamp": "2026-08-21T15:55:19.813152+00:00"}
|
| 100 |
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{"epoch": 100, "train_loss": 0.5778052868896257, "train_acc": 1.0, "test_loss": 0.4032738886096261, "test_acc": 0.8901515151515151, "best_acc": 0.8977272727272727, "spike_rates": [0.2100210601792616, 0.3100438030327068, 0.37275148139280434, 0.5661003764937905, 0.49474742132074695], "spikes_per_sample": 1039313.9571549774, "wall_time_s": 3.098092555999756, "timestamp": "2026-08-21T15:55:22.938322+00:00"}
|
opt6_sigma_delta/opt6_srif_lam0.99.gpu_telemetry.csv
ADDED
|
@@ -0,0 +1,255 @@
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| 1 |
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timestamp,index,utilization.gpu,utilization.memory,memory.used,memory.total,temperature.gpu,power.draw,clocks.sm
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| 2 |
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2026/08/21 15:48:28.124, 0, 0, 0, 341, 15360, 72, 29.58, 585
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2026/08/21 15:48:28.134, 1, 0, 0, 205, 15360, 66, 29.58, 585
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2026/08/21 15:48:33.182, 0, 0, 0, 341, 15360, 72, 29.87, 585
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2026/08/21 15:48:33.192, 1, 0, 0, 205, 15360, 66, 29.68, 585
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2026/08/21 15:48:38.240, 0, 0, 0, 341, 15360, 72, 29.77, 585
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2026/08/21 15:48:38.250, 1, 0, 0, 205, 15360, 67, 29.68, 585
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2026/08/21 15:48:43.297, 0, 100, 0, 395, 15360, 73, 45.61, 1590
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2026/08/21 15:48:43.304, 1, 0, 0, 205, 15360, 67, 29.77, 585
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2026/08/21 15:48:48.354, 0, 100, 0, 395, 15360, 75, 46.10, 1590
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2026/08/21 15:48:48.361, 1, 0, 0, 205, 15360, 67, 29.87, 585
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2026/08/21 15:48:53.408, 0, 100, 0, 395, 15360, 76, 46.49, 1590
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2026/08/21 15:48:53.415, 1, 0, 0, 341, 15360, 68, 29.87, 585
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2026/08/21 15:48:58.463, 0, 100, 0, 395, 15360, 77, 47.06, 1590
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2026/08/21 15:48:58.470, 1, 0, 0, 341, 15360, 68, 29.87, 585
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2026/08/21 15:49:03.520, 0, 100, 0, 395, 15360, 78, 47.55, 1590
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2026/08/21 15:49:03.527, 1, 0, 0, 341, 15360, 68, 29.97, 585
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2026/08/21 15:49:08.576, 0, 0, 0, 971, 15360, 78, 31.04, 585
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2026/08/21 15:49:08.586, 1, 0, 0, 971, 15360, 68, 30.07, 585
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2026/08/21 15:49:13.634, 0, 0, 0, 971, 15360, 77, 30.66, 585
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2026/08/21 15:49:13.646, 1, 0, 0, 971, 15360, 68, 30.17, 585
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2026/08/21 15:49:18.696, 0, 0, 0, 971, 15360, 76, 30.56, 585
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2026/08/21 15:49:18.707, 1, 0, 0, 971, 15360, 68, 30.07, 585
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2026/08/21 15:49:23.755, 0, 0, 0, 971, 15360, 76, 30.47, 585
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2026/08/21 15:49:23.765, 1, 0, 0, 971, 15360, 68, 30.07, 585
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2026/08/21 15:49:28.810, 0, 0, 0, 971, 15360, 76, 30.47, 585
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2026/08/21 15:49:28.820, 1, 0, 0, 971, 15360, 68, 30.07, 585
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2026/08/21 15:49:33.872, 1, 0, 0, 971, 15360, 69, 30.17, 585
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2026/08/21 15:49:38.916, 0, 0, 0, 971, 15360, 76, 30.56, 585
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2026/08/21 15:49:43.968, 0, 0, 0, 971, 15360, 76, 30.56, 585
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2026/08/21 15:49:49.020, 0, 0, 0, 971, 15360, 76, 30.56, 585
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2026/08/21 15:49:49.032, 1, 0, 0, 971, 15360, 69, 30.37, 585
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2026/08/21 15:49:54.076, 0, 0, 0, 971, 15360, 76, 30.56, 585
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2026/08/21 15:49:54.087, 1, 0, 0, 971, 15360, 70, 30.47, 585
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2026/08/21 15:49:59.130, 0, 0, 0, 971, 15360, 77, 30.56, 585
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2026/08/21 15:49:59.140, 1, 0, 0, 971, 15360, 70, 30.27, 585
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2026/08/21 15:50:04.185, 0, 0, 0, 971, 15360, 77, 30.66, 585
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2026/08/21 15:50:04.196, 1, 0, 0, 971, 15360, 70, 30.37, 585
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2026/08/21 15:50:09.240, 0, 0, 0, 971, 15360, 77, 30.66, 585
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2026/08/21 15:50:09.250, 1, 0, 0, 971, 15360, 71, 30.47, 585
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2026/08/21 15:50:14.296, 0, 96, 83, 3689, 15360, 81, 72.61, 1275
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2026/08/21 15:50:14.312, 1, 97, 77, 3689, 15360, 76, 64.87, 1065
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2026/08/21 15:50:24.459, 1, 97, 75, 3689, 15360, 80, 61.77, 1185
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2026/08/21 15:50:29.526, 1, 100, 0, 3689, 15360, 79, 50.17, 1590
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2026/08/21 15:50:34.577, 0, 96, 81, 3689, 15360, 81, 62.95, 1200
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2026/08/21 15:50:34.595, 1, 96, 76, 3689, 15360, 78, 65.81, 1335
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2026/08/21 15:50:39.660, 0, 96, 84, 3689, 15360, 79, 61.44, 1260
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2026/08/21 15:50:39.677, 1, 96, 84, 3689, 15360, 76, 63.30, 1275
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2026/08/21 15:50:44.739, 1, 95, 56, 3689, 15360, 74, 40.81, 1530
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2026/08/21 15:50:49.806, 1, 94, 79, 3689, 15360, 74, 58.26, 1350
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2026/08/21 15:50:54.854, 0, 80, 73, 3689, 15360, 75, 58.67, 1140
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2026/08/21 15:50:54.869, 1, 97, 77, 3689, 15360, 73, 60.73, 1230
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2026/08/21 15:50:59.924, 0, 96, 77, 3689, 15360, 74, 62.13, 1230
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2026/08/21 15:50:59.945, 1, 97, 78, 3689, 15360, 72, 65.51, 1305
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2026/08/21 15:51:05.000, 0, 96, 86, 3689, 15360, 74, 63.85, 1380
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2026/08/21 15:51:05.015, 1, 94, 78, 3689, 15360, 72, 54.69, 1290
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2026/08/21 15:51:10.073, 0, 97, 98, 3689, 15360, 74, 67.62, 1560
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2026/08/21 15:51:10.088, 1, 100, 2, 3689, 15360, 72, 46.49, 1545
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2026/08/21 15:51:15.145, 0, 96, 85, 3689, 15360, 74, 61.32, 1335
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2026/08/21 15:51:15.162, 1, 96, 78, 3689, 15360, 72, 66.29, 1320
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| 128 |
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2026/08/21 15:51:20.219, 0, 95, 77, 3689, 15360, 75, 78.27, 1095
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| 129 |
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2026/08/21 15:51:20.229, 1, 94, 80, 3689, 15360, 73, 65.16, 1140
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| 130 |
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2026/08/21 15:51:25.280, 0, 96, 87, 3689, 15360, 76, 73.93, 1350
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| 131 |
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2026/08/21 15:51:25.297, 1, 100, 0, 3689, 15360, 73, 46.37, 1590
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| 132 |
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2026/08/21 15:51:30.341, 0, 97, 77, 3689, 15360, 76, 61.58, 1275
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| 133 |
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2026/08/21 15:51:30.368, 1, 95, 77, 3689, 15360, 75, 77.00, 1305
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| 134 |
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2026/08/21 15:51:35.424, 0, 94, 76, 3689, 15360, 77, 60.44, 1365
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| 135 |
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2026/08/21 15:51:35.435, 1, 97, 79, 3689, 15360, 75, 62.16, 1350
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| 136 |
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2026/08/21 15:51:40.490, 0, 96, 83, 3689, 15360, 78, 65.65, 1320
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| 137 |
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2026/08/21 15:51:40.502, 1, 97, 77, 3689, 15360, 76, 71.78, 1425
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| 138 |
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2026/08/21 15:51:45.555, 0, 94, 77, 3689, 15360, 78, 62.56, 1290
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| 139 |
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2026/08/21 15:51:45.570, 1, 97, 76, 3689, 15360, 77, 70.31, 1305
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| 140 |
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2026/08/21 15:51:50.624, 0, 82, 74, 3689, 15360, 78, 77.74, 1125
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| 141 |
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2026/08/21 15:51:50.638, 1, 100, 18, 3689, 15360, 77, 68.84, 1200
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| 142 |
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2026/08/21 15:51:55.692, 0, 94, 78, 3689, 15360, 78, 59.95, 1350
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| 143 |
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2026/08/21 15:51:55.709, 1, 97, 75, 3689, 15360, 78, 63.93, 1305
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| 144 |
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2026/08/21 15:52:00.762, 0, 94, 75, 3689, 15360, 79, 76.47, 1320
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| 145 |
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2026/08/21 15:52:00.773, 1, 97, 77, 3689, 15360, 78, 74.32, 1125
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| 146 |
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2026/08/21 15:52:05.825, 0, 96, 86, 3689, 15360, 78, 71.33, 1290
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| 147 |
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2026/08/21 15:52:05.851, 1, 100, 19, 3689, 15360, 76, 47.74, 1590
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| 148 |
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2026/08/21 15:52:10.895, 0, 94, 79, 3689, 15360, 78, 59.20, 1320
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| 149 |
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2026/08/21 15:52:10.908, 1, 96, 76, 3689, 15360, 77, 81.73, 1095
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| 150 |
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2026/08/21 15:52:15.961, 0, 95, 77, 3689, 15360, 77, 68.65, 1215
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| 151 |
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2026/08/21 15:52:15.975, 1, 96, 84, 3689, 15360, 77, 63.34, 1230
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| 152 |
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2026/08/21 15:52:21.033, 0, 94, 77, 3689, 15360, 77, 62.16, 1080
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| 153 |
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2026/08/21 15:52:21.045, 1, 96, 76, 3689, 15360, 77, 74.66, 1125
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| 154 |
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2026/08/21 15:52:26.093, 0, 93, 75, 3689, 15360, 77, 67.08, 1260
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| 155 |
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2026/08/21 15:52:26.108, 1, 96, 83, 3689, 15360, 76, 63.93, 1245
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| 156 |
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2026/08/21 15:52:31.171, 0, 96, 99, 3689, 15360, 77, 79.74, 1410
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| 157 |
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2026/08/21 15:52:31.194, 1, 100, 0, 3689, 15360, 76, 52.11, 1350
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| 158 |
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2026/08/21 15:52:36.252, 0, 97, 77, 3689, 15360, 76, 63.56, 1275
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| 159 |
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2026/08/21 15:52:36.269, 1, 96, 77, 3689, 15360, 76, 80.90, 1320
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| 160 |
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2026/08/21 15:52:41.329, 0, 96, 84, 3689, 15360, 76, 67.87, 1350
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| 161 |
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2026/08/21 15:52:41.338, 1, 96, 85, 3689, 15360, 76, 64.83, 1365
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| 162 |
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2026/08/21 15:52:46.396, 0, 97, 99, 3689, 15360, 77, 67.47, 1335
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| 163 |
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2026/08/21 15:52:46.412, 1, 96, 57, 3689, 15360, 75, 47.25, 1590
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| 164 |
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2026/08/21 15:52:51.459, 0, 94, 83, 3689, 15360, 77, 65.53, 1365
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| 165 |
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2026/08/21 15:52:51.472, 1, 96, 83, 3689, 15360, 76, 70.01, 1290
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| 166 |
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2026/08/21 15:52:56.528, 0, 94, 76, 3689, 15360, 77, 71.64, 1095
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| 167 |
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2026/08/21 15:52:56.540, 1, 97, 77, 3689, 15360, 76, 70.75, 1125
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| 168 |
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2026/08/21 15:53:01.591, 0, 96, 85, 3689, 15360, 77, 61.93, 1275
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| 169 |
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2026/08/21 15:53:01.600, 1, 93, 78, 3689, 15360, 76, 61.97, 1410
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| 170 |
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2026/08/21 15:53:06.657, 0, 93, 74, 3689, 15360, 77, 76.18, 1365
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| 171 |
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2026/08/21 15:53:06.671, 1, 95, 74, 3689, 15360, 77, 74.76, 1170
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| 172 |
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2026/08/21 15:53:11.720, 0, 97, 99, 3689, 15360, 76, 65.26, 1470
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| 173 |
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2026/08/21 15:53:11.728, 1, 100, 0, 3689, 15360, 75, 59.30, 1590
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| 174 |
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2026/08/21 15:53:16.777, 0, 93, 77, 3689, 15360, 77, 68.64, 1125
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| 175 |
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2026/08/21 15:53:16.799, 1, 97, 78, 3689, 15360, 77, 57.83, 1095
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| 176 |
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2026/08/21 15:53:21.854, 0, 94, 75, 3689, 15360, 77, 66.68, 1230
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| 177 |
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2026/08/21 15:53:21.872, 1, 97, 77, 3689, 15360, 77, 67.51, 1170
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| 178 |
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2026/08/21 15:53:26.931, 0, 94, 77, 3689, 15360, 77, 69.76, 1350
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| 179 |
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2026/08/21 15:53:26.950, 1, 99, 23, 3689, 15360, 76, 47.06, 1575
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| 180 |
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2026/08/21 15:53:31.995, 0, 94, 75, 3689, 15360, 77, 69.81, 1185
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| 181 |
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2026/08/21 15:53:32.013, 1, 96, 76, 3689, 15360, 77, 63.73, 1215
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| 182 |
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2026/08/21 15:53:37.069, 0, 96, 84, 3689, 15360, 77, 71.88, 1230
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| 183 |
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2026/08/21 15:53:37.084, 1, 97, 77, 3689, 15360, 77, 61.12, 1290
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| 184 |
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2026/08/21 15:53:42.133, 0, 94, 77, 3689, 15360, 77, 67.96, 1230
|
| 185 |
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2026/08/21 15:53:42.153, 1, 95, 75, 3689, 15360, 77, 74.76, 1215
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| 186 |
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2026/08/21 15:53:47.212, 0, 96, 81, 3689, 15360, 77, 68.70, 1320
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| 187 |
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2026/08/21 15:53:47.227, 1, 97, 77, 3689, 15360, 77, 62.26, 1260
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| 188 |
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2026/08/21 15:53:52.284, 0, 96, 99, 3689, 15360, 77, 63.63, 1350
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| 189 |
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2026/08/21 15:53:52.300, 1, 100, 0, 3689, 15360, 76, 48.53, 1590
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| 190 |
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2026/08/21 15:53:57.348, 0, 97, 79, 3689, 15360, 77, 66.24, 1305
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| 191 |
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2026/08/21 15:53:57.365, 1, 95, 76, 3689, 15360, 77, 70.11, 1305
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| 192 |
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2026/08/21 15:54:02.420, 0, 96, 83, 3689, 15360, 77, 57.18, 1320
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| 193 |
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2026/08/21 15:54:02.431, 1, 97, 77, 3689, 15360, 77, 63.73, 1335
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| 194 |
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2026/08/21 15:54:07.479, 0, 96, 83, 3689, 15360, 77, 66.92, 1275
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| 195 |
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2026/08/21 15:54:07.498, 1, 94, 73, 3689, 15360, 76, 64.96, 1545
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| 196 |
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2026/08/21 15:54:12.543, 0, 96, 79, 3689, 15360, 77, 58.87, 1335
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| 197 |
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2026/08/21 15:54:12.552, 1, 97, 76, 3689, 15360, 77, 62.65, 1320
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| 198 |
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2026/08/21 15:54:17.603, 0, 82, 80, 3689, 15360, 77, 63.05, 1320
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| 199 |
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2026/08/21 15:54:17.620, 1, 96, 79, 3689, 15360, 77, 68.84, 1140
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| 200 |
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2026/08/21 15:54:22.672, 0, 97, 84, 3689, 15360, 77, 67.55, 1320
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| 201 |
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2026/08/21 15:54:22.681, 1, 97, 77, 3689, 15360, 77, 65.40, 1350
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| 202 |
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2026/08/21 15:54:27.726, 0, 94, 77, 3689, 15360, 77, 69.72, 1290
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| 203 |
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2026/08/21 15:54:27.741, 1, 97, 84, 3689, 15360, 77, 67.66, 1125
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| 204 |
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2026/08/21 15:54:32.790, 0, 97, 99, 3689, 15360, 77, 65.55, 1380
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| 205 |
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2026/08/21 15:54:32.807, 1, 100, 0, 3689, 15360, 76, 48.43, 1590
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| 206 |
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2026/08/21 15:54:37.852, 0, 94, 79, 3689, 15360, 77, 64.47, 1320
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| 207 |
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2026/08/21 15:54:37.873, 1, 97, 79, 3689, 15360, 77, 65.94, 1320
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| 208 |
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2026/08/21 15:54:42.924, 0, 97, 77, 3689, 15360, 77, 74.12, 1185
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| 209 |
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2026/08/21 15:54:42.943, 1, 96, 85, 3689, 15360, 77, 65.89, 1140
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| 210 |
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2026/08/21 15:54:47.997, 0, 92, 76, 3689, 15360, 77, 65.71, 1125
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| 211 |
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2026/08/21 15:54:48.013, 1, 97, 76, 3689, 15360, 77, 60.34, 1140
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| 212 |
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2026/08/21 15:54:53.065, 0, 94, 73, 3689, 15360, 77, 68.07, 1170
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| 213 |
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2026/08/21 15:54:53.077, 1, 96, 78, 3689, 15360, 77, 58.67, 1110
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| 214 |
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2026/08/21 15:54:58.127, 0, 82, 83, 3689, 15360, 77, 71.39, 1170
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| 215 |
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2026/08/21 15:54:58.147, 1, 99, 27, 3689, 15360, 77, 61.52, 1305
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| 216 |
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2026/08/21 15:55:03.204, 0, 94, 75, 3689, 15360, 77, 62.01, 1155
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| 217 |
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2026/08/21 15:55:03.221, 1, 96, 75, 3689, 15360, 77, 72.12, 1125
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| 218 |
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2026/08/21 15:55:08.275, 0, 97, 77, 3689, 15360, 77, 81.78, 1245
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| 219 |
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2026/08/21 15:55:08.295, 1, 97, 82, 3689, 15360, 77, 67.80, 1290
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| 220 |
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2026/08/21 15:55:13.354, 0, 95, 86, 3689, 15360, 77, 68.58, 1380
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| 221 |
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2026/08/21 15:55:13.366, 1, 100, 16, 3689, 15360, 76, 47.58, 1590
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| 222 |
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2026/08/21 15:55:18.417, 0, 97, 78, 3689, 15360, 77, 76.61, 1320
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| 223 |
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2026/08/21 15:55:18.437, 1, 97, 79, 3689, 15360, 77, 66.53, 1350
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| 224 |
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2026/08/21 15:55:23.498, 0, 48, 41, 3687, 15360, 76, 64.50, 1215
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| 225 |
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2026/08/21 15:55:23.515, 1, 0, 0, 3673, 15360, 75, 41.92, 1590
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| 226 |
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2026/08/21 15:55:28.561, 0, 94, 85, 3689, 15360, 76, 56.46, 1230
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| 227 |
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2026/08/21 15:55:28.580, 1, 0, 0, 3, 15360, 71, 30.37, 360
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| 228 |
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2026/08/21 15:55:33.631, 0, 95, 86, 3689, 15360, 76, 69.72, 1215
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| 229 |
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2026/08/21 15:55:33.652, 1, 0, 0, 3, 15360, 67, 11.15, 300
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| 230 |
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2026/08/21 15:55:38.709, 0, 94, 85, 3689, 15360, 77, 63.77, 1170
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| 231 |
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2026/08/21 15:55:38.727, 1, 0, 0, 3, 15360, 65, 11.05, 300
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| 232 |
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2026/08/21 15:55:43.781, 0, 96, 87, 3689, 15360, 77, 63.05, 1275
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| 233 |
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2026/08/21 15:55:43.802, 1, 0, 0, 3, 15360, 63, 10.94, 300
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| 234 |
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2026/08/21 15:55:48.857, 0, 93, 80, 3689, 15360, 77, 68.44, 1095
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| 235 |
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2026/08/21 15:55:48.870, 1, 0, 0, 3, 15360, 61, 10.65, 300
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2026/08/21 15:56:14.228, 1, 0, 0, 3, 15360, 55, 10.25, 300
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2026/08/21 15:56:19.284, 0, 95, 85, 3689, 15360, 78, 69.72, 1125
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2026/08/21 15:56:19.301, 1, 0, 0, 3, 15360, 54, 10.85, 300
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2026/08/21 15:56:39.569, 1, 0, 0, 3, 15360, 50, 9.76, 300
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opt6_sigma_delta/opt6_srif_lam0.99.summary.json
ADDED
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@@ -0,0 +1,98 @@
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opt6_sigma_delta/opt6_srif_lam0.99.zip
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