add run opt2_conf0.20_margin
Browse files- opt2_seenn_early_exit/opt2_conf0.20_margin.epochs.csv +101 -0
- opt2_seenn_early_exit/opt2_conf0.20_margin.epochs.jsonl +100 -0
- opt2_seenn_early_exit/opt2_conf0.20_margin.gpu_telemetry.csv +149 -0
- opt2_seenn_early_exit/opt2_conf0.20_margin.summary.json +84 -0
- opt2_seenn_early_exit/opt2_conf0.20_margin.zip +3 -0
opt2_seenn_early_exit/opt2_conf0.20_margin.epochs.csv
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| 1 |
+
tag,script,script_sha256_16,phase,priority,flags,note,gpus,amp,batch_size_per_gpu,num_bins_T,epochs_requested,epoch,train_loss,train_acc,test_loss,test_acc,best_acc,spikes_per_sample,wall_time_s,cum_wall_time_s,timestamp,spk_rate_l0,spk_rate_l1,spk_rate_l2,spk_rate_l3,spk_rate_l4,spk_rate_mean,spike_rates_json,gpu_samples,gpu_power_w_mean,energy_wh,gpu_util_pct_mean,gpu_mem_mb_peak
|
| 2 |
+
opt2_conf0.20_margin,opt2_seenn_early_exit.py,da54b7848eb494df,4,1,--seenn-conf 0.20,,2,False,32,16,100,1,5.537927211882013,0.4368029739776952,3.36813870343295,0.22727272727272727,0.22727272727272727,451657.9742647059,2.73848032951355,2.7,2026-08-21T09:27:15.246506+00:00,0.09944495208123151,0.1317252656992744,0.15273968437138727,0.17844085044720592,0.18094062016290777,0.148658,"[0.09944495208123151, 0.1317252656992744, 0.15273968437138727, 0.17844085044720592, 0.18094062016290777]",1,109.57,0.08335,93.5,5406.0
|
| 3 |
+
opt2_conf0.20_margin,opt2_seenn_early_exit.py,da54b7848eb494df,4,1,--seenn-conf 0.20,,2,False,32,16,100,2,3.9267897056381056,0.44609665427509293,2.0410316279440215,0.32954545454545453,0.32954545454545453,483676.5950226244,2.2266299724578857,5.0,2026-08-21T09:27:17.505083+00:00,0.10768636929638245,0.14265046838451834,0.15639172845027027,0.18757230306372924,0.20086388640543995,0.159033,"[0.10768636929638245, 0.14265046838451834, 0.15639172845027027, 0.18757230306372924, 0.20086388640543995]",,,,,
|
| 4 |
+
opt2_conf0.20_margin,opt2_seenn_early_exit.py,da54b7848eb494df,4,1,--seenn-conf 0.20,,2,False,32,16,100,3,3.8580896730316616,0.4684014869888476,1.6055119398868445,0.42045454545454547,0.42045454545454547,492604.52191742085,2.231736183166504,7.2,2026-08-21T09:27:19.775038+00:00,0.11329315734260223,0.14164448485654943,0.15424586744869456,0.1823587540317984,0.20426335141939275,0.159161,"[0.11329315734260223, 0.14164448485654943, 0.15424586744869456, 0.1823587540317984, 0.20426335141939275]",,,,,
|
| 5 |
+
opt2_conf0.20_margin,opt2_seenn_early_exit.py,da54b7848eb494df,4,1,--seenn-conf 0.20,,2,False,32,16,100,4,3.641450578838476,0.5,1.46811432910688,0.4393939393939394,0.4393939393939394,502608.7518382353,2.239863395690918,9.4,2026-08-21T09:27:22.046239+00:00,0.11720962384167839,0.1408031372463002,0.15804119057515087,0.18790038718896754,0.19908791166894577,0.160608,"[0.11720962384167839, 0.1408031372463002, 0.15804119057515087, 0.18790038718896754, 0.19908791166894577]",1,131.12,0.08158,96.0,5406.0
|
| 6 |
+
opt2_conf0.20_margin,opt2_seenn_early_exit.py,da54b7848eb494df,4,1,--seenn-conf 0.20,,2,False,32,16,100,5,3.4654662387521737,0.5464684014869888,1.3073353117162532,0.5075757575757576,0.5075757575757576,491412.1811368778,2.240654945373535,11.7,2026-08-21T09:27:24.319354+00:00,0.11105841661200803,0.14246783537023208,0.15853964055285735,0.18524721264839172,0.204030965180958,0.160269,"[0.11105841661200803, 0.14246783537023208, 0.15853964055285735, 0.18524721264839172, 0.204030965180958]",,,,,
|
| 7 |
+
opt2_conf0.20_margin,opt2_seenn_early_exit.py,da54b7848eb494df,4,1,--seenn-conf 0.20,,2,False,32,16,100,6,3.270131807788154,0.6096654275092936,1.0781537529193994,0.6325757575757576,0.6325757575757576,493114.8506787331,2.2598493099212646,13.9,2026-08-21T09:27:26.614231+00:00,0.10876403442200493,0.14855533487656536,0.1591476964599946,0.18377803266048431,0.20496171712875366,0.161041,"[0.10876403442200493, 0.14855533487656536, 0.1591476964599946, 0.18377803266048431, 0.20496171712875366]",1,130.73,0.08206,95.0,5406.0
|
| 8 |
+
opt2_conf0.20_margin,opt2_seenn_early_exit.py,da54b7848eb494df,4,1,--seenn-conf 0.20,,2,False,32,16,100,7,3.098125133372594,0.637546468401487,0.9543290102120602,0.6401515151515151,0.6401515151515151,486307.10831447964,2.2493112087249756,16.2,2026-08-21T09:27:28.896382+00:00,0.10550896385136772,0.14927541771355798,0.15910870801000035,0.1793515813701293,0.18851063619641698,0.156351,"[0.10550896385136772, 0.14927541771355798, 0.15910870801000035, 0.1793515813701293, 0.18851063619641698]",,,,,
|
| 9 |
+
opt2_conf0.20_margin,opt2_seenn_early_exit.py,da54b7848eb494df,4,1,--seenn-conf 0.20,,2,False,32,16,100,8,3.00393288286202,0.6598513011152416,0.8944995493599863,0.6553030303030303,0.6553030303030303,485276.2881787331,2.2556610107421875,18.4,2026-08-21T09:27:31.184328+00:00,0.10526208623367198,0.14902837925097523,0.15732555003727183,0.18436776890474207,0.19146303920184865,0.157489,"[0.10526208623367198, 0.14902837925097523, 0.15732555003727183, 0.18436776890474207, 0.19146303920184865]",1,131.07,0.08212,96.0,5406.0
|
| 10 |
+
opt2_conf0.20_margin,opt2_seenn_early_exit.py,da54b7848eb494df,4,1,--seenn-conf 0.20,,2,False,32,16,100,9,2.8847104111568633,0.6914498141263941,0.7517527955951113,0.678030303030303,0.678030303030303,480685.74208144797,2.25946307182312,20.7,2026-08-21T09:27:33.477505+00:00,0.10435352912720512,0.14818128154558294,0.15381396868649652,0.184794380384333,0.19003043893505545,0.156235,"[0.10435352912720512, 0.14818128154558294, 0.15381396868649652, 0.184794380384333, 0.19003043893505545]",,,,,
|
| 11 |
+
opt2_conf0.20_margin,opt2_seenn_early_exit.py,da54b7848eb494df,4,1,--seenn-conf 0.20,,2,False,32,16,100,10,2.777075709020338,0.7026022304832714,0.8653849182706891,0.6098484848484849,0.678030303030303,464559.3696266968,2.271899461746216,23.0,2026-08-21T09:27:35.780413+00:00,0.10084589351626004,0.1407802376677008,0.15144706385977127,0.18646042837816126,0.191473448101212,0.154201,"[0.10084589351626004, 0.1407802376677008, 0.15144706385977127, 0.18646042837816126, 0.191473448101212]",1,125.03,0.0789,97.0,5406.0
|
| 12 |
+
opt2_conf0.20_margin,opt2_seenn_early_exit.py,da54b7848eb494df,4,1,--seenn-conf 0.20,,2,False,32,16,100,11,2.7540470428183177,0.6951672862453532,0.8803250085223805,0.625,0.678030303030303,458344.14083710406,2.268650531768799,25.2,2026-08-21T09:27:38.075749+00:00,0.10109990133958704,0.13541659011560328,0.15034827151719263,0.1825338461819817,0.18777673034106984,0.151435,"[0.10109990133958704, 0.13541659011560328, 0.15034827151719263, 0.1825338461819817, 0.18777673034106984]",,,,,
|
| 13 |
+
opt2_conf0.20_margin,opt2_seenn_early_exit.py,da54b7848eb494df,4,1,--seenn-conf 0.20,,2,False,32,16,100,12,2.818276726180293,0.654275092936803,1.0692905819777287,0.6325757575757576,0.678030303030303,461519.73274886876,2.2801458835601807,27.5,2026-08-21T09:27:40.382737+00:00,0.10037689612192266,0.1415262529078652,0.1474573182709077,0.18122799869845896,0.18412511488970587,0.150943,"[0.10037689612192266, 0.1415262529078652, 0.1474573182709077, 0.18122799869845896, 0.18412511488970587]",1,144.55,0.09155,99.0,5406.0
|
| 14 |
+
opt2_conf0.20_margin,opt2_seenn_early_exit.py,da54b7848eb494df,4,1,--seenn-conf 0.20,,2,False,32,16,100,13,2.680767660247349,0.7007434944237918,0.6580472299546907,0.7310606060606061,0.7310606060606061,463265.1604920815,2.2906816005706787,29.8,2026-08-21T09:27:42.698974+00:00,0.10395931715474409,0.13649800069191875,0.14757242886459127,0.17756251727833466,0.1750069532324286,0.14812,"[0.10395931715474409, 0.13649800069191875, 0.14757242886459127, 0.17756251727833466, 0.1750069532324286]",,,,,
|
| 15 |
+
opt2_conf0.20_margin,opt2_seenn_early_exit.py,da54b7848eb494df,4,1,--seenn-conf 0.20,,2,False,32,16,100,14,2.5418266035810277,0.7323420074349443,0.700480063756307,0.7272727272727273,0.7310606060606061,450026.01824095024,2.304171323776245,32.1,2026-08-21T09:27:45.035705+00:00,0.10012668239719727,0.13447477274081288,0.14248554057934704,0.17418919240727143,0.17885767449350917,0.146027,"[0.10012668239719727, 0.13447477274081288, 0.14248554057934704, 0.17418919240727143, 0.17885767449350917]",1,130.38,0.08345,95.0,5406.0
|
| 16 |
+
opt2_conf0.20_margin,opt2_seenn_early_exit.py,da54b7848eb494df,4,1,--seenn-conf 0.20,,2,False,32,16,100,15,2.488488553625057,0.7453531598513011,0.6694057619932926,0.7310606060606061,0.7310606060606061,450774.04029977374,2.311885356903076,34.4,2026-08-21T09:27:47.375292+00:00,0.0995944164255086,0.1347962521454867,0.14460798835053162,0.17761874461875243,0.17462627765010386,0.146249,"[0.0995944164255086, 0.1347962521454867, 0.14460798835053162, 0.17761874461875243, 0.17462627765010386]",,,,,
|
| 17 |
+
opt2_conf0.20_margin,opt2_seenn_early_exit.py,da54b7848eb494df,4,1,--seenn-conf 0.20,,2,False,32,16,100,16,2.4765396658815857,0.7565055762081785,0.6194932948459279,0.7537878787878788,0.7537878787878788,439122.0882352941,2.31825852394104,36.7,2026-08-21T09:27:49.719474+00:00,0.09657663413706948,0.1313944029457429,0.1429332994362887,0.17111711992936976,0.17122477555976195,0.142649,"[0.09657663413706948, 0.1313944029457429, 0.1429332994362887, 0.17111711992936976, 0.17122477555976195]",,,,,
|
| 18 |
+
opt2_conf0.20_margin,opt2_seenn_early_exit.py,da54b7848eb494df,4,1,--seenn-conf 0.20,,2,False,32,16,100,17,2.413661100607379,0.7546468401486989,0.7416264956647699,0.7121212121212122,0.7537878787878788,436476.6527149321,2.340996265411377,39.1,2026-08-21T09:27:52.093240+00:00,0.09672324227936127,0.1275088839671191,0.14400476567885456,0.17517716656712926,0.17467966588104472,0.143619,"[0.09672324227936127, 0.1275088839671191, 0.14400476567885456, 0.17517716656712926, 0.17467966588104472]",1,129.4,0.08415,96.5,5406.0
|
| 19 |
+
opt2_conf0.20_margin,opt2_seenn_early_exit.py,da54b7848eb494df,4,1,--seenn-conf 0.20,,2,False,32,16,100,18,2.4226972533867706,0.7676579925650557,0.6271106709133495,0.7575757575757576,0.7575757575757576,423656.8498303168,2.35801362991333,41.4,2026-08-21T09:27:54.477921+00:00,0.09375536529456868,0.1264370701768819,0.13476824497475343,0.17039921353845036,0.17427031958804412,0.139926,"[0.09375536529456868, 0.1264370701768819, 0.13476824497475343, 0.17039921353845036, 0.17427031958804412]",,,,,
|
| 20 |
+
opt2_conf0.20_margin,opt2_seenn_early_exit.py,da54b7848eb494df,4,1,--seenn-conf 0.20,,2,False,32,16,100,19,2.3864864026746786,0.7695167286245354,0.7741746685721658,0.6893939393939394,0.7575757575757576,419579.7248303168,2.354483127593994,43.8,2026-08-21T09:27:56.865599+00:00,0.09219647330396316,0.12617798412547393,0.13481953652466044,0.1660361044547137,0.17518393081777237,0.138883,"[0.09219647330396316, 0.12617798412547393, 0.13481953652466044, 0.1660361044547137, 0.17518393081777237]",1,120.04,0.07851,95.0,5406.0
|
| 21 |
+
opt2_conf0.20_margin,opt2_seenn_early_exit.py,da54b7848eb494df,4,1,--seenn-conf 0.20,,2,False,32,16,100,20,2.3737784841246765,0.7806691449814126,0.6852434494278647,0.7234848484848485,0.7575757575757576,420338.30316742085,2.349270820617676,46.2,2026-08-21T09:27:59.240748+00:00,0.08978113312931622,0.129010392462506,0.13893636096926296,0.1712091714143753,0.17741661650293014,0.141271,"[0.08978113312931622, 0.129010392462506, 0.13893636096926296, 0.1712091714143753, 0.17741661650293014]",,,,,
|
| 22 |
+
opt2_conf0.20_margin,opt2_seenn_early_exit.py,da54b7848eb494df,4,1,--seenn-conf 0.20,,2,False,32,16,100,21,2.312076540241454,0.7955390334572491,0.61144562923547,0.7765151515151515,0.7765151515151515,418700.70871040726,2.3546199798583984,48.5,2026-08-21T09:28:01.620466+00:00,0.09281635547385496,0.12284500809276805,0.1361611652023652,0.17049580724800334,0.17880839372382445,0.140225,"[0.09281635547385496, 0.12284500809276805, 0.1361611652023652, 0.17049580724800334, 0.17880839372382445]",1,125.81,0.08229,97.0,5406.0
|
| 23 |
+
opt2_conf0.20_margin,opt2_seenn_early_exit.py,da54b7848eb494df,4,1,--seenn-conf 0.20,,2,False,32,16,100,22,2.227616490041456,0.8048327137546468,0.7418416467579928,0.7083333333333334,0.7765151515151515,422832.20361990953,2.3554470539093018,50.9,2026-08-21T09:28:04.007110+00:00,0.09331383336992825,0.12507233330432108,0.13732144587180195,0.17148235177292542,0.1807172096827451,0.141581,"[0.09331383336992825, 0.12507233330432108, 0.13732144587180195, 0.17148235177292542, 0.1807172096827451]",,,,,
|
| 24 |
+
opt2_conf0.20_margin,opt2_seenn_early_exit.py,da54b7848eb494df,4,1,--seenn-conf 0.20,,2,False,32,16,100,23,2.1844592909830656,0.8029739776951673,0.6080050188483614,0.7878787878787878,0.7878787878787878,417346.39522058825,2.3631980419158936,53.2,2026-08-21T09:28:06.397870+00:00,0.09177425065461327,0.1250466204741422,0.13323857591432683,0.17127396516940174,0.17327364753274357,0.138921,"[0.09177425065461327, 0.1250466204741422, 0.13323857591432683, 0.17127396516940174, 0.17327364753274357]",1,120.17,0.07888,95.0,5406.0
|
| 25 |
+
opt2_conf0.20_margin,opt2_seenn_early_exit.py,da54b7848eb494df,4,1,--seenn-conf 0.20,,2,False,32,16,100,24,2.106118612573049,0.8754646840148699,0.5840680545026605,0.803030303030303,0.803030303030303,424930.80132918555,2.3666627407073975,55.6,2026-08-21T09:28:08.798502+00:00,0.09618438648826935,0.12509646792622173,0.13059875807341406,0.16877438303302317,0.17264322147649877,0.138659,"[0.09618438648826935, 0.12509646792622173, 0.13059875807341406, 0.16877438303302317, 0.17264322147649877]",,,,,
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| 26 |
+
opt2_conf0.20_margin,opt2_seenn_early_exit.py,da54b7848eb494df,4,1,--seenn-conf 0.20,,2,False,32,16,100,25,2.093712239460431,0.8587360594795539,0.5259249047799543,0.8371212121212122,0.8371212121212122,421895.6337669683,2.360132932662964,58.0,2026-08-21T09:28:11.190547+00:00,0.09373113732127582,0.1264435464844984,0.1317231453516904,0.16940244155771592,0.17574286197914796,0.139409,"[0.09373113732127582, 0.1264435464844984, 0.1317231453516904, 0.16940244155771592, 0.17574286197914796]",1,138.77,0.09098,95.5,5406.0
|
| 27 |
+
opt2_conf0.20_margin,opt2_seenn_early_exit.py,da54b7848eb494df,4,1,--seenn-conf 0.20,,2,False,32,16,100,26,2.076055089780389,0.8550185873605948,0.552875016674851,0.8181818181818182,0.8371212121212122,423345.4073812217,2.361729860305786,60.3,2026-08-21T09:28:13.583834+00:00,0.09450427968712415,0.1253315872129272,0.1332327101160498,0.17101409680703106,0.17450916065889246,0.139718,"[0.09450427968712415, 0.1253315872129272, 0.1332327101160498, 0.17101409680703106, 0.17450916065889246]",,,,,
|
| 28 |
+
opt2_conf0.20_margin,opt2_seenn_early_exit.py,da54b7848eb494df,4,1,--seenn-conf 0.20,,2,False,32,16,100,27,2.0526592066740013,0.8754646840148699,0.8126071014187553,0.7121212121212122,0.8371212121212122,417118.7245475113,2.3615477085113525,62.7,2026-08-21T09:28:15.972263+00:00,0.0926609341712559,0.12493290795999415,0.13038936607977925,0.16750573323053472,0.17543765113634222,0.138185,"[0.0926609341712559, 0.12493290795999415, 0.13038936607977925, 0.16750573323053472, 0.17543765113634222]",1,116.65,0.07652,99.0,5406.0
|
| 29 |
+
opt2_conf0.20_margin,opt2_seenn_early_exit.py,da54b7848eb494df,4,1,--seenn-conf 0.20,,2,False,32,16,100,28,1.979954525440599,0.8736059479553904,0.44200165885867493,0.8901515151515151,0.8901515151515151,416676.67166289594,2.3395097255706787,65.0,2026-08-21T09:28:18.339760+00:00,0.09288458350826712,0.12436848221456304,0.13044388592243195,0.1652467312181697,0.16931577026844025,0.136452,"[0.09288458350826712, 0.12436848221456304, 0.13044388592243195, 0.1652467312181697, 0.16931577026844025]",,,,,
|
| 30 |
+
opt2_conf0.20_margin,opt2_seenn_early_exit.py,da54b7848eb494df,4,1,--seenn-conf 0.20,,2,False,32,16,100,29,2.0303050310638313,0.879182156133829,0.5796507596969604,0.7765151515151515,0.8901515151515151,409453.3723133484,2.3361122608184814,67.3,2026-08-21T09:28:20.708364+00:00,0.089796344147009,0.12477200872757856,0.12840858627768123,0.1648112886092242,0.16372005816768198,0.134302,"[0.089796344147009, 0.12477200872757856, 0.12840858627768123, 0.1648112886092242, 0.16372005816768198]",,,,,
|
| 31 |
+
opt2_conf0.20_margin,opt2_seenn_early_exit.py,da54b7848eb494df,4,1,--seenn-conf 0.20,,2,False,32,16,100,30,1.9554067331618978,0.8884758364312267,0.48719875649972394,0.8106060606060606,0.8901515151515151,412959.54567307694,2.3273587226867676,69.7,2026-08-21T09:28:23.062046+00:00,0.09408610357957728,0.12156116611817304,0.1248798677149941,0.16244639280964346,0.16816896112526164,0.134228,"[0.09408610357957728, 0.12156116611817304, 0.1248798677149941, 0.16244639280964346, 0.16816896112526164]",1,128.12,0.08283,88.5,5406.0
|
| 32 |
+
opt2_conf0.20_margin,opt2_seenn_early_exit.py,da54b7848eb494df,4,1,--seenn-conf 0.20,,2,False,32,16,100,31,1.9103150810894027,0.9033457249070632,0.5451603152535178,0.8333333333333334,0.8901515151515151,415023.73543552036,2.323277235031128,72.0,2026-08-21T09:28:25.410113+00:00,0.09436882418744705,0.12326318463858436,0.1251350470325526,0.15914248455973232,0.16653927459436305,0.13369,"[0.09436882418744705, 0.12326318463858436, 0.1251350470325526, 0.15914248455973232, 0.16653927459436305]",,,,,
|
| 33 |
+
opt2_conf0.20_margin,opt2_seenn_early_exit.py,da54b7848eb494df,4,1,--seenn-conf 0.20,,2,False,32,16,100,32,1.835872331073293,0.9182156133828996,0.4363385890469407,0.8295454545454546,0.8901515151515151,413013.8158936652,2.3073761463165283,74.3,2026-08-21T09:28:27.744561+00:00,0.09344506614348468,0.1235177350394866,0.12520456664702473,0.15636955026318045,0.16496551299796386,0.1327,"[0.09344506614348468, 0.1235177350394866, 0.12520456664702473, 0.15636955026318045, 0.16496551299796386]",1,116.42,0.07462,96.0,5406.0
|
| 34 |
+
opt2_conf0.20_margin,opt2_seenn_early_exit.py,da54b7848eb494df,4,1,--seenn-conf 0.20,,2,False,32,16,100,33,1.822997669305057,0.9163568773234201,0.6230195354331624,0.803030303030303,0.8901515151515151,414243.9432975113,2.3001675605773926,76.6,2026-08-21T09:28:30.070942+00:00,0.09464635524679632,0.12202938251635607,0.1259470967685475,0.15562066786429463,0.16263007328790777,0.132175,"[0.09464635524679632, 0.12202938251635607, 0.1259470967685475, 0.15562066786429463, 0.16263007328790777]",,,,,
|
| 35 |
+
opt2_conf0.20_margin,opt2_seenn_early_exit.py,da54b7848eb494df,4,1,--seenn-conf 0.20,,2,False,32,16,100,34,1.7686771788118496,0.9275092936802974,0.5541494579026194,0.8295454545454546,0.8901515151515151,422346.8758484163,2.2977354526519775,78.9,2026-08-21T09:28:32.395257+00:00,0.09417639190659803,0.13031468584257014,0.12610077069086187,0.15780184724751642,0.16685850041754105,0.13505,"[0.09417639190659803, 0.13031468584257014, 0.12610077069086187, 0.15780184724751642, 0.16685850041754105]",1,137.16,0.08754,95.5,5406.0
|
| 36 |
+
opt2_conf0.20_margin,opt2_seenn_early_exit.py,da54b7848eb494df,4,1,--seenn-conf 0.20,,2,False,32,16,100,35,1.8284305254322888,0.9256505576208178,0.6117012157584681,0.7992424242424242,0.8901515151515151,423755.25820135744,2.2974421977996826,81.2,2026-08-21T09:28:34.718799+00:00,0.09571225590565625,0.12923824436524334,0.12473210341790143,0.15838906519553242,0.16150477177956524,0.133915,"[0.09571225590565625, 0.12923824436524334, 0.12473210341790143, 0.15838906519553242, 0.16150477177956524]",,,,,
|
| 37 |
+
opt2_conf0.20_margin,opt2_seenn_early_exit.py,da54b7848eb494df,4,1,--seenn-conf 0.20,,2,False,32,16,100,36,1.7895906591947195,0.9349442379182156,0.3076398219123031,0.9166666666666666,0.9166666666666666,418530.7606052036,2.2833354473114014,83.5,2026-08-21T09:28:37.028565+00:00,0.09367350620381973,0.12841120581416524,0.12485968628350426,0.15691536927924438,0.16709668671383576,0.134191,"[0.09367350620381973, 0.12841120581416524, 0.12485968628350426, 0.15691536927924438, 0.16709668671383576]",1,115.04,0.07297,95.0,5406.0
|
| 38 |
+
opt2_conf0.20_margin,opt2_seenn_early_exit.py,da54b7848eb494df,4,1,--seenn-conf 0.20,,2,False,32,16,100,37,1.6957681755151004,0.9516728624535316,0.30011776541218615,0.9204545454545454,0.9204545454545454,415366.76767533936,2.287719249725342,85.8,2026-08-21T09:28:39.348851+00:00,0.09472162977737539,0.1251771388685002,0.12174730704111211,0.15431859826340394,0.16695013992926655,0.132583,"[0.09472162977737539, 0.1251771388685002, 0.12174730704111211, 0.15431859826340394, 0.16695013992926655]",,,,,
|
| 39 |
+
opt2_conf0.20_margin,opt2_seenn_early_exit.py,da54b7848eb494df,4,1,--seenn-conf 0.20,,2,False,32,16,100,38,1.648404515808843,0.9553903345724907,0.31152206659317017,0.9053030303030303,0.9204545454545454,416472.9304298642,2.289289712905884,88.1,2026-08-21T09:28:41.669251+00:00,0.09405964262345258,0.12683384602560716,0.12252766025416992,0.15689717934412115,0.16851375120527604,0.133766,"[0.09405964262345258, 0.12683384602560716, 0.12252766025416992, 0.15689717934412115, 0.16851375120527604]",1,124.22,0.07899,97.0,5406.0
|
| 40 |
+
opt2_conf0.20_margin,opt2_seenn_early_exit.py,da54b7848eb494df,4,1,--seenn-conf 0.20,,2,False,32,16,100,39,1.6807807094545613,0.9609665427509294,0.40105685320767487,0.8901515151515151,0.9204545454545454,411414.4120475113,2.284583330154419,90.3,2026-08-21T09:28:43.980584+00:00,0.09289277739384595,0.1248150687007343,0.12185469795675839,0.15567752806579366,0.17067003951353185,0.133182,"[0.09289277739384595, 0.1248150687007343, 0.12185469795675839, 0.15567752806579366, 0.17067003951353185]",,,,,
|
| 41 |
+
opt2_conf0.20_margin,opt2_seenn_early_exit.py,da54b7848eb494df,4,1,--seenn-conf 0.20,,2,False,32,16,100,40,1.6816609286907438,0.9535315985130112,0.4784894079873056,0.8333333333333334,0.9204545454545454,413512.58088235295,2.2844676971435547,92.6,2026-08-21T09:28:46.291372+00:00,0.09470791676465203,0.12372514430214376,0.12072779194397085,0.1561519617543501,0.16599969302906709,0.132263,"[0.09470791676465203, 0.12372514430214376, 0.12072779194397085, 0.1561519617543501, 0.16599969302906709]",1,149.45,0.09484,99.0,5406.0
|
| 42 |
+
opt2_conf0.20_margin,opt2_seenn_early_exit.py,da54b7848eb494df,4,1,--seenn-conf 0.20,,2,False,32,16,100,41,1.5927490970902283,0.9702602230483272,0.3525346531109376,0.8939393939393939,0.9204545454545454,411031.35591063346,2.2811615467071533,94.9,2026-08-21T09:28:48.598721+00:00,0.09380711834220325,0.12449276359642253,0.1184375689310186,0.1547660082578659,0.16422095719505758,0.131145,"[0.09380711834220325, 0.12449276359642253, 0.1184375689310186, 0.1547660082578659, 0.16422095719505758]",,,,,
|
| 43 |
+
opt2_conf0.20_margin,opt2_seenn_early_exit.py,da54b7848eb494df,4,1,--seenn-conf 0.20,,2,False,32,16,100,42,1.6418782415000037,0.9739776951672863,0.2875878232898134,0.9015151515151515,0.9204545454545454,409572.67845022626,2.2877252101898193,97.2,2026-08-21T09:28:50.912884+00:00,0.09498918012661092,0.12133959768449559,0.1175192077370251,0.15340714244281545,0.16773108261473038,0.130997,"[0.09498918012661092, 0.12133959768449559, 0.1175192077370251, 0.15340714244281545, 0.16773108261473038]",,,,,
|
| 44 |
+
opt2_conf0.20_margin,opt2_seenn_early_exit.py,da54b7848eb494df,4,1,--seenn-conf 0.20,,2,False,32,16,100,43,1.6198533436622762,0.9628252788104089,0.40094247550675366,0.8901515151515151,0.9204545454545454,406777.2258201358,2.285059690475464,99.5,2026-08-21T09:28:53.225699+00:00,0.0942627621047637,0.1205194759018281,0.11695356886176501,0.15250392433475046,0.1680732316830579,0.130463,"[0.0942627621047637, 0.1205194759018281, 0.11695356886176501, 0.15250392433475046, 0.1680732316830579]",1,130.28,0.08269,96.0,5406.0
|
| 45 |
+
opt2_conf0.20_margin,opt2_seenn_early_exit.py,da54b7848eb494df,4,1,--seenn-conf 0.20,,2,False,32,16,100,44,1.6519356137314694,0.9609665427509294,0.4739454009316184,0.8371212121212122,0.9204545454545454,408695.55401583714,2.291486978530884,101.8,2026-08-21T09:28:55.543772+00:00,0.09450150412671707,0.1211930381901124,0.11813013737692553,0.1534876674413681,0.1636460081619375,0.130192,"[0.09450150412671707, 0.1211930381901124, 0.11813013737692553, 0.1534876674413681, 0.1636460081619375]",,,,,
|
| 46 |
+
opt2_conf0.20_margin,opt2_seenn_early_exit.py,da54b7848eb494df,4,1,--seenn-conf 0.20,,2,False,32,16,100,45,1.6312246588526162,0.966542750929368,0.3791631351817738,0.8863636363636364,0.9204545454545454,412556.932550905,2.292191505432129,104.1,2026-08-21T09:28:57.861824+00:00,0.0948179881362354,0.12410460149540621,0.11799055074944216,0.15497028477051678,0.1666745324345196,0.131712,"[0.0948179881362354, 0.12410460149540621, 0.11799055074944216, 0.15497028477051678, 0.1666745324345196]",1,141.12,0.08985,95.5,5406.0
|
| 47 |
+
opt2_conf0.20_margin,opt2_seenn_early_exit.py,da54b7848eb494df,4,1,--seenn-conf 0.20,,2,False,32,16,100,46,1.5877590839747602,0.9609665427509294,0.33455735670797754,0.9166666666666666,0.9204545454545454,417847.6872171946,2.292658567428589,106.4,2026-08-21T09:29:00.179927+00:00,0.09706921700169058,0.12448992185732898,0.11893881857395172,0.15262236928238587,0.1637236651252298,0.131369,"[0.09706921700169058, 0.12448992185732898, 0.11893881857395172, 0.15262236928238587, 0.1637236651252298]",,,,,
|
| 48 |
+
opt2_conf0.20_margin,opt2_seenn_early_exit.py,da54b7848eb494df,4,1,--seenn-conf 0.20,,2,False,32,16,100,47,1.5435941627034468,0.966542750929368,0.3004241215460228,0.9090909090909091,0.9204545454545454,416201.6916006787,2.2948334217071533,108.7,2026-08-21T09:29:02.501090+00:00,0.09732660782687805,0.12261421101934769,0.11875820335219889,0.15152528443757227,0.16618997910443475,0.131283,"[0.09732660782687805, 0.12261421101934769, 0.11875820335219889, 0.15152528443757227, 0.16618997910443475]",1,120.23,0.07664,94.5,5406.0
|
| 49 |
+
opt2_conf0.20_margin,opt2_seenn_early_exit.py,da54b7848eb494df,4,1,--seenn-conf 0.20,,2,False,32,16,100,48,1.5415437992620646,0.9795539033457249,0.3228912091616428,0.9242424242424242,0.9242424242424242,416053.5998303168,2.3106513023376465,111.0,2026-08-21T09:29:04.838202+00:00,0.09729635671657674,0.12263988747316248,0.11865768800763522,0.15116245431058548,0.16469069964745464,0.130889,"[0.09729635671657674, 0.12263988747316248, 0.11865768800763522, 0.15116245431058548, 0.16469069964745464]",,,,,
|
| 50 |
+
opt2_conf0.20_margin,opt2_seenn_early_exit.py,da54b7848eb494df,4,1,--seenn-conf 0.20,,2,False,32,16,100,49,1.5739378197928786,0.966542750929368,0.334713451564312,0.9015151515151515,0.9242424242424242,405686.25834276015,2.3145530223846436,113.3,2026-08-21T09:29:07.184417+00:00,0.09439380686072742,0.11863557775230969,0.11837722667876412,0.15150190714527578,0.16728664496365717,0.130039,"[0.09439380686072742, 0.11863557775230969, 0.11837722667876412, 0.15150190714527578, 0.16728664496365717]",1,138.04,0.08875,96.0,5406.0
|
| 51 |
+
opt2_conf0.20_margin,opt2_seenn_early_exit.py,da54b7848eb494df,4,1,--seenn-conf 0.20,,2,False,32,16,100,50,1.532762472071169,0.9758364312267658,0.2928305277318666,0.9393939393939394,0.9393939393939394,403720.13815045246,2.315732002258301,115.6,2026-08-21T09:29:09.525320+00:00,0.09385013448841431,0.11776259804473203,0.11878697135869194,0.1506254296092426,0.16611691345186794,0.129428,"[0.09385013448841431, 0.11776259804473203, 0.11878697135869194, 0.1506254296092426, 0.16611691345186794]",,,,,
|
| 52 |
+
opt2_conf0.20_margin,opt2_seenn_early_exit.py,da54b7848eb494df,4,1,--seenn-conf 0.20,,2,False,32,16,100,51,1.50470835169895,0.9888475836431226,0.24704066596247934,0.946969696969697,0.946969696969697,406843.77163461543,2.3239939212799072,117.9,2026-08-21T09:29:11.881612+00:00,0.0948034454794491,0.11891468307551216,0.1188482799950768,0.14992650379152858,0.1633544169804629,0.129169,"[0.0948034454794491, 0.11891468307551216, 0.1188482799950768, 0.14992650379152858, 0.1633544169804629]",1,114.44,0.07388,97.5,5406.0
|
| 53 |
+
opt2_conf0.20_margin,opt2_seenn_early_exit.py,da54b7848eb494df,4,1,--seenn-conf 0.20,,2,False,32,16,100,52,1.4683795848300465,0.9851301115241635,0.32031278944376745,0.9204545454545454,0.946969696969697,408576.3421945701,2.3251171112060547,120.2,2026-08-21T09:29:14.239864+00:00,0.09573182814261492,0.11871298139586169,0.11872558076592053,0.1504671740181306,0.16216001966420343,0.12916,"[0.09573182814261492, 0.11871298139586169, 0.11872558076592053, 0.1504671740181306, 0.16216001966420343]",,,,,
|
| 54 |
+
opt2_conf0.20_margin,opt2_seenn_early_exit.py,da54b7848eb494df,4,1,--seenn-conf 0.20,,2,False,32,16,100,53,1.490157099904624,0.9814126394052045,0.34299548828240595,0.9090909090909091,0.946969696969697,405820.7531108597,2.335634469985962,122.6,2026-08-21T09:29:16.601912+00:00,0.09549249971614164,0.11766344177372315,0.11666350329623502,0.14979161935694077,0.1640375580857782,0.12873,"[0.09549249971614164, 0.11766344177372315, 0.11666350329623502, 0.14979161935694077, 0.1640375580857782]",1,140.39,0.09108,89.5,5406.0
|
| 55 |
+
opt2_conf0.20_margin,opt2_seenn_early_exit.py,da54b7848eb494df,4,1,--seenn-conf 0.20,,2,False,32,16,100,54,1.52471696355529,0.9869888475836431,0.2739717617179408,0.946969696969697,0.946969696969697,405177.4104920815,2.335446834564209,124.9,2026-08-21T09:29:18.964302+00:00,0.09497580107520609,0.11844262656043558,0.11569567725938909,0.15105032920837402,0.1597935609957751,0.127992,"[0.09497580107520609, 0.11844262656043558, 0.11569567725938909, 0.15105032920837402, 0.1597935609957751]",,,,,
|
| 56 |
+
opt2_conf0.20_margin,opt2_seenn_early_exit.py,da54b7848eb494df,4,1,--seenn-conf 0.20,,2,False,32,16,100,55,1.4499906345814133,0.9869888475836431,0.2932037584709399,0.9128787878787878,0.946969696969697,411867.7504242081,2.3441457748413086,127.3,2026-08-21T09:29:21.334418+00:00,0.0965623272692456,0.12058174347176272,0.11799283807768542,0.150396070059608,0.16010902383748224,0.129128,"[0.0965623272692456, 0.12058174347176272, 0.11799283807768542, 0.150396070059608, 0.16010902383748224]",1,133.28,0.08679,95.5,5406.0
|
| 57 |
+
opt2_conf0.20_margin,opt2_seenn_early_exit.py,da54b7848eb494df,4,1,--seenn-conf 0.20,,2,False,32,16,100,56,1.4344515720707776,0.9869888475836431,0.3055894410971439,0.9128787878787878,0.946969696969697,407433.6242929864,2.342165470123291,129.6,2026-08-21T09:29:23.703019+00:00,0.0959463952218785,0.11846857517957687,0.11602971834294937,0.15095329459975748,0.16363161188714645,0.129006,"[0.0959463952218785, 0.11846857517957687, 0.11602971834294937, 0.15095329459975748, 0.16363161188714645]",,,,,
|
| 58 |
+
opt2_conf0.20_margin,opt2_seenn_early_exit.py,da54b7848eb494df,4,1,--seenn-conf 0.20,,2,False,32,16,100,57,1.4352419863846222,0.9869888475836431,0.30596757115739764,0.9318181818181818,0.946969696969697,410603.5889423077,2.3467254638671875,132.0,2026-08-21T09:29:26.075228+00:00,0.09606531656840268,0.1206457281813902,0.11714844887747485,0.15141299980528214,0.16254525237223683,0.129564,"[0.09606531656840268, 0.1206457281813902, 0.11714844887747485, 0.15141299980528214, 0.16254525237223683]",1,120.58,0.0786,95.5,5406.0
|
| 59 |
+
opt2_conf0.20_margin,opt2_seenn_early_exit.py,da54b7848eb494df,4,1,--seenn-conf 0.20,,2,False,32,16,100,58,1.4804328006439493,0.983271375464684,0.30732858677705127,0.9318181818181818,0.946969696969697,410284.0859728507,2.3424952030181885,134.3,2026-08-21T09:29:28.444222+00:00,0.09632536111509099,0.11990330324453466,0.11744919243980856,0.14973134415991166,0.1597971679533229,0.128641,"[0.09632536111509099, 0.11990330324453466, 0.11744919243980856, 0.14973134415991166, 0.1597971679533229]",,,,,
|
| 60 |
+
opt2_conf0.20_margin,opt2_seenn_early_exit.py,da54b7848eb494df,4,1,--seenn-conf 0.20,,2,False,32,16,100,59,1.4778229654056876,0.9795539033457249,0.3285395792036345,0.9090909090909091,0.946969696969697,411259.6631787331,2.3350846767425537,136.6,2026-08-21T09:29:30.808363+00:00,0.09626107049338958,0.12177492196069044,0.11594669126412448,0.14929949711350834,0.15873771818245158,0.128404,"[0.09626107049338958, 0.12177492196069044, 0.11594669126412448, 0.14929949711350834, 0.15873771818245158]",,,,,
|
| 61 |
+
opt2_conf0.20_margin,opt2_seenn_early_exit.py,da54b7848eb494df,4,1,--seenn-conf 0.20,,2,False,32,16,100,60,1.469111986762972,0.9739776951672863,0.30484822256998584,0.9242424242424242,0.946969696969697,415365.6013857466,2.3297839164733887,139.0,2026-08-21T09:29:33.163453+00:00,0.09722534216502134,0.1227712622460197,0.11779435373404447,0.14997892520006964,0.15654544094029596,0.128863,"[0.09722534216502134, 0.1227712622460197, 0.11779435373404447, 0.14997892520006964, 0.15654544094029596]",1,132.5,0.08575,94.0,5406.0
|
| 62 |
+
opt2_conf0.20_margin,opt2_seenn_early_exit.py,da54b7848eb494df,4,1,--seenn-conf 0.20,,2,False,32,16,100,61,1.47899249761078,0.9851301115241635,0.2758038910952481,0.9204545454545454,0.946969696969697,411649.9711538462,2.3241653442382812,141.3,2026-08-21T09:29:35.513741+00:00,0.09682871226002188,0.1202789908822845,0.1172854129005881,0.1497417968862197,0.15957872920176563,0.128743,"[0.09682871226002188, 0.1202789908822845, 0.1172854129005881, 0.1497417968862197, 0.15957872920176563]",,,,,
|
| 63 |
+
opt2_conf0.20_margin,opt2_seenn_early_exit.py,da54b7848eb494df,4,1,--seenn-conf 0.20,,2,False,32,16,100,62,1.4407406597775598,0.983271375464684,0.31760139898820355,0.9242424242424242,0.946969696969697,415638.60930429865,2.3244659900665283,143.6,2026-08-21T09:29:37.864537+00:00,0.0974425213301883,0.12216111491708194,0.11842158962698544,0.1505936892593608,0.16215511718217065,0.130155,"[0.0974425213301883, 0.12216111491708194, 0.11842158962698544, 0.1505936892593608, 0.16215511718217065]",1,130.71,0.0844,95.0,5406.0
|
| 64 |
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opt2_conf0.20_margin,opt2_seenn_early_exit.py,da54b7848eb494df,4,1,--seenn-conf 0.20,,2,False,32,16,100,63,1.445345138085376,0.9907063197026023,0.3061085343360901,0.9356060606060606,0.946969696969697,413483.4331165158,2.311384439468384,145.9,2026-08-21T09:29:40.201284+00:00,0.0975516990703695,0.12036366804557688,0.11760788980652304,0.14998069230247946,0.16310623726424048,0.129722,"[0.0975516990703695, 0.12036366804557688, 0.11760788980652304, 0.14998069230247946, 0.16310623726424048]",,,,,
|
| 65 |
+
opt2_conf0.20_margin,opt2_seenn_early_exit.py,da54b7848eb494df,4,1,--seenn-conf 0.20,,2,False,32,16,100,64,1.4409091711930626,0.9888475836431226,0.2588287036527287,0.9431818181818182,0.946969696969697,411973.7186085973,2.314649820327759,148.2,2026-08-21T09:29:42.542023+00:00,0.09729798138141632,0.11979959773666718,0.11695738881826401,0.14986612165675445,0.15926202342790716,0.128637,"[0.09729798138141632, 0.11979959773666718, 0.11695738881826401, 0.14986612165675445, 0.15926202342790716]",1,116.57,0.07495,96.0,5406.0
|
| 66 |
+
opt2_conf0.20_margin,opt2_seenn_early_exit.py,da54b7848eb494df,4,1,--seenn-conf 0.20,,2,False,32,16,100,65,1.4056902924434846,0.9925650557620818,0.27320488926136133,0.9393939393939394,0.946969696969697,411810.9106334842,2.3151938915252686,150.5,2026-08-21T09:29:44.884263+00:00,0.09674559270634371,0.12035346863900914,0.11793218684547088,0.1490066822837381,0.1613620572230395,0.12908,"[0.09674559270634371, 0.12035346863900914, 0.11793218684547088, 0.1490066822837381, 0.1613620572230395]",,,,,
|
| 67 |
+
opt2_conf0.20_margin,opt2_seenn_early_exit.py,da54b7848eb494df,4,1,--seenn-conf 0.20,,2,False,32,16,100,66,1.4346819708338456,0.9907063197026023,0.24906943873925644,0.9507575757575758,0.9507575757575758,414439.67548076925,2.3086915016174316,152.9,2026-08-21T09:29:47.220129+00:00,0.09791985066498027,0.12067220885964001,0.11765149191898458,0.14902959150426529,0.1585134969038122,0.128757,"[0.09791985066498027, 0.12067220885964001, 0.11765149191898458, 0.14902959150426529, 0.1585134969038122]",1,90.31,0.05792,94.0,5406.0
|
| 68 |
+
opt2_conf0.20_margin,opt2_seenn_early_exit.py,da54b7848eb494df,4,1,--seenn-conf 0.20,,2,False,32,16,100,67,1.389185608098055,0.9981412639405205,0.2864340548262452,0.9356060606060606,0.9507575757575758,410703.9731334842,2.3093457221984863,155.2,2026-08-21T09:29:49.574535+00:00,0.0972222453531097,0.11954048538909239,0.11562519301386441,0.14872383019503424,0.16061553271377788,0.128345,"[0.0972222453531097, 0.11954048538909239, 0.11562519301386441, 0.14872383019503424, 0.16061553271377788]",,,,,
|
| 69 |
+
opt2_conf0.20_margin,opt2_seenn_early_exit.py,da54b7848eb494df,4,1,--seenn-conf 0.20,,2,False,32,16,100,68,1.415700767120021,0.9925650557620818,0.2781097929586064,0.9318181818181818,0.9507575757575758,411637.9049773756,2.312903642654419,157.5,2026-08-21T09:29:51.913446+00:00,0.09665715738254435,0.12092258211444407,0.11679480224847794,0.14918976496247685,0.15992565978975856,0.128698,"[0.09665715738254435, 0.12092258211444407, 0.11679480224847794, 0.14918976496247685, 0.15992565978975856]",,,,,
|
| 70 |
+
opt2_conf0.20_margin,opt2_seenn_early_exit.py,da54b7848eb494df,4,1,--seenn-conf 0.20,,2,False,32,16,100,69,1.3832465591927001,0.9944237918215614,0.29125599111571454,0.9318181818181818,0.9507575757575758,413232.95715497737,2.310107946395874,159.8,2026-08-21T09:29:54.251329+00:00,0.09782081272672205,0.1203689654083813,0.11640948802232742,0.14870255308992722,0.16011014580726624,0.128682,"[0.09782081272672205, 0.1203689654083813, 0.11640948802232742, 0.14870255308992722, 0.16011014580726624]",1,125.23,0.08036,96.0,5406.0
|
| 71 |
+
opt2_conf0.20_margin,opt2_seenn_early_exit.py,da54b7848eb494df,4,1,--seenn-conf 0.20,,2,False,32,16,100,70,1.390595011551584,0.9888475836431226,0.3021477302818587,0.928030303030303,0.9507575757575758,414948.47878959274,2.3030033111572266,162.1,2026-08-21T09:29:56.580485+00:00,0.09827982634305954,0.12161185899201561,0.11543491614215515,0.14847188136156866,0.15917309417444117,0.128594,"[0.09827982634305954, 0.12161185899201561, 0.11543491614215515, 0.14847188136156866, 0.15917309417444117]",,,,,
|
| 72 |
+
opt2_conf0.20_margin,opt2_seenn_early_exit.py,da54b7848eb494df,4,1,--seenn-conf 0.20,,2,False,32,16,100,71,1.4103931614014296,0.9944237918215614,0.32506561279296875,0.928030303030303,0.9507575757575758,411507.0961538462,2.2998206615448,164.4,2026-08-21T09:29:58.905809+00:00,0.09707911181099274,0.12101783384295071,0.11483725817764506,0.1486722090665032,0.15726200009093566,0.127774,"[0.09707911181099274, 0.12101783384295071, 0.11483725817764506, 0.1486722090665032, 0.15726200009093566]",1,128.58,0.08214,96.5,5406.0
|
| 73 |
+
opt2_conf0.20_margin,opt2_seenn_early_exit.py,da54b7848eb494df,4,1,--seenn-conf 0.20,,2,False,32,16,100,72,1.4083157312471184,0.9944237918215614,0.2856930575587533,0.9242424242424242,0.9507575757575758,414201.73161764705,2.2982168197631836,166.7,2026-08-21T09:30:01.232798+00:00,0.09775215431171305,0.12266734505400938,0.11403791825560962,0.1485634297132492,0.1556781407664804,0.12774,"[0.09775215431171305, 0.12266734505400938, 0.11403791825560962, 0.1485634297132492, 0.1556781407664804]",,,,,
|
| 74 |
+
opt2_conf0.20_margin,opt2_seenn_early_exit.py,da54b7848eb494df,4,1,--seenn-conf 0.20,,2,False,32,16,100,73,1.3917131401792335,0.9907063197026023,0.26464311981743033,0.9356060606060606,0.9507575757575758,415784.1921662896,2.3052799701690674,169.0,2026-08-21T09:30:03.564226+00:00,0.0977993270053583,0.12302913823548485,0.11610299830927569,0.14869271481738372,0.15615682479213266,0.128356,"[0.0977993270053583, 0.12302913823548485, 0.11610299830927569, 0.14869271481738372, 0.15615682479213266]",1,129.99,0.08324,94.5,5406.0
|
| 75 |
+
opt2_conf0.20_margin,opt2_seenn_early_exit.py,da54b7848eb494df,4,1,--seenn-conf 0.20,,2,False,32,16,100,74,1.3775125338685557,0.9944237918215614,0.29869809024261706,0.9393939393939394,0.9507575757575758,411736.9762443439,2.307274580001831,171.3,2026-08-21T09:30:05.897206+00:00,0.09745370640474207,0.12076348153983846,0.11445205439539517,0.14790384646724253,0.15916672436630025,0.127948,"[0.09745370640474207, 0.12076348153983846, 0.11445205439539517, 0.14790384646724253, 0.15916672436630025]",,,,,
|
| 76 |
+
opt2_conf0.20_margin,opt2_seenn_early_exit.py,da54b7848eb494df,4,1,--seenn-conf 0.20,,2,False,32,16,100,75,1.3804688604347768,0.9962825278810409,0.31817333580869617,0.9204545454545454,0.9507575757575758,411860.879949095,2.3051671981811523,173.6,2026-08-21T09:30:08.228677+00:00,0.09739006529836093,0.12032785704907249,0.11579644723850138,0.14811016531551585,0.15699818116777084,0.127725,"[0.09739006529836093, 0.12032785704907249, 0.11579644723850138, 0.14811016531551585, 0.15699818116777084]",1,139.85,0.08955,94.5,5406.0
|
| 77 |
+
opt2_conf0.20_margin,opt2_seenn_early_exit.py,da54b7848eb494df,4,1,--seenn-conf 0.20,,2,False,32,16,100,76,1.3955644484346241,0.9888475836431226,0.2565406055161447,0.9507575757575758,0.9507575757575758,413301.9715780543,2.3075013160705566,175.9,2026-08-21T09:30:10.562250+00:00,0.09784973675713819,0.12123287337667801,0.11515075099818847,0.14720418085070217,0.1550409311757368,0.127296,"[0.09784973675713819, 0.12123287337667801, 0.11515075099818847, 0.14720418085070217, 0.1550409311757368]",,,,,
|
| 78 |
+
opt2_conf0.20_margin,opt2_seenn_early_exit.py,da54b7848eb494df,4,1,--seenn-conf 0.20,,2,False,32,16,100,77,1.352161084852254,1.0,0.28410375118255615,0.9393939393939394,0.9507575757575758,409936.6617647059,2.3059582710266113,178.2,2026-08-21T09:30:12.894358+00:00,0.09703653174288132,0.11987881450092092,0.11481205067213844,0.14668016048038707,0.15596298347501195,0.126874,"[0.09703653174288132, 0.11987881450092092, 0.11481205067213844, 0.14668016048038707, 0.15596298347501195]",1,125.98,0.0807,95.5,5406.0
|
| 79 |
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opt2_conf0.20_margin,opt2_seenn_early_exit.py,da54b7848eb494df,4,1,--seenn-conf 0.20,,2,False,32,16,100,78,1.3762829042278701,0.9944237918215614,0.25670347994927206,0.9356060606060606,0.9507575757575758,412366.57734728506,2.3177244663238525,180.5,2026-08-21T09:30:15.238688+00:00,0.0978297876084552,0.12098932178581462,0.11396601839977152,0.14705023520133076,0.15549437964663787,0.127066,"[0.0978297876084552, 0.12098932178581462, 0.11396601839977152, 0.14705023520133076, 0.15549437964663787]",,,,,
|
| 80 |
+
opt2_conf0.20_margin,opt2_seenn_early_exit.py,da54b7848eb494df,4,1,--seenn-conf 0.20,,2,False,32,16,100,79,1.39310482266224,0.9962825278810409,0.2642353084502798,0.946969696969697,0.9507575757575758,411265.0682975113,2.309173583984375,182.8,2026-08-21T09:30:17.574770+00:00,0.09783938877722796,0.12002254277467728,0.11374715452685076,0.14698081332094529,0.1574124474735821,0.1272,"[0.09783938877722796, 0.12002254277467728, 0.11374715452685076, 0.14698081332094529, 0.1574124474735821]",1,125.72,0.08064,90.5,5406.0
|
| 81 |
+
opt2_conf0.20_margin,opt2_seenn_early_exit.py,da54b7848eb494df,4,1,--seenn-conf 0.20,,2,False,32,16,100,80,1.363020418301834,1.0,0.2740805817372871,0.9431818181818182,0.9507575757575758,413225.1593608597,2.3187215328216553,185.2,2026-08-21T09:30:19.920336+00:00,0.09780700329472036,0.12155455482356689,0.11435726504115497,0.14786843692555146,0.15565863602301655,0.127449,"[0.09780700329472036, 0.12155455482356689, 0.11435726504115497, 0.14786843692555146, 0.15565863602301655]",,,,,
|
| 82 |
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opt2_conf0.20_margin,opt2_seenn_early_exit.py,da54b7848eb494df,4,1,--seenn-conf 0.20,,2,False,32,16,100,81,1.3427675488269906,0.9981412639405205,0.2755408187707265,0.946969696969697,0.9507575757575758,409782.66515837103,2.3170204162597656,187.5,2026-08-21T09:30:22.263574+00:00,0.0970578373355024,0.12026456392863218,0.11318814097081914,0.1483975324560614,0.15877443201401653,0.127537,"[0.0970578373355024, 0.12026456392863218, 0.11318814097081914, 0.1483975324560614, 0.15877443201401653]",1,138.43,0.0891,94.0,5406.0
|
| 83 |
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opt2_conf0.20_margin,opt2_seenn_early_exit.py,da54b7848eb494df,4,1,--seenn-conf 0.20,,2,False,32,16,100,82,1.3362047929302912,0.9981412639405205,0.29973878824349603,0.9393939393939394,0.9507575757575758,413178.3994626697,2.3220911026000977,189.8,2026-08-21T09:30:24.612282+00:00,0.09759323737200569,0.12179359048604965,0.11449231864774928,0.1483957513290293,0.15715006169150858,0.127885,"[0.09759323737200569, 0.12179359048604965, 0.11449231864774928, 0.1483957513290293, 0.15715006169150858]",,,,,
|
| 84 |
+
opt2_conf0.20_margin,opt2_seenn_early_exit.py,da54b7848eb494df,4,1,--seenn-conf 0.20,,2,False,32,16,100,83,1.3706304247051366,0.9962825278810409,0.2843717715956948,0.9356060606060606,0.9507575757575758,412130.00947398186,2.314237117767334,192.1,2026-08-21T09:30:26.957266+00:00,0.09782376490971621,0.12071640964816599,0.11377177475129857,0.148310949697214,0.15544906959814184,0.127214,"[0.09782376490971621, 0.12071640964816599, 0.11377177475129857, 0.148310949697214, 0.15544906959814184]",,,,,
|
| 85 |
+
opt2_conf0.20_margin,opt2_seenn_early_exit.py,da54b7848eb494df,4,1,--seenn-conf 0.20,,2,False,32,16,100,84,1.348446716163238,0.9981412639405205,0.2763407478729884,0.9356060606060606,0.9507575757575758,411685.7143665158,2.3252618312835693,194.4,2026-08-21T09:30:29.308339+00:00,0.09807981550693512,0.12004441198180704,0.11346292057458092,0.14745949909967535,0.15497815258362713,0.126805,"[0.09807981550693512, 0.12004441198180704, 0.11346292057458092, 0.14745949909967535, 0.15497815258362713]",1,130.58,0.08434,96.0,5406.0
|
| 86 |
+
opt2_conf0.20_margin,opt2_seenn_early_exit.py,da54b7848eb494df,4,1,--seenn-conf 0.20,,2,False,32,16,100,85,1.3518442159248552,1.0,0.28332388536496594,0.9356060606060606,0.9507575757575758,411795.6928733032,2.3270010948181152,196.8,2026-08-21T09:30:31.662425+00:00,0.09801258760340073,0.12012527883052826,0.11373809418257545,0.14759071872514837,0.15544613494592555,0.126983,"[0.09801258760340073, 0.12012527883052826, 0.11373809418257545, 0.14759071872514837, 0.15544613494592555]",,,,,
|
| 87 |
+
opt2_conf0.20_margin,opt2_seenn_early_exit.py,da54b7848eb494df,4,1,--seenn-conf 0.20,,2,False,32,16,100,86,1.3484576324547977,0.9981412639405205,0.26847972427353717,0.9545454545454546,0.9545454545454546,410152.45588235295,2.3301918506622314,199.1,2026-08-21T09:30:34.018524+00:00,0.09756464423502192,0.11981478245819316,0.11316072677864748,0.14705820819910834,0.1547802029287114,0.126476,"[0.09756464423502192, 0.11981478245819316, 0.11316072677864748, 0.14705820819910834, 0.1547802029287114]",1,132.7,0.08589,96.0,5406.0
|
| 88 |
+
opt2_conf0.20_margin,opt2_seenn_early_exit.py,da54b7848eb494df,4,1,--seenn-conf 0.20,,2,False,32,16,100,87,1.3502957430913989,0.9981412639405205,0.31007109672734234,0.9242424242424242,0.9545454545454546,414497.1593608597,2.3302125930786133,201.4,2026-08-21T09:30:36.381065+00:00,0.09870591978816425,0.12089755517594955,0.11431248486042023,0.14835360646247864,0.16014627323431127,0.128483,"[0.09870591978816425, 0.12089755517594955, 0.11431248486042023, 0.14835360646247864, 0.16014627323431127]",,,,,
|
| 89 |
+
opt2_conf0.20_margin,opt2_seenn_early_exit.py,da54b7848eb494df,4,1,--seenn-conf 0.20,,2,False,32,16,100,88,1.3466332552601414,1.0,0.2831260652253122,0.9393939393939394,0.9545454545454546,414079.7150735294,2.3230955600738525,203.8,2026-08-21T09:30:38.731004+00:00,0.0986707149183049,0.12103542115758448,0.11365703843972262,0.14750745191293604,0.15601606141118443,0.127377,"[0.0986707149183049, 0.12103542115758448, 0.11365703843972262, 0.14750745191293604, 0.15601606141118443]",2,64.87,0.04186,96.5,2703.0
|
| 90 |
+
opt2_conf0.20_margin,opt2_seenn_early_exit.py,da54b7848eb494df,4,1,--seenn-conf 0.20,,2,False,32,16,100,89,1.3536765991976714,0.9981412639405205,0.2613905162522287,0.9545454545454546,0.9545454545454546,412747.7474547511,2.3234477043151855,206.1,2026-08-21T09:30:41.081869+00:00,0.0983649558004211,0.1204658378573025,0.11367689336047453,0.14697614136864157,0.15157806610359864,0.126212,"[0.0983649558004211, 0.1204658378573025, 0.11367689336047453, 0.14697614136864157, 0.15157806610359864]",,,,,
|
| 91 |
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opt2_conf0.20_margin,opt2_seenn_early_exit.py,da54b7848eb494df,4,1,--seenn-conf 0.20,,2,False,32,16,100,90,1.3517647826538652,0.9944237918215614,0.27391750839623535,0.9356060606060606,0.9545454545454546,412850.95093325793,2.322021722793579,208.4,2026-08-21T09:30:43.430540+00:00,0.09835257249719956,0.12019523014040555,0.11417872721658033,0.14775534237132354,0.1577044015421587,0.127637,"[0.09835257249719956, 0.12019523014040555, 0.11417872721658033, 0.14775534237132354, 0.1577044015421587]",1,131.81,0.08502,96.0,5406.0
|
| 92 |
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opt2_conf0.20_margin,opt2_seenn_early_exit.py,da54b7848eb494df,4,1,--seenn-conf 0.20,,2,False,32,16,100,91,1.3564064990188995,0.9962825278810409,0.2724840487494613,0.946969696969697,0.9545454545454546,409813.9014423077,2.3155736923217773,210.7,2026-08-21T09:30:45.772490+00:00,0.09802296889178894,0.11898731045863208,0.11233780182459775,0.14703459862400503,0.1551852682057549,0.126314,"[0.09802296889178894, 0.11898731045863208, 0.11233780182459775, 0.14703459862400503, 0.1551852682057549]",,,,,
|
| 93 |
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opt2_conf0.20_margin,opt2_seenn_early_exit.py,da54b7848eb494df,4,1,--seenn-conf 0.20,,2,False,32,16,100,92,1.3436296695227072,0.9981412639405205,0.27877193012020807,0.9431818181818182,0.9545454545454546,411692.0913461538,2.312546730041504,213.0,2026-08-21T09:30:48.110845+00:00,0.09789738804101944,0.12046218137530719,0.11343732958330828,0.14719866917413824,0.15498274389435263,0.126796,"[0.09789738804101944, 0.12046218137530719, 0.11343732958330828, 0.14719866917413824, 0.15498274389435263]",1,115.32,0.07408,99.0,5406.0
|
| 94 |
+
opt2_conf0.20_margin,opt2_seenn_early_exit.py,da54b7848eb494df,4,1,--seenn-conf 0.20,,2,False,32,16,100,93,1.3384014009099912,0.9962825278810409,0.27260604433038016,0.946969696969697,0.9545454545454546,412785.8404977375,2.309626817703247,215.3,2026-08-21T09:30:50.447936+00:00,0.09825087294859045,0.12047679371693555,0.11403468207401388,0.1473960122641395,0.15455794947988846,0.126943,"[0.09825087294859045, 0.12047679371693555, 0.11403468207401388, 0.1473960122641395, 0.15455794947988846]",,,,,
|
| 95 |
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opt2_conf0.20_margin,opt2_seenn_early_exit.py,da54b7848eb494df,4,1,--seenn-conf 0.20,,2,False,32,16,100,94,1.3579621518854759,0.9962825278810409,0.27144100494457013,0.9393939393939394,0.9545454545454546,410586.53973416286,2.3093419075012207,217.6,2026-08-21T09:30:52.783254+00:00,0.09803738532697454,0.11925319713704727,0.11318985767224256,0.14705883930711186,0.15699728359194362,0.126907,"[0.09803738532697454, 0.11925319713704727, 0.11318985767224256, 0.14705883930711186, 0.15699728359194362]",,,,,
|
| 96 |
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opt2_conf0.20_margin,opt2_seenn_early_exit.py,da54b7848eb494df,4,1,--seenn-conf 0.20,,2,False,32,16,100,95,1.3314646181120748,0.9944237918215614,0.2673517524292975,0.946969696969697,0.9545454545454546,411025.6517251131,2.33046555519104,220.0,2026-08-21T09:30:55.140719+00:00,0.09796187544570249,0.11985014291370616,0.1132247079821194,0.14691250727457159,0.1534144895918229,0.126273,"[0.09796187544570249, 0.11985014291370616, 0.1132247079821194, 0.14691250727457159, 0.1534144895918229]",1,136.99,0.08868,93.0,5406.0
|
| 97 |
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opt2_conf0.20_margin,opt2_seenn_early_exit.py,da54b7848eb494df,4,1,--seenn-conf 0.20,,2,False,32,16,100,96,1.3492891128178424,0.9981412639405205,0.277853041435733,0.9431818181818182,0.9545454545454546,413685.8471436652,2.3048882484436035,222.3,2026-08-21T09:30:57.471486+00:00,0.09827716780059478,0.12111131452462252,0.11432790931533365,0.14752714248264537,0.15575662693556616,0.1274,"[0.09827716780059478, 0.12111131452462252, 0.11432790931533365, 0.14752714248264537, 0.15575662693556616]",,,,,
|
| 98 |
+
opt2_conf0.20_margin,opt2_seenn_early_exit.py,da54b7848eb494df,4,1,--seenn-conf 0.20,,2,False,32,16,100,97,1.3275426750289463,1.0,0.2839332561601292,0.9356060606060606,0.9545454545454546,411995.42067307694,2.301410675048828,224.6,2026-08-21T09:30:59.798552+00:00,0.09810164702289245,0.12029440525700064,0.1135297706898521,0.1471586972475052,0.1557910284575294,0.126975,"[0.09810164702289245, 0.12029440525700064, 0.1135297706898521, 0.1471586972475052, 0.1557910284575294]",1,125.95,0.08052,96.5,5406.0
|
| 99 |
+
opt2_conf0.20_margin,opt2_seenn_early_exit.py,da54b7848eb494df,4,1,--seenn-conf 0.20,,2,False,32,16,100,98,1.340301325773218,1.0,0.2732363704479102,0.9393939393939394,0.9545454545454546,412735.51513009047,2.3060200214385986,226.9,2026-08-21T09:31:02.130164+00:00,0.09796873567735448,0.12107384949922562,0.11380348310751073,0.14758419464616215,0.15625,0.127336,"[0.09796873567735448, 0.12107384949922562, 0.11380348310751073, 0.14758419464616215, 0.15625]",,,,,
|
| 100 |
+
opt2_conf0.20_margin,opt2_seenn_early_exit.py,da54b7848eb494df,4,1,--seenn-conf 0.20,,2,False,32,16,100,99,1.3389338011192122,0.9962825278810409,0.27414302347284375,0.9431818181818182,0.9545454545454546,412602.63532239816,2.311972141265869,229.2,2026-08-21T09:31:04.467856+00:00,0.09809728273574043,0.12069867200711194,0.11395105938701068,0.1470318839830511,0.15437613778254566,0.126831,"[0.09809728273574043, 0.12069867200711194, 0.11395105938701068, 0.1470318839830511, 0.15437613778254566]",1,136.18,0.08746,95.5,5406.0
|
| 101 |
+
opt2_conf0.20_margin,opt2_seenn_early_exit.py,da54b7848eb494df,4,1,--seenn-conf 0.20,,2,False,32,16,100,100,1.3493547811827251,0.9962825278810409,0.26624530282887543,0.9393939393939394,0.9545454545454546,412236.48699095024,2.308124542236328,231.5,2026-08-21T09:31:06.801533+00:00,0.0981070026755333,0.12058314900187884,0.11356040835380554,0.14661876243703506,0.1535125146893894,0.126476,"[0.0981070026755333, 0.12058314900187884, 0.11356040835380554, 0.14661876243703506, 0.1535125146893894]",,,,,
|
opt2_seenn_early_exit/opt2_conf0.20_margin.epochs.jsonl
ADDED
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| 1 |
+
{"epoch": 1, "train_loss": 5.537927211882013, "train_acc": 0.4368029739776952, "test_loss": 3.36813870343295, "test_acc": 0.22727272727272727, "best_acc": 0.22727272727272727, "spike_rates": [0.09944495208123151, 0.1317252656992744, 0.15273968437138727, 0.17844085044720592, 0.18094062016290777], "spikes_per_sample": 451657.9742647059, "wall_time_s": 2.73848032951355, "timestamp": "2026-08-21T09:27:15.246506+00:00"}
|
| 2 |
+
{"epoch": 2, "train_loss": 3.9267897056381056, "train_acc": 0.44609665427509293, "test_loss": 2.0410316279440215, "test_acc": 0.32954545454545453, "best_acc": 0.32954545454545453, "spike_rates": [0.10768636929638245, 0.14265046838451834, 0.15639172845027027, 0.18757230306372924, 0.20086388640543995], "spikes_per_sample": 483676.5950226244, "wall_time_s": 2.2266299724578857, "timestamp": "2026-08-21T09:27:17.505083+00:00"}
|
| 3 |
+
{"epoch": 3, "train_loss": 3.8580896730316616, "train_acc": 0.4684014869888476, "test_loss": 1.6055119398868445, "test_acc": 0.42045454545454547, "best_acc": 0.42045454545454547, "spike_rates": [0.11329315734260223, 0.14164448485654943, 0.15424586744869456, 0.1823587540317984, 0.20426335141939275], "spikes_per_sample": 492604.52191742085, "wall_time_s": 2.231736183166504, "timestamp": "2026-08-21T09:27:19.775038+00:00"}
|
| 4 |
+
{"epoch": 4, "train_loss": 3.641450578838476, "train_acc": 0.5, "test_loss": 1.46811432910688, "test_acc": 0.4393939393939394, "best_acc": 0.4393939393939394, "spike_rates": [0.11720962384167839, 0.1408031372463002, 0.15804119057515087, 0.18790038718896754, 0.19908791166894577], "spikes_per_sample": 502608.7518382353, "wall_time_s": 2.239863395690918, "timestamp": "2026-08-21T09:27:22.046239+00:00"}
|
| 5 |
+
{"epoch": 5, "train_loss": 3.4654662387521737, "train_acc": 0.5464684014869888, "test_loss": 1.3073353117162532, "test_acc": 0.5075757575757576, "best_acc": 0.5075757575757576, "spike_rates": [0.11105841661200803, 0.14246783537023208, 0.15853964055285735, 0.18524721264839172, 0.204030965180958], "spikes_per_sample": 491412.1811368778, "wall_time_s": 2.240654945373535, "timestamp": "2026-08-21T09:27:24.319354+00:00"}
|
| 6 |
+
{"epoch": 6, "train_loss": 3.270131807788154, "train_acc": 0.6096654275092936, "test_loss": 1.0781537529193994, "test_acc": 0.6325757575757576, "best_acc": 0.6325757575757576, "spike_rates": [0.10876403442200493, 0.14855533487656536, 0.1591476964599946, 0.18377803266048431, 0.20496171712875366], "spikes_per_sample": 493114.8506787331, "wall_time_s": 2.2598493099212646, "timestamp": "2026-08-21T09:27:26.614231+00:00"}
|
| 7 |
+
{"epoch": 7, "train_loss": 3.098125133372594, "train_acc": 0.637546468401487, "test_loss": 0.9543290102120602, "test_acc": 0.6401515151515151, "best_acc": 0.6401515151515151, "spike_rates": [0.10550896385136772, 0.14927541771355798, 0.15910870801000035, 0.1793515813701293, 0.18851063619641698], "spikes_per_sample": 486307.10831447964, "wall_time_s": 2.2493112087249756, "timestamp": "2026-08-21T09:27:28.896382+00:00"}
|
| 8 |
+
{"epoch": 8, "train_loss": 3.00393288286202, "train_acc": 0.6598513011152416, "test_loss": 0.8944995493599863, "test_acc": 0.6553030303030303, "best_acc": 0.6553030303030303, "spike_rates": [0.10526208623367198, 0.14902837925097523, 0.15732555003727183, 0.18436776890474207, 0.19146303920184865], "spikes_per_sample": 485276.2881787331, "wall_time_s": 2.2556610107421875, "timestamp": "2026-08-21T09:27:31.184328+00:00"}
|
| 9 |
+
{"epoch": 9, "train_loss": 2.8847104111568633, "train_acc": 0.6914498141263941, "test_loss": 0.7517527955951113, "test_acc": 0.678030303030303, "best_acc": 0.678030303030303, "spike_rates": [0.10435352912720512, 0.14818128154558294, 0.15381396868649652, 0.184794380384333, 0.19003043893505545], "spikes_per_sample": 480685.74208144797, "wall_time_s": 2.25946307182312, "timestamp": "2026-08-21T09:27:33.477505+00:00"}
|
| 10 |
+
{"epoch": 10, "train_loss": 2.777075709020338, "train_acc": 0.7026022304832714, "test_loss": 0.8653849182706891, "test_acc": 0.6098484848484849, "best_acc": 0.678030303030303, "spike_rates": [0.10084589351626004, 0.1407802376677008, 0.15144706385977127, 0.18646042837816126, 0.191473448101212], "spikes_per_sample": 464559.3696266968, "wall_time_s": 2.271899461746216, "timestamp": "2026-08-21T09:27:35.780413+00:00"}
|
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{"epoch": 89, "train_loss": 1.3536765991976714, "train_acc": 0.9981412639405205, "test_loss": 0.2613905162522287, "test_acc": 0.9545454545454546, "best_acc": 0.9545454545454546, "spike_rates": [0.0983649558004211, 0.1204658378573025, 0.11367689336047453, 0.14697614136864157, 0.15157806610359864], "spikes_per_sample": 412747.7474547511, "wall_time_s": 2.3234477043151855, "timestamp": "2026-08-21T09:30:41.081869+00:00"}
|
| 90 |
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{"epoch": 90, "train_loss": 1.3517647826538652, "train_acc": 0.9944237918215614, "test_loss": 0.27391750839623535, "test_acc": 0.9356060606060606, "best_acc": 0.9545454545454546, "spike_rates": [0.09835257249719956, 0.12019523014040555, 0.11417872721658033, 0.14775534237132354, 0.1577044015421587], "spikes_per_sample": 412850.95093325793, "wall_time_s": 2.322021722793579, "timestamp": "2026-08-21T09:30:43.430540+00:00"}
|
| 91 |
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{"epoch": 91, "train_loss": 1.3564064990188995, "train_acc": 0.9962825278810409, "test_loss": 0.2724840487494613, "test_acc": 0.946969696969697, "best_acc": 0.9545454545454546, "spike_rates": [0.09802296889178894, 0.11898731045863208, 0.11233780182459775, 0.14703459862400503, 0.1551852682057549], "spikes_per_sample": 409813.9014423077, "wall_time_s": 2.3155736923217773, "timestamp": "2026-08-21T09:30:45.772490+00:00"}
|
| 92 |
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{"epoch": 92, "train_loss": 1.3436296695227072, "train_acc": 0.9981412639405205, "test_loss": 0.27877193012020807, "test_acc": 0.9431818181818182, "best_acc": 0.9545454545454546, "spike_rates": [0.09789738804101944, 0.12046218137530719, 0.11343732958330828, 0.14719866917413824, 0.15498274389435263], "spikes_per_sample": 411692.0913461538, "wall_time_s": 2.312546730041504, "timestamp": "2026-08-21T09:30:48.110845+00:00"}
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| 93 |
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{"epoch": 93, "train_loss": 1.3384014009099912, "train_acc": 0.9962825278810409, "test_loss": 0.27260604433038016, "test_acc": 0.946969696969697, "best_acc": 0.9545454545454546, "spike_rates": [0.09825087294859045, 0.12047679371693555, 0.11403468207401388, 0.1473960122641395, 0.15455794947988846], "spikes_per_sample": 412785.8404977375, "wall_time_s": 2.309626817703247, "timestamp": "2026-08-21T09:30:50.447936+00:00"}
|
| 94 |
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{"epoch": 94, "train_loss": 1.3579621518854759, "train_acc": 0.9962825278810409, "test_loss": 0.27144100494457013, "test_acc": 0.9393939393939394, "best_acc": 0.9545454545454546, "spike_rates": [0.09803738532697454, 0.11925319713704727, 0.11318985767224256, 0.14705883930711186, 0.15699728359194362], "spikes_per_sample": 410586.53973416286, "wall_time_s": 2.3093419075012207, "timestamp": "2026-08-21T09:30:52.783254+00:00"}
|
| 95 |
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{"epoch": 95, "train_loss": 1.3314646181120748, "train_acc": 0.9944237918215614, "test_loss": 0.2673517524292975, "test_acc": 0.946969696969697, "best_acc": 0.9545454545454546, "spike_rates": [0.09796187544570249, 0.11985014291370616, 0.1132247079821194, 0.14691250727457159, 0.1534144895918229], "spikes_per_sample": 411025.6517251131, "wall_time_s": 2.33046555519104, "timestamp": "2026-08-21T09:30:55.140719+00:00"}
|
| 96 |
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{"epoch": 96, "train_loss": 1.3492891128178424, "train_acc": 0.9981412639405205, "test_loss": 0.277853041435733, "test_acc": 0.9431818181818182, "best_acc": 0.9545454545454546, "spike_rates": [0.09827716780059478, 0.12111131452462252, 0.11432790931533365, 0.14752714248264537, 0.15575662693556616], "spikes_per_sample": 413685.8471436652, "wall_time_s": 2.3048882484436035, "timestamp": "2026-08-21T09:30:57.471486+00:00"}
|
| 97 |
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{"epoch": 97, "train_loss": 1.3275426750289463, "train_acc": 1.0, "test_loss": 0.2839332561601292, "test_acc": 0.9356060606060606, "best_acc": 0.9545454545454546, "spike_rates": [0.09810164702289245, 0.12029440525700064, 0.1135297706898521, 0.1471586972475052, 0.1557910284575294], "spikes_per_sample": 411995.42067307694, "wall_time_s": 2.301410675048828, "timestamp": "2026-08-21T09:30:59.798552+00:00"}
|
| 98 |
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{"epoch": 98, "train_loss": 1.340301325773218, "train_acc": 1.0, "test_loss": 0.2732363704479102, "test_acc": 0.9393939393939394, "best_acc": 0.9545454545454546, "spike_rates": [0.09796873567735448, 0.12107384949922562, 0.11380348310751073, 0.14758419464616215, 0.15625], "spikes_per_sample": 412735.51513009047, "wall_time_s": 2.3060200214385986, "timestamp": "2026-08-21T09:31:02.130164+00:00"}
|
| 99 |
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{"epoch": 99, "train_loss": 1.3389338011192122, "train_acc": 0.9962825278810409, "test_loss": 0.27414302347284375, "test_acc": 0.9431818181818182, "best_acc": 0.9545454545454546, "spike_rates": [0.09809728273574043, 0.12069867200711194, 0.11395105938701068, 0.1470318839830511, 0.15437613778254566], "spikes_per_sample": 412602.63532239816, "wall_time_s": 2.311972141265869, "timestamp": "2026-08-21T09:31:04.467856+00:00"}
|
| 100 |
+
{"epoch": 100, "train_loss": 1.3493547811827251, "train_acc": 0.9962825278810409, "test_loss": 0.26624530282887543, "test_acc": 0.9393939393939394, "best_acc": 0.9545454545454546, "spike_rates": [0.0981070026755333, 0.12058314900187884, 0.11356040835380554, 0.14661876243703506, 0.1535125146893894], "spikes_per_sample": 412236.48699095024, "wall_time_s": 2.308124542236328, "timestamp": "2026-08-21T09:31:06.801533+00:00"}
|
opt2_seenn_early_exit/opt2_conf0.20_margin.gpu_telemetry.csv
ADDED
|
@@ -0,0 +1,149 @@
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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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| 136 |
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2026/08/21 09:30:53.182, 0, 92, 77, 2703, 15360, 77, 72.69, 960
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2026/08/21 09:30:53.200, 1, 94, 75, 2703, 15360, 73, 64.30, 1125
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2026/08/21 09:30:58.254, 0, 96, 75, 2703, 15360, 77, 61.00, 1140
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| 139 |
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2026/08/21 09:30:58.271, 1, 97, 79, 2703, 15360, 74, 64.95, 1185
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| 140 |
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2026/08/21 09:31:03.322, 0, 96, 80, 2703, 15360, 77, 68.43, 855
|
| 141 |
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2026/08/21 09:31:03.337, 1, 95, 77, 2703, 15360, 74, 67.75, 1050
|
| 142 |
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2026/08/21 09:31:08.391, 0, 87, 65, 2705, 15360, 77, 71.91, 1020
|
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2026/08/21 09:31:08.402, 1, 7, 2, 3, 15360, 72, 43.99, 1590
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| 144 |
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2026/08/21 09:31:13.445, 0, 86, 62, 2705, 15360, 76, 68.33, 1050
|
| 145 |
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2026/08/21 09:31:13.456, 1, 0, 0, 3, 15360, 68, 13.73, 300
|
| 146 |
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2026/08/21 09:31:18.511, 0, 51, 28, 2705, 15360, 77, 46.68, 1410
|
| 147 |
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2026/08/21 09:31:18.536, 1, 0, 0, 3, 15360, 66, 12.05, 300
|
| 148 |
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2026/08/21 09:31:23.592, 0, 0, 0, 2707, 15360, 76, 45.59, 1590
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| 149 |
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2026/08/21 09:31:23.599, 1, 0, 0, 3, 15360, 64, 11.55, 300
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opt2_seenn_early_exit/opt2_conf0.20_margin.summary.json
ADDED
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@@ -0,0 +1,84 @@
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| 15 |
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| 16 |
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opt2_seenn_early_exit/opt2_conf0.20_margin.zip
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