p-j-r-1-2-3 commited on
Commit
65faee6
·
verified ·
1 Parent(s): 68192ac

add run opt9_r5_p0.7_unbalanced

Browse files
opt9_uticket_prune/opt9_r5_p0.7_unbalanced.epochs.csv ADDED
@@ -0,0 +1,101 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
+ opt9_r5_p0.7_unbalanced,opt9_uticket_prune.py,c32d745a14d46fa6,7,1,--prune-rounds 5 --prune-rate 0.7 --no-balance,,2,False,32,16,100,1,2.5521331644412752,0.45539033457249073,4.082071029778683,0.19696969696969696,0.19696969696969696,437415.4937782805,2.705526113510132,2.7,2026-08-21T17:28:37.784252+00:00,0.09201345636564143,0.12952631273690393,0.15857327860944412,0.18222391167107752,0.1921383098644369,0.150895,"[0.09201345636564143, 0.12952631273690393, 0.15857327860944412, 0.18222391167107752, 0.1921383098644369]",,,,,
3
+ opt9_r5_p0.7_unbalanced,opt9_uticket_prune.py,c32d745a14d46fa6,7,1,--prune-rounds 5 --prune-rate 0.7 --no-balance,,2,False,32,16,100,2,1.7515287576554877,0.5223048327137546,2.2727779041637075,0.48863636363636365,0.48863636363636365,457514.82876131224,2.1938865184783936,4.9,2026-08-21T17:28:40.026676+00:00,0.09730876149500117,0.1346393990166047,0.16450715503271887,0.18607250557226293,0.19383512524997487,0.155273,"[0.09730876149500117, 0.1346393990166047, 0.16450715503271887, 0.18607250557226293, 0.19383512524997487]",1,138.12,0.08417,96.5,5418.0
4
+ opt9_r5_p0.7_unbalanced,opt9_uticket_prune.py,c32d745a14d46fa6,7,1,--prune-rounds 5 --prune-rate 0.7 --no-balance,,2,False,32,16,100,3,1.5696621557150632,0.5483271375464684,1.441877097794504,0.5265151515151515,0.5265151515151515,462074.07861990953,2.205705165863037,7.1,2026-08-21T17:28:42.288078+00:00,0.1016524596249356,0.13127390470574885,0.1632495592622196,0.1844355095835293,0.17631791444385753,0.151386,"[0.1016524596249356, 0.13127390470574885, 0.1632495592622196, 0.1844355095835293, 0.17631791444385753]",,,,,
5
+ opt9_r5_p0.7_unbalanced,opt9_uticket_prune.py,c32d745a14d46fa6,7,1,--prune-rounds 5 --prune-rate 0.7 --no-balance,,2,False,32,16,100,4,1.4188753960301,0.5817843866171004,1.0480132102966309,0.5795454545454546,0.5795454545454546,469856.7887443439,2.206904649734497,9.3,2026-08-21T17:28:44.547056+00:00,0.10152511123348684,0.13753084049505346,0.16610840488882625,0.18336838659118204,0.1918172538280487,0.15607,"[0.10152511123348684, 0.13753084049505346, 0.16610840488882625, 0.18336838659118204, 0.1918172538280487]",,,,,
6
+ opt9_r5_p0.7_unbalanced,opt9_uticket_prune.py,c32d745a14d46fa6,7,1,--prune-rounds 5 --prune-rate 0.7 --no-balance,,2,False,32,16,100,5,1.3841130423279944,0.5855018587360595,0.9901352813749602,0.625,0.625,481352.653280543,2.221619129180908,11.5,2026-08-21T17:28:46.818344+00:00,0.103648820782409,0.14364880060448365,0.167659011833808,0.18207426369190216,0.1896387855796253,0.157334,"[0.103648820782409, 0.14364880060448365, 0.167659011833808, 0.18207426369190216, 0.1896387855796253]",1,135.13,0.08339,96.5,5418.0
7
+ opt9_r5_p0.7_unbalanced,opt9_uticket_prune.py,c32d745a14d46fa6,7,1,--prune-rounds 5 --prune-rate 0.7 --no-balance,,2,False,32,16,100,6,1.2955986833040598,0.637546468401487,1.0245829351020581,0.6022727272727273,0.625,477064.33173076925,2.2229561805725098,13.8,2026-08-21T17:28:49.091587+00:00,0.10572150787886452,0.13958677912459655,0.1606828395058127,0.17583929089938893,0.20180067945929134,0.156726,"[0.10572150787886452, 0.13958677912459655, 0.1606828395058127, 0.17583929089938893, 0.20180067945929134]",,,,,
8
+ opt9_r5_p0.7_unbalanced,opt9_uticket_prune.py,c32d745a14d46fa6,7,1,--prune-rounds 5 --prune-rate 0.7 --no-balance,,2,False,32,16,100,7,1.353335784713575,0.6022304832713755,1.0864339488925356,0.6136363636363636,0.625,489427.5067873303,2.2278387546539307,16.0,2026-08-21T17:28:51.355106+00:00,0.11249158093157936,0.137719543541179,0.1605705127996557,0.17763412699979894,0.19528740293839397,0.156741,"[0.11249158093157936, 0.137719543541179, 0.1605705127996557, 0.17763412699979894, 0.19528740293839397]",1,125.45,0.07763,96.0,5418.0
9
+ opt9_r5_p0.7_unbalanced,opt9_uticket_prune.py,c32d745a14d46fa6,7,1,--prune-rounds 5 --prune-rate 0.7 --no-balance,,2,False,32,16,100,8,1.2474543472204953,0.6171003717472119,1.0574790347706189,0.571969696969697,0.625,495682.2656957014,2.2301223278045654,18.2,2026-08-21T17:28:53.626346+00:00,0.11196772841846242,0.1431124219123055,0.16353132356615627,0.1784570953425239,0.19993266813895283,0.1594,"[0.11196772841846242, 0.1431124219123055, 0.16353132356615627, 0.1784570953425239, 0.19993266813895283]",,,,,
10
+ opt9_r5_p0.7_unbalanced,opt9_uticket_prune.py,c32d745a14d46fa6,7,1,--prune-rounds 5 --prune-rate 0.7 --no-balance,,2,False,32,16,100,9,1.275913323611575,0.6133828996282528,0.9422522620721296,0.7159090909090909,0.7159090909090909,513597.4758201358,2.2333316802978516,20.4,2026-08-21T17:28:55.895530+00:00,0.1193056930513943,0.14805378896348617,0.15933457104598775,0.17525063981028163,0.19570883232004502,0.159531,"[0.1193056930513943, 0.14805378896348617, 0.15933457104598775, 0.17525063981028163, 0.19570883232004502]",1,117.72,0.07303,98.5,5418.0
11
+ opt9_r5_p0.7_unbalanced,opt9_uticket_prune.py,c32d745a14d46fa6,7,1,--prune-rounds 5 --prune-rate 0.7 --no-balance,,2,False,32,16,100,10,1.2510495934787735,0.6728624535315985,1.4446185755007195,0.4734848484848485,0.7159090909090909,512484.1541289593,2.246339797973633,22.7,2026-08-21T17:28:58.199166+00:00,0.12190903986201566,0.14376182591213899,0.1552129764767254,0.17593141864327824,0.19556862028206096,0.158477,"[0.12190903986201566, 0.14376182591213899, 0.1552129764767254, 0.17593141864327824, 0.19556862028206096]",,,,,
12
+ opt9_r5_p0.7_unbalanced,opt9_uticket_prune.py,c32d745a14d46fa6,7,1,--prune-rounds 5 --prune-rate 0.7 --no-balance,,2,False,32,16,100,11,1.1981970452907804,0.6877323420074349,0.8071795656825557,0.6818181818181818,0.7159090909090909,515536.73741515836,2.2399866580963135,24.9,2026-08-21T17:29:00.474461+00:00,0.12096475634504766,0.14757228861836827,0.1569967822116964,0.1769694571985918,0.19168494817088633,0.158838,"[0.12096475634504766, 0.14757228861836827, 0.1569967822116964, 0.1769694571985918, 0.19168494817088633]",1,130.11,0.08096,96.0,5418.0
13
+ opt9_r5_p0.7_unbalanced,opt9_uticket_prune.py,c32d745a14d46fa6,7,1,--prune-rounds 5 --prune-rate 0.7 --no-balance,,2,False,32,16,100,12,1.1723181040313608,0.6933085501858736,1.1115110769416348,0.5984848484848485,0.7159090909090909,505261.9461255656,2.2324411869049072,27.2,2026-08-21T17:29:02.741491+00:00,0.11823501131113838,0.14489190631053028,0.15413541039999792,0.17507649695172028,0.19254891662036672,0.156978,"[0.11823501131113838, 0.14489190631053028, 0.15413541039999792, 0.17507649695172028, 0.19254891662036672]",,,,,
14
+ opt9_r5_p0.7_unbalanced,opt9_uticket_prune.py,c32d745a14d46fa6,7,1,--prune-rounds 5 --prune-rate 0.7 --no-balance,,2,False,32,16,100,13,1.1693212569424654,0.6858736059479554,0.9546577785954331,0.6363636363636364,0.7159090909090909,509389.08059954754,2.2251431941986084,29.4,2026-08-21T17:29:05.002047+00:00,0.12157197384273305,0.1430567055940628,0.1525155139320037,0.17483216524124146,0.18455800589393168,0.155307,"[0.12157197384273305, 0.1430567055940628, 0.1525155139320037, 0.17483216524124146, 0.18455800589393168]",,,,,
15
+ opt9_r5_p0.7_unbalanced,opt9_uticket_prune.py,c32d745a14d46fa6,7,1,--prune-rounds 5 --prune-rate 0.7 --no-balance,,2,False,32,16,100,14,1.1540946535018297,0.6933085501858736,1.0449471871058147,0.6553030303030303,0.7159090909090909,517102.3692024887,2.2233197689056396,31.6,2026-08-21T17:29:07.260588+00:00,0.12493966169217054,0.1425216925494811,0.15401890260331771,0.17777595186934753,0.18944473652278676,0.15774,"[0.12493966169217054, 0.1425216925494811, 0.15401890260331771, 0.17777595186934753, 0.18944473652278676]",1,134.68,0.08318,96.0,5418.0
16
+ opt9_r5_p0.7_unbalanced,opt9_uticket_prune.py,c32d745a14d46fa6,7,1,--prune-rounds 5 --prune-rate 0.7 --no-balance,,2,False,32,16,100,15,1.1468030573267032,0.7137546468401487,0.7524519454349171,0.7159090909090909,0.7159090909090909,516718.73486990953,2.217991828918457,33.8,2026-08-21T17:29:09.517807+00:00,0.12425940089366015,0.1456745363333646,0.1496278126450146,0.17793967881623438,0.19159299836439245,0.157819,"[0.12425940089366015, 0.1456745363333646, 0.1496278126450146, 0.17793967881623438, 0.19159299836439245]",,,,,
17
+ opt9_r5_p0.7_unbalanced,opt9_uticket_prune.py,c32d745a14d46fa6,7,1,--prune-rounds 5 --prune-rate 0.7 --no-balance,,2,False,32,16,100,16,1.1326336027521182,0.6970260223048327,0.8092292438853871,0.6590909090909091,0.7159090909090909,518424.94824660633,2.2174384593963623,36.1,2026-08-21T17:29:11.770313+00:00,0.12537840184043436,0.14594846525613,0.14963703208109913,0.1717943522860022,0.17606971719685724,0.153766,"[0.12537840184043436, 0.14594846525613, 0.14963703208109913, 0.1717943522860022, 0.17606971719685724]",1,139.62,0.086,96.0,5418.0
18
+ opt9_r5_p0.7_unbalanced,opt9_uticket_prune.py,c32d745a14d46fa6,7,1,--prune-rounds 5 --prune-rate 0.7 --no-balance,,2,False,32,16,100,17,1.135958251899946,0.7156133828996283,0.7650438276204196,0.678030303030303,0.7159090909090909,505023.4099264706,2.245574951171875,38.3,2026-08-21T17:29:14.051167+00:00,0.12011058628559113,0.14425449599238002,0.1488295960075715,0.17064858710064607,0.17542306552915013,0.151853,"[0.12011058628559113, 0.14425449599238002, 0.1488295960075715, 0.17064858710064607, 0.17542306552915013]",,,,,
19
+ opt9_r5_p0.7_unbalanced,opt9_uticket_prune.py,c32d745a14d46fa6,7,1,--prune-rounds 5 --prune-rate 0.7 --no-balance,,2,False,32,16,100,18,1.0582336063278652,0.7193308550185874,0.7353928016893791,0.696969696969697,0.7159090909090909,501597.57522624434,2.2113354206085205,40.5,2026-08-21T17:29:16.302532+00:00,0.11837809138438281,0.1445949358098647,0.1477144991650301,0.17402039117672863,0.1743268493343802,0.151807,"[0.11837809138438281, 0.1445949358098647, 0.1477144991650301, 0.17402039117672863, 0.1743268493343802]",1,113.74,0.06987,97.5,5418.0
20
+ opt9_r5_p0.7_unbalanced,opt9_uticket_prune.py,c32d745a14d46fa6,7,1,--prune-rounds 5 --prune-rate 0.7 --no-balance,,2,False,32,16,100,19,1.0910023570503886,0.7156133828996283,0.7265197454076825,0.7386363636363636,0.7386363636363636,499342.8354072398,2.202644109725952,42.7,2026-08-21T17:29:18.542059+00:00,0.12046420004437952,0.14084090117145986,0.14435817564235015,0.16731507462613723,0.1677718188832788,0.14815,"[0.12046420004437952, 0.14084090117145986, 0.14435817564235015, 0.16731507462613723, 0.1677718188832788]",,,,,
21
+ opt9_r5_p0.7_unbalanced,opt9_uticket_prune.py,c32d745a14d46fa6,7,1,--prune-rounds 5 --prune-rate 0.7 --no-balance,,2,False,32,16,100,20,1.0559751169832223,0.7397769516728625,0.8743946570338625,0.6553030303030303,0.7386363636363636,495705.25098981906,2.206360101699829,44.9,2026-08-21T17:29:20.798969+00:00,0.1204978560700136,0.13615158857668147,0.14604727310292862,0.16939612171229193,0.1739488489487592,0.149208,"[0.1204978560700136, 0.13615158857668147, 0.14604727310292862, 0.16939612171229193, 0.1739488489487592]",,,,,
22
+ opt9_r5_p0.7_unbalanced,opt9_uticket_prune.py,c32d745a14d46fa6,7,1,--prune-rounds 5 --prune-rate 0.7 --no-balance,,2,False,32,16,100,21,1.0610790367906422,0.7453531598513011,0.6612196004751957,0.7310606060606061,0.7386363636363636,493584.2443438914,2.2073018550872803,47.1,2026-08-21T17:29:23.040583+00:00,0.12058378668392405,0.13407592738375945,0.14651236201033874,0.16660723002517924,0.17355198281652787,0.148266,"[0.12058378668392405, 0.13407592738375945, 0.14651236201033874, 0.16660723002517924, 0.17355198281652787]",1,142.22,0.0872,95.0,5418.0
23
+ opt9_r5_p0.7_unbalanced,opt9_uticket_prune.py,c32d745a14d46fa6,7,1,--prune-rounds 5 --prune-rate 0.7 --no-balance,,2,False,32,16,100,22,1.0036121114922278,0.7806691449814126,0.722825572346196,0.6818181818181818,0.7386363636363636,493146.5931843891,2.2003748416900635,49.3,2026-08-21T17:29:25.275852+00:00,0.11981841483536888,0.13489599438274608,0.14714435268850887,0.16655322471085718,0.17160339741145864,0.148003,"[0.11981841483536888, 0.13489599438274608, 0.14714435268850887, 0.16655322471085718, 0.17160339741145864]",,,,,
24
+ opt9_r5_p0.7_unbalanced,opt9_uticket_prune.py,c32d745a14d46fa6,7,1,--prune-rounds 5 --prune-rate 0.7 --no-balance,,2,False,32,16,100,23,0.9965684688667382,0.775092936802974,0.6365974130052509,0.7651515151515151,0.7651515151515151,483230.05217760184,2.2028696537017822,51.5,2026-08-21T17:29:27.516303+00:00,0.11681881284012514,0.13291784244425156,0.1445230070282431,0.16525474190711975,0.17079827189445496,0.146063,"[0.11681881284012514, 0.13291784244425156, 0.1445230070282431, 0.16525474190711975, 0.17079827189445496]",1,121.2,0.07416,95.5,5418.0
25
+ opt9_r5_p0.7_unbalanced,opt9_uticket_prune.py,c32d745a14d46fa6,7,1,--prune-rounds 5 --prune-rate 0.7 --no-balance,,2,False,32,16,100,24,1.0001897865068514,0.7806691449814126,0.7120130748459788,0.7083333333333334,0.7651515151515151,492005.7524038462,2.1971025466918945,53.7,2026-08-21T17:29:29.764708+00:00,0.11854504267959033,0.13618714406209834,0.14674282424590168,0.16933884252520168,0.17420798978384802,0.149004,"[0.11854504267959033, 0.13618714406209834, 0.14674282424590168, 0.16933884252520168, 0.17420798978384802]",,,,,
26
+ opt9_r5_p0.7_unbalanced,opt9_uticket_prune.py,c32d745a14d46fa6,7,1,--prune-rounds 5 --prune-rate 0.7 --no-balance,,2,False,32,16,100,25,1.0135624430879784,0.7620817843866171,0.7400859169887773,0.7234848484848485,0.7651515151515151,495221.9305712669,2.205821990966797,55.9,2026-08-21T17:29:32.005993+00:00,0.12019690915065653,0.13642243602696588,0.14584811908357284,0.16931844809476068,0.17143427361460292,0.148644,"[0.12019690915065653, 0.13642243602696588, 0.14584811908357284, 0.16931844809476068, 0.17143427361460292]",1,134.03,0.08212,94.5,5418.0
27
+ opt9_r5_p0.7_unbalanced,opt9_uticket_prune.py,c32d745a14d46fa6,7,1,--prune-rounds 5 --prune-rate 0.7 --no-balance,,2,False,32,16,100,26,0.9992158342028196,0.7620817843866171,0.6989525466254263,0.7196969696969697,0.7651515151515151,488570.712811086,2.197827100753784,58.1,2026-08-21T17:29:34.239300+00:00,0.12004612167091931,0.1324680622886209,0.14203918856732986,0.16802681193632238,0.16869236879489002,0.146255,"[0.12004612167091931, 0.1324680622886209, 0.14203918856732986, 0.16802681193632238, 0.16869236879489002]",,,,,
28
+ opt9_r5_p0.7_unbalanced,opt9_uticket_prune.py,c32d745a14d46fa6,7,1,--prune-rounds 5 --prune-rate 0.7 --no-balance,,2,False,32,16,100,27,0.9777045263233681,0.7806691449814126,0.8663680390878157,0.6553030303030303,0.7651515151515151,482109.4462669683,2.1949403285980225,60.3,2026-08-21T17:29:36.471992+00:00,0.11846232852515053,0.13072267350028544,0.14014250478323767,0.16572947537197785,0.16698771715164185,0.144409,"[0.11846232852515053, 0.13072267350028544, 0.14014250478323767, 0.16572947537197785, 0.16698771715164185]",1,114.06,0.06954,99.0,5418.0
29
+ opt9_r5_p0.7_unbalanced,opt9_uticket_prune.py,c32d745a14d46fa6,7,1,--prune-rounds 5 --prune-rate 0.7 --no-balance,,2,False,32,16,100,28,0.9618488095950016,0.7973977695167286,0.5962790395274307,0.7765151515151515,0.7765151515151515,470590.70093325793,2.193103551864624,62.5,2026-08-21T17:29:38.728267+00:00,0.11565020373638939,0.1270443205447758,0.1378196425297681,0.16178170635419734,0.16359986890764797,0.141179,"[0.11565020373638939, 0.1270443205447758, 0.1378196425297681, 0.16178170635419734, 0.16359986890764797]",,,,,
30
+ opt9_r5_p0.7_unbalanced,opt9_uticket_prune.py,c32d745a14d46fa6,7,1,--prune-rounds 5 --prune-rate 0.7 --no-balance,,2,False,32,16,100,29,0.9658279817786801,0.7936802973977695,0.6614866112217759,0.7121212121212122,0.7765151515151515,459046.9413178733,2.1932873725891113,64.7,2026-08-21T17:29:40.990471+00:00,0.11260067846845179,0.12346295661786023,0.13554212976904476,0.16024262764874628,0.16380658745765686,0.139131,"[0.11260067846845179, 0.12346295661786023, 0.13554212976904476, 0.16024262764874628, 0.16380658745765686]",,,,,
31
+ opt9_r5_p0.7_unbalanced,opt9_uticket_prune.py,c32d745a14d46fa6,7,1,--prune-rounds 5 --prune-rate 0.7 --no-balance,,2,False,32,16,100,30,0.9408252279111444,0.7992565055762082,0.6154012987107942,0.75,0.7765151515151515,462077.47666855203,2.202956438064575,66.9,2026-08-21T17:29:43.232344+00:00,0.11324533732498393,0.12491490911034976,0.13509624232264125,0.1628131042508518,0.17030546858030207,0.141275,"[0.11324533732498393, 0.12491490911034976, 0.13509624232264125, 0.1628131042508518, 0.17030546858030207]",,,,,
32
+ opt9_r5_p0.7_unbalanced,opt9_uticket_prune.py,c32d745a14d46fa6,7,1,--prune-rounds 5 --prune-rate 0.7 --no-balance,,2,False,32,16,100,31,0.9306184341473207,0.8048327137546468,0.5177564657095707,0.803030303030303,0.803030303030303,463090.0031108597,2.1952736377716064,69.1,2026-08-21T17:29:45.463626+00:00,0.11288551328813329,0.1278561844545252,0.1338790847974665,0.15815927877145655,0.16190502135192647,0.138937,"[0.11288551328813329, 0.1278561844545252, 0.1338790847974665, 0.15815927877145655, 0.16190502135192647]",,,,,
33
+ opt9_r5_p0.7_unbalanced,opt9_uticket_prune.py,c32d745a14d46fa6,7,1,--prune-rounds 5 --prune-rate 0.7 --no-balance,,2,False,32,16,100,32,0.9082168458119644,0.8159851301115242,0.6040168964501583,0.75,0.803030303030303,464022.6613404978,2.2066853046417236,71.3,2026-08-21T17:29:47.725948+00:00,0.11280989471603842,0.128936870571445,0.13374170485664816,0.15864410821129293,0.1578286465476541,0.138392,"[0.11280989471603842, 0.128936870571445, 0.13374170485664816, 0.15864410821129293, 0.1578286465476541]",1,120.96,0.07414,95.0,5418.0
34
+ opt9_r5_p0.7_unbalanced,opt9_uticket_prune.py,c32d745a14d46fa6,7,1,--prune-rounds 5 --prune-rate 0.7 --no-balance,,2,False,32,16,100,33,1.0431949157253961,0.7788104089219331,1.330828941229618,0.5643939393939394,0.803030303030303,429018.01767533936,2.2096052169799805,73.5,2026-08-21T17:29:49.971826+00:00,0.10615691893240985,0.11222040521747925,0.12894226172391107,0.15167581947410808,0.1464688751627417,0.129093,"[0.10615691893240985, 0.11222040521747925, 0.12894226172391107, 0.15167581947410808, 0.1464688751627417]",,,,,
35
+ opt9_r5_p0.7_unbalanced,opt9_uticket_prune.py,c32d745a14d46fa6,7,1,--prune-rounds 5 --prune-rate 0.7 --no-balance,,2,False,32,16,100,34,1.0265371340801281,0.775092936802974,0.6072026978839528,0.7537878787878788,0.803030303030303,433189.15625,2.211393117904663,75.7,2026-08-21T17:29:52.219044+00:00,0.10337443605941884,0.11950918681481305,0.13186050776173086,0.15758208053953507,0.1537465058705386,0.133215,"[0.10337443605941884, 0.11950918681481305, 0.13186050776173086, 0.15758208053953507, 0.1537465058705386]",1,123.15,0.07565,95.0,5418.0
36
+ opt9_r5_p0.7_unbalanced,opt9_uticket_prune.py,c32d745a14d46fa6,7,1,--prune-rounds 5 --prune-rate 0.7 --no-balance,,2,False,32,16,100,35,0.9520285111820831,0.7862453531598513,0.5797803727063265,0.7992424242424242,0.803030303030303,432787.6374434389,2.2103431224823,77.9,2026-08-21T17:29:54.470345+00:00,0.1019475569619852,0.12170872705824234,0.1327591836452484,0.15635141204385197,0.1506064402706483,0.132675,"[0.1019475569619852, 0.12170872705824234, 0.1327591836452484, 0.15635141204385197, 0.1506064402706483]",,,,,
37
+ opt9_r5_p0.7_unbalanced,opt9_uticket_prune.py,c32d745a14d46fa6,7,1,--prune-rounds 5 --prune-rate 0.7 --no-balance,,2,False,32,16,100,36,0.9563369731034488,0.7973977695167286,0.5764243115078319,0.75,0.803030303030303,424447.5250282805,2.2058253288269043,80.2,2026-08-21T17:29:56.712697+00:00,0.09970734093119116,0.11921194546362933,0.13139616741853602,0.15387978536241195,0.15233304833664613,0.131306,"[0.09970734093119116, 0.11921194546362933, 0.13139616741853602, 0.15387978536241195, 0.15233304833664613]",1,118.98,0.0729,95.5,5418.0
38
+ opt9_r5_p0.7_unbalanced,opt9_uticket_prune.py,c32d745a14d46fa6,7,1,--prune-rounds 5 --prune-rate 0.7 --no-balance,,2,False,32,16,100,37,0.8754881556149309,0.8438661710037175,0.6191481478286512,0.7310606060606061,0.803030303030303,422045.4621040724,2.210770606994629,82.4,2026-08-21T17:29:58.960324+00:00,0.09778192639350891,0.1207510942921919,0.13220496300388784,0.15113068854107575,0.1472803871421253,0.12983,"[0.09778192639350891, 0.1207510942921919, 0.13220496300388784, 0.15113068854107575, 0.1472803871421253]",,,,,
39
+ opt9_r5_p0.7_unbalanced,opt9_uticket_prune.py,c32d745a14d46fa6,7,1,--prune-rounds 5 --prune-rate 0.7 --no-balance,,2,False,32,16,100,38,0.8899448325642866,0.8327137546468402,0.50324680407842,0.7878787878787878,0.803030303030303,428109.89225113124,2.2074215412139893,84.6,2026-08-21T17:30:01.204341+00:00,0.09991438686847687,0.12215818464756012,0.13206063298618093,0.15252787137732787,0.14848904224003062,0.13103,"[0.09991438686847687, 0.12215818464756012, 0.13206063298618093, 0.15252787137732787, 0.14848904224003062]",1,120.13,0.07366,95.5,5418.0
40
+ opt9_r5_p0.7_unbalanced,opt9_uticket_prune.py,c32d745a14d46fa6,7,1,--prune-rounds 5 --prune-rate 0.7 --no-balance,,2,False,32,16,100,39,0.8602681968735053,0.8531598513011153,0.5925509785160874,0.7727272727272727,0.803030303030303,425923.4068156109,2.2277162075042725,86.8,2026-08-21T17:30:03.481933+00:00,0.09957497303976733,0.12110436926869785,0.13147371656754436,0.15205023744527033,0.14870394240407384,0.130581,"[0.09957497303976733, 0.12110436926869785, 0.13147371656754436, 0.15205023744527033, 0.14870394240407384]",,,,,
41
+ opt9_r5_p0.7_unbalanced,opt9_uticket_prune.py,c32d745a14d46fa6,7,1,--prune-rounds 5 --prune-rate 0.7 --no-balance,,2,False,32,16,100,40,0.8615307118812902,0.8531598513011153,0.4878562435959325,0.8333333333333334,0.8333333333333334,421140.88998868776,2.218763589859009,89.0,2026-08-21T17:30:05.737746+00:00,0.09955617128049626,0.11806996473494698,0.12893440092311187,0.15042066924712238,0.14648031925453858,0.128692,"[0.09955617128049626, 0.11806996473494698, 0.12893440092311187, 0.15042066924712238, 0.14648031925453858]",,,,,
42
+ opt9_r5_p0.7_unbalanced,opt9_uticket_prune.py,c32d745a14d46fa6,7,1,--prune-rounds 5 --prune-rate 0.7 --no-balance,,2,False,32,16,100,41,0.8400347981754289,0.8605947955390335,0.47477259825576434,0.803030303030303,0.8333333333333334,418683.8837669683,2.2161598205566406,91.2,2026-08-21T17:30:08.004319+00:00,0.0987880115999895,0.11832460629589417,0.12738637100247777,0.1483332435874378,0.1431970385944142,0.127206,"[0.0987880115999895, 0.11832460629589417, 0.12738637100247777, 0.1483332435874378, 0.1431970385944142]",1,128.8,0.07929,95.5,5418.0
43
+ opt9_r5_p0.7_unbalanced,opt9_uticket_prune.py,c32d745a14d46fa6,7,1,--prune-rounds 5 --prune-rate 0.7 --no-balance,,2,False,32,16,100,42,0.8284683262991639,0.8643122676579925,0.5491426839972987,0.7992424242424242,0.8333333333333334,422336.26923076925,2.2213690280914307,93.5,2026-08-21T17:30:10.261981+00:00,0.09973110346233144,0.11898635415469899,0.1290181866463493,0.1491646144319983,0.14520194688264063,0.12842,"[0.09973110346233144, 0.11898635415469899, 0.1290181866463493, 0.1491646144319983, 0.14520194688264063]",,,,,
44
+ opt9_r5_p0.7_unbalanced,opt9_uticket_prune.py,c32d745a14d46fa6,7,1,--prune-rounds 5 --prune-rate 0.7 --no-balance,,2,False,32,16,100,43,0.8387761510437749,0.8717472118959108,0.419823585134564,0.8636363636363636,0.8636363636363636,420859.63800904976,2.2292380332946777,95.7,2026-08-21T17:30:12.526529+00:00,0.09997483956463196,0.11859508954426821,0.12649290877230027,0.14736882816342747,0.14301398484145894,0.127089,"[0.09997483956463196, 0.11859508954426821, 0.12649290877230027, 0.14736882816342747, 0.14301398484145894]",1,129.93,0.08046,96.5,5418.0
45
+ opt9_r5_p0.7_unbalanced,opt9_uticket_prune.py,c32d745a14d46fa6,7,1,--prune-rounds 5 --prune-rate 0.7 --no-balance,,2,False,32,16,100,44,0.8186616166373611,0.8810408921933085,0.5078383350011074,0.8181818181818182,0.8636363636363636,419827.57536764705,2.2186179161071777,97.9,2026-08-21T17:30:14.794118+00:00,0.10079766064882278,0.1166792994036394,0.12482702819740071,0.14825743261505575,0.14397641052218044,0.126908,"[0.10079766064882278, 0.1166792994036394, 0.12482702819740071, 0.14825743261505575, 0.14397641052218044]",,,,,
46
+ opt9_r5_p0.7_unbalanced,opt9_uticket_prune.py,c32d745a14d46fa6,7,1,--prune-rounds 5 --prune-rate 0.7 --no-balance,,2,False,32,16,100,45,0.8165886477466853,0.8680297397769516,0.45676599939664203,0.8371212121212122,0.8636363636363636,416727.98034502263,2.2196147441864014,100.1,2026-08-21T17:30:17.050794+00:00,0.09950931107296664,0.11587864730288,0.1255368791958865,0.14876797970603495,0.1442902684211731,0.126797,"[0.09950931107296664, 0.11587864730288, 0.1255368791958865, 0.14876797970603495, 0.1442902684211731]",2,58.36,0.03598,97.5,2709.0
47
+ opt9_r5_p0.7_unbalanced,opt9_uticket_prune.py,c32d745a14d46fa6,7,1,--prune-rounds 5 --prune-rate 0.7 --no-balance,,2,False,32,16,100,46,0.7767606718832676,0.8940520446096655,0.36933212478955585,0.8939393939393939,0.8939393939393939,415857.82989253395,2.2251133918762207,102.3,2026-08-21T17:30:19.314234+00:00,0.09951011617394055,0.11546622041393728,0.12440878415808958,0.14974770125220804,0.14706491722780116,0.12724,"[0.09951011617394055, 0.11546622041393728, 0.12440878415808958, 0.14974770125220804, 0.14706491722780116]",,,,,
48
+ opt9_r5_p0.7_unbalanced,opt9_uticket_prune.py,c32d745a14d46fa6,7,1,--prune-rounds 5 --prune-rate 0.7 --no-balance,,2,False,32,16,100,47,0.7716099347323733,0.9163568773234201,0.3969963960575335,0.8636363636363636,0.8939393939393939,411909.36665723985,2.230003833770752,104.6,2026-08-21T17:30:21.590256+00:00,0.09899885295068517,0.11534662939169828,0.11970394192373052,0.14780191638890436,0.14359048710149877,0.125088,"[0.09899885295068517, 0.11534662939169828, 0.11970394192373052, 0.14780191638890436, 0.14359048710149877]",,,,,
49
+ opt9_r5_p0.7_unbalanced,opt9_uticket_prune.py,c32d745a14d46fa6,7,1,--prune-rounds 5 --prune-rate 0.7 --no-balance,,2,False,32,16,100,48,0.7644122779147776,0.9089219330855018,0.5939432247118517,0.7992424242424242,0.8939393939393939,409626.16445135744,2.2245352268218994,106.8,2026-08-21T17:30:23.851136+00:00,0.09794384460238849,0.11556136345162112,0.11937254360493492,0.1469335450845606,0.14245840205865748,0.124454,"[0.09794384460238849, 0.11556136345162112, 0.11937254360493492, 0.1469335450845606, 0.14245840205865748]",1,129.43,0.07998,95.5,5418.0
50
+ opt9_r5_p0.7_unbalanced,opt9_uticket_prune.py,c32d745a14d46fa6,7,1,--prune-rounds 5 --prune-rate 0.7 --no-balance,,2,False,32,16,100,49,0.7680024422677476,0.912639405204461,0.4129831014257489,0.8560606060606061,0.8939393939393939,408153.29609728506,2.2266218662261963,109.0,2026-08-21T17:30:26.116015+00:00,0.09716018683770124,0.11580981840105618,0.11935929603436414,0.14636823534965515,0.14143953340895035,0.124027,"[0.09716018683770124, 0.11580981840105618, 0.11935929603436414, 0.14636823534965515, 0.14143953340895035]",,,,,
51
+ opt9_r5_p0.7_unbalanced,opt9_uticket_prune.py,c32d745a14d46fa6,7,1,--prune-rounds 5 --prune-rate 0.7 --no-balance,,2,False,32,16,100,50,1.36476478412692,0.6951672862453532,1.5917849215594204,0.4810606060606061,0.8939393939393939,279974.4711538462,2.2239503860473633,111.3,2026-08-21T17:30:28.377417+00:00,0.04769831698606996,0.10313833504915237,0.1037896783912883,0.12413360879701726,0.13133455549969392,0.102019,"[0.04769831698606996, 0.10313833504915237, 0.1037896783912883, 0.12413360879701726, 0.13133455549969392]",1,127.66,0.07886,94.5,5422.0
52
+ opt9_r5_p0.7_unbalanced,opt9_uticket_prune.py,c32d745a14d46fa6,7,1,--prune-rounds 5 --prune-rate 0.7 --no-balance,,2,False,32,16,100,51,1.0802100684119866,0.7490706319702602,0.6626559793949127,0.7462121212121212,0.8939393939393939,289546.98684954754,2.2116987705230713,113.5,2026-08-21T17:30:30.624105+00:00,0.04962842889568385,0.10913690486375023,0.10258836080046262,0.12312109505428988,0.13078309858546538,0.103052,"[0.04962842889568385, 0.10913690486375023, 0.10258836080046262, 0.12312109505428988, 0.13078309858546538]",,,,,
53
+ opt9_r5_p0.7_unbalanced,opt9_uticket_prune.py,c32d745a14d46fa6,7,1,--prune-rounds 5 --prune-rate 0.7 --no-balance,,2,False,32,16,100,52,1.0111564202822718,0.775092936802974,0.6202649311585859,0.7765151515151515,0.8939393939393939,287911.3376696832,2.214895248413086,115.7,2026-08-21T17:30:32.874960+00:00,0.048618202700334436,0.1080913162406753,0.1051777522353565,0.12465083160821129,0.13336230025571935,0.10398,"[0.048618202700334436, 0.1080913162406753, 0.1051777522353565, 0.12465083160821129, 0.13336230025571935]",1,127.91,0.0787,95.5,5422.0
54
+ opt9_r5_p0.7_unbalanced,opt9_uticket_prune.py,c32d745a14d46fa6,7,1,--prune-rounds 5 --prune-rate 0.7 --no-balance,,2,False,32,16,100,53,0.9576090857885141,0.8048327137546468,0.5946097681016633,0.7727272727272727,0.8939393939393939,284484.67590497737,2.2178213596343994,117.9,2026-08-21T17:30:35.128764+00:00,0.048066501889158696,0.1049608018468408,0.10667711671660929,0.12617475583272822,0.1367345268235487,0.104523,"[0.048066501889158696, 0.1049608018468408, 0.10667711671660929, 0.12617475583272822, 0.1367345268235487]",,,,,
55
+ opt9_r5_p0.7_unbalanced,opt9_uticket_prune.py,c32d745a14d46fa6,7,1,--prune-rounds 5 --prune-rate 0.7 --no-balance,,2,False,32,16,100,54,0.9468130529148427,0.7992565055762082,0.6049671823328192,0.7840909090909091,0.8939393939393939,282409.0031108597,2.203308343887329,120.1,2026-08-21T17:30:37.368073+00:00,0.04773894478293026,0.10347226875669815,0.10681528422762365,0.1270278893849429,0.13514203797368443,0.104039,"[0.04773894478293026, 0.10347226875669815, 0.10681528422762365, 0.1270278893849429, 0.13514203797368443]",1,112.81,0.06904,96.0,5422.0
56
+ opt9_r5_p0.7_unbalanced,opt9_uticket_prune.py,c32d745a14d46fa6,7,1,--prune-rounds 5 --prune-rate 0.7 --no-balance,,2,False,32,16,100,55,0.9594239856230725,0.7881040892193308,0.6443985050374811,0.7537878787878788,0.8939393939393939,292029.79199660633,2.2103054523468018,122.3,2026-08-21T17:30:39.613538+00:00,0.049784641055499804,0.10845317954526228,0.10665076795746298,0.12857408646275015,0.134094221627011,0.105511,"[0.049784641055499804, 0.10845317954526228, 0.10665076795746298, 0.12857408646275015, 0.134094221627011]",,,,,
57
+ opt9_r5_p0.7_unbalanced,opt9_uticket_prune.py,c32d745a14d46fa6,7,1,--prune-rounds 5 --prune-rate 0.7 --no-balance,,2,False,32,16,100,56,0.8938984709158263,0.8178438661710037,0.5855141336267645,0.7575757575757576,0.8939393939393939,290988.63956447964,2.215848922729492,124.5,2026-08-21T17:30:41.865451+00:00,0.050948912168250364,0.10663548900800593,0.10372035293018117,0.12825471688719356,0.13415044020203984,0.104742,"[0.050948912168250364, 0.10663548900800593, 0.10372035293018117, 0.12825471688719356, 0.13415044020203984]",,,,,
58
+ opt9_r5_p0.7_unbalanced,opt9_uticket_prune.py,c32d745a14d46fa6,7,1,--prune-rounds 5 --prune-rate 0.7 --no-balance,,2,False,32,16,100,57,0.8876725506162112,0.8475836431226765,0.5584348711100492,0.7575757575757576,0.8939393939393939,291388.20885180996,2.21274471282959,126.7,2026-08-21T17:30:44.117314+00:00,0.05128506834016127,0.10681133761125453,0.10291756119798212,0.1277028813081629,0.13471613736713633,0.104687,"[0.05128506834016127, 0.10681133761125453, 0.10291756119798212, 0.1277028813081629, 0.13471613736713633]",1,139.78,0.08592,96.0,5422.0
59
+ opt9_r5_p0.7_unbalanced,opt9_uticket_prune.py,c32d745a14d46fa6,7,1,--prune-rounds 5 --prune-rate 0.7 --no-balance,,2,False,32,16,100,58,0.9020337717240627,0.845724907063197,0.5136365791161855,0.8181818181818182,0.8939393939393939,290895.6456447964,2.2098851203918457,128.9,2026-08-21T17:30:46.370157+00:00,0.051211360184585344,0.10641028775888331,0.10319216242607902,0.1274196759742849,0.13166610633625703,0.10398,"[0.051211360184585344, 0.10641028775888331, 0.10319216242607902, 0.1274196759742849, 0.13166610633625703]",,,,,
60
+ opt9_r5_p0.7_unbalanced,opt9_uticket_prune.py,c32d745a14d46fa6,7,1,--prune-rounds 5 --prune-rate 0.7 --no-balance,,2,False,32,16,100,59,0.8764339681008492,0.8382899628252788,0.5555795702067289,0.7916666666666666,0.8939393939393939,288065.73190045246,2.2068419456481934,131.2,2026-08-21T17:30:48.612484+00:00,0.05031052122221274,0.1041516578372787,0.10552242836531471,0.12893291256007025,0.1326460864614038,0.104313,"[0.05031052122221274, 0.1041516578372787, 0.10552242836531471, 0.12893291256007025, 0.1326460864614038]",1,129.51,0.07939,96.0,5422.0
61
+ opt9_r5_p0.7_unbalanced,opt9_uticket_prune.py,c32d745a14d46fa6,7,1,--prune-rounds 5 --prune-rate 0.7 --no-balance,,2,False,32,16,100,60,0.8682928577231652,0.8568773234200744,0.5598646871971361,0.803030303030303,0.8939393939393939,286030.4333993213,2.2091422080993652,133.4,2026-08-21T17:30:50.858437+00:00,0.04982844893546665,0.10161253284005557,0.1083252259037074,0.13019474727265976,0.13309404604575215,0.104611,"[0.04982844893546665, 0.10161253284005557, 0.1083252259037074, 0.13019474727265976, 0.13309404604575215]",,,,,
62
+ opt9_r5_p0.7_unbalanced,opt9_uticket_prune.py,c32d745a14d46fa6,7,1,--prune-rounds 5 --prune-rate 0.7 --no-balance,,2,False,32,16,100,61,0.8710012728396844,0.8327137546468402,0.5861781528501799,0.7916666666666666,0.8939393939393939,284692.98840497737,2.212559938430786,135.6,2026-08-21T17:30:53.107829+00:00,0.04979272953727666,0.10042859526241527,0.10832239073865554,0.13007875312777126,0.1324917034191244,0.104223,"[0.04979272953727666, 0.10042859526241527, 0.10832239073865554, 0.13007875312777126, 0.1324917034191244]",1,128.56,0.07901,94.5,5422.0
63
+ opt9_r5_p0.7_unbalanced,opt9_uticket_prune.py,c32d745a14d46fa6,7,1,--prune-rounds 5 --prune-rate 0.7 --no-balance,,2,False,32,16,100,62,0.874252480645162,0.8661710037174721,0.5901123014363375,0.7840909090909091,0.8939393939393939,288157.88574660633,2.206190347671509,137.8,2026-08-21T17:30:55.350444+00:00,0.05033451976145015,0.10241747428389157,0.10868021407548119,0.13054079167983113,0.13187703665565043,0.10477,"[0.05033451976145015, 0.10241747428389157, 0.10868021407548119, 0.13054079167983113, 0.13187703665565043]",,,,,
64
+ opt9_r5_p0.7_unbalanced,opt9_uticket_prune.py,c32d745a14d46fa6,7,1,--prune-rounds 5 --prune-rate 0.7 --no-balance,,2,False,32,16,100,63,0.8413078359511705,0.8810408921933085,0.5226501750223564,0.8181818181818182,0.8939393939393939,295074.7449095022,2.202157735824585,140.0,2026-08-21T17:30:57.589628+00:00,0.051684981978991455,0.10715726193259745,0.10698437778388753,0.13053961887079127,0.1324031370527604,0.105754,"[0.051684981978991455, 0.10715726193259745, 0.10698437778388753, 0.13053961887079127, 0.1324031370527604]",1,116.58,0.07131,97.0,5422.0
65
+ opt9_r5_p0.7_unbalanced,opt9_uticket_prune.py,c32d745a14d46fa6,7,1,--prune-rounds 5 --prune-rate 0.7 --no-balance,,2,False,32,16,100,64,0.8723847578006163,0.8550185873605948,0.5636026028430823,0.8068181818181818,0.8939393939393939,295324.534219457,2.2051737308502197,142.2,2026-08-21T17:30:59.832771+00:00,0.05235301484079922,0.10732015529099632,0.10490941343938603,0.12890785844887004,0.12992292730247273,0.104683,"[0.05235301484079922, 0.10732015529099632, 0.10490941343938603, 0.12890785844887004, 0.12992292730247273]",,,,,
66
+ opt9_r5_p0.7_unbalanced,opt9_uticket_prune.py,c32d745a14d46fa6,7,1,--prune-rounds 5 --prune-rate 0.7 --no-balance,,2,False,32,16,100,65,0.8437778329317455,0.8736059479553904,0.5431115500854723,0.7992424242424242,0.8939393939393939,291419.73769796384,2.2038540840148926,144.4,2026-08-21T17:31:02.073916+00:00,0.05216156362610705,0.10464499014265397,0.10395779635976343,0.12745748810908375,0.1288070336860769,0.103406,"[0.05216156362610705, 0.10464499014265397, 0.10395779635976343, 0.12745748810908375, 0.1288070336860769]",1,139.03,0.08511,96.0,5422.0
67
+ opt9_r5_p0.7_unbalanced,opt9_uticket_prune.py,c32d745a14d46fa6,7,1,--prune-rounds 5 --prune-rate 0.7 --no-balance,,2,False,32,16,100,66,0.8351555925319629,0.8605947955390335,0.5263246315898318,0.8181818181818182,0.8939393939393939,293887.1234445701,2.2019755840301514,146.6,2026-08-21T17:31:04.312855+00:00,0.052717284682918995,0.10564381541574702,0.10413952741552801,0.12862161941388073,0.12959084177718444,0.104143,"[0.052717284682918995, 0.10564381541574702, 0.10413952741552801, 0.12862161941388073, 0.12959084177718444]",,,,,
68
+ opt9_r5_p0.7_unbalanced,opt9_uticket_prune.py,c32d745a14d46fa6,7,1,--prune-rounds 5 --prune-rate 0.7 --no-balance,,2,False,32,16,100,67,2.39636654127043,0.2732342007434944,3.568535631353205,0.20454545454545456,0.8939393939393939,182530.87811085975,2.1890828609466553,148.8,2026-08-21T17:31:06.538419+00:00,0.03414343450875843,0.05499815634068321,0.07772750232149572,0.09030686494182139,0.07872069714700475,0.067179,"[0.03414343450875843, 0.05499815634068321, 0.07772750232149572, 0.09030686494182139, 0.07872069714700475]",,,,,
69
+ opt9_r5_p0.7_unbalanced,opt9_uticket_prune.py,c32d745a14d46fa6,7,1,--prune-rounds 5 --prune-rate 0.7 --no-balance,,2,False,32,16,100,68,2.1790734711189694,0.31784386617100374,2.5018380988727915,0.3446969696969697,0.8939393939393939,191692.88800904976,2.1806888580322266,151.0,2026-08-21T17:31:08.756613+00:00,0.03757676898556597,0.058155268211575115,0.07603838820667828,0.08672590290798861,0.07919812114799724,0.067539,"[0.03757676898556597, 0.058155268211575115, 0.07603838820667828, 0.08672590290798861, 0.07919812114799724]",1,125.8,0.0762,96.0,5422.0
70
+ opt9_r5_p0.7_unbalanced,opt9_uticket_prune.py,c32d745a14d46fa6,7,1,--prune-rounds 5 --prune-rate 0.7 --no-balance,,2,False,32,16,100,69,1.9099510934716264,0.41821561338289964,1.4206079930970164,0.49242424242424243,0.8939393939393939,191378.26018099548,2.1799561977386475,153.1,2026-08-21T17:31:10.975536+00:00,0.0379575087743647,0.0571825817665633,0.07608105505214018,0.08583894591121112,0.07927829859887853,0.067268,"[0.0379575087743647, 0.0571825817665633, 0.07608105505214018, 0.08583894591121112, 0.07927829859887853]",,,,,
71
+ opt9_r5_p0.7_unbalanced,opt9_uticket_prune.py,c32d745a14d46fa6,7,1,--prune-rounds 5 --prune-rate 0.7 --no-balance,,2,False,32,16,100,70,1.6456122531323627,0.49256505576208176,1.155737887729298,0.5568181818181818,0.8939393939393939,193396.39875565612,2.184770345687866,155.3,2026-08-21T17:31:13.206987+00:00,0.037722440765184516,0.05824587998144767,0.07837304648231058,0.0871873313889784,0.08120458266314338,0.068547,"[0.037722440765184516, 0.05824587998144767, 0.07837304648231058, 0.0871873313889784, 0.08120458266314338]",1,147.42,0.08947,96.0,5422.0
72
+ opt9_r5_p0.7_unbalanced,opt9_uticket_prune.py,c32d745a14d46fa6,7,1,--prune-rounds 5 --prune-rate 0.7 --no-balance,,2,False,32,16,100,71,1.555567134711822,0.5297397769516728,1.5425641897952918,0.5,0.8939393939393939,193269.72115384616,2.1838176250457764,157.5,2026-08-21T17:31:15.427463+00:00,0.03784695245763835,0.058666749693015045,0.0773363306241877,0.08505388436948552,0.08038806520840701,0.067858,"[0.03784695245763835, 0.058666749693015045, 0.0773363306241877, 0.08505388436948552, 0.08038806520840701]",,,,,
73
+ opt9_r5_p0.7_unbalanced,opt9_uticket_prune.py,c32d745a14d46fa6,7,1,--prune-rounds 5 --prune-rate 0.7 --no-balance,,2,False,32,16,100,72,1.555665403493718,0.5185873605947955,1.3639834685759111,0.5303030303030303,0.8939393939393939,193880.94881221722,2.1823554039001465,159.7,2026-08-21T17:31:17.649923+00:00,0.038051725748707264,0.05881790904437795,0.07718344602514715,0.08579180477296605,0.08111302992876838,0.068192,"[0.038051725748707264, 0.05881790904437795, 0.07718344602514715, 0.08579180477296605, 0.08111302992876838]",1,121.52,0.07367,97.5,5422.0
74
+ opt9_r5_p0.7_unbalanced,opt9_uticket_prune.py,c32d745a14d46fa6,7,1,--prune-rounds 5 --prune-rate 0.7 --no-balance,,2,False,32,16,100,73,1.4789557926716859,0.5520446096654275,1.2407588597499963,0.5606060606060606,0.8939393939393939,193953.17830882352,2.179590940475464,161.9,2026-08-21T17:31:19.866916+00:00,0.03811156179975061,0.058176269645200056,0.078296918202849,0.08598892741343554,0.08238014841780943,0.068591,"[0.03811156179975061, 0.058176269645200056, 0.078296918202849, 0.08598892741343554, 0.08238014841780943]",,,,,
75
+ opt9_r5_p0.7_unbalanced,opt9_uticket_prune.py,c32d745a14d46fa6,7,1,--prune-rounds 5 --prune-rate 0.7 --no-balance,,2,False,32,16,100,74,1.378227038454389,0.587360594795539,1.0920971577817744,0.5757575757575758,0.8939393939393939,194458.4366515837,2.184337615966797,164.1,2026-08-21T17:31:22.093721+00:00,0.03817058354616165,0.05845477673060754,0.078472078723066,0.08594000865431393,0.08288926368250567,0.068785,"[0.03817058354616165, 0.05845477673060754, 0.078472078723066, 0.08594000865431393, 0.08288926368250567]",1,134.83,0.08181,97.0,5422.0
76
+ opt9_r5_p0.7_unbalanced,opt9_uticket_prune.py,c32d745a14d46fa6,7,1,--prune-rounds 5 --prune-rate 0.7 --no-balance,,2,False,32,16,100,75,1.395548168168192,0.5947955390334573,0.9425718260533882,0.6325757575757576,0.8939393939393939,195069.29029977377,2.1762280464172363,166.2,2026-08-21T17:31:24.306558+00:00,0.0383778795161668,0.058943013934528124,0.07772114215528264,0.08639039844274521,0.08274965601808884,0.068836,"[0.0383778795161668, 0.058943013934528124, 0.07772114215528264, 0.08639039844274521, 0.08274965601808884]",,,,,
77
+ opt9_r5_p0.7_unbalanced,opt9_uticket_prune.py,c32d745a14d46fa6,7,1,--prune-rounds 5 --prune-rate 0.7 --no-balance,,2,False,32,16,100,76,1.4263968060007768,0.5892193308550185,0.9172317331487482,0.6439393939393939,0.8939393939393939,196238.72511312217,2.1822915077209473,168.4,2026-08-21T17:31:26.524620+00:00,0.03822075246888049,0.06065597735783633,0.07710055130369523,0.08666748947956983,0.08165126513032352,0.068859,"[0.03822075246888049, 0.06065597735783633, 0.07710055130369523, 0.08666748947956983, 0.08165126513032352]",,,,,
78
+ opt9_r5_p0.7_unbalanced,opt9_uticket_prune.py,c32d745a14d46fa6,7,1,--prune-rounds 5 --prune-rate 0.7 --no-balance,,2,False,32,16,100,77,1.3934376022629578,0.637546468401487,0.8929277947454741,0.6439393939393939,0.8939393939393939,196128.49264705883,2.1813294887542725,170.6,2026-08-21T17:31:28.744158+00:00,0.038101027993594896,0.060888375648680854,0.07689577121944989,0.08661711610415403,0.08295304328203201,0.069091,"[0.038101027993594896, 0.060888375648680854, 0.07689577121944989, 0.08661711610415403, 0.08295304328203201]",2,71.51,0.04333,95.5,2711.0
79
+ opt9_r5_p0.7_unbalanced,opt9_uticket_prune.py,c32d745a14d46fa6,7,1,--prune-rounds 5 --prune-rate 0.7 --no-balance,,2,False,32,16,100,78,1.43154986728966,0.5836431226765799,0.9262228951309667,0.5984848484848485,0.8939393939393939,198933.22285067872,2.1937649250030518,172.8,2026-08-21T17:31:30.976226+00:00,0.03828189368633663,0.0626868049011511,0.07763991548734553,0.08773179439937367,0.08323729870950475,0.069916,"[0.03828189368633663, 0.0626868049011511, 0.07763991548734553, 0.08773179439937367, 0.08323729870950475]",,,,,
80
+ opt9_r5_p0.7_unbalanced,opt9_uticket_prune.py,c32d745a14d46fa6,7,1,--prune-rounds 5 --prune-rate 0.7 --no-balance,,2,False,32,16,100,79,1.3594747923563848,0.5966542750929368,0.9488366878393925,0.5909090909090909,0.8939393939393939,198901.02672511313,2.1844937801361084,175.0,2026-08-21T17:31:33.198429+00:00,0.03796777961885228,0.06309564236332388,0.07782203835599563,0.08848478688913233,0.08365130555980346,0.070204,"[0.03796777961885228, 0.06309564236332388, 0.07782203835599563, 0.08848478688913233, 0.08365130555980346]",1,114.69,0.06959,99.0,5422.0
81
+ opt9_r5_p0.7_unbalanced,opt9_uticket_prune.py,c32d745a14d46fa6,7,1,--prune-rounds 5 --prune-rate 0.7 --no-balance,,2,False,32,16,100,80,1.3647864547360786,0.5947955390334573,0.9782697829333219,0.5946969696969697,0.8939393939393939,200011.8132070136,2.1804404258728027,177.2,2026-08-21T17:31:35.416076+00:00,0.03798684039536644,0.06358401652644663,0.07881502412697848,0.08874921456855886,0.08404908679863986,0.070637,"[0.03798684039536644, 0.06358401652644663, 0.07881502412697848, 0.08874921456855886, 0.08404908679863986]",,,,,
82
+ opt9_r5_p0.7_unbalanced,opt9_uticket_prune.py,c32d745a14d46fa6,7,1,--prune-rounds 5 --prune-rate 0.7 --no-balance,,2,False,32,16,100,81,1.3458076360943592,0.5929368029739777,0.8953822273196597,0.678030303030303,0.8939393939393939,197198.75325226245,2.178781509399414,179.3,2026-08-21T17:31:37.631714+00:00,0.03771158483098535,0.06139947408262421,0.07881600760361727,0.08913242247174769,0.0846388462711783,0.07034,"[0.03771158483098535, 0.06139947408262421, 0.07881600760361727, 0.08913242247174769, 0.0846388462711783]",,,,,
83
+ opt9_r5_p0.7_unbalanced,opt9_uticket_prune.py,c32d745a14d46fa6,7,1,--prune-rounds 5 --prune-rate 0.7 --no-balance,,2,False,32,16,100,82,1.3583893979792259,0.5892193308550185,1.0536458817395298,0.5833333333333334,0.8939393939393939,190669.72468891402,2.1874849796295166,181.5,2026-08-21T17:31:39.855527+00:00,0.03614079492057071,0.057767063598422444,0.07959369438536026,0.09035173058509827,0.08564331952263327,0.069899,"[0.03614079492057071, 0.057767063598422444, 0.07959369438536026, 0.09035173058509827, 0.08564331952263327]",1,133.26,0.08097,95.5,5422.0
84
+ opt9_r5_p0.7_unbalanced,opt9_uticket_prune.py,c32d745a14d46fa6,7,1,--prune-rounds 5 --prune-rate 0.7 --no-balance,,2,False,32,16,100,83,3.332130115714658,0.10780669144981413,4.264119726238829,0.09848484848484848,0.8939393939393939,106623.73840497738,2.1761913299560547,183.7,2026-08-21T17:31:42.069763+00:00,0.02104391617810025,0.030028813135098007,0.03951488391441457,0.07421197610742905,0.0660389517160023,0.046168,"[0.02104391617810025, 0.030028813135098007, 0.03951488391441457, 0.07421197610742905, 0.0660389517160023]",,,,,
85
+ opt9_r5_p0.7_unbalanced,opt9_uticket_prune.py,c32d745a14d46fa6,7,1,--prune-rounds 5 --prune-rate 0.7 --no-balance,,2,False,32,16,100,84,3.217423961951387,0.11152416356877323,2.893411072817716,0.12121212121212122,0.8939393939393939,106765.32239819004,2.165306568145752,185.9,2026-08-21T17:31:44.269925+00:00,0.021197951672708288,0.03008939095718019,0.03891734581659822,0.07469123645740397,0.06664750812684789,0.046309,"[0.021197951672708288, 0.03008939095718019, 0.03891734581659822, 0.07469123645740397, 0.06664750812684789]",1,143.6,0.08637,95.5,5422.0
86
+ opt9_r5_p0.7_unbalanced,opt9_uticket_prune.py,c32d745a14d46fa6,7,1,--prune-rounds 5 --prune-rate 0.7 --no-balance,,2,False,32,16,100,85,3.0664570375889206,0.15613382899628253,2.755347302465728,0.14772727272727273,0.8939393939393939,106205.27615950226,2.166524887084961,188.0,2026-08-21T17:31:46.483587+00:00,0.021073757287333992,0.030060175477581864,0.03855834112447851,0.07407481310998693,0.06664018946535447,0.046081,"[0.021073757287333992, 0.030060175477581864, 0.03855834112447851, 0.07407481310998693, 0.06664018946535447]",,,,,
87
+ opt9_r5_p0.7_unbalanced,opt9_uticket_prune.py,c32d745a14d46fa6,7,1,--prune-rounds 5 --prune-rate 0.7 --no-balance,,2,False,32,16,100,86,3.061754039672228,0.15427509293680297,2.700550158818563,0.2159090909090909,0.8939393939393939,106011.30274321267,2.1623456478118896,190.2,2026-08-21T17:31:48.681981+00:00,0.021083662834237602,0.030071621103321806,0.03817420189871507,0.0739166705923922,0.06605641982134651,0.045861,"[0.021083662834237602, 0.030071621103321806, 0.03817420189871507, 0.0739166705923922, 0.06605641982134651]",1,146.15,0.08779,95.5,5422.0
88
+ opt9_r5_p0.7_unbalanced,opt9_uticket_prune.py,c32d745a14d46fa6,7,1,--prune-rounds 5 --prune-rate 0.7 --no-balance,,2,False,32,16,100,87,2.8646671922676625,0.17657992565055763,2.486694978945183,0.2689393939393939,0.8939393939393939,106186.81872171945,2.1671156883239746,192.4,2026-08-21T17:31:50.885629+00:00,0.021001618245945257,0.030070501434452394,0.03859300670378348,0.07493327338905896,0.06555707445916008,0.046031,"[0.021001618245945257, 0.030070501434452394, 0.03859300670378348, 0.07493327338905896, 0.06555707445916008]",,,,,
89
+ opt9_r5_p0.7_unbalanced,opt9_uticket_prune.py,c32d745a14d46fa6,7,1,--prune-rounds 5 --prune-rate 0.7 --no-balance,,2,False,32,16,100,88,2.9086235863568612,0.17472118959107807,2.437252311995535,0.24621212121212122,0.8939393939393939,105242.61156674208,2.1740314960479736,194.5,2026-08-21T17:31:53.099289+00:00,0.02098666876554489,0.029189548838664505,0.038632923408466226,0.07483625411987305,0.06586261268924265,0.045902,"[0.02098666876554489, 0.029189548838664505, 0.038632923408466226, 0.07483625411987305, 0.06586261268924265]",1,141.59,0.08551,95.0,5422.0
90
+ opt9_r5_p0.7_unbalanced,opt9_uticket_prune.py,c32d745a14d46fa6,7,1,--prune-rounds 5 --prune-rate 0.7 --no-balance,,2,False,32,16,100,89,2.9298306433241605,0.18029739776951673,2.341604536229914,0.2537878787878788,0.8939393939393939,105230.4763857466,2.1664223670959473,196.7,2026-08-21T17:31:55.303142+00:00,0.021022662739543355,0.029132247957236627,0.03866845544646768,0.07451318861807094,0.06542200638967402,0.045752,"[0.021022662739543355, 0.029132247957236627, 0.03866845544646768, 0.07451318861807094, 0.06542200638967402]",,,,,
91
+ opt9_r5_p0.7_unbalanced,opt9_uticket_prune.py,c32d745a14d46fa6,7,1,--prune-rounds 5 --prune-rate 0.7 --no-balance,,2,False,32,16,100,90,2.785964848826809,0.19144981412639406,2.289556871760975,0.25757575757575757,0.8939393939393939,105136.99844457013,2.1611952781677246,198.9,2026-08-21T17:31:57.501060+00:00,0.0210036460091086,0.029128114747650483,0.03854210630935781,0.07464564766953974,0.06539858307908564,0.045744,"[0.0210036460091086, 0.029128114747650483, 0.03854210630935781, 0.07464564766953974, 0.06539858307908564]",,,,,
92
+ opt9_r5_p0.7_unbalanced,opt9_uticket_prune.py,c32d745a14d46fa6,7,1,--prune-rounds 5 --prune-rate 0.7 --no-balance,,2,False,32,16,100,91,2.8146958687934736,0.19144981412639406,2.2612999208045728,0.2840909090909091,0.8939393939393939,105126.71903280543,2.1622235774993896,201.0,2026-08-21T17:31:59.697628+00:00,0.021119126721340066,0.029087683514637107,0.03826408460736275,0.07417446594027911,0.06507283230038251,0.045544,"[0.021119126721340066, 0.029087683514637107, 0.03826408460736275, 0.07417446594027911, 0.06507283230038251]",1,138.71,0.08331,95.5,5422.0
93
+ opt9_r5_p0.7_unbalanced,opt9_uticket_prune.py,c32d745a14d46fa6,7,1,--prune-rounds 5 --prune-rate 0.7 --no-balance,,2,False,32,16,100,92,2.67062494923191,0.1970260223048327,2.2072805419112695,0.2803030303030303,0.8939393939393939,105128.49179864253,2.172889232635498,203.2,2026-08-21T17:32:01.906522+00:00,0.02100979219026425,0.029127719428609398,0.03853460839566063,0.07453735917806625,0.06500382239327711,0.045643,"[0.02100979219026425, 0.029127719428609398, 0.03853460839566063, 0.07453735917806625, 0.06500382239327711]",,,,,
94
+ opt9_r5_p0.7_unbalanced,opt9_uticket_prune.py,c32d745a14d46fa6,7,1,--prune-rounds 5 --prune-rate 0.7 --no-balance,,2,False,32,16,100,93,2.6772092576363717,0.2211895910780669,2.211613582842278,0.2840909090909091,0.8939393939393939,105103.4782239819,2.164909601211548,205.4,2026-08-21T17:32:04.109421+00:00,0.021030621712698656,0.0291009616545018,0.038454148918390274,0.07454359619056478,0.06510081229841008,0.045646,"[0.021030621712698656, 0.0291009616545018, 0.038454148918390274, 0.07454359619056478, 0.06510081229841008]",1,141.79,0.08527,96.0,5422.0
95
+ opt9_r5_p0.7_unbalanced,opt9_uticket_prune.py,c32d745a14d46fa6,7,1,--prune-rounds 5 --prune-rate 0.7 --no-balance,,2,False,32,16,100,94,2.5846043829581107,0.2379182156133829,2.200838088989258,0.3106060606060606,0.8939393939393939,105608.80981334842,2.169025421142578,207.5,2026-08-21T17:32:06.317317+00:00,0.02115595603690428,0.02904041944181218,0.038897559265880025,0.07505527796114192,0.06591013249228983,0.046012,"[0.02115595603690428, 0.02904041944181218, 0.038897559265880025, 0.07505527796114192, 0.06591013249228983]",,,,,
96
+ opt9_r5_p0.7_unbalanced,opt9_uticket_prune.py,c32d745a14d46fa6,7,1,--prune-rounds 5 --prune-rate 0.7 --no-balance,,2,False,32,16,100,95,2.71726415148455,0.20074349442379183,2.21222506869923,0.30303030303030304,0.8939393939393939,105111.43099547512,2.1625101566314697,209.7,2026-08-21T17:32:08.515546+00:00,0.021040373536593774,0.02909373097559985,0.038416281123371684,0.07463325121823479,0.06546522808425567,0.04573,"[0.021040373536593774, 0.02909373097559985, 0.038416281123371684, 0.07463325121823479, 0.06546522808425567]",1,88.87,0.05338,90.0,5422.0
97
+ opt9_r5_p0.7_unbalanced,opt9_uticket_prune.py,c32d745a14d46fa6,7,1,--prune-rounds 5 --prune-rate 0.7 --no-balance,,2,False,32,16,100,96,2.6745957521700947,0.20817843866171004,2.2245729475310356,0.2878787878787879,0.8939393939393939,105231.01442307692,2.1664299964904785,211.9,2026-08-21T17:32:10.718966+00:00,0.02098607348606867,0.029149213696227354,0.03865512854912702,0.07502406572594363,0.06537198384895045,0.045837,"[0.02098607348606867, 0.029149213696227354, 0.03865512854912702, 0.07502406572594363, 0.06537198384895045]",,,,,
98
+ opt9_r5_p0.7_unbalanced,opt9_uticket_prune.py,c32d745a14d46fa6,7,1,--prune-rounds 5 --prune-rate 0.7 --no-balance,,2,False,32,16,100,97,2.6239586736189833,0.20817843866171004,2.213319865140048,0.3068181818181818,0.8939393939393939,105234.20206447963,2.174412488937378,214.0,2026-08-21T17:32:12.929727+00:00,0.020965928321375567,0.02913789768867633,0.03875547647476196,0.07500633422066183,0.0662432882715674,0.046022,"[0.020965928321375567, 0.02913789768867633, 0.03875547647476196, 0.07500633422066183, 0.0662432882715674]",,,,,
99
+ opt9_r5_p0.7_unbalanced,opt9_uticket_prune.py,c32d745a14d46fa6,7,1,--prune-rounds 5 --prune-rate 0.7 --no-balance,,2,False,32,16,100,98,2.686735228534968,0.20446096654275092,2.2075586607961943,0.29545454545454547,0.8939393939393939,105194.12782805429,2.1608293056488037,216.2,2026-08-21T17:32:15.128081+00:00,0.021006676423199037,0.029130716095952428,0.038624244358609706,0.07466449237921659,0.06567703888696783,0.045821,"[0.021006676423199037, 0.029130716095952428, 0.038624244358609706, 0.07466449237921659, 0.06567703888696783]",1,136.2,0.08175,96.0,5422.0
100
+ opt9_r5_p0.7_unbalanced,opt9_uticket_prune.py,c32d745a14d46fa6,7,1,--prune-rounds 5 --prune-rate 0.7 --no-balance,,2,False,32,16,100,99,2.65744707575518,0.2100371747211896,2.2085754437880083,0.29545454545454547,0.8939393939393939,105196.1108597285,2.164151430130005,218.4,2026-08-21T17:32:17.330117+00:00,0.020956939086318016,0.029140792458372956,0.03870742614654934,0.07504439573077594,0.06595326784779043,0.045961,"[0.020956939086318016, 0.029140792458372956, 0.03870742614654934, 0.07504439573077594, 0.06595326784779043]",,,,,
101
+ opt9_r5_p0.7_unbalanced,opt9_uticket_prune.py,c32d745a14d46fa6,7,1,--prune-rounds 5 --prune-rate 0.7 --no-balance,,2,False,32,16,100,100,2.6585895634052035,0.22676579925650558,2.1917483445369834,0.3181818181818182,0.8939393939393939,105158.84926470589,2.160187244415283,220.5,2026-08-21T17:32:19.526189+00:00,0.020928531227742925,0.02917420053306748,0.03868731133201543,0.07504677904002807,0.06565991569967831,0.045899,"[0.020928531227742925, 0.02917420053306748, 0.03868731133201543, 0.07504677904002807, 0.06565991569967831]",1,134.27,0.08057,96.0,5422.0
opt9_uticket_prune/opt9_r5_p0.7_unbalanced.epochs.jsonl ADDED
@@ -0,0 +1,100 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {"epoch": 1, "train_loss": 2.5521331644412752, "train_acc": 0.45539033457249073, "test_loss": 4.082071029778683, "test_acc": 0.19696969696969696, "best_acc": 0.19696969696969696, "spike_rates": [0.09201345636564143, 0.12952631273690393, 0.15857327860944412, 0.18222391167107752, 0.1921383098644369], "spikes_per_sample": 437415.4937782805, "wall_time_s": 2.705526113510132, "timestamp": "2026-08-21T17:28:37.784252+00:00", "uticket_global_sparsity": 0.0, "uticket_latency_proxy": 4082, "uticket_work": 1288768, "uticket_rounds_done": 0}
2
+ {"epoch": 2, "train_loss": 1.7515287576554877, "train_acc": 0.5223048327137546, "test_loss": 2.2727779041637075, "test_acc": 0.48863636363636365, "best_acc": 0.48863636363636365, "spike_rates": [0.09730876149500117, 0.1346393990166047, 0.16450715503271887, 0.18607250557226293, 0.19383512524997487], "spikes_per_sample": 457514.82876131224, "wall_time_s": 2.1938865184783936, "timestamp": "2026-08-21T17:28:40.026676+00:00", "uticket_global_sparsity": 0.0, "uticket_latency_proxy": 4082, "uticket_work": 1288768, "uticket_rounds_done": 0}
3
+ {"epoch": 3, "train_loss": 1.5696621557150632, "train_acc": 0.5483271375464684, "test_loss": 1.441877097794504, "test_acc": 0.5265151515151515, "best_acc": 0.5265151515151515, "spike_rates": [0.1016524596249356, 0.13127390470574885, 0.1632495592622196, 0.1844355095835293, 0.17631791444385753], "spikes_per_sample": 462074.07861990953, "wall_time_s": 2.205705165863037, "timestamp": "2026-08-21T17:28:42.288078+00:00", "uticket_global_sparsity": 0.0, "uticket_latency_proxy": 4082, "uticket_work": 1288768, "uticket_rounds_done": 0}
4
+ {"epoch": 4, "train_loss": 1.4188753960301, "train_acc": 0.5817843866171004, "test_loss": 1.0480132102966309, "test_acc": 0.5795454545454546, "best_acc": 0.5795454545454546, "spike_rates": [0.10152511123348684, 0.13753084049505346, 0.16610840488882625, 0.18336838659118204, 0.1918172538280487], "spikes_per_sample": 469856.7887443439, "wall_time_s": 2.206904649734497, "timestamp": "2026-08-21T17:28:44.547056+00:00", "uticket_global_sparsity": 0.0, "uticket_latency_proxy": 4082, "uticket_work": 1288768, "uticket_rounds_done": 0}
5
+ {"epoch": 5, "train_loss": 1.3841130423279944, "train_acc": 0.5855018587360595, "test_loss": 0.9901352813749602, "test_acc": 0.625, "best_acc": 0.625, "spike_rates": [0.103648820782409, 0.14364880060448365, 0.167659011833808, 0.18207426369190216, 0.1896387855796253], "spikes_per_sample": 481352.653280543, "wall_time_s": 2.221619129180908, "timestamp": "2026-08-21T17:28:46.818344+00:00", "uticket_global_sparsity": 0.0, "uticket_latency_proxy": 4082, "uticket_work": 1288768, "uticket_rounds_done": 0}
6
+ {"epoch": 6, "train_loss": 1.2955986833040598, "train_acc": 0.637546468401487, "test_loss": 1.0245829351020581, "test_acc": 0.6022727272727273, "best_acc": 0.625, "spike_rates": [0.10572150787886452, 0.13958677912459655, 0.1606828395058127, 0.17583929089938893, 0.20180067945929134], "spikes_per_sample": 477064.33173076925, "wall_time_s": 2.2229561805725098, "timestamp": "2026-08-21T17:28:49.091587+00:00", "uticket_global_sparsity": 0.0, "uticket_latency_proxy": 4082, "uticket_work": 1288768, "uticket_rounds_done": 0}
7
+ {"epoch": 7, "train_loss": 1.353335784713575, "train_acc": 0.6022304832713755, "test_loss": 1.0864339488925356, "test_acc": 0.6136363636363636, "best_acc": 0.625, "spike_rates": [0.11249158093157936, 0.137719543541179, 0.1605705127996557, 0.17763412699979894, 0.19528740293839397], "spikes_per_sample": 489427.5067873303, "wall_time_s": 2.2278387546539307, "timestamp": "2026-08-21T17:28:51.355106+00:00", "uticket_global_sparsity": 0.0, "uticket_latency_proxy": 4082, "uticket_work": 1288768, "uticket_rounds_done": 0}
8
+ {"epoch": 8, "train_loss": 1.2474543472204953, "train_acc": 0.6171003717472119, "test_loss": 1.0574790347706189, "test_acc": 0.571969696969697, "best_acc": 0.625, "spike_rates": [0.11196772841846242, 0.1431124219123055, 0.16353132356615627, 0.1784570953425239, 0.19993266813895283], "spikes_per_sample": 495682.2656957014, "wall_time_s": 2.2301223278045654, "timestamp": "2026-08-21T17:28:53.626346+00:00", "uticket_global_sparsity": 0.0, "uticket_latency_proxy": 4082, "uticket_work": 1288768, "uticket_rounds_done": 0}
9
+ {"epoch": 9, "train_loss": 1.275913323611575, "train_acc": 0.6133828996282528, "test_loss": 0.9422522620721296, "test_acc": 0.7159090909090909, "best_acc": 0.7159090909090909, "spike_rates": [0.1193056930513943, 0.14805378896348617, 0.15933457104598775, 0.17525063981028163, 0.19570883232004502], "spikes_per_sample": 513597.4758201358, "wall_time_s": 2.2333316802978516, "timestamp": "2026-08-21T17:28:55.895530+00:00", "uticket_global_sparsity": 0.0, "uticket_latency_proxy": 4082, "uticket_work": 1288768, "uticket_rounds_done": 0}
10
+ {"epoch": 10, "train_loss": 1.2510495934787735, "train_acc": 0.6728624535315985, "test_loss": 1.4446185755007195, "test_acc": 0.4734848484848485, "best_acc": 0.7159090909090909, "spike_rates": [0.12190903986201566, 0.14376182591213899, 0.1552129764767254, 0.17593141864327824, 0.19556862028206096], "spikes_per_sample": 512484.1541289593, "wall_time_s": 2.246339797973633, "timestamp": "2026-08-21T17:28:58.199166+00:00", "uticket_global_sparsity": 0.0, "uticket_latency_proxy": 4082, "uticket_work": 1288768, "uticket_rounds_done": 0}
11
+ {"epoch": 11, "train_loss": 1.1981970452907804, "train_acc": 0.6877323420074349, "test_loss": 0.8071795656825557, "test_acc": 0.6818181818181818, "best_acc": 0.7159090909090909, "spike_rates": [0.12096475634504766, 0.14757228861836827, 0.1569967822116964, 0.1769694571985918, 0.19168494817088633], "spikes_per_sample": 515536.73741515836, "wall_time_s": 2.2399866580963135, "timestamp": "2026-08-21T17:29:00.474461+00:00", "uticket_global_sparsity": 0.0, "uticket_latency_proxy": 4082, "uticket_work": 1288768, "uticket_rounds_done": 0}
12
+ {"epoch": 12, "train_loss": 1.1723181040313608, "train_acc": 0.6933085501858736, "test_loss": 1.1115110769416348, "test_acc": 0.5984848484848485, "best_acc": 0.7159090909090909, "spike_rates": [0.11823501131113838, 0.14489190631053028, 0.15413541039999792, 0.17507649695172028, 0.19254891662036672], "spikes_per_sample": 505261.9461255656, "wall_time_s": 2.2324411869049072, "timestamp": "2026-08-21T17:29:02.741491+00:00", "uticket_global_sparsity": 0.0, "uticket_latency_proxy": 4082, "uticket_work": 1288768, "uticket_rounds_done": 0}
13
+ {"epoch": 13, "train_loss": 1.1693212569424654, "train_acc": 0.6858736059479554, "test_loss": 0.9546577785954331, "test_acc": 0.6363636363636364, "best_acc": 0.7159090909090909, "spike_rates": [0.12157197384273305, 0.1430567055940628, 0.1525155139320037, 0.17483216524124146, 0.18455800589393168], "spikes_per_sample": 509389.08059954754, "wall_time_s": 2.2251431941986084, "timestamp": "2026-08-21T17:29:05.002047+00:00", "uticket_global_sparsity": 0.0, "uticket_latency_proxy": 4082, "uticket_work": 1288768, "uticket_rounds_done": 0}
14
+ {"epoch": 14, "train_loss": 1.1540946535018297, "train_acc": 0.6933085501858736, "test_loss": 1.0449471871058147, "test_acc": 0.6553030303030303, "best_acc": 0.7159090909090909, "spike_rates": [0.12493966169217054, 0.1425216925494811, 0.15401890260331771, 0.17777595186934753, 0.18944473652278676], "spikes_per_sample": 517102.3692024887, "wall_time_s": 2.2233197689056396, "timestamp": "2026-08-21T17:29:07.260588+00:00", "uticket_global_sparsity": 0.0, "uticket_latency_proxy": 4082, "uticket_work": 1288768, "uticket_rounds_done": 0}
15
+ {"epoch": 15, "train_loss": 1.1468030573267032, "train_acc": 0.7137546468401487, "test_loss": 0.7524519454349171, "test_acc": 0.7159090909090909, "best_acc": 0.7159090909090909, "spike_rates": [0.12425940089366015, 0.1456745363333646, 0.1496278126450146, 0.17793967881623438, 0.19159299836439245], "spikes_per_sample": 516718.73486990953, "wall_time_s": 2.217991828918457, "timestamp": "2026-08-21T17:29:09.517807+00:00", "uticket_global_sparsity": 0.0, "uticket_latency_proxy": 4082, "uticket_work": 1288768, "uticket_rounds_done": 0}
16
+ {"epoch": 16, "train_loss": 1.1326336027521182, "train_acc": 0.6970260223048327, "test_loss": 0.8092292438853871, "test_acc": 0.6590909090909091, "best_acc": 0.7159090909090909, "spike_rates": [0.12537840184043436, 0.14594846525613, 0.14963703208109913, 0.1717943522860022, 0.17606971719685724], "spikes_per_sample": 518424.94824660633, "wall_time_s": 2.2174384593963623, "timestamp": "2026-08-21T17:29:11.770313+00:00", "uticket_global_sparsity": 0.0, "uticket_latency_proxy": 4082, "uticket_work": 1288768, "uticket_rounds_done": 0}
17
+ {"epoch": 17, "train_loss": 1.135958251899946, "train_acc": 0.7156133828996283, "test_loss": 0.7650438276204196, "test_acc": 0.678030303030303, "best_acc": 0.7159090909090909, "spike_rates": [0.12011058628559113, 0.14425449599238002, 0.1488295960075715, 0.17064858710064607, 0.17542306552915013], "spikes_per_sample": 505023.4099264706, "wall_time_s": 2.245574951171875, "timestamp": "2026-08-21T17:29:14.051167+00:00", "uticket_global_sparsity": 0.6999995344390922, "uticket_latency_proxy": 1713, "uticket_work": 386631, "uticket_rounds_done": 1}
18
+ {"epoch": 18, "train_loss": 1.0582336063278652, "train_acc": 0.7193308550185874, "test_loss": 0.7353928016893791, "test_acc": 0.696969696969697, "best_acc": 0.7159090909090909, "spike_rates": [0.11837809138438281, 0.1445949358098647, 0.1477144991650301, 0.17402039117672863, 0.1743268493343802], "spikes_per_sample": 501597.57522624434, "wall_time_s": 2.2113354206085205, "timestamp": "2026-08-21T17:29:16.302532+00:00", "uticket_global_sparsity": 0.6999995344390922, "uticket_latency_proxy": 1713, "uticket_work": 386631, "uticket_rounds_done": 1}
19
+ {"epoch": 19, "train_loss": 1.0910023570503886, "train_acc": 0.7156133828996283, "test_loss": 0.7265197454076825, "test_acc": 0.7386363636363636, "best_acc": 0.7386363636363636, "spike_rates": [0.12046420004437952, 0.14084090117145986, 0.14435817564235015, 0.16731507462613723, 0.1677718188832788], "spikes_per_sample": 499342.8354072398, "wall_time_s": 2.202644109725952, "timestamp": "2026-08-21T17:29:18.542059+00:00", "uticket_global_sparsity": 0.6999995344390922, "uticket_latency_proxy": 1713, "uticket_work": 386631, "uticket_rounds_done": 1}
20
+ {"epoch": 20, "train_loss": 1.0559751169832223, "train_acc": 0.7397769516728625, "test_loss": 0.8743946570338625, "test_acc": 0.6553030303030303, "best_acc": 0.7386363636363636, "spike_rates": [0.1204978560700136, 0.13615158857668147, 0.14604727310292862, 0.16939612171229193, 0.1739488489487592], "spikes_per_sample": 495705.25098981906, "wall_time_s": 2.206360101699829, "timestamp": "2026-08-21T17:29:20.798969+00:00", "uticket_global_sparsity": 0.6999995344390922, "uticket_latency_proxy": 1713, "uticket_work": 386631, "uticket_rounds_done": 1}
21
+ {"epoch": 21, "train_loss": 1.0610790367906422, "train_acc": 0.7453531598513011, "test_loss": 0.6612196004751957, "test_acc": 0.7310606060606061, "best_acc": 0.7386363636363636, "spike_rates": [0.12058378668392405, 0.13407592738375945, 0.14651236201033874, 0.16660723002517924, 0.17355198281652787], "spikes_per_sample": 493584.2443438914, "wall_time_s": 2.2073018550872803, "timestamp": "2026-08-21T17:29:23.040583+00:00", "uticket_global_sparsity": 0.6999995344390922, "uticket_latency_proxy": 1713, "uticket_work": 386631, "uticket_rounds_done": 1}
22
+ {"epoch": 22, "train_loss": 1.0036121114922278, "train_acc": 0.7806691449814126, "test_loss": 0.722825572346196, "test_acc": 0.6818181818181818, "best_acc": 0.7386363636363636, "spike_rates": [0.11981841483536888, 0.13489599438274608, 0.14714435268850887, 0.16655322471085718, 0.17160339741145864], "spikes_per_sample": 493146.5931843891, "wall_time_s": 2.2003748416900635, "timestamp": "2026-08-21T17:29:25.275852+00:00", "uticket_global_sparsity": 0.6999995344390922, "uticket_latency_proxy": 1713, "uticket_work": 386631, "uticket_rounds_done": 1}
23
+ {"epoch": 23, "train_loss": 0.9965684688667382, "train_acc": 0.775092936802974, "test_loss": 0.6365974130052509, "test_acc": 0.7651515151515151, "best_acc": 0.7651515151515151, "spike_rates": [0.11681881284012514, 0.13291784244425156, 0.1445230070282431, 0.16525474190711975, 0.17079827189445496], "spikes_per_sample": 483230.05217760184, "wall_time_s": 2.2028696537017822, "timestamp": "2026-08-21T17:29:27.516303+00:00", "uticket_global_sparsity": 0.6999995344390922, "uticket_latency_proxy": 1713, "uticket_work": 386631, "uticket_rounds_done": 1}
24
+ {"epoch": 24, "train_loss": 1.0001897865068514, "train_acc": 0.7806691449814126, "test_loss": 0.7120130748459788, "test_acc": 0.7083333333333334, "best_acc": 0.7651515151515151, "spike_rates": [0.11854504267959033, 0.13618714406209834, 0.14674282424590168, 0.16933884252520168, 0.17420798978384802], "spikes_per_sample": 492005.7524038462, "wall_time_s": 2.1971025466918945, "timestamp": "2026-08-21T17:29:29.764708+00:00", "uticket_global_sparsity": 0.6999995344390922, "uticket_latency_proxy": 1713, "uticket_work": 386631, "uticket_rounds_done": 1}
25
+ {"epoch": 25, "train_loss": 1.0135624430879784, "train_acc": 0.7620817843866171, "test_loss": 0.7400859169887773, "test_acc": 0.7234848484848485, "best_acc": 0.7651515151515151, "spike_rates": [0.12019690915065653, 0.13642243602696588, 0.14584811908357284, 0.16931844809476068, 0.17143427361460292], "spikes_per_sample": 495221.9305712669, "wall_time_s": 2.205821990966797, "timestamp": "2026-08-21T17:29:32.005993+00:00", "uticket_global_sparsity": 0.6999995344390922, "uticket_latency_proxy": 1713, "uticket_work": 386631, "uticket_rounds_done": 1}
26
+ {"epoch": 26, "train_loss": 0.9992158342028196, "train_acc": 0.7620817843866171, "test_loss": 0.6989525466254263, "test_acc": 0.7196969696969697, "best_acc": 0.7651515151515151, "spike_rates": [0.12004612167091931, 0.1324680622886209, 0.14203918856732986, 0.16802681193632238, 0.16869236879489002], "spikes_per_sample": 488570.712811086, "wall_time_s": 2.197827100753784, "timestamp": "2026-08-21T17:29:34.239300+00:00", "uticket_global_sparsity": 0.6999995344390922, "uticket_latency_proxy": 1713, "uticket_work": 386631, "uticket_rounds_done": 1}
27
+ {"epoch": 27, "train_loss": 0.9777045263233681, "train_acc": 0.7806691449814126, "test_loss": 0.8663680390878157, "test_acc": 0.6553030303030303, "best_acc": 0.7651515151515151, "spike_rates": [0.11846232852515053, 0.13072267350028544, 0.14014250478323767, 0.16572947537197785, 0.16698771715164185], "spikes_per_sample": 482109.4462669683, "wall_time_s": 2.1949403285980225, "timestamp": "2026-08-21T17:29:36.471992+00:00", "uticket_global_sparsity": 0.6999995344390922, "uticket_latency_proxy": 1713, "uticket_work": 386631, "uticket_rounds_done": 1}
28
+ {"epoch": 28, "train_loss": 0.9618488095950016, "train_acc": 0.7973977695167286, "test_loss": 0.5962790395274307, "test_acc": 0.7765151515151515, "best_acc": 0.7765151515151515, "spike_rates": [0.11565020373638939, 0.1270443205447758, 0.1378196425297681, 0.16178170635419734, 0.16359986890764797], "spikes_per_sample": 470590.70093325793, "wall_time_s": 2.193103551864624, "timestamp": "2026-08-21T17:29:38.728267+00:00", "uticket_global_sparsity": 0.6999995344390922, "uticket_latency_proxy": 1713, "uticket_work": 386631, "uticket_rounds_done": 1}
29
+ {"epoch": 29, "train_loss": 0.9658279817786801, "train_acc": 0.7936802973977695, "test_loss": 0.6614866112217759, "test_acc": 0.7121212121212122, "best_acc": 0.7765151515151515, "spike_rates": [0.11260067846845179, 0.12346295661786023, 0.13554212976904476, 0.16024262764874628, 0.16380658745765686], "spikes_per_sample": 459046.9413178733, "wall_time_s": 2.1932873725891113, "timestamp": "2026-08-21T17:29:40.990471+00:00", "uticket_global_sparsity": 0.6999995344390922, "uticket_latency_proxy": 1713, "uticket_work": 386631, "uticket_rounds_done": 1}
30
+ {"epoch": 30, "train_loss": 0.9408252279111444, "train_acc": 0.7992565055762082, "test_loss": 0.6154012987107942, "test_acc": 0.75, "best_acc": 0.7765151515151515, "spike_rates": [0.11324533732498393, 0.12491490911034976, 0.13509624232264125, 0.1628131042508518, 0.17030546858030207], "spikes_per_sample": 462077.47666855203, "wall_time_s": 2.202956438064575, "timestamp": "2026-08-21T17:29:43.232344+00:00", "uticket_global_sparsity": 0.6999995344390922, "uticket_latency_proxy": 1713, "uticket_work": 386631, "uticket_rounds_done": 1}
31
+ {"epoch": 31, "train_loss": 0.9306184341473207, "train_acc": 0.8048327137546468, "test_loss": 0.5177564657095707, "test_acc": 0.803030303030303, "best_acc": 0.803030303030303, "spike_rates": [0.11288551328813329, 0.1278561844545252, 0.1338790847974665, 0.15815927877145655, 0.16190502135192647], "spikes_per_sample": 463090.0031108597, "wall_time_s": 2.1952736377716064, "timestamp": "2026-08-21T17:29:45.463626+00:00", "uticket_global_sparsity": 0.6999995344390922, "uticket_latency_proxy": 1713, "uticket_work": 386631, "uticket_rounds_done": 1}
32
+ {"epoch": 32, "train_loss": 0.9082168458119644, "train_acc": 0.8159851301115242, "test_loss": 0.6040168964501583, "test_acc": 0.75, "best_acc": 0.803030303030303, "spike_rates": [0.11280989471603842, 0.128936870571445, 0.13374170485664816, 0.15864410821129293, 0.1578286465476541], "spikes_per_sample": 464022.6613404978, "wall_time_s": 2.2066853046417236, "timestamp": "2026-08-21T17:29:47.725948+00:00", "uticket_global_sparsity": 0.6999995344390922, "uticket_latency_proxy": 1713, "uticket_work": 386631, "uticket_rounds_done": 1}
33
+ {"epoch": 33, "train_loss": 1.0431949157253961, "train_acc": 0.7788104089219331, "test_loss": 1.330828941229618, "test_acc": 0.5643939393939394, "best_acc": 0.803030303030303, "spike_rates": [0.10615691893240985, 0.11222040521747925, 0.12894226172391107, 0.15167581947410808, 0.1464688751627417], "spikes_per_sample": 429018.01767533936, "wall_time_s": 2.2096052169799805, "timestamp": "2026-08-21T17:29:49.971826+00:00", "uticket_global_sparsity": 0.9100000931121816, "uticket_latency_proxy": 648, "uticket_work": 115989, "uticket_rounds_done": 2}
34
+ {"epoch": 34, "train_loss": 1.0265371340801281, "train_acc": 0.775092936802974, "test_loss": 0.6072026978839528, "test_acc": 0.7537878787878788, "best_acc": 0.803030303030303, "spike_rates": [0.10337443605941884, 0.11950918681481305, 0.13186050776173086, 0.15758208053953507, 0.1537465058705386], "spikes_per_sample": 433189.15625, "wall_time_s": 2.211393117904663, "timestamp": "2026-08-21T17:29:52.219044+00:00", "uticket_global_sparsity": 0.9100000931121816, "uticket_latency_proxy": 648, "uticket_work": 115989, "uticket_rounds_done": 2}
35
+ {"epoch": 35, "train_loss": 0.9520285111820831, "train_acc": 0.7862453531598513, "test_loss": 0.5797803727063265, "test_acc": 0.7992424242424242, "best_acc": 0.803030303030303, "spike_rates": [0.1019475569619852, 0.12170872705824234, 0.1327591836452484, 0.15635141204385197, 0.1506064402706483], "spikes_per_sample": 432787.6374434389, "wall_time_s": 2.2103431224823, "timestamp": "2026-08-21T17:29:54.470345+00:00", "uticket_global_sparsity": 0.9100000931121816, "uticket_latency_proxy": 648, "uticket_work": 115989, "uticket_rounds_done": 2}
36
+ {"epoch": 36, "train_loss": 0.9563369731034488, "train_acc": 0.7973977695167286, "test_loss": 0.5764243115078319, "test_acc": 0.75, "best_acc": 0.803030303030303, "spike_rates": [0.09970734093119116, 0.11921194546362933, 0.13139616741853602, 0.15387978536241195, 0.15233304833664613], "spikes_per_sample": 424447.5250282805, "wall_time_s": 2.2058253288269043, "timestamp": "2026-08-21T17:29:56.712697+00:00", "uticket_global_sparsity": 0.9100000931121816, "uticket_latency_proxy": 648, "uticket_work": 115989, "uticket_rounds_done": 2}
37
+ {"epoch": 37, "train_loss": 0.8754881556149309, "train_acc": 0.8438661710037175, "test_loss": 0.6191481478286512, "test_acc": 0.7310606060606061, "best_acc": 0.803030303030303, "spike_rates": [0.09778192639350891, 0.1207510942921919, 0.13220496300388784, 0.15113068854107575, 0.1472803871421253], "spikes_per_sample": 422045.4621040724, "wall_time_s": 2.210770606994629, "timestamp": "2026-08-21T17:29:58.960324+00:00", "uticket_global_sparsity": 0.9100000931121816, "uticket_latency_proxy": 648, "uticket_work": 115989, "uticket_rounds_done": 2}
38
+ {"epoch": 38, "train_loss": 0.8899448325642866, "train_acc": 0.8327137546468402, "test_loss": 0.50324680407842, "test_acc": 0.7878787878787878, "best_acc": 0.803030303030303, "spike_rates": [0.09991438686847687, 0.12215818464756012, 0.13206063298618093, 0.15252787137732787, 0.14848904224003062], "spikes_per_sample": 428109.89225113124, "wall_time_s": 2.2074215412139893, "timestamp": "2026-08-21T17:30:01.204341+00:00", "uticket_global_sparsity": 0.9100000931121816, "uticket_latency_proxy": 648, "uticket_work": 115989, "uticket_rounds_done": 2}
39
+ {"epoch": 39, "train_loss": 0.8602681968735053, "train_acc": 0.8531598513011153, "test_loss": 0.5925509785160874, "test_acc": 0.7727272727272727, "best_acc": 0.803030303030303, "spike_rates": [0.09957497303976733, 0.12110436926869785, 0.13147371656754436, 0.15205023744527033, 0.14870394240407384], "spikes_per_sample": 425923.4068156109, "wall_time_s": 2.2277162075042725, "timestamp": "2026-08-21T17:30:03.481933+00:00", "uticket_global_sparsity": 0.9100000931121816, "uticket_latency_proxy": 648, "uticket_work": 115989, "uticket_rounds_done": 2}
40
+ {"epoch": 40, "train_loss": 0.8615307118812902, "train_acc": 0.8531598513011153, "test_loss": 0.4878562435959325, "test_acc": 0.8333333333333334, "best_acc": 0.8333333333333334, "spike_rates": [0.09955617128049626, 0.11806996473494698, 0.12893440092311187, 0.15042066924712238, 0.14648031925453858], "spikes_per_sample": 421140.88998868776, "wall_time_s": 2.218763589859009, "timestamp": "2026-08-21T17:30:05.737746+00:00", "uticket_global_sparsity": 0.9100000931121816, "uticket_latency_proxy": 648, "uticket_work": 115989, "uticket_rounds_done": 2}
41
+ {"epoch": 41, "train_loss": 0.8400347981754289, "train_acc": 0.8605947955390335, "test_loss": 0.47477259825576434, "test_acc": 0.803030303030303, "best_acc": 0.8333333333333334, "spike_rates": [0.0987880115999895, 0.11832460629589417, 0.12738637100247777, 0.1483332435874378, 0.1431970385944142], "spikes_per_sample": 418683.8837669683, "wall_time_s": 2.2161598205566406, "timestamp": "2026-08-21T17:30:08.004319+00:00", "uticket_global_sparsity": 0.9100000931121816, "uticket_latency_proxy": 648, "uticket_work": 115989, "uticket_rounds_done": 2}
42
+ {"epoch": 42, "train_loss": 0.8284683262991639, "train_acc": 0.8643122676579925, "test_loss": 0.5491426839972987, "test_acc": 0.7992424242424242, "best_acc": 0.8333333333333334, "spike_rates": [0.09973110346233144, 0.11898635415469899, 0.1290181866463493, 0.1491646144319983, 0.14520194688264063], "spikes_per_sample": 422336.26923076925, "wall_time_s": 2.2213690280914307, "timestamp": "2026-08-21T17:30:10.261981+00:00", "uticket_global_sparsity": 0.9100000931121816, "uticket_latency_proxy": 648, "uticket_work": 115989, "uticket_rounds_done": 2}
43
+ {"epoch": 43, "train_loss": 0.8387761510437749, "train_acc": 0.8717472118959108, "test_loss": 0.419823585134564, "test_acc": 0.8636363636363636, "best_acc": 0.8636363636363636, "spike_rates": [0.09997483956463196, 0.11859508954426821, 0.12649290877230027, 0.14736882816342747, 0.14301398484145894], "spikes_per_sample": 420859.63800904976, "wall_time_s": 2.2292380332946777, "timestamp": "2026-08-21T17:30:12.526529+00:00", "uticket_global_sparsity": 0.9100000931121816, "uticket_latency_proxy": 648, "uticket_work": 115989, "uticket_rounds_done": 2}
44
+ {"epoch": 44, "train_loss": 0.8186616166373611, "train_acc": 0.8810408921933085, "test_loss": 0.5078383350011074, "test_acc": 0.8181818181818182, "best_acc": 0.8636363636363636, "spike_rates": [0.10079766064882278, 0.1166792994036394, 0.12482702819740071, 0.14825743261505575, 0.14397641052218044], "spikes_per_sample": 419827.57536764705, "wall_time_s": 2.2186179161071777, "timestamp": "2026-08-21T17:30:14.794118+00:00", "uticket_global_sparsity": 0.9100000931121816, "uticket_latency_proxy": 648, "uticket_work": 115989, "uticket_rounds_done": 2}
45
+ {"epoch": 45, "train_loss": 0.8165886477466853, "train_acc": 0.8680297397769516, "test_loss": 0.45676599939664203, "test_acc": 0.8371212121212122, "best_acc": 0.8636363636363636, "spike_rates": [0.09950931107296664, 0.11587864730288, 0.1255368791958865, 0.14876797970603495, 0.1442902684211731], "spikes_per_sample": 416727.98034502263, "wall_time_s": 2.2196147441864014, "timestamp": "2026-08-21T17:30:17.050794+00:00", "uticket_global_sparsity": 0.9100000931121816, "uticket_latency_proxy": 648, "uticket_work": 115989, "uticket_rounds_done": 2}
46
+ {"epoch": 46, "train_loss": 0.7767606718832676, "train_acc": 0.8940520446096655, "test_loss": 0.36933212478955585, "test_acc": 0.8939393939393939, "best_acc": 0.8939393939393939, "spike_rates": [0.09951011617394055, 0.11546622041393728, 0.12440878415808958, 0.14974770125220804, 0.14706491722780116], "spikes_per_sample": 415857.82989253395, "wall_time_s": 2.2251133918762207, "timestamp": "2026-08-21T17:30:19.314234+00:00", "uticket_global_sparsity": 0.9100000931121816, "uticket_latency_proxy": 648, "uticket_work": 115989, "uticket_rounds_done": 2}
47
+ {"epoch": 47, "train_loss": 0.7716099347323733, "train_acc": 0.9163568773234201, "test_loss": 0.3969963960575335, "test_acc": 0.8636363636363636, "best_acc": 0.8939393939393939, "spike_rates": [0.09899885295068517, 0.11534662939169828, 0.11970394192373052, 0.14780191638890436, 0.14359048710149877], "spikes_per_sample": 411909.36665723985, "wall_time_s": 2.230003833770752, "timestamp": "2026-08-21T17:30:21.590256+00:00", "uticket_global_sparsity": 0.9100000931121816, "uticket_latency_proxy": 648, "uticket_work": 115989, "uticket_rounds_done": 2}
48
+ {"epoch": 48, "train_loss": 0.7644122779147776, "train_acc": 0.9089219330855018, "test_loss": 0.5939432247118517, "test_acc": 0.7992424242424242, "best_acc": 0.8939393939393939, "spike_rates": [0.09794384460238849, 0.11556136345162112, 0.11937254360493492, 0.1469335450845606, 0.14245840205865748], "spikes_per_sample": 409626.16445135744, "wall_time_s": 2.2245352268218994, "timestamp": "2026-08-21T17:30:23.851136+00:00", "uticket_global_sparsity": 0.9100000931121816, "uticket_latency_proxy": 648, "uticket_work": 115989, "uticket_rounds_done": 2}
49
+ {"epoch": 49, "train_loss": 0.7680024422677476, "train_acc": 0.912639405204461, "test_loss": 0.4129831014257489, "test_acc": 0.8560606060606061, "best_acc": 0.8939393939393939, "spike_rates": [0.09716018683770124, 0.11580981840105618, 0.11935929603436414, 0.14636823534965515, 0.14143953340895035], "spikes_per_sample": 408153.29609728506, "wall_time_s": 2.2266218662261963, "timestamp": "2026-08-21T17:30:26.116015+00:00", "uticket_global_sparsity": 0.9100000931121816, "uticket_latency_proxy": 648, "uticket_work": 115989, "uticket_rounds_done": 2}
50
+ {"epoch": 50, "train_loss": 1.36476478412692, "train_acc": 0.6951672862453532, "test_loss": 1.5917849215594204, "test_acc": 0.4810606060606061, "best_acc": 0.8939393939393939, "spike_rates": [0.04769831698606996, 0.10313833504915237, 0.1037896783912883, 0.12413360879701726, 0.13133455549969392], "spikes_per_sample": 279974.4711538462, "wall_time_s": 2.2239503860473633, "timestamp": "2026-08-21T17:30:28.377417+00:00", "uticket_global_sparsity": 0.9729990192183543, "uticket_latency_proxy": 234, "uticket_work": 34798, "uticket_rounds_done": 3}
51
+ {"epoch": 51, "train_loss": 1.0802100684119866, "train_acc": 0.7490706319702602, "test_loss": 0.6626559793949127, "test_acc": 0.7462121212121212, "best_acc": 0.8939393939393939, "spike_rates": [0.04962842889568385, 0.10913690486375023, 0.10258836080046262, 0.12312109505428988, 0.13078309858546538], "spikes_per_sample": 289546.98684954754, "wall_time_s": 2.2116987705230713, "timestamp": "2026-08-21T17:30:30.624105+00:00", "uticket_global_sparsity": 0.9729990192183543, "uticket_latency_proxy": 234, "uticket_work": 34798, "uticket_rounds_done": 3}
52
+ {"epoch": 52, "train_loss": 1.0111564202822718, "train_acc": 0.775092936802974, "test_loss": 0.6202649311585859, "test_acc": 0.7765151515151515, "best_acc": 0.8939393939393939, "spike_rates": [0.048618202700334436, 0.1080913162406753, 0.1051777522353565, 0.12465083160821129, 0.13336230025571935], "spikes_per_sample": 287911.3376696832, "wall_time_s": 2.214895248413086, "timestamp": "2026-08-21T17:30:32.874960+00:00", "uticket_global_sparsity": 0.9729990192183543, "uticket_latency_proxy": 234, "uticket_work": 34798, "uticket_rounds_done": 3}
53
+ {"epoch": 53, "train_loss": 0.9576090857885141, "train_acc": 0.8048327137546468, "test_loss": 0.5946097681016633, "test_acc": 0.7727272727272727, "best_acc": 0.8939393939393939, "spike_rates": [0.048066501889158696, 0.1049608018468408, 0.10667711671660929, 0.12617475583272822, 0.1367345268235487], "spikes_per_sample": 284484.67590497737, "wall_time_s": 2.2178213596343994, "timestamp": "2026-08-21T17:30:35.128764+00:00", "uticket_global_sparsity": 0.9729990192183543, "uticket_latency_proxy": 234, "uticket_work": 34798, "uticket_rounds_done": 3}
54
+ {"epoch": 54, "train_loss": 0.9468130529148427, "train_acc": 0.7992565055762082, "test_loss": 0.6049671823328192, "test_acc": 0.7840909090909091, "best_acc": 0.8939393939393939, "spike_rates": [0.04773894478293026, 0.10347226875669815, 0.10681528422762365, 0.1270278893849429, 0.13514203797368443], "spikes_per_sample": 282409.0031108597, "wall_time_s": 2.203308343887329, "timestamp": "2026-08-21T17:30:37.368073+00:00", "uticket_global_sparsity": 0.9729990192183543, "uticket_latency_proxy": 234, "uticket_work": 34798, "uticket_rounds_done": 3}
55
+ {"epoch": 55, "train_loss": 0.9594239856230725, "train_acc": 0.7881040892193308, "test_loss": 0.6443985050374811, "test_acc": 0.7537878787878788, "best_acc": 0.8939393939393939, "spike_rates": [0.049784641055499804, 0.10845317954526228, 0.10665076795746298, 0.12857408646275015, 0.134094221627011], "spikes_per_sample": 292029.79199660633, "wall_time_s": 2.2103054523468018, "timestamp": "2026-08-21T17:30:39.613538+00:00", "uticket_global_sparsity": 0.9729990192183543, "uticket_latency_proxy": 234, "uticket_work": 34798, "uticket_rounds_done": 3}
56
+ {"epoch": 56, "train_loss": 0.8938984709158263, "train_acc": 0.8178438661710037, "test_loss": 0.5855141336267645, "test_acc": 0.7575757575757576, "best_acc": 0.8939393939393939, "spike_rates": [0.050948912168250364, 0.10663548900800593, 0.10372035293018117, 0.12825471688719356, 0.13415044020203984], "spikes_per_sample": 290988.63956447964, "wall_time_s": 2.215848922729492, "timestamp": "2026-08-21T17:30:41.865451+00:00", "uticket_global_sparsity": 0.9729990192183543, "uticket_latency_proxy": 234, "uticket_work": 34798, "uticket_rounds_done": 3}
57
+ {"epoch": 57, "train_loss": 0.8876725506162112, "train_acc": 0.8475836431226765, "test_loss": 0.5584348711100492, "test_acc": 0.7575757575757576, "best_acc": 0.8939393939393939, "spike_rates": [0.05128506834016127, 0.10681133761125453, 0.10291756119798212, 0.1277028813081629, 0.13471613736713633], "spikes_per_sample": 291388.20885180996, "wall_time_s": 2.21274471282959, "timestamp": "2026-08-21T17:30:44.117314+00:00", "uticket_global_sparsity": 0.9729990192183543, "uticket_latency_proxy": 234, "uticket_work": 34798, "uticket_rounds_done": 3}
58
+ {"epoch": 58, "train_loss": 0.9020337717240627, "train_acc": 0.845724907063197, "test_loss": 0.5136365791161855, "test_acc": 0.8181818181818182, "best_acc": 0.8939393939393939, "spike_rates": [0.051211360184585344, 0.10641028775888331, 0.10319216242607902, 0.1274196759742849, 0.13166610633625703], "spikes_per_sample": 290895.6456447964, "wall_time_s": 2.2098851203918457, "timestamp": "2026-08-21T17:30:46.370157+00:00", "uticket_global_sparsity": 0.9729990192183543, "uticket_latency_proxy": 234, "uticket_work": 34798, "uticket_rounds_done": 3}
59
+ {"epoch": 59, "train_loss": 0.8764339681008492, "train_acc": 0.8382899628252788, "test_loss": 0.5555795702067289, "test_acc": 0.7916666666666666, "best_acc": 0.8939393939393939, "spike_rates": [0.05031052122221274, 0.1041516578372787, 0.10552242836531471, 0.12893291256007025, 0.1326460864614038], "spikes_per_sample": 288065.73190045246, "wall_time_s": 2.2068419456481934, "timestamp": "2026-08-21T17:30:48.612484+00:00", "uticket_global_sparsity": 0.9729990192183543, "uticket_latency_proxy": 234, "uticket_work": 34798, "uticket_rounds_done": 3}
60
+ {"epoch": 60, "train_loss": 0.8682928577231652, "train_acc": 0.8568773234200744, "test_loss": 0.5598646871971361, "test_acc": 0.803030303030303, "best_acc": 0.8939393939393939, "spike_rates": [0.04982844893546665, 0.10161253284005557, 0.1083252259037074, 0.13019474727265976, 0.13309404604575215], "spikes_per_sample": 286030.4333993213, "wall_time_s": 2.2091422080993652, "timestamp": "2026-08-21T17:30:50.858437+00:00", "uticket_global_sparsity": 0.9729990192183543, "uticket_latency_proxy": 234, "uticket_work": 34798, "uticket_rounds_done": 3}
61
+ {"epoch": 61, "train_loss": 0.8710012728396844, "train_acc": 0.8327137546468402, "test_loss": 0.5861781528501799, "test_acc": 0.7916666666666666, "best_acc": 0.8939393939393939, "spike_rates": [0.04979272953727666, 0.10042859526241527, 0.10832239073865554, 0.13007875312777126, 0.1324917034191244], "spikes_per_sample": 284692.98840497737, "wall_time_s": 2.212559938430786, "timestamp": "2026-08-21T17:30:53.107829+00:00", "uticket_global_sparsity": 0.9729990192183543, "uticket_latency_proxy": 234, "uticket_work": 34798, "uticket_rounds_done": 3}
62
+ {"epoch": 62, "train_loss": 0.874252480645162, "train_acc": 0.8661710037174721, "test_loss": 0.5901123014363375, "test_acc": 0.7840909090909091, "best_acc": 0.8939393939393939, "spike_rates": [0.05033451976145015, 0.10241747428389157, 0.10868021407548119, 0.13054079167983113, 0.13187703665565043], "spikes_per_sample": 288157.88574660633, "wall_time_s": 2.206190347671509, "timestamp": "2026-08-21T17:30:55.350444+00:00", "uticket_global_sparsity": 0.9729990192183543, "uticket_latency_proxy": 234, "uticket_work": 34798, "uticket_rounds_done": 3}
63
+ {"epoch": 63, "train_loss": 0.8413078359511705, "train_acc": 0.8810408921933085, "test_loss": 0.5226501750223564, "test_acc": 0.8181818181818182, "best_acc": 0.8939393939393939, "spike_rates": [0.051684981978991455, 0.10715726193259745, 0.10698437778388753, 0.13053961887079127, 0.1324031370527604], "spikes_per_sample": 295074.7449095022, "wall_time_s": 2.202157735824585, "timestamp": "2026-08-21T17:30:57.589628+00:00", "uticket_global_sparsity": 0.9729990192183543, "uticket_latency_proxy": 234, "uticket_work": 34798, "uticket_rounds_done": 3}
64
+ {"epoch": 64, "train_loss": 0.8723847578006163, "train_acc": 0.8550185873605948, "test_loss": 0.5636026028430823, "test_acc": 0.8068181818181818, "best_acc": 0.8939393939393939, "spike_rates": [0.05235301484079922, 0.10732015529099632, 0.10490941343938603, 0.12890785844887004, 0.12992292730247273], "spikes_per_sample": 295324.534219457, "wall_time_s": 2.2051737308502197, "timestamp": "2026-08-21T17:30:59.832771+00:00", "uticket_global_sparsity": 0.9729990192183543, "uticket_latency_proxy": 234, "uticket_work": 34798, "uticket_rounds_done": 3}
65
+ {"epoch": 65, "train_loss": 0.8437778329317455, "train_acc": 0.8736059479553904, "test_loss": 0.5431115500854723, "test_acc": 0.7992424242424242, "best_acc": 0.8939393939393939, "spike_rates": [0.05216156362610705, 0.10464499014265397, 0.10395779635976343, 0.12745748810908375, 0.1288070336860769], "spikes_per_sample": 291419.73769796384, "wall_time_s": 2.2038540840148926, "timestamp": "2026-08-21T17:31:02.073916+00:00", "uticket_global_sparsity": 0.9729990192183543, "uticket_latency_proxy": 234, "uticket_work": 34798, "uticket_rounds_done": 3}
66
+ {"epoch": 66, "train_loss": 0.8351555925319629, "train_acc": 0.8605947955390335, "test_loss": 0.5263246315898318, "test_acc": 0.8181818181818182, "best_acc": 0.8939393939393939, "spike_rates": [0.052717284682918995, 0.10564381541574702, 0.10413952741552801, 0.12862161941388073, 0.12959084177718444], "spikes_per_sample": 293887.1234445701, "wall_time_s": 2.2019755840301514, "timestamp": "2026-08-21T17:31:04.312855+00:00", "uticket_global_sparsity": 0.9729990192183543, "uticket_latency_proxy": 234, "uticket_work": 34798, "uticket_rounds_done": 3}
67
+ {"epoch": 67, "train_loss": 2.39636654127043, "train_acc": 0.2732342007434944, "test_loss": 3.568535631353205, "test_acc": 0.20454545454545456, "best_acc": 0.8939393939393939, "spike_rates": [0.03414343450875843, 0.05499815634068321, 0.07772750232149572, 0.09030686494182139, 0.07872069714700475], "spikes_per_sample": 182530.87811085975, "wall_time_s": 2.1890828609466553, "timestamp": "2026-08-21T17:31:06.538419+00:00", "uticket_global_sparsity": 0.9919000161394448, "uticket_latency_proxy": 83, "uticket_work": 10439, "uticket_rounds_done": 4}
68
+ {"epoch": 68, "train_loss": 2.1790734711189694, "train_acc": 0.31784386617100374, "test_loss": 2.5018380988727915, "test_acc": 0.3446969696969697, "best_acc": 0.8939393939393939, "spike_rates": [0.03757676898556597, 0.058155268211575115, 0.07603838820667828, 0.08672590290798861, 0.07919812114799724], "spikes_per_sample": 191692.88800904976, "wall_time_s": 2.1806888580322266, "timestamp": "2026-08-21T17:31:08.756613+00:00", "uticket_global_sparsity": 0.9919000161394448, "uticket_latency_proxy": 83, "uticket_work": 10439, "uticket_rounds_done": 4}
69
+ {"epoch": 69, "train_loss": 1.9099510934716264, "train_acc": 0.41821561338289964, "test_loss": 1.4206079930970164, "test_acc": 0.49242424242424243, "best_acc": 0.8939393939393939, "spike_rates": [0.0379575087743647, 0.0571825817665633, 0.07608105505214018, 0.08583894591121112, 0.07927829859887853], "spikes_per_sample": 191378.26018099548, "wall_time_s": 2.1799561977386475, "timestamp": "2026-08-21T17:31:10.975536+00:00", "uticket_global_sparsity": 0.9919000161394448, "uticket_latency_proxy": 83, "uticket_work": 10439, "uticket_rounds_done": 4}
70
+ {"epoch": 70, "train_loss": 1.6456122531323627, "train_acc": 0.49256505576208176, "test_loss": 1.155737887729298, "test_acc": 0.5568181818181818, "best_acc": 0.8939393939393939, "spike_rates": [0.037722440765184516, 0.05824587998144767, 0.07837304648231058, 0.0871873313889784, 0.08120458266314338], "spikes_per_sample": 193396.39875565612, "wall_time_s": 2.184770345687866, "timestamp": "2026-08-21T17:31:13.206987+00:00", "uticket_global_sparsity": 0.9919000161394448, "uticket_latency_proxy": 83, "uticket_work": 10439, "uticket_rounds_done": 4}
71
+ {"epoch": 71, "train_loss": 1.555567134711822, "train_acc": 0.5297397769516728, "test_loss": 1.5425641897952918, "test_acc": 0.5, "best_acc": 0.8939393939393939, "spike_rates": [0.03784695245763835, 0.058666749693015045, 0.0773363306241877, 0.08505388436948552, 0.08038806520840701], "spikes_per_sample": 193269.72115384616, "wall_time_s": 2.1838176250457764, "timestamp": "2026-08-21T17:31:15.427463+00:00", "uticket_global_sparsity": 0.9919000161394448, "uticket_latency_proxy": 83, "uticket_work": 10439, "uticket_rounds_done": 4}
72
+ {"epoch": 72, "train_loss": 1.555665403493718, "train_acc": 0.5185873605947955, "test_loss": 1.3639834685759111, "test_acc": 0.5303030303030303, "best_acc": 0.8939393939393939, "spike_rates": [0.038051725748707264, 0.05881790904437795, 0.07718344602514715, 0.08579180477296605, 0.08111302992876838], "spikes_per_sample": 193880.94881221722, "wall_time_s": 2.1823554039001465, "timestamp": "2026-08-21T17:31:17.649923+00:00", "uticket_global_sparsity": 0.9919000161394448, "uticket_latency_proxy": 83, "uticket_work": 10439, "uticket_rounds_done": 4}
73
+ {"epoch": 73, "train_loss": 1.4789557926716859, "train_acc": 0.5520446096654275, "test_loss": 1.2407588597499963, "test_acc": 0.5606060606060606, "best_acc": 0.8939393939393939, "spike_rates": [0.03811156179975061, 0.058176269645200056, 0.078296918202849, 0.08598892741343554, 0.08238014841780943], "spikes_per_sample": 193953.17830882352, "wall_time_s": 2.179590940475464, "timestamp": "2026-08-21T17:31:19.866916+00:00", "uticket_global_sparsity": 0.9919000161394448, "uticket_latency_proxy": 83, "uticket_work": 10439, "uticket_rounds_done": 4}
74
+ {"epoch": 74, "train_loss": 1.378227038454389, "train_acc": 0.587360594795539, "test_loss": 1.0920971577817744, "test_acc": 0.5757575757575758, "best_acc": 0.8939393939393939, "spike_rates": [0.03817058354616165, 0.05845477673060754, 0.078472078723066, 0.08594000865431393, 0.08288926368250567], "spikes_per_sample": 194458.4366515837, "wall_time_s": 2.184337615966797, "timestamp": "2026-08-21T17:31:22.093721+00:00", "uticket_global_sparsity": 0.9919000161394448, "uticket_latency_proxy": 83, "uticket_work": 10439, "uticket_rounds_done": 4}
75
+ {"epoch": 75, "train_loss": 1.395548168168192, "train_acc": 0.5947955390334573, "test_loss": 0.9425718260533882, "test_acc": 0.6325757575757576, "best_acc": 0.8939393939393939, "spike_rates": [0.0383778795161668, 0.058943013934528124, 0.07772114215528264, 0.08639039844274521, 0.08274965601808884], "spikes_per_sample": 195069.29029977377, "wall_time_s": 2.1762280464172363, "timestamp": "2026-08-21T17:31:24.306558+00:00", "uticket_global_sparsity": 0.9919000161394448, "uticket_latency_proxy": 83, "uticket_work": 10439, "uticket_rounds_done": 4}
76
+ {"epoch": 76, "train_loss": 1.4263968060007768, "train_acc": 0.5892193308550185, "test_loss": 0.9172317331487482, "test_acc": 0.6439393939393939, "best_acc": 0.8939393939393939, "spike_rates": [0.03822075246888049, 0.06065597735783633, 0.07710055130369523, 0.08666748947956983, 0.08165126513032352], "spikes_per_sample": 196238.72511312217, "wall_time_s": 2.1822915077209473, "timestamp": "2026-08-21T17:31:26.524620+00:00", "uticket_global_sparsity": 0.9919000161394448, "uticket_latency_proxy": 83, "uticket_work": 10439, "uticket_rounds_done": 4}
77
+ {"epoch": 77, "train_loss": 1.3934376022629578, "train_acc": 0.637546468401487, "test_loss": 0.8929277947454741, "test_acc": 0.6439393939393939, "best_acc": 0.8939393939393939, "spike_rates": [0.038101027993594896, 0.060888375648680854, 0.07689577121944989, 0.08661711610415403, 0.08295304328203201], "spikes_per_sample": 196128.49264705883, "wall_time_s": 2.1813294887542725, "timestamp": "2026-08-21T17:31:28.744158+00:00", "uticket_global_sparsity": 0.9919000161394448, "uticket_latency_proxy": 83, "uticket_work": 10439, "uticket_rounds_done": 4}
78
+ {"epoch": 78, "train_loss": 1.43154986728966, "train_acc": 0.5836431226765799, "test_loss": 0.9262228951309667, "test_acc": 0.5984848484848485, "best_acc": 0.8939393939393939, "spike_rates": [0.03828189368633663, 0.0626868049011511, 0.07763991548734553, 0.08773179439937367, 0.08323729870950475], "spikes_per_sample": 198933.22285067872, "wall_time_s": 2.1937649250030518, "timestamp": "2026-08-21T17:31:30.976226+00:00", "uticket_global_sparsity": 0.9919000161394448, "uticket_latency_proxy": 83, "uticket_work": 10439, "uticket_rounds_done": 4}
79
+ {"epoch": 79, "train_loss": 1.3594747923563848, "train_acc": 0.5966542750929368, "test_loss": 0.9488366878393925, "test_acc": 0.5909090909090909, "best_acc": 0.8939393939393939, "spike_rates": [0.03796777961885228, 0.06309564236332388, 0.07782203835599563, 0.08848478688913233, 0.08365130555980346], "spikes_per_sample": 198901.02672511313, "wall_time_s": 2.1844937801361084, "timestamp": "2026-08-21T17:31:33.198429+00:00", "uticket_global_sparsity": 0.9919000161394448, "uticket_latency_proxy": 83, "uticket_work": 10439, "uticket_rounds_done": 4}
80
+ {"epoch": 80, "train_loss": 1.3647864547360786, "train_acc": 0.5947955390334573, "test_loss": 0.9782697829333219, "test_acc": 0.5946969696969697, "best_acc": 0.8939393939393939, "spike_rates": [0.03798684039536644, 0.06358401652644663, 0.07881502412697848, 0.08874921456855886, 0.08404908679863986], "spikes_per_sample": 200011.8132070136, "wall_time_s": 2.1804404258728027, "timestamp": "2026-08-21T17:31:35.416076+00:00", "uticket_global_sparsity": 0.9919000161394448, "uticket_latency_proxy": 83, "uticket_work": 10439, "uticket_rounds_done": 4}
81
+ {"epoch": 81, "train_loss": 1.3458076360943592, "train_acc": 0.5929368029739777, "test_loss": 0.8953822273196597, "test_acc": 0.678030303030303, "best_acc": 0.8939393939393939, "spike_rates": [0.03771158483098535, 0.06139947408262421, 0.07881600760361727, 0.08913242247174769, 0.0846388462711783], "spikes_per_sample": 197198.75325226245, "wall_time_s": 2.178781509399414, "timestamp": "2026-08-21T17:31:37.631714+00:00", "uticket_global_sparsity": 0.9919000161394448, "uticket_latency_proxy": 83, "uticket_work": 10439, "uticket_rounds_done": 4}
82
+ {"epoch": 82, "train_loss": 1.3583893979792259, "train_acc": 0.5892193308550185, "test_loss": 1.0536458817395298, "test_acc": 0.5833333333333334, "best_acc": 0.8939393939393939, "spike_rates": [0.03614079492057071, 0.057767063598422444, 0.07959369438536026, 0.09035173058509827, 0.08564331952263327], "spikes_per_sample": 190669.72468891402, "wall_time_s": 2.1874849796295166, "timestamp": "2026-08-21T17:31:39.855527+00:00", "uticket_global_sparsity": 0.9919000161394448, "uticket_latency_proxy": 83, "uticket_work": 10439, "uticket_rounds_done": 4}
83
+ {"epoch": 83, "train_loss": 3.332130115714658, "train_acc": 0.10780669144981413, "test_loss": 4.264119726238829, "test_acc": 0.09848484848484848, "best_acc": 0.8939393939393939, "spike_rates": [0.02104391617810025, 0.030028813135098007, 0.03951488391441457, 0.07421197610742905, 0.0660389517160023], "spikes_per_sample": 106623.73840497738, "wall_time_s": 2.1761913299560547, "timestamp": "2026-08-21T17:31:42.069763+00:00", "uticket_global_sparsity": 0.9975705479962258, "uticket_latency_proxy": 41, "uticket_work": 3131, "uticket_rounds_done": 5}
84
+ {"epoch": 84, "train_loss": 3.217423961951387, "train_acc": 0.11152416356877323, "test_loss": 2.893411072817716, "test_acc": 0.12121212121212122, "best_acc": 0.8939393939393939, "spike_rates": [0.021197951672708288, 0.03008939095718019, 0.03891734581659822, 0.07469123645740397, 0.06664750812684789], "spikes_per_sample": 106765.32239819004, "wall_time_s": 2.165306568145752, "timestamp": "2026-08-21T17:31:44.269925+00:00", "uticket_global_sparsity": 0.9975705479962258, "uticket_latency_proxy": 41, "uticket_work": 3131, "uticket_rounds_done": 5}
85
+ {"epoch": 85, "train_loss": 3.0664570375889206, "train_acc": 0.15613382899628253, "test_loss": 2.755347302465728, "test_acc": 0.14772727272727273, "best_acc": 0.8939393939393939, "spike_rates": [0.021073757287333992, 0.030060175477581864, 0.03855834112447851, 0.07407481310998693, 0.06664018946535447], "spikes_per_sample": 106205.27615950226, "wall_time_s": 2.166524887084961, "timestamp": "2026-08-21T17:31:46.483587+00:00", "uticket_global_sparsity": 0.9975705479962258, "uticket_latency_proxy": 41, "uticket_work": 3131, "uticket_rounds_done": 5}
86
+ {"epoch": 86, "train_loss": 3.061754039672228, "train_acc": 0.15427509293680297, "test_loss": 2.700550158818563, "test_acc": 0.2159090909090909, "best_acc": 0.8939393939393939, "spike_rates": [0.021083662834237602, 0.030071621103321806, 0.03817420189871507, 0.0739166705923922, 0.06605641982134651], "spikes_per_sample": 106011.30274321267, "wall_time_s": 2.1623456478118896, "timestamp": "2026-08-21T17:31:48.681981+00:00", "uticket_global_sparsity": 0.9975705479962258, "uticket_latency_proxy": 41, "uticket_work": 3131, "uticket_rounds_done": 5}
87
+ {"epoch": 87, "train_loss": 2.8646671922676625, "train_acc": 0.17657992565055763, "test_loss": 2.486694978945183, "test_acc": 0.2689393939393939, "best_acc": 0.8939393939393939, "spike_rates": [0.021001618245945257, 0.030070501434452394, 0.03859300670378348, 0.07493327338905896, 0.06555707445916008], "spikes_per_sample": 106186.81872171945, "wall_time_s": 2.1671156883239746, "timestamp": "2026-08-21T17:31:50.885629+00:00", "uticket_global_sparsity": 0.9975705479962258, "uticket_latency_proxy": 41, "uticket_work": 3131, "uticket_rounds_done": 5}
88
+ {"epoch": 88, "train_loss": 2.9086235863568612, "train_acc": 0.17472118959107807, "test_loss": 2.437252311995535, "test_acc": 0.24621212121212122, "best_acc": 0.8939393939393939, "spike_rates": [0.02098666876554489, 0.029189548838664505, 0.038632923408466226, 0.07483625411987305, 0.06586261268924265], "spikes_per_sample": 105242.61156674208, "wall_time_s": 2.1740314960479736, "timestamp": "2026-08-21T17:31:53.099289+00:00", "uticket_global_sparsity": 0.9975705479962258, "uticket_latency_proxy": 41, "uticket_work": 3131, "uticket_rounds_done": 5}
89
+ {"epoch": 89, "train_loss": 2.9298306433241605, "train_acc": 0.18029739776951673, "test_loss": 2.341604536229914, "test_acc": 0.2537878787878788, "best_acc": 0.8939393939393939, "spike_rates": [0.021022662739543355, 0.029132247957236627, 0.03866845544646768, 0.07451318861807094, 0.06542200638967402], "spikes_per_sample": 105230.4763857466, "wall_time_s": 2.1664223670959473, "timestamp": "2026-08-21T17:31:55.303142+00:00", "uticket_global_sparsity": 0.9975705479962258, "uticket_latency_proxy": 41, "uticket_work": 3131, "uticket_rounds_done": 5}
90
+ {"epoch": 90, "train_loss": 2.785964848826809, "train_acc": 0.19144981412639406, "test_loss": 2.289556871760975, "test_acc": 0.25757575757575757, "best_acc": 0.8939393939393939, "spike_rates": [0.0210036460091086, 0.029128114747650483, 0.03854210630935781, 0.07464564766953974, 0.06539858307908564], "spikes_per_sample": 105136.99844457013, "wall_time_s": 2.1611952781677246, "timestamp": "2026-08-21T17:31:57.501060+00:00", "uticket_global_sparsity": 0.9975705479962258, "uticket_latency_proxy": 41, "uticket_work": 3131, "uticket_rounds_done": 5}
91
+ {"epoch": 91, "train_loss": 2.8146958687934736, "train_acc": 0.19144981412639406, "test_loss": 2.2612999208045728, "test_acc": 0.2840909090909091, "best_acc": 0.8939393939393939, "spike_rates": [0.021119126721340066, 0.029087683514637107, 0.03826408460736275, 0.07417446594027911, 0.06507283230038251], "spikes_per_sample": 105126.71903280543, "wall_time_s": 2.1622235774993896, "timestamp": "2026-08-21T17:31:59.697628+00:00", "uticket_global_sparsity": 0.9975705479962258, "uticket_latency_proxy": 41, "uticket_work": 3131, "uticket_rounds_done": 5}
92
+ {"epoch": 92, "train_loss": 2.67062494923191, "train_acc": 0.1970260223048327, "test_loss": 2.2072805419112695, "test_acc": 0.2803030303030303, "best_acc": 0.8939393939393939, "spike_rates": [0.02100979219026425, 0.029127719428609398, 0.03853460839566063, 0.07453735917806625, 0.06500382239327711], "spikes_per_sample": 105128.49179864253, "wall_time_s": 2.172889232635498, "timestamp": "2026-08-21T17:32:01.906522+00:00", "uticket_global_sparsity": 0.9975705479962258, "uticket_latency_proxy": 41, "uticket_work": 3131, "uticket_rounds_done": 5}
93
+ {"epoch": 93, "train_loss": 2.6772092576363717, "train_acc": 0.2211895910780669, "test_loss": 2.211613582842278, "test_acc": 0.2840909090909091, "best_acc": 0.8939393939393939, "spike_rates": [0.021030621712698656, 0.0291009616545018, 0.038454148918390274, 0.07454359619056478, 0.06510081229841008], "spikes_per_sample": 105103.4782239819, "wall_time_s": 2.164909601211548, "timestamp": "2026-08-21T17:32:04.109421+00:00", "uticket_global_sparsity": 0.9975705479962258, "uticket_latency_proxy": 41, "uticket_work": 3131, "uticket_rounds_done": 5}
94
+ {"epoch": 94, "train_loss": 2.5846043829581107, "train_acc": 0.2379182156133829, "test_loss": 2.200838088989258, "test_acc": 0.3106060606060606, "best_acc": 0.8939393939393939, "spike_rates": [0.02115595603690428, 0.02904041944181218, 0.038897559265880025, 0.07505527796114192, 0.06591013249228983], "spikes_per_sample": 105608.80981334842, "wall_time_s": 2.169025421142578, "timestamp": "2026-08-21T17:32:06.317317+00:00", "uticket_global_sparsity": 0.9975705479962258, "uticket_latency_proxy": 41, "uticket_work": 3131, "uticket_rounds_done": 5}
95
+ {"epoch": 95, "train_loss": 2.71726415148455, "train_acc": 0.20074349442379183, "test_loss": 2.21222506869923, "test_acc": 0.30303030303030304, "best_acc": 0.8939393939393939, "spike_rates": [0.021040373536593774, 0.02909373097559985, 0.038416281123371684, 0.07463325121823479, 0.06546522808425567], "spikes_per_sample": 105111.43099547512, "wall_time_s": 2.1625101566314697, "timestamp": "2026-08-21T17:32:08.515546+00:00", "uticket_global_sparsity": 0.9975705479962258, "uticket_latency_proxy": 41, "uticket_work": 3131, "uticket_rounds_done": 5}
96
+ {"epoch": 96, "train_loss": 2.6745957521700947, "train_acc": 0.20817843866171004, "test_loss": 2.2245729475310356, "test_acc": 0.2878787878787879, "best_acc": 0.8939393939393939, "spike_rates": [0.02098607348606867, 0.029149213696227354, 0.03865512854912702, 0.07502406572594363, 0.06537198384895045], "spikes_per_sample": 105231.01442307692, "wall_time_s": 2.1664299964904785, "timestamp": "2026-08-21T17:32:10.718966+00:00", "uticket_global_sparsity": 0.9975705479962258, "uticket_latency_proxy": 41, "uticket_work": 3131, "uticket_rounds_done": 5}
97
+ {"epoch": 97, "train_loss": 2.6239586736189833, "train_acc": 0.20817843866171004, "test_loss": 2.213319865140048, "test_acc": 0.3068181818181818, "best_acc": 0.8939393939393939, "spike_rates": [0.020965928321375567, 0.02913789768867633, 0.03875547647476196, 0.07500633422066183, 0.0662432882715674], "spikes_per_sample": 105234.20206447963, "wall_time_s": 2.174412488937378, "timestamp": "2026-08-21T17:32:12.929727+00:00", "uticket_global_sparsity": 0.9975705479962258, "uticket_latency_proxy": 41, "uticket_work": 3131, "uticket_rounds_done": 5}
98
+ {"epoch": 98, "train_loss": 2.686735228534968, "train_acc": 0.20446096654275092, "test_loss": 2.2075586607961943, "test_acc": 0.29545454545454547, "best_acc": 0.8939393939393939, "spike_rates": [0.021006676423199037, 0.029130716095952428, 0.038624244358609706, 0.07466449237921659, 0.06567703888696783], "spikes_per_sample": 105194.12782805429, "wall_time_s": 2.1608293056488037, "timestamp": "2026-08-21T17:32:15.128081+00:00", "uticket_global_sparsity": 0.9975705479962258, "uticket_latency_proxy": 41, "uticket_work": 3131, "uticket_rounds_done": 5}
99
+ {"epoch": 99, "train_loss": 2.65744707575518, "train_acc": 0.2100371747211896, "test_loss": 2.2085754437880083, "test_acc": 0.29545454545454547, "best_acc": 0.8939393939393939, "spike_rates": [0.020956939086318016, 0.029140792458372956, 0.03870742614654934, 0.07504439573077594, 0.06595326784779043], "spikes_per_sample": 105196.1108597285, "wall_time_s": 2.164151430130005, "timestamp": "2026-08-21T17:32:17.330117+00:00", "uticket_global_sparsity": 0.9975705479962258, "uticket_latency_proxy": 41, "uticket_work": 3131, "uticket_rounds_done": 5}
100
+ {"epoch": 100, "train_loss": 2.6585895634052035, "train_acc": 0.22676579925650558, "test_loss": 2.1917483445369834, "test_acc": 0.3181818181818182, "best_acc": 0.8939393939393939, "spike_rates": [0.020928531227742925, 0.02917420053306748, 0.03868731133201543, 0.07504677904002807, 0.06565991569967831], "spikes_per_sample": 105158.84926470589, "wall_time_s": 2.160187244415283, "timestamp": "2026-08-21T17:32:19.526189+00:00", "uticket_global_sparsity": 0.9975705479962258, "uticket_latency_proxy": 41, "uticket_work": 3131, "uticket_rounds_done": 5}
opt9_uticket_prune/opt9_r5_p0.7_unbalanced.gpu_telemetry.csv ADDED
@@ -0,0 +1,143 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ timestamp,index,utilization.gpu,utilization.memory,memory.used,memory.total,temperature.gpu,power.draw,clocks.sm
2
+ 2026/08/21 17:26:34.233, 0, 0, 0, 0, 15360, 62, 10.65, 300
3
+ 2026/08/21 17:26:34.250, 1, 0, 0, 0, 15360, 57, 10.26, 300
4
+ 2026/08/21 17:26:39.312, 0, 0, 0, 123, 15360, 63, 28.32, 585
5
+ 2026/08/21 17:26:39.325, 1, 0, 0, 123, 15360, 58, 28.23, 585
6
+ 2026/08/21 17:26:44.374, 0, 0, 0, 205, 15360, 64, 28.31, 585
7
+ 2026/08/21 17:26:44.386, 1, 100, 0, 205, 15360, 62, 42.12, 1590
8
+ 2026/08/21 17:26:49.429, 0, 0, 0, 205, 15360, 64, 28.21, 585
9
+ 2026/08/21 17:26:49.439, 1, 100, 0, 205, 15360, 63, 42.51, 1590
10
+ 2026/08/21 17:26:54.482, 0, 0, 0, 205, 15360, 65, 28.31, 585
11
+ 2026/08/21 17:26:54.492, 1, 100, 0, 205, 15360, 64, 42.91, 1590
12
+ 2026/08/21 17:26:59.535, 0, 0, 0, 205, 15360, 65, 28.31, 585
13
+ 2026/08/21 17:26:59.545, 1, 100, 0, 205, 15360, 65, 43.30, 1590
14
+ 2026/08/21 17:27:04.588, 0, 0, 0, 205, 15360, 65, 28.41, 585
15
+ 2026/08/21 17:27:04.599, 1, 100, 0, 205, 15360, 67, 43.87, 1590
16
+ 2026/08/21 17:27:09.643, 0, 0, 0, 205, 15360, 66, 28.70, 585
17
+ 2026/08/21 17:27:09.653, 1, 0, 0, 205, 15360, 65, 29.40, 585
18
+ 2026/08/21 17:27:14.701, 0, 0, 0, 205, 15360, 66, 28.51, 585
19
+ 2026/08/21 17:27:14.711, 1, 0, 0, 205, 15360, 65, 29.40, 585
20
+ 2026/08/21 17:27:19.760, 0, 0, 0, 205, 15360, 67, 28.60, 585
21
+ 2026/08/21 17:27:19.770, 1, 0, 0, 205, 15360, 65, 29.50, 585
22
+ 2026/08/21 17:27:24.817, 0, 0, 0, 205, 15360, 67, 28.60, 585
23
+ 2026/08/21 17:27:24.828, 1, 0, 0, 205, 15360, 66, 29.40, 585
24
+ 2026/08/21 17:27:29.877, 0, 0, 0, 205, 15360, 67, 28.70, 585
25
+ 2026/08/21 17:27:29.887, 1, 0, 0, 205, 15360, 66, 29.50, 585
26
+ 2026/08/21 17:27:34.935, 0, 0, 0, 205, 15360, 67, 28.70, 585
27
+ 2026/08/21 17:27:34.945, 1, 0, 0, 205, 15360, 66, 29.59, 585
28
+ 2026/08/21 17:27:39.992, 0, 0, 0, 205, 15360, 68, 28.80, 585
29
+ 2026/08/21 17:27:40.002, 1, 0, 0, 205, 15360, 66, 29.59, 585
30
+ 2026/08/21 17:27:45.050, 0, 0, 0, 205, 15360, 68, 28.80, 585
31
+ 2026/08/21 17:27:45.060, 1, 0, 0, 205, 15360, 67, 29.69, 585
32
+ 2026/08/21 17:27:50.111, 0, 0, 0, 205, 15360, 68, 28.90, 585
33
+ 2026/08/21 17:27:50.123, 1, 0, 0, 205, 15360, 67, 29.69, 585
34
+ 2026/08/21 17:27:55.172, 0, 0, 0, 341, 15360, 68, 29.00, 585
35
+ 2026/08/21 17:27:55.183, 1, 0, 0, 205, 15360, 67, 29.79, 585
36
+ 2026/08/21 17:28:00.231, 0, 0, 0, 341, 15360, 69, 29.00, 585
37
+ 2026/08/21 17:28:00.241, 1, 0, 0, 205, 15360, 67, 29.79, 585
38
+ 2026/08/21 17:28:05.288, 0, 0, 0, 341, 15360, 69, 29.20, 585
39
+ 2026/08/21 17:28:05.299, 1, 0, 0, 205, 15360, 68, 29.89, 585
40
+ 2026/08/21 17:28:10.346, 0, 100, 0, 397, 15360, 70, 44.95, 1590
41
+ 2026/08/21 17:28:10.353, 1, 0, 0, 205, 15360, 68, 29.97, 585
42
+ 2026/08/21 17:28:15.402, 0, 100, 0, 397, 15360, 72, 45.31, 1590
43
+ 2026/08/21 17:28:15.409, 1, 0, 0, 205, 15360, 68, 30.07, 585
44
+ 2026/08/21 17:28:20.457, 0, 100, 0, 397, 15360, 73, 45.71, 1590
45
+ 2026/08/21 17:28:20.464, 1, 0, 0, 341, 15360, 68, 30.17, 585
46
+ 2026/08/21 17:28:25.512, 0, 100, 0, 397, 15360, 74, 46.00, 1590
47
+ 2026/08/21 17:28:25.519, 1, 0, 0, 341, 15360, 68, 30.56, 585
48
+ 2026/08/21 17:28:30.568, 0, 100, 0, 397, 15360, 75, 46.40, 1590
49
+ 2026/08/21 17:28:30.575, 1, 0, 0, 341, 15360, 69, 30.17, 585
50
+ 2026/08/21 17:28:35.624, 0, 48, 26, 2703, 15360, 76, 48.21, 1560
51
+ 2026/08/21 17:28:35.635, 1, 51, 26, 2705, 15360, 70, 50.76, 750
52
+ 2026/08/21 17:28:40.688, 0, 96, 84, 2709, 15360, 79, 68.35, 1275
53
+ 2026/08/21 17:28:40.707, 1, 97, 84, 2709, 15360, 75, 69.77, 1230
54
+ 2026/08/21 17:28:45.762, 0, 97, 85, 2709, 15360, 80, 67.66, 1140
55
+ 2026/08/21 17:28:45.776, 1, 96, 81, 2709, 15360, 77, 67.47, 1230
56
+ 2026/08/21 17:28:50.834, 0, 96, 80, 2709, 15360, 82, 62.56, 1080
57
+ 2026/08/21 17:28:50.847, 1, 96, 82, 2709, 15360, 79, 62.89, 1110
58
+ 2026/08/21 17:28:55.903, 0, 97, 97, 2709, 15360, 82, 68.40, 1200
59
+ 2026/08/21 17:28:55.912, 1, 100, 0, 2709, 15360, 79, 49.32, 1590
60
+ 2026/08/21 17:29:00.961, 0, 96, 80, 2709, 15360, 82, 68.99, 1125
61
+ 2026/08/21 17:29:00.979, 1, 96, 83, 2709, 15360, 80, 61.12, 1080
62
+ 2026/08/21 17:29:06.035, 0, 95, 81, 2709, 15360, 80, 65.75, 1020
63
+ 2026/08/21 17:29:06.054, 1, 97, 85, 2709, 15360, 78, 68.93, 1020
64
+ 2026/08/21 17:29:11.106, 0, 95, 81, 2709, 15360, 79, 63.30, 1095
65
+ 2026/08/21 17:29:11.122, 1, 97, 82, 2709, 15360, 78, 76.32, 1095
66
+ 2026/08/21 17:29:16.178, 0, 97, 95, 2709, 15360, 77, 66.59, 1275
67
+ 2026/08/21 17:29:16.192, 1, 98, 38, 2709, 15360, 76, 47.15, 1590
68
+ 2026/08/21 17:29:21.240, 0, 94, 80, 2709, 15360, 76, 64.04, 1215
69
+ 2026/08/21 17:29:21.261, 1, 96, 81, 2709, 15360, 76, 78.18, 1110
70
+ 2026/08/21 17:29:26.317, 0, 94, 82, 2709, 15360, 76, 56.98, 1155
71
+ 2026/08/21 17:29:26.333, 1, 97, 86, 2709, 15360, 75, 64.22, 1155
72
+ 2026/08/21 17:29:31.395, 0, 95, 80, 2709, 15360, 75, 74.28, 1275
73
+ 2026/08/21 17:29:31.411, 1, 94, 81, 2709, 15360, 74, 59.75, 1185
74
+ 2026/08/21 17:29:36.463, 0, 98, 99, 2709, 15360, 75, 66.98, 1320
75
+ 2026/08/21 17:29:36.482, 1, 100, 0, 2709, 15360, 73, 47.08, 1590
76
+ 2026/08/21 17:29:41.529, 0, 97, 86, 2709, 15360, 75, 67.43, 1275
77
+ 2026/08/21 17:29:41.543, 1, 94, 81, 2709, 15360, 74, 64.32, 1245
78
+ 2026/08/21 17:29:46.596, 0, 94, 80, 2709, 15360, 75, 65.45, 1275
79
+ 2026/08/21 17:29:46.610, 1, 96, 82, 2709, 15360, 75, 55.51, 1275
80
+ 2026/08/21 17:29:51.663, 0, 94, 81, 2709, 15360, 76, 63.69, 1290
81
+ 2026/08/21 17:29:51.683, 1, 96, 82, 2709, 15360, 75, 59.46, 1125
82
+ 2026/08/21 17:29:56.733, 0, 91, 91, 2709, 15360, 76, 71.24, 1410
83
+ 2026/08/21 17:29:56.742, 1, 100, 0, 2709, 15360, 75, 47.74, 1590
84
+ 2026/08/21 17:30:01.786, 0, 96, 81, 2709, 15360, 77, 53.74, 1275
85
+ 2026/08/21 17:30:01.805, 1, 95, 80, 2709, 15360, 77, 66.39, 1095
86
+ 2026/08/21 17:30:06.859, 0, 96, 83, 2709, 15360, 77, 62.91, 1335
87
+ 2026/08/21 17:30:06.875, 1, 95, 82, 2709, 15360, 77, 65.89, 1230
88
+ 2026/08/21 17:30:11.928, 0, 96, 81, 2709, 15360, 77, 64.87, 1245
89
+ 2026/08/21 17:30:11.944, 1, 97, 86, 2709, 15360, 77, 65.06, 1185
90
+ 2026/08/21 17:30:16.992, 0, 97, 87, 2709, 15360, 78, 68.39, 1215
91
+ 2026/08/21 17:30:17.015, 1, 98, 26, 2709, 15360, 77, 48.33, 1590
92
+ 2026/08/21 17:30:22.063, 0, 96, 80, 2709, 15360, 78, 68.54, 1140
93
+ 2026/08/21 17:30:22.080, 1, 95, 80, 2709, 15360, 78, 60.89, 1080
94
+ 2026/08/21 17:30:27.132, 0, 94, 80, 2711, 15360, 78, 65.65, 1275
95
+ 2026/08/21 17:30:27.152, 1, 95, 81, 2711, 15360, 79, 62.01, 1215
96
+ 2026/08/21 17:30:32.201, 0, 96, 81, 2711, 15360, 78, 66.39, 1365
97
+ 2026/08/21 17:30:32.214, 1, 95, 82, 2711, 15360, 78, 61.52, 1260
98
+ 2026/08/21 17:30:37.264, 0, 95, 83, 2711, 15360, 78, 65.16, 1275
99
+ 2026/08/21 17:30:37.291, 1, 97, 49, 2711, 15360, 77, 47.65, 1590
100
+ 2026/08/21 17:30:42.337, 0, 97, 85, 2711, 15360, 77, 70.85, 1125
101
+ 2026/08/21 17:30:42.356, 1, 95, 81, 2711, 15360, 78, 68.93, 1125
102
+ 2026/08/21 17:30:47.407, 0, 96, 85, 2711, 15360, 77, 64.96, 1125
103
+ 2026/08/21 17:30:47.431, 1, 96, 81, 2711, 15360, 77, 64.55, 1140
104
+ 2026/08/21 17:30:52.488, 0, 93, 80, 2711, 15360, 76, 62.56, 1200
105
+ 2026/08/21 17:30:52.507, 1, 96, 81, 2711, 15360, 77, 66.00, 1230
106
+ 2026/08/21 17:30:57.567, 0, 97, 90, 2711, 15360, 76, 68.93, 1320
107
+ 2026/08/21 17:30:57.580, 1, 97, 30, 2711, 15360, 76, 47.65, 1590
108
+ 2026/08/21 17:31:02.627, 0, 96, 80, 2711, 15360, 76, 74.32, 1290
109
+ 2026/08/21 17:31:02.646, 1, 96, 84, 2711, 15360, 77, 64.71, 1125
110
+ 2026/08/21 17:31:07.696, 0, 96, 83, 2711, 15360, 76, 63.44, 1275
111
+ 2026/08/21 17:31:07.719, 1, 96, 84, 2711, 15360, 77, 62.36, 1245
112
+ 2026/08/21 17:31:12.771, 0, 96, 82, 2711, 15360, 76, 72.27, 1350
113
+ 2026/08/21 17:31:12.789, 1, 96, 82, 2711, 15360, 77, 75.15, 1305
114
+ 2026/08/21 17:31:17.842, 0, 95, 94, 2711, 15360, 76, 63.20, 1395
115
+ 2026/08/21 17:31:17.862, 1, 100, 0, 2711, 15360, 76, 58.32, 1305
116
+ 2026/08/21 17:31:22.918, 0, 97, 87, 2711, 15360, 76, 68.40, 1275
117
+ 2026/08/21 17:31:22.936, 1, 97, 83, 2711, 15360, 77, 66.43, 1260
118
+ 2026/08/21 17:31:27.990, 0, 96, 82, 2711, 15360, 76, 70.11, 1155
119
+ 2026/08/21 17:31:28.007, 1, 95, 82, 2711, 15360, 77, 72.91, 1215
120
+ 2026/08/21 17:31:33.064, 0, 98, 97, 2711, 15360, 76, 67.61, 1335
121
+ 2026/08/21 17:31:33.080, 1, 100, 20, 2711, 15360, 76, 47.08, 1590
122
+ 2026/08/21 17:31:38.130, 0, 96, 81, 2711, 15360, 76, 67.96, 1290
123
+ 2026/08/21 17:31:38.148, 1, 95, 81, 2711, 15360, 77, 65.30, 1275
124
+ 2026/08/21 17:31:43.207, 0, 95, 83, 2711, 15360, 76, 73.00, 1290
125
+ 2026/08/21 17:31:43.218, 1, 96, 84, 2711, 15360, 77, 70.60, 1305
126
+ 2026/08/21 17:31:48.279, 0, 95, 83, 2711, 15360, 77, 74.03, 1290
127
+ 2026/08/21 17:31:48.292, 1, 96, 82, 2711, 15360, 78, 72.12, 1305
128
+ 2026/08/21 17:31:53.351, 0, 95, 83, 2711, 15360, 77, 72.85, 1275
129
+ 2026/08/21 17:31:53.365, 1, 95, 83, 2711, 15360, 77, 68.74, 1260
130
+ 2026/08/21 17:31:58.423, 0, 96, 83, 2711, 15360, 77, 68.84, 1305
131
+ 2026/08/21 17:31:58.438, 1, 95, 84, 2711, 15360, 78, 69.87, 1275
132
+ 2026/08/21 17:32:03.492, 0, 96, 84, 2711, 15360, 77, 72.56, 1275
133
+ 2026/08/21 17:32:03.505, 1, 96, 85, 2711, 15360, 78, 69.23, 1305
134
+ 2026/08/21 17:32:08.566, 0, 80, 79, 2711, 15360, 76, 40.54, 1560
135
+ 2026/08/21 17:32:08.583, 1, 100, 0, 2711, 15360, 77, 48.33, 1470
136
+ 2026/08/21 17:32:13.635, 0, 96, 84, 2711, 15360, 76, 70.94, 1290
137
+ 2026/08/21 17:32:13.649, 1, 96, 83, 2711, 15360, 77, 65.26, 1290
138
+ 2026/08/21 17:32:18.703, 0, 96, 83, 2711, 15360, 76, 69.42, 1320
139
+ 2026/08/21 17:32:18.719, 1, 96, 82, 2711, 15360, 77, 64.85, 1320
140
+ 2026/08/21 17:32:23.774, 0, 48, 29, 2711, 15360, 76, 59.79, 1590
141
+ 2026/08/21 17:32:23.782, 1, 0, 0, 3, 15360, 71, 30.47, 390
142
+ 2026/08/21 17:32:28.828, 0, 32, 6, 3, 15360, 75, 40.96, 1590
143
+ 2026/08/21 17:32:28.836, 1, 0, 0, 3, 15360, 68, 15.21, 300
opt9_uticket_prune/opt9_r5_p0.7_unbalanced.summary.json ADDED
@@ -0,0 +1,94 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "tag": "opt9_r5_p0.7_unbalanced",
3
+ "script": "opt9_uticket_prune.py",
4
+ "script_sha256_16": "c32d745a14d46fa6",
5
+ "hf_folder": "opt9_uticket_prune",
6
+ "priority": 1,
7
+ "note": "",
8
+ "phase": 7,
9
+ "n_phases": 10,
10
+ "command": [
11
+ "/usr/bin/python3",
12
+ "-m",
13
+ "torch.distributed.run",
14
+ "--standalone",
15
+ "--nproc_per_node=2",
16
+ "/kaggle/temp/snn_runs/scripts/opt9_uticket_prune.py",
17
+ "--epochs",
18
+ "100",
19
+ "--batch-size",
20
+ "32",
21
+ "--num-bins",
22
+ "16",
23
+ "--event-eval",
24
+ "--no-hf",
25
+ "--no-resume",
26
+ "--data-dir",
27
+ "/kaggle/temp/dvs128_data",
28
+ "--num-classes",
29
+ "11",
30
+ "--bench",
31
+ "--prune-rounds",
32
+ "5",
33
+ "--prune-rate",
34
+ "0.7",
35
+ "--no-balance"
36
+ ],
37
+ "flags": [
38
+ "--prune-rounds",
39
+ "5",
40
+ "--prune-rate",
41
+ "0.7",
42
+ "--no-balance"
43
+ ],
44
+ "epochs_requested": 100,
45
+ "epochs_completed": 100,
46
+ "batch_size_per_gpu": 32,
47
+ "num_bins_T": 16,
48
+ "gpus": 2,
49
+ "amp": false,
50
+ "exit_code": 0,
51
+ "status": "ok",
52
+ "duration_s": 355.1,
53
+ "sec_per_epoch": 3.55,
54
+ "started_utc": "2026-08-21T17:26:34.191002+00:00",
55
+ "finished_utc": "2026-08-21T17:32:29.246242+00:00",
56
+ "final_epoch_metrics": {
57
+ "epoch": 100,
58
+ "train_loss": 2.6585895634052035,
59
+ "train_acc": 0.22676579925650558,
60
+ "test_loss": 2.1917483445369834,
61
+ "test_acc": 0.3181818181818182,
62
+ "best_acc": 0.8939393939393939,
63
+ "spike_rates": [
64
+ 0.020928531227742925,
65
+ 0.02917420053306748,
66
+ 0.03868731133201543,
67
+ 0.07504677904002807,
68
+ 0.06565991569967831
69
+ ],
70
+ "spikes_per_sample": 105158.84926470589,
71
+ "wall_time_s": 2.160187244415283,
72
+ "timestamp": "2026-08-21T17:32:19.526189+00:00",
73
+ "uticket_global_sparsity": 0.9975705479962258,
74
+ "uticket_latency_proxy": 41,
75
+ "uticket_work": 3131,
76
+ "uticket_rounds_done": 5
77
+ },
78
+ "best": {
79
+ "epoch": 46,
80
+ "test_acc": 0.8939393939393939
81
+ },
82
+ "event_driven": {
83
+ "event_driven_test_acc": 0.3181818181818182,
84
+ "synaptic_ops_per_inference": 70711510.91319445
85
+ },
86
+ "driver_version": 1,
87
+ "zip": {
88
+ "name": "opt9_r5_p0.7_unbalanced.zip",
89
+ "files": 312,
90
+ "bytes": 1519555233,
91
+ "MB": 1519.6,
92
+ "sha256": "35d5bb92b70eee160a570bd4a5063c6f4af113a542af2f00c6b006bbbf9dc689"
93
+ }
94
+ }
opt9_uticket_prune/opt9_r5_p0.7_unbalanced.zip ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:35d5bb92b70eee160a570bd4a5063c6f4af113a542af2f00c6b006bbbf9dc689
3
+ size 1519555233