add run opt5_bitpack_reg5e-3
Browse files- opt5_spkconv_bitpack/opt5_bitpack_reg5e-3.epochs.csv +101 -0
- opt5_spkconv_bitpack/opt5_bitpack_reg5e-3.epochs.jsonl +100 -0
- opt5_spkconv_bitpack/opt5_bitpack_reg5e-3.gpu_telemetry.csv +151 -0
- opt5_spkconv_bitpack/opt5_bitpack_reg5e-3.summary.json +86 -0
- opt5_spkconv_bitpack/opt5_bitpack_reg5e-3.zip +3 -0
opt5_spkconv_bitpack/opt5_bitpack_reg5e-3.epochs.csv
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| 1 |
+
tag,script,script_sha256_16,phase,priority,flags,note,gpus,amp,batch_size_per_gpu,num_bins_T,epochs_requested,epoch,train_loss,train_acc,test_loss,test_acc,best_acc,spikes_per_sample,wall_time_s,cum_wall_time_s,timestamp,spk_rate_l0,spk_rate_l1,spk_rate_l2,spk_rate_l3,spk_rate_l4,spk_rate_mean,spike_rates_json,gpu_samples,gpu_power_w_mean,energy_wh,gpu_util_pct_mean,gpu_mem_mb_peak
|
| 2 |
+
opt5_bitpack_reg5e-3,opt5_spkconv_bitpack.py,b51deb6b2fb1ccc1,9,2,--spkconv-eval --spike-reg 5e-3,very sparse,2,False,32,16,100,1,2.399879492791612,0.4516728624535316,3.183848843430028,0.36742424242424243,0.36742424242424243,451530.9762443439,2.7794363498687744,2.8,2026-08-21T21:55:08.441619+00:00,0.09878081214778564,0.13062570112593033,0.15647654936594121,0.18161331906038172,0.18609981677111456,0.150719,"[0.09878081214778564, 0.13062570112593033, 0.15647654936594121, 0.18161331906038172, 0.18609981677111456]",,,,,
|
| 3 |
+
opt5_bitpack_reg5e-3,opt5_spkconv_bitpack.py,b51deb6b2fb1ccc1,9,2,--spkconv-eval --spike-reg 5e-3,very sparse,2,False,32,16,100,2,1.7258626457483794,0.5315985130111525,1.8185951493003152,0.5113636363636364,0.5113636363636364,479061.8984728507,2.3229243755340576,5.1,2026-08-21T21:55:10.795774+00:00,0.10495454861837275,0.14141717290177064,0.16303607909118428,0.18047809074906743,0.18333214170792522,0.154644,"[0.10495454861837275, 0.14141717290177064, 0.16303607909118428, 0.18047809074906743, 0.18333214170792522]",1,112.58,0.07264,96.0,5410.0
|
| 4 |
+
opt5_bitpack_reg5e-3,opt5_spkconv_bitpack.py,b51deb6b2fb1ccc1,9,2,--spkconv-eval --spike-reg 5e-3,very sparse,2,False,32,16,100,3,1.5328567214171682,0.5669144981412639,1.549686439109571,0.5416666666666666,0.5416666666666666,489382.2145079185,2.327971935272217,7.4,2026-08-21T21:55:13.163754+00:00,0.11306170900078381,0.13802912217729232,0.159891937585438,0.17021168593098135,0.16693862659089706,0.149627,"[0.11306170900078381, 0.13802912217729232, 0.159891937585438, 0.17021168593098135, 0.16693862659089706]",,,,,
|
| 5 |
+
opt5_bitpack_reg5e-3,opt5_spkconv_bitpack.py,b51deb6b2fb1ccc1,9,2,--spkconv-eval --spike-reg 5e-3,very sparse,2,False,32,16,100,4,1.4691008218602177,0.5947955390334573,1.2542198101679485,0.5681818181818182,0.5681818181818182,498507.79044117645,2.324418306350708,9.8,2026-08-21T21:55:15.520398+00:00,0.11605545527794782,0.13821500627433553,0.1627663750858868,0.17822235209100387,0.17820353104787715,0.154693,"[0.11605545527794782, 0.13821500627433553, 0.1627663750858868, 0.17822235209100387, 0.17820353104787715]",1,135.66,0.08759,99.0,5410.0
|
| 6 |
+
opt5_bitpack_reg5e-3,opt5_spkconv_bitpack.py,b51deb6b2fb1ccc1,9,2,--spkconv-eval --spike-reg 5e-3,very sparse,2,False,32,16,100,5,1.409295998541396,0.5780669144981413,1.1281530820962153,0.5833333333333334,0.5833333333333334,495139.3800904978,2.332808494567871,12.1,2026-08-21T21:55:17.883818+00:00,0.11415048600996242,0.13854682620833902,0.1612935408073313,0.1856426815776264,0.18736543287249172,0.1574,"[0.11415048600996242, 0.13854682620833902, 0.1612935408073313, 0.1856426815776264, 0.18736543287249172]",,,,,
|
| 7 |
+
opt5_bitpack_reg5e-3,opt5_spkconv_bitpack.py,b51deb6b2fb1ccc1,9,2,--spkconv-eval --spike-reg 5e-3,very sparse,2,False,32,16,100,6,1.3022672695741335,0.6394052044609665,1.2484995162848271,0.6060606060606061,0.6060606060606061,490931.82225678733,2.332275390625,14.4,2026-08-21T21:55:20.249707+00:00,0.11268859444295659,0.13961300253868103,0.15867336182033315,0.17946788142709172,0.17846465724356034,0.153781,"[0.11268859444295659, 0.13961300253868103, 0.15867336182033315, 0.17946788142709172, 0.17846465724356034]",1,142.89,0.09257,97.0,5410.0
|
| 8 |
+
opt5_bitpack_reg5e-3,opt5_spkconv_bitpack.py,b51deb6b2fb1ccc1,9,2,--spkconv-eval --spike-reg 5e-3,very sparse,2,False,32,16,100,7,1.3653005950956096,0.5966542750929368,0.9606319449164651,0.6590909090909091,0.6590909090909091,493706.57055995474,2.3397152423858643,16.8,2026-08-21T21:55:22.622549+00:00,0.11308388455825694,0.14180252218947692,0.15835208401960485,0.17853987129295573,0.17102762004908392,0.152561,"[0.11308388455825694, 0.14180252218947692, 0.15835208401960485, 0.17853987129295573, 0.17102762004908392]",,,,,
|
| 9 |
+
opt5_bitpack_reg5e-3,opt5_spkconv_bitpack.py,b51deb6b2fb1ccc1,9,2,--spkconv-eval --spike-reg 5e-3,very sparse,2,False,32,16,100,8,1.3022895648133799,0.6096654275092936,0.919121776566361,0.6363636363636364,0.6590909090909091,509194.7847850679,2.342003583908081,19.1,2026-08-21T21:55:24.994605+00:00,0.11786310725352343,0.14462140377830057,0.16133583556203282,0.185790759675643,0.17066717410788818,0.156056,"[0.11786310725352343, 0.14462140377830057, 0.16133583556203282, 0.185790759675643, 0.17066717410788818]",,,,,
|
| 10 |
+
opt5_bitpack_reg5e-3,opt5_spkconv_bitpack.py,b51deb6b2fb1ccc1,9,2,--spkconv-eval --spike-reg 5e-3,very sparse,2,False,32,16,100,9,1.3252367583349292,0.6338289962825279,1.1167112336014255,0.6363636363636364,0.6590909090909091,526912.3404977375,2.353161096572876,21.5,2026-08-21T21:55:27.372039+00:00,0.12404818745220408,0.1500394484576057,0.16128896527430592,0.1784203744986478,0.1771437183899038,0.158188,"[0.12404818745220408, 0.1500394484576057, 0.16128896527430592, 0.1784203744986478, 0.1771437183899038]",,,,,
|
| 11 |
+
opt5_bitpack_reg5e-3,opt5_spkconv_bitpack.py,b51deb6b2fb1ccc1,9,2,--spkconv-eval --spike-reg 5e-3,very sparse,2,False,32,16,100,10,1.2830543708624007,0.6301115241635687,1.1126724011970288,0.5984848484848485,0.6590909090909091,520673.51258484164,2.346623659133911,23.8,2026-08-21T21:55:29.743755+00:00,0.12134889995350558,0.14771129366229563,0.1659935598864275,0.17393839359283447,0.17494526242508607,0.156787,"[0.12134889995350558, 0.14771129366229563, 0.1659935598864275, 0.17393839359283447, 0.17494526242508607]",,,,,
|
| 12 |
+
opt5_bitpack_reg5e-3,opt5_spkconv_bitpack.py,b51deb6b2fb1ccc1,9,2,--spkconv-eval --spike-reg 5e-3,very sparse,2,False,32,16,100,11,1.2479248162095875,0.6263940520446096,0.8266616861025492,0.6856060606060606,0.6856060606060606,506791.6773190045,2.348236322402954,26.1,2026-08-21T21:55:32.118664+00:00,0.11707845899988623,0.1454573326251086,0.16275731079718647,0.16806475467541637,0.16372842999065623,0.151417,"[0.11707845899988623, 0.1454573326251086, 0.16275731079718647, 0.16806475467541637, 0.16372842999065623]",1,141.1,0.09204,96.0,5410.0
|
| 13 |
+
opt5_bitpack_reg5e-3,opt5_spkconv_bitpack.py,b51deb6b2fb1ccc1,9,2,--spkconv-eval --spike-reg 5e-3,very sparse,2,False,32,16,100,12,1.2293611893423428,0.6282527881040892,0.7217305718046246,0.6590909090909091,0.6856060606060606,488888.73062782804,2.360647439956665,28.5,2026-08-21T21:55:34.513403+00:00,0.11245158884455175,0.14279689157710357,0.1543775770594092,0.16090606678934657,0.15404008241260753,0.144914,"[0.11245158884455175, 0.14279689157710357, 0.1543775770594092, 0.16090606678934657, 0.15404008241260753]",,,,,
|
| 14 |
+
opt5_bitpack_reg5e-3,opt5_spkconv_bitpack.py,b51deb6b2fb1ccc1,9,2,--spkconv-eval --spike-reg 5e-3,very sparse,2,False,32,16,100,13,1.213435968058703,0.6617100371747212,0.8920707106590271,0.6477272727272727,0.6856060606060606,479258.5868212669,2.348987579345703,30.9,2026-08-21T21:55:36.887306+00:00,0.11147189973031774,0.13944918180213256,0.14702403808341308,0.1591025380527272,0.1573103657540153,0.142872,"[0.11147189973031774, 0.13944918180213256, 0.14702403808341308, 0.1591025380527272, 0.1573103657540153]",1,131.55,0.08584,96.5,5410.0
|
| 15 |
+
opt5_bitpack_reg5e-3,opt5_spkconv_bitpack.py,b51deb6b2fb1ccc1,9,2,--spkconv-eval --spike-reg 5e-3,very sparse,2,False,32,16,100,14,1.1606944214455701,0.6914498141263941,1.0137874249256018,0.6439393939393939,0.6856060606060606,469855.08031674207,2.365110397338867,33.2,2026-08-21T21:55:39.277127+00:00,0.10910094047293943,0.13870788847698884,0.14128103939925923,0.1545004187261357,0.15313848502495708,0.139346,"[0.10910094047293943, 0.13870788847698884, 0.14128103939925923, 0.1545004187261357, 0.15313848502495708]",,,,,
|
| 16 |
+
opt5_bitpack_reg5e-3,opt5_spkconv_bitpack.py,b51deb6b2fb1ccc1,9,2,--spkconv-eval --spike-reg 5e-3,very sparse,2,False,32,16,100,15,1.096344234331833,0.7472118959107806,0.8567192482225823,0.678030303030303,0.6856060606060606,456089.3758484163,2.3516478538513184,35.6,2026-08-21T21:55:41.656456+00:00,0.1025661826133728,0.13666796947226806,0.14457449579940124,0.15700427486616023,0.1557149764369516,0.139306,"[0.1025661826133728, 0.13666796947226806, 0.14457449579940124, 0.15700427486616023, 0.1557149764369516]",2,65.63,0.04287,96.0,2705.0
|
| 17 |
+
opt5_bitpack_reg5e-3,opt5_spkconv_bitpack.py,b51deb6b2fb1ccc1,9,2,--spkconv-eval --spike-reg 5e-3,very sparse,2,False,32,16,100,16,1.1590031070780134,0.7007434944237918,0.736130649393255,0.696969696969697,0.696969696969697,445008.55161199096,2.342846155166626,37.9,2026-08-21T21:55:44.023618+00:00,0.09778620083542432,0.13733142439056845,0.14240381472250996,0.1527263118940241,0.14864147410673254,0.135778,"[0.09778620083542432, 0.13733142439056845, 0.14240381472250996, 0.1527263118940241, 0.14864147410673254]",,,,,
|
| 18 |
+
opt5_bitpack_reg5e-3,opt5_spkconv_bitpack.py,b51deb6b2fb1ccc1,9,2,--spkconv-eval --spike-reg 5e-3,very sparse,2,False,32,16,100,17,1.1512143997454731,0.7044609665427509,0.9326654997738925,0.6553030303030303,0.696969696969697,449904.9756787331,2.341496229171753,40.3,2026-08-21T21:55:46.396078+00:00,0.0982100455199971,0.1392176116214079,0.1464707018697963,0.15238222304512472,0.14200555839959314,0.135657,"[0.0982100455199971, 0.1392176116214079, 0.1464707018697963, 0.15238222304512472, 0.14200555839959314]",1,141.26,0.09188,97.0,5410.0
|
| 19 |
+
opt5_bitpack_reg5e-3,opt5_spkconv_bitpack.py,b51deb6b2fb1ccc1,9,2,--spkconv-eval --spike-reg 5e-3,very sparse,2,False,32,16,100,18,1.1611278690813198,0.7044609665427509,1.0786508935870547,0.6553030303030303,0.696969696969697,448862.49109162897,2.339552640914917,42.6,2026-08-21T21:55:48.761869+00:00,0.10078331346020979,0.13321220348863042,0.14435647515689626,0.15921538892914266,0.15037660914308884,0.137589,"[0.10078331346020979, 0.13321220348863042, 0.14435647515689626, 0.15921538892914266, 0.15037660914308884]",,,,,
|
| 20 |
+
opt5_bitpack_reg5e-3,opt5_spkconv_bitpack.py,b51deb6b2fb1ccc1,9,2,--spkconv-eval --spike-reg 5e-3,very sparse,2,False,32,16,100,19,1.0935555714213716,0.7286245353159851,0.9092486825856295,0.696969696969697,0.696969696969697,460378.4379242081,2.343195915222168,44.9,2026-08-21T21:55:51.130926+00:00,0.1043359786272049,0.13687575389357173,0.14529961785849402,0.15731445831411026,0.14777652218061335,0.13832,"[0.1043359786272049, 0.13687575389357173, 0.14529961785849402, 0.15731445831411026, 0.14777652218061335]",1,113.84,0.0741,98.5,5410.0
|
| 21 |
+
opt5_bitpack_reg5e-3,opt5_spkconv_bitpack.py,b51deb6b2fb1ccc1,9,2,--spkconv-eval --spike-reg 5e-3,very sparse,2,False,32,16,100,20,1.0533004095120058,0.7472118959107806,0.7980799277623495,0.7348484848484849,0.7348484848484849,458271.02163461543,2.343343496322632,47.3,2026-08-21T21:55:53.508005+00:00,0.10088004829252467,0.14143229056807124,0.14604002763243282,0.15697168865624597,0.15016788857824662,0.139098,"[0.10088004829252467, 0.14143229056807124, 0.14604002763243282, 0.15697168865624597, 0.15016788857824662]",,,,,
|
| 22 |
+
opt5_bitpack_reg5e-3,opt5_spkconv_bitpack.py,b51deb6b2fb1ccc1,9,2,--spkconv-eval --spike-reg 5e-3,very sparse,2,False,32,16,100,21,1.1019676250152872,0.7007434944237918,1.011341069683884,0.6553030303030303,0.7348484848484849,460314.7845022625,2.3389148712158203,49.6,2026-08-21T21:55:55.877134+00:00,0.1045360977158827,0.1380071850383983,0.14206559254842646,0.1567460579030654,0.15985841084929073,0.140243,"[0.1045360977158827, 0.1380071850383983, 0.14206559254842646, 0.1567460579030654, 0.15985841084929073]",,,,,
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| 23 |
+
opt5_bitpack_reg5e-3,opt5_spkconv_bitpack.py,b51deb6b2fb1ccc1,9,2,--spkconv-eval --spike-reg 5e-3,very sparse,2,False,32,16,100,22,0.987610842437106,0.7862453531598513,0.6981417482549493,0.7045454545454546,0.7348484848484849,453546.01414027147,2.3376710414886475,52.0,2026-08-21T21:55:58.241019+00:00,0.10360542071216247,0.13452092076049132,0.13957012839177074,0.15739182163687312,0.16756206224946416,0.14053,"[0.10360542071216247, 0.13452092076049132, 0.13957012839177074, 0.15739182163687312, 0.16756206224946416]",1,128.03,0.08314,90.5,5410.0
|
| 24 |
+
opt5_bitpack_reg5e-3,opt5_spkconv_bitpack.py,b51deb6b2fb1ccc1,9,2,--spkconv-eval --spike-reg 5e-3,very sparse,2,False,32,16,100,23,1.030660876111027,0.741635687732342,0.6920771129203566,0.7462121212121212,0.7462121212121212,445764.95093325793,2.329136610031128,54.3,2026-08-21T21:56:00.595640+00:00,0.1020542282391997,0.1327554644907222,0.13602934514774995,0.15153341170619516,0.16136896171990564,0.136748,"[0.1020542282391997, 0.1327554644907222, 0.13602934514774995, 0.15153341170619516, 0.16136896171990564]",,,,,
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| 25 |
+
opt5_bitpack_reg5e-3,opt5_spkconv_bitpack.py,b51deb6b2fb1ccc1,9,2,--spkconv-eval --spike-reg 5e-3,very sparse,2,False,32,16,100,24,0.9756086373417794,0.7936802973977695,0.9409575209473119,0.6893939393939394,0.7462121212121212,446287.95475113124,2.342958450317383,56.6,2026-08-21T21:56:02.968771+00:00,0.10092481970787048,0.13474338370210984,0.13718611177276163,0.15318673586144166,0.15930377735811121,0.137069,"[0.10092481970787048, 0.13474338370210984, 0.13718611177276163, 0.15318673586144166, 0.15930377735811121]",1,133.45,0.08685,96.5,5410.0
|
| 26 |
+
opt5_bitpack_reg5e-3,opt5_spkconv_bitpack.py,b51deb6b2fb1ccc1,9,2,--spkconv-eval --spike-reg 5e-3,very sparse,2,False,32,16,100,25,1.0602854029396653,0.7509293680297398,0.7974323070410526,0.7424242424242424,0.7462121212121212,443005.54086538457,2.3374903202056885,59.0,2026-08-21T21:56:05.333123+00:00,0.09952258713105146,0.1344007595497019,0.1372764452415354,0.15328715829288259,0.15406103695140166,0.13571,"[0.09952258713105146, 0.1344007595497019, 0.1372764452415354, 0.15328715829288259, 0.15406103695140166]",,,,,
|
| 27 |
+
opt5_bitpack_reg5e-3,opt5_spkconv_bitpack.py,b51deb6b2fb1ccc1,9,2,--spkconv-eval --spike-reg 5e-3,very sparse,2,False,32,16,100,26,1.0055023480525247,0.7639405204460966,0.6925466963739106,0.7462121212121212,0.7462121212121212,433757.38348416286,2.3282909393310547,61.3,2026-08-21T21:56:07.687563+00:00,0.09887110047480639,0.12939403074629166,0.1326239056446973,0.15207000953309677,0.15009323463720434,0.13261,"[0.09887110047480639, 0.12939403074629166, 0.1326239056446973, 0.15207000953309677, 0.15009323463720434]",1,134.89,0.08724,96.5,5410.0
|
| 28 |
+
opt5_bitpack_reg5e-3,opt5_spkconv_bitpack.py,b51deb6b2fb1ccc1,9,2,--spkconv-eval --spike-reg 5e-3,very sparse,2,False,32,16,100,27,0.9884194587686248,0.8029739776951673,1.2450731739853367,0.5984848484848485,0.7462121212121212,438794.9399038462,2.34450101852417,63.6,2026-08-21T21:56:10.056747+00:00,0.09935429692268372,0.13405498073381536,0.1313515577246161,0.15068331623778625,0.14847376592019024,0.132784,"[0.09935429692268372, 0.13405498073381536, 0.1313515577246161, 0.15068331623778625, 0.14847376592019024]",,,,,
|
| 29 |
+
opt5_bitpack_reg5e-3,opt5_spkconv_bitpack.py,b51deb6b2fb1ccc1,9,2,--spkconv-eval --spike-reg 5e-3,very sparse,2,False,32,16,100,28,1.023163189675285,0.7434944237918215,0.9011481566862627,0.6666666666666666,0.7462121212121212,436920.2481617647,2.327798843383789,66.0,2026-08-21T21:56:12.411843+00:00,0.0996547446531408,0.132397497401518,0.1309596414075178,0.14643147675430074,0.14808782584526958,0.131506,"[0.0996547446531408, 0.132397497401518, 0.1309596414075178, 0.14643147675430074, 0.14808782584526958]",1,137.58,0.08896,95.0,5410.0
|
| 30 |
+
opt5_bitpack_reg5e-3,opt5_spkconv_bitpack.py,b51deb6b2fb1ccc1,9,2,--spkconv-eval --spike-reg 5e-3,very sparse,2,False,32,16,100,29,1.0244271748571148,0.7565055762081785,0.806795111208251,0.6931818181818182,0.7462121212121212,436832.67604638013,2.324216365814209,68.3,2026-08-21T21:56:14.759653+00:00,0.09878487359074985,0.1339256456669639,0.13037949975799112,0.1493727775181041,0.15424579995519974,0.133342,"[0.09878487359074985, 0.1339256456669639, 0.13037949975799112, 0.1493727775181041, 0.15424579995519974]",,,,,
|
| 31 |
+
opt5_bitpack_reg5e-3,opt5_spkconv_bitpack.py,b51deb6b2fb1ccc1,9,2,--spkconv-eval --spike-reg 5e-3,very sparse,2,False,32,16,100,30,0.9623861561034248,0.7788104089219331,0.63788395578211,0.7537878787878788,0.7537878787878788,429096.162188914,2.326997756958008,70.6,2026-08-21T21:56:17.112464+00:00,0.09568435304305133,0.13217853185008555,0.13049999668317683,0.15292755908825817,0.16248218013959773,0.134755,"[0.09568435304305133, 0.13217853185008555, 0.13049999668317683, 0.15292755908825817, 0.16248218013959773]",1,134.83,0.08715,97.0,5410.0
|
| 32 |
+
opt5_bitpack_reg5e-3,opt5_spkconv_bitpack.py,b51deb6b2fb1ccc1,9,2,--spkconv-eval --spike-reg 5e-3,very sparse,2,False,32,16,100,31,0.9648312831013619,0.79182156133829,0.6459517271229716,0.7537878787878788,0.7537878787878788,436439.54454185517,2.3235092163085938,72.9,2026-08-21T21:56:19.468398+00:00,0.10055537215050529,0.13118684905416825,0.12864736073157368,0.14679299294948578,0.15550979358308456,0.132538,"[0.10055537215050529, 0.13118684905416825, 0.12864736073157368, 0.14679299294948578, 0.15550979358308456]",,,,,
|
| 33 |
+
opt5_bitpack_reg5e-3,opt5_spkconv_bitpack.py,b51deb6b2fb1ccc1,9,2,--spkconv-eval --spike-reg 5e-3,very sparse,2,False,32,16,100,32,0.9420383694446663,0.7955390334572491,0.6318148121689305,0.7424242424242424,0.7537878787878788,432505.3421945701,2.3343517780303955,75.3,2026-08-21T21:56:21.828120+00:00,0.09921174584066167,0.13037285384009867,0.12788679494577296,0.14788311106317184,0.15465883998309865,0.132003,"[0.09921174584066167, 0.13037285384009867, 0.12788679494577296, 0.14788311106317184, 0.15465883998309865]",1,141.6,0.09182,96.0,5410.0
|
| 34 |
+
opt5_bitpack_reg5e-3,opt5_spkconv_bitpack.py,b51deb6b2fb1ccc1,9,2,--spkconv-eval --spike-reg 5e-3,very sparse,2,False,32,16,100,33,0.9577768535862182,0.8104089219330854,1.0835055221210828,0.6439393939393939,0.7537878787878788,428372.70941742085,2.3355212211608887,77.6,2026-08-21T21:56:24.190253+00:00,0.09833624126280055,0.12901399416082046,0.12679743372342167,0.14572621619000153,0.15240264552481034,0.130455,"[0.09833624126280055, 0.12901399416082046, 0.12679743372342167, 0.14572621619000153, 0.15240264552481034]",,,,,
|
| 35 |
+
opt5_bitpack_reg5e-3,opt5_spkconv_bitpack.py,b51deb6b2fb1ccc1,9,2,--spkconv-eval --spike-reg 5e-3,very sparse,2,False,32,16,100,34,0.956022249721683,0.8029739776951673,0.8368539394754352,0.7159090909090909,0.7537878787878788,429697.0603789593,2.329320192337036,79.9,2026-08-21T21:56:26.544552+00:00,0.09816585174378227,0.13003681074170506,0.12780188769102097,0.1463717362459968,0.1523292336393805,0.130941,"[0.09816585174378227, 0.13003681074170506, 0.12780188769102097, 0.1463717362459968, 0.1523292336393805]",1,103.51,0.06697,90.5,5410.0
|
| 36 |
+
opt5_bitpack_reg5e-3,opt5_spkconv_bitpack.py,b51deb6b2fb1ccc1,9,2,--spkconv-eval --spike-reg 5e-3,very sparse,2,False,32,16,100,35,0.9490713707576454,0.8122676579925651,0.9020788236097856,0.7007575757575758,0.7537878787878788,432377.347709276,2.338385581970215,82.3,2026-08-21T21:56:28.908805+00:00,0.10038127048927195,0.12767533125246272,0.12770556789987228,0.15022356720531688,0.15911884255268993,0.133021,"[0.10038127048927195, 0.12767533125246272, 0.12770556789987228, 0.15022356720531688, 0.15911884255268993]",,,,,
|
| 37 |
+
opt5_bitpack_reg5e-3,opt5_spkconv_bitpack.py,b51deb6b2fb1ccc1,9,2,--spkconv-eval --spike-reg 5e-3,very sparse,2,False,32,16,100,36,0.9287733231778481,0.8178438661710037,0.5304982761542002,0.7878787878787878,0.7878787878787878,428629.8037330317,2.3326189517974854,84.6,2026-08-21T21:56:31.266239+00:00,0.0970991280149011,0.12806118717964957,0.13234505495604346,0.15279092332896063,0.15461404796908884,0.132982,"[0.0970991280149011, 0.12806118717964957, 0.13234505495604346, 0.15279092332896063, 0.15461404796908884]",1,144.83,0.09384,97.0,5410.0
|
| 38 |
+
opt5_bitpack_reg5e-3,opt5_spkconv_bitpack.py,b51deb6b2fb1ccc1,9,2,--spkconv-eval --spike-reg 5e-3,very sparse,2,False,32,16,100,37,0.8972251740973235,0.8420074349442379,0.627132034662998,0.7234848484848485,0.7878787878787878,422891.48684954754,2.334306240081787,87.0,2026-08-21T21:56:33.646512+00:00,0.09539409858338974,0.12699117555337794,0.13219765179297505,0.14594490124898798,0.14646913374171538,0.129399,"[0.09539409858338974, 0.12699117555337794, 0.13219765179297505, 0.14594490124898798, 0.14646913374171538]",,,,,
|
| 39 |
+
opt5_bitpack_reg5e-3,opt5_spkconv_bitpack.py,b51deb6b2fb1ccc1,9,2,--spkconv-eval --spike-reg 5e-3,very sparse,2,False,32,16,100,38,0.9205852547542757,0.828996282527881,0.5359305278821425,0.7878787878787878,0.7878787878787878,418871.5666006787,2.3364615440368652,89.3,2026-08-21T21:56:36.008837+00:00,0.09465439179364372,0.1253432149396223,0.13126469797947826,0.1442765374394024,0.1424497550024706,0.127598,"[0.09465439179364372, 0.1253432149396223, 0.13126469797947826, 0.1442765374394024, 0.1424497550024706]",1,152.01,0.09866,96.5,5410.0
|
| 40 |
+
opt5_bitpack_reg5e-3,opt5_spkconv_bitpack.py,b51deb6b2fb1ccc1,9,2,--spkconv-eval --spike-reg 5e-3,very sparse,2,False,32,16,100,39,0.8736257358111413,0.8420074349442379,0.40700323834563745,0.8446969696969697,0.8446969696969697,403988.5875282805,2.338474988937378,91.6,2026-08-21T21:56:38.371949+00:00,0.08930934483514112,0.12526142684852376,0.12529384563950932,0.14079919983358943,0.14237428938641267,0.124608,"[0.08930934483514112, 0.12526142684852376, 0.12529384563950932, 0.14079919983358943, 0.14237428938641267]",,,,,
|
| 41 |
+
opt5_bitpack_reg5e-3,opt5_spkconv_bitpack.py,b51deb6b2fb1ccc1,9,2,--spkconv-eval --spike-reg 5e-3,very sparse,2,False,32,16,100,40,0.8454122197672337,0.8680297397769516,0.5052333438035214,0.8333333333333334,0.8446969696969697,402814.3368212669,2.35286545753479,94.0,2026-08-21T21:56:40.762048+00:00,0.08688737802645739,0.12589356741484473,0.1303421749788172,0.14537995352464564,0.14156767901252298,0.126014,"[0.08688737802645739, 0.12589356741484473, 0.1303421749788172, 0.14537995352464564, 0.14156767901252298]",,,,,
|
| 42 |
+
opt5_bitpack_reg5e-3,opt5_spkconv_bitpack.py,b51deb6b2fb1ccc1,9,2,--spkconv-eval --spike-reg 5e-3,very sparse,2,False,32,16,100,41,0.8121200228269215,0.8921933085501859,0.5378280661322854,0.8484848484848485,0.8484848484848485,398606.1917420815,2.34416127204895,96.3,2026-08-21T21:56:43.134661+00:00,0.08644413027693243,0.12320205569267273,0.12989642514902003,0.14365248908014858,0.14216534442761364,0.125072,"[0.08644413027693243, 0.12320205569267273, 0.12989642514902003, 0.14365248908014858, 0.14216534442761364]",1,129.48,0.08431,96.0,5410.0
|
| 43 |
+
opt5_bitpack_reg5e-3,opt5_spkconv_bitpack.py,b51deb6b2fb1ccc1,9,2,--spkconv-eval --spike-reg 5e-3,very sparse,2,False,32,16,100,42,0.8381218085944874,0.8773234200743495,0.9451069597041968,0.6856060606060606,0.8484848484848485,405066.41911764705,2.338850259780884,98.7,2026-08-21T21:56:45.509109+00:00,0.09041749948964399,0.1226054500131046,0.12791693868005977,0.14212902766816757,0.14105804615161,0.124825,"[0.09041749948964399, 0.1226054500131046, 0.12791693868005977, 0.14212902766816757, 0.14105804615161]",,,,,
|
| 44 |
+
opt5_bitpack_reg5e-3,opt5_spkconv_bitpack.py,b51deb6b2fb1ccc1,9,2,--spkconv-eval --spike-reg 5e-3,very sparse,2,False,32,16,100,43,0.8009463548660278,0.8903345724907064,0.5039857662085331,0.8333333333333334,0.8484848484848485,405495.3365384615,2.3502769470214844,101.0,2026-08-21T21:56:47.884730+00:00,0.0920879437642939,0.1212104865733315,0.12580808164442286,0.13830636091092052,0.1403362742241691,0.12355,"[0.0920879437642939, 0.1212104865733315, 0.12580808164442286, 0.13830636091092052, 0.1403362742241691]",1,128.5,0.08389,97.0,5410.0
|
| 45 |
+
opt5_bitpack_reg5e-3,opt5_spkconv_bitpack.py,b51deb6b2fb1ccc1,9,2,--spkconv-eval --spike-reg 5e-3,very sparse,2,False,32,16,100,44,0.7783005228716201,0.9237918215613383,0.3554139426260283,0.8901515151515151,0.8901515151515151,403455.0077771493,2.351522207260132,103.4,2026-08-21T21:56:50.261429+00:00,0.0908427028095021,0.1218548504745259,0.12519393072408788,0.13978272851775675,0.14332005819853613,0.124199,"[0.0908427028095021, 0.1218548504745259, 0.12519393072408788, 0.13978272851775675, 0.14332005819853613]",,,,,
|
| 46 |
+
opt5_bitpack_reg5e-3,opt5_spkconv_bitpack.py,b51deb6b2fb1ccc1,9,2,--spkconv-eval --spike-reg 5e-3,very sparse,2,False,32,16,100,45,0.7831392837722948,0.9014869888475836,0.5651960210366682,0.8371212121212122,0.8901515151515151,400447.0863970588,2.340782403945923,105.7,2026-08-21T21:56:52.637335+00:00,0.08963624256498673,0.12266882552820094,0.12284873688922208,0.1390848720774931,0.14206074178218842,0.12326,"[0.08963624256498673, 0.12266882552820094, 0.12284873688922208, 0.1390848720774931, 0.14206074178218842]",1,133.31,0.08668,96.5,5410.0
|
| 47 |
+
opt5_bitpack_reg5e-3,opt5_spkconv_bitpack.py,b51deb6b2fb1ccc1,9,2,--spkconv-eval --spike-reg 5e-3,very sparse,2,False,32,16,100,46,0.7885643064311003,0.9052044609665427,0.6025857528050741,0.7689393939393939,0.8901515151515151,405440.9339649321,2.344761371612549,108.1,2026-08-21T21:56:55.006815+00:00,0.09067583084106445,0.12493664289222044,0.12322059536681455,0.1408430855063831,0.14330902783309712,0.124597,"[0.09067583084106445, 0.12493664289222044, 0.12322059536681455, 0.1408430855063831, 0.14330902783309712]",,,,,
|
| 48 |
+
opt5_bitpack_reg5e-3,opt5_spkconv_bitpack.py,b51deb6b2fb1ccc1,9,2,--spkconv-eval --spike-reg 5e-3,very sparse,2,False,32,16,100,47,0.7793735808599394,0.9033457249070632,0.49589448354460974,0.8409090909090909,0.8901515151515151,389895.2819570136,2.3391196727752686,110.4,2026-08-21T21:56:57.372442+00:00,0.08608263511868085,0.12091052707503824,0.11966236987534691,0.14198939852854786,0.14626888843143687,0.122983,"[0.08608263511868085, 0.12091052707503824, 0.11966236987534691, 0.14198939852854786, 0.14626888843143687]",1,132.66,0.0862,96.0,5410.0
|
| 49 |
+
opt5_bitpack_reg5e-3,opt5_spkconv_bitpack.py,b51deb6b2fb1ccc1,9,2,--spkconv-eval --spike-reg 5e-3,very sparse,2,False,32,16,100,48,0.7537665878973042,0.9144981412639405,0.4084227608911919,0.8863636363636364,0.8901515151515151,388780.6906108597,2.3468401432037354,112.7,2026-08-21T21:56:59.744491+00:00,0.08646533375277239,0.1202438136234003,0.11839031033656176,0.1379741973736707,0.14309178029789643,0.121233,"[0.08646533375277239, 0.1202438136234003, 0.11839031033656176, 0.1379741973736707, 0.14309178029789643]",,,,,
|
| 50 |
+
opt5_bitpack_reg5e-3,opt5_spkconv_bitpack.py,b51deb6b2fb1ccc1,9,2,--spkconv-eval --spike-reg 5e-3,very sparse,2,False,32,16,100,49,0.7355797966616747,0.9330855018587361,0.36258235483458545,0.8901515151515151,0.8901515151515151,386669.8419117647,2.3472275733947754,115.1,2026-08-21T21:57:02.116778+00:00,0.08658944859224207,0.1181194444789606,0.1192675951649161,0.13342294447562275,0.14227543508305268,0.119935,"[0.08658944859224207, 0.1181194444789606, 0.1192675951649161, 0.13342294447562275, 0.14227543508305268]",1,116.92,0.07623,98.5,5410.0
|
| 51 |
+
opt5_bitpack_reg5e-3,opt5_spkconv_bitpack.py,b51deb6b2fb1ccc1,9,2,--spkconv-eval --spike-reg 5e-3,very sparse,2,False,32,16,100,50,0.7136232746578061,0.9460966542750929,0.44467765679865173,0.8598484848484849,0.8901515151515151,390001.6893382353,2.3507516384124756,117.4,2026-08-21T21:57:04.498693+00:00,0.08710427669917836,0.12099808498340495,0.11855700173798729,0.1306503678069395,0.13864265206982107,0.11919,"[0.08710427669917836, 0.12099808498340495, 0.11855700173798729, 0.1306503678069395, 0.13864265206982107]",,,,,
|
| 52 |
+
opt5_bitpack_reg5e-3,opt5_spkconv_bitpack.py,b51deb6b2fb1ccc1,9,2,--spkconv-eval --spike-reg 5e-3,very sparse,2,False,32,16,100,51,0.7090840084845249,0.9405204460966543,0.3523445996371182,0.9090909090909091,0.9090909090909091,397639.42830882355,2.3489151000976562,119.8,2026-08-21T21:57:06.875015+00:00,0.08904191807788961,0.12215353022603427,0.12238128001199049,0.13339911927195156,0.1383117577608894,0.121058,"[0.08904191807788961, 0.12215353022603427, 0.12238128001199049, 0.13339911927195156, 0.1383117577608894]",,,,,
|
| 53 |
+
opt5_bitpack_reg5e-3,opt5_spkconv_bitpack.py,b51deb6b2fb1ccc1,9,2,--spkconv-eval --spike-reg 5e-3,very sparse,2,False,32,16,100,52,0.6910401788785998,0.9423791821561338,0.563232626878854,0.8143939393939394,0.9090909090909091,391087.6491798642,2.3379933834075928,122.1,2026-08-21T21:57:09.243598+00:00,0.0877898006754763,0.11976993171607747,0.12006386018851224,0.13185938140925238,0.13701500173877268,0.1193,"[0.0877898006754763, 0.11976993171607747, 0.12006386018851224, 0.13185938140925238, 0.13701500173877268]",1,143.3,0.09307,89.5,5410.0
|
| 54 |
+
opt5_bitpack_reg5e-3,opt5_spkconv_bitpack.py,b51deb6b2fb1ccc1,9,2,--spkconv-eval --spike-reg 5e-3,very sparse,2,False,32,16,100,53,0.6970105439313725,0.9516728624535316,0.3790719545248783,0.9242424242424242,0.9242424242424242,386948.66657239816,2.3519818782806396,124.5,2026-08-21T21:57:11.622552+00:00,0.08716753870248795,0.11884937084773008,0.11639848395305522,0.13215439021587372,0.13890538320821874,0.118695,"[0.08716753870248795, 0.11884937084773008, 0.11639848395305522, 0.13215439021587372, 0.13890538320821874]",,,,,
|
| 55 |
+
opt5_bitpack_reg5e-3,opt5_spkconv_bitpack.py,b51deb6b2fb1ccc1,9,2,--spkconv-eval --spike-reg 5e-3,very sparse,2,False,32,16,100,54,0.6935326428218402,0.9553903345724907,0.33329579640518536,0.9204545454545454,0.9242424242424242,385403.91713800904,2.347184181213379,126.8,2026-08-21T21:57:14.001471+00:00,0.0875403955578804,0.11735865868189756,0.11654105651028016,0.12599756305708604,0.13494018684415257,0.116476,"[0.0875403955578804, 0.11735865868189756, 0.11654105651028016, 0.12599756305708604, 0.13494018684415257]",1,130.75,0.08525,97.0,5410.0
|
| 56 |
+
opt5_bitpack_reg5e-3,opt5_spkconv_bitpack.py,b51deb6b2fb1ccc1,9,2,--spkconv-eval --spike-reg 5e-3,very sparse,2,False,32,16,100,55,0.6958435423755291,0.9479553903345725,0.2898483443440813,0.9242424242424242,0.9242424242424242,387402.76230203616,2.3489115238189697,129.2,2026-08-21T21:57:16.376602+00:00,0.08846458354417015,0.11816945452900494,0.1154509121004273,0.12413716579184812,0.13807148354894974,0.116859,"[0.08846458354417015, 0.11816945452900494, 0.1154509121004273, 0.12413716579184812, 0.13807148354894974]",,,,,
|
| 57 |
+
opt5_bitpack_reg5e-3,opt5_spkconv_bitpack.py,b51deb6b2fb1ccc1,9,2,--spkconv-eval --spike-reg 5e-3,very sparse,2,False,32,16,100,56,0.6847668485127417,0.9516728624535316,0.35398918661204254,0.9166666666666666,0.9242424242424242,385572.79298642534,2.3441858291625977,131.5,2026-08-21T21:57:18.747249+00:00,0.08863662446246427,0.11743184003759832,0.11322117465383866,0.12237432116971296,0.1359542231349384,0.115524,"[0.08863662446246427, 0.11743184003759832, 0.11322117465383866, 0.12237432116971296, 0.1359542231349384]",1,128.4,0.08361,96.5,5410.0
|
| 58 |
+
opt5_bitpack_reg5e-3,opt5_spkconv_bitpack.py,b51deb6b2fb1ccc1,9,2,--spkconv-eval --spike-reg 5e-3,very sparse,2,False,32,16,100,57,0.668942450812315,0.9702602230483272,0.3523984226313504,0.8939393939393939,0.9242424242424242,380560.47992081445,2.345236301422119,133.9,2026-08-21T21:57:21.117948+00:00,0.08707336292547338,0.11589930162710302,0.11285764154265909,0.12281690932372037,0.13681254667394302,0.115092,"[0.08707336292547338, 0.11589930162710302, 0.11285764154265909, 0.12281690932372037, 0.13681254667394302]",,,,,
|
| 59 |
+
opt5_bitpack_reg5e-3,opt5_spkconv_bitpack.py,b51deb6b2fb1ccc1,9,2,--spkconv-eval --spike-reg 5e-3,very sparse,2,False,32,16,100,58,0.6585091919703998,0.9646840148698885,0.42100745484684454,0.9015151515151515,0.9242424242424242,381311.1305147059,2.3473944664001465,136.2,2026-08-21T21:57:23.489483+00:00,0.08815822706503026,0.11365329868653241,0.11451977184590172,0.12272368415313609,0.13324851498884313,0.114461,"[0.08815822706503026, 0.11365329868653241, 0.11451977184590172, 0.12272368415313609, 0.13324851498884313]",1,141.72,0.09241,96.5,5410.0
|
| 60 |
+
opt5_bitpack_reg5e-3,opt5_spkconv_bitpack.py,b51deb6b2fb1ccc1,9,2,--spkconv-eval --spike-reg 5e-3,very sparse,2,False,32,16,100,59,0.6744796418789151,0.9535315985130112,0.3999615347746647,0.8977272727272727,0.9242424242424242,381942.7867647059,2.3438823223114014,138.6,2026-08-21T21:57:25.859485+00:00,0.08851419301594005,0.11400431964327307,0.11370277229477377,0.12226214391343734,0.13395166221786947,0.114487,"[0.08851419301594005, 0.11400431964327307, 0.11370277229477377, 0.12226214391343734, 0.13395166221786947]",,,,,
|
| 61 |
+
opt5_bitpack_reg5e-3,opt5_spkconv_bitpack.py,b51deb6b2fb1ccc1,9,2,--spkconv-eval --spike-reg 5e-3,very sparse,2,False,32,16,100,60,0.6604359745979309,0.9684014869888475,0.4038156257434325,0.8977272727272727,0.9242424242424242,386101.11043552036,2.3449792861938477,140.9,2026-08-21T21:57:28.229471+00:00,0.08937924136133756,0.11551855679820566,0.11426108111353482,0.12580591089585247,0.1339691474157221,0.115787,"[0.08937924136133756, 0.11551855679820566, 0.11426108111353482, 0.12580591089585247, 0.1339691474157221]",1,131.45,0.08562,95.5,5410.0
|
| 62 |
+
opt5_bitpack_reg5e-3,opt5_spkconv_bitpack.py,b51deb6b2fb1ccc1,9,2,--spkconv-eval --spike-reg 5e-3,very sparse,2,False,32,16,100,61,0.6578216579323808,0.9646840148698885,0.3133282331806241,0.9204545454545454,0.9242424242424242,380447.0318156109,2.346435308456421,143.2,2026-08-21T21:57:30.602782+00:00,0.0882777304333799,0.1133600775809849,0.11265688477193608,0.12383754551410675,0.13607334126444423,0.114841,"[0.0882777304333799, 0.1133600775809849, 0.11265688477193608, 0.12383754551410675, 0.13607334126444423]",,,,,
|
| 63 |
+
opt5_bitpack_reg5e-3,opt5_spkconv_bitpack.py,b51deb6b2fb1ccc1,9,2,--spkconv-eval --spike-reg 5e-3,very sparse,2,False,32,16,100,62,0.6450516847429666,0.9739776951672863,0.5108732206351829,0.8560606060606061,0.9242424242424242,386164.592760181,2.344529628753662,145.6,2026-08-21T21:57:32.974196+00:00,0.09018189503866084,0.11535131712170209,0.11168128120548584,0.12527636394781225,0.13117849826812744,0.114734,"[0.09018189503866084, 0.11535131712170209, 0.11168128120548584, 0.12527636394781225, 0.13117849826812744]",1,142.72,0.09295,95.5,5410.0
|
| 64 |
+
opt5_bitpack_reg5e-3,opt5_spkconv_bitpack.py,b51deb6b2fb1ccc1,9,2,--spkconv-eval --spike-reg 5e-3,very sparse,2,False,32,16,100,63,0.6513907395330947,0.9646840148698885,0.32224869412003143,0.9318181818181818,0.9318181818181818,385376.61071832577,2.3399620056152344,147.9,2026-08-21T21:57:35.340212+00:00,0.08947936927571017,0.11609935497536379,0.11147761432563558,0.12502279439393213,0.13621391531299143,0.115659,"[0.08947936927571017, 0.11609935497536379, 0.11147761432563558, 0.12502279439393213, 0.13621391531299143]",,,,,
|
| 65 |
+
opt5_bitpack_reg5e-3,opt5_spkconv_bitpack.py,b51deb6b2fb1ccc1,9,2,--spkconv-eval --spike-reg 5e-3,very sparse,2,False,32,16,100,64,0.6629872342024594,0.9535315985130112,0.3037598137602662,0.928030303030303,0.9318181818181818,384601.47794117645,2.353686571121216,150.3,2026-08-21T21:57:37.735730+00:00,0.08913530365509145,0.11641416874002009,0.11103489249944687,0.12385293841362,0.13639196402886333,0.115366,"[0.08913530365509145, 0.11641416874002009, 0.11103489249944687, 0.12385293841362, 0.13639196402886333]",1,113.61,0.07428,97.0,5410.0
|
| 66 |
+
opt5_bitpack_reg5e-3,opt5_spkconv_bitpack.py,b51deb6b2fb1ccc1,9,2,--spkconv-eval --spike-reg 5e-3,very sparse,2,False,32,16,100,65,0.6408748879308594,0.9795539033457249,0.30560283995035925,0.9318181818181818,0.9318181818181818,382990.33088235295,2.3459105491638184,152.6,2026-08-21T21:57:40.108828+00:00,0.08914707995512906,0.11572528893456739,0.11014759233769249,0.12060773898573483,0.1337556111461976,0.113877,"[0.08914707995512906, 0.11572528893456739, 0.11014759233769249, 0.12060773898573483, 0.1337556111461976]",,,,,
|
| 67 |
+
opt5_bitpack_reg5e-3,opt5_spkconv_bitpack.py,b51deb6b2fb1ccc1,9,2,--spkconv-eval --spike-reg 5e-3,very sparse,2,False,32,16,100,66,0.6398793817895939,0.9758364312267658,0.2876122232639428,0.9318181818181818,0.9318181818181818,382561.5316742081,2.3453080654144287,155.0,2026-08-21T21:57:42.479077+00:00,0.08865119385368683,0.11582186686642029,0.11056699165526558,0.12277007541235756,0.13440157210125642,0.114442,"[0.08865119385368683, 0.11582186686642029, 0.11056699165526558, 0.12277007541235756, 0.13440157210125642]",1,123.99,0.08078,97.5,5410.0
|
| 68 |
+
opt5_bitpack_reg5e-3,opt5_spkconv_bitpack.py,b51deb6b2fb1ccc1,9,2,--spkconv-eval --spike-reg 5e-3,very sparse,2,False,32,16,100,67,0.610663618740096,0.9888475836431226,0.2752093862403523,0.9393939393939394,0.9393939393939394,380637.61085972853,2.343885898590088,157.3,2026-08-21T21:57:44.849719+00:00,0.08864425210391774,0.11452438375529121,0.10981966949561063,0.12150967208778157,0.13544710944680607,0.113989,"[0.08864425210391774, 0.11452438375529121, 0.10981966949561063, 0.12150967208778157, 0.13544710944680607]",,,,,
|
| 69 |
+
opt5_bitpack_reg5e-3,opt5_spkconv_bitpack.py,b51deb6b2fb1ccc1,9,2,--spkconv-eval --spike-reg 5e-3,very sparse,2,False,32,16,100,68,0.6329606802490121,0.9776951672862454,0.2777443796847806,0.9356060606060606,0.9393939393939394,378433.20885180996,2.3422839641571045,159.7,2026-08-21T21:57:47.224427+00:00,0.08791687514852076,0.11444711685180664,0.10926130107220482,0.11943590071271448,0.13134070003733916,0.11248,"[0.08791687514852076, 0.11444711685180664, 0.10926130107220482, 0.11943590071271448, 0.13134070003733916]",1,138.04,0.08981,95.5,5410.0
|
| 70 |
+
opt5_bitpack_reg5e-3,opt5_spkconv_bitpack.py,b51deb6b2fb1ccc1,9,2,--spkconv-eval --spike-reg 5e-3,very sparse,2,False,32,16,100,69,0.6103030046565825,0.9907063197026023,0.2856763729994947,0.9356060606060606,0.9393939393939394,377056.92661199096,2.347949504852295,162.0,2026-08-21T21:57:49.599436+00:00,0.08728152162888471,0.11379584494759054,0.10964681558749255,0.1225318391533459,0.13513175003668842,0.113678,"[0.08728152162888471, 0.11379584494759054, 0.10964681558749255, 0.1225318391533459, 0.13513175003668842]",,,,,
|
| 71 |
+
opt5_bitpack_reg5e-3,opt5_spkconv_bitpack.py,b51deb6b2fb1ccc1,9,2,--spkconv-eval --spike-reg 5e-3,very sparse,2,False,32,16,100,70,0.624174100758861,0.9776951672862454,0.2910601112878684,0.928030303030303,0.9393939393939394,376256.8744343891,2.3548853397369385,164.4,2026-08-21T21:57:51.978383+00:00,0.08760744201786377,0.11347964274532654,0.10787759765106089,0.12086292969829895,0.13451304418199203,0.112868,"[0.08760744201786377, 0.11347964274532654, 0.10787759765106089, 0.12086292969829895, 0.13451304418199203]",,,,,
|
| 72 |
+
opt5_bitpack_reg5e-3,opt5_spkconv_bitpack.py,b51deb6b2fb1ccc1,9,2,--spkconv-eval --spike-reg 5e-3,very sparse,2,False,32,16,100,71,0.605915464654731,0.9851301115241635,0.31201172507170477,0.9090909090909091,0.9393939393939394,375761.9615384615,2.352341651916504,166.7,2026-08-21T21:57:54.355479+00:00,0.08752718567848206,0.11419466400847715,0.10657891061376124,0.11810383989530451,0.13032136506894054,0.111345,"[0.08752718567848206, 0.11419466400847715, 0.10657891061376124, 0.11810383989530451, 0.13032136506894054]",,,,,
|
| 73 |
+
opt5_bitpack_reg5e-3,opt5_spkconv_bitpack.py,b51deb6b2fb1ccc1,9,2,--spkconv-eval --spike-reg 5e-3,very sparse,2,False,32,16,100,72,0.6135224230227417,0.9888475836431226,0.27703290048873785,0.9431818181818182,0.9431818181818182,377623.11283936654,2.348440647125244,169.1,2026-08-21T21:57:56.730168+00:00,0.08791167595807244,0.11481883639798444,0.10698149265611873,0.11950970134314369,0.13082538808093352,0.112009,"[0.08791167595807244, 0.11481883639798444, 0.10698149265611873, 0.11950970134314369, 0.13082538808093352]",,,,,
|
| 74 |
+
opt5_bitpack_reg5e-3,opt5_spkconv_bitpack.py,b51deb6b2fb1ccc1,9,2,--spkconv-eval --spike-reg 5e-3,very sparse,2,False,32,16,100,73,0.6201518851585105,0.983271375464684,0.32210670592206897,0.9393939393939394,0.9431818181818182,378596.10336538457,2.3433432579040527,171.4,2026-08-21T21:57:59.105131+00:00,0.08838871209060445,0.11535547366913627,0.1061879707609906,0.11828099585631315,0.12932824913193197,0.111508,"[0.08838871209060445, 0.11535547366913627, 0.1061879707609906, 0.11828099585631315, 0.12932824913193197]",1,121.93,0.07937,96.5,5410.0
|
| 75 |
+
opt5_bitpack_reg5e-3,opt5_spkconv_bitpack.py,b51deb6b2fb1ccc1,9,2,--spkconv-eval --spike-reg 5e-3,very sparse,2,False,32,16,100,74,0.6191188198926281,0.9776951672862454,0.2942256484970902,0.9242424242424242,0.9431818181818182,375288.32522624434,2.3487420082092285,173.8,2026-08-21T21:58:01.478607+00:00,0.0876995044596055,0.11345117845956017,0.10618901121265747,0.11908172290114795,0.13292951268308303,0.11187,"[0.0876995044596055, 0.11345117845956017, 0.10618901121265747, 0.11908172290114795, 0.13292951268308303]",,,,,
|
| 76 |
+
opt5_bitpack_reg5e-3,opt5_spkconv_bitpack.py,b51deb6b2fb1ccc1,9,2,--spkconv-eval --spike-reg 5e-3,very sparse,2,False,32,16,100,75,0.6080232763379037,0.9869888475836431,0.29434929088209616,0.9242424242424242,0.9431818181818182,374782.9759615385,2.3385329246520996,176.1,2026-08-21T21:58:03.844145+00:00,0.08764601893284742,0.11315919678000842,0.10617731423938975,0.11858206329976811,0.13094747592421138,0.111302,"[0.08764601893284742, 0.11315919678000842, 0.10617731423938975, 0.11858206329976811, 0.13094747592421138]",1,139.01,0.0903,95.0,5410.0
|
| 77 |
+
opt5_bitpack_reg5e-3,opt5_spkconv_bitpack.py,b51deb6b2fb1ccc1,9,2,--spkconv-eval --spike-reg 5e-3,very sparse,2,False,32,16,100,76,0.6064363780074846,0.9869888475836431,0.25535458055409516,0.9356060606060606,0.9431818181818182,372712.0281391403,2.3457305431365967,178.4,2026-08-21T21:58:06.215344+00:00,0.0873807909734109,0.11280082911252975,0.1045219880693099,0.11670619994401932,0.1278246886589948,0.109847,"[0.0873807909734109, 0.11280082911252975, 0.1045219880693099, 0.11670619994401932, 0.1278246886589948]",,,,,
|
| 78 |
+
opt5_bitpack_reg5e-3,opt5_spkconv_bitpack.py,b51deb6b2fb1ccc1,9,2,--spkconv-eval --spike-reg 5e-3,very sparse,2,False,32,16,100,77,0.6131339048807506,0.9795539033457249,0.26095113745241455,0.9356060606060606,0.9431818181818182,372522.1916006787,2.3407089710235596,180.8,2026-08-21T21:58:08.582956+00:00,0.08704181585241766,0.11242230674799751,0.10571979293051888,0.11876479667775772,0.13036543218528523,0.110863,"[0.08704181585241766, 0.11242230674799751, 0.10571979293051888, 0.11876479667775772, 0.13036543218528523]",1,133.12,0.08655,96.5,5410.0
|
| 79 |
+
opt5_bitpack_reg5e-3,opt5_spkconv_bitpack.py,b51deb6b2fb1ccc1,9,2,--spkconv-eval --spike-reg 5e-3,very sparse,2,False,32,16,100,78,0.6121892078215305,0.9851301115241635,0.2606637848146034,0.946969696969697,0.946969696969697,372648.10831447964,2.342360496520996,183.1,2026-08-21T21:58:10.953528+00:00,0.08756887825096354,0.11208393600057154,0.10499726411174326,0.11693999390391742,0.12950988727457383,0.11022,"[0.08756887825096354, 0.11208393600057154, 0.10499726411174326, 0.11693999390391742, 0.12950988727457383]",,,,,
|
| 80 |
+
opt5_bitpack_reg5e-3,opt5_spkconv_bitpack.py,b51deb6b2fb1ccc1,9,2,--spkconv-eval --spike-reg 5e-3,very sparse,2,False,32,16,100,79,0.5947980012149172,0.9925650557620818,0.25584886335965357,0.9393939393939394,0.946969696969697,373181.35548642534,2.368666887283325,185.5,2026-08-21T21:58:13.365387+00:00,0.08783552313552183,0.11224959790706635,0.10464501074131798,0.11682353212552912,0.12954466833787806,0.11022,"[0.08783552313552183, 0.11224959790706635, 0.10464501074131798, 0.11682353212552912, 0.12954466833787806]",1,121.34,0.07984,95.5,5410.0
|
| 81 |
+
opt5_bitpack_reg5e-3,opt5_spkconv_bitpack.py,b51deb6b2fb1ccc1,9,2,--spkconv-eval --spike-reg 5e-3,very sparse,2,False,32,16,100,80,0.5949128695580153,0.9888475836431226,0.2610295211726969,0.9431818181818182,0.946969696969697,373979.44881221716,2.3425180912017822,187.8,2026-08-21T21:58:15.734235+00:00,0.0877861021196141,0.11300557106733322,0.10477679617264692,0.11720371509299558,0.12838960921063142,0.110232,"[0.0877861021196141, 0.11300557106733322, 0.10477679617264692, 0.11720371509299558, 0.12838960921063142]",,,,,
|
| 82 |
+
opt5_bitpack_reg5e-3,opt5_spkconv_bitpack.py,b51deb6b2fb1ccc1,9,2,--spkconv-eval --spike-reg 5e-3,very sparse,2,False,32,16,100,81,0.6013179479035303,0.9925650557620818,0.2709139305533785,0.9393939393939394,0.946969696969697,373253.846719457,2.3448915481567383,190.2,2026-08-21T21:58:18.105118+00:00,0.08772448625634699,0.1120653879993102,0.1052302301806562,0.11823157089598038,0.13045867663972519,0.110742,"[0.08772448625634699, 0.1120653879993102, 0.1052302301806562, 0.11823157089598038, 0.13045867663972519]",1,114.3,0.07445,91.5,5410.0
|
| 83 |
+
opt5_bitpack_reg5e-3,opt5_spkconv_bitpack.py,b51deb6b2fb1ccc1,9,2,--spkconv-eval --spike-reg 5e-3,very sparse,2,False,32,16,100,82,0.5985977304026097,0.9888475836431226,0.22301064521977396,0.9393939393939394,0.946969696969697,372499.55429864256,2.3503427505493164,192.5,2026-08-21T21:58:20.491834+00:00,0.08752237786264981,0.11242901490015142,0.10436302379650228,0.11633933204061844,0.12940222989110386,0.110011,"[0.08752237786264981, 0.11242901490015142, 0.10436302379650228, 0.11633933204061844, 0.12940222989110386]",,,,,
|
| 84 |
+
opt5_bitpack_reg5e-3,opt5_spkconv_bitpack.py,b51deb6b2fb1ccc1,9,2,--spkconv-eval --spike-reg 5e-3,very sparse,2,False,32,16,100,83,0.5944223188999417,0.9888475836431226,0.24460078685572653,0.9431818181818182,0.946969696969697,371048.58201357466,2.3422248363494873,194.9,2026-08-21T21:58:22.861360+00:00,0.08715066795839983,0.11205258439568912,0.10383186314035864,0.11641665854874779,0.12826230859055238,0.109543,"[0.08715066795839983, 0.11205258439568912, 0.10383186314035864, 0.11641665854874779, 0.12826230859055238]",,,,,
|
| 85 |
+
opt5_bitpack_reg5e-3,opt5_spkconv_bitpack.py,b51deb6b2fb1ccc1,9,2,--spkconv-eval --spike-reg 5e-3,very sparse,2,False,32,16,100,84,0.595338550863656,0.9907063197026023,0.26196104288101196,0.9356060606060606,0.946969696969697,372198.51343325793,2.343580722808838,197.2,2026-08-21T21:58:25.230654+00:00,0.08754640028757207,0.1122621188268942,0.10390320551746032,0.11689582379425273,0.12834167524295695,0.10979,"[0.08754640028757207, 0.1122621188268942, 0.10390320551746032, 0.11689582379425273, 0.12834167524295695]",1,131.64,0.0857,95.5,5410.0
|
| 86 |
+
opt5_bitpack_reg5e-3,opt5_spkconv_bitpack.py,b51deb6b2fb1ccc1,9,2,--spkconv-eval --spike-reg 5e-3,very sparse,2,False,32,16,100,85,0.6005054650253523,0.9851301115241635,0.2501627319689953,0.9356060606060606,0.946969696969697,371587.4123303168,2.344411611557007,199.6,2026-08-21T21:58:27.600952+00:00,0.08754855788805906,0.11207516754374784,0.10348999587928548,0.11531206614830915,0.12886195848969853,0.109458,"[0.08754855788805906, 0.11207516754374784, 0.10348999587928548, 0.11531206614830915, 0.12886195848969853]",,,,,
|
| 87 |
+
opt5_bitpack_reg5e-3,opt5_spkconv_bitpack.py,b51deb6b2fb1ccc1,9,2,--spkconv-eval --spike-reg 5e-3,very sparse,2,False,32,16,100,86,0.5934566075473913,0.9925650557620818,0.2695670827771678,0.9318181818181818,0.946969696969697,368466.0961538462,2.3426733016967773,201.9,2026-08-21T21:58:29.970888+00:00,0.087115516557413,0.11053214353673599,0.10283790835562874,0.11352578462923274,0.12650495855247273,0.108103,"[0.087115516557413, 0.11053214353673599, 0.10283790835562874, 0.11352578462923274, 0.12650495855247273]",1,129.54,0.0843,96.0,5410.0
|
| 88 |
+
opt5_bitpack_reg5e-3,opt5_spkconv_bitpack.py,b51deb6b2fb1ccc1,9,2,--spkconv-eval --spike-reg 5e-3,very sparse,2,False,32,16,100,87,0.5938288443150573,0.9851301115241635,0.2642147568139163,0.9431818181818182,0.946969696969697,372364.6248585973,2.3456385135650635,204.2,2026-08-21T21:58:32.343314+00:00,0.08782235007075702,0.11242387136992286,0.10333559618276708,0.11462199030553594,0.13000025731675766,0.109641,"[0.08782235007075702, 0.11242387136992286, 0.10333559618276708, 0.11462199030553594, 0.13000025731675766]",,,,,
|
| 89 |
+
opt5_bitpack_reg5e-3,opt5_spkconv_bitpack.py,b51deb6b2fb1ccc1,9,2,--spkconv-eval --spike-reg 5e-3,very sparse,2,False,32,16,100,88,0.5895176915431112,0.9981412639405205,0.2615419242418174,0.9431818181818182,0.946969696969697,372092.04355203616,2.338615655899048,206.6,2026-08-21T21:58:34.708711+00:00,0.08757041219402761,0.11299923544420916,0.10284007428323522,0.1139756235129693,0.1296328893479179,0.109404,"[0.08757041219402761, 0.11299923544420916, 0.10284007428323522, 0.1139756235129693, 0.1296328893479179]",1,141.04,0.09162,96.0,5410.0
|
| 90 |
+
opt5_bitpack_reg5e-3,opt5_spkconv_bitpack.py,b51deb6b2fb1ccc1,9,2,--spkconv-eval --spike-reg 5e-3,very sparse,2,False,32,16,100,89,0.5901972979417964,1.0,0.25392383201555774,0.9356060606060606,0.946969696969697,371758.5612273756,2.34450101852417,208.9,2026-08-21T21:58:37.079399+00:00,0.08753767478115418,0.11259216376963783,0.10305974457193823,0.1145377268686014,0.1262007154086057,0.108786,"[0.08753767478115418, 0.11259216376963783, 0.10305974457193823, 0.1145377268686014, 0.1262007154086057]",,,,,
|
| 91 |
+
opt5_bitpack_reg5e-3,opt5_spkconv_bitpack.py,b51deb6b2fb1ccc1,9,2,--spkconv-eval --spike-reg 5e-3,very sparse,2,False,32,16,100,90,0.5907513494828377,0.9962825278810409,0.2503252465165023,0.9431818181818182,0.946969696969697,371473.9356617647,2.343099355697632,211.3,2026-08-21T21:58:39.448306+00:00,0.08724949552732356,0.11265769513214335,0.10326390056049123,0.1154074993203668,0.13000555599437041,0.109717,"[0.08724949552732356, 0.11265769513214335, 0.10326390056049123, 0.1154074993203668, 0.13000555599437041]",1,127.9,0.08325,96.0,5410.0
|
| 92 |
+
opt5_bitpack_reg5e-3,opt5_spkconv_bitpack.py,b51deb6b2fb1ccc1,9,2,--spkconv-eval --spike-reg 5e-3,very sparse,2,False,32,16,100,91,0.5971795231879422,0.9925650557620818,0.25267485371141724,0.9393939393939394,0.946969696969697,370060.57918552036,2.340855360031128,213.6,2026-08-21T21:58:41.816811+00:00,0.08718694658840404,0.11163788507966434,0.10306771187221303,0.11467494903241887,0.12824592783170588,0.108963,"[0.08718694658840404, 0.11163788507966434, 0.10306771187221303, 0.11467494903241887, 0.12824592783170588]",,,,,
|
| 93 |
+
opt5_bitpack_reg5e-3,opt5_spkconv_bitpack.py,b51deb6b2fb1ccc1,9,2,--spkconv-eval --spike-reg 5e-3,very sparse,2,False,32,16,100,92,0.5882177370631562,0.9944237918215614,0.25301374540184485,0.9431818181818182,0.946969696969697,369487.89111990953,2.3570547103881836,216.0,2026-08-21T21:58:44.203017+00:00,0.08699152399511899,0.11155905443079331,0.10296411330209058,0.11450980165425469,0.12773625990923712,0.108752,"[0.08699152399511899, 0.11155905443079331, 0.10296411330209058, 0.11450980165425469, 0.12773625990923712]",1,122.89,0.08046,95.5,5410.0
|
| 94 |
+
opt5_bitpack_reg5e-3,opt5_spkconv_bitpack.py,b51deb6b2fb1ccc1,9,2,--spkconv-eval --spike-reg 5e-3,very sparse,2,False,32,16,100,93,0.5937913024735717,0.9962825278810409,0.2609164927041892,0.9431818181818182,0.946969696969697,370873.61595022626,2.351405620574951,218.3,2026-08-21T21:58:46.580787+00:00,0.08727497388334836,0.11204949065166361,0.10337993677924662,0.114876327707487,0.12908735345391667,0.109334,"[0.08727497388334836, 0.11204949065166361, 0.10337993677924662, 0.114876327707487, 0.12908735345391667]",,,,,
|
| 95 |
+
opt5_bitpack_reg5e-3,opt5_spkconv_bitpack.py,b51deb6b2fb1ccc1,9,2,--spkconv-eval --spike-reg 5e-3,very sparse,2,False,32,16,100,94,0.5935429751208281,0.9888475836431226,0.27194259022221423,0.9318181818181818,0.946969696969697,370453.19923642534,2.3474531173706055,220.7,2026-08-21T21:58:48.953655+00:00,0.08711295048980151,0.11205509392654195,0.10324026162133497,0.11479230751009549,0.12882626231978922,0.109205,"[0.08711295048980151, 0.11205509392654195, 0.10324026162133497, 0.11479230751009549, 0.12882626231978922]",1,150.68,0.09825,97.5,5410.0
|
| 96 |
+
opt5_bitpack_reg5e-3,opt5_spkconv_bitpack.py,b51deb6b2fb1ccc1,9,2,--spkconv-eval --spike-reg 5e-3,very sparse,2,False,32,16,100,95,0.5908400544889798,0.9888475836431226,0.2484326014916102,0.9393939393939394,0.946969696969697,369393.1668552036,2.3477234840393066,223.0,2026-08-21T21:58:51.327247+00:00,0.08690010537119473,0.11158806874471552,0.103159879498622,0.11431709896115695,0.12640786521575031,0.108475,"[0.08690010537119473, 0.11158806874471552, 0.103159879498622, 0.11431709896115695, 0.12640786521575031]",,,,,
|
| 97 |
+
opt5_bitpack_reg5e-3,opt5_spkconv_bitpack.py,b51deb6b2fb1ccc1,9,2,--spkconv-eval --spike-reg 5e-3,very sparse,2,False,32,16,100,96,0.59541734488037,0.9869888475836431,0.267619800612782,0.946969696969697,0.946969696969697,371157.534219457,2.3432164192199707,225.4,2026-08-21T21:58:53.697342+00:00,0.08728557825088501,0.11241158360944074,0.10312425476663253,0.11503237967982012,0.12857388836496017,0.109286,"[0.08728557825088501, 0.11241158360944074, 0.10312425476663253, 0.11503237967982012, 0.12857388836496017]",1,115.04,0.07488,98.0,5410.0
|
| 98 |
+
opt5_bitpack_reg5e-3,opt5_spkconv_bitpack.py,b51deb6b2fb1ccc1,9,2,--spkconv-eval --spike-reg 5e-3,very sparse,2,False,32,16,100,97,0.5931787761170625,0.9907063197026023,0.2641519612886689,0.9318181818181818,0.946969696969697,371222.004949095,2.3446221351623535,227.7,2026-08-21T21:58:56.068756+00:00,0.08719917123808581,0.11272394043557785,0.10307443799341426,0.11460552759030286,0.1286118968444712,0.109243,"[0.08719917123808581, 0.11272394043557785, 0.10307443799341426, 0.11460552759030286, 0.1286118968444712]",,,,,
|
| 99 |
+
opt5_bitpack_reg5e-3,opt5_spkconv_bitpack.py,b51deb6b2fb1ccc1,9,2,--spkconv-eval --spike-reg 5e-3,very sparse,2,False,32,16,100,98,0.595628385650181,0.9851301115241635,0.2613783424550837,0.9393939393939394,0.946969696969697,370405.64507918555,2.3497354984283447,230.1,2026-08-21T21:58:58.446273+00:00,0.0870656603399445,0.11211704506593592,0.10322760746759527,0.11476258714409436,0.12848048876313603,0.109131,"[0.0870656603399445, 0.11211704506593592, 0.10322760746759527, 0.11476258714409436, 0.12848048876313603]",1,137.04,0.08945,97.0,5410.0
|
| 100 |
+
opt5_bitpack_reg5e-3,opt5_spkconv_bitpack.py,b51deb6b2fb1ccc1,9,2,--spkconv-eval --spike-reg 5e-3,very sparse,2,False,32,16,100,99,0.5821593554489675,0.9962825278810409,0.26475268534638663,0.9393939393939394,0.946969696969697,370765.9721436652,2.349543571472168,232.4,2026-08-21T21:59:00.821674+00:00,0.08715909719467163,0.11230389861499562,0.10312480041209389,0.11496829460648929,0.12790695534032934,0.109093,"[0.08715909719467163, 0.11230389861499562, 0.10312480041209389, 0.11496829460648929, 0.12790695534032934]",,,,,
|
| 101 |
+
opt5_bitpack_reg5e-3,opt5_spkconv_bitpack.py,b51deb6b2fb1ccc1,9,2,--spkconv-eval --spike-reg 5e-3,very sparse,2,False,32,16,100,100,0.5913911087362297,0.9925650557620818,0.2579028123255932,0.9356060606060606,0.946969696969697,370541.7737556561,2.3450992107391357,234.7,2026-08-21T21:59:03.193966+00:00,0.08708053958766601,0.11248844073099248,0.10281615441336352,0.11434260361334857,0.12682201055919423,0.10871,"[0.08708053958766601, 0.11248844073099248, 0.10281615441336352, 0.11434260361334857, 0.12682201055919423]",1,119.39,0.07777,20.5,5392.0
|
opt5_spkconv_bitpack/opt5_bitpack_reg5e-3.epochs.jsonl
ADDED
|
@@ -0,0 +1,100 @@
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| 1 |
+
{"epoch": 1, "train_loss": 2.399879492791612, "train_acc": 0.4516728624535316, "test_loss": 3.183848843430028, "test_acc": 0.36742424242424243, "best_acc": 0.36742424242424243, "spike_rates": [0.09878081214778564, 0.13062570112593033, 0.15647654936594121, 0.18161331906038172, 0.18609981677111456], "spikes_per_sample": 451530.9762443439, "wall_time_s": 2.7794363498687744, "timestamp": "2026-08-21T21:55:08.441619+00:00"}
|
| 2 |
+
{"epoch": 2, "train_loss": 1.7258626457483794, "train_acc": 0.5315985130111525, "test_loss": 1.8185951493003152, "test_acc": 0.5113636363636364, "best_acc": 0.5113636363636364, "spike_rates": [0.10495454861837275, 0.14141717290177064, 0.16303607909118428, 0.18047809074906743, 0.18333214170792522], "spikes_per_sample": 479061.8984728507, "wall_time_s": 2.3229243755340576, "timestamp": "2026-08-21T21:55:10.795774+00:00"}
|
| 3 |
+
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{"epoch": 80, "train_loss": 0.5949128695580153, "train_acc": 0.9888475836431226, "test_loss": 0.2610295211726969, "test_acc": 0.9431818181818182, "best_acc": 0.946969696969697, "spike_rates": [0.0877861021196141, 0.11300557106733322, 0.10477679617264692, 0.11720371509299558, 0.12838960921063142], "spikes_per_sample": 373979.44881221716, "wall_time_s": 2.3425180912017822, "timestamp": "2026-08-21T21:58:15.734235+00:00"}
|
| 81 |
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{"epoch": 81, "train_loss": 0.6013179479035303, "train_acc": 0.9925650557620818, "test_loss": 0.2709139305533785, "test_acc": 0.9393939393939394, "best_acc": 0.946969696969697, "spike_rates": [0.08772448625634699, 0.1120653879993102, 0.1052302301806562, 0.11823157089598038, 0.13045867663972519], "spikes_per_sample": 373253.846719457, "wall_time_s": 2.3448915481567383, "timestamp": "2026-08-21T21:58:18.105118+00:00"}
|
| 82 |
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|
| 83 |
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|
| 84 |
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|
| 85 |
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| 86 |
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| 87 |
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| 88 |
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|
| 89 |
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| 90 |
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|
| 91 |
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| 92 |
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| 93 |
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| 94 |
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|
| 95 |
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|
| 96 |
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|
| 97 |
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|
| 98 |
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{"epoch": 98, "train_loss": 0.595628385650181, "train_acc": 0.9851301115241635, "test_loss": 0.2613783424550837, "test_acc": 0.9393939393939394, "best_acc": 0.946969696969697, "spike_rates": [0.0870656603399445, 0.11211704506593592, 0.10322760746759527, 0.11476258714409436, 0.12848048876313603], "spikes_per_sample": 370405.64507918555, "wall_time_s": 2.3497354984283447, "timestamp": "2026-08-21T21:58:58.446273+00:00"}
|
| 99 |
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{"epoch": 99, "train_loss": 0.5821593554489675, "train_acc": 0.9962825278810409, "test_loss": 0.26475268534638663, "test_acc": 0.9393939393939394, "best_acc": 0.946969696969697, "spike_rates": [0.08715909719467163, 0.11230389861499562, 0.10312480041209389, 0.11496829460648929, 0.12790695534032934], "spikes_per_sample": 370765.9721436652, "wall_time_s": 2.349543571472168, "timestamp": "2026-08-21T21:59:00.821674+00:00"}
|
| 100 |
+
{"epoch": 100, "train_loss": 0.5913911087362297, "train_acc": 0.9925650557620818, "test_loss": 0.2579028123255932, "test_acc": 0.9356060606060606, "best_acc": 0.946969696969697, "spike_rates": [0.08708053958766601, 0.11248844073099248, 0.10281615441336352, 0.11434260361334857, 0.12682201055919423], "spikes_per_sample": 370541.7737556561, "wall_time_s": 2.3450992107391357, "timestamp": "2026-08-21T21:59:03.193966+00:00"}
|
opt5_spkconv_bitpack/opt5_bitpack_reg5e-3.gpu_telemetry.csv
ADDED
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@@ -0,0 +1,151 @@
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| 1 |
+
timestamp,index,utilization.gpu,utilization.memory,memory.used,memory.total,temperature.gpu,power.draw,clocks.sm
|
| 2 |
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2026/08/21 21:55:20.721, 1, 96, 85, 2705, 15360, 75, 77.44, 1245
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2026/08/21 21:56:01.278, 0, 96, 84, 2705, 15360, 76, 68.35, 1260
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2026/08/21 21:56:01.288, 1, 97, 85, 2705, 15360, 74, 65.10, 1305
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2026/08/21 21:56:06.347, 0, 97, 86, 2705, 15360, 75, 74.51, 1245
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2026/08/21 21:56:06.361, 1, 96, 83, 2705, 15360, 73, 60.38, 1260
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2026/08/21 21:56:11.415, 0, 95, 82, 2705, 15360, 75, 69.72, 1200
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2026/08/21 21:56:21.560, 0, 95, 83, 2705, 15360, 75, 72.96, 1215
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2026/08/21 21:59:18.963, 0, 98, 98, 2705, 15360, 77, 66.43, 1245
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| 151 |
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opt5_spkconv_bitpack/opt5_bitpack_reg5e-3.summary.json
ADDED
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@@ -0,0 +1,86 @@
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| 1 |
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{
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| 15 |
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| 16 |
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|
| 18 |
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| 19 |
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| 28 |
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| 29 |
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| 31 |
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| 32 |
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| 33 |
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opt5_spkconv_bitpack/opt5_bitpack_reg5e-3.zip
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