add run opt10_D4_storm1e-3
Browse files- opt10_sfa_integer_train/opt10_D4_storm1e-3.epochs.csv +101 -0
- opt10_sfa_integer_train/opt10_D4_storm1e-3.epochs.jsonl +100 -0
- opt10_sfa_integer_train/opt10_D4_storm1e-3.gpu_telemetry.csv +227 -0
- opt10_sfa_integer_train/opt10_D4_storm1e-3.summary.json +88 -0
- opt10_sfa_integer_train/opt10_D4_storm1e-3.zip +3 -0
opt10_sfa_integer_train/opt10_D4_storm1e-3.epochs.csv
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| 1 |
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tag,script,script_sha256_16,phase,priority,flags,note,gpus,amp,batch_size_per_gpu,num_bins_T,epochs_requested,epoch,train_loss,train_acc,test_loss,test_acc,best_acc,spikes_per_sample,wall_time_s,cum_wall_time_s,timestamp,spk_rate_l0,spk_rate_l1,spk_rate_l2,spk_rate_l3,spk_rate_l4,spk_rate_mean,spike_rates_json,gpu_samples,gpu_power_w_mean,energy_wh,gpu_util_pct_mean,gpu_mem_mb_peak
|
| 2 |
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opt10_D4_storm1e-3,opt10_sfa_integer_train.py,f2437693c3bf8491,3,0,--sfa-levels 4 --storm-reg 1e-3,default,2,False,32,16,100,1,4.079596567331193,0.38661710037174724,14.316757317745324,0.11742424242424243,0.11742424242424243,762843.7204468326,3.0821471214294434,3.1,2026-08-21T07:35:37.990268+00:00,0.1673373562448165,0.22426674032912536,0.262928785646663,0.277775880168466,0.29771606361164765,0.246005,"[0.1673373562448165, 0.22426674032912536, 0.262928785646663, 0.277775880168466, 0.29771606361164765]",,,,,
|
| 3 |
+
opt10_D4_storm1e-3,opt10_sfa_integer_train.py,f2437693c3bf8491,3,0,--sfa-levels 4 --storm-reg 1e-3,default,2,False,32,16,100,2,1.8062063034582316,0.5464684014869888,2.550581274610577,0.4734848484848485,0.4734848484848485,787159.9578619909,2.5963473320007324,5.7,2026-08-21T07:35:40.618340+00:00,0.1717022972948411,0.23478312264470494,0.2703808616189396,0.2815813755287844,0.26483408142538634,0.244656,"[0.1717022972948411, 0.23478312264470494, 0.2703808616189396, 0.2815813755287844, 0.26483408142538634]",1,129.74,0.09357,94.0,6066.0
|
| 4 |
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opt10_D4_storm1e-3,opt10_sfa_integer_train.py,f2437693c3bf8491,3,0,--sfa-levels 4 --storm-reg 1e-3,default,2,False,32,16,100,3,1.4736898459466417,0.620817843866171,1.0634526411692302,0.6439393939393939,0.6439393939393939,765764.2952488689,2.607316493988037,8.3,2026-08-21T07:35:43.257501+00:00,0.16329227826174567,0.23281007479218876,0.2705225085510927,0.26854437764953165,0.25838801965993996,0.238711,"[0.16329227826174567, 0.23281007479218876, 0.2705225085510927, 0.26854437764953165, 0.25838801965993996]",,,,,
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| 5 |
+
opt10_D4_storm1e-3,opt10_sfa_integer_train.py,f2437693c3bf8491,3,0,--sfa-levels 4 --storm-reg 1e-3,default,2,False,32,16,100,4,1.2613655457266202,0.6895910780669146,0.9516376473686912,0.6742424242424242,0.6742424242424242,748436.5367647059,2.6269471645355225,10.9,2026-08-21T07:35:45.916825+00:00,0.16021326534888325,0.22988560883437886,0.26361502794658437,0.2386430931441924,0.22700113846975215,0.223872,"[0.16021326534888325, 0.22988560883437886, 0.26361502794658437, 0.2386430931441924, 0.22700113846975215]",1,134.4,0.09807,96.0,6066.0
|
| 6 |
+
opt10_D4_storm1e-3,opt10_sfa_integer_train.py,f2437693c3bf8491,3,0,--sfa-levels 4 --storm-reg 1e-3,default,2,False,32,16,100,5,1.1214194736516165,0.7397769516728625,1.0030420693484219,0.6553030303030303,0.6742424242424242,722315.9954751132,2.6177120208740234,13.5,2026-08-21T07:35:48.570686+00:00,0.15326345317503987,0.22674604549127467,0.2532781257348902,0.21860124258434072,0.20238872924271753,0.210856,"[0.15326345317503987, 0.22674604549127467, 0.2532781257348902, 0.21860124258434072, 0.20238872924271753]",,,,,
|
| 7 |
+
opt10_D4_storm1e-3,opt10_sfa_integer_train.py,f2437693c3bf8491,3,0,--sfa-levels 4 --storm-reg 1e-3,default,2,False,32,16,100,6,1.0275781690852792,0.7881040892193308,0.6086684935020678,0.7310606060606061,0.7310606060606061,710942.4621040723,2.622575283050537,16.2,2026-08-21T07:35:51.219433+00:00,0.15022354266222784,0.22627651954398437,0.24536563280750723,0.2158731923383825,0.20250054667977727,0.208048,"[0.15022354266222784, 0.22627651954398437, 0.24536563280750723, 0.2158731923383825, 0.20250054667977727]",1,124.93,0.09101,95.0,6066.0
|
| 8 |
+
opt10_D4_storm1e-3,opt10_sfa_integer_train.py,f2437693c3bf8491,3,0,--sfa-levels 4 --storm-reg 1e-3,default,2,False,32,16,100,7,1.0221190248723366,0.7881040892193308,0.7815926941958341,0.7159090909090909,0.7310606060606061,698119.574943439,2.620501756668091,18.8,2026-08-21T07:35:53.871099+00:00,0.14786566267995274,0.2232062799089095,0.2374506636577494,0.21232792384484234,0.19716457934940562,0.203603,"[0.14786566267995274, 0.2232062799089095, 0.2374506636577494, 0.21232792384484234, 0.19716457934940562]",,,,,
|
| 9 |
+
opt10_D4_storm1e-3,opt10_sfa_integer_train.py,f2437693c3bf8491,3,0,--sfa-levels 4 --storm-reg 1e-3,default,2,False,32,16,100,8,0.9912738135313013,0.7992565055762082,1.0536039652246418,0.6401515151515151,0.7310606060606061,677807.519372172,2.6300649642944336,21.4,2026-08-21T07:35:56.526488+00:00,0.1428263634443283,0.21952573955059052,0.22922249138355255,0.20089959134073818,0.18841602872399724,0.196178,"[0.1428263634443283, 0.21952573955059052, 0.22922249138355255, 0.20089959134073818, 0.18841602872399724]",1,130.03,0.095,94.0,6066.0
|
| 10 |
+
opt10_D4_storm1e-3,opt10_sfa_integer_train.py,f2437693c3bf8491,3,0,--sfa-levels 4 --storm-reg 1e-3,default,2,False,32,16,100,9,0.9598002130214166,0.7881040892193308,1.1938167124083547,0.6287878787878788,0.7310606060606061,692313.3547794118,2.6298601627349854,24.0,2026-08-21T07:35:59.184234+00:00,0.14604266513796413,0.2257946878671646,0.23128917462685528,0.201584972002927,0.1902289075009963,0.198988,"[0.14604266513796413, 0.2257946878671646, 0.23128917462685528, 0.201584972002927, 0.1902289075009963]",1,117.09,0.08554,89.5,6066.0
|
| 11 |
+
opt10_D4_storm1e-3,opt10_sfa_integer_train.py,f2437693c3bf8491,3,0,--sfa-levels 4 --storm-reg 1e-3,default,2,False,32,16,100,10,1.0022789474756744,0.8141263940520446,0.7940810774311875,0.7045454545454546,0.7310606060606061,686306.8604355203,2.639418125152588,26.7,2026-08-21T07:36:01.849283+00:00,0.1459885134416468,0.2231992903877707,0.2269166111946106,0.19511432156843297,0.18647987088736365,0.19554,"[0.1459885134416468, 0.2231992903877707, 0.2269166111946106, 0.19511432156843297, 0.18647987088736365]",,,,,
|
| 12 |
+
opt10_D4_storm1e-3,opt10_sfa_integer_train.py,f2437693c3bf8491,3,0,--sfa-levels 4 --storm-reg 1e-3,default,2,False,32,16,100,11,0.9494379783208485,0.8159851301115242,0.6576572476011334,0.7424242424242424,0.7424242424242424,690602.7350113122,2.654165029525757,29.3,2026-08-21T07:36:04.532737+00:00,0.14492790926905239,0.22459307663580952,0.23521589443964117,0.20053595041527467,0.18594265422400305,0.198243,"[0.14492790926905239, 0.22459307663580952, 0.23521589443964117, 0.20053595041527467, 0.18594265422400305]",1,117.62,0.08672,98.0,6066.0
|
| 13 |
+
opt10_D4_storm1e-3,opt10_sfa_integer_train.py,f2437693c3bf8491,3,0,--sfa-levels 4 --storm-reg 1e-3,default,2,False,32,16,100,12,0.9184276658806216,0.8234200743494424,0.7267786788217949,0.7424242424242424,0.7424242424242424,674462.1102941176,2.6531989574432373,32.0,2026-08-21T07:36:07.217759+00:00,0.14150226817411535,0.2208943586139118,0.2288157072137384,0.18750164438696468,0.18437187987215378,0.192617,"[0.14150226817411535, 0.2208943586139118, 0.2288157072137384, 0.18750164438696468, 0.18437187987215378]",,,,,
|
| 14 |
+
opt10_D4_storm1e-3,opt10_sfa_integer_train.py,f2437693c3bf8491,3,0,--sfa-levels 4 --storm-reg 1e-3,default,2,False,32,16,100,13,0.8868755848877492,0.8327137546468402,0.6021771430969238,0.803030303030303,0.803030303030303,671394.8956447963,2.6665077209472656,34.6,2026-08-21T07:36:09.914273+00:00,0.1388259354759665,0.22182706086074605,0.2327038873644436,0.18429884402190938,0.17806829073849847,0.191145,"[0.1388259354759665, 0.22182706086074605, 0.2327038873644436, 0.18429884402190938, 0.17806829073849847]",1,101.2,0.07496,96.0,6066.0
|
| 15 |
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opt10_D4_storm1e-3,opt10_sfa_integer_train.py,f2437693c3bf8491,3,0,--sfa-levels 4 --storm-reg 1e-3,default,2,False,32,16,100,14,0.8517693307763139,0.8773234200743495,0.6124349742224722,0.8068181818181818,0.8068181818181818,652547.5359162897,2.6638243198394775,37.3,2026-08-21T07:36:12.611750+00:00,0.13546198781798868,0.2166895016151316,0.22191099208943985,0.17860040419241963,0.17787061719333425,0.186107,"[0.13546198781798868, 0.2166895016151316, 0.22191099208943985, 0.17860040419241963, 0.17787061719333425]",,,,,
|
| 16 |
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opt10_D4_storm1e-3,opt10_sfa_integer_train.py,f2437693c3bf8491,3,0,--sfa-levels 4 --storm-reg 1e-3,default,2,False,32,16,100,15,0.840014228590359,0.8605947955390335,0.7564327852292494,0.7159090909090909,0.8068181818181818,638720.925622172,2.674762010574341,40.0,2026-08-21T07:36:15.317579+00:00,0.13414546847343445,0.21035136808367336,0.21239739481140585,0.18301448927206151,0.17666318749680238,0.183314,"[0.13414546847343445, 0.21035136808367336, 0.21239739481140585, 0.18301448927206151, 0.17666318749680238]",1,124.87,0.09278,93.0,6066.0
|
| 17 |
+
opt10_D4_storm1e-3,opt10_sfa_integer_train.py,f2437693c3bf8491,3,0,--sfa-levels 4 --storm-reg 1e-3,default,2,False,32,16,100,16,0.8205674993061222,0.8717472118959108,0.5920679442810289,0.7803030303030303,0.8068181818181818,631337.9564479637,2.6724984645843506,42.7,2026-08-21T07:36:18.016200+00:00,0.13139609028311336,0.21041984067243688,0.2112284416661543,0.17496398266624003,0.17413663250558517,0.180429,"[0.13139609028311336, 0.21041984067243688, 0.2112284416661543, 0.17496398266624003, 0.17413663250558517]",,,,,
|
| 18 |
+
opt10_D4_storm1e-3,opt10_sfa_integer_train.py,f2437693c3bf8491,3,0,--sfa-levels 4 --storm-reg 1e-3,default,2,False,32,16,100,17,0.8092805647938668,0.8884758364312267,0.8151773169185176,0.7196969696969697,0.8068181818181818,617122.2210124434,2.6830360889434814,45.3,2026-08-21T07:36:20.727120+00:00,0.12679133871022394,0.20668559389955857,0.20995732002398548,0.17477907503352447,0.1797737023409675,0.179597,"[0.12679133871022394, 0.20668559389955857, 0.20995732002398548, 0.17477907503352447, 0.1797737023409675]",1,124.05,0.09245,96.0,6066.0
|
| 19 |
+
opt10_D4_storm1e-3,opt10_sfa_integer_train.py,f2437693c3bf8491,3,0,--sfa-levels 4 --storm-reg 1e-3,default,2,False,32,16,100,18,0.7937604822633878,0.8810408921933085,1.0842248490362456,0.7234848484848485,0.8068181818181818,613398.1076074662,2.6905062198638916,48.0,2026-08-21T07:36:23.444644+00:00,0.12601132340290966,0.2054491630371879,0.20853448001777425,0.17396817312521093,0.18693599455496845,0.18018,"[0.12601132340290966, 0.2054491630371879, 0.20853448001777425, 0.17396817312521093, 0.18693599455496845]",,,,,
|
| 20 |
+
opt10_D4_storm1e-3,opt10_sfa_integer_train.py,f2437693c3bf8491,3,0,--sfa-levels 4 --storm-reg 1e-3,default,2,False,32,16,100,19,0.7819630629954285,0.8940520446096655,0.7195377060861299,0.7613636363636364,0.8068181818181818,617852.2518382353,2.7075960636138916,50.7,2026-08-21T07:36:26.179457+00:00,0.1292132507352268,0.20603499079451842,0.20447922541814692,0.1688162246171166,0.17810623084797578,0.17733,"[0.1292132507352268, 0.20603499079451842, 0.20447922541814692, 0.1688162246171166, 0.17810623084797578]",1,128.23,0.09644,93.5,6066.0
|
| 21 |
+
opt10_D4_storm1e-3,opt10_sfa_integer_train.py,f2437693c3bf8491,3,0,--sfa-levels 4 --storm-reg 1e-3,default,2,False,32,16,100,20,0.7388952799889235,0.9200743494423792,0.6381535972609664,0.7575757575757576,0.8068181818181818,618007.3936651583,2.7094874382019043,53.4,2026-08-21T07:36:28.914636+00:00,0.12890984424773386,0.2054998392567915,0.20652530210859635,0.17059130616047802,0.18371162607389338,0.179048,"[0.12890984424773386, 0.2054998392567915, 0.20652530210859635, 0.17059130616047802, 0.18371162607389338]",,,,,
|
| 22 |
+
opt10_D4_storm1e-3,opt10_sfa_integer_train.py,f2437693c3bf8491,3,0,--sfa-levels 4 --storm-reg 1e-3,default,2,False,32,16,100,21,0.7330807321133667,0.9200743494423792,0.6006004232348818,0.7651515151515151,0.8068181818181818,620818.0687217194,2.7324166297912598,56.2,2026-08-21T07:36:31.676793+00:00,0.13101444963146658,0.205808806068757,0.2030821425073287,0.16966784088050618,0.1834883716176538,0.178612,"[0.13101444963146658, 0.205808806068757, 0.2030821425073287, 0.16966784088050618, 0.1834883716176538]",1,116.57,0.08848,94.0,6066.0
|
| 23 |
+
opt10_D4_storm1e-3,opt10_sfa_integer_train.py,f2437693c3bf8491,3,0,--sfa-levels 4 --storm-reg 1e-3,default,2,False,32,16,100,22,0.7298122538066708,0.9330855018587361,0.5750952751347513,0.821969696969697,0.821969696969697,609236.9544683257,2.7365188598632812,58.9,2026-08-21T07:36:34.439316+00:00,0.12899146185201757,0.20243861307116115,0.19798058709677527,0.16135854580823114,0.17861220415900736,0.173876,"[0.12899146185201757, 0.20243861307116115, 0.19798058709677527, 0.16135854580823114, 0.17861220415900736]",1,127.87,0.0972,96.5,6066.0
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| 24 |
+
opt10_D4_storm1e-3,opt10_sfa_integer_train.py,f2437693c3bf8491,3,0,--sfa-levels 4 --storm-reg 1e-3,default,2,False,32,16,100,23,0.7123172520261715,0.9200743494423792,0.6410245787013661,0.7878787878787878,0.821969696969697,608984.1221719456,2.750575065612793,61.7,2026-08-21T07:36:37.224131+00:00,0.12828952950589798,0.2040632796638152,0.1974926126353881,0.15959744768984177,0.17879273786264308,0.173647,"[0.12828952950589798, 0.2040632796638152, 0.1974926126353881, 0.15959744768984177, 0.17879273786264308]",,,,,
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| 25 |
+
opt10_D4_storm1e-3,opt10_sfa_integer_train.py,f2437693c3bf8491,3,0,--sfa-levels 4 --storm-reg 1e-3,default,2,False,32,16,100,24,0.6863303714082144,0.9572490706319703,0.6213114713177537,0.7954545454545454,0.821969696969697,608645.727234163,2.761570692062378,64.4,2026-08-21T07:36:40.011474+00:00,0.12801994690123727,0.20393425050903768,0.1976773887872696,0.16163599666427164,0.17852058305459864,0.173958,"[0.12801994690123727, 0.20393425050903768, 0.1976773887872696, 0.16163599666427164, 0.17852058305459864]",2,57.61,0.0442,98.0,3033.0
|
| 26 |
+
opt10_D4_storm1e-3,opt10_sfa_integer_train.py,f2437693c3bf8491,3,0,--sfa-levels 4 --storm-reg 1e-3,default,2,False,32,16,100,25,0.6988178879354966,0.9330855018587361,0.7024834806268866,0.75,0.821969696969697,592448.6917420814,2.7739152908325195,67.2,2026-08-21T07:36:42.818569+00:00,0.1252663030343897,0.19860080059836893,0.18927404372131124,0.15862404949524822,0.17499638918568106,0.169352,"[0.1252663030343897, 0.19860080059836893, 0.18927404372131124, 0.15862404949524822, 0.17499638918568106]",,,,,
|
| 27 |
+
opt10_D4_storm1e-3,opt10_sfa_integer_train.py,f2437693c3bf8491,3,0,--sfa-levels 4 --storm-reg 1e-3,default,2,False,32,16,100,26,0.6763696694905873,0.9535315985130112,0.5428247704650416,0.8181818181818182,0.821969696969697,602364.1015271493,2.78055739402771,70.0,2026-08-21T07:36:45.624511+00:00,0.125616815598572,0.202931449693792,0.1984317916281083,0.15720194841132445,0.17793736563009374,0.172424,"[0.125616815598572, 0.202931449693792, 0.1984317916281083, 0.15720194841132445, 0.17793736563009374]",1,133.28,0.10294,94.0,6066.0
|
| 28 |
+
opt10_D4_storm1e-3,opt10_sfa_integer_train.py,f2437693c3bf8491,3,0,--sfa-levels 4 --storm-reg 1e-3,default,2,False,32,16,100,27,0.6664153738535913,0.9591078066914498,0.554692748821143,0.8106060606060606,0.821969696969697,590274.625,2.788800001144409,72.8,2026-08-21T07:36:48.439054+00:00,0.1251018538194544,0.19685354565872865,0.19180364380864537,0.14804966572452993,0.18252389220630422,0.168867,"[0.1251018538194544, 0.19685354565872865, 0.19180364380864537, 0.14804966572452993, 0.18252389220630422]",,,,,
|
| 29 |
+
opt10_D4_storm1e-3,opt10_sfa_integer_train.py,f2437693c3bf8491,3,0,--sfa-levels 4 --storm-reg 1e-3,default,2,False,32,16,100,28,0.7202528010513702,0.9237918215613383,0.73744966767051,0.7765151515151515,0.821969696969697,598346.4410350679,2.7752797603607178,75.5,2026-08-21T07:36:51.240353+00:00,0.12880607212291045,0.1981222761027953,0.18872562664396622,0.152481190422002,0.18323299376403585,0.170274,"[0.12880607212291045, 0.1981222761027953, 0.18872562664396622, 0.152481190422002, 0.18323299376403585]",1,128.32,0.09892,94.5,6066.0
|
| 30 |
+
opt10_D4_storm1e-3,opt10_sfa_integer_train.py,f2437693c3bf8491,3,0,--sfa-levels 4 --storm-reg 1e-3,default,2,False,32,16,100,29,0.6792357798845795,0.9442379182156134,0.5518014900612108,0.8143939393939394,0.821969696969697,594057.996040724,2.7535433769226074,78.3,2026-08-21T07:36:54.022120+00:00,0.1274135568562676,0.1971440306481193,0.18904059248812058,0.14941806828274445,0.17041559342075796,0.166686,"[0.1274135568562676, 0.1971440306481193, 0.18904059248812058, 0.14941806828274445, 0.17041559342075796]",,,,,
|
| 31 |
+
opt10_D4_storm1e-3,opt10_sfa_integer_train.py,f2437693c3bf8491,3,0,--sfa-levels 4 --storm-reg 1e-3,default,2,False,32,16,100,30,0.6645377519848622,0.9572490706319703,0.7220076178059434,0.7689393939393939,0.821969696969697,582960.5501979637,2.7453246116638184,81.0,2026-08-21T07:36:56.792791+00:00,0.1232850218520445,0.19622466143439798,0.18527707895811865,0.15272236133322997,0.17815516626133637,0.167133,"[0.1232850218520445, 0.19622466143439798, 0.18527707895811865, 0.15272236133322997, 0.17815516626133637]",1,139.2,0.10615,95.5,6066.0
|
| 32 |
+
opt10_D4_storm1e-3,opt10_sfa_integer_train.py,f2437693c3bf8491,3,0,--sfa-levels 4 --storm-reg 1e-3,default,2,False,32,16,100,31,0.6841688300154023,0.9516728624535316,0.4462491359674569,0.8598484848484849,0.8598484848484849,576038.5623585973,2.7194955348968506,83.8,2026-08-21T07:36:59.536666+00:00,0.12116404228350695,0.19486719720503864,0.1828240015927483,0.15425381677992203,0.18226438848411336,0.167075,"[0.12116404228350695, 0.19486719720503864, 0.1828240015927483, 0.15425381677992203, 0.18226438848411336]",,,,,
|
| 33 |
+
opt10_D4_storm1e-3,opt10_sfa_integer_train.py,f2437693c3bf8491,3,0,--sfa-levels 4 --storm-reg 1e-3,default,2,False,32,16,100,32,0.6306543130856908,0.9851301115241635,0.6860260809912826,0.7803030303030303,0.8598484848484849,582594.17760181,2.7150468826293945,86.5,2026-08-21T07:37:02.283459+00:00,0.12642482887296116,0.19262332776013544,0.18061133956207948,0.1472050337230458,0.17747252478319056,0.164867,"[0.12642482887296116, 0.19262332776013544, 0.18061133956207948, 0.1472050337230458, 0.17747252478319056]",1,130.48,0.09841,96.5,6066.0
|
| 34 |
+
opt10_D4_storm1e-3,opt10_sfa_integer_train.py,f2437693c3bf8491,3,0,--sfa-levels 4 --storm-reg 1e-3,default,2,False,32,16,100,33,0.6571754875236284,0.9591078066914498,0.4284303517955722,0.8522727272727273,0.8598484848484849,566917.8711821267,2.7119834423065186,89.2,2026-08-21T07:37:05.020068+00:00,0.12117965650909088,0.19070978375042186,0.17614005944308112,0.14474472140564637,0.17709286773906036,0.161973,"[0.12117965650909088, 0.19070978375042186, 0.17614005944308112, 0.14474472140564637, 0.17709286773906036]",1,127.38,0.09596,90.0,6066.0
|
| 35 |
+
opt10_D4_storm1e-3,opt10_sfa_integer_train.py,f2437693c3bf8491,3,0,--sfa-levels 4 --storm-reg 1e-3,default,2,False,32,16,100,34,0.6675968518044426,0.9572490706319703,0.6171356909202806,0.7727272727272727,0.8598484848484849,579640.8233880091,2.695561170578003,91.9,2026-08-21T07:37:07.740353+00:00,0.12445303096490748,0.19314554596648498,0.18261406088576598,0.14401505536892834,0.17771217752905452,0.164388,"[0.12445303096490748, 0.19314554596648498, 0.18261406088576598, 0.14401505536892834, 0.17771217752905452]",,,,,
|
| 36 |
+
opt10_D4_storm1e-3,opt10_sfa_integer_train.py,f2437693c3bf8491,3,0,--sfa-levels 4 --storm-reg 1e-3,default,2,False,32,16,100,35,0.6487042387621996,0.9646840148698885,0.6091710870916193,0.7916666666666666,0.8598484848484849,569395.7071549774,2.6873621940612793,94.6,2026-08-21T07:37:10.453471+00:00,0.12311656247167026,0.18961748042527368,0.17658856949385474,0.1396642143235487,0.17608366468373468,0.161014,"[0.12311656247167026, 0.18961748042527368, 0.17658856949385474, 0.1396642143235487, 0.17608366468373468]",1,117.33,0.08759,98.5,6066.0
|
| 37 |
+
opt10_D4_storm1e-3,opt10_sfa_integer_train.py,f2437693c3bf8491,3,0,--sfa-levels 4 --storm-reg 1e-3,default,2,False,32,16,100,36,0.6315415563636553,0.9814126394052045,0.5129666978662665,0.8333333333333334,0.8598484848484849,569304.8328619909,2.693380355834961,97.3,2026-08-21T07:37:13.172001+00:00,0.12328797228196088,0.19022931070888743,0.17535420288057887,0.1365926642628277,0.17106338458902695,0.159306,"[0.12328797228196088, 0.19022931070888743, 0.17535420288057887, 0.1365926642628277, 0.17106338458902695]",,,,,
|
| 38 |
+
opt10_D4_storm1e-3,opt10_sfa_integer_train.py,f2437693c3bf8491,3,0,--sfa-levels 4 --storm-reg 1e-3,default,2,False,32,16,100,37,0.6204120405987736,0.9851301115241635,0.49174419767928845,0.8371212121212122,0.8598484848484849,566842.4642251132,2.684821605682373,100.0,2026-08-21T07:37:15.882274+00:00,0.12296346881810356,0.1897967896040748,0.1736585681929308,0.13343976350391612,0.16787000000476837,0.157546,"[0.12296346881810356, 0.1897967896040748, 0.1736585681929308, 0.13343976350391612, 0.16787000000476837]",1,133.57,0.09961,93.0,6066.0
|
| 39 |
+
opt10_D4_storm1e-3,opt10_sfa_integer_train.py,f2437693c3bf8491,3,0,--sfa-levels 4 --storm-reg 1e-3,default,2,False,32,16,100,38,0.6294830849179548,0.9721189591078067,0.6649459329518405,0.7916666666666666,0.8598484848484849,558503.1949943439,2.678776979446411,102.6,2026-08-21T07:37:18.588353+00:00,0.12061270808472353,0.18759000389014974,0.17117305187618032,0.1349253601887647,0.16942499840960784,0.156745,"[0.12061270808472353, 0.18759000389014974, 0.17117305187618032, 0.1349253601887647, 0.16942499840960784]",,,,,
|
| 40 |
+
opt10_D4_storm1e-3,opt10_sfa_integer_train.py,f2437693c3bf8491,3,0,--sfa-levels 4 --storm-reg 1e-3,default,2,False,32,16,100,39,0.6470315644732195,0.9572490706319703,0.5117874886050369,0.8409090909090909,0.8598484848484849,565973.9949095022,2.6843113899230957,105.3,2026-08-21T07:37:21.298463+00:00,0.12385755952666788,0.18912469814805424,0.16956998670802398,0.13428047737654517,0.1671483139781391,0.156796,"[0.12385755952666788, 0.18912469814805424, 0.16956998670802398, 0.13428047737654517, 0.1671483139781391]",1,129.34,0.09644,96.5,6066.0
|
| 41 |
+
opt10_D4_storm1e-3,opt10_sfa_integer_train.py,f2437693c3bf8491,3,0,--sfa-levels 4 --storm-reg 1e-3,default,2,False,32,16,100,40,0.6287961540168989,0.9702602230483272,0.6172889651674213,0.7765151515151515,0.8598484848484849,557593.0485011311,2.6749508380889893,108.0,2026-08-21T07:37:24.000543+00:00,0.12130014773677378,0.18649677231031306,0.1698111760265687,0.1314372595618753,0.16518583367852605,0.154846,"[0.12130014773677378, 0.18649677231031306, 0.1698111760265687, 0.1314372595618753, 0.16518583367852605]",,,,,
|
| 42 |
+
opt10_D4_storm1e-3,opt10_sfa_integer_train.py,f2437693c3bf8491,3,0,--sfa-levels 4 --storm-reg 1e-3,default,2,False,32,16,100,41,0.6133472848558957,0.9814126394052045,0.4795310912710248,0.8409090909090909,0.8598484848484849,553440.2695135747,2.6723339557647705,110.7,2026-08-21T07:37:26.698230+00:00,0.12108907980077407,0.18514574976528392,0.16709976336535284,0.12505936797927408,0.16088622107225306,0.151856,"[0.12108907980077407, 0.18514574976528392, 0.16709976336535284, 0.12505936797927408, 0.16088622107225306]",1,135.32,0.10045,94.0,6066.0
|
| 43 |
+
opt10_D4_storm1e-3,opt10_sfa_integer_train.py,f2437693c3bf8491,3,0,--sfa-levels 4 --storm-reg 1e-3,default,2,False,32,16,100,42,0.6216311206604912,0.9814126394052045,0.5653242175326203,0.8409090909090909,0.8598484848484849,553641.8349830316,2.67690110206604,113.3,2026-08-21T07:37:29.401196+00:00,0.12185672057025573,0.1843515915029189,0.16588343767558827,0.12520848389934092,0.16607067076598897,0.152674,"[0.12185672057025573, 0.1843515915029189, 0.16588343767558827, 0.12520848389934092, 0.16607067076598897]",,,,,
|
| 44 |
+
opt10_D4_storm1e-3,opt10_sfa_integer_train.py,f2437693c3bf8491,3,0,--sfa-levels 4 --storm-reg 1e-3,default,2,False,32,16,100,43,0.616082563054606,0.9721189591078067,0.49484320842858515,0.8409090909090909,0.8598484848484849,550828.7026300905,2.6754257678985596,116.0,2026-08-21T07:37:32.102446+00:00,0.12057706713676453,0.18418899353812723,0.16524863330756917,0.12797271854737224,0.1672488775323419,0.153047,"[0.12057706713676453, 0.18418899353812723, 0.16524863330756917, 0.12797271854737224, 0.1672488775323419]",1,131.27,0.09756,96.0,6066.0
|
| 45 |
+
opt10_D4_storm1e-3,opt10_sfa_integer_train.py,f2437693c3bf8491,3,0,--sfa-levels 4 --storm-reg 1e-3,default,2,False,32,16,100,44,0.6137395636299728,0.9758364312267658,0.5321026778582371,0.821969696969697,0.8598484848484849,550563.8102375566,2.6867644786834717,118.7,2026-08-21T07:37:34.815620+00:00,0.11985175793661791,0.18551235076259165,0.16611410502125235,0.12353798177312403,0.16691135395975673,0.152386,"[0.11985175793661791, 0.18551235076259165, 0.16611410502125235, 0.12353798177312403, 0.16691135395975673]",,,,,
|
| 46 |
+
opt10_D4_storm1e-3,opt10_sfa_integer_train.py,f2437693c3bf8491,3,0,--sfa-levels 4 --storm-reg 1e-3,default,2,False,32,16,100,45,0.6041634153699343,0.9851301115241635,0.5803748522744034,0.8068181818181818,0.8598484848484849,545770.6107183257,2.6849050521850586,121.4,2026-08-21T07:37:37.526099+00:00,0.11845845466150957,0.18475699512397542,0.16483966918552623,0.12092094298671274,0.1587109460550196,0.149537,"[0.11845845466150957, 0.18475699512397542, 0.16483966918552623, 0.12092094298671274, 0.1587109460550196]",1,138.5,0.10329,93.0,6066.0
|
| 47 |
+
opt10_D4_storm1e-3,opt10_sfa_integer_train.py,f2437693c3bf8491,3,0,--sfa-levels 4 --storm-reg 1e-3,default,2,False,32,16,100,46,0.5980773074033092,0.983271375464684,0.4878905036232688,0.8560606060606061,0.8598484848484849,536895.1281108598,2.6896567344665527,124.1,2026-08-21T07:37:40.245265+00:00,0.11639141379033818,0.18162336594918194,0.16111714874996858,0.12612410853890813,0.16051585008116329,0.149154,"[0.11639141379033818, 0.18162336594918194, 0.16111714874996858, 0.12612410853890813, 0.16051585008116329]",1,125.33,0.09364,96.0,6066.0
|
| 48 |
+
opt10_D4_storm1e-3,opt10_sfa_integer_train.py,f2437693c3bf8491,3,0,--sfa-levels 4 --storm-reg 1e-3,default,2,False,32,16,100,47,0.6194398172725976,0.9814126394052045,0.3428013902721983,0.8863636363636364,0.8863636363636364,535959.150311086,2.696211338043213,126.8,2026-08-21T07:37:42.967421+00:00,0.11680800292421789,0.1812805480816785,0.15992514613796682,0.12005816137089449,0.15679589878110325,0.146974,"[0.11680800292421789, 0.1812805480816785, 0.15992514613796682, 0.12005816137089449, 0.15679589878110325]",,,,,
|
| 49 |
+
opt10_D4_storm1e-3,opt10_sfa_integer_train.py,f2437693c3bf8491,3,0,--sfa-levels 4 --storm-reg 1e-3,default,2,False,32,16,100,48,0.5921519298978898,0.9907063197026023,0.6182564316373883,0.7765151515151515,0.8863636363636364,527978.4366515838,2.7081239223480225,129.5,2026-08-21T07:37:45.705481+00:00,0.11510248482227325,0.1781324244597379,0.15770284568562226,0.12063914318295087,0.15509102274389827,0.145334,"[0.11510248482227325, 0.1781324244597379, 0.15770284568562226, 0.12063914318295087, 0.15509102274389827]",1,124.28,0.09349,90.0,6066.0
|
| 50 |
+
opt10_D4_storm1e-3,opt10_sfa_integer_train.py,f2437693c3bf8491,3,0,--sfa-levels 4 --storm-reg 1e-3,default,2,False,32,16,100,49,0.5837742803708328,0.9962825278810409,0.5093191293152896,0.8371212121212122,0.8863636363636364,529982.4089366515,2.703561544418335,132.2,2026-08-21T07:37:48.433947+00:00,0.11734194615307976,0.17779079868512995,0.1518224074560053,0.12620044105193196,0.1574233560001149,0.146116,"[0.11734194615307976, 0.17779079868512995, 0.1518224074560053, 0.12620044105193196, 0.1574233560001149]",,,,,
|
| 51 |
+
opt10_D4_storm1e-3,opt10_sfa_integer_train.py,f2437693c3bf8491,3,0,--sfa-levels 4 --storm-reg 1e-3,default,2,False,32,16,100,50,0.5865842194805359,0.9888475836431226,0.4432550740964485,0.8674242424242424,0.8863636363636364,535182.3887160633,2.7069287300109863,134.9,2026-08-21T07:37:51.166121+00:00,0.11767849238479838,0.17954954767928405,0.1577307047212825,0.12284004995051552,0.1565557805930867,0.146871,"[0.11767849238479838, 0.17954954767928405, 0.1577307047212825, 0.12284004995051552, 0.1565557805930867]",1,118.46,0.08907,97.5,6066.0
|
| 52 |
+
opt10_D4_storm1e-3,opt10_sfa_integer_train.py,f2437693c3bf8491,3,0,--sfa-levels 4 --storm-reg 1e-3,default,2,False,32,16,100,51,0.5882515481856676,0.9888475836431226,0.5396681802742409,0.8484848484848485,0.8863636363636364,533519.6749151583,2.7112648487091064,137.6,2026-08-21T07:37:53.903008+00:00,0.11763796736212338,0.1791542829836116,0.15676386654376984,0.11771874436560799,0.15836584568023682,0.145928,"[0.11763796736212338, 0.1791542829836116, 0.15676386654376984, 0.11771874436560799, 0.15836584568023682]",,,,,
|
| 53 |
+
opt10_D4_storm1e-3,opt10_sfa_integer_train.py,f2437693c3bf8491,3,0,--sfa-levels 4 --storm-reg 1e-3,default,2,False,32,16,100,52,0.5912776152883764,0.9851301115241635,0.5198524847175136,0.8371212121212122,0.8863636363636364,538174.981193439,2.7318222522735596,140.3,2026-08-21T07:37:56.660354+00:00,0.12037829353528864,0.17854545309263117,0.15602856874465942,0.11734481331180124,0.1560695355429369,0.145673,"[0.12037829353528864, 0.17854545309263117, 0.15602856874465942, 0.11734481331180124, 0.1560695355429369]",1,129.12,0.09798,96.0,6066.0
|
| 54 |
+
opt10_D4_storm1e-3,opt10_sfa_integer_train.py,f2437693c3bf8491,3,0,--sfa-levels 4 --storm-reg 1e-3,default,2,False,32,16,100,53,0.5873764305752892,0.9888475836431226,0.454271167065158,0.8598484848484849,0.8863636363636364,534917.8427601809,2.737135648727417,143.1,2026-08-21T07:37:59.421991+00:00,0.1182581628946697,0.17971993456868565,0.15676188556586995,0.11400551392751582,0.15745862091288848,0.145241,"[0.1182581628946697, 0.17971993456868565, 0.15676188556586995, 0.11400551392751582, 0.15745862091288848]",,,,,
|
| 55 |
+
opt10_D4_storm1e-3,opt10_sfa_integer_train.py,f2437693c3bf8491,3,0,--sfa-levels 4 --storm-reg 1e-3,default,2,False,32,16,100,54,0.5852635611388763,0.9888475836431226,0.46856769919395447,0.8825757575757576,0.8863636363636364,528968.5131504525,2.7286295890808105,145.8,2026-08-21T07:38:02.176409+00:00,0.1153643218909993,0.180372714119799,0.15552478590432336,0.11461102480397505,0.1579241174108842,0.144759,"[0.1153643218909993, 0.180372714119799, 0.15552478590432336, 0.11461102480397505, 0.1579241174108842]",1,140.09,0.10618,95.5,6066.0
|
| 56 |
+
opt10_D4_storm1e-3,opt10_sfa_integer_train.py,f2437693c3bf8491,3,0,--sfa-levels 4 --storm-reg 1e-3,default,2,False,32,16,100,55,0.5888519063314984,0.9925650557620818,0.5694764242930845,0.8333333333333334,0.8863636363636364,527231.0248868779,2.7325806617736816,148.5,2026-08-21T07:38:04.934233+00:00,0.11671146838104024,0.17797834557645462,0.1526279659832225,0.11065419675672755,0.15622359075967004,0.142839,"[0.11671146838104024, 0.17797834557645462, 0.1526279659832225, 0.11065419675672755, 0.15622359075967004]",,,,,
|
| 57 |
+
opt10_D4_storm1e-3,opt10_sfa_integer_train.py,f2437693c3bf8491,3,0,--sfa-levels 4 --storm-reg 1e-3,default,2,False,32,16,100,56,0.5795498999964349,0.9888475836431226,0.5870834462570421,0.8371212121212122,0.8863636363636364,523702.8870192308,2.7319540977478027,151.3,2026-08-21T07:38:07.692860+00:00,0.11567776650190353,0.1772963781567181,0.1509689863990335,0.11225689290200963,0.15780644820016973,0.142801,"[0.11567776650190353, 0.1772963781567181, 0.1509689863990335, 0.11225689290200963, 0.15780644820016973]",1,122.14,0.09269,95.0,6066.0
|
| 58 |
+
opt10_D4_storm1e-3,opt10_sfa_integer_train.py,f2437693c3bf8491,3,0,--sfa-levels 4 --storm-reg 1e-3,default,2,False,32,16,100,57,0.5804499660282774,0.9869888475836431,0.5429675326202855,0.8409090909090909,0.8863636363636364,518623.43113687786,2.7301442623138428,154.0,2026-08-21T07:38:10.447772+00:00,0.114782295682851,0.17601987631881938,0.14798403399832108,0.11005835761042203,0.15671035296776714,0.141111,"[0.114782295682851, 0.17601987631881938, 0.14798403399832108, 0.11005835761042203, 0.15671035296776714]",,,,,
|
| 59 |
+
opt10_D4_storm1e-3,opt10_sfa_integer_train.py,f2437693c3bf8491,3,0,--sfa-levels 4 --storm-reg 1e-3,default,2,False,32,16,100,58,0.5839417556847781,0.9944237918215614,0.49405909939245746,0.8333333333333334,0.8863636363636364,527727.1078902716,2.7257235050201416,156.7,2026-08-21T07:38:13.200805+00:00,0.11755200694589053,0.17751655771451838,0.1507704222903532,0.11222181644509821,0.15437225471524632,0.142487,"[0.11755200694589053, 0.17751655771451838, 0.1507704222903532, 0.11222181644509821, 0.15437225471524632]",1,122.69,0.09289,95.5,6066.0
|
| 60 |
+
opt10_D4_storm1e-3,opt10_sfa_integer_train.py,f2437693c3bf8491,3,0,--sfa-levels 4 --storm-reg 1e-3,default,2,False,32,16,100,59,0.5762467641369561,0.9944237918215614,0.4984048717852795,0.8333333333333334,0.8863636363636364,515987.5817307692,2.7332711219787598,159.5,2026-08-21T07:38:15.959947+00:00,0.11383996202665217,0.174580396974788,0.14877269723836115,0.11349631013239131,0.15497060996644638,0.141132,"[0.11383996202665217, 0.174580396974788, 0.14877269723836115, 0.11349631013239131, 0.15497060996644638]",,,,,
|
| 61 |
+
opt10_D4_storm1e-3,opt10_sfa_integer_train.py,f2437693c3bf8491,3,0,--sfa-levels 4 --storm-reg 1e-3,default,2,False,32,16,100,60,0.5741237098399591,0.9944237918215614,0.5219156182173527,0.8371212121212122,0.8863636363636364,521291.94386312214,2.714219570159912,162.2,2026-08-21T07:38:18.699940+00:00,0.1165549917256131,0.1748759983217015,0.14803119179080515,0.11132324486970901,0.15183277077534618,0.140524,"[0.1165549917256131, 0.1748759983217015, 0.14803119179080515, 0.11132324486970901, 0.15183277077534618]",1,130.96,0.09874,89.0,6066.0
|
| 62 |
+
opt10_D4_storm1e-3,opt10_sfa_integer_train.py,f2437693c3bf8491,3,0,--sfa-levels 4 --storm-reg 1e-3,default,2,False,32,16,100,61,0.5620021596273969,1.0,0.4328107251362367,0.8522727272727273,0.8863636363636364,516900.4104920814,2.7097840309143066,164.9,2026-08-21T07:38:21.434200+00:00,0.11495920752777773,0.1746349019162795,0.14703340565457063,0.1092713409486939,0.15189694744699142,0.139559,"[0.11495920752777773, 0.1746349019162795, 0.14703340565457063, 0.1092713409486939, 0.15189694744699142]",1,118.02,0.08884,98.0,6066.0
|
| 63 |
+
opt10_D4_storm1e-3,opt10_sfa_integer_train.py,f2437693c3bf8491,3,0,--sfa-levels 4 --storm-reg 1e-3,default,2,False,32,16,100,62,0.5691463450960067,0.9944237918215614,0.4396026540886272,0.8712121212121212,0.8863636363636364,518437.6389988688,2.698742389678955,167.6,2026-08-21T07:38:24.157566+00:00,0.11575889938017901,0.17482021626304178,0.14626339866834528,0.11008160605150111,0.14749502872719483,0.138884,"[0.11575889938017901, 0.17482021626304178, 0.14626339866834528, 0.11008160605150111, 0.14749502872719483]",,,,,
|
| 64 |
+
opt10_D4_storm1e-3,opt10_sfa_integer_train.py,f2437693c3bf8491,3,0,--sfa-levels 4 --storm-reg 1e-3,default,2,False,32,16,100,63,0.5643891935898026,1.0,0.4497077862421672,0.8560606060606061,0.8863636363636364,517162.17830882355,2.7109858989715576,170.3,2026-08-21T07:38:26.894599+00:00,0.11595247072332046,0.1747932188651141,0.14379356626202078,0.1073997800841051,0.1467122041127261,0.13773,"[0.11595247072332046, 0.1747932188651141, 0.14379356626202078, 0.1073997800841051, 0.1467122041127261]",1,135.27,0.10187,94.0,6066.0
|
| 65 |
+
opt10_D4_storm1e-3,opt10_sfa_integer_train.py,f2437693c3bf8491,3,0,--sfa-levels 4 --storm-reg 1e-3,default,2,False,32,16,100,64,0.5713885579410539,0.9962825278810409,0.4877967419046344,0.8522727272727273,0.8863636363636364,512521.3700509049,2.698660373687744,173.0,2026-08-21T07:38:29.618956+00:00,0.11441427513080485,0.17357197842177222,0.14326831786071553,0.10841418934219024,0.14770961771993077,0.137476,"[0.11441427513080485, 0.17357197842177222, 0.14326831786071553, 0.10841418934219024, 0.14770961771993077]",,,,,
|
| 66 |
+
opt10_D4_storm1e-3,opt10_sfa_integer_train.py,f2437693c3bf8491,3,0,--sfa-levels 4 --storm-reg 1e-3,default,2,False,32,16,100,65,0.5637837666118012,0.9962825278810409,0.4309515420234565,0.8598484848484849,0.8863636363636364,512970.693438914,2.6936194896698,175.7,2026-08-21T07:38:32.338587+00:00,0.11439507936730105,0.1742292081608492,0.14390619975679061,0.10435826550511752,0.14740604775793412,0.136859,"[0.11439507936730105, 0.1742292081608492, 0.14390619975679061, 0.10435826550511752, 0.14740604775793412]",1,130.72,0.09781,95.0,6066.0
|
| 67 |
+
opt10_D4_storm1e-3,opt10_sfa_integer_train.py,f2437693c3bf8491,3,0,--sfa-levels 4 --storm-reg 1e-3,default,2,False,32,16,100,66,0.5659051643871463,0.9962825278810409,0.4843712629693927,0.8522727272727273,0.8863636363636364,515947.3379524887,2.6925621032714844,178.4,2026-08-21T07:38:35.055962+00:00,0.11647857857101104,0.1739901567206663,0.14164339531870448,0.10469133319223628,0.14749352633953094,0.136859,"[0.11647857857101104, 0.1739901567206663, 0.14164339531870448, 0.10469133319223628, 0.14749352633953094]",,,,,
|
| 68 |
+
opt10_D4_storm1e-3,opt10_sfa_integer_train.py,f2437693c3bf8491,3,0,--sfa-levels 4 --storm-reg 1e-3,default,2,False,32,16,100,67,0.5640711161726912,0.9944237918215614,0.4636966116500623,0.8371212121212122,0.8863636363636364,509557.537188914,2.689565658569336,181.1,2026-08-21T07:38:37.770982+00:00,0.11440511004013174,0.17242460040485158,0.14111174029462478,0.10383334887378357,0.14649578490678003,0.135654,"[0.11440511004013174, 0.17242460040485158, 0.14111174029462478, 0.10383334887378357, 0.14649578490678003]",1,132.79,0.09921,96.5,6066.0
|
| 69 |
+
opt10_D4_storm1e-3,opt10_sfa_integer_train.py,f2437693c3bf8491,3,0,--sfa-levels 4 --storm-reg 1e-3,default,2,False,32,16,100,68,0.5587873376878221,1.0,0.45638054248058435,0.8522727272727273,0.8863636363636364,508335.9274604073,2.689866781234741,183.8,2026-08-21T07:38:40.486289+00:00,0.11402325507472544,0.17188184489222133,0.14105971858781927,0.10521169708055608,0.14587152091895833,0.13561,"[0.11402325507472544, 0.17188184489222133, 0.14105971858781927, 0.10521169708055608, 0.14587152091895833]",,,,,
|
| 70 |
+
opt10_D4_storm1e-3,opt10_sfa_integer_train.py,f2437693c3bf8491,3,0,--sfa-levels 4 --storm-reg 1e-3,default,2,False,32,16,100,69,0.5590652801290321,0.9962825278810409,0.4731235919576703,0.8409090909090909,0.8863636363636364,505849.5994061086,2.687739372253418,186.4,2026-08-21T07:38:43.198918+00:00,0.1137060119825251,0.17116046039497151,0.13938509278437672,0.10382639266112272,0.1452984012225095,0.134675,"[0.1137060119825251, 0.17116046039497151, 0.13938509278437672, 0.10382639266112272, 0.1452984012225095]",1,135.32,0.10103,95.5,6066.0
|
| 71 |
+
opt10_D4_storm1e-3,opt10_sfa_integer_train.py,f2437693c3bf8491,3,0,--sfa-levels 4 --storm-reg 1e-3,default,2,False,32,16,100,70,0.5632052860295462,0.9925650557620818,0.47455856836203375,0.8522727272727273,0.8863636363636364,512079.5354920814,2.7008345127105713,189.1,2026-08-21T07:38:45.926040+00:00,0.11589756783317118,0.1725396338631125,0.1393419434042538,0.10537551869364346,0.14617391807191513,0.135866,"[0.11589756783317118, 0.1725396338631125, 0.1393419434042538, 0.10537551869364346, 0.14617391807191513]",,,,,
|
| 72 |
+
opt10_D4_storm1e-3,opt10_sfa_integer_train.py,f2437693c3bf8491,3,0,--sfa-levels 4 --storm-reg 1e-3,default,2,False,32,16,100,71,0.5588336119421353,0.9981412639405205,0.4893587963147597,0.8333333333333334,0.8863636363636364,502288.87966628966,2.6918721199035645,191.8,2026-08-21T07:38:48.644712+00:00,0.11281810744720347,0.17061889960485346,0.13731816323364482,0.10354414801387225,0.14408700168132782,0.133677,"[0.11281810744720347, 0.17061889960485346, 0.13731816323364482, 0.10354414801387225, 0.14408700168132782]",1,137.27,0.10264,93.5,6066.0
|
| 73 |
+
opt10_D4_storm1e-3,opt10_sfa_integer_train.py,f2437693c3bf8491,3,0,--sfa-levels 4 --storm-reg 1e-3,default,2,False,32,16,100,72,0.5616230570250728,0.9962825278810409,0.49832595749334857,0.8560606060606061,0.8863636363636364,508725.1176470588,2.689075231552124,194.5,2026-08-21T07:38:51.360563+00:00,0.11509895719149534,0.17161449702347026,0.1379942972870434,0.10555844753980637,0.14285015972221599,0.134623,"[0.11509895719149534, 0.17161449702347026, 0.1379942972870434, 0.10555844753980637, 0.14285015972221599]",1,125.56,0.09379,97.0,6066.0
|
| 74 |
+
opt10_D4_storm1e-3,opt10_sfa_integer_train.py,f2437693c3bf8491,3,0,--sfa-levels 4 --storm-reg 1e-3,default,2,False,32,16,100,73,0.5529228012357946,1.0,0.42497947676615283,0.8636363636363636,0.8863636363636364,506673.4789309955,2.6984686851501465,197.2,2026-08-21T07:38:54.084151+00:00,0.11486523905221153,0.1712216235259,0.13618434614994945,0.10405061832245659,0.14256485157153187,0.133777,"[0.11486523905221153, 0.1712216235259, 0.13618434614994945, 0.10405061832245659, 0.14256485157153187]",,,,,
|
| 75 |
+
opt10_D4_storm1e-3,opt10_sfa_integer_train.py,f2437693c3bf8491,3,0,--sfa-levels 4 --storm-reg 1e-3,default,2,False,32,16,100,74,0.5534075119681517,0.9962825278810409,0.4269399308797085,0.8636363636363636,0.8863636363636364,502474.70772058825,2.6992504596710205,199.9,2026-08-21T07:38:56.820131+00:00,0.11264762238544576,0.17088429980418263,0.13742394745349884,0.10525618318249197,0.14238512954291174,0.133719,"[0.11264762238544576, 0.17088429980418263, 0.13742394745349884, 0.10525618318249197, 0.14238512954291174]",1,118.76,0.08905,98.0,6066.0
|
| 76 |
+
opt10_D4_storm1e-3,opt10_sfa_integer_train.py,f2437693c3bf8491,3,0,--sfa-levels 4 --storm-reg 1e-3,default,2,False,32,16,100,75,0.5574813751039895,0.9962825278810409,0.5023685025446343,0.8409090909090909,0.8863636363636364,499465.7109728507,2.6986427307128906,202.6,2026-08-21T07:38:59.543863+00:00,0.11176591103567797,0.17030607076252208,0.13669844935922063,0.10390728449120241,0.1428518172572641,0.133106,"[0.11176591103567797, 0.17030607076252208, 0.13669844935922063, 0.10390728449120241, 0.1428518172572641]",,,,,
|
| 77 |
+
opt10_D4_storm1e-3,opt10_sfa_integer_train.py,f2437693c3bf8491,3,0,--sfa-levels 4 --storm-reg 1e-3,default,2,False,32,16,100,76,0.5538212914005974,0.9981412639405205,0.4453982746962345,0.8484848484848485,0.8863636363636364,503230.57324660633,2.6954169273376465,205.3,2026-08-21T07:39:02.264850+00:00,0.11335599860724281,0.17060480748905854,0.13641524753149817,0.1060407735845622,0.14110406444353216,0.133504,"[0.11335599860724281, 0.17060480748905854, 0.13641524753149817, 0.1060407735845622, 0.14110406444353216]",1,108.31,0.08109,95.0,6066.0
|
| 78 |
+
opt10_D4_storm1e-3,opt10_sfa_integer_train.py,f2437693c3bf8491,3,0,--sfa-levels 4 --storm-reg 1e-3,default,2,False,32,16,100,77,0.5556840347091505,1.0,0.4416922005740079,0.8484848484848485,0.8863636363636364,503926.378959276,2.705794095993042,208.0,2026-08-21T07:39:04.996333+00:00,0.11389213493641685,0.16999396506477804,0.13685062878272114,0.10600352418773315,0.1396757276619182,0.133283,"[0.11389213493641685, 0.16999396506477804, 0.13685062878272114, 0.10600352418773315, 0.1396757276619182]",,,,,
|
| 79 |
+
opt10_D4_storm1e-3,opt10_sfa_integer_train.py,f2437693c3bf8491,3,0,--sfa-levels 4 --storm-reg 1e-3,default,2,False,32,16,100,78,0.552965730539485,1.0,0.41912632367827674,0.8598484848484849,0.8863636363636364,503702.8458710407,2.7099552154541016,210.7,2026-08-21T07:39:07.731757+00:00,0.11340794712305069,0.17087439929737763,0.13669195858871236,0.10558689692441155,0.1405538153998992,0.133423,"[0.11340794712305069, 0.17087439929737763, 0.13669195858871236, 0.10558689692441155, 0.1405538153998992]",1,115.59,0.08701,94.0,6066.0
|
| 80 |
+
opt10_D4_storm1e-3,opt10_sfa_integer_train.py,f2437693c3bf8491,3,0,--sfa-levels 4 --storm-reg 1e-3,default,2,False,32,16,100,79,0.5542954337198052,1.0,0.47864763393546594,0.8522727272727273,0.8863636363636364,501535.16925904976,2.710378646850586,213.4,2026-08-21T07:39:10.468371+00:00,0.1137070449836114,0.1693489306113299,0.13498348348280964,0.10348661243915558,0.13765842599027298,0.131837,"[0.1137070449836114, 0.1693489306113299, 0.13498348348280964, 0.10348661243915558, 0.13765842599027298]",,,,,
|
| 81 |
+
opt10_D4_storm1e-3,opt10_sfa_integer_train.py,f2437693c3bf8491,3,0,--sfa-levels 4 --storm-reg 1e-3,default,2,False,32,16,100,80,0.5496817042836469,1.0,0.46551083344401734,0.8598484848484849,0.8863636363636364,502733.72666855203,2.7169525623321533,216.2,2026-08-21T07:39:13.211540+00:00,0.11404985014130087,0.170356364811168,0.13394568334607518,0.10328878243179883,0.13683153425945954,0.131694,"[0.11404985014130087, 0.170356364811168, 0.13394568334607518, 0.10328878243179883, 0.13683153425945954]",1,126.53,0.09549,93.5,6066.0
|
| 82 |
+
opt10_D4_storm1e-3,opt10_sfa_integer_train.py,f2437693c3bf8491,3,0,--sfa-levels 4 --storm-reg 1e-3,default,2,False,32,16,100,81,0.5548108370773854,1.0,0.45537972992116754,0.8522727272727273,0.8863636363636364,498844.6805712669,2.7163517475128174,218.9,2026-08-21T07:39:15.952978+00:00,0.11161466424956042,0.17049647955333486,0.1360234013375114,0.10302262972382938,0.138845038764617,0.132,"[0.11161466424956042, 0.17049647955333486, 0.1360234013375114, 0.10302262972382938, 0.138845038764617]",,,,,
|
| 83 |
+
opt10_D4_storm1e-3,opt10_sfa_integer_train.py,f2437693c3bf8491,3,0,--sfa-levels 4 --storm-reg 1e-3,default,2,False,32,16,100,82,0.5502902958472865,1.0,0.4737178963242155,0.8446969696969697,0.8863636363636364,502107.9632352941,2.713836431503296,221.6,2026-08-21T07:39:18.693294+00:00,0.11361325707505732,0.17010507338187275,0.13507695671390085,0.10285755772801007,0.1389397671994041,0.132119,"[0.11361325707505732, 0.17010507338187275, 0.13507695671390085, 0.10285755772801007, 0.1389397671994041]",1,122.46,0.09232,96.0,6066.0
|
| 84 |
+
opt10_D4_storm1e-3,opt10_sfa_integer_train.py,f2437693c3bf8491,3,0,--sfa-levels 4 --storm-reg 1e-3,default,2,False,32,16,100,83,0.5509555918133392,1.0,0.46100225683414575,0.8522727272727273,0.8863636363636364,497493.19216628966,2.7145118713378906,224.3,2026-08-21T07:39:21.433180+00:00,0.112364200546461,0.16885708009495454,0.13383530518587897,0.10265497205888524,0.13781695155536428,0.131106,"[0.112364200546461, 0.16885708009495454, 0.13383530518587897, 0.10265497205888524, 0.13781695155536428]",,,,,
|
| 85 |
+
opt10_D4_storm1e-3,opt10_sfa_integer_train.py,f2437693c3bf8491,3,0,--sfa-levels 4 --storm-reg 1e-3,default,2,False,32,16,100,84,0.5519009883962156,1.0,0.4738979854366996,0.8522727272727273,0.8863636363636364,501338.128959276,2.7159652709960938,227.0,2026-08-21T07:39:24.174881+00:00,0.11374127733356812,0.16941510842126958,0.1341447313042248,0.10418939283665489,0.13885147694279165,0.132068,"[0.11374127733356812, 0.16941510842126958, 0.1341447313042248, 0.10418939283665489, 0.13885147694279165]",1,128.1,0.09664,96.0,6066.0
|
| 86 |
+
opt10_D4_storm1e-3,opt10_sfa_integer_train.py,f2437693c3bf8491,3,0,--sfa-levels 4 --storm-reg 1e-3,default,2,False,32,16,100,85,0.553765763358999,0.9981412639405205,0.42930264364589343,0.8636363636363636,0.8863636363636364,499830.8127828054,2.7191765308380127,229.7,2026-08-21T07:39:26.918780+00:00,0.1127090467249646,0.16997459267868714,0.1344081189702539,0.10372136752395068,0.13809630450080423,0.131782,"[0.1127090467249646, 0.16997459267868714, 0.1344081189702539, 0.10372136752395068, 0.13809630450080423]",,,,,
|
| 87 |
+
opt10_D4_storm1e-3,opt10_sfa_integer_train.py,f2437693c3bf8491,3,0,--sfa-levels 4 --storm-reg 1e-3,default,2,False,32,16,100,86,0.5533649832785794,0.9981412639405205,0.4299708433223493,0.8598484848484849,0.8863636363636364,495968.8475678733,2.7127134799957275,232.5,2026-08-21T07:39:29.657028+00:00,0.11186872203560437,0.1686608852709041,0.13342280422939973,0.10219290282796412,0.13751880123334773,0.130733,"[0.11186872203560437, 0.1686608852709041, 0.13342280422939973, 0.10219290282796412, 0.13751880123334773]",1,124.06,0.09348,88.5,6066.0
|
| 88 |
+
opt10_D4_storm1e-3,opt10_sfa_integer_train.py,f2437693c3bf8491,3,0,--sfa-levels 4 --storm-reg 1e-3,default,2,False,32,16,100,87,0.5511369093643245,0.9981412639405205,0.4681468005433227,0.8522727272727273,0.8863636363636364,505797.5024038461,2.7098805904388428,235.2,2026-08-21T07:39:32.393831+00:00,0.1152098380467471,0.17048380655400894,0.1348816603422165,0.10316326425356023,0.13973227493903217,0.132694,"[0.1152098380467471, 0.17048380655400894, 0.1348816603422165, 0.10316326425356023, 0.13973227493903217]",1,118.71,0.08936,98.0,6066.0
|
| 89 |
+
opt10_D4_storm1e-3,opt10_sfa_integer_train.py,f2437693c3bf8491,3,0,--sfa-levels 4 --storm-reg 1e-3,default,2,False,32,16,100,88,0.5517464043039372,0.9962825278810409,0.4432207770419843,0.8598484848484849,0.8863636363636364,502672.8540723982,2.710561513900757,237.9,2026-08-21T07:39:35.129857+00:00,0.11425734048380572,0.17001446380334742,0.13388156277291915,0.10250029318472918,0.13682825425091913,0.131496,"[0.11425734048380572, 0.17001446380334742, 0.13388156277291915, 0.10250029318472918, 0.13682825425091913]",,,,,
|
| 90 |
+
opt10_D4_storm1e-3,opt10_sfa_integer_train.py,f2437693c3bf8491,3,0,--sfa-levels 4 --storm-reg 1e-3,default,2,False,32,16,100,89,0.5465937972511944,1.0,0.43006793116078235,0.8674242424242424,0.8863636363636364,498240.13150452496,2.7085604667663574,240.6,2026-08-21T07:39:37.869202+00:00,0.11264638778041391,0.16967377767843358,0.13275050415712245,0.10177289343932096,0.1357615721576354,0.130521,"[0.11264638778041391, 0.16967377767843358, 0.13275050415712245, 0.10177289343932096, 0.1357615721576354]",1,126.28,0.09501,94.5,6066.0
|
| 91 |
+
opt10_D4_storm1e-3,opt10_sfa_integer_train.py,f2437693c3bf8491,3,0,--sfa-levels 4 --storm-reg 1e-3,default,2,False,32,16,100,90,0.5457079164600727,1.0,0.45530789819630707,0.8598484848484849,0.8863636363636364,497529.8313065611,2.703184127807617,243.3,2026-08-21T07:39:40.598518+00:00,0.11236616224050522,0.16927932641085455,0.13321568334803863,0.1020351709688411,0.13736257132361918,0.130852,"[0.11236616224050522, 0.16927932641085455, 0.13321568334803863, 0.1020351709688411, 0.13736257132361918]",,,,,
|
| 92 |
+
opt10_D4_storm1e-3,opt10_sfa_integer_train.py,f2437693c3bf8491,3,0,--sfa-levels 4 --storm-reg 1e-3,default,2,False,32,16,100,91,0.5479253410849872,1.0,0.45713303034955804,0.8560606060606061,0.8863636363636364,496787.0646210407,2.711440086364746,246.0,2026-08-21T07:39:43.336037+00:00,0.11178990716443342,0.16958059019902172,0.1334603595383027,0.10221504989792318,0.13711261310998132,0.130832,"[0.11178990716443342, 0.16958059019902172, 0.1334603595383027, 0.10221504989792318, 0.13711261310998132]",1,118.6,0.08933,94.0,6066.0
|
| 93 |
+
opt10_D4_storm1e-3,opt10_sfa_integer_train.py,f2437693c3bf8491,3,0,--sfa-levels 4 --storm-reg 1e-3,default,2,False,32,16,100,92,0.5535724898696389,0.9981412639405205,0.4620698405937715,0.8636363636363636,0.8863636363636364,496399.0189479638,2.7027926445007324,248.7,2026-08-21T07:39:46.063995+00:00,0.11232502276406568,0.16857989220058217,0.1327050003935309,0.10179346756023519,0.13591692202231465,0.130264,"[0.11232502276406568, 0.16857989220058217, 0.1327050003935309, 0.10179346756023519, 0.13591692202231465]",,,,,
|
| 94 |
+
opt10_D4_storm1e-3,opt10_sfa_integer_train.py,f2437693c3bf8491,3,0,--sfa-levels 4 --storm-reg 1e-3,default,2,False,32,16,100,93,0.548748717653707,1.0,0.44777788899161597,0.8712121212121212,0.8863636363636364,498021.40158371034,2.6953248977661133,251.4,2026-08-21T07:39:48.784269+00:00,0.11270311869242612,0.1691779292681638,0.13312193926642923,0.10162935581277399,0.1365793154520147,0.130642,"[0.11270311869242612, 0.1691779292681638, 0.13312193926642923, 0.10162935581277399, 0.1365793154520147]",1,127.08,0.09514,95.5,6066.0
|
| 95 |
+
opt10_D4_storm1e-3,opt10_sfa_integer_train.py,f2437693c3bf8491,3,0,--sfa-levels 4 --storm-reg 1e-3,default,2,False,32,16,100,94,0.5530296599554749,0.9962825278810409,0.4668703214688735,0.8598484848484849,0.8863636363636364,497234.99109162897,2.6954145431518555,254.1,2026-08-21T07:39:51.505927+00:00,0.11262844546752818,0.1685284805648467,0.13320293496636784,0.10169649693895788,0.1365479002980625,0.130521,"[0.11262844546752818, 0.1685284805648467, 0.13320293496636784, 0.10169649693895788, 0.1365479002980625]",,,,,
|
| 96 |
+
opt10_D4_storm1e-3,opt10_sfa_integer_train.py,f2437693c3bf8491,3,0,--sfa-levels 4 --storm-reg 1e-3,default,2,False,32,16,100,95,0.5512861496453835,0.9962825278810409,0.4505650798479716,0.8598484848484849,0.8863636363636364,496916.1510180995,2.710932731628418,256.8,2026-08-21T07:39:54.242001+00:00,0.11219572451184778,0.16914173434762395,0.13312630004742565,0.10154141354210236,0.13730426307986765,0.130662,"[0.11219572451184778, 0.16914173434762395, 0.13312630004742565, 0.10154141354210236, 0.13730426307986765]",1,131.46,0.09899,95.5,6066.0
|
| 97 |
+
opt10_D4_storm1e-3,opt10_sfa_integer_train.py,f2437693c3bf8491,3,0,--sfa-levels 4 --storm-reg 1e-3,default,2,False,32,16,100,96,0.553801607022055,1.0,0.4400966203573978,0.8598484848484849,0.8863636363636364,500329.68834841624,2.6966552734375,259.5,2026-08-21T07:39:56.963974+00:00,0.11375991868622162,0.1692749147906023,0.13304046497625463,0.101826993858113,0.13742181132821477,0.131065,"[0.11375991868622162, 0.1692749147906023, 0.13304046497625463, 0.101826993858113, 0.13742181132821477]",,,,,
|
| 98 |
+
opt10_D4_storm1e-3,opt10_sfa_integer_train.py,f2437693c3bf8491,3,0,--sfa-levels 4 --storm-reg 1e-3,default,2,False,32,16,100,97,0.5482037896117313,1.0,0.4638139253312891,0.8598484848484849,0.8863636363636364,497487.0361990951,2.6976239681243896,262.2,2026-08-21T07:39:59.686295+00:00,0.11263374984264374,0.16900388107580297,0.132751588435734,0.10153729030314614,0.13655735902926502,0.130497,"[0.11263374984264374, 0.16900388107580297, 0.132751588435734, 0.10153729030314614, 0.13655735902926502]",1,119.75,0.08973,96.0,6066.0
|
| 99 |
+
opt10_D4_storm1e-3,opt10_sfa_integer_train.py,f2437693c3bf8491,3,0,--sfa-levels 4 --storm-reg 1e-3,default,2,False,32,16,100,98,0.5496624566365352,1.0,0.4529963650486686,0.8636363636363636,0.8863636363636364,498691.9203902715,2.7026586532592773,264.9,2026-08-21T07:40:02.413908+00:00,0.11288521964760388,0.16953929908135357,0.13299672217930064,0.10144643441719167,0.13650357372620525,0.130674,"[0.11288521964760388, 0.16953929908135357, 0.13299672217930064, 0.10144643441719167, 0.13650357372620525]",1,121.47,0.09119,91.5,6066.0
|
| 100 |
+
opt10_D4_storm1e-3,opt10_sfa_integer_train.py,f2437693c3bf8491,3,0,--sfa-levels 4 --storm-reg 1e-3,default,2,False,32,16,100,99,0.5505738956334423,0.9981412639405205,0.45458279595230566,0.8560606060606061,0.8863636363636364,498146.4673359728,2.705646276473999,267.6,2026-08-21T07:40:05.144038+00:00,0.11279748862280566,0.16914789378643036,0.13309922814369202,0.10140406077398974,0.13657936716780944,0.130606,"[0.11279748862280566, 0.16914789378643036, 0.13309922814369202, 0.10140406077398974, 0.13657936716780944]",,,,,
|
| 101 |
+
opt10_D4_storm1e-3,opt10_sfa_integer_train.py,f2437693c3bf8491,3,0,--sfa-levels 4 --storm-reg 1e-3,default,2,False,32,16,100,100,0.5487018768229006,1.0,0.4458513323104743,0.8636363636363636,0.8863636363636364,498072.4602658371,2.6988906860351562,270.3,2026-08-21T07:40:07.868383+00:00,0.11317529836121727,0.1686732067781336,0.13243407361647663,0.1013226197922931,0.13548078607110417,0.130217,"[0.11317529836121727, 0.1686732067781336, 0.13243407361647663, 0.1013226197922931, 0.13548078607110417]",1,118.37,0.08874,98.5,6066.0
|
opt10_sfa_integer_train/opt10_D4_storm1e-3.epochs.jsonl
ADDED
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@@ -0,0 +1,100 @@
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| 1 |
+
{"epoch": 1, "train_loss": 4.079596567331193, "train_acc": 0.38661710037174724, "test_loss": 14.316757317745324, "test_acc": 0.11742424242424243, "best_acc": 0.11742424242424243, "spike_rates": [0.1673373562448165, 0.22426674032912536, 0.262928785646663, 0.277775880168466, 0.29771606361164765], "spikes_per_sample": 762843.7204468326, "wall_time_s": 3.0821471214294434, "timestamp": "2026-08-21T07:35:37.990268+00:00"}
|
| 2 |
+
{"epoch": 2, "train_loss": 1.8062063034582316, "train_acc": 0.5464684014869888, "test_loss": 2.550581274610577, "test_acc": 0.4734848484848485, "best_acc": 0.4734848484848485, "spike_rates": [0.1717022972948411, 0.23478312264470494, 0.2703808616189396, 0.2815813755287844, 0.26483408142538634], "spikes_per_sample": 787159.9578619909, "wall_time_s": 2.5963473320007324, "timestamp": "2026-08-21T07:35:40.618340+00:00"}
|
| 3 |
+
{"epoch": 3, "train_loss": 1.4736898459466417, "train_acc": 0.620817843866171, "test_loss": 1.0634526411692302, "test_acc": 0.6439393939393939, "best_acc": 0.6439393939393939, "spike_rates": [0.16329227826174567, 0.23281007479218876, 0.2705225085510927, 0.26854437764953165, 0.25838801965993996], "spikes_per_sample": 765764.2952488689, "wall_time_s": 2.607316493988037, "timestamp": "2026-08-21T07:35:43.257501+00:00"}
|
| 4 |
+
{"epoch": 4, "train_loss": 1.2613655457266202, "train_acc": 0.6895910780669146, "test_loss": 0.9516376473686912, "test_acc": 0.6742424242424242, "best_acc": 0.6742424242424242, "spike_rates": [0.16021326534888325, 0.22988560883437886, 0.26361502794658437, 0.2386430931441924, 0.22700113846975215], "spikes_per_sample": 748436.5367647059, "wall_time_s": 2.6269471645355225, "timestamp": "2026-08-21T07:35:45.916825+00:00"}
|
| 5 |
+
{"epoch": 5, "train_loss": 1.1214194736516165, "train_acc": 0.7397769516728625, "test_loss": 1.0030420693484219, "test_acc": 0.6553030303030303, "best_acc": 0.6742424242424242, "spike_rates": [0.15326345317503987, 0.22674604549127467, 0.2532781257348902, 0.21860124258434072, 0.20238872924271753], "spikes_per_sample": 722315.9954751132, "wall_time_s": 2.6177120208740234, "timestamp": "2026-08-21T07:35:48.570686+00:00"}
|
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{"epoch": 83, "train_loss": 0.5509555918133392, "train_acc": 1.0, "test_loss": 0.46100225683414575, "test_acc": 0.8522727272727273, "best_acc": 0.8863636363636364, "spike_rates": [0.112364200546461, 0.16885708009495454, 0.13383530518587897, 0.10265497205888524, 0.13781695155536428], "spikes_per_sample": 497493.19216628966, "wall_time_s": 2.7145118713378906, "timestamp": "2026-08-21T07:39:21.433180+00:00"}
|
| 84 |
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|
| 85 |
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|
| 86 |
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{"epoch": 86, "train_loss": 0.5533649832785794, "train_acc": 0.9981412639405205, "test_loss": 0.4299708433223493, "test_acc": 0.8598484848484849, "best_acc": 0.8863636363636364, "spike_rates": [0.11186872203560437, 0.1686608852709041, 0.13342280422939973, 0.10219290282796412, 0.13751880123334773], "spikes_per_sample": 495968.8475678733, "wall_time_s": 2.7127134799957275, "timestamp": "2026-08-21T07:39:29.657028+00:00"}
|
| 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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{"epoch": 96, "train_loss": 0.553801607022055, "train_acc": 1.0, "test_loss": 0.4400966203573978, "test_acc": 0.8598484848484849, "best_acc": 0.8863636363636364, "spike_rates": [0.11375991868622162, 0.1692749147906023, 0.13304046497625463, 0.101826993858113, 0.13742181132821477], "spikes_per_sample": 500329.68834841624, "wall_time_s": 2.6966552734375, "timestamp": "2026-08-21T07:39:56.963974+00:00"}
|
| 97 |
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{"epoch": 97, "train_loss": 0.5482037896117313, "train_acc": 1.0, "test_loss": 0.4638139253312891, "test_acc": 0.8598484848484849, "best_acc": 0.8863636363636364, "spike_rates": [0.11263374984264374, 0.16900388107580297, 0.132751588435734, 0.10153729030314614, 0.13655735902926502], "spikes_per_sample": 497487.0361990951, "wall_time_s": 2.6976239681243896, "timestamp": "2026-08-21T07:39:59.686295+00:00"}
|
| 98 |
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{"epoch": 98, "train_loss": 0.5496624566365352, "train_acc": 1.0, "test_loss": 0.4529963650486686, "test_acc": 0.8636363636363636, "best_acc": 0.8863636363636364, "spike_rates": [0.11288521964760388, 0.16953929908135357, 0.13299672217930064, 0.10144643441719167, 0.13650357372620525], "spikes_per_sample": 498691.9203902715, "wall_time_s": 2.7026586532592773, "timestamp": "2026-08-21T07:40:02.413908+00:00"}
|
| 99 |
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|
| 100 |
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{"epoch": 100, "train_loss": 0.5487018768229006, "train_acc": 1.0, "test_loss": 0.4458513323104743, "test_acc": 0.8636363636363636, "best_acc": 0.8863636363636364, "spike_rates": [0.11317529836121727, 0.1686732067781336, 0.13243407361647663, 0.1013226197922931, 0.13548078607110417], "spikes_per_sample": 498072.4602658371, "wall_time_s": 2.6988906860351562, "timestamp": "2026-08-21T07:40:07.868383+00:00"}
|
opt10_sfa_integer_train/opt10_D4_storm1e-3.gpu_telemetry.csv
ADDED
|
@@ -0,0 +1,227 @@
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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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| 21 |
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| 27 |
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| 28 |
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| 29 |
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| 30 |
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| 31 |
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| 32 |
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| 33 |
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| 40 |
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| 52 |
+
2026/08/21 07:35:44.204, 0, 96, 86, 3033, 15360, 68, 68.47, 1080
|
| 53 |
+
2026/08/21 07:35:44.217, 1, 96, 87, 3033, 15360, 66, 65.93, 1215
|
| 54 |
+
2026/08/21 07:35:49.274, 0, 96, 86, 3033, 15360, 69, 63.87, 1170
|
| 55 |
+
2026/08/21 07:35:49.298, 1, 94, 87, 3033, 15360, 67, 61.06, 1245
|
| 56 |
+
2026/08/21 07:35:54.352, 0, 94, 84, 3033, 15360, 70, 65.61, 1335
|
| 57 |
+
2026/08/21 07:35:54.366, 1, 94, 84, 3033, 15360, 69, 64.42, 1320
|
| 58 |
+
2026/08/21 07:35:59.426, 0, 82, 79, 3033, 15360, 71, 64.10, 1230
|
| 59 |
+
2026/08/21 07:35:59.440, 1, 97, 39, 3033, 15360, 70, 52.99, 1185
|
| 60 |
+
2026/08/21 07:36:04.489, 0, 96, 97, 3033, 15360, 72, 69.06, 1275
|
| 61 |
+
2026/08/21 07:36:04.506, 1, 100, 0, 3033, 15360, 70, 48.56, 1590
|
| 62 |
+
2026/08/21 07:36:09.550, 0, 96, 85, 3033, 15360, 73, 60.81, 1110
|
| 63 |
+
2026/08/21 07:36:09.564, 1, 96, 85, 3033, 15360, 71, 40.39, 1470
|
| 64 |
+
2026/08/21 07:36:14.613, 0, 93, 79, 3033, 15360, 74, 61.20, 1155
|
| 65 |
+
2026/08/21 07:36:14.630, 1, 93, 79, 3033, 15360, 73, 63.67, 1200
|
| 66 |
+
2026/08/21 07:36:19.679, 0, 96, 86, 3033, 15360, 75, 63.57, 1095
|
| 67 |
+
2026/08/21 07:36:19.699, 1, 96, 85, 3033, 15360, 74, 60.48, 1125
|
| 68 |
+
2026/08/21 07:36:24.761, 0, 94, 83, 3033, 15360, 77, 65.34, 1170
|
| 69 |
+
2026/08/21 07:36:24.775, 1, 93, 82, 3033, 15360, 74, 62.89, 1170
|
| 70 |
+
2026/08/21 07:36:29.830, 0, 94, 80, 3033, 15360, 78, 53.74, 1020
|
| 71 |
+
2026/08/21 07:36:29.844, 1, 94, 81, 3033, 15360, 75, 62.83, 1155
|
| 72 |
+
2026/08/21 07:36:34.901, 0, 96, 84, 3033, 15360, 80, 63.51, 960
|
| 73 |
+
2026/08/21 07:36:34.924, 1, 97, 82, 3033, 15360, 76, 64.36, 1080
|
| 74 |
+
2026/08/21 07:36:39.981, 0, 96, 97, 3033, 15360, 81, 62.93, 1050
|
| 75 |
+
2026/08/21 07:36:40.000, 1, 100, 0, 3033, 15360, 76, 52.30, 1590
|
| 76 |
+
2026/08/21 07:36:45.045, 0, 95, 75, 3033, 15360, 82, 68.10, 1050
|
| 77 |
+
2026/08/21 07:36:45.059, 1, 93, 78, 3033, 15360, 77, 65.18, 960
|
| 78 |
+
2026/08/21 07:36:50.119, 0, 95, 75, 3033, 15360, 81, 66.57, 780
|
| 79 |
+
2026/08/21 07:36:50.135, 1, 94, 79, 3033, 15360, 76, 61.75, 945
|
| 80 |
+
2026/08/21 07:36:55.198, 0, 96, 84, 3033, 15360, 79, 65.32, 975
|
| 81 |
+
2026/08/21 07:36:55.214, 1, 95, 85, 3033, 15360, 75, 73.88, 1080
|
| 82 |
+
2026/08/21 07:37:00.265, 0, 97, 82, 3033, 15360, 78, 65.53, 930
|
| 83 |
+
2026/08/21 07:37:00.285, 1, 96, 82, 3033, 15360, 74, 64.95, 1170
|
| 84 |
+
2026/08/21 07:37:05.344, 0, 84, 76, 3033, 15360, 77, 66.22, 1065
|
| 85 |
+
2026/08/21 07:37:05.366, 1, 96, 84, 3033, 15360, 73, 61.16, 1230
|
| 86 |
+
2026/08/21 07:37:10.421, 0, 97, 98, 3033, 15360, 76, 67.10, 1140
|
| 87 |
+
2026/08/21 07:37:10.437, 1, 100, 0, 3033, 15360, 72, 50.23, 1590
|
| 88 |
+
2026/08/21 07:37:15.485, 0, 93, 81, 3033, 15360, 75, 67.24, 1050
|
| 89 |
+
2026/08/21 07:37:15.504, 1, 93, 79, 3033, 15360, 71, 66.33, 1395
|
| 90 |
+
2026/08/21 07:37:20.557, 0, 96, 85, 3033, 15360, 75, 67.10, 1065
|
| 91 |
+
2026/08/21 07:37:20.569, 1, 97, 84, 3033, 15360, 71, 62.24, 1140
|
| 92 |
+
2026/08/21 07:37:25.619, 0, 94, 82, 3033, 15360, 75, 61.69, 930
|
| 93 |
+
2026/08/21 07:37:25.635, 1, 94, 82, 3033, 15360, 71, 73.63, 1005
|
| 94 |
+
2026/08/21 07:37:30.687, 0, 96, 85, 3033, 15360, 75, 65.83, 1140
|
| 95 |
+
2026/08/21 07:37:30.699, 1, 96, 85, 3033, 15360, 71, 65.44, 1350
|
| 96 |
+
2026/08/21 07:37:35.761, 0, 93, 80, 3033, 15360, 75, 62.67, 930
|
| 97 |
+
2026/08/21 07:37:35.776, 1, 93, 82, 3033, 15360, 72, 75.83, 1035
|
| 98 |
+
2026/08/21 07:37:40.829, 0, 97, 84, 3033, 15360, 76, 63.91, 1080
|
| 99 |
+
2026/08/21 07:37:40.850, 1, 95, 79, 3033, 15360, 72, 61.42, 1140
|
| 100 |
+
2026/08/21 07:37:45.909, 0, 84, 86, 3033, 15360, 77, 61.98, 1035
|
| 101 |
+
2026/08/21 07:37:45.926, 1, 96, 54, 3033, 15360, 73, 62.30, 1200
|
| 102 |
+
2026/08/21 07:37:50.975, 0, 95, 88, 3033, 15360, 78, 68.72, 1155
|
| 103 |
+
2026/08/21 07:37:50.993, 1, 100, 16, 3033, 15360, 74, 49.74, 1590
|
| 104 |
+
2026/08/21 07:37:56.039, 0, 97, 83, 3033, 15360, 78, 63.57, 1035
|
| 105 |
+
2026/08/21 07:37:56.053, 1, 95, 77, 3033, 15360, 75, 65.55, 1080
|
| 106 |
+
2026/08/21 07:38:01.102, 0, 97, 83, 3033, 15360, 79, 66.51, 930
|
| 107 |
+
2026/08/21 07:38:01.121, 1, 94, 82, 3033, 15360, 75, 73.58, 1050
|
| 108 |
+
2026/08/21 07:38:06.182, 0, 94, 79, 3033, 15360, 79, 67.45, 855
|
| 109 |
+
2026/08/21 07:38:06.201, 1, 96, 84, 3033, 15360, 75, 54.69, 960
|
| 110 |
+
2026/08/21 07:38:11.252, 0, 94, 82, 3033, 15360, 78, 61.69, 1095
|
| 111 |
+
2026/08/21 07:38:11.267, 1, 97, 82, 3033, 15360, 75, 61.00, 960
|
| 112 |
+
2026/08/21 07:38:16.326, 0, 84, 75, 3033, 15360, 78, 61.69, 1185
|
| 113 |
+
2026/08/21 07:38:16.342, 1, 94, 80, 3033, 15360, 74, 69.27, 1215
|
| 114 |
+
2026/08/21 07:38:21.397, 0, 96, 96, 3033, 15360, 77, 67.59, 1095
|
| 115 |
+
2026/08/21 07:38:21.415, 1, 100, 0, 3033, 15360, 73, 50.43, 1590
|
| 116 |
+
2026/08/21 07:38:26.462, 0, 95, 87, 3033, 15360, 77, 63.85, 960
|
| 117 |
+
2026/08/21 07:38:26.479, 1, 93, 77, 3033, 15360, 73, 71.42, 1065
|
| 118 |
+
2026/08/21 07:38:31.531, 0, 94, 80, 3033, 15360, 76, 64.89, 960
|
| 119 |
+
2026/08/21 07:38:31.549, 1, 96, 82, 3033, 15360, 73, 65.83, 1065
|
| 120 |
+
2026/08/21 07:38:36.607, 0, 97, 83, 3033, 15360, 76, 66.81, 1080
|
| 121 |
+
2026/08/21 07:38:36.623, 1, 96, 88, 3033, 15360, 72, 65.98, 1155
|
| 122 |
+
2026/08/21 07:38:41.673, 0, 97, 87, 3033, 15360, 76, 62.77, 1170
|
| 123 |
+
2026/08/21 07:38:41.686, 1, 94, 81, 3033, 15360, 73, 72.55, 1230
|
| 124 |
+
2026/08/21 07:38:46.738, 0, 93, 82, 3033, 15360, 76, 62.32, 900
|
| 125 |
+
2026/08/21 07:38:46.755, 1, 94, 78, 3033, 15360, 72, 74.95, 1020
|
| 126 |
+
2026/08/21 07:38:51.815, 0, 97, 83, 3033, 15360, 76, 63.67, 1065
|
| 127 |
+
2026/08/21 07:38:51.832, 1, 97, 84, 3033, 15360, 72, 61.89, 1155
|
| 128 |
+
2026/08/21 07:38:56.887, 0, 96, 97, 3033, 15360, 77, 43.27, 1290
|
| 129 |
+
2026/08/21 07:38:56.900, 1, 100, 0, 3033, 15360, 73, 75.49, 1200
|
| 130 |
+
2026/08/21 07:39:01.948, 0, 96, 86, 3033, 15360, 77, 61.98, 1110
|
| 131 |
+
2026/08/21 07:39:01.962, 1, 94, 81, 3033, 15360, 73, 46.33, 1575
|
| 132 |
+
2026/08/21 07:39:07.012, 0, 94, 85, 3033, 15360, 77, 63.22, 1155
|
| 133 |
+
2026/08/21 07:39:07.027, 1, 94, 81, 3033, 15360, 74, 52.37, 1170
|
| 134 |
+
2026/08/21 07:39:12.078, 0, 94, 83, 3033, 15360, 77, 64.06, 1185
|
| 135 |
+
2026/08/21 07:39:12.092, 1, 93, 82, 3033, 15360, 74, 62.47, 1200
|
| 136 |
+
2026/08/21 07:39:17.145, 0, 96, 87, 3033, 15360, 78, 61.10, 1140
|
| 137 |
+
2026/08/21 07:39:17.159, 1, 96, 86, 3033, 15360, 74, 61.36, 1170
|
| 138 |
+
2026/08/21 07:39:22.220, 0, 96, 87, 3033, 15360, 78, 64.59, 1125
|
| 139 |
+
2026/08/21 07:39:22.234, 1, 96, 85, 3033, 15360, 74, 63.51, 1170
|
| 140 |
+
2026/08/21 07:39:27.288, 0, 85, 78, 3033, 15360, 77, 63.65, 1170
|
| 141 |
+
2026/08/21 07:39:27.302, 1, 92, 78, 3033, 15360, 74, 60.41, 1140
|
| 142 |
+
2026/08/21 07:39:32.360, 0, 96, 97, 3033, 15360, 77, 68.18, 1155
|
| 143 |
+
2026/08/21 07:39:32.377, 1, 100, 0, 3033, 15360, 73, 50.53, 1590
|
| 144 |
+
2026/08/21 07:39:37.420, 0, 96, 88, 3033, 15360, 77, 63.10, 1170
|
| 145 |
+
2026/08/21 07:39:37.437, 1, 93, 79, 3033, 15360, 74, 63.18, 1095
|
| 146 |
+
2026/08/21 07:39:42.491, 0, 94, 84, 3033, 15360, 77, 53.42, 1050
|
| 147 |
+
2026/08/21 07:39:42.505, 1, 94, 78, 3033, 15360, 74, 65.18, 930
|
| 148 |
+
2026/08/21 07:39:47.562, 0, 95, 80, 3033, 15360, 77, 69.61, 900
|
| 149 |
+
2026/08/21 07:39:47.583, 1, 96, 80, 3033, 15360, 73, 57.47, 1035
|
| 150 |
+
2026/08/21 07:39:52.641, 0, 95, 78, 3033, 15360, 76, 63.81, 1065
|
| 151 |
+
2026/08/21 07:39:52.661, 1, 96, 83, 3033, 15360, 73, 67.65, 1080
|
| 152 |
+
2026/08/21 07:39:57.718, 0, 96, 83, 3033, 15360, 77, 61.00, 1155
|
| 153 |
+
2026/08/21 07:39:57.737, 1, 96, 85, 3033, 15360, 73, 58.75, 1200
|
| 154 |
+
2026/08/21 07:40:02.795, 0, 88, 83, 3033, 15360, 77, 52.10, 1065
|
| 155 |
+
2026/08/21 07:40:02.815, 1, 95, 86, 3033, 15360, 74, 69.37, 1140
|
| 156 |
+
2026/08/21 07:40:07.863, 0, 97, 97, 3033, 15360, 77, 68.43, 1095
|
| 157 |
+
2026/08/21 07:40:07.875, 1, 100, 0, 3033, 15360, 73, 49.94, 1590
|
| 158 |
+
2026/08/21 07:40:12.917, 0, 82, 59, 3035, 15360, 77, 52.72, 1170
|
| 159 |
+
2026/08/21 07:40:12.931, 1, 0, 0, 3, 15360, 69, 12.14, 375
|
| 160 |
+
2026/08/21 07:40:17.987, 0, 86, 61, 3035, 15360, 77, 69.55, 945
|
| 161 |
+
2026/08/21 07:40:17.999, 1, 0, 0, 3, 15360, 66, 12.54, 300
|
| 162 |
+
2026/08/21 07:40:23.054, 0, 87, 63, 3035, 15360, 77, 70.63, 990
|
| 163 |
+
2026/08/21 07:40:23.066, 1, 0, 0, 3, 15360, 64, 11.55, 300
|
| 164 |
+
2026/08/21 07:40:28.120, 0, 94, 73, 3035, 15360, 77, 64.20, 1080
|
| 165 |
+
2026/08/21 07:40:28.133, 1, 0, 0, 3, 15360, 63, 11.65, 300
|
| 166 |
+
2026/08/21 07:40:33.187, 0, 92, 71, 3035, 15360, 77, 64.89, 1095
|
| 167 |
+
2026/08/21 07:40:33.200, 1, 0, 0, 3, 15360, 61, 13.73, 300
|
| 168 |
+
2026/08/21 07:40:38.255, 0, 95, 75, 3035, 15360, 77, 58.56, 1170
|
| 169 |
+
2026/08/21 07:40:38.269, 1, 0, 0, 3, 15360, 59, 11.55, 300
|
| 170 |
+
2026/08/21 07:40:43.323, 0, 92, 70, 3035, 15360, 77, 65.71, 1020
|
| 171 |
+
2026/08/21 07:40:43.346, 1, 0, 0, 3, 15360, 58, 11.64, 300
|
| 172 |
+
2026/08/21 07:40:48.402, 0, 87, 64, 3035, 15360, 77, 61.69, 990
|
| 173 |
+
2026/08/21 07:40:48.413, 1, 0, 0, 3, 15360, 57, 10.85, 300
|
| 174 |
+
2026/08/21 07:40:53.468, 0, 91, 68, 3035, 15360, 77, 66.20, 1035
|
| 175 |
+
2026/08/21 07:40:53.482, 1, 0, 0, 3, 15360, 56, 10.75, 300
|
| 176 |
+
2026/08/21 07:40:58.538, 0, 87, 65, 3035, 15360, 77, 64.79, 1020
|
| 177 |
+
2026/08/21 07:40:58.552, 1, 0, 0, 3, 15360, 55, 11.64, 300
|
| 178 |
+
2026/08/21 07:41:03.608, 0, 91, 71, 3035, 15360, 77, 70.64, 885
|
| 179 |
+
2026/08/21 07:41:03.623, 1, 0, 0, 3, 15360, 53, 11.25, 300
|
| 180 |
+
2026/08/21 07:41:08.678, 0, 90, 67, 3035, 15360, 77, 53.74, 960
|
| 181 |
+
2026/08/21 07:41:08.697, 1, 0, 0, 3, 15360, 53, 10.56, 300
|
| 182 |
+
2026/08/21 07:41:13.757, 0, 93, 73, 3035, 15360, 77, 69.02, 915
|
| 183 |
+
2026/08/21 07:41:13.770, 1, 0, 0, 3, 15360, 52, 10.85, 300
|
| 184 |
+
2026/08/21 07:41:18.825, 0, 92, 69, 3035, 15360, 77, 65.81, 1050
|
| 185 |
+
2026/08/21 07:41:18.839, 1, 0, 0, 3, 15360, 51, 11.15, 300
|
| 186 |
+
2026/08/21 07:41:23.895, 0, 91, 68, 3035, 15360, 77, 62.14, 915
|
| 187 |
+
2026/08/21 07:41:23.908, 1, 0, 0, 3, 15360, 50, 10.65, 300
|
| 188 |
+
2026/08/21 07:41:28.963, 0, 86, 63, 3035, 15360, 77, 60.53, 1155
|
| 189 |
+
2026/08/21 07:41:28.984, 1, 0, 0, 3, 15360, 49, 12.44, 300
|
| 190 |
+
2026/08/21 07:41:34.039, 0, 92, 68, 3035, 15360, 77, 55.05, 930
|
| 191 |
+
2026/08/21 07:41:34.052, 1, 0, 0, 3, 15360, 48, 10.46, 300
|
| 192 |
+
2026/08/21 07:41:39.108, 0, 91, 68, 3035, 15360, 77, 68.63, 945
|
| 193 |
+
2026/08/21 07:41:39.123, 1, 0, 0, 3, 15360, 48, 11.05, 300
|
| 194 |
+
2026/08/21 07:41:44.177, 0, 90, 67, 3035, 15360, 77, 54.07, 1110
|
| 195 |
+
2026/08/21 07:41:44.196, 1, 0, 0, 3, 15360, 47, 10.26, 300
|
| 196 |
+
2026/08/21 07:41:49.252, 0, 93, 72, 3035, 15360, 77, 67.98, 960
|
| 197 |
+
2026/08/21 07:41:49.268, 1, 0, 0, 3, 15360, 46, 11.35, 300
|
| 198 |
+
2026/08/21 07:41:54.323, 0, 93, 75, 3035, 15360, 77, 63.06, 1050
|
| 199 |
+
2026/08/21 07:41:54.339, 1, 0, 0, 3, 15360, 46, 10.46, 300
|
| 200 |
+
2026/08/21 07:41:59.396, 0, 90, 67, 3035, 15360, 77, 55.12, 1020
|
| 201 |
+
2026/08/21 07:41:59.415, 1, 0, 0, 3, 15360, 45, 10.36, 300
|
| 202 |
+
2026/08/21 07:42:04.470, 0, 53, 30, 3035, 15360, 78, 71.62, 1410
|
| 203 |
+
2026/08/21 07:42:04.484, 1, 0, 0, 3, 15360, 45, 10.26, 300
|
| 204 |
+
2026/08/21 07:42:09.539, 0, 87, 64, 3035, 15360, 77, 68.47, 990
|
| 205 |
+
2026/08/21 07:42:09.552, 1, 0, 0, 3, 15360, 44, 10.56, 300
|
| 206 |
+
2026/08/21 07:42:14.606, 0, 60, 45, 3035, 15360, 78, 73.43, 1005
|
| 207 |
+
2026/08/21 07:42:14.618, 1, 0, 0, 3, 15360, 44, 10.06, 300
|
| 208 |
+
2026/08/21 07:42:19.672, 0, 87, 66, 3035, 15360, 77, 64.95, 1020
|
| 209 |
+
2026/08/21 07:42:19.691, 1, 0, 0, 3, 15360, 43, 9.86, 300
|
| 210 |
+
2026/08/21 07:42:24.746, 0, 88, 66, 3035, 15360, 77, 68.18, 990
|
| 211 |
+
2026/08/21 07:42:24.760, 1, 0, 0, 3, 15360, 43, 10.16, 300
|
| 212 |
+
2026/08/21 07:42:29.814, 0, 92, 72, 3035, 15360, 76, 70.29, 945
|
| 213 |
+
2026/08/21 07:42:29.829, 1, 0, 0, 3, 15360, 42, 10.06, 300
|
| 214 |
+
2026/08/21 07:42:34.883, 0, 81, 56, 3035, 15360, 76, 70.35, 1140
|
| 215 |
+
2026/08/21 07:42:34.899, 1, 0, 0, 3, 15360, 42, 10.76, 300
|
| 216 |
+
2026/08/21 07:42:39.954, 0, 79, 57, 3035, 15360, 76, 67.62, 1185
|
| 217 |
+
2026/08/21 07:42:39.967, 1, 0, 0, 3, 15360, 41, 10.75, 300
|
| 218 |
+
2026/08/21 07:42:45.022, 0, 87, 65, 3035, 15360, 77, 58.66, 1185
|
| 219 |
+
2026/08/21 07:42:45.034, 1, 0, 0, 3, 15360, 41, 10.16, 300
|
| 220 |
+
2026/08/21 07:42:50.092, 0, 86, 65, 3035, 15360, 77, 54.96, 1155
|
| 221 |
+
2026/08/21 07:42:50.104, 1, 0, 0, 3, 15360, 41, 11.95, 300
|
| 222 |
+
2026/08/21 07:42:55.161, 0, 91, 71, 3035, 15360, 77, 66.51, 975
|
| 223 |
+
2026/08/21 07:42:55.177, 1, 0, 0, 3, 15360, 41, 10.06, 300
|
| 224 |
+
2026/08/21 07:43:00.232, 0, 83, 57, 3035, 15360, 77, 65.98, 1170
|
| 225 |
+
2026/08/21 07:43:00.246, 1, 0, 0, 3, 15360, 40, 9.77, 300
|
| 226 |
+
2026/08/21 07:43:05.306, 0, 96, 96, 3035, 15360, 78, 64.99, 1140
|
| 227 |
+
2026/08/21 07:43:05.322, 1, 0, 0, 3, 15360, 40, 12.24, 300
|
opt10_sfa_integer_train/opt10_D4_storm1e-3.summary.json
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| 1 |
+
{
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| 2 |
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"tag": "opt10_D4_storm1e-3",
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| 3 |
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"script": "opt10_sfa_integer_train.py",
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| 4 |
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"script_sha256_16": "f2437693c3bf8491",
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| 5 |
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"hf_folder": "opt10_sfa_integer_train",
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| 6 |
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"priority": 0,
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| 7 |
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"command": [
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| 14 |
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"--standalone",
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| 15 |
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"--nproc_per_node=2",
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| 16 |
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"/kaggle/temp/snn_runs/scripts/opt10_sfa_integer_train.py",
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| 17 |
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"--epochs",
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| 18 |
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"100",
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| 19 |
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"--batch-size",
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| 20 |
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"--num-bins",
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| 23 |
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"--event-eval",
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| 24 |
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"--no-hf",
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| 25 |
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"--no-resume",
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| 26 |
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"--data-dir",
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| 27 |
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"/kaggle/temp/dvs128_data",
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| 28 |
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"--num-classes",
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| 29 |
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"11",
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| 30 |
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"--bench",
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| 31 |
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"--sfa-levels",
|
| 32 |
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"4",
|
| 33 |
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"--storm-reg",
|
| 34 |
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"1e-3"
|
| 35 |
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],
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| 36 |
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"flags": [
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| 37 |
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"--sfa-levels",
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| 38 |
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"4",
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| 39 |
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"--storm-reg",
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"1e-3"
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"status": "ok",
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"duration_s": 572.1,
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"sec_per_epoch": 5.72,
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"started_utc": "2026-08-21T07:33:37.701841+00:00",
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"finished_utc": "2026-08-21T07:43:09.796503+00:00",
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"final_epoch_metrics": {
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"timestamp": "2026-08-21T07:40:07.868383+00:00"
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},
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"event_driven_test_acc": 0.8636363636363636,
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"synaptic_ops_per_inference": 680666159.8159722
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},
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}
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}
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opt10_sfa_integer_train/opt10_D4_storm1e-3.zip
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
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oid sha256:b03c209266e622aa2e3ccd9692718af5a121f04fdb4c61fb4a6f11837d35f4b6
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size 1451624763
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