add run opt6_delta_signed
Browse files
opt6_sigma_delta/opt6_delta_signed.epochs.csv
ADDED
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tag,script,script_sha256_16,phase,priority,flags,note,gpus,amp,batch_size_per_gpu,num_bins_T,epochs_requested,epoch,train_loss,train_acc,test_loss,test_acc,best_acc,spikes_per_sample,wall_time_s,cum_wall_time_s,timestamp,spk_rate_l0,spk_rate_l1,spk_rate_l2,spk_rate_l3,spk_rate_l4,spk_rate_mean,spike_rates_json,gpu_samples,gpu_power_w_mean,energy_wh,gpu_util_pct_mean,gpu_mem_mb_peak
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| 2 |
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opt6_delta_signed,opt6_sigma_delta.py,62febd8ddf82a115,5,1,--sd-mode delta --sd-signed 1,,2,False,32,16,100,1,2.4910979474787376,0.11895910780669144,2.5431635741031533,0.125,0.125,447319.0619343891,3.3678157329559326,3.4,2026-08-21T12:45:59.353154+00:00,0.09242049692308202,0.13449534160249374,0.15988542753107407,0.19949393500300014,0.2980106069761164,0.176861,"[0.09242049692308202, 0.13449534160249374, 0.15988542753107407, 0.19949393500300014, 0.2980106069761164]",1,129.79,0.12142,96.5,7374.0
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| 3 |
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opt6_delta_signed,opt6_sigma_delta.py,62febd8ddf82a115,5,1,--sd-mode delta --sd-signed 1,,2,False,32,16,100,2,2.4471561483291002,0.13197026022304834,2.497470494472619,0.12878787878787878,0.12878787878787878,446057.588800905,2.9171035289764404,6.3,2026-08-21T12:46:02.300518+00:00,0.09613741496030022,0.12935163036865346,0.15353208780288696,0.19696310863775365,0.29789188504219055,0.174775,"[0.09613741496030022, 0.12935163036865346, 0.15353208780288696, 0.19696310863775365, 0.29789188504219055]",1,108.22,0.08769,99.0,7378.0
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| 4 |
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opt6_delta_signed,opt6_sigma_delta.py,62febd8ddf82a115,5,1,--sd-mode delta --sd-signed 1,,2,False,32,16,100,3,2.4492200280653944,0.1171003717472119,2.4898945418271152,0.11363636363636363,0.12878787878787878,421850.4078054299,2.9131650924682617,9.2,2026-08-21T12:46:05.243908+00:00,0.09112872183322906,0.12136363325750127,0.14513165635221145,0.1903312285156811,0.2913707372020273,0.167865,"[0.09112872183322906, 0.12136363325750127, 0.14513165635221145, 0.1903312285156811, 0.2913707372020273]",,,,,
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| 5 |
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opt6_delta_signed,opt6_sigma_delta.py,62febd8ddf82a115,5,1,--sd-mode delta --sd-signed 1,,2,False,32,16,100,4,2.4101413581451077,0.12639405204460966,2.5249769976644805,0.11363636363636363,0.12878787878787878,421702.51654411765,2.9185009002685547,12.1,2026-08-21T12:46:08.187822+00:00,0.0914895854452077,0.12142648942330304,0.14401480818496032,0.1875932672444512,0.28822190270704384,0.166549,"[0.0914895854452077, 0.12142648942330304, 0.14401480818496032, 0.1875932672444512, 0.28822190270704384]",1,124.35,0.10081,97.0,7378.0
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| 6 |
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opt6_delta_signed,opt6_sigma_delta.py,62febd8ddf82a115,5,1,--sd-mode delta --sd-signed 1,,2,False,32,16,100,5,2.375039716635495,0.15985130111524162,2.5067660808563232,0.12121212121212122,0.12878787878787878,430193.6867929864,2.907670259475708,15.0,2026-08-21T12:46:11.121635+00:00,0.09291374946341795,0.12433489105280708,0.14788086186437047,0.19066659317297094,0.29122919720761914,0.169405,"[0.09291374946341795, 0.12433489105280708, 0.14788086186437047, 0.19066659317297094, 0.29122919720761914]",,,,,
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| 7 |
+
opt6_delta_signed,opt6_sigma_delta.py,62febd8ddf82a115,5,1,--sd-mode delta --sd-signed 1,,2,False,32,16,100,6,2.387390140264008,0.1524163568773234,2.470798362385143,0.1590909090909091,0.1590909090909091,422468.35421380086,2.8977346420288086,17.9,2026-08-21T12:46:14.044257+00:00,0.09137678496977862,0.12180089687599856,0.14504029733293197,0.18810450154192307,0.28889700069146995,0.167044,"[0.09137678496977862, 0.12180089687599856, 0.14504029733293197, 0.18810450154192307, 0.28889700069146995]",1,132.14,0.10636,97.0,7378.0
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| 8 |
+
opt6_delta_signed,opt6_sigma_delta.py,62febd8ddf82a115,5,1,--sd-mode delta --sd-signed 1,,2,False,32,16,100,7,2.3975917956199786,0.15055762081784388,2.450077266404123,0.16287878787878787,0.16287878787878787,437112.1286764706,2.8958089351654053,20.8,2026-08-21T12:46:16.972842+00:00,0.0940344421302571,0.12703495691804326,0.15009447231012232,0.19450514193843393,0.30022062799509835,0.173178,"[0.0940344421302571, 0.12703495691804326, 0.15009447231012232, 0.19450514193843393, 0.30022062799509835]",,,,,
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| 9 |
+
opt6_delta_signed,opt6_sigma_delta.py,62febd8ddf82a115,5,1,--sd-mode delta --sd-signed 1,,2,False,32,16,100,8,2.3741399071916773,0.18773234200743494,2.4173763593037925,0.14772727272727273,0.16287878787878787,408196.79878393665,2.8746325969696045,23.7,2026-08-21T12:46:19.879534+00:00,0.08974658084266326,0.1174291416126139,0.13628503066651962,0.17610920527402094,0.2763054458534016,0.159175,"[0.08974658084266326, 0.1174291416126139, 0.13628503066651962, 0.17610920527402094, 0.2763054458534016]",,,,,
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| 10 |
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opt6_delta_signed,opt6_sigma_delta.py,62febd8ddf82a115,5,1,--sd-mode delta --sd-signed 1,,2,False,32,16,100,9,2.403420587454587,0.15985130111524162,2.450020558906324,0.13257575757575757,0.16287878787878787,417742.07169117645,2.8781862258911133,26.6,2026-08-21T12:46:22.782756+00:00,0.09196556184221716,0.12010461486437742,0.13944026345715804,0.17877422799082363,0.2861706842394436,0.163291,"[0.09196556184221716, 0.12010461486437742, 0.13944026345715804, 0.17877422799082363, 0.2861706842394436]",1,109.59,0.08762,99.0,7378.0
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| 11 |
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opt6_delta_signed,opt6_sigma_delta.py,62febd8ddf82a115,5,1,--sd-mode delta --sd-signed 1,,2,False,32,16,100,10,2.3805948810506488,0.15613382899628253,2.4307011835502856,0.16287878787878787,0.16287878787878787,408732.5681561086,2.8743958473205566,29.4,2026-08-21T12:46:25.682540+00:00,0.09031039388740764,0.11688524659942179,0.1362722463467542,0.1755496018073138,0.2766432797207552,0.159132,"[0.09031039388740764, 0.11688524659942179, 0.1362722463467542, 0.1755496018073138, 0.2766432797207552]",,,,,
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| 12 |
+
opt6_delta_signed,opt6_sigma_delta.py,62febd8ddf82a115,5,1,--sd-mode delta --sd-signed 1,,2,False,32,16,100,11,2.3757733306033906,0.17843866171003717,2.458693598255967,0.13636363636363635,0.16287878787878787,424808.9093608597,2.8712127208709717,32.3,2026-08-21T12:46:28.578245+00:00,0.0930413213722846,0.12218343817135867,0.14303061453735127,0.1844366078867632,0.28707288643893075,0.165953,"[0.0930413213722846, 0.12218343817135867, 0.14303061453735127, 0.1844366078867632, 0.28707288643893075]",1,133.99,0.10686,97.0,7378.0
|
| 13 |
+
opt6_delta_signed,opt6_sigma_delta.py,62febd8ddf82a115,5,1,--sd-mode delta --sd-signed 1,,2,False,32,16,100,12,2.3379497120371537,0.18401486988847585,2.4269693114540796,0.12878787878787878,0.16287878787878787,411430.03959276015,2.862351417541504,35.2,2026-08-21T12:46:31.465463+00:00,0.09094081643749685,0.11760009562267977,0.1371933944961604,0.17636615914456985,0.2811991493491566,0.16066,"[0.09094081643749685, 0.11760009562267977, 0.1371933944961604, 0.17636615914456985, 0.2811991493491566]",,,,,
|
| 14 |
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opt6_delta_signed,opt6_sigma_delta.py,62febd8ddf82a115,5,1,--sd-mode delta --sd-signed 1,,2,False,32,16,100,13,2.33362392244729,0.17843866171003717,2.4212038444750235,0.1553030303030303,0.16287878787878787,388565.1896210407,2.8666844367980957,38.0,2026-08-21T12:46:34.361152+00:00,0.08639584350235321,0.11025627658647649,0.12919485130730798,0.16624410362804637,0.2676667956744923,0.151952,"[0.08639584350235321, 0.11025627658647649, 0.12919485130730798, 0.16624410362804637, 0.2676667956744923]",1,125.36,0.09982,97.0,7378.0
|
| 15 |
+
opt6_delta_signed,opt6_sigma_delta.py,62febd8ddf82a115,5,1,--sd-mode delta --sd-signed 1,,2,False,32,16,100,14,2.3275276347163887,0.1970260223048327,2.4188574733156147,0.1553030303030303,0.16287878787878787,401012.89621040726,2.8624892234802246,40.9,2026-08-21T12:46:37.250779+00:00,0.08892268336871091,0.11404907265130211,0.1337396239533144,0.17182444824891932,0.27458853756680207,0.156625,"[0.08892268336871091, 0.11404907265130211, 0.1337396239533144, 0.17182444824891932, 0.27458853756680207]",1,121.87,0.0969,95.5,7378.0
|
| 16 |
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opt6_delta_signed,opt6_sigma_delta.py,62febd8ddf82a115,5,1,--sd-mode delta --sd-signed 1,,2,False,32,16,100,15,2.3390424145198665,0.17843866171003717,2.4450508753458657,0.13257575757575757,0.16287878787878787,387109.59375,2.858344316482544,43.8,2026-08-21T12:46:40.139961+00:00,0.08575100758496453,0.11017516343032613,0.12890865785234115,0.16745670928674586,0.26456353068351746,0.151371,"[0.08575100758496453, 0.11017516343032613, 0.12890865785234115, 0.16745670928674586, 0.26456353068351746]",,,,,
|
| 17 |
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opt6_delta_signed,opt6_sigma_delta.py,62febd8ddf82a115,5,1,--sd-mode delta --sd-signed 1,,2,False,32,16,100,16,2.3385775284253087,0.1895910780669145,2.4056456594756157,0.16666666666666666,0.16666666666666666,391758.5048076923,2.855898857116699,46.6,2026-08-21T12:46:43.021862+00:00,0.08697914551286136,0.11205143700627719,0.12929718722315395,0.16664086457561045,0.2656291092143339,0.15212,"[0.08697914551286136, 0.11205143700627719, 0.12929718722315395, 0.16664086457561045, 0.2656291092143339]",1,112.98,0.08963,98.5,7378.0
|
| 18 |
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opt6_delta_signed,opt6_sigma_delta.py,62febd8ddf82a115,5,1,--sd-mode delta --sd-signed 1,,2,False,32,16,100,17,2.3238678793924894,0.2100371747211896,2.4121308760209517,0.1553030303030303,0.16666666666666666,368701.9751131222,2.8669955730438232,49.5,2026-08-21T12:46:45.920192+00:00,0.08257860690355301,0.10467404609217364,0.12058632864671595,0.15614126096753514,0.24795927545603583,0.142388,"[0.08257860690355301, 0.10467404609217364, 0.12058632864671595, 0.15614126096753514, 0.24795927545603583]",,,,,
|
| 19 |
+
opt6_delta_signed,opt6_sigma_delta.py,62febd8ddf82a115,5,1,--sd-mode delta --sd-signed 1,,2,False,32,16,100,18,2.3321721926054546,0.1970260223048327,2.3978805036255806,0.1553030303030303,0.16666666666666666,362416.1938631222,2.8615987300872803,52.4,2026-08-21T12:46:48.807403+00:00,0.08102574111784205,0.10302837280666127,0.11884718870415407,0.15338191477691426,0.24442223941578584,0.140141,"[0.08102574111784205, 0.10302837280666127, 0.11884718870415407, 0.15338191477691426, 0.24442223941578584]",1,142.72,0.11345,96.5,7378.0
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| 20 |
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opt6_delta_signed,opt6_sigma_delta.py,62febd8ddf82a115,5,1,--sd-mode delta --sd-signed 1,,2,False,32,16,100,19,2.343208883774768,0.21189591078066913,2.3969088901172984,0.16287878787878787,0.16666666666666666,363202.2432126697,2.86618709564209,55.2,2026-08-21T12:46:51.699263+00:00,0.08157768714077332,0.10314075429649915,0.11859908831470153,0.15109110579771154,0.2373122134629418,0.138344,"[0.08157768714077332, 0.10314075429649915, 0.11859908831470153, 0.15109110579771154, 0.2373122134629418]",,,,,
|
| 21 |
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opt6_delta_signed,opt6_sigma_delta.py,62febd8ddf82a115,5,1,--sd-mode delta --sd-signed 1,,2,False,32,16,100,20,2.3295983337558335,0.24349442379182157,2.367861964485862,0.20454545454545456,0.20454545454545456,363184.9041289593,2.869995355606079,58.1,2026-08-21T12:46:54.595643+00:00,0.08159739348818273,0.1031520094941644,0.118462996886057,0.15083873359596028,0.24146433086956248,0.139103,"[0.08159739348818273, 0.1031520094941644, 0.118462996886057, 0.15083873359596028, 0.24146433086956248]",1,125.53,0.10008,97.0,7378.0
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| 22 |
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opt6_delta_signed,opt6_sigma_delta.py,62febd8ddf82a115,5,1,--sd-mode delta --sd-signed 1,,2,False,32,16,100,21,2.3083458691281455,0.21561338289962825,2.381536946152196,0.17424242424242425,0.20454545454545456,378754.2063065611,2.871407985687256,61.0,2026-08-21T12:46:57.501577+00:00,0.08471822431858848,0.10822600476882037,0.12360777530600042,0.15764965116977692,0.25507662050864277,0.145856,"[0.08471822431858848, 0.10822600476882037, 0.12360777530600042, 0.15764965116977692, 0.25507662050864277]",1,63.67,0.05078,97.0,3689.0
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| 23 |
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opt6_delta_signed,opt6_sigma_delta.py,62febd8ddf82a115,5,1,--sd-mode delta --sd-signed 1,,2,False,32,16,100,22,2.3099163323086875,0.22304832713754646,2.3679009639855586,0.19696969696969696,0.20454545454545456,379621.1610576923,2.878746509552002,63.8,2026-08-21T12:47:00.406622+00:00,0.08478523177259109,0.10882346419727101,0.12369781557251425,0.1580808425650877,0.2545447209302117,0.145986,"[0.08478523177259109, 0.10882346419727101, 0.12369781557251425, 0.1580808425650877, 0.2545447209302117]",1,61.82,0.04943,95.0,3689.0
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| 24 |
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opt6_delta_signed,opt6_sigma_delta.py,62febd8ddf82a115,5,1,--sd-mode delta --sd-signed 1,,2,False,32,16,100,23,2.2634496874968804,0.26579925650557623,2.3676682530027446,0.1856060606060606,0.20454545454545456,372344.9346719457,2.8749642372131348,66.7,2026-08-21T12:47:03.307425+00:00,0.08344429599888184,0.10666868178283467,0.12064143840004415,0.15391231635037592,0.24791151460479288,0.142516,"[0.08344429599888184, 0.10666868178283467, 0.12064143840004415, 0.15391231635037592, 0.24791151460479288]",1,108.24,0.08644,99.0,7378.0
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| 25 |
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opt6_delta_signed,opt6_sigma_delta.py,62febd8ddf82a115,5,1,--sd-mode delta --sd-signed 1,,2,False,32,16,100,24,2.2878127062630917,0.25092936802973975,2.3565171270659477,0.23106060606060605,0.23106060606060605,353873.79708710406,2.8837087154388428,69.6,2026-08-21T12:47:06.216873+00:00,0.0799289328210494,0.1003253928878728,0.1138134480399244,0.147945473299307,0.23748661928317127,0.1359,"[0.0799289328210494, 0.1003253928878728, 0.1138134480399244, 0.147945473299307, 0.23748661928317127]",,,,,
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| 26 |
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opt6_delta_signed,opt6_sigma_delta.py,62febd8ddf82a115,5,1,--sd-mode delta --sd-signed 1,,2,False,32,16,100,25,2.2975590308802722,0.258364312267658,2.384309588056622,0.22727272727272727,0.23106060606060605,352212.04128959274,2.873612642288208,72.5,2026-08-21T12:47:09.121357+00:00,0.07957826160332736,0.10007137586088742,0.11275282765136045,0.14740809535278993,0.23355188878143535,0.134672,"[0.07957826160332736, 0.10007137586088742, 0.11275282765136045, 0.14740809535278993, 0.23355188878143535]",1,130.14,0.10388,97.0,7378.0
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| 27 |
+
opt6_delta_signed,opt6_sigma_delta.py,62febd8ddf82a115,5,1,--sd-mode delta --sd-signed 1,,2,False,32,16,100,26,2.2428328600957936,0.26022304832713755,2.342961224642667,0.2159090909090909,0.23106060606060605,348230.79835972853,2.8797502517700195,75.3,2026-08-21T12:47:12.026075+00:00,0.07896344451343312,0.09893533938071307,0.11027706326807246,0.1458360070691389,0.23395108563058517,0.133593,"[0.07896344451343312, 0.09893533938071307, 0.11027706326807246, 0.1458360070691389, 0.23395108563058517]",,,,,
|
| 28 |
+
opt6_delta_signed,opt6_sigma_delta.py,62febd8ddf82a115,5,1,--sd-mode delta --sd-signed 1,,2,False,32,16,100,27,2.2674567912147836,0.2379182156133829,2.3498948270624336,0.20833333333333334,0.23106060606060605,342819.73868778284,2.8765909671783447,78.2,2026-08-21T12:47:14.928388+00:00,0.07815833126797396,0.09734086604679332,0.10782142772394068,0.14050059108173146,0.22637292216805852,0.130039,"[0.07815833126797396, 0.09734086604679332, 0.10782142772394068, 0.14050059108173146, 0.22637292216805852]",1,130.83,0.10454,96.0,7378.0
|
| 29 |
+
opt6_delta_signed,opt6_sigma_delta.py,62febd8ddf82a115,5,1,--sd-mode delta --sd-signed 1,,2,False,32,16,100,28,2.2886085705243078,0.25464684014869887,2.343358444445061,0.23106060606060605,0.23106060606060605,346720.6225961538,2.8915650844573975,81.1,2026-08-21T12:47:17.845065+00:00,0.07924036637825124,0.09830114815165014,0.10882816332228043,0.1410382915945614,0.22952189427964828,0.131386,"[0.07924036637825124, 0.09830114815165014, 0.10882816332228043, 0.1410382915945614, 0.22952189427964828]",,,,,
|
| 30 |
+
opt6_delta_signed,opt6_sigma_delta.py,62febd8ddf82a115,5,1,--sd-mode delta --sd-signed 1,,2,False,32,16,100,29,2.277213003555638,0.25092936802973975,2.398677226268884,0.1893939393939394,0.23106060606060605,340667.5694287331,2.881192684173584,84.0,2026-08-21T12:47:20.753674+00:00,0.0780814776525778,0.09695805784534006,0.10574727067176033,0.13709587472326615,0.21967869821716757,0.127512,"[0.0780814776525778, 0.09695805784534006, 0.10574727067176033, 0.13709587472326615, 0.21967869821716757]",1,125.41,0.10037,96.0,7378.0
|
| 31 |
+
opt6_delta_signed,opt6_sigma_delta.py,62febd8ddf82a115,5,1,--sd-mode delta --sd-signed 1,,2,False,32,16,100,30,2.2793863351460284,0.23977695167286245,2.375965385726004,0.19318181818181818,0.23106060606060605,337240.70475113124,2.878140449523926,86.9,2026-08-21T12:47:23.657837+00:00,0.07697657101294574,0.09586681206436719,0.10534418505780838,0.1385407921145944,0.22645111469661489,0.128636,"[0.07697657101294574, 0.09586681206436719, 0.10534418505780838, 0.1385407921145944, 0.22645111469661489]",1,111.79,0.08937,98.0,7378.0
|
| 32 |
+
opt6_delta_signed,opt6_sigma_delta.py,62febd8ddf82a115,5,1,--sd-mode delta --sd-signed 1,,2,False,32,16,100,31,2.264540695346421,0.258364312267658,2.3351392167987246,0.20833333333333334,0.23106060606060605,345225.877969457,2.8828155994415283,89.8,2026-08-21T12:47:26.565538+00:00,0.07893047613256118,0.09850875244421117,0.10730865729205749,0.13932197672479293,0.2245942547040827,0.129733,"[0.07893047613256118, 0.09850875244421117, 0.10730865729205749, 0.13932197672479293, 0.2245942547040827]",,,,,
|
| 33 |
+
opt6_delta_signed,opt6_sigma_delta.py,62febd8ddf82a115,5,1,--sd-mode delta --sd-signed 1,,2,False,32,16,100,32,2.275292071268018,0.25650557620817843,2.3555708581751045,0.20075757575757575,0.23106060606060605,347024.94640837103,2.8844597339630127,92.6,2026-08-21T12:47:29.477199+00:00,0.07954848557710648,0.09880833283943288,0.10754409783026751,0.13954144628608928,0.22888147480347576,0.130865,"[0.07954848557710648, 0.09880833283943288, 0.10754409783026751, 0.13954144628608928, 0.22888147480347576]",1,129.17,0.1035,96.0,7378.0
|
| 34 |
+
opt6_delta_signed,opt6_sigma_delta.py,62febd8ddf82a115,5,1,--sd-mode delta --sd-signed 1,,2,False,32,16,100,33,2.278255432511794,0.27137546468401486,2.3483688831329346,0.22727272727272727,0.23106060606060605,332207.9319852941,2.8904473781585693,95.5,2026-08-21T12:47:32.393254+00:00,0.07592660714598264,0.09507487056886449,0.10302792182740043,0.13310287673683727,0.21756547689437866,0.12494,"[0.07592660714598264, 0.09507487056886449, 0.10302792182740043, 0.13310287673683727, 0.21756547689437866]",,,,,
|
| 35 |
+
opt6_delta_signed,opt6_sigma_delta.py,62febd8ddf82a115,5,1,--sd-mode delta --sd-signed 1,,2,False,32,16,100,34,2.2761954720578674,0.26394052044609667,2.3479475686044404,0.25757575757575757,0.25757575757575757,325752.9758201358,2.886176824569702,98.4,2026-08-21T12:47:35.305620+00:00,0.0749120212653104,0.0926167237408021,0.10025629532687805,0.13131191011737375,0.21029442198136272,0.121878,"[0.0749120212653104, 0.0926167237408021, 0.10025629532687805, 0.13131191011737375, 0.21029442198136272]",1,128.04,0.10265,95.5,7378.0
|
| 36 |
+
opt6_delta_signed,opt6_sigma_delta.py,62febd8ddf82a115,5,1,--sd-mode delta --sd-signed 1,,2,False,32,16,100,35,2.2929796073516506,0.26394052044609667,2.3409968000469785,0.22348484848484848,0.25757575757575757,321132.51117081445,2.8938472270965576,101.3,2026-08-21T12:47:38.231627+00:00,0.07393667540129494,0.09100793608847786,0.09884518910856809,0.1302265919306699,0.20960377244388356,0.120724,"[0.07393667540129494, 0.09100793608847786, 0.09884518910856809, 0.1302265919306699, 0.20960377244388356]",1,122.75,0.09867,97.0,7378.0
|
| 37 |
+
opt6_delta_signed,opt6_sigma_delta.py,62febd8ddf82a115,5,1,--sd-mode delta --sd-signed 1,,2,False,32,16,100,36,2.231602265489146,0.2955390334572491,2.339317213405262,0.23484848484848486,0.25757575757575757,332951.48897058825,2.881606340408325,104.2,2026-08-21T12:47:41.138835+00:00,0.07646154678043197,0.09452670812606812,0.10256297053659663,0.13656304995803273,0.21606246864094453,0.125235,"[0.07646154678043197, 0.09452670812606812, 0.10256297053659663, 0.13656304995803273, 0.21606246864094453]",,,,,
|
| 38 |
+
opt6_delta_signed,opt6_sigma_delta.py,62febd8ddf82a115,5,1,--sd-mode delta --sd-signed 1,,2,False,32,16,100,37,2.266514866768649,0.258364312267658,2.353506478396329,0.20833333333333334,0.25757575757575757,332529.286199095,2.8811612129211426,107.1,2026-08-21T12:47:44.046228+00:00,0.07627042032339994,0.09431473341058283,0.10251661784508649,0.13803757946280873,0.21989111251690807,0.126206,"[0.07627042032339994, 0.09431473341058283, 0.10251661784508649, 0.13803757946280873, 0.21989111251690807]",1,111.01,0.08884,96.0,7378.0
|
| 39 |
+
opt6_delta_signed,opt6_sigma_delta.py,62febd8ddf82a115,5,1,--sd-mode delta --sd-signed 1,,2,False,32,16,100,38,2.267444224162616,0.24349442379182157,2.3505740743694883,0.20075757575757575,0.25757575757575757,334010.2514140272,2.8870058059692383,110.0,2026-08-21T12:47:46.958557+00:00,0.07658328598036486,0.09489991033778471,0.10280812444055781,0.1385444840964149,0.21892157547614155,0.126351,"[0.07658328598036486, 0.09489991033778471, 0.10280812444055781, 0.1385444840964149, 0.21892157547614155]",,,,,
|
| 40 |
+
opt6_delta_signed,opt6_sigma_delta.py,62febd8ddf82a115,5,1,--sd-mode delta --sd-signed 1,,2,False,32,16,100,39,2.275117790831952,0.2342007434944238,2.3389719544035015,0.18181818181818182,0.25757575757575757,350235.2221436652,2.884986639022827,112.8,2026-08-21T12:47:49.873338+00:00,0.08024601419182385,0.10003868183668922,0.10734578265863307,0.14403957742102005,0.22564699018702788,0.131463,"[0.08024601419182385, 0.10003868183668922, 0.10734578265863307, 0.14403957742102005, 0.22564699018702788]",1,123.71,0.09914,97.0,7378.0
|
| 41 |
+
opt6_delta_signed,opt6_sigma_delta.py,62febd8ddf82a115,5,1,--sd-mode delta --sd-signed 1,,2,False,32,16,100,40,2.2662558440382155,0.241635687732342,2.3113887382276133,0.25,0.25757575757575757,315377.2823812217,2.87969708442688,115.7,2026-08-21T12:47:52.779465+00:00,0.07329131399883944,0.08907081011463613,0.09480854518273298,0.1289281915215885,0.1995796280748704,0.117136,"[0.07329131399883944, 0.08907081011463613, 0.09480854518273298, 0.1289281915215885, 0.1995796280748704]",,,,,
|
| 42 |
+
opt6_delta_signed,opt6_sigma_delta.py,62febd8ddf82a115,5,1,--sd-mode delta --sd-signed 1,,2,False,32,16,100,41,2.247614898646188,0.24721189591078066,2.316033789605805,0.21212121212121213,0.25757575757575757,322251.0246040724,2.8778960704803467,118.6,2026-08-21T12:47:55.683991+00:00,0.07414186088477864,0.09182547076660044,0.09756725456784754,0.13393034391543446,0.2114401950555689,0.121781,"[0.07414186088477864, 0.09182547076660044, 0.09756725456784754, 0.13393034391543446, 0.2114401950555689]",1,141.58,0.11318,95.5,7378.0
|
| 43 |
+
opt6_delta_signed,opt6_sigma_delta.py,62febd8ddf82a115,5,1,--sd-mode delta --sd-signed 1,,2,False,32,16,100,42,2.2387936354569784,0.2732342007434944,2.3309313094977178,0.20075757575757575,0.25757575757575757,321432.29906674207,2.87809419631958,121.5,2026-08-21T12:47:58.588100+00:00,0.07435279032763313,0.09154626069700017,0.09638690773178549,0.13127758836044984,0.21122254957171047,0.120957,"[0.07435279032763313, 0.09154626069700017, 0.09638690773178549, 0.13127758836044984, 0.21122254957171047]",1,133.14,0.10644,96.0,7378.0
|
| 44 |
+
opt6_delta_signed,opt6_sigma_delta.py,62febd8ddf82a115,5,1,--sd-mode delta --sd-signed 1,,2,False,32,16,100,43,2.2398302041021863,0.258364312267658,2.351911848241633,0.16287878787878787,0.25757575757575757,317445.1456447964,2.8774986267089844,124.4,2026-08-21T12:48:01.491971+00:00,0.07334537979434519,0.09092577283873278,0.09485284764977063,0.12868920669836156,0.20156337408458486,0.117875,"[0.07334537979434519, 0.09092577283873278, 0.09485284764977063, 0.12868920669836156, 0.20156337408458486]",,,,,
|
| 45 |
+
opt6_delta_signed,opt6_sigma_delta.py,62febd8ddf82a115,5,1,--sd-mode delta --sd-signed 1,,2,False,32,16,100,44,2.2436683071590267,0.25092936802973975,2.3190078301863237,0.2159090909090909,0.25757575757575757,325128.29680429865,2.8733043670654297,127.2,2026-08-21T12:48:04.391706+00:00,0.07498125775771983,0.09347085742389455,0.09705263113274294,0.1313238345524844,0.21170534193515778,0.121707,"[0.07498125775771983, 0.09347085742389455, 0.09705263113274294, 0.1313238345524844, 0.21170534193515778]",1,107.46,0.08577,95.0,7378.0
|
| 46 |
+
opt6_delta_signed,opt6_sigma_delta.py,62febd8ddf82a115,5,1,--sd-mode delta --sd-signed 1,,2,False,32,16,100,45,2.2538565401694144,0.2695167286245353,2.3181006691672583,0.22348484848484848,0.25757575757575757,313454.3082579185,2.872687816619873,130.1,2026-08-21T12:48:07.290198+00:00,0.07311877871260923,0.0895175245754859,0.09185531998381895,0.12527386011446223,0.19923652971492095,0.1158,"[0.07311877871260923, 0.0895175245754859, 0.09185531998381895, 0.12527386011446223, 0.19923652971492095]",,,,,
|
| 47 |
+
opt6_delta_signed,opt6_sigma_delta.py,62febd8ddf82a115,5,1,--sd-mode delta --sd-signed 1,,2,False,32,16,100,46,2.2476187567728605,0.24349442379182157,2.2944744608618994,0.2159090909090909,0.25757575757575757,307421.0961538462,2.872192859649658,133.0,2026-08-21T12:48:10.191498+00:00,0.0716716971467523,0.08785084547365413,0.08994683623313904,0.12333300972686094,0.19976067893645344,0.114513,"[0.0716716971467523, 0.08785084547365413, 0.08994683623313904, 0.12333300972686094, 0.19976067893645344]",1,135.06,0.10776,95.5,7378.0
|
| 48 |
+
opt6_delta_signed,opt6_sigma_delta.py,62febd8ddf82a115,5,1,--sd-mode delta --sd-signed 1,,2,False,32,16,100,47,2.2341911243240187,0.2732342007434944,2.3297141393025718,0.2159090909090909,0.25757575757575757,313031.45955882355,2.8782365322113037,135.9,2026-08-21T12:48:13.095391+00:00,0.07269795063663931,0.0896212257006589,0.09185279073084102,0.12777534653158748,0.20213231619666605,0.116816,"[0.07269795063663931, 0.0896212257006589, 0.09185279073084102, 0.12777534653158748, 0.20213231619666605]",,,,,
|
| 49 |
+
opt6_delta_signed,opt6_sigma_delta.py,62febd8ddf82a115,5,1,--sd-mode delta --sd-signed 1,,2,False,32,16,100,48,2.252800570101543,0.29182156133828996,2.2823715282208994,0.2196969696969697,0.25757575757575757,305739.1322115385,2.8720591068267822,138.7,2026-08-21T12:48:15.995155+00:00,0.07153821298304726,0.08745549531543956,0.08840863976408453,0.1223914202521829,0.1929101900142782,0.112541,"[0.07153821298304726, 0.08745549531543956, 0.08840863976408453, 0.1223914202521829, 0.1929101900142782]",1,128.68,0.10266,96.5,7378.0
|
| 50 |
+
opt6_delta_signed,opt6_sigma_delta.py,62febd8ddf82a115,5,1,--sd-mode delta --sd-signed 1,,2,False,32,16,100,49,2.2588678611698647,0.22490706319702602,2.344675743218624,0.20075757575757575,0.25757575757575757,305363.3076923077,2.88150691986084,141.6,2026-08-21T12:48:18.902412+00:00,0.0718871723203098,0.08707417240914177,0.08748081107349957,0.12077238235403509,0.1917540439788033,0.111794,"[0.0718871723203098, 0.08707417240914177, 0.08748081107349957, 0.12077238235403509, 0.1917540439788033]",,,,,
|
| 51 |
+
opt6_delta_signed,opt6_sigma_delta.py,62febd8ddf82a115,5,1,--sd-mode delta --sd-signed 1,,2,False,32,16,100,50,2.2529050284601944,0.241635687732342,2.290602283044295,0.20833333333333334,0.25757575757575757,296078.9383484163,2.870516061782837,144.5,2026-08-21T12:48:21.799740+00:00,0.07029201309470569,0.08377118627814685,0.08403534968109692,0.11623038439189687,0.18297102258485906,0.10746,"[0.07029201309470569, 0.08377118627814685, 0.08403534968109692, 0.11623038439189687, 0.18297102258485906]",1,136.47,0.10882,92.0,7378.0
|
| 52 |
+
opt6_delta_signed,opt6_sigma_delta.py,62febd8ddf82a115,5,1,--sd-mode delta --sd-signed 1,,2,False,32,16,100,51,2.261111781499643,0.2527881040892193,2.3212220524296616,0.2196969696969697,0.25757575757575757,294376.249010181,2.8691327571868896,147.4,2026-08-21T12:48:24.694179+00:00,0.06979318752008326,0.08376455307006836,0.0830163324580473,0.11538048702127793,0.18255062927218044,0.106901,"[0.06979318752008326, 0.08376455307006836, 0.0830163324580473, 0.11538048702127793, 0.18255062927218044]",1,139.61,0.11127,95.0,7378.0
|
| 53 |
+
opt6_delta_signed,opt6_sigma_delta.py,62febd8ddf82a115,5,1,--sd-mode delta --sd-signed 1,,2,False,32,16,100,52,2.2365564945462024,0.2695167286245353,2.264795679034609,0.23484848484848486,0.25757575757575757,312390.86100113124,2.8739004135131836,150.2,2026-08-21T12:48:27.593722+00:00,0.0737713873386383,0.08950461885508369,0.08810284558464498,0.12212716963361292,0.19458349662668564,0.113618,"[0.0737713873386383, 0.08950461885508369, 0.08810284558464498, 0.12212716963361292, 0.19458349662668564]",,,,,
|
| 54 |
+
opt6_delta_signed,opt6_sigma_delta.py,62febd8ddf82a115,5,1,--sd-mode delta --sd-signed 1,,2,False,32,16,100,53,2.2289671419278396,0.2862453531598513,2.372557748447765,0.1856060606060606,0.25757575757575757,295545.9305712669,2.877824544906616,153.1,2026-08-21T12:48:30.497908+00:00,0.06998880864942775,0.08382795816835235,0.08360325917601585,0.1181157467996373,0.1855283028939191,0.108213,"[0.06998880864942775, 0.08382795816835235, 0.08360325917601585, 0.1181157467996373, 0.1855283028939191]",1,122.63,0.09803,94.5,7378.0
|
| 55 |
+
opt6_delta_signed,opt6_sigma_delta.py,62febd8ddf82a115,5,1,--sd-mode delta --sd-signed 1,,2,False,32,16,100,54,2.2573916087806447,0.2379182156133829,2.3349740505218506,0.22348484848484848,0.25757575757575757,280262.13928167423,2.8754186630249023,156.0,2026-08-21T12:48:33.401391+00:00,0.06690395579618566,0.07893975648809881,0.07847739449318718,0.11101673674934051,0.17700114232652328,0.102468,"[0.06690395579618566, 0.07893975648809881, 0.07847739449318718, 0.11101673674934051, 0.17700114232652328]",,,,,
|
| 56 |
+
opt6_delta_signed,opt6_sigma_delta.py,62febd8ddf82a115,5,1,--sd-mode delta --sd-signed 1,,2,False,32,16,100,55,2.250344893303059,0.2211895910780669,2.2989360924923057,0.22348484848484848,0.25757575757575757,312705.16572398186,2.8819077014923096,158.9,2026-08-21T12:48:36.308560+00:00,0.0740138656076263,0.08912010008797926,0.0883896868018543,0.12230370281373754,0.19876623416648193,0.114519,"[0.0740138656076263, 0.08912010008797926, 0.0883896868018543, 0.12230370281373754, 0.19876623416648193]",1,132.29,0.1059,97.0,7378.0
|
| 57 |
+
opt6_delta_signed,opt6_sigma_delta.py,62febd8ddf82a115,5,1,--sd-mode delta --sd-signed 1,,2,False,32,16,100,56,2.2284085936705864,0.2825278810408922,2.275299260110566,0.23106060606060605,0.25757575757575757,281872.9722850679,2.8814265727996826,161.7,2026-08-21T12:48:39.216203+00:00,0.06822096819386762,0.0787468548206722,0.07728288629475762,0.10864234847180984,0.1756109875791213,0.101701,"[0.06822096819386762, 0.0787468548206722, 0.07728288629475762, 0.10864234847180984, 0.1756109875791213]",1,163.89,0.13118,90.0,7378.0
|
| 58 |
+
opt6_delta_signed,opt6_sigma_delta.py,62febd8ddf82a115,5,1,--sd-mode delta --sd-signed 1,,2,False,32,16,100,57,2.2411941276607017,0.2527881040892193,2.3005799235719624,0.22348484848484848,0.25757575757575757,297596.54977375566,2.8743221759796143,164.6,2026-08-21T12:48:42.116354+00:00,0.07091715668930727,0.08447379838017856,0.08292651833856807,0.11632771877681508,0.1874243108665242,0.108414,"[0.07091715668930727, 0.08447379838017856, 0.08292651833856807, 0.11632771877681508, 0.1874243108665242]",,,,,
|
| 59 |
+
opt6_delta_signed,opt6_sigma_delta.py,62febd8ddf82a115,5,1,--sd-mode delta --sd-signed 1,,2,False,32,16,100,58,2.245029401601912,0.2620817843866171,2.326966581922589,0.20075757575757575,0.25757575757575757,295549.0336538462,2.8721156120300293,167.5,2026-08-21T12:48:45.014178+00:00,0.07060482747414533,0.08367203351329355,0.08197081746423945,0.11623317792135127,0.1828339695930481,0.107063,"[0.07060482747414533, 0.08367203351329355, 0.08197081746423945, 0.11623317792135127, 0.1828339695930481]",1,122.66,0.09786,95.0,7378.0
|
| 60 |
+
opt6_delta_signed,opt6_sigma_delta.py,62febd8ddf82a115,5,1,--sd-mode delta --sd-signed 1,,2,False,32,16,100,59,2.250780616994241,0.2527881040892193,2.3057013858448374,0.24242424242424243,0.25757575757575757,296503.2830882353,2.874879837036133,170.4,2026-08-21T12:48:47.915232+00:00,0.07038653028361938,0.0842936626252006,0.08286978961790309,0.11812891811132431,0.18772363487411947,0.108681,"[0.07038653028361938, 0.0842936626252006, 0.08286978961790309, 0.11812891811132431, 0.18772363487411947]",,,,,
|
| 61 |
+
opt6_delta_signed,opt6_sigma_delta.py,62febd8ddf82a115,5,1,--sd-mode delta --sd-signed 1,,2,False,32,16,100,60,2.221279826749213,0.275092936802974,2.303791905894424,0.20454545454545456,0.25757575757575757,300010.17307692306,2.8790955543518066,173.2,2026-08-21T12:48:50.820600+00:00,0.07131853042279973,0.08540084782768698,0.08359320680884753,0.11850712229223813,0.18321045093676624,0.108406,"[0.07131853042279973, 0.08540084782768698, 0.08359320680884753, 0.11850712229223813, 0.18321045093676624]",1,137.37,0.10986,97.0,7378.0
|
| 62 |
+
opt6_delta_signed,opt6_sigma_delta.py,62febd8ddf82a115,5,1,--sd-mode delta --sd-signed 1,,2,False,32,16,100,61,2.2355405273933835,0.2732342007434944,2.3239600152680366,0.20454545454545456,0.25757575757575757,285131.0033936652,2.877652406692505,176.1,2026-08-21T12:48:53.725242+00:00,0.06796372002538513,0.08115505076506559,0.0790164317278301,0.11153860346359365,0.1738263131941066,0.1027,"[0.06796372002538513, 0.08115505076506559, 0.0790164317278301, 0.11153860346359365, 0.1738263131941066]",,,,,
|
| 63 |
+
opt6_delta_signed,opt6_sigma_delta.py,62febd8ddf82a115,5,1,--sd-mode delta --sd-signed 1,,2,False,32,16,100,62,2.20340812250584,0.2936802973977695,2.27643185673338,0.23863636363636365,0.25757575757575757,298723.11679864256,2.87735915184021,179.0,2026-08-21T12:48:56.628041+00:00,0.07121853442753062,0.08512790325809927,0.08270705096861895,0.11619252448572832,0.1804330059710671,0.107136,"[0.07121853442753062, 0.08512790325809927, 0.08270705096861895, 0.11619252448572832, 0.1804330059710671]",1,129.51,0.10351,96.0,7378.0
|
| 64 |
+
opt6_delta_signed,opt6_sigma_delta.py,62febd8ddf82a115,5,1,--sd-mode delta --sd-signed 1,,2,False,32,16,100,63,2.2262346230474988,0.27137546468401486,2.354127461260015,0.20454545454545456,0.25757575757575757,296083.8465780543,2.877955675125122,181.9,2026-08-21T12:48:59.531583+00:00,0.07100897742544904,0.08399254171287313,0.0811126972822582,0.11479335497407352,0.18169002673205206,0.10652,"[0.07100897742544904, 0.08399254171287313, 0.0811126972822582, 0.11479335497407352, 0.18169002673205206]",1,144.7,0.11568,91.5,7378.0
|
| 65 |
+
opt6_delta_signed,opt6_sigma_delta.py,62febd8ddf82a115,5,1,--sd-mode delta --sd-signed 1,,2,False,32,16,100,64,2.202305558002571,0.2936802973977695,2.273574973597671,0.24242424242424243,0.25757575757575757,288116.3368212669,2.8788444995880127,184.8,2026-08-21T12:49:02.436954+00:00,0.06915079473572619,0.08164038859746035,0.07873096097918118,0.11230018603451111,0.17822072348173926,0.104009,"[0.06915079473572619, 0.08164038859746035, 0.07873096097918118, 0.11230018603451111, 0.17822072348173926]",,,,,
|
| 66 |
+
opt6_delta_signed,opt6_sigma_delta.py,62febd8ddf82a115,5,1,--sd-mode delta --sd-signed 1,,2,False,32,16,100,65,2.1987104761556178,0.2992565055762082,2.2911542509541367,0.25,0.25757575757575757,296333.77121040726,2.875598430633545,187.6,2026-08-21T12:49:05.337622+00:00,0.07053763901486117,0.08475208457778483,0.08152836648856893,0.11636541783809662,0.18382739670136394,0.107402,"[0.07053763901486117, 0.08475208457778483, 0.08152836648856893, 0.11636541783809662, 0.18382739670136394]",1,131.14,0.10475,97.0,7378.0
|
| 67 |
+
opt6_delta_signed,opt6_sigma_delta.py,62febd8ddf82a115,5,1,--sd-mode delta --sd-signed 1,,2,False,32,16,100,66,2.1911818688686897,0.3159851301115242,2.2891139406146426,0.24242424242424243,0.25757575757575757,299950.26965497737,2.880927562713623,190.5,2026-08-21T12:49:08.245029+00:00,0.07176633705111111,0.08536360938759412,0.08211535872781978,0.11699857036857043,0.184722520849284,0.108193,"[0.07176633705111111, 0.08536360938759412, 0.08211535872781978, 0.11699857036857043, 0.184722520849284]",,,,,
|
| 68 |
+
opt6_delta_signed,opt6_sigma_delta.py,62febd8ddf82a115,5,1,--sd-mode delta --sd-signed 1,,2,False,32,16,100,67,2.2263349768840692,0.275092936802974,2.304850282091083,0.24621212121212122,0.25757575757575757,288642.3733031674,2.8779118061065674,193.4,2026-08-21T12:49:11.147326+00:00,0.06908212251522962,0.08229053020477295,0.07914109878680285,0.11065541470752042,0.1768689742859672,0.103608,"[0.06908212251522962, 0.08229053020477295, 0.07914109878680285, 0.11065541470752042, 0.1768689742859672]",1,132.28,0.10575,95.5,7378.0
|
| 69 |
+
opt6_delta_signed,opt6_sigma_delta.py,62febd8ddf82a115,5,1,--sd-mode delta --sd-signed 1,,2,False,32,16,100,68,2.2518212449594945,0.25650557620817843,2.305277477611195,0.19696969696969696,0.25757575757575757,283625.20489253395,2.8729796409606934,196.3,2026-08-21T12:49:14.046823+00:00,0.06795152890331604,0.08086288501234616,0.07725452412577237,0.10958156033473856,0.1744675618760726,0.102024,"[0.06795152890331604, 0.08086288501234616, 0.07725452412577237, 0.10958156033473856, 0.1744675618760726]",1,135.54,0.10817,96.0,7378.0
|
| 70 |
+
opt6_delta_signed,opt6_sigma_delta.py,62febd8ddf82a115,5,1,--sd-mode delta --sd-signed 1,,2,False,32,16,100,69,2.2152015196789594,0.2695167286245353,2.2793152549050073,0.22348484848484848,0.25757575757575757,282995.5376131222,2.8814492225646973,199.1,2026-08-21T12:49:16.953591+00:00,0.06795015098417506,0.080631904742297,0.07665226477033951,0.10900385809295318,0.1753371577052509,0.101915,"[0.06795015098417506, 0.080631904742297, 0.07665226477033951, 0.10900385809295318, 0.1753371577052509]",,,,,
|
| 71 |
+
opt6_delta_signed,opt6_sigma_delta.py,62febd8ddf82a115,5,1,--sd-mode delta --sd-signed 1,,2,False,32,16,100,70,2.2055107288644216,0.27137546468401486,2.31943264874545,0.2196969696969697,0.25757575757575757,298843.35746606335,2.875401496887207,202.0,2026-08-21T12:49:19.854846+00:00,0.07141788829775418,0.08545747925253476,0.08139319761711009,0.11618924403891843,0.18591983528698192,0.108076,"[0.07141788829775418, 0.08545747925253476, 0.08139319761711009, 0.11618924403891843, 0.18591983528698192]",1,141.14,0.11273,92.5,7378.0
|
| 72 |
+
opt6_delta_signed,opt6_sigma_delta.py,62febd8ddf82a115,5,1,--sd-mode delta --sd-signed 1,,2,False,32,16,100,71,2.21409285378722,0.28810408921933084,2.279672521533388,0.20833333333333334,0.25757575757575757,284561.6374434389,2.8802027702331543,204.9,2026-08-21T12:49:22.761546+00:00,0.0680678153739256,0.08125404794426526,0.07719736787326195,0.11151290378149818,0.18164290400112376,0.103935,"[0.0680678153739256, 0.08125404794426526, 0.07719736787326195, 0.11151290378149818, 0.18164290400112376]",,,,,
|
| 73 |
+
opt6_delta_signed,opt6_sigma_delta.py,62febd8ddf82a115,5,1,--sd-mode delta --sd-signed 1,,2,False,32,16,100,72,2.2176643410579864,0.29739776951672864,2.3183838670903985,0.1893939393939394,0.25757575757575757,288185.61368778284,2.876967668533325,207.8,2026-08-21T12:49:25.664031+00:00,0.06925901770591736,0.08201613452504664,0.07773700531791239,0.11205407845623352,0.17842340294052572,0.103898,"[0.06925901770591736, 0.08201613452504664, 0.07773700531791239, 0.11205407845623352, 0.17842340294052572]",1,145.29,0.11611,96.5,7378.0
|
| 74 |
+
opt6_delta_signed,opt6_sigma_delta.py,62febd8ddf82a115,5,1,--sd-mode delta --sd-signed 1,,2,False,32,16,100,73,2.237229100833595,0.26765799256505574,2.2620926336808638,0.23484848484848486,0.25757575757575757,289815.7153563348,2.8731577396392822,210.6,2026-08-21T12:49:28.564314+00:00,0.06980097162372925,0.08242389165303286,0.0778825572308372,0.11209576839909834,0.17654156597221599,0.103749,"[0.06980097162372925, 0.08242389165303286, 0.0778825572308372, 0.11209576839909834, 0.17654156597221599]",,,,,
|
| 75 |
+
opt6_delta_signed,opt6_sigma_delta.py,62febd8ddf82a115,5,1,--sd-mode delta --sd-signed 1,,2,False,32,16,100,74,2.2193616376047243,0.26394052044609667,2.277961983825221,0.22348484848484848,0.25757575757575757,285319.85633484164,2.878415107727051,213.5,2026-08-21T12:49:31.467648+00:00,0.06842844144386404,0.08158859172288109,0.07695448310936198,0.11032179260955137,0.17384935652508454,0.102229,"[0.06842844144386404, 0.08158859172288109, 0.07695448310936198, 0.11032179260955137, 0.17384935652508454]",1,132.27,0.10576,96.5,7378.0
|
| 76 |
+
opt6_delta_signed,opt6_sigma_delta.py,62febd8ddf82a115,5,1,--sd-mode delta --sd-signed 1,,2,False,32,16,100,75,2.2098639933150053,0.2862453531598513,2.2610418832663335,0.23863636363636365,0.25757575757575757,270043.86043552036,2.875387191772461,216.4,2026-08-21T12:49:34.368766+00:00,0.06502443223315127,0.07682009413838387,0.07255228214404162,0.10464929263381396,0.16360180211417816,0.09653,"[0.06502443223315127, 0.07682009413838387, 0.07255228214404162, 0.10464929263381396, 0.16360180211417816]",,,,,
|
| 77 |
+
opt6_delta_signed,opt6_sigma_delta.py,62febd8ddf82a115,5,1,--sd-mode delta --sd-signed 1,,2,False,32,16,100,76,2.20625442465885,0.2955390334572491,2.298329497828628,0.22348484848484848,0.25757575757575757,285162.94980203616,2.8816959857940674,219.3,2026-08-21T12:49:37.279955+00:00,0.06867121379165088,0.08126495822387583,0.07657611764529172,0.10947930462220136,0.17154852432363174,0.101508,"[0.06867121379165088, 0.08126495822387583, 0.07657611764529172, 0.10947930462220136, 0.17154852432363174]",1,123.44,0.09881,95.5,7378.0
|
| 78 |
+
opt6_delta_signed,opt6_sigma_delta.py,62febd8ddf82a115,5,1,--sd-mode delta --sd-signed 1,,2,False,32,16,100,77,2.219628959783391,0.28810408921933084,2.29774470762773,0.23106060606060605,0.25757575757575757,289522.36029411765,2.880364179611206,222.2,2026-08-21T12:49:40.186498+00:00,0.06962586588719312,0.08255584757117664,0.07800434003858005,0.11129013580434463,0.17373134283458486,0.103042,"[0.06962586588719312, 0.08255584757117664, 0.07800434003858005, 0.11129013580434463, 0.17373134283458486]",1,103.33,0.08267,92.5,7378.0
|
| 79 |
+
opt6_delta_signed,opt6_sigma_delta.py,62febd8ddf82a115,5,1,--sd-mode delta --sd-signed 1,,2,False,32,16,100,78,2.206510594343164,0.2936802973977695,2.3191145116632637,0.22727272727272727,0.25757575757575757,284912.2191742081,2.884147882461548,225.0,2026-08-21T12:49:43.096537+00:00,0.06859556497896419,0.08134002501473707,0.07657266934128369,0.10834380984306335,0.16924201390322516,0.100819,"[0.06859556497896419, 0.08134002501473707, 0.07657266934128369, 0.10834380984306335, 0.16924201390322516]",,,,,
|
| 80 |
+
opt6_delta_signed,opt6_sigma_delta.py,62febd8ddf82a115,5,1,--sd-mode delta --sd-signed 1,,2,False,32,16,100,79,2.1872331865658103,0.3159851301115242,2.2853734529379643,0.2537878787878788,0.25757575757575757,291206.36071832577,2.877271890640259,227.9,2026-08-21T12:49:46.000454+00:00,0.0702164026305956,0.08309869621606435,0.07803505856324644,0.11030362327309216,0.17252325748696046,0.102835,"[0.0702164026305956, 0.08309869621606435, 0.07803505856324644, 0.11030362327309216, 0.17252325748696046]",1,128.84,0.10297,95.5,7378.0
|
| 81 |
+
opt6_delta_signed,opt6_sigma_delta.py,62febd8ddf82a115,5,1,--sd-mode delta --sd-signed 1,,2,False,32,16,100,80,2.196369062125904,0.31784386617100374,2.2872434240398984,0.24242424242424243,0.25757575757575757,301093.35265837103,2.8871095180511475,230.8,2026-08-21T12:49:48.913714+00:00,0.0721897349199828,0.08624614556046094,0.08149707098217572,0.1147641254698529,0.1783930580405628,0.106618,"[0.0721897349199828, 0.08624614556046094, 0.08149707098217572, 0.1147641254698529, 0.1783930580405628]",,,,,
|
| 82 |
+
opt6_delta_signed,opt6_sigma_delta.py,62febd8ddf82a115,5,1,--sd-mode delta --sd-signed 1,,2,False,32,16,100,81,2.2128177717272677,0.2992565055762082,2.291971929145582,0.23106060606060605,0.25757575757575757,278087.030260181,2.8812761306762695,233.7,2026-08-21T12:49:51.821423+00:00,0.06669088233919705,0.07959460335619309,0.07512059150373235,0.10674093663692474,0.16581052892348347,0.098792,"[0.06669088233919705, 0.07959460335619309, 0.07512059150373235, 0.10674093663692474, 0.16581052892348347]",1,143.67,0.11499,97.0,7378.0
|
| 83 |
+
opt6_delta_signed,opt6_sigma_delta.py,62febd8ddf82a115,5,1,--sd-mode delta --sd-signed 1,,2,False,32,16,100,82,2.1903801230249793,0.30111524163568776,2.262961821122603,0.24242424242424243,0.25757575757575757,292862.9336821267,2.8736016750335693,236.6,2026-08-21T12:49:54.721254+00:00,0.07012204957358978,0.08382707220666549,0.07933742509168737,0.11329321826205534,0.17440190034754136,0.104196,"[0.07012204957358978, 0.08382707220666549, 0.07933742509168737, 0.11329321826205534, 0.17440190034754136]",,,,,
|
| 84 |
+
opt6_delta_signed,opt6_sigma_delta.py,62febd8ddf82a115,5,1,--sd-mode delta --sd-signed 1,,2,False,32,16,100,83,2.195255433759725,0.28066914498141265,2.3013194691051138,0.26136363636363635,0.26136363636363635,285482.10859728506,2.8910977840423584,239.5,2026-08-21T12:49:57.637844+00:00,0.0687651209094945,0.08135232723811094,0.07647187964004629,0.11017162834896761,0.17100335044019363,0.101553,"[0.0687651209094945, 0.08135232723811094, 0.07647187964004629, 0.11017162834896761, 0.17100335044019363]",1,128.07,0.10285,96.5,7378.0
|
| 85 |
+
opt6_delta_signed,opt6_sigma_delta.py,62febd8ddf82a115,5,1,--sd-mode delta --sd-signed 1,,2,False,32,16,100,84,2.2042830309460153,0.27137546468401486,2.3016431837370903,0.24621212121212122,0.26136363636363635,295295.10958710406,2.883547067642212,242.3,2026-08-21T12:50:00.553791+00:00,0.07105578613631866,0.08425801115877488,0.07926990530070137,0.1137109802049749,0.17469480370773988,0.104598,"[0.07105578613631866, 0.08425801115877488, 0.07926990530070137, 0.1137109802049749, 0.17469480370773988]",1,113.8,0.09115,99.0,7378.0
|
| 86 |
+
opt6_delta_signed,opt6_sigma_delta.py,62febd8ddf82a115,5,1,--sd-mode delta --sd-signed 1,,2,False,32,16,100,85,2.2288325728093823,0.27695167286245354,2.300124081698331,0.24621212121212122,0.26136363636363635,285216.2826640272,2.8797125816345215,245.2,2026-08-21T12:50:03.464149+00:00,0.06891070963705287,0.08140506463892319,0.07595492811763987,0.10785316675901413,0.16488126183257384,0.099801,"[0.06891070963705287, 0.08140506463892319, 0.07595492811763987, 0.10785316675901413, 0.16488126183257384]",,,,,
|
| 87 |
+
opt6_delta_signed,opt6_sigma_delta.py,62febd8ddf82a115,5,1,--sd-mode delta --sd-signed 1,,2,False,32,16,100,86,2.2189462645789506,0.28066914498141265,2.310506141547001,0.23106060606060605,0.26136363636363635,282822.128959276,2.8826985359191895,248.1,2026-08-21T12:50:06.372500+00:00,0.06799226911628947,0.08099984377622604,0.07587069448302775,0.10793664043440539,0.1636549488586538,0.099291,"[0.06799226911628947, 0.08099984377622604, 0.07587069448302775, 0.10793664043440539, 0.1636549488586538]",1,129.7,0.10386,95.5,7378.0
|
| 88 |
+
opt6_delta_signed,opt6_sigma_delta.py,62febd8ddf82a115,5,1,--sd-mode delta --sd-signed 1,,2,False,32,16,100,87,2.2149045086261507,0.2825278810408922,2.2744962880105684,0.23863636363636365,0.26136363636363635,297469.3057126697,2.880023956298828,251.0,2026-08-21T12:50:09.288586+00:00,0.07174647818593417,0.08502091861823026,0.079250689376803,0.11331851868068471,0.17322357349536,0.104512,"[0.07174647818593417, 0.08502091861823026, 0.079250689376803, 0.11331851868068471, 0.17322357349536]",,,,,
|
| 89 |
+
opt6_delta_signed,opt6_sigma_delta.py,62febd8ddf82a115,5,1,--sd-mode delta --sd-signed 1,,2,False,32,16,100,88,2.185034602104953,0.31226765799256506,2.293562079920913,0.23484848484848486,0.26136363636363635,303661.9954751131,2.8825716972351074,253.9,2026-08-21T12:50:12.198644+00:00,0.07247452788493212,0.08747423221083249,0.08226677074151881,0.11679128732751398,0.18002933877355912,0.107807,"[0.07247452788493212, 0.08747423221083249, 0.08226677074151881, 0.11679128732751398, 0.18002933877355912]",1,133.74,0.10709,95.5,7378.0
|
| 90 |
+
opt6_delta_signed,opt6_sigma_delta.py,62febd8ddf82a115,5,1,--sd-mode delta --sd-signed 1,,2,False,32,16,100,89,2.1678094456186967,0.3066914498141264,2.3042348153663403,0.24242424242424243,0.26136363636363635,290160.41657239816,2.8908939361572266,256.8,2026-08-21T12:50:15.125887+00:00,0.06958661579033908,0.08334151874570285,0.0778838921995724,0.11111294960274416,0.17165452504859252,0.102716,"[0.06958661579033908, 0.08334151874570285, 0.0778838921995724, 0.11111294960274416, 0.17165452504859252]",1,142.46,0.1144,97.0,7378.0
|
| 91 |
+
opt6_delta_signed,opt6_sigma_delta.py,62febd8ddf82a115,5,1,--sd-mode delta --sd-signed 1,,2,False,32,16,100,90,2.199206503793653,0.2955390334572491,2.297225171869451,0.24621212121212122,0.26136363636363635,290509.1910350679,2.8941473960876465,259.7,2026-08-21T12:50:18.046468+00:00,0.06941582262516022,0.0835281351909918,0.07849531971356448,0.11247117510613273,0.17321501233998468,0.103425,"[0.06941582262516022, 0.0835281351909918, 0.07849531971356448, 0.11247117510613273, 0.17321501233998468]",,,,,
|
| 92 |
+
opt6_delta_signed,opt6_sigma_delta.py,62febd8ddf82a115,5,1,--sd-mode delta --sd-signed 1,,2,False,32,16,100,91,2.219867824178646,0.2825278810408922,2.299450751506921,0.26136363636363635,0.26136363636363635,273843.23699095024,2.882020950317383,262.5,2026-08-21T12:50:20.955135+00:00,0.06588830996085615,0.07822906357400558,0.0732038932688096,0.10596259376581978,0.16310029871323528,0.097277,"[0.06588830996085615, 0.07822906357400558, 0.0732038932688096, 0.10596259376581978, 0.16310029871323528]",1,112.2,0.08982,99.0,7378.0
|
| 93 |
+
opt6_delta_signed,opt6_sigma_delta.py,62febd8ddf82a115,5,1,--sd-mode delta --sd-signed 1,,2,False,32,16,100,92,2.208253115083205,0.29739776951672864,2.2903706593946977,0.2537878787878788,0.26136363636363635,291200.3465780543,2.8885419368743896,265.4,2026-08-21T12:50:23.869627+00:00,0.06992846595890381,0.08363401670666303,0.0779664827620282,0.11114274009185679,0.16807093602769516,0.102149,"[0.06992846595890381, 0.08363401670666303, 0.0779664827620282, 0.11114274009185679, 0.16807093602769516]",,,,,
|
| 94 |
+
opt6_delta_signed,opt6_sigma_delta.py,62febd8ddf82a115,5,1,--sd-mode delta --sd-signed 1,,2,False,32,16,100,93,2.170559274219669,0.3141263940520446,2.305085290562023,0.23484848484848486,0.26136363636363635,287091.4440045249,2.882202386856079,268.3,2026-08-21T12:50:26.778302+00:00,0.06894770220798604,0.08231127262115479,0.07683954519384048,0.1104421251836945,0.17010454921161428,0.101729,"[0.06894770220798604, 0.08231127262115479, 0.07683954519384048, 0.1104421251836945, 0.17010454921161428]",1,142.98,0.11447,97.0,7378.0
|
| 95 |
+
opt6_delta_signed,opt6_sigma_delta.py,62febd8ddf82a115,5,1,--sd-mode delta --sd-signed 1,,2,False,32,16,100,94,2.196446962072947,0.29182156133828996,2.288847070751768,0.25,0.26136363636363635,286510.0306843891,2.878479242324829,271.2,2026-08-21T12:50:29.681579+00:00,0.06879587340004303,0.08208722577375524,0.07682122684576932,0.11035961482454748,0.16920783677521875,0.101454,"[0.06879587340004303, 0.08208722577375524, 0.07682122684576932, 0.11035961482454748, 0.16920783677521875]",,,,,
|
| 96 |
+
opt6_delta_signed,opt6_sigma_delta.py,62febd8ddf82a115,5,1,--sd-mode delta --sd-signed 1,,2,False,32,16,100,95,2.20262826951463,0.3066914498141264,2.2943276781024355,0.24242424242424243,0.26136363636363635,284445.502969457,2.8810641765594482,274.1,2026-08-21T12:50:32.588872+00:00,0.068344415329835,0.08148717354325687,0.07609940846176709,0.10941967280472026,0.17073060835109038,0.101216,"[0.068344415329835, 0.08148717354325687, 0.07609940846176709, 0.10941967280472026, 0.17073060835109038]",1,133.29,0.10667,94.5,7378.0
|
| 97 |
+
opt6_delta_signed,opt6_sigma_delta.py,62febd8ddf82a115,5,1,--sd-mode delta --sd-signed 1,,2,False,32,16,100,96,2.1945967816065677,0.29182156133828996,2.297501210010413,0.23863636363636365,0.26136363636363635,296884.2796945701,2.8775768280029297,276.9,2026-08-21T12:50:35.491659+00:00,0.07095441353671691,0.085438270779217,0.08008334303603452,0.11473966083105873,0.17507275237756617,0.105258,"[0.07095441353671691, 0.085438270779217, 0.08008334303603452, 0.11473966083105873, 0.17507275237756617]",,,,,
|
| 98 |
+
opt6_delta_signed,opt6_sigma_delta.py,62febd8ddf82a115,5,1,--sd-mode delta --sd-signed 1,,2,False,32,16,100,97,2.229823981075925,0.26579925650557623,2.299928722959576,0.24242424242424243,0.26136363636363635,298811.2491515837,2.8928020000457764,279.8,2026-08-21T12:50:38.411051+00:00,0.07127070383113973,0.08629019076333326,0.08075694038587458,0.11479127582381754,0.17636959430049448,0.105896,"[0.07127070383113973, 0.08629019076333326, 0.08075694038587458, 0.11479127582381754, 0.17636959430049448]",1,125.9,0.10117,95.0,7378.0
|
| 99 |
+
opt6_delta_signed,opt6_sigma_delta.py,62febd8ddf82a115,5,1,--sd-mode delta --sd-signed 1,,2,False,32,16,100,98,2.1958143471785196,0.2695167286245353,2.2972610141291763,0.23863636363636365,0.26136363636363635,292725.25975678733,2.884162664413452,282.7,2026-08-21T12:50:41.320380+00:00,0.07017972342231694,0.08411530010840472,0.0785779264919898,0.11231673070613075,0.17022094042862163,0.103082,"[0.07017972342231694, 0.08411530010840472, 0.0785779264919898, 0.11231673070613075, 0.17022094042862163]",1,113.04,0.09056,98.5,7378.0
|
| 100 |
+
opt6_delta_signed,opt6_sigma_delta.py,62febd8ddf82a115,5,1,--sd-mode delta --sd-signed 1,,2,False,32,16,100,99,2.1717768043390437,0.2955390334572491,2.275968515511715,0.24242424242424243,0.26136363636363635,298071.9331165158,2.8799965381622314,285.6,2026-08-21T12:50:44.227452+00:00,0.07111453527913374,0.08596198962015264,0.08048031829735812,0.1152769520002253,0.1779563356848324,0.106158,"[0.07111453527913374, 0.08596198962015264, 0.08048031829735812, 0.1152769520002253, 0.1779563356848324]",,,,,
|
| 101 |
+
opt6_delta_signed,opt6_sigma_delta.py,62febd8ddf82a115,5,1,--sd-mode delta --sd-signed 1,,2,False,32,16,100,100,2.174016947196762,0.28810408921933084,2.305595470197273,0.24621212121212122,0.26136363636363635,304670.36453619914,2.893610954284668,288.5,2026-08-21T12:50:47.147014+00:00,0.07262509140898199,0.08787199065965764,0.08254424614064834,0.11760416758411071,0.1827747295884525,0.108684,"[0.07262509140898199, 0.08787199065965764, 0.08254424614064834, 0.11760416758411071, 0.1827747295884525]",1,128.1,0.10296,94.0,7378.0
|
opt6_sigma_delta/opt6_delta_signed.epochs.jsonl
ADDED
|
@@ -0,0 +1,100 @@
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| 1 |
+
{"epoch": 1, "train_loss": 2.4910979474787376, "train_acc": 0.11895910780669144, "test_loss": 2.5431635741031533, "test_acc": 0.125, "best_acc": 0.125, "spike_rates": [0.09242049692308202, 0.13449534160249374, 0.15988542753107407, 0.19949393500300014, 0.2980106069761164], "spikes_per_sample": 447319.0619343891, "wall_time_s": 3.3678157329559326, "timestamp": "2026-08-21T12:45:59.353154+00:00"}
|
| 2 |
+
{"epoch": 2, "train_loss": 2.4471561483291002, "train_acc": 0.13197026022304834, "test_loss": 2.497470494472619, "test_acc": 0.12878787878787878, "best_acc": 0.12878787878787878, "spike_rates": [0.09613741496030022, 0.12935163036865346, 0.15353208780288696, 0.19696310863775365, 0.29789188504219055], "spikes_per_sample": 446057.588800905, "wall_time_s": 2.9171035289764404, "timestamp": "2026-08-21T12:46:02.300518+00:00"}
|
| 3 |
+
{"epoch": 3, "train_loss": 2.4492200280653944, "train_acc": 0.1171003717472119, "test_loss": 2.4898945418271152, "test_acc": 0.11363636363636363, "best_acc": 0.12878787878787878, "spike_rates": [0.09112872183322906, 0.12136363325750127, 0.14513165635221145, 0.1903312285156811, 0.2913707372020273], "spikes_per_sample": 421850.4078054299, "wall_time_s": 2.9131650924682617, "timestamp": "2026-08-21T12:46:05.243908+00:00"}
|
| 4 |
+
{"epoch": 4, "train_loss": 2.4101413581451077, "train_acc": 0.12639405204460966, "test_loss": 2.5249769976644805, "test_acc": 0.11363636363636363, "best_acc": 0.12878787878787878, "spike_rates": [0.0914895854452077, 0.12142648942330304, 0.14401480818496032, 0.1875932672444512, 0.28822190270704384], "spikes_per_sample": 421702.51654411765, "wall_time_s": 2.9185009002685547, "timestamp": "2026-08-21T12:46:08.187822+00:00"}
|
| 5 |
+
{"epoch": 5, "train_loss": 2.375039716635495, "train_acc": 0.15985130111524162, "test_loss": 2.5067660808563232, "test_acc": 0.12121212121212122, "best_acc": 0.12878787878787878, "spike_rates": [0.09291374946341795, 0.12433489105280708, 0.14788086186437047, 0.19066659317297094, 0.29122919720761914], "spikes_per_sample": 430193.6867929864, "wall_time_s": 2.907670259475708, "timestamp": "2026-08-21T12:46:11.121635+00:00"}
|
| 6 |
+
{"epoch": 6, "train_loss": 2.387390140264008, "train_acc": 0.1524163568773234, "test_loss": 2.470798362385143, "test_acc": 0.1590909090909091, "best_acc": 0.1590909090909091, "spike_rates": [0.09137678496977862, 0.12180089687599856, 0.14504029733293197, 0.18810450154192307, 0.28889700069146995], "spikes_per_sample": 422468.35421380086, "wall_time_s": 2.8977346420288086, "timestamp": "2026-08-21T12:46:14.044257+00:00"}
|
| 7 |
+
{"epoch": 7, "train_loss": 2.3975917956199786, "train_acc": 0.15055762081784388, "test_loss": 2.450077266404123, "test_acc": 0.16287878787878787, "best_acc": 0.16287878787878787, "spike_rates": [0.0940344421302571, 0.12703495691804326, 0.15009447231012232, 0.19450514193843393, 0.30022062799509835], "spikes_per_sample": 437112.1286764706, "wall_time_s": 2.8958089351654053, "timestamp": "2026-08-21T12:46:16.972842+00:00"}
|
| 8 |
+
{"epoch": 8, "train_loss": 2.3741399071916773, "train_acc": 0.18773234200743494, "test_loss": 2.4173763593037925, "test_acc": 0.14772727272727273, "best_acc": 0.16287878787878787, "spike_rates": [0.08974658084266326, 0.1174291416126139, 0.13628503066651962, 0.17610920527402094, 0.2763054458534016], "spikes_per_sample": 408196.79878393665, "wall_time_s": 2.8746325969696045, "timestamp": "2026-08-21T12:46:19.879534+00:00"}
|
| 9 |
+
{"epoch": 9, "train_loss": 2.403420587454587, "train_acc": 0.15985130111524162, "test_loss": 2.450020558906324, "test_acc": 0.13257575757575757, "best_acc": 0.16287878787878787, "spike_rates": [0.09196556184221716, 0.12010461486437742, 0.13944026345715804, 0.17877422799082363, 0.2861706842394436], "spikes_per_sample": 417742.07169117645, "wall_time_s": 2.8781862258911133, "timestamp": "2026-08-21T12:46:22.782756+00:00"}
|
| 10 |
+
{"epoch": 10, "train_loss": 2.3805948810506488, "train_acc": 0.15613382899628253, "test_loss": 2.4307011835502856, "test_acc": 0.16287878787878787, "best_acc": 0.16287878787878787, "spike_rates": [0.09031039388740764, 0.11688524659942179, 0.1362722463467542, 0.1755496018073138, 0.2766432797207552], "spikes_per_sample": 408732.5681561086, "wall_time_s": 2.8743958473205566, "timestamp": "2026-08-21T12:46:25.682540+00:00"}
|
| 11 |
+
{"epoch": 11, "train_loss": 2.3757733306033906, "train_acc": 0.17843866171003717, "test_loss": 2.458693598255967, "test_acc": 0.13636363636363635, "best_acc": 0.16287878787878787, "spike_rates": [0.0930413213722846, 0.12218343817135867, 0.14303061453735127, 0.1844366078867632, 0.28707288643893075], "spikes_per_sample": 424808.9093608597, "wall_time_s": 2.8712127208709717, "timestamp": "2026-08-21T12:46:28.578245+00:00"}
|
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{"epoch": 89, "train_loss": 2.1678094456186967, "train_acc": 0.3066914498141264, "test_loss": 2.3042348153663403, "test_acc": 0.24242424242424243, "best_acc": 0.26136363636363635, "spike_rates": [0.06958661579033908, 0.08334151874570285, 0.0778838921995724, 0.11111294960274416, 0.17165452504859252], "spikes_per_sample": 290160.41657239816, "wall_time_s": 2.8908939361572266, "timestamp": "2026-08-21T12:50:15.125887+00:00"}
|
| 90 |
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{"epoch": 90, "train_loss": 2.199206503793653, "train_acc": 0.2955390334572491, "test_loss": 2.297225171869451, "test_acc": 0.24621212121212122, "best_acc": 0.26136363636363635, "spike_rates": [0.06941582262516022, 0.0835281351909918, 0.07849531971356448, 0.11247117510613273, 0.17321501233998468], "spikes_per_sample": 290509.1910350679, "wall_time_s": 2.8941473960876465, "timestamp": "2026-08-21T12:50:18.046468+00:00"}
|
| 91 |
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{"epoch": 91, "train_loss": 2.219867824178646, "train_acc": 0.2825278810408922, "test_loss": 2.299450751506921, "test_acc": 0.26136363636363635, "best_acc": 0.26136363636363635, "spike_rates": [0.06588830996085615, 0.07822906357400558, 0.0732038932688096, 0.10596259376581978, 0.16310029871323528], "spikes_per_sample": 273843.23699095024, "wall_time_s": 2.882020950317383, "timestamp": "2026-08-21T12:50:20.955135+00:00"}
|
| 92 |
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{"epoch": 92, "train_loss": 2.208253115083205, "train_acc": 0.29739776951672864, "test_loss": 2.2903706593946977, "test_acc": 0.2537878787878788, "best_acc": 0.26136363636363635, "spike_rates": [0.06992846595890381, 0.08363401670666303, 0.0779664827620282, 0.11114274009185679, 0.16807093602769516], "spikes_per_sample": 291200.3465780543, "wall_time_s": 2.8885419368743896, "timestamp": "2026-08-21T12:50:23.869627+00:00"}
|
| 93 |
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{"epoch": 93, "train_loss": 2.170559274219669, "train_acc": 0.3141263940520446, "test_loss": 2.305085290562023, "test_acc": 0.23484848484848486, "best_acc": 0.26136363636363635, "spike_rates": [0.06894770220798604, 0.08231127262115479, 0.07683954519384048, 0.1104421251836945, 0.17010454921161428], "spikes_per_sample": 287091.4440045249, "wall_time_s": 2.882202386856079, "timestamp": "2026-08-21T12:50:26.778302+00:00"}
|
| 94 |
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{"epoch": 94, "train_loss": 2.196446962072947, "train_acc": 0.29182156133828996, "test_loss": 2.288847070751768, "test_acc": 0.25, "best_acc": 0.26136363636363635, "spike_rates": [0.06879587340004303, 0.08208722577375524, 0.07682122684576932, 0.11035961482454748, 0.16920783677521875], "spikes_per_sample": 286510.0306843891, "wall_time_s": 2.878479242324829, "timestamp": "2026-08-21T12:50:29.681579+00:00"}
|
| 95 |
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{"epoch": 95, "train_loss": 2.20262826951463, "train_acc": 0.3066914498141264, "test_loss": 2.2943276781024355, "test_acc": 0.24242424242424243, "best_acc": 0.26136363636363635, "spike_rates": [0.068344415329835, 0.08148717354325687, 0.07609940846176709, 0.10941967280472026, 0.17073060835109038], "spikes_per_sample": 284445.502969457, "wall_time_s": 2.8810641765594482, "timestamp": "2026-08-21T12:50:32.588872+00:00"}
|
| 96 |
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{"epoch": 96, "train_loss": 2.1945967816065677, "train_acc": 0.29182156133828996, "test_loss": 2.297501210010413, "test_acc": 0.23863636363636365, "best_acc": 0.26136363636363635, "spike_rates": [0.07095441353671691, 0.085438270779217, 0.08008334303603452, 0.11473966083105873, 0.17507275237756617], "spikes_per_sample": 296884.2796945701, "wall_time_s": 2.8775768280029297, "timestamp": "2026-08-21T12:50:35.491659+00:00"}
|
| 97 |
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{"epoch": 97, "train_loss": 2.229823981075925, "train_acc": 0.26579925650557623, "test_loss": 2.299928722959576, "test_acc": 0.24242424242424243, "best_acc": 0.26136363636363635, "spike_rates": [0.07127070383113973, 0.08629019076333326, 0.08075694038587458, 0.11479127582381754, 0.17636959430049448], "spikes_per_sample": 298811.2491515837, "wall_time_s": 2.8928020000457764, "timestamp": "2026-08-21T12:50:38.411051+00:00"}
|
| 98 |
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{"epoch": 98, "train_loss": 2.1958143471785196, "train_acc": 0.2695167286245353, "test_loss": 2.2972610141291763, "test_acc": 0.23863636363636365, "best_acc": 0.26136363636363635, "spike_rates": [0.07017972342231694, 0.08411530010840472, 0.0785779264919898, 0.11231673070613075, 0.17022094042862163], "spikes_per_sample": 292725.25975678733, "wall_time_s": 2.884162664413452, "timestamp": "2026-08-21T12:50:41.320380+00:00"}
|
| 99 |
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{"epoch": 99, "train_loss": 2.1717768043390437, "train_acc": 0.2955390334572491, "test_loss": 2.275968515511715, "test_acc": 0.24242424242424243, "best_acc": 0.26136363636363635, "spike_rates": [0.07111453527913374, 0.08596198962015264, 0.08048031829735812, 0.1152769520002253, 0.1779563356848324], "spikes_per_sample": 298071.9331165158, "wall_time_s": 2.8799965381622314, "timestamp": "2026-08-21T12:50:44.227452+00:00"}
|
| 100 |
+
{"epoch": 100, "train_loss": 2.174016947196762, "train_acc": 0.28810408921933084, "test_loss": 2.305595470197273, "test_acc": 0.24621212121212122, "best_acc": 0.26136363636363635, "spike_rates": [0.07262509140898199, 0.08787199065965764, 0.08254424614064834, 0.11760416758411071, 0.1827747295884525], "spikes_per_sample": 304670.36453619914, "wall_time_s": 2.893610954284668, "timestamp": "2026-08-21T12:50:47.147014+00:00"}
|
opt6_sigma_delta/opt6_delta_signed.gpu_telemetry.csv
ADDED
|
@@ -0,0 +1,201 @@
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| 1 |
+
timestamp,index,utilization.gpu,utilization.memory,memory.used,memory.total,temperature.gpu,power.draw,clocks.sm
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| 2 |
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2026/08/21 12:47:58.845, 0, 93, 89, 3689, 15360, 77, 67.25, 1200
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2026/08/21 12:48:03.910, 0, 95, 83, 3689, 15360, 77, 64.90, 1155
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2026/08/21 12:48:03.926, 1, 95, 81, 3689, 15360, 68, 42.56, 1545
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2026/08/21 12:48:08.971, 0, 96, 83, 3689, 15360, 77, 61.20, 945
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2026/08/21 12:48:08.985, 1, 95, 85, 3689, 15360, 69, 73.86, 1245
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2026/08/21 12:50:15.748, 0, 97, 86, 3689, 15360, 77, 77.93, 1080
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2026/08/21 12:50:20.822, 0, 98, 100, 3689, 15360, 77, 67.39, 1230
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2026/08/21 12:50:20.839, 1, 100, 0, 3689, 15360, 70, 44.81, 1590
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| 184 |
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2026/08/21 12:50:30.958, 0, 95, 83, 3689, 15360, 77, 59.91, 945
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2026/08/21 12:50:30.974, 1, 94, 80, 3689, 15360, 70, 73.38, 1260
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2026/08/21 12:50:36.034, 0, 97, 90, 3689, 15360, 77, 61.43, 1170
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2026/08/21 12:50:46.164, 0, 94, 84, 3689, 15360, 77, 61.34, 1170
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| 191 |
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2026/08/21 12:50:46.180, 1, 94, 86, 3689, 15360, 71, 66.76, 1395
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| 192 |
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2026/08/21 12:50:51.232, 0, 77, 53, 3689, 15360, 77, 65.04, 1290
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| 193 |
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2026/08/21 12:50:51.250, 1, 0, 0, 3, 15360, 66, 11.11, 345
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| 194 |
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2026/08/21 12:50:56.308, 0, 46, 24, 3689, 15360, 77, 62.95, 1575
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| 195 |
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2026/08/21 12:50:56.316, 1, 0, 0, 3, 15360, 63, 10.42, 300
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| 196 |
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2026/08/21 12:51:01.375, 0, 71, 48, 3689, 15360, 77, 59.18, 1335
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| 197 |
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2026/08/21 12:51:01.387, 1, 0, 0, 3, 15360, 61, 10.52, 300
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| 198 |
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2026/08/21 12:51:06.443, 0, 71, 49, 3689, 15360, 77, 52.67, 1275
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| 199 |
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2026/08/21 12:51:06.453, 1, 0, 0, 3, 15360, 59, 11.90, 300
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| 200 |
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2026/08/21 12:51:11.507, 0, 98, 84, 3689, 15360, 77, 67.04, 990
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| 201 |
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2026/08/21 12:51:11.526, 1, 0, 0, 3, 15360, 58, 9.93, 300
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opt6_sigma_delta/opt6_delta_signed.summary.json
ADDED
|
@@ -0,0 +1,100 @@
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|
| 1 |
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{
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| 2 |
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| 3 |
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|
| 14 |
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|
| 15 |
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|
| 16 |
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| 17 |
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| 18 |
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| 19 |
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|
| 80 |
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|
| 81 |
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|
| 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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"neg_event_fraction": 0.4975989769294771
|
| 91 |
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},
|
| 92 |
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"driver_version": 1,
|
| 93 |
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"zip": {
|
| 94 |
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"name": "opt6_delta_signed.zip",
|
| 95 |
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|
| 96 |
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"bytes": 1443927583,
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| 97 |
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| 99 |
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| 100 |
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|
opt6_sigma_delta/opt6_delta_signed.zip
ADDED
|
@@ -0,0 +1,3 @@
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|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
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version https://git-lfs.github.com/spec/v1
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| 2 |
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oid sha256:3920e2b8768d5ba0bca3f816d31124aa7f37694e98734a932891b86af4aa435c
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| 3 |
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size 1443927583
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