add run opt6_residual_unsigned
Browse files
opt6_sigma_delta/opt6_residual_unsigned.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_residual_unsigned,opt6_sigma_delta.py,62febd8ddf82a115,5,1,--sd-mode residual --sd-signed 0,,2,False,32,16,100,1,3.0666228936064197,0.40148698884758366,4.447841413093336,0.2159090909090909,0.2159090909090909,667225.0466628959,3.3740007877349854,3.4,2026-08-21T12:54:50.001896+00:00,0.12708491349921508,0.22174514742458568,0.24966681354186115,0.26752592360272126,0.2657931587275337,0.226363,"[0.12708491349921508, 0.22174514742458568, 0.24966681354186115, 0.26752592360272126, 0.2657931587275337]",,,,,
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| 3 |
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opt6_residual_unsigned,opt6_sigma_delta.py,62febd8ddf82a115,5,1,--sd-mode residual --sd-signed 0,,2,False,32,16,100,2,1.8648681667214433,0.46654275092936803,1.8913847099650989,0.3409090909090909,0.3409090909090909,693799.2822398191,2.924818277359009,6.3,2026-08-21T12:54:52.960290+00:00,0.12758749811088338,0.24266266209237716,0.25814611070296345,0.2613014158080606,0.26009677964098316,0.229959,"[0.12758749811088338, 0.24266266209237716, 0.25814611070296345, 0.2613014158080606, 0.26009677964098316]",1,121.62,0.09881,96.0,7378.0
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| 4 |
+
opt6_residual_unsigned,opt6_sigma_delta.py,62febd8ddf82a115,5,1,--sd-mode residual --sd-signed 0,,2,False,32,16,100,3,1.6374174236808126,0.5111524163568774,1.199755112330119,0.5075757575757576,0.5075757575757576,671390.7528280544,2.914677619934082,9.2,2026-08-21T12:54:55.906014+00:00,0.12186109362279668,0.2344335922423531,0.2548801031182794,0.2610052000073826,0.257726004895042,0.225981,"[0.12186109362279668, 0.2344335922423531, 0.2548801031182794, 0.2610052000073826, 0.257726004895042]",,,,,
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| 5 |
+
opt6_residual_unsigned,opt6_sigma_delta.py,62febd8ddf82a115,5,1,--sd-mode residual --sd-signed 0,,2,False,32,16,100,4,1.4008073150890024,0.5817843866171004,1.093247090325211,0.5189393939393939,0.5189393939393939,653331.1889140272,2.9184377193450928,12.1,2026-08-21T12:54:58.856403+00:00,0.11924858566592722,0.22945496264625997,0.24332893070052652,0.2515934127218583,0.2491830850348753,0.218562,"[0.11924858566592722, 0.22945496264625997, 0.24332893070052652, 0.2515934127218583, 0.2491830850348753]",1,121.15,0.09821,96.0,7378.0
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| 6 |
+
opt6_residual_unsigned,opt6_sigma_delta.py,62febd8ddf82a115,5,1,--sd-mode residual --sd-signed 0,,2,False,32,16,100,5,1.3584367094429894,0.6022304832713755,1.1370024608843254,0.5757575757575758,0.5757575757575758,640798.5419966064,2.9321250915527344,15.1,2026-08-21T12:55:01.821257+00:00,0.11933906770804349,0.22313868561211755,0.23474236183306751,0.24006927451666663,0.23862434923648834,0.211183,"[0.11933906770804349, 0.22313868561211755, 0.23474236183306751, 0.24006927451666663, 0.23862434923648834]",,,,,
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| 7 |
+
opt6_residual_unsigned,opt6_sigma_delta.py,62febd8ddf82a115,5,1,--sd-mode residual --sd-signed 0,,2,False,32,16,100,6,1.2811042522409148,0.6356877323420075,0.9760866129037106,0.5909090909090909,0.5909090909090909,644775.5943156108,2.943714141845703,18.0,2026-08-21T12:55:04.796042+00:00,0.12141694084686391,0.2240079825415331,0.23425033513237448,0.23250946139588075,0.23360474232365103,0.209158,"[0.12141694084686391, 0.2240079825415331, 0.23425033513237448, 0.23250946139588075, 0.23360474232365103]",1,114.27,0.09344,89.0,7378.0
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| 8 |
+
opt6_residual_unsigned,opt6_sigma_delta.py,62febd8ddf82a115,5,1,--sd-mode residual --sd-signed 0,,2,False,32,16,100,7,1.2685641648600978,0.6245353159851301,0.8255411368427854,0.6022727272727273,0.6022727272727273,639417.3539309956,2.948662519454956,21.0,2026-08-21T12:55:07.776122+00:00,0.12055812031030655,0.2213549990864361,0.2333221014808206,0.2304199548328624,0.2318543660290101,0.207502,"[0.12055812031030655, 0.2213549990864361, 0.2333221014808206, 0.2304199548328624, 0.2318543660290101]",1,138.94,0.1138,96.0,7378.0
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| 9 |
+
opt6_residual_unsigned,opt6_sigma_delta.py,62febd8ddf82a115,5,1,--sd-mode residual --sd-signed 0,,2,False,32,16,100,8,1.1903016310199042,0.6524163568773235,0.8056368430455526,0.6363636363636364,0.6363636363636364,618054.2945418552,2.950507402420044,23.9,2026-08-21T12:55:10.759008+00:00,0.11357398506473093,0.2183601637096966,0.2274948419893489,0.22698222626658046,0.22347395910936244,0.201977,"[0.11357398506473093, 0.2183601637096966, 0.2274948419893489, 0.22698222626658046, 0.22347395910936244]",,,,,
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| 10 |
+
opt6_residual_unsigned,opt6_sigma_delta.py,62febd8ddf82a115,5,1,--sd-mode residual --sd-signed 0,,2,False,32,16,100,9,1.154916493422923,0.7100371747211895,0.8331173586122917,0.7121212121212122,0.7121212121212122,620639.614536199,2.9459755420684814,26.9,2026-08-21T12:55:13.735460+00:00,0.11536038491655798,0.21997775838655584,0.2223413761924295,0.22600520095404456,0.2201611794093076,0.200769,"[0.11536038491655798, 0.21997775838655584, 0.2223413761924295, 0.22600520095404456, 0.2201611794093076]",1,127.87,0.10464,97.0,7378.0
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| 11 |
+
opt6_residual_unsigned,opt6_sigma_delta.py,62febd8ddf82a115,5,1,--sd-mode residual --sd-signed 0,,2,False,32,16,100,10,1.150815590606746,0.7007434944237918,0.7522724379192699,0.6590909090909091,0.7121212121212122,604678.5110294118,2.939934253692627,29.8,2026-08-21T12:55:16.706682+00:00,0.11150669306516647,0.21676107627504013,0.21535724664435668,0.2200257585329168,0.21285019990275889,0.1953,"[0.11150669306516647, 0.21676107627504013, 0.21535724664435668, 0.2200257585329168, 0.21285019990275889]",,,,,
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| 12 |
+
opt6_residual_unsigned,opt6_sigma_delta.py,62febd8ddf82a115,5,1,--sd-mode residual --sd-signed 0,,2,False,32,16,100,11,1.104764343637516,0.6951672862453532,0.8482443003943472,0.6742424242424242,0.7121212121212122,610569.9520644797,2.929346799850464,32.7,2026-08-21T12:55:19.662316+00:00,0.1132783657487701,0.21777141357169433,0.21784275244264042,0.2186659863766502,0.21186064008404226,0.195884,"[0.1132783657487701, 0.21777141357169433, 0.21784275244264042, 0.2186659863766502, 0.21186064008404226]",1,129.0,0.10497,97.0,7378.0
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| 13 |
+
opt6_residual_unsigned,opt6_sigma_delta.py,62febd8ddf82a115,5,1,--sd-mode residual --sd-signed 0,,2,False,32,16,100,12,1.1203220861108774,0.6970260223048327,0.951517509691643,0.6022727272727273,0.7121212121212122,588041.2417986426,2.9140617847442627,35.6,2026-08-21T12:55:22.601331+00:00,0.10893162909676046,0.20850900604444392,0.2122927825240528,0.21306512110373554,0.2049526545931311,0.18955,"[0.10893162909676046, 0.20850900604444392, 0.2122927825240528, 0.21306512110373554, 0.2049526545931311]",1,109.6,0.08872,99.0,7378.0
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| 14 |
+
opt6_residual_unsigned,opt6_sigma_delta.py,62febd8ddf82a115,5,1,--sd-mode residual --sd-signed 0,,2,False,32,16,100,13,1.0599058782300985,0.7118959107806692,0.6744783502636533,0.7310606060606061,0.7310606060606061,584324.1077488689,2.910810708999634,38.5,2026-08-21T12:55:25.537886+00:00,0.1075621378772399,0.2081023542320027,0.21189762739574208,0.2119986257132362,0.19640524685382843,0.187193,"[0.1075621378772399, 0.2081023542320027, 0.21189762739574208, 0.2119986257132362, 0.19640524685382843]",,,,,
|
| 15 |
+
opt6_residual_unsigned,opt6_sigma_delta.py,62febd8ddf82a115,5,1,--sd-mode residual --sd-signed 0,,2,False,32,16,100,14,1.0227733850479126,0.7732342007434945,0.7398118394793887,0.7424242424242424,0.7424242424242424,571293.2495757919,2.909119129180908,41.5,2026-08-21T12:55:28.479634+00:00,0.10699444395654342,0.2026937796789057,0.20350321864380555,0.19912188456338994,0.18690879117040074,0.179844,"[0.10699444395654342, 0.2026937796789057, 0.20350321864380555, 0.19912188456338994, 0.18690879117040074]",1,126.91,0.10255,96.5,7378.0
|
| 16 |
+
opt6_residual_unsigned,opt6_sigma_delta.py,62febd8ddf82a115,5,1,--sd-mode residual --sd-signed 0,,2,False,32,16,100,15,1.0247884510175003,0.7769516728624535,1.0962090889612834,0.6477272727272727,0.7424242424242424,567487.8567590498,2.9034433364868164,44.4,2026-08-21T12:55:31.415634+00:00,0.10674946974305545,0.20165157055153565,0.2000852183384054,0.19653396659037647,0.17889476874295404,0.176783,"[0.10674946974305545, 0.20165157055153565, 0.2000852183384054, 0.19653396659037647, 0.17889476874295404]",,,,,
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| 17 |
+
opt6_residual_unsigned,opt6_sigma_delta.py,62febd8ddf82a115,5,1,--sd-mode residual --sd-signed 0,,2,False,32,16,100,16,1.0204118583282131,0.7546468401486989,0.7504924228697112,0.7083333333333334,0.7424242424242424,556882.9646493213,2.8988547325134277,47.3,2026-08-21T12:55:34.341446+00:00,0.10456378363511142,0.19737457264872157,0.19670351813821232,0.19821348961661844,0.18059280952986548,0.17549,"[0.10456378363511142, 0.19737457264872157, 0.19670351813821232, 0.19821348961661844, 0.18059280952986548]",1,121.48,0.09782,95.0,7378.0
|
| 18 |
+
opt6_residual_unsigned,opt6_sigma_delta.py,62febd8ddf82a115,5,1,--sd-mode residual --sd-signed 0,,2,False,32,16,100,17,0.9830359805472279,0.7862453531598513,0.5589925231355609,0.7575757575757576,0.7575757575757576,562046.2722002262,2.899648666381836,50.2,2026-08-21T12:55:37.268100+00:00,0.1052029987468439,0.19825572564321406,0.20054305914570303,0.20463954350527594,0.1859890178722494,0.178926,"[0.1052029987468439, 0.19825572564321406, 0.20054305914570303, 0.20463954350527594, 0.1859890178722494]",1,144.73,0.11657,89.0,7378.0
|
| 19 |
+
opt6_residual_unsigned,opt6_sigma_delta.py,62febd8ddf82a115,5,1,--sd-mode residual --sd-signed 0,,2,False,32,16,100,18,0.932324952795603,0.7973977695167286,0.748065634207292,0.7196969696969697,0.7575757575757576,544165.5159785068,2.9003219604492188,53.1,2026-08-21T12:55:40.201050+00:00,0.10097829515443128,0.19398337251999798,0.19408412277698517,0.196330230902223,0.17805451680632198,0.172686,"[0.10097829515443128, 0.19398337251999798, 0.19408412277698517, 0.196330230902223, 0.17805451680632198]",,,,,
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| 20 |
+
opt6_residual_unsigned,opt6_sigma_delta.py,62febd8ddf82a115,5,1,--sd-mode residual --sd-signed 0,,2,False,32,16,100,19,0.9581479365940874,0.7713754646840149,0.5002334876493975,0.8484848484848485,0.8484848484848485,541473.2166289593,2.891568422317505,56.0,2026-08-21T12:55:43.119043+00:00,0.10111979833420585,0.1928005998625475,0.19112594600986033,0.1948430021019543,0.17790344795759985,0.171559,"[0.10111979833420585, 0.1928005998625475, 0.19112594600986033, 0.1948430021019543, 0.17790344795759985]",1,101.21,0.08129,97.0,7378.0
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| 21 |
+
opt6_residual_unsigned,opt6_sigma_delta.py,62febd8ddf82a115,5,1,--sd-mode residual --sd-signed 0,,2,False,32,16,100,20,0.9074305998348392,0.8159851301115242,0.5813021298610803,0.7083333333333334,0.8484848484848485,541858.5501979637,2.8901312351226807,58.8,2026-08-21T12:55:46.041201+00:00,0.10228748531902537,0.19163455244372873,0.18973008148810444,0.1939192633418476,0.17936844685498407,0.171388,"[0.10228748531902537, 0.19163455244372873, 0.18973008148810444, 0.1939192633418476, 0.17936844685498407]",,,,,
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| 22 |
+
opt6_residual_unsigned,opt6_sigma_delta.py,62febd8ddf82a115,5,1,--sd-mode residual --sd-signed 0,,2,False,32,16,100,21,0.870446571630173,0.8364312267657993,0.6229644038460471,0.7992424242424242,0.8484848484848485,539744.8132070135,2.8947861194610596,61.7,2026-08-21T12:55:48.961886+00:00,0.10344204306602478,0.18975275930236368,0.18644901671830347,0.18771347754141865,0.17589985097155852,0.168651,"[0.10344204306602478, 0.18975275930236368, 0.18644901671830347, 0.18771347754141865, 0.17589985097155852]",1,123.21,0.09907,95.0,7378.0
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| 23 |
+
opt6_residual_unsigned,opt6_sigma_delta.py,62febd8ddf82a115,5,1,--sd-mode residual --sd-signed 0,,2,False,32,16,100,22,0.8586292043051312,0.8643122676579925,0.6040242224028616,0.7462121212121212,0.8484848484848485,528274.5285633485,2.887788772583008,64.6,2026-08-21T12:55:51.876840+00:00,0.10138786934754428,0.1844791410600438,0.1835388497394674,0.18719115590347962,0.17136797396575704,0.165593,"[0.10138786934754428, 0.1844791410600438, 0.1835388497394674, 0.18719115590347962, 0.17136797396575704]",,,,,
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| 24 |
+
opt6_residual_unsigned,opt6_sigma_delta.py,62febd8ddf82a115,5,1,--sd-mode residual --sd-signed 0,,2,False,32,16,100,23,0.8420249538350726,0.8550185873605948,0.5310275663029064,0.7916666666666666,0.8484848484848485,516966.1958427602,2.8952951431274414,67.5,2026-08-21T12:55:54.797136+00:00,0.10029102774227366,0.17940673056770773,0.17743946436573477,0.18347831333384795,0.17094709680360906,0.162313,"[0.10029102774227366, 0.17940673056770773, 0.17743946436573477, 0.18347831333384795, 0.17094709680360906]",1,126.12,0.10143,97.0,7378.0
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| 25 |
+
opt6_residual_unsigned,opt6_sigma_delta.py,62febd8ddf82a115,5,1,--sd-mode residual --sd-signed 0,,2,False,32,16,100,24,0.7941040483106024,0.8847583643122676,0.656037019960808,0.7727272727272727,0.8484848484848485,513658.66275452496,2.9000139236450195,70.4,2026-08-21T12:55:57.724933+00:00,0.09884374238112394,0.18075062422191396,0.17563977574600892,0.17800815315807567,0.16832911004038417,0.160314,"[0.09884374238112394, 0.18075062422191396, 0.17563977574600892, 0.17800815315807567, 0.16832911004038417]",1,147.22,0.11859,97.5,7378.0
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| 26 |
+
opt6_residual_unsigned,opt6_sigma_delta.py,62febd8ddf82a115,5,1,--sd-mode residual --sd-signed 0,,2,False,32,16,100,25,0.826039727514118,0.8698884758364313,0.7260780208038561,0.7424242424242424,0.8484848484848485,508190.72327488684,2.8940703868865967,73.3,2026-08-21T12:56:00.646200+00:00,0.09778255048920126,0.17945637159487782,0.17304801152032964,0.17435786128044128,0.1626308840863845,0.157455,"[0.09778255048920126, 0.17945637159487782, 0.17304801152032964, 0.17435786128044128, 0.1626308840863845]",,,,,
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| 27 |
+
opt6_residual_unsigned,opt6_sigma_delta.py,62febd8ddf82a115,5,1,--sd-mode residual --sd-signed 0,,2,False,32,16,100,26,0.8081012775906843,0.8847583643122676,0.4633596214381131,0.8106060606060606,0.8484848484848485,520294.17604638013,2.8966636657714844,76.2,2026-08-21T12:56:03.569836+00:00,0.10058221001835431,0.18296348785652833,0.17700167701524847,0.17779895750915303,0.1662190819487852,0.160913,"[0.10058221001835431, 0.18296348785652833, 0.17700167701524847, 0.17779895750915303, 0.1662190819487852]",1,143.51,0.11547,96.0,7378.0
|
| 28 |
+
opt6_residual_unsigned,opt6_sigma_delta.py,62febd8ddf82a115,5,1,--sd-mode residual --sd-signed 0,,2,False,32,16,100,27,0.787417202633996,0.895910780669145,0.6365856799212369,0.7916666666666666,0.8484848484848485,503624.67265271494,2.9018406867980957,79.1,2026-08-21T12:56:06.498085+00:00,0.09769376761773053,0.17748255326467402,0.16986134998938618,0.16986534875981948,0.15651055644540227,0.154283,"[0.09769376761773053, 0.17748255326467402, 0.16986134998938618, 0.16986534875981948, 0.15651055644540227]",,,,,
|
| 29 |
+
opt6_residual_unsigned,opt6_sigma_delta.py,62febd8ddf82a115,5,1,--sd-mode residual --sd-signed 0,,2,False,32,16,100,28,0.8173251661669366,0.8884758364312267,0.6031602675264532,0.8106060606060606,0.8484848484848485,504074.99717194564,2.8980908393859863,82.0,2026-08-21T12:56:09.421819+00:00,0.09871796430910335,0.17526613088215098,0.17136320997686946,0.16873506149824927,0.15495985571075888,0.153808,"[0.09871796430910335, 0.17526613088215098, 0.17136320997686946, 0.16873506149824927, 0.15495985571075888]",2,60.74,0.0489,96.0,3689.0
|
| 30 |
+
opt6_residual_unsigned,opt6_sigma_delta.py,62febd8ddf82a115,5,1,--sd-mode residual --sd-signed 0,,2,False,32,16,100,29,0.7757579739652158,0.8903345724907064,0.4568578907937715,0.8446969696969697,0.8484848484848485,500292.49377828056,2.9003992080688477,84.9,2026-08-21T12:56:12.347704+00:00,0.09903903217876658,0.17319091365617864,0.1668965088970521,0.1690714543356615,0.15695741071420558,0.153031,"[0.09903903217876658, 0.17319091365617864, 0.1668965088970521, 0.1690714543356615, 0.15695741071420558]",,,,,
|
| 31 |
+
opt6_residual_unsigned,opt6_sigma_delta.py,62febd8ddf82a115,5,1,--sd-mode residual --sd-signed 0,,2,False,32,16,100,30,0.7303516931250192,0.912639405204461,0.5037294626235962,0.8106060606060606,0.8484848484848485,489424.6061934389,2.913923501968384,87.8,2026-08-21T12:56:15.288514+00:00,0.09639964559498955,0.17010903183151693,0.1635341276140774,0.16674303219598882,0.15313499815323772,0.149984,"[0.09639964559498955, 0.17010903183151693, 0.1635341276140774, 0.16674303219598882, 0.15313499815323772]",1,121.42,0.09828,96.0,7378.0
|
| 32 |
+
opt6_residual_unsigned,opt6_sigma_delta.py,62febd8ddf82a115,5,1,--sd-mode residual --sd-signed 0,,2,False,32,16,100,31,0.7794445057340714,0.895910780669145,0.4526272542548902,0.8446969696969697,0.8484848484848485,489938.2560803168,2.9195826053619385,90.7,2026-08-21T12:56:18.234668+00:00,0.09676756709814072,0.171640182242674,0.16045382180634668,0.1648565627196256,0.15302954964778004,0.14935,"[0.09676756709814072, 0.171640182242674, 0.16045382180634668, 0.1648565627196256, 0.15302954964778004]",1,113.42,0.09198,98.5,7378.0
|
| 33 |
+
opt6_residual_unsigned,opt6_sigma_delta.py,62febd8ddf82a115,5,1,--sd-mode residual --sd-signed 0,,2,False,32,16,100,32,0.7377657473752046,0.9237918215613383,0.5128299160437151,0.8068181818181818,0.8484848484848485,488362.5970022625,2.9187495708465576,93.7,2026-08-21T12:56:21.179375+00:00,0.09663704607416601,0.17074755535406225,0.16001482483218699,0.1639120885554482,0.1515643614179948,0.148575,"[0.09663704607416601, 0.17074755535406225, 0.16001482483218699, 0.1639120885554482, 0.1515643614179948]",,,,,
|
| 34 |
+
opt6_residual_unsigned,opt6_sigma_delta.py,62febd8ddf82a115,5,1,--sd-mode residual --sd-signed 0,,2,False,32,16,100,33,0.7378221719238395,0.9089219330855018,0.721002504681096,0.7613636363636364,0.8484848484848485,476766.315469457,2.917851448059082,96.6,2026-08-21T12:56:24.123845+00:00,0.09323137823273153,0.16736788960064158,0.15810737276778503,0.16435062972938314,0.1553336443269954,0.147678,"[0.09323137823273153, 0.16736788960064158, 0.15810737276778503, 0.16435062972938314, 0.1553336443269954]",1,124.36,0.1008,97.0,7378.0
|
| 35 |
+
opt6_residual_unsigned,opt6_sigma_delta.py,62febd8ddf82a115,5,1,--sd-mode residual --sd-signed 0,,2,False,32,16,100,34,0.711511873179652,0.9200743494423792,0.5207885034156569,0.8181818181818182,0.8484848484848485,479295.4708710407,2.912191390991211,99.5,2026-08-21T12:56:27.061826+00:00,0.09561462218270582,0.16658351088271423,0.15671369082787456,0.15794940380489125,0.14643766687196844,0.14466,"[0.09561462218270582, 0.16658351088271423, 0.15671369082787456, 0.15794940380489125, 0.14643766687196844]",,,,,
|
| 36 |
+
opt6_residual_unsigned,opt6_sigma_delta.py,62febd8ddf82a115,5,1,--sd-mode residual --sd-signed 0,,2,False,32,16,100,35,0.6818365142247934,0.949814126394052,0.47256233114184754,0.8371212121212122,0.8484848484848485,469388.8403563348,2.9119317531585693,102.4,2026-08-21T12:56:29.999552+00:00,0.09322607341934652,0.1629838540273554,0.1546532888622845,0.1576998365276,0.14525024329914765,0.142763,"[0.09322607341934652, 0.1629838540273554, 0.1546532888622845, 0.1576998365276, 0.14525024329914765]",1,129.59,0.10482,95.5,7378.0
|
| 37 |
+
opt6_residual_unsigned,opt6_sigma_delta.py,62febd8ddf82a115,5,1,--sd-mode residual --sd-signed 0,,2,False,32,16,100,36,0.7210224625346385,0.9330855018587361,0.5441131555672848,0.803030303030303,0.8484848484848485,471428.96054864256,2.912409543991089,105.3,2026-08-21T12:56:32.937636+00:00,0.0939290273715468,0.16304120684371276,0.15516239667640014,0.159498913323178,0.14565465292509863,0.143457,"[0.0939290273715468, 0.16304120684371276, 0.15516239667640014, 0.159498913323178, 0.14565465292509863]",,,,,
|
| 38 |
+
opt6_residual_unsigned,opt6_sigma_delta.py,62febd8ddf82a115,5,1,--sd-mode residual --sd-signed 0,,2,False,32,16,100,37,0.6784899223692799,0.9368029739776952,0.4420827193693681,0.8484848484848485,0.8484848484848485,465035.13404977374,2.91226863861084,108.2,2026-08-21T12:56:35.875453+00:00,0.09259911495096543,0.16024524061118856,0.15451857710585876,0.15713409641209772,0.1425200244959663,0.141403,"[0.09259911495096543, 0.16024524061118856, 0.15451857710585876, 0.15713409641209772, 0.1425200244959663]",1,149.4,0.12086,95.5,7378.0
|
| 39 |
+
opt6_residual_unsigned,opt6_sigma_delta.py,62febd8ddf82a115,5,1,--sd-mode residual --sd-signed 0,,2,False,32,16,100,38,0.6605775888081377,0.9628252788104089,0.4932340780893962,0.8257575757575758,0.8484848484848485,458012.92053167423,2.9139935970306396,111.1,2026-08-21T12:56:38.815589+00:00,0.08925463390700958,0.16028323068338282,0.1542473540586584,0.15780278076143825,0.14319489808643565,0.140957,"[0.08925463390700958, 0.16028323068338282, 0.1542473540586584, 0.15780278076143825, 0.14319489808643565]",1,109.12,0.08833,96.0,7378.0
|
| 40 |
+
opt6_residual_unsigned,opt6_sigma_delta.py,62febd8ddf82a115,5,1,--sd-mode residual --sd-signed 0,,2,False,32,16,100,39,0.6680151698314567,0.9535315985130112,0.533978951699806,0.8143939393939394,0.8484848484848485,459401.95206447964,2.9129064083099365,114.1,2026-08-21T12:56:41.755072+00:00,0.09068509980159647,0.15967347867348614,0.15275796196039984,0.15662235372206745,0.13896244851981893,0.13974,"[0.09068509980159647, 0.15967347867348614, 0.15275796196039984, 0.15662235372206745, 0.13896244851981893]",,,,,
|
| 41 |
+
opt6_residual_unsigned,opt6_sigma_delta.py,62febd8ddf82a115,5,1,--sd-mode residual --sd-signed 0,,2,False,32,16,100,40,0.6746641559228578,0.9386617100371747,0.49713635444641113,0.8409090909090909,0.8484848484848485,458921.01456447964,2.914121150970459,117.0,2026-08-21T12:56:44.695377+00:00,0.09045789434629328,0.16051061013165643,0.15137532090439515,0.15525502755361445,0.1415849406929577,0.139837,"[0.09045789434629328, 0.16051061013165643, 0.15137532090439515, 0.15525502755361445, 0.1415849406929577]",1,126.96,0.10277,96.5,7378.0
|
| 42 |
+
opt6_residual_unsigned,opt6_sigma_delta.py,62febd8ddf82a115,5,1,--sd-mode residual --sd-signed 0,,2,False,32,16,100,41,0.6582853116067369,0.9591078066914498,0.528652902805444,0.7992424242424242,0.8484848484848485,454476.9356617647,2.911360502243042,119.9,2026-08-21T12:56:47.632558+00:00,0.08925547450780869,0.1593266068135991,0.15056353369179895,0.15345037860028884,0.13916599049287684,0.138352,"[0.08925547450780869, 0.1593266068135991, 0.15056353369179895, 0.15345037860028884, 0.13916599049287684]",,,,,
|
| 43 |
+
opt6_residual_unsigned,opt6_sigma_delta.py,62febd8ddf82a115,5,1,--sd-mode residual --sd-signed 0,,2,False,32,16,100,42,0.6748410594064507,0.9442379182156134,0.5204646388689677,0.8143939393939394,0.8484848484848485,453766.86340497737,2.9173636436462402,122.8,2026-08-21T12:56:50.575435+00:00,0.08967634421937606,0.15837794980582068,0.15000084305510802,0.15125812414814443,0.1374323744984234,0.137349,"[0.08967634421937606, 0.15837794980582068, 0.15000084305510802, 0.15125812414814443, 0.1374323744984234]",1,124.48,0.10088,97.0,7378.0
|
| 44 |
+
opt6_residual_unsigned,opt6_sigma_delta.py,62febd8ddf82a115,5,1,--sd-mode residual --sd-signed 0,,2,False,32,16,100,43,0.6431062711215817,0.9628252788104089,0.600763449163148,0.7916666666666666,0.8484848484848485,451642.66416855203,2.915055513381958,125.7,2026-08-21T12:56:53.516650+00:00,0.08937629750546287,0.15861753681126764,0.1463124305009842,0.15237645366612604,0.14249230307691238,0.137835,"[0.08937629750546287, 0.15861753681126764, 0.1463124305009842, 0.15237645366612604, 0.14249230307691238]",1,146.31,0.11847,99.0,7378.0
|
| 45 |
+
opt6_residual_unsigned,opt6_sigma_delta.py,62febd8ddf82a115,5,1,--sd-mode residual --sd-signed 0,,2,False,32,16,100,44,0.6687325620296719,0.9572490706319703,0.38002684802720044,0.875,0.875,444187.61552601814,2.913785696029663,128.6,2026-08-21T12:56:56.456064+00:00,0.08796018142910565,0.15548442654749928,0.14401968875352075,0.15261833720347462,0.1387721449136734,0.135771,"[0.08796018142910565, 0.15548442654749928, 0.14401968875352075, 0.15261833720347462, 0.1387721449136734]",,,,,
|
| 46 |
+
opt6_residual_unsigned,opt6_sigma_delta.py,62febd8ddf82a115,5,1,--sd-mode residual --sd-signed 0,,2,False,32,16,100,45,0.6431919619939584,0.9684014869888475,0.5840678413709005,0.8143939393939394,0.875,440408.4140271493,2.906867504119873,131.5,2026-08-21T12:56:59.395346+00:00,0.08727875921656103,0.15336821096784928,0.143556271405781,0.15344133885467753,0.13936533910386703,0.135402,"[0.08727875921656103, 0.15336821096784928, 0.143556271405781, 0.15344133885467753, 0.13936533910386703]",1,127.68,0.1031,96.0,7378.0
|
| 47 |
+
opt6_residual_unsigned,opt6_sigma_delta.py,62febd8ddf82a115,5,1,--sd-mode residual --sd-signed 0,,2,False,32,16,100,46,0.6420657705640261,0.9684014869888475,0.4701867573189013,0.8409090909090909,0.875,435435.0909219457,2.915384292602539,134.4,2026-08-21T12:57:02.336507+00:00,0.08635975639609729,0.1525271911831463,0.14104710431659923,0.1469939955893685,0.13886787435587714,0.133159,"[0.08635975639609729, 0.1525271911831463, 0.14104710431659923, 0.1469939955893685, 0.13886787435587714]",,,,,
|
| 48 |
+
opt6_residual_unsigned,opt6_sigma_delta.py,62febd8ddf82a115,5,1,--sd-mode residual --sd-signed 0,,2,False,32,16,100,47,0.6179465374538889,0.9814126394052045,0.4240337357376561,0.8560606060606061,0.875,439632.39522058825,2.9081075191497803,137.4,2026-08-21T12:57:05.270466+00:00,0.08703006935470245,0.1544970484340892,0.14244959547239192,0.14708063181708841,0.13640503059415257,0.133492,"[0.08703006935470245, 0.1544970484340892, 0.14244959547239192, 0.14708063181708841, 0.13640503059415257]",1,145.97,0.11792,96.5,7378.0
|
| 49 |
+
opt6_residual_unsigned,opt6_sigma_delta.py,62febd8ddf82a115,5,1,--sd-mode residual --sd-signed 0,,2,False,32,16,100,48,0.6111811656491021,0.983271375464684,0.41159677144252893,0.8560606060606061,0.875,433441.16826923075,2.92250919342041,140.3,2026-08-21T12:57:08.219347+00:00,0.08570022135972977,0.15185529607183793,0.1415159509462469,0.14601760927368612,0.13601182313526378,0.13222,"[0.08570022135972977, 0.15185529607183793, 0.1415159509462469, 0.14601760927368612, 0.13601182313526378]",1,139.23,0.11303,96.0,7378.0
|
| 50 |
+
opt6_residual_unsigned,opt6_sigma_delta.py,62febd8ddf82a115,5,1,--sd-mode residual --sd-signed 0,,2,False,32,16,100,49,0.6182845341228641,0.9776951672862454,0.4304732490669597,0.8484848484848485,0.875,428685.92236990953,2.912144660949707,143.2,2026-08-21T12:57:11.156821+00:00,0.08496399399112253,0.1505699560922735,0.13880393084357767,0.1428178145604975,0.13334503857528462,0.1301,"[0.08496399399112253, 0.1505699560922735, 0.13880393084357767, 0.1428178145604975, 0.13334503857528462]",,,,,
|
| 51 |
+
opt6_residual_unsigned,opt6_sigma_delta.py,62febd8ddf82a115,5,1,--sd-mode residual --sd-signed 0,,2,False,32,16,100,50,0.609488338785987,0.9739776951672863,0.44883365522731433,0.8598484848484849,0.875,429708.4078054299,2.907050132751465,146.1,2026-08-21T12:57:14.091640+00:00,0.08499177238520454,0.15153982183512518,0.1385706207331489,0.14337330530671513,0.1330108642578125,0.130297,"[0.08499177238520454, 0.15153982183512518, 0.1385706207331489, 0.14337330530671513, 0.1330108642578125]",1,108.19,0.08736,99.0,7378.0
|
| 52 |
+
opt6_residual_unsigned,opt6_sigma_delta.py,62febd8ddf82a115,5,1,--sd-mode residual --sd-signed 0,,2,False,32,16,100,51,0.5959449862458892,0.9869888475836431,0.3927723295760877,0.8484848484848485,0.875,431529.91982466064,2.9078407287597656,149.0,2026-08-21T12:57:17.028725+00:00,0.08535759150981903,0.15224775408997254,0.13867752604624806,0.14527514752219706,0.13384992497808793,0.131082,"[0.08535759150981903, 0.15224775408997254, 0.13867752604624806, 0.14527514752219706, 0.13384992497808793]",,,,,
|
| 53 |
+
opt6_residual_unsigned,opt6_sigma_delta.py,62febd8ddf82a115,5,1,--sd-mode residual --sd-signed 0,,2,False,32,16,100,52,0.60215662181599,0.9795539033457249,0.5278582735495134,0.8295454545454546,0.875,427197.67816742085,2.91949200630188,151.9,2026-08-21T12:57:19.974416+00:00,0.08521657524739995,0.14895533551188075,0.13769403012359843,0.1447269171476364,0.13422587163308086,0.130164,"[0.08521657524739995, 0.14895533551188075, 0.13769403012359843, 0.1447269171476364, 0.13422587163308086]",2,56.5,0.04582,96.0,3689.0
|
| 54 |
+
opt6_residual_unsigned,opt6_sigma_delta.py,62febd8ddf82a115,5,1,--sd-mode residual --sd-signed 0,,2,False,32,16,100,53,0.6055684843027902,0.9814126394052045,0.4922613844727025,0.8522727272727273,0.875,421446.57211538457,2.9008402824401855,154.8,2026-08-21T12:57:22.901478+00:00,0.083293435328147,0.1480096780201968,0.13679814075722413,0.14285374126013586,0.13296046239488266,0.128783,"[0.083293435328147, 0.1480096780201968, 0.13679814075722413, 0.14285374126013586, 0.13296046239488266]",,,,,
|
| 55 |
+
opt6_residual_unsigned,opt6_sigma_delta.py,62febd8ddf82a115,5,1,--sd-mode residual --sd-signed 0,,2,False,32,16,100,54,0.60482858060461,0.9814126394052045,0.5523390751896482,0.8181818181818182,0.875,421832.5591063348,2.902195453643799,157.7,2026-08-21T12:57:25.830399+00:00,0.0828374387586818,0.14919759157825918,0.13704265040509842,0.14282972584752476,0.12950576228253982,0.128283,"[0.0828374387586818, 0.14919759157825918, 0.13704265040509842, 0.14282972584752476, 0.12950576228253982]",1,131.91,0.10634,97.0,7378.0
|
| 56 |
+
opt6_residual_unsigned,opt6_sigma_delta.py,62febd8ddf82a115,5,1,--sd-mode residual --sd-signed 0,,2,False,32,16,100,55,0.612561071229247,0.9814126394052045,0.4833351662664702,0.8409090909090909,0.875,427064.4442873303,2.905217409133911,160.6,2026-08-21T12:57:28.762037+00:00,0.08507915147963692,0.1497740131967208,0.13672469731639414,0.14359145567697637,0.12874135550330668,0.128782,"[0.08507915147963692, 0.1497740131967208, 0.13672469731639414, 0.14359145567697637, 0.12874135550330668]",,,,,
|
| 57 |
+
opt6_residual_unsigned,opt6_sigma_delta.py,62febd8ddf82a115,5,1,--sd-mode residual --sd-signed 0,,2,False,32,16,100,56,0.6069167174371202,0.9869888475836431,0.35861622564720386,0.9053030303030303,0.9053030303030303,425498.0418552036,2.919004201889038,163.6,2026-08-21T12:57:31.706714+00:00,0.08541940634741503,0.14919605675865621,0.13407195490949295,0.14156116369892568,0.12674897865337484,0.1274,"[0.08541940634741503, 0.14919605675865621, 0.13407195490949295, 0.14156116369892568, 0.12674897865337484]",1,139.76,0.11332,96.0,7378.0
|
| 58 |
+
opt6_residual_unsigned,opt6_sigma_delta.py,62febd8ddf82a115,5,1,--sd-mode residual --sd-signed 0,,2,False,32,16,100,57,0.5946086193105988,0.983271375464684,0.3980623014045484,0.8674242424242424,0.9053030303030303,422837.53973416286,2.9089999198913574,166.5,2026-08-21T12:57:34.647423+00:00,0.08465495223508161,0.14800819666946635,0.1345524647656609,0.14102791600367603,0.12749600322807536,0.127148,"[0.08465495223508161, 0.14800819666946635, 0.1345524647656609, 0.14102791600367603, 0.12749600322807536]",1,128.08,0.1035,95.0,7378.0
|
| 59 |
+
opt6_residual_unsigned,opt6_sigma_delta.py,62febd8ddf82a115,5,1,--sd-mode residual --sd-signed 0,,2,False,32,16,100,58,0.595205327170489,0.983271375464684,0.4679707270680052,0.8446969696969697,0.9053030303030303,421335.5004242081,2.9162614345550537,169.4,2026-08-21T12:57:37.589615+00:00,0.08460411648539935,0.14740936984034145,0.13318624040659735,0.14074334852835713,0.12584650078240564,0.126358,"[0.08460411648539935, 0.14740936984034145, 0.13318624040659735, 0.14074334852835713, 0.12584650078240564]",,,,,
|
| 60 |
+
opt6_residual_unsigned,opt6_sigma_delta.py,62febd8ddf82a115,5,1,--sd-mode residual --sd-signed 0,,2,False,32,16,100,59,0.5879848366776363,0.9925650557620818,0.49066069270625257,0.8560606060606061,0.9053030303030303,418239.0014140272,2.9142215251922607,172.3,2026-08-21T12:57:40.530052+00:00,0.08340289969654645,0.1469592092668309,0.13308779982959523,0.14027638558079214,0.12668431857052972,0.126082,"[0.08340289969654645, 0.1469592092668309, 0.13308779982959523, 0.14027638558079214, 0.12668431857052972]",1,144.95,0.11734,95.0,7378.0
|
| 61 |
+
opt6_residual_unsigned,opt6_sigma_delta.py,62febd8ddf82a115,5,1,--sd-mode residual --sd-signed 0,,2,False,32,16,100,60,0.5929958160038774,0.9851301115241635,0.4907385002483021,0.8257575757575758,0.9053030303030303,418692.5666006787,2.903465509414673,175.2,2026-08-21T12:57:43.459311+00:00,0.08353185828994303,0.14682492000215194,0.13384071693700902,0.13971124238827648,0.12713736996931188,0.126209,"[0.08353185828994303, 0.14682492000215194, 0.13384071693700902, 0.13971124238827648, 0.12713736996931188]",,,,,
|
| 62 |
+
opt6_residual_unsigned,opt6_sigma_delta.py,62febd8ddf82a115,5,1,--sd-mode residual --sd-signed 0,,2,False,32,16,100,61,0.5821188745888636,0.9925650557620818,0.3994934287938205,0.8712121212121212,0.9053030303030303,417359.16487556556,2.9095757007598877,178.1,2026-08-21T12:57:46.394280+00:00,0.08262628798975664,0.1467195451259613,0.13499208846512964,0.14034652972922607,0.12580198400160847,0.126097,"[0.08262628798975664, 0.1467195451259613, 0.13499208846512964, 0.14034652972922607, 0.12580198400160847]",1,127.5,0.10305,97.0,7378.0
|
| 63 |
+
opt6_residual_unsigned,opt6_sigma_delta.py,62febd8ddf82a115,5,1,--sd-mode residual --sd-signed 0,,2,False,32,16,100,62,0.5981594089238617,0.9814126394052045,0.4221871152068629,0.875,0.9053030303030303,417457.58017533936,2.902484893798828,181.0,2026-08-21T12:57:49.330923+00:00,0.08323043935439166,0.14633432293639465,0.1340930453118156,0.13811912168474758,0.12560536317965565,0.125476,"[0.08323043935439166, 0.14633432293639465, 0.1340930453118156, 0.13811912168474758, 0.12560536317965565]",1,161.91,0.13054,99.0,7378.0
|
| 64 |
+
opt6_residual_unsigned,opt6_sigma_delta.py,62febd8ddf82a115,5,1,--sd-mode residual --sd-signed 0,,2,False,32,16,100,63,0.579515157135889,0.9925650557620818,0.4168471504341472,0.8712121212121212,0.9053030303030303,418917.58116515836,2.9173309803009033,183.9,2026-08-21T12:57:52.274410+00:00,0.08427567429402295,0.14583961315014782,0.13418291070882013,0.13628372988280127,0.12331169449231204,0.124779,"[0.08427567429402295, 0.14583961315014782, 0.13418291070882013, 0.13628372988280127, 0.12331169449231204]",,,,,
|
| 65 |
+
opt6_residual_unsigned,opt6_sigma_delta.py,62febd8ddf82a115,5,1,--sd-mode residual --sd-signed 0,,2,False,32,16,100,64,0.5730186277605787,0.9944237918215614,0.4312815043059262,0.8636363636363636,0.9053030303030303,414132.45347850677,2.9143879413604736,186.8,2026-08-21T12:57:55.214475+00:00,0.08257041301797419,0.14456391334533691,0.13402547468157375,0.13789174398955176,0.12326067072503707,0.124462,"[0.08257041301797419, 0.14456391334533691, 0.13402547468157375, 0.13789174398955176, 0.12326067072503707]",1,125.92,0.10194,97.0,7378.0
|
| 66 |
+
opt6_residual_unsigned,opt6_sigma_delta.py,62febd8ddf82a115,5,1,--sd-mode residual --sd-signed 0,,2,False,32,16,100,65,0.5693019889987534,0.9944237918215614,0.40177871241714014,0.8560606060606061,0.9053030303030303,412168.8331447964,2.9072682857513428,189.7,2026-08-21T12:57:58.148553+00:00,0.0820116194732049,0.1442209087750491,0.13342010974884033,0.1371632341076346,0.12100397532477099,0.123564,"[0.0820116194732049, 0.1442209087750491, 0.13342010974884033, 0.1371632341076346, 0.12100397532477099]",,,,,
|
| 67 |
+
opt6_residual_unsigned,opt6_sigma_delta.py,62febd8ddf82a115,5,1,--sd-mode residual --sd-signed 0,,2,False,32,16,100,66,0.5704963648186298,0.9981412639405205,0.38339870445656055,0.8636363636363636,0.9053030303030303,412550.7123868778,2.9048380851745605,192.7,2026-08-21T12:58:01.078529+00:00,0.08254880326635697,0.14398492872714996,0.13291516023523667,0.13551320223247304,0.11915484859662898,0.122823,"[0.08254880326635697, 0.14398492872714996, 0.13291516023523667, 0.13551320223247304, 0.11915484859662898]",1,130.81,0.10555,95.0,7378.0
|
| 68 |
+
opt6_residual_unsigned,opt6_sigma_delta.py,62febd8ddf82a115,5,1,--sd-mode residual --sd-signed 0,,2,False,32,16,100,67,0.5692881390064622,0.9944237918215614,0.3971115034638029,0.8712121212121212,0.9053030303030303,411012.30104638013,2.9127330780029297,195.6,2026-08-21T12:58:04.017279+00:00,0.08207584128660314,0.14396090191953323,0.13171236129368052,0.1362995873479282,0.12008383957778707,0.122827,"[0.08207584128660314, 0.14396090191953323, 0.13171236129368052, 0.1362995873479282, 0.12008383957778707]",1,147.99,0.11974,96.0,7378.0
|
| 69 |
+
opt6_residual_unsigned,opt6_sigma_delta.py,62febd8ddf82a115,5,1,--sd-mode residual --sd-signed 0,,2,False,32,16,100,68,0.5711950730657046,0.9962825278810409,0.4140267643061551,0.8712121212121212,0.9053030303030303,408976.4041289593,2.9160947799682617,198.5,2026-08-21T12:58:06.960616+00:00,0.08168062699191711,0.14333270402515635,0.13065211299587698,0.13633940500371597,0.12014841288328171,0.122431,"[0.08168062699191711, 0.14333270402515635, 0.13065211299587698, 0.13633940500371597, 0.12014841288328171]",,,,,
|
| 70 |
+
opt6_residual_unsigned,opt6_sigma_delta.py,62febd8ddf82a115,5,1,--sd-mode residual --sd-signed 0,,2,False,32,16,100,69,0.5638094608668501,0.9981412639405205,0.41787130001819495,0.8674242424242424,0.9053030303030303,409254.5998303168,2.91162371635437,201.4,2026-08-21T12:58:09.897370+00:00,0.08209624579724144,0.1429502324146383,0.1302895747563418,0.1364113723530489,0.1188245406922172,0.122114,"[0.08209624579724144, 0.1429502324146383, 0.1302895747563418, 0.1364113723530489, 0.1188245406922172]",1,110.75,0.08957,98.5,7378.0
|
| 71 |
+
opt6_residual_unsigned,opt6_sigma_delta.py,62febd8ddf82a115,5,1,--sd-mode residual --sd-signed 0,,2,False,32,16,100,70,0.5658595934233258,0.9907063197026023,0.42363895791949646,0.8598484848484849,0.9053030303030303,410970.3168834842,2.9114787578582764,204.3,2026-08-21T12:58:12.834857+00:00,0.0827726844479056,0.14320535870159373,0.13036398677264943,0.13635744066799388,0.11857437561540042,0.122255,"[0.0827726844479056, 0.14320535870159373, 0.13036398677264943, 0.13635744066799388, 0.11857437561540042]",,,,,
|
| 72 |
+
opt6_residual_unsigned,opt6_sigma_delta.py,62febd8ddf82a115,5,1,--sd-mode residual --sd-signed 0,,2,False,32,16,100,71,0.5684834104931488,0.9962825278810409,0.40310164112033264,0.8674242424242424,0.9053030303030303,406866.45065045246,2.917880058288574,207.2,2026-08-21T12:58:15.778575+00:00,0.0814554099650944,0.1424131682690452,0.129690986345796,0.13516026822959676,0.11833952191997976,0.121412,"[0.0814554099650944, 0.1424131682690452, 0.129690986345796, 0.13516026822959676, 0.11833952191997976]",1,125.39,0.10163,97.0,7378.0
|
| 73 |
+
opt6_residual_unsigned,opt6_sigma_delta.py,62febd8ddf82a115,5,1,--sd-mode residual --sd-signed 0,,2,False,32,16,100,72,0.5604118664911688,0.9981412639405205,0.42505185893087677,0.875,0.9053030303030303,407549.4653563348,2.916934013366699,210.1,2026-08-21T12:58:18.721477+00:00,0.0819192309589947,0.1421452786992578,0.12968462705612183,0.1351751132923014,0.1174649030846708,0.121278,"[0.0819192309589947, 0.1421452786992578, 0.12968462705612183, 0.1351751132923014, 0.1174649030846708]",,,,,
|
| 74 |
+
opt6_residual_unsigned,opt6_sigma_delta.py,62febd8ddf82a115,5,1,--sd-mode residual --sd-signed 0,,2,False,32,16,100,73,0.5573948714812892,0.9981412639405205,0.39865487362399243,0.875,0.9053030303030303,407996.5731052036,2.913684844970703,213.1,2026-08-21T12:58:21.662084+00:00,0.08201861074742149,0.14269545937285705,0.12940270497518427,0.13382092381224914,0.11594639455570895,0.120777,"[0.08201861074742149, 0.14269545937285705, 0.12940270497518427, 0.13382092381224914, 0.11594639455570895]",1,118.21,0.09567,96.0,7378.0
|
| 75 |
+
opt6_residual_unsigned,opt6_sigma_delta.py,62febd8ddf82a115,5,1,--sd-mode residual --sd-signed 0,,2,False,32,16,100,74,0.561469178439073,0.9962825278810409,0.4355432625972863,0.8674242424242424,0.9053030303030303,405277.63546380086,2.9038383960723877,216.0,2026-08-21T12:58:24.594497+00:00,0.08093167709953644,0.14245657973429737,0.12902930904837215,0.1338169110171935,0.11693638606983073,0.120634,"[0.08093167709953644, 0.14245657973429737, 0.12902930904837215, 0.1338169110171935, 0.11693638606983073]",1,123.86,0.09991,90.5,7378.0
|
| 76 |
+
opt6_residual_unsigned,opt6_sigma_delta.py,62febd8ddf82a115,5,1,--sd-mode residual --sd-signed 0,,2,False,32,16,100,75,0.559831563868044,0.9981412639405205,0.39532742897669476,0.8674242424242424,0.9053030303030303,404982.2195984163,2.9219179153442383,218.9,2026-08-21T12:58:27.543036+00:00,0.08082358100835015,0.14269272983074188,0.12815163065405452,0.13480479138738968,0.11874094517791972,0.121043,"[0.08082358100835015, 0.14269272983074188, 0.12815163065405452, 0.13480479138738968, 0.11874094517791972]",,,,,
|
| 77 |
+
opt6_residual_unsigned,opt6_sigma_delta.py,62febd8ddf82a115,5,1,--sd-mode residual --sd-signed 0,,2,False,32,16,100,76,0.5588105385188277,1.0,0.38562227740432276,0.8674242424242424,0.9053030303030303,404880.6606334842,2.9195523262023926,221.8,2026-08-21T12:58:30.488545+00:00,0.08122143237029805,0.1419747936375001,0.1280515071223764,0.13389625619439519,0.11719889237600215,0.120469,"[0.08122143237029805, 0.1419747936375001, 0.1280515071223764, 0.13389625619439519, 0.11719889237600215]",1,130.86,0.10613,96.5,7378.0
|
| 78 |
+
opt6_residual_unsigned,opt6_sigma_delta.py,62febd8ddf82a115,5,1,--sd-mode residual --sd-signed 0,,2,False,32,16,100,77,0.5574846245542335,0.9981412639405205,0.43163799065532105,0.8522727272727273,0.9053030303030303,403907.39606900455,2.9161376953125,224.7,2026-08-21T12:58:33.431837+00:00,0.08134187232045566,0.14090019990416133,0.12777266081641703,0.13436190959285288,0.11559671952443965,0.119995,"[0.08134187232045566, 0.14090019990416133, 0.12777266081641703, 0.13436190959285288, 0.11559671952443965]",,,,,
|
| 79 |
+
opt6_residual_unsigned,opt6_sigma_delta.py,62febd8ddf82a115,5,1,--sd-mode residual --sd-signed 0,,2,False,32,16,100,78,0.5681305600808012,0.9944237918215614,0.42979131864778924,0.8560606060606061,0.9053030303030303,404921.42251131224,2.9213175773620605,227.6,2026-08-21T12:58:36.378229+00:00,0.08142174298272413,0.14188856500036576,0.12744171654476838,0.13412336040945613,0.11737193473998238,0.120449,"[0.08142174298272413, 0.14188856500036576, 0.12744171654476838, 0.13412336040945613, 0.11737193473998238]",1,136.55,0.11081,97.0,7378.0
|
| 80 |
+
opt6_residual_unsigned,opt6_sigma_delta.py,62febd8ddf82a115,5,1,--sd-mode residual --sd-signed 0,,2,False,32,16,100,79,0.5545886805952703,1.0,0.40758563713593915,0.8674242424242424,0.9053030303030303,404536.466770362,2.919501781463623,230.6,2026-08-21T12:58:39.335714+00:00,0.08159521090633728,0.1411263670991449,0.12742778308251324,0.13463786595007954,0.11621858442530912,0.120201,"[0.08159521090633728, 0.1411263670991449, 0.12742778308251324, 0.13463786595007954, 0.11621858442530912]",,,,,
|
| 81 |
+
opt6_residual_unsigned,opt6_sigma_delta.py,62febd8ddf82a115,5,1,--sd-mode residual --sd-signed 0,,2,False,32,16,100,80,0.5586887487248418,1.0,0.4311138355370724,0.8484848484848485,0.9053030303030303,406062.29326923075,2.912050724029541,233.5,2026-08-21T12:58:42.276346+00:00,0.08182289539014592,0.14203651687678168,0.1278324718861019,0.13379904978415547,0.11526832773404963,0.120152,"[0.08182289539014592, 0.14203651687678168, 0.1278324718861019, 0.13379904978415547, 0.11526832773404963]",1,135.82,0.10987,97.0,7378.0
|
| 82 |
+
opt6_residual_unsigned,opt6_sigma_delta.py,62febd8ddf82a115,5,1,--sd-mode residual --sd-signed 0,,2,False,32,16,100,81,0.554104019274942,1.0,0.38529453765262256,0.8636363636363636,0.9053030303030303,402512.7577771493,2.9142730236053467,236.4,2026-08-21T12:58:45.216728+00:00,0.08036190534339231,0.1419538355925504,0.12702984406667597,0.13385502818752737,0.11707376688718796,0.120055,"[0.08036190534339231, 0.1419538355925504, 0.12702984406667597, 0.13385502818752737, 0.11707376688718796]",1,110.29,0.08928,99.0,7378.0
|
| 83 |
+
opt6_residual_unsigned,opt6_sigma_delta.py,62febd8ddf82a115,5,1,--sd-mode residual --sd-signed 0,,2,False,32,16,100,82,0.5522761293946589,1.0,0.40354159654993,0.8598484848484849,0.9053030303030303,404308.7111142534,2.912585496902466,239.3,2026-08-21T12:58:48.155995+00:00,0.08111062952700783,0.1417228763594347,0.1277564921799828,0.13451061529271743,0.11719499177792493,0.120459,"[0.08111062952700783, 0.1417228763594347, 0.1277564921799828, 0.13451061529271743, 0.11719499177792493]",,,,,
|
| 84 |
+
opt6_residual_unsigned,opt6_sigma_delta.py,62febd8ddf82a115,5,1,--sd-mode residual --sd-signed 0,,2,False,32,16,100,83,0.5545873263068358,1.0,0.4136247725197763,0.8522727272727273,0.9053030303030303,402786.2819570136,2.9159083366394043,242.2,2026-08-21T12:58:51.098370+00:00,0.08078918737523696,0.14123235818217783,0.12717823333599987,0.13427560732645147,0.11714441679856356,0.120124,"[0.08078918737523696, 0.14123235818217783, 0.12717823333599987, 0.13427560732645147, 0.11714441679856356]",1,134.76,0.10915,96.0,7378.0
|
| 85 |
+
opt6_residual_unsigned,opt6_sigma_delta.py,62febd8ddf82a115,5,1,--sd-mode residual --sd-signed 0,,2,False,32,16,100,84,0.5531375479077761,1.0,0.4392828887159174,0.8409090909090909,0.9053030303030303,404330.8201357466,2.908562660217285,245.1,2026-08-21T12:58:54.034215+00:00,0.08150652313933653,0.14105192703359268,0.12771781402475693,0.13390775550814235,0.11651140144642662,0.120139,"[0.08150652313933653, 0.14105192703359268, 0.12771781402475693, 0.13390775550814235, 0.11651140144642662]",,,,,
|
| 86 |
+
opt6_residual_unsigned,opt6_sigma_delta.py,62febd8ddf82a115,5,1,--sd-mode residual --sd-signed 0,,2,False,32,16,100,85,0.5512157532362246,1.0,0.4277651689269326,0.8598484848484849,0.9053030303030303,403142.36425339367,2.9174516201019287,248.0,2026-08-21T12:58:56.978265+00:00,0.08103201845112969,0.1413537719670464,0.1268364979940302,0.13347738455323613,0.11762032175765318,0.120064,"[0.08103201845112969, 0.1413537719670464, 0.1268364979940302, 0.13347738455323613, 0.11762032175765318]",1,135.26,0.10962,95.5,7378.0
|
| 87 |
+
opt6_residual_unsigned,opt6_sigma_delta.py,62febd8ddf82a115,5,1,--sd-mode residual --sd-signed 0,,2,False,32,16,100,86,0.5547831652332859,1.0,0.4048994002920209,0.8712121212121212,0.9053030303030303,402691.8069852941,2.9108757972717285,250.9,2026-08-21T12:58:59.915050+00:00,0.08095020888482823,0.14115673829527461,0.12657360294285944,0.13405836505048416,0.11629292807158302,0.119806,"[0.08095020888482823, 0.14115673829527461, 0.12657360294285944, 0.13405836505048416, 0.11629292807158302]",,,,,
|
| 88 |
+
opt6_residual_unsigned,opt6_sigma_delta.py,62febd8ddf82a115,5,1,--sd-mode residual --sd-signed 0,,2,False,32,16,100,87,0.5516020972489424,1.0,0.415017357378295,0.8560606060606061,0.9053030303030303,406812.63334276015,2.9172675609588623,253.9,2026-08-21T12:59:02.858376+00:00,0.08247751304331948,0.14158523959272049,0.12729942009729497,0.13474910224185271,0.11606413213645711,0.120435,"[0.08247751304331948, 0.14158523959272049, 0.12729942009729497, 0.13474910224185271, 0.11606413213645711]",1,127.14,0.10303,96.0,7378.0
|
| 89 |
+
opt6_residual_unsigned,opt6_sigma_delta.py,62febd8ddf82a115,5,1,--sd-mode residual --sd-signed 0,,2,False,32,16,100,88,0.5497442109434135,1.0,0.4031510813669725,0.8522727272727273,0.9053030303030303,404954.23034502263,2.9131064414978027,256.8,2026-08-21T12:59:05.797613+00:00,0.0817652528776842,0.14166108562665827,0.12669781288679907,0.1338245483005748,0.11513441625763388,0.119817,"[0.0817652528776842, 0.14166108562665827, 0.12669781288679907, 0.1338245483005748, 0.11513441625763388]",1,112.28,0.09086,97.0,7378.0
|
| 90 |
+
opt6_residual_unsigned,opt6_sigma_delta.py,62febd8ddf82a115,5,1,--sd-mode residual --sd-signed 0,,2,False,32,16,100,89,0.5500785754958937,1.0,0.39054083824157715,0.8598484848484849,0.9053030303030303,403092.996040724,2.914625644683838,259.7,2026-08-21T12:59:08.738625+00:00,0.08108681089737836,0.14139482729575215,0.12646920190137975,0.13346067333922668,0.11590277578900843,0.119663,"[0.08108681089737836, 0.14139482729575215, 0.12646920190137975, 0.13346067333922668, 0.11590277578900843]",,,,,
|
| 91 |
+
opt6_residual_unsigned,opt6_sigma_delta.py,62febd8ddf82a115,5,1,--sd-mode residual --sd-signed 0,,2,False,32,16,100,90,0.547030796348827,1.0,0.42338265162525757,0.8484848484848485,0.9053030303030303,402570.0617929864,2.914830207824707,262.6,2026-08-21T12:59:11.679599+00:00,0.0809431518701946,0.14104780905386982,0.12663680621806314,0.13392081243150375,0.1154316519113148,0.119596,"[0.0809431518701946, 0.14104780905386982, 0.12663680621806314, 0.13392081243150375, 0.1154316519113148]",1,129.5,0.10485,97.5,7378.0
|
| 92 |
+
opt6_residual_unsigned,opt6_sigma_delta.py,62febd8ddf82a115,5,1,--sd-mode residual --sd-signed 0,,2,False,32,16,100,91,0.5494033765172427,1.0,0.4077923352068121,0.8598484848484849,0.9053030303030303,401097.4563065611,2.9141244888305664,265.5,2026-08-21T12:59:14.620484+00:00,0.0805348714484888,0.14098719989552216,0.12580104961114771,0.13300505718764136,0.1159690929686322,0.119259,"[0.0805348714484888, 0.14098719989552216, 0.12580104961114771, 0.13300505718764136, 0.1159690929686322]",,,,,
|
| 93 |
+
opt6_residual_unsigned,opt6_sigma_delta.py,62febd8ddf82a115,5,1,--sd-mode residual --sd-signed 0,,2,False,32,16,100,92,0.5512105020448621,1.0,0.4292503595352173,0.8409090909090909,0.9053030303030303,402115.6172228507,2.914663791656494,268.4,2026-08-21T12:59:17.561401+00:00,0.08091942527714897,0.1410166305654189,0.12624610434560216,0.13273737272795508,0.11398196351878784,0.11898,"[0.08091942527714897, 0.1410166305654189, 0.12624610434560216, 0.13273737272795508, 0.11398196351878784]",1,137.84,0.1116,96.0,7378.0
|
| 94 |
+
opt6_residual_unsigned,opt6_sigma_delta.py,62febd8ddf82a115,5,1,--sd-mode residual --sd-signed 0,,2,False,32,16,100,93,0.5501739010491778,1.0,0.40775885907086457,0.8560606060606061,0.9053030303030303,403036.10732466064,2.912686586380005,271.3,2026-08-21T12:59:20.499835+00:00,0.08110274681273628,0.14133996297331416,0.12643571285640492,0.13340482378707214,0.1151050552725792,0.119478,"[0.08110274681273628, 0.14133996297331416, 0.12643571285640492, 0.13340482378707214, 0.1151050552725792]",1,140.86,0.11397,95.0,7378.0
|
| 95 |
+
opt6_residual_unsigned,opt6_sigma_delta.py,62febd8ddf82a115,5,1,--sd-mode residual --sd-signed 0,,2,False,32,16,100,94,0.5539603242200547,0.9962825278810409,0.40949107300151477,0.8560606060606061,0.9053030303030303,402368.83045814483,2.9144909381866455,274.3,2026-08-21T12:59:23.439810+00:00,0.08102848117842394,0.14084338528268478,0.12632148932008183,0.13389226881896749,0.11589048583717908,0.119595,"[0.08102848117842394, 0.14084338528268478, 0.12632148932008183, 0.13389226881896749, 0.11589048583717908]",,,,,
|
| 96 |
+
opt6_residual_unsigned,opt6_sigma_delta.py,62febd8ddf82a115,5,1,--sd-mode residual --sd-signed 0,,2,False,32,16,100,95,0.5518034463921444,1.0,0.415081470301657,0.8484848484848485,0.9053030303030303,402359.1797228507,2.91833233833313,277.2,2026-08-21T12:59:26.383944+00:00,0.08087202599819969,0.14129123880582697,0.1262217716259115,0.1331794568720986,0.11505271976484972,0.119323,"[0.08087202599819969, 0.14129123880582697, 0.1262217716259115, 0.1331794568720986, 0.11505271976484972]",1,139.08,0.11274,96.5,7378.0
|
| 97 |
+
opt6_residual_unsigned,opt6_sigma_delta.py,62febd8ddf82a115,5,1,--sd-mode residual --sd-signed 0,,2,False,32,16,100,96,0.5496403415406946,0.9981412639405205,0.40718889236450195,0.8484848484848485,0.9053030303030303,403704.17265271494,2.920039415359497,280.1,2026-08-21T12:59:29.342502+00:00,0.08144877807182424,0.14113792426445904,0.12664930653922699,0.1337166130542755,0.11534268847283195,0.119659,"[0.08144877807182424, 0.14113792426445904, 0.12664930653922699, 0.1337166130542755, 0.11534268847283195]",,,,,
|
| 98 |
+
opt6_residual_unsigned,opt6_sigma_delta.py,62febd8ddf82a115,5,1,--sd-mode residual --sd-signed 0,,2,False,32,16,100,97,0.5495013153685956,1.0,0.4157769770333261,0.8484848484848485,0.9053030303030303,402823.2478789593,2.9174141883850098,283.0,2026-08-21T12:59:32.288643+00:00,0.08107829181586995,0.141139079542721,0.12650803651879816,0.13346262802095973,0.11562214528813082,0.119562,"[0.08107829181586995, 0.141139079542721, 0.12650803651879816, 0.13346262802095973, 0.11562214528813082]",1,140.3,0.1137,97.0,7378.0
|
| 99 |
+
opt6_residual_unsigned,opt6_sigma_delta.py,62febd8ddf82a115,5,1,--sd-mode residual --sd-signed 0,,2,False,32,16,100,98,0.5509456526834282,0.9981412639405205,0.41258961684776074,0.8560606060606061,0.9053030303030303,403089.10223416286,2.9049746990203857,285.9,2026-08-21T12:59:35.220043+00:00,0.08102518100948895,0.14152975643382354,0.1264776661992073,0.13340582128833323,0.11446995112825842,0.119382,"[0.08102518100948895, 0.14152975643382354, 0.1264776661992073, 0.13340582128833323, 0.11446995112825842]",1,119.37,0.09632,96.0,7378.0
|
| 100 |
+
opt6_residual_unsigned,opt6_sigma_delta.py,62febd8ddf82a115,5,1,--sd-mode residual --sd-signed 0,,2,False,32,16,100,99,0.5524177575643178,0.9981412639405205,0.41368835803234216,0.8446969696969697,0.9053030303030303,403077.8376696832,2.918771505355835,288.8,2026-08-21T12:59:38.163774+00:00,0.08102902375599917,0.14133583710474126,0.1268010025515276,0.13348481497343848,0.11493657003430759,0.119517,"[0.08102902375599917, 0.14133583710474126, 0.1268010025515276, 0.13348481497343848, 0.11493657003430759]",,,,,
|
| 101 |
+
opt6_residual_unsigned,opt6_sigma_delta.py,62febd8ddf82a115,5,1,--sd-mode residual --sd-signed 0,,2,False,32,16,100,100,0.5488762317093775,1.0,0.4205019979765921,0.8522727272727273,0.9053030303030303,403055.5981334842,2.9158260822296143,291.8,2026-08-21T12:59:41.105742+00:00,0.08117987259345896,0.14104076781693628,0.1268078351722044,0.1333003876840367,0.11379720095325918,0.119225,"[0.08117987259345896, 0.14104076781693628, 0.1268078351722044, 0.1333003876840367, 0.11379720095325918]",1,109.55,0.08873,99.0,7378.0
|
opt6_sigma_delta/opt6_residual_unsigned.epochs.jsonl
ADDED
|
@@ -0,0 +1,100 @@
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| 1 |
+
{"epoch": 1, "train_loss": 3.0666228936064197, "train_acc": 0.40148698884758366, "test_loss": 4.447841413093336, "test_acc": 0.2159090909090909, "best_acc": 0.2159090909090909, "spike_rates": [0.12708491349921508, 0.22174514742458568, 0.24966681354186115, 0.26752592360272126, 0.2657931587275337], "spikes_per_sample": 667225.0466628959, "wall_time_s": 3.3740007877349854, "timestamp": "2026-08-21T12:54:50.001896+00:00"}
|
| 2 |
+
{"epoch": 2, "train_loss": 1.8648681667214433, "train_acc": 0.46654275092936803, "test_loss": 1.8913847099650989, "test_acc": 0.3409090909090909, "best_acc": 0.3409090909090909, "spike_rates": [0.12758749811088338, 0.24266266209237716, 0.25814611070296345, 0.2613014158080606, 0.26009677964098316], "spikes_per_sample": 693799.2822398191, "wall_time_s": 2.924818277359009, "timestamp": "2026-08-21T12:54:52.960290+00:00"}
|
| 3 |
+
{"epoch": 3, "train_loss": 1.6374174236808126, "train_acc": 0.5111524163568774, "test_loss": 1.199755112330119, "test_acc": 0.5075757575757576, "best_acc": 0.5075757575757576, "spike_rates": [0.12186109362279668, 0.2344335922423531, 0.2548801031182794, 0.2610052000073826, 0.257726004895042], "spikes_per_sample": 671390.7528280544, "wall_time_s": 2.914677619934082, "timestamp": "2026-08-21T12:54:55.906014+00:00"}
|
| 4 |
+
{"epoch": 4, "train_loss": 1.4008073150890024, "train_acc": 0.5817843866171004, "test_loss": 1.093247090325211, "test_acc": 0.5189393939393939, "best_acc": 0.5189393939393939, "spike_rates": [0.11924858566592722, 0.22945496264625997, 0.24332893070052652, 0.2515934127218583, 0.2491830850348753], "spikes_per_sample": 653331.1889140272, "wall_time_s": 2.9184377193450928, "timestamp": "2026-08-21T12:54:58.856403+00:00"}
|
| 5 |
+
{"epoch": 5, "train_loss": 1.3584367094429894, "train_acc": 0.6022304832713755, "test_loss": 1.1370024608843254, "test_acc": 0.5757575757575758, "best_acc": 0.5757575757575758, "spike_rates": [0.11933906770804349, 0.22313868561211755, 0.23474236183306751, 0.24006927451666663, 0.23862434923648834], "spikes_per_sample": 640798.5419966064, "wall_time_s": 2.9321250915527344, "timestamp": "2026-08-21T12:55:01.821257+00:00"}
|
| 6 |
+
{"epoch": 6, "train_loss": 1.2811042522409148, "train_acc": 0.6356877323420075, "test_loss": 0.9760866129037106, "test_acc": 0.5909090909090909, "best_acc": 0.5909090909090909, "spike_rates": [0.12141694084686391, 0.2240079825415331, 0.23425033513237448, 0.23250946139588075, 0.23360474232365103], "spikes_per_sample": 644775.5943156108, "wall_time_s": 2.943714141845703, "timestamp": "2026-08-21T12:55:04.796042+00:00"}
|
| 7 |
+
{"epoch": 7, "train_loss": 1.2685641648600978, "train_acc": 0.6245353159851301, "test_loss": 0.8255411368427854, "test_acc": 0.6022727272727273, "best_acc": 0.6022727272727273, "spike_rates": [0.12055812031030655, 0.2213549990864361, 0.2333221014808206, 0.2304199548328624, 0.2318543660290101], "spikes_per_sample": 639417.3539309956, "wall_time_s": 2.948662519454956, "timestamp": "2026-08-21T12:55:07.776122+00:00"}
|
| 8 |
+
{"epoch": 8, "train_loss": 1.1903016310199042, "train_acc": 0.6524163568773235, "test_loss": 0.8056368430455526, "test_acc": 0.6363636363636364, "best_acc": 0.6363636363636364, "spike_rates": [0.11357398506473093, 0.2183601637096966, 0.2274948419893489, 0.22698222626658046, 0.22347395910936244], "spikes_per_sample": 618054.2945418552, "wall_time_s": 2.950507402420044, "timestamp": "2026-08-21T12:55:10.759008+00:00"}
|
| 9 |
+
{"epoch": 9, "train_loss": 1.154916493422923, "train_acc": 0.7100371747211895, "test_loss": 0.8331173586122917, "test_acc": 0.7121212121212122, "best_acc": 0.7121212121212122, "spike_rates": [0.11536038491655798, 0.21997775838655584, 0.2223413761924295, 0.22600520095404456, 0.2201611794093076], "spikes_per_sample": 620639.614536199, "wall_time_s": 2.9459755420684814, "timestamp": "2026-08-21T12:55:13.735460+00:00"}
|
| 10 |
+
{"epoch": 10, "train_loss": 1.150815590606746, "train_acc": 0.7007434944237918, "test_loss": 0.7522724379192699, "test_acc": 0.6590909090909091, "best_acc": 0.7121212121212122, "spike_rates": [0.11150669306516647, 0.21676107627504013, 0.21535724664435668, 0.2200257585329168, 0.21285019990275889], "spikes_per_sample": 604678.5110294118, "wall_time_s": 2.939934253692627, "timestamp": "2026-08-21T12:55:16.706682+00:00"}
|
| 11 |
+
{"epoch": 11, "train_loss": 1.104764343637516, "train_acc": 0.6951672862453532, "test_loss": 0.8482443003943472, "test_acc": 0.6742424242424242, "best_acc": 0.7121212121212122, "spike_rates": [0.1132783657487701, 0.21777141357169433, 0.21784275244264042, 0.2186659863766502, 0.21186064008404226], "spikes_per_sample": 610569.9520644797, "wall_time_s": 2.929346799850464, "timestamp": "2026-08-21T12:55:19.662316+00:00"}
|
| 12 |
+
{"epoch": 12, "train_loss": 1.1203220861108774, "train_acc": 0.6970260223048327, "test_loss": 0.951517509691643, "test_acc": 0.6022727272727273, "best_acc": 0.7121212121212122, "spike_rates": [0.10893162909676046, 0.20850900604444392, 0.2122927825240528, 0.21306512110373554, 0.2049526545931311], "spikes_per_sample": 588041.2417986426, "wall_time_s": 2.9140617847442627, "timestamp": "2026-08-21T12:55:22.601331+00:00"}
|
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{"epoch": 91, "train_loss": 0.5494033765172427, "train_acc": 1.0, "test_loss": 0.4077923352068121, "test_acc": 0.8598484848484849, "best_acc": 0.9053030303030303, "spike_rates": [0.0805348714484888, 0.14098719989552216, 0.12580104961114771, 0.13300505718764136, 0.1159690929686322], "spikes_per_sample": 401097.4563065611, "wall_time_s": 2.9141244888305664, "timestamp": "2026-08-21T12:59:14.620484+00:00"}
|
| 92 |
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{"epoch": 92, "train_loss": 0.5512105020448621, "train_acc": 1.0, "test_loss": 0.4292503595352173, "test_acc": 0.8409090909090909, "best_acc": 0.9053030303030303, "spike_rates": [0.08091942527714897, 0.1410166305654189, 0.12624610434560216, 0.13273737272795508, 0.11398196351878784], "spikes_per_sample": 402115.6172228507, "wall_time_s": 2.914663791656494, "timestamp": "2026-08-21T12:59:17.561401+00:00"}
|
| 93 |
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{"epoch": 93, "train_loss": 0.5501739010491778, "train_acc": 1.0, "test_loss": 0.40775885907086457, "test_acc": 0.8560606060606061, "best_acc": 0.9053030303030303, "spike_rates": [0.08110274681273628, 0.14133996297331416, 0.12643571285640492, 0.13340482378707214, 0.1151050552725792], "spikes_per_sample": 403036.10732466064, "wall_time_s": 2.912686586380005, "timestamp": "2026-08-21T12:59:20.499835+00:00"}
|
| 94 |
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{"epoch": 94, "train_loss": 0.5539603242200547, "train_acc": 0.9962825278810409, "test_loss": 0.40949107300151477, "test_acc": 0.8560606060606061, "best_acc": 0.9053030303030303, "spike_rates": [0.08102848117842394, 0.14084338528268478, 0.12632148932008183, 0.13389226881896749, 0.11589048583717908], "spikes_per_sample": 402368.83045814483, "wall_time_s": 2.9144909381866455, "timestamp": "2026-08-21T12:59:23.439810+00:00"}
|
| 95 |
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{"epoch": 95, "train_loss": 0.5518034463921444, "train_acc": 1.0, "test_loss": 0.415081470301657, "test_acc": 0.8484848484848485, "best_acc": 0.9053030303030303, "spike_rates": [0.08087202599819969, 0.14129123880582697, 0.1262217716259115, 0.1331794568720986, 0.11505271976484972], "spikes_per_sample": 402359.1797228507, "wall_time_s": 2.91833233833313, "timestamp": "2026-08-21T12:59:26.383944+00:00"}
|
| 96 |
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{"epoch": 96, "train_loss": 0.5496403415406946, "train_acc": 0.9981412639405205, "test_loss": 0.40718889236450195, "test_acc": 0.8484848484848485, "best_acc": 0.9053030303030303, "spike_rates": [0.08144877807182424, 0.14113792426445904, 0.12664930653922699, 0.1337166130542755, 0.11534268847283195], "spikes_per_sample": 403704.17265271494, "wall_time_s": 2.920039415359497, "timestamp": "2026-08-21T12:59:29.342502+00:00"}
|
| 97 |
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{"epoch": 97, "train_loss": 0.5495013153685956, "train_acc": 1.0, "test_loss": 0.4157769770333261, "test_acc": 0.8484848484848485, "best_acc": 0.9053030303030303, "spike_rates": [0.08107829181586995, 0.141139079542721, 0.12650803651879816, 0.13346262802095973, 0.11562214528813082], "spikes_per_sample": 402823.2478789593, "wall_time_s": 2.9174141883850098, "timestamp": "2026-08-21T12:59:32.288643+00:00"}
|
| 98 |
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{"epoch": 98, "train_loss": 0.5509456526834282, "train_acc": 0.9981412639405205, "test_loss": 0.41258961684776074, "test_acc": 0.8560606060606061, "best_acc": 0.9053030303030303, "spike_rates": [0.08102518100948895, 0.14152975643382354, 0.1264776661992073, 0.13340582128833323, 0.11446995112825842], "spikes_per_sample": 403089.10223416286, "wall_time_s": 2.9049746990203857, "timestamp": "2026-08-21T12:59:35.220043+00:00"}
|
| 99 |
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{"epoch": 99, "train_loss": 0.5524177575643178, "train_acc": 0.9981412639405205, "test_loss": 0.41368835803234216, "test_acc": 0.8446969696969697, "best_acc": 0.9053030303030303, "spike_rates": [0.08102902375599917, 0.14133583710474126, 0.1268010025515276, 0.13348481497343848, 0.11493657003430759], "spikes_per_sample": 403077.8376696832, "wall_time_s": 2.918771505355835, "timestamp": "2026-08-21T12:59:38.163774+00:00"}
|
| 100 |
+
{"epoch": 100, "train_loss": 0.5488762317093775, "train_acc": 1.0, "test_loss": 0.4205019979765921, "test_acc": 0.8522727272727273, "best_acc": 0.9053030303030303, "spike_rates": [0.08117987259345896, 0.14104076781693628, 0.1268078351722044, 0.1333003876840367, 0.11379720095325918], "spikes_per_sample": 403055.5981334842, "wall_time_s": 2.9158260822296143, "timestamp": "2026-08-21T12:59:41.105742+00:00"}
|
opt6_sigma_delta/opt6_residual_unsigned.gpu_telemetry.csv
ADDED
|
@@ -0,0 +1,179 @@
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| 1 |
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timestamp,index,utilization.gpu,utilization.memory,memory.used,memory.total,temperature.gpu,power.draw,clocks.sm
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| 2 |
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opt6_sigma_delta/opt6_residual_unsigned.summary.json
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