add run opt6_delta_unsigned
Browse files
opt6_sigma_delta/opt6_delta_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_delta_unsigned,opt6_sigma_delta.py,62febd8ddf82a115,9,2,--sd-mode delta --sd-signed 0,,2,False,32,16,100,1,2.348275834299818,0.1579925650557621,2.2508288585778438,0.20833333333333334,0.20833333333333334,90410.16628959276,3.30195951461792,3.3,2026-08-21T22:04:00.753290+00:00,0.021209226373363945,0.025979858330067468,0.027016590404159883,0.031848946367116535,0.04235183929695802,0.029681,"[0.021209226373363945, 0.025979858330067468, 0.027016590404159883, 0.031848946367116535, 0.04235183929695802]",1,131.16,0.1203,95.5,7374.0
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| 3 |
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opt6_delta_unsigned,opt6_sigma_delta.py,62febd8ddf82a115,9,2,--sd-mode delta --sd-signed 0,,2,False,32,16,100,2,2.192420482635498,0.25650557620817843,2.093971093495687,0.2765151515151515,0.2765151515151515,89510.72214366516,2.8377492427825928,6.1,2026-08-21T22:04:03.621449+00:00,0.0229803734623334,0.02365731864291079,0.023508766666054726,0.02943115002092193,0.0396571439855239,0.027847,"[0.0229803734623334, 0.02365731864291079, 0.023508766666054726, 0.02943115002092193, 0.0396571439855239]",,,,,
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| 4 |
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opt6_delta_unsigned,opt6_sigma_delta.py,62febd8ddf82a115,9,2,--sd-mode delta --sd-signed 0,,2,False,32,16,100,3,2.131808282717453,0.241635687732342,2.010908097931833,0.2916666666666667,0.2916666666666667,83321.5473699095,2.84389328956604,9.0,2026-08-21T22:04:06.495741+00:00,0.02212523537523606,0.020883257774745718,0.021310491049114394,0.02704165317118168,0.03699113669640878,0.02567,"[0.02212523537523606, 0.020883257774745718, 0.021310491049114394, 0.02704165317118168, 0.03699113669640878]",1,135.32,0.1069,95.5,7378.0
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| 5 |
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opt6_delta_unsigned,opt6_sigma_delta.py,62febd8ddf82a115,9,2,--sd-mode delta --sd-signed 0,,2,False,32,16,100,4,2.070093164656685,0.2899628252788104,1.9809505614367398,0.3181818181818182,0.3181818181818182,83480.84742647059,2.836240530014038,11.8,2026-08-21T22:04:09.366851+00:00,0.022541313596508083,0.020334410207236513,0.021182623965775266,0.026550947852870998,0.03621939416317379,0.025366,"[0.022541313596508083, 0.020334410207236513, 0.021182623965775266, 0.026550947852870998, 0.03621939416317379]",,,,,
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| 6 |
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opt6_delta_unsigned,opt6_sigma_delta.py,62febd8ddf82a115,9,2,--sd-mode delta --sd-signed 0,,2,False,32,16,100,5,2.044285665214283,0.2788104089219331,1.8896720120401094,0.32575757575757575,0.32575757575757575,84042.81575226244,2.8502614498138428,14.7,2026-08-21T22:04:12.250551+00:00,0.02314513242420028,0.019908985342173016,0.020903043120222932,0.025795251569327188,0.034536249497357535,0.024858,"[0.02314513242420028, 0.019908985342173016, 0.020903043120222932, 0.025795251569327188, 0.034536249497357535]",1,130.81,0.10357,96.5,7378.0
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| 7 |
+
opt6_delta_unsigned,opt6_sigma_delta.py,62febd8ddf82a115,9,2,--sd-mode delta --sd-signed 0,,2,False,32,16,100,6,1.93710466698643,0.3513011152416357,1.7705224282813794,0.3977272727272727,0.3977272727272727,82868.72751696833,2.832251787185669,17.5,2026-08-21T22:04:15.115055+00:00,0.02330226045759285,0.0188131131889189,0.020502323284745216,0.024770295466570294,0.03321891891605714,0.024121,"[0.02330226045759285, 0.0188131131889189, 0.020502323284745216, 0.024770295466570294, 0.03321891891605714]",1,113.24,0.08909,98.5,7378.0
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| 8 |
+
opt6_delta_unsigned,opt6_sigma_delta.py,62febd8ddf82a115,9,2,--sd-mode delta --sd-signed 0,,2,False,32,16,100,7,1.8510998735640571,0.35687732342007433,1.746412829919295,0.36742424242424243,0.3977272727272727,84700.92081447963,2.8314974308013916,20.3,2026-08-21T22:04:17.982746+00:00,0.023251161746242466,0.02002360682715388,0.02171098386101863,0.025022938299705002,0.03351858849911129,0.024705,"[0.023251161746242466, 0.02002360682715388, 0.02171098386101863, 0.025022938299705002, 0.03351858849911129]",,,,,
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| 9 |
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opt6_delta_unsigned,opt6_sigma_delta.py,62febd8ddf82a115,9,2,--sd-mode delta --sd-signed 0,,2,False,32,16,100,8,1.8629217333953176,0.3587360594795539,1.7452674056544448,0.4053030303030303,0.4053030303030303,81066.5104638009,2.834150552749634,23.2,2026-08-21T22:04:20.842765+00:00,0.022543783025706515,0.01895756909952444,0.020022370249909514,0.024002090315608418,0.03188434462336933,0.023482,"[0.022543783025706515, 0.01895756909952444, 0.020022370249909514, 0.024002090315608418, 0.03188434462336933]",1,134.89,0.10619,96.0,7378.0
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| 10 |
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opt6_delta_unsigned,opt6_sigma_delta.py,62febd8ddf82a115,9,2,--sd-mode delta --sd-signed 0,,2,False,32,16,100,9,1.8300032207956987,0.379182156133829,1.714364767074585,0.3939393939393939,0.4053030303030303,79041.094739819,2.8337156772613525,26.0,2026-08-21T22:04:23.709337+00:00,0.0224440346526749,0.018072544213603523,0.01871152627555763,0.022465200985179228,0.031912704491439986,0.022721,"[0.0224440346526749, 0.018072544213603523, 0.01871152627555763, 0.022465200985179228, 0.031912704491439986]",,,,,
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| 11 |
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opt6_delta_unsigned,opt6_sigma_delta.py,62febd8ddf82a115,9,2,--sd-mode delta --sd-signed 0,,2,False,32,16,100,10,1.8475447246133174,0.3996282527881041,1.7015343796123157,0.3977272727272727,0.4053030303030303,77390.82239819004,2.8288698196411133,28.8,2026-08-21T22:04:26.570237+00:00,0.022358840988839373,0.017516220536302116,0.017281398286714274,0.021444155670264187,0.031345937181921565,0.021989,"[0.022358840988839373, 0.017516220536302116, 0.017281398286714274, 0.021444155670264187, 0.031345937181921565]",1,144.13,0.11326,95.0,7378.0
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| 12 |
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opt6_delta_unsigned,opt6_sigma_delta.py,62febd8ddf82a115,9,2,--sd-mode delta --sd-signed 0,,2,False,32,16,100,11,1.8058064227653703,0.41263940520446096,1.7279536073858088,0.45454545454545453,0.45454545454545453,78437.03930995475,2.8182880878448486,31.6,2026-08-21T22:04:29.415941+00:00,0.022443657631383222,0.017860917484059054,0.01797023941488827,0.022469397634267807,0.03271872747470351,0.022693,"[0.022443657631383222, 0.017860917484059054, 0.01797023941488827, 0.022469397634267807, 0.03271872747470351]",,,,,
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| 13 |
+
opt6_delta_unsigned,opt6_sigma_delta.py,62febd8ddf82a115,9,2,--sd-mode delta --sd-signed 0,,2,False,32,16,100,12,1.7948839934785126,0.40148698884758366,1.6609413876678005,0.4772727272727273,0.4772727272727273,79747.999010181,2.833684206008911,34.5,2026-08-21T22:04:32.280110+00:00,0.022649354465744075,0.018816863131873748,0.01776092652888859,0.02237631840740933,0.032644694780602175,0.02285,"[0.022649354465744075, 0.018816863131873748, 0.01776092652888859, 0.02237631840740933, 0.032644694780602175]",1,126.02,0.09919,96.5,7378.0
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| 14 |
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opt6_delta_unsigned,opt6_sigma_delta.py,62febd8ddf82a115,9,2,--sd-mode delta --sd-signed 0,,2,False,32,16,100,13,1.8103520134567772,0.4368029739776952,1.6440462921604966,0.48863636363636365,0.48863636363636365,76276.85675904978,2.8141767978668213,37.3,2026-08-21T22:04:35.127081+00:00,0.021594466531977934,0.018671218634528274,0.015996054034022725,0.02100291081211146,0.032517860479214615,0.021957,"[0.021594466531977934, 0.018671218634528274, 0.015996054034022725, 0.02100291081211146, 0.032517860479214615]",1,120.39,0.09411,89.5,7378.0
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| 15 |
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opt6_delta_unsigned,opt6_sigma_delta.py,62febd8ddf82a115,9,2,--sd-mode delta --sd-signed 0,,2,False,32,16,100,14,1.7446812231744533,0.46654275092936803,1.6460946184216123,0.4356060606060606,0.48863636363636365,75822.36524321267,2.819411039352417,40.1,2026-08-21T22:04:37.981421+00:00,0.021549503483316478,0.018914316068677342,0.015252157059662482,0.019244444392183247,0.03317217594560455,0.021627,"[0.021549503483316478, 0.018914316068677342, 0.015252157059662482, 0.019244444392183247, 0.03317217594560455]",,,,,
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| 16 |
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opt6_delta_unsigned,opt6_sigma_delta.py,62febd8ddf82a115,9,2,--sd-mode delta --sd-signed 0,,2,False,32,16,100,15,1.7244014296833023,0.4851301115241636,1.615413318980824,0.4583333333333333,0.48863636363636365,72888.03591628959,2.813699245452881,42.9,2026-08-21T22:04:40.821799+00:00,0.020530861090211308,0.018502187641227946,0.015003873035311699,0.01746082415475565,0.032957499956383425,0.020891,"[0.020530861090211308, 0.018502187641227946, 0.015003873035311699, 0.01746082415475565, 0.032957499956383425]",1,116.65,0.09117,97.0,7378.0
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| 17 |
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opt6_delta_unsigned,opt6_sigma_delta.py,62febd8ddf82a115,9,2,--sd-mode delta --sd-signed 0,,2,False,32,16,100,16,1.7303785542130028,0.4758364312267658,1.6154348055521648,0.48863636363636365,0.48863636363636365,72136.11114253395,2.8147945404052734,45.7,2026-08-21T22:04:43.663421+00:00,0.01995191120487802,0.019057377296335557,0.014875853543772417,0.017109561382847673,0.032117058249080885,0.020622,"[0.01995191120487802, 0.019057377296335557, 0.014875853543772417, 0.017109561382847673, 0.032117058249080885]",,,,,
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| 18 |
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opt6_delta_unsigned,opt6_sigma_delta.py,62febd8ddf82a115,9,2,--sd-mode delta --sd-signed 0,,2,False,32,16,100,17,1.6913453610856293,0.5055762081784386,1.5559796636754817,0.49242424242424243,0.49242424242424243,69803.21182126697,2.816924810409546,48.6,2026-08-21T22:04:46.507430+00:00,0.019877986763330066,0.017859297859318116,0.01341055881451158,0.015978314749458256,0.031473893453093135,0.01972,"[0.019877986763330066, 0.017859297859318116, 0.01341055881451158, 0.015978314749458256, 0.031473893453093135]",1,125.69,0.09835,97.0,7378.0
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| 19 |
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opt6_delta_unsigned,opt6_sigma_delta.py,62febd8ddf82a115,9,2,--sd-mode delta --sd-signed 0,,2,False,32,16,100,18,1.6954619042492267,0.516728624535316,1.6205081867449211,0.4659090909090909,0.49242424242424243,67463.07324660633,2.8228015899658203,51.4,2026-08-21T22:04:49.364266+00:00,0.018935014438979766,0.017862130285185927,0.012868647956672837,0.015351237236138652,0.03158263818306081,0.01932,"[0.018935014438979766, 0.017862130285185927, 0.012868647956672837, 0.015351237236138652, 0.03158263818306081]",,,,,
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| 20 |
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opt6_delta_unsigned,opt6_sigma_delta.py,62febd8ddf82a115,9,2,--sd-mode delta --sd-signed 0,,2,False,32,16,100,19,1.7155326042033483,0.4795539033457249,1.5528101017980864,0.5303030303030303,0.5303030303030303,65861.7179015837,2.817211866378784,54.2,2026-08-21T22:04:52.208550+00:00,0.01863600587581887,0.017219208619173837,0.012424428837702554,0.014817922923933058,0.03195002280613955,0.01901,"[0.01863600587581887, 0.017219208619173837, 0.012424428837702554, 0.014817922923933058, 0.03195002280613955]",1,143.02,0.11192,97.0,7378.0
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opt6_delta_unsigned,opt6_sigma_delta.py,62febd8ddf82a115,9,2,--sd-mode delta --sd-signed 0,,2,False,32,16,100,20,1.6981302894181036,0.483271375464684,1.5489548697616116,0.4772727272727273,0.5303030303030303,67530.88079751132,2.808295726776123,57.0,2026-08-21T22:04:55.049092+00:00,0.01940284450264538,0.017232535845216584,0.012767111060812193,0.013757031465716222,0.032689452828729856,0.01917,"[0.01940284450264538, 0.017232535845216584, 0.012767111060812193, 0.013757031465716222, 0.032689452828729856]",1,130.17,0.10154,95.0,7378.0
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opt6_delta_unsigned,opt6_sigma_delta.py,62febd8ddf82a115,9,2,--sd-mode delta --sd-signed 0,,2,False,32,16,100,21,1.6799940841348642,0.483271375464684,1.5012098225680264,0.4962121212121212,0.5303030303030303,70907.9981617647,2.819230079650879,59.8,2026-08-21T22:04:57.895443+00:00,0.020481685614761186,0.018163282533778864,0.013342988732106546,0.012460444341687596,0.03344351995517226,0.019578,"[0.020481685614761186, 0.018163282533778864, 0.013342988732106546, 0.012460444341687596, 0.03344351995517226]",,,,,
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opt6_delta_unsigned,opt6_sigma_delta.py,62febd8ddf82a115,9,2,--sd-mode delta --sd-signed 0,,2,False,32,16,100,22,1.6355749315488737,0.5111524163568774,1.5669350551836418,0.48484848484848486,0.5303030303030303,69443.87132352941,2.811596632003784,62.6,2026-08-21T22:05:00.734635+00:00,0.020145745728822315,0.017605956095983002,0.013202190453953603,0.011717442477888921,0.03295984754667563,0.019126,"[0.020145745728822315, 0.017605956095983002, 0.013202190453953603, 0.011717442477888921, 0.03295984754667563]",1,115.26,0.09002,99.0,7378.0
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opt6_delta_unsigned,opt6_sigma_delta.py,62febd8ddf82a115,9,2,--sd-mode delta --sd-signed 0,,2,False,32,16,100,23,1.6374045938364192,0.5204460966542751,1.5198482455629292,0.5340909090909091,0.5340909090909091,65651.3957861991,2.821904182434082,65.5,2026-08-21T22:05:03.583477+00:00,0.019101893748430646,0.01624127389753566,0.012783757191808784,0.012131625183803193,0.032089872176156324,0.01847,"[0.019101893748430646, 0.01624127389753566, 0.012783757191808784, 0.012131625183803193, 0.032089872176156324]",,,,,
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opt6_delta_unsigned,opt6_sigma_delta.py,62febd8ddf82a115,9,2,--sd-mode delta --sd-signed 0,,2,False,32,16,100,24,1.6260528529000549,0.5371747211895911,1.4575215469707141,0.553030303030303,0.553030303030303,65736.06264140272,2.8126533031463623,68.3,2026-08-21T22:05:06.429151+00:00,0.018897286123212648,0.016568649724564132,0.013046346385689342,0.012378372251987457,0.0321258097229635,0.018603,"[0.018897286123212648, 0.016568649724564132, 0.013046346385689342, 0.012378372251987457, 0.0321258097229635]",1,146.25,0.11426,95.0,7378.0
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opt6_delta_unsigned,opt6_sigma_delta.py,62febd8ddf82a115,9,2,--sd-mode delta --sd-signed 0,,2,False,32,16,100,25,1.6097071693732392,0.5855018587360595,1.4413541158040364,0.5378787878787878,0.553030303030303,62394.69386312218,2.82334303855896,71.1,2026-08-21T22:05:09.283677+00:00,0.018351915675927612,0.014955616556107998,0.01197116487823865,0.012812506571850357,0.032147368744892234,0.018048,"[0.018351915675927612, 0.014955616556107998, 0.01197116487823865, 0.012812506571850357, 0.032147368744892234]",,,,,
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| 27 |
+
opt6_delta_unsigned,opt6_sigma_delta.py,62febd8ddf82a115,9,2,--sd-mode delta --sd-signed 0,,2,False,32,16,100,26,1.6047845232442408,0.5371747211895911,1.4360540057673599,0.5227272727272727,0.553030303030303,58380.199095022625,2.828620672225952,73.9,2026-08-21T22:05:12.138990+00:00,0.017563867656623617,0.013250370948191951,0.010944135870565386,0.012528227477827492,0.03240778647801455,0.017339,"[0.017563867656623617, 0.013250370948191951, 0.010944135870565386, 0.012528227477827492, 0.03240778647801455]",1,129.96,0.10211,96.0,7378.0
|
| 28 |
+
opt6_delta_unsigned,opt6_sigma_delta.py,62febd8ddf82a115,9,2,--sd-mode delta --sd-signed 0,,2,False,32,16,100,27,1.5885872619302743,0.5743494423791822,1.418520414468014,0.5568181818181818,0.5568181818181818,57331.173783936654,2.812721014022827,76.7,2026-08-21T22:05:14.978261+00:00,0.017271036501316464,0.012926418060327278,0.010748250464744428,0.012571623987134765,0.032635598279097504,0.017231,"[0.017271036501316464, 0.012926418060327278, 0.010748250464744428, 0.012571623987134765, 0.032635598279097504]",,,,,
|
| 29 |
+
opt6_delta_unsigned,opt6_sigma_delta.py,62febd8ddf82a115,9,2,--sd-mode delta --sd-signed 0,,2,False,32,16,100,28,1.6077214590235713,0.5446096654275093,1.4151684696024114,0.5454545454545454,0.5568181818181818,58138.626838235294,2.8255176544189453,79.6,2026-08-21T22:05:17.834920+00:00,0.017270505866583657,0.013334371533025713,0.011486287338330466,0.012537696289227289,0.0324465205125949,0.017415,"[0.017270505866583657, 0.013334371533025713, 0.011486287338330466, 0.012537696289227289, 0.0324465205125949]",,,,,
|
| 30 |
+
opt6_delta_unsigned,opt6_sigma_delta.py,62febd8ddf82a115,9,2,--sd-mode delta --sd-signed 0,,2,False,32,16,100,29,1.603367013115865,0.5353159851301115,1.4483490134730483,0.5416666666666666,0.5568181818181818,57910.944428733026,2.824791669845581,82.4,2026-08-21T22:05:20.687461+00:00,0.017290831050452066,0.013366910409839713,0.011046396951903315,0.012009453466709922,0.03187711208182223,0.017118,"[0.017290831050452066, 0.013366910409839713, 0.011046396951903315, 0.012009453466709922, 0.03187711208182223]",1,67.08,0.05264,95.0,3689.0
|
| 31 |
+
opt6_delta_unsigned,opt6_sigma_delta.py,62febd8ddf82a115,9,2,--sd-mode delta --sd-signed 0,,2,False,32,16,100,30,1.5864439657629643,0.5241635687732342,1.393333507306648,0.5871212121212122,0.5871212121212122,57318.49349547511,2.8283090591430664,85.2,2026-08-21T22:05:23.542216+00:00,0.017296972520211163,0.012957506484406836,0.010662184863844338,0.012147142880541436,0.032736092148458254,0.01716,"[0.017296972520211163, 0.012957506484406836, 0.010662184863844338, 0.012147142880541436, 0.032736092148458254]",1,60.73,0.04771,97.0,3689.0
|
| 32 |
+
opt6_delta_unsigned,opt6_sigma_delta.py,62febd8ddf82a115,9,2,--sd-mode delta --sd-signed 0,,2,False,32,16,100,31,1.5634837097394865,0.5353159851301115,1.427021492611278,0.5378787878787878,0.5871212121212122,57984.60463800905,2.8247976303100586,88.0,2026-08-21T22:05:26.397347+00:00,0.018344977761016172,0.011887648252441603,0.010255086783538847,0.010647436110850643,0.032708060215501225,0.016769,"[0.018344977761016172, 0.011887648252441603, 0.010255086783538847, 0.010647436110850643, 0.032708060215501225]",1,120.25,0.09436,98.0,7378.0
|
| 33 |
+
opt6_delta_unsigned,opt6_sigma_delta.py,62febd8ddf82a115,9,2,--sd-mode delta --sd-signed 0,,2,False,32,16,100,32,1.5770684108415058,0.5483271375464684,1.4315964380900066,0.5492424242424242,0.5871212121212122,60278.058540723985,2.8214597702026367,90.9,2026-08-21T22:05:29.246703+00:00,0.019546093528761584,0.01157893508891849,0.010366893482997137,0.010901720865684398,0.03354187375482391,0.017187,"[0.019546093528761584, 0.01157893508891849, 0.010366893482997137, 0.010901720865684398, 0.03354187375482391]",,,,,
|
| 34 |
+
opt6_delta_unsigned,opt6_sigma_delta.py,62febd8ddf82a115,9,2,--sd-mode delta --sd-signed 0,,2,False,32,16,100,33,1.5260340866103048,0.6022304832713755,1.3630078453006167,0.5568181818181818,0.5871212121212122,58970.648897058825,2.831153392791748,93.7,2026-08-21T22:05:32.103248+00:00,0.018530960304333884,0.011863038710811558,0.011064114103860715,0.012074086486416705,0.03406305457739269,0.017519,"[0.018530960304333884, 0.011863038710811558, 0.011064114103860715, 0.012074086486416705, 0.03406305457739269]",1,156.64,0.12319,94.0,7378.0
|
| 35 |
+
opt6_delta_unsigned,opt6_sigma_delta.py,62febd8ddf82a115,9,2,--sd-mode delta --sd-signed 0,,2,False,32,16,100,34,1.5749618723489982,0.5594795539033457,1.3689173496130742,0.5643939393939394,0.5871212121212122,58415.76300904977,2.8329617977142334,96.5,2026-08-21T22:05:34.961598+00:00,0.01818466975408442,0.011691417106810738,0.011600765180500114,0.012647882323054707,0.03342223715256242,0.017509,"[0.01818466975408442, 0.011691417106810738, 0.011600765180500114, 0.012647882323054707, 0.03342223715256242]",,,,,
|
| 36 |
+
opt6_delta_unsigned,opt6_sigma_delta.py,62febd8ddf82a115,9,2,--sd-mode delta --sd-signed 0,,2,False,32,16,100,35,1.548380669164835,0.5799256505576208,1.3303817980217212,0.5757575757575758,0.5871212121212122,57649.14875565611,2.827659845352173,99.4,2026-08-21T22:05:37.814147+00:00,0.01838565289097674,0.011014045818763621,0.010763992829357876,0.012382674578796415,0.03287300708539346,0.017084,"[0.01838565289097674, 0.011014045818763621, 0.010763992829357876, 0.012382674578796415, 0.03287300708539346]",1,127.8,0.10038,96.5,7378.0
|
| 37 |
+
opt6_delta_unsigned,opt6_sigma_delta.py,62febd8ddf82a115,9,2,--sd-mode delta --sd-signed 0,,2,False,32,16,100,36,1.5313937619716262,0.5520446096654275,1.3156269174633604,0.6022727272727273,0.6022727272727273,59780.42944004525,2.831437110900879,102.2,2026-08-21T22:05:40.670832+00:00,0.019322903498130685,0.011292751604581581,0.01058727826046593,0.012062903493642807,0.033828407526016235,0.017419,"[0.019322903498130685, 0.011292751604581581, 0.01058727826046593, 0.012062903493642807, 0.033828407526016235]",,,,,
|
| 38 |
+
opt6_delta_unsigned,opt6_sigma_delta.py,62febd8ddf82a115,9,2,--sd-mode delta --sd-signed 0,,2,False,32,16,100,37,1.506967217505643,0.5464684014869888,1.3699855948939468,0.5643939393939394,0.6022727272727273,60762.74208144796,2.8270673751831055,105.0,2026-08-21T22:05:43.528910+00:00,0.019882178810589454,0.01122777322855066,0.01047672490205835,0.01161748795386623,0.03312463905004894,0.017266,"[0.019882178810589454, 0.01122777322855066, 0.01047672490205835, 0.01161748795386623, 0.03312463905004894]",1,126.91,0.09966,96.0,7378.0
|
| 39 |
+
opt6_delta_unsigned,opt6_sigma_delta.py,62febd8ddf82a115,9,2,--sd-mode delta --sd-signed 0,,2,False,32,16,100,38,1.5617880227397365,0.5539033457249071,1.368676568522598,0.5378787878787878,0.6022727272727273,59397.54722850679,2.8253440856933594,107.8,2026-08-21T22:05:46.380944+00:00,0.019310691996532327,0.010853219777345657,0.01086003563421614,0.011807417990091969,0.033128678141271364,0.017192,"[0.019310691996532327, 0.010853219777345657, 0.01086003563421614, 0.011807417990091969, 0.033128678141271364]",1,121.04,0.09499,99.0,7378.0
|
| 40 |
+
opt6_delta_unsigned,opt6_sigma_delta.py,62febd8ddf82a115,9,2,--sd-mode delta --sd-signed 0,,2,False,32,16,100,39,1.5119317251510336,0.5929368029739777,1.3744345361536199,0.5454545454545454,0.6022727272727273,61609.830458144796,2.819178819656372,110.7,2026-08-21T22:05:49.229493+00:00,0.0196066211689921,0.01152883711106637,0.012179821346174268,0.013202103019198951,0.03411682278794401,0.018127,"[0.0196066211689921, 0.01152883711106637, 0.012179821346174268, 0.013202103019198951, 0.03411682278794401]",,,,,
|
| 41 |
+
opt6_delta_unsigned,opt6_sigma_delta.py,62febd8ddf82a115,9,2,--sd-mode delta --sd-signed 0,,2,False,32,16,100,40,1.5306143667618137,0.5520446096654275,1.300716103929462,0.6060606060606061,0.6060606060606061,59384.29440045248,2.829641103744507,113.5,2026-08-21T22:05:52.086832+00:00,0.018281249877284553,0.012084962745361468,0.01199032147141064,0.013813146116102444,0.03294546902179718,0.017823,"[0.018281249877284553, 0.012084962745361468, 0.01199032147141064, 0.013813146116102444, 0.03294546902179718]",1,131.48,0.10334,94.0,7378.0
|
| 42 |
+
opt6_delta_unsigned,opt6_sigma_delta.py,62febd8ddf82a115,9,2,--sd-mode delta --sd-signed 0,,2,False,32,16,100,41,1.4827411476121073,0.5836431226765799,1.32000829595508,0.571969696969697,0.6060606060606061,60484.73812217195,2.822608232498169,116.3,2026-08-21T22:05:54.941797+00:00,0.01862773156779654,0.012398847104871975,0.01204622197238838,0.0138784275006722,0.03371924841228653,0.018134,"[0.01862773156779654, 0.012398847104871975, 0.01204622197238838, 0.0138784275006722, 0.03371924841228653]",,,,,
|
| 43 |
+
opt6_delta_unsigned,opt6_sigma_delta.py,62febd8ddf82a115,9,2,--sd-mode delta --sd-signed 0,,2,False,32,16,100,42,1.473314645121975,0.5799256505576208,1.2725835532853098,0.5795454545454546,0.6060606060606061,58316.85082013575,2.826677083969116,119.1,2026-08-21T22:05:57.793844+00:00,0.01794501898043296,0.01203424549278091,0.011640950051300666,0.012808473945102272,0.03359947375514928,0.017606,"[0.01794501898043296, 0.01203424549278091, 0.011640950051300666, 0.012808473945102272, 0.03359947375514928]",1,119.51,0.09384,97.0,7378.0
|
| 44 |
+
opt6_delta_unsigned,opt6_sigma_delta.py,62febd8ddf82a115,9,2,--sd-mode delta --sd-signed 0,,2,False,32,16,100,43,1.4493763836786207,0.604089219330855,1.290507157643636,0.5795454545454546,0.6060606060606061,57275.840921945695,2.824970006942749,122.0,2026-08-21T22:06:00.644537+00:00,0.017718553104821372,0.012012683567317092,0.01087286597227349,0.011763214571949314,0.033115007202414906,0.017096,"[0.017718553104821372, 0.012012683567317092, 0.01087286597227349, 0.011763214571949314, 0.033115007202414906]",,,,,
|
| 45 |
+
opt6_delta_unsigned,opt6_sigma_delta.py,62febd8ddf82a115,9,2,--sd-mode delta --sd-signed 0,,2,False,32,16,100,44,1.4590229128373158,0.5780669144981413,1.2960544354987866,0.5871212121212122,0.6060606060606061,59099.91332013575,2.8343935012817383,124.8,2026-08-21T22:06:03.504682+00:00,0.018488282666486854,0.012227270149571054,0.010855060399455182,0.011706231435870422,0.033307485501555836,0.017317,"[0.018488282666486854, 0.012227270149571054, 0.010855060399455182, 0.011706231435870422, 0.033307485501555836]",1,141.94,0.11175,96.0,7378.0
|
| 46 |
+
opt6_delta_unsigned,opt6_sigma_delta.py,62febd8ddf82a115,9,2,--sd-mode delta --sd-signed 0,,2,False,32,16,100,45,1.4791350019022436,0.587360594795539,1.2683758807904792,0.6022727272727273,0.6060606060606061,58918.66713800905,2.8331997394561768,127.6,2026-08-21T22:06:06.362773+00:00,0.01860546715119306,0.012059927808449548,0.010533916216124506,0.011122809284750153,0.03251782585592831,0.016968,"[0.01860546715119306, 0.012059927808449548, 0.010533916216124506, 0.011122809284750153, 0.03251782585592831]",1,123.06,0.09685,95.5,7378.0
|
| 47 |
+
opt6_delta_unsigned,opt6_sigma_delta.py,62febd8ddf82a115,9,2,--sd-mode delta --sd-signed 0,,2,False,32,16,100,46,1.4503901173191,0.5817843866171004,1.2347463875105886,0.5643939393939394,0.6060606060606061,58600.750707013576,2.8212287425994873,130.5,2026-08-21T22:06:09.210906+00:00,0.018233149038518175,0.0120956470422885,0.01103366500533679,0.012352641397977577,0.03277960737400195,0.017299,"[0.018233149038518175, 0.0120956470422885, 0.01103366500533679, 0.012352641397977577, 0.03277960737400195]",,,,,
|
| 48 |
+
opt6_delta_unsigned,opt6_sigma_delta.py,62febd8ddf82a115,9,2,--sd-mode delta --sd-signed 0,,2,False,32,16,100,47,1.4533041915042693,0.5669144981412639,1.165990973963882,0.6439393939393939,0.6439393939393939,59624.7310520362,2.828716516494751,133.3,2026-08-21T22:06:12.065236+00:00,0.018277636783964494,0.012843064470764469,0.01118458911557408,0.012856242904330002,0.03296656205373652,0.017626,"[0.018277636783964494, 0.012843064470764469, 0.01118458911557408, 0.012856242904330002, 0.03296656205373652]",1,111.08,0.08728,94.5,7378.0
|
| 49 |
+
opt6_delta_unsigned,opt6_sigma_delta.py,62febd8ddf82a115,9,2,--sd-mode delta --sd-signed 0,,2,False,32,16,100,48,1.4447847117278656,0.587360594795539,1.1598472739710952,0.6439393939393939,0.6439393939393939,59146.91982466063,2.823232412338257,136.1,2026-08-21T22:06:14.918356+00:00,0.017969184116843867,0.012817386318655574,0.01138484023292275,0.013593688826350606,0.032224870999069774,0.017598,"[0.017969184116843867, 0.012817386318655574, 0.01138484023292275, 0.013593688826350606, 0.032224870999069774]",,,,,
|
| 50 |
+
opt6_delta_unsigned,opt6_sigma_delta.py,62febd8ddf82a115,9,2,--sd-mode delta --sd-signed 0,,2,False,32,16,100,49,1.4443499049289519,0.5539033457249071,1.1270260883100105,0.6628787878787878,0.6628787878787878,59334.415299773755,2.829362154006958,138.9,2026-08-21T22:06:17.773005+00:00,0.018147279124926117,0.012891906971002327,0.011195368133485317,0.012375794953721412,0.03159415130229557,0.017241,"[0.018147279124926117, 0.012891906971002327, 0.011195368133485317, 0.012375794953721412, 0.03159415130229557]",1,128.01,0.10061,97.0,7378.0
|
| 51 |
+
opt6_delta_unsigned,opt6_sigma_delta.py,62febd8ddf82a115,9,2,--sd-mode delta --sd-signed 0,,2,False,32,16,100,50,1.418757440432297,0.5762081784386617,1.1520481543107466,0.6287878787878788,0.6628787878787878,58738.688914027145,2.822194814682007,141.8,2026-08-21T22:06:20.625783+00:00,0.01807344551472103,0.012338557006681667,0.011406293029294294,0.012566422988824984,0.03203760569586473,0.017284,"[0.01807344551472103, 0.012338557006681667, 0.011406293029294294, 0.012566422988824984, 0.03203760569586473]",,,,,
|
| 52 |
+
opt6_delta_unsigned,opt6_sigma_delta.py,62febd8ddf82a115,9,2,--sd-mode delta --sd-signed 0,,2,False,32,16,100,51,1.4262241408727425,0.5836431226765799,1.2270697012092129,0.6060606060606061,0.6628787878787878,59497.67703619909,2.8183963298797607,144.6,2026-08-21T22:06:23.471375+00:00,0.01837600230732385,0.012301932253381786,0.01168836242354968,0.012638432959861615,0.03269299141624395,0.01754,"[0.01837600230732385, 0.012301932253381786, 0.01168836242354968, 0.012638432959861615, 0.03269299141624395]",1,129.63,0.10149,95.0,7378.0
|
| 53 |
+
opt6_delta_unsigned,opt6_sigma_delta.py,62febd8ddf82a115,9,2,--sd-mode delta --sd-signed 0,,2,False,32,16,100,52,1.4225491582239427,0.5594795539033457,1.1905025785619563,0.6628787878787878,0.6628787878787878,60127.91416855204,2.8264896869659424,147.4,2026-08-21T22:06:26.323541+00:00,0.018461350242004675,0.012784605407539536,0.011683968936695772,0.012201211031745462,0.033249125761144305,0.017676,"[0.018461350242004675, 0.012784605407539536, 0.011683968936695772, 0.012201211031745462, 0.033249125761144305]",1,132.62,0.10412,96.5,7378.0
|
| 54 |
+
opt6_delta_unsigned,opt6_sigma_delta.py,62febd8ddf82a115,9,2,--sd-mode delta --sd-signed 0,,2,False,32,16,100,53,1.3814583719884597,0.5985130111524164,1.2143385627053,0.6212121212121212,0.6628787878787878,57076.1609162896,2.8146631717681885,150.2,2026-08-21T22:06:29.164818+00:00,0.017384826370021877,0.012190898387309383,0.011392449631410487,0.012088940697996056,0.032796902910751456,0.017171,"[0.017384826370021877, 0.012190898387309383, 0.011392449631410487, 0.012088940697996056, 0.032796902910751456]",,,,,
|
| 55 |
+
opt6_delta_unsigned,opt6_sigma_delta.py,62febd8ddf82a115,9,2,--sd-mode delta --sd-signed 0,,2,False,32,16,100,54,1.38922028913817,0.6133828996282528,1.1502691579587532,0.6590909090909091,0.6628787878787878,56312.90822963801,2.8249623775482178,153.0,2026-08-21T22:06:32.015800+00:00,0.01710893027484417,0.01201962778235183,0.01140524709925932,0.012032748364350376,0.03228055510450812,0.016969,"[0.01710893027484417, 0.01201962778235183, 0.01140524709925932, 0.012032748364350376, 0.03228055510450812]",1,118.75,0.09318,99.0,7378.0
|
| 56 |
+
opt6_delta_unsigned,opt6_sigma_delta.py,62febd8ddf82a115,9,2,--sd-mode delta --sd-signed 0,,2,False,32,16,100,55,1.3896648578041104,0.6003717472118959,1.149917924042904,0.6401515151515151,0.6628787878787878,59854.840639140275,2.8186702728271484,155.9,2026-08-21T22:06:34.862381+00:00,0.01829294696011964,0.012867377632681061,0.011781588963725987,0.011740269194192746,0.03356904251610532,0.01765,"[0.01829294696011964, 0.012867377632681061, 0.011781588963725987, 0.011740269194192746, 0.03356904251610532]",,,,,
|
| 57 |
+
opt6_delta_unsigned,opt6_sigma_delta.py,62febd8ddf82a115,9,2,--sd-mode delta --sd-signed 0,,2,False,32,16,100,56,1.3579967225794456,0.6301115241635687,1.163549061977502,0.6477272727272727,0.6628787878787878,56667.14324095023,2.820711612701416,158.7,2026-08-21T22:06:37.708793+00:00,0.017534081440638092,0.012217074249158888,0.010472926639896981,0.010114402291091049,0.03175295319627313,0.016418,"[0.017534081440638092, 0.012217074249158888, 0.010472926639896981, 0.010114402291091049, 0.03175295319627313]",1,124.13,0.09726,96.0,7378.0
|
| 58 |
+
opt6_delta_unsigned,opt6_sigma_delta.py,62febd8ddf82a115,9,2,--sd-mode delta --sd-signed 0,,2,False,32,16,100,57,1.3320284988800388,0.6561338289962825,1.1229673262798425,0.6666666666666666,0.6666666666666666,57941.89154411765,2.82161808013916,161.5,2026-08-21T22:06:40.556268+00:00,0.017847805557882086,0.012600088437252185,0.01070195683004225,0.010798131718355067,0.03239042202339453,0.016868,"[0.017847805557882086, 0.012600088437252185, 0.01070195683004225, 0.010798131718355067, 0.03239042202339453]",,,,,
|
| 59 |
+
opt6_delta_unsigned,opt6_sigma_delta.py,62febd8ddf82a115,9,2,--sd-mode delta --sd-signed 0,,2,False,32,16,100,58,1.3236813421143032,0.6171003717472119,1.1471453074252966,0.6401515151515151,0.6666666666666666,58064.48897058824,2.822260618209839,164.3,2026-08-21T22:06:43.411421+00:00,0.017911495531306547,0.012581753270591007,0.010746709947638652,0.010657416218343903,0.0327936750562752,0.016938,"[0.017911495531306547, 0.012581753270591007, 0.010746709947638652, 0.010657416218343903, 0.0327936750562752]",1,144.79,0.11351,96.5,7378.0
|
| 60 |
+
opt6_delta_unsigned,opt6_sigma_delta.py,62febd8ddf82a115,9,2,--sd-mode delta --sd-signed 0,,2,False,32,16,100,59,1.3339520670667457,0.6189591078066915,1.1230328697146792,0.6439393939393939,0.6666666666666666,57899.45489253393,2.8196794986724854,167.1,2026-08-21T22:06:46.256087+00:00,0.017636245116591454,0.012784312753116383,0.011074523331926149,0.010849159813540824,0.033128850600298715,0.017095,"[0.017636245116591454, 0.012784312753116383, 0.011074523331926149, 0.010849159813540824, 0.033128850600298715]",,,,,
|
| 61 |
+
opt6_delta_unsigned,opt6_sigma_delta.py,62febd8ddf82a115,9,2,--sd-mode delta --sd-signed 0,,2,False,32,16,100,60,1.3282100799801624,0.6394052044609665,1.1292734724102598,0.6363636363636364,0.6666666666666666,59377.96365950227,2.822209119796753,170.0,2026-08-21T22:06:49.104159+00:00,0.018055421793285537,0.013125106637530467,0.011507371440529823,0.010968583745553213,0.03307572116746622,0.017346,"[0.018055421793285537, 0.013125106637530467, 0.011507371440529823, 0.010968583745553213, 0.03307572116746622]",1,140.1,0.10983,94.5,7378.0
|
| 62 |
+
opt6_delta_unsigned,opt6_sigma_delta.py,62febd8ddf82a115,9,2,--sd-mode delta --sd-signed 0,,2,False,32,16,100,61,1.326097095766032,0.6338289962825279,1.1509256868651419,0.6401515151515151,0.6666666666666666,57940.70673076923,2.8200395107269287,172.8,2026-08-21T22:06:51.948476+00:00,0.017458266085561586,0.012853792265934102,0.01161033079466399,0.011345167534754556,0.032641484237769074,0.017182,"[0.017458266085561586, 0.012853792265934102, 0.01161033079466399, 0.011345167534754556, 0.032641484237769074]",,,,,
|
| 63 |
+
opt6_delta_unsigned,opt6_sigma_delta.py,62febd8ddf82a115,9,2,--sd-mode delta --sd-signed 0,,2,False,32,16,100,62,1.3114432814396004,0.6338289962825279,1.1300876357338645,0.6628787878787878,0.6666666666666666,59818.252828054305,2.8281004428863525,175.6,2026-08-21T22:06:54.801821+00:00,0.017954949289560318,0.013362288748955025,0.01204879576449885,0.011856801917447764,0.0333347061977667,0.017712,"[0.017954949289560318, 0.013362288748955025, 0.01204879576449885, 0.011856801917447764, 0.0333347061977667]",1,127.27,0.09998,95.5,7378.0
|
| 64 |
+
opt6_delta_unsigned,opt6_sigma_delta.py,62febd8ddf82a115,9,2,--sd-mode delta --sd-signed 0,,2,False,32,16,100,63,1.3090011984885404,0.637546468401487,1.1152962121096524,0.6515151515151515,0.6666666666666666,59343.697398190045,2.82554292678833,178.4,2026-08-21T22:06:57.653019+00:00,0.01769606171942809,0.013464518822729588,0.011998084373772144,0.01177014596760273,0.033223976545474106,0.017631,"[0.01769606171942809, 0.013464518822729588, 0.011998084373772144, 0.01177014596760273, 0.033223976545474106]",1,114.18,0.08962,99.0,7378.0
|
| 65 |
+
opt6_delta_unsigned,opt6_sigma_delta.py,62febd8ddf82a115,9,2,--sd-mode delta --sd-signed 0,,2,False,32,16,100,64,1.3245099007418608,0.6431226765799256,1.0930781075448701,0.6628787878787878,0.6666666666666666,57665.33314479638,2.8310234546661377,181.3,2026-08-21T22:07:00.508596+00:00,0.01724206157686079,0.013192928396165371,0.011409131645718041,0.010795188739019282,0.03262304952915977,0.017052,"[0.01724206157686079, 0.013192928396165371, 0.011409131645718041, 0.010795188739019282, 0.03262304952915977]",,,,,
|
| 66 |
+
opt6_delta_unsigned,opt6_sigma_delta.py,62febd8ddf82a115,9,2,--sd-mode delta --sd-signed 0,,2,False,32,16,100,65,1.303246828703189,0.6524163568773235,1.0736750797791914,0.6742424242424242,0.6742424242424242,58344.801753393665,2.830209255218506,184.1,2026-08-21T22:07:03.365929+00:00,0.017281592220944518,0.01352931504302165,0.011794901014689137,0.01107039603897754,0.03327817623229588,0.017391,"[0.017281592220944518, 0.01352931504302165, 0.011794901014689137, 0.01107039603897754, 0.03327817623229588]",1,130.89,0.1029,95.0,7378.0
|
| 67 |
+
opt6_delta_unsigned,opt6_sigma_delta.py,62febd8ddf82a115,9,2,--sd-mode delta --sd-signed 0,,2,False,32,16,100,66,1.2953368930568483,0.6598513011152416,1.0837002486893625,0.6666666666666666,0.6742424242424242,60121.558540723985,2.826371908187866,186.9,2026-08-21T22:07:06.224062+00:00,0.017858488594784457,0.01381997112184763,0.012205970528371194,0.011443312937284218,0.03300805762410164,0.017667,"[0.017858488594784457, 0.01381997112184763, 0.012205970528371194, 0.011443312937284218, 0.03300805762410164]",,,,,
|
| 68 |
+
opt6_delta_unsigned,opt6_sigma_delta.py,62febd8ddf82a115,9,2,--sd-mode delta --sd-signed 0,,2,False,32,16,100,67,1.2692398169669963,0.6951672862453532,1.0882074399427935,0.6628787878787878,0.6742424242424242,58890.78718891403,2.827493906021118,189.8,2026-08-21T22:07:09.086532+00:00,0.017537865239907715,0.01351375603938804,0.01184434482060811,0.01111927184769336,0.032417072969324445,0.017286,"[0.017537865239907715, 0.01351375603938804, 0.01184434482060811, 0.01111927184769336, 0.032417072969324445]",1,139.89,0.10987,96.0,7378.0
|
| 69 |
+
opt6_delta_unsigned,opt6_sigma_delta.py,62febd8ddf82a115,9,2,--sd-mode delta --sd-signed 0,,2,False,32,16,100,68,1.330639981868985,0.6449814126394052,1.0650134592345266,0.6477272727272727,0.6742424242424242,58118.07437782805,2.8317501544952393,192.6,2026-08-21T22:07:11.943767+00:00,0.0172746302012135,0.013399404528386453,0.011666085680618006,0.011066335362984854,0.03236190667923759,0.017154,"[0.0172746302012135, 0.013399404528386453, 0.011666085680618006, 0.011066335362984854, 0.03236190667923759]",,,,,
|
| 70 |
+
opt6_delta_unsigned,opt6_sigma_delta.py,62febd8ddf82a115,9,2,--sd-mode delta --sd-signed 0,,2,False,32,16,100,69,1.2757571346254597,0.6691449814126395,1.0679007010026411,0.6704545454545454,0.6742424242424242,58491.123585972855,2.834204912185669,195.4,2026-08-21T22:07:14.805631+00:00,0.01747128805693458,0.013333483434775296,0.011705687981756294,0.011138818938942516,0.032299991258803534,0.01719,"[0.01747128805693458, 0.013333483434775296, 0.011705687981756294, 0.011138818938942516, 0.032299991258803534]",1,136.59,0.10753,96.0,7378.0
|
| 71 |
+
opt6_delta_unsigned,opt6_sigma_delta.py,62febd8ddf82a115,9,2,--sd-mode delta --sd-signed 0,,2,False,32,16,100,70,1.2925644913570589,0.6617100371747212,1.071578896406925,0.6704545454545454,0.6742424242424242,60572.23600113122,2.8321776390075684,198.3,2026-08-21T22:07:17.663518+00:00,0.018153563032255453,0.013590728316236944,0.012230501729337609,0.011878841063555549,0.03329543725532644,0.01783,"[0.018153563032255453, 0.013590728316236944, 0.012230501729337609, 0.011878841063555549, 0.03329543725532644]",1,116.79,0.09188,99.0,7378.0
|
| 72 |
+
opt6_delta_unsigned,opt6_sigma_delta.py,62febd8ddf82a115,9,2,--sd-mode delta --sd-signed 0,,2,False,32,16,100,71,1.2603487082130405,0.654275092936803,1.0667290795933118,0.6893939393939394,0.6893939393939394,58744.01555429864,2.819392442703247,201.1,2026-08-21T22:07:20.509856+00:00,0.017511181149850872,0.013243873220156221,0.012094871250583845,0.011545734753941788,0.03298912230221664,0.017477,"[0.017511181149850872, 0.013243873220156221, 0.012094871250583845, 0.011545734753941788, 0.03298912230221664]",,,,,
|
| 73 |
+
opt6_delta_unsigned,opt6_sigma_delta.py,62febd8ddf82a115,9,2,--sd-mode delta --sd-signed 0,,2,False,32,16,100,72,1.2818382096556482,0.6747211895910781,1.067633578271577,0.6363636363636364,0.6893939393939394,59783.03209841629,2.8367249965667725,203.9,2026-08-21T22:07:23.380317+00:00,0.01772116234197336,0.013602850849137586,0.012491196284399313,0.011649328119614544,0.033079984652645444,0.017709,"[0.01772116234197336, 0.013602850849137586, 0.012491196284399313, 0.011649328119614544, 0.033079984652645444]",1,124.91,0.09843,95.5,7378.0
|
| 74 |
+
opt6_delta_unsigned,opt6_sigma_delta.py,62febd8ddf82a115,9,2,--sd-mode delta --sd-signed 0,,2,False,32,16,100,73,1.2480438061363193,0.6933085501858736,1.0494575572736335,0.6590909090909091,0.6893939393939394,59632.186510180996,2.8259880542755127,206.7,2026-08-21T22:07:26.235469+00:00,0.017676430809147218,0.013611125211943598,0.01244111271465526,0.011376041097237784,0.0326517200207009,0.017551,"[0.017676430809147218, 0.013611125211943598, 0.01244111271465526, 0.011376041097237784, 0.0326517200207009]",,,,,
|
| 75 |
+
opt6_delta_unsigned,opt6_sigma_delta.py,62febd8ddf82a115,9,2,--sd-mode delta --sd-signed 0,,2,False,32,16,100,74,1.2504170924757494,0.6895910780669146,1.015871073260452,0.6515151515151515,0.6893939393939394,57696.344739819004,2.8270232677459717,209.6,2026-08-21T22:07:29.087789+00:00,0.017099930630887255,0.013130407287355731,0.012039537925054045,0.01126970537006855,0.032869692891836166,0.017282,"[0.017099930630887255, 0.013130407287355731, 0.012039537925054045, 0.01126970537006855, 0.032869692891836166]",1,132.23,0.10384,96.0,7378.0
|
| 76 |
+
opt6_delta_unsigned,opt6_sigma_delta.py,62febd8ddf82a115,9,2,--sd-mode delta --sd-signed 0,,2,False,32,16,100,75,1.251993564868062,0.6802973977695167,1.0175161397818364,0.6666666666666666,0.6893939393939394,55423.840639140275,2.8353958129882812,212.4,2026-08-21T22:07:31.950858+00:00,0.01660530992290553,0.012477171388180816,0.011191597646650146,0.01053455296684714,0.031772009480525464,0.016516,"[0.01660530992290553, 0.012477171388180816, 0.011191597646650146, 0.01053455296684714, 0.031772009480525464]",,,,,
|
| 77 |
+
opt6_delta_unsigned,opt6_sigma_delta.py,62febd8ddf82a115,9,2,--sd-mode delta --sd-signed 0,,2,False,32,16,100,76,1.2544002182864789,0.6802973977695167,1.0143081202651516,0.6515151515151515,0.6893939393939394,58150.84855769231,2.8308379650115967,215.2,2026-08-21T22:07:34.807661+00:00,0.017368186484364903,0.01321531240554417,0.011786120560239343,0.010820079211364774,0.032234243829460704,0.017085,"[0.017368186484364903, 0.01321531240554417, 0.011786120560239343, 0.010820079211364774, 0.032234243829460704]",1,156.11,0.12276,97.0,7378.0
|
| 78 |
+
opt6_delta_unsigned,opt6_sigma_delta.py,62febd8ddf82a115,9,2,--sd-mode delta --sd-signed 0,,2,False,32,16,100,77,1.261860146398438,0.6914498141263941,1.0490706039197517,0.6515151515151515,0.6893939393939394,59751.64479638009,2.824253559112549,218.1,2026-08-21T22:07:37.656946+00:00,0.017745633226107147,0.013658672187696485,0.012309327940730488,0.011316270348342025,0.032819739378550476,0.01757,"[0.017745633226107147, 0.013658672187696485, 0.012309327940730488, 0.011316270348342025, 0.032819739378550476]",1,131.94,0.10351,95.0,7378.0
|
| 79 |
+
opt6_delta_unsigned,opt6_sigma_delta.py,62febd8ddf82a115,9,2,--sd-mode delta --sd-signed 0,,2,False,32,16,100,78,1.2514772087224797,0.6840148698884758,1.0160059874708003,0.6856060606060606,0.6893939393939394,58274.80740950227,2.836050271987915,220.9,2026-08-21T22:07:40.532948+00:00,0.017333549063871887,0.013327366398537861,0.011921394780716476,0.010872398612692076,0.03238836785449701,0.017169,"[0.017333549063871887, 0.013327366398537861, 0.011921394780716476, 0.010872398612692076, 0.03238836785449701]",,,,,
|
| 80 |
+
opt6_delta_unsigned,opt6_sigma_delta.py,62febd8ddf82a115,9,2,--sd-mode delta --sd-signed 0,,2,False,32,16,100,79,1.2748282686928392,0.6505576208178439,1.0250204747373408,0.6666666666666666,0.6893939393939394,59967.101102941175,2.8304176330566406,223.7,2026-08-21T22:07:43.391012+00:00,0.01781625903266318,0.013765397700755036,0.012244380188777167,0.011226509533384266,0.03298653311589185,0.017608,"[0.01781625903266318, 0.013765397700755036, 0.012244380188777167, 0.011226509533384266, 0.03298653311589185]",1,106.42,0.08367,96.5,7378.0
|
| 81 |
+
opt6_delta_unsigned,opt6_sigma_delta.py,62febd8ddf82a115,9,2,--sd-mode delta --sd-signed 0,,2,False,32,16,100,80,1.2365989250764529,0.6858736059479554,1.021448998740225,0.678030303030303,0.6893939393939394,61000.02375565611,2.8182179927825928,226.5,2026-08-21T22:07:46.235180+00:00,0.01806953932870837,0.01402538938119131,0.01259430667714161,0.011548177174785557,0.03340005666455802,0.017927,"[0.01806953932870837, 0.01402538938119131, 0.01259430667714161, 0.011548177174785557, 0.03340005666455802]",,,,,
|
| 82 |
+
opt6_delta_unsigned,opt6_sigma_delta.py,62febd8ddf82a115,9,2,--sd-mode delta --sd-signed 0,,2,False,32,16,100,81,1.2129270480911085,0.7360594795539034,0.9985897143681844,0.6742424242424242,0.6893939393939394,57209.343891402714,2.8265581130981445,229.4,2026-08-21T22:07:49.090245+00:00,0.016981055193087635,0.013089066206970635,0.011788393863860299,0.010844505775500746,0.032039797700503296,0.016949,"[0.016981055193087635, 0.013089066206970635, 0.011788393863860299, 0.010844505775500746, 0.032039797700503296]",1,133.42,0.10476,95.5,7378.0
|
| 83 |
+
opt6_delta_unsigned,opt6_sigma_delta.py,62febd8ddf82a115,9,2,--sd-mode delta --sd-signed 0,,2,False,32,16,100,82,1.1843354249975495,0.7342007434944238,0.9882514549024177,0.7007575757575758,0.7007575757575758,60070.24208144796,2.8320577144622803,232.2,2026-08-21T22:07:51.947829+00:00,0.017957117518081385,0.013617709498195088,0.01218590616960736,0.01116851985673694,0.03308138273218099,0.017602,"[0.017957117518081385, 0.013617709498195088, 0.01218590616960736, 0.01116851985673694, 0.03308138273218099]",,,,,
|
| 84 |
+
opt6_delta_unsigned,opt6_sigma_delta.py,62febd8ddf82a115,9,2,--sd-mode delta --sd-signed 0,,2,False,32,16,100,83,1.2489299348739,0.6672862453531598,1.0241427493817878,0.678030303030303,0.7007575757575758,59494.82975113122,2.8235840797424316,235.0,2026-08-21T22:07:54.803733+00:00,0.017839009380515886,0.0134145426837837,0.011986219817224671,0.01111776365295929,0.032682203194674325,0.017408,"[0.017839009380515886, 0.0134145426837837, 0.011986219817224671, 0.01111776365295929, 0.032682203194674325]",1,145.8,0.11436,96.5,7378.0
|
| 85 |
+
opt6_delta_unsigned,opt6_sigma_delta.py,62febd8ddf82a115,9,2,--sd-mode delta --sd-signed 0,,2,False,32,16,100,84,1.2146184036722856,0.7026022304832714,1.0292723467855742,0.6818181818181818,0.7007575757575758,60523.93976244344,2.819838523864746,237.8,2026-08-21T22:07:57.647651+00:00,0.018222112427739537,0.01354503768550999,0.012104134513613056,0.011300930643782896,0.03304002521669164,0.017642,"[0.018222112427739537, 0.01354503768550999, 0.012104134513613056, 0.011300930643782896, 0.03304002521669164]",,,,,
|
| 86 |
+
opt6_delta_unsigned,opt6_sigma_delta.py,62febd8ddf82a115,9,2,--sd-mode delta --sd-signed 0,,2,False,32,16,100,85,1.215105517646194,0.7156133828996283,1.0327549197457053,0.6704545454545454,0.7007575757575758,58889.092335972855,2.8228759765625,240.7,2026-08-21T22:08:00.496504+00:00,0.01776506466900601,0.0131504266139339,0.011725586510318168,0.010865187765482594,0.032241890316500384,0.01715,"[0.01776506466900601, 0.0131504266139339, 0.011725586510318168, 0.010865187765482594, 0.032241890316500384]",1,136.59,0.1071,95.5,7378.0
|
| 87 |
+
opt6_delta_unsigned,opt6_sigma_delta.py,62febd8ddf82a115,9,2,--sd-mode delta --sd-signed 0,,2,False,32,16,100,86,1.243872704115942,0.6988847583643123,1.0330537846594146,0.6515151515151515,0.7007575757575758,58220.468891402714,2.8243370056152344,243.5,2026-08-21T22:08:03.348471+00:00,0.017550628741874415,0.013001148972441168,0.011614741812295774,0.01083348351804649,0.03220229354851386,0.01704,"[0.017550628741874415, 0.013001148972441168, 0.011614741812295774, 0.01083348351804649, 0.03220229354851386]",1,114.96,0.09019,99.0,7378.0
|
| 88 |
+
opt6_delta_unsigned,opt6_sigma_delta.py,62febd8ddf82a115,9,2,--sd-mode delta --sd-signed 0,,2,False,32,16,100,87,1.220710920135328,0.6821561338289963,1.0206073052955396,0.6704545454545454,0.7007575757575758,60884.55147058824,2.8199570178985596,246.3,2026-08-21T22:08:06.198224+00:00,0.018348625806324622,0.013636559960158431,0.012124586740837377,0.011212508632417987,0.03308859796208494,0.017682,"[0.018348625806324622, 0.013636559960158431, 0.012124586740837377, 0.011212508632417987, 0.03308859796208494]",,,,,
|
| 89 |
+
opt6_delta_unsigned,opt6_sigma_delta.py,62febd8ddf82a115,9,2,--sd-mode delta --sd-signed 0,,2,False,32,16,100,88,1.2150809738272628,0.7304832713754646,1.023908504934022,0.6628787878787878,0.7007575757575758,60736.793834841636,2.827301025390625,249.1,2026-08-21T22:08:09.050674+00:00,0.018190734526690316,0.013723808724214049,0.012273573535768426,0.011300680337145048,0.03334378560676294,0.017767,"[0.018190734526690316, 0.013723808724214049, 0.012273573535768426, 0.011300680337145048, 0.03334378560676294]",1,127.76,0.10034,96.5,7378.0
|
| 90 |
+
opt6_delta_unsigned,opt6_sigma_delta.py,62febd8ddf82a115,9,2,--sd-mode delta --sd-signed 0,,2,False,32,16,100,89,1.2134665627461827,0.7007434944237918,1.0244471376592463,0.6666666666666666,0.7007575757575758,59261.434671945695,2.826338529586792,252.0,2026-08-21T22:08:11.903792+00:00,0.017737016300944722,0.013418321059468915,0.01196318760733394,0.011026190429487649,0.03276286405675551,0.017382,"[0.017737016300944722, 0.013418321059468915, 0.01196318760733394, 0.011026190429487649, 0.03276286405675551]",,,,,
|
| 91 |
+
opt6_delta_unsigned,opt6_sigma_delta.py,62febd8ddf82a115,9,2,--sd-mode delta --sd-signed 0,,2,False,32,16,100,90,1.2144470587095806,0.7007434944237918,1.0151097557761453,0.6628787878787878,0.7007575757575758,58881.47228506787,2.820841073989868,254.8,2026-08-21T22:08:14.750028+00:00,0.017624497084933168,0.01329777915688122,0.011911704040625515,0.011092787991990061,0.03285586680559551,0.017357,"[0.017624497084933168, 0.01329777915688122, 0.011911704040625515, 0.011092787991990061, 0.03285586680559551]",1,134.99,0.10577,96.0,7378.0
|
| 92 |
+
opt6_delta_unsigned,opt6_sigma_delta.py,62febd8ddf82a115,9,2,--sd-mode delta --sd-signed 0,,2,False,32,16,100,91,1.2328790519317288,0.6877323420074349,0.9940108277580955,0.6856060606060606,0.7007575757575758,57098.63956447964,2.828336238861084,257.6,2026-08-21T22:08:17.604510+00:00,0.017123338602045002,0.012850004248321056,0.011502445291946916,0.010766440399867646,0.032252057071994335,0.016899,"[0.017123338602045002, 0.012850004248321056, 0.011502445291946916, 0.010766440399867646, 0.032252057071994335]",,,,,
|
| 93 |
+
opt6_delta_unsigned,opt6_sigma_delta.py,62febd8ddf82a115,9,2,--sd-mode delta --sd-signed 0,,2,False,32,16,100,92,1.178152162789412,0.7434944237918215,1.0151388934164336,0.6818181818181818,0.7007575757575758,59666.13843325792,2.8209800720214844,260.4,2026-08-21T22:08:20.452713+00:00,0.017851782305275694,0.013516661984955563,0.012041323873050073,0.01117475111694897,0.03283378985874793,0.017484,"[0.017851782305275694, 0.013516661984955563, 0.012041323873050073, 0.01117475111694897, 0.03283378985874793]",1,146.66,0.11492,95.5,7378.0
|
| 94 |
+
opt6_delta_unsigned,opt6_sigma_delta.py,62febd8ddf82a115,9,2,--sd-mode delta --sd-signed 0,,2,False,32,16,100,93,1.2149178764633972,0.70817843866171,1.0032669558669582,0.6818181818181818,0.7007575757575758,58951.50579751131,2.8282012939453125,263.3,2026-08-21T22:08:23.308364+00:00,0.01764315815971178,0.013327997616108726,0.011909192537560183,0.011091052171062021,0.032944364363656324,0.017383,"[0.01764315815971178, 0.013327997616108726, 0.011909192537560183, 0.011091052171062021, 0.032944364363656324]",1,124.82,0.09806,90.0,7378.0
|
| 95 |
+
opt6_delta_unsigned,opt6_sigma_delta.py,62febd8ddf82a115,9,2,--sd-mode delta --sd-signed 0,,2,False,32,16,100,94,1.242420280733073,0.7007434944237918,0.9970445596810543,0.6856060606060606,0.7007575757575758,58890.05896493213,2.8281376361846924,266.1,2026-08-21T22:08:26.162003+00:00,0.017663929721011835,0.013281427926438697,0.011828503461883348,0.011011236949878581,0.03253444832037477,0.017264,"[0.017663929721011835, 0.013281427926438697, 0.011828503461883348, 0.011011236949878581, 0.03253444832037477]",,,,,
|
| 96 |
+
opt6_delta_unsigned,opt6_sigma_delta.py,62febd8ddf82a115,9,2,--sd-mode delta --sd-signed 0,,2,False,32,16,100,95,1.2120304608433663,0.7286245353159851,1.0050122159900088,0.6893939393939394,0.7007575757575758,58826.61821266968,2.8230912685394287,268.9,2026-08-21T22:08:29.010501+00:00,0.017608856563182437,0.013323621660032692,0.01183592144619016,0.01103069879772032,0.03268936648964882,0.017298,"[0.017608856563182437, 0.013323621660032692, 0.01183592144619016, 0.01103069879772032, 0.03268936648964882]",1,110.18,0.0864,97.0,7378.0
|
| 97 |
+
opt6_delta_unsigned,opt6_sigma_delta.py,62febd8ddf82a115,9,2,--sd-mode delta --sd-signed 0,,2,False,32,16,100,96,1.2244705236534204,0.6821561338289963,1.017244237841982,0.6742424242424242,0.7007575757575758,60284.875707013576,2.8357176780700684,271.7,2026-08-21T22:08:31.870567+00:00,0.018033881616943023,0.013658138320726506,0.012163823306122246,0.011319825042258291,0.03344357189010171,0.017724,"[0.018033881616943023, 0.013658138320726506, 0.012163823306122246, 0.011319825042258291, 0.03344357189010171]",,,,,
|
| 98 |
+
opt6_delta_unsigned,opt6_sigma_delta.py,62febd8ddf82a115,9,2,--sd-mode delta --sd-signed 0,,2,False,32,16,100,97,1.1884661137392973,0.7100371747211895,1.014021017334678,0.6742424242424242,0.7007575757575758,59729.2765837104,2.825740337371826,274.6,2026-08-21T22:08:34.724167+00:00,0.017848070601330084,0.01354656949201051,0.0120983412489295,0.01123100278132102,0.033103666761342215,0.017566,"[0.017848070601330084, 0.01354656949201051, 0.0120983412489295, 0.01123100278132102, 0.033103666761342215]",1,133.9,0.1051,96.0,7378.0
|
| 99 |
+
opt6_delta_unsigned,opt6_sigma_delta.py,62febd8ddf82a115,9,2,--sd-mode delta --sd-signed 0,,2,False,32,16,100,98,1.213069841321073,0.7174721189591078,1.0213630777416807,0.6628787878787878,0.7007575757575758,59633.55288461538,2.818119525909424,277.4,2026-08-21T22:08:37.567387+00:00,0.01785345550845651,0.01349509397850317,0.01201663977083038,0.011163173243403435,0.03293934135752566,0.017494,"[0.01785345550845651, 0.01349509397850317, 0.01201663977083038, 0.011163173243403435, 0.03293934135752566]",,,,,
|
| 100 |
+
opt6_delta_unsigned,opt6_sigma_delta.py,62febd8ddf82a115,9,2,--sd-mode delta --sd-signed 0,,2,False,32,16,100,99,1.2027171788162458,0.6895910780669146,0.9954476175886212,0.6893939393939394,0.7007575757575758,59879.5038178733,2.8242809772491455,280.2,2026-08-21T22:08:40.416800+00:00,0.017894178300219422,0.013571909957510583,0.012129360755138537,0.011296892648234087,0.033335793763399124,0.017646,"[0.017894178300219422, 0.013571909957510583, 0.012129360755138537, 0.011296892648234087, 0.033335793763399124]",1,121.52,0.09534,96.5,7378.0
|
| 101 |
+
opt6_delta_unsigned,opt6_sigma_delta.py,62febd8ddf82a115,9,2,--sd-mode delta --sd-signed 0,,2,False,32,16,100,100,1.1949905329920545,0.7304832713754646,0.9942648338549065,0.6893939393939394,0.7007575757575758,61119.14564479638,2.8333804607391357,283.0,2026-08-21T22:08:43.276176+00:00,0.018261404379325753,0.013868652777198483,0.012373002410373268,0.011506843380630016,0.033702418865526426,0.017942,"[0.018261404379325753, 0.013868652777198483, 0.012373002410373268, 0.011506843380630016, 0.033702418865526426]",1,106.02,0.08344,29.0,7362.0
|
opt6_sigma_delta/opt6_delta_unsigned.epochs.jsonl
ADDED
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| 1 |
+
{"epoch": 1, "train_loss": 2.348275834299818, "train_acc": 0.1579925650557621, "test_loss": 2.2508288585778438, "test_acc": 0.20833333333333334, "best_acc": 0.20833333333333334, "spike_rates": [0.021209226373363945, 0.025979858330067468, 0.027016590404159883, 0.031848946367116535, 0.04235183929695802], "spikes_per_sample": 90410.16628959276, "wall_time_s": 3.30195951461792, "timestamp": "2026-08-21T22:04:00.753290+00:00"}
|
| 2 |
+
{"epoch": 2, "train_loss": 2.192420482635498, "train_acc": 0.25650557620817843, "test_loss": 2.093971093495687, "test_acc": 0.2765151515151515, "best_acc": 0.2765151515151515, "spike_rates": [0.0229803734623334, 0.02365731864291079, 0.023508766666054726, 0.02943115002092193, 0.0396571439855239], "spikes_per_sample": 89510.72214366516, "wall_time_s": 2.8377492427825928, "timestamp": "2026-08-21T22:04:03.621449+00:00"}
|
| 3 |
+
{"epoch": 3, "train_loss": 2.131808282717453, "train_acc": 0.241635687732342, "test_loss": 2.010908097931833, "test_acc": 0.2916666666666667, "best_acc": 0.2916666666666667, "spike_rates": [0.02212523537523606, 0.020883257774745718, 0.021310491049114394, 0.02704165317118168, 0.03699113669640878], "spikes_per_sample": 83321.5473699095, "wall_time_s": 2.84389328956604, "timestamp": "2026-08-21T22:04:06.495741+00:00"}
|
| 4 |
+
{"epoch": 4, "train_loss": 2.070093164656685, "train_acc": 0.2899628252788104, "test_loss": 1.9809505614367398, "test_acc": 0.3181818181818182, "best_acc": 0.3181818181818182, "spike_rates": [0.022541313596508083, 0.020334410207236513, 0.021182623965775266, 0.026550947852870998, 0.03621939416317379], "spikes_per_sample": 83480.84742647059, "wall_time_s": 2.836240530014038, "timestamp": "2026-08-21T22:04:09.366851+00:00"}
|
| 5 |
+
{"epoch": 5, "train_loss": 2.044285665214283, "train_acc": 0.2788104089219331, "test_loss": 1.8896720120401094, "test_acc": 0.32575757575757575, "best_acc": 0.32575757575757575, "spike_rates": [0.02314513242420028, 0.019908985342173016, 0.020903043120222932, 0.025795251569327188, 0.034536249497357535], "spikes_per_sample": 84042.81575226244, "wall_time_s": 2.8502614498138428, "timestamp": "2026-08-21T22:04:12.250551+00:00"}
|
| 6 |
+
{"epoch": 6, "train_loss": 1.93710466698643, "train_acc": 0.3513011152416357, "test_loss": 1.7705224282813794, "test_acc": 0.3977272727272727, "best_acc": 0.3977272727272727, "spike_rates": [0.02330226045759285, 0.0188131131889189, 0.020502323284745216, 0.024770295466570294, 0.03321891891605714], "spikes_per_sample": 82868.72751696833, "wall_time_s": 2.832251787185669, "timestamp": "2026-08-21T22:04:15.115055+00:00"}
|
| 7 |
+
{"epoch": 7, "train_loss": 1.8510998735640571, "train_acc": 0.35687732342007433, "test_loss": 1.746412829919295, "test_acc": 0.36742424242424243, "best_acc": 0.3977272727272727, "spike_rates": [0.023251161746242466, 0.02002360682715388, 0.02171098386101863, 0.025022938299705002, 0.03351858849911129], "spikes_per_sample": 84700.92081447963, "wall_time_s": 2.8314974308013916, "timestamp": "2026-08-21T22:04:17.982746+00:00"}
|
| 8 |
+
{"epoch": 8, "train_loss": 1.8629217333953176, "train_acc": 0.3587360594795539, "test_loss": 1.7452674056544448, "test_acc": 0.4053030303030303, "best_acc": 0.4053030303030303, "spike_rates": [0.022543783025706515, 0.01895756909952444, 0.020022370249909514, 0.024002090315608418, 0.03188434462336933], "spikes_per_sample": 81066.5104638009, "wall_time_s": 2.834150552749634, "timestamp": "2026-08-21T22:04:20.842765+00:00"}
|
| 9 |
+
{"epoch": 9, "train_loss": 1.8300032207956987, "train_acc": 0.379182156133829, "test_loss": 1.714364767074585, "test_acc": 0.3939393939393939, "best_acc": 0.4053030303030303, "spike_rates": [0.0224440346526749, 0.018072544213603523, 0.01871152627555763, 0.022465200985179228, 0.031912704491439986], "spikes_per_sample": 79041.094739819, "wall_time_s": 2.8337156772613525, "timestamp": "2026-08-21T22:04:23.709337+00:00"}
|
| 10 |
+
{"epoch": 10, "train_loss": 1.8475447246133174, "train_acc": 0.3996282527881041, "test_loss": 1.7015343796123157, "test_acc": 0.3977272727272727, "best_acc": 0.4053030303030303, "spike_rates": [0.022358840988839373, 0.017516220536302116, 0.017281398286714274, 0.021444155670264187, 0.031345937181921565], "spikes_per_sample": 77390.82239819004, "wall_time_s": 2.8288698196411133, "timestamp": "2026-08-21T22:04:26.570237+00:00"}
|
| 11 |
+
{"epoch": 11, "train_loss": 1.8058064227653703, "train_acc": 0.41263940520446096, "test_loss": 1.7279536073858088, "test_acc": 0.45454545454545453, "best_acc": 0.45454545454545453, "spike_rates": [0.022443657631383222, 0.017860917484059054, 0.01797023941488827, 0.022469397634267807, 0.03271872747470351], "spikes_per_sample": 78437.03930995475, "wall_time_s": 2.8182880878448486, "timestamp": "2026-08-21T22:04:29.415941+00:00"}
|
| 12 |
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{"epoch": 88, "train_loss": 1.2150809738272628, "train_acc": 0.7304832713754646, "test_loss": 1.023908504934022, "test_acc": 0.6628787878787878, "best_acc": 0.7007575757575758, "spike_rates": [0.018190734526690316, 0.013723808724214049, 0.012273573535768426, 0.011300680337145048, 0.03334378560676294], "spikes_per_sample": 60736.793834841636, "wall_time_s": 2.827301025390625, "timestamp": "2026-08-21T22:08:09.050674+00:00"}
|
| 89 |
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{"epoch": 89, "train_loss": 1.2134665627461827, "train_acc": 0.7007434944237918, "test_loss": 1.0244471376592463, "test_acc": 0.6666666666666666, "best_acc": 0.7007575757575758, "spike_rates": [0.017737016300944722, 0.013418321059468915, 0.01196318760733394, 0.011026190429487649, 0.03276286405675551], "spikes_per_sample": 59261.434671945695, "wall_time_s": 2.826338529586792, "timestamp": "2026-08-21T22:08:11.903792+00:00"}
|
| 90 |
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{"epoch": 90, "train_loss": 1.2144470587095806, "train_acc": 0.7007434944237918, "test_loss": 1.0151097557761453, "test_acc": 0.6628787878787878, "best_acc": 0.7007575757575758, "spike_rates": [0.017624497084933168, 0.01329777915688122, 0.011911704040625515, 0.011092787991990061, 0.03285586680559551], "spikes_per_sample": 58881.47228506787, "wall_time_s": 2.820841073989868, "timestamp": "2026-08-21T22:08:14.750028+00:00"}
|
| 91 |
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{"epoch": 91, "train_loss": 1.2328790519317288, "train_acc": 0.6877323420074349, "test_loss": 0.9940108277580955, "test_acc": 0.6856060606060606, "best_acc": 0.7007575757575758, "spike_rates": [0.017123338602045002, 0.012850004248321056, 0.011502445291946916, 0.010766440399867646, 0.032252057071994335], "spikes_per_sample": 57098.63956447964, "wall_time_s": 2.828336238861084, "timestamp": "2026-08-21T22:08:17.604510+00:00"}
|
| 92 |
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{"epoch": 92, "train_loss": 1.178152162789412, "train_acc": 0.7434944237918215, "test_loss": 1.0151388934164336, "test_acc": 0.6818181818181818, "best_acc": 0.7007575757575758, "spike_rates": [0.017851782305275694, 0.013516661984955563, 0.012041323873050073, 0.01117475111694897, 0.03283378985874793], "spikes_per_sample": 59666.13843325792, "wall_time_s": 2.8209800720214844, "timestamp": "2026-08-21T22:08:20.452713+00:00"}
|
| 93 |
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{"epoch": 93, "train_loss": 1.2149178764633972, "train_acc": 0.70817843866171, "test_loss": 1.0032669558669582, "test_acc": 0.6818181818181818, "best_acc": 0.7007575757575758, "spike_rates": [0.01764315815971178, 0.013327997616108726, 0.011909192537560183, 0.011091052171062021, 0.032944364363656324], "spikes_per_sample": 58951.50579751131, "wall_time_s": 2.8282012939453125, "timestamp": "2026-08-21T22:08:23.308364+00:00"}
|
| 94 |
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{"epoch": 94, "train_loss": 1.242420280733073, "train_acc": 0.7007434944237918, "test_loss": 0.9970445596810543, "test_acc": 0.6856060606060606, "best_acc": 0.7007575757575758, "spike_rates": [0.017663929721011835, 0.013281427926438697, 0.011828503461883348, 0.011011236949878581, 0.03253444832037477], "spikes_per_sample": 58890.05896493213, "wall_time_s": 2.8281376361846924, "timestamp": "2026-08-21T22:08:26.162003+00:00"}
|
| 95 |
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{"epoch": 95, "train_loss": 1.2120304608433663, "train_acc": 0.7286245353159851, "test_loss": 1.0050122159900088, "test_acc": 0.6893939393939394, "best_acc": 0.7007575757575758, "spike_rates": [0.017608856563182437, 0.013323621660032692, 0.01183592144619016, 0.01103069879772032, 0.03268936648964882], "spikes_per_sample": 58826.61821266968, "wall_time_s": 2.8230912685394287, "timestamp": "2026-08-21T22:08:29.010501+00:00"}
|
| 96 |
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{"epoch": 96, "train_loss": 1.2244705236534204, "train_acc": 0.6821561338289963, "test_loss": 1.017244237841982, "test_acc": 0.6742424242424242, "best_acc": 0.7007575757575758, "spike_rates": [0.018033881616943023, 0.013658138320726506, 0.012163823306122246, 0.011319825042258291, 0.03344357189010171], "spikes_per_sample": 60284.875707013576, "wall_time_s": 2.8357176780700684, "timestamp": "2026-08-21T22:08:31.870567+00:00"}
|
| 97 |
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{"epoch": 97, "train_loss": 1.1884661137392973, "train_acc": 0.7100371747211895, "test_loss": 1.014021017334678, "test_acc": 0.6742424242424242, "best_acc": 0.7007575757575758, "spike_rates": [0.017848070601330084, 0.01354656949201051, 0.0120983412489295, 0.01123100278132102, 0.033103666761342215], "spikes_per_sample": 59729.2765837104, "wall_time_s": 2.825740337371826, "timestamp": "2026-08-21T22:08:34.724167+00:00"}
|
| 98 |
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{"epoch": 98, "train_loss": 1.213069841321073, "train_acc": 0.7174721189591078, "test_loss": 1.0213630777416807, "test_acc": 0.6628787878787878, "best_acc": 0.7007575757575758, "spike_rates": [0.01785345550845651, 0.01349509397850317, 0.01201663977083038, 0.011163173243403435, 0.03293934135752566], "spikes_per_sample": 59633.55288461538, "wall_time_s": 2.818119525909424, "timestamp": "2026-08-21T22:08:37.567387+00:00"}
|
| 99 |
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{"epoch": 99, "train_loss": 1.2027171788162458, "train_acc": 0.6895910780669146, "test_loss": 0.9954476175886212, "test_acc": 0.6893939393939394, "best_acc": 0.7007575757575758, "spike_rates": [0.017894178300219422, 0.013571909957510583, 0.012129360755138537, 0.011296892648234087, 0.033335793763399124], "spikes_per_sample": 59879.5038178733, "wall_time_s": 2.8242809772491455, "timestamp": "2026-08-21T22:08:40.416800+00:00"}
|
| 100 |
+
{"epoch": 100, "train_loss": 1.1949905329920545, "train_acc": 0.7304832713754646, "test_loss": 0.9942648338549065, "test_acc": 0.6893939393939394, "best_acc": 0.7007575757575758, "spike_rates": [0.018261404379325753, 0.013868652777198483, 0.012373002410373268, 0.011506843380630016, 0.033702418865526426], "spikes_per_sample": 61119.14564479638, "wall_time_s": 2.8333804607391357, "timestamp": "2026-08-21T22:08:43.276176+00:00"}
|
opt6_sigma_delta/opt6_delta_unsigned.gpu_telemetry.csv
ADDED
|
@@ -0,0 +1,195 @@
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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
|
| 2 |
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2026/08/21 22:08:03.273, 1, 100, 0, 3689, 15360, 75, 48.33, 1590
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2026/08/21 22:08:08.340, 1, 97, 89, 3689, 15360, 76, 61.87, 1305
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2026/08/21 22:08:18.450, 0, 96, 86, 3689, 15360, 77, 80.37, 1140
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2026/08/21 22:08:33.672, 0, 96, 84, 3689, 15360, 77, 64.77, 1170
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| 185 |
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2026/08/21 22:08:33.690, 1, 96, 84, 3689, 15360, 76, 69.13, 1170
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| 186 |
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2026/08/21 22:08:38.749, 0, 96, 91, 3689, 15360, 77, 59.65, 1455
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| 187 |
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2026/08/21 22:08:38.765, 1, 97, 92, 3689, 15360, 76, 61.87, 1335
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| 188 |
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2026/08/21 22:08:43.819, 0, 58, 41, 3689, 15360, 76, 64.40, 1515
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| 189 |
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2026/08/21 22:08:43.829, 1, 0, 0, 3673, 15360, 75, 41.62, 1590
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| 190 |
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2026/08/21 22:08:48.872, 0, 34, 16, 3689, 15360, 76, 46.40, 1590
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| 191 |
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2026/08/21 22:08:48.879, 1, 0, 0, 3, 15360, 69, 11.05, 300
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| 192 |
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2026/08/21 22:08:53.934, 0, 54, 36, 3689, 15360, 77, 64.53, 1545
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| 193 |
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2026/08/21 22:08:53.942, 1, 0, 0, 3, 15360, 66, 10.75, 300
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| 194 |
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2026/08/21 22:08:58.996, 0, 98, 100, 3689, 15360, 77, 64.32, 1440
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| 195 |
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2026/08/21 22:08:59.012, 1, 0, 0, 3, 15360, 64, 10.65, 300
|
opt6_sigma_delta/opt6_delta_unsigned.summary.json
ADDED
|
@@ -0,0 +1,100 @@
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|
| 1 |
+
{
|
| 2 |
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"tag": "opt6_delta_unsigned",
|
| 3 |
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|
| 4 |
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| 11 |
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| 12 |
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| 13 |
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|
| 14 |
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"--standalone",
|
| 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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| 20 |
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42415.75,
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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": 0.0
|
| 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_unsigned.zip",
|
| 95 |
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"files": 312,
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| 96 |
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"bytes": 1494537773,
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| 97 |
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| 98 |
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| 99 |
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| 100 |
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opt6_sigma_delta/opt6_delta_unsigned.zip
ADDED
|
@@ -0,0 +1,3 @@
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|
|
|
|
|
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|
| 1 |
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version https://git-lfs.github.com/spec/v1
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oid sha256:62763bf5657a2a3779e3304f0a6dc1e63e4931c90e20e9e107f6749ebca274df
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size 1494537773
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