add run opt6_srif_lam0.10
Browse files
opt6_sigma_delta/opt6_srif_lam0.10.epochs.csv
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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_srif_lam0.10,opt6_sigma_delta.py,62febd8ddf82a115,9,2,--srif --srif-lam-init 0.10,near hard reset,2,False,32,16,100,1,3.315510356293292,0.41821561338289964,6.612865216804273,0.3446969696969697,0.3446969696969697,1027523.9076640271,67.27738046646118,67.3,2026-08-21T22:13:37.346285+00:00,0.21100458064500024,0.31401752899674806,0.3776429856524748,0.41232957384165597,0.443005852839526,0.3516,"[0.21100458064500024, 0.31401752899674806, 0.3776429856524748, 0.41232957384165597, 0.443005852839526]",14,65.02,1.2151,6.8,7378.0
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| 3 |
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opt6_srif_lam0.10,opt6_sigma_delta.py,62febd8ddf82a115,9,2,--srif --srif-lam-init 0.10,near hard reset,2,False,32,16,100,2,2.0037644902126495,0.4368029739776952,8.692447777950402,0.2878787878787879,0.3446969696969697,959721.5050904978,3.0922083854675293,70.4,2026-08-21T22:13:40.471080+00:00,0.17965350869823904,0.30680692371200113,0.38577567479189706,0.42156389881582823,0.4471716915859896,0.348194,"[0.17965350869823904, 0.30680692371200113, 0.38577567479189706, 0.42156389881582823, 0.4471716915859896]",,,,,
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| 4 |
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opt6_srif_lam0.10,opt6_sigma_delta.py,62febd8ddf82a115,9,2,--srif --srif-lam-init 0.10,near hard reset,2,False,32,16,100,3,1.8577433474444989,0.44423791821561337,2.0616401903557056,0.5037878787878788,0.5037878787878788,929970.5033936652,3.1289024353027344,73.5,2026-08-21T22:13:43.626467+00:00,0.17983275388970094,0.29488014999557943,0.3602733471814324,0.39067863892106447,0.42289400801939125,0.329712,"[0.17983275388970094, 0.29488014999557943, 0.3602733471814324, 0.39067863892106447, 0.42289400801939125]",1,127.34,0.11068,96.5,7378.0
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| 5 |
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opt6_srif_lam0.10,opt6_sigma_delta.py,62febd8ddf82a115,9,2,--srif --srif-lam-init 0.10,near hard reset,2,False,32,16,100,4,1.729412372227495,0.4795539033457249,1.3785416646437212,0.4810606060606061,0.5037878787878788,985650.5045248868,3.124783754348755,76.6,2026-08-21T22:13:46.785156+00:00,0.19248509144081788,0.30972206417252035,0.3804879696930156,0.41205837095485015,0.4448787131730248,0.347926,"[0.19248509144081788, 0.30972206417252035, 0.3804879696930156, 0.41205837095485015, 0.4448787131730248]",,,,,
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| 6 |
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opt6_srif_lam0.10,opt6_sigma_delta.py,62febd8ddf82a115,9,2,--srif --srif-lam-init 0.10,near hard reset,2,False,32,16,100,5,1.6367061386321113,0.4684014869888476,1.2443204793063076,0.5189393939393939,0.5189393939393939,1005197.3850395927,3.1480119228363037,79.8,2026-08-21T22:13:49.959268+00:00,0.19847848660805645,0.31128795006695914,0.3898903727531433,0.4159538202426013,0.4325132247279672,0.349625,"[0.19847848660805645, 0.31128795006695914, 0.3898903727531433, 0.4159538202426013, 0.4325132247279672]",1,124.88,0.1092,96.5,7378.0
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| 7 |
+
opt6_srif_lam0.10,opt6_sigma_delta.py,62febd8ddf82a115,9,2,--srif --srif-lam-init 0.10,near hard reset,2,False,32,16,100,6,1.5493447461535939,0.5223048327137546,1.31468205018477,0.5151515151515151,0.5189393939393939,1009182.6896210407,3.140717029571533,82.9,2026-08-21T22:13:53.132203+00:00,0.1997111404643339,0.3134993770543267,0.3856836206772748,0.4243556997355293,0.4547694816308863,0.355604,"[0.1997111404643339, 0.3134993770543267, 0.3856836206772748, 0.4243556997355293, 0.4547694816308863]",1,139.54,0.12174,95.0,7378.0
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| 8 |
+
opt6_srif_lam0.10,opt6_sigma_delta.py,62febd8ddf82a115,9,2,--srif --srif-lam-init 0.10,near hard reset,2,False,32,16,100,7,1.600986649998945,0.4962825278810409,1.0560389359792073,0.553030303030303,0.553030303030303,1017407.1327771494,3.1260781288146973,86.0,2026-08-21T22:13:56.285735+00:00,0.20022046566009521,0.3183588893974529,0.3891081021112554,0.42577964067459106,0.4642496424562791,0.359543,"[0.20022046566009521, 0.3183588893974529, 0.3891081021112554, 0.42577964067459106, 0.4642496424562791]",,,,,
|
| 9 |
+
opt6_srif_lam0.10,opt6_sigma_delta.py,62febd8ddf82a115,9,2,--srif --srif-lam-init 0.10,near hard reset,2,False,32,16,100,8,1.653689548428617,0.4851301115241636,4.353137724327318,0.32196969696969696,0.553030303030303,1025313.600254525,3.125197649002075,89.2,2026-08-21T22:13:59.443546+00:00,0.2037382590420106,0.3185660050195806,0.3892710717285381,0.4271262831547681,0.4704663385363186,0.361834,"[0.2037382590420106, 0.3185660050195806, 0.3892710717285381, 0.4271262831547681, 0.4704663385363186]",1,126.87,0.11014,95.5,7378.0
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| 10 |
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opt6_srif_lam0.10,opt6_sigma_delta.py,62febd8ddf82a115,9,2,--srif --srif-lam-init 0.10,near hard reset,2,False,32,16,100,9,1.5845846026360324,0.5092936802973977,1.1042938521414092,0.5757575757575758,0.5757575757575758,1047643.5623585972,3.1313178539276123,92.3,2026-08-21T22:14:02.600853+00:00,0.20883109727326563,0.3287883523632498,0.39209164942012115,0.4252985943766201,0.4334535388385548,0.357693,"[0.20883109727326563, 0.3287883523632498, 0.39209164942012115, 0.4252985943766201, 0.4334535388385548]",1,121.46,0.10565,98.5,7378.0
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| 11 |
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opt6_srif_lam0.10,opt6_sigma_delta.py,62febd8ddf82a115,9,2,--srif --srif-lam-init 0.10,near hard reset,2,False,32,16,100,10,1.5602969347765898,0.5315985130111525,1.1418364842732747,0.5757575757575758,0.5757575757575758,1050699.1214649323,3.1102147102355957,95.4,2026-08-21T22:14:05.744287+00:00,0.20801569170811596,0.3345889484181124,0.3924212192787844,0.4149068997186773,0.4182699918746948,0.353641,"[0.20801569170811596, 0.3345889484181124, 0.3924212192787844, 0.4149068997186773, 0.4182699918746948]",,,,,
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| 12 |
+
opt6_srif_lam0.10,opt6_sigma_delta.py,62febd8ddf82a115,9,2,--srif --srif-lam-init 0.10,near hard reset,2,False,32,16,100,11,1.5251964388283654,0.5297397769516728,1.2449427698597764,0.5568181818181818,0.5757575757575758,1041710.6858031675,3.114234209060669,98.5,2026-08-21T22:14:08.884812+00:00,0.2045095203553929,0.3325132184168872,0.39301781969911914,0.41548121150802164,0.43672378799494577,0.356449,"[0.2045095203553929, 0.3325132184168872, 0.39301781969911914, 0.41548121150802164, 0.43672378799494577]",1,149.02,0.12891,95.0,7378.0
|
| 13 |
+
opt6_srif_lam0.10,opt6_sigma_delta.py,62febd8ddf82a115,9,2,--srif --srif-lam-init 0.10,near hard reset,2,False,32,16,100,12,1.5290388569069617,0.5185873605947955,1.0360466422456684,0.6022727272727273,0.6022727272727273,1038570.337245475,3.0903713703155518,101.6,2026-08-21T22:14:12.001567+00:00,0.20236199918915243,0.330733201083015,0.39647114101578207,0.42560702387024374,0.44790532133158517,0.360616,"[0.20236199918915243, 0.330733201083015, 0.39647114101578207, 0.42560702387024374, 0.44790532133158517]",1,130.43,0.11197,97.0,7378.0
|
| 14 |
+
opt6_srif_lam0.10,opt6_sigma_delta.py,62febd8ddf82a115,9,2,--srif --srif-lam-init 0.10,near hard reset,2,False,32,16,100,13,1.3967159162223561,0.6059479553903345,0.9294489585992062,0.5946969696969697,0.6022727272727273,1023174.0685803167,3.091172218322754,104.7,2026-08-21T22:14:15.126303+00:00,0.20146857903284185,0.3240090836496914,0.3851610737688401,0.42193973590345946,0.44044820876682506,0.354605,"[0.20146857903284185, 0.3240090836496914, 0.3851610737688401, 0.42193973590345946, 0.44044820876682506]",,,,,
|
| 15 |
+
opt6_srif_lam0.10,opt6_sigma_delta.py,62febd8ddf82a115,9,2,--srif --srif-lam-init 0.10,near hard reset,2,False,32,16,100,14,1.3207101910530856,0.6319702602230484,0.9334581367897264,0.625,0.625,1047670.5524604073,3.0872440338134766,107.8,2026-08-21T22:14:18.240698+00:00,0.2077876048929551,0.33286089756909537,0.38798968055669,0.4242462445707882,0.4620678600142984,0.36299,"[0.2077876048929551, 0.33286089756909537, 0.38798968055669, 0.4242462445707882, 0.4620678600142984]",1,131.68,0.11292,96.0,7378.0
|
| 16 |
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opt6_srif_lam0.10,opt6_sigma_delta.py,62febd8ddf82a115,9,2,--srif --srif-lam-init 0.10,near hard reset,2,False,32,16,100,15,1.3069499615842968,0.6282527881040892,1.121248104355552,0.5871212121212122,0.625,1053318.9645079186,3.0869393348693848,110.9,2026-08-21T22:14:21.359154+00:00,0.20773206475903006,0.3349272608757019,0.39232242282699137,0.43386493184987235,0.47007064608966603,0.367783,"[0.20773206475903006, 0.3349272608757019, 0.39232242282699137, 0.43386493184987235, 0.47007064608966603]",,,,,
|
| 17 |
+
opt6_srif_lam0.10,opt6_sigma_delta.py,62febd8ddf82a115,9,2,--srif --srif-lam-init 0.10,near hard reset,2,False,32,16,100,16,1.337176249372915,0.604089219330855,1.2102111180623372,0.571969696969697,0.625,1057245.3578902716,3.0851259231567383,114.0,2026-08-21T22:14:24.472361+00:00,0.20694120315944448,0.3390379074741812,0.39578614164801207,0.43004947374848757,0.46506013589746814,0.367375,"[0.20694120315944448, 0.3390379074741812, 0.39578614164801207, 0.43004947374848757, 0.46506013589746814]",1,126.45,0.10837,96.5,7378.0
|
| 18 |
+
opt6_srif_lam0.10,opt6_sigma_delta.py,62febd8ddf82a115,9,2,--srif --srif-lam-init 0.10,near hard reset,2,False,32,16,100,17,1.3107286993012552,0.637546468401487,0.96639329736883,0.6325757575757576,0.6325757575757576,1038980.1251414028,3.0659022331237793,117.0,2026-08-21T22:14:27.564522+00:00,0.20028598694240346,0.3338826175998239,0.3967897909529069,0.4340374417164746,0.4709510978530435,0.367189,"[0.20028598694240346, 0.3338826175998239, 0.3967897909529069, 0.4340374417164746, 0.4709510978530435]",1,144.48,0.12304,89.5,7378.0
|
| 19 |
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opt6_srif_lam0.10,opt6_sigma_delta.py,62febd8ddf82a115,9,2,--srif --srif-lam-init 0.10,near hard reset,2,False,32,16,100,18,1.221267644357504,0.6691449814126395,0.8308856017661818,0.696969696969697,0.696969696969697,1025984.2279411765,3.0718166828155518,120.1,2026-08-21T22:14:30.668101+00:00,0.19638886346536524,0.331890228916617,0.39306236715877757,0.4289048980264103,0.4581284680787255,0.361675,"[0.19638886346536524, 0.331890228916617, 0.39306236715877757, 0.4289048980264103, 0.4581284680787255]",,,,,
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| 20 |
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opt6_srif_lam0.10,opt6_sigma_delta.py,62febd8ddf82a115,9,2,--srif --srif-lam-init 0.10,near hard reset,2,False,32,16,100,19,1.2785263460364926,0.6338289962825279,0.7436085939407349,0.7196969696969697,0.7196969696969697,1015072.2419400451,3.0832624435424805,123.2,2026-08-21T22:14:33.782662+00:00,0.1975351756109911,0.32636915410266204,0.3808346110231736,0.42030736453392925,0.4594474732875824,0.356899,"[0.1975351756109911, 0.32636915410266204, 0.3808346110231736, 0.42030736453392925, 0.4594474732875824]",1,126.73,0.10854,95.5,7378.0
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| 21 |
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opt6_srif_lam0.10,opt6_sigma_delta.py,62febd8ddf82a115,9,2,--srif --srif-lam-init 0.10,near hard reset,2,False,32,16,100,20,1.1952039074277345,0.6951672862453532,0.8926743503772852,0.6931818181818182,0.7196969696969697,1005821.9194004525,3.0808329582214355,126.3,2026-08-21T22:14:36.895239+00:00,0.19827790821299834,0.31655790525324207,0.37884262730093565,0.4240291521829717,0.46382538185400124,0.356307,"[0.19827790821299834, 0.31655790525324207, 0.37884262730093565, 0.4240291521829717, 0.46382538185400124]",,,,,
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| 22 |
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opt6_srif_lam0.10,opt6_sigma_delta.py,62febd8ddf82a115,9,2,--srif --srif-lam-init 0.10,near hard reset,2,False,32,16,100,21,1.222388988977028,0.6933085501858736,0.9384724172678861,0.6401515151515151,0.7196969696969697,1020838.1121323529,3.0842461585998535,129.3,2026-08-21T22:14:40.005758+00:00,0.20465925072922425,0.31608134332825155,0.38034216446035046,0.4346175649586846,0.4589822695535772,0.358937,"[0.20465925072922425, 0.31608134332825155, 0.38034216446035046, 0.4346175649586846, 0.4589822695535772]",1,125.64,0.10764,96.0,7378.0
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| 23 |
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opt6_srif_lam0.10,opt6_sigma_delta.py,62febd8ddf82a115,9,2,--srif --srif-lam-init 0.10,near hard reset,2,False,32,16,100,22,1.1186389160865302,0.7546468401486989,0.6579605702197913,0.7424242424242424,0.7424242424242424,1030547.0528846153,3.0753400325775146,132.4,2026-08-21T22:14:43.107392+00:00,0.20739505746785333,0.31835609148530397,0.3821638559593874,0.43876907229423523,0.4695531235021703,0.363247,"[0.20739505746785333, 0.31835609148530397, 0.3821638559593874, 0.43876907229423523, 0.4695531235021703]",1,118.3,0.10106,98.5,7378.0
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| 24 |
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opt6_srif_lam0.10,opt6_sigma_delta.py,62febd8ddf82a115,9,2,--srif --srif-lam-init 0.10,near hard reset,2,False,32,16,100,23,1.0379082766607348,0.7806691449814126,0.6005404248382106,0.7992424242424242,0.7992424242424242,1010151.9953337103,3.0696170330047607,135.5,2026-08-21T22:14:46.208307+00:00,0.20559867515283473,0.30887888459598317,0.36902201701613035,0.4398232943871442,0.4770624164272757,0.360077,"[0.20559867515283473, 0.30887888459598317, 0.36902201701613035, 0.4398232943871442, 0.4770624164272757]",,,,,
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| 25 |
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opt6_srif_lam0.10,opt6_sigma_delta.py,62febd8ddf82a115,9,2,--srif --srif-lam-init 0.10,near hard reset,2,False,32,16,100,24,0.9908882171247971,0.8271375464684015,0.8788268602255619,0.7083333333333334,0.7992424242424242,1003282.4029977376,3.0809738636016846,138.6,2026-08-21T22:14:49.321950+00:00,0.20579012527185328,0.3040955347173354,0.36442311546381784,0.441102592384114,0.47554989772684436,0.358192,"[0.20579012527185328, 0.3040955347173354, 0.36442311546381784, 0.441102592384114, 0.47554989772684436]",2,65.56,0.0561,96.0,3689.0
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| 26 |
+
opt6_srif_lam0.10,opt6_sigma_delta.py,62febd8ddf82a115,9,2,--srif --srif-lam-init 0.10,near hard reset,2,False,32,16,100,25,1.0412463322004863,0.7769516728624535,0.6474918343804099,0.8106060606060606,0.8106060606060606,1003282.3061368779,3.096635580062866,141.7,2026-08-21T22:14:52.445064+00:00,0.20532790615278132,0.3065217593136956,0.36238373728359446,0.4370453392758089,0.478784640045727,0.358013,"[0.20532790615278132, 0.3065217593136956, 0.36238373728359446, 0.4370453392758089, 0.478784640045727]",,,,,
|
| 27 |
+
opt6_srif_lam0.10,opt6_sigma_delta.py,62febd8ddf82a115,9,2,--srif --srif-lam-init 0.10,near hard reset,2,False,32,16,100,26,0.9646442246702968,0.8308550185873605,1.0160221620039507,0.678030303030303,0.8106060606060606,997386.9325509049,3.078766345977783,144.7,2026-08-21T22:14:55.554517+00:00,0.20308958169292002,0.307620751507142,0.35761835119303537,0.4382234583882725,0.47770212853656097,0.356851,"[0.20308958169292002, 0.307620751507142, 0.35761835119303537, 0.4382234583882725, 0.47770212853656097]",1,125.5,0.10733,95.5,7378.0
|
| 28 |
+
opt6_srif_lam0.10,opt6_sigma_delta.py,62febd8ddf82a115,9,2,--srif --srif-lam-init 0.10,near hard reset,2,False,32,16,100,27,0.9758466954124905,0.8215613382899628,0.6856893246824091,0.7727272727272727,0.8106060606060606,998096.1703902716,3.082141876220703,147.8,2026-08-21T22:14:58.661875+00:00,0.20410818299826453,0.30561911183245044,0.3578993064515731,0.4419729832340689,0.4818623749648823,0.358292,"[0.20410818299826453, 0.30561911183245044, 0.3578993064515731, 0.4419729832340689, 0.4818623749648823]",1,118.49,0.10145,96.5,7378.0
|
| 29 |
+
opt6_srif_lam0.10,opt6_sigma_delta.py,62febd8ddf82a115,9,2,--srif --srif-lam-init 0.10,near hard reset,2,False,32,16,100,28,1.028653319218788,0.8122676579925651,0.8645107854496349,0.7007575757575758,0.8106060606060606,1004760.8611425338,3.0940356254577637,150.9,2026-08-21T22:15:01.781846+00:00,0.20476825272335725,0.30558306855313916,0.3648290949709275,0.45429157158907724,0.4903623146169326,0.363967,"[0.20476825272335725, 0.30558306855313916, 0.3648290949709275, 0.45429157158907724, 0.4903623146169326]",,,,,
|
| 30 |
+
opt6_srif_lam0.10,opt6_sigma_delta.py,62febd8ddf82a115,9,2,--srif --srif-lam-init 0.10,near hard reset,2,False,32,16,100,29,0.9300347056973822,0.845724907063197,0.7387478189034895,0.7537878787878788,0.8106060606060606,1006084.1139705882,3.1036746501922607,154.0,2026-08-21T22:15:04.913001+00:00,0.20522180287276998,0.30591093442019296,0.3647172906819512,0.45490259458036986,0.49127206031013937,0.364405,"[0.20522180287276998, 0.30591093442019296, 0.3647172906819512, 0.45490259458036986, 0.49127206031013937]",1,126.12,0.10873,95.5,7378.0
|
| 31 |
+
opt6_srif_lam0.10,opt6_sigma_delta.py,62febd8ddf82a115,9,2,--srif --srif-lam-init 0.10,near hard reset,2,False,32,16,100,30,0.9615116411868524,0.8215613382899628,0.6077634457385901,0.8333333333333334,0.8333333333333334,1002663.4117647059,3.0918197631835938,157.1,2026-08-21T22:15:08.033512+00:00,0.20720814694376552,0.29976503638660207,0.36139004896668825,0.4598320915418513,0.48599350277115316,0.362838,"[0.20720814694376552, 0.29976503638660207, 0.36139004896668825, 0.4598320915418513, 0.48599350277115316]",1,132.98,0.11421,91.0,7378.0
|
| 32 |
+
opt6_srif_lam0.10,opt6_sigma_delta.py,62febd8ddf82a115,9,2,--srif --srif-lam-init 0.10,near hard reset,2,False,32,16,100,31,0.9892626353799189,0.8197026022304833,0.5795058951233373,0.7916666666666666,0.8333333333333334,987771.4403280544,3.1094155311584473,160.2,2026-08-21T22:15:11.193511+00:00,0.20706885614815881,0.2919623658937566,0.3497537462150349,0.457363766782424,0.4868297839865965,0.358596,"[0.20706885614815881, 0.2919623658937566, 0.3497537462150349, 0.457363766782424, 0.4868297839865965]",,,,,
|
| 33 |
+
opt6_srif_lam0.10,opt6_sigma_delta.py,62febd8ddf82a115,9,2,--srif --srif-lam-init 0.10,near hard reset,2,False,32,16,100,32,0.920551596964159,0.8420074349442379,0.6089161562197136,0.8068181818181818,0.8333333333333334,991641.101668552,3.1062140464782715,163.3,2026-08-21T22:15:14.325669+00:00,0.20724471526987412,0.2952117516713984,0.34951918791322145,0.45907271784894604,0.48594014960176807,0.359398,"[0.20724471526987412, 0.2952117516713984, 0.34951918791322145, 0.45907271784894604, 0.48594014960176807]",1,131.26,0.11326,97.0,7378.0
|
| 34 |
+
opt6_srif_lam0.10,opt6_sigma_delta.py,62febd8ddf82a115,9,2,--srif --srif-lam-init 0.10,near hard reset,2,False,32,16,100,33,0.8849806599457468,0.8698884758364313,0.5382753610610962,0.8409090909090909,0.8409090909090909,982510.8064196833,3.1066794395446777,166.4,2026-08-21T22:15:17.456358+00:00,0.20557867691797369,0.2917195786448086,0.3459673348595114,0.457990148488213,0.48953784038038817,0.358159,"[0.20557867691797369, 0.2917195786448086, 0.3459673348595114, 0.457990148488213, 0.48953784038038817]",,,,,
|
| 35 |
+
opt6_srif_lam0.10,opt6_sigma_delta.py,62febd8ddf82a115,9,2,--srif --srif-lam-init 0.10,near hard reset,2,False,32,16,100,34,0.8822132743424199,0.8568773234200744,0.5508821281519803,0.821969696969697,0.8409090909090909,981735.5072115385,3.1100730895996094,169.6,2026-08-21T22:15:20.599844+00:00,0.20515803554478815,0.2913580975111793,0.34667765568284425,0.4591183276737438,0.4854070579304415,0.357544,"[0.20515803554478815, 0.2913580975111793, 0.34667765568284425, 0.4591183276737438, 0.4854070579304415]",1,130.24,0.11252,97.0,7378.0
|
| 36 |
+
opt6_srif_lam0.10,opt6_sigma_delta.py,62febd8ddf82a115,9,2,--srif --srif-lam-init 0.10,near hard reset,2,False,32,16,100,35,0.8705375207844277,0.8698884758364313,0.6933633396119783,0.8068181818181818,0.8409090909090909,970453.2716346154,3.1070711612701416,172.7,2026-08-21T22:15:23.732207+00:00,0.20210011040463166,0.28618259990916534,0.34604134805062237,0.4655952944475062,0.4905298685326296,0.35809,"[0.20210011040463166, 0.28618259990916534, 0.34604134805062237, 0.4655952944475062, 0.4905298685326296]",1,113.8,0.09822,98.5,7378.0
|
| 37 |
+
opt6_srif_lam0.10,opt6_sigma_delta.py,62febd8ddf82a115,9,2,--srif --srif-lam-init 0.10,near hard reset,2,False,32,16,100,36,0.836844913578388,0.895910780669145,0.9561320127862872,0.6818181818181818,0.8409090909090909,975599.9782239819,3.1047463417053223,175.8,2026-08-21T22:15:26.862056+00:00,0.201698717825553,0.29129908190054055,0.3467786767903496,0.4675530423136318,0.4881511891589445,0.359096,"[0.201698717825553, 0.29129908190054055, 0.3467786767903496, 0.4675530423136318, 0.4881511891589445]",,,,,
|
| 38 |
+
opt6_srif_lam0.10,opt6_sigma_delta.py,62febd8ddf82a115,9,2,--srif --srif-lam-init 0.10,near hard reset,2,False,32,16,100,37,0.829247912952891,0.9182156133828996,0.5722495949629581,0.8371212121212122,0.8409090909090909,972071.4266119909,3.109854221343994,178.9,2026-08-21T22:15:29.997386+00:00,0.2009510941365186,0.28767408342922435,0.3488091458292568,0.4732680303208968,0.49147456709076376,0.360435,"[0.2009510941365186, 0.28767408342922435, 0.3488091458292568, 0.4732680303208968, 0.49147456709076376]",1,135.64,0.11717,97.0,7378.0
|
| 39 |
+
opt6_srif_lam0.10,opt6_sigma_delta.py,62febd8ddf82a115,9,2,--srif --srif-lam-init 0.10,near hard reset,2,False,32,16,100,38,0.8009812694499927,0.9052044609665427,0.47017748608733667,0.8674242424242424,0.8674242424242424,976963.0035350679,3.109985113143921,182.0,2026-08-21T22:15:33.131361+00:00,0.2025258918018902,0.28738823708365946,0.35104068587808046,0.47856908686020794,0.4943852319436915,0.362782,"[0.2025258918018902, 0.28738823708365946, 0.35104068587808046, 0.47856908686020794, 0.4943852319436915]",1,138.0,0.11922,96.0,7378.0
|
| 40 |
+
opt6_srif_lam0.10,opt6_sigma_delta.py,62febd8ddf82a115,9,2,--srif --srif-lam-init 0.10,near hard reset,2,False,32,16,100,39,0.8201955891453201,0.9107806691449815,0.6957191481734767,0.7878787878787878,0.8674242424242424,980493.5569852941,3.1062114238739014,185.1,2026-08-21T22:15:36.268812+00:00,0.20586312167784748,0.28718165089102354,0.34477218810249777,0.4787445331321043,0.4958622280289145,0.362485,"[0.20586312167784748, 0.28718165089102354, 0.34477218810249777, 0.4787445331321043, 0.4958622280289145]",,,,,
|
| 41 |
+
opt6_srif_lam0.10,opt6_sigma_delta.py,62febd8ddf82a115,9,2,--srif --srif-lam-init 0.10,near hard reset,2,False,32,16,100,40,0.832136105205933,0.9014869888475836,0.4365424902150125,0.875,0.875,967538.0460972851,3.094379186630249,188.2,2026-08-21T22:15:39.389549+00:00,0.20192934923312245,0.2838330619475421,0.3424634565325344,0.4787338639006895,0.49792057626387654,0.360976,"[0.20192934923312245, 0.2838330619475421, 0.3424634565325344, 0.4787338639006895, 0.49792057626387654]",1,122.27,0.1051,96.5,7378.0
|
| 42 |
+
opt6_srif_lam0.10,opt6_sigma_delta.py,62febd8ddf82a115,9,2,--srif --srif-lam-init 0.10,near hard reset,2,False,32,16,100,41,0.809163851365724,0.9163568773234201,0.4411658193125869,0.8409090909090909,0.875,960762.3115101809,3.1093029975891113,191.3,2026-08-21T22:15:42.534526+00:00,0.19970771407379823,0.28438500271124,0.33818112576709075,0.4755367601619047,0.4942043353529537,0.358403,"[0.19970771407379823, 0.28438500271124, 0.33818112576709075, 0.4755367601619047, 0.4942043353529537]",,,,,
|
| 43 |
+
opt6_srif_lam0.10,opt6_sigma_delta.py,62febd8ddf82a115,9,2,--srif --srif-lam-init 0.10,near hard reset,2,False,32,16,100,42,0.804152960670925,0.912639405204461,0.42905035163417005,0.875,0.875,960088.4615384615,3.0938682556152344,194.4,2026-08-21T22:15:45.656299+00:00,0.19930075985543869,0.28442411562975717,0.337782307582743,0.47800781271036935,0.4970592505791608,0.359315,"[0.19930075985543869, 0.28442411562975717, 0.337782307582743, 0.47800781271036935, 0.4970592505791608]",1,135.92,0.11681,96.0,7378.0
|
| 44 |
+
opt6_srif_lam0.10,opt6_sigma_delta.py,62febd8ddf82a115,9,2,--srif --srif-lam-init 0.10,near hard reset,2,False,32,16,100,43,0.769094144987794,0.9256505576208178,0.4491731741211631,0.875,0.875,958469.1783088235,3.103689432144165,197.5,2026-08-21T22:15:48.787189+00:00,0.19955393233719995,0.28191403431050915,0.3388620737720938,0.47725756203427033,0.49875109335955453,0.359268,"[0.19955393233719995, 0.28191403431050915, 0.3388620737720938, 0.47725756203427033, 0.49875109335955453]",1,141.32,0.12184,91.0,7378.0
|
| 45 |
+
opt6_srif_lam0.10,opt6_sigma_delta.py,62febd8ddf82a115,9,2,--srif --srif-lam-init 0.10,near hard reset,2,False,32,16,100,44,0.7716705901028942,0.9144981412639405,0.4004591211225047,0.8977272727272727,0.8977272727272727,950204.6729355203,3.10440731048584,200.6,2026-08-21T22:15:51.917331+00:00,0.19836284395526438,0.2782938673215754,0.3350672879639794,0.4774114033755134,0.4986206503475414,0.357551,"[0.19836284395526438, 0.2782938673215754, 0.3350672879639794, 0.4774114033755134, 0.4986206503475414]",,,,,
|
| 46 |
+
opt6_srif_lam0.10,opt6_sigma_delta.py,62febd8ddf82a115,9,2,--srif --srif-lam-init 0.10,near hard reset,2,False,32,16,100,45,0.7824977760421299,0.9200743494423792,0.43595665151422675,0.8560606060606061,0.8977272727272727,948966.4937782806,3.0913946628570557,203.7,2026-08-21T22:15:55.038545+00:00,0.20011519509203293,0.2759526161586537,0.33052535793360543,0.4767162852427539,0.5003192459835726,0.356726,"[0.20011519509203293, 0.2759526161586537, 0.33052535793360543, 0.4767162852427539, 0.5003192459835726]",1,128.88,0.11067,96.0,7378.0
|
| 47 |
+
opt6_srif_lam0.10,opt6_sigma_delta.py,62febd8ddf82a115,9,2,--srif --srif-lam-init 0.10,near hard reset,2,False,32,16,100,46,0.7513015192680642,0.9256505576208178,0.439803679784139,0.8598484848484849,0.8977272727272727,954069.3388009049,3.091719150543213,206.8,2026-08-21T22:15:58.158367+00:00,0.19947898212601156,0.2771368359818178,0.33743342757225037,0.4885356250931235,0.5033798919004553,0.361193,"[0.19947898212601156, 0.2771368359818178, 0.33743342757225037, 0.4885356250931235, 0.5033798919004553]",,,,,
|
| 48 |
+
opt6_srif_lam0.10,opt6_sigma_delta.py,62febd8ddf82a115,9,2,--srif --srif-lam-init 0.10,near hard reset,2,False,32,16,100,47,0.7454606640294582,0.9405204460966543,0.4196596633304249,0.8901515151515151,0.8977272727272727,949874.5074943439,3.085075616836548,209.9,2026-08-21T22:16:01.271586+00:00,0.1988593190908432,0.2758207812028773,0.33450424846480875,0.4885070446659537,0.5063322607208701,0.360805,"[0.1988593190908432, 0.2758207812028773, 0.33450424846480875, 0.4885070446659537, 0.5063322607208701]",1,135.19,0.11585,96.5,7378.0
|
| 49 |
+
opt6_srif_lam0.10,opt6_sigma_delta.py,62febd8ddf82a115,9,2,--srif --srif-lam-init 0.10,near hard reset,2,False,32,16,100,48,0.7073385476179725,0.9553903345724907,0.38183833252299915,0.8825757575757576,0.8977272727272727,953734.1941459277,3.091826915740967,213.0,2026-08-21T22:16:04.403188+00:00,0.1990983494940926,0.28005459904670715,0.3339029147344477,0.4829702061765334,0.5014475829461041,0.359495,"[0.1990983494940926, 0.28005459904670715, 0.3339029147344477, 0.4829702061765334, 0.5014475829461041]",1,117.83,0.1012,99.0,7378.0
|
| 50 |
+
opt6_srif_lam0.10,opt6_sigma_delta.py,62febd8ddf82a115,9,2,--srif --srif-lam-init 0.10,near hard reset,2,False,32,16,100,49,0.7366899229780006,0.9349442379182156,0.4234398946617589,0.8712121212121212,0.8977272727272727,957461.664734163,3.0909080505371094,216.0,2026-08-21T22:16:07.518415+00:00,0.20125324673512401,0.2795776689753813,0.33234992272713604,0.48698369545095105,0.5010684956522549,0.360247,"[0.20125324673512401, 0.2795776689753813, 0.33234992272713604, 0.48698369545095105, 0.5010684956522549]",,,,,
|
| 51 |
+
opt6_srif_lam0.10,opt6_sigma_delta.py,62febd8ddf82a115,9,2,--srif --srif-lam-init 0.10,near hard reset,2,False,32,16,100,50,0.6969556396335475,0.9646840148698885,0.35587864888436865,0.9090909090909091,0.9090909090909091,947215.2813914027,3.0949831008911133,219.1,2026-08-21T22:16:10.639113+00:00,0.1989064023775213,0.2751476361471064,0.33119633267907533,0.4865778000915752,0.4985536266775692,0.358076,"[0.1989064023775213, 0.2751476361471064, 0.33119633267907533, 0.4865778000915752, 0.4985536266775692]",1,131.31,0.11289,96.5,7378.0
|
| 52 |
+
opt6_srif_lam0.10,opt6_sigma_delta.py,62febd8ddf82a115,9,2,--srif --srif-lam-init 0.10,near hard reset,2,False,32,16,100,51,0.7127893456295964,0.9628252788104089,0.41186019055771106,0.8712121212121212,0.9090909090909091,951204.7533936652,3.104836940765381,222.2,2026-08-21T22:16:13.777840+00:00,0.20060517595094793,0.2751184509080999,0.3315828758127549,0.48855772088555727,0.49793483579860015,0.35876,"[0.20060517595094793, 0.2751184509080999, 0.3315828758127549, 0.48855772088555727, 0.49793483579860015]",,,,,
|
| 53 |
+
opt6_srif_lam0.10,opt6_sigma_delta.py,62febd8ddf82a115,9,2,--srif --srif-lam-init 0.10,near hard reset,2,False,32,16,100,52,0.7076619659657815,0.9535315985130112,0.3428040146827698,0.9090909090909091,0.9090909090909091,958861.2386877828,3.096470832824707,225.3,2026-08-21T22:16:16.899285+00:00,0.2029041183345458,0.27638670802116394,0.33308374355821047,0.4937565168913673,0.5024474473560557,0.361716,"[0.2029041183345458, 0.27638670802116394, 0.33308374355821047, 0.4937565168913673, 0.5024474473560557]",1,137.81,0.11853,96.0,7378.0
|
| 54 |
+
opt6_srif_lam0.10,opt6_sigma_delta.py,62febd8ddf82a115,9,2,--srif --srif-lam-init 0.10,near hard reset,2,False,32,16,100,53,0.7004467395158506,0.9591078066914498,0.3188174574664145,0.9356060606060606,0.9356060606060606,947413.3454468326,3.0964486598968506,228.4,2026-08-21T22:16:20.022654+00:00,0.19991760481806362,0.2734303123810712,0.32866809122702656,0.495407058912165,0.5042377324665294,0.360332,"[0.19991760481806362, 0.2734303123810712, 0.32866809122702656, 0.495407058912165, 0.5042377324665294]",1,130.95,0.11263,96.5,7378.0
|
| 55 |
+
opt6_srif_lam0.10,opt6_sigma_delta.py,62febd8ddf82a115,9,2,--srif --srif-lam-init 0.10,near hard reset,2,False,32,16,100,54,0.6903974196724733,0.9646840148698885,0.5179272962338997,0.8333333333333334,0.9356060606060606,944688.1801470588,3.1046109199523926,231.5,2026-08-21T22:16:23.158212+00:00,0.1988192700287875,0.27221449683694277,0.3302668140215032,0.4956319156815024,0.5023678576245028,0.35986,"[0.1988192700287875, 0.27221449683694277, 0.3302668140215032, 0.4956319156815024, 0.5023678576245028]",,,,,
|
| 56 |
+
opt6_srif_lam0.10,opt6_sigma_delta.py,62febd8ddf82a115,9,2,--srif --srif-lam-init 0.10,near hard reset,2,False,32,16,100,55,0.7079912647881915,0.9312267657992565,0.3920742119803573,0.8901515151515151,0.9356060606060606,956399.2985011311,3.0947229862213135,234.6,2026-08-21T22:16:26.280629+00:00,0.20110711542999044,0.27588576429030476,0.3349370588274563,0.5001759143436656,0.5046598174992729,0.363353,"[0.20110711542999044, 0.27588576429030476, 0.3349370588274563, 0.5001759143436656, 0.5046598174992729]",1,130.3,0.11201,96.5,7378.0
|
| 57 |
+
opt6_srif_lam0.10,opt6_sigma_delta.py,62febd8ddf82a115,9,2,--srif --srif-lam-init 0.10,near hard reset,2,False,32,16,100,56,0.7039513056163008,0.949814126394052,0.33135671868468775,0.9090909090909091,0.9356060606060606,948098.319004525,3.091538906097412,237.7,2026-08-21T22:16:29.399102+00:00,0.198218930293532,0.2739629394867841,0.334840352044386,0.49898193513645844,0.5021343511693618,0.361628,"[0.198218930293532, 0.2739629394867841, 0.334840352044386, 0.49898193513645844, 0.5021343511693618]",1,114.32,0.09817,98.5,7378.0
|
| 58 |
+
opt6_srif_lam0.10,opt6_sigma_delta.py,62febd8ddf82a115,9,2,--srif --srif-lam-init 0.10,near hard reset,2,False,32,16,100,57,0.6907481938932908,0.966542750929368,0.29170739199175977,0.928030303030303,0.9356060606060606,955488.9169966064,3.1064186096191406,240.8,2026-08-21T22:16:32.532733+00:00,0.19887695242376888,0.27689966033486757,0.33884551244623523,0.5048572386012358,0.509693889056935,0.365835,"[0.19887695242376888, 0.27689966033486757, 0.33884551244623523, 0.5048572386012358, 0.509693889056935]",,,,,
|
| 59 |
+
opt6_srif_lam0.10,opt6_sigma_delta.py,62febd8ddf82a115,9,2,--srif --srif-lam-init 0.10,near hard reset,2,False,32,16,100,58,0.6960245242349277,0.9572490706319703,0.32687896580407116,0.9053030303030303,0.9356060606060606,952422.7153563348,3.092660665512085,243.9,2026-08-21T22:16:35.652122+00:00,0.1986210188444923,0.2752182413549984,0.3372318306389977,0.5057915028403787,0.5044666143024669,0.364266,"[0.1986210188444923, 0.2752182413549984, 0.3372318306389977, 0.5057915028403787, 0.5044666143024669]",1,124.85,0.10726,96.5,7378.0
|
| 60 |
+
opt6_srif_lam0.10,opt6_sigma_delta.py,62febd8ddf82a115,9,2,--srif --srif-lam-init 0.10,near hard reset,2,False,32,16,100,59,0.6856718240617377,0.9758364312267658,0.3178449002179233,0.8977272727272727,0.9356060606060606,946245.2268099547,3.101397752761841,247.0,2026-08-21T22:16:38.777886+00:00,0.1975453618694754,0.2739315348512986,0.33297111882882957,0.5029239058494568,0.5089995089699241,0.363274,"[0.1975453618694754, 0.2739315348512986, 0.33297111882882957, 0.5029239058494568, 0.5089995089699241]",,,,,
|
| 61 |
+
opt6_srif_lam0.10,opt6_sigma_delta.py,62febd8ddf82a115,9,2,--srif --srif-lam-init 0.10,near hard reset,2,False,32,16,100,60,0.6573695309986413,0.9795539033457249,0.3399599027453047,0.9128787878787878,0.9356060606060606,954306.0353506787,3.104290723800659,250.1,2026-08-21T22:16:41.909196+00:00,0.19968624763629017,0.2751080919714535,0.33619807047002453,0.5077881742926205,0.5099287594065947,0.365742,"[0.19968624763629017, 0.2751080919714535, 0.33619807047002453, 0.5077881742926205, 0.5099287594065947]",1,136.51,0.11771,95.5,7378.0
|
| 62 |
+
opt6_srif_lam0.10,opt6_sigma_delta.py,62febd8ddf82a115,9,2,--srif --srif-lam-init 0.10,near hard reset,2,False,32,16,100,61,0.6799747330105438,0.9572490706319703,0.3743382322065758,0.9166666666666666,0.9356060606060606,945663.8207013574,3.1045033931732178,253.2,2026-08-21T22:16:45.046256+00:00,0.19828534652205074,0.27152086706722484,0.3333120363600114,0.5044217249926399,0.5113114399068496,0.36377,"[0.19828534652205074, 0.27152086706722484, 0.3333120363600114, 0.5044217249926399, 0.5113114399068496]",1,109.24,0.0942,96.0,7378.0
|
| 63 |
+
opt6_srif_lam0.10,opt6_sigma_delta.py,62febd8ddf82a115,9,2,--srif --srif-lam-init 0.10,near hard reset,2,False,32,16,100,62,0.6595262831914823,0.9758364312267658,0.3216446683262334,0.9128787878787878,0.9356060606060606,953217.5366233032,3.0927672386169434,256.3,2026-08-21T22:16:48.166014+00:00,0.20002337764291203,0.27455055187730226,0.3336912972085616,0.5082651867586023,0.5149002075195312,0.366286,"[0.20002337764291203, 0.27455055187730226, 0.3336912972085616, 0.5082651867586023, 0.5149002075195312]",,,,,
|
| 64 |
+
opt6_srif_lam0.10,opt6_sigma_delta.py,62febd8ddf82a115,9,2,--srif --srif-lam-init 0.10,near hard reset,2,False,32,16,100,63,0.6548554210414673,0.9739776951672863,0.3030446406566735,0.9242424242424242,0.9356060606060606,953811.5889423076,3.096923589706421,259.4,2026-08-21T22:16:51.288361+00:00,0.2004709375255248,0.274573135025361,0.33264680469737334,0.509711305884754,0.5136963514720693,0.36622,"[0.2004709375255248, 0.274573135025361, 0.33264680469737334, 0.509711305884754, 0.5136963514720693]",1,125.8,0.10822,95.5,7378.0
|
| 65 |
+
opt6_srif_lam0.10,opt6_sigma_delta.py,62febd8ddf82a115,9,2,--srif --srif-lam-init 0.10,near hard reset,2,False,32,16,100,64,0.6548946872076581,0.9758364312267658,0.3374483562780149,0.9204545454545454,0.9356060606060606,946586.6472002262,3.0929903984069824,262.5,2026-08-21T22:16:54.413447+00:00,0.19899746775627136,0.27143152847009544,0.33140480868956623,0.5081919747240403,0.5148895242634941,0.364983,"[0.19899746775627136, 0.27143152847009544, 0.33140480868956623, 0.5081919747240403, 0.5148895242634941]",1,140.03,0.12031,97.0,7378.0
|
| 66 |
+
opt6_srif_lam0.10,opt6_sigma_delta.py,62febd8ddf82a115,9,2,--srif --srif-lam-init 0.10,near hard reset,2,False,32,16,100,65,0.6282021666991223,0.9925650557620818,0.33054002306678076,0.9356060606060606,0.9356060606060606,941835.2845022625,3.0989913940429688,265.6,2026-08-21T22:16:57.538489+00:00,0.1975025920306935,0.2700921174357919,0.3308631497270921,0.5085580173660728,0.5178187805063584,0.364967,"[0.1975025920306935, 0.2700921174357919, 0.3308631497270921, 0.5085580173660728, 0.5178187805063584]",,,,,
|
| 67 |
+
opt6_srif_lam0.10,opt6_sigma_delta.py,62febd8ddf82a115,9,2,--srif --srif-lam-init 0.10,near hard reset,2,False,32,16,100,66,0.6511860458824271,0.966542750929368,0.31670717398325604,0.9318181818181818,0.9356060606060606,951929.6603506787,3.0972847938537598,268.7,2026-08-21T22:17:00.663278+00:00,0.2005692308439928,0.27363017026115866,0.33115530364653645,0.5072909348151263,0.5136316243339988,0.365255,"[0.2005692308439928, 0.27363017026115866, 0.33115530364653645, 0.5072909348151263, 0.5136316243339988]",1,122.05,0.10501,95.5,7378.0
|
| 68 |
+
opt6_srif_lam0.10,opt6_sigma_delta.py,62febd8ddf82a115,9,2,--srif --srif-lam-init 0.10,near hard reset,2,False,32,16,100,67,0.6233295833754273,0.9907063197026023,0.2924883234681505,0.9166666666666666,0.9356060606060606,944472.7963800905,3.1091067790985107,271.8,2026-08-21T22:17:03.798603+00:00,0.19932560710345998,0.26989468230920677,0.32937763017766614,0.5071573432754067,0.5157922962132622,0.36431,"[0.19932560710345998, 0.26989468230920677, 0.32937763017766614, 0.5071573432754067, 0.5157922962132622]",,,,,
|
| 69 |
+
opt6_srif_lam0.10,opt6_sigma_delta.py,62febd8ddf82a115,9,2,--srif --srif-lam-init 0.10,near hard reset,2,False,32,16,100,68,0.6471303258243547,0.9739776951672863,0.34539777717807074,0.9053030303030303,0.9356060606060606,945516.1508766968,3.0963025093078613,274.9,2026-08-21T22:17:06.923519+00:00,0.19883174493032343,0.27000436186790466,0.33216187533210306,0.5109752136118272,0.516350690056296,0.365665,"[0.19883174493032343, 0.27000436186790466, 0.33216187533210306, 0.5109752136118272, 0.516350690056296]",1,124.52,0.1071,96.0,7378.0
|
| 70 |
+
opt6_srif_lam0.10,opt6_sigma_delta.py,62febd8ddf82a115,9,2,--srif --srif-lam-init 0.10,near hard reset,2,False,32,16,100,69,0.6274027447718227,0.9814126394052045,0.2665559161793102,0.9318181818181818,0.9356060606060606,942740.85364819,3.091660499572754,278.0,2026-08-21T22:17:10.040533+00:00,0.19886929497999303,0.2689710189314449,0.32939110608661876,0.5086055958972258,0.5153703128590303,0.364241,"[0.19886929497999303, 0.2689710189314449, 0.32939110608661876, 0.5086055958972258, 0.5153703128590303]",1,112.07,0.09625,98.5,7378.0
|
| 71 |
+
opt6_srif_lam0.10,opt6_sigma_delta.py,62febd8ddf82a115,9,2,--srif --srif-lam-init 0.10,near hard reset,2,False,32,16,100,70,0.6323300721920113,0.9795539033457249,0.2833105045737642,0.946969696969697,0.946969696969697,952070.3953619909,3.0976390838623047,281.1,2026-08-21T22:17:13.163735+00:00,0.20082015588003047,0.27261093609473286,0.33149055523030896,0.5109996129484737,0.5162520618999705,0.366435,"[0.20082015588003047, 0.27261093609473286, 0.33149055523030896, 0.5109996129484737, 0.5162520618999705]",,,,,
|
| 72 |
+
opt6_srif_lam0.10,opt6_sigma_delta.py,62febd8ddf82a115,9,2,--srif --srif-lam-init 0.10,near hard reset,2,False,32,16,100,71,0.6155269668891085,0.9925650557620818,0.2769365102955789,0.928030303030303,0.946969696969697,942219.5410067873,3.104236602783203,284.2,2026-08-21T22:17:16.299318+00:00,0.19821271300315857,0.26948632036938386,0.3298508980694939,0.5092047803542193,0.514863322762882,0.364324,"[0.19821271300315857, 0.26948632036938386, 0.3298508980694939, 0.5092047803542193, 0.514863322762882]",1,132.33,0.11411,96.0,7378.0
|
| 73 |
+
opt6_srif_lam0.10,opt6_sigma_delta.py,62febd8ddf82a115,9,2,--srif --srif-lam-init 0.10,near hard reset,2,False,32,16,100,72,0.6296640191379533,0.9776951672862454,0.29307880907347705,0.9166666666666666,0.946969696969697,949351.5264423076,3.0950610637664795,287.3,2026-08-21T22:17:19.421941+00:00,0.1999945474021575,0.2713933709789725,0.3316025523578419,0.5128272070604212,0.5151492497500252,0.366193,"[0.1999945474021575, 0.2713933709789725, 0.3316025523578419, 0.5128272070604212, 0.5151492497500252]",,,,,
|
| 74 |
+
opt6_srif_lam0.10,opt6_sigma_delta.py,62febd8ddf82a115,9,2,--srif --srif-lam-init 0.10,near hard reset,2,False,32,16,100,73,0.6191699792904481,0.9888475836431226,0.3157168545506217,0.9318181818181818,0.946969696969697,953039.3870192309,3.101597785949707,290.4,2026-08-21T22:17:22.549262+00:00,0.2008914211217095,0.272428489783231,0.33277296844650717,0.5135137999759001,0.5173246124211479,0.367386,"[0.2008914211217095, 0.272428489783231, 0.33277296844650717, 0.5135137999759001, 0.5173246124211479]",1,144.52,0.12451,95.5,7378.0
|
| 75 |
+
opt6_srif_lam0.10,opt6_sigma_delta.py,62febd8ddf82a115,9,2,--srif --srif-lam-init 0.10,near hard reset,2,False,32,16,100,74,0.6232150394234073,0.9814126394052045,0.31560804852933594,0.9356060606060606,0.946969696969697,941733.1112839367,3.0997819900512695,293.5,2026-08-21T22:17:25.678030+00:00,0.19826076048261979,0.2686912820619695,0.3297671360128066,0.5112592262380263,0.517412988578572,0.365078,"[0.19826076048261979, 0.2686912820619695, 0.3297671360128066, 0.5112592262380263, 0.517412988578572]",1,126.87,0.10924,95.0,7378.0
|
| 76 |
+
opt6_srif_lam0.10,opt6_sigma_delta.py,62febd8ddf82a115,9,2,--srif --srif-lam-init 0.10,near hard reset,2,False,32,16,100,75,0.6268002193656552,0.9851301115241635,0.34355039262410364,0.9128787878787878,0.946969696969697,936912.9790723983,3.1036877632141113,296.6,2026-08-21T22:17:28.808189+00:00,0.19708267730825088,0.267767995595932,0.3274489693781909,0.5100349012543174,0.5167232716784758,0.363812,"[0.19708267730825088, 0.267767995595932, 0.3274489693781909, 0.5100349012543174, 0.5167232716784758]",,,,,
|
| 77 |
+
opt6_srif_lam0.10,opt6_sigma_delta.py,62febd8ddf82a115,9,2,--srif --srif-lam-init 0.10,near hard reset,2,False,32,16,100,76,0.6090466315861528,0.9888475836431226,0.25888512938311603,0.9507575757575758,0.9507575757575758,944909.3583144797,3.105069637298584,299.7,2026-08-21T22:17:31.939591+00:00,0.19939863331177654,0.2701985660721274,0.32845960995730233,0.5104880964054781,0.5169153178439421,0.365092,"[0.19939863331177654, 0.2701985660721274, 0.32845960995730233, 0.5104880964054781, 0.5169153178439421]",1,128.01,0.11041,97.0,7378.0
|
| 78 |
+
opt6_srif_lam0.10,opt6_sigma_delta.py,62febd8ddf82a115,9,2,--srif --srif-lam-init 0.10,near hard reset,2,False,32,16,100,77,0.6081980582063526,0.9925650557620818,0.27331036058339203,0.9431818181818182,0.9507575757575758,945911.3373868779,3.1098594665527344,302.8,2026-08-21T22:17:35.081670+00:00,0.19952276787337134,0.2704251478700077,0.32950721067540784,0.5102563921143027,0.5151529627687791,0.364973,"[0.19952276787337134, 0.2704251478700077, 0.32950721067540784, 0.5102563921143027, 0.5151529627687791]",1,128.58,0.11107,90.5,7378.0
|
| 79 |
+
opt6_srif_lam0.10,opt6_sigma_delta.py,62febd8ddf82a115,9,2,--srif --srif-lam-init 0.10,near hard reset,2,False,32,16,100,78,0.6030557168903847,0.9907063197026023,0.2831642564499017,0.9393939393939394,0.9507575757575758,945260.3506787331,3.104368209838867,305.9,2026-08-21T22:17:38.214643+00:00,0.1994228696121889,0.2699279925402473,0.32928916811943054,0.5115652259658364,0.5178689220372368,0.365615,"[0.1994228696121889, 0.2699279925402473, 0.32928916811943054, 0.5115652259658364, 0.5178689220372368]",,,,,
|
| 80 |
+
opt6_srif_lam0.10,opt6_sigma_delta.py,62febd8ddf82a115,9,2,--srif --srif-lam-init 0.10,near hard reset,2,False,32,16,100,79,0.6094162603736367,0.9888475836431226,0.2740714012673407,0.9507575757575758,0.9507575757575758,947628.6397058824,3.094148635864258,309.0,2026-08-21T22:17:41.335409+00:00,0.20053749838296106,0.270275378928465,0.328607951893526,0.5118713449029362,0.5158580261118272,0.36543,"[0.20053749838296106, 0.270275378928465, 0.328607951893526, 0.5118713449029362, 0.5158580261118272]",1,135.16,0.11617,95.5,7378.0
|
| 81 |
+
opt6_srif_lam0.10,opt6_sigma_delta.py,62febd8ddf82a115,9,2,--srif --srif-lam-init 0.10,near hard reset,2,False,32,16,100,80,0.5985623888366728,0.9981412639405205,0.2733312736858021,0.9431818181818182,0.9507575757575758,950885.6716628959,3.099714517593384,312.1,2026-08-21T22:17:44.460160+00:00,0.20102375921081095,0.2718256659367505,0.3296150512555066,0.5124232558643117,0.5172039585955003,0.366418,"[0.20102375921081095, 0.2718256659367505, 0.3296150512555066, 0.5124232558643117, 0.5172039585955003]",,,,,
|
| 82 |
+
opt6_srif_lam0.10,opt6_sigma_delta.py,62febd8ddf82a115,9,2,--srif --srif-lam-init 0.10,near hard reset,2,False,32,16,100,81,0.6038270249242677,0.9944237918215614,0.288756042267337,0.9356060606060606,0.9507575757575758,937410.6132635747,3.1029646396636963,315.2,2026-08-21T22:17:47.589033+00:00,0.19787973340819864,0.2677389786523931,0.32566987241015716,0.5084533165482914,0.5162258603993584,0.363194,"[0.19787973340819864, 0.2677389786523931, 0.32566987241015716, 0.5084533165482914, 0.5162258603993584]",1,132.63,0.11432,97.0,7378.0
|
| 83 |
+
opt6_srif_lam0.10,opt6_sigma_delta.py,62febd8ddf82a115,9,2,--srif --srif-lam-init 0.10,near hard reset,2,False,32,16,100,82,0.6081101324921647,0.9925650557620818,0.30620325514764496,0.928030303030303,0.9507575757575758,949920.7887443439,3.094428062438965,318.3,2026-08-21T22:17:50.708514+00:00,0.20066548971568837,0.2712308852111592,0.33020484973402586,0.5130308550946853,0.5197908387464636,0.366985,"[0.20066548971568837, 0.2712308852111592, 0.33020484973402586, 0.5130308550946853, 0.5197908387464636]",1,116.48,0.10012,98.5,7378.0
|
| 84 |
+
opt6_srif_lam0.10,opt6_sigma_delta.py,62febd8ddf82a115,9,2,--srif --srif-lam-init 0.10,near hard reset,2,False,32,16,100,83,0.5959286957868413,0.9981412639405205,0.28334544960296515,0.9318181818181818,0.9507575757575758,946318.4332579186,3.1070282459259033,321.4,2026-08-21T22:17:53.841505+00:00,0.19971488153233247,0.270488185041091,0.3294104004607481,0.510216425446903,0.5143691020853379,0.36484,"[0.19971488153233247, 0.270488185041091, 0.3294104004607481, 0.510216425446903, 0.5143691020853379]",,,,,
|
| 85 |
+
opt6_srif_lam0.10,opt6_sigma_delta.py,62febd8ddf82a115,9,2,--srif --srif-lam-init 0.10,near hard reset,2,False,32,16,100,84,0.5901837430922072,0.9962825278810409,0.2628155729987405,0.9431818181818182,0.9507575757575758,951995.7949660633,3.093850612640381,324.5,2026-08-21T22:17:56.972311+00:00,0.2014416202026255,0.27179502914933595,0.33010154962539673,0.512436593280119,0.5182889699935913,0.366813,"[0.2014416202026255, 0.27179502914933595, 0.33010154962539673, 0.512436593280119, 0.5182889699935913]",1,134.33,0.11544,97.0,7378.0
|
| 86 |
+
opt6_srif_lam0.10,opt6_sigma_delta.py,62febd8ddf82a115,9,2,--srif --srif-lam-init 0.10,near hard reset,2,False,32,16,100,85,0.5978559025158227,0.9944237918215614,0.2715469111095775,0.9356060606060606,0.9507575757575758,946367.2654128959,3.092411756515503,327.6,2026-08-21T22:18:00.091246+00:00,0.20020968423170202,0.27022264810169444,0.3280648501480327,0.5101645062951481,0.5145430249326369,0.364641,"[0.20020968423170202, 0.27022264810169444, 0.3280648501480327, 0.5101645062951481, 0.5145430249326369]",1,120.97,0.10391,96.5,7378.0
|
| 87 |
+
opt6_srif_lam0.10,opt6_sigma_delta.py,62febd8ddf82a115,9,2,--srif --srif-lam-init 0.10,near hard reset,2,False,32,16,100,86,0.5970748764874767,1.0,0.29162830836845166,0.9318181818181818,0.9507575757575758,942452.4336821267,3.098428964614868,330.7,2026-08-21T22:18:03.213977+00:00,0.19919519827646368,0.2685219768215628,0.32758627744281993,0.5118685785461875,0.5174062918214237,0.364916,"[0.19919519827646368, 0.2685219768215628, 0.32758627744281993, 0.5118685785461875, 0.5174062918214237]",,,,,
|
| 88 |
+
opt6_srif_lam0.10,opt6_sigma_delta.py,62febd8ddf82a115,9,2,--srif --srif-lam-init 0.10,near hard reset,2,False,32,16,100,87,0.5935181824691234,0.9962825278810409,0.2749365243044766,0.9393939393939394,0.9507575757575758,954189.6768947963,3.1045703887939453,333.8,2026-08-21T22:18:06.344273+00:00,0.202067073653726,0.2720336072585162,0.3307499587535858,0.5145149195895475,0.5207061942885903,0.368014,"[0.202067073653726, 0.2720336072585162, 0.3307499587535858, 0.5145149195895475, 0.5207061942885903]",1,127.5,0.10995,96.5,7378.0
|
| 89 |
+
opt6_srif_lam0.10,opt6_sigma_delta.py,62febd8ddf82a115,9,2,--srif --srif-lam-init 0.10,near hard reset,2,False,32,16,100,88,0.5946635380110333,0.9981412639405205,0.28601685437289154,0.9393939393939394,0.9507575757575758,951828.1600678733,3.104748487472534,336.9,2026-08-21T22:18:09.475910+00:00,0.20146939158439636,0.2718505929498112,0.3296370646532844,0.5120868051753324,0.5188850479967454,0.366786,"[0.20146939158439636, 0.2718505929498112, 0.3296370646532844, 0.5120868051753324, 0.5188850479967454]",,,,,
|
| 90 |
+
opt6_srif_lam0.10,opt6_sigma_delta.py,62febd8ddf82a115,9,2,--srif --srif-lam-init 0.10,near hard reset,2,False,32,16,100,89,0.5994536196432149,0.9925650557620818,0.2776646740508802,0.9393939393939394,0.9507575757575758,946801.3263574662,3.1134049892425537,340.0,2026-08-21T22:18:12.614643+00:00,0.20011331403956695,0.27032729808021994,0.3287655728704789,0.5113301627776202,0.5152973497615141,0.365167,"[0.20011331403956695, 0.27032729808021994, 0.3287655728704789, 0.5113301627776202, 0.5152973497615141]",1,148.95,0.12882,96.0,7378.0
|
| 91 |
+
opt6_srif_lam0.10,opt6_sigma_delta.py,62febd8ddf82a115,9,2,--srif --srif-lam-init 0.10,near hard reset,2,False,32,16,100,90,0.5896908350593538,0.9981412639405205,0.2985476603110631,0.9318181818181818,0.9507575757575758,946713.5835690044,3.106238842010498,343.1,2026-08-21T22:18:15.745617+00:00,0.199705612133531,0.27035806985462413,0.32976091083358317,0.5127672658247107,0.5183327268151676,0.366185,"[0.199705612133531, 0.27035806985462413, 0.32976091083358317, 0.5127672658247107, 0.5183327268151676]",1,115.17,0.09937,91.5,7378.0
|
| 92 |
+
opt6_srif_lam0.10,opt6_sigma_delta.py,62febd8ddf82a115,9,2,--srif --srif-lam-init 0.10,near hard reset,2,False,32,16,100,91,0.5955814872089372,0.9962825278810409,0.2797944044524973,0.946969696969697,0.9507575757575758,941025.5988404978,3.104266405105591,346.3,2026-08-21T22:18:18.875926+00:00,0.19888844384866602,0.2682093311758602,0.3272467851638794,0.5099439095048344,0.5143196512671078,0.363722,"[0.19888844384866602, 0.2682093311758602, 0.3272467851638794, 0.5099439095048344, 0.5143196512671078]",,,,,
|
| 93 |
+
opt6_srif_lam0.10,opt6_sigma_delta.py,62febd8ddf82a115,9,2,--srif --srif-lam-init 0.10,near hard reset,2,False,32,16,100,92,0.5969380202346575,0.9888475836431226,0.28703299119617,0.9431818181818182,0.9507575757575758,946200.2023472851,3.1020700931549072,349.4,2026-08-21T22:18:22.004406+00:00,0.19996097508598776,0.26993581652641296,0.32878683595096364,0.5122890262042775,0.5143200825242435,0.365059,"[0.19996097508598776, 0.26993581652641296, 0.32878683595096364, 0.5122890262042775, 0.5143200825242435]",1,141.36,0.12181,96.0,7378.0
|
| 94 |
+
opt6_srif_lam0.10,opt6_sigma_delta.py,62febd8ddf82a115,9,2,--srif --srif-lam-init 0.10,near hard reset,2,False,32,16,100,93,0.5970293824114321,0.9925650557620818,0.27089137200153235,0.9507575757575758,0.9507575757575758,945655.7809671946,3.1001412868499756,352.5,2026-08-21T22:18:25.131108+00:00,0.19989171711837544,0.269587169675266,0.3286704350920284,0.5125252955100116,0.5139142555349013,0.364918,"[0.19989171711837544, 0.269587169675266, 0.3286704350920284, 0.5125252955100116, 0.5139142555349013]",1,134.57,0.11589,96.5,7378.0
|
| 95 |
+
opt6_srif_lam0.10,opt6_sigma_delta.py,62febd8ddf82a115,9,2,--srif --srif-lam-init 0.10,near hard reset,2,False,32,16,100,94,0.6024840033187299,0.9925650557620818,0.2735910081502163,0.9393939393939394,0.9507575757575758,944727.1880656108,3.102644443511963,355.6,2026-08-21T22:18:28.261326+00:00,0.19968140738851883,0.2694682251004612,0.32831809625906105,0.5110933430054608,0.5150565434904659,0.364724,"[0.19968140738851883, 0.2694682251004612, 0.32831809625906105, 0.5110933430054608, 0.5150565434904659]",,,,,
|
| 96 |
+
opt6_srif_lam0.10,opt6_sigma_delta.py,62febd8ddf82a115,9,2,--srif --srif-lam-init 0.10,near hard reset,2,False,32,16,100,95,0.5907256011626091,0.9962825278810409,0.2731202876929081,0.9431818181818182,0.9507575757575758,943243.5740950226,3.097775459289551,358.7,2026-08-21T22:18:31.385399+00:00,0.19905749226317687,0.26934559380306916,0.3283170619431664,0.5106870356728049,0.5159481798901278,0.364671,"[0.19905749226317687, 0.26934559380306916, 0.3283170619431664, 0.5106870356728049, 0.5159481798901278]",1,118.45,0.10193,98.0,7378.0
|
| 97 |
+
opt6_srif_lam0.10,opt6_sigma_delta.py,62febd8ddf82a115,9,2,--srif --srif-lam-init 0.10,near hard reset,2,False,32,16,100,96,0.5903735630574279,0.9981412639405205,0.2807183265686035,0.9393939393939394,0.9507575757575758,951424.0493495475,3.0908029079437256,361.7,2026-08-21T22:18:34.503339+00:00,0.20089667421929977,0.2715412974357605,0.33109309217509103,0.5148219746701858,0.5188585344482871,0.367442,"[0.20089667421929977, 0.2715412974357605, 0.33109309217509103, 0.5148219746701858, 0.5188585344482871]",,,,,
|
| 98 |
+
opt6_srif_lam0.10,opt6_sigma_delta.py,62febd8ddf82a115,9,2,--srif --srif-lam-init 0.10,near hard reset,2,False,32,16,100,97,0.5936971118459028,0.9907063197026023,0.27901664105328644,0.946969696969697,0.9507575757575758,947182.639423077,3.107060194015503,364.9,2026-08-21T22:18:37.635395+00:00,0.20007748989497914,0.2704390041968402,0.3291478402474347,0.5121751077034894,0.5187382417566636,0.366116,"[0.20007748989497914, 0.2704390041968402, 0.3291478402474347, 0.5121751077034894, 0.5187382417566636]",1,130.06,0.11225,96.5,7378.0
|
| 99 |
+
opt6_srif_lam0.10,opt6_sigma_delta.py,62febd8ddf82a115,9,2,--srif --srif-lam-init 0.10,near hard reset,2,False,32,16,100,98,0.5911743536757714,0.9962825278810409,0.27669439893780334,0.9356060606060606,0.9507575757575758,947465.8088235294,3.0921497344970703,367.9,2026-08-21T22:18:40.752463+00:00,0.2001378141781863,0.2706175604287316,0.3291301551987143,0.5120293568162357,0.5185096894993502,0.366085,"[0.2001378141781863, 0.2706175604287316, 0.3291301551987143, 0.5120293568162357, 0.5185096894993502]",,,,,
|
| 100 |
+
opt6_srif_lam0.10,opt6_sigma_delta.py,62febd8ddf82a115,9,2,--srif --srif-lam-init 0.10,near hard reset,2,False,32,16,100,99,0.5950676752288988,0.9925650557620818,0.28300192952156067,0.9393939393939394,0.9507575757575758,947481.9513574662,3.10262393951416,371.0,2026-08-21T22:18:43.882480+00:00,0.2000953108072281,0.2705821096897125,0.329262153190725,0.512676386272206,0.5170550136005178,0.365934,"[0.2000953108072281, 0.2705821096897125, 0.329262153190725, 0.512676386272206, 0.5170550136005178]",1,134.58,0.11599,95.0,7378.0
|
| 101 |
+
opt6_srif_lam0.10,opt6_sigma_delta.py,62febd8ddf82a115,9,2,--srif --srif-lam-init 0.10,near hard reset,2,False,32,16,100,100,0.5952864998335289,0.9962825278810409,0.2778332463719628,0.946969696969697,0.9507575757575758,949614.243495475,3.0957882404327393,374.1,2026-08-21T22:18:47.005628+00:00,0.20066967518890605,0.27132097061942606,0.32945726724231944,0.513058132985059,0.5171762529541465,0.366336,"[0.20066967518890605, 0.27132097061942606, 0.32945726724231944, 0.513058132985059, 0.5171762529541465]",1,131.09,0.11273,96.5,7378.0
|
opt6_sigma_delta/opt6_srif_lam0.10.epochs.jsonl
ADDED
|
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| 1 |
+
{"epoch": 1, "train_loss": 3.315510356293292, "train_acc": 0.41821561338289964, "test_loss": 6.612865216804273, "test_acc": 0.3446969696969697, "best_acc": 0.3446969696969697, "spike_rates": [0.21100458064500024, 0.31401752899674806, 0.3776429856524748, 0.41232957384165597, 0.443005852839526], "spikes_per_sample": 1027523.9076640271, "wall_time_s": 67.27738046646118, "timestamp": "2026-08-21T22:13:37.346285+00:00"}
|
| 2 |
+
{"epoch": 2, "train_loss": 2.0037644902126495, "train_acc": 0.4368029739776952, "test_loss": 8.692447777950402, "test_acc": 0.2878787878787879, "best_acc": 0.3446969696969697, "spike_rates": [0.17965350869823904, 0.30680692371200113, 0.38577567479189706, 0.42156389881582823, 0.4471716915859896], "spikes_per_sample": 959721.5050904978, "wall_time_s": 3.0922083854675293, "timestamp": "2026-08-21T22:13:40.471080+00:00"}
|
| 3 |
+
{"epoch": 3, "train_loss": 1.8577433474444989, "train_acc": 0.44423791821561337, "test_loss": 2.0616401903557056, "test_acc": 0.5037878787878788, "best_acc": 0.5037878787878788, "spike_rates": [0.17983275388970094, 0.29488014999557943, 0.3602733471814324, 0.39067863892106447, 0.42289400801939125], "spikes_per_sample": 929970.5033936652, "wall_time_s": 3.1289024353027344, "timestamp": "2026-08-21T22:13:43.626467+00:00"}
|
| 4 |
+
{"epoch": 4, "train_loss": 1.729412372227495, "train_acc": 0.4795539033457249, "test_loss": 1.3785416646437212, "test_acc": 0.4810606060606061, "best_acc": 0.5037878787878788, "spike_rates": [0.19248509144081788, 0.30972206417252035, 0.3804879696930156, 0.41205837095485015, 0.4448787131730248], "spikes_per_sample": 985650.5045248868, "wall_time_s": 3.124783754348755, "timestamp": "2026-08-21T22:13:46.785156+00:00"}
|
| 5 |
+
{"epoch": 5, "train_loss": 1.6367061386321113, "train_acc": 0.4684014869888476, "test_loss": 1.2443204793063076, "test_acc": 0.5189393939393939, "best_acc": 0.5189393939393939, "spike_rates": [0.19847848660805645, 0.31128795006695914, 0.3898903727531433, 0.4159538202426013, 0.4325132247279672], "spikes_per_sample": 1005197.3850395927, "wall_time_s": 3.1480119228363037, "timestamp": "2026-08-21T22:13:49.959268+00:00"}
|
| 6 |
+
{"epoch": 6, "train_loss": 1.5493447461535939, "train_acc": 0.5223048327137546, "test_loss": 1.31468205018477, "test_acc": 0.5151515151515151, "best_acc": 0.5189393939393939, "spike_rates": [0.1997111404643339, 0.3134993770543267, 0.3856836206772748, 0.4243556997355293, 0.4547694816308863], "spikes_per_sample": 1009182.6896210407, "wall_time_s": 3.140717029571533, "timestamp": "2026-08-21T22:13:53.132203+00:00"}
|
| 7 |
+
{"epoch": 7, "train_loss": 1.600986649998945, "train_acc": 0.4962825278810409, "test_loss": 1.0560389359792073, "test_acc": 0.553030303030303, "best_acc": 0.553030303030303, "spike_rates": [0.20022046566009521, 0.3183588893974529, 0.3891081021112554, 0.42577964067459106, 0.4642496424562791], "spikes_per_sample": 1017407.1327771494, "wall_time_s": 3.1260781288146973, "timestamp": "2026-08-21T22:13:56.285735+00:00"}
|
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{"epoch": 86, "train_loss": 0.5970748764874767, "train_acc": 1.0, "test_loss": 0.29162830836845166, "test_acc": 0.9318181818181818, "best_acc": 0.9507575757575758, "spike_rates": [0.19919519827646368, 0.2685219768215628, 0.32758627744281993, 0.5118685785461875, 0.5174062918214237], "spikes_per_sample": 942452.4336821267, "wall_time_s": 3.098428964614868, "timestamp": "2026-08-21T22:18:03.213977+00:00"}
|
| 87 |
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| 88 |
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| 89 |
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| 90 |
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| 91 |
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| 92 |
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| 93 |
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| 94 |
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|
| 95 |
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|
| 96 |
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{"epoch": 96, "train_loss": 0.5903735630574279, "train_acc": 0.9981412639405205, "test_loss": 0.2807183265686035, "test_acc": 0.9393939393939394, "best_acc": 0.9507575757575758, "spike_rates": [0.20089667421929977, 0.2715412974357605, 0.33109309217509103, 0.5148219746701858, 0.5188585344482871], "spikes_per_sample": 951424.0493495475, "wall_time_s": 3.0908029079437256, "timestamp": "2026-08-21T22:18:34.503339+00:00"}
|
| 97 |
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|
| 98 |
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|
| 99 |
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{"epoch": 99, "train_loss": 0.5950676752288988, "train_acc": 0.9925650557620818, "test_loss": 0.28300192952156067, "test_acc": 0.9393939393939394, "best_acc": 0.9507575757575758, "spike_rates": [0.2000953108072281, 0.2705821096897125, 0.329262153190725, 0.512676386272206, 0.5170550136005178], "spikes_per_sample": 947481.9513574662, "wall_time_s": 3.10262393951416, "timestamp": "2026-08-21T22:18:43.882480+00:00"}
|
| 100 |
+
{"epoch": 100, "train_loss": 0.5952864998335289, "train_acc": 0.9962825278810409, "test_loss": 0.2778332463719628, "test_acc": 0.946969696969697, "best_acc": 0.9507575757575758, "spike_rates": [0.20066967518890605, 0.27132097061942606, 0.32945726724231944, 0.513058132985059, 0.5171762529541465], "spikes_per_sample": 949614.243495475, "wall_time_s": 3.0957882404327393, "timestamp": "2026-08-21T22:18:47.005628+00:00"}
|
opt6_sigma_delta/opt6_srif_lam0.10.gpu_telemetry.csv
ADDED
|
@@ -0,0 +1,233 @@
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| 1 |
+
timestamp,index,utilization.gpu,utilization.memory,memory.used,memory.total,temperature.gpu,power.draw,clocks.sm
|
| 2 |
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2026/08/21 22:18:46.256, 1, 97, 77, 3689, 15360, 77, 66.38, 1260
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2026/08/21 22:18:51.305, 0, 91, 81, 3689, 15360, 76, 59.30, 1245
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2026/08/21 22:18:56.378, 0, 95, 86, 3689, 15360, 76, 69.91, 1170
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2026/08/21 22:19:01.473, 1, 0, 0, 3, 15360, 65, 10.95, 300
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2026/08/21 22:19:06.536, 0, 95, 86, 3689, 15360, 77, 70.30, 1155
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2026/08/21 22:19:06.552, 1, 0, 0, 3, 15360, 64, 10.55, 300
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2026/08/21 22:19:11.608, 0, 95, 83, 3689, 15360, 77, 69.23, 1215
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2026/08/21 22:19:16.697, 1, 0, 0, 3, 15360, 60, 10.35, 300
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2026/08/21 22:19:21.754, 0, 79, 79, 3689, 15360, 78, 69.52, 1365
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2026/08/21 22:19:26.828, 0, 96, 88, 3689, 15360, 78, 69.23, 1080
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2026/08/21 22:19:26.838, 1, 0, 0, 3, 15360, 58, 10.65, 300
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| 216 |
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2026/08/21 22:19:31.895, 0, 98, 90, 3689, 15360, 78, 63.53, 1215
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| 217 |
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2026/08/21 22:19:31.910, 1, 0, 0, 3, 15360, 57, 10.35, 300
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| 218 |
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2026/08/21 22:19:36.965, 0, 87, 71, 3689, 15360, 77, 65.59, 1260
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| 219 |
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2026/08/21 22:19:36.983, 1, 0, 0, 3, 15360, 55, 10.06, 300
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| 220 |
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2026/08/21 22:19:42.041, 0, 95, 84, 3689, 15360, 77, 66.82, 1140
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| 221 |
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2026/08/21 22:19:42.064, 1, 0, 0, 3, 15360, 54, 10.15, 300
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| 222 |
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2026/08/21 22:19:47.119, 0, 98, 91, 3689, 15360, 77, 69.03, 1125
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| 223 |
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2026/08/21 22:19:47.139, 1, 0, 0, 3, 15360, 53, 9.86, 300
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| 224 |
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2026/08/21 22:19:52.195, 0, 97, 88, 3689, 15360, 77, 66.32, 1215
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| 225 |
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2026/08/21 22:19:52.212, 1, 0, 0, 3, 15360, 52, 9.86, 300
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| 226 |
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2026/08/21 22:19:57.267, 0, 75, 59, 3689, 15360, 77, 51.85, 1500
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| 227 |
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2026/08/21 22:19:57.282, 1, 0, 0, 3, 15360, 51, 10.06, 300
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| 228 |
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2026/08/21 22:20:02.337, 0, 79, 79, 3691, 15360, 78, 70.21, 1515
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| 229 |
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2026/08/21 22:20:02.362, 1, 0, 0, 3, 15360, 50, 9.66, 300
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| 230 |
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2026/08/21 22:20:07.420, 0, 77, 74, 3691, 15360, 78, 64.67, 1455
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| 231 |
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2026/08/21 22:20:07.440, 1, 0, 0, 3, 15360, 49, 9.76, 300
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| 232 |
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2026/08/21 22:20:12.496, 0, 97, 85, 3691, 15360, 77, 63.44, 1245
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| 233 |
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2026/08/21 22:20:12.512, 1, 0, 0, 3, 15360, 49, 10.25, 300
|
opt6_sigma_delta/opt6_srif_lam0.10.summary.json
ADDED
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|
| 1 |
+
{
|
| 2 |
+
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|
| 3 |
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|
| 4 |
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| 5 |
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| 6 |
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| 7 |
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| 8 |
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| 9 |
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|
| 10 |
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|
| 11 |
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|
| 12 |
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|
| 13 |
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|
| 14 |
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|
| 15 |
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|
| 16 |
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|
| 17 |
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|
| 18 |
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|
| 19 |
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|
| 20 |
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|
| 21 |
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|
| 22 |
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| 23 |
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|
| 24 |
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|
| 25 |
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|
| 26 |
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|
| 27 |
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|
| 28 |
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|
| 29 |
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"11",
|
| 30 |
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|
| 31 |
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"--srif",
|
| 32 |
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"--srif-lam-init",
|
| 33 |
+
"0.10"
|
| 34 |
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|
| 35 |
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|
| 36 |
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|
| 37 |
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|
| 38 |
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|
| 39 |
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| 40 |
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| 69 |
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| 98 |
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|
opt6_sigma_delta/opt6_srif_lam0.10.zip
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
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oid sha256:323f5b6814609c452a0111f3406bdaee3d9f14f157d395e9eea9fe302e6f36f2
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| 3 |
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size 1436140169
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