index + epoch table (opt6_srif_lam0.10)

_index/EPOCHS_ALL.csv

@@ -6599,6 +6599,106 @@ opt6_residual_unsigned,opt6_sigma_delta.py,62febd8ddf82a115,5,1,--sd-mode residu
 opt6_residual_unsigned,opt6_sigma_delta.py,62febd8ddf82a115,5,1,--sd-mode residual --sd-signed 0,,2,False,32,16,100,98,0.5509456526834282,0.9981412639405205,0.41258961684776074,0.8560606060606061,0.9053030303030303,403089.10223416286,2.9049746990203857,285.9,2026-08-21T12:59:35.220043+00:00,0.08102518100948895,0.14152975643382354,0.1264776661992073,0.13340582128833323,0.11446995112825842,0.119382,"[0.08102518100948895, 0.14152975643382354, 0.1264776661992073, 0.13340582128833323, 0.11446995112825842]",1,119.37,0.09632,96.0,7378.0
 opt6_residual_unsigned,opt6_sigma_delta.py,62febd8ddf82a115,5,1,--sd-mode residual --sd-signed 0,,2,False,32,16,100,99,0.5524177575643178,0.9981412639405205,0.41368835803234216,0.8446969696969697,0.9053030303030303,403077.8376696832,2.918771505355835,288.8,2026-08-21T12:59:38.163774+00:00,0.08102902375599917,0.14133583710474126,0.1268010025515276,0.13348481497343848,0.11493657003430759,0.119517,"[0.08102902375599917, 0.14133583710474126, 0.1268010025515276, 0.13348481497343848, 0.11493657003430759]",,,,,
 opt6_residual_unsigned,opt6_sigma_delta.py,62febd8ddf82a115,5,1,--sd-mode residual --sd-signed 0,,2,False,32,16,100,100,0.5488762317093775,1.0,0.4205019979765921,0.8522727272727273,0.9053030303030303,403055.5981334842,2.9158260822296143,291.8,2026-08-21T12:59:41.105742+00:00,0.08117987259345896,0.14104076781693628,0.1268078351722044,0.1333003876840367,0.11379720095325918,0.119225,"[0.08117987259345896, 0.14104076781693628, 0.1268078351722044, 0.1333003876840367, 0.11379720095325918]",1,109.55,0.08873,99.0,7378.0
+opt6_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
+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]",,,,,
+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
+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]",,,,,
+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
+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
+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]",,,,,
+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
+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
+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]",,,,,
+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
+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
+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]",,,,,
+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
+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]",,,,,
+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
+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
+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]",,,,,
+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
+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]",,,,,
+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
+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
+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]",,,,,
+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
+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]",,,,,
+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
+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
+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]",,,,,
+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
+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
+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]",,,,,
+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
+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]",,,,,
+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
+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
+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]",,,,,
+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
+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
+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]",,,,,
+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
+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]",,,,,
+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
+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
+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]",,,,,
+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
+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]",,,,,
+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
+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
+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]",,,,,
+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
+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]",,,,,
+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
+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
+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]",,,,,
+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
+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
+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]",,,,,
+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
+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]",,,,,
+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
+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
+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]",,,,,
+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
+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
+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]",,,,,
+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
+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]",,,,,
+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
+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
+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]",,,,,
+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
+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]",,,,,
+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
+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
+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]",,,,,
+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
+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
+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]",,,,,
+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
+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]",,,,,
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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,32,16,100,89,0.5994536196432149,0.9925650557620818,0.2776646740508802,0.9393939393939394,0.9507575757575758,946801.3263574662,3.1134049892425537,340.0,2026-08-21T22:18:12.614643+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
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 opt6_srif_lam0.50,opt6_sigma_delta.py,62febd8ddf82a115,5,1,--srif --srif-lam-init 0.50,,2,False,32,16,100,1,3.4280426652901235,0.4052044609665427,4.768624565818093,0.25757575757575757,0.25757575757575757,1168290.3410633486,66.62008166313171,66.6,2026-08-21T13:04:58.193091+00:00,0.2237951843177571,0.36964168443399315,0.45890242737882275,0.5047615976894603,0.5504197197801927,0.421504,"[0.2237951843177571, 0.36964168443399315, 0.45890242737882275, 0.5047615976894603, 0.5504197197801927]",13,65.93,1.22,7.4,7374.0
 opt6_srif_lam0.50,opt6_sigma_delta.py,62febd8ddf82a115,5,1,--srif --srif-lam-init 0.50,,2,False,32,16,100,2,1.9918030394054256,0.4349442379182156,5.356442075787169,0.26136363636363635,0.26136363636363635,1198831.0994061087,3.2095015048980713,69.8,2026-08-21T13:05:01.435138+00:00,0.21863875143668232,0.3887472433202407,0.4931417878936319,0.5299405034850625,0.5587751479709849,0.437849,"[0.21863875143668232, 0.3887472433202407, 0.4931417878936319, 0.5299405034850625, 0.5587751479709849]",1,108.27,0.09653,98.5,7378.0
 opt6_srif_lam0.50,opt6_sigma_delta.py,62febd8ddf82a115,5,1,--srif --srif-lam-init 0.50,,2,False,32,16,100,3,1.6630335634082667,0.4739776951672863,1.210580157511162,0.5189393939393939,0.5189393939393939,1211893.3962104074,3.2597603797912598,73.1,2026-08-21T13:05:04.727064+00:00,0.21713582119520972,0.4004331704448251,0.49599629640579224,0.5476647755678963,0.5757198088309344,0.44739,"[0.21713582119520972, 0.4004331704448251, 0.49599629640579224, 0.5476647755678963, 0.5757198088309344]",,,,,

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@@ -4018,5 +4018,59 @@
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 ]