add run opt4_ubits2
Browse files
opt4_mint_membrane_quant/opt4_ubits2.epochs.csv
ADDED
|
@@ -0,0 +1,101 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
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
|
| 2 |
+
opt4_ubits2,opt4_mint_membrane_quant.py,598d76c727a2deea,4,1,--u-bits 2,,2,False,32,16,100,1,3.037398685753124,0.35687732342007433,2.1666256080974233,0.24242424242424243,0.24242424242424243,419662.277290724,2.6275875568389893,2.6,2026-08-21T10:13:09.204254+00:00,0.058151202166781706,0.1200817139709697,0.2491989223396077,0.2945652516449199,0.30320922767414765,0.205041,"[0.058151202166781706, 0.1200817139709697, 0.2491989223396077, 0.2945652516449199, 0.30320922767414765]",1,111.48,0.08137,38.0,4918.0
|
| 3 |
+
opt4_ubits2,opt4_mint_membrane_quant.py,598d76c727a2deea,4,1,--u-bits 2,,2,False,32,16,100,2,2.156579217059905,0.35315985130111527,1.9895707910711116,0.23484848484848486,0.24242424242424243,456130.67491515836,2.1521642208099365,4.8,2026-08-21T10:13:11.386945+00:00,0.0592625927837456,0.13562146004508524,0.28134985706385446,0.30137350278742175,0.31383326299050274,0.218288,"[0.0592625927837456, 0.13562146004508524, 0.28134985706385446, 0.30137350278742175, 0.31383326299050274]",,,,,
|
| 4 |
+
opt4_ubits2,opt4_mint_membrane_quant.py,598d76c727a2deea,4,1,--u-bits 2,,2,False,32,16,100,3,2.1002184126013717,0.362453531598513,1.879936391657049,0.3143939393939394,0.3143939393939394,474928.9967477375,2.1570849418640137,6.9,2026-08-21T10:13:13.570032+00:00,0.056561502901946795,0.15237209902090185,0.2934052505913903,0.30614326981937184,0.30817059558980603,0.223331,"[0.056561502901946795, 0.15237209902090185, 0.2934052505913903, 0.30614326981937184, 0.30817059558980603]",1,131.7,0.07891,95.0,6630.0
|
| 5 |
+
opt4_ubits2,opt4_mint_membrane_quant.py,598d76c727a2deea,4,1,--u-bits 2,,2,False,32,16,100,4,2.079030022745239,0.3903345724907063,1.6994643066868638,0.3371212121212121,0.3371212121212121,473684.9621040724,2.1644856929779053,9.1,2026-08-21T10:13:15.766681+00:00,0.0572785145657904,0.16511907998253317,0.26511799763230715,0.2965252627344692,0.30548468582770405,0.217905,"[0.0572785145657904, 0.16511907998253317, 0.26511799763230715, 0.2965252627344692, 0.30548468582770405]",,,,,
|
| 6 |
+
opt4_ubits2,opt4_mint_membrane_quant.py,598d76c727a2deea,4,1,--u-bits 2,,2,False,32,16,100,5,1.983905631813418,0.42379182156133827,1.732097864151001,0.4166666666666667,0.4166666666666667,465870.0975678733,2.166810989379883,11.3,2026-08-21T10:13:17.963593+00:00,0.057678337701979804,0.17012784060309916,0.24116472987567678,0.28652126648846793,0.3012242562630597,0.211343,"[0.057678337701979804, 0.17012784060309916, 0.24116472987567678, 0.28652126648846793, 0.3012242562630597]",1,129.66,0.07804,96.0,6630.0
|
| 7 |
+
opt4_ubits2,opt4_mint_membrane_quant.py,598d76c727a2deea,4,1,--u-bits 2,,2,False,32,16,100,6,1.9455234831593737,0.43866171003717475,1.6385535110126843,0.39015151515151514,0.4166666666666667,476937.3018947964,2.172328233718872,13.4,2026-08-21T10:13:20.166727+00:00,0.056687373010551226,0.16956094520933487,0.26475799259017496,0.29672250151634216,0.3051343034295475,0.218573,"[0.056687373010551226, 0.16956094520933487, 0.26475799259017496, 0.29672250151634216, 0.3051343034295475]",,,,,
|
| 8 |
+
opt4_ubits2,opt4_mint_membrane_quant.py,598d76c727a2deea,4,1,--u-bits 2,,2,False,32,16,100,7,1.932501530115489,0.4368029739776952,1.8485930038220955,0.4356060606060606,0.4356060606060606,485497.60845588235,2.1786131858825684,15.6,2026-08-21T10:13:22.371426+00:00,0.05623581238529261,0.17833712434067445,0.2672838638810551,0.2891898470766404,0.30130693667075215,0.218471,"[0.05623581238529261, 0.17833712434067445, 0.2672838638810551, 0.2891898470766404, 0.30130693667075215]",1,113.13,0.06846,96.0,6630.0
|
| 9 |
+
opt4_ubits2,opt4_mint_membrane_quant.py,598d76c727a2deea,4,1,--u-bits 2,,2,False,32,16,100,8,1.9535297611832176,0.4349442379182156,1.7074430350101355,0.4772727272727273,0.4772727272727273,483323.13532239816,2.185746192932129,17.8,2026-08-21T10:13:24.588627+00:00,0.055376982645076865,0.18044650729964762,0.2631001945804147,0.28649505446938905,0.2969299607417163,0.21647,"[0.055376982645076865, 0.18044650729964762, 0.2631001945804147, 0.28649505446938905, 0.2969299607417163]",,,,,
|
| 10 |
+
opt4_ubits2,opt4_mint_membrane_quant.py,598d76c727a2deea,4,1,--u-bits 2,,2,False,32,16,100,9,1.924403517662814,0.4423791821561338,1.4921832662640195,0.5303030303030303,0.5303030303030303,508402.8996040723,2.1915926933288574,20.0,2026-08-21T10:13:26.813617+00:00,0.054353247013162166,0.1952092112863765,0.2828717109035043,0.29689103890867796,0.29869580268859863,0.225604,"[0.054353247013162166, 0.1952092112863765, 0.2828717109035043, 0.29689103890867796, 0.29869580268859863]",,,,,
|
| 11 |
+
opt4_ubits2,opt4_mint_membrane_quant.py,598d76c727a2deea,4,1,--u-bits 2,,2,False,32,16,100,10,1.9031184641402008,0.41821561338289964,1.5549092328909673,0.42803030303030304,0.5303030303030303,497206.70913461543,2.1931991577148438,22.2,2026-08-21T10:13:29.038326+00:00,0.05416670551194864,0.19014665659736185,0.2723561201025458,0.2969963340198292,0.29939166587941785,0.222611,"[0.05416670551194864, 0.19014665659736185, 0.2723561201025458, 0.2969963340198292, 0.29939166587941785]",1,138.57,0.08442,96.5,6630.0
|
| 12 |
+
opt4_ubits2,opt4_mint_membrane_quant.py,598d76c727a2deea,4,1,--u-bits 2,,2,False,32,16,100,11,1.9025025598178567,0.4349442379182156,1.5916199286778767,0.4583333333333333,0.5303030303030303,477425.58003393665,2.190568447113037,24.4,2026-08-21T10:13:31.255564+00:00,0.05838105235906208,0.18597393000827117,0.23230457568869872,0.27246229262912974,0.2957874834537506,0.208982,"[0.05838105235906208, 0.18597393000827117, 0.23230457568869872, 0.27246229262912974, 0.2957874834537506]",,,,,
|
| 13 |
+
opt4_ubits2,opt4_mint_membrane_quant.py,598d76c727a2deea,4,1,--u-bits 2,,2,False,32,16,100,12,1.888927014786958,0.4591078066914498,1.4557099775834517,0.48484848484848486,0.5303030303030303,468043.98628393665,2.200770854949951,26.6,2026-08-21T10:13:33.482046+00:00,0.05927945541984895,0.182156660100993,0.2215138191685957,0.26071589746895957,0.28834551046876344,0.202402,"[0.05927945541984895, 0.182156660100993, 0.2215138191685957, 0.26071589746895957, 0.28834551046876344]",1,138.82,0.08486,95.5,6630.0
|
| 14 |
+
opt4_ubits2,opt4_mint_membrane_quant.py,598d76c727a2deea,4,1,--u-bits 2,,2,False,32,16,100,13,1.8076525802505947,0.48698884758364314,1.249944199215282,0.5416666666666666,0.5416666666666666,457072.3178733032,2.2149336338043213,28.8,2026-08-21T10:13:35.722355+00:00,0.057735241292154085,0.1755774266579572,0.22031458686379826,0.25901713616707744,0.2902420355993159,0.200577,"[0.057735241292154085, 0.1755774266579572, 0.22031458686379826, 0.25901713616707744, 0.2902420355993159]",,,,,
|
| 15 |
+
opt4_ubits2,opt4_mint_membrane_quant.py,598d76c727a2deea,4,1,--u-bits 2,,2,False,32,16,100,14,1.8082009788782623,0.5055762081784386,1.437031839833115,0.5378787878787878,0.5416666666666666,453659.54892533936,2.2218995094299316,31.0,2026-08-21T10:13:37.976638+00:00,0.05853698621777927,0.17037616757785573,0.21931944173925064,0.26545867674490986,0.2946857266566333,0.201675,"[0.05853698621777927, 0.17037616757785573, 0.21931944173925064, 0.26545867674490986, 0.2946857266566333]",1,135.6,0.08369,96.0,6630.0
|
| 16 |
+
opt4_ubits2,opt4_mint_membrane_quant.py,598d76c727a2deea,4,1,--u-bits 2,,2,False,32,16,100,15,1.8431211754291916,0.4944237918215613,1.8272861820278745,0.5037878787878788,0.5416666666666666,458041.35944570135,2.236532688140869,33.3,2026-08-21T10:13:40.240997+00:00,0.05615259882281808,0.17498639225959778,0.22775465863592484,0.2668777195846333,0.2877838348641115,0.202711,"[0.05615259882281808, 0.17498639225959778, 0.22775465863592484, 0.2668777195846333, 0.2877838348641115]",,,,,
|
| 17 |
+
opt4_ubits2,opt4_mint_membrane_quant.py,598d76c727a2deea,4,1,--u-bits 2,,2,False,32,16,100,16,1.8738484320587385,0.4795539033457249,1.6767669807780872,0.48863636363636365,0.5416666666666666,477728.1252828054,2.2343697547912598,35.5,2026-08-21T10:13:42.500903+00:00,0.05315151328549666,0.18763885077308207,0.24912016356692596,0.2788843828089097,0.2800336304832907,0.209766,"[0.05315151328549666, 0.18763885077308207, 0.24912016356692596, 0.2788843828089097, 0.2800336304832907]",1,114.24,0.0709,99.0,6630.0
|
| 18 |
+
opt4_ubits2,opt4_mint_membrane_quant.py,598d76c727a2deea,4,1,--u-bits 2,,2,False,32,16,100,17,1.7743427624932895,0.5092936802973977,1.5144762884486804,0.5,0.5416666666666666,497767.5137160633,2.2551040649414062,37.7,2026-08-21T10:13:44.786149+00:00,0.051926238791031,0.1940650571795071,0.2760704317513634,0.29195958551238566,0.28320517960716696,0.219445,"[0.051926238791031, 0.1940650571795071, 0.2760704317513634, 0.29195958551238566, 0.28320517960716696]",,,,,
|
| 19 |
+
opt4_ubits2,opt4_mint_membrane_quant.py,598d76c727a2deea,4,1,--u-bits 2,,2,False,32,16,100,18,1.785546304568039,0.4944237918215613,1.5411315397782759,0.48484848484848486,0.5416666666666666,487316.1507352941,2.255666494369507,40.0,2026-08-21T10:13:47.068862+00:00,0.049793590517605055,0.18806790516656988,0.27630581049358144,0.29396845838602853,0.27424537083681894,0.216476,"[0.049793590517605055, 0.18806790516656988, 0.27630581049358144, 0.29396845838602853, 0.27424537083681894]",1,125.13,0.0784,95.5,6630.0
|
| 20 |
+
opt4_ubits2,opt4_mint_membrane_quant.py,598d76c727a2deea,4,1,--u-bits 2,,2,False,32,16,100,19,2.0460904628370775,0.4163568773234201,1.671871329798843,0.3939393939393939,0.5416666666666666,505700.4711538461,2.2760443687438965,42.3,2026-08-21T10:13:49.371919+00:00,0.05551761585999938,0.1864300580585704,0.28761422809432535,0.30962009815608754,0.2884055446175968,0.225518,"[0.05551761585999938, 0.1864300580585704, 0.28761422809432535, 0.30962009815608754, 0.2884055446175968]",,,,,
|
| 21 |
+
opt4_ubits2,opt4_mint_membrane_quant.py,598d76c727a2deea,4,1,--u-bits 2,,2,False,32,16,100,20,1.879289984703064,0.4628252788104089,1.4210996104009224,0.42803030303030304,0.5416666666666666,515607.86241515836,2.2866878509521484,44.6,2026-08-21T10:13:51.684575+00:00,0.06098170709960601,0.1908809376113555,0.2755420733900631,0.31034145635717053,0.2901429235935211,0.225578,"[0.06098170709960601, 0.1908809376113555, 0.2755420733900631, 0.31034145635717053, 0.2901429235935211]",,,,,
|
| 22 |
+
opt4_ubits2,opt4_mint_membrane_quant.py,598d76c727a2deea,4,1,--u-bits 2,,2,False,32,16,100,21,1.764193776371754,0.4888475836431227,1.3763881668899998,0.4734848484848485,0.5416666666666666,507746.0052319005,2.304943799972534,46.9,2026-08-21T10:13:54.016201+00:00,0.06225750157061745,0.19033912437803605,0.25880611994687247,0.3013318268691792,0.2882911212304059,0.220205,"[0.06225750157061745, 0.19033912437803605, 0.25880611994687247, 0.3013318268691792, 0.2882911212304059]",1,139.33,0.08921,96.0,6630.0
|
| 23 |
+
opt4_ubits2,opt4_mint_membrane_quant.py,598d76c727a2deea,4,1,--u-bits 2,,2,False,32,16,100,22,1.6890344389309226,0.5241635687732342,1.6403988708149304,0.48863636363636365,0.5416666666666666,502322.8260746606,2.3307788372039795,49.2,2026-08-21T10:13:56.373302+00:00,0.0616939832620761,0.19223512533832998,0.24902807789690354,0.29316531034076915,0.28449302911758423,0.216123,"[0.0616939832620761, 0.19223512533832998, 0.24902807789690354, 0.29316531034076915, 0.28449302911758423]",,,,,
|
| 24 |
+
opt4_ubits2,opt4_mint_membrane_quant.py,598d76c727a2deea,4,1,--u-bits 2,,2,False,32,16,100,23,1.6391902510561465,0.5613382899628253,1.5866565559849595,0.5113636363636364,0.5416666666666666,492752.82055995474,2.325561285018921,51.5,2026-08-21T10:13:58.725828+00:00,0.062497500549344456,0.18290045857429504,0.24442453244153192,0.30050352566382466,0.28285060209386487,0.214635,"[0.062497500549344456, 0.18290045857429504, 0.24442453244153192, 0.30050352566382466, 0.28285060209386487]",1,139.8,0.09031,96.0,6630.0
|
| 25 |
+
opt4_ubits2,opt4_mint_membrane_quant.py,598d76c727a2deea,4,1,--u-bits 2,,2,False,32,16,100,24,1.7626354020767496,0.5018587360594795,1.5160470081098152,0.5151515151515151,0.5416666666666666,485940.1910350679,2.3232946395874023,53.8,2026-08-21T10:14:01.074943+00:00,0.06211439761168817,0.17751376769121954,0.24426777047269485,0.29844385560821085,0.28177506608121533,0.212823,"[0.06211439761168817, 0.17751376769121954, 0.24426777047269485, 0.29844385560821085, 0.28177506608121533]",,,,,
|
| 26 |
+
opt4_ubits2,opt4_mint_membrane_quant.py,598d76c727a2deea,4,1,--u-bits 2,,2,False,32,16,100,25,1.8431551155104513,0.5353159851301115,1.3298203367175478,0.5151515151515151,0.5416666666666666,480269.26032239816,2.3219711780548096,56.2,2026-08-21T10:14:03.423129+00:00,0.06194123669582255,0.1730672611909754,0.2437918904949637,0.2952977681861204,0.2841327891630285,0.211646,"[0.06194123669582255, 0.1730672611909754, 0.2437918904949637, 0.2952977681861204, 0.2841327891630285]",1,130.63,0.08426,96.0,6630.0
|
| 27 |
+
opt4_ubits2,opt4_mint_membrane_quant.py,598d76c727a2deea,4,1,--u-bits 2,,2,False,32,16,100,26,1.8062474585820307,0.5092936802973977,1.274095275185325,0.5492424242424242,0.5492424242424242,480741.27319004526,2.3246519565582275,58.5,2026-08-21T10:14:05.772828+00:00,0.06109037140713019,0.17287378889672897,0.2494145903517218,0.29188114054062786,0.2790547539206112,0.210863,"[0.06109037140713019, 0.17287378889672897, 0.2494145903517218, 0.29188114054062786, 0.2790547539206112]",,,,,
|
| 28 |
+
opt4_ubits2,opt4_mint_membrane_quant.py,598d76c727a2deea,4,1,--u-bits 2,,2,False,32,16,100,27,1.6856290846509119,0.5278810408921933,1.3427993167530408,0.5378787878787878,0.5492424242424242,472859.8130656109,2.2978758811950684,60.8,2026-08-21T10:14:08.103159+00:00,0.059732514269211716,0.17065797921489267,0.2455181689823375,0.2872384874259724,0.2721327525727889,0.207056,"[0.059732514269211716, 0.17065797921489267, 0.2455181689823375, 0.2872384874259724, 0.2721327525727889]",1,108.02,0.06895,96.5,6630.0
|
| 29 |
+
opt4_ubits2,opt4_mint_membrane_quant.py,598d76c727a2deea,4,1,--u-bits 2,,2,False,32,16,100,28,1.6935982859267622,0.5483271375464684,1.4497159538847026,0.5606060606060606,0.5606060606060606,475834.67576357466,2.2907915115356445,63.1,2026-08-21T10:14:10.421227+00:00,0.0578854592407451,0.17356857482124777,0.25233187745599184,0.2887868793571697,0.27473896741867065,0.209462,"[0.0578854592407451, 0.17356857482124777, 0.25233187745599184, 0.2887868793571697, 0.27473896741867065]",,,,,
|
| 30 |
+
opt4_ubits2,opt4_mint_membrane_quant.py,598d76c727a2deea,4,1,--u-bits 2,,2,False,32,16,100,29,1.649798937889723,0.5576208178438662,1.2767134326877017,0.5871212121212122,0.5871212121212122,474809.4070984163,2.2798118591308594,65.4,2026-08-21T10:14:12.734411+00:00,0.0599541409927256,0.17197760676636414,0.2459673697457594,0.28597771420198326,0.2756807488553664,0.207912,"[0.0599541409927256, 0.17197760676636414, 0.2459673697457594, 0.28597771420198326, 0.2756807488553664]",1,127.52,0.08076,92.5,6630.0
|
| 31 |
+
opt4_ubits2,opt4_mint_membrane_quant.py,598d76c727a2deea,4,1,--u-bits 2,,2,False,32,16,100,30,1.7289419865519584,0.570631970260223,1.260315772258874,0.5265151515151515,0.5871212121212122,468360.9793552036,2.262346029281616,67.6,2026-08-21T10:14:15.028626+00:00,0.06048231791047489,0.16870259537416346,0.23965147137641907,0.27986089446965384,0.2748414646176731,0.204708,"[0.06048231791047489, 0.16870259537416346, 0.23965147137641907, 0.27986089446965384, 0.2748414646176731]",,,,,
|
| 32 |
+
opt4_ubits2,opt4_mint_membrane_quant.py,598d76c727a2deea,4,1,--u-bits 2,,2,False,32,16,100,31,1.6949330590471459,0.5241635687732342,1.189575818451968,0.5795454545454546,0.5871212121212122,467653.9732748869,2.244321346282959,69.9,2026-08-21T10:14:17.298834+00:00,0.06128594805212582,0.16950398420586305,0.23340117317788742,0.2800674946869121,0.27692068149061766,0.204236,"[0.06128594805212582, 0.16950398420586305, 0.23340117317788742, 0.2800674946869121, 0.27692068149061766]",,,,,
|
| 33 |
+
opt4_ubits2,opt4_mint_membrane_quant.py,598d76c727a2deea,4,1,--u-bits 2,,2,False,32,16,100,32,1.6787518909872685,0.5297397769516728,1.388620871486086,0.5416666666666666,0.5871212121212122,478142.42039027147,2.241255044937134,72.1,2026-08-21T10:14:19.565527+00:00,0.06192733785685371,0.17349791702102213,0.24147027906249552,0.2863324161838083,0.2649047479910009,0.205627,"[0.06192733785685371, 0.17349791702102213, 0.24147027906249552, 0.2863324161838083, 0.2649047479910009]",1,128.06,0.07973,95.5,6630.0
|
| 34 |
+
opt4_ubits2,opt4_mint_membrane_quant.py,598d76c727a2deea,4,1,--u-bits 2,,2,False,32,16,100,33,1.6760056750038743,0.5539033457249071,1.5642466761849143,0.5227272727272727,0.5871212121212122,489629.88461538457,2.233090877532959,74.3,2026-08-21T10:14:21.824675+00:00,0.060342217192930335,0.17879174562061534,0.2592436241752961,0.285601184648626,0.269969922654769,0.21079,"[0.060342217192930335, 0.17879174562061534, 0.2592436241752961, 0.285601184648626, 0.269969922654769]",,,,,
|
| 35 |
+
opt4_ubits2,opt4_mint_membrane_quant.py,598d76c727a2deea,4,1,--u-bits 2,,2,False,32,16,100,34,1.657494146141421,0.5483271375464684,1.2289824991515188,0.553030303030303,0.5871212121212122,482324.8956447964,2.2251646518707275,76.6,2026-08-21T10:14:24.076653+00:00,0.05939254734446021,0.18026735414476955,0.24782241179662592,0.27878768654430613,0.27248674280503216,0.207751,"[0.05939254734446021, 0.18026735414476955, 0.24782241179662592, 0.27878768654430613, 0.27248674280503216]",1,136.76,0.08453,95.5,6630.0
|
| 36 |
+
opt4_ubits2,opt4_mint_membrane_quant.py,598d76c727a2deea,4,1,--u-bits 2,,2,False,32,16,100,35,1.6470043109695265,0.5408921933085502,1.506682894446633,0.5189393939393939,0.5871212121212122,465618.45418552036,2.228091239929199,78.8,2026-08-21T10:14:26.336753+00:00,0.05826516186489778,0.17720470095382018,0.22841219165745905,0.27161306493422566,0.27075745954233055,0.201251,"[0.05826516186489778, 0.17720470095382018, 0.22841219165745905, 0.27161306493422566, 0.27075745954233055]",,,,,
|
| 37 |
+
opt4_ubits2,opt4_mint_membrane_quant.py,598d76c727a2deea,4,1,--u-bits 2,,2,False,32,16,100,36,1.7136403025304519,0.533457249070632,1.3858027855555217,0.5681818181818182,0.5871212121212122,480065.05048076925,2.219780206680298,81.0,2026-08-21T10:14:28.581056+00:00,0.0606974696411806,0.1803626768729266,0.23902326471665325,0.2752981343690087,0.2689457027351155,0.204865,"[0.0606974696411806, 0.1803626768729266, 0.23902326471665325, 0.2752981343690087, 0.2689457027351155]",1,139.81,0.08621,95.5,6630.0
|
| 38 |
+
opt4_ubits2,opt4_mint_membrane_quant.py,598d76c727a2deea,4,1,--u-bits 2,,2,False,32,16,100,37,1.6684516043468036,0.5836431226765799,1.4043214032144258,0.5340909090909091,0.5871212121212122,493142.51286764705,2.214139223098755,83.2,2026-08-21T10:14:30.820837+00:00,0.06515061942970052,0.18478167057037354,0.23666353436077342,0.2779599007438211,0.26841169771026163,0.206593,"[0.06515061942970052, 0.18478167057037354, 0.23666353436077342, 0.2779599007438211, 0.26841169771026163]",,,,,
|
| 39 |
+
opt4_ubits2,opt4_mint_membrane_quant.py,598d76c727a2deea,4,1,--u-bits 2,,2,False,32,16,100,38,1.5563154140812756,0.5985130111524164,1.2524518786054668,0.6212121212121212,0.6212121212121212,491737.056561086,2.212449073791504,85.4,2026-08-21T10:14:33.060118+00:00,0.06749807517318164,0.18361730347661412,0.2277605743969188,0.2747077976956087,0.26696225124246936,0.204109,"[0.06749807517318164, 0.18361730347661412, 0.2277605743969188, 0.2747077976956087, 0.26696225124246936]",1,122.0,0.07498,89.0,6630.0
|
| 40 |
+
opt4_ubits2,opt4_mint_membrane_quant.py,598d76c727a2deea,4,1,--u-bits 2,,2,False,32,16,100,39,1.5409974382712495,0.604089219330855,1.3964703155286384,0.4659090909090909,0.6212121212121212,508218.1476244344,2.215533494949341,87.7,2026-08-21T10:14:35.309018+00:00,0.07266702196177315,0.18955903281183803,0.22763424059923956,0.27107135688557343,0.2611516898169237,0.204417,"[0.07266702196177315, 0.18955903281183803, 0.22763424059923956, 0.27107135688557343, 0.2611516898169237]",,,,,
|
| 41 |
+
opt4_ubits2,opt4_mint_membrane_quant.py,598d76c727a2deea,4,1,--u-bits 2,,2,False,32,16,100,40,1.583195190890571,0.570631970260223,1.195848721446413,0.5643939393939394,0.6212121212121212,494473.2965214932,2.209933042526245,89.9,2026-08-21T10:14:37.544858+00:00,0.06422942657681073,0.19091968851930954,0.23274744433515213,0.26972779105691347,0.2635657892507665,0.204238,"[0.06422942657681073, 0.19091968851930954, 0.23274744433515213, 0.26972779105691347, 0.2635657892507665]",,,,,
|
| 42 |
+
opt4_ubits2,opt4_mint_membrane_quant.py,598d76c727a2deea,4,1,--u-bits 2,,2,False,32,16,100,41,1.5761647056026529,0.5892193308550185,1.2359608989773374,0.5606060606060606,0.6212121212121212,486151.42590497737,2.2093982696533203,92.1,2026-08-21T10:14:39.781057+00:00,0.06310349571354248,0.18971580003990846,0.2249843302895041,0.2652597567614387,0.2584752230083241,0.200308,"[0.06310349571354248, 0.18971580003990846, 0.2249843302895041, 0.2652597567614387, 0.2584752230083241]",1,127.27,0.07811,96.5,6630.0
|
| 43 |
+
opt4_ubits2,opt4_mint_membrane_quant.py,598d76c727a2deea,4,1,--u-bits 2,,2,False,32,16,100,42,1.5589301417751382,0.5947955390334573,1.2557415908033198,0.6022727272727273,0.6212121212121212,491633.16628959274,2.204881429672241,94.3,2026-08-21T10:14:42.012020+00:00,0.06393017488367417,0.19071409369216247,0.22954466237741358,0.26758172582177553,0.25907915304688844,0.20217,"[0.06393017488367417, 0.19071409369216247, 0.22954466237741358, 0.26758172582177553, 0.25907915304688844]",,,,,
|
| 44 |
+
opt4_ubits2,opt4_mint_membrane_quant.py,598d76c727a2deea,4,1,--u-bits 2,,2,False,32,16,100,43,1.5331639906730794,0.5966542750929368,1.1033148187579531,0.5643939393939394,0.6212121212121212,484742.0295531674,2.217334508895874,96.5,2026-08-21T10:14:44.256221+00:00,0.06314682872856364,0.18647795214372523,0.22767136465100682,0.2687835360274595,0.26155228474560904,0.201526,"[0.06314682872856364, 0.18647795214372523, 0.22767136465100682, 0.2687835360274595, 0.26155228474560904]",1,142.12,0.08754,95.0,6630.0
|
| 45 |
+
opt4_ubits2,opt4_mint_membrane_quant.py,598d76c727a2deea,4,1,--u-bits 2,,2,False,32,16,100,44,1.5482344033549709,0.5724907063197026,1.160259434671113,0.5568181818181818,0.6212121212121212,489008.38532239816,2.2118079662323,98.7,2026-08-21T10:14:46.493363+00:00,0.06314504190402873,0.18914282321929932,0.2306211117435904,0.26853153635473814,0.25689683591618256,0.201667,"[0.06314504190402873, 0.18914282321929932, 0.2306211117435904, 0.26853153635473814, 0.25689683591618256]",,,,,
|
| 46 |
+
opt4_ubits2,opt4_mint_membrane_quant.py,598d76c727a2deea,4,1,--u-bits 2,,2,False,32,16,100,45,1.5612259815173521,0.6078066914498141,1.4185851017634075,0.5643939393939394,0.6212121212121212,478141.8515271493,2.214123249053955,100.9,2026-08-21T10:14:48.738283+00:00,0.060653823920909095,0.18739206300062292,0.2238480080576504,0.2663167995565078,0.26114744298598347,0.199872,"[0.060653823920909095, 0.18739206300062292, 0.2238480080576504, 0.2663167995565078, 0.26114744298598347]",1,136.57,0.084,95.0,6630.0
|
| 47 |
+
opt4_ubits2,opt4_mint_membrane_quant.py,598d76c727a2deea,4,1,--u-bits 2,,2,False,32,16,100,46,1.5617820591731586,0.6022304832713755,1.227565418590199,0.6325757575757576,0.6325757575757576,474819.2478789593,2.212385892868042,103.1,2026-08-21T10:14:50.976183+00:00,0.06263311952352524,0.18295715749263763,0.21918069439775803,0.2636559465352227,0.2580443857347264,0.197294,"[0.06263311952352524, 0.18295715749263763, 0.21918069439775803, 0.2636559465352227, 0.2580443857347264]",,,,,
|
| 48 |
+
opt4_ubits2,opt4_mint_membrane_quant.py,598d76c727a2deea,4,1,--u-bits 2,,2,False,32,16,100,47,1.6177067969368293,0.5836431226765799,1.1708187334465259,0.6060606060606061,0.6325757575757576,486745.8512443439,2.214791774749756,105.4,2026-08-21T10:14:53.221353+00:00,0.06636355159913793,0.18332200628869674,0.22559677765649908,0.2662647015908185,0.25992216608103585,0.200294,"[0.06636355159913793, 0.18332200628869674, 0.22559677765649908, 0.2662647015908185, 0.25992216608103585]",1,130.54,0.08031,96.5,6630.0
|
| 49 |
+
opt4_ubits2,opt4_mint_membrane_quant.py,598d76c727a2deea,4,1,--u-bits 2,,2,False,32,16,100,48,1.6053113932946357,0.604089219330855,1.069711356452017,0.5833333333333334,0.6325757575757576,485489.73826357466,2.2237696647644043,107.6,2026-08-21T10:14:55.471114+00:00,0.06619536197360824,0.18394916285486781,0.22251397721907673,0.26682939599542055,0.2574866466662463,0.199395,"[0.06619536197360824, 0.18394916285486781, 0.22251397721907673, 0.26682939599542055, 0.2574866466662463]",,,,,
|
| 50 |
+
opt4_ubits2,opt4_mint_membrane_quant.py,598d76c727a2deea,4,1,--u-bits 2,,2,False,32,16,100,49,1.571665313607255,0.6133828996282528,1.2057107253508135,0.5833333333333334,0.6325757575757576,485739.02092760184,2.224470376968384,109.8,2026-08-21T10:14:57.722799+00:00,0.06461110207087853,0.1871629024253172,0.22315063459031723,0.266111317802878,0.25290633299771476,0.198788,"[0.06461110207087853, 0.1871629024253172, 0.22315063459031723, 0.266111317802878, 0.25290633299771476]",,,,,
|
| 51 |
+
opt4_ubits2,opt4_mint_membrane_quant.py,598d76c727a2deea,4,1,--u-bits 2,,2,False,32,16,100,50,1.5584909233461968,0.587360594795539,1.13990365375172,0.6287878787878788,0.6325757575757576,485072.05203619914,2.2347354888916016,112.0,2026-08-21T10:14:59.983700+00:00,0.06444952899918836,0.18697075282826142,0.22293562047621784,0.26614681412191954,0.2507298676406636,0.198247,"[0.06444952899918836, 0.18697075282826142, 0.22293562047621784, 0.26614681412191954, 0.2507298676406636]",1,127.92,0.07941,95.5,6630.0
|
| 52 |
+
opt4_ubits2,opt4_mint_membrane_quant.py,598d76c727a2deea,4,1,--u-bits 2,,2,False,32,16,100,51,1.5388888683460902,0.6263940520446096,1.1327314882567434,0.6287878787878788,0.6325757575757576,488482.9985859728,2.2418909072875977,114.3,2026-08-21T10:15:02.252135+00:00,0.06528026785920649,0.18655452833456151,0.22700180902200587,0.2657329615424661,0.25425418159540963,0.199765,"[0.06528026785920649, 0.18655452833456151, 0.22700180902200587, 0.2657329615424661, 0.25425418159540963]",,,,,
|
| 53 |
+
opt4_ubits2,opt4_mint_membrane_quant.py,598d76c727a2deea,4,1,--u-bits 2,,2,False,32,16,100,52,1.5201420199029065,0.620817843866171,1.1717984459616921,0.5871212121212122,0.6325757575757576,498203.5349264706,2.246185541152954,116.5,2026-08-21T10:15:04.524389+00:00,0.06783961241736132,0.18872545133618748,0.23052006696953492,0.26761068666682525,0.2525489084860858,0.201449,"[0.06783961241736132, 0.18872545133618748, 0.23052006696953492, 0.26761068666682525, 0.2525489084860858]",1,147.9,0.09228,96.0,6630.0
|
| 54 |
+
opt4_ubits2,opt4_mint_membrane_quant.py,598d76c727a2deea,4,1,--u-bits 2,,2,False,32,16,100,53,1.5250677605987037,0.6486988847583643,1.1261968504298816,0.6060606060606061,0.6325757575757576,489884.86566742085,2.2545673847198486,118.8,2026-08-21T10:15:06.805304+00:00,0.06634680159828242,0.18420298660502715,0.22974829901667201,0.2676643659086788,0.2468525469303131,0.198963,"[0.06634680159828242, 0.18420298660502715, 0.22974829901667201, 0.2676643659086788, 0.2468525469303131]",,,,,
|
| 55 |
+
opt4_ubits2,opt4_mint_membrane_quant.py,598d76c727a2deea,4,1,--u-bits 2,,2,False,32,16,100,54,1.4754795562822136,0.6189591078066915,1.1209548350536462,0.625,0.6325757575757576,478749.83371040726,2.2574446201324463,121.0,2026-08-21T10:15:09.089367+00:00,0.06588245884460561,0.17949493930620306,0.22040500097415028,0.2649187270332785,0.2508421680506538,0.196309,"[0.06588245884460561, 0.17949493930620306, 0.22040500097415028, 0.2649187270332785, 0.2508421680506538]",1,126.65,0.07942,96.0,6630.0
|
| 56 |
+
opt4_ubits2,opt4_mint_membrane_quant.py,598d76c727a2deea,4,1,--u-bits 2,,2,False,32,16,100,55,1.4599050677841925,0.6561338289962825,1.078889377189405,0.6515151515151515,0.6515151515151515,483186.83484162897,2.2675528526306152,123.3,2026-08-21T10:15:11.382797+00:00,0.06871694238746867,0.1810466690975077,0.2145595594364054,0.26436994180959816,0.2512053759659038,0.19598,"[0.06871694238746867, 0.1810466690975077, 0.2145595594364054, 0.26436994180959816, 0.2512053759659038]",,,,,
|
| 57 |
+
opt4_ubits2,opt4_mint_membrane_quant.py,598d76c727a2deea,4,1,--u-bits 2,,2,False,32,16,100,56,1.49471181830509,0.6431226765799256,1.0961982662027532,0.6287878787878788,0.6515151515151515,476737.8800904978,2.272149085998535,125.6,2026-08-21T10:15:13.685540+00:00,0.06923856849179548,0.17628956629949458,0.20920184868223526,0.2662908557583304,0.2514234518303591,0.194489,"[0.06923856849179548, 0.17628956629949458, 0.20920184868223526, 0.2662908557583304, 0.2514234518303591]",1,143.87,0.0908,92.0,6630.0
|
| 58 |
+
opt4_ubits2,opt4_mint_membrane_quant.py,598d76c727a2deea,4,1,--u-bits 2,,2,False,32,16,100,57,1.4599510400268667,0.6338289962825279,1.1293228720173691,0.5795454545454546,0.6515151515151515,473060.14055429865,2.286715507507324,127.9,2026-08-21T10:15:15.999369+00:00,0.06870650543886073,0.17603564087082357,0.2064072971834856,0.2602862487821018,0.24597299274276285,0.191482,"[0.06870650543886073, 0.17603564087082357, 0.2064072971834856, 0.2602862487821018, 0.24597299274276285]",,,,,
|
| 59 |
+
opt4_ubits2,opt4_mint_membrane_quant.py,598d76c727a2deea,4,1,--u-bits 2,,2,False,32,16,100,58,1.4870524397569962,0.6301115241635687,1.1298934853438176,0.6212121212121212,0.6515151515151515,474261.8163178733,2.2768778800964355,130.1,2026-08-21T10:15:18.302725+00:00,0.07023537421927732,0.17636710931273067,0.20224589372382445,0.2589968004647423,0.24606010843725765,0.190781,"[0.07023537421927732, 0.17636710931273067, 0.20224589372382445, 0.2589968004647423, 0.24606010843725765]",1,127.19,0.08044,97.0,6630.0
|
| 60 |
+
opt4_ubits2,opt4_mint_membrane_quant.py,598d76c727a2deea,4,1,--u-bits 2,,2,False,32,16,100,59,1.452438703256912,0.6319702602230484,1.0429435860026965,0.7007575757575758,0.7007575757575758,466895.0206447964,2.269794225692749,132.4,2026-08-21T10:15:20.598697+00:00,0.06738254997660131,0.174839767463067,0.20262151430634892,0.25910037580658407,0.2469017067376305,0.190169,"[0.06738254997660131, 0.174839767463067, 0.20262151430634892, 0.25910037580658407, 0.2469017067376305]",,,,,
|
| 61 |
+
opt4_ubits2,opt4_mint_membrane_quant.py,598d76c727a2deea,4,1,--u-bits 2,,2,False,32,16,100,60,1.3503136958331423,0.7026022304832714,1.253055948199648,0.5984848484848485,0.7007575757575758,474811.3185803168,2.2602837085723877,134.7,2026-08-21T10:15:22.890847+00:00,0.0687729628647075,0.17835881604867823,0.20468333801802466,0.2613672210889704,0.23840011042707107,0.190316,"[0.0687729628647075, 0.17835881604867823, 0.20468333801802466, 0.2613672210889704, 0.23840011042707107]",,,,,
|
| 62 |
+
opt4_ubits2,opt4_mint_membrane_quant.py,598d76c727a2deea,4,1,--u-bits 2,,2,False,32,16,100,61,1.4233471939554887,0.6598513011152416,1.1019899357448926,0.6704545454545454,0.7007575757575758,462497.0014140272,2.2595231533050537,136.9,2026-08-21T10:15:25.175791+00:00,0.06870107747176114,0.1706139804685817,0.19709806144237518,0.2605050118530498,0.24457113357151256,0.188298,"[0.06870107747176114, 0.1706139804685817, 0.19709806144237518, 0.2605050118530498, 0.24457113357151256]",1,115.4,0.07243,97.0,6630.0
|
| 63 |
+
opt4_ubits2,opt4_mint_membrane_quant.py,598d76c727a2deea,4,1,--u-bits 2,,2,False,32,16,100,62,1.439027002752935,0.6431226765799256,1.0452825589613481,0.6590909090909091,0.7007575757575758,467944.41925904976,2.2574007511138916,139.2,2026-08-21T10:15:27.459569+00:00,0.06893749578910716,0.17328045385725357,0.20076081682653987,0.26246627113398385,0.24189635760643902,0.189468,"[0.06893749578910716, 0.17328045385725357, 0.20076081682653987, 0.26246627113398385, 0.24189635760643902]",,,,,
|
| 64 |
+
opt4_ubits2,opt4_mint_membrane_quant.py,598d76c727a2deea,4,1,--u-bits 2,,2,False,32,16,100,63,1.41297634649454,0.6486988847583643,0.9966221614317461,0.6742424242424242,0.7007575757575758,473228.5301187783,2.2495062351226807,141.4,2026-08-21T10:15:29.737171+00:00,0.06958215398823514,0.17573177814483643,0.20324191451072693,0.2628866293851067,0.2423440761425916,0.190757,"[0.06958215398823514, 0.17573177814483643, 0.20324191451072693, 0.2628866293851067, 0.2423440761425916]",1,137.89,0.08616,95.0,6630.0
|
| 65 |
+
opt4_ubits2,opt4_mint_membrane_quant.py,598d76c727a2deea,4,1,--u-bits 2,,2,False,32,16,100,64,1.4511375639961555,0.6356877323420075,1.1542807456218835,0.6742424242424242,0.7007575757575758,469420.52078619914,2.2406673431396484,143.7,2026-08-21T10:15:32.005732+00:00,0.06810915250988568,0.17451519124648152,0.20338546353227951,0.26620934991275563,0.24795233677415288,0.192034,"[0.06810915250988568, 0.17451519124648152, 0.20338546353227951, 0.26620934991275563, 0.24795233677415288]",,,,,
|
| 66 |
+
opt4_ubits2,opt4_mint_membrane_quant.py,598d76c727a2deea,4,1,--u-bits 2,,2,False,32,16,100,65,1.3528923837668834,0.6840148698884758,1.0312849987636914,0.6818181818181818,0.7007575757575758,463992.72666855203,2.2387373447418213,145.9,2026-08-21T10:15:34.273417+00:00,0.06802683849545087,0.1720761279849445,0.19895295974086313,0.263991175328984,0.23808711504234986,0.188227,"[0.06802683849545087, 0.1720761279849445, 0.19895295974086313, 0.263991175328984, 0.23808711504234986]",1,107.57,0.06689,95.0,6630.0
|
| 67 |
+
opt4_ubits2,opt4_mint_membrane_quant.py,598d76c727a2deea,4,1,--u-bits 2,,2,False,32,16,100,66,1.3548513158989661,0.671003717472119,1.192685026111025,0.6628787878787878,0.7007575757575758,470714.5668834842,2.2363901138305664,148.2,2026-08-21T10:15:36.535618+00:00,0.0685427180107902,0.17563703831504374,0.2022930208374472,0.26502348394954905,0.2403699790730196,0.190373,"[0.0685427180107902, 0.17563703831504374, 0.2022930208374472, 0.26502348394954905, 0.2403699790730196]",,,,,
|
| 68 |
+
opt4_ubits2,opt4_mint_membrane_quant.py,598d76c727a2deea,4,1,--u-bits 2,,2,False,32,16,100,67,1.3296765257434775,0.6895910780669146,1.1185071721221462,0.6628787878787878,0.7007575757575758,469436.1889140272,2.2303006649017334,150.4,2026-08-21T10:15:38.791995+00:00,0.06867761121076696,0.17390385533080382,0.20240526514894822,0.26645415144808154,0.24151984207770405,0.190592,"[0.06867761121076696, 0.17390385533080382, 0.20240526514894822, 0.26645415144808154, 0.24151984207770405]",,,,,
|
| 69 |
+
opt4_ubits2,opt4_mint_membrane_quant.py,598d76c727a2deea,4,1,--u-bits 2,,2,False,32,16,100,68,1.3729130565898569,0.6858736059479554,1.0686164949879502,0.6515151515151515,0.7007575757575758,472380.17010746605,2.2281956672668457,152.6,2026-08-21T10:15:41.045959+00:00,0.0673704379621674,0.17632617757600896,0.20760654438944423,0.26979246735572815,0.2392593832576976,0.192071,"[0.0673704379621674, 0.17632617757600896, 0.20760654438944423, 0.26979246735572815, 0.2392593832576976]",1,124.16,0.07685,97.0,6630.0
|
| 70 |
+
opt4_ubits2,opt4_mint_membrane_quant.py,598d76c727a2deea,4,1,--u-bits 2,,2,False,32,16,100,69,1.3599401450954849,0.6840148698884758,1.104874809583028,0.6742424242424242,0.7007575757575758,474554.2771493213,2.2265822887420654,154.8,2026-08-21T10:15:43.298100+00:00,0.06824054700486801,0.17662795676904566,0.20741773528211258,0.2705499599961674,0.24323676701854258,0.193215,"[0.06824054700486801, 0.17662795676904566, 0.20741773528211258, 0.2705499599961674, 0.24323676701854258]",,,,,
|
| 71 |
+
opt4_ubits2,opt4_mint_membrane_quant.py,598d76c727a2deea,4,1,--u-bits 2,,2,False,32,16,100,70,1.3492334216943904,0.6747211895910781,1.189430883436492,0.6401515151515151,0.7007575757575758,477811.5066459276,2.230553150177002,157.1,2026-08-21T10:15:45.555863+00:00,0.06951326438609291,0.1785319587763618,0.20590431549969843,0.26645920381826516,0.2336096614599228,0.190804,"[0.06951326438609291, 0.1785319587763618, 0.20590431549969843, 0.26645920381826516, 0.2336096614599228]",1,129.97,0.08053,95.0,6630.0
|
| 72 |
+
opt4_ubits2,opt4_mint_membrane_quant.py,598d76c727a2deea,4,1,--u-bits 2,,2,False,32,16,100,71,1.3025683310838436,0.7026022304832714,1.0213539744868423,0.6666666666666666,0.7007575757575758,465873.32635746605,2.2322397232055664,159.3,2026-08-21T10:15:47.814741+00:00,0.06609783716061536,0.17473859208471634,0.20472871117732105,0.26501840002396526,0.23452318766537836,0.189021,"[0.06609783716061536, 0.17473859208471634, 0.20472871117732105, 0.26501840002396526, 0.23452318766537836]",,,,,
|
| 73 |
+
opt4_ubits2,opt4_mint_membrane_quant.py,598d76c727a2deea,4,1,--u-bits 2,,2,False,32,16,100,72,1.3045386762867186,0.6970260223048327,1.0511441086277817,0.6931818181818182,0.7007575757575758,470659.32367081445,2.2270188331604004,161.5,2026-08-21T10:15:50.067878+00:00,0.06723706029793795,0.17720076967688167,0.20487308677505045,0.262937068939209,0.23592925685293534,0.189635,"[0.06723706029793795, 0.17720076967688167, 0.20487308677505045, 0.262937068939209, 0.23592925685293534]",1,136.45,0.08441,95.5,6630.0
|
| 74 |
+
opt4_ubits2,opt4_mint_membrane_quant.py,598d76c727a2deea,4,1,--u-bits 2,,2,False,32,16,100,73,1.334468689106654,0.70817843866171,1.0570996475942207,0.6666666666666666,0.7007575757575758,469992.45941742085,2.2263193130493164,163.8,2026-08-21T10:15:52.321752+00:00,0.06730959301485735,0.1772141018334557,0.20356093785342047,0.26183100658304553,0.2358840502360288,0.18916,"[0.06730959301485735, 0.1772141018334557, 0.20356093785342047, 0.26183100658304553, 0.2358840502360288]",,,,,
|
| 75 |
+
opt4_ubits2,opt4_mint_membrane_quant.py,598d76c727a2deea,4,1,--u-bits 2,,2,False,32,16,100,74,1.2730407599622875,0.7360594795539034,1.00401223970182,0.6628787878787878,0.7007575757575758,460724.02135180996,2.2318544387817383,166.0,2026-08-21T10:15:54.578801+00:00,0.06622741634354871,0.17279794724548564,0.19998013973236084,0.25818128270261426,0.23458168436499202,0.186354,"[0.06622741634354871, 0.17279794724548564, 0.19998013973236084, 0.25818128270261426, 0.23458168436499202]",1,111.17,0.06892,94.0,6630.0
|
| 76 |
+
opt4_ubits2,opt4_mint_membrane_quant.py,598d76c727a2deea,4,1,--u-bits 2,,2,False,32,16,100,75,1.299650284880599,0.7100371747211895,1.0335623206514302,0.6818181818181818,0.7007575757575758,459677.97907239816,2.2227156162261963,168.2,2026-08-21T10:15:56.827824+00:00,0.06609144149457707,0.17211778987856471,0.19984930753707886,0.25822700647746816,0.23645413097213297,0.186548,"[0.06609144149457707, 0.17211778987856471, 0.19984930753707886, 0.25822700647746816, 0.23645413097213297]",,,,,
|
| 77 |
+
opt4_ubits2,opt4_mint_membrane_quant.py,598d76c727a2deea,4,1,--u-bits 2,,2,False,32,16,100,76,1.280894929591608,0.7156133828996283,1.10003427845059,0.678030303030303,0.7007575757575758,463963.0979920815,2.2322428226470947,170.4,2026-08-21T10:15:59.085326+00:00,0.06670633089893005,0.1748677159056944,0.20023519589620478,0.2576695873456843,0.23437784875140472,0.186771,"[0.06670633089893005, 0.1748677159056944, 0.20023519589620478, 0.2576695873456843, 0.23437784875140472]",1,135.78,0.08419,96.0,6630.0
|
| 78 |
+
opt4_ubits2,opt4_mint_membrane_quant.py,598d76c727a2deea,4,1,--u-bits 2,,2,False,32,16,100,77,1.2609610083377938,0.70817843866171,1.0040294257077305,0.6893939393939394,0.7007575757575758,466592.9441459276,2.2369418144226074,172.7,2026-08-21T10:16:01.349206+00:00,0.06650146666695089,0.17703220861799576,0.20183814886738272,0.2571229864569271,0.23666046998080084,0.187831,"[0.06650146666695089, 0.17703220861799576, 0.20183814886738272, 0.2571229864569271, 0.23666046998080084]",,,,,
|
| 79 |
+
opt4_ubits2,opt4_mint_membrane_quant.py,598d76c727a2deea,4,1,--u-bits 2,,2,False,32,16,100,78,1.3131799104045314,0.7063197026022305,0.9976277459751476,0.7045454545454546,0.7045454545454546,462325.11001131224,2.229844570159912,174.9,2026-08-21T10:16:03.605083+00:00,0.06575962725807638,0.17461381063741796,0.20118156689054825,0.25846154374234814,0.23605795555254994,0.187215,"[0.06575962725807638, 0.17461381063741796, 0.20118156689054825, 0.25846154374234814, 0.23605795555254994]",,,,,
|
| 80 |
+
opt4_ubits2,opt4_mint_membrane_quant.py,598d76c727a2deea,4,1,--u-bits 2,,2,False,32,16,100,79,1.254261798575022,0.7100371747211895,0.9909176140120535,0.6742424242424242,0.7045454545454546,469002.76018099545,2.2369980812072754,177.1,2026-08-21T10:16:05.872670+00:00,0.06702501282972448,0.1779285117107279,0.20236029081484852,0.2581741213798523,0.23190977380556219,0.18748,"[0.06702501282972448, 0.1779285117107279, 0.20236029081484852, 0.2581741213798523, 0.23190977380556219]",1,122.85,0.07634,95.0,6630.0
|
| 81 |
+
opt4_ubits2,opt4_mint_membrane_quant.py,598d76c727a2deea,4,1,--u-bits 2,,2,False,32,16,100,80,1.2683355706331898,0.7211895910780669,0.9620450590596055,0.6856060606060606,0.7045454545454546,465915.9058257919,2.2349603176116943,179.4,2026-08-21T10:16:08.133289+00:00,0.06545451195801005,0.1775499240440481,0.2033756848643808,0.2587219336453606,0.2319787661818897,0.187416,"[0.06545451195801005, 0.1775499240440481, 0.2033756848643808, 0.2587219336453606, 0.2319787661818897]",,,,,
|
| 82 |
+
opt4_ubits2,opt4_mint_membrane_quant.py,598d76c727a2deea,4,1,--u-bits 2,,2,False,32,16,100,81,1.228469617747906,0.7397769516728625,1.0006938630884343,0.678030303030303,0.7045454545454546,458825.77205882355,2.2376792430877686,181.6,2026-08-21T10:16:10.397528+00:00,0.06440667939536712,0.17318874685203328,0.2023643781157101,0.2601317658143885,0.2353440540678361,0.187087,"[0.06440667939536712, 0.17318874685203328, 0.2023643781157101, 0.2601317658143885, 0.2353440540678361]",1,131.46,0.08171,96.5,6630.0
|
| 83 |
+
opt4_ubits2,opt4_mint_membrane_quant.py,598d76c727a2deea,4,1,--u-bits 2,,2,False,32,16,100,82,1.208644069260381,0.7472118959107806,1.0252613804557107,0.6590909090909091,0.7045454545454546,467059.7488687783,2.2395517826080322,183.9,2026-08-21T10:16:12.662664+00:00,0.06573611322571249,0.17764233753961675,0.20399258504895604,0.259620783960118,0.2338603103862089,0.18817,"[0.06573611322571249, 0.17764233753961675, 0.20399258504895604, 0.259620783960118, 0.2338603103862089]",,,,,
|
| 84 |
+
opt4_ubits2,opt4_mint_membrane_quant.py,598d76c727a2deea,4,1,--u-bits 2,,2,False,32,16,100,83,1.2294411322441243,0.7490706319702602,0.9979545943664782,0.6666666666666666,0.7045454545454546,464295.4066742081,2.2461440563201904,186.1,2026-08-21T10:16:14.934733+00:00,0.06524171241942574,0.17688461962868185,0.20252801653216868,0.25820056129904356,0.23627772313707016,0.187827,"[0.06524171241942574, 0.17688461962868185, 0.20252801653216868, 0.25820056129904356, 0.23627772313707016]",1,138.18,0.08621,95.0,6630.0
|
| 85 |
+
opt4_ubits2,opt4_mint_membrane_quant.py,598d76c727a2deea,4,1,--u-bits 2,,2,False,32,16,100,84,1.2663083058750761,0.7230483271375465,0.994993477156668,0.6856060606060606,0.7045454545454546,470126.39635180996,2.246657371520996,188.3,2026-08-21T10:16:17.206425+00:00,0.066936906427145,0.17899365021901972,0.20266452869948218,0.2582128556335674,0.23515618461019852,0.188393,"[0.066936906427145, 0.17899365021901972, 0.20266452869948218, 0.2582128556335674, 0.23515618461019852]",,,,,
|
| 86 |
+
opt4_ubits2,opt4_mint_membrane_quant.py,598d76c727a2deea,4,1,--u-bits 2,,2,False,32,16,100,85,1.2180131066687487,0.7360594795539034,0.9566373138716726,0.7007575757575758,0.7045454545454546,463546.2429298642,2.2576582431793213,190.6,2026-08-21T10:16:19.488991+00:00,0.06543303631684359,0.17613307605771458,0.20186480003244736,0.2584051700199352,0.23154043888344483,0.186675,"[0.06543303631684359, 0.17613307605771458, 0.20186480003244736, 0.2584051700199352, 0.23154043888344483]",1,131.15,0.08225,90.5,6630.0
|
| 87 |
+
opt4_ubits2,opt4_mint_membrane_quant.py,598d76c727a2deea,4,1,--u-bits 2,,2,False,32,16,100,86,1.212401274854809,0.7360594795539034,1.0171628215096213,0.6856060606060606,0.7045454545454546,462557.0617929864,2.2516589164733887,192.9,2026-08-21T10:16:21.768144+00:00,0.0651758602436851,0.1757178026087144,0.2019276969573077,0.2579943152034984,0.23221236029092004,0.186606,"[0.0651758602436851, 0.1757178026087144, 0.2019276969573077, 0.2579943152034984, 0.23221236029092004]",,,,,
|
| 88 |
+
opt4_ubits2,opt4_mint_membrane_quant.py,598d76c727a2deea,4,1,--u-bits 2,,2,False,32,16,100,87,1.2242400242936655,0.7434944237918215,0.9483486341707634,0.7083333333333334,0.7083333333333334,470529.05231900455,2.251063108444214,195.1,2026-08-21T10:16:24.045439+00:00,0.06630267641123604,0.1799292529330534,0.2039727156653124,0.2589562342447393,0.2313414189745398,0.1881,"[0.06630267641123604, 0.1799292529330534, 0.2039727156653124, 0.2589562342447393, 0.2313414189745398]",1,129.73,0.08112,95.0,6630.0
|
| 89 |
+
opt4_ubits2,opt4_mint_membrane_quant.py,598d76c727a2deea,4,1,--u-bits 2,,2,False,32,16,100,88,1.2601096000813197,0.7118959107806692,0.9695006301908782,0.7007575757575758,0.7083333333333334,465373.8762726244,2.256082773208618,197.4,2026-08-21T10:16:26.332489+00:00,0.06505314786644543,0.17792669727521784,0.20336520408882813,0.25810819163041954,0.23089571998399847,0.18707,"[0.06505314786644543, 0.17792669727521784, 0.20336520408882813, 0.25810819163041954, 0.23089571998399847]",,,,,
|
| 90 |
+
opt4_ubits2,opt4_mint_membrane_quant.py,598d76c727a2deea,4,1,--u-bits 2,,2,False,32,16,100,89,1.21211420470454,0.7434944237918215,0.9902097384134928,0.6856060606060606,0.7083333333333334,463668.3470022625,2.2416887283325195,199.6,2026-08-21T10:16:28.600781+00:00,0.06555436288609225,0.1760118428398581,0.20182771367185257,0.25839051604270935,0.2334175977636786,0.18704,"[0.06555436288609225, 0.1760118428398581, 0.20182771367185257, 0.25839051604270935, 0.2334175977636786]",,,,,
|
| 91 |
+
opt4_ubits2,opt4_mint_membrane_quant.py,598d76c727a2deea,4,1,--u-bits 2,,2,False,32,16,100,90,1.2596194682068098,0.7193308550185874,0.981647197044257,0.6893939393939394,0.7083333333333334,463134.7249717195,2.2447502613067627,201.9,2026-08-21T10:16:30.871614+00:00,0.06506129770594485,0.17637812039431403,0.2021201656145208,0.25814346530858207,0.2326521040762172,0.186871,"[0.06506129770594485, 0.17637812039431403, 0.2021201656145208, 0.25814346530858207, 0.2326521040762172]",1,128.99,0.08043,96.0,6630.0
|
| 92 |
+
opt4_ubits2,opt4_mint_membrane_quant.py,598d76c727a2deea,4,1,--u-bits 2,,2,False,32,16,100,91,1.2354621373144667,0.7118959107806692,1.0033101963274407,0.7083333333333334,0.7083333333333334,459262.5087669683,2.2454817295074463,204.1,2026-08-21T10:16:33.143143+00:00,0.06474354709772502,0.17377883195877075,0.20085914082386913,0.25941379806574655,0.2345954591737074,0.186678,"[0.06474354709772502, 0.17377883195877075, 0.20085914082386913, 0.25941379806574655, 0.2345954591737074]",,,,,
|
| 93 |
+
opt4_ubits2,opt4_mint_membrane_quant.py,598d76c727a2deea,4,1,--u-bits 2,,2,False,32,16,100,92,1.187286454948794,0.7565055762081785,1.0437020406578525,0.6742424242424242,0.7083333333333334,462251.14734162897,2.2525150775909424,206.3,2026-08-21T10:16:35.421584+00:00,0.06525637165588491,0.17615713792688706,0.20065195595516877,0.2559616144965677,0.23208706256221323,0.186023,"[0.06525637165588491, 0.17615713792688706, 0.20065195595516877, 0.2559616144965677, 0.23208706256221323]",1,138.91,0.08692,96.0,6630.0
|
| 94 |
+
opt4_ubits2,opt4_mint_membrane_quant.py,598d76c727a2deea,4,1,--u-bits 2,,2,False,32,16,100,93,1.2063719481783728,0.7397769516728625,1.044755133715543,0.6818181818181818,0.7083333333333334,463008.653280543,2.2414166927337646,208.6,2026-08-21T10:16:37.689013+00:00,0.06498749466503367,0.17633745249579935,0.20226361996987285,0.2581680662491742,0.2320064876009436,0.186753,"[0.06498749466503367, 0.17633745249579935, 0.20226361996987285, 0.2581680662491742, 0.2320064876009436]",,,,,
|
| 95 |
+
opt4_ubits2,opt4_mint_membrane_quant.py,598d76c727a2deea,4,1,--u-bits 2,,2,False,32,16,100,94,1.2281459561067887,0.7565055762081785,1.0225430618632922,0.6893939393939394,0.7083333333333334,468364.61637443444,2.243642807006836,210.8,2026-08-21T10:16:39.958795+00:00,0.06689510735518792,0.177809716147535,0.20218922022510977,0.25710438630160165,0.23054854834780975,0.186909,"[0.06689510735518792, 0.177809716147535, 0.20218922022510977, 0.25710438630160165, 0.23054854834780975]",,,,,
|
| 96 |
+
opt4_ubits2,opt4_mint_membrane_quant.py,598d76c727a2deea,4,1,--u-bits 2,,2,False,32,16,100,95,1.2203454186925216,0.7379182156133829,0.9682100180423621,0.6856060606060606,0.7083333333333334,462078.04355203616,2.2430765628814697,213.1,2026-08-21T10:16:42.230849+00:00,0.06472515161423122,0.1760849496897529,0.20225240290164948,0.2573522679946002,0.23162727934472702,0.186408,"[0.06472515161423122, 0.1760849496897529, 0.20225240290164948, 0.2573522679946002, 0.23162727934472702]",1,88.95,0.05542,99.0,6630.0
|
| 97 |
+
opt4_ubits2,opt4_mint_membrane_quant.py,598d76c727a2deea,4,1,--u-bits 2,,2,False,32,16,100,96,1.2244459926860483,0.7342007434944238,0.99169752814553,0.6856060606060606,0.7083333333333334,465266.70432692306,2.2430200576782227,215.3,2026-08-21T10:16:44.500570+00:00,0.06503193869310267,0.17800677523893468,0.20321773693842046,0.2577861249446869,0.2274885572054807,0.186306,"[0.06503193869310267, 0.17800677523893468, 0.20321773693842046, 0.2577861249446869, 0.2274885572054807]",,,,,
|
| 98 |
+
opt4_ubits2,opt4_mint_membrane_quant.py,598d76c727a2deea,4,1,--u-bits 2,,2,False,32,16,100,97,1.234336451083754,0.7397769516728625,0.9602085243571888,0.7007575757575758,0.7083333333333334,463804.61467760184,2.2385940551757812,217.6,2026-08-21T10:16:46.765967+00:00,0.06500988103011075,0.17701056336655335,0.20243233968229854,0.25773778207161846,0.23330063679639032,0.187098,"[0.06500988103011075, 0.17701056336655335, 0.20243233968229854, 0.25773778207161846, 0.23330063679639032]",1,129.15,0.08031,96.0,6630.0
|
| 99 |
+
opt4_ubits2,opt4_mint_membrane_quant.py,598d76c727a2deea,4,1,--u-bits 2,,2,False,32,16,100,98,1.1760820163670083,0.7509293680297398,0.9187145630518595,0.7045454545454546,0.7083333333333334,462699.86057692306,2.2350854873657227,219.8,2026-08-21T10:16:49.026466+00:00,0.06463156728183522,0.17658489153665655,0.2025858453091453,0.25800663232803345,0.23559504747390747,0.187481,"[0.06463156728183522, 0.17658489153665655, 0.2025858453091453, 0.25800663232803345, 0.23559504747390747]",,,,,
|
| 100 |
+
opt4_ubits2,opt4_mint_membrane_quant.py,598d76c727a2deea,4,1,--u-bits 2,,2,False,32,16,100,99,1.1965333342995341,0.7360594795539034,0.9661939180258549,0.6818181818181818,0.7083333333333334,465323.80104638013,2.2429938316345215,222.0,2026-08-21T10:16:51.303375+00:00,0.06555469772394966,0.17739922772435582,0.20249984194250667,0.2574112099759719,0.23037873383830576,0.186649,"[0.06555469772394966, 0.17739922772435582, 0.20249984194250667, 0.2574112099759719, 0.23037873383830576]",1,130.14,0.08108,96.5,6630.0
|
| 101 |
+
opt4_ubits2,opt4_mint_membrane_quant.py,598d76c727a2deea,4,1,--u-bits 2,,2,False,32,16,100,100,1.2173513621645788,0.7490706319702602,0.9428806991288157,0.7083333333333334,0.7083333333333334,466684.2412330317,2.2287070751190186,224.3,2026-08-21T10:16:53.559519+00:00,0.06506027982515447,0.1793036276803297,0.20354382869075327,0.2562400891500361,0.23098939657211304,0.187027,"[0.06506027982515447, 0.1793036276803297, 0.20354382869075327, 0.2562400891500361, 0.23098939657211304]",,,,,
|
opt4_mint_membrane_quant/opt4_ubits2.epochs.jsonl
ADDED
|
@@ -0,0 +1,100 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{"epoch": 1, "train_loss": 3.037398685753124, "train_acc": 0.35687732342007433, "test_loss": 2.1666256080974233, "test_acc": 0.24242424242424243, "best_acc": 0.24242424242424243, "spike_rates": [0.058151202166781706, 0.1200817139709697, 0.2491989223396077, 0.2945652516449199, 0.30320922767414765], "spikes_per_sample": 419662.277290724, "wall_time_s": 2.6275875568389893, "timestamp": "2026-08-21T10:13:09.204254+00:00"}
|
| 2 |
+
{"epoch": 2, "train_loss": 2.156579217059905, "train_acc": 0.35315985130111527, "test_loss": 1.9895707910711116, "test_acc": 0.23484848484848486, "best_acc": 0.24242424242424243, "spike_rates": [0.0592625927837456, 0.13562146004508524, 0.28134985706385446, 0.30137350278742175, 0.31383326299050274], "spikes_per_sample": 456130.67491515836, "wall_time_s": 2.1521642208099365, "timestamp": "2026-08-21T10:13:11.386945+00:00"}
|
| 3 |
+
{"epoch": 3, "train_loss": 2.1002184126013717, "train_acc": 0.362453531598513, "test_loss": 1.879936391657049, "test_acc": 0.3143939393939394, "best_acc": 0.3143939393939394, "spike_rates": [0.056561502901946795, 0.15237209902090185, 0.2934052505913903, 0.30614326981937184, 0.30817059558980603], "spikes_per_sample": 474928.9967477375, "wall_time_s": 2.1570849418640137, "timestamp": "2026-08-21T10:13:13.570032+00:00"}
|
| 4 |
+
{"epoch": 4, "train_loss": 2.079030022745239, "train_acc": 0.3903345724907063, "test_loss": 1.6994643066868638, "test_acc": 0.3371212121212121, "best_acc": 0.3371212121212121, "spike_rates": [0.0572785145657904, 0.16511907998253317, 0.26511799763230715, 0.2965252627344692, 0.30548468582770405], "spikes_per_sample": 473684.9621040724, "wall_time_s": 2.1644856929779053, "timestamp": "2026-08-21T10:13:15.766681+00:00"}
|
| 5 |
+
{"epoch": 5, "train_loss": 1.983905631813418, "train_acc": 0.42379182156133827, "test_loss": 1.732097864151001, "test_acc": 0.4166666666666667, "best_acc": 0.4166666666666667, "spike_rates": [0.057678337701979804, 0.17012784060309916, 0.24116472987567678, 0.28652126648846793, 0.3012242562630597], "spikes_per_sample": 465870.0975678733, "wall_time_s": 2.166810989379883, "timestamp": "2026-08-21T10:13:17.963593+00:00"}
|
| 6 |
+
{"epoch": 6, "train_loss": 1.9455234831593737, "train_acc": 0.43866171003717475, "test_loss": 1.6385535110126843, "test_acc": 0.39015151515151514, "best_acc": 0.4166666666666667, "spike_rates": [0.056687373010551226, 0.16956094520933487, 0.26475799259017496, 0.29672250151634216, 0.3051343034295475], "spikes_per_sample": 476937.3018947964, "wall_time_s": 2.172328233718872, "timestamp": "2026-08-21T10:13:20.166727+00:00"}
|
| 7 |
+
{"epoch": 7, "train_loss": 1.932501530115489, "train_acc": 0.4368029739776952, "test_loss": 1.8485930038220955, "test_acc": 0.4356060606060606, "best_acc": 0.4356060606060606, "spike_rates": [0.05623581238529261, 0.17833712434067445, 0.2672838638810551, 0.2891898470766404, 0.30130693667075215], "spikes_per_sample": 485497.60845588235, "wall_time_s": 2.1786131858825684, "timestamp": "2026-08-21T10:13:22.371426+00:00"}
|
| 8 |
+
{"epoch": 8, "train_loss": 1.9535297611832176, "train_acc": 0.4349442379182156, "test_loss": 1.7074430350101355, "test_acc": 0.4772727272727273, "best_acc": 0.4772727272727273, "spike_rates": [0.055376982645076865, 0.18044650729964762, 0.2631001945804147, 0.28649505446938905, 0.2969299607417163], "spikes_per_sample": 483323.13532239816, "wall_time_s": 2.185746192932129, "timestamp": "2026-08-21T10:13:24.588627+00:00"}
|
| 9 |
+
{"epoch": 9, "train_loss": 1.924403517662814, "train_acc": 0.4423791821561338, "test_loss": 1.4921832662640195, "test_acc": 0.5303030303030303, "best_acc": 0.5303030303030303, "spike_rates": [0.054353247013162166, 0.1952092112863765, 0.2828717109035043, 0.29689103890867796, 0.29869580268859863], "spikes_per_sample": 508402.8996040723, "wall_time_s": 2.1915926933288574, "timestamp": "2026-08-21T10:13:26.813617+00:00"}
|
| 10 |
+
{"epoch": 10, "train_loss": 1.9031184641402008, "train_acc": 0.41821561338289964, "test_loss": 1.5549092328909673, "test_acc": 0.42803030303030304, "best_acc": 0.5303030303030303, "spike_rates": [0.05416670551194864, 0.19014665659736185, 0.2723561201025458, 0.2969963340198292, 0.29939166587941785], "spikes_per_sample": 497206.70913461543, "wall_time_s": 2.1931991577148438, "timestamp": "2026-08-21T10:13:29.038326+00:00"}
|
| 11 |
+
{"epoch": 11, "train_loss": 1.9025025598178567, "train_acc": 0.4349442379182156, "test_loss": 1.5916199286778767, "test_acc": 0.4583333333333333, "best_acc": 0.5303030303030303, "spike_rates": [0.05838105235906208, 0.18597393000827117, 0.23230457568869872, 0.27246229262912974, 0.2957874834537506], "spikes_per_sample": 477425.58003393665, "wall_time_s": 2.190568447113037, "timestamp": "2026-08-21T10:13:31.255564+00:00"}
|
| 12 |
+
{"epoch": 12, "train_loss": 1.888927014786958, "train_acc": 0.4591078066914498, "test_loss": 1.4557099775834517, "test_acc": 0.48484848484848486, "best_acc": 0.5303030303030303, "spike_rates": [0.05927945541984895, 0.182156660100993, 0.2215138191685957, 0.26071589746895957, 0.28834551046876344], "spikes_per_sample": 468043.98628393665, "wall_time_s": 2.200770854949951, "timestamp": "2026-08-21T10:13:33.482046+00:00"}
|
| 13 |
+
{"epoch": 13, "train_loss": 1.8076525802505947, "train_acc": 0.48698884758364314, "test_loss": 1.249944199215282, "test_acc": 0.5416666666666666, "best_acc": 0.5416666666666666, "spike_rates": [0.057735241292154085, 0.1755774266579572, 0.22031458686379826, 0.25901713616707744, 0.2902420355993159], "spikes_per_sample": 457072.3178733032, "wall_time_s": 2.2149336338043213, "timestamp": "2026-08-21T10:13:35.722355+00:00"}
|
| 14 |
+
{"epoch": 14, "train_loss": 1.8082009788782623, "train_acc": 0.5055762081784386, "test_loss": 1.437031839833115, "test_acc": 0.5378787878787878, "best_acc": 0.5416666666666666, "spike_rates": [0.05853698621777927, 0.17037616757785573, 0.21931944173925064, 0.26545867674490986, 0.2946857266566333], "spikes_per_sample": 453659.54892533936, "wall_time_s": 2.2218995094299316, "timestamp": "2026-08-21T10:13:37.976638+00:00"}
|
| 15 |
+
{"epoch": 15, "train_loss": 1.8431211754291916, "train_acc": 0.4944237918215613, "test_loss": 1.8272861820278745, "test_acc": 0.5037878787878788, "best_acc": 0.5416666666666666, "spike_rates": [0.05615259882281808, 0.17498639225959778, 0.22775465863592484, 0.2668777195846333, 0.2877838348641115], "spikes_per_sample": 458041.35944570135, "wall_time_s": 2.236532688140869, "timestamp": "2026-08-21T10:13:40.240997+00:00"}
|
| 16 |
+
{"epoch": 16, "train_loss": 1.8738484320587385, "train_acc": 0.4795539033457249, "test_loss": 1.6767669807780872, "test_acc": 0.48863636363636365, "best_acc": 0.5416666666666666, "spike_rates": [0.05315151328549666, 0.18763885077308207, 0.24912016356692596, 0.2788843828089097, 0.2800336304832907], "spikes_per_sample": 477728.1252828054, "wall_time_s": 2.2343697547912598, "timestamp": "2026-08-21T10:13:42.500903+00:00"}
|
| 17 |
+
{"epoch": 17, "train_loss": 1.7743427624932895, "train_acc": 0.5092936802973977, "test_loss": 1.5144762884486804, "test_acc": 0.5, "best_acc": 0.5416666666666666, "spike_rates": [0.051926238791031, 0.1940650571795071, 0.2760704317513634, 0.29195958551238566, 0.28320517960716696], "spikes_per_sample": 497767.5137160633, "wall_time_s": 2.2551040649414062, "timestamp": "2026-08-21T10:13:44.786149+00:00"}
|
| 18 |
+
{"epoch": 18, "train_loss": 1.785546304568039, "train_acc": 0.4944237918215613, "test_loss": 1.5411315397782759, "test_acc": 0.48484848484848486, "best_acc": 0.5416666666666666, "spike_rates": [0.049793590517605055, 0.18806790516656988, 0.27630581049358144, 0.29396845838602853, 0.27424537083681894], "spikes_per_sample": 487316.1507352941, "wall_time_s": 2.255666494369507, "timestamp": "2026-08-21T10:13:47.068862+00:00"}
|
| 19 |
+
{"epoch": 19, "train_loss": 2.0460904628370775, "train_acc": 0.4163568773234201, "test_loss": 1.671871329798843, "test_acc": 0.3939393939393939, "best_acc": 0.5416666666666666, "spike_rates": [0.05551761585999938, 0.1864300580585704, 0.28761422809432535, 0.30962009815608754, 0.2884055446175968], "spikes_per_sample": 505700.4711538461, "wall_time_s": 2.2760443687438965, "timestamp": "2026-08-21T10:13:49.371919+00:00"}
|
| 20 |
+
{"epoch": 20, "train_loss": 1.879289984703064, "train_acc": 0.4628252788104089, "test_loss": 1.4210996104009224, "test_acc": 0.42803030303030304, "best_acc": 0.5416666666666666, "spike_rates": [0.06098170709960601, 0.1908809376113555, 0.2755420733900631, 0.31034145635717053, 0.2901429235935211], "spikes_per_sample": 515607.86241515836, "wall_time_s": 2.2866878509521484, "timestamp": "2026-08-21T10:13:51.684575+00:00"}
|
| 21 |
+
{"epoch": 21, "train_loss": 1.764193776371754, "train_acc": 0.4888475836431227, "test_loss": 1.3763881668899998, "test_acc": 0.4734848484848485, "best_acc": 0.5416666666666666, "spike_rates": [0.06225750157061745, 0.19033912437803605, 0.25880611994687247, 0.3013318268691792, 0.2882911212304059], "spikes_per_sample": 507746.0052319005, "wall_time_s": 2.304943799972534, "timestamp": "2026-08-21T10:13:54.016201+00:00"}
|
| 22 |
+
{"epoch": 22, "train_loss": 1.6890344389309226, "train_acc": 0.5241635687732342, "test_loss": 1.6403988708149304, "test_acc": 0.48863636363636365, "best_acc": 0.5416666666666666, "spike_rates": [0.0616939832620761, 0.19223512533832998, 0.24902807789690354, 0.29316531034076915, 0.28449302911758423], "spikes_per_sample": 502322.8260746606, "wall_time_s": 2.3307788372039795, "timestamp": "2026-08-21T10:13:56.373302+00:00"}
|
| 23 |
+
{"epoch": 23, "train_loss": 1.6391902510561465, "train_acc": 0.5613382899628253, "test_loss": 1.5866565559849595, "test_acc": 0.5113636363636364, "best_acc": 0.5416666666666666, "spike_rates": [0.062497500549344456, 0.18290045857429504, 0.24442453244153192, 0.30050352566382466, 0.28285060209386487], "spikes_per_sample": 492752.82055995474, "wall_time_s": 2.325561285018921, "timestamp": "2026-08-21T10:13:58.725828+00:00"}
|
| 24 |
+
{"epoch": 24, "train_loss": 1.7626354020767496, "train_acc": 0.5018587360594795, "test_loss": 1.5160470081098152, "test_acc": 0.5151515151515151, "best_acc": 0.5416666666666666, "spike_rates": [0.06211439761168817, 0.17751376769121954, 0.24426777047269485, 0.29844385560821085, 0.28177506608121533], "spikes_per_sample": 485940.1910350679, "wall_time_s": 2.3232946395874023, "timestamp": "2026-08-21T10:14:01.074943+00:00"}
|
| 25 |
+
{"epoch": 25, "train_loss": 1.8431551155104513, "train_acc": 0.5353159851301115, "test_loss": 1.3298203367175478, "test_acc": 0.5151515151515151, "best_acc": 0.5416666666666666, "spike_rates": [0.06194123669582255, 0.1730672611909754, 0.2437918904949637, 0.2952977681861204, 0.2841327891630285], "spikes_per_sample": 480269.26032239816, "wall_time_s": 2.3219711780548096, "timestamp": "2026-08-21T10:14:03.423129+00:00"}
|
| 26 |
+
{"epoch": 26, "train_loss": 1.8062474585820307, "train_acc": 0.5092936802973977, "test_loss": 1.274095275185325, "test_acc": 0.5492424242424242, "best_acc": 0.5492424242424242, "spike_rates": [0.06109037140713019, 0.17287378889672897, 0.2494145903517218, 0.29188114054062786, 0.2790547539206112], "spikes_per_sample": 480741.27319004526, "wall_time_s": 2.3246519565582275, "timestamp": "2026-08-21T10:14:05.772828+00:00"}
|
| 27 |
+
{"epoch": 27, "train_loss": 1.6856290846509119, "train_acc": 0.5278810408921933, "test_loss": 1.3427993167530408, "test_acc": 0.5378787878787878, "best_acc": 0.5492424242424242, "spike_rates": [0.059732514269211716, 0.17065797921489267, 0.2455181689823375, 0.2872384874259724, 0.2721327525727889], "spikes_per_sample": 472859.8130656109, "wall_time_s": 2.2978758811950684, "timestamp": "2026-08-21T10:14:08.103159+00:00"}
|
| 28 |
+
{"epoch": 28, "train_loss": 1.6935982859267622, "train_acc": 0.5483271375464684, "test_loss": 1.4497159538847026, "test_acc": 0.5606060606060606, "best_acc": 0.5606060606060606, "spike_rates": [0.0578854592407451, 0.17356857482124777, 0.25233187745599184, 0.2887868793571697, 0.27473896741867065], "spikes_per_sample": 475834.67576357466, "wall_time_s": 2.2907915115356445, "timestamp": "2026-08-21T10:14:10.421227+00:00"}
|
| 29 |
+
{"epoch": 29, "train_loss": 1.649798937889723, "train_acc": 0.5576208178438662, "test_loss": 1.2767134326877017, "test_acc": 0.5871212121212122, "best_acc": 0.5871212121212122, "spike_rates": [0.0599541409927256, 0.17197760676636414, 0.2459673697457594, 0.28597771420198326, 0.2756807488553664], "spikes_per_sample": 474809.4070984163, "wall_time_s": 2.2798118591308594, "timestamp": "2026-08-21T10:14:12.734411+00:00"}
|
| 30 |
+
{"epoch": 30, "train_loss": 1.7289419865519584, "train_acc": 0.570631970260223, "test_loss": 1.260315772258874, "test_acc": 0.5265151515151515, "best_acc": 0.5871212121212122, "spike_rates": [0.06048231791047489, 0.16870259537416346, 0.23965147137641907, 0.27986089446965384, 0.2748414646176731], "spikes_per_sample": 468360.9793552036, "wall_time_s": 2.262346029281616, "timestamp": "2026-08-21T10:14:15.028626+00:00"}
|
| 31 |
+
{"epoch": 31, "train_loss": 1.6949330590471459, "train_acc": 0.5241635687732342, "test_loss": 1.189575818451968, "test_acc": 0.5795454545454546, "best_acc": 0.5871212121212122, "spike_rates": [0.06128594805212582, 0.16950398420586305, 0.23340117317788742, 0.2800674946869121, 0.27692068149061766], "spikes_per_sample": 467653.9732748869, "wall_time_s": 2.244321346282959, "timestamp": "2026-08-21T10:14:17.298834+00:00"}
|
| 32 |
+
{"epoch": 32, "train_loss": 1.6787518909872685, "train_acc": 0.5297397769516728, "test_loss": 1.388620871486086, "test_acc": 0.5416666666666666, "best_acc": 0.5871212121212122, "spike_rates": [0.06192733785685371, 0.17349791702102213, 0.24147027906249552, 0.2863324161838083, 0.2649047479910009], "spikes_per_sample": 478142.42039027147, "wall_time_s": 2.241255044937134, "timestamp": "2026-08-21T10:14:19.565527+00:00"}
|
| 33 |
+
{"epoch": 33, "train_loss": 1.6760056750038743, "train_acc": 0.5539033457249071, "test_loss": 1.5642466761849143, "test_acc": 0.5227272727272727, "best_acc": 0.5871212121212122, "spike_rates": [0.060342217192930335, 0.17879174562061534, 0.2592436241752961, 0.285601184648626, 0.269969922654769], "spikes_per_sample": 489629.88461538457, "wall_time_s": 2.233090877532959, "timestamp": "2026-08-21T10:14:21.824675+00:00"}
|
| 34 |
+
{"epoch": 34, "train_loss": 1.657494146141421, "train_acc": 0.5483271375464684, "test_loss": 1.2289824991515188, "test_acc": 0.553030303030303, "best_acc": 0.5871212121212122, "spike_rates": [0.05939254734446021, 0.18026735414476955, 0.24782241179662592, 0.27878768654430613, 0.27248674280503216], "spikes_per_sample": 482324.8956447964, "wall_time_s": 2.2251646518707275, "timestamp": "2026-08-21T10:14:24.076653+00:00"}
|
| 35 |
+
{"epoch": 35, "train_loss": 1.6470043109695265, "train_acc": 0.5408921933085502, "test_loss": 1.506682894446633, "test_acc": 0.5189393939393939, "best_acc": 0.5871212121212122, "spike_rates": [0.05826516186489778, 0.17720470095382018, 0.22841219165745905, 0.27161306493422566, 0.27075745954233055], "spikes_per_sample": 465618.45418552036, "wall_time_s": 2.228091239929199, "timestamp": "2026-08-21T10:14:26.336753+00:00"}
|
| 36 |
+
{"epoch": 36, "train_loss": 1.7136403025304519, "train_acc": 0.533457249070632, "test_loss": 1.3858027855555217, "test_acc": 0.5681818181818182, "best_acc": 0.5871212121212122, "spike_rates": [0.0606974696411806, 0.1803626768729266, 0.23902326471665325, 0.2752981343690087, 0.2689457027351155], "spikes_per_sample": 480065.05048076925, "wall_time_s": 2.219780206680298, "timestamp": "2026-08-21T10:14:28.581056+00:00"}
|
| 37 |
+
{"epoch": 37, "train_loss": 1.6684516043468036, "train_acc": 0.5836431226765799, "test_loss": 1.4043214032144258, "test_acc": 0.5340909090909091, "best_acc": 0.5871212121212122, "spike_rates": [0.06515061942970052, 0.18478167057037354, 0.23666353436077342, 0.2779599007438211, 0.26841169771026163], "spikes_per_sample": 493142.51286764705, "wall_time_s": 2.214139223098755, "timestamp": "2026-08-21T10:14:30.820837+00:00"}
|
| 38 |
+
{"epoch": 38, "train_loss": 1.5563154140812756, "train_acc": 0.5985130111524164, "test_loss": 1.2524518786054668, "test_acc": 0.6212121212121212, "best_acc": 0.6212121212121212, "spike_rates": [0.06749807517318164, 0.18361730347661412, 0.2277605743969188, 0.2747077976956087, 0.26696225124246936], "spikes_per_sample": 491737.056561086, "wall_time_s": 2.212449073791504, "timestamp": "2026-08-21T10:14:33.060118+00:00"}
|
| 39 |
+
{"epoch": 39, "train_loss": 1.5409974382712495, "train_acc": 0.604089219330855, "test_loss": 1.3964703155286384, "test_acc": 0.4659090909090909, "best_acc": 0.6212121212121212, "spike_rates": [0.07266702196177315, 0.18955903281183803, 0.22763424059923956, 0.27107135688557343, 0.2611516898169237], "spikes_per_sample": 508218.1476244344, "wall_time_s": 2.215533494949341, "timestamp": "2026-08-21T10:14:35.309018+00:00"}
|
| 40 |
+
{"epoch": 40, "train_loss": 1.583195190890571, "train_acc": 0.570631970260223, "test_loss": 1.195848721446413, "test_acc": 0.5643939393939394, "best_acc": 0.6212121212121212, "spike_rates": [0.06422942657681073, 0.19091968851930954, 0.23274744433515213, 0.26972779105691347, 0.2635657892507665], "spikes_per_sample": 494473.2965214932, "wall_time_s": 2.209933042526245, "timestamp": "2026-08-21T10:14:37.544858+00:00"}
|
| 41 |
+
{"epoch": 41, "train_loss": 1.5761647056026529, "train_acc": 0.5892193308550185, "test_loss": 1.2359608989773374, "test_acc": 0.5606060606060606, "best_acc": 0.6212121212121212, "spike_rates": [0.06310349571354248, 0.18971580003990846, 0.2249843302895041, 0.2652597567614387, 0.2584752230083241], "spikes_per_sample": 486151.42590497737, "wall_time_s": 2.2093982696533203, "timestamp": "2026-08-21T10:14:39.781057+00:00"}
|
| 42 |
+
{"epoch": 42, "train_loss": 1.5589301417751382, "train_acc": 0.5947955390334573, "test_loss": 1.2557415908033198, "test_acc": 0.6022727272727273, "best_acc": 0.6212121212121212, "spike_rates": [0.06393017488367417, 0.19071409369216247, 0.22954466237741358, 0.26758172582177553, 0.25907915304688844], "spikes_per_sample": 491633.16628959274, "wall_time_s": 2.204881429672241, "timestamp": "2026-08-21T10:14:42.012020+00:00"}
|
| 43 |
+
{"epoch": 43, "train_loss": 1.5331639906730794, "train_acc": 0.5966542750929368, "test_loss": 1.1033148187579531, "test_acc": 0.5643939393939394, "best_acc": 0.6212121212121212, "spike_rates": [0.06314682872856364, 0.18647795214372523, 0.22767136465100682, 0.2687835360274595, 0.26155228474560904], "spikes_per_sample": 484742.0295531674, "wall_time_s": 2.217334508895874, "timestamp": "2026-08-21T10:14:44.256221+00:00"}
|
| 44 |
+
{"epoch": 44, "train_loss": 1.5482344033549709, "train_acc": 0.5724907063197026, "test_loss": 1.160259434671113, "test_acc": 0.5568181818181818, "best_acc": 0.6212121212121212, "spike_rates": [0.06314504190402873, 0.18914282321929932, 0.2306211117435904, 0.26853153635473814, 0.25689683591618256], "spikes_per_sample": 489008.38532239816, "wall_time_s": 2.2118079662323, "timestamp": "2026-08-21T10:14:46.493363+00:00"}
|
| 45 |
+
{"epoch": 45, "train_loss": 1.5612259815173521, "train_acc": 0.6078066914498141, "test_loss": 1.4185851017634075, "test_acc": 0.5643939393939394, "best_acc": 0.6212121212121212, "spike_rates": [0.060653823920909095, 0.18739206300062292, 0.2238480080576504, 0.2663167995565078, 0.26114744298598347], "spikes_per_sample": 478141.8515271493, "wall_time_s": 2.214123249053955, "timestamp": "2026-08-21T10:14:48.738283+00:00"}
|
| 46 |
+
{"epoch": 46, "train_loss": 1.5617820591731586, "train_acc": 0.6022304832713755, "test_loss": 1.227565418590199, "test_acc": 0.6325757575757576, "best_acc": 0.6325757575757576, "spike_rates": [0.06263311952352524, 0.18295715749263763, 0.21918069439775803, 0.2636559465352227, 0.2580443857347264], "spikes_per_sample": 474819.2478789593, "wall_time_s": 2.212385892868042, "timestamp": "2026-08-21T10:14:50.976183+00:00"}
|
| 47 |
+
{"epoch": 47, "train_loss": 1.6177067969368293, "train_acc": 0.5836431226765799, "test_loss": 1.1708187334465259, "test_acc": 0.6060606060606061, "best_acc": 0.6325757575757576, "spike_rates": [0.06636355159913793, 0.18332200628869674, 0.22559677765649908, 0.2662647015908185, 0.25992216608103585], "spikes_per_sample": 486745.8512443439, "wall_time_s": 2.214791774749756, "timestamp": "2026-08-21T10:14:53.221353+00:00"}
|
| 48 |
+
{"epoch": 48, "train_loss": 1.6053113932946357, "train_acc": 0.604089219330855, "test_loss": 1.069711356452017, "test_acc": 0.5833333333333334, "best_acc": 0.6325757575757576, "spike_rates": [0.06619536197360824, 0.18394916285486781, 0.22251397721907673, 0.26682939599542055, 0.2574866466662463], "spikes_per_sample": 485489.73826357466, "wall_time_s": 2.2237696647644043, "timestamp": "2026-08-21T10:14:55.471114+00:00"}
|
| 49 |
+
{"epoch": 49, "train_loss": 1.571665313607255, "train_acc": 0.6133828996282528, "test_loss": 1.2057107253508135, "test_acc": 0.5833333333333334, "best_acc": 0.6325757575757576, "spike_rates": [0.06461110207087853, 0.1871629024253172, 0.22315063459031723, 0.266111317802878, 0.25290633299771476], "spikes_per_sample": 485739.02092760184, "wall_time_s": 2.224470376968384, "timestamp": "2026-08-21T10:14:57.722799+00:00"}
|
| 50 |
+
{"epoch": 50, "train_loss": 1.5584909233461968, "train_acc": 0.587360594795539, "test_loss": 1.13990365375172, "test_acc": 0.6287878787878788, "best_acc": 0.6325757575757576, "spike_rates": [0.06444952899918836, 0.18697075282826142, 0.22293562047621784, 0.26614681412191954, 0.2507298676406636], "spikes_per_sample": 485072.05203619914, "wall_time_s": 2.2347354888916016, "timestamp": "2026-08-21T10:14:59.983700+00:00"}
|
| 51 |
+
{"epoch": 51, "train_loss": 1.5388888683460902, "train_acc": 0.6263940520446096, "test_loss": 1.1327314882567434, "test_acc": 0.6287878787878788, "best_acc": 0.6325757575757576, "spike_rates": [0.06528026785920649, 0.18655452833456151, 0.22700180902200587, 0.2657329615424661, 0.25425418159540963], "spikes_per_sample": 488482.9985859728, "wall_time_s": 2.2418909072875977, "timestamp": "2026-08-21T10:15:02.252135+00:00"}
|
| 52 |
+
{"epoch": 52, "train_loss": 1.5201420199029065, "train_acc": 0.620817843866171, "test_loss": 1.1717984459616921, "test_acc": 0.5871212121212122, "best_acc": 0.6325757575757576, "spike_rates": [0.06783961241736132, 0.18872545133618748, 0.23052006696953492, 0.26761068666682525, 0.2525489084860858], "spikes_per_sample": 498203.5349264706, "wall_time_s": 2.246185541152954, "timestamp": "2026-08-21T10:15:04.524389+00:00"}
|
| 53 |
+
{"epoch": 53, "train_loss": 1.5250677605987037, "train_acc": 0.6486988847583643, "test_loss": 1.1261968504298816, "test_acc": 0.6060606060606061, "best_acc": 0.6325757575757576, "spike_rates": [0.06634680159828242, 0.18420298660502715, 0.22974829901667201, 0.2676643659086788, 0.2468525469303131], "spikes_per_sample": 489884.86566742085, "wall_time_s": 2.2545673847198486, "timestamp": "2026-08-21T10:15:06.805304+00:00"}
|
| 54 |
+
{"epoch": 54, "train_loss": 1.4754795562822136, "train_acc": 0.6189591078066915, "test_loss": 1.1209548350536462, "test_acc": 0.625, "best_acc": 0.6325757575757576, "spike_rates": [0.06588245884460561, 0.17949493930620306, 0.22040500097415028, 0.2649187270332785, 0.2508421680506538], "spikes_per_sample": 478749.83371040726, "wall_time_s": 2.2574446201324463, "timestamp": "2026-08-21T10:15:09.089367+00:00"}
|
| 55 |
+
{"epoch": 55, "train_loss": 1.4599050677841925, "train_acc": 0.6561338289962825, "test_loss": 1.078889377189405, "test_acc": 0.6515151515151515, "best_acc": 0.6515151515151515, "spike_rates": [0.06871694238746867, 0.1810466690975077, 0.2145595594364054, 0.26436994180959816, 0.2512053759659038], "spikes_per_sample": 483186.83484162897, "wall_time_s": 2.2675528526306152, "timestamp": "2026-08-21T10:15:11.382797+00:00"}
|
| 56 |
+
{"epoch": 56, "train_loss": 1.49471181830509, "train_acc": 0.6431226765799256, "test_loss": 1.0961982662027532, "test_acc": 0.6287878787878788, "best_acc": 0.6515151515151515, "spike_rates": [0.06923856849179548, 0.17628956629949458, 0.20920184868223526, 0.2662908557583304, 0.2514234518303591], "spikes_per_sample": 476737.8800904978, "wall_time_s": 2.272149085998535, "timestamp": "2026-08-21T10:15:13.685540+00:00"}
|
| 57 |
+
{"epoch": 57, "train_loss": 1.4599510400268667, "train_acc": 0.6338289962825279, "test_loss": 1.1293228720173691, "test_acc": 0.5795454545454546, "best_acc": 0.6515151515151515, "spike_rates": [0.06870650543886073, 0.17603564087082357, 0.2064072971834856, 0.2602862487821018, 0.24597299274276285], "spikes_per_sample": 473060.14055429865, "wall_time_s": 2.286715507507324, "timestamp": "2026-08-21T10:15:15.999369+00:00"}
|
| 58 |
+
{"epoch": 58, "train_loss": 1.4870524397569962, "train_acc": 0.6301115241635687, "test_loss": 1.1298934853438176, "test_acc": 0.6212121212121212, "best_acc": 0.6515151515151515, "spike_rates": [0.07023537421927732, 0.17636710931273067, 0.20224589372382445, 0.2589968004647423, 0.24606010843725765], "spikes_per_sample": 474261.8163178733, "wall_time_s": 2.2768778800964355, "timestamp": "2026-08-21T10:15:18.302725+00:00"}
|
| 59 |
+
{"epoch": 59, "train_loss": 1.452438703256912, "train_acc": 0.6319702602230484, "test_loss": 1.0429435860026965, "test_acc": 0.7007575757575758, "best_acc": 0.7007575757575758, "spike_rates": [0.06738254997660131, 0.174839767463067, 0.20262151430634892, 0.25910037580658407, 0.2469017067376305], "spikes_per_sample": 466895.0206447964, "wall_time_s": 2.269794225692749, "timestamp": "2026-08-21T10:15:20.598697+00:00"}
|
| 60 |
+
{"epoch": 60, "train_loss": 1.3503136958331423, "train_acc": 0.7026022304832714, "test_loss": 1.253055948199648, "test_acc": 0.5984848484848485, "best_acc": 0.7007575757575758, "spike_rates": [0.0687729628647075, 0.17835881604867823, 0.20468333801802466, 0.2613672210889704, 0.23840011042707107], "spikes_per_sample": 474811.3185803168, "wall_time_s": 2.2602837085723877, "timestamp": "2026-08-21T10:15:22.890847+00:00"}
|
| 61 |
+
{"epoch": 61, "train_loss": 1.4233471939554887, "train_acc": 0.6598513011152416, "test_loss": 1.1019899357448926, "test_acc": 0.6704545454545454, "best_acc": 0.7007575757575758, "spike_rates": [0.06870107747176114, 0.1706139804685817, 0.19709806144237518, 0.2605050118530498, 0.24457113357151256], "spikes_per_sample": 462497.0014140272, "wall_time_s": 2.2595231533050537, "timestamp": "2026-08-21T10:15:25.175791+00:00"}
|
| 62 |
+
{"epoch": 62, "train_loss": 1.439027002752935, "train_acc": 0.6431226765799256, "test_loss": 1.0452825589613481, "test_acc": 0.6590909090909091, "best_acc": 0.7007575757575758, "spike_rates": [0.06893749578910716, 0.17328045385725357, 0.20076081682653987, 0.26246627113398385, 0.24189635760643902], "spikes_per_sample": 467944.41925904976, "wall_time_s": 2.2574007511138916, "timestamp": "2026-08-21T10:15:27.459569+00:00"}
|
| 63 |
+
{"epoch": 63, "train_loss": 1.41297634649454, "train_acc": 0.6486988847583643, "test_loss": 0.9966221614317461, "test_acc": 0.6742424242424242, "best_acc": 0.7007575757575758, "spike_rates": [0.06958215398823514, 0.17573177814483643, 0.20324191451072693, 0.2628866293851067, 0.2423440761425916], "spikes_per_sample": 473228.5301187783, "wall_time_s": 2.2495062351226807, "timestamp": "2026-08-21T10:15:29.737171+00:00"}
|
| 64 |
+
{"epoch": 64, "train_loss": 1.4511375639961555, "train_acc": 0.6356877323420075, "test_loss": 1.1542807456218835, "test_acc": 0.6742424242424242, "best_acc": 0.7007575757575758, "spike_rates": [0.06810915250988568, 0.17451519124648152, 0.20338546353227951, 0.26620934991275563, 0.24795233677415288], "spikes_per_sample": 469420.52078619914, "wall_time_s": 2.2406673431396484, "timestamp": "2026-08-21T10:15:32.005732+00:00"}
|
| 65 |
+
{"epoch": 65, "train_loss": 1.3528923837668834, "train_acc": 0.6840148698884758, "test_loss": 1.0312849987636914, "test_acc": 0.6818181818181818, "best_acc": 0.7007575757575758, "spike_rates": [0.06802683849545087, 0.1720761279849445, 0.19895295974086313, 0.263991175328984, 0.23808711504234986], "spikes_per_sample": 463992.72666855203, "wall_time_s": 2.2387373447418213, "timestamp": "2026-08-21T10:15:34.273417+00:00"}
|
| 66 |
+
{"epoch": 66, "train_loss": 1.3548513158989661, "train_acc": 0.671003717472119, "test_loss": 1.192685026111025, "test_acc": 0.6628787878787878, "best_acc": 0.7007575757575758, "spike_rates": [0.0685427180107902, 0.17563703831504374, 0.2022930208374472, 0.26502348394954905, 0.2403699790730196], "spikes_per_sample": 470714.5668834842, "wall_time_s": 2.2363901138305664, "timestamp": "2026-08-21T10:15:36.535618+00:00"}
|
| 67 |
+
{"epoch": 67, "train_loss": 1.3296765257434775, "train_acc": 0.6895910780669146, "test_loss": 1.1185071721221462, "test_acc": 0.6628787878787878, "best_acc": 0.7007575757575758, "spike_rates": [0.06867761121076696, 0.17390385533080382, 0.20240526514894822, 0.26645415144808154, 0.24151984207770405], "spikes_per_sample": 469436.1889140272, "wall_time_s": 2.2303006649017334, "timestamp": "2026-08-21T10:15:38.791995+00:00"}
|
| 68 |
+
{"epoch": 68, "train_loss": 1.3729130565898569, "train_acc": 0.6858736059479554, "test_loss": 1.0686164949879502, "test_acc": 0.6515151515151515, "best_acc": 0.7007575757575758, "spike_rates": [0.0673704379621674, 0.17632617757600896, 0.20760654438944423, 0.26979246735572815, 0.2392593832576976], "spikes_per_sample": 472380.17010746605, "wall_time_s": 2.2281956672668457, "timestamp": "2026-08-21T10:15:41.045959+00:00"}
|
| 69 |
+
{"epoch": 69, "train_loss": 1.3599401450954849, "train_acc": 0.6840148698884758, "test_loss": 1.104874809583028, "test_acc": 0.6742424242424242, "best_acc": 0.7007575757575758, "spike_rates": [0.06824054700486801, 0.17662795676904566, 0.20741773528211258, 0.2705499599961674, 0.24323676701854258], "spikes_per_sample": 474554.2771493213, "wall_time_s": 2.2265822887420654, "timestamp": "2026-08-21T10:15:43.298100+00:00"}
|
| 70 |
+
{"epoch": 70, "train_loss": 1.3492334216943904, "train_acc": 0.6747211895910781, "test_loss": 1.189430883436492, "test_acc": 0.6401515151515151, "best_acc": 0.7007575757575758, "spike_rates": [0.06951326438609291, 0.1785319587763618, 0.20590431549969843, 0.26645920381826516, 0.2336096614599228], "spikes_per_sample": 477811.5066459276, "wall_time_s": 2.230553150177002, "timestamp": "2026-08-21T10:15:45.555863+00:00"}
|
| 71 |
+
{"epoch": 71, "train_loss": 1.3025683310838436, "train_acc": 0.7026022304832714, "test_loss": 1.0213539744868423, "test_acc": 0.6666666666666666, "best_acc": 0.7007575757575758, "spike_rates": [0.06609783716061536, 0.17473859208471634, 0.20472871117732105, 0.26501840002396526, 0.23452318766537836], "spikes_per_sample": 465873.32635746605, "wall_time_s": 2.2322397232055664, "timestamp": "2026-08-21T10:15:47.814741+00:00"}
|
| 72 |
+
{"epoch": 72, "train_loss": 1.3045386762867186, "train_acc": 0.6970260223048327, "test_loss": 1.0511441086277817, "test_acc": 0.6931818181818182, "best_acc": 0.7007575757575758, "spike_rates": [0.06723706029793795, 0.17720076967688167, 0.20487308677505045, 0.262937068939209, 0.23592925685293534], "spikes_per_sample": 470659.32367081445, "wall_time_s": 2.2270188331604004, "timestamp": "2026-08-21T10:15:50.067878+00:00"}
|
| 73 |
+
{"epoch": 73, "train_loss": 1.334468689106654, "train_acc": 0.70817843866171, "test_loss": 1.0570996475942207, "test_acc": 0.6666666666666666, "best_acc": 0.7007575757575758, "spike_rates": [0.06730959301485735, 0.1772141018334557, 0.20356093785342047, 0.26183100658304553, 0.2358840502360288], "spikes_per_sample": 469992.45941742085, "wall_time_s": 2.2263193130493164, "timestamp": "2026-08-21T10:15:52.321752+00:00"}
|
| 74 |
+
{"epoch": 74, "train_loss": 1.2730407599622875, "train_acc": 0.7360594795539034, "test_loss": 1.00401223970182, "test_acc": 0.6628787878787878, "best_acc": 0.7007575757575758, "spike_rates": [0.06622741634354871, 0.17279794724548564, 0.19998013973236084, 0.25818128270261426, 0.23458168436499202], "spikes_per_sample": 460724.02135180996, "wall_time_s": 2.2318544387817383, "timestamp": "2026-08-21T10:15:54.578801+00:00"}
|
| 75 |
+
{"epoch": 75, "train_loss": 1.299650284880599, "train_acc": 0.7100371747211895, "test_loss": 1.0335623206514302, "test_acc": 0.6818181818181818, "best_acc": 0.7007575757575758, "spike_rates": [0.06609144149457707, 0.17211778987856471, 0.19984930753707886, 0.25822700647746816, 0.23645413097213297], "spikes_per_sample": 459677.97907239816, "wall_time_s": 2.2227156162261963, "timestamp": "2026-08-21T10:15:56.827824+00:00"}
|
| 76 |
+
{"epoch": 76, "train_loss": 1.280894929591608, "train_acc": 0.7156133828996283, "test_loss": 1.10003427845059, "test_acc": 0.678030303030303, "best_acc": 0.7007575757575758, "spike_rates": [0.06670633089893005, 0.1748677159056944, 0.20023519589620478, 0.2576695873456843, 0.23437784875140472], "spikes_per_sample": 463963.0979920815, "wall_time_s": 2.2322428226470947, "timestamp": "2026-08-21T10:15:59.085326+00:00"}
|
| 77 |
+
{"epoch": 77, "train_loss": 1.2609610083377938, "train_acc": 0.70817843866171, "test_loss": 1.0040294257077305, "test_acc": 0.6893939393939394, "best_acc": 0.7007575757575758, "spike_rates": [0.06650146666695089, 0.17703220861799576, 0.20183814886738272, 0.2571229864569271, 0.23666046998080084], "spikes_per_sample": 466592.9441459276, "wall_time_s": 2.2369418144226074, "timestamp": "2026-08-21T10:16:01.349206+00:00"}
|
| 78 |
+
{"epoch": 78, "train_loss": 1.3131799104045314, "train_acc": 0.7063197026022305, "test_loss": 0.9976277459751476, "test_acc": 0.7045454545454546, "best_acc": 0.7045454545454546, "spike_rates": [0.06575962725807638, 0.17461381063741796, 0.20118156689054825, 0.25846154374234814, 0.23605795555254994], "spikes_per_sample": 462325.11001131224, "wall_time_s": 2.229844570159912, "timestamp": "2026-08-21T10:16:03.605083+00:00"}
|
| 79 |
+
{"epoch": 79, "train_loss": 1.254261798575022, "train_acc": 0.7100371747211895, "test_loss": 0.9909176140120535, "test_acc": 0.6742424242424242, "best_acc": 0.7045454545454546, "spike_rates": [0.06702501282972448, 0.1779285117107279, 0.20236029081484852, 0.2581741213798523, 0.23190977380556219], "spikes_per_sample": 469002.76018099545, "wall_time_s": 2.2369980812072754, "timestamp": "2026-08-21T10:16:05.872670+00:00"}
|
| 80 |
+
{"epoch": 80, "train_loss": 1.2683355706331898, "train_acc": 0.7211895910780669, "test_loss": 0.9620450590596055, "test_acc": 0.6856060606060606, "best_acc": 0.7045454545454546, "spike_rates": [0.06545451195801005, 0.1775499240440481, 0.2033756848643808, 0.2587219336453606, 0.2319787661818897], "spikes_per_sample": 465915.9058257919, "wall_time_s": 2.2349603176116943, "timestamp": "2026-08-21T10:16:08.133289+00:00"}
|
| 81 |
+
{"epoch": 81, "train_loss": 1.228469617747906, "train_acc": 0.7397769516728625, "test_loss": 1.0006938630884343, "test_acc": 0.678030303030303, "best_acc": 0.7045454545454546, "spike_rates": [0.06440667939536712, 0.17318874685203328, 0.2023643781157101, 0.2601317658143885, 0.2353440540678361], "spikes_per_sample": 458825.77205882355, "wall_time_s": 2.2376792430877686, "timestamp": "2026-08-21T10:16:10.397528+00:00"}
|
| 82 |
+
{"epoch": 82, "train_loss": 1.208644069260381, "train_acc": 0.7472118959107806, "test_loss": 1.0252613804557107, "test_acc": 0.6590909090909091, "best_acc": 0.7045454545454546, "spike_rates": [0.06573611322571249, 0.17764233753961675, 0.20399258504895604, 0.259620783960118, 0.2338603103862089], "spikes_per_sample": 467059.7488687783, "wall_time_s": 2.2395517826080322, "timestamp": "2026-08-21T10:16:12.662664+00:00"}
|
| 83 |
+
{"epoch": 83, "train_loss": 1.2294411322441243, "train_acc": 0.7490706319702602, "test_loss": 0.9979545943664782, "test_acc": 0.6666666666666666, "best_acc": 0.7045454545454546, "spike_rates": [0.06524171241942574, 0.17688461962868185, 0.20252801653216868, 0.25820056129904356, 0.23627772313707016], "spikes_per_sample": 464295.4066742081, "wall_time_s": 2.2461440563201904, "timestamp": "2026-08-21T10:16:14.934733+00:00"}
|
| 84 |
+
{"epoch": 84, "train_loss": 1.2663083058750761, "train_acc": 0.7230483271375465, "test_loss": 0.994993477156668, "test_acc": 0.6856060606060606, "best_acc": 0.7045454545454546, "spike_rates": [0.066936906427145, 0.17899365021901972, 0.20266452869948218, 0.2582128556335674, 0.23515618461019852], "spikes_per_sample": 470126.39635180996, "wall_time_s": 2.246657371520996, "timestamp": "2026-08-21T10:16:17.206425+00:00"}
|
| 85 |
+
{"epoch": 85, "train_loss": 1.2180131066687487, "train_acc": 0.7360594795539034, "test_loss": 0.9566373138716726, "test_acc": 0.7007575757575758, "best_acc": 0.7045454545454546, "spike_rates": [0.06543303631684359, 0.17613307605771458, 0.20186480003244736, 0.2584051700199352, 0.23154043888344483], "spikes_per_sample": 463546.2429298642, "wall_time_s": 2.2576582431793213, "timestamp": "2026-08-21T10:16:19.488991+00:00"}
|
| 86 |
+
{"epoch": 86, "train_loss": 1.212401274854809, "train_acc": 0.7360594795539034, "test_loss": 1.0171628215096213, "test_acc": 0.6856060606060606, "best_acc": 0.7045454545454546, "spike_rates": [0.0651758602436851, 0.1757178026087144, 0.2019276969573077, 0.2579943152034984, 0.23221236029092004], "spikes_per_sample": 462557.0617929864, "wall_time_s": 2.2516589164733887, "timestamp": "2026-08-21T10:16:21.768144+00:00"}
|
| 87 |
+
{"epoch": 87, "train_loss": 1.2242400242936655, "train_acc": 0.7434944237918215, "test_loss": 0.9483486341707634, "test_acc": 0.7083333333333334, "best_acc": 0.7083333333333334, "spike_rates": [0.06630267641123604, 0.1799292529330534, 0.2039727156653124, 0.2589562342447393, 0.2313414189745398], "spikes_per_sample": 470529.05231900455, "wall_time_s": 2.251063108444214, "timestamp": "2026-08-21T10:16:24.045439+00:00"}
|
| 88 |
+
{"epoch": 88, "train_loss": 1.2601096000813197, "train_acc": 0.7118959107806692, "test_loss": 0.9695006301908782, "test_acc": 0.7007575757575758, "best_acc": 0.7083333333333334, "spike_rates": [0.06505314786644543, 0.17792669727521784, 0.20336520408882813, 0.25810819163041954, 0.23089571998399847], "spikes_per_sample": 465373.8762726244, "wall_time_s": 2.256082773208618, "timestamp": "2026-08-21T10:16:26.332489+00:00"}
|
| 89 |
+
{"epoch": 89, "train_loss": 1.21211420470454, "train_acc": 0.7434944237918215, "test_loss": 0.9902097384134928, "test_acc": 0.6856060606060606, "best_acc": 0.7083333333333334, "spike_rates": [0.06555436288609225, 0.1760118428398581, 0.20182771367185257, 0.25839051604270935, 0.2334175977636786], "spikes_per_sample": 463668.3470022625, "wall_time_s": 2.2416887283325195, "timestamp": "2026-08-21T10:16:28.600781+00:00"}
|
| 90 |
+
{"epoch": 90, "train_loss": 1.2596194682068098, "train_acc": 0.7193308550185874, "test_loss": 0.981647197044257, "test_acc": 0.6893939393939394, "best_acc": 0.7083333333333334, "spike_rates": [0.06506129770594485, 0.17637812039431403, 0.2021201656145208, 0.25814346530858207, 0.2326521040762172], "spikes_per_sample": 463134.7249717195, "wall_time_s": 2.2447502613067627, "timestamp": "2026-08-21T10:16:30.871614+00:00"}
|
| 91 |
+
{"epoch": 91, "train_loss": 1.2354621373144667, "train_acc": 0.7118959107806692, "test_loss": 1.0033101963274407, "test_acc": 0.7083333333333334, "best_acc": 0.7083333333333334, "spike_rates": [0.06474354709772502, 0.17377883195877075, 0.20085914082386913, 0.25941379806574655, 0.2345954591737074], "spikes_per_sample": 459262.5087669683, "wall_time_s": 2.2454817295074463, "timestamp": "2026-08-21T10:16:33.143143+00:00"}
|
| 92 |
+
{"epoch": 92, "train_loss": 1.187286454948794, "train_acc": 0.7565055762081785, "test_loss": 1.0437020406578525, "test_acc": 0.6742424242424242, "best_acc": 0.7083333333333334, "spike_rates": [0.06525637165588491, 0.17615713792688706, 0.20065195595516877, 0.2559616144965677, 0.23208706256221323], "spikes_per_sample": 462251.14734162897, "wall_time_s": 2.2525150775909424, "timestamp": "2026-08-21T10:16:35.421584+00:00"}
|
| 93 |
+
{"epoch": 93, "train_loss": 1.2063719481783728, "train_acc": 0.7397769516728625, "test_loss": 1.044755133715543, "test_acc": 0.6818181818181818, "best_acc": 0.7083333333333334, "spike_rates": [0.06498749466503367, 0.17633745249579935, 0.20226361996987285, 0.2581680662491742, 0.2320064876009436], "spikes_per_sample": 463008.653280543, "wall_time_s": 2.2414166927337646, "timestamp": "2026-08-21T10:16:37.689013+00:00"}
|
| 94 |
+
{"epoch": 94, "train_loss": 1.2281459561067887, "train_acc": 0.7565055762081785, "test_loss": 1.0225430618632922, "test_acc": 0.6893939393939394, "best_acc": 0.7083333333333334, "spike_rates": [0.06689510735518792, 0.177809716147535, 0.20218922022510977, 0.25710438630160165, 0.23054854834780975], "spikes_per_sample": 468364.61637443444, "wall_time_s": 2.243642807006836, "timestamp": "2026-08-21T10:16:39.958795+00:00"}
|
| 95 |
+
{"epoch": 95, "train_loss": 1.2203454186925216, "train_acc": 0.7379182156133829, "test_loss": 0.9682100180423621, "test_acc": 0.6856060606060606, "best_acc": 0.7083333333333334, "spike_rates": [0.06472515161423122, 0.1760849496897529, 0.20225240290164948, 0.2573522679946002, 0.23162727934472702], "spikes_per_sample": 462078.04355203616, "wall_time_s": 2.2430765628814697, "timestamp": "2026-08-21T10:16:42.230849+00:00"}
|
| 96 |
+
{"epoch": 96, "train_loss": 1.2244459926860483, "train_acc": 0.7342007434944238, "test_loss": 0.99169752814553, "test_acc": 0.6856060606060606, "best_acc": 0.7083333333333334, "spike_rates": [0.06503193869310267, 0.17800677523893468, 0.20321773693842046, 0.2577861249446869, 0.2274885572054807], "spikes_per_sample": 465266.70432692306, "wall_time_s": 2.2430200576782227, "timestamp": "2026-08-21T10:16:44.500570+00:00"}
|
| 97 |
+
{"epoch": 97, "train_loss": 1.234336451083754, "train_acc": 0.7397769516728625, "test_loss": 0.9602085243571888, "test_acc": 0.7007575757575758, "best_acc": 0.7083333333333334, "spike_rates": [0.06500988103011075, 0.17701056336655335, 0.20243233968229854, 0.25773778207161846, 0.23330063679639032], "spikes_per_sample": 463804.61467760184, "wall_time_s": 2.2385940551757812, "timestamp": "2026-08-21T10:16:46.765967+00:00"}
|
| 98 |
+
{"epoch": 98, "train_loss": 1.1760820163670083, "train_acc": 0.7509293680297398, "test_loss": 0.9187145630518595, "test_acc": 0.7045454545454546, "best_acc": 0.7083333333333334, "spike_rates": [0.06463156728183522, 0.17658489153665655, 0.2025858453091453, 0.25800663232803345, 0.23559504747390747], "spikes_per_sample": 462699.86057692306, "wall_time_s": 2.2350854873657227, "timestamp": "2026-08-21T10:16:49.026466+00:00"}
|
| 99 |
+
{"epoch": 99, "train_loss": 1.1965333342995341, "train_acc": 0.7360594795539034, "test_loss": 0.9661939180258549, "test_acc": 0.6818181818181818, "best_acc": 0.7083333333333334, "spike_rates": [0.06555469772394966, 0.17739922772435582, 0.20249984194250667, 0.2574112099759719, 0.23037873383830576], "spikes_per_sample": 465323.80104638013, "wall_time_s": 2.2429938316345215, "timestamp": "2026-08-21T10:16:51.303375+00:00"}
|
| 100 |
+
{"epoch": 100, "train_loss": 1.2173513621645788, "train_acc": 0.7490706319702602, "test_loss": 0.9428806991288157, "test_acc": 0.7083333333333334, "best_acc": 0.7083333333333334, "spike_rates": [0.06506027982515447, 0.1793036276803297, 0.20354382869075327, 0.2562400891500361, 0.23098939657211304], "spikes_per_sample": 466684.2412330317, "wall_time_s": 2.2287070751190186, "timestamp": "2026-08-21T10:16:53.559519+00:00"}
|
opt4_mint_membrane_quant/opt4_ubits2.gpu_telemetry.csv
ADDED
|
@@ -0,0 +1,151 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
timestamp,index,utilization.gpu,utilization.memory,memory.used,memory.total,temperature.gpu,power.draw,clocks.sm
|
| 2 |
+
2026/08/21 10:11:05.668, 0, 0, 0, 0, 15360, 56, 11.85, 300
|
| 3 |
+
2026/08/21 10:11:05.685, 1, 0, 0, 0, 15360, 53, 10.56, 300
|
| 4 |
+
2026/08/21 10:11:10.739, 0, 0, 0, 105, 15360, 58, 30.00, 615
|
| 5 |
+
2026/08/21 10:11:10.749, 1, 0, 0, 123, 15360, 55, 29.63, 585
|
| 6 |
+
2026/08/21 10:11:15.797, 0, 0, 0, 205, 15360, 59, 30.20, 585
|
| 7 |
+
2026/08/21 10:11:15.807, 1, 100, 0, 205, 15360, 58, 43.15, 1590
|
| 8 |
+
2026/08/21 10:11:20.852, 0, 0, 0, 205, 15360, 59, 30.20, 585
|
| 9 |
+
2026/08/21 10:11:20.862, 1, 100, 0, 205, 15360, 59, 43.52, 1590
|
| 10 |
+
2026/08/21 10:11:25.908, 0, 0, 0, 205, 15360, 59, 30.30, 585
|
| 11 |
+
2026/08/21 10:11:25.918, 1, 100, 0, 205, 15360, 60, 43.82, 1590
|
| 12 |
+
2026/08/21 10:11:30.962, 0, 0, 0, 205, 15360, 60, 30.30, 585
|
| 13 |
+
2026/08/21 10:11:30.972, 1, 100, 0, 205, 15360, 61, 44.21, 1590
|
| 14 |
+
2026/08/21 10:11:36.017, 0, 0, 0, 205, 15360, 60, 30.30, 585
|
| 15 |
+
2026/08/21 10:11:36.027, 1, 100, 0, 205, 15360, 62, 44.41, 1590
|
| 16 |
+
2026/08/21 10:11:41.071, 0, 0, 0, 205, 15360, 60, 30.50, 585
|
| 17 |
+
2026/08/21 10:11:41.081, 1, 0, 0, 205, 15360, 61, 30.60, 585
|
| 18 |
+
2026/08/21 10:11:46.129, 0, 0, 0, 205, 15360, 60, 30.50, 585
|
| 19 |
+
2026/08/21 10:11:46.139, 1, 0, 0, 205, 15360, 61, 30.70, 585
|
| 20 |
+
2026/08/21 10:11:51.189, 0, 0, 0, 205, 15360, 60, 30.80, 585
|
| 21 |
+
2026/08/21 10:11:51.199, 1, 0, 0, 205, 15360, 61, 30.60, 585
|
| 22 |
+
2026/08/21 10:11:56.246, 0, 0, 0, 205, 15360, 60, 30.50, 585
|
| 23 |
+
2026/08/21 10:11:56.257, 1, 0, 0, 205, 15360, 61, 30.70, 585
|
| 24 |
+
2026/08/21 10:12:01.306, 0, 0, 0, 205, 15360, 61, 30.60, 585
|
| 25 |
+
2026/08/21 10:12:01.316, 1, 0, 0, 205, 15360, 61, 30.70, 585
|
| 26 |
+
2026/08/21 10:12:06.366, 0, 0, 0, 205, 15360, 61, 30.60, 585
|
| 27 |
+
2026/08/21 10:12:06.376, 1, 0, 0, 205, 15360, 61, 30.70, 585
|
| 28 |
+
2026/08/21 10:12:11.425, 0, 0, 0, 205, 15360, 61, 30.70, 585
|
| 29 |
+
2026/08/21 10:12:11.434, 1, 0, 0, 205, 15360, 61, 30.70, 585
|
| 30 |
+
2026/08/21 10:12:16.483, 0, 0, 0, 205, 15360, 61, 30.70, 585
|
| 31 |
+
2026/08/21 10:12:16.493, 1, 0, 0, 205, 15360, 61, 30.80, 585
|
| 32 |
+
2026/08/21 10:12:21.541, 0, 0, 0, 205, 15360, 61, 30.80, 585
|
| 33 |
+
2026/08/21 10:12:21.552, 1, 0, 0, 205, 15360, 61, 30.80, 585
|
| 34 |
+
2026/08/21 10:12:26.600, 0, 0, 0, 341, 15360, 61, 30.80, 585
|
| 35 |
+
2026/08/21 10:12:26.611, 1, 0, 0, 205, 15360, 61, 30.80, 585
|
| 36 |
+
2026/08/21 10:12:31.660, 0, 0, 0, 341, 15360, 61, 30.80, 585
|
| 37 |
+
2026/08/21 10:12:31.670, 1, 0, 0, 205, 15360, 62, 30.90, 585
|
| 38 |
+
2026/08/21 10:12:36.717, 0, 0, 0, 341, 15360, 62, 30.80, 585
|
| 39 |
+
2026/08/21 10:12:36.727, 1, 0, 0, 205, 15360, 62, 30.90, 585
|
| 40 |
+
2026/08/21 10:12:41.774, 0, 100, 0, 395, 15360, 63, 45.59, 1590
|
| 41 |
+
2026/08/21 10:12:41.781, 1, 0, 0, 205, 15360, 62, 30.90, 585
|
| 42 |
+
2026/08/21 10:12:46.830, 0, 100, 0, 395, 15360, 65, 45.89, 1590
|
| 43 |
+
2026/08/21 10:12:46.837, 1, 0, 0, 205, 15360, 62, 30.90, 585
|
| 44 |
+
2026/08/21 10:12:51.888, 0, 100, 0, 395, 15360, 66, 46.26, 1590
|
| 45 |
+
2026/08/21 10:12:51.895, 1, 0, 0, 341, 15360, 62, 30.99, 585
|
| 46 |
+
2026/08/21 10:12:56.944, 0, 100, 0, 395, 15360, 66, 46.55, 1590
|
| 47 |
+
2026/08/21 10:12:56.951, 1, 0, 0, 341, 15360, 62, 30.99, 585
|
| 48 |
+
2026/08/21 10:13:01.999, 0, 100, 0, 395, 15360, 67, 46.94, 1590
|
| 49 |
+
2026/08/21 10:13:02.005, 1, 0, 0, 341, 15360, 62, 30.99, 585
|
| 50 |
+
2026/08/21 10:13:07.058, 0, 18, 17, 2459, 15360, 69, 55.51, 1395
|
| 51 |
+
2026/08/21 10:13:07.071, 1, 58, 16, 2459, 15360, 63, 55.97, 855
|
| 52 |
+
2026/08/21 10:13:12.127, 0, 95, 80, 3315, 15360, 70, 68.67, 1125
|
| 53 |
+
2026/08/21 10:13:12.140, 1, 95, 80, 3315, 15360, 67, 63.03, 1230
|
| 54 |
+
2026/08/21 10:13:17.193, 0, 96, 79, 3315, 15360, 71, 65.73, 1230
|
| 55 |
+
2026/08/21 10:13:17.209, 1, 96, 80, 3315, 15360, 69, 63.93, 1215
|
| 56 |
+
2026/08/21 10:13:22.262, 0, 95, 79, 3315, 15360, 72, 66.12, 1140
|
| 57 |
+
2026/08/21 10:13:22.283, 1, 97, 59, 3315, 15360, 69, 47.01, 1590
|
| 58 |
+
2026/08/21 10:13:27.329, 0, 96, 80, 3315, 15360, 73, 73.43, 1035
|
| 59 |
+
2026/08/21 10:13:27.341, 1, 97, 83, 3315, 15360, 71, 65.14, 1095
|
| 60 |
+
2026/08/21 10:13:32.391, 0, 96, 82, 3315, 15360, 75, 65.00, 990
|
| 61 |
+
2026/08/21 10:13:32.411, 1, 95, 80, 3315, 15360, 72, 73.82, 1050
|
| 62 |
+
2026/08/21 10:13:37.466, 0, 96, 78, 3315, 15360, 76, 60.16, 945
|
| 63 |
+
2026/08/21 10:13:37.486, 1, 96, 79, 3315, 15360, 73, 75.44, 1095
|
| 64 |
+
2026/08/21 10:13:42.541, 0, 98, 91, 3315, 15360, 78, 64.20, 1395
|
| 65 |
+
2026/08/21 10:13:42.559, 1, 100, 13, 3315, 15360, 74, 50.04, 1350
|
| 66 |
+
2026/08/21 10:13:47.610, 0, 95, 73, 3315, 15360, 79, 62.93, 960
|
| 67 |
+
2026/08/21 10:13:47.621, 1, 96, 73, 3315, 15360, 75, 62.20, 1140
|
| 68 |
+
2026/08/21 10:13:52.677, 0, 96, 75, 3315, 15360, 80, 69.86, 855
|
| 69 |
+
2026/08/21 10:13:52.697, 1, 96, 74, 3315, 15360, 76, 69.47, 1140
|
| 70 |
+
2026/08/21 10:13:57.757, 0, 96, 75, 3315, 15360, 81, 69.51, 870
|
| 71 |
+
2026/08/21 10:13:57.771, 1, 96, 74, 3315, 15360, 76, 70.29, 1095
|
| 72 |
+
2026/08/21 10:14:02.823, 0, 96, 75, 3315, 15360, 81, 66.57, 900
|
| 73 |
+
2026/08/21 10:14:02.837, 1, 96, 72, 3315, 15360, 76, 64.06, 1080
|
| 74 |
+
2026/08/21 10:14:07.887, 0, 96, 73, 3315, 15360, 80, 66.96, 915
|
| 75 |
+
2026/08/21 10:14:07.905, 1, 97, 75, 3315, 15360, 75, 41.06, 1560
|
| 76 |
+
2026/08/21 10:14:12.952, 0, 85, 81, 3315, 15360, 79, 63.71, 1020
|
| 77 |
+
2026/08/21 10:14:12.967, 1, 100, 12, 3315, 15360, 74, 63.81, 990
|
| 78 |
+
2026/08/21 10:14:18.028, 0, 96, 74, 3315, 15360, 77, 61.10, 945
|
| 79 |
+
2026/08/21 10:14:18.046, 1, 95, 77, 3315, 15360, 73, 66.96, 1095
|
| 80 |
+
2026/08/21 10:14:23.104, 0, 95, 78, 3315, 15360, 76, 68.43, 945
|
| 81 |
+
2026/08/21 10:14:23.123, 1, 96, 75, 3315, 15360, 72, 68.33, 1080
|
| 82 |
+
2026/08/21 10:14:28.179, 0, 95, 77, 3315, 15360, 75, 72.50, 990
|
| 83 |
+
2026/08/21 10:14:28.197, 1, 96, 78, 3315, 15360, 72, 67.31, 1080
|
| 84 |
+
2026/08/21 10:14:33.257, 0, 81, 72, 3315, 15360, 75, 64.30, 1125
|
| 85 |
+
2026/08/21 10:14:33.271, 1, 97, 64, 3315, 15360, 71, 57.70, 1140
|
| 86 |
+
2026/08/21 10:14:38.331, 0, 97, 82, 3315, 15360, 75, 60.41, 1095
|
| 87 |
+
2026/08/21 10:14:38.345, 1, 96, 80, 3315, 15360, 71, 66.86, 1035
|
| 88 |
+
2026/08/21 10:14:43.399, 0, 95, 78, 3315, 15360, 75, 69.86, 990
|
| 89 |
+
2026/08/21 10:14:43.416, 1, 95, 77, 3315, 15360, 71, 72.26, 1020
|
| 90 |
+
2026/08/21 10:14:48.468, 0, 95, 79, 3315, 15360, 75, 68.24, 1065
|
| 91 |
+
2026/08/21 10:14:48.486, 1, 95, 77, 3315, 15360, 71, 68.33, 1320
|
| 92 |
+
2026/08/21 10:14:53.531, 0, 97, 82, 3315, 15360, 76, 64.65, 1125
|
| 93 |
+
2026/08/21 10:14:53.549, 1, 96, 78, 3315, 15360, 72, 65.89, 1170
|
| 94 |
+
2026/08/21 10:14:58.602, 0, 95, 76, 3315, 15360, 77, 64.99, 1095
|
| 95 |
+
2026/08/21 10:14:58.616, 1, 96, 76, 3315, 15360, 73, 62.93, 1170
|
| 96 |
+
2026/08/21 10:15:03.669, 0, 96, 77, 3315, 15360, 78, 74.02, 915
|
| 97 |
+
2026/08/21 10:15:03.683, 1, 96, 76, 3315, 15360, 74, 73.88, 1095
|
| 98 |
+
2026/08/21 10:15:08.747, 0, 96, 77, 3315, 15360, 79, 64.55, 1125
|
| 99 |
+
2026/08/21 10:15:08.763, 1, 96, 78, 3315, 15360, 75, 62.10, 1155
|
| 100 |
+
2026/08/21 10:15:13.818, 0, 85, 81, 3315, 15360, 79, 68.33, 870
|
| 101 |
+
2026/08/21 10:15:13.833, 1, 99, 15, 3315, 15360, 75, 75.54, 975
|
| 102 |
+
2026/08/21 10:15:18.891, 0, 97, 78, 3315, 15360, 79, 64.36, 780
|
| 103 |
+
2026/08/21 10:15:18.908, 1, 97, 77, 3315, 15360, 75, 62.83, 1005
|
| 104 |
+
2026/08/21 10:15:23.962, 0, 97, 81, 3315, 15360, 78, 58.39, 960
|
| 105 |
+
2026/08/21 10:15:23.974, 1, 97, 80, 3315, 15360, 74, 57.01, 1080
|
| 106 |
+
2026/08/21 10:15:29.037, 0, 95, 76, 3315, 15360, 77, 66.51, 930
|
| 107 |
+
2026/08/21 10:15:29.049, 1, 95, 76, 3315, 15360, 74, 71.38, 1185
|
| 108 |
+
2026/08/21 10:15:34.104, 0, 95, 76, 3315, 15360, 77, 66.22, 1020
|
| 109 |
+
2026/08/21 10:15:34.119, 1, 95, 71, 3315, 15360, 73, 41.35, 1575
|
| 110 |
+
2026/08/21 10:15:39.164, 0, 97, 82, 3315, 15360, 76, 58.72, 975
|
| 111 |
+
2026/08/21 10:15:39.179, 1, 97, 79, 3315, 15360, 73, 65.44, 1110
|
| 112 |
+
2026/08/21 10:15:44.236, 0, 95, 76, 3315, 15360, 76, 66.85, 930
|
| 113 |
+
2026/08/21 10:15:44.253, 1, 95, 76, 3315, 15360, 72, 63.12, 1050
|
| 114 |
+
2026/08/21 10:15:49.311, 0, 96, 77, 3315, 15360, 76, 63.51, 885
|
| 115 |
+
2026/08/21 10:15:49.323, 1, 95, 79, 3315, 15360, 73, 72.94, 1035
|
| 116 |
+
2026/08/21 10:15:54.379, 0, 94, 75, 3315, 15360, 76, 64.75, 1050
|
| 117 |
+
2026/08/21 10:15:54.397, 1, 94, 76, 3315, 15360, 72, 46.42, 1560
|
| 118 |
+
2026/08/21 10:15:59.444, 0, 96, 77, 3315, 15360, 76, 64.26, 975
|
| 119 |
+
2026/08/21 10:15:59.467, 1, 96, 75, 3315, 15360, 73, 71.52, 1035
|
| 120 |
+
2026/08/21 10:16:04.526, 0, 93, 76, 3315, 15360, 77, 65.44, 1050
|
| 121 |
+
2026/08/21 10:16:04.539, 1, 97, 80, 3315, 15360, 74, 57.41, 1140
|
| 122 |
+
2026/08/21 10:16:09.597, 0, 97, 79, 3315, 15360, 77, 66.12, 975
|
| 123 |
+
2026/08/21 10:16:09.610, 1, 96, 75, 3315, 15360, 74, 65.34, 1095
|
| 124 |
+
2026/08/21 10:16:14.668, 0, 95, 75, 3315, 15360, 77, 67.10, 1005
|
| 125 |
+
2026/08/21 10:16:14.684, 1, 95, 76, 3315, 15360, 74, 71.08, 1425
|
| 126 |
+
2026/08/21 10:16:19.735, 0, 83, 75, 3315, 15360, 78, 64.69, 960
|
| 127 |
+
2026/08/21 10:16:19.752, 1, 98, 17, 3315, 15360, 74, 66.46, 1035
|
| 128 |
+
2026/08/21 10:16:24.811, 0, 95, 75, 3315, 15360, 78, 62.67, 990
|
| 129 |
+
2026/08/21 10:16:24.825, 1, 95, 78, 3315, 15360, 74, 67.06, 1095
|
| 130 |
+
2026/08/21 10:16:29.874, 0, 95, 76, 3315, 15360, 78, 63.71, 915
|
| 131 |
+
2026/08/21 10:16:29.886, 1, 97, 79, 3315, 15360, 74, 65.28, 1005
|
| 132 |
+
2026/08/21 10:16:34.942, 0, 95, 74, 3315, 15360, 77, 63.57, 990
|
| 133 |
+
2026/08/21 10:16:34.958, 1, 97, 79, 3315, 15360, 74, 75.34, 1035
|
| 134 |
+
2026/08/21 10:16:40.010, 0, 98, 91, 3315, 15360, 77, 38.72, 1275
|
| 135 |
+
2026/08/21 10:16:40.031, 1, 100, 11, 3315, 15360, 74, 50.23, 1320
|
| 136 |
+
2026/08/21 10:16:45.087, 0, 96, 78, 3315, 15360, 77, 64.79, 945
|
| 137 |
+
2026/08/21 10:16:45.106, 1, 96, 79, 3315, 15360, 74, 64.36, 1065
|
| 138 |
+
2026/08/21 10:16:50.159, 0, 96, 75, 3315, 15360, 77, 64.55, 1065
|
| 139 |
+
2026/08/21 10:16:50.174, 1, 97, 80, 3315, 15360, 74, 65.59, 1125
|
| 140 |
+
2026/08/21 10:16:55.229, 0, 86, 64, 3313, 15360, 77, 57.54, 1020
|
| 141 |
+
2026/08/21 10:16:55.246, 1, 0, 0, 3, 15360, 72, 44.09, 1590
|
| 142 |
+
2026/08/21 10:17:00.289, 0, 89, 65, 3315, 15360, 76, 54.53, 1080
|
| 143 |
+
2026/08/21 10:17:00.303, 1, 0, 0, 3, 15360, 68, 12.05, 300
|
| 144 |
+
2026/08/21 10:17:05.359, 0, 86, 63, 3315, 15360, 77, 68.28, 1050
|
| 145 |
+
2026/08/21 10:17:05.372, 1, 0, 0, 3, 15360, 66, 11.75, 300
|
| 146 |
+
2026/08/21 10:17:10.429, 0, 89, 65, 3315, 15360, 77, 70.49, 945
|
| 147 |
+
2026/08/21 10:17:10.440, 1, 0, 0, 3, 15360, 64, 11.65, 300
|
| 148 |
+
2026/08/21 10:17:15.496, 0, 88, 64, 3315, 15360, 77, 67.13, 1170
|
| 149 |
+
2026/08/21 10:17:15.509, 1, 0, 0, 3, 15360, 62, 11.35, 300
|
| 150 |
+
2026/08/21 10:17:20.563, 0, 52, 28, 3315, 15360, 77, 69.94, 1560
|
| 151 |
+
2026/08/21 10:17:20.572, 1, 0, 0, 3, 15360, 60, 11.45, 300
|
opt4_mint_membrane_quant/opt4_ubits2.summary.json
ADDED
|
@@ -0,0 +1,88 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"tag": "opt4_ubits2",
|
| 3 |
+
"script": "opt4_mint_membrane_quant.py",
|
| 4 |
+
"script_sha256_16": "598d76c727a2deea",
|
| 5 |
+
"hf_folder": "opt4_mint_membrane_quant",
|
| 6 |
+
"priority": 1,
|
| 7 |
+
"note": "",
|
| 8 |
+
"phase": 4,
|
| 9 |
+
"n_phases": 10,
|
| 10 |
+
"command": [
|
| 11 |
+
"/usr/bin/python3",
|
| 12 |
+
"-m",
|
| 13 |
+
"torch.distributed.run",
|
| 14 |
+
"--standalone",
|
| 15 |
+
"--nproc_per_node=2",
|
| 16 |
+
"/kaggle/temp/snn_runs/scripts/opt4_mint_membrane_quant.py",
|
| 17 |
+
"--epochs",
|
| 18 |
+
"100",
|
| 19 |
+
"--batch-size",
|
| 20 |
+
"32",
|
| 21 |
+
"--num-bins",
|
| 22 |
+
"16",
|
| 23 |
+
"--event-eval",
|
| 24 |
+
"--no-hf",
|
| 25 |
+
"--no-resume",
|
| 26 |
+
"--data-dir",
|
| 27 |
+
"/kaggle/temp/dvs128_data",
|
| 28 |
+
"--num-classes",
|
| 29 |
+
"11",
|
| 30 |
+
"--bench",
|
| 31 |
+
"--u-bits",
|
| 32 |
+
"2"
|
| 33 |
+
],
|
| 34 |
+
"flags": [
|
| 35 |
+
"--u-bits",
|
| 36 |
+
"2"
|
| 37 |
+
],
|
| 38 |
+
"epochs_requested": 100,
|
| 39 |
+
"epochs_completed": 100,
|
| 40 |
+
"batch_size_per_gpu": 32,
|
| 41 |
+
"num_bins_T": 16,
|
| 42 |
+
"gpus": 2,
|
| 43 |
+
"amp": false,
|
| 44 |
+
"exit_code": 0,
|
| 45 |
+
"status": "ok",
|
| 46 |
+
"duration_s": 379.3,
|
| 47 |
+
"sec_per_epoch": 3.79,
|
| 48 |
+
"started_utc": "2026-08-21T10:11:05.636328+00:00",
|
| 49 |
+
"finished_utc": "2026-08-21T10:17:24.975778+00:00",
|
| 50 |
+
"final_epoch_metrics": {
|
| 51 |
+
"epoch": 100,
|
| 52 |
+
"train_loss": 1.2173513621645788,
|
| 53 |
+
"train_acc": 0.7490706319702602,
|
| 54 |
+
"test_loss": 0.9428806991288157,
|
| 55 |
+
"test_acc": 0.7083333333333334,
|
| 56 |
+
"best_acc": 0.7083333333333334,
|
| 57 |
+
"spike_rates": [
|
| 58 |
+
0.06506027982515447,
|
| 59 |
+
0.1793036276803297,
|
| 60 |
+
0.20354382869075327,
|
| 61 |
+
0.2562400891500361,
|
| 62 |
+
0.23098939657211304
|
| 63 |
+
],
|
| 64 |
+
"spikes_per_sample": 466684.2412330317,
|
| 65 |
+
"wall_time_s": 2.2287070751190186,
|
| 66 |
+
"timestamp": "2026-08-21T10:16:53.559519+00:00"
|
| 67 |
+
},
|
| 68 |
+
"best": {
|
| 69 |
+
"epoch": 87,
|
| 70 |
+
"test_acc": 0.7083333333333334
|
| 71 |
+
},
|
| 72 |
+
"event_driven": {
|
| 73 |
+
"event_driven_test_acc": 0.7083333333333334,
|
| 74 |
+
"synaptic_ops_per_inference": 310897062.9444444,
|
| 75 |
+
"membrane_bytes_per_inference": 59522.75,
|
| 76 |
+
"u_bits": 2,
|
| 77 |
+
"kshift": 0,
|
| 78 |
+
"w_bits": 0
|
| 79 |
+
},
|
| 80 |
+
"driver_version": 1,
|
| 81 |
+
"zip": {
|
| 82 |
+
"name": "opt4_ubits2.zip",
|
| 83 |
+
"files": 312,
|
| 84 |
+
"bytes": 1444147350,
|
| 85 |
+
"MB": 1444.1,
|
| 86 |
+
"sha256": "5a598f023c59afa5004f99624f1e76894ed6884cc3709e875ab159cbbf9fb41e"
|
| 87 |
+
}
|
| 88 |
+
}
|
opt4_mint_membrane_quant/opt4_ubits2.zip
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:5a598f023c59afa5004f99624f1e76894ed6884cc3709e875ab159cbbf9fb41e
|
| 3 |
+
size 1444147350
|