index + epoch table (opt4_ubits4_wbits8)

_index/EPOCHS_ALL.csv

@@ -2899,6 +2899,106 @@ opt4_ubits4_po2,opt4_mint_membrane_quant.py,598d76c727a2deea,4,1,--u-bits 4 --po
 opt4_ubits4_po2,opt4_mint_membrane_quant.py,598d76c727a2deea,4,1,--u-bits 4 --po2-beta --assert-multiplierless,"power-of-two decay -> shift-only, no multiplier",2,False,32,16,100,98,0.5722287210833185,0.9981412639405205,0.2966239818117835,0.9318181818181818,0.9393939393939394,279847.48911199096,2.249818801879883,220.1,2026-08-21T10:32:12.255060+00:00,0.061460631735184616,0.09393563033903346,0.072593633304624,0.09933821462533053,0.16098407436819637,0.097662,"[0.061460631735184616, 0.09393563033903346, 0.072593633304624, 0.09933821462533053, 0.16098407436819637]",1,130.63,0.08164,96.0,6630.0
 opt4_ubits4_po2,opt4_mint_membrane_quant.py,598d76c727a2deea,4,1,--u-bits 4 --po2-beta --assert-multiplierless,"power-of-two decay -> shift-only, no multiplier",2,False,32,16,100,99,0.5683379838014624,0.9962825278810409,0.2953587242148139,0.928030303030303,0.9393939393939394,280300.9654977375,2.2495839595794678,222.3,2026-08-21T10:32:14.529853+00:00,0.06166926946710138,0.09389299680204953,0.07275500236188664,0.09916920828468659,0.16077416258699753,0.097652,"[0.06166926946710138, 0.09389299680204953, 0.07275500236188664, 0.09916920828468659, 0.16077416258699753]",,,,,
 opt4_ubits4_po2,opt4_mint_membrane_quant.py,598d76c727a2deea,4,1,--u-bits 4 --po2-beta --assert-multiplierless,"power-of-two decay -> shift-only, no multiplier",2,False,32,16,100,100,0.5724566889075099,0.9925650557620818,0.3020195358178832,0.9318181818181818,0.9393939393939394,279614.8994626697,2.2441794872283936,224.5,2026-08-21T10:32:16.805009+00:00,0.061654273639707005,0.09367319634732078,0.0720758937737521,0.09866921735160492,0.16049223699990442,0.097313,"[0.061654273639707005, 0.09367319634732078, 0.0720758937737521, 0.09866921735160492, 0.16049223699990442]",1,129.63,0.08081,95.5,6630.0
+opt4_ubits4_wbits8,opt4_mint_membrane_quant.py,598d76c727a2deea,5,1,--u-bits 4 --w-bits 8,weights quantized too,2,False,32,16,100,1,2.2505576442165447,0.4721189591078067,4.078645619479093,0.3143939393939394,0.3143939393939394,510815.22808257915,3.343724250793457,3.3,2026-08-21T11:54:07.229428+00:00,0.10745865150409586,0.1555675776565776,0.17879372572197633,0.205072539694169,0.20516377512146444,0.170411,"[0.10745865150409586, 0.1555675776565776, 0.17879372572197633, 0.205072539694169, 0.20516377512146444]",1,69.04,0.06413,14.5,4402.0
+opt4_ubits4_wbits8,opt4_mint_membrane_quant.py,598d76c727a2deea,5,1,--u-bits 4 --w-bits 8,weights quantized too,2,False,32,16,100,2,1.7121918737666757,0.5111524163568774,1.3649638439669753,0.5,0.5,512441.74547511316,2.1840171813964844,5.5,2026-08-21T11:54:09.448417+00:00,0.10433111295980566,0.1589717628324733,0.1848558757235022,0.21471910091007457,0.22588541753151836,0.177753,"[0.10433111295980566, 0.1589717628324733, 0.1848558757235022, 0.21471910091007457, 0.22588541753151836]",1,119.74,0.07264,88.0,6634.0
+opt4_ubits4_wbits8,opt4_mint_membrane_quant.py,598d76c727a2deea,5,1,--u-bits 4 --w-bits 8,weights quantized too,2,False,32,16,100,3,1.4633743851601413,0.5947955390334573,1.1394361149181018,0.5454545454545454,0.5454545454545454,496050.0919117647,2.1935503482818604,7.7,2026-08-21T11:54:11.673243+00:00,0.10184645828078775,0.1508524601950365,0.17938735818161683,0.2156555959407021,0.23495690612231984,0.17654,"[0.10184645828078775, 0.1508524601950365, 0.17938735818161683, 0.2156555959407021, 0.23495690612231984]",,,,,
+opt4_ubits4_wbits8,opt4_mint_membrane_quant.py,598d76c727a2deea,5,1,--u-bits 4 --w-bits 8,weights quantized too,2,False,32,16,100,4,1.396463128270713,0.6059479553903345,0.9145090002002139,0.6325757575757576,0.6325757575757576,495805.1541289593,2.205359697341919,9.9,2026-08-21T11:54:13.910275+00:00,0.10364339938935112,0.15206940559779897,0.17261295108234181,0.20350748212898478,0.21714396073537715,0.169795,"[0.10364339938935112, 0.15206940559779897, 0.17261295108234181, 0.20350748212898478, 0.21714396073537715]",,,,,
+opt4_ubits4_wbits8,opt4_mint_membrane_quant.py,598d76c727a2deea,5,1,--u-bits 4 --w-bits 8,weights quantized too,2,False,32,16,100,5,1.3364807079272643,0.6412639405204461,0.9381283322970072,0.571969696969697,0.6325757575757576,487527.41430995474,2.2090084552764893,12.1,2026-08-21T11:54:16.153202+00:00,0.10666949696400586,0.14721054364653194,0.1584553622147616,0.1885279276791741,0.19996655162642984,0.160166,"[0.10666949696400586, 0.14721054364653194, 0.1584553622147616, 0.1885279276791741, 0.19996655162642984]",1,132.59,0.08136,96.5,6634.0
+opt4_ubits4_wbits8,opt4_mint_membrane_quant.py,598d76c727a2deea,5,1,--u-bits 4 --w-bits 8,weights quantized too,2,False,32,16,100,6,1.2593128322225522,0.6672862453531598,0.9268464554439891,0.5984848484848485,0.6325757575757576,492471.2847850679,2.2122132778167725,14.3,2026-08-21T11:54:18.390432+00:00,0.10524293429711286,0.15090969380210428,0.16526673208264744,0.19185756059253917,0.20572453561951132,0.1638,"[0.10524293429711286, 0.15090969380210428, 0.16526673208264744, 0.19185756059253917, 0.20572453561951132]",,,,,
+opt4_ubits4_wbits8,opt4_mint_membrane_quant.py,598d76c727a2deea,5,1,--u-bits 4 --w-bits 8,weights quantized too,2,False,32,16,100,7,1.2969909401188109,0.6133828996282528,0.8104053645422964,0.6515151515151515,0.6515151515151515,489040.01046380086,2.2190423011779785,16.6,2026-08-21T11:54:20.635021+00:00,0.10311376741703819,0.14979827316368327,0.16866514262031107,0.19459314206067255,0.21279843414531036,0.165794,"[0.10311376741703819, 0.14979827316368327, 0.16866514262031107, 0.19459314206067255, 0.21279843414531036]",1,126.79,0.07815,95.5,6634.0
+opt4_ubits4_wbits8,opt4_mint_membrane_quant.py,598d76c727a2deea,5,1,--u-bits 4 --w-bits 8,weights quantized too,2,False,32,16,100,8,1.2478854611903762,0.6394052044609665,0.8024129136042162,0.6856060606060606,0.6856060606060606,491872.787188914,2.2267141342163086,18.8,2026-08-21T11:54:22.893241+00:00,0.09939191227450091,0.15219752490520477,0.18169652626794927,0.20431778711431167,0.21444660775801716,0.17041,"[0.09939191227450091, 0.15219752490520477, 0.18169652626794927, 0.20431778711431167, 0.21444660775801716]",,,,,
+opt4_ubits4_wbits8,opt4_mint_membrane_quant.py,598d76c727a2deea,5,1,--u-bits 4 --w-bits 8,weights quantized too,2,False,32,16,100,9,1.2517453551735576,0.6301115241635687,0.6560567490982286,0.7272727272727273,0.7272727272727273,488235.85958710406,2.238107919692993,21.0,2026-08-21T11:54:25.162702+00:00,0.09892974487122368,0.15016773430740132,0.18084421753883362,0.20316243084038005,0.22162612659089706,0.170946,"[0.09892974487122368, 0.15016773430740132, 0.18084421753883362, 0.20316243084038005, 0.22162612659089706]",1,102.54,0.06375,96.5,6634.0
+opt4_ubits4_wbits8,opt4_mint_membrane_quant.py,598d76c727a2deea,5,1,--u-bits 4 --w-bits 8,weights quantized too,2,False,32,16,100,10,1.2252827067357457,0.6635687732342007,0.7635687101971019,0.6818181818181818,0.7272727272727273,483297.0646210407,2.2578210830688477,23.3,2026-08-21T11:54:27.452632+00:00,0.10092123247244779,0.1464423624908223,0.172121780760148,0.1985083248685388,0.21854695853065043,0.167308,"[0.10092123247244779, 0.1464423624908223, 0.172121780760148, 0.1985083248685388, 0.21854695853065043]",,,,,
+opt4_ubits4_wbits8,opt4_mint_membrane_quant.py,598d76c727a2deea,5,1,--u-bits 4 --w-bits 8,weights quantized too,2,False,32,16,100,11,1.191968614727148,0.6598513011152416,0.8062021985198512,0.6856060606060606,0.7272727272727273,474191.0924773756,2.255103349685669,25.5,2026-08-21T11:54:29.736240+00:00,0.09913516745847814,0.14421193652293263,0.16794903313412385,0.1923699826002121,0.2146556044326109,0.163664,"[0.09913516745847814, 0.14421193652293263, 0.16794903313412385, 0.1923699826002121, 0.2146556044326109]",,,,,
+opt4_ubits4_wbits8,opt4_mint_membrane_quant.py,598d76c727a2deea,5,1,--u-bits 4 --w-bits 8,weights quantized too,2,False,32,16,100,12,1.1567669486467722,0.6914498141263941,1.0321591875769875,0.6098484848484849,0.7272727272727273,469705.4096436652,2.2648000717163086,27.8,2026-08-21T11:54:32.026782+00:00,0.09524990004651687,0.14661920684225418,0.17020890905576594,0.19218650810858784,0.21199985023807077,0.163253,"[0.09524990004651687, 0.14661920684225418, 0.17020890905576594, 0.19218650810858784, 0.21199985023807077]",1,138.81,0.08733,90.5,6634.0
+opt4_ubits4_wbits8,opt4_mint_membrane_quant.py,598d76c727a2deea,5,1,--u-bits 4 --w-bits 8,weights quantized too,2,False,32,16,100,13,1.1013189177530849,0.7323420074349443,0.6869578975619692,0.7196969696969697,0.7272727272727273,461072.48289027147,2.2610974311828613,30.1,2026-08-21T11:54:34.314659+00:00,0.09420650583856247,0.14435132023166208,0.1640067424844293,0.18641687491360834,0.20489581367548773,0.158775,"[0.09420650583856247, 0.14435132023166208, 0.1640067424844293, 0.18641687491360834, 0.20489581367548773]",,,,,
+opt4_ubits4_wbits8,opt4_mint_membrane_quant.py,598d76c727a2deea,5,1,--u-bits 4 --w-bits 8,weights quantized too,2,False,32,16,100,14,1.1280978842738836,0.7397769516728625,0.6022222836812338,0.7462121212121212,0.7462121212121212,448369.8673642534,2.281751871109009,32.4,2026-08-21T11:54:36.622523+00:00,0.09117690736756605,0.14176848969038794,0.1582238604040707,0.18182920182452483,0.2035938115680919,0.155318,"[0.09117690736756605, 0.14176848969038794, 0.1582238604040707, 0.18182920182452483, 0.2035938115680919]",1,119.51,0.07575,95.5,6634.0
+opt4_ubits4_wbits8,opt4_mint_membrane_quant.py,598d76c727a2deea,5,1,--u-bits 4 --w-bits 8,weights quantized too,2,False,32,16,100,15,1.1048711250262633,0.7137546468401487,0.9867535305745674,0.6515151515151515,0.7462121212121212,446503.1265554299,2.284463405609131,34.6,2026-08-21T11:54:38.937615+00:00,0.0913787685772952,0.14144646858467774,0.15537099364925833,0.17850272620425506,0.20128481440684376,0.153597,"[0.0913787685772952, 0.14144646858467774, 0.15537099364925833, 0.17850272620425506, 0.20128481440684376]",,,,,
+opt4_ubits4_wbits8,opt4_mint_membrane_quant.py,598d76c727a2deea,5,1,--u-bits 4 --w-bits 8,weights quantized too,2,False,32,16,100,16,1.1189239069431687,0.7100371747211895,0.8340553063334841,0.6818181818181818,0.7462121212121212,428381.76894796384,2.288079023361206,36.9,2026-08-21T11:54:41.252258+00:00,0.08748581435750513,0.13554243918727427,0.14971408949178808,0.17255771247779622,0.19868766209658453,0.148798,"[0.08748581435750513, 0.13554243918727427, 0.14971408949178808, 0.17255771247779622, 0.19868766209658453]",1,141.21,0.08975,96.5,6634.0
+opt4_ubits4_wbits8,opt4_mint_membrane_quant.py,598d76c727a2deea,5,1,--u-bits 4 --w-bits 8,weights quantized too,2,False,32,16,100,17,1.086547904298208,0.7453531598513011,0.9162077416073192,0.6628787878787878,0.7462121212121212,428944.6617647059,2.2900772094726562,39.2,2026-08-21T11:54:43.568686+00:00,0.08913576953551348,0.13155621728476355,0.151371073196916,0.1756488049731535,0.19984499934841604,0.149511,"[0.08913576953551348, 0.13155621728476355, 0.151371073196916, 0.1756488049731535, 0.19984499934841604]",,,,,
+opt4_ubits4_wbits8,opt4_mint_membrane_quant.py,598d76c727a2deea,5,1,--u-bits 4 --w-bits 8,weights quantized too,2,False,32,16,100,18,1.0593715618091002,0.7286245353159851,0.9301550966320615,0.6287878787878788,0.7462121212121212,419754.599688914,2.2984848022460938,41.5,2026-08-21T11:54:45.892841+00:00,0.08618140615084592,0.13006376781884363,0.14944126237841213,0.17258457313565648,0.19794118930311763,0.147242,"[0.08618140615084592, 0.13006376781884363, 0.14944126237841213, 0.17258457313565648, 0.19794118930311763]",1,134.25,0.08571,96.0,6634.0
+opt4_ubits4_wbits8,opt4_mint_membrane_quant.py,598d76c727a2deea,5,1,--u-bits 4 --w-bits 8,weights quantized too,2,False,32,16,100,19,1.0504106061609262,0.7695167286245354,0.9095593203197826,0.6590909090909091,0.7462121212121212,410168.42760180996,2.2949106693267822,43.8,2026-08-21T11:54:48.215197+00:00,0.08340979674283196,0.12906022194553823,0.14541868076604955,0.16792355214848237,0.19771303236484528,0.144705,"[0.08340979674283196, 0.12906022194553823, 0.14541868076604955, 0.16792355214848237, 0.19771303236484528]",,,,,
+opt4_ubits4_wbits8,opt4_mint_membrane_quant.py,598d76c727a2deea,5,1,--u-bits 4 --w-bits 8,weights quantized too,2,False,32,16,100,20,0.9918539639299244,0.7992565055762082,0.7892715822566639,0.7121212121212122,0.7462121212121212,399926.88475678733,2.285914182662964,46.1,2026-08-21T11:54:50.528392+00:00,0.07940768888768028,0.12828382060808294,0.14351746615241556,0.16777385858928456,0.19520199474166422,0.142837,"[0.07940768888768028, 0.12828382060808294, 0.14351746615241556, 0.16777385858928456, 0.19520199474166422]",1,129.22,0.08205,96.0,6634.0
+opt4_ubits4_wbits8,opt4_mint_membrane_quant.py,598d76c727a2deea,5,1,--u-bits 4 --w-bits 8,weights quantized too,2,False,32,16,100,21,1.0037616697385852,0.7657992565055762,1.0147823203693738,0.6401515151515151,0.7462121212121212,396853.08540723985,2.276801347732544,48.4,2026-08-21T11:54:52.831335+00:00,0.0789297358954654,0.12769519844475916,0.1414607947363573,0.16502249153221354,0.19334641274283915,0.141291,"[0.0789297358954654, 0.12769519844475916, 0.1414607947363573, 0.16502249153221354, 0.19334641274283915]",,,,,
+opt4_ubits4_wbits8,opt4_mint_membrane_quant.py,598d76c727a2deea,5,1,--u-bits 4 --w-bits 8,weights quantized too,2,False,32,16,100,22,0.953406800124725,0.7973977695167286,0.9733634952342871,0.6704545454545454,0.7462121212121212,392046.0057975113,2.2704355716705322,50.6,2026-08-21T11:54:55.128223+00:00,0.07746306675321915,0.12671754027114196,0.140106242369203,0.1649952066295287,0.19440886553596048,0.140738,"[0.07746306675321915, 0.12671754027114196, 0.140106242369203, 0.1649952066295287, 0.19440886553596048]",1,126.02,0.07948,96.5,6634.0
+opt4_ubits4_wbits8,opt4_mint_membrane_quant.py,598d76c727a2deea,5,1,--u-bits 4 --w-bits 8,weights quantized too,2,False,32,16,100,23,0.9729524864140053,0.8122676579925651,0.7509383577289004,0.7272727272727273,0.7462121212121212,387718.88475678733,2.259248971939087,52.9,2026-08-21T11:54:57.419254+00:00,0.07763388709110372,0.12535380878869226,0.13488134917090921,0.16119863355860992,0.19190870313083425,0.138195,"[0.07763388709110372, 0.12535380878869226, 0.13488134917090921, 0.16119863355860992, 0.19190870313083425]",,,,,
+opt4_ubits4_wbits8,opt4_mint_membrane_quant.py,598d76c727a2deea,5,1,--u-bits 4 --w-bits 8,weights quantized too,2,False,32,16,100,24,0.9875318662827786,0.7955390334572491,0.9958302685708711,0.696969696969697,0.7462121212121212,393568.11609162897,2.249886989593506,55.2,2026-08-21T11:54:59.694545+00:00,0.08110244440681794,0.12585486559306874,0.13197985554442687,0.1580317835597431,0.1901682518860873,0.137427,"[0.08110244440681794, 0.12585486559306874, 0.13197985554442687, 0.1580317835597431, 0.1901682518860873]",,,,,
+opt4_ubits4_wbits8,opt4_mint_membrane_quant.py,598d76c727a2deea,5,1,--u-bits 4 --w-bits 8,weights quantized too,2,False,32,16,100,25,1.013731788525351,0.775092936802974,1.0301472743352253,0.696969696969697,0.7462121212121212,393110.6244343891,2.2456750869750977,57.4,2026-08-21T11:55:01.965571+00:00,0.08123139598790337,0.12617102221531026,0.13044682408080382,0.15626326028038473,0.18736203277812286,0.136295,"[0.08123139598790337, 0.12617102221531026, 0.13044682408080382, 0.15626326028038473, 0.18736203277812286]",1,124.15,0.07744,96.0,6634.0
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+opt4_ubits4_wbits8,opt4_mint_membrane_quant.py,598d76c727a2deea,5,1,--u-bits 4 --w-bits 8,weights quantized too,2,False,32,16,100,29,0.9071435157251181,0.8382899628252788,0.5184663823156646,0.8143939393939394,0.8143939393939394,368521.24137443444,2.224670171737671,66.3,2026-08-21T11:55:11.016772+00:00,0.07892230547526304,0.1148520059445325,0.11874680045773,0.1434910148382187,0.1790882647037506,0.12702,"[0.07892230547526304, 0.1148520059445325, 0.11874680045773, 0.1434910148382187, 0.1790882647037506]",1,134.19,0.08292,96.5,6634.0
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+opt4_ubits4_wbits8,opt4_mint_membrane_quant.py,598d76c727a2deea,5,1,--u-bits 4 --w-bits 8,weights quantized too,2,False,32,16,100,31,0.8919701500896184,0.8364312267657993,0.6330616149035367,0.7878787878787878,0.8598484848484849,361064.4123303168,2.214231491088867,70.8,2026-08-21T11:55:15.514684+00:00,0.07696862474960439,0.11305615349727519,0.11595283492523081,0.1433274912483552,0.18002229578354778,0.125865,"[0.07696862474960439, 0.11305615349727519, 0.11595283492523081, 0.1433274912483552, 0.18002229578354778]",1,136.62,0.08403,88.5,6634.0
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+opt4_ubits4_wbits8,opt4_mint_membrane_quant.py,598d76c727a2deea,5,1,--u-bits 4 --w-bits 8,weights quantized too,2,False,32,16,100,33,0.9218327737652237,0.8494423791821561,0.6825211138436289,0.7386363636363636,0.8598484848484849,343166.44923642534,2.22189998626709,75.2,2026-08-21T11:55:20.016022+00:00,0.0729580679360558,0.10858374439618167,0.10783468668951708,0.13954228425727172,0.17442620414144852,0.120669,"[0.0729580679360558, 0.10858374439618167, 0.10783468668951708, 0.13954228425727172, 0.17442620414144852]",1,139.54,0.08612,94.5,6634.0
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+opt4_ubits4_wbits8,opt4_mint_membrane_quant.py,598d76c727a2deea,5,1,--u-bits 4 --w-bits 8,weights quantized too,2,False,32,16,100,35,0.8749869822569496,0.8643122676579925,0.6138213005932894,0.8257575757575758,0.8598484848484849,343910.11071832577,2.2176215648651123,79.7,2026-08-21T11:55:24.511135+00:00,0.07311968855998095,0.10943243433447446,0.1072386985315996,0.13811211813898647,0.17627498595153585,0.120836,"[0.07311968855998095, 0.10943243433447446, 0.1072386985315996, 0.13811211813898647, 0.17627498595153585]",,,,,
+opt4_ubits4_wbits8,opt4_mint_membrane_quant.py,598d76c727a2deea,5,1,--u-bits 4 --w-bits 8,weights quantized too,2,False,32,16,100,36,0.9156480502461856,0.8401486988847584,0.7739298199162339,0.7310606060606061,0.8598484848484849,344142.5929015837,2.226871967315674,81.9,2026-08-21T11:55:26.763285+00:00,0.07308392270522959,0.10961469262838364,0.1077733048621346,0.13708155996659221,0.17259799732881434,0.12003,"[0.07308392270522959, 0.10961469262838364, 0.1077733048621346, 0.13708155996659221, 0.17259799732881434]",1,141.36,0.08744,95.5,6634.0
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+opt4_ubits4_wbits8,opt4_mint_membrane_quant.py,598d76c727a2deea,5,1,--u-bits 4 --w-bits 8,weights quantized too,2,False,32,16,100,38,0.8361270775582268,0.8736059479553904,0.47483856750257086,0.8333333333333334,0.8598484848484849,329376.91841063346,2.2221407890319824,86.3,2026-08-21T11:55:31.256952+00:00,0.07179206828860675,0.10239846566144158,0.10065949620569453,0.13160396148176753,0.16763039897469914,0.114817,"[0.07179206828860675, 0.10239846566144158, 0.10065949620569453, 0.13160396148176753, 0.16763039897469914]",1,141.51,0.08735,95.5,6634.0
+opt4_ubits4_wbits8,opt4_mint_membrane_quant.py,598d76c727a2deea,5,1,--u-bits 4 --w-bits 8,weights quantized too,2,False,32,16,100,39,0.8062680006913536,0.9033457249070632,0.5536230847691045,0.8257575757575758,0.8598484848484849,326251.2471719457,2.2218785285949707,88.6,2026-08-21T11:55:33.505900+00:00,0.07169727893436656,0.10105543934247073,0.09779985687311958,0.13150303416392384,0.16690284452017615,0.113792,"[0.07169727893436656, 0.10105543934247073, 0.09779985687311958, 0.13150303416392384, 0.16690284452017615]",,,,,
+opt4_ubits4_wbits8,opt4_mint_membrane_quant.py,598d76c727a2deea,5,1,--u-bits 4 --w-bits 8,weights quantized too,2,False,32,16,100,40,0.8441451129860151,0.8754646840148699,0.6175745617259633,0.7840909090909091,0.8598484848484849,317538.4728506787,2.218902826309204,90.8,2026-08-21T11:55:35.751382+00:00,0.06773300819537219,0.10062897906583898,0.09769917849232168,0.13217373279964223,0.16838831498342402,0.113325,"[0.06773300819537219, 0.10062897906583898, 0.09769917849232168, 0.13217373279964223, 0.16838831498342402]",1,131.17,0.08085,90.0,6634.0
+opt4_ubits4_wbits8,opt4_mint_membrane_quant.py,598d76c727a2deea,5,1,--u-bits 4 --w-bits 8,weights quantized too,2,False,32,16,100,41,0.7924343272212713,0.8996282527881041,0.8494317459337639,0.7007575757575758,0.8598484848484849,315654.6999434389,2.224369764328003,93.0,2026-08-21T11:55:38.003442+00:00,0.06855834669926587,0.09845682890976176,0.09589123725891113,0.12919146173140583,0.16876053284196293,0.112172,"[0.06855834669926587, 0.09845682890976176, 0.09589123725891113, 0.12919146173140583, 0.16876053284196293]",,,,,
+opt4_ubits4_wbits8,opt4_mint_membrane_quant.py,598d76c727a2deea,5,1,--u-bits 4 --w-bits 8,weights quantized too,2,False,32,16,100,42,0.8319942067103758,0.8717472118959108,0.4468086804404403,0.8257575757575758,0.8598484848484849,316921.5919117647,2.2223286628723145,95.2,2026-08-21T11:55:40.252339+00:00,0.06859457207953229,0.09965674053220187,0.09540514954749275,0.13044998049736023,0.17137313502676346,0.113096,"[0.06859457207953229, 0.09965674053220187, 0.09540514954749275, 0.13044998049736023, 0.17137313502676346]",,,,,
+opt4_ubits4_wbits8,opt4_mint_membrane_quant.py,598d76c727a2deea,5,1,--u-bits 4 --w-bits 8,weights quantized too,2,False,32,16,100,43,0.7791723589028567,0.895910780669145,0.7388849077802716,0.7765151515151515,0.8598484848484849,316152.8130656109,2.2265379428863525,97.4,2026-08-21T11:55:42.504596+00:00,0.06848979346892413,0.09949011267984614,0.09545898306019165,0.12745007784927592,0.17011052194763632,0.1122,"[0.06848979346892413, 0.09949011267984614, 0.09545898306019165, 0.12745007784927592, 0.17011052194763632]",1,131.95,0.08161,96.5,6634.0
+opt4_ubits4_wbits8,opt4_mint_membrane_quant.py,598d76c727a2deea,5,1,--u-bits 4 --w-bits 8,weights quantized too,2,False,32,16,100,44,0.7695115359299245,0.9107806691449815,0.6351860707456415,0.7954545454545454,0.8598484848484849,313919.6870757919,2.2243077754974365,99.7,2026-08-21T11:55:44.755127+00:00,0.06919209965888191,0.09792707290719538,0.09285176063285154,0.12233559831100352,0.16670213289120617,0.109802,"[0.06919209965888191, 0.09792707290719538, 0.09285176063285154, 0.12233559831100352, 0.16670213289120617]",,,,,
+opt4_ubits4_wbits8,opt4_mint_membrane_quant.py,598d76c727a2deea,5,1,--u-bits 4 --w-bits 8,weights quantized too,2,False,32,16,100,45,0.7544723638371464,0.9200743494423792,0.7061272678953229,0.75,0.8598484848484849,316201.61354638013,2.2300236225128174,101.9,2026-08-21T11:55:47.011333+00:00,0.06961282342672348,0.09797840083346647,0.09439693522803924,0.12630409791189082,0.16854577117106495,0.111368,"[0.06961282342672348, 0.09797840083346647, 0.09439693522803924, 0.12630409791189082, 0.16854577117106495]",1,119.04,0.07374,96.5,6634.0
+opt4_ubits4_wbits8,opt4_mint_membrane_quant.py,598d76c727a2deea,5,1,--u-bits 4 --w-bits 8,weights quantized too,2,False,32,16,100,46,0.7954946661084115,0.9219330855018587,0.4741297382296938,0.8409090909090909,0.8598484848484849,314602.79623868776,2.2436437606811523,104.1,2026-08-21T11:55:49.280145+00:00,0.069282525602509,0.09826424104325912,0.092083260855254,0.12640160059227662,0.16775186535190134,0.110757,"[0.069282525602509, 0.09826424104325912, 0.092083260855254, 0.12640160059227662, 0.16775186535190134]",,,,,
+opt4_ubits4_wbits8,opt4_mint_membrane_quant.py,598d76c727a2deea,5,1,--u-bits 4 --w-bits 8,weights quantized too,2,False,32,16,100,47,0.7395754015578656,0.9312267657992565,0.6840874263734529,0.7803030303030303,0.8598484848484849,310632.26414027147,2.2282721996307373,106.4,2026-08-21T11:55:51.534929+00:00,0.06868448590531069,0.09683672996128306,0.08981981347588931,0.12632039539954243,0.1648976084064035,0.109312,"[0.06868448590531069, 0.09683672996128306, 0.08981981347588931, 0.12632039539954243, 0.1648976084064035]",1,133.36,0.08255,95.5,6634.0
+opt4_ubits4_wbits8,opt4_mint_membrane_quant.py,598d76c727a2deea,5,1,--u-bits 4 --w-bits 8,weights quantized too,2,False,32,16,100,48,0.729801052121868,0.9423791821561338,0.41404276725017664,0.8712121212121212,0.8712121212121212,310998.9382070136,2.2320635318756104,108.6,2026-08-21T11:55:53.792926+00:00,0.06895088755032595,0.09682717612561058,0.08944433050997116,0.1264374817118925,0.1648861125988119,0.109309,"[0.06895088755032595, 0.09682717612561058, 0.08944433050997116, 0.1264374817118925, 0.1648861125988119]",,,,,
+opt4_ubits4_wbits8,opt4_mint_membrane_quant.py,598d76c727a2deea,5,1,--u-bits 4 --w-bits 8,weights quantized too,2,False,32,16,100,49,0.7266928954638513,0.9349442379182156,0.3588462462930968,0.8939393939393939,0.8939393939393939,307284.1829751131,2.241027593612671,110.8,2026-08-21T11:55:56.068112+00:00,0.06682300874415566,0.09719698876142502,0.09030513991327847,0.12555227735463312,0.16798361171694362,0.109572,"[0.06682300874415566, 0.09719698876142502, 0.09030513991327847, 0.12555227735463312, 0.16798361171694362]",1,143.3,0.08921,86.5,6634.0
+opt4_ubits4_wbits8,opt4_mint_membrane_quant.py,598d76c727a2deea,5,1,--u-bits 4 --w-bits 8,weights quantized too,2,False,32,16,100,50,0.7101825719429214,0.9460966542750929,0.4121977885564168,0.8977272727272727,0.8977272727272727,305465.08583144797,2.249624013900757,113.1,2026-08-21T11:55:58.355626+00:00,0.0667120354140506,0.09614476824507993,0.08962012695915558,0.12469502319307889,0.16655461928423712,0.108745,"[0.0667120354140506, 0.09614476824507993, 0.08962012695915558, 0.12469502319307889, 0.16655461928423712]",,,,,
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+opt4_ubits4_wbits8,opt4_mint_membrane_quant.py,598d76c727a2deea,5,1,--u-bits 4 --w-bits 8,weights quantized too,2,False,32,16,100,86,0.6146442449225812,0.9907063197026023,0.3228440700155316,0.9166666666666666,0.9318181818181818,278606.9700226244,2.2422518730163574,193.8,2026-08-21T11:57:20.030066+00:00,0.06230656079509679,0.08781968232463389,0.07595349147039301,0.111943319439888,0.15962588699424968,0.09953,"[0.06230656079509679, 0.08781968232463389, 0.07595349147039301, 0.111943319439888, 0.15962588699424968]",,,,,
+opt4_ubits4_wbits8,opt4_mint_membrane_quant.py,598d76c727a2deea,5,1,--u-bits 4 --w-bits 8,weights quantized too,2,False,32,16,100,87,0.6144893151676788,0.9907063197026023,0.3622817911885001,0.9015151515151515,0.9318181818181818,281705.410209276,2.2463057041168213,196.0,2026-08-21T11:57:22.302578+00:00,0.06343525516636231,0.08833491100984461,0.07631763509091209,0.11214665060534197,0.15611028934226318,0.099269,"[0.06343525516636231, 0.08833491100984461, 0.07631763509091209, 0.11214665060534197, 0.15611028934226318]",1,114.21,0.07126,98.5,6634.0
+opt4_ubits4_wbits8,opt4_mint_membrane_quant.py,598d76c727a2deea,5,1,--u-bits 4 --w-bits 8,weights quantized too,2,False,32,16,100,88,0.6059659963203629,0.9907063197026023,0.3195775110613216,0.9166666666666666,0.9318181818181818,280176.67859162897,2.2387373447418213,198.3,2026-08-21T11:57:24.567451+00:00,0.0629168882527772,0.08820841549073949,0.07598585328635048,0.11116279661655426,0.15543926463407629,0.098743,"[0.0629168882527772, 0.08820841549073949, 0.07598585328635048, 0.11116279661655426, 0.15543926463407629]",,,,,
+opt4_ubits4_wbits8,opt4_mint_membrane_quant.py,598d76c727a2deea,5,1,--u-bits 4 --w-bits 8,weights quantized too,2,False,32,16,100,89,0.6061937456680496,0.9925650557620818,0.3118808558492949,0.9204545454545454,0.9318181818181818,279226.7587669683,2.2385060787200928,200.5,2026-08-21T11:57:26.830587+00:00,0.06254998945138034,0.0881201519685633,0.07586824762470581,0.1108500278171371,0.15759094410082874,0.098996,"[0.06254998945138034, 0.0881201519685633, 0.07586824762470581, 0.1108500278171371, 0.15759094410082874]",,,,,
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+opt4_ubits4_wbits8,opt4_mint_membrane_quant.py,598d76c727a2deea,5,1,--u-bits 4 --w-bits 8,weights quantized too,2,False,32,16,100,96,0.6188469619999145,0.9925650557620818,0.30773049412351666,0.9090909090909091,0.9356060606060606,279047.7813914027,2.234370708465576,216.2,2026-08-21T11:57:42.686996+00:00,0.06283062367754824,0.08766949045307496,0.07530727325116887,0.11098792666898054,0.1549321693532607,0.098345,"[0.06283062367754824, 0.08766949045307496, 0.07530727325116887, 0.11098792666898054, 0.1549321693532607]",1,112.05,0.06954,96.5,6634.0
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+opt4_ubits4_wbits8,opt4_mint_membrane_quant.py,598d76c727a2deea,5,1,--u-bits 4 --w-bits 8,weights quantized too,2,False,32,16,100,98,0.6145169475707866,0.983271375464684,0.34999342036969733,0.9166666666666666,0.9356060606060606,278613.95220588235,2.239255666732788,220.7,2026-08-21T11:57:47.211586+00:00,0.06255897244109827,0.0878294215482824,0.07531840792473625,0.11071146674015943,0.1549002361648223,0.098264,"[0.06255897244109827, 0.0878294215482824, 0.07531840792473625, 0.11071146674015943, 0.1549002361648223]",1,136.97,0.0852,96.0,6634.0
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 opt5_bitpack_reg1e-4,opt5_spkconv_bitpack.py,b51deb6b2fb1ccc1,2,0,--spkconv-eval --spike-reg 1e-4,default,2,False,32,16,100,1,2.5413082758290173,0.4070631970260223,3.329063552798647,0.30303030303030304,0.30303030303030304,456759.98656674207,2.7907068729400635,2.8,2026-08-21T05:49:58.864490+00:00,0.1004908667767749,0.13169296085834503,0.1572601006311529,0.1817073620417539,0.19810946723994086,0.153852,"[0.1004908667767749, 0.13169296085834503, 0.1572601006311529, 0.1817073620417539, 0.19810946723994086]",1,83.41,0.06466,99.0,5410.0
 opt5_bitpack_reg1e-4,opt5_spkconv_bitpack.py,b51deb6b2fb1ccc1,2,0,--spkconv-eval --spike-reg 1e-4,default,2,False,32,16,100,2,1.7829470439471278,0.4795539033457249,2.147404504544807,0.4015151515151515,0.4015151515151515,492419.39239253395,2.331401824951172,5.1,2026-08-21T05:50:01.225977+00:00,0.11132006171871633,0.1397794932126999,0.16473393405185027,0.185038941748002,0.21166823103147395,0.162508,"[0.11132006171871633, 0.1397794932126999, 0.16473393405185027, 0.185038941748002, 0.21166823103147395]",,,,,
 opt5_bitpack_reg1e-4,opt5_spkconv_bitpack.py,b51deb6b2fb1ccc1,2,0,--spkconv-eval --spike-reg 1e-4,default,2,False,32,16,100,3,1.7115428474312822,0.4721189591078067,1.5054814093040698,0.4166666666666667,0.4166666666666667,491745.4949095022,2.3430182933807373,7.5,2026-08-21T05:50:03.602624+00:00,0.11174171023509082,0.13765395827153148,0.16501282944398768,0.1892364998074139,0.20835753924706402,0.162401,"[0.11174171023509082, 0.13765395827153148, 0.16501282944398768, 0.1892364998074139, 0.20835753924706402]",,,,,

_index/RUNS_INDEX.json

@@ -1835,5 +1835,51 @@
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       "sha256": "1779661cb29cb6b3c046af43d9d87303c41c239d6afa8dd32dcc2e9294b14ea5"
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+  },
+  {
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+    "script": "opt4_mint_membrane_quant.py",
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+    "phase": 5,
+    "status": "ok",
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+    "duration_s": 372.7,
+    "final_epoch_metrics": {
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+      "timestamp": "2026-08-21T11:57:51.736032+00:00"
+    },
+    "best": {
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+    "event_driven": {
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+      "membrane_bytes_per_inference": 119045.5,
+      "u_bits": 4,
+      "kshift": 0,
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+    },
+    "zip": {
+      "name": "opt4_ubits4_wbits8.zip",
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+      "sha256": "812a822c4c97a3af3ef4e8c7f4b42c2eb7ff2805b1e5c90e45d4ec56d886afc5"
+    }
   }
 ]