add run opt4_ubits4_wbits8
Browse files- opt4_mint_membrane_quant/opt4_ubits4_wbits8.epochs.csv +101 -0
- opt4_mint_membrane_quant/opt4_ubits4_wbits8.epochs.jsonl +100 -0
- opt4_mint_membrane_quant/opt4_ubits4_wbits8.gpu_telemetry.csv +149 -0
- opt4_mint_membrane_quant/opt4_ubits4_wbits8.summary.json +92 -0
- opt4_mint_membrane_quant/opt4_ubits4_wbits8.zip +3 -0
opt4_mint_membrane_quant/opt4_ubits4_wbits8.epochs.csv
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| 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_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
|
| 3 |
+
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
|
| 4 |
+
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]",,,,,
|
| 5 |
+
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]",,,,,
|
| 6 |
+
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
|
| 7 |
+
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]",,,,,
|
| 8 |
+
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
|
| 9 |
+
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]",,,,,
|
| 10 |
+
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
|
| 11 |
+
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]",,,,,
|
| 12 |
+
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]",,,,,
|
| 13 |
+
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
|
| 14 |
+
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]",,,,,
|
| 15 |
+
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
|
| 16 |
+
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]",,,,,
|
| 17 |
+
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
|
| 18 |
+
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]",,,,,
|
| 19 |
+
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
|
| 20 |
+
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]",,,,,
|
| 21 |
+
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
|
| 22 |
+
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]",,,,,
|
| 23 |
+
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
|
| 24 |
+
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]",,,,,
|
| 25 |
+
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]",,,,,
|
| 26 |
+
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
|
| 27 |
+
opt4_ubits4_wbits8,opt4_mint_membrane_quant.py,598d76c727a2deea,5,1,--u-bits 4 --w-bits 8,weights quantized too,2,False,32,16,100,26,1.0387785753796093,0.7695167286245354,0.6717652949419889,0.7462121212121212,0.7462121212121212,392181.8178733032,2.242039918899536,59.6,2026-08-21T11:55:04.233349+00:00,0.08305912552510991,0.12351299734676585,0.12670835502007427,0.15598291509291706,0.19018801520852482,0.13589,"[0.08305912552510991, 0.12351299734676585, 0.12670835502007427, 0.15598291509291706, 0.19018801520852482]",,,,,
|
| 28 |
+
opt4_ubits4_wbits8,opt4_mint_membrane_quant.py,598d76c727a2deea,5,1,--u-bits 4 --w-bits 8,weights quantized too,2,False,32,16,100,27,0.9539845898248892,0.8104089219330854,0.6105758294914708,0.7689393939393939,0.7689393939393939,386237.3093891403,2.2430458068847656,61.9,2026-08-21T11:55:06.501527+00:00,0.07991586669402964,0.12461881865473355,0.12649671295109918,0.15306417468716116,0.1878951411036884,0.134398,"[0.07991586669402964, 0.12461881865473355, 0.12649671295109918, 0.15306417468716116, 0.1878951411036884]",1,120.63,0.07516,94.5,6634.0
|
| 29 |
+
opt4_ubits4_wbits8,opt4_mint_membrane_quant.py,598d76c727a2deea,5,1,--u-bits 4 --w-bits 8,weights quantized too,2,False,32,16,100,28,0.9256907014598633,0.8271375464684015,1.1959514870788113,0.6212121212121212,0.7689393939393939,371915.29284502263,2.2332265377044678,64.1,2026-08-21T11:55:08.765984+00:00,0.0771372857339242,0.12009416827384163,0.12134742254720014,0.1455705577836317,0.17937055230140686,0.128704,"[0.0771372857339242, 0.12009416827384163, 0.12134742254720014, 0.1455705577836317, 0.17937055230140686]",,,,,
|
| 30 |
+
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
|
| 31 |
+
opt4_ubits4_wbits8,opt4_mint_membrane_quant.py,598d76c727a2deea,5,1,--u-bits 4 --w-bits 8,weights quantized too,2,False,32,16,100,30,0.9749070516749385,0.7936802973977695,0.3882642316095757,0.8598484848484849,0.8598484848484849,366625.5550056561,2.222252607345581,68.6,2026-08-21T11:55:13.270402+00:00,0.07772351100164301,0.1149200034492156,0.1191767213099143,0.14569239668986378,0.18302667228614583,0.128108,"[0.07772351100164301, 0.1149200034492156, 0.1191767213099143, 0.14569239668986378, 0.18302667228614583]",,,,,
|
| 32 |
+
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
|
| 33 |
+
opt4_ubits4_wbits8,opt4_mint_membrane_quant.py,598d76c727a2deea,5,1,--u-bits 4 --w-bits 8,weights quantized too,2,False,32,16,100,32,0.8497988610462628,0.8773234200743495,0.7602317712523721,0.7386363636363636,0.8598484848484849,349854.89522058825,2.224858045578003,73.0,2026-08-21T11:55:17.767981+00:00,0.07495055128546323,0.10971839945105945,0.1099247305708773,0.14118589110234203,0.17572684323086457,0.122301,"[0.07495055128546323, 0.10971839945105945, 0.1099247305708773, 0.14118589110234203, 0.17572684323086457]",,,,,
|
| 34 |
+
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
|
| 35 |
+
opt4_ubits4_wbits8,opt4_mint_membrane_quant.py,598d76c727a2deea,5,1,--u-bits 4 --w-bits 8,weights quantized too,2,False,32,16,100,34,0.8664151212982972,0.8866171003717472,0.5760827750870676,0.7878787878787878,0.8598484848484849,344742.70022624434,2.225442409515381,77.4,2026-08-21T11:55:22.268023+00:00,0.07380129747530993,0.10848124982679591,0.1079795860192355,0.1383905787678326,0.1732126640922883,0.120373,"[0.07380129747530993, 0.10848124982679591, 0.1079795860192355, 0.1383905787678326, 0.1732126640922883]",,,,,
|
| 36 |
+
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]",,,,,
|
| 37 |
+
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
|
| 38 |
+
opt4_ubits4_wbits8,opt4_mint_membrane_quant.py,598d76c727a2deea,5,1,--u-bits 4 --w-bits 8,weights quantized too,2,False,32,16,100,37,0.8442579436922605,0.8698884758364313,0.49210504690806073,0.8257575757575758,0.8598484848484849,333963.29199660633,2.2182798385620117,84.1,2026-08-21T11:55:29.007540+00:00,0.07152000420233783,0.10516362242838916,0.10376796827596776,0.13596301832619836,0.17449799355338602,0.118183,"[0.07152000420233783, 0.10516362242838916, 0.10376796827596776, 0.13596301832619836, 0.17449799355338602]",,,,,
|
| 39 |
+
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
|
| 40 |
+
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]",,,,,
|
| 41 |
+
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
|
| 42 |
+
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]",,,,,
|
| 43 |
+
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]",,,,,
|
| 44 |
+
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
|
| 45 |
+
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]",,,,,
|
| 46 |
+
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
|
| 47 |
+
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]",,,,,
|
| 48 |
+
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
|
| 49 |
+
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]",,,,,
|
| 50 |
+
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
|
| 51 |
+
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]",,,,,
|
| 52 |
+
opt4_ubits4_wbits8,opt4_mint_membrane_quant.py,598d76c727a2deea,5,1,--u-bits 4 --w-bits 8,weights quantized too,2,False,32,16,100,51,0.7265065230401475,0.9479553903345725,0.5912060611175768,0.7916666666666666,0.8977272727272727,303818.70885180996,2.236297845840454,115.3,2026-08-21T11:56:00.625037+00:00,0.06665458530187607,0.09557280557997086,0.08852578611934886,0.12200594649595373,0.16638806725249572,0.107829,"[0.06665458530187607, 0.09557280557997086, 0.08852578611934886, 0.12200594649595373, 0.16638806725249572]",,,,,
|
| 53 |
+
opt4_ubits4_wbits8,opt4_mint_membrane_quant.py,598d76c727a2deea,5,1,--u-bits 4 --w-bits 8,weights quantized too,2,False,32,16,100,52,0.6947453305623789,0.9628252788104089,0.3235578446677237,0.9204545454545454,0.9204545454545454,311596.0975678733,2.2404139041900635,117.6,2026-08-21T11:56:02.890242+00:00,0.06877969030071707,0.09740399481619105,0.0908567620550885,0.12350739319534863,0.16411447349716635,0.108932,"[0.06877969030071707, 0.09740399481619105, 0.0908567620550885, 0.12350739319534863, 0.16411447349716635]",1,129.03,0.0803,96.5,6634.0
|
| 54 |
+
opt4_ubits4_wbits8,opt4_mint_membrane_quant.py,598d76c727a2deea,5,1,--u-bits 4 --w-bits 8,weights quantized too,2,False,32,16,100,53,0.7198630207976444,0.9423791821561338,0.37956349416212604,0.8977272727272727,0.9204545454545454,303971.95871040726,2.2421939373016357,119.8,2026-08-21T11:56:05.167345+00:00,0.0668194545980762,0.09612367258352392,0.08758929634795469,0.12006543357582654,0.1634934886413462,0.106818,"[0.0668194545980762, 0.09612367258352392, 0.08758929634795469, 0.12006543357582654, 0.1634934886413462]",,,,,
|
| 55 |
+
opt4_ubits4_wbits8,opt4_mint_membrane_quant.py,598d76c727a2deea,5,1,--u-bits 4 --w-bits 8,weights quantized too,2,False,32,16,100,54,0.7163574777571242,0.9386617100371747,0.6039737499121464,0.8333333333333334,0.9204545454545454,297696.04143099545,2.2537343502044678,122.1,2026-08-21T11:56:07.446336+00:00,0.06419471958104302,0.09574403964421328,0.08647278871606379,0.12162715941667557,0.16435013886760264,0.106478,"[0.06419471958104302, 0.09574403964421328, 0.08647278871606379, 0.12162715941667557, 0.16435013886760264]",1,131.56,0.08236,96.5,6634.0
|
| 56 |
+
opt4_ubits4_wbits8,opt4_mint_membrane_quant.py,598d76c727a2deea,5,1,--u-bits 4 --w-bits 8,weights quantized too,2,False,32,16,100,55,0.7014419983753928,0.9516728624535316,0.7447626048868353,0.8106060606060606,0.9204545454545454,294645.16784502263,2.245867967605591,124.3,2026-08-21T11:56:09.717347+00:00,0.06462457293973249,0.09424141005558126,0.0829428881406784,0.11769194769508698,0.1629317788516774,0.104487,"[0.06462457293973249, 0.09424141005558126, 0.0829428881406784, 0.11769194769508698, 0.1629317788516774]",,,,,
|
| 57 |
+
opt4_ubits4_wbits8,opt4_mint_membrane_quant.py,598d76c727a2deea,5,1,--u-bits 4 --w-bits 8,weights quantized too,2,False,32,16,100,56,0.7195476705700048,0.9386617100371747,0.6626056197917822,0.7954545454545454,0.9204545454545454,296837.6265554299,2.244020462036133,126.6,2026-08-21T11:56:11.986442+00:00,0.06497710285817876,0.09500167299719418,0.08373213471735225,0.11955491365755305,0.16271554985467127,0.105196,"[0.06497710285817876, 0.09500167299719418, 0.08373213471735225, 0.11955491365755305, 0.16271554985467127]",1,137.37,0.08563,96.0,6634.0
|
| 58 |
+
opt4_ubits4_wbits8,opt4_mint_membrane_quant.py,598d76c727a2deea,5,1,--u-bits 4 --w-bits 8,weights quantized too,2,False,32,16,100,57,0.6819411155016449,0.9572490706319703,0.3354639329693534,0.9128787878787878,0.9204545454545454,305134.7854920815,2.2464613914489746,128.8,2026-08-21T11:56:14.258916+00:00,0.06770087953876047,0.09647764922941432,0.08554247503771502,0.12019579682280035,0.16336410010562225,0.106656,"[0.06770087953876047, 0.09647764922941432, 0.08554247503771502, 0.12019579682280035, 0.16336410010562225]",,,,,
|
| 59 |
+
opt4_ubits4_wbits8,opt4_mint_membrane_quant.py,598d76c727a2deea,5,1,--u-bits 4 --w-bits 8,weights quantized too,2,False,32,16,100,58,0.694364098368081,0.9516728624535316,0.3485407955718763,0.8863636363636364,0.9204545454545454,300144.8751414027,2.2442712783813477,131.0,2026-08-21T11:56:16.528794+00:00,0.06741214894196566,0.0940934485372375,0.08260766811230603,0.11773926019668579,0.16025116864372702,0.104421,"[0.06741214894196566, 0.0940934485372375, 0.08260766811230603, 0.11773926019668579, 0.16025116864372702]",1,110.36,0.0688,99.0,6634.0
|
| 60 |
+
opt4_ubits4_wbits8,opt4_mint_membrane_quant.py,598d76c727a2deea,5,1,--u-bits 4 --w-bits 8,weights quantized too,2,False,32,16,100,59,0.6930120970679925,0.9572490706319703,0.4089516040050622,0.875,0.9204545454545454,289607.0383201358,2.2444984912872314,133.3,2026-08-21T11:56:18.801242+00:00,0.06363989653832772,0.09176196640028673,0.08191564328530256,0.11906954865245258,0.16102986738962285,0.103483,"[0.06363989653832772, 0.09176196640028673, 0.08191564328530256, 0.11906954865245258, 0.16102986738962285]",,,,,
|
| 61 |
+
opt4_ubits4_wbits8,opt4_mint_membrane_quant.py,598d76c727a2deea,5,1,--u-bits 4 --w-bits 8,weights quantized too,2,False,32,16,100,60,0.6906528565963405,0.9628252788104089,0.41844619675116107,0.8484848484848485,0.9204545454545454,292062.85322398186,2.241330623626709,135.5,2026-08-21T11:56:21.068558+00:00,0.06460038835511488,0.0919986862470122,0.08234778178088806,0.11877198254360873,0.1617740620585049,0.103899,"[0.06460038835511488, 0.0919986862470122, 0.08234778178088806, 0.11877198254360873, 0.1617740620585049]",1,131.8,0.08206,96.5,6634.0
|
| 62 |
+
opt4_ubits4_wbits8,opt4_mint_membrane_quant.py,598d76c727a2deea,5,1,--u-bits 4 --w-bits 8,weights quantized too,2,False,32,16,100,61,0.6761541470719092,0.9609665427509294,0.3772111282204137,0.8825757575757576,0.9204545454545454,292733.3088235294,2.244675397872925,137.8,2026-08-21T11:56:23.338118+00:00,0.06432312244878095,0.0931360125541687,0.08257369171170627,0.11813154290704166,0.16494488628471599,0.104622,"[0.06432312244878095, 0.0931360125541687, 0.08257369171170627, 0.11813154290704166, 0.16494488628471599]",,,,,
|
| 63 |
+
opt4_ubits4_wbits8,opt4_mint_membrane_quant.py,598d76c727a2deea,5,1,--u-bits 4 --w-bits 8,weights quantized too,2,False,32,16,100,62,0.664530628675865,0.9739776951672863,0.415054465785171,0.9090909090909091,0.9204545454545454,293868.04652149323,2.2477779388427734,140.0,2026-08-21T11:56:25.611507+00:00,0.06472683873246698,0.09282111814793419,0.08379027072121115,0.11817574194248985,0.16160600763909957,0.104224,"[0.06472683873246698, 0.09282111814793419, 0.08379027072121115, 0.11817574194248985, 0.16160600763909957]",,,,,
|
| 64 |
+
opt4_ubits4_wbits8,opt4_mint_membrane_quant.py,598d76c727a2deea,5,1,--u-bits 4 --w-bits 8,weights quantized too,2,False,32,16,100,63,0.6713596394070905,0.9628252788104089,0.3562551899389787,0.9015151515151515,0.9204545454545454,295226.27149321267,2.2418036460876465,142.3,2026-08-21T11:56:27.878519+00:00,0.06646181292393628,0.09213013640221428,0.08150589729056638,0.11549013020361171,0.16087743552292094,0.103293,"[0.06646181292393628, 0.09213013640221428, 0.08150589729056638, 0.11549013020361171, 0.16087743552292094]",1,134.2,0.08357,93.5,6634.0
|
| 65 |
+
opt4_ubits4_wbits8,opt4_mint_membrane_quant.py,598d76c727a2deea,5,1,--u-bits 4 --w-bits 8,weights quantized too,2,False,32,16,100,64,0.668677727750686,0.9721189591078067,0.34946575354446063,0.9015151515151515,0.9204545454545454,290383.00862556556,2.2427759170532227,144.5,2026-08-21T11:56:30.147347+00:00,0.06471551867092357,0.09127958820146673,0.08114003915997113,0.11467090249061584,0.16225012172670925,0.102811,"[0.06471551867092357, 0.09127958820146673, 0.08114003915997113, 0.11467090249061584, 0.16225012172670925]",,,,,
|
| 66 |
+
opt4_ubits4_wbits8,opt4_mint_membrane_quant.py,598d76c727a2deea,5,1,--u-bits 4 --w-bits 8,weights quantized too,2,False,32,16,100,65,0.6830692778732697,0.949814126394052,0.342941038536303,0.9090909090909091,0.9204545454545454,288626.814479638,2.2418973445892334,146.8,2026-08-21T11:56:32.415483+00:00,0.06429500373847344,0.09075833374963087,0.08048212659709594,0.1148614055093597,0.16137833455029657,0.102355,"[0.06429500373847344, 0.09075833374963087, 0.08048212659709594, 0.1148614055093597, 0.16137833455029657]",1,129.46,0.08062,96.5,6634.0
|
| 67 |
+
opt4_ubits4_wbits8,opt4_mint_membrane_quant.py,598d76c727a2deea,5,1,--u-bits 4 --w-bits 8,weights quantized too,2,False,32,16,100,66,0.6577907288827861,0.9758364312267658,0.4266103379654162,0.8901515151515151,0.9204545454545454,289760.6817024887,2.2334835529327393,149.0,2026-08-21T11:56:34.674298+00:00,0.06466074857641668,0.09125627796439563,0.0799420449663611,0.1158840743934407,0.1604143722968943,0.102432,"[0.06466074857641668, 0.09125627796439563, 0.0799420449663611, 0.1158840743934407, 0.1604143722968943]",,,,,
|
| 68 |
+
opt4_ubits4_wbits8,opt4_mint_membrane_quant.py,598d76c727a2deea,5,1,--u-bits 4 --w-bits 8,weights quantized too,2,False,32,16,100,67,0.6380503970894229,0.9814126394052045,0.3668247063954671,0.8901515151515151,0.9204545454545454,285466.8465780543,2.242612600326538,151.2,2026-08-21T11:56:36.951397+00:00,0.06343732335988213,0.08999708163387635,0.07901824879295685,0.11650268996463102,0.15955646248424754,0.101702,"[0.06343732335988213, 0.08999708163387635, 0.07901824879295685, 0.11650268996463102, 0.15955646248424754]",1,109.6,0.06828,96.0,6634.0
|
| 69 |
+
opt4_ubits4_wbits8,opt4_mint_membrane_quant.py,598d76c727a2deea,5,1,--u-bits 4 --w-bits 8,weights quantized too,2,False,32,16,100,68,0.6550029697914549,0.9739776951672863,0.48605752352512244,0.8598484848484849,0.9204545454545454,283700.973699095,2.232780694961548,153.5,2026-08-21T11:56:39.209586+00:00,0.06287943922421511,0.08955199885017731,0.07888602114775602,0.11597040690043393,0.16103697962620678,0.101665,"[0.06287943922421511, 0.08955199885017731, 0.07888602114775602, 0.11597040690043393, 0.16103697962620678]",,,,,
|
| 70 |
+
opt4_ubits4_wbits8,opt4_mint_membrane_quant.py,598d76c727a2deea,5,1,--u-bits 4 --w-bits 8,weights quantized too,2,False,32,16,100,69,0.631084396050322,0.9795539033457249,0.3732857144240177,0.8977272727272727,0.9204545454545454,282663.60873868776,2.2440476417541504,155.7,2026-08-21T11:56:41.478500+00:00,0.0628405857612105,0.08928176979808246,0.07797549840281992,0.11453690818127464,0.16001263786764705,0.100929,"[0.0628405857612105, 0.08928176979808246, 0.07797549840281992, 0.11453690818127464, 0.16001263786764705]",1,138.66,0.08643,95.0,6634.0
|
| 71 |
+
opt4_ubits4_wbits8,opt4_mint_membrane_quant.py,598d76c727a2deea,5,1,--u-bits 4 --w-bits 8,weights quantized too,2,False,32,16,100,70,0.6361411300290473,0.983271375464684,0.3531010602459763,0.8787878787878788,0.9204545454545454,284076.4061085973,2.241504192352295,157.9,2026-08-21T11:56:43.745493+00:00,0.0634081986020593,0.08962778133504531,0.0778109742438092,0.11422872236546348,0.1582326766322641,0.100662,"[0.0634081986020593, 0.08962778133504531, 0.0778109742438092, 0.11422872236546348, 0.1582326766322641]",,,,,
|
| 72 |
+
opt4_ubits4_wbits8,opt4_mint_membrane_quant.py,598d76c727a2deea,5,1,--u-bits 4 --w-bits 8,weights quantized too,2,False,32,16,100,71,0.6362851647639364,0.9814126394052045,0.3245772990313443,0.8977272727272727,0.9204545454545454,284532.6172228507,2.243199110031128,160.2,2026-08-21T11:56:46.014403+00:00,0.06357510497464854,0.08962999021305758,0.07798338856767206,0.11421543798025917,0.16043242724502788,0.101167,"[0.06357510497464854, 0.08962999021305758, 0.07798338856767206, 0.11421543798025917, 0.16043242724502788]",1,132.19,0.08237,96.0,6634.0
|
| 73 |
+
opt4_ubits4_wbits8,opt4_mint_membrane_quant.py,598d76c727a2deea,5,1,--u-bits 4 --w-bits 8,weights quantized too,2,False,32,16,100,72,0.6306062467036194,0.9776951672862454,0.45677287650830817,0.8939393939393939,0.9204545454545454,282103.13334276015,2.239149570465088,162.4,2026-08-21T11:56:48.279469+00:00,0.06287185825845774,0.08920003079316195,0.07726194841020248,0.11335901477757622,0.15869209696264827,0.100277,"[0.06287185825845774, 0.08920003079316195, 0.07726194841020248, 0.11335901477757622, 0.15869209696264827]",,,,,
|
| 74 |
+
opt4_ubits4_wbits8,opt4_mint_membrane_quant.py,598d76c727a2deea,5,1,--u-bits 4 --w-bits 8,weights quantized too,2,False,32,16,100,73,0.63272230465616,0.9795539033457249,0.39868132905526593,0.875,0.9204545454545454,284091.8803733032,2.239079475402832,164.7,2026-08-21T11:56:50.545439+00:00,0.0634692280608065,0.0897381520446609,0.07762533294803955,0.11322797703392365,0.15856132700162776,0.100524,"[0.0634692280608065, 0.0897381520446609, 0.07762533294803955, 0.11322797703392365, 0.15856132700162776]",,,,,
|
| 75 |
+
opt4_ubits4_wbits8,opt4_mint_membrane_quant.py,598d76c727a2deea,5,1,--u-bits 4 --w-bits 8,weights quantized too,2,False,32,16,100,74,0.6394710975065551,0.9739776951672863,0.419497421745098,0.8863636363636364,0.9204545454545454,283051.67350113124,2.2448861598968506,166.9,2026-08-21T11:56:52.815926+00:00,0.06267869297195883,0.08998169749975204,0.07822060146752526,0.1135163732311305,0.16001472665983088,0.100882,"[0.06267869297195883, 0.08998169749975204, 0.07822060146752526, 0.1135163732311305, 0.16001472665983088]",1,133.51,0.08325,97.0,6634.0
|
| 76 |
+
opt4_ubits4_wbits8,opt4_mint_membrane_quant.py,598d76c727a2deea,5,1,--u-bits 4 --w-bits 8,weights quantized too,2,False,32,16,100,75,0.6406628467336464,0.9776951672862454,0.3694197323286172,0.8901515151515151,0.9204545454545454,281489.58569004526,2.2407188415527344,169.2,2026-08-21T11:56:55.082933+00:00,0.06231125356519923,0.08951347321271896,0.07775816584334654,0.11311070883975309,0.15928456625517676,0.100396,"[0.06231125356519923, 0.08951347321271896, 0.07775816584334654, 0.11311070883975309, 0.15928456625517676]",,,,,
|
| 77 |
+
opt4_ubits4_wbits8,opt4_mint_membrane_quant.py,598d76c727a2deea,5,1,--u-bits 4 --w-bits 8,weights quantized too,2,False,32,16,100,76,0.6256116107937129,0.9851301115241635,0.3216385371757276,0.9204545454545454,0.9204545454545454,280298.6941459276,2.2449846267700195,171.4,2026-08-21T11:56:57.353717+00:00,0.062241133083315456,0.08891304275568794,0.07706464257310419,0.11274881836246042,0.15901153052554412,0.099996,"[0.062241133083315456, 0.08891304275568794, 0.07706464257310419, 0.11274881836246042, 0.15901153052554412]",1,143.01,0.08918,96.0,6634.0
|
| 78 |
+
opt4_ubits4_wbits8,opt4_mint_membrane_quant.py,598d76c727a2deea,5,1,--u-bits 4 --w-bits 8,weights quantized too,2,False,32,16,100,77,0.6244328649070626,0.9962825278810409,0.3757638782262802,0.8636363636363636,0.9204545454545454,280897.92166289594,2.2315053939819336,173.6,2026-08-21T11:56:59.611040+00:00,0.06236929621766595,0.0889701799434774,0.07763752954847672,0.1126648485660553,0.15666285069549785,0.099661,"[0.06236929621766595, 0.0889701799434774, 0.07763752954847672, 0.1126648485660553, 0.15666285069549785]",,,,,
|
| 79 |
+
opt4_ubits4_wbits8,opt4_mint_membrane_quant.py,598d76c727a2deea,5,1,--u-bits 4 --w-bits 8,weights quantized too,2,False,32,16,100,78,0.6147681756090497,0.9944237918215614,0.3509517059181676,0.9053030303030303,0.9204545454545454,281216.60845588235,2.241218090057373,175.9,2026-08-21T11:57:01.877535+00:00,0.06262375195236768,0.08902764013584923,0.07720033517655205,0.11220820160473094,0.15831192188403187,0.099874,"[0.06262375195236768, 0.08902764013584923, 0.07720033517655205, 0.11220820160473094, 0.15831192188403187]",,,,,
|
| 80 |
+
opt4_ubits4_wbits8,opt4_mint_membrane_quant.py,598d76c727a2deea,5,1,--u-bits 4 --w-bits 8,weights quantized too,2,False,32,16,100,79,0.6183338262777789,0.9869888475836431,0.35525696476300556,0.9128787878787878,0.9204545454545454,280565.51102941175,2.2415363788604736,178.1,2026-08-21T11:57:04.146377+00:00,0.06285044112626244,0.08824411560507382,0.07660018433542813,0.11236249830792933,0.15706874517833486,0.099425,"[0.06285044112626244, 0.08824411560507382, 0.07660018433542813, 0.11236249830792933, 0.15706874517833486]",1,133.61,0.08319,90.5,6634.0
|
| 81 |
+
opt4_ubits4_wbits8,opt4_mint_membrane_quant.py,598d76c727a2deea,5,1,--u-bits 4 --w-bits 8,weights quantized too,2,False,32,16,100,80,0.6158062746976831,0.9869888475836431,0.31315431224577356,0.9318181818181818,0.9318181818181818,279658.85789027147,2.246140956878662,180.4,2026-08-21T11:57:06.419132+00:00,0.06232114727882778,0.08823026234612745,0.07705920408753787,0.11226396350299611,0.1558325238087598,0.099141,"[0.06232114727882778, 0.08823026234612745, 0.07705920408753787, 0.11226396350299611, 0.1558325238087598]",,,,,
|
| 82 |
+
opt4_ubits4_wbits8,opt4_mint_membrane_quant.py,598d76c727a2deea,5,1,--u-bits 4 --w-bits 8,weights quantized too,2,False,32,16,100,81,0.6193324504731756,0.9944237918215614,0.32387308460293396,0.9128787878787878,0.9318181818181818,277878.54298642534,2.238452434539795,182.6,2026-08-21T11:57:08.705578+00:00,0.06165034017142128,0.08810635086368113,0.07661354760913287,0.11200384138261571,0.15869339161059437,0.099413,"[0.06165034017142128, 0.08810635086368113, 0.07661354760913287, 0.11200384138261571, 0.15869339161059437]",1,138.9,0.08637,96.5,6634.0
|
| 83 |
+
opt4_ubits4_wbits8,opt4_mint_membrane_quant.py,598d76c727a2deea,5,1,--u-bits 4 --w-bits 8,weights quantized too,2,False,32,16,100,82,0.6093066915260371,0.9925650557620818,0.3205653438062379,0.9242424242424242,0.9318181818181818,280375.08187217196,2.240190267562866,184.8,2026-08-21T11:57:10.971661+00:00,0.06263475120067596,0.08815910973969628,0.07729165957254522,0.11231409407713834,0.15625659420209773,0.099331,"[0.06263475120067596, 0.08815910973969628, 0.07729165957254522, 0.11231409407713834, 0.15625659420209773]",,,,,
|
| 84 |
+
opt4_ubits4_wbits8,opt4_mint_membrane_quant.py,598d76c727a2deea,5,1,--u-bits 4 --w-bits 8,weights quantized too,2,False,32,16,100,83,0.6139249367341676,0.9925650557620818,0.35588038961092633,0.9015151515151515,0.9318181818181818,279307.39493778284,2.235175371170044,187.1,2026-08-21T11:57:13.232503+00:00,0.06239091298159431,0.08797739446163177,0.07671194655053756,0.11184896397240021,0.15617443095235264,0.099021,"[0.06239091298159431, 0.08797739446163177, 0.07671194655053756, 0.11184896397240021, 0.15617443095235264]",1,135.26,0.08398,94.5,6634.0
|
| 85 |
+
opt4_ubits4_wbits8,opt4_mint_membrane_quant.py,598d76c727a2deea,5,1,--u-bits 4 --w-bits 8,weights quantized too,2,False,32,16,100,84,0.6087371598389069,0.9925650557620818,0.36270983472014917,0.8901515151515151,0.9318181818181818,280370.29496606335,2.236689329147339,189.3,2026-08-21T11:57:15.494322+00:00,0.06298179924488068,0.08814282408531975,0.07601550396750956,0.11184809006312314,0.1581727459150202,0.099432,"[0.06298179924488068, 0.08814282408531975, 0.07601550396750956, 0.11184809006312314, 0.1581727459150202]",,,,,
|
| 86 |
+
opt4_ubits4_wbits8,opt4_mint_membrane_quant.py,598d76c727a2deea,5,1,--u-bits 4 --w-bits 8,weights quantized too,2,False,32,16,100,85,0.6146121718626483,0.9888475836431226,0.31267858906225726,0.9166666666666666,0.9318181818181818,280310.08243778284,2.2424283027648926,191.6,2026-08-21T11:57:17.761594+00:00,0.06285636302302866,0.08794317263014176,0.07671646379372653,0.11216684518491521,0.15837744491941788,0.099612,"[0.06285636302302866, 0.08794317263014176, 0.07671646379372653, 0.11216684518491521, 0.15837744491941788]",1,131.31,0.08179,96.5,6634.0
|
| 87 |
+
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]",,,,,
|
| 88 |
+
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
|
| 89 |
+
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]",,,,,
|
| 90 |
+
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]",,,,,
|
| 91 |
+
opt4_ubits4_wbits8,opt4_mint_membrane_quant.py,598d76c727a2deea,5,1,--u-bits 4 --w-bits 8,weights quantized too,2,False,32,16,100,90,0.6112447872924096,0.9907063197026023,0.32604208769220294,0.9015151515151515,0.9318181818181818,278332.9623868778,2.242917776107788,202.8,2026-08-21T11:57:29.098495+00:00,0.06224884290029021,0.08799975672188927,0.07549665999763153,0.11139104164698545,0.15575034390477574,0.098577,"[0.06224884290029021, 0.08799975672188927, 0.07549665999763153, 0.11139104164698545, 0.15575034390477574]",1,142.98,0.08908,96.0,6634.0
|
| 92 |
+
opt4_ubits4_wbits8,opt4_mint_membrane_quant.py,598d76c727a2deea,5,1,--u-bits 4 --w-bits 8,weights quantized too,2,False,32,16,100,91,0.61889593951321,0.9925650557620818,0.289289807731455,0.9356060606060606,0.9356060606060606,277352.58413461543,2.2371878623962402,205.0,2026-08-21T11:57:31.362681+00:00,0.06216118835351046,0.08748072561095743,0.07510930781855303,0.11098011276301216,0.1564881170497221,0.098444,"[0.06216118835351046, 0.08748072561095743, 0.07510930781855303, 0.11098011276301216, 0.1564881170497221]",,,,,
|
| 93 |
+
opt4_ubits4_wbits8,opt4_mint_membrane_quant.py,598d76c727a2deea,5,1,--u-bits 4 --w-bits 8,weights quantized too,2,False,32,16,100,92,0.6126135583260689,0.9851301115241635,0.3042958423946843,0.9204545454545454,0.9356060606060606,277993.61100113124,2.2347145080566406,207.2,2026-08-21T11:57:33.628526+00:00,0.06242435513173833,0.08736598009572309,0.07553942413891063,0.1109857787104214,0.1543170187403174,0.098127,"[0.06242435513173833, 0.08736598009572309, 0.07553942413891063, 0.1109857787104214, 0.1543170187403174]",1,130.2,0.08082,96.5,6634.0
|
| 94 |
+
opt4_ubits4_wbits8,opt4_mint_membrane_quant.py,598d76c727a2deea,5,1,--u-bits 4 --w-bits 8,weights quantized too,2,False,32,16,100,93,0.6002203472041729,0.9925650557620818,0.3160936480218714,0.9128787878787878,0.9356060606060606,278409.2234162896,2.236788272857666,209.5,2026-08-21T11:57:35.891163+00:00,0.06255802643649719,0.08764331086593516,0.0752178215805222,0.11091054844505646,0.1573169248945573,0.098729,"[0.06255802643649719, 0.08764331086593516, 0.0752178215805222, 0.11091054844505646, 0.1573169248945573]",,,,,
|
| 95 |
+
opt4_ubits4_wbits8,opt4_mint_membrane_quant.py,598d76c727a2deea,5,1,--u-bits 4 --w-bits 8,weights quantized too,2,False,32,16,100,94,0.6058074854120445,0.9888475836431226,0.3250985290064956,0.9128787878787878,0.9356060606060606,279156.26809954754,2.250601291656494,211.7,2026-08-21T11:57:38.167309+00:00,0.06281681512208546,0.08751705551848692,0.07580769631792517,0.11132783398908727,0.15366850355092218,0.098228,"[0.06281681512208546, 0.08751705551848692, 0.07580769631792517, 0.11132783398908727, 0.15366850355092218]",1,139.69,0.08733,96.0,6634.0
|
| 96 |
+
opt4_ubits4_wbits8,opt4_mint_membrane_quant.py,598d76c727a2deea,5,1,--u-bits 4 --w-bits 8,weights quantized too,2,False,32,16,100,95,0.6006158486174829,0.9944237918215614,0.3115386800332503,0.9090909090909091,0.9356060606060606,276671.60237556556,2.234637498855591,214.0,2026-08-21T11:57:40.427684+00:00,0.0622414821649299,0.0871239795404322,0.0744024651015506,0.11019834569271873,0.15622863085830913,0.098039,"[0.0622414821649299, 0.0871239795404322, 0.0744024651015506, 0.11019834569271873, 0.15622863085830913]",,,,,
|
| 97 |
+
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
|
| 98 |
+
opt4_ubits4_wbits8,opt4_mint_membrane_quant.py,598d76c727a2deea,5,1,--u-bits 4 --w-bits 8,weights quantized too,2,False,32,16,100,97,0.6163988795865424,0.983271375464684,0.3031844478664976,0.9166666666666666,0.9356060606060606,277976.07805429865,2.2336225509643555,218.4,2026-08-21T11:57:44.946723+00:00,0.06254382760209196,0.08740343591746162,0.07504374972161125,0.11053493794272928,0.1556933136547313,0.098244,"[0.06254382760209196, 0.08740343591746162, 0.07504374972161125, 0.11053493794272928, 0.1556933136547313]",,,,,
|
| 99 |
+
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
|
| 100 |
+
opt4_ubits4_wbits8,opt4_mint_membrane_quant.py,598d76c727a2deea,5,1,--u-bits 4 --w-bits 8,weights quantized too,2,False,32,16,100,99,0.5984745925243903,0.9962825278810409,0.31762233557123126,0.9053030303030303,0.9356060606060606,278240.01923076925,2.240403175354004,222.9,2026-08-21T11:57:49.477795+00:00,0.06253021254258997,0.08759143291150823,0.07520472433637171,0.11062850715482936,0.15562565011136673,0.098316,"[0.06253021254258997, 0.08759143291150823, 0.07520472433637171, 0.11062850715482936, 0.15562565011136673]",,,,,
|
| 101 |
+
opt4_ubits4_wbits8,opt4_mint_membrane_quant.py,598d76c727a2deea,5,1,--u-bits 4 --w-bits 8,weights quantized too,2,False,32,16,100,100,0.6052705738624232,0.9888475836431226,0.3261908943002874,0.9128787878787878,0.9356060606060606,278163.11453619914,2.233228921890259,225.1,2026-08-21T11:57:51.736032+00:00,0.06272916101357516,0.08733415209195193,0.0748812231947394,0.11016980909249362,0.15657009009052725,0.098337,"[0.06272916101357516, 0.08733415209195193, 0.0748812231947394, 0.11016980909249362, 0.15657009009052725]",,,,,
|
opt4_mint_membrane_quant/opt4_ubits4_wbits8.epochs.jsonl
ADDED
|
@@ -0,0 +1,100 @@
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| 1 |
+
{"epoch": 1, "train_loss": 2.2505576442165447, "train_acc": 0.4721189591078067, "test_loss": 4.078645619479093, "test_acc": 0.3143939393939394, "best_acc": 0.3143939393939394, "spike_rates": [0.10745865150409586, 0.1555675776565776, 0.17879372572197633, 0.205072539694169, 0.20516377512146444], "spikes_per_sample": 510815.22808257915, "wall_time_s": 3.343724250793457, "timestamp": "2026-08-21T11:54:07.229428+00:00"}
|
| 2 |
+
{"epoch": 2, "train_loss": 1.7121918737666757, "train_acc": 0.5111524163568774, "test_loss": 1.3649638439669753, "test_acc": 0.5, "best_acc": 0.5, "spike_rates": [0.10433111295980566, 0.1589717628324733, 0.1848558757235022, 0.21471910091007457, 0.22588541753151836], "spikes_per_sample": 512441.74547511316, "wall_time_s": 2.1840171813964844, "timestamp": "2026-08-21T11:54:09.448417+00:00"}
|
| 3 |
+
{"epoch": 3, "train_loss": 1.4633743851601413, "train_acc": 0.5947955390334573, "test_loss": 1.1394361149181018, "test_acc": 0.5454545454545454, "best_acc": 0.5454545454545454, "spike_rates": [0.10184645828078775, 0.1508524601950365, 0.17938735818161683, 0.2156555959407021, 0.23495690612231984], "spikes_per_sample": 496050.0919117647, "wall_time_s": 2.1935503482818604, "timestamp": "2026-08-21T11:54:11.673243+00:00"}
|
| 4 |
+
{"epoch": 4, "train_loss": 1.396463128270713, "train_acc": 0.6059479553903345, "test_loss": 0.9145090002002139, "test_acc": 0.6325757575757576, "best_acc": 0.6325757575757576, "spike_rates": [0.10364339938935112, 0.15206940559779897, 0.17261295108234181, 0.20350748212898478, 0.21714396073537715], "spikes_per_sample": 495805.1541289593, "wall_time_s": 2.205359697341919, "timestamp": "2026-08-21T11:54:13.910275+00:00"}
|
| 5 |
+
{"epoch": 5, "train_loss": 1.3364807079272643, "train_acc": 0.6412639405204461, "test_loss": 0.9381283322970072, "test_acc": 0.571969696969697, "best_acc": 0.6325757575757576, "spike_rates": [0.10666949696400586, 0.14721054364653194, 0.1584553622147616, 0.1885279276791741, 0.19996655162642984], "spikes_per_sample": 487527.41430995474, "wall_time_s": 2.2090084552764893, "timestamp": "2026-08-21T11:54:16.153202+00:00"}
|
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| 83 |
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| 84 |
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| 89 |
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|
| 99 |
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|
| 100 |
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|
opt4_mint_membrane_quant/opt4_ubits4_wbits8.gpu_telemetry.csv
ADDED
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| 1 |
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timestamp,index,utilization.gpu,utilization.memory,memory.used,memory.total,temperature.gpu,power.draw,clocks.sm
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2026/08/21 11:54:50.308, 0, 95, 76, 3317, 15360, 80, 63.63, 960
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| 70 |
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2026/08/21 11:54:55.373, 0, 96, 78, 3317, 15360, 79, 64.76, 945
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2026/08/21 11:54:55.398, 1, 97, 28, 3317, 15360, 70, 61.26, 1245
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2026/08/21 11:55:00.454, 0, 97, 81, 3317, 15360, 78, 65.64, 975
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| 73 |
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2026/08/21 11:55:00.466, 1, 95, 75, 3317, 15360, 70, 58.51, 1320
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2026/08/21 11:55:05.522, 0, 95, 78, 3317, 15360, 77, 57.48, 975
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| 75 |
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2026/08/21 11:55:10.590, 0, 97, 82, 3317, 15360, 76, 65.19, 1005
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2026/08/21 11:55:15.685, 1, 96, 52, 3317, 15360, 69, 72.89, 1275
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2026/08/21 11:55:20.741, 0, 95, 79, 3317, 15360, 75, 61.08, 1005
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2026/08/21 11:55:20.763, 1, 94, 76, 3317, 15360, 69, 78.46, 1275
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2026/08/21 11:55:25.816, 0, 95, 78, 3317, 15360, 75, 63.24, 1020
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2026/08/21 11:55:25.833, 1, 96, 77, 3317, 15360, 69, 78.12, 1350
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2026/08/21 11:58:13.053, 1, 0, 0, 3, 15360, 60, 10.52, 300
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opt4_mint_membrane_quant/opt4_ubits4_wbits8.summary.json
ADDED
|
@@ -0,0 +1,92 @@
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|
| 1 |
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{
|
| 2 |
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"tag": "opt4_ubits4_wbits8",
|
| 3 |
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"script": "opt4_mint_membrane_quant.py",
|
| 4 |
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| 5 |
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"hf_folder": "opt4_mint_membrane_quant",
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| 6 |
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| 7 |
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"note": "weights quantized too",
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| 8 |
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| 9 |
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| 10 |
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"command": [
|
| 11 |
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| 12 |
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| 13 |
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| 14 |
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"--standalone",
|
| 15 |
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"--nproc_per_node=2",
|
| 16 |
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| 17 |
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"--epochs",
|
| 18 |
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|
| 19 |
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"--batch-size",
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| 20 |
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| 22 |
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| 23 |
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| 24 |
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| 25 |
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| 26 |
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| 27 |
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"/kaggle/temp/dvs128_data",
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| 28 |
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"--num-classes",
|
| 29 |
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"11",
|
| 30 |
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"--bench",
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| 31 |
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"--u-bits",
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| 32 |
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| 33 |
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"--w-bits",
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| 34 |
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"status": "ok",
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"sec_per_epoch": 3.73,
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"started_utc": "2026-08-21T11:52:03.290089+00:00",
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"spike_rates": [
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| 76 |
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"event_driven": {
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| 77 |
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"event_driven_test_acc": 0.9128787878787878,
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| 78 |
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"synaptic_ops_per_inference": 217677117.2013889,
|
| 79 |
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"membrane_bytes_per_inference": 119045.5,
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| 80 |
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"u_bits": 4,
|
| 81 |
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"kshift": 0,
|
| 82 |
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"w_bits": 8
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| 83 |
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},
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| 84 |
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"zip": {
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| 91 |
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}
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| 92 |
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}
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opt4_mint_membrane_quant/opt4_ubits4_wbits8.zip
ADDED
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version https://git-lfs.github.com/spec/v1
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