add run opt7_fused_store
Browse files
opt7_fused_lif_pool/opt7_fused_store.epochs.csv
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tag,script,script_sha256_16,phase,priority,flags,note,gpus,amp,batch_size_per_gpu,num_bins_T,epochs_requested,epoch,train_loss,train_acc,test_loss,test_acc,best_acc,spikes_per_sample,wall_time_s,cum_wall_time_s,timestamp,spk_rate_l0,spk_rate_l1,spk_rate_l2,spk_rate_l3,spk_rate_l4,spk_rate_mean,spike_rates_json,gpu_samples,gpu_power_w_mean,energy_wh,gpu_util_pct_mean,gpu_mem_mb_peak
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| 2 |
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opt7_fused_store,opt7_fused_lif_pool.py,d4193a1481bfb41d,2,0,--fused-bwd store,"faster bwd, more memory",2,False,32,16,100,1,2.533166283568485,0.4479553903345725,3.85752289945429,0.25,0.25,451356.04906674207,2.505966901779175,2.5,2026-08-21T06:43:59.570087+00:00,0.09850042400991216,0.1334717694450827,0.15273906290531158,0.17722435558543487,0.1817811131477356,0.148743,"[0.09850042400991216, 0.1334717694450827, 0.15273906290531158, 0.17722435558543487, 0.1817811131477356]",,,,,
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| 3 |
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opt7_fused_store,opt7_fused_lif_pool.py,d4193a1481bfb41d,2,0,--fused-bwd store,"faster bwd, more memory",2,False,32,16,100,2,1.9070194432283423,0.4888475836431227,1.6074784669009121,0.4810606060606061,0.4810606060606061,489148.3697680995,2.065796375274658,4.6,2026-08-21T06:44:01.667600+00:00,0.10681521410451215,0.1462574452161789,0.1655032433131162,0.17968002312323628,0.17331785314223347,0.154315,"[0.10681521410451215, 0.1462574452161789, 0.1655032433131162, 0.17968002312323628, 0.17331785314223347]",1,124.41,0.07139,95.5,7088.0
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| 4 |
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opt7_fused_store,opt7_fused_lif_pool.py,d4193a1481bfb41d,2,0,--fused-bwd store,"faster bwd, more memory",2,False,32,16,100,3,1.609240293945965,0.533457249070632,1.461183381803108,0.5075757575757576,0.5075757575757576,488795.8675056561,2.0705032348632812,6.6,2026-08-21T06:44:03.771414+00:00,0.10690727742279277,0.14656852010418386,0.16605549875427694,0.17194528351811803,0.15585788032587836,0.149467,"[0.10690727742279277, 0.14656852010418386, 0.16605549875427694, 0.17194528351811803, 0.15585788032587836]",,,,,
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| 5 |
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opt7_fused_store,opt7_fused_lif_pool.py,d4193a1481bfb41d,2,0,--fused-bwd store,"faster bwd, more memory",2,False,32,16,100,4,1.3976344060720565,0.570631970260223,1.151431528004733,0.5757575757575758,0.5757575757575758,485286.5007070136,2.082319736480713,8.7,2026-08-21T06:44:05.885405+00:00,0.10577366457265966,0.14651883963276358,0.16472802267355077,0.1691726200720843,0.1530317418715533,0.147845,"[0.10577366457265966, 0.14651883963276358, 0.16472802267355077, 0.1691726200720843, 0.1530317418715533]",1,126.4,0.07311,95.5,7088.0
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| 6 |
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opt7_fused_store,opt7_fused_lif_pool.py,d4193a1481bfb41d,2,0,--fused-bwd store,"faster bwd, more memory",2,False,32,16,100,5,1.3893248184019749,0.587360594795539,1.096956168160294,0.5909090909090909,0.5909090909090909,489136.9666289593,2.0776729583740234,10.8,2026-08-21T06:44:07.994333+00:00,0.10725421327001908,0.1442795877947527,0.1706401758334216,0.1689189207904479,0.15614118646172917,0.149447,"[0.10725421327001908, 0.1442795877947527, 0.1706401758334216, 0.1689189207904479, 0.15614118646172917]",,,,,
|
| 7 |
+
opt7_fused_store,opt7_fused_lif_pool.py,d4193a1481bfb41d,2,0,--fused-bwd store,"faster bwd, more memory",2,False,32,16,100,6,1.28581940507357,0.6412639405204461,1.1159447738618562,0.6022727272727273,0.6022727272727273,513282.16091628966,2.076692819595337,12.9,2026-08-21T06:44:10.102466+00:00,0.11942512147566851,0.14470039658686695,0.16664383604246027,0.1708459941779866,0.1590581352219862,0.152135,"[0.11942512147566851, 0.14470039658686695, 0.16664383604246027, 0.1708459941779866, 0.1590581352219862]",1,142.59,0.08225,95.5,7088.0
|
| 8 |
+
opt7_fused_store,opt7_fused_lif_pool.py,d4193a1481bfb41d,2,0,--fused-bwd store,"faster bwd, more memory",2,False,32,16,100,7,1.3410798594854134,0.604089219330855,1.2092505684404662,0.5833333333333334,0.6022727272727273,513440.47313348413,2.082095146179199,15.0,2026-08-21T06:44:12.216635+00:00,0.1215284856803277,0.14325285571462967,0.16104208108256846,0.1721066481926862,0.16330891672302694,0.152248,"[0.1215284856803277, 0.14325285571462967, 0.16104208108256846, 0.1721066481926862, 0.16330891672302694]",,,,,
|
| 9 |
+
opt7_fused_store,opt7_fused_lif_pool.py,d4193a1481bfb41d,2,0,--fused-bwd store,"faster bwd, more memory",2,False,32,16,100,8,1.2745257961705714,0.6096654275092936,0.8718046816912565,0.6287878787878788,0.6287878787878788,502686.62584841624,2.085149049758911,17.0,2026-08-21T06:44:14.326490+00:00,0.11572462846251096,0.14281821952146642,0.16465095825055065,0.17194011456826153,0.1636215658748851,0.151751,"[0.11572462846251096, 0.14281821952146642, 0.16465095825055065, 0.17194011456826153, 0.1636215658748851]",,,,,
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| 10 |
+
opt7_fused_store,opt7_fused_lif_pool.py,d4193a1481bfb41d,2,0,--fused-bwd store,"faster bwd, more memory",2,False,32,16,100,9,1.285221589542233,0.6431226765799256,1.1207264589540886,0.5871212121212122,0.6287878787878788,500773.9375,2.094654083251953,19.1,2026-08-21T06:44:16.458990+00:00,0.11180184080320246,0.14837503959150874,0.16484181057004368,0.17447782702305736,0.17021519296309529,0.153942,"[0.11180184080320246, 0.14837503959150874, 0.16484181057004368, 0.17447782702305736, 0.17021519296309529]",1,120.18,0.06993,96.0,7088.0
|
| 11 |
+
opt7_fused_store,opt7_fused_lif_pool.py,d4193a1481bfb41d,2,0,--fused-bwd store,"faster bwd, more memory",2,False,32,16,100,10,1.23558380524022,0.6747211895910781,0.9587630141865123,0.6628787878787878,0.6628787878787878,496066.84304298647,2.089231252670288,21.2,2026-08-21T06:44:18.574278+00:00,0.1098067374790416,0.1475016202996759,0.16576337814331055,0.17401890369022593,0.16652762363938725,0.152724,"[0.1098067374790416, 0.1475016202996759, 0.16576337814331055, 0.17401890369022593, 0.16652762363938725]",,,,,
|
| 12 |
+
opt7_fused_store,opt7_fused_lif_pool.py,d4193a1481bfb41d,2,0,--fused-bwd store,"faster bwd, more memory",2,False,32,16,100,11,1.2439379789572222,0.6691449814126395,0.9954650961991512,0.6704545454545454,0.6704545454545454,487933.17109728506,2.0965611934661865,23.3,2026-08-21T06:44:20.704228+00:00,0.10928990516592474,0.1433938724153182,0.1607760453925413,0.17287165803067825,0.16940680496832905,0.151148,"[0.10928990516592474, 0.1433938724153182, 0.1607760453925413, 0.17287165803067825, 0.16940680496832905]",1,156.01,0.09086,90.5,7088.0
|
| 13 |
+
opt7_fused_store,opt7_fused_lif_pool.py,d4193a1481bfb41d,2,0,--fused-bwd store,"faster bwd, more memory",2,False,32,16,100,12,1.2158809412810883,0.6654275092936803,0.9852803439805002,0.6515151515151515,0.6704545454545454,476425.82522624434,2.104307174682617,25.4,2026-08-21T06:44:22.841245+00:00,0.10532250255346298,0.14218401382951176,0.15888650627697215,0.16635866638492136,0.1604445962344899,0.146639,"[0.10532250255346298, 0.14218401382951176, 0.15888650627697215, 0.16635866638492136, 0.1604445962344899]",,,,,
|
| 14 |
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opt7_fused_store,opt7_fused_lif_pool.py,d4193a1481bfb41d,2,0,--fused-bwd store,"faster bwd, more memory",2,False,32,16,100,13,1.2040256837929935,0.6505576208178439,0.976435408447728,0.6553030303030303,0.6704545454545454,489986.0999717195,2.113124132156372,27.5,2026-08-21T06:44:24.979167+00:00,0.1106832404347027,0.14292268104412975,0.16185164188637452,0.16634888245778925,0.1593684895950205,0.148235,"[0.1106832404347027, 0.14292268104412975, 0.16185164188637452, 0.16634888245778925, 0.1593684895950205]",,,,,
|
| 15 |
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opt7_fused_store,opt7_fused_lif_pool.py,d4193a1481bfb41d,2,0,--fused-bwd store,"faster bwd, more memory",2,False,32,16,100,14,1.1472080852905613,0.6970260223048327,0.887376485448895,0.6818181818181818,0.6818181818181818,488776.2426470588,2.113037109375,29.7,2026-08-21T06:44:27.117604+00:00,0.1121580942588694,0.14084377358941472,0.15762439370155334,0.1669007487156812,0.1619597217615913,0.147897,"[0.1121580942588694, 0.14084377358941472, 0.15762439370155334, 0.1669007487156812, 0.1619597217615913]",,,,,
|
| 16 |
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opt7_fused_store,opt7_fused_lif_pool.py,d4193a1481bfb41d,2,0,--fused-bwd store,"faster bwd, more memory",2,False,32,16,100,15,1.1333376683267076,0.6970260223048327,0.8604884797876532,0.6477272727272727,0.6818181818181818,491159.45135746605,2.1154990196228027,31.8,2026-08-21T06:44:29.269396+00:00,0.11392535093952627,0.13866928044487448,0.16003621062811682,0.16498065959004796,0.15537336205734925,0.146597,"[0.11392535093952627, 0.13866928044487448, 0.16003621062811682, 0.16498065959004796, 0.15537336205734925]",,,,,
|
| 17 |
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opt7_fused_store,opt7_fused_lif_pool.py,d4193a1481bfb41d,2,0,--fused-bwd store,"faster bwd, more memory",2,False,32,16,100,16,1.152887452490711,0.6802973977695167,0.8514500079732953,0.6628787878787878,0.6818181818181818,471884.20757918555,2.127117395401001,33.9,2026-08-21T06:44:31.421792+00:00,0.11080565829487408,0.13622446796473334,0.14379594080588398,0.15278748379034154,0.14801553592962377,0.138326,"[0.11080565829487408, 0.13622446796473334, 0.14379594080588398, 0.15278748379034154, 0.14801553592962377]",1,134.16,0.07927,96.5,7088.0
|
| 18 |
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opt7_fused_store,opt7_fused_lif_pool.py,d4193a1481bfb41d,2,0,--fused-bwd store,"faster bwd, more memory",2,False,32,16,100,17,1.0700381830279269,0.7360594795539034,0.720095573049603,0.6818181818181818,0.6818181818181818,478080.223699095,2.125802755355835,36.0,2026-08-21T06:44:33.573598+00:00,0.1123560715247603,0.13670506810440736,0.14837989912313573,0.1526428478605607,0.15486139847951777,0.140989,"[0.1123560715247603, 0.13670506810440736, 0.14837989912313573, 0.1526428478605607, 0.15486139847951777]",,,,,
|
| 19 |
+
opt7_fused_store,opt7_fused_lif_pool.py,d4193a1481bfb41d,2,0,--fused-bwd store,"faster bwd, more memory",2,False,32,16,100,18,1.124953396258301,0.6988847583643123,0.926372690634294,0.6325757575757576,0.6818181818181818,490201.683540724,2.142998695373535,38.2,2026-08-21T06:44:35.741797+00:00,0.11519881951458313,0.13793671920019038,0.15703153434921713,0.15545544203589945,0.15058496769736796,0.143241,"[0.11519881951458313, 0.13793671920019038, 0.15703153434921713, 0.15545544203589945, 0.15058496769736796]",,,,,
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| 20 |
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opt7_fused_store,opt7_fused_lif_pool.py,d4193a1481bfb41d,2,0,--fused-bwd store,"faster bwd, more memory",2,False,32,16,100,19,1.0866698212783132,0.7286245353159851,0.8029810443068995,0.6818181818181818,0.6818181818181818,484356.61510180996,2.1458003520965576,40.3,2026-08-21T06:44:37.915593+00:00,0.11247101294643738,0.13968861015403972,0.1532970097135095,0.15531576205702388,0.15218097848050735,0.142591,"[0.11247101294643738, 0.13968861015403972, 0.1532970097135095, 0.15531576205702388, 0.15218097848050735]",1,129.83,0.07739,95.0,7088.0
|
| 21 |
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opt7_fused_store,opt7_fused_lif_pool.py,d4193a1481bfb41d,2,0,--fused-bwd store,"faster bwd, more memory",2,False,32,16,100,20,1.0987779198969163,0.7174721189591078,0.7886895844430635,0.6893939393939394,0.6893939393939394,472886.9080882353,2.1578774452209473,42.5,2026-08-21T06:44:40.098693+00:00,0.11134681719190934,0.13774649185292862,0.14026712056468515,0.15363024876398199,0.14929256193778095,0.138457,"[0.11134681719190934, 0.13774649185292862, 0.14026712056468515, 0.15363024876398199, 0.14929256193778095]",,,,,
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| 22 |
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opt7_fused_store,opt7_fused_lif_pool.py,d4193a1481bfb41d,2,0,--fused-bwd store,"faster bwd, more memory",2,False,32,16,100,21,1.0683209257941264,0.7323420074349443,0.7884015513188911,0.6515151515151515,0.6893939393939394,466586.48840497737,2.1623268127441406,44.6,2026-08-21T06:44:42.291481+00:00,0.10782403323580236,0.13873694398823908,0.1413028985261917,0.15001963604899013,0.146656796336174,0.136908,"[0.10782403323580236, 0.13873694398823908, 0.1413028985261917, 0.15001963604899013, 0.146656796336174]",1,123.32,0.07407,96.5,7088.0
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| 23 |
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opt7_fused_store,opt7_fused_lif_pool.py,d4193a1481bfb41d,2,0,--fused-bwd store,"faster bwd, more memory",2,False,32,16,100,22,1.0352954190902994,0.7267657992565055,0.7390380862987402,0.7348484848484849,0.7348484848484849,465985.14592760184,2.17466139793396,46.8,2026-08-21T06:44:44.493236+00:00,0.10573328067274655,0.13955419291468227,0.14566836900570812,0.15437764017020955,0.15476273438509772,0.140019,"[0.10573328067274655, 0.13955419291468227, 0.14566836900570812, 0.15437764017020955, 0.15476273438509772]",,,,,
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| 24 |
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opt7_fused_store,opt7_fused_lif_pool.py,d4193a1481bfb41d,2,0,--fused-bwd store,"faster bwd, more memory",2,False,32,16,100,23,0.9770800451363773,0.7657992565055762,0.7640118725372084,0.696969696969697,0.7348484848484849,456631.4676187783,2.191664457321167,49.0,2026-08-21T06:44:46.716106+00:00,0.1048146994674907,0.13739584211040945,0.1381209028117797,0.14579494122196646,0.14492927316357107,0.134211,"[0.1048146994674907, 0.13739584211040945, 0.1381209028117797, 0.14579494122196646, 0.14492927316357107]",1,128.5,0.07823,95.5,7088.0
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| 25 |
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opt7_fused_store,opt7_fused_lif_pool.py,d4193a1481bfb41d,2,0,--fused-bwd store,"faster bwd, more memory",2,False,32,16,100,24,0.9718727285534032,0.7788104089219331,0.7213382576451157,0.7272727272727273,0.7348484848484849,451686.39677601814,2.196028232574463,51.2,2026-08-21T06:44:48.937623+00:00,0.1056484597570756,0.1333458537564558,0.13385282456874847,0.1439924879985697,0.14813696812180913,0.132995,"[0.1056484597570756, 0.1333458537564558, 0.13385282456874847, 0.1439924879985697, 0.14813696812180913]",,,,,
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| 26 |
+
opt7_fused_store,opt7_fused_lif_pool.py,d4193a1481bfb41d,2,0,--fused-bwd store,"faster bwd, more memory",2,False,32,16,100,25,1.01234081996861,0.7620817843866171,0.739179734027747,0.6931818181818182,0.7348484848484849,436538.5076357466,2.2039332389831543,53.4,2026-08-21T06:44:51.166483+00:00,0.10278457315529094,0.13002371963332682,0.12555897542658975,0.13402478396892548,0.1476438878213658,0.128007,"[0.10278457315529094, 0.13002371963332682, 0.12555897542658975, 0.13402478396892548, 0.1476438878213658]",1,150.31,0.09202,92.5,7088.0
|
| 27 |
+
opt7_fused_store,opt7_fused_lif_pool.py,d4193a1481bfb41d,2,0,--fused-bwd store,"faster bwd, more memory",2,False,32,16,100,26,0.9809892080087201,0.7732342007434945,0.710978834918051,0.7310606060606061,0.7348484848484849,436865.5890837104,2.212352991104126,55.6,2026-08-21T06:44:53.404301+00:00,0.10185029182363958,0.13100325447671554,0.12650046541410334,0.1399868823149625,0.14568905444706187,0.129006,"[0.10185029182363958, 0.13100325447671554, 0.12650046541410334, 0.1399868823149625, 0.14568905444706187]",,,,,
|
| 28 |
+
opt7_fused_store,opt7_fused_lif_pool.py,d4193a1481bfb41d,2,0,--fused-bwd store,"faster bwd, more memory",2,False,32,16,100,27,0.9697015666607144,0.7843866171003717,0.6791032516595089,0.7045454545454546,0.7348484848484849,438082.17590497737,2.2084412574768066,57.8,2026-08-21T06:44:55.638612+00:00,0.1030175317736233,0.13099166224984563,0.12460892603677862,0.13824141726774328,0.145951905671288,0.128562,"[0.1030175317736233, 0.13099166224984563, 0.12460892603677862, 0.13824141726774328, 0.145951905671288]",,,,,
|
| 29 |
+
opt7_fused_store,opt7_fused_lif_pool.py,d4193a1481bfb41d,2,0,--fused-bwd store,"faster bwd, more memory",2,False,32,16,100,28,0.9905789547693331,0.7899628252788105,0.9021302696430322,0.6553030303030303,0.7348484848484849,432405.3782522625,2.197021245956421,60.0,2026-08-21T06:44:57.861479+00:00,0.10185319229083903,0.12709929049015045,0.12605112265138066,0.1390004938139635,0.1448566562989179,0.127772,"[0.10185319229083903, 0.12709929049015045, 0.12605112265138066, 0.1390004938139635, 0.1448566562989179]",1,134.01,0.08178,97.0,7088.0
|
| 30 |
+
opt7_fused_store,opt7_fused_lif_pool.py,d4193a1481bfb41d,2,0,--fused-bwd store,"faster bwd, more memory",2,False,32,16,100,29,0.9791928707002264,0.7732342007434945,0.6597930788993835,0.7424242424242424,0.7424242424242424,441034.5863970588,2.179271697998047,62.2,2026-08-21T06:45:00.066688+00:00,0.10732916742563248,0.1228662545190138,0.12826849958475897,0.1421777597245048,0.145324690377011,0.129193,"[0.10732916742563248, 0.1228662545190138, 0.12826849958475897, 0.1421777597245048, 0.145324690377011]",,,,,
|
| 31 |
+
opt7_fused_store,opt7_fused_lif_pool.py,d4193a1481bfb41d,2,0,--fused-bwd store,"faster bwd, more memory",2,False,32,16,100,30,0.9175456429945935,0.8141263940520446,0.6006447690905947,0.7196969696969697,0.7424242424242424,434192.67632918555,2.171415328979492,64.4,2026-08-21T06:45:02.268553+00:00,0.10485928242697436,0.12475318330175736,0.12302704812849269,0.1354897109901204,0.1434699016458848,0.12632,"[0.10485928242697436, 0.12475318330175736, 0.12302704812849269, 0.1354897109901204, 0.1434699016458848]",1,125.6,0.07576,95.5,7088.0
|
| 32 |
+
opt7_fused_store,opt7_fused_lif_pool.py,d4193a1481bfb41d,2,0,--fused-bwd store,"faster bwd, more memory",2,False,32,16,100,31,0.9697650901446998,0.7881040892193308,0.617124723665642,0.7916666666666666,0.7916666666666666,443033.5062217195,2.1590847969055176,66.5,2026-08-21T06:45:04.453701+00:00,0.1040894726620001,0.13284680071999044,0.12687062209143357,0.1352450891452677,0.14174683216740103,0.12816,"[0.1040894726620001, 0.13284680071999044, 0.12687062209143357, 0.1352450891452677, 0.14174683216740103]",,,,,
|
| 33 |
+
opt7_fused_store,opt7_fused_lif_pool.py,d4193a1481bfb41d,2,0,--fused-bwd store,"faster bwd, more memory",2,False,32,16,100,32,0.8732813423894152,0.8513011152416357,0.6197295315337904,0.7689393939393939,0.7916666666666666,419049.6920248869,2.1447975635528564,68.7,2026-08-21T06:45:06.631324+00:00,0.09339907853042378,0.13278111990760355,0.1237966891597299,0.13600020636530483,0.14377770090804382,0.125951,"[0.09339907853042378, 0.13278111990760355, 0.1237966891597299, 0.13600020636530483, 0.14377770090804382]",1,107.97,0.06433,95.0,7088.0
|
| 34 |
+
opt7_fused_store,opt7_fused_lif_pool.py,d4193a1481bfb41d,2,0,--fused-bwd store,"faster bwd, more memory",2,False,32,16,100,33,0.9426025422532319,0.8104089219330854,0.8911808693047726,0.6893939393939394,0.7916666666666666,425008.67039027147,2.1407859325408936,70.8,2026-08-21T06:45:08.798367+00:00,0.09540731109240476,0.13364724814891815,0.12562710309729858,0.13537506846820607,0.1391579815570046,0.125843,"[0.09540731109240476, 0.13364724814891815, 0.12562710309729858, 0.13537506846820607, 0.1391579815570046]",,,,,
|
| 35 |
+
opt7_fused_store,opt7_fused_lif_pool.py,d4193a1481bfb41d,2,0,--fused-bwd store,"faster bwd, more memory",2,False,32,16,100,34,0.9153334279042638,0.8382899628252788,0.4617891383893562,0.8257575757575758,0.8257575757575758,432883.9007352941,2.131805181503296,72.9,2026-08-21T06:45:10.957261+00:00,0.09798498364055858,0.13411299533703747,0.12945459344807794,0.13499316397835226,0.14224555650178125,0.127758,"[0.09798498364055858, 0.13411299533703747, 0.12945459344807794, 0.13499316397835226, 0.14224555650178125]",,,,,
|
| 36 |
+
opt7_fused_store,opt7_fused_lif_pool.py,d4193a1481bfb41d,2,0,--fused-bwd store,"faster bwd, more memory",2,False,32,16,100,35,0.8655660015056568,0.8494423791821561,0.6157044714147394,0.7537878787878788,0.8257575757575758,432548.67703619914,2.1304550170898438,75.1,2026-08-21T06:45:13.119151+00:00,0.10340489973040189,0.12775328054147608,0.12187026967020596,0.12721703420667088,0.1377043916898615,0.12359,"[0.10340489973040189, 0.12775328054147608, 0.12187026967020596, 0.12721703420667088, 0.1377043916898615]",1,137.98,0.08166,96.0,7088.0
|
| 37 |
+
opt7_fused_store,opt7_fused_lif_pool.py,d4193a1481bfb41d,2,0,--fused-bwd store,"faster bwd, more memory",2,False,32,16,100,36,0.9076720467287368,0.8197026022304833,0.7437606490019596,0.7348484848484849,0.8257575757575758,436649.4076640272,2.126079559326172,77.2,2026-08-21T06:45:15.271257+00:00,0.10486561892663732,0.1274907886981964,0.12235319263794843,0.13488329596379223,0.14438629150390625,0.126796,"[0.10486561892663732, 0.1274907886981964, 0.12235319263794843, 0.13488329596379223, 0.14438629150390625]",,,,,
|
| 38 |
+
opt7_fused_store,opt7_fused_lif_pool.py,d4193a1481bfb41d,2,0,--fused-bwd store,"faster bwd, more memory",2,False,32,16,100,37,0.8580453604127395,0.8438661710037175,0.5377609151782412,0.7954545454545454,0.8257575757575758,436912.2849264706,2.122084379196167,79.3,2026-08-21T06:45:17.420009+00:00,0.10563918816692688,0.12746165166882908,0.11991709470748901,0.13468114593449762,0.14110363230985754,0.125761,"[0.10563918816692688, 0.12746165166882908, 0.11991709470748901, 0.13468114593449762, 0.14110363230985754]",1,138.52,0.08165,96.5,7088.0
|
| 39 |
+
opt7_fused_store,opt7_fused_lif_pool.py,d4193a1481bfb41d,2,0,--fused-bwd store,"faster bwd, more memory",2,False,32,16,100,38,0.849405166384899,0.8550185873605948,0.4737948269555063,0.8106060606060606,0.8257575757575758,430731.0296945701,2.114779233932495,81.4,2026-08-21T06:45:19.560141+00:00,0.10346548478392993,0.12727687551694758,0.1176150480613989,0.13317863993784962,0.13802669065840104,0.123913,"[0.10346548478392993, 0.12727687551694758, 0.1176150480613989, 0.13317863993784962, 0.13802669065840104]",,,,,
|
| 40 |
+
opt7_fused_store,opt7_fused_lif_pool.py,d4193a1481bfb41d,2,0,--fused-bwd store,"faster bwd, more memory",2,False,32,16,100,39,0.876769744552201,0.8382899628252788,0.6067959648190122,0.7537878787878788,0.8257575757575758,419918.73812217196,2.1143810749053955,83.6,2026-08-21T06:45:21.700195+00:00,0.09872752033612307,0.12704752429443247,0.11626269712167628,0.13352212748106787,0.14160068245495067,0.123432,"[0.09872752033612307, 0.12704752429443247, 0.11626269712167628, 0.13352212748106787, 0.14160068245495067]",1,113.11,0.06643,98.0,7088.0
|
| 41 |
+
opt7_fused_store,opt7_fused_lif_pool.py,d4193a1481bfb41d,2,0,--fused-bwd store,"faster bwd, more memory",2,False,32,16,100,40,0.8011216991009765,0.879182156133829,0.6357807769919886,0.7954545454545454,0.8257575757575758,417054.0015554299,2.114332675933838,85.7,2026-08-21T06:45:23.847569+00:00,0.0995451873716186,0.12459143382661483,0.11333294651087593,0.13018452682915857,0.1376898928600199,0.121069,"[0.0995451873716186, 0.12459143382661483, 0.11333294651087593, 0.13018452682915857, 0.1376898928600199]",,,,,
|
| 42 |
+
opt7_fused_store,opt7_fused_lif_pool.py,d4193a1481bfb41d,2,0,--fused-bwd store,"faster bwd, more memory",2,False,32,16,100,41,0.8042375452013264,0.8847583643122676,0.5092882225007722,0.8106060606060606,0.8257575757575758,407663.10265837103,2.1120853424072266,87.8,2026-08-21T06:45:25.985858+00:00,0.0965542972964399,0.12383410027798485,0.10984717572436613,0.12650098081897287,0.13605785808142493,0.118559,"[0.0965542972964399, 0.12383410027798485, 0.10984717572436613, 0.12650098081897287, 0.13605785808142493]",,,,,
|
| 43 |
+
opt7_fused_store,opt7_fused_lif_pool.py,d4193a1481bfb41d,2,0,--fused-bwd store,"faster bwd, more memory",2,False,32,16,100,42,0.815330733597057,0.8903345724907064,0.5355061057842139,0.8181818181818182,0.8257575757575758,407648.23289027147,2.1147570610046387,89.9,2026-08-21T06:45:28.126623+00:00,0.0970214381814003,0.12179388149696238,0.11123225925599828,0.12943028176532073,0.14022963537889369,0.119941,"[0.0970214381814003, 0.12179388149696238, 0.11123225925599828, 0.12943028176532073, 0.14022963537889369]",,,,,
|
| 44 |
+
opt7_fused_store,opt7_fused_lif_pool.py,d4193a1481bfb41d,2,0,--fused-bwd store,"faster bwd, more memory",2,False,32,16,100,43,0.7635211270981118,0.9163568773234201,0.447195184953285,0.8674242424242424,0.8674242424242424,407334.66812782804,2.10856032371521,92.0,2026-08-21T06:45:30.276685+00:00,0.09737840820761288,0.12167306112892487,0.11048522197148379,0.12582154528183095,0.13161330450983608,0.117394,"[0.09737840820761288, 0.12167306112892487, 0.11048522197148379, 0.12582154528183095, 0.13161330450983608]",,,,,
|
| 45 |
+
opt7_fused_store,opt7_fused_lif_pool.py,d4193a1481bfb41d,2,0,--fused-bwd store,"faster bwd, more memory",2,False,32,16,100,44,0.7658849462700599,0.912639405204461,0.4319239358107249,0.8484848484848485,0.8674242424242424,408720.63815045246,2.113889455795288,94.1,2026-08-21T06:45:32.421507+00:00,0.09960715428871267,0.11856614885961309,0.11046727659071193,0.125663120080443,0.13174624916385202,0.11721,"[0.09960715428871267, 0.11856614885961309, 0.11046727659071193, 0.125663120080443, 0.13174624916385202]",1,130.29,0.07651,95.0,7088.0
|
| 46 |
+
opt7_fused_store,opt7_fused_lif_pool.py,d4193a1481bfb41d,2,0,--fused-bwd store,"faster bwd, more memory",2,False,32,16,100,45,0.7705751666349107,0.9163568773234201,0.4890430804454919,0.8143939393939394,0.8674242424242424,407632.53916855203,2.1151528358459473,96.2,2026-08-21T06:45:34.562732+00:00,0.09884711661759545,0.11975387352354386,0.10940652559785281,0.12440550765570473,0.12953270621159496,0.116389,"[0.09884711661759545, 0.11975387352354386, 0.10940652559785281, 0.12440550765570473, 0.12953270621159496]",,,,,
|
| 47 |
+
opt7_fused_store,opt7_fused_lif_pool.py,d4193a1481bfb41d,2,0,--fused-bwd store,"faster bwd, more memory",2,False,32,16,100,46,0.7381760520119649,0.9200743494423792,0.5310155279708632,0.8295454545454546,0.8674242424242424,407126.8076923077,2.1103951930999756,98.3,2026-08-21T06:45:36.698251+00:00,0.09895586047102423,0.12072834810789894,0.10627075635335025,0.12335209548473358,0.1326935712028952,0.1164,"[0.09895586047102423, 0.12072834810789894, 0.10627075635335025, 0.12335209548473358, 0.1326935712028952]",1,127.72,0.07487,91.0,7088.0
|
| 48 |
+
opt7_fused_store,opt7_fused_lif_pool.py,d4193a1481bfb41d,2,0,--fused-bwd store,"faster bwd, more memory",2,False,32,16,100,47,0.7444202040207873,0.9107806691449815,0.4900052204276576,0.8522727272727273,0.8674242424242424,404815.9681843891,2.1163313388824463,100.5,2026-08-21T06:45:38.840188+00:00,0.09743594816502403,0.12191242374041501,0.10636093905743431,0.12018618469729143,0.13296360391027787,0.115772,"[0.09743594816502403, 0.12191242374041501, 0.10636093905743431, 0.12018618469729143, 0.13296360391027787]",,,,,
|
| 49 |
+
opt7_fused_store,opt7_fused_lif_pool.py,d4193a1481bfb41d,2,0,--fused-bwd store,"faster bwd, more memory",2,False,32,16,100,48,0.7106211967627798,0.9405204460966543,0.3938431432752898,0.8636363636363636,0.8674242424242424,405010.6541289593,2.1081974506378174,102.6,2026-08-21T06:45:40.973709+00:00,0.099222394035143,0.12035057474585141,0.1025081224301282,0.12101998399285709,0.13247404510484023,0.115115,"[0.099222394035143, 0.12035057474585141, 0.1025081224301282, 0.12101998399285709, 0.13247404510484023]",,,,,
|
| 50 |
+
opt7_fused_store,opt7_fused_lif_pool.py,d4193a1481bfb41d,2,0,--fused-bwd store,"faster bwd, more memory",2,False,32,16,100,49,0.6852372649877044,0.949814126394052,0.3340540781165614,0.8977272727272727,0.8977272727272727,405388.777290724,2.114945411682129,104.7,2026-08-21T06:45:43.114653+00:00,0.09910385529784595,0.11888894000474144,0.10641470770625507,0.12190481143839219,0.13198082762606003,0.115659,"[0.09910385529784595, 0.11888894000474144, 0.10641470770625507, 0.12190481143839219, 0.13198082762606003]",1,126.11,0.07409,96.0,7088.0
|
| 51 |
+
opt7_fused_store,opt7_fused_lif_pool.py,d4193a1481bfb41d,2,0,--fused-bwd store,"faster bwd, more memory",2,False,32,16,100,50,0.6983737105773727,0.9312267657992565,0.4087146349025495,0.8787878787878788,0.8977272727272727,402718.33215497737,2.130247116088867,106.8,2026-08-21T06:45:45.276731+00:00,0.09916316235766691,0.11697674279703814,0.10464765482089099,0.12259558675920262,0.13753749517833486,0.116184,"[0.09916316235766691, 0.11697674279703814, 0.10464765482089099, 0.12259558675920262, 0.13753749517833486]",,,,,
|
| 52 |
+
opt7_fused_store,opt7_fused_lif_pool.py,d4193a1481bfb41d,2,0,--fused-bwd store,"faster bwd, more memory",2,False,32,16,100,51,0.7064217874108637,0.9405204460966543,0.45298635869315174,0.8636363636363636,0.8977272727272727,404685.20446832577,2.124830722808838,108.9,2026-08-21T06:45:47.431084+00:00,0.10087816724005867,0.11582060114425771,0.10428118179826175,0.12108133864753387,0.13420253466157353,0.115253,"[0.10087816724005867, 0.11582060114425771, 0.10428118179826175, 0.12108133864753387, 0.13420253466157353]",1,121.26,0.07157,95.0,7088.0
|
| 53 |
+
opt7_fused_store,opt7_fused_lif_pool.py,d4193a1481bfb41d,2,0,--fused-bwd store,"faster bwd, more memory",2,False,32,16,100,52,0.6866843252820153,0.949814126394052,0.31386527238470135,0.9128787878787878,0.9128787878787878,404706.97992081445,2.1234676837921143,111.1,2026-08-21T06:45:49.580448+00:00,0.09999995591009364,0.1181985749041333,0.1038433247629334,0.11830498628756579,0.12977429260225856,0.114024,"[0.09999995591009364, 0.1181985749041333, 0.1038433247629334, 0.11830498628756579, 0.12977429260225856]",,,,,
|
| 54 |
+
opt7_fused_store,opt7_fused_lif_pool.py,d4193a1481bfb41d,2,0,--fused-bwd store,"faster bwd, more memory",2,False,32,16,100,53,0.6930916867734774,0.9516728624535316,0.3597225420402758,0.9090909090909091,0.9128787878787878,395169.48571832577,2.130033493041992,113.2,2026-08-21T06:45:51.741691+00:00,0.09682201068190967,0.1154820730581003,0.10364124310367248,0.11894003126551123,0.1296443685012705,0.112906,"[0.09682201068190967, 0.1154820730581003, 0.10364124310367248, 0.11894003126551123, 0.1296443685012705]",,,,,
|
| 55 |
+
opt7_fused_store,opt7_fused_lif_pool.py,d4193a1481bfb41d,2,0,--fused-bwd store,"faster bwd, more memory",2,False,32,16,100,54,0.6717613727186692,0.9535315985130112,0.4776026371753577,0.8636363636363636,0.9128787878787878,396508.6291006787,2.1360983848571777,115.3,2026-08-21T06:45:53.904371+00:00,0.09542864780215655,0.11960403971812304,0.10338727560113459,0.11964941682184443,0.12706268096671386,0.113026,"[0.09542864780215655, 0.11960403971812304, 0.10338727560113459, 0.11964941682184443, 0.12706268096671386]",1,129.3,0.07672,95.5,7088.0
|
| 56 |
+
opt7_fused_store,opt7_fused_lif_pool.py,d4193a1481bfb41d,2,0,--fused-bwd store,"faster bwd, more memory",2,False,32,16,100,55,0.6646082926416929,0.9572490706319703,0.3127436479835799,0.928030303030303,0.928030303030303,397245.7734728507,2.141618251800537,117.5,2026-08-21T06:45:56.070592+00:00,0.0955979403327493,0.12044210556675405,0.10281174366965014,0.11793916584814296,0.13057070093996384,0.113472,"[0.0955979403327493, 0.12044210556675405, 0.10281174366965014, 0.11793916584814296, 0.13057070093996384]",,,,,
|
| 57 |
+
opt7_fused_store,opt7_fused_lif_pool.py,d4193a1481bfb41d,2,0,--fused-bwd store,"faster bwd, more memory",2,False,32,16,100,56,0.6466875415309211,0.9758364312267658,0.41685502208543546,0.8636363636363636,0.928030303030303,395184.98289027147,2.145172119140625,119.6,2026-08-21T06:45:58.246520+00:00,0.09541591256856918,0.11879471645635717,0.10257299595019397,0.11938176260274999,0.12871332291294546,0.112976,"[0.09541591256856918, 0.11879471645635717, 0.10257299595019397, 0.11938176260274999, 0.12871332291294546]",1,126.66,0.07547,95.5,7088.0
|
| 58 |
+
opt7_fused_store,opt7_fused_lif_pool.py,d4193a1481bfb41d,2,0,--fused-bwd store,"faster bwd, more memory",2,False,32,16,100,57,0.6586932599766103,0.9684014869888475,0.29382778523546277,0.9318181818181818,0.9318181818181818,396865.42222850677,2.1497890949249268,121.8,2026-08-21T06:46:00.422124+00:00,0.0966035197762882,0.11823798409279655,0.10188606512897155,0.12002670940230875,0.13478967021493352,0.114309,"[0.0966035197762882, 0.11823798409279655, 0.10188606512897155, 0.12002670940230875, 0.13478967021493352]",,,,,
|
| 59 |
+
opt7_fused_store,opt7_fused_lif_pool.py,d4193a1481bfb41d,2,0,--fused-bwd store,"faster bwd, more memory",2,False,32,16,100,58,0.6787663139818326,0.9479553903345725,0.3361662079890569,0.9242424242424242,0.9318181818181818,394443.0289875566,2.150561809539795,123.9,2026-08-21T06:46:02.603234+00:00,0.09682968784781064,0.11787459692534279,0.09788407166214551,0.11731744163176593,0.12705746862818212,0.111393,"[0.09682968784781064, 0.11787459692534279, 0.09788407166214551, 0.11731744163176593, 0.12705746862818212]",1,125.22,0.0748,95.5,7088.0
|
| 60 |
+
opt7_fused_store,opt7_fused_lif_pool.py,d4193a1481bfb41d,2,0,--fused-bwd store,"faster bwd, more memory",2,False,32,16,100,59,0.6716890137878049,0.966542750929368,0.4206141901738716,0.8901515151515151,0.9318181818181818,395009.79708710406,2.15598464012146,126.1,2026-08-21T06:46:04.783874+00:00,0.09614043989602257,0.11884909780586467,0.1001341693541583,0.1158391609787941,0.12769536849330454,0.111732,"[0.09614043989602257, 0.11884909780586467, 0.1001341693541583, 0.1158391609787941, 0.12769536849330454]",,,,,
|
| 61 |
+
opt7_fused_store,opt7_fused_lif_pool.py,d4193a1481bfb41d,2,0,--fused-bwd store,"faster bwd, more memory",2,False,32,16,100,60,0.6784190872344829,0.9516728624535316,0.2841404513879256,0.9204545454545454,0.9318181818181818,395509.7183257919,2.1593997478485107,128.2,2026-08-21T06:46:06.968801+00:00,0.09760989467887317,0.1170414677437614,0.09864369429209653,0.11647710467086118,0.12902217577485478,0.111759,"[0.09760989467887317, 0.1170414677437614, 0.09864369429209653, 0.11647710467086118, 0.12902217577485478]",,,,,
|
| 62 |
+
opt7_fused_store,opt7_fused_lif_pool.py,d4193a1481bfb41d,2,0,--fused-bwd store,"faster bwd, more memory",2,False,32,16,100,61,0.6730359409378364,0.9516728624535316,0.3339648838296081,0.9242424242424242,0.9318181818181818,394357.02262443444,2.1551716327667236,130.4,2026-08-21T06:46:09.149801+00:00,0.09821029577185125,0.11487250468310188,0.09836657301468008,0.11659514641060549,0.12802431337973652,0.111214,"[0.09821029577185125, 0.11487250468310188, 0.09836657301468008, 0.11659514641060549, 0.12802431337973652]",1,127.51,0.07633,95.0,7088.0
|
| 63 |
+
opt7_fused_store,opt7_fused_lif_pool.py,d4193a1481bfb41d,2,0,--fused-bwd store,"faster bwd, more memory",2,False,32,16,100,62,0.6625558004946513,0.9572490706319703,0.3072232202146993,0.9242424242424242,0.9318181818181818,389792.42901583714,2.162402629852295,132.5,2026-08-21T06:46:11.340364+00:00,0.09663941535879583,0.11446592080242493,0.09714843420421376,0.11501211848329096,0.12833635859629688,0.11032,"[0.09663941535879583, 0.11446592080242493, 0.09714843420421376, 0.11501211848329096, 0.12833635859629688]",,,,,
|
| 64 |
+
opt7_fused_store,opt7_fused_lif_pool.py,d4193a1481bfb41d,2,0,--fused-bwd store,"faster bwd, more memory",2,False,32,16,100,63,0.6502417489941679,0.9739776951672863,0.3170484028982394,0.9356060606060606,0.9356060606060606,388916.17180429865,2.1534414291381836,134.7,2026-08-21T06:46:13.520401+00:00,0.09614007218795664,0.11381798412869959,0.09833457627717186,0.11664503111558802,0.1300567528780769,0.110999,"[0.09614007218795664, 0.11381798412869959, 0.09833457627717186, 0.11664503111558802, 0.1300567528780769]",1,131.03,0.07838,95.0,7088.0
|
| 65 |
+
opt7_fused_store,opt7_fused_lif_pool.py,d4193a1481bfb41d,2,0,--fused-bwd store,"faster bwd, more memory",2,False,32,16,100,64,0.6516590187097571,0.966542750929368,0.3172414903387879,0.9204545454545454,0.9356060606060606,382874.2774321267,2.1603503227233887,136.9,2026-08-21T06:46:15.711183+00:00,0.09425560691777397,0.11334192971972858,0.09587533947299509,0.11436416559359606,0.129768786184928,0.109521,"[0.09425560691777397, 0.11334192971972858, 0.09587533947299509, 0.11436416559359606, 0.129768786184928]",,,,,
|
| 66 |
+
opt7_fused_store,opt7_fused_lif_pool.py,d4193a1481bfb41d,2,0,--fused-bwd store,"faster bwd, more memory",2,False,32,16,100,65,0.6347374156062044,0.9739776951672863,0.30580428287838446,0.9128787878787878,0.9356060606060606,384104.07607466064,2.153549909591675,139.0,2026-08-21T06:46:17.891715+00:00,0.0953521728515625,0.11185928828576032,0.09737997984184939,0.11211376067470102,0.12871199407998254,0.109083,"[0.0953521728515625, 0.11185928828576032, 0.09737997984184939, 0.11211376067470102, 0.12871199407998254]",1,129.96,0.07774,96.0,7088.0
|
| 67 |
+
opt7_fused_store,opt7_fused_lif_pool.py,d4193a1481bfb41d,2,0,--fused-bwd store,"faster bwd, more memory",2,False,32,16,100,66,0.6207583480164908,0.9814126394052045,0.28197905985694943,0.928030303030303,0.9356060606060606,385519.17845022626,2.145411252975464,141.2,2026-08-21T06:46:20.063659+00:00,0.09628312114407034,0.11186771401587654,0.09667014418279424,0.11087699848062851,0.12716151861583486,0.108572,"[0.09628312114407034, 0.11186771401587654, 0.09667014418279424, 0.11087699848062851, 0.12716151861583486]",,,,,
|
| 68 |
+
opt7_fused_store,opt7_fused_lif_pool.py,d4193a1481bfb41d,2,0,--fused-bwd store,"faster bwd, more memory",2,False,32,16,100,67,0.6035633592357422,0.9944237918215614,0.28450954660321726,0.9318181818181818,0.9356060606060606,387316.8774038462,2.1438148021698,143.3,2026-08-21T06:46:22.233616+00:00,0.09621266976875417,0.11310728201094795,0.09757727253086426,0.11203839366926867,0.12940141909262715,0.109667,"[0.09621266976875417, 0.11310728201094795, 0.09757727253086426, 0.11203839366926867, 0.12940141909262715]",1,132.3,0.07879,96.5,7088.0
|
| 69 |
+
opt7_fused_store,opt7_fused_lif_pool.py,d4193a1481bfb41d,2,0,--fused-bwd store,"faster bwd, more memory",2,False,32,16,100,68,0.6109466741076189,0.9869888475836431,0.34417049993168225,0.9204545454545454,0.9356060606060606,386942.64606900455,2.1444880962371826,145.4,2026-08-21T06:46:24.404676+00:00,0.09652912397595013,0.11203968349625082,0.09801685547127444,0.11097717328983195,0.12812682635643902,0.109138,"[0.09652912397595013, 0.11203968349625082, 0.09801685547127444, 0.11097717328983195, 0.12812682635643902]",,,,,
|
| 70 |
+
opt7_fused_store,opt7_fused_lif_pool.py,d4193a1481bfb41d,2,0,--fused-bwd store,"faster bwd, more memory",2,False,32,16,100,69,0.6155771761578698,0.983271375464684,0.30786638074752054,0.9128787878787878,0.9356060606060606,386299.72808257915,2.14216685295105,147.6,2026-08-21T06:46:26.586449+00:00,0.09703927969231325,0.11092283532899969,0.09670324974200305,0.1120545737007085,0.12884150357807383,0.109112,"[0.09703927969231325, 0.11092283532899969, 0.09670324974200305, 0.1120545737007085, 0.12884150357807383]",,,,,
|
| 71 |
+
opt7_fused_store,opt7_fused_lif_pool.py,d4193a1481bfb41d,2,0,--fused-bwd store,"faster bwd, more memory",2,False,32,16,100,70,0.6059393665604432,0.983271375464684,0.2535370391878215,0.9318181818181818,0.9356060606060606,388942.95871040726,2.1343884468078613,149.7,2026-08-21T06:46:28.747294+00:00,0.09728476843413185,0.1135332794750438,0.09574565116096945,0.11124129111275953,0.12888593358152053,0.109338,"[0.09728476843413185, 0.1135332794750438, 0.09574565116096945, 0.11124129111275953, 0.12888593358152053]",1,130.03,0.07709,95.5,7088.0
|
| 72 |
+
opt7_fused_store,opt7_fused_lif_pool.py,d4193a1481bfb41d,2,0,--fused-bwd store,"faster bwd, more memory",2,False,32,16,100,71,0.6109723991620939,0.9869888475836431,0.330734623652516,0.9166666666666666,0.9356060606060606,385189.7477375566,2.1298439502716064,151.9,2026-08-21T06:46:30.902997+00:00,0.0963580468121697,0.11221528929822586,0.09517085683696411,0.11035708732464734,0.1275651340975481,0.108333,"[0.0963580468121697, 0.11221528929822586, 0.09517085683696411, 0.11035708732464734, 0.1275651340975481]",,,,,
|
| 73 |
+
opt7_fused_store,opt7_fused_lif_pool.py,d4193a1481bfb41d,2,0,--fused-bwd store,"faster bwd, more memory",2,False,32,16,100,72,0.6239160476564032,0.9758364312267658,0.29794039283737994,0.928030303030303,0.9356060606060606,386987.72765837103,2.132016897201538,154.0,2026-08-21T06:46:33.060290+00:00,0.09676361741388545,0.11269183325416901,0.09601821794229395,0.11043098086819929,0.12673368524102605,0.108528,"[0.09676361741388545, 0.11269183325416901, 0.09601821794229395, 0.11043098086819929, 0.12673368524102605]",1,135.88,0.08047,96.0,7088.0
|
| 74 |
+
opt7_fused_store,opt7_fused_lif_pool.py,d4193a1481bfb41d,2,0,--fused-bwd store,"faster bwd, more memory",2,False,32,16,100,73,0.6072667407280451,0.983271375464684,0.2743220715360208,0.9356060606060606,0.9356060606060606,387157.83003393665,2.1276633739471436,156.1,2026-08-21T06:46:35.212821+00:00,0.09708165114416796,0.11287749909302768,0.09517746988464804,0.10860766777220894,0.1253401295227163,0.107817,"[0.09708165114416796, 0.11287749909302768, 0.09517746988464804, 0.10860766777220894, 0.1253401295227163]",,,,,
|
| 75 |
+
opt7_fused_store,opt7_fused_lif_pool.py,d4193a1481bfb41d,2,0,--fused-bwd store,"faster bwd, more memory",2,False,32,16,100,74,0.6107589746496491,0.9776951672862454,0.2821368949882912,0.928030303030303,0.9356060606060606,384856.82734728506,2.1239593029022217,158.2,2026-08-21T06:46:37.361378+00:00,0.09647881151998744,0.11216813851805295,0.09445152607034235,0.1091608646161416,0.12719162159106312,0.10789,"[0.09647881151998744, 0.11216813851805295, 0.09445152607034235, 0.1091608646161416, 0.12719162159106312]",1,132.93,0.07843,95.5,7088.0
|
| 76 |
+
opt7_fused_store,opt7_fused_lif_pool.py,d4193a1481bfb41d,2,0,--fused-bwd store,"faster bwd, more memory",2,False,32,16,100,75,0.6169012838136751,0.9814126394052045,0.26948492567647586,0.9393939393939394,0.9393939393939394,386050.4623868778,2.123819589614868,160.4,2026-08-21T06:46:39.511524+00:00,0.0966755804770133,0.11237722109345828,0.09542778967057958,0.10949696030686884,0.12791874391191146,0.108379,"[0.0966755804770133, 0.11237722109345828, 0.09542778967057958, 0.10949696030686884, 0.12791874391191146]",,,,,
|
| 77 |
+
opt7_fused_store,opt7_fused_lif_pool.py,d4193a1481bfb41d,2,0,--fused-bwd store,"faster bwd, more memory",2,False,32,16,100,76,0.5987595842673433,0.9907063197026023,0.27352979576045816,0.9318181818181818,0.9393939393939394,384176.70305429865,2.119094133377075,162.5,2026-08-21T06:46:41.663549+00:00,0.09662738135632347,0.11101496745558347,0.09488276874317843,0.1092121289933429,0.12530144786133485,0.107408,"[0.09662738135632347, 0.11101496745558347, 0.09488276874317843, 0.1092121289933429, 0.12530144786133485]",,,,,
|
| 78 |
+
opt7_fused_store,opt7_fused_lif_pool.py,d4193a1481bfb41d,2,0,--fused-bwd store,"faster bwd, more memory",2,False,32,16,100,77,0.5933684057462614,0.9888475836431226,0.28571642393415625,0.946969696969697,0.946969696969697,384195.73472850677,2.1236634254455566,164.6,2026-08-21T06:46:43.813230+00:00,0.09657916821101133,0.1110172499628628,0.0949319443281959,0.10982765345012441,0.12670905362157261,0.107813,"[0.09657916821101133, 0.1110172499628628, 0.0949319443281959, 0.10982765345012441, 0.12670905362157261]",1,129.79,0.07656,95.0,7088.0
|
| 79 |
+
opt7_fused_store,opt7_fused_lif_pool.py,d4193a1481bfb41d,2,0,--fused-bwd store,"faster bwd, more memory",2,False,32,16,100,78,0.5957158972339559,0.9925650557620818,0.2951302903168129,0.928030303030303,0.946969696969697,386715.05288461543,2.125383138656616,166.7,2026-08-21T06:46:45.970204+00:00,0.09722424386178746,0.11214537962394602,0.09496791748439565,0.10964817071662229,0.1252581222968943,0.107849,"[0.09722424386178746, 0.11214537962394602, 0.09496791748439565, 0.10964817071662229, 0.1252581222968943]",,,,,
|
| 80 |
+
opt7_fused_store,opt7_fused_lif_pool.py,d4193a1481bfb41d,2,0,--fused-bwd store,"faster bwd, more memory",2,False,32,16,100,79,0.6060347206973675,0.983271375464684,0.2851867973804474,0.9393939393939394,0.946969696969697,385088.69555995474,2.120539426803589,168.9,2026-08-21T06:46:48.117070+00:00,0.09704894879285027,0.11095925858792137,0.09486738680040135,0.10986866801977158,0.12631506954922395,0.107812,"[0.09704894879285027, 0.11095925858792137, 0.09486738680040135, 0.10986866801977158, 0.12631506954922395]",1,106.64,0.06282,96.0,7088.0
|
| 81 |
+
opt7_fused_store,opt7_fused_lif_pool.py,d4193a1481bfb41d,2,0,--fused-bwd store,"faster bwd, more memory",2,False,32,16,100,80,0.5960436053435598,0.9851301115241635,0.2866519589089986,0.928030303030303,0.946969696969697,383769.4481052036,2.1222286224365234,171.0,2026-08-21T06:46:50.266250+00:00,0.09673829814966987,0.11051495636210722,0.09447732041863834,0.10994516356902964,0.1254435584825628,0.107424,"[0.09673829814966987, 0.11051495636210722, 0.09447732041863834, 0.10994516356902964, 0.1254435584825628]",,,,,
|
| 82 |
+
opt7_fused_store,opt7_fused_lif_pool.py,d4193a1481bfb41d,2,0,--fused-bwd store,"faster bwd, more memory",2,False,32,16,100,81,0.5928418044707146,0.9944237918215614,0.28892753024895984,0.928030303030303,0.946969696969697,382232.3713235294,2.1218044757843018,173.1,2026-08-21T06:46:52.414732+00:00,0.09644054840592776,0.10959874137359507,0.09461742858676349,0.10968704171040479,0.12649510274915135,0.107368,"[0.09644054840592776, 0.10959874137359507, 0.09461742858676349, 0.10968704171040479, 0.12649510274915135]",,,,,
|
| 83 |
+
opt7_fused_store,opt7_fused_lif_pool.py,d4193a1481bfb41d,2,0,--fused-bwd store,"faster bwd, more memory",2,False,32,16,100,82,0.5906937197681696,0.9907063197026023,0.2557307757211454,0.9431818181818182,0.946969696969697,386567.1551187783,2.125776767730713,175.2,2026-08-21T06:46:54.565449+00:00,0.09693928501185249,0.11256785164861118,0.09502110016696594,0.10946868140907849,0.12556010484695435,0.107911,"[0.09693928501185249, 0.11256785164861118, 0.09502110016696594, 0.10946868140907849, 0.12556010484695435]",1,134.57,0.07946,96.0,7088.0
|
| 84 |
+
opt7_fused_store,opt7_fused_lif_pool.py,d4193a1481bfb41d,2,0,--fused-bwd store,"faster bwd, more memory",2,False,32,16,100,83,0.5904445424398969,0.9944237918215614,0.26120318494962924,0.9393939393939394,0.946969696969697,383655.08003393665,2.127781867980957,177.3,2026-08-21T06:46:56.719641+00:00,0.0970616984893294,0.11004237699158051,0.09418333497117548,0.10895528337534736,0.12380594804006465,0.10681,"[0.0970616984893294, 0.11004237699158051, 0.09418333497117548, 0.10895528337534736, 0.12380594804006465]",,,,,
|
| 85 |
+
opt7_fused_store,opt7_fused_lif_pool.py,d4193a1481bfb41d,2,0,--fused-bwd store,"faster bwd, more memory",2,False,32,16,100,84,0.5876950583936557,0.9907063197026023,0.2910211289470846,0.9318181818181818,0.946969696969697,384029.41600678733,2.1258203983306885,179.5,2026-08-21T06:46:58.871468+00:00,0.09733928038793452,0.11009412127382615,0.09363703079083387,0.1091842730255688,0.12312753630035064,0.106676,"[0.09733928038793452, 0.11009412127382615, 0.09363703079083387, 0.1091842730255688, 0.12312753630035064]",1,134.29,0.0793,96.5,7088.0
|
| 86 |
+
opt7_fused_store,opt7_fused_lif_pool.py,d4193a1481bfb41d,2,0,--fused-bwd store,"faster bwd, more memory",2,False,32,16,100,85,0.5941739013647058,0.9944237918215614,0.27217526237169903,0.9507575757575758,0.9507575757575758,384956.82409502263,2.125500440597534,181.6,2026-08-21T06:47:01.022890+00:00,0.09727643824675504,0.11090296024785322,0.09390486776828766,0.10961710749303594,0.12478625599075766,0.107298,"[0.09727643824675504, 0.11090296024785322, 0.09390486776828766, 0.10961710749303594, 0.12478625599075766]",,,,,
|
| 87 |
+
opt7_fused_store,opt7_fused_lif_pool.py,d4193a1481bfb41d,2,0,--fused-bwd store,"faster bwd, more memory",2,False,32,16,100,86,0.5863459872490412,0.9944237918215614,0.2753205820918083,0.9318181818181818,0.9507575757575758,384562.9431561086,2.128974199295044,183.7,2026-08-21T06:47:03.182752+00:00,0.09701205614735098,0.11085034030325272,0.09470629209981245,0.10811103968059316,0.12393540669890012,0.106923,"[0.09701205614735098, 0.11085034030325272, 0.09470629209981245, 0.10811103968059316, 0.12393540669890012]",1,131.28,0.07764,98.0,7088.0
|
| 88 |
+
opt7_fused_store,opt7_fused_lif_pool.py,d4193a1481bfb41d,2,0,--fused-bwd store,"faster bwd, more memory",2,False,32,16,100,87,0.5849512443223407,0.9925650557620818,0.29061866122664826,0.9204545454545454,0.9507575757575758,385511.2514140272,2.1369316577911377,185.9,2026-08-21T06:47:05.351501+00:00,0.0976806532810716,0.1104076772051699,0.09426083766362246,0.1097751334309578,0.1271227843621198,0.107849,"[0.0976806532810716, 0.1104076772051699, 0.09426083766362246, 0.1097751334309578, 0.1271227843621198]",,,,,
|
| 89 |
+
opt7_fused_store,opt7_fused_lif_pool.py,d4193a1481bfb41d,2,0,--fused-bwd store,"faster bwd, more memory",2,False,32,16,100,88,0.580295556318361,0.9981412639405205,0.27945395333297324,0.9431818181818182,0.9507575757575758,382716.76173642534,2.1343894004821777,188.0,2026-08-21T06:47:07.519825+00:00,0.09743947798714918,0.10902721478658564,0.09318532181136749,0.10777727865120944,0.12522061388282216,0.10653,"[0.09743947798714918, 0.10902721478658564, 0.09318532181136749, 0.10777727865120944, 0.12522061388282216]",,,,,
|
| 90 |
+
opt7_fused_store,opt7_fused_lif_pool.py,d4193a1481bfb41d,2,0,--fused-bwd store,"faster bwd, more memory",2,False,32,16,100,89,0.5844411444486739,0.9925650557620818,0.27423872008468164,0.9318181818181818,0.9507575757575758,384027.3795248869,2.1350042819976807,190.1,2026-08-21T06:47:09.681047+00:00,0.09729683004757937,0.11052005957154666,0.09315112583777484,0.10837573733399897,0.12316868673352634,0.106502,"[0.09729683004757937, 0.11052005957154666, 0.09315112583777484, 0.10837573733399897, 0.12316868673352634]",1,133.77,0.07933,97.0,7088.0
|
| 91 |
+
opt7_fused_store,opt7_fused_lif_pool.py,d4193a1481bfb41d,2,0,--fused-bwd store,"faster bwd, more memory",2,False,32,16,100,90,0.5809090735743924,0.9981412639405205,0.2742449781208327,0.9356060606060606,0.9507575757575758,383068.00791855203,2.1381123065948486,192.3,2026-08-21T06:47:11.845523+00:00,0.0970895478830618,0.10977504139437395,0.09336119408116621,0.10930065591545667,0.12632701414472916,0.107171,"[0.0970895478830618, 0.10977504139437395, 0.09336119408116621, 0.10930065591545667, 0.12632701414472916]",,,,,
|
| 92 |
+
opt7_fused_store,opt7_fused_lif_pool.py,d4193a1481bfb41d,2,0,--fused-bwd store,"faster bwd, more memory",2,False,32,16,100,91,0.5879503563877375,0.9888475836431226,0.2795553622823773,0.9356060606060606,0.9507575757575758,384549.48175904976,2.1421995162963867,194.4,2026-08-21T06:47:14.013741+00:00,0.09711839696940254,0.1111456927131204,0.09333873321028317,0.10939600493978052,0.1241800127660527,0.107036,"[0.09711839696940254, 0.1111456927131204, 0.09333873321028317, 0.10939600493978052, 0.1241800127660527]",1,129.39,0.07699,95.5,7088.0
|
| 93 |
+
opt7_fused_store,opt7_fused_lif_pool.py,d4193a1481bfb41d,2,0,--fused-bwd store,"faster bwd, more memory",2,False,32,16,100,92,0.588617151776211,0.9907063197026023,0.2862054497906656,0.9318181818181818,0.9507575757575758,384083.0991233032,2.1540238857269287,196.6,2026-08-21T06:47:16.193351+00:00,0.09700190232080572,0.1108207089059493,0.09352897063774221,0.10955361452172785,0.1240471198278315,0.10699,"[0.09700190232080572, 0.1108207089059493, 0.09352897063774221, 0.10955361452172785, 0.1240471198278315]",,,,,
|
| 94 |
+
opt7_fused_store,opt7_fused_lif_pool.py,d4193a1481bfb41d,2,0,--fused-bwd store,"faster bwd, more memory",2,False,32,16,100,93,0.5917042573588488,0.9962825278810409,0.29991476373238996,0.9242424242424242,0.9507575757575758,384123.1306561086,2.146965980529785,198.7,2026-08-21T06:47:18.365165+00:00,0.09731270197559805,0.11035218396607567,0.09340653042582904,0.1090651487602907,0.12500453959493077,0.107028,"[0.09731270197559805, 0.11035218396607567, 0.09340653042582904, 0.1090651487602907, 0.12500453959493077]",1,148.43,0.08852,98.5,7088.0
|
| 95 |
+
opt7_fused_store,opt7_fused_lif_pool.py,d4193a1481bfb41d,2,0,--fused-bwd store,"faster bwd, more memory",2,False,32,16,100,94,0.5917414369193151,0.9907063197026023,0.28215031280662073,0.9204545454545454,0.9507575757575758,383884.57607466064,2.1460671424865723,200.9,2026-08-21T06:47:20.535733+00:00,0.09698074004229378,0.11089468221454059,0.09313246476299622,0.10930940596496358,0.12501948808922486,0.107067,"[0.09698074004229378, 0.11089468221454059, 0.09313246476299622, 0.10930940596496358, 0.12501948808922486]",,,,,
|
| 96 |
+
opt7_fused_store,opt7_fused_lif_pool.py,d4193a1481bfb41d,2,0,--fused-bwd store,"faster bwd, more memory",2,False,32,16,100,95,0.5771251150223402,0.9981412639405205,0.26888138236421527,0.9318181818181818,0.9507575757575758,381948.11029411765,2.145937204360962,203.0,2026-08-21T06:47:22.706537+00:00,0.09694375798982732,0.1091315877788207,0.09331303177510991,0.10859693367691602,0.12361673221868627,0.10632,"[0.09694375798982732, 0.1091315877788207, 0.09331303177510991, 0.10859693367691602, 0.12361673221868627]",,,,,
|
| 97 |
+
opt7_fused_store,opt7_fused_lif_pool.py,d4193a1481bfb41d,2,0,--fused-bwd store,"faster bwd, more memory",2,False,32,16,100,96,0.589580525696056,0.9888475836431226,0.2777508535619938,0.9166666666666666,0.9507575757575758,384367.8703337104,2.150144100189209,205.2,2026-08-21T06:47:24.883164+00:00,0.09724371047580943,0.11045750099069931,0.09371915854075376,0.10989128754419439,0.12583062052726746,0.107428,"[0.09724371047580943, 0.11045750099069931, 0.09371915854075376, 0.10989128754419439, 0.12583062052726746]",1,129.01,0.07705,95.5,7088.0
|
| 98 |
+
opt7_fused_store,opt7_fused_lif_pool.py,d4193a1481bfb41d,2,0,--fused-bwd store,"faster bwd, more memory",2,False,32,16,100,97,0.5761981099068454,0.9981412639405205,0.27563577416268265,0.928030303030303,0.9507575757575758,382709.36170814483,2.1427667140960693,207.3,2026-08-21T06:47:27.051663+00:00,0.09704393849653356,0.10988169601734947,0.09291134117280736,0.1083461409982513,0.12463836371898651,0.106564,"[0.09704393849653356, 0.10988169601734947, 0.09291134117280736, 0.1083461409982513, 0.12463836371898651]",,,,,
|
| 99 |
+
opt7_fused_store,opt7_fused_lif_pool.py,d4193a1481bfb41d,2,0,--fused-bwd store,"faster bwd, more memory",2,False,32,16,100,98,0.5825211443422452,0.9907063197026023,0.29520855844020844,0.9356060606060606,0.9507575757575758,384214.66855203616,2.1418066024780273,209.4,2026-08-21T06:47:29.220452+00:00,0.09702350593665067,0.11072176212773603,0.09385159173432518,0.10959175930303686,0.12601441670866573,0.107441,"[0.09702350593665067, 0.11072176212773603, 0.09385159173432518, 0.10959175930303686, 0.12601441670866573]",1,117.56,0.06994,96.0,7088.0
|
| 100 |
+
opt7_fused_store,opt7_fused_lif_pool.py,d4193a1481bfb41d,2,0,--fused-bwd store,"faster bwd, more memory",2,False,32,16,100,99,0.5867503615560141,0.9944237918215614,0.27230481577642035,0.946969696969697,0.9507575757575758,383386.48515271494,2.1450793743133545,211.6,2026-08-21T06:47:31.390662+00:00,0.09708351466585607,0.1101442369468072,0.09335819938603569,0.10897153133855146,0.12495845293297488,0.106903,"[0.09708351466585607, 0.1101442369468072, 0.09335819938603569, 0.10897153133855146, 0.12495845293297488]",,,,,
|
| 101 |
+
opt7_fused_store,opt7_fused_lif_pool.py,d4193a1481bfb41d,2,0,--fused-bwd store,"faster bwd, more memory",2,False,32,16,100,100,0.5914414230332499,0.9869888475836431,0.2883783845287381,0.9242424242424242,0.9507575757575758,382766.64055429865,2.1454169750213623,213.7,2026-08-21T06:47:33.562100+00:00,0.09691742062568665,0.1100236260715653,0.0932444180635845,0.10836295564385022,0.12426450585617739,0.106563,"[0.09691742062568665, 0.1100236260715653, 0.0932444180635845, 0.10836295564385022, 0.12426450585617739]",1,88.5,0.05274,95.5,7088.0
|
opt7_fused_lif_pool/opt7_fused_store.epochs.jsonl
ADDED
|
@@ -0,0 +1,100 @@
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| 1 |
+
{"epoch": 1, "train_loss": 2.533166283568485, "train_acc": 0.4479553903345725, "test_loss": 3.85752289945429, "test_acc": 0.25, "best_acc": 0.25, "spike_rates": [0.09850042400991216, 0.1334717694450827, 0.15273906290531158, 0.17722435558543487, 0.1817811131477356], "spikes_per_sample": 451356.04906674207, "wall_time_s": 2.505966901779175, "timestamp": "2026-08-21T06:43:59.570087+00:00"}
|
| 2 |
+
{"epoch": 2, "train_loss": 1.9070194432283423, "train_acc": 0.4888475836431227, "test_loss": 1.6074784669009121, "test_acc": 0.4810606060606061, "best_acc": 0.4810606060606061, "spike_rates": [0.10681521410451215, 0.1462574452161789, 0.1655032433131162, 0.17968002312323628, 0.17331785314223347], "spikes_per_sample": 489148.3697680995, "wall_time_s": 2.065796375274658, "timestamp": "2026-08-21T06:44:01.667600+00:00"}
|
| 3 |
+
{"epoch": 3, "train_loss": 1.609240293945965, "train_acc": 0.533457249070632, "test_loss": 1.461183381803108, "test_acc": 0.5075757575757576, "best_acc": 0.5075757575757576, "spike_rates": [0.10690727742279277, 0.14656852010418386, 0.16605549875427694, 0.17194528351811803, 0.15585788032587836], "spikes_per_sample": 488795.8675056561, "wall_time_s": 2.0705032348632812, "timestamp": "2026-08-21T06:44:03.771414+00:00"}
|
| 4 |
+
{"epoch": 4, "train_loss": 1.3976344060720565, "train_acc": 0.570631970260223, "test_loss": 1.151431528004733, "test_acc": 0.5757575757575758, "best_acc": 0.5757575757575758, "spike_rates": [0.10577366457265966, 0.14651883963276358, 0.16472802267355077, 0.1691726200720843, 0.1530317418715533], "spikes_per_sample": 485286.5007070136, "wall_time_s": 2.082319736480713, "timestamp": "2026-08-21T06:44:05.885405+00:00"}
|
| 5 |
+
{"epoch": 5, "train_loss": 1.3893248184019749, "train_acc": 0.587360594795539, "test_loss": 1.096956168160294, "test_acc": 0.5909090909090909, "best_acc": 0.5909090909090909, "spike_rates": [0.10725421327001908, 0.1442795877947527, 0.1706401758334216, 0.1689189207904479, 0.15614118646172917], "spikes_per_sample": 489136.9666289593, "wall_time_s": 2.0776729583740234, "timestamp": "2026-08-21T06:44:07.994333+00:00"}
|
| 6 |
+
{"epoch": 6, "train_loss": 1.28581940507357, "train_acc": 0.6412639405204461, "test_loss": 1.1159447738618562, "test_acc": 0.6022727272727273, "best_acc": 0.6022727272727273, "spike_rates": [0.11942512147566851, 0.14470039658686695, 0.16664383604246027, 0.1708459941779866, 0.1590581352219862], "spikes_per_sample": 513282.16091628966, "wall_time_s": 2.076692819595337, "timestamp": "2026-08-21T06:44:10.102466+00:00"}
|
| 7 |
+
{"epoch": 7, "train_loss": 1.3410798594854134, "train_acc": 0.604089219330855, "test_loss": 1.2092505684404662, "test_acc": 0.5833333333333334, "best_acc": 0.6022727272727273, "spike_rates": [0.1215284856803277, 0.14325285571462967, 0.16104208108256846, 0.1721066481926862, 0.16330891672302694], "spikes_per_sample": 513440.47313348413, "wall_time_s": 2.082095146179199, "timestamp": "2026-08-21T06:44:12.216635+00:00"}
|
| 8 |
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{"epoch": 84, "train_loss": 0.5876950583936557, "train_acc": 0.9907063197026023, "test_loss": 0.2910211289470846, "test_acc": 0.9318181818181818, "best_acc": 0.946969696969697, "spike_rates": [0.09733928038793452, 0.11009412127382615, 0.09363703079083387, 0.1091842730255688, 0.12312753630035064], "spikes_per_sample": 384029.41600678733, "wall_time_s": 2.1258203983306885, "timestamp": "2026-08-21T06:46:58.871468+00:00"}
|
| 85 |
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{"epoch": 85, "train_loss": 0.5941739013647058, "train_acc": 0.9944237918215614, "test_loss": 0.27217526237169903, "test_acc": 0.9507575757575758, "best_acc": 0.9507575757575758, "spike_rates": [0.09727643824675504, 0.11090296024785322, 0.09390486776828766, 0.10961710749303594, 0.12478625599075766], "spikes_per_sample": 384956.82409502263, "wall_time_s": 2.125500440597534, "timestamp": "2026-08-21T06:47:01.022890+00:00"}
|
| 86 |
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{"epoch": 86, "train_loss": 0.5863459872490412, "train_acc": 0.9944237918215614, "test_loss": 0.2753205820918083, "test_acc": 0.9318181818181818, "best_acc": 0.9507575757575758, "spike_rates": [0.09701205614735098, 0.11085034030325272, 0.09470629209981245, 0.10811103968059316, 0.12393540669890012], "spikes_per_sample": 384562.9431561086, "wall_time_s": 2.128974199295044, "timestamp": "2026-08-21T06:47:03.182752+00:00"}
|
| 87 |
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{"epoch": 87, "train_loss": 0.5849512443223407, "train_acc": 0.9925650557620818, "test_loss": 0.29061866122664826, "test_acc": 0.9204545454545454, "best_acc": 0.9507575757575758, "spike_rates": [0.0976806532810716, 0.1104076772051699, 0.09426083766362246, 0.1097751334309578, 0.1271227843621198], "spikes_per_sample": 385511.2514140272, "wall_time_s": 2.1369316577911377, "timestamp": "2026-08-21T06:47:05.351501+00:00"}
|
| 88 |
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|
| 89 |
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{"epoch": 89, "train_loss": 0.5844411444486739, "train_acc": 0.9925650557620818, "test_loss": 0.27423872008468164, "test_acc": 0.9318181818181818, "best_acc": 0.9507575757575758, "spike_rates": [0.09729683004757937, 0.11052005957154666, 0.09315112583777484, 0.10837573733399897, 0.12316868673352634], "spikes_per_sample": 384027.3795248869, "wall_time_s": 2.1350042819976807, "timestamp": "2026-08-21T06:47:09.681047+00:00"}
|
| 90 |
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|
| 91 |
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{"epoch": 91, "train_loss": 0.5879503563877375, "train_acc": 0.9888475836431226, "test_loss": 0.2795553622823773, "test_acc": 0.9356060606060606, "best_acc": 0.9507575757575758, "spike_rates": [0.09711839696940254, 0.1111456927131204, 0.09333873321028317, 0.10939600493978052, 0.1241800127660527], "spikes_per_sample": 384549.48175904976, "wall_time_s": 2.1421995162963867, "timestamp": "2026-08-21T06:47:14.013741+00:00"}
|
| 92 |
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| 93 |
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| 94 |
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|
| 95 |
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|
| 96 |
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|
| 97 |
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{"epoch": 97, "train_loss": 0.5761981099068454, "train_acc": 0.9981412639405205, "test_loss": 0.27563577416268265, "test_acc": 0.928030303030303, "best_acc": 0.9507575757575758, "spike_rates": [0.09704393849653356, 0.10988169601734947, 0.09291134117280736, 0.1083461409982513, 0.12463836371898651], "spikes_per_sample": 382709.36170814483, "wall_time_s": 2.1427667140960693, "timestamp": "2026-08-21T06:47:27.051663+00:00"}
|
| 98 |
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{"epoch": 98, "train_loss": 0.5825211443422452, "train_acc": 0.9907063197026023, "test_loss": 0.29520855844020844, "test_acc": 0.9356060606060606, "best_acc": 0.9507575757575758, "spike_rates": [0.09702350593665067, 0.11072176212773603, 0.09385159173432518, 0.10959175930303686, 0.12601441670866573], "spikes_per_sample": 384214.66855203616, "wall_time_s": 2.1418066024780273, "timestamp": "2026-08-21T06:47:29.220452+00:00"}
|
| 99 |
+
{"epoch": 99, "train_loss": 0.5867503615560141, "train_acc": 0.9944237918215614, "test_loss": 0.27230481577642035, "test_acc": 0.946969696969697, "best_acc": 0.9507575757575758, "spike_rates": [0.09708351466585607, 0.1101442369468072, 0.09335819938603569, 0.10897153133855146, 0.12495845293297488], "spikes_per_sample": 383386.48515271494, "wall_time_s": 2.1450793743133545, "timestamp": "2026-08-21T06:47:31.390662+00:00"}
|
| 100 |
+
{"epoch": 100, "train_loss": 0.5914414230332499, "train_acc": 0.9869888475836431, "test_loss": 0.2883783845287381, "test_acc": 0.9242424242424242, "best_acc": 0.9507575757575758, "spike_rates": [0.09691742062568665, 0.1100236260715653, 0.0932444180635845, 0.10836295564385022, 0.12426450585617739], "spikes_per_sample": 382766.64055429865, "wall_time_s": 2.1454169750213623, "timestamp": "2026-08-21T06:47:33.562100+00:00"}
|
opt7_fused_lif_pool/opt7_fused_store.gpu_telemetry.csv
ADDED
|
@@ -0,0 +1,145 @@
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| 1 |
+
timestamp,index,utilization.gpu,utilization.memory,memory.used,memory.total,temperature.gpu,power.draw,clocks.sm
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| 2 |
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2026/08/21 06:44:51.293, 1, 100, 0, 3543, 15360, 76, 81.05, 825
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2026/08/21 06:44:56.351, 0, 97, 88, 3545, 15360, 81, 66.71, 750
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2026/08/21 06:44:56.366, 1, 97, 85, 3543, 15360, 75, 67.30, 990
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2026/08/21 06:45:01.422, 0, 96, 83, 3545, 15360, 79, 63.16, 975
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2026/08/21 06:45:01.443, 1, 95, 83, 3543, 15360, 74, 62.44, 1005
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2026/08/21 06:45:06.505, 0, 95, 85, 3545, 15360, 78, 65.53, 960
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| 77 |
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2026/08/21 06:45:06.521, 1, 95, 84, 3543, 15360, 72, 42.44, 1575
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2026/08/21 06:45:11.569, 0, 95, 85, 3545, 15360, 77, 65.53, 945
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2026/08/21 06:45:11.583, 1, 97, 91, 3543, 15360, 72, 72.45, 1050
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2026/08/21 06:45:16.640, 0, 97, 90, 3545, 15360, 76, 74.95, 900
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2026/08/21 06:45:16.658, 1, 96, 86, 3543, 15360, 71, 63.57, 1080
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2026/08/21 06:45:21.715, 0, 97, 94, 3545, 15360, 75, 64.65, 1320
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2026/08/21 06:45:21.732, 1, 99, 34, 3543, 15360, 70, 48.46, 1590
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2026/08/21 06:45:26.789, 0, 97, 87, 3545, 15360, 75, 64.55, 930
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2026/08/21 06:45:26.805, 1, 96, 87, 3543, 15360, 71, 58.03, 1095
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2026/08/21 06:45:31.869, 0, 95, 85, 3545, 15360, 75, 66.32, 945
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2026/08/21 06:45:31.885, 1, 95, 86, 3543, 15360, 71, 63.97, 1020
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2026/08/21 06:45:36.967, 1, 98, 34, 3543, 15360, 71, 65.48, 1005
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2026/08/21 06:45:42.020, 0, 96, 86, 3545, 15360, 75, 65.14, 990
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2026/08/21 06:45:42.039, 1, 96, 85, 3543, 15360, 72, 60.97, 1065
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2026/08/21 06:45:52.168, 0, 95, 84, 3545, 15360, 77, 65.04, 1065
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2026/08/21 06:46:07.407, 0, 95, 83, 3545, 15360, 79, 67.00, 795
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2026/08/21 06:46:17.566, 0, 96, 84, 3545, 15360, 78, 57.80, 870
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2026/08/21 06:47:33.682, 0, 97, 94, 3545, 15360, 76, 43.82, 1575
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2026/08/21 06:47:33.693, 1, 94, 0, 3543, 15360, 73, 44.68, 1590
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| 137 |
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2026/08/21 06:47:38.746, 1, 0, 0, 3, 15360, 70, 33.05, 375
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2026/08/21 06:47:43.811, 1, 0, 0, 3, 15360, 67, 12.54, 300
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2026/08/21 06:47:53.965, 0, 98, 88, 3547, 15360, 77, 59.67, 900
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2026/08/21 06:47:59.036, 0, 97, 94, 3547, 15360, 76, 64.20, 960
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| 145 |
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2026/08/21 06:47:59.048, 1, 0, 0, 3, 15360, 61, 11.25, 300
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opt7_fused_lif_pool/opt7_fused_store.summary.json
ADDED
|
@@ -0,0 +1,84 @@
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|
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|
|
|
|
| 1 |
+
{
|
| 2 |
+
"tag": "opt7_fused_store",
|
| 3 |
+
"script": "opt7_fused_lif_pool.py",
|
| 4 |
+
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|
| 5 |
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|
| 6 |
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|
| 7 |
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"note": "faster bwd, more memory",
|
| 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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"torch.distributed.run",
|
| 14 |
+
"--standalone",
|
| 15 |
+
"--nproc_per_node=2",
|
| 16 |
+
"/kaggle/temp/snn_runs/scripts/opt7_fused_lif_pool.py",
|
| 17 |
+
"--epochs",
|
| 18 |
+
"100",
|
| 19 |
+
"--batch-size",
|
| 20 |
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"32",
|
| 21 |
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"--num-bins",
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| 22 |
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"16",
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| 23 |
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"--event-eval",
|
| 24 |
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"--no-hf",
|
| 25 |
+
"--no-resume",
|
| 26 |
+
"--data-dir",
|
| 27 |
+
"/kaggle/temp/dvs128_data",
|
| 28 |
+
"--num-classes",
|
| 29 |
+
"11",
|
| 30 |
+
"--bench",
|
| 31 |
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"--fused-bwd",
|
| 32 |
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"store"
|
| 33 |
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],
|
| 34 |
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"flags": [
|
| 35 |
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| 36 |
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|
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|
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| 75 |
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},
|
| 76 |
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"driver_version": 1,
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| 77 |
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"zip": {
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| 78 |
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"name": "opt7_fused_store.zip",
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| 83 |
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| 84 |
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opt7_fused_lif_pool/opt7_fused_store.zip
ADDED
|
@@ -0,0 +1,3 @@
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|
| 1 |
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version https://git-lfs.github.com/spec/v1
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size 1444571364
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