add run opt5_bitpack_reg1e-5
Browse files- opt5_spkconv_bitpack/opt5_bitpack_reg1e-5.epochs.csv +101 -0
- opt5_spkconv_bitpack/opt5_bitpack_reg1e-5.epochs.jsonl +100 -0
- opt5_spkconv_bitpack/opt5_bitpack_reg1e-5.gpu_telemetry.csv +155 -0
- opt5_spkconv_bitpack/opt5_bitpack_reg1e-5.summary.json +86 -0
- opt5_spkconv_bitpack/opt5_bitpack_reg1e-5.zip +3 -0
opt5_spkconv_bitpack/opt5_bitpack_reg1e-5.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 |
+
opt5_bitpack_reg1e-5,opt5_spkconv_bitpack.py,b51deb6b2fb1ccc1,5,1,--spkconv-eval --spike-reg 1e-5,,2,False,32,16,100,1,2.5605766728908157,0.42936802973977695,2.312133687915224,0.25,0.25,445650.04227941175,2.8455581665039062,2.8,2026-08-21T12:26:36.001983+00:00,0.09680442117592868,0.1303568026598762,0.1551099419593811,0.17595909272923188,0.18662878257386825,0.148972,"[0.09680442117592868, 0.1303568026598762, 0.1551099419593811, 0.17595909272923188, 0.18662878257386825]",1,139.51,0.11027,95.5,5410.0
|
| 3 |
+
opt5_bitpack_reg1e-5,opt5_spkconv_bitpack.py,b51deb6b2fb1ccc1,5,1,--spkconv-eval --spike-reg 1e-5,,2,False,32,16,100,2,1.7778643741926738,0.45724907063197023,1.7687473658359412,0.42045454545454547,0.42045454545454547,484471.3450226244,2.4491665363311768,5.3,2026-08-21T12:26:38.481998+00:00,0.10608924706192578,0.14194994989563436,0.16768300883910237,0.1809790353564655,0.1799365948228275,0.155328,"[0.10608924706192578, 0.14194994989563436, 0.16768300883910237, 0.1809790353564655, 0.1799365948228275]",,,,,
|
| 4 |
+
opt5_bitpack_reg1e-5,opt5_spkconv_bitpack.py,b51deb6b2fb1ccc1,5,1,--spkconv-eval --spike-reg 1e-5,,2,False,32,16,100,3,1.6149635186425815,0.4944237918215613,1.799557115092422,0.42803030303030304,0.42803030303030304,491702.3197115385,2.4574685096740723,7.8,2026-08-21T12:26:40.973352+00:00,0.10928288759554133,0.14038545945111444,0.16992293736513922,0.18814104970763712,0.1872316423584433,0.158993,"[0.10928288759554133, 0.14038545945111444, 0.16992293736513922, 0.18814104970763712, 0.1872316423584433]",,,,,
|
| 5 |
+
opt5_bitpack_reg1e-5,opt5_spkconv_bitpack.py,b51deb6b2fb1ccc1,5,1,--spkconv-eval --spike-reg 1e-5,,2,False,32,16,100,4,1.5493620620784263,0.5390334572490706,1.42988459630446,0.48863636363636365,0.48863636363636365,494568.37584841624,2.4671430587768555,10.2,2026-08-21T12:26:43.472325+00:00,0.10935549350345836,0.1427883681129007,0.17133011800401352,0.18436818000148325,0.1811853989082224,0.157806,"[0.10935549350345836, 0.1427883681129007, 0.17133011800401352, 0.18436818000148325, 0.1811853989082224]",,,,,
|
| 6 |
+
opt5_bitpack_reg1e-5,opt5_spkconv_bitpack.py,b51deb6b2fb1ccc1,5,1,--spkconv-eval --spike-reg 1e-5,,2,False,32,16,100,5,1.5353391600364203,0.5427509293680297,1.6863524408051462,0.4810606060606061,0.48863636363636365,501328.5279977375,2.473325490951538,12.7,2026-08-21T12:26:45.979736+00:00,0.11179031782290515,0.1457283558214412,0.17040040738442364,0.1771247229155372,0.18174885213375092,0.157359,"[0.11179031782290515, 0.1457283558214412, 0.17040040738442364, 0.1771247229155372, 0.18174885213375092]",,,,,
|
| 7 |
+
opt5_bitpack_reg1e-5,opt5_spkconv_bitpack.py,b51deb6b2fb1ccc1,5,1,--spkconv-eval --spike-reg 1e-5,,2,False,32,16,100,6,1.4811346229567404,0.5892193308550185,1.2500686139771433,0.571969696969697,0.571969696969697,513362.0115950226,2.47694730758667,15.2,2026-08-21T12:26:48.481926+00:00,0.11728057309108622,0.14845013004892013,0.1680495072813595,0.16965527131276972,0.16724633995224447,0.154136,"[0.11728057309108622, 0.14845013004892013, 0.1680495072813595, 0.16965527131276972, 0.16724633995224447]",,,,,
|
| 8 |
+
opt5_bitpack_reg1e-5,opt5_spkconv_bitpack.py,b51deb6b2fb1ccc1,5,1,--spkconv-eval --spike-reg 1e-5,,2,False,32,16,100,7,1.4160777782418914,0.5985130111524164,1.4457569700298887,0.5492424242424242,0.571969696969697,533470.4711538461,2.4798266887664795,17.6,2026-08-21T12:26:50.995281+00:00,0.12492812293417313,0.14991791546344757,0.17085626633728251,0.17736452116685755,0.173002269338159,0.159214,"[0.12492812293417313, 0.14991791546344757, 0.17085626633728251, 0.17736452116685755, 0.173002269338159]",,,,,
|
| 9 |
+
opt5_bitpack_reg1e-5,opt5_spkconv_bitpack.py,b51deb6b2fb1ccc1,5,1,--spkconv-eval --spike-reg 1e-5,,2,False,32,16,100,8,1.308564541508274,0.6133828996282528,0.8145250208450087,0.6287878787878788,0.6287878787878788,529146.0427036199,2.4710538387298584,20.1,2026-08-21T12:26:53.491497+00:00,0.12290330012055005,0.15090312677271225,0.16942267645807826,0.1752985303892809,0.1628006126950769,0.156266,"[0.12290330012055005, 0.15090312677271225, 0.16942267645807826, 0.1752985303892809, 0.1628006126950769]",1,70.12,0.04813,95.0,2705.0
|
| 10 |
+
opt5_bitpack_reg1e-5,opt5_spkconv_bitpack.py,b51deb6b2fb1ccc1,5,1,--spkconv-eval --spike-reg 1e-5,,2,False,32,16,100,9,1.2372245722100637,0.6691449814126395,1.072842998938127,0.6325757575757576,0.6325757575757576,512949.6583710407,2.4527788162231445,22.6,2026-08-21T12:26:55.981618+00:00,0.1174871579689138,0.1489158132497002,0.16469259297146516,0.17306230261045344,0.16473421542083516,0.153778,"[0.1174871579689138, 0.1489158132497002, 0.16469259297146516, 0.17306230261045344, 0.16473421542083516]",,,,,
|
| 11 |
+
opt5_bitpack_reg1e-5,opt5_spkconv_bitpack.py,b51deb6b2fb1ccc1,5,1,--spkconv-eval --spike-reg 1e-5,,2,False,32,16,100,10,1.225602906875894,0.6635687732342007,0.8702842755751177,0.6553030303030303,0.6553030303030303,510244.0900735294,2.4488508701324463,25.0,2026-08-21T12:26:58.461115+00:00,0.1192596081425162,0.14404032686177423,0.16113539040088654,0.1771629926036386,0.16679301244371078,0.153678,"[0.1192596081425162, 0.14404032686177423, 0.16113539040088654, 0.1771629926036386, 0.16679301244371078]",1,143.81,0.09782,96.5,5410.0
|
| 12 |
+
opt5_bitpack_reg1e-5,opt5_spkconv_bitpack.py,b51deb6b2fb1ccc1,5,1,--spkconv-eval --spike-reg 1e-5,,2,False,32,16,100,11,1.27038699233399,0.6282527881040892,1.0905811082233081,0.5643939393939394,0.6553030303030303,510732.58554864256,2.4395928382873535,27.5,2026-08-21T12:27:00.933485+00:00,0.120083588449394,0.14477098163436442,0.15774662091451533,0.17537733912467957,0.16752911052283118,0.153102,"[0.120083588449394, 0.14477098163436442, 0.15774662091451533, 0.17537733912467957, 0.16752911052283118]",,,,,
|
| 13 |
+
opt5_bitpack_reg1e-5,opt5_spkconv_bitpack.py,b51deb6b2fb1ccc1,5,1,--spkconv-eval --spike-reg 1e-5,,2,False,32,16,100,12,1.2216941809565605,0.6654275092936803,0.6712180665045073,0.7234848484848485,0.7234848484848485,519217.3785350679,2.4239935874938965,29.9,2026-08-21T12:27:03.384124+00:00,0.12427895866772708,0.1452107771354563,0.15684237374978907,0.17339964736910427,0.16233233669224909,0.152413,"[0.12427895866772708, 0.1452107771354563, 0.15684237374978907, 0.17339964736910427, 0.16233233669224909]",1,127.56,0.08589,96.0,5410.0
|
| 14 |
+
opt5_bitpack_reg1e-5,opt5_spkconv_bitpack.py,b51deb6b2fb1ccc1,5,1,--spkconv-eval --spike-reg 1e-5,,2,False,32,16,100,13,1.1714143283305114,0.6970260223048327,0.7192563270077561,0.7121212121212122,0.7234848484848485,512167.81532805436,2.423720121383667,32.3,2026-08-21T12:27:05.841967+00:00,0.11931600377840154,0.14613782044719248,0.16044725740657134,0.1770461718825733,0.16447348629727082,0.153484,"[0.11931600377840154, 0.14613782044719248, 0.16044725740657134, 0.1770461718825733, 0.16447348629727082]",,,,,
|
| 15 |
+
opt5_bitpack_reg1e-5,opt5_spkconv_bitpack.py,b51deb6b2fb1ccc1,5,1,--spkconv-eval --spike-reg 1e-5,,2,False,32,16,100,14,1.1162270542414214,0.6988847583643123,0.8089665066112172,0.7045454545454546,0.7234848484848485,514623.40625,2.4128167629241943,34.7,2026-08-21T12:27:08.279902+00:00,0.11980553672594182,0.14640885591506958,0.16243026800015392,0.1779378380845575,0.16345932904411764,0.154008,"[0.11980553672594182, 0.14640885591506958, 0.16243026800015392, 0.1779378380845575, 0.16345932904411764]",1,126.05,0.08448,96.0,5410.0
|
| 16 |
+
opt5_bitpack_reg1e-5,opt5_spkconv_bitpack.py,b51deb6b2fb1ccc1,5,1,--spkconv-eval --spike-reg 1e-5,,2,False,32,16,100,15,1.1468072194592218,0.7267657992565055,0.7557951500921538,0.7045454545454546,0.7234848484848485,514679.91756221716,2.406998634338379,37.1,2026-08-21T12:27:10.712364+00:00,0.11986681249211817,0.1470280903227189,0.15954528836642995,0.18326050744337194,0.1743423325173995,0.156809,"[0.11986681249211817, 0.1470280903227189, 0.15954528836642995, 0.18326050744337194, 0.1743423325173995]",,,,,
|
| 17 |
+
opt5_bitpack_reg1e-5,opt5_spkconv_bitpack.py,b51deb6b2fb1ccc1,5,1,--spkconv-eval --spike-reg 1e-5,,2,False,32,16,100,16,1.1621361350481394,0.6933085501858736,0.9907564556959904,0.6742424242424242,0.7234848484848485,515240.34841628966,2.3987209796905518,39.5,2026-08-21T12:27:13.137075+00:00,0.12400877738700193,0.14210460115881526,0.15552558706087224,0.17746627944357254,0.16265304737231312,0.152352,"[0.12400877738700193, 0.14210460115881526, 0.15552558706087224, 0.17746627944357254, 0.16265304737231312]",1,128.68,0.08574,96.0,5410.0
|
| 18 |
+
opt5_bitpack_reg1e-5,opt5_spkconv_bitpack.py,b51deb6b2fb1ccc1,5,1,--spkconv-eval --spike-reg 1e-5,,2,False,32,16,100,17,1.1781510774974042,0.6970260223048327,1.3245941436651982,0.5378787878787878,0.7234848484848485,507591.52191742085,2.3919990062713623,41.9,2026-08-21T12:27:15.555341+00:00,0.1238283427322612,0.1381519927698023,0.1513853940893622,0.1705236356048023,0.1572237838717068,0.148223,"[0.1238283427322612, 0.1381519927698023, 0.1513853940893622, 0.1705236356048023, 0.1572237838717068]",,,,,
|
| 19 |
+
opt5_bitpack_reg1e-5,opt5_spkconv_bitpack.py,b51deb6b2fb1ccc1,5,1,--spkconv-eval --spike-reg 1e-5,,2,False,32,16,100,18,1.0750861362896886,0.7230483271375465,0.7493091677174424,0.7196969696969697,0.7234848484848485,505173.83922511316,2.4107422828674316,44.3,2026-08-21T12:27:17.991681+00:00,0.12232417043517618,0.1401650888078353,0.14948998128666596,0.16750660976942847,0.1588156687862733,0.14766,"[0.12232417043517618, 0.1401650888078353, 0.14948998128666596, 0.16750660976942847, 0.1588156687862733]",1,125.59,0.0841,97.5,5410.0
|
| 20 |
+
opt5_bitpack_reg1e-5,opt5_spkconv_bitpack.py,b51deb6b2fb1ccc1,5,1,--spkconv-eval --spike-reg 1e-5,,2,False,32,16,100,19,1.1025611600911307,0.7267657992565055,0.7667841044339266,0.7083333333333334,0.7234848484848485,511514.5564196833,2.389336109161377,46.7,2026-08-21T12:27:20.407328+00:00,0.12364748953019872,0.14273967550081365,0.1503230780363083,0.17045924856382258,0.16368688204709222,0.150171,"[0.12364748953019872, 0.14273967550081365, 0.1503230780363083, 0.17045924856382258, 0.16368688204709222]",,,,,
|
| 21 |
+
opt5_bitpack_reg1e-5,opt5_spkconv_bitpack.py,b51deb6b2fb1ccc1,5,1,--spkconv-eval --spike-reg 1e-5,,2,False,32,16,100,20,1.075258156180825,0.7230483271375465,0.8038027069785378,0.6742424242424242,0.7234848484848485,512308.54977375566,2.391768455505371,49.1,2026-08-21T12:27:22.823941+00:00,0.12433841386262108,0.14376972177449396,0.14725986123085022,0.16914807260036469,0.16887414543067708,0.150678,"[0.12433841386262108, 0.14376972177449396, 0.14725986123085022, 0.16914807260036469, 0.16887414543067708]",1,142.21,0.09448,96.5,5410.0
|
| 22 |
+
opt5_bitpack_reg1e-5,opt5_spkconv_bitpack.py,b51deb6b2fb1ccc1,5,1,--spkconv-eval --spike-reg 1e-5,,2,False,32,16,100,21,1.0630990339920867,0.7304832713754646,1.0818767800475613,0.6439393939393939,0.7234848484848485,503833.2498585973,2.3870184421539307,51.5,2026-08-21T12:27:25.236346+00:00,0.12294497209436753,0.1412188989274642,0.14310122062178218,0.16430542486555436,0.1613096007529427,0.146576,"[0.12294497209436753, 0.1412188989274642, 0.14310122062178218, 0.16430542486555436, 0.1613096007529427]",,,,,
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| 23 |
+
opt5_bitpack_reg1e-5,opt5_spkconv_bitpack.py,b51deb6b2fb1ccc1,5,1,--spkconv-eval --spike-reg 1e-5,,2,False,32,16,100,22,1.105050114894002,0.7193308550185874,0.8970394351265647,0.6818181818181818,0.7234848484848485,493043.6125565611,2.390167236328125,53.9,2026-08-21T12:27:27.658662+00:00,0.11804707479827545,0.1404194761725033,0.14464888239608092,0.160839104477097,0.15685935055508332,0.144163,"[0.11804707479827545, 0.1404194761725033, 0.14464888239608092, 0.160839104477097, 0.15685935055508332]",1,109.84,0.07293,97.5,5410.0
|
| 24 |
+
opt5_bitpack_reg1e-5,opt5_spkconv_bitpack.py,b51deb6b2fb1ccc1,5,1,--spkconv-eval --spike-reg 1e-5,,2,False,32,16,100,23,1.018737046692008,0.7565055762081785,0.682851948521354,0.7272727272727273,0.7272727272727273,495340.1981052036,2.3790507316589355,56.3,2026-08-21T12:27:30.063333+00:00,0.11984923964037615,0.14077440956059625,0.14259233983124003,0.15508732112014995,0.15402727442629197,0.142466,"[0.11984923964037615, 0.14077440956059625, 0.14259233983124003, 0.15508732112014995, 0.15402727442629197]",,,,,
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| 25 |
+
opt5_bitpack_reg1e-5,opt5_spkconv_bitpack.py,b51deb6b2fb1ccc1,5,1,--spkconv-eval --spike-reg 1e-5,,2,False,32,16,100,24,1.0108645879646216,0.7546468401486989,0.8456496560212338,0.6628787878787878,0.7272727272727273,488269.3071266968,2.3935189247131348,58.7,2026-08-21T12:27:32.487681+00:00,0.11735900053206612,0.13826642492238214,0.14362425926853628,0.15688729023232179,0.15446838122956894,0.142121,"[0.11735900053206612, 0.13826642492238214, 0.14362425926853628, 0.15688729023232179, 0.15446838122956894]",1,121.26,0.08062,92.0,5410.0
|
| 26 |
+
opt5_bitpack_reg1e-5,opt5_spkconv_bitpack.py,b51deb6b2fb1ccc1,5,1,--spkconv-eval --spike-reg 1e-5,,2,False,32,16,100,25,1.0682021663091439,0.7453531598513011,0.7254143519835039,0.6931818181818182,0.7272727272727273,482329.8525169683,2.383927345275879,61.0,2026-08-21T12:27:34.897861+00:00,0.11705636802841635,0.13441275410792408,0.14154953553396113,0.15504973863854127,0.16222612910410938,0.142059,"[0.11705636802841635, 0.13441275410792408, 0.14154953553396113, 0.15504973863854127, 0.16222612910410938]",,,,,
|
| 27 |
+
opt5_bitpack_reg1e-5,opt5_spkconv_bitpack.py,b51deb6b2fb1ccc1,5,1,--spkconv-eval --spike-reg 1e-5,,2,False,32,16,100,26,1.0347366780596594,0.7453531598513011,0.6684638478539207,0.696969696969697,0.7272727272727273,480835.3404977375,2.3897616863250732,63.4,2026-08-21T12:27:37.312914+00:00,0.11925929828601725,0.13157425645519705,0.1374979597680709,0.14790595717289867,0.15278958660714767,0.137805,"[0.11925929828601725, 0.13157425645519705, 0.1374979597680709, 0.14790595717289867, 0.15278958660714767]",1,128.24,0.08513,97.0,5410.0
|
| 28 |
+
opt5_bitpack_reg1e-5,opt5_spkconv_bitpack.py,b51deb6b2fb1ccc1,5,1,--spkconv-eval --spike-reg 1e-5,,2,False,32,16,100,27,0.9943208907173469,0.7602230483271375,0.7365752729502592,0.7045454545454546,0.7272727272727273,479349.45178167423,2.389084577560425,65.8,2026-08-21T12:27:39.727457+00:00,0.11797798644093906,0.13434321477132685,0.13498873044462764,0.14506250707542195,0.15127320149365595,0.136729,"[0.11797798644093906, 0.13434321477132685, 0.13498873044462764, 0.14506250707542195, 0.15127320149365595]",,,,,
|
| 29 |
+
opt5_bitpack_reg1e-5,opt5_spkconv_bitpack.py,b51deb6b2fb1ccc1,5,1,--spkconv-eval --spike-reg 1e-5,,2,False,32,16,100,28,1.0025779447590994,0.7769516728624535,0.6523878556309324,0.7386363636363636,0.7386363636363636,484312.4581447964,2.3931596279144287,68.2,2026-08-21T12:27:42.146540+00:00,0.11569861497949152,0.13990829446736505,0.1416595639551387,0.14867030873018153,0.14396016737994025,0.137979,"[0.11569861497949152, 0.13990829446736505, 0.1416595639551387, 0.14867030873018153, 0.14396016737994025]",1,132.15,0.08785,96.5,5410.0
|
| 30 |
+
opt5_bitpack_reg1e-5,opt5_spkconv_bitpack.py,b51deb6b2fb1ccc1,5,1,--spkconv-eval --spike-reg 1e-5,,2,False,32,16,100,29,0.9726498612240788,0.7713754646840149,0.7384703159332275,0.7045454545454546,0.7386363636363636,481801.23388009047,2.3978869915008545,70.6,2026-08-21T12:27:44.574909+00:00,0.11546739278470769,0.13800755493781147,0.14184872543110566,0.14773123579866745,0.14251253359458027,0.137113,"[0.11546739278470769, 0.13800755493781147, 0.14184872543110566, 0.14773123579866745, 0.14251253359458027]",,,,,
|
| 31 |
+
opt5_bitpack_reg1e-5,opt5_spkconv_bitpack.py,b51deb6b2fb1ccc1,5,1,--spkconv-eval --spike-reg 1e-5,,2,False,32,16,100,30,0.9551676578238107,0.7695167286245354,0.5960978368918101,0.75,0.75,469871.76088800904,2.3983821868896484,73.0,2026-08-21T12:27:46.998769+00:00,0.11584188131725087,0.13108389693147995,0.13238157331943512,0.14356032978085911,0.1491172410109464,0.134397,"[0.11584188131725087, 0.13108389693147995, 0.13238157331943512, 0.14356032978085911, 0.1491172410109464]",,,,,
|
| 32 |
+
opt5_bitpack_reg1e-5,opt5_spkconv_bitpack.py,b51deb6b2fb1ccc1,5,1,--spkconv-eval --spike-reg 1e-5,,2,False,32,16,100,31,0.9554252050623131,0.7769516728624535,0.5716875683177601,0.7765151515151515,0.7765151515151515,469224.09375,2.3939526081085205,75.4,2026-08-21T12:27:49.423378+00:00,0.11716824331704308,0.1277280940729029,0.13315655466388254,0.14138973022208495,0.14521925940233119,0.132932,"[0.11716824331704308, 0.1277280940729029, 0.13315655466388254, 0.14138973022208495, 0.14521925940233119]",,,,,
|
| 33 |
+
opt5_bitpack_reg1e-5,opt5_spkconv_bitpack.py,b51deb6b2fb1ccc1,5,1,--spkconv-eval --spike-reg 1e-5,,2,False,32,16,100,32,0.920416049133003,0.8141263940520446,0.6679933125322516,0.6893939393939394,0.7765151515151515,470150.39408936654,2.3991758823394775,77.8,2026-08-21T12:27:51.853378+00:00,0.11414269182611914,0.13230680367525885,0.13653725648627563,0.14649524846497705,0.14879016139928034,0.135654,"[0.11414269182611914, 0.13230680367525885, 0.13653725648627563, 0.14649524846497705, 0.14879016139928034]",,,,,
|
| 34 |
+
opt5_bitpack_reg1e-5,opt5_spkconv_bitpack.py,b51deb6b2fb1ccc1,5,1,--spkconv-eval --spike-reg 1e-5,,2,False,32,16,100,33,0.944165524496908,0.79182156133829,0.9076041308316317,0.6477272727272727,0.7765151515151515,465445.58201357466,2.4130730628967285,80.2,2026-08-21T12:27:54.292086+00:00,0.11263942937640582,0.12998853799174814,0.1372064141666188,0.15028324109666488,0.15244170672753277,0.136512,"[0.11263942937640582, 0.12998853799174814, 0.1372064141666188, 0.15028324109666488, 0.15244170672753277]",1,134.09,0.08988,96.0,5410.0
|
| 35 |
+
opt5_bitpack_reg1e-5,opt5_spkconv_bitpack.py,b51deb6b2fb1ccc1,5,1,--spkconv-eval --spike-reg 1e-5,,2,False,32,16,100,34,0.936447899137731,0.8141263940520446,0.6358187343135024,0.7462121212121212,0.7765151515151515,464734.60746606335,2.4117813110351562,82.6,2026-08-21T12:27:56.729245+00:00,0.10950581773239024,0.13341163449427662,0.14150592158822453,0.15040272123673382,0.15264519786133485,0.137494,"[0.10950581773239024, 0.13341163449427662, 0.14150592158822453, 0.15040272123673382, 0.15264519786133485]",,,,,
|
| 36 |
+
opt5_bitpack_reg1e-5,opt5_spkconv_bitpack.py,b51deb6b2fb1ccc1,5,1,--spkconv-eval --spike-reg 1e-5,,2,False,32,16,100,35,0.9179958286781736,0.8085501858736059,0.86045011065223,0.6856060606060606,0.7765151515151515,455727.4186934389,2.4107418060302734,85.0,2026-08-21T12:27:59.165270+00:00,0.10727458491044886,0.13160419639419108,0.13855436531936421,0.14413624125368454,0.14497280559119055,0.133308,"[0.10727458491044886, 0.13160419639419108, 0.13855436531936421, 0.14413624125368454, 0.14497280559119055]",1,130.64,0.08748,96.5,5410.0
|
| 37 |
+
opt5_bitpack_reg1e-5,opt5_spkconv_bitpack.py,b51deb6b2fb1ccc1,5,1,--spkconv-eval --spike-reg 1e-5,,2,False,32,16,100,36,0.9507023011884724,0.7955390334572491,0.6481765400279652,0.7272727272727273,0.7765151515151515,450251.3800904978,2.4108426570892334,87.5,2026-08-21T12:28:01.602312+00:00,0.10781669309910606,0.1280257373171694,0.1340377786580254,0.140600826810388,0.14147838774849386,0.130392,"[0.10781669309910606, 0.1280257373171694, 0.1340377786580254, 0.140600826810388, 0.14147838774849386]",,,,,
|
| 38 |
+
opt5_bitpack_reg1e-5,opt5_spkconv_bitpack.py,b51deb6b2fb1ccc1,5,1,--spkconv-eval --spike-reg 1e-5,,2,False,32,16,100,37,0.9071833079189173,0.8234200743494424,0.5522378646966183,0.7765151515151515,0.7765151515151515,451738.26272624434,2.418802261352539,89.9,2026-08-21T12:28:04.047341+00:00,0.10847439266303006,0.1274498867637971,0.13570957148776336,0.1395997703075409,0.13716408610343933,0.12968,"[0.10847439266303006, 0.1274498867637971, 0.13570957148776336, 0.1395997703075409, 0.13716408610343933]",2,67.92,0.04563,96.0,2705.0
|
| 39 |
+
opt5_bitpack_reg1e-5,opt5_spkconv_bitpack.py,b51deb6b2fb1ccc1,5,1,--spkconv-eval --spike-reg 1e-5,,2,False,32,16,100,38,0.9109534681064931,0.8215613382899628,0.4695898113828717,0.7992424242424242,0.7992424242424242,453145.9922228507,2.4162564277648926,92.3,2026-08-21T12:28:06.488740+00:00,0.10895238860565074,0.12727835686767802,0.13578739499344544,0.14368476762491114,0.1382684497272267,0.130794,"[0.10895238860565074, 0.12727835686767802, 0.13578739499344544, 0.14368476762491114, 0.1382684497272267]",,,,,
|
| 40 |
+
opt5_bitpack_reg1e-5,opt5_spkconv_bitpack.py,b51deb6b2fb1ccc1,5,1,--spkconv-eval --spike-reg 1e-5,,2,False,32,16,100,39,0.8491181890760656,0.8513011152416357,0.5737882238445859,0.8143939393939394,0.8143939393939394,446145.02135180996,2.4246978759765625,94.7,2026-08-21T12:28:08.953201+00:00,0.10557442333768396,0.1275609477477915,0.13470078741802888,0.14640536027796128,0.1382709347149905,0.130502,"[0.10557442333768396, 0.1275609477477915, 0.13470078741802888, 0.14640536027796128, 0.1382709347149905]",1,133.17,0.08969,97.5,5410.0
|
| 41 |
+
opt5_bitpack_reg1e-5,opt5_spkconv_bitpack.py,b51deb6b2fb1ccc1,5,1,--spkconv-eval --spike-reg 1e-5,,2,False,32,16,100,40,0.8685413984561056,0.8345724907063197,0.6009092954072085,0.8143939393939394,0.8143939393939394,453622.76018099545,2.418510675430298,97.1,2026-08-21T12:28:11.402446+00:00,0.10954813527710297,0.12773942947387695,0.13344702124595642,0.14363974946386673,0.13542082116884344,0.129959,"[0.10954813527710297, 0.12773942947387695, 0.13344702124595642, 0.14363974946386673, 0.13542082116884344]",,,,,
|
| 42 |
+
opt5_bitpack_reg1e-5,opt5_spkconv_bitpack.py,b51deb6b2fb1ccc1,5,1,--spkconv-eval --spike-reg 1e-5,,2,False,32,16,100,41,0.8135463628627111,0.8828996282527881,0.5742419524626299,0.7916666666666666,0.8143939393939394,449987.66699660633,2.422680616378784,99.6,2026-08-21T12:28:13.852494+00:00,0.10956799896324382,0.12655813027830684,0.12994460060315974,0.1392704739290125,0.13192491846926072,0.127453,"[0.10956799896324382, 0.12655813027830684, 0.12994460060315974, 0.1392704739290125, 0.13192491846926072]",1,119.5,0.08042,95.0,5410.0
|
| 43 |
+
opt5_bitpack_reg1e-5,opt5_spkconv_bitpack.py,b51deb6b2fb1ccc1,5,1,--spkconv-eval --spike-reg 1e-5,,2,False,32,16,100,42,0.9114548592762433,0.8345724907063197,0.8175308090267759,0.6742424242424242,0.8143939393939394,444314.0865384615,2.4208672046661377,102.0,2026-08-21T12:28:16.299011+00:00,0.10744302807485356,0.1244098697515095,0.1314787926042781,0.1405546472353094,0.1395314598784727,0.128684,"[0.10744302807485356, 0.1244098697515095, 0.1314787926042781, 0.1405546472353094, 0.1395314598784727]",,,,,
|
| 44 |
+
opt5_bitpack_reg1e-5,opt5_spkconv_bitpack.py,b51deb6b2fb1ccc1,5,1,--spkconv-eval --spike-reg 1e-5,,2,False,32,16,100,43,0.8193098723223662,0.879182156133829,0.499783096891461,0.7992424242424242,0.8143939393939394,434664.2845022625,2.4230003356933594,104.4,2026-08-21T12:28:18.748563+00:00,0.10487415159449857,0.12167702527607188,0.12890944586080663,0.1401476097457549,0.13988617413184223,0.127099,"[0.10487415159449857, 0.12167702527607188, 0.12890944586080663, 0.1401476097457549, 0.13988617413184223]",1,137.97,0.09286,96.5,5410.0
|
| 45 |
+
opt5_bitpack_reg1e-5,opt5_spkconv_bitpack.py,b51deb6b2fb1ccc1,5,1,--spkconv-eval --spike-reg 1e-5,,2,False,32,16,100,44,0.8499267475755684,0.8587360594795539,0.5382324059804281,0.7992424242424242,0.8143939393939394,432828.07621606335,2.4221723079681396,106.8,2026-08-21T12:28:21.196885+00:00,0.10373334279831718,0.12172925472259521,0.12972805868176854,0.14071410017855027,0.1396357338218128,0.127108,"[0.10373334279831718, 0.12172925472259521, 0.12972805868176854, 0.14071410017855027, 0.1396357338218128]",,,,,
|
| 46 |
+
opt5_bitpack_reg1e-5,opt5_spkconv_bitpack.py,b51deb6b2fb1ccc1,5,1,--spkconv-eval --spike-reg 1e-5,,2,False,32,16,100,45,0.815016438526735,0.8773234200743495,0.8483508518247893,0.7651515151515151,0.8143939393939394,425257.9654977375,2.4239697456359863,109.2,2026-08-21T12:28:23.647419+00:00,0.10361050069332123,0.11572490588707082,0.127645425936755,0.1414399041849024,0.13731344570131862,0.125147,"[0.10361050069332123, 0.11572490588707082, 0.127645425936755, 0.1414399041849024, 0.13731344570131862]",1,132.81,0.08942,96.0,5410.0
|
| 47 |
+
opt5_bitpack_reg1e-5,opt5_spkconv_bitpack.py,b51deb6b2fb1ccc1,5,1,--spkconv-eval --spike-reg 1e-5,,2,False,32,16,100,46,0.761799539332053,0.9144981412639405,0.4299468533559279,0.8712121212121212,0.8712121212121212,423115.3696266968,2.421605348587036,111.7,2026-08-21T12:28:26.094217+00:00,0.10572955538244809,0.11157979991506128,0.12397176772356033,0.1390414404518464,0.13741753031225765,0.123548,"[0.10572955538244809, 0.11157979991506128, 0.12397176772356033, 0.1390414404518464, 0.13741753031225765]",,,,,
|
| 48 |
+
opt5_bitpack_reg1e-5,opt5_spkconv_bitpack.py,b51deb6b2fb1ccc1,5,1,--spkconv-eval --spike-reg 1e-5,,2,False,32,16,100,47,0.8047718432313005,0.8903345724907064,0.4850531839060061,0.8674242424242424,0.8712121212121212,420482.22949660633,2.4243173599243164,114.1,2026-08-21T12:28:28.551983+00:00,0.10301818304202136,0.1136347581358517,0.12580419989193187,0.1385141093941296,0.1381724783602883,0.123829,"[0.10301818304202136, 0.1136347581358517, 0.12580419989193187, 0.1385141093941296, 0.1381724783602883]",1,105.47,0.07103,97.5,5410.0
|
| 49 |
+
opt5_bitpack_reg1e-5,opt5_spkconv_bitpack.py,b51deb6b2fb1ccc1,5,1,--spkconv-eval --spike-reg 1e-5,,2,False,32,16,100,48,0.7547055963689953,0.9144981412639405,0.46407256252837903,0.8674242424242424,0.8712121212121212,420833.3956447964,2.41148042678833,116.5,2026-08-21T12:28:30.989687+00:00,0.10161808571394752,0.11552514705587835,0.1289664261481341,0.13583717539029963,0.13792806074899785,0.123975,"[0.10161808571394752, 0.11552514705587835, 0.1289664261481341, 0.13583717539029963, 0.13792806074899785]",,,,,
|
| 50 |
+
opt5_bitpack_reg1e-5,opt5_spkconv_bitpack.py,b51deb6b2fb1ccc1,5,1,--spkconv-eval --spike-reg 1e-5,,2,False,32,16,100,49,0.7884461578383322,0.9033457249070632,0.4287761829116128,0.8901515151515151,0.8901515151515151,424167.88348416286,2.420114278793335,118.9,2026-08-21T12:28:33.435479+00:00,0.10198968210641075,0.11761780346141142,0.13022638945018544,0.1337304571095635,0.13496809759560754,0.123706,"[0.10198968210641075, 0.11761780346141142, 0.13022638945018544, 0.1337304571095635, 0.13496809759560754]",1,110.87,0.07453,99.0,5410.0
|
| 51 |
+
opt5_bitpack_reg1e-5,opt5_spkconv_bitpack.py,b51deb6b2fb1ccc1,5,1,--spkconv-eval --spike-reg 1e-5,,2,False,32,16,100,50,0.7334224349060909,0.9256505576208178,0.3930588888399529,0.8939393939393939,0.8939393939393939,422276.61651583714,2.410611391067505,121.3,2026-08-21T12:28:35.876666+00:00,0.10353813933975556,0.11558557915336945,0.12507510623511145,0.1315520879100351,0.13230240082039552,0.121611,"[0.10353813933975556, 0.11558557915336945, 0.12507510623511145, 0.1315520879100351, 0.13230240082039552]",,,,,
|
| 52 |
+
opt5_bitpack_reg1e-5,opt5_spkconv_bitpack.py,b51deb6b2fb1ccc1,5,1,--spkconv-eval --spike-reg 1e-5,,2,False,32,16,100,51,0.7097164024650829,0.9349442379182156,0.4233461212028157,0.8787878787878788,0.8939393939393939,419625.4748303168,2.4193389415740967,123.8,2026-08-21T12:28:38.327442+00:00,0.10372745596310672,0.11424789358587827,0.12224385799730525,0.1301887447343153,0.13442261341740103,0.120966,"[0.10372745596310672, 0.11424789358587827, 0.12224385799730525, 0.1301887447343153, 0.13442261341740103]",1,147.08,0.09884,90.5,5410.0
|
| 53 |
+
opt5_bitpack_reg1e-5,opt5_spkconv_bitpack.py,b51deb6b2fb1ccc1,5,1,--spkconv-eval --spike-reg 1e-5,,2,False,32,16,100,52,0.7164069039670952,0.9256505576208178,0.5638670006936247,0.7916666666666666,0.8939393939393939,414852.0978506787,2.4068491458892822,126.2,2026-08-21T12:28:40.759814+00:00,0.101791732451495,0.11521409057519015,0.11992909101878896,0.12641586976892807,0.13207326040548437,0.119085,"[0.101791732451495, 0.11521409057519015, 0.11992909101878896, 0.12641586976892807, 0.13207326040548437]",,,,,
|
| 54 |
+
opt5_bitpack_reg1e-5,opt5_spkconv_bitpack.py,b51deb6b2fb1ccc1,5,1,--spkconv-eval --spike-reg 1e-5,,2,False,32,16,100,53,0.7093335786716646,0.9330855018587361,0.5083803028771372,0.8825757575757576,0.8939393939393939,411360.2481617647,2.409217596054077,128.6,2026-08-21T12:28:43.193569+00:00,0.10021535088034238,0.11507649763542063,0.11906908671645557,0.12923434727332173,0.13695163674214306,0.120109,"[0.10021535088034238, 0.11507649763542063, 0.11906908671645557, 0.12923434727332173, 0.13695163674214306]",1,129.65,0.08677,96.0,5410.0
|
| 55 |
+
opt5_bitpack_reg1e-5,opt5_spkconv_bitpack.py,b51deb6b2fb1ccc1,5,1,--spkconv-eval --spike-reg 1e-5,,2,False,32,16,100,54,0.6780399640253485,0.9423791821561338,0.3437132140000661,0.8939393939393939,0.8939393939393939,408287.22921380086,2.4082753658294678,131.0,2026-08-21T12:28:45.627278+00:00,0.10043232756502488,0.11256060968427097,0.11824617754010593,0.12593291349270763,0.1337034307858523,0.118175,"[0.10043232756502488, 0.11256060968427097, 0.11824617754010593, 0.12593291349270763, 0.1337034307858523]",,,,,
|
| 56 |
+
opt5_bitpack_reg1e-5,opt5_spkconv_bitpack.py,b51deb6b2fb1ccc1,5,1,--spkconv-eval --spike-reg 1e-5,,2,False,32,16,100,55,0.7103326936636716,0.9219330855018587,0.5322026772932573,0.8295454545454546,0.8939393939393939,412299.1858031674,2.4175620079040527,133.4,2026-08-21T12:28:48.070779+00:00,0.10174055923433865,0.11398270156453638,0.11822713648571688,0.12437017261981964,0.13281377799370708,0.118227,"[0.10174055923433865, 0.11398270156453638, 0.11822713648571688, 0.12437017261981964, 0.13281377799370708]",1,137.4,0.09227,96.5,5410.0
|
| 57 |
+
opt5_bitpack_reg1e-5,opt5_spkconv_bitpack.py,b51deb6b2fb1ccc1,5,1,--spkconv-eval --spike-reg 1e-5,,2,False,32,16,100,56,0.6672691660742778,0.9479553903345725,0.3982371678858092,0.9090909090909091,0.9090909090909091,417353.25919117645,2.407902717590332,135.8,2026-08-21T12:28:50.504144+00:00,0.10312366529422648,0.11344502121210098,0.121745464118088,0.13074637598851147,0.13743085545652053,0.121298,"[0.10312366529422648, 0.11344502121210098, 0.121745464118088, 0.13074637598851147, 0.13743085545652053]",,,,,
|
| 58 |
+
opt5_bitpack_reg1e-5,opt5_spkconv_bitpack.py,b51deb6b2fb1ccc1,5,1,--spkconv-eval --spike-reg 1e-5,,2,False,32,16,100,57,0.6533771086359556,0.966542750929368,0.33560891088211176,0.8901515151515151,0.9090909090909091,418266.2475961538,2.410395622253418,138.2,2026-08-21T12:28:52.946019+00:00,0.10234853230855044,0.1158725058331209,0.12129929092000513,0.13255909435889301,0.13618041224339428,0.121652,"[0.10234853230855044, 0.1158725058331209, 0.12129929092000513, 0.13255909435889301, 0.13618041224339428]",,,,,
|
| 59 |
+
opt5_bitpack_reg1e-5,opt5_spkconv_bitpack.py,b51deb6b2fb1ccc1,5,1,--spkconv-eval --spike-reg 1e-5,,2,False,32,16,100,58,0.6542823334608823,0.9702602230483272,0.28792747674566327,0.9204545454545454,0.9204545454545454,413695.9680429864,2.404115915298462,140.6,2026-08-21T12:28:55.375240+00:00,0.10134905401398153,0.1149693894035676,0.12001341581344604,0.1265285453375648,0.12850627653739033,0.118273,"[0.10134905401398153, 0.1149693894035676, 0.12001341581344604, 0.1265285453375648, 0.12850627653739033]",1,134.81,0.09003,96.0,5410.0
|
| 60 |
+
opt5_bitpack_reg1e-5,opt5_spkconv_bitpack.py,b51deb6b2fb1ccc1,5,1,--spkconv-eval --spike-reg 1e-5,,2,False,32,16,100,59,0.6733372800855388,0.9553903345724907,0.3207094276493246,0.9166666666666666,0.9204545454545454,409077.2563631222,2.4119434356689453,143.0,2026-08-21T12:28:57.818448+00:00,0.10001623542869792,0.11449677234186846,0.11709361611043706,0.1277292822213734,0.1339519558583989,0.118658,"[0.10001623542869792, 0.11449677234186846, 0.11709361611043706, 0.1277292822213734, 0.1339519558583989]",,,,,
|
| 61 |
+
opt5_bitpack_reg1e-5,opt5_spkconv_bitpack.py,b51deb6b2fb1ccc1,5,1,--spkconv-eval --spike-reg 1e-5,,2,False,32,16,100,60,0.6770974608158976,0.9516728624535316,0.5591104129950205,0.8181818181818182,0.9204545454545454,409805.69711538457,2.4095656871795654,145.4,2026-08-21T12:29:00.253567+00:00,0.10104010517106336,0.11373395998688306,0.11703871935606003,0.12339621124898686,0.1312374446321936,0.117289,"[0.10104010517106336, 0.11373395998688306, 0.11703871935606003, 0.12339621124898686, 0.1312374446321936]",1,137.31,0.0919,96.5,5410.0
|
| 62 |
+
opt5_bitpack_reg1e-5,opt5_spkconv_bitpack.py,b51deb6b2fb1ccc1,5,1,--spkconv-eval --spike-reg 1e-5,,2,False,32,16,100,61,0.6549808247825027,0.9646840148698885,0.32203875030532025,0.9318181818181818,0.9318181818181818,409050.45517533936,2.4022653102874756,147.8,2026-08-21T12:29:02.680540+00:00,0.10045107147272896,0.11394216251723907,0.11739394112544901,0.1239981695133097,0.13079732130555546,0.117317,"[0.10045107147272896, 0.11394216251723907, 0.11739394112544901, 0.1239981695133097, 0.13079732130555546]",,,,,
|
| 63 |
+
opt5_bitpack_reg1e-5,opt5_spkconv_bitpack.py,b51deb6b2fb1ccc1,5,1,--spkconv-eval --spike-reg 1e-5,,2,False,32,16,100,62,0.655114429812449,0.9591078066914498,0.3058277675599763,0.9242424242424242,0.9318181818181818,408291.85760746605,2.403461217880249,150.2,2026-08-21T12:29:05.113899+00:00,0.10072312854668673,0.1137615994495504,0.11494319710661383,0.12498396547401652,0.13279083721777973,0.117441,"[0.10072312854668673, 0.1137615994495504, 0.11494319710661383, 0.12498396547401652, 0.13279083721777973]",1,133.12,0.08887,96.0,5410.0
|
| 64 |
+
opt5_bitpack_reg1e-5,opt5_spkconv_bitpack.py,b51deb6b2fb1ccc1,5,1,--spkconv-eval --spike-reg 1e-5,,2,False,32,16,100,63,0.649303102360339,0.9628252788104089,0.3864119698603948,0.9128787878787878,0.9318181818181818,411941.64606900455,2.410336494445801,152.7,2026-08-21T12:29:07.548969+00:00,0.10127360373735428,0.11546419955351774,0.11642087426255732,0.1245520548785434,0.13184418836060693,0.117911,"[0.10127360373735428, 0.11546419955351774, 0.11642087426255732, 0.1245520548785434, 0.13184418836060693]",,,,,
|
| 65 |
+
opt5_bitpack_reg1e-5,opt5_spkconv_bitpack.py,b51deb6b2fb1ccc1,5,1,--spkconv-eval --spike-reg 1e-5,,2,False,32,16,100,64,0.6464784043429066,0.9702602230483272,0.3366744202194792,0.9090909090909091,0.9318181818181818,409418.91515837103,2.4036166667938232,155.1,2026-08-21T12:29:09.979597+00:00,0.09973142164594986,0.11636872238972608,0.11628996931454715,0.12330954784856123,0.1311135966988171,0.117363,"[0.09973142164594986, 0.11636872238972608, 0.11628996931454715, 0.12330954784856123, 0.1311135966988171]",1,125.46,0.08377,97.5,5410.0
|
| 66 |
+
opt5_bitpack_reg1e-5,opt5_spkconv_bitpack.py,b51deb6b2fb1ccc1,5,1,--spkconv-eval --spike-reg 1e-5,,2,False,32,16,100,65,0.6514365580002172,0.9684014869888475,0.40068235903075244,0.8863636363636364,0.9318181818181818,405042.26824095024,2.4035658836364746,157.5,2026-08-21T12:29:12.409052+00:00,0.09822499138467453,0.11581457406282425,0.11571865879437503,0.12074131562429316,0.13115321012104258,0.116331,"[0.09822499138467453, 0.11581457406282425, 0.11571865879437503, 0.12074131562429316, 0.13115321012104258]",,,,,
|
| 67 |
+
opt5_bitpack_reg1e-5,opt5_spkconv_bitpack.py,b51deb6b2fb1ccc1,5,1,--spkconv-eval --spike-reg 1e-5,,2,False,32,16,100,66,0.6611617488931989,0.9609665427509294,0.41938534333850397,0.8598484848484849,0.9318181818181818,404944.5692873303,2.4066779613494873,159.9,2026-08-21T12:29:14.841216+00:00,0.09833999767022975,0.11570176350719788,0.11508128835874445,0.12163697139305227,0.1306116957874859,0.116274,"[0.09833999767022975, 0.11570176350719788, 0.11508128835874445, 0.12163697139305227, 0.1306116957874859]",1,141.97,0.09491,96.5,5410.0
|
| 68 |
+
opt5_bitpack_reg1e-5,opt5_spkconv_bitpack.py,b51deb6b2fb1ccc1,5,1,--spkconv-eval --spike-reg 1e-5,,2,False,32,16,100,67,0.6223492815148874,0.9758364312267658,0.34778253282561444,0.9242424242424242,0.9318181818181818,403351.2795531674,2.4073705673217773,162.3,2026-08-21T12:29:17.274767+00:00,0.0981601967531092,0.11449358962914523,0.11528234315269134,0.1211854776038843,0.1311412488712984,0.116053,"[0.0981601967531092, 0.11449358962914523, 0.11528234315269134, 0.1211854776038843, 0.1311412488712984]",,,,,
|
| 69 |
+
opt5_bitpack_reg1e-5,opt5_spkconv_bitpack.py,b51deb6b2fb1ccc1,5,1,--spkconv-eval --spike-reg 1e-5,,2,False,32,16,100,68,0.6321906921588798,0.9795539033457249,0.5216614987814066,0.8446969696969697,0.9318181818181818,399246.89691742085,2.407931089401245,164.7,2026-08-21T12:29:19.707896+00:00,0.0973964925197994,0.1129445245160776,0.11436831118429408,0.11837741162847071,0.12735113150933208,0.114088,"[0.0973964925197994, 0.1129445245160776, 0.11436831118429408, 0.11837741162847071, 0.12735113150933208]",1,133.66,0.0894,95.5,5410.0
|
| 70 |
+
opt5_bitpack_reg1e-5,opt5_spkconv_bitpack.py,b51deb6b2fb1ccc1,5,1,--spkconv-eval --spike-reg 1e-5,,2,False,32,16,100,69,0.617456861809727,0.9814126394052045,0.3241731849583713,0.9242424242424242,0.9318181818181818,402161.9113404978,2.4018714427948,167.1,2026-08-21T12:29:22.135445+00:00,0.09811208747765597,0.11402179563746732,0.11423230565646116,0.12074410038835862,0.132944858249496,0.116011,"[0.09811208747765597, 0.11402179563746732, 0.11423230565646116, 0.12074410038835862, 0.132944858249496]",,,,,
|
| 71 |
+
opt5_bitpack_reg1e-5,opt5_spkconv_bitpack.py,b51deb6b2fb1ccc1,5,1,--spkconv-eval --spike-reg 1e-5,,2,False,32,16,100,70,0.6126604106789628,0.9888475836431226,0.29972416297955945,0.928030303030303,0.9318181818181818,405280.33455882355,2.406252384185791,169.5,2026-08-21T12:29:24.567626+00:00,0.09900522056747885,0.11509906149962369,0.11458025653572644,0.1202437285991276,0.13285741385291605,0.116357,"[0.09900522056747885, 0.11509906149962369, 0.11458025653572644, 0.1202437285991276, 0.13285741385291605]",1,130.03,0.08691,95.5,5410.0
|
| 72 |
+
opt5_bitpack_reg1e-5,opt5_spkconv_bitpack.py,b51deb6b2fb1ccc1,5,1,--spkconv-eval --spike-reg 1e-5,,2,False,32,16,100,71,0.6150600854792116,0.9851301115241635,0.35494506946115784,0.8977272727272727,0.9318181818181818,400620.6474830317,2.411402940750122,171.9,2026-08-21T12:29:27.004384+00:00,0.09814063941731173,0.11300052220330518,0.11362659668221194,0.11927014589309692,0.13051938397042892,0.114911,"[0.09814063941731173, 0.11300052220330518, 0.11362659668221194, 0.11927014589309692, 0.13051938397042892]",,,,,
|
| 73 |
+
opt5_bitpack_reg1e-5,opt5_spkconv_bitpack.py,b51deb6b2fb1ccc1,5,1,--spkconv-eval --spike-reg 1e-5,,2,False,32,16,100,72,0.6104024876892346,0.9851301115241635,0.32849281394120416,0.9166666666666666,0.9318181818181818,401223.40625,2.403653144836426,174.3,2026-08-21T12:29:29.434015+00:00,0.09887343732749715,0.11264031687203575,0.11227804816821042,0.12038522432832156,0.13102889586897457,0.115041,"[0.09887343732749715, 0.11264031687203575, 0.11227804816821042, 0.12038522432832156, 0.13102889586897457]",1,135.31,0.09034,96.5,5410.0
|
| 74 |
+
opt5_bitpack_reg1e-5,opt5_spkconv_bitpack.py,b51deb6b2fb1ccc1,5,1,--spkconv-eval --spike-reg 1e-5,,2,False,32,16,100,73,0.6301512554232516,0.9721189591078067,0.30380485771280347,0.9356060606060606,0.9356060606060606,402221.6804298642,2.4040257930755615,176.7,2026-08-21T12:29:31.864064+00:00,0.09936357245725744,0.11277497515958898,0.11212145186522428,0.11973649482516681,0.1306463392341838,0.114929,"[0.09936357245725744, 0.11277497515958898, 0.11212145186522428, 0.11973649482516681, 0.1306463392341838]",,,,,
|
| 75 |
+
opt5_bitpack_reg1e-5,opt5_spkconv_bitpack.py,b51deb6b2fb1ccc1,5,1,--spkconv-eval --spike-reg 1e-5,,2,False,32,16,100,74,0.6030513617629012,0.9869888475836431,0.30515259910713544,0.9204545454545454,0.9356060606060606,402599.19640837103,2.4144856929779053,179.1,2026-08-21T12:29:34.308967+00:00,0.09991478657021242,0.11209894497604932,0.11192220756236244,0.11985488192123525,0.13305420735303095,0.115369,"[0.09991478657021242, 0.11209894497604932, 0.11192220756236244, 0.11985488192123525, 0.13305420735303095]",1,109.87,0.07369,99.0,5410.0
|
| 76 |
+
opt5_bitpack_reg1e-5,opt5_spkconv_bitpack.py,b51deb6b2fb1ccc1,5,1,--spkconv-eval --spike-reg 1e-5,,2,False,32,16,100,75,0.6117079065191702,0.9814126394052045,0.2982122338179386,0.9242424242424242,0.9356060606060606,402373.407239819,2.40876841545105,181.5,2026-08-21T12:29:36.744101+00:00,0.09970841951229993,0.1122936536284054,0.1119766717447954,0.11966520460212932,0.13294137137777665,0.115317,"[0.09970841951229993, 0.1122936536284054, 0.1119766717447954, 0.11966520460212932, 0.13294137137777665]",,,,,
|
| 77 |
+
opt5_bitpack_reg1e-5,opt5_spkconv_bitpack.py,b51deb6b2fb1ccc1,5,1,--spkconv-eval --spike-reg 1e-5,,2,False,32,16,100,76,0.5969722346302302,0.9907063197026023,0.3104920947190487,0.9090909090909091,0.9356060606060606,402540.5970022625,2.405195713043213,183.9,2026-08-21T12:29:39.174090+00:00,0.10008617183741401,0.11201786381356857,0.11155334597124773,0.11896841710104662,0.1301241744967068,0.11455,"[0.10008617183741401, 0.11201786381356857, 0.11155334597124773, 0.11896841710104662, 0.1301241744967068]",1,151.93,0.10151,91.0,5410.0
|
| 78 |
+
opt5_bitpack_reg1e-5,opt5_spkconv_bitpack.py,b51deb6b2fb1ccc1,5,1,--spkconv-eval --spike-reg 1e-5,,2,False,32,16,100,77,0.5958241530067415,0.9925650557620818,0.31548275008346094,0.928030303030303,0.9356060606060606,402000.6570984163,2.4136290550231934,186.4,2026-08-21T12:29:41.612450+00:00,0.09965343817191966,0.11188509534387027,0.11223781897741206,0.12001443566644893,0.13152461718110478,0.115063,"[0.09965343817191966, 0.11188509534387027, 0.11223781897741206, 0.12001443566644893, 0.13152461718110478]",,,,,
|
| 79 |
+
opt5_bitpack_reg1e-5,opt5_spkconv_bitpack.py,b51deb6b2fb1ccc1,5,1,--spkconv-eval --spike-reg 1e-5,,2,False,32,16,100,78,0.6049695770536657,0.9814126394052045,0.31852872082681366,0.9204545454545454,0.9356060606060606,402271.5547228507,2.4065768718719482,188.8,2026-08-21T12:29:44.044235+00:00,0.09997070054797565,0.11167691735660329,0.1120713283033932,0.11943528275279437,0.12994673059267156,0.11462,"[0.09997070054797565, 0.11167691735660329, 0.1120713283033932, 0.11943528275279437, 0.12994673059267156]",1,135.3,0.09045,97.0,5410.0
|
| 80 |
+
opt5_bitpack_reg1e-5,opt5_spkconv_bitpack.py,b51deb6b2fb1ccc1,5,1,--spkconv-eval --spike-reg 1e-5,,2,False,32,16,100,79,0.5912458524384906,0.9907063197026023,0.27800518116264633,0.9431818181818182,0.9431818181818182,401849.7859162896,2.4086451530456543,191.2,2026-08-21T12:29:46.478520+00:00,0.0999190496171222,0.11153980826630312,0.11194587498903275,0.11860861541593776,0.13044718083213358,0.114492,"[0.0999190496171222, 0.11153980826630312, 0.11194587498903275, 0.11860861541593776, 0.13044718083213358]",,,,,
|
| 81 |
+
opt5_bitpack_reg1e-5,opt5_spkconv_bitpack.py,b51deb6b2fb1ccc1,5,1,--spkconv-eval --spike-reg 1e-5,,2,False,32,16,100,80,0.5916838295840863,0.9888475836431226,0.2765880328687755,0.9393939393939394,0.9431818181818182,402261.3173076923,2.407700300216675,193.6,2026-08-21T12:29:48.918224+00:00,0.09978360069148681,0.11218354325084125,0.11210397981545504,0.11815787369714063,0.13009039444081924,0.114464,"[0.09978360069148681, 0.11218354325084125, 0.11210397981545504, 0.11815787369714063, 0.13009039444081924]",,,,,
|
| 82 |
+
opt5_bitpack_reg1e-5,opt5_spkconv_bitpack.py,b51deb6b2fb1ccc1,5,1,--spkconv-eval --spike-reg 1e-5,,2,False,32,16,100,81,0.5903004534182495,0.9907063197026023,0.28660380975766614,0.9318181818181818,0.9431818181818182,400884.8379524887,2.4079647064208984,196.0,2026-08-21T12:29:51.354663+00:00,0.09952354343498454,0.11121306962826673,0.11251921162885778,0.11784497779958389,0.13130108573857477,0.11448,"[0.09952354343498454, 0.11121306962826673, 0.11251921162885778, 0.11784497779958389, 0.13130108573857477]",1,135.16,0.09041,95.0,5410.0
|
| 83 |
+
opt5_bitpack_reg1e-5,opt5_spkconv_bitpack.py,b51deb6b2fb1ccc1,5,1,--spkconv-eval --spike-reg 1e-5,,2,False,32,16,100,82,0.60162859135844,0.9851301115241635,0.2992543794892051,0.9356060606060606,0.9431818181818182,401513.0953054299,2.4089972972869873,198.4,2026-08-21T12:29:53.788434+00:00,0.09955820748034645,0.11192041635513306,0.11234992479576784,0.11716807502157547,0.13024583020631006,0.114248,"[0.09955820748034645, 0.11192041635513306, 0.11234992479576784, 0.11716807502157547, 0.13024583020631006]",,,,,
|
| 84 |
+
opt5_bitpack_reg1e-5,opt5_spkconv_bitpack.py,b51deb6b2fb1ccc1,5,1,--spkconv-eval --spike-reg 1e-5,,2,False,32,16,100,83,0.5921313620854488,0.9925650557620818,0.27842984145337885,0.9318181818181818,0.9431818181818182,399417.9031391403,2.4095206260681152,200.8,2026-08-21T12:29:56.224518+00:00,0.0991801843047142,0.11097740162821378,0.111874219687546,0.1167647312669193,0.12883925963850582,0.113527,"[0.0991801843047142, 0.11097740162821378, 0.111874219687546, 0.1167647312669193, 0.12883925963850582]",1,137.5,0.09203,96.0,5410.0
|
| 85 |
+
opt5_bitpack_reg1e-5,opt5_spkconv_bitpack.py,b51deb6b2fb1ccc1,5,1,--spkconv-eval --spike-reg 1e-5,,2,False,32,16,100,84,0.5996788234958862,0.983271375464684,0.3303210057995536,0.9128787878787878,0.9431818181818182,401566.44697398186,2.4098925590515137,203.2,2026-08-21T12:29:58.659299+00:00,0.09945084329913645,0.112294279915445,0.1122065848287414,0.11699025683543261,0.12840598996947794,0.11387,"[0.09945084329913645, 0.112294279915445, 0.1122065848287414, 0.11699025683543261, 0.12840598996947794]",,,,,
|
| 86 |
+
opt5_bitpack_reg1e-5,opt5_spkconv_bitpack.py,b51deb6b2fb1ccc1,5,1,--spkconv-eval --spike-reg 1e-5,,2,False,32,16,100,85,0.5918609646173215,0.9962825278810409,0.2887814270727562,0.9318181818181818,0.9431818181818182,401697.6893382353,2.410182476043701,205.6,2026-08-21T12:30:01.094371+00:00,0.0998603574493352,0.11186641630004435,0.11181465755490695,0.11644532706807642,0.12813007130342371,0.113623,"[0.0998603574493352, 0.11186641630004435, 0.11181465755490695, 0.11644532706807642, 0.12813007130342371]",1,127.8,0.08556,94.5,5410.0
|
| 87 |
+
opt5_bitpack_reg1e-5,opt5_spkconv_bitpack.py,b51deb6b2fb1ccc1,5,1,--spkconv-eval --spike-reg 1e-5,,2,False,32,16,100,86,0.5991997027485787,0.9907063197026023,0.28998283725796326,0.928030303030303,0.9431818181818182,400039.8192873303,2.407721519470215,208.0,2026-08-21T12:30:03.528507+00:00,0.09982480766142116,0.11082422470345217,0.11107330331031014,0.11572277852717568,0.12724759911789613,0.112939,"[0.09982480766142116, 0.11082422470345217, 0.11107330331031014, 0.11572277852717568, 0.12724759911789613]",,,,,
|
| 88 |
+
opt5_bitpack_reg1e-5,opt5_spkconv_bitpack.py,b51deb6b2fb1ccc1,5,1,--spkconv-eval --spike-reg 1e-5,,2,False,32,16,100,87,0.5908569562833992,0.9851301115241635,0.2956175957665299,0.928030303030303,0.9431818181818182,403559.88928167423,2.408733606338501,210.4,2026-08-21T12:30:05.963263+00:00,0.10061206317999784,0.11209430808530134,0.11184758912114535,0.11660150832989637,0.1293050155920141,0.114092,"[0.10061206317999784, 0.11209430808530134, 0.11184758912114535, 0.11660150832989637, 0.1293050155920141]",1,134.82,0.09021,95.5,5410.0
|
| 89 |
+
opt5_bitpack_reg1e-5,opt5_spkconv_bitpack.py,b51deb6b2fb1ccc1,5,1,--spkconv-eval --spike-reg 1e-5,,2,False,32,16,100,88,0.5855041480862075,0.9888475836431226,0.2856517768267429,0.9318181818181818,0.9431818181818182,403227.38631221716,2.4091179370880127,212.8,2026-08-21T12:30:08.399297+00:00,0.10026448132360682,0.11264544769245036,0.11181866289938197,0.11542089283466339,0.12784298553186305,0.113598,"[0.10026448132360682, 0.11264544769245036, 0.11181866289938197, 0.11542089283466339, 0.12784298553186305]",,,,,
|
| 90 |
+
opt5_bitpack_reg1e-5,opt5_spkconv_bitpack.py,b51deb6b2fb1ccc1,5,1,--spkconv-eval --spike-reg 1e-5,,2,False,32,16,100,89,0.5863163517753431,0.9925650557620818,0.2952191766464349,0.9393939393939394,0.9431818181818182,402627.129949095,2.4152281284332275,215.3,2026-08-21T12:30:10.840721+00:00,0.10022141083198435,0.11241304304669886,0.11147442810675677,0.1149497216238695,0.12485547363758087,0.112783,"[0.10022141083198435, 0.11241304304669886, 0.11147442810675677, 0.1149497216238695, 0.12485547363758087]",1,125.7,0.08433,95.5,5410.0
|
| 91 |
+
opt5_bitpack_reg1e-5,opt5_spkconv_bitpack.py,b51deb6b2fb1ccc1,5,1,--spkconv-eval --spike-reg 1e-5,,2,False,32,16,100,90,0.5834981167626647,0.9925650557620818,0.29240788925777783,0.9318181818181818,0.9431818181818182,402638.087811086,2.4075989723205566,217.7,2026-08-21T12:30:13.273592+00:00,0.09987534144345452,0.11260388572426404,0.11217636308249306,0.11601584229399176,0.1284408919951495,0.113822,"[0.09987534144345452, 0.11260388572426404, 0.11217636308249306, 0.11601584229399176, 0.1284408919951495]",,,,,
|
| 92 |
+
opt5_bitpack_reg1e-5,opt5_spkconv_bitpack.py,b51deb6b2fb1ccc1,5,1,--spkconv-eval --spike-reg 1e-5,,2,False,32,16,100,91,0.5923901743162077,0.9869888475836431,0.29471699170994037,0.9356060606060606,0.9431818181818182,401571.9076640272,2.4137473106384277,220.1,2026-08-21T12:30:15.712150+00:00,0.10004992300973219,0.11159559383111842,0.11162763176595464,0.11542301493532517,0.12724953276269577,0.113189,"[0.10004992300973219, 0.11159559383111842, 0.11162763176595464, 0.11542301493532517, 0.12724953276269577]",1,128.52,0.08617,96.0,5410.0
|
| 93 |
+
opt5_bitpack_reg1e-5,opt5_spkconv_bitpack.py,b51deb6b2fb1ccc1,5,1,--spkconv-eval --spike-reg 1e-5,,2,False,32,16,100,92,0.5874446364583579,0.9888475836431226,0.2946672308625597,0.928030303030303,0.9431818181818182,399883.35873868776,2.4114460945129395,222.5,2026-08-21T12:30:18.149575+00:00,0.0996895515743424,0.11095953557421179,0.111133811666685,0.11537844468565549,0.12713619628373315,0.11286,"[0.0996895515743424, 0.11095953557421179, 0.111133811666685, 0.11537844468565549, 0.12713619628373315]",,,,,
|
| 94 |
+
opt5_bitpack_reg1e-5,opt5_spkconv_bitpack.py,b51deb6b2fb1ccc1,5,1,--spkconv-eval --spike-reg 1e-5,,2,False,32,16,100,93,0.5827985483474448,0.9925650557620818,0.28829853959155805,0.9318181818181818,0.9431818181818182,401154.04638009047,2.409024238586426,224.9,2026-08-21T12:30:20.585970+00:00,0.10001873838550904,0.11122557652347229,0.11159497806254555,0.1157881902421222,0.12783949866014369,0.113293,"[0.10001873838550904, 0.11122557652347229, 0.11159497806254555, 0.1157881902421222, 0.12783949866014369]",1,142.26,0.0952,97.0,5410.0
|
| 95 |
+
opt5_bitpack_reg1e-5,opt5_spkconv_bitpack.py,b51deb6b2fb1ccc1,5,1,--spkconv-eval --spike-reg 1e-5,,2,False,32,16,100,94,0.5930906983999514,0.9851301115241635,0.2764831298228466,0.9356060606060606,0.9431818181818182,401330.94669117645,2.408400058746338,227.3,2026-08-21T12:30:23.019517+00:00,0.09980511490036459,0.11175031434087192,0.11177158881636227,0.11564171270412557,0.12799598714884589,0.113393,"[0.09980511490036459, 0.11175031434087192, 0.11177158881636227, 0.11564171270412557, 0.12799598714884589]",,,,,
|
| 96 |
+
opt5_bitpack_reg1e-5,opt5_spkconv_bitpack.py,b51deb6b2fb1ccc1,5,1,--spkconv-eval --spike-reg 1e-5,,2,False,32,16,100,95,0.5799781700049191,0.9962825278810409,0.2961413837743528,0.9318181818181818,0.9431818181818182,399787.4732748869,2.4148507118225098,229.7,2026-08-21T12:30:25.459562+00:00,0.09969411658890107,0.11072715021231595,0.11134534679791507,0.11559657314244438,0.12699015000287225,0.112871,"[0.09969411658890107, 0.11072715021231595, 0.11134534679791507, 0.11559657314244438, 0.12699015000287225]",1,127.01,0.0852,94.5,5410.0
|
| 97 |
+
opt5_bitpack_reg1e-5,opt5_spkconv_bitpack.py,b51deb6b2fb1ccc1,5,1,--spkconv-eval --spike-reg 1e-5,,2,False,32,16,100,96,0.577756372304654,0.9962825278810409,0.2731396059195201,0.9431818181818182,0.9431818181818182,400997.9020079185,2.413814067840576,232.1,2026-08-21T12:30:27.906500+00:00,0.09986212279866724,0.11136124677517835,0.11159613421734642,0.11600419878959656,0.12803788044873407,0.113372,"[0.09986212279866724, 0.11136124677517835, 0.11159613421734642, 0.11600419878959656, 0.12803788044873407]",,,,,
|
| 98 |
+
opt5_bitpack_reg1e-5,opt5_spkconv_bitpack.py,b51deb6b2fb1ccc1,5,1,--spkconv-eval --spike-reg 1e-5,,2,False,32,16,100,97,0.5740232496456585,0.9981412639405205,0.279656231629126,0.9318181818181818,0.9431818181818182,401136.79227941175,2.414940357208252,234.6,2026-08-21T12:30:30.347431+00:00,0.0997241884469986,0.11178782056359683,0.11166841887375888,0.11556077354094561,0.1281406695351881,0.113376,"[0.0997241884469986, 0.11178782056359683, 0.11166841887375888, 0.11556077354094561, 0.1281406695351881]",1,141.39,0.09485,96.5,5410.0
|
| 99 |
+
opt5_bitpack_reg1e-5,opt5_spkconv_bitpack.py,b51deb6b2fb1ccc1,5,1,--spkconv-eval --spike-reg 1e-5,,2,False,32,16,100,98,0.586772109496106,0.9944237918215614,0.303422775683981,0.9318181818181818,0.9431818181818182,400466.0333710407,2.4072048664093018,237.0,2026-08-21T12:30:32.781111+00:00,0.09973402803435046,0.11119067888049518,0.1115145223105655,0.11566015201456406,0.1284394071382635,0.113308,"[0.09973402803435046, 0.11119067888049518, 0.1115145223105655, 0.11566015201456406, 0.1284394071382635]",,,,,
|
| 100 |
+
opt5_bitpack_reg1e-5,opt5_spkconv_bitpack.py,b51deb6b2fb1ccc1,5,1,--spkconv-eval --spike-reg 1e-5,,2,False,32,16,100,99,0.5842497156012014,0.9907063197026023,0.30308945793094055,0.9318181818181818,0.9431818181818182,400860.01498868776,2.407867431640625,239.4,2026-08-21T12:30:35.214289+00:00,0.09973071734694873,0.11151592564933441,0.11166387051343918,0.11560318487531998,0.1270764040596345,0.113118,"[0.09973071734694873, 0.11151592564933441, 0.11166387051343918, 0.11560318487531998, 0.1270764040596345]",1,112.77,0.07543,97.5,5410.0
|
| 101 |
+
opt5_bitpack_reg1e-5,opt5_spkconv_bitpack.py,b51deb6b2fb1ccc1,5,1,--spkconv-eval --spike-reg 1e-5,,2,False,32,16,100,100,0.5861391697674436,0.9907063197026023,0.2912854660641063,0.9356060606060606,0.9431818181818182,400417.9045531674,2.417327404022217,241.8,2026-08-21T12:30:37.657135+00:00,0.0995184608242091,0.11157250141396242,0.1115381739595357,0.11567502118208829,0.12712659905938542,0.113086,"[0.0995184608242091, 0.11157250141396242, 0.1115381739595357, 0.11567502118208829, 0.12712659905938542]",,,,,
|
opt5_spkconv_bitpack/opt5_bitpack_reg1e-5.epochs.jsonl
ADDED
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@@ -0,0 +1,100 @@
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| 1 |
+
{"epoch": 1, "train_loss": 2.5605766728908157, "train_acc": 0.42936802973977695, "test_loss": 2.312133687915224, "test_acc": 0.25, "best_acc": 0.25, "spike_rates": [0.09680442117592868, 0.1303568026598762, 0.1551099419593811, 0.17595909272923188, 0.18662878257386825], "spikes_per_sample": 445650.04227941175, "wall_time_s": 2.8455581665039062, "timestamp": "2026-08-21T12:26:36.001983+00:00"}
|
| 2 |
+
{"epoch": 2, "train_loss": 1.7778643741926738, "train_acc": 0.45724907063197023, "test_loss": 1.7687473658359412, "test_acc": 0.42045454545454547, "best_acc": 0.42045454545454547, "spike_rates": [0.10608924706192578, 0.14194994989563436, 0.16768300883910237, 0.1809790353564655, 0.1799365948228275], "spikes_per_sample": 484471.3450226244, "wall_time_s": 2.4491665363311768, "timestamp": "2026-08-21T12:26:38.481998+00:00"}
|
| 3 |
+
{"epoch": 3, "train_loss": 1.6149635186425815, "train_acc": 0.4944237918215613, "test_loss": 1.799557115092422, "test_acc": 0.42803030303030304, "best_acc": 0.42803030303030304, "spike_rates": [0.10928288759554133, 0.14038545945111444, 0.16992293736513922, 0.18814104970763712, 0.1872316423584433], "spikes_per_sample": 491702.3197115385, "wall_time_s": 2.4574685096740723, "timestamp": "2026-08-21T12:26:40.973352+00:00"}
|
| 4 |
+
{"epoch": 4, "train_loss": 1.5493620620784263, "train_acc": 0.5390334572490706, "test_loss": 1.42988459630446, "test_acc": 0.48863636363636365, "best_acc": 0.48863636363636365, "spike_rates": [0.10935549350345836, 0.1427883681129007, 0.17133011800401352, 0.18436818000148325, 0.1811853989082224], "spikes_per_sample": 494568.37584841624, "wall_time_s": 2.4671430587768555, "timestamp": "2026-08-21T12:26:43.472325+00:00"}
|
| 5 |
+
{"epoch": 5, "train_loss": 1.5353391600364203, "train_acc": 0.5427509293680297, "test_loss": 1.6863524408051462, "test_acc": 0.4810606060606061, "best_acc": 0.48863636363636365, "spike_rates": [0.11179031782290515, 0.1457283558214412, 0.17040040738442364, 0.1771247229155372, 0.18174885213375092], "spikes_per_sample": 501328.5279977375, "wall_time_s": 2.473325490951538, "timestamp": "2026-08-21T12:26:45.979736+00:00"}
|
| 6 |
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{"epoch": 83, "train_loss": 0.5921313620854488, "train_acc": 0.9925650557620818, "test_loss": 0.27842984145337885, "test_acc": 0.9318181818181818, "best_acc": 0.9431818181818182, "spike_rates": [0.0991801843047142, 0.11097740162821378, 0.111874219687546, 0.1167647312669193, 0.12883925963850582], "spikes_per_sample": 399417.9031391403, "wall_time_s": 2.4095206260681152, "timestamp": "2026-08-21T12:29:56.224518+00:00"}
|
| 84 |
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{"epoch": 84, "train_loss": 0.5996788234958862, "train_acc": 0.983271375464684, "test_loss": 0.3303210057995536, "test_acc": 0.9128787878787878, "best_acc": 0.9431818181818182, "spike_rates": [0.09945084329913645, 0.112294279915445, 0.1122065848287414, 0.11699025683543261, 0.12840598996947794], "spikes_per_sample": 401566.44697398186, "wall_time_s": 2.4098925590515137, "timestamp": "2026-08-21T12:29:58.659299+00:00"}
|
| 85 |
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|
| 86 |
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{"epoch": 86, "train_loss": 0.5991997027485787, "train_acc": 0.9907063197026023, "test_loss": 0.28998283725796326, "test_acc": 0.928030303030303, "best_acc": 0.9431818181818182, "spike_rates": [0.09982480766142116, 0.11082422470345217, 0.11107330331031014, 0.11572277852717568, 0.12724759911789613], "spikes_per_sample": 400039.8192873303, "wall_time_s": 2.407721519470215, "timestamp": "2026-08-21T12:30:03.528507+00:00"}
|
| 87 |
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{"epoch": 87, "train_loss": 0.5908569562833992, "train_acc": 0.9851301115241635, "test_loss": 0.2956175957665299, "test_acc": 0.928030303030303, "best_acc": 0.9431818181818182, "spike_rates": [0.10061206317999784, 0.11209430808530134, 0.11184758912114535, 0.11660150832989637, 0.1293050155920141], "spikes_per_sample": 403559.88928167423, "wall_time_s": 2.408733606338501, "timestamp": "2026-08-21T12:30:05.963263+00:00"}
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| 88 |
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{"epoch": 88, "train_loss": 0.5855041480862075, "train_acc": 0.9888475836431226, "test_loss": 0.2856517768267429, "test_acc": 0.9318181818181818, "best_acc": 0.9431818181818182, "spike_rates": [0.10026448132360682, 0.11264544769245036, 0.11181866289938197, 0.11542089283466339, 0.12784298553186305], "spikes_per_sample": 403227.38631221716, "wall_time_s": 2.4091179370880127, "timestamp": "2026-08-21T12:30:08.399297+00:00"}
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| 89 |
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{"epoch": 89, "train_loss": 0.5863163517753431, "train_acc": 0.9925650557620818, "test_loss": 0.2952191766464349, "test_acc": 0.9393939393939394, "best_acc": 0.9431818181818182, "spike_rates": [0.10022141083198435, 0.11241304304669886, 0.11147442810675677, 0.1149497216238695, 0.12485547363758087], "spikes_per_sample": 402627.129949095, "wall_time_s": 2.4152281284332275, "timestamp": "2026-08-21T12:30:10.840721+00:00"}
|
| 90 |
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{"epoch": 90, "train_loss": 0.5834981167626647, "train_acc": 0.9925650557620818, "test_loss": 0.29240788925777783, "test_acc": 0.9318181818181818, "best_acc": 0.9431818181818182, "spike_rates": [0.09987534144345452, 0.11260388572426404, 0.11217636308249306, 0.11601584229399176, 0.1284408919951495], "spikes_per_sample": 402638.087811086, "wall_time_s": 2.4075989723205566, "timestamp": "2026-08-21T12:30:13.273592+00:00"}
|
| 91 |
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{"epoch": 91, "train_loss": 0.5923901743162077, "train_acc": 0.9869888475836431, "test_loss": 0.29471699170994037, "test_acc": 0.9356060606060606, "best_acc": 0.9431818181818182, "spike_rates": [0.10004992300973219, 0.11159559383111842, 0.11162763176595464, 0.11542301493532517, 0.12724953276269577], "spikes_per_sample": 401571.9076640272, "wall_time_s": 2.4137473106384277, "timestamp": "2026-08-21T12:30:15.712150+00:00"}
|
| 92 |
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| 93 |
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{"epoch": 93, "train_loss": 0.5827985483474448, "train_acc": 0.9925650557620818, "test_loss": 0.28829853959155805, "test_acc": 0.9318181818181818, "best_acc": 0.9431818181818182, "spike_rates": [0.10001873838550904, 0.11122557652347229, 0.11159497806254555, 0.1157881902421222, 0.12783949866014369], "spikes_per_sample": 401154.04638009047, "wall_time_s": 2.409024238586426, "timestamp": "2026-08-21T12:30:20.585970+00:00"}
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| 94 |
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|
| 95 |
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{"epoch": 95, "train_loss": 0.5799781700049191, "train_acc": 0.9962825278810409, "test_loss": 0.2961413837743528, "test_acc": 0.9318181818181818, "best_acc": 0.9431818181818182, "spike_rates": [0.09969411658890107, 0.11072715021231595, 0.11134534679791507, 0.11559657314244438, 0.12699015000287225], "spikes_per_sample": 399787.4732748869, "wall_time_s": 2.4148507118225098, "timestamp": "2026-08-21T12:30:25.459562+00:00"}
|
| 96 |
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{"epoch": 96, "train_loss": 0.577756372304654, "train_acc": 0.9962825278810409, "test_loss": 0.2731396059195201, "test_acc": 0.9431818181818182, "best_acc": 0.9431818181818182, "spike_rates": [0.09986212279866724, 0.11136124677517835, 0.11159613421734642, 0.11600419878959656, 0.12803788044873407], "spikes_per_sample": 400997.9020079185, "wall_time_s": 2.413814067840576, "timestamp": "2026-08-21T12:30:27.906500+00:00"}
|
| 97 |
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{"epoch": 97, "train_loss": 0.5740232496456585, "train_acc": 0.9981412639405205, "test_loss": 0.279656231629126, "test_acc": 0.9318181818181818, "best_acc": 0.9431818181818182, "spike_rates": [0.0997241884469986, 0.11178782056359683, 0.11166841887375888, 0.11556077354094561, 0.1281406695351881], "spikes_per_sample": 401136.79227941175, "wall_time_s": 2.414940357208252, "timestamp": "2026-08-21T12:30:30.347431+00:00"}
|
| 98 |
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{"epoch": 98, "train_loss": 0.586772109496106, "train_acc": 0.9944237918215614, "test_loss": 0.303422775683981, "test_acc": 0.9318181818181818, "best_acc": 0.9431818181818182, "spike_rates": [0.09973402803435046, 0.11119067888049518, 0.1115145223105655, 0.11566015201456406, 0.1284394071382635], "spikes_per_sample": 400466.0333710407, "wall_time_s": 2.4072048664093018, "timestamp": "2026-08-21T12:30:32.781111+00:00"}
|
| 99 |
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{"epoch": 99, "train_loss": 0.5842497156012014, "train_acc": 0.9907063197026023, "test_loss": 0.30308945793094055, "test_acc": 0.9318181818181818, "best_acc": 0.9431818181818182, "spike_rates": [0.09973071734694873, 0.11151592564933441, 0.11166387051343918, 0.11560318487531998, 0.1270764040596345], "spikes_per_sample": 400860.01498868776, "wall_time_s": 2.407867431640625, "timestamp": "2026-08-21T12:30:35.214289+00:00"}
|
| 100 |
+
{"epoch": 100, "train_loss": 0.5861391697674436, "train_acc": 0.9907063197026023, "test_loss": 0.2912854660641063, "test_acc": 0.9356060606060606, "best_acc": 0.9431818181818182, "spike_rates": [0.0995184608242091, 0.11157250141396242, 0.1115381739595357, 0.11567502118208829, 0.12712659905938542], "spikes_per_sample": 400417.9045531674, "wall_time_s": 2.417327404022217, "timestamp": "2026-08-21T12:30:37.657135+00:00"}
|
opt5_spkconv_bitpack/opt5_bitpack_reg1e-5.gpu_telemetry.csv
ADDED
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@@ -0,0 +1,155 @@
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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 12:27:27.515, 1, 96, 79, 2705, 15360, 66, 43.04, 1575
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2026/08/21 12:27:37.647, 1, 97, 56, 2705, 15360, 68, 62.41, 1380
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2026/08/21 12:27:42.715, 1, 96, 80, 2705, 15360, 68, 66.08, 1320
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2026/08/21 12:27:57.915, 0, 97, 84, 2705, 15360, 77, 67.34, 1035
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2026/08/21 12:27:57.927, 1, 96, 78, 2705, 15360, 70, 63.30, 1395
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2026/08/21 12:28:02.981, 0, 96, 80, 2705, 15360, 77, 56.51, 960
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2026/08/21 12:28:03.001, 1, 96, 81, 2705, 15360, 70, 79.33, 1230
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2026/08/21 12:28:08.059, 0, 98, 80, 2705, 15360, 78, 73.08, 1020
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2026/08/21 12:30:35.119, 1, 98, 44, 2705, 15360, 71, 44.90, 1590
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| 148 |
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2026/08/21 12:30:40.160, 0, 81, 57, 2705, 15360, 77, 59.07, 1170
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| 154 |
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2026/08/21 12:30:55.354, 0, 98, 97, 2705, 15360, 77, 64.45, 1080
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| 155 |
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opt5_spkconv_bitpack/opt5_bitpack_reg1e-5.summary.json
ADDED
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@@ -0,0 +1,86 @@
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| 1 |
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{
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| 15 |
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| 18 |
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| 19 |
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