AlexNet
Full_acc: 86.060000
title_list:
['INT_2', 'INT_3', 'INT_4', 'INT_5', 'INT_6', 'INT_7', 'INT_8', 'INT_9', 'INT_10', 'INT_11', 'INT_12', 'INT_13', 'INT_14', 'INT_15', 'INT_16', 'POT_2', 'POT_3', 'POT_4', 'POT_5', 'POT_6', 'POT_7', 'POT_8', 'FLOAT_3_E1', 'FLOAT_4_E1', 'FLOAT_4_E2', 'FLOAT_5_E1', 'FLOAT_5_E2', 'FLOAT_5_E3', 'FLOAT_6_E1', 'FLOAT_6_E2', 'FLOAT_6_E3', 'FLOAT_6_E4', 'FLOAT_7_E1', 'FLOAT_7_E2', 'FLOAT_7_E3', 'FLOAT_7_E4', 'FLOAT_7_E5', 'FLOAT_8_E1', 'FLOAT_8_E2', 'FLOAT_8_E3', 'FLOAT_8_E4', 'FLOAT_8_E5', 'FLOAT_8_E6']
js_flops_list:
[15.390794522744232, 4.717097541596072, 0.861433466201176, 0.18508192637631454, 0.043397405458327654, 0.010496797691919834, 0.0024850090520978957, 0.000624175093904678, 0.00014904738718305474, 5.291579966091702e-05, 4.8962531373354375e-06, 4.193895417504035e-05, 1.592819528135614e-06, 2.967417045749432e-06, 1.0413106493855072e-06, 15.321349499009886, 2.669359363004649, 0.665240323544293, 0.6648249490573711, 0.6647401888858064, 0.6646321902074231, 0.6648930262034427, 2.970237193983619, 1.0721955650797796, 0.4770905332198318, 0.6054695109850212, 0.16107606526699011, 0.181228082062255, 0.45318591305589634, 0.07980226898451764, 0.04805752515345307, 0.18115329705371844, 0.39433974657405857, 0.055063869704067014, 0.012139171526851388, 0.048132818635071795, 0.1811559349720972, 0.3671160558876084, 0.04605680247234207, 0.003032838870538176, 0.011984056400302881, 0.04813150319087321, 0.18115602343582896]
js_flops_weighted_list:
[28.40515877286409, 8.70584714896398, 1.589856478399669, 0.3415861018050526, 0.08009399323423358, 0.019372827348516423, 0.004586317917020654, 0.0011519738385324405, 0.0002750809707295301, 9.766108492581001e-05, 9.036495650216035e-06, 7.740228422577126e-05, 2.9396982414617645e-06, 5.476647239052785e-06, 1.921836737145626e-06, 28.276991450362036, 4.926553753669294, 1.227763581955602, 1.2269969692746403, 1.2268405364064507, 1.2266412146883807, 1.227122612050269, 5.481852087849688, 1.978837753739401, 0.8805154487062422, 1.1174509260221974, 0.29728102741256435, 0.3344734696751785, 0.8363972240000284, 0.14728259269462676, 0.08869468240885497, 0.33433544690850636, 0.7277910893641049, 0.1016255502132089, 0.02240398272367832, 0.08883364361042133, 0.3343403154349667, 0.6775472078549858, 0.08500216053589742, 0.005597389369524905, 0.02211770316928806, 0.0888312158344373, 0.3343404787031035]
js_param_list:
[5.335234710880941, 1.5364356992134998, 0.2810079498291621, 0.06031047856052035, 0.014110041947520574, 0.0034040126288667374, 0.0008046306976175277, 0.00019470572779706148, 5.339504844640815e-05, 2.3103931722405794e-05, 1.118676972143684e-06, 2.186891678345004e-05, 7.638901720498192e-06, 6.725816434148269e-07, 4.19329140017799e-06, 5.313908139577299, 0.8537195505193228, 0.21603135769650977, 0.21582717195610415, 0.21581634718014503, 0.21575105452221033, 0.21583294142343779, 1.0080567176520165, 0.36710793002522313, 0.15308999403878698, 0.21012211564543096, 0.05127532080061556, 0.059764869329634644, 0.15863713336428933, 0.02542085053727128, 0.015573244047684945, 0.05975132050282547, 0.1384792977857137, 0.01742679923812338, 0.003952068904423522, 0.015598955194465434, 0.059751507791787915, 0.12954601789882095, 0.014575061413335639, 0.0009603470887152325, 0.0039045494639076486, 0.015598733274334387, 0.059751990616446676]
ptq_acc_list:
[10.0, 10.31, 56.17, 77.08, 84.22, 85.71, 85.98, 86.09, 86.08, 86.02, 86.06, 86.05, 86.08, 86.08, 86.08, 10.0, 16.15, 73.31, 74.31, 74.16, 74.21, 74.55, 20.62, 67.09, 53.42, 79.19, 79.39, 82.32, 81.78, 83.36, 85.47, 82.97, 82.16, 84.49, 86.01, 85.78, 82.91, 82.59, 84.78, 86.05, 86.04, 85.75, 83.02]
acc_loss_list:
[0.883801998605624, 0.8801998605623983, 0.3473158261677899, 0.1043458052521497, 0.021380432256565225, 0.00406693004880326, 0.0009295840111549883, -0.0003485940041831413, -0.0002323960027887058, 0.0004647920055775767, 0.0, 0.00011619800139443546, -0.0002323960027887058, -0.0002323960027887058, -0.0002323960027887058, 0.883801998605624, 0.8123402277480827, 0.14815245177782943, 0.13653265163839182, 0.1382756216593075, 0.13769463165233567, 0.13374389960492686, 0.7603997211247966, 0.22042760864513128, 0.3792702765512433, 0.07982802695793638, 0.07750406693004883, 0.04345805252149673, 0.049732744596792944, 0.03137346037648156, 0.0068556820822682244, 0.03590518243086223, 0.04531722054380671, 0.01824308621891712, 0.000580990006971847, 0.0032535440390425415, 0.03660237043922851, 0.040320706483848466, 0.014873344178480142, 0.00011619800139443546, 0.0002323960027887058, 0.003602138043225683, 0.03532419242389038]


AlexNet_BN
Full_acc: 87.310000
title_list:
['INT_2', 'INT_3', 'INT_4', 'INT_5', 'INT_6', 'INT_7', 'INT_8', 'INT_9', 'INT_10', 'INT_11', 'INT_12', 'INT_13', 'INT_14', 'INT_15', 'INT_16', 'POT_2', 'POT_3', 'POT_4', 'POT_5', 'POT_6', 'POT_7', 'POT_8', 'FLOAT_3_E1', 'FLOAT_4_E1', 'FLOAT_4_E2', 'FLOAT_5_E1', 'FLOAT_5_E2', 'FLOAT_5_E3', 'FLOAT_6_E1', 'FLOAT_6_E2', 'FLOAT_6_E3', 'FLOAT_6_E4', 'FLOAT_7_E1', 'FLOAT_7_E2', 'FLOAT_7_E3', 'FLOAT_7_E4', 'FLOAT_7_E5', 'FLOAT_8_E1', 'FLOAT_8_E2', 'FLOAT_8_E3', 'FLOAT_8_E4', 'FLOAT_8_E5', 'FLOAT_8_E6']
js_flops_list:
[11.591798533785282, 1.700183197789268, 0.3038094135267426, 0.06701544888451295, 0.01593624543282047, 0.003825953228443132, 0.0009532233854295787, 0.00019551855882143858, 6.55307570327729e-05, 3.47072260035146e-05, 3.505022686533898e-05, 2.3009420528141446e-05, 8.312853958041267e-07, 3.116905667386982e-06, 3.833276897941617e-05, 7.000022231570889, 1.5005345800833543, 0.745846478904552, 0.7646294650365152, 0.7972771082666167, 0.8348834173962452, 0.8141783554712251, 1.377012987292044, 0.5252011904953136, 0.18856212240816972, 0.31178739055080124, 0.05899102144452863, 0.09192247716102836, 0.23655059730355277, 0.027952782309607387, 0.021727784158718434, 0.09180928235111235, 0.20792645939896084, 0.018443659406444046, 0.006097508898828769, 0.02164334660618966, 0.09181375890446229, 0.19470294027215662, 0.01519870107475935, 0.001524288569272028, 0.006088090455227164, 0.021643227963696866, 0.33145092225344597]
js_flops_weighted_list:
[21.406669156099774, 3.1397422163400726, 0.5610473286712618, 0.12375797754223267, 0.029429594775694786, 0.007065419117601705, 0.0017603254218295182, 0.00036106572162803395, 0.000121016184957042, 6.409411811443945e-05, 6.472754061121002e-05, 4.249168507232945e-05, 1.5351415391158844e-06, 5.75601518763951e-06, 7.078943797961337e-05, 12.9269983048652, 2.7710494811923083, 1.377360792513532, 1.41204748662046, 1.4723381563828981, 1.541786035016542, 1.50354982782284, 2.5429411455607536, 0.9698933338562424, 0.34821921361029456, 0.5757803240896372, 0.10893920176087167, 0.16975399036310762, 0.4368399226743099, 0.051620631703546804, 0.04012487670702703, 0.1695449525818697, 0.3839794931028098, 0.034060056667721286, 0.011260319552066803, 0.039968945188197914, 0.1695532194695526, 0.35955951218252213, 0.028067565577641885, 0.0028149161672995126, 0.011242926435238788, 0.03996872609013615, 0.6120931289035025]
js_param_list:
[2.734479088940684, 0.3132424172357634, 0.054306647194035426, 0.011796604135106659, 0.0027847107051644014, 0.0006822415151577091, 0.0001651089941727384, 3.228843341085658e-05, 1.2759462925018916e-05, 8.564187390072141e-06, 9.326278173153569e-06, 5.965686148541275e-06, 3.5330878817685375e-08, 8.826677324214048e-07, 1.0788902521246867e-05, 1.4564256642500042, 0.31047654192531055, 0.17060282426356335, 0.1771587081095755, 0.18545945737715597, 0.19559617351750125, 0.189959581337747, 0.265386519272884, 0.10192080314098644, 0.03236375259538735, 0.06019249236191452, 0.010293599322833998, 0.016283465321462246, 0.04594274741460937, 0.004729445591036409, 0.004158369800705201, 0.016253072643470482, 0.0402070007169081, 0.0030832450417326886, 0.001062630465564137, 0.004136040389603472, 0.016254232375065597, 0.03763443684725491, 0.0025390305847557497, 0.00027616659750303706, 0.0010603967983225746, 0.004136140717399854, 0.08413230006865291]
ptq_acc_list:
[10.0, 15.29, 37.89, 80.02, 85.56, 87.09, 87.42, 87.42, 87.25, 87.29, 87.28, 87.32, 87.29, 87.32, 87.3, 10.0, 16.25, 50.55, 54.82, 52.0, 55.79, 53.02, 18.65, 61.89, 69.85, 72.73, 82.03, 83.5, 76.15, 84.4, 86.66, 83.66, 78.13, 85.68, 86.93, 86.54, 83.27, 78.21, 85.91, 87.23, 87.0, 87.04, 81.06]
acc_loss_list:
[0.8854655824075135, 0.8248768755010881, 0.5660290917420685, 0.08349559042492276, 0.020043523078685146, 0.0025197571870346908, -0.0012598785935173454, -0.0012598785935173454, 0.0006872065055549452, 0.0002290688351849275, 0.0003436032527774726, -0.00011453441759238237, 0.0002290688351849275, -0.00011453441759238237, 0.00011453441759254514, 0.8854655824075135, 0.8138815714122094, 0.42102851906998057, 0.3721223227579888, 0.40442102851906997, 0.3610124842515176, 0.3927385179246363, 0.7863933111900125, 0.2911464895201008, 0.1999770931164816, 0.16699118084984535, 0.060474172488832904, 0.0436376131027374, 0.12782041003321493, 0.033329515519413544, 0.00744473714351169, 0.04180506242125765, 0.10514259534990272, 0.018669110067575254, 0.004352307868514436, 0.008819150154621418, 0.046271904707364635, 0.10422632000916285, 0.01603481846294818, 0.0009162753407398728, 0.0035505669453671086, 0.003092429274997091, 0.07158401099530409]


VGG_16
Full_acc: 90.060000
title_list:
['INT_2', 'INT_3', 'INT_4', 'INT_5', 'INT_6', 'INT_7', 'INT_8', 'INT_9', 'INT_10', 'INT_11', 'INT_12', 'INT_13', 'INT_14', 'INT_15', 'INT_16', 'POT_2', 'POT_3', 'POT_4', 'POT_5', 'POT_6', 'POT_7', 'POT_8', 'FLOAT_3_E1', 'FLOAT_4_E1', 'FLOAT_4_E2', 'FLOAT_5_E1', 'FLOAT_5_E2', 'FLOAT_5_E3', 'FLOAT_6_E1', 'FLOAT_6_E2', 'FLOAT_6_E3', 'FLOAT_6_E4', 'FLOAT_7_E1', 'FLOAT_7_E2', 'FLOAT_7_E3', 'FLOAT_7_E4', 'FLOAT_7_E5', 'FLOAT_8_E1', 'FLOAT_8_E2', 'FLOAT_8_E3', 'FLOAT_8_E4', 'FLOAT_8_E5', 'FLOAT_8_E6']
js_flops_list:
[5.920568558509058, 1.2366942369029248, 0.24333976529364282, 0.05313804637395972, 0.011805343923029208, 0.0028956135593713197, 0.0006858387721491292, 0.00017475428648558512, 5.5037716377499444e-05, 1.8363316636701207e-05, 3.0147309189941645e-06, 3.5938150094587322e-06, 7.588472673062187e-07, 2.761265478140623e-06, 1.8205751891677835e-06, 6.655998976309741, 1.2806109655501847, 1.148895211956822, 1.110608810491263, 1.1338888989171876, 1.1246610427359278, 1.1214109082880812, 1.0629437809132753, 0.403389070458992, 0.13440872344714155, 0.23736481179302008, 0.046645787173690494, 0.06196931592022412, 0.1834877783166125, 0.021485302765101157, 0.017332589659448675, 0.06194557184806153, 0.16064264766655828, 0.014416940182581594, 0.004258526972833182, 0.01732019862118995, 0.06194491639496624, 0.15031629789717732, 0.012258144588710359, 0.001051457151644622, 0.004272414206520595, 0.017319316052076844, 0.8666441153492498]
js_flops_weighted_list:
[14.937082083214763, 3.1200725311944497, 0.6139251682302425, 0.13406269222045603, 0.02978386103568301, 0.00730538241220721, 0.0017303118668762724, 0.0004408899408617193, 0.00013885539523427596, 4.632905863884517e-05, 7.605905201638485e-06, 9.066884245605717e-06, 1.914505981707713e-06, 6.966433830287458e-06, 4.593153642344031e-06, 16.792509380208696, 3.2308706368405034, 2.898563189737484, 2.8019699122996187, 2.8607035606453954, 2.8374224781160025, 2.829222670183841, 2.6817151677984326, 1.0177157138494521, 0.33910157698362114, 0.5988508776447673, 0.11768328412449634, 0.15634322099196396, 0.4629237849197624, 0.05420555945151566, 0.04372862367851055, 0.15628331675280557, 0.40528749739950476, 0.03637269238045072, 0.01074389500234279, 0.04369736216135425, 0.15628166310137173, 0.3792350106153517, 0.03092623792799905, 0.002652735396252887, 0.01077893129107887, 0.04369513551586299, 2.1864681001458894]
js_param_list:
[1.770296244959528, 0.29806992793707837, 0.055665464831966924, 0.012101417041225202, 0.0028447136298671597, 0.0006880367651531245, 0.00017020795157846893, 4.522436604353743e-05, 2.085685768523233e-05, 1.3865664827935832e-05, 1.9972193056226206e-06, 5.692071212596929e-07, 1.8434384391604333e-06, 2.8346000195430685e-06, 2.562304531827042e-06, 2.6600226813451946, 0.6233435306363425, 0.7163984416773069, 0.6869824985889844, 0.7096845057337227, 0.7146866621934539, 0.7032853391142566, 0.3446638133393568, 0.140197618797341, 0.03384653692463511, 0.08580447942745584, 0.010451821497441623, 0.01977311058211095, 0.06660686501570992, 0.0044870860230231315, 0.005106004645241131, 0.019767490033555546, 0.05864023434517889, 0.002784702570814231, 0.0012759569718724024, 0.005101844752063444, 0.01976665091010429, 0.05504161767683782, 0.0022191752052733086, 0.00031513865524340187, 0.0012912743585447657, 0.005102061834463343, 0.5556901116653865]
ptq_acc_list:
[10.0, 13.22, 76.72, 88.11, 89.56, 89.98, 89.99, 90.0, 90.0, 90.04, 90.07, 90.06, 90.06, 90.07, 90.09, 10.0, 20.94, 77.81, 75.14, 75.06, 76.45, 77.19, 11.53, 54.29, 81.34, 80.0, 87.6, 86.8, 84.21, 88.85, 89.41, 87.05, 85.21, 89.39, 89.84, 89.38, 86.9, 85.74, 89.45, 89.86, 89.78, 89.4, 81.93]
acc_loss_list:
[0.8889629136131468, 0.8532089717965801, 0.14812347324006223, 0.021652231845436406, 0.00555185431934266, 0.0008882966910948067, 0.0007772596047080544, 0.0006662225183211445, 0.0006662225183211445, 0.00022207417277366224, -0.00011103708638675222, 0.0, 0.0, -0.00011103708638675222, -0.00033311125916057226, 0.8889629136131468, 0.7674883411059295, 0.13602043082389517, 0.165667332889185, 0.1665556295802798, 0.15112147457250721, 0.14290473017988012, 0.8719742393959582, 0.39717965800577393, 0.09682433932933598, 0.11170330890517435, 0.027315123251165977, 0.0361980901621142, 0.06495669553630921, 0.013435487452809326, 0.007217410615145522, 0.03342216300244287, 0.0538529868976239, 0.007439484787919184, 0.002442815900510758, 0.007550521874306094, 0.03508771929824558, 0.04796802131912067, 0.00677326226959804, 0.002220741727737096, 0.0031090384188319025, 0.007328447701532273, 0.0902731512325116]


VGG_19
Full_acc: 90.140000
title_list:
['INT_2', 'INT_3', 'INT_4', 'INT_5', 'INT_6', 'INT_7', 'INT_8', 'INT_9', 'INT_10', 'INT_11', 'INT_12', 'INT_13', 'INT_14', 'INT_15', 'INT_16', 'POT_2', 'POT_3', 'POT_4', 'POT_5', 'POT_6', 'POT_7', 'POT_8', 'FLOAT_3_E1', 'FLOAT_4_E1', 'FLOAT_4_E2', 'FLOAT_5_E1', 'FLOAT_5_E2', 'FLOAT_5_E3', 'FLOAT_6_E1', 'FLOAT_6_E2', 'FLOAT_6_E3', 'FLOAT_6_E4', 'FLOAT_7_E1', 'FLOAT_7_E2', 'FLOAT_7_E3', 'FLOAT_7_E4', 'FLOAT_7_E5', 'FLOAT_8_E1', 'FLOAT_8_E2', 'FLOAT_8_E3', 'FLOAT_8_E4', 'FLOAT_8_E5', 'FLOAT_8_E6']
js_flops_list:
[5.42539688208821, 1.2431814495773714, 0.22893087958060832, 0.050875650693093466, 0.011424559252241116, 0.002888330566046987, 0.0006958012938553044, 0.0001620122109056303, 4.628456898334069e-05, 4.606778419700862e-06, 6.266021337973151e-06, 3.404626571397867e-07, 4.28695999660748e-06, 3.0337623828983415e-07, 1.0465506947944175e-06, 6.098423281023068, 1.10155611081281, 0.9965644293881576, 0.9874767728771963, 0.9815533180848163, 0.9920825228870539, 1.006248223283427, 0.9964726594305288, 0.38478060783526064, 0.13371221116731546, 0.22201018739741246, 0.04292414200270462, 0.062727570196778, 0.16807050915013197, 0.020087426776406736, 0.016173171638683738, 0.06268975506483192, 0.14755320645575126, 0.013336430846658188, 0.004058001192906326, 0.01615557232713148, 0.06268919379337706, 0.13696270689396448, 0.01092882410397449, 0.001026471090943476, 0.004062249384958819, 0.016155447628954833, 0.7151647488167303]
js_flops_weighted_list:
[14.223174719098854, 3.2591140056975556, 0.6001632635617812, 0.1333751768731794, 0.0299505282037136, 0.0075720230575257045, 0.0018241068049697996, 0.0004247298460221305, 0.00012133923577492387, 1.2077091460700653e-05, 1.6426948704495657e-05, 8.925540311742125e-07, 1.1238658179430174e-05, 7.95328588230114e-07, 2.743628476950432e-06, 15.987575051583281, 2.887830211778206, 2.612584905045913, 2.5887607813639586, 2.5732319022268664, 2.6008351767540856, 2.6379718574679347, 2.612344321698798, 1.0087375970282038, 0.3505388053339556, 0.5820200352896387, 0.11252956873763163, 0.16444606910857248, 0.4406122296163039, 0.052661028659708, 0.042399450395679474, 0.16434693327752012, 0.386824241874752, 0.03496267465472304, 0.010638421710229424, 0.04235331218891159, 0.1643454618530067, 0.35906027752273645, 0.02865091311905997, 0.002690987956806161, 0.010649558734693455, 0.042352985281223145, 1.8748698752238893]
js_param_list:
[1.4984730901682581, 0.2683235732843003, 0.04958604921625643, 0.010778911066837874, 0.002515988105136827, 0.0006044757002238476, 0.00015185584462366542, 3.125311773258917e-05, 9.291434369348796e-06, 2.403748311446711e-07, 2.2523717069928906e-06, 3.05053520044847e-08, 5.350493385841079e-06, 6.700927991514511e-07, 1.7557961942484982e-07, 2.1026192189821815, 0.45659539551001177, 0.5084291166478593, 0.5101433777932717, 0.508929468342814, 0.5094047352848247, 0.5180348597519879, 0.2931382886776165, 0.11863554595409948, 0.029916657741284044, 0.0723272689470671, 0.00924226226738377, 0.01679713209566103, 0.05600879079504824, 0.004060626606009455, 0.00428490928954925, 0.01680431404310862, 0.049292483042490044, 0.0025609913043603437, 0.0010654431936954005, 0.004274791409264434, 0.01680445136301286, 0.046263886113338384, 0.00205286507975312, 0.0002642645241999461, 0.0010691611662199975, 0.00427478016792876, 0.3638833699602575]
ptq_acc_list:
[10.0, 10.19, 65.93, 87.82, 89.82, 90.02, 90.07, 90.04, 90.18, 90.19, 90.17, 90.15, 90.17, 90.16, 90.16, 10.0, 16.77, 59.02, 62.25, 64.35, 61.93, 61.73, 10.55, 59.85, 79.42, 81.95, 87.93, 87.04, 84.63, 89.18, 89.48, 87.21, 86.08, 89.5, 89.82, 89.43, 86.75, 86.71, 89.59, 90.05, 89.86, 89.58, 78.65]
acc_loss_list:
[0.889061459951187, 0.8869536276902596, 0.2685822054581761, 0.025737741291324688, 0.0035500332815620967, 0.001331262480585806, 0.0007765697803417727, 0.0011093854004880666, -0.0004437541601953212, -0.0005546927002440333, -0.0003328156201464515, -0.0001109385400488697, -0.0003328156201464515, -0.00022187708009758177, -0.00022187708009758177, 0.889061459951187, 0.8139560683381407, 0.3452407366319059, 0.30940758819613934, 0.2861104947858887, 0.31295762147770134, 0.31517639227867766, 0.8829598402485024, 0.3360328378078544, 0.11892611493232748, 0.09085866429997778, 0.024517417350787593, 0.034390947415131955, 0.061127135566895995, 0.010650099844685975, 0.0073219436432216175, 0.032504992234302275, 0.045041047259818084, 0.007100066563124036, 0.0035500332815620967, 0.007876636343465651, 0.0376081650765476, 0.03805191923674292, 0.006101619702684681, 0.0009984468604393544, 0.0031062791213667756, 0.006212558242733551, 0.12746838251608603]


Inception_BN
Full_acc: 92.850000
title_list:
['INT_2', 'INT_3', 'INT_4', 'INT_5', 'INT_6', 'INT_7', 'INT_8', 'INT_9', 'INT_10', 'INT_11', 'INT_12', 'INT_13', 'INT_14', 'INT_15', 'INT_16', 'POT_2', 'POT_3', 'POT_4', 'POT_5', 'POT_6', 'POT_7', 'POT_8', 'FLOAT_3_E1', 'FLOAT_4_E1', 'FLOAT_4_E2', 'FLOAT_5_E1', 'FLOAT_5_E2', 'FLOAT_5_E3', 'FLOAT_6_E1', 'FLOAT_6_E2', 'FLOAT_6_E3', 'FLOAT_6_E4', 'FLOAT_7_E1', 'FLOAT_7_E2', 'FLOAT_7_E3', 'FLOAT_7_E4', 'FLOAT_7_E5', 'FLOAT_8_E1', 'FLOAT_8_E2', 'FLOAT_8_E3', 'FLOAT_8_E4', 'FLOAT_8_E5', 'FLOAT_8_E6']
js_flops_list:
[7.715147804903006, 1.180638829948032, 0.17330341588504639, 0.03757641893210694, 0.00878982153678008, 0.0021136845718360358, 0.0005197591695297085, 0.00012868349861507722, 3.2617573467141134e-05, 1.95771371272391e-06, 2.329043574392525e-06, 1.9973666121921525e-06, 2.181171911720007e-06, 5.134343259917914e-06, 4.130203057900563e-06, 7.258357623221218, 1.135985132290838, 1.4849991181524151, 1.5395437466854156, 1.449550683059265, 1.3787184235186551, 1.3649998008469453, 1.2069771223431678, 0.48469862476839726, 0.11355577484142695, 0.2937877086812499, 0.03402380401823649, 0.07264058418816968, 0.2264499587330589, 0.013962832913529065, 0.01846691453157432, 0.07264100003421901, 0.19874527130821865, 0.008312257117463705, 0.004663653123973545, 0.018472925707157563, 0.07264083738327363, 0.1861251700828908, 0.006510681819443857, 0.0011782965721076142, 0.004656104987596719, 0.018474123863005152, 1.1891994561788195]
js_flops_weighted_list:
[24.492915695935718, 3.7481183848335724, 0.5501781770652018, 0.11929208413536399, 0.02790463168390087, 0.00671021467571623, 0.0016500549105994422, 0.0004085254311050457, 0.00010354947142152921, 6.215061348798991e-06, 7.393904739388733e-06, 6.34094553771341e-06, 6.924463549246638e-06, 1.6299757282582123e-05, 1.3111960763728517e-05, 23.042765459856884, 3.606358397872026, 4.714356630514774, 4.887516889022836, 4.601820156263742, 4.376952324129888, 4.333400460049073, 3.8317333189245306, 1.5387498534822412, 0.36050016024452497, 0.9326739763377017, 0.1080137651989134, 0.23060863506641904, 0.7188999989179939, 0.044327146812426284, 0.05862604219953586, 0.23060995523325012, 0.6309472349997668, 0.026388530455838718, 0.01480547951757709, 0.05864512559502185, 0.23060943887296853, 0.5908827951208971, 0.020669154364788552, 0.0037406825293873503, 0.014781516805181413, 0.05864892932385605, 3.77529540099415]
js_param_list:
[5.547292775694633, 1.0830498393821684, 0.11597159954861848, 0.025184683478010235, 0.005889836213039606, 0.001418800737950504, 0.0003470743045252829, 8.729454098248694e-05, 2.0691080441622126e-05, 1.3027382812223066e-06, 5.085435185989181e-06, 2.6182420731614744e-06, 3.434516785198397e-06, 6.510479031259873e-06, 4.896755871723168e-06, 6.431020460639781, 1.2042858915688233, 2.1661643185195403, 2.2217083989716477, 2.12019065583259, 2.0296487615468775, 1.996163205688216, 0.8993658060076932, 0.3600575347311997, 0.08029751063059903, 0.21764768767983095, 0.0235711444064559, 0.05512862455451699, 0.1674148989599356, 0.009286143104694698, 0.014028389319905675, 0.05513198123092901, 0.14665927416585386, 0.005281656984956287, 0.003588795191323551, 0.014033740564019261, 0.05512987087623732, 0.13726783858604585, 0.004046517151685216, 0.0009180459749539567, 0.003582893701133105, 0.01403383522314854, 1.7935260885146647]
ptq_acc_list:
[10.0, 10.36, 67.33, 89.38, 92.15, 92.8, 92.81, 92.9, 92.89, 92.84, 92.85, 92.85, 92.85, 92.86, 92.84, 10.0, 12.36, 17.68, 19.75, 24.11, 23.29, 22.15, 10.89, 12.39, 81.29, 33.15, 89.88, 75.48, 28.39, 91.96, 91.1, 85.62, 63.83, 92.39, 92.58, 91.25, 82.3, 57.86, 92.35, 92.82, 92.72, 91.78, 25.49]
acc_loss_list:
[0.8922994076467421, 0.8884221863220247, 0.27485191168551426, 0.0373721055465805, 0.007539041464727934, 0.0005385029617662591, 0.0004308023694129461, -0.0005385029617664122, -0.00043080236941309916, 0.00010770059235316, 0.0, 0.0, 0.0, -0.00010770059235331305, 0.00010770059235316, 0.8922994076467421, 0.8668820678513732, 0.8095853527194399, 0.7872913301023156, 0.7403338718362951, 0.7491653204092623, 0.7614431879375336, 0.882714054927302, 0.8665589660743134, 0.12450188476036606, 0.6429725363489499, 0.0319870759289176, 0.18707592891760896, 0.6942380183091007, 0.009585352719439964, 0.01884760366182014, 0.07786752827140539, 0.31254711900915455, 0.004954227248249799, 0.0029079159935379217, 0.017232094776521212, 0.1136241249326871, 0.3768443726440495, 0.005385029617662898, 0.0003231017770597861, 0.0014001077005923043, 0.011523963381798527, 0.7254711900915456]


