| # MPMC pretrained pointset |
| # Contains following parameters (refer to QMCPy's MPMC documentation for more details): |
| # 'loss_fn': L2ags |
| # 'lr': 0.001 |
| # 'nlayers': 3 |
| # 'weight_decay': 1e-06 |
| # 'nhid': 32 |
| # 'nbatch': 1 |
| # 'epochs': 200000 |
| # 'start_reduce': 100000 |
| # 'radius': 0.35 |
| # 'weights': None |
| # 'n_projections': 15 |
| 2 #d, the number of dimensions |
| 256 #n, the number of points |
| 7.525846958160400391e-01 4.244900643825531006e-01 |
| 6.145622134208679199e-01 6.970976591110229492e-01 |
| 5.697559714317321777e-01 9.515800476074218750e-01 |
| 6.658281683921813965e-01 8.102007508277893066e-01 |
| 8.692113757133483887e-01 2.197149097919464111e-01 |
| 8.923812508583068848e-01 6.040081381797790527e-01 |
| 3.967190682888031006e-01 8.385518789291381836e-01 |
| 6.882722377777099609e-01 7.716090679168701172e-01 |
| 1.421649754047393799e-01 5.954107642173767090e-01 |
| 1.541985720396041870e-01 5.570373535156250000e-01 |
| 6.739748120307922363e-01 1.787674427032470703e-01 |
| 1.237019449472427368e-01 3.818284347653388977e-02 |
| 7.169451117515563965e-01 6.153868436813354492e-01 |
| 8.641136288642883301e-01 3.728569746017456055e-01 |
| 6.035349369049072266e-01 9.464719295501708984e-01 |
| 8.144907355308532715e-01 4.406197965145111084e-01 |
| 6.504585146903991699e-01 5.224953889846801758e-01 |
| 4.937333986163139343e-02 6.064665913581848145e-01 |
| 5.996435880661010742e-01 3.506661057472229004e-01 |
| 2.127662003040313721e-01 8.263863325119018555e-01 |
| 8.494981527328491211e-01 9.279768466949462891e-01 |
| 7.640088796615600586e-01 4.748567342758178711e-01 |
| 8.457009196281433105e-01 2.978725731372833252e-01 |
| 4.708563983440399170e-01 8.216348886489868164e-01 |
| 2.037007659673690796e-01 3.769457042217254639e-01 |
| 8.415155410766601562e-01 7.439990043640136719e-01 |
| 4.318183958530426025e-01 4.560294002294540405e-02 |
| 6.266254186630249023e-01 4.317337870597839355e-01 |
| 2.874020040035247803e-01 1.036432832479476929e-01 |
| 7.043002247810363770e-01 1.867213994264602661e-01 |
| 4.984107613563537598e-01 6.109960675239562988e-01 |
| 2.674010097980499268e-01 3.415887057781219482e-01 |
| 9.307042956352233887e-01 6.885178685188293457e-01 |
| 5.102221369743347168e-01 9.161692857742309570e-01 |
| 4.746623039245605469e-01 4.365140795707702637e-01 |
| 3.145709633827209473e-01 4.085902571678161621e-01 |
| 2.202316969633102417e-01 8.147077560424804688e-01 |
| 2.981786429882049561e-01 2.914288938045501709e-01 |
| 9.908223152160644531e-01 2.450988143682479858e-01 |
| 8.836289495229721069e-02 7.825155854225158691e-01 |
| 1.102468147873878479e-01 3.333191573619842529e-01 |
| 2.363412082195281982e-01 7.474292516708374023e-01 |
| 8.609622120857238770e-01 8.656439781188964844e-01 |
| 6.863709688186645508e-01 6.024261470884084702e-03 |
| 7.951778769493103027e-01 4.063146933913230896e-02 |
| 9.350052475929260254e-01 3.109010457992553711e-01 |
| 4.173804819583892822e-01 9.421052932739257812e-01 |
| 3.574900925159454346e-01 6.265122294425964355e-01 |
| 5.138353705406188965e-01 2.245290875434875488e-01 |
| 7.870466113090515137e-01 6.664912104606628418e-01 |
| 4.788954257965087891e-01 1.735768169164657593e-01 |
| 1.345535069704055786e-01 9.232314229011535645e-01 |
| 9.672061800956726074e-01 1.308037042617797852e-01 |
| 1.267479807138442993e-01 7.357828021049499512e-01 |
| 5.949789285659790039e-01 6.613515615463256836e-01 |
| 7.306671887636184692e-02 9.560112953186035156e-01 |
| 6.626346707344055176e-01 3.225623071193695068e-01 |
| 4.355829954147338867e-01 7.995752692222595215e-01 |
| 7.405737638473510742e-01 6.377591490745544434e-01 |
| 4.193658530712127686e-01 1.467769742012023926e-01 |
| 4.822555184364318848e-01 9.734663963317871094e-01 |
| 1.497486680746078491e-01 9.047068953514099121e-01 |
| 3.229557275772094727e-01 1.126973554491996765e-01 |
| 9.079498648643493652e-01 1.166060045361518860e-01 |
| 5.372288823127746582e-01 5.688049197196960449e-01 |
| 5.208560228347778320e-01 1.092544477432966232e-02 |
| 9.783008694648742676e-01 8.529931902885437012e-01 |
| 1.196966022253036499e-01 6.497581601142883301e-01 |
| 7.322201132774353027e-01 8.455106616020202637e-01 |
| 4.393292963504791260e-01 3.459701538085937500e-01 |
| 9.928746223449707031e-01 6.462289094924926758e-01 |
| 2.445415109395980835e-01 6.575331687927246094e-01 |
| 2.910785079002380371e-01 5.486144423484802246e-01 |
| 9.852659106254577637e-01 4.480240046977996826e-01 |
| 7.924826741218566895e-01 6.774068474769592285e-01 |
| 7.641977816820144653e-02 4.273501336574554443e-01 |
| 9.632136672735214233e-02 4.944865405559539795e-01 |
| 1.781750284135341644e-02 2.963909208774566650e-01 |
| 9.573251008987426758e-01 8.802830576896667480e-01 |
| 4.553795754909515381e-01 3.849922418594360352e-01 |
| 9.550440907478332520e-01 1.517270803451538086e-01 |
| 8.213795423507690430e-01 2.838506177067756653e-02 |
| 6.315947771072387695e-01 7.174248695373535156e-01 |
| 9.263393878936767578e-01 1.892714574933052063e-02 |
| 1.701049804687500000e-01 8.842172622680664062e-01 |
| 5.454629659652709961e-01 7.603359818458557129e-01 |
| 2.672706032171845436e-03 5.326800942420959473e-01 |
| 1.620141267776489258e-01 7.013846635818481445e-01 |
| 2.525686025619506836e-01 4.497798383235931396e-01 |
| 6.225423216819763184e-01 8.735119700431823730e-01 |
| 5.755311846733093262e-01 6.819605231285095215e-01 |
| 6.922466307878494263e-02 1.279877573251724243e-01 |
| 9.117870926856994629e-01 7.803229689598083496e-01 |
| 9.808853268623352051e-01 2.062817215919494629e-01 |
| 6.705501675605773926e-01 5.537468194961547852e-01 |
| 5.065081119537353516e-01 5.412559509277343750e-01 |
| 6.545882225036621094e-01 1.246759071946144104e-01 |
| 4.129507839679718018e-01 6.437026262283325195e-01 |
| 6.781409978866577148e-01 8.874381780624389648e-01 |
| 6.438561081886291504e-01 2.831565141677856445e-01 |
| 7.294484972953796387e-01 5.732671543955802917e-02 |
| 5.025926232337951660e-01 2.015414237976074219e-01 |
| 7.591111660003662109e-01 7.915845513343811035e-01 |
| 1.586485654115676880e-01 1.424837559461593628e-01 |
| 5.606921911239624023e-01 5.999652743339538574e-01 |
| 3.334112763404846191e-01 5.877897739410400391e-01 |
| 4.485444724559783936e-01 9.622009992599487305e-01 |
| 8.013502955436706543e-01 2.553083300590515137e-01 |
| 3.457310795783996582e-01 6.061770021915435791e-02 |
| 2.159250825643539429e-01 8.786644041538238525e-02 |
| 2.480993717908859253e-01 2.286615669727325439e-01 |
| 1.038988903164863586e-01 6.972289085388183594e-02 |
| 8.187611699104309082e-01 9.362939000129699707e-01 |
| 6.387012600898742676e-01 5.064753293991088867e-01 |
| 4.592222869396209717e-01 7.087574005126953125e-01 |
| 5.488120317459106445e-01 6.591330468654632568e-02 |
| 3.422678709030151367e-01 7.756938934326171875e-01 |
| 3.685413897037506104e-01 1.346441805362701416e-01 |
| 3.031010925769805908e-01 5.641242265701293945e-01 |
| 3.618443608283996582e-01 3.071720898151397705e-01 |
| 1.199055556207895279e-02 9.380564093589782715e-01 |
| 8.528971672058105469e-01 9.543772786855697632e-02 |
| 8.723951578140258789e-01 7.645426392555236816e-01 |
| 1.783537268638610840e-01 4.037394225597381592e-01 |
| 6.573342680931091309e-01 7.513952255249023438e-01 |
| 7.368251085281372070e-01 3.380081653594970703e-01 |
| 1.009236052632331848e-01 7.669779658317565918e-01 |
| 9.732959270477294922e-01 3.573974967002868652e-01 |
| 5.413222908973693848e-01 3.024719953536987305e-01 |
| 7.479312419891357422e-01 9.205819368362426758e-01 |
| 4.935043752193450928e-01 7.395997047424316406e-01 |
| 2.799544632434844971e-01 4.894935786724090576e-01 |
| 4.413081333041191101e-02 8.009774237871170044e-02 |
| 6.193532347679138184e-01 2.598201930522918701e-01 |
| 3.926581740379333496e-01 9.190223366022109985e-02 |
| 1.376372855156660080e-02 3.902109265327453613e-01 |
| 4.226389527320861816e-02 8.430765271186828613e-01 |
| 7.214282751083374023e-01 8.296379446983337402e-01 |
| 5.709383487701416016e-01 3.396919369697570801e-02 |
| 2.636170983314514160e-01 7.946444749832153320e-01 |
| 4.002625048160552979e-01 1.903536468744277954e-01 |
| 3.891954123973846436e-01 6.924659013748168945e-01 |
| 5.319398641586303711e-01 2.754947245121002197e-01 |
| 9.509903788566589355e-01 5.836300253868103027e-01 |
| 8.063796162605285645e-01 7.048763036727905273e-01 |
| 4.241721034049987793e-01 4.548895955085754395e-01 |
| 3.471286594867706299e-02 1.947927176952362061e-01 |
| 5.524705648422241211e-01 8.610994815826416016e-01 |
| 7.750888466835021973e-01 4.974684119224548340e-01 |
| 5.640086904168128967e-02 1.538340449333190918e-01 |
| 2.089274972677230835e-01 3.551890552043914795e-01 |
| 6.341875791549682617e-01 1.088369190692901611e-01 |
| 8.806391954421997070e-01 6.230818033218383789e-01 |
| 9.163047373294830322e-02 2.472531199455261230e-01 |
| 2.555872499942779541e-01 9.310653209686279297e-01 |
| 2.690272219479084015e-02 8.774285912513732910e-01 |
| 1.827694028615951538e-01 5.245408788323402405e-02 |
| 7.512970361858606339e-03 5.759208798408508301e-01 |
| 9.622607231140136719e-01 4.876964986324310303e-01 |
| 5.296872854232788086e-01 9.004868865013122559e-01 |
| 3.100061714649200439e-01 6.744654178619384766e-01 |
| 2.281299382448196411e-01 1.198461726307868958e-01 |
| 9.250778555870056152e-01 9.677652716636657715e-01 |
| 9.691455364227294922e-01 9.081176519393920898e-01 |
| 8.339611887931823730e-01 5.454884171485900879e-01 |
| 9.041317701339721680e-01 4.116657376289367676e-01 |
| 2.599405348300933838e-01 1.665352582931518555e-01 |
| 8.290047645568847656e-01 7.322062849998474121e-01 |
| 7.986934781074523926e-01 9.953644275665283203e-01 |
| 4.636414945125579834e-01 1.586264371871948242e-02 |
| 8.377644419670104980e-01 1.698939800262451172e-01 |
| 9.204785227775573730e-01 3.313632905483245850e-01 |
| 8.856352567672729492e-01 8.039191961288452148e-01 |
| 9.392747282981872559e-01 8.182386755943298340e-01 |
| 2.760367989540100098e-01 2.167236357927322388e-01 |
| 1.977178454399108887e-01 2.115553431212902069e-02 |
| 3.778420090675354004e-01 9.113656878471374512e-01 |
| 7.090563178062438965e-01 5.920023918151855469e-01 |
| 1.383802741765975952e-01 1.817052513360977173e-01 |
| 5.797619223594665527e-01 4.595343172550201416e-01 |
| 1.847829371690750122e-01 8.573533892631530762e-01 |
| 7.836326956748962402e-01 1.972018480300903320e-01 |
| 5.422496423125267029e-02 8.062338232994079590e-01 |
| 3.708338364958763123e-02 6.862497925758361816e-01 |
| 8.354112505912780762e-02 6.358309984207153320e-01 |
| 1.898623555898666382e-01 5.103219747543334961e-01 |
| 7.137327194213867188e-01 1.613882035017013550e-01 |
| 3.655638098716735840e-01 8.918595314025878906e-01 |
| 6.155162304639816284e-02 7.230687141418457031e-01 |
| 1.074911206960678101e-01 9.690636992454528809e-01 |
| 2.313841134309768677e-01 6.188328266143798828e-01 |
| 9.967250227928161621e-01 7.219390273094177246e-01 |
| 3.491069972515106201e-01 8.506461381912231445e-01 |
| 4.285376071929931641e-01 7.280529141426086426e-01 |
| 2.842876613140106201e-01 8.691321611404418945e-01 |
| 8.013040572404861450e-02 2.629479579627513885e-02 |
| 1.154633760452270508e-01 4.430717825889587402e-01 |
| 6.110151410102844238e-01 1.002199426293373108e-01 |
| 6.523979455232620239e-02 4.639171957969665527e-01 |
| 9.458360075950622559e-01 5.608248114585876465e-01 |
| 5.184538960456848145e-01 7.867105007171630859e-01 |
| 9.008284211158752441e-01 9.573828577995300293e-01 |
| 4.088306427001953125e-01 3.690858483314514160e-01 |
| 7.454071044921875000e-01 2.325294315814971924e-01 |
| 8.774013519287109375e-01 2.678103446960449219e-01 |
| 1.668652594089508057e-01 2.801598608493804932e-01 |
| 8.881209492683410645e-01 5.001180619001388550e-02 |
| 4.441633820533752441e-01 5.018237233161926270e-01 |
| 2.722262144088745117e-01 7.135804891586303711e-01 |
| 3.380809128284454346e-01 4.203405976295471191e-01 |
| 3.847546875476837158e-01 4.708171784877777100e-01 |
| 6.069393754005432129e-01 4.829780459403991699e-01 |
| 7.704432606697082520e-01 1.396879851818084717e-01 |
| 1.738853752613067627e-01 5.257139205932617188e-01 |
| 3.253793716430664062e-01 9.830214977264404297e-01 |
| 5.562328100204467773e-01 3.179682195186614990e-01 |
| 7.571556568145751953e-01 8.396292477846145630e-02 |
| 2.362004294991493225e-02 3.616425991058349609e-01 |
| 4.664198756217956543e-01 6.314598321914672852e-01 |
| 8.098286986351013184e-01 2.881146073341369629e-01 |
| 5.842485427856445312e-01 2.405722737312316895e-01 |
| 4.856497645378112793e-01 2.122540920972824097e-01 |
| 4.903154969215393066e-01 3.958137035369873047e-01 |
| 3.068905472755432129e-01 2.642624080181121826e-03 |
| 8.566258549690246582e-01 5.301454663276672363e-01 |
| 3.802253901958465576e-01 2.518181204795837402e-01 |
| 3.526403903961181641e-01 3.268518149852752686e-01 |
| 7.251702547073364258e-01 4.006538689136505127e-01 |
| 2.960272431373596191e-01 9.777081608772277832e-01 |
| 5.249383449554443359e-01 5.361147522926330566e-01 |
| 2.236440628767013550e-01 4.786072075366973877e-01 |
| 5.878953337669372559e-01 8.343371152877807617e-01 |
| 3.291922509670257568e-01 2.706876397132873535e-01 |
| 4.504058957099914551e-01 1.573852747678756714e-01 |
| 5.650206804275512695e-01 4.157688915729522705e-01 |
| 1.472896486520767212e-01 2.634120881557464600e-01 |
| 7.789721488952636719e-01 6.531743407249450684e-01 |
| 4.040241539478302002e-01 5.804494619369506836e-01 |
| 9.161518812179565430e-01 5.139469504356384277e-01 |
| 6.978526711463928223e-01 3.806330859661102295e-01 |
| 7.683671116828918457e-01 9.932399988174438477e-01 |
| 9.426524043083190918e-01 7.217209786176681519e-02 |
| 2.390663027763366699e-01 2.371962368488311768e-01 |
| 3.727245926856994629e-01 5.176500082015991211e-01 |
| 2.009057700634002686e-01 9.922131896018981934e-01 |
| 8.965964913368225098e-01 3.909336924552917480e-01 |
| 2.937058731913566589e-02 2.081713229417800903e-01 |
| 1.310893148183822632e-01 3.142106831073760986e-01 |
| 6.930515170097351074e-01 5.736472606658935547e-01 |
| 5.917707681655883789e-01 7.694911956787109375e-02 |
| 3.187721967697143555e-01 7.560849189758300781e-01 |
| 6.457237601280212402e-01 9.851110577583312988e-01 |
| 1.945497691631317139e-01 6.693309545516967773e-01 |
| 8.252172470092773438e-01 4.656552374362945557e-01 |
| 6.817589402198791504e-01 3.640582263469696045e-01 |
| 7.021398544311523438e-01 8.961659669876098633e-01 |
|
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