{"steps":[[{"__dict__":[["params",{"__nd__":[0.03419276725318417,1.3597475403099617,1.2247210785859324,-0.5103070767876675],"dtype":"float64","shape":[4]}],["grads",{"__nd__":[-0.2979695111064471,-0.5273841930334252,0.5697263575719601,-0.056064439045617594],"dtype":"float64","shape":[4]}],["velocity",{"__nd__":[0.7468856162565439,-1.8473247989741095,1.5665487746995206,-0.09643216015562055],"dtype":"float64","shape":[4]}],["lr",0.1],["beta",0.9]]},{"__tuple__":[{"__nd__":[-0.003229987099260076,1.578745191520974,1.0267590531057795,-0.4960217384690999],"dtype":"float64","shape":[4]},{"__nd__":[0.37422754352444243,-2.189976512110124,1.9796202548015285,-0.14285338318567609],"dtype":"float64","shape":[4]}]}],[{"__dict__":[["params",{"__nd__":[[0.6803784532741461,-0.13656633397682774,-0.3790985670748533],[0.46311015859758675,0.824513527530113,-0.20252987069345152]],"dtype":"float64","shape":[2,3]}],["grads",{"__nd__":[[-0.15278617857019708,0.685698610809258,-0.8703406419471712],[-1.5143835037313955,0.39498186274953,-0.6705658236878794]],"dtype":"float64","shape":[2,3]}],["velocity",{"__nd__":[[-1.9203405901180286,-0.8140536639453595,-0.467597558892747],[-1.1932024774322612,-1.4924638840630338,0.03663782694480509]],"dtype":"float64","shape":[2,3]}],["lr",0.01],["beta",0.5]]},{"__tuple__":[{"__nd__":[[0.6915080180104383,-0.13935305176519353,-0.3680571728609178],[0.484220006022062,0.8280260283229328,-0.19600740159129676]],"dtype":"float64","shape":[2,3]},{"__nd__":[[-1.1129564736292115,0.27867177883657823,-1.1041394213935447],[-2.110984742447526,-0.35125007928198687,-0.6522469102154769]],"dtype":"float64","shape":[2,3]}]}],[{"__dict__":[["params",{"__nd__":[0.8972492567277476,-0.23313207796045685,-0.7435960295088448,0.3849938087479083,0.7172358071943838],"dtype":"float64","shape":[5]}],["grads",{"__nd__":[-0.3000105984884774,0.5446678079208929,1.0428754765829538,-0.20695643620832396,-0.8135155419815723],"dtype":"float64","shape":[5]}],["velocity",{"__nd__":[0.3476505985155095,0.24754574096284754,1.0988127684144084,-1.284580778805345,-0.6616129303555477],"dtype":"float64","shape":[5]}],["lr",0.3],["beta",0.99]]},{"__tuple__":[{"__nd__":[0.8840002085151845,-0.4700535054026904,-1.3828060647028102,0.8286012309155929,1.157789510104453],"dtype":"float64","shape":[5]},{"__nd__":[0.04416349404187703,0.7897380914741119,2.130700117313218,-1.4786914072256154,-1.4685123430335645],"dtype":"float64","shape":[5]}]}]],"paths":[[{"__dict__":[["A",{"__nd__":[[1.0472311964789367,0.37614980953221755],[0.37614980953221755,1.0370332303934795]],"dtype":"float64","shape":[2,2]}],["b",{"__nd__":[1.6187762233340763,-1.2055581426463289],"dtype":"float64","shape":[2]}],["x0",{"__nd__":[-0.6269554710763733,-1.3206632116051251],"dtype":"float64","shape":[2]}],["lr",0.1],["beta",0.9],["steps",8],["nesterov",false]]},{"__nd__":[[-0.6269554710763733,-1.3206632116051251],[-0.3497443943813856,-1.280678944107433],[0.14642223512628622,-1.219282626640527],[0.785379323546034,-1.1636457646635805],[1.4838414658626393,-1.1429964988089236],[2.1619363004452494,-1.1822501071315636],[2.752164875302052,-1.296852096876731],[3.2058139904027585,-1.4895844593399636],[3.4962836653072507,-1.7497111736287527]],"dtype":"float64","shape":[9,2]}],[{"__dict__":[["A",{"__nd__":[[0.8365403839543495,-0.6550221212961312,0.6171517804125415],[-0.6550221212961312,1.8061872657338192,-1.2372232559620213],[0.6171517804125415,-1.2372232559620213,2.0870182739222747]],"dtype":"float64","shape":[3,3]}],["b",{"__nd__":[0.9493494832580337,-0.05785496250096947,0.6128622742800935],"dtype":"float64","shape":[3]}],["x0",{"__nd__":[0.6578901620545003,-0.34440266642056316,-0.49737203549585546],"dtype":"float64","shape":[3]}],["lr",0.05],["beta",0.7],["steps",10],["nesterov",true]]},{"__nd__":[[0.6578901620545003,-0.34440266642056316,-0.49737203549585546],[0.6819081853839007,-0.3254140110095243,-0.4564337490878964],[0.7199406936003245,-0.29040606594602175,-0.3933639856822545],[0.7648718017825679,-0.2419320238887013,-0.32161717995859873],[0.8120455510289837,-0.1828168736482305,-0.2498708065344799],[0.8587164810438239,-0.1162295913370771,-0.1829978918170045],[0.9034918965812873,-0.0454548352404634,-0.12314522330714525],[0.9458418115098584,0.02641635918366804,-0.07072078897347409],[0.9857152796678413,0.09674787867750612,-0.025184966245025947],[1.0232717617123135,0.16351509232089725,0.014387516943331631],[1.0587160008158794,0.22534957851920812,0.048958931761805505]],"dtype":"float64","shape":[11,3]}],[{"__dict__":[["A",{"__nd__":[[0.703321468534033,0.08371690664895179,0.31151870404965193,0.05079559876350415],[0.08371690664895179,1.585899206351411,0.5186452661762377,0.3140707135172578],[0.31151870404965193,0.5186452661762377,1.1337444083679797,0.18948231015591202],[0.05079559876350415,0.3140707135172578,0.18948231015591202,0.5979241945918377]],"dtype":"float64","shape":[4,4]}],["b",{"__nd__":[1.8196918381290936,0.40899969445359535,-0.5736900371557184,0.9531095952386714],"dtype":"float64","shape":[4]}],["x0",{"__nd__":[-0.12880113396915818,0.5938744680979048,0.6127474289476967,-0.3910657167609224],"dtype":"float64","shape":[4]}],["lr",0.2],["beta",0.5],["steps",6],["nesterov",false]]},{"__nd__":[[-0.12880113396915818,0.5938744680979048,0.6127474289476967,-0.3910657167609224],[0.2091079139663198,0.45047071102658365,0.3203123904916767,-0.2128944360864201],[0.6872505455561646,0.2943344497025868,-0.06496077222192098,0.04971307993482105],[1.1922027204397598,0.19681804084366827,-0.43283884206607426,0.34268538305648455],[1.6611075195555403,0.17084403031752685,-0.741051162967062,0.6307418513659286],[2.0627417415657097,0.19490515177009998,-0.9869803948763128,0.8904412476205879],[2.3865262101800315,0.23882463304718612,-1.1833647441096853,1.1086342163042395]],"dtype":"float64","shape":[7,4]}],[{"__dict__":[["A",{"__nd__":[[1.8836586497684606,0.37376198112554887,0.5055214302674461],[0.37376198112554887,0.9322257734252057,0.7786572505850508],[0.5055214302674461,0.7786572505850508,1.9808454196302534]],"dtype":"float64","shape":[3,3]}],["b",{"__nd__":[1.0790459442040814,1.1654628406272693,1.096796447776445],"dtype":"float64","shape":[3]}],["x0",{"__nd__":[2.2545390605711515,0.18586090464094035,0.0020840828512682153],"dtype":"float64","shape":[3]}],["lr",0.1],["beta",0.95],["steps",12],["nesterov",true]]},{"__nd__":[[2.2545390605711515,0.18586090464094035,0.0020840828512682153],[1.9307133258753733,0.20065237894312965,-0.01709307211736553],[1.419011051276689,0.2533203049717084,-0.01740530811740361],[0.8546297404442957,0.35813194615059807,0.02470346208465736],[0.3460054190868266,0.5146394899196385,0.1098304322159054],[-0.03787440320140528,0.7083098644482916,0.21789087752038755],[-0.2683820957295834,0.9157472495301047,0.31760323349929054],[-0.35009386584473706,1.1117292316292149,0.3783207650887507],[-0.30979947335677577,1.275500590858931,0.3798760223432944],[-0.18523683752227496,1.3946743946864686,0.317786487444909],[-0.015837767008232306,1.4662152400041408,0.20318565794573995],[0.1635560881136447,1.4949383438485877,0.058517554657214116],[0.3260688027524428,1.4905278400886366,-0.08901782596588734]],"dtype":"float64","shape":[13,3]}]]}