methods.csv

structure,elements,bits,implementation,method,dataset_retained_bytes,result_retained_bytes,additional_peak_bytes,ns_op,ns_element,min_ns_op,max_ns_op,loops
1d,1024,2,python-list,construct,8360,8360,8360,3075.032736887806,3.002961657116998,3034.037035831716,3144.8364552488783,2048
1d,1024,2,python-list,get,8360,28,64,33.76594914783482,,33.62973366449751,34.40681872746154,262144
1d,1024,2,python-list,slice-copy,8360,4264,4272,738.1337638889818,,737.197865419148,753.2501342666365,8192
1d,1024,2,python-list,gather,8360,2312,2312,3326.009277770936,,3319.6411095559597,3339.7016068192897,2048
1d,1024,2,python-list,iterate-sum,8360,28,144,2465.9018436068436,2.408107269147308,2456.6239744672203,2477.8642000455875,2048
1d,1024,2,python-list,equal,8360,28,64,677.7191288165341,0.6618350867348965,676.5237969830196,681.9152815751295,8192
1d,1024,2,python-list,count,8360,28,96,8630.981255919323,8.428692632733714,8611.775456301984,8641.642580187181,1024
1d,1024,2,python-list,find,8360,28,1177,3732.971208592062,3.6454796958906854,3719.5229651842965,3739.929184121138,2048
1d,1024,2,python-list,set,8360,16,64,46.59271191087555,,46.235085093826456,46.696982280991506,131072
1d,1024,2,python-list,random-get-sum,8360,28,608,7947.916856210213,,7899.495130914147,7994.302677616361,1024
1d,1024,2,python-bytes,construct,1057,1057,2258,195.45745999494102,0.1908764257763096,194.98571646181517,197.17407440111856,32768
1d,1024,2,python-bytes,get,1057,28,64,39.77171303404248,,39.75200613126617,39.85054775057506,131072
1d,1024,2,python-bytes,slice-copy,1057,545,665,92.20823571354231,,91.96281425261077,95.25999544734987,65536
1d,1024,2,python-bytes,gather,1057,2312,2312,5229.084990787669,,5198.527333050151,5246.377895673504,1024
1d,1024,2,python-bytes,iterate-sum,1057,28,112,2519.2871362378355,2.4602413439822612,2505.5541073015775,2522.9081757061067,2048
1d,1024,2,python-bytes,equal,1057,28,64,58.44847095204386,0.057078584914105335,58.26377957873774,58.71009811642125,131072
1d,1024,2,python-bytes,count,1057,28,96,388.7609381081347,0.3796493536212253,386.70606272717123,389.4576963148211,16384
1d,1024,2,python-bytes,find,1057,28,64,343.3252544482457,0.33527856879711493,342.00799348127475,345.35730719653657,16384
1d,1024,2,python-bytes,random-get-sum,1057,28,608,9639.689551477204,,9624.999847801519,9667.195399742923,1024
1d,1024,2,python-str,construct,1065,1065,1129,147.52452059951793,0.14406691464796673,147.40689024961284,147.77502599372383,65536
1d,1024,2,python-str,get,1065,28,64,45.597076336889586,,45.4422597329085,46.04530445817545,131072
1d,1024,2,python-str,slice-copy,1065,553,673,96.39549247708601,,96.24862684631807,96.61355804269078,65536
1d,1024,2,python-str,gather,1065,2312,2312,5315.388762028306,,5302.206091073458,5356.079100238276,1024
1d,1024,2,python-str,iterate-sum,1065,28,256,9896.64658845868,9.66469393404168,9867.839708022075,10198.16227199044,512
1d,1024,2,python-str,equal,1065,28,64,56.979812868007684,0.055644348503913754,56.73630454339218,57.334579750545345,131072
1d,1024,2,python-str,count,1065,28,96,397.8144462735145,0.388490670188979,395.85114564033574,402.0182586828014,16384
1d,1024,2,python-str,find,1065,28,113,379.6870089445292,0.3707880946723918,377.6499681862333,387.7843113286872,16384
1d,1024,2,python-str,random-get-sum,1065,28,608,8046.14273874904,,8035.48255134956,8054.037152760429,1024
1d,1024,2,numpy,construct,1136,1136,1576,506.23577863007085,0.49437087756842857,504.55987832265237,506.53838457037637,16384
1d,1024,2,numpy,get,1136,25,88,57.810783715694924,,57.695388022693805,58.25996396424671,131072
1d,1024,2,numpy,slice-copy,1136,624,824,252.30660583019926,,251.35803127795953,253.88845870111254,32768
1d,1024,2,numpy,gather,1136,368,416,306.91272456806473,,305.9260222926241,308.2631820916504,16384
1d,1024,2,numpy,iterate-sum,1136,28,462,28139.972528151702,27.480441922023147,27972.49635477783,28173.503778816666,256
1d,1024,2,numpy,equal,1136,28,1521,1019.9533733157296,0.9960482161286421,1014.470456084382,1026.8808523505868,8192
1d,1024,2,numpy,count,1136,32,1281,811.4776619549957,0.7924586542529255,811.1368572372157,812.7899207011069,8192
1d,1024,2,numpy,slice-view,1136,1248,216,95.03236597652176,,94.91410679629553,95.27587963020778,65536
1d,1024,2,numpy,gather-list,1136,368,2616,6429.68757347262,,6404.907253454439,6436.5644902864005,1024
1d,1024,2,numpy,find,1136,28,1121,408.45489479579555,0.3988817331990191,406.50940036357497,409.0474305940006,16384
1d,1024,2,numpy,set,1136,16,64,70.82017461357282,,70.7187641779683,71.24042511463813,131072
1d,1024,2,numpy,random-get-sum,1136,28,632,17075.84578980459,,17050.86333458894,17096.517694881186,512
1d,1024,2,packed,construct,328,328,632,284.74426727598257,0.2780705735117017,284.15936270675957,286.2625123611906,32768
1d,1024,2,packed,get,328,28,64,42.95539923759861,,42.407988232184834,43.67383610315301,131072
1d,1024,2,packed,slice-copy,328,200,392,87.0176997125327,,86.80787644266275,87.32859768656454,65536
1d,1024,2,packed,gather,328,136,200,261.6183181203269,,260.85281490395573,266.56723406404126,32768
1d,1024,2,packed,iterate-sum,328,28,321,4302.999059291324,4.202147518839183,4297.750024306879,4337.60601481481,2048
1d,1024,2,packed,equal,328,28,64,42.29132777311406,0.0413001247784317,42.19245930414672,43.10512480287798,131072
1d,1024,2,packed,count,328,28,96,60.56499479711874,0.05914550273156127,60.39905642296617,60.8002412860742,131072
1d,1024,2,packed,slice-view,328,400,192,59.4565126021962,,59.385619977092574,59.892654391546785,131072
1d,1024,2,packed,gather-list,328,136,2296,1973.7956336030038,,1967.610614883597,1987.9555566149065,4096
1d,1024,2,packed,find,328,28,185,324.4781510147732,0.31687319435036443,323.4965220144659,326.98059726499196,16384
1d,1024,2,packed,set,328,16,64,57.101569694850696,,56.988403329683024,57.348884752173035,131072
1d,1024,2,packed,random-get-sum,328,28,608,10118.896625499474,,10100.748113472946,10149.7403193207,512
1d,1024,2,word-aligned,construct,328,328,632,290.5057385760301,0.2836970103281544,289.7987343430941,291.4810224297071,32768
1d,1024,2,word-aligned,get,328,28,64,42.61112174219761,,42.352036544457405,42.91852739868318,131072
1d,1024,2,word-aligned,slice-copy,328,200,392,93.49632179578293,,92.51976251789529,93.75762743957239,65536
1d,1024,2,word-aligned,gather,328,136,200,284.70358159893294,,276.93557314023565,292.41561350090706,32768
1d,1024,2,word-aligned,iterate-sum,328,28,321,4324.84910106723,4.2234854502609664,4320.882339925447,4354.003863227263,2048
1d,1024,2,word-aligned,equal,328,28,64,44.04068043584175,0.04300847698812671,43.84899199294523,44.37510625621144,131072
1d,1024,2,word-aligned,count,328,28,96,61.009087559682484,0.059579187070002426,60.89242532425487,61.086655733788575,131072
1d,1024,2,word-aligned,slice-view,328,400,192,59.37162761426862,,59.28262325483047,59.45237013804672,131072
1d,1024,2,word-aligned,gather-list,328,136,2296,1944.4885310804239,,1939.8498807277065,1948.5981397338037,4096
1d,1024,2,word-aligned,find,328,28,185,303.1336603953605,0.29602896522984423,302.45972482134675,303.56090974237304,16384
1d,1024,2,word-aligned,set,328,16,64,56.49948064956334,,56.4559314852886,56.59802226887223,131072
1d,1024,2,word-aligned,random-get-sum,328,28,608,10022.704827861162,,10014.32201519492,10053.140613308642,512
matrix,1024,2,python-list,get,9384,28,64,37.850856671184374,,37.8098485853684,38.40303453017668,262144
matrix,1024,2,python-list,row-copy,9384,680,632,143.65704359420306,,143.45295795692437,143.72572465504163,65536
matrix,1024,2,python-list,count,9384,28,560,9093.871994991787,8.880734370109167,9071.044814845663,9111.327926802915,1024
matrix,1024,2,python-list,equal,9384,28,64,921.1120755026059,0.8995235112330136,918.6300076180487,922.6430677244934,8192
matrix,1024,2,python-list,construct,9384,9384,9384,2222.4020881367323,2.1703145391960277,2218.383770014043,2237.935348148312,4096
matrix,1024,2,python-list,set,9384,16,64,44.15162635496017,,43.89985619468462,44.37541889501517,131072
matrix,1024,2,numpy,get,1152,25,88,82.44959914804895,,82.23405600915612,82.7178929796446,65536
matrix,1024,2,numpy,row-copy,1152,176,320,216.7256809570972,,216.44845560331305,217.00796537515998,32768
matrix,1024,2,numpy,row-view,1152,1264,160,81.17294214571302,,80.81627100864353,81.857681522024,65536
matrix,1024,2,numpy,count,1152,32,1281,838.455207485822,0.8188039135603731,834.3607191818592,851.7202161328896,8192
matrix,1024,2,numpy,equal,1152,28,1465,1025.853492819806,1.0018100515818418,1019.6737036949344,1041.1325774839497,8192
matrix,1024,2,numpy,construct,1152,1152,1664,17813.800695876125,17.39628974206653,17787.923752621282,18424.80469349539,512
matrix,1024,2,numpy,set,1152,16,64,87.52060054462163,,87.36102330431095,89.07382209599746,65536
matrix,1024,2,packed,get,392,28,64,53.82537793252595,,53.34567987347327,53.95603253077752,131072
matrix,1024,2,packed,row-copy,392,88,224,73.47647823507941,,73.20340777994261,73.68215193537253,131072
matrix,1024,2,packed,row-view,392,400,136,45.96868841133528,,45.88285840156914,47.06350686944916,131072
matrix,1024,2,packed,count,392,28,64,83.65631032347665,0.08169561555027016,83.13624277889176,83.97991990705123,65536
matrix,1024,2,packed,equal,392,28,64,56.693076899705375,0.05536433290986853,56.577682983061095,57.025596689186386,131072
matrix,1024,2,packed,construct,392,392,27144,16355.388652300462,15.97205923076217,15936.685485939961,31332.35532004619,512
matrix,1024,2,packed,set,392,16,64,64.3682476209051,,64.23695353419134,65.32732399477936,131072
matrix,1024,2,word-aligned,get,392,28,64,53.956672019239704,,53.84922019402438,54.11052583781384,131072
matrix,1024,2,word-aligned,row-copy,392,88,224,74.52201700175465,,74.40248772638824,74.97978238291125,131072
matrix,1024,2,word-aligned,row-view,392,400,136,46.02591019420288,,45.83231394406084,46.33077210769443,131072
matrix,1024,2,word-aligned,count,392,28,64,83.0434103704647,0.08109708043990693,82.86857422490357,83.05677923203802,65536
matrix,1024,2,word-aligned,equal,392,28,64,57.40356456840345,0.0560581685238315,57.22490747928077,57.54915655131754,131072
matrix,1024,2,word-aligned,construct,392,392,27144,16186.76742509706,15.807390063571347,16144.855635502608,16418.375253124395,512
matrix,1024,2,word-aligned,set,392,16,64,64.25698195755558,,64.18577491729138,64.75416647333532,131072
ragged,1024,2,python-list,get,9552,28,64,38.187820017299146,,38.075923747271645,38.31735995163399,262144
ragged,1024,2,python-list,row-copy,9552,664,616,139.84742608386114,,139.21165731289875,142.00337261627283,65536
ragged,1024,2,python-list,count,9552,28,560,9147.664059128147,8.93326568274233,9123.331892624265,9236.206096829847,1024
ragged,1024,2,python-list,equal,9552,28,64,924.8911112536007,0.9032139758335944,923.3652349394106,953.4199136851385,8192
ragged,1024,2,python-list,construct,9552,9552,9552,2519.409122214711,2.4603604709128035,2518.3310299325967,2557.4340725142974,2048
ragged,1024,2,python-list,set,9552,16,64,44.91520044780373,,44.822060729643454,45.00516581629199,131072
ragged,1024,2,numpy,get,1456,25,120,120.22400142086553,,119.96777615763676,121.07530267257971,65536
ragged,1024,2,numpy,row-copy,1456,174,438,393.4580803388599,,389.66369686477265,393.97174589339556,16384
ragged,1024,2,numpy,row-view,1456,1248,280,232.04040644486668,,231.75683594445218,233.11615393595275,32768
ragged,1024,2,numpy,count,1456,32,1281,817.9982842193567,0.7988264494329655,815.032933587645,821.9960818678373,8192
ragged,1024,2,numpy,equal,1456,28,2209,2189.880376590736,2.1385550552643906,2189.198710311757,2215.097879343375,4096
ragged,1024,2,numpy,construct,1456,1456,2859,28031.249712512363,27.374267297375354,27897.7895504795,28717.28520403849,256
ragged,1024,2,numpy,set,1456,16,120,128.0873718201292,,127.70652446647546,128.25393724824607,65536
ragged,1024,2,packed,get,536,28,64,54.870925580985386,,54.55938811849137,55.83795115171597,131072
ragged,1024,2,packed,row-copy,536,88,224,73.77783184381315,,73.68659993289839,74.28487514005155,131072
ragged,1024,2,packed,row-view,536,400,136,46.07582226867635,,46.06437720156009,46.37145956110089,131072
ragged,1024,2,packed,count,536,28,64,82.03697277053834,0.08011423122122885,81.6936491787601,82.44960270076263,65536
ragged,1024,2,packed,equal,536,28,64,58.45482675681524,0.05708479175470238,58.17413395448057,58.64398211485877,131072
ragged,1024,2,packed,construct,536,536,27800,16203.939594561234,15.824159760313705,16127.929939102614,16229.90021132864,512
ragged,1024,2,packed,set,536,16,64,64.74685676494119,,64.37650945656515,65.21510975687761,131072
ragged,1024,2,word-aligned,get,536,28,64,54.50693585373756,,54.35117245156107,55.33187064088452,131072
ragged,1024,2,word-aligned,row-copy,536,88,224,142.53552294007932,,141.97668463111768,144.13516069566867,65536
ragged,1024,2,word-aligned,row-view,536,400,136,46.24716254397754,,46.159112088162146,46.41914408409775,131072
ragged,1024,2,word-aligned,count,536,28,64,82.25567427189162,0.08032780690614416,82.09291024741106,82.53288186210739,65536
ragged,1024,2,word-aligned,equal,536,28,64,59.228256077403785,0.057840093825589634,59.181846978617614,60.012817826304854,131072
ragged,1024,2,word-aligned,construct,536,536,27800,16140.299067046726,15.762010807662818,16117.107406898867,16192.463135666912,512
ragged,1024,2,word-aligned,set,536,16,64,64.26334309139747,,64.05575447843148,64.33105426140173,131072
1d,65536,2,python-list,construct,524456,524456,524456,195140.6229636632,2.9776096033273802,195007.8149093315,196257.8171514906,32
1d,65536,2,python-list,get,524456,28,64,33.9873649224387,,33.91027458832241,34.112136226838174,262144
1d,65536,2,python-list,slice-copy,524456,262312,262320,41233.39931538794,,40912.766053224914,41561.52317591477,128
1d,65536,2,python-list,gather,524456,2312,2312,3392.0088071681676,,3372.0907595125027,3455.139108154981,2048
1d,65536,2,python-list,iterate-sum,524456,28,144,152730.47029040754,2.3304820295777517,152242.1880508773,153829.4345664326,64
1d,65536,2,python-list,equal,524456,28,64,41294.59375690203,0.6301054955581975,40967.45215065312,41445.9609601181,128
1d,65536,2,python-list,count,524456,28,96,574750.0108554959,8.769989179313598,571713.5645681992,575515.630771406,16
1d,65536,2,python-list,find,524456,28,65721,219984.37296133488,3.3566951440633375,218730.46352993697,222164.06796360388,32
1d,65536,2,python-list,set,524456,16,64,46.44266482500825,,46.13240811579544,46.7615119958964,131072
1d,65536,2,python-list,random-get-sum,524456,28,608,7383.707043118193,,7361.735242739087,7416.299922624603,1024
1d,65536,2,python-bytes,construct,65569,65569,131282,4245.686568538076,0.06478403577481195,4034.342737213592,4360.473667475162,2048
1d,65536,2,python-bytes,get,65569,28,64,40.89069527424272,,39.90682273524726,41.57766042567346,131072
1d,65536,2,python-bytes,slice-copy,65569,32801,32921,745.21886972434,,724.9755924476631,782.4503143183392,8192
1d,65536,2,python-bytes,gather,65569,2312,2312,5168.4169193322305,,5080.566324977553,5235.839807937737,1024
1d,65536,2,python-bytes,iterate-sum,65569,28,112,158306.00023036823,2.415557864843265,157455.74637548998,159710.93671396375,32
1d,65536,2,python-bytes,equal,65569,28,64,1853.1493992668402,0.028276815784711307,1828.1045299772813,1855.031257491646,4096
1d,65536,2,python-bytes,count,65569,28,96,20472.495634749066,0.31238549247358804,20402.018890308682,20544.75771728903,256
1d,65536,2,python-bytes,find,65569,28,96,4327.921374169819,0.0660388393275424,4293.253937248664,4335.774860919628,2048
1d,65536,2,python-bytes,random-get-sum,65569,28,608,9012.04407455225,,9007.040034703095,9027.302667163895,1024
1d,65536,2,python-str,construct,65577,65577,65641,3617.126367316814,0.05519296825129416,3615.3159044260974,3627.298838182469,2048
1d,65536,2,python-str,get,65577,28,64,45.51855425916074,,45.48359022749082,45.668603121384876,131072
1d,65536,2,python-str,slice-copy,65577,32809,32929,542.7805831459409,,538.134273142532,544.044496564311,16384
1d,65536,2,python-str,gather,65577,2312,2312,5182.617314858362,,5181.233291295939,5275.675675875391,1024
1d,65536,2,python-str,iterate-sum,65577,28,256,625791.6102185845,9.548822177407601,622979.1324585676,629921.8512140214,8
1d,65536,2,python-str,equal,65577,28,64,1776.926751517749,0.027113750480922683,1773.8850033310882,1797.6886965698213,4096
1d,65536,2,python-str,count,65577,28,96,20461.426174733788,0.31221658591817913,20393.714294186793,20647.784367611166,256
1d,65536,2,python-str,find,65577,28,145,4368.1641272996785,0.06665289500884519,4366.597636362712,4401.998012326658,2048
1d,65536,2,python-str,random-get-sum,65577,28,608,7490.112238883739,,7484.2118920059875,7535.034228567383,1024
1d,65536,2,numpy,construct,65648,65648,66088,1713.714596007776,0.02614920953381006,1708.648653675482,1715.993391826487,4096
1d,65536,2,numpy,get,65648,25,88,59.15514478260775,,59.08457190173522,60.1523666432513,131072
1d,65536,2,numpy,slice-copy,65648,32880,33080,866.7957729358022,,860.7686652339908,873.3316576581274,8192
1d,65536,2,numpy,gather,65648,368,416,307.11613874245813,,305.92345012792066,308.1207182731305,16384
1d,65536,2,numpy,iterate-sum,65648,28,464,1767427.020240575,26.968796085213853,1760843.7919989228,1771437.528077513,4
1d,65536,2,numpy,equal,65648,28,66033,4121.704023418715,0.06289221227140374,4114.868147553352,4165.893528806919,2048
1d,65536,2,numpy,count,65648,32,65793,4723.144570561999,0.07206946671389769,4695.414531852293,4738.281290883606,2048
1d,65536,2,numpy,slice-view,65648,65760,216,94.55744987008075,,94.52374172269629,94.5752560710389,65536
1d,65536,2,numpy,gather-list,65648,368,2616,5734.823389502708,,5733.235411753412,5735.595550504513,1024
1d,65536,2,numpy,find,65648,28,65665,5293.416052154498,0.08077111895987699,5288.2899126416305,5294.311449688394,1024
1d,65536,2,numpy,set,65648,16,64,71.61077064665733,,71.57484382958046,71.65971993572384,131072
1d,65536,2,numpy,random-get-sum,65648,28,632,15841.958884266205,,15834.308669582242,15855.224773986265,512
1d,65536,2,packed,construct,16456,16456,16760,5346.435500541702,0.08158013153902743,5345.296813175082,5348.592821974307,1024
1d,65536,2,packed,get,16456,28,64,42.234100661175944,,42.21630156564515,42.2983177372771,131072
1d,65536,2,packed,slice-copy,16456,8264,8456,220.2199098633173,,219.27007765043527,228.32489321444882,32768
1d,65536,2,packed,gather,16456,136,200,262.71057151916466,,262.58215513053074,263.88674712052307,32768
1d,65536,2,packed,iterate-sum,16456,28,321,265907.5616975315,4.0574273940663375,265583.315922413,267721.37061925605,32
1d,65536,2,packed,equal,16456,28,64,470.5963192463969,0.007180729968969679,468.6177419443993,473.2717258093544,16384
1d,65536,2,packed,count,16456,28,96,704.7932228942955,0.0107542911208236,704.422006947425,706.0496898247948,8192
1d,65536,2,packed,slice-view,16456,16528,192,59.695244303270556,,59.17613243866526,61.12925809986791,131072
1d,65536,2,packed,gather-list,16456,136,2296,1747.7516962571826,,1664.0524904687481,1769.6735881145287,4096
1d,65536,2,packed,find,16456,28,185,1539.2861314467154,0.02348764238657708,1494.2932011763332,1548.1567174902011,4096
1d,65536,2,packed,set,16456,16,64,56.80211501157828,,56.65302360569058,57.434395017708084,131072
1d,65536,2,packed,random-get-sum,16456,28,608,9527.587963020778,,9414.79493121733,9707.397566671716,1024
1d,65536,2,word-aligned,construct,16456,16456,16760,5363.972604754963,0.08184772651298466,5353.027290766477,5388.142653828254,1024
1d,65536,2,word-aligned,get,16456,28,64,42.38383510823951,,42.23600846842146,42.41084994305311,131072
1d,65536,2,word-aligned,slice-copy,16456,8264,8456,221.87677473084477,,221.14056719146902,227.15887837421178,32768
1d,65536,2,word-aligned,gather,16456,136,200,277.62222032379213,,277.5154115397527,278.01770130508885,32768
1d,65536,2,word-aligned,iterate-sum,16456,28,321,273136.7130763829,4.167735490057112,272717.43601886556,273158.8465394452,32
1d,65536,2,word-aligned,equal,16456,28,64,478.8208087802559,0.007306225719913573,473.6480718747771,481.62841892462893,16384
1d,65536,2,word-aligned,count,16456,28,96,705.8461903852731,0.010770358129658097,704.991691691248,707.3110452893161,8192
1d,65536,2,word-aligned,slice-view,16456,16528,192,59.234297467014585,,59.17930678833727,59.31886271071107,131072
1d,65536,2,word-aligned,gather-list,16456,136,2296,1654.7648442610807,,1652.1301517968823,1657.643792896124,4096
1d,65536,2,word-aligned,find,16456,28,185,1329.4880432113132,0.020286377612477313,1326.5890856928308,1330.8307984516432,4096
1d,65536,2,word-aligned,set,16456,16,64,56.264555681195816,,56.22068854904683,56.41683209489656,131072
1d,65536,2,word-aligned,random-get-sum,16456,28,608,9413.533234692295,,9405.842774867779,9465.24983191921,1024
matrix,65536,2,python-list,get,590600,28,64,39.221763614705196,,39.184570255201834,39.318084787964835,131072
matrix,65536,2,python-list,row-copy,590600,680,632,143.2183687199995,,142.99455131094874,143.36268705505972,65536
matrix,65536,2,python-list,count,590600,28,560,603598.9499650896,9.210189055863793,602630.1853125915,604744.8114259169,16
matrix,65536,2,python-list,equal,590600,28,64,59759.76455374621,0.9118616417502778,59575.84471616428,60578.78090359736,128
matrix,65536,2,python-list,construct,590600,590600,590600,140447.2641297616,2.143055177761255,139807.93664813973,140843.7492500525,64
matrix,65536,2,python-list,set,590600,16,64,45.44956944130263,,45.319556107870085,46.16292592629634,131072
matrix,65536,2,numpy,get,65664,25,88,81.95495482254955,,81.81572042076368,82.53988781348198,65536
matrix,65536,2,numpy,row-copy,65664,176,320,218.48553188874575,,217.77090353225503,225.6736735262166,32768
matrix,65536,2,numpy,row-view,65664,65776,160,82.92643727259019,,82.56468220224633,83.75296189910841,65536
matrix,65536,2,numpy,count,65664,32,65793,4712.0771569098,0.07190059138351135,4704.44774691714,4784.2206640780205,2048
matrix,65536,2,numpy,equal,65664,28,66041,4117.512730772432,0.0628282582210149,4099.670377399889,4133.097149860987,2048
matrix,65536,2,numpy,construct,65664,65664,98432,1131848.9850964397,17.27064491419128,1121307.2284590453,1904171.8915104866,8
matrix,65536,2,numpy,set,65664,16,64,88.91677794053976,,88.83094793077362,89.4101397364011,65536
matrix,65536,2,packed,get,16520,28,64,54.19635762393682,,54.00212899075996,54.28600324819399,131072
matrix,65536,2,packed,row-copy,16520,88,224,73.75112964780328,,73.66275767139996,75.213112182837,131072
matrix,65536,2,packed,row-view,16520,16528,136,46.69983688643242,,46.50370044601004,47.61283278753581,131072
matrix,65536,2,packed,count,16520,28,96,714.8945257995365,0.010908424771111092,711.878413994782,735.4990145813645,8192
matrix,65536,2,packed,equal,16520,28,64,543.2841305719194,0.008289857949400625,540.5095890864686,544.2072108508,16384
matrix,65536,2,packed,construct,16520,16520,1670024,824567.7454397082,12.581905295405704,820593.7338061631,831052.107969299,8
matrix,65536,2,packed,set,16520,16,64,64.86924775117586,,64.74971847580946,65.05330674144716,131072
matrix,65536,2,word-aligned,get,16520,28,64,54.27614624409216,,54.17632920057258,54.716110753361136,131072
matrix,65536,2,word-aligned,row-copy,16520,88,224,75.3666533626074,,75.17305711246536,75.60698556119405,131072
matrix,65536,2,word-aligned,row-view,16520,16528,136,46.68998698775795,,46.583815915823834,46.803787512317285,131072
matrix,65536,2,word-aligned,count,16520,28,96,711.6903191217716,0.010859532457302423,710.1592984781746,712.9160337626672,8192
matrix,65536,2,word-aligned,equal,16520,28,64,532.4732796907483,0.008124897456218694,526.0620099534208,535.4868761742182,16384
matrix,65536,2,word-aligned,construct,16520,16520,1670024,825880.1244664937,12.601930610145473,823921.9023380429,834619.7719220072,8
matrix,65536,2,word-aligned,set,16520,16,64,65.2704237324997,,64.92996185158972,65.9847270156888,131072
ragged,65536,2,python-list,get,594136,28,64,39.28978742351319,,39.16740531906271,39.824797681831114,131072
ragged,65536,2,python-list,row-copy,594136,1000,952,221.85516002082295,,221.276614809085,222.80630673776614,32768
ragged,65536,2,python-list,count,594136,28,560,603486.9438735768,9.208479978539685,601072.9412082583,607687.4997233972,16
ragged,65536,2,python-list,equal,594136,28,64,60457.67986506689,0.9225109842692092,60221.35858074762,60554.03900973033,128
ragged,65536,2,python-list,construct,594136,594136,594136,168238.28627821058,2.5671125225557034,167992.18428786844,169257.8152869828,32
ragged,65536,2,python-list,set,594136,16,64,45.208931709339595,,45.14534701627326,45.969649420385394,131072
ragged,65536,2,numpy,get,73928,25,120,122.07667765551378,,121.49748229717261,122.15359745937349,65536
ragged,65536,2,numpy,row-copy,73928,216,480,381.0119721947558,,379.6895100549591,381.7392553173704,16384
ragged,65536,2,numpy,row-view,73928,65760,280,232.8860162492674,,232.76390948012704,237.80569335940527,32768
ragged,65536,2,numpy,count,73928,32,65793,4681.966288444528,0.07144113599311108,4668.253836825897,4719.868570646213,2048
ragged,65536,2,numpy,equal,73928,28,66721,5722.167998101213,0.08731335446321431,5715.901352232322,5726.725476051797,1024
ragged,65536,2,numpy,construct,73928,73928,83355,1641698.0070061982,25.050323593234225,1637270.7905247808,1646635.530050844,4
ragged,65536,2,numpy,set,73928,16,120,128.72886401282813,,128.42051688721767,128.97617907015047,65536
ragged,65536,2,packed,get,24624,28,64,54.50948314944526,,54.43699535589985,55.488586170326926,131072
ragged,65536,2,packed,row-copy,24624,104,240,73.11662386655371,,73.03492743915285,73.38110386001517,131072
ragged,65536,2,packed,row-view,24624,16528,136,46.69857034400593,,46.60256891497738,47.039671713378084,131072
ragged,65536,2,packed,count,24624,28,96,709.8795151705417,0.010831901781777065,709.6507488313364,711.4359164006601,8192
ragged,65536,2,packed,equal,24624,28,64,733.342545800042,0.011189919216919586,730.6925056127511,735.3261537446087,8192
ragged,65536,2,packed,construct,24624,24624,1710472,856072.8747397661,13.062635417782076,852500.0012014061,872130.2438061684,8
ragged,65536,2,packed,set,24624,16,64,65.9039844919107,,65.78763667164367,65.98726720596915,131072
ragged,65536,2,word-aligned,get,24624,28,64,54.544448957472014,,54.07174619165289,54.9500729363217,131072
ragged,65536,2,word-aligned,row-copy,24624,104,240,88.96064684904559,,88.84367375117108,89.07318260753527,65536
ragged,65536,2,word-aligned,row-view,24624,16528,136,46.62227759411053,,46.52944873839715,46.7780445490007,131072
ragged,65536,2,word-aligned,count,24624,28,96,709.7422951574117,0.01082980797054156,708.6995879035385,710.7646524673328,8192
ragged,65536,2,word-aligned,equal,24624,28,64,728.6987226962083,0.011119060099734623,727.2186337559106,747.5636039089295,8192
ragged,65536,2,word-aligned,construct,24624,24624,1710472,854614.6273147315,13.040384327922538,852708.239108324,855447.8699807078,8
ragged,65536,2,word-aligned,set,24624,16,64,66.131280007653,,65.99044688471167,66.38686400606275,131072
1d,1048576,2,python-list,construct,8388776,8388776,8388776,3174625.104293227,3.0275584261829636,3165437.4906793237,3293791.4365902543,2
1d,1048576,2,python-list,get,8388776,28,64,33.875308780295654,,33.63195766326044,34.80640753394937,262144
1d,1048576,2,python-list,slice-copy,8388776,4194472,4194480,661468.7736146152,,658671.8664038926,665156.2580373138,8
1d,1048576,2,python-list,gather,8388776,2312,2312,3479.7568559952197,,3470.7846907622297,3483.377895463491,2048
1d,1048576,2,python-list,iterate-sum,8388776,28,144,2454270.7833461463,2.340575011583468,2448427.2580593824,2464499.9648444355,4
1d,1048576,2,python-list,equal,8388776,28,64,770645.885495469,0.7349451880411806,769369.7407376021,772270.7523498684,8
1d,1048576,2,python-list,count,8388776,28,96,9230917.086824775,8.80328854258039,9166042.087599635,9283458.115532994,1
1d,1048576,2,python-list,find,8388776,28,1048761,3582562.43634969,3.4165977824685,3547312.4589771032,3610166.4882153273,2
1d,1048576,2,python-list,set,8388776,16,64,46.068510783925376,,45.919417601680834,46.229041927858816,131072
1d,1048576,2,python-list,random-get-sum,8388776,28,608,7435.0996328576,,7405.19226383185,7454.711976606632,1024
1d,1048576,2,python-bytes,construct,1048609,1048609,2097362,42995.11783756316,0.04100333961254421,42917.96903999057,43031.57766116783,128
1d,1048576,2,python-bytes,get,1048609,28,64,39.86835395153321,,39.775214233372935,39.94242092630884,131072
1d,1048576,2,python-bytes,slice-copy,1048609,524321,524441,8793.986353339278,,8760.98624758015,9602.498039384955,1024
1d,1048576,2,python-bytes,gather,1048609,2312,2312,5242.472752797767,,5228.434474702226,5285.400447974098,1024
1d,1048576,2,python-bytes,iterate-sum,1048609,28,112,2521250.0477209687,2.40445141574952,2508187.433704734,2564708.0037742853,2
1d,1048576,2,python-bytes,equal,1048609,28,64,27216.308808419853,0.025955494697971204,27130.85905270418,27305.50022533862,256
1d,1048576,2,python-bytes,count,1048609,28,96,331700.5030112341,0.31633425046084795,328237.0016677305,341445.3094592318,16
1d,1048576,2,python-bytes,find,1048609,28,96,71114.58580766339,0.06782015400663699,70786.46194713656,71761.0619176412,128
1d,1048576,2,python-bytes,random-get-sum,1048609,28,608,9021.118103191839,,8990.274409370613,9191.079925585655,1024
1d,1048576,2,python-str,construct,1048617,1048617,1048681,58363.60287503339,0.05565986907485332,58162.757341051474,58731.12604604103,128
1d,1048576,2,python-str,get,1048617,28,64,45.58403787768839,,45.48708432139392,45.7490312300024,131072
1d,1048576,2,python-str,slice-copy,1048617,524329,524449,9464.274398851558,,9418.33513934398,9626.138762541814,1024
1d,1048576,2,python-str,gather,1048617,2312,2312,5263.46866536187,,5240.071459411411,5309.7744512342615,1024
1d,1048576,2,python-str,iterate-sum,1048617,28,256,10133458.999916911,9.664019584576522,10119125.014171004,10315458.057448268,1
1d,1048576,2,python-str,equal,1048617,28,64,27473.63305388717,0.026200898221862,27397.461053624284,27662.109459924977,256
1d,1048576,2,python-str,count,1048617,28,96,332304.6985315159,0.3169104562106284,330023.4384369105,335544.26045157015,16
1d,1048576,2,python-str,find,1048617,28,145,76246.41330039594,0.07271424608268351,76140.3043725295,76633.78892175388,128
1d,1048576,2,python-str,random-get-sum,1048617,28,608,7541.300647062599,,7522.094620071584,7569.091621917323,1024
1d,1048576,2,numpy,construct,1048688,1048688,1049128,19595.378944359254,0.018687609619483236,17847.33194654109,21379.554709710646,256
1d,1048576,2,numpy,get,1048688,25,88,58.611869135916095,,57.736709635491934,58.803559355169455,131072
1d,1048576,2,numpy,slice-copy,1048688,524400,524600,9020.507832246949,,8991.047934614471,9072.672810361837,1024
1d,1048576,2,numpy,gather,1048688,368,416,306.76019946440647,,305.6030237758023,307.69348313697265,16384
1d,1048576,2,numpy,iterate-sum,1048688,28,468,28819249.94289875,27.484178488634825,28431082.842871547,28886874.904856086,1
1d,1048576,2,numpy,equal,1048688,28,1049073,48848.63301413134,0.04658568669713148,47599.280151189305,48942.38190900069,128
1d,1048576,2,numpy,count,1048688,32,1048833,62555.66404433921,0.05965773014482423,62523.43700907659,62748.36778175086,128
1d,1048576,2,numpy,slice-view,1048688,1048800,216,94.93064823118402,,94.8136609224548,95.17288290794568,65536
1d,1048576,2,numpy,gather-list,1048688,368,2616,5727.010602640803,,5718.586862712982,5732.5039506395115,1024
1d,1048576,2,numpy,find,1048688,28,1048705,90214.84584081918,0.08603558143693846,90026.03110275231,90509.12558450364,64
1d,1048576,2,numpy,set,1048688,16,64,70.27657922265007,,70.13256819732305,70.58969764273115,131072
1d,1048576,2,numpy,random-get-sum,1048688,28,632,16141.195374075323,,15952.799003571272,16180.17586224596,512
1d,1048576,2,packed,construct,262216,262216,262520,82554.68856077641,0.07873028617932931,82141.93803723902,82806.64042104036,64
1d,1048576,2,packed,get,262216,28,64,42.29100802888297,,42.26207650503966,42.33264938591219,131072
1d,1048576,2,packed,slice-copy,262216,131144,131336,2371.897210196039,,2370.056165545975,2374.2778125779296,4096
1d,1048576,2,packed,gather,262216,136,200,263.52181947686404,,262.84026688472295,264.92309501691125,32768
1d,1048576,2,packed,iterate-sum,262216,28,321,4258708.446286619,4.061420866285914,4249854.595400393,4263562.499545515,2
1d,1048576,2,packed,equal,262216,28,64,6679.037142021116,0.006369626180668941,6665.852424703189,6734.334874636261,1024
1d,1048576,2,packed,count,262216,28,96,10372.232736699516,0.009891731964778439,10341.796951252036,10443.603514431743,512
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1d,1048576,2,packed,gather-list,262216,136,2296,1637.7666156586201,,1629.9438811984146,1687.9577628969855,4096
1d,1048576,2,packed,find,262216,28,185,18260.742308484623,0.01741480093811476,18181.070572609315,18328.289115743246,512
1d,1048576,2,packed,set,262216,16,64,56.80625214665724,,56.73567216035735,57.11650885587005,131072
1d,1048576,2,packed,random-get-sum,262216,28,608,9403.767762705684,,9393.757636644295,9457.316309635644,1024
1d,1048576,2,word-aligned,construct,262216,262216,262520,82252.59443861432,0.07844218677388604,82162.76546590962,82513.01551354118,64
1d,1048576,2,word-aligned,get,262216,28,64,42.41593920539799,,42.334235672569775,42.70394882155415,131072
1d,1048576,2,word-aligned,slice-copy,262216,131144,131336,2380.879891461518,,2373.718245962664,2387.8581600911275,4096
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1d,1048576,2,word-aligned,iterate-sum,262216,28,321,4330541.472882032,4.129926178819687,4318292.019888759,4332583.397626877,2
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matrix,1048576,2,python-list,get,9442856,28,64,38.031734206356305,,37.90728353436634,38.0417519707521,262144
matrix,1048576,2,python-list,row-copy,9442856,680,632,145.36793813135773,,145.1956315179359,145.68901107736565,65536
matrix,1048576,2,python-list,count,9442856,28,560,9722624.905407429,9.27221766033881,9665749.967098236,9777791.798114777,1
matrix,1048576,2,python-list,equal,9442856,28,64,976692.7396412939,0.9314467808163585,967416.6212789714,981083.2561925054,8
matrix,1048576,2,python-list,construct,9442856,9442856,9442856,2678749.9664351344,2.554655043063292,2643145.5044075847,2793312.4219998717,2
matrix,1048576,2,python-list,set,9442856,16,64,45.25058017179617,,45.14980389558332,45.454024544255844,131072
matrix,1048576,2,numpy,get,1048704,25,88,81.9772019156062,,81.61418207919269,82.65049800115776,65536
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matrix,1048576,2,numpy,equal,1048704,28,1049081,46838.54058384895,0.04466871317276855,46800.13262259308,47040.69397121202,128
matrix,1048576,2,numpy,construct,1048704,1048704,1572992,18281667.02762246,17.43475630533453,18209874.86280501,18328791.01857543,1
matrix,1048576,2,numpy,set,1048704,16,64,90.43566961963734,,90.24429203918771,90.52722305114003,65536
matrix,1048576,2,packed,get,262280,28,64,53.2395016961118,,53.17052398368105,54.29776095411398,131072
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matrix,1048576,2,packed,equal,262280,28,64,7950.357485242421,0.0075820517399238785,7940.714795040549,7955.526371006272,1024
matrix,1048576,2,packed,construct,262280,262280,26149960,15596542.041748762,14.87402156996609,15544582.856819034,15698000.090196729,1
matrix,1048576,2,packed,set,262280,16,64,66.1525731970869,,66.09058367246234,66.33917237763853,131072
matrix,1048576,2,word-aligned,get,262280,28,64,54.509795788248994,,53.82347190163728,54.718338304837744,131072
matrix,1048576,2,word-aligned,row-copy,262280,88,224,76.64108281346671,,76.61375533984938,76.71418700283539,65536
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matrix,1048576,2,word-aligned,equal,262280,28,64,7833.170002413681,0.007470293047345811,7822.265615686774,7855.998092054506,1024
matrix,1048576,2,word-aligned,construct,262280,262280,26149960,15414916.910231113,14.7008103468238,15245541.93019867,15706833.9176476,1
matrix,1048576,2,word-aligned,set,262280,16,64,65.178870300997,,65.00085447669335,66.69489138744211,131072
ragged,1048576,2,python-list,get,9504376,28,64,38.07258686094883,,37.96386671695018,38.706138738575646,131072
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ragged,1048576,2,python-list,set,9504376,16,64,46.20233795549211,,46.105062878609715,46.3711398168698,131072
ragged,1048576,2,numpy,get,1179400,25,120,124.03488369727711,,123.79646108229281,124.61471499136678,65536
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ragged,1048576,2,packed,get,392816,28,64,55.22123736056983,,55.10425538091113,55.49589587872106,131072
ragged,1048576,2,packed,row-copy,392816,104,240,74.70893770289422,,74.31633797239101,77.80361244158485,131072
ragged,1048576,2,packed,row-view,392816,262288,136,46.860060720632646,,46.73925779741239,47.064460773071914,131072
ragged,1048576,2,packed,count,392816,28,96,10543.61928254366,0.01005517891172758,10538.168226048583,10559.73234542762,512
ragged,1048576,2,packed,equal,392816,28,64,10608.072443574201,0.010116646236013604,10565.837783360621,10682.128959160764,512
ragged,1048576,2,packed,construct,392816,392816,26805224,15182749.833911657,14.479398569022806,15006290.981546044,15499165.980145335,1
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ragged,1048576,2,word-aligned,get,392816,28,64,55.31184399387712,,55.14209000523351,55.66278815649639,131072
ragged,1048576,2,word-aligned,row-copy,392816,104,240,80.12199614881865,,79.98339768278129,80.36868237581984,65536
ragged,1048576,2,word-aligned,row-view,392816,262288,136,48.590658607849946,,48.02767072931147,50.784430882799825,131072
ragged,1048576,2,word-aligned,count,392816,28,96,10684.243989089737,0.01018928908261274,10343.99429045152,11342.122888891026,512
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ragged,1048576,2,word-aligned,construct,392816,392816,26805224,15105583.937838674,14.405807435835527,14763749.903067946,16042625.065892935,1
ragged,1048576,2,word-aligned,set,392816,16,64,64.79835512607224,,64.69186430990703,64.93440984911558,131072
1d,1024,5,python-list,construct,9144,9144,8360,3054.1582418663893,2.982576408072646,3043.640163014061,3223.7753657682333,2048
1d,1024,5,python-list,get,9144,28,64,34.88906141768666,,33.57331124220764,35.40865645135227,262144
1d,1024,5,python-list,slice-copy,9144,5048,4272,743.0369919347868,,740.3361905744532,747.1058438568434,8192
1d,1024,5,python-list,gather,9144,3096,2312,3324.2591825910495,,3317.749019515759,3334.6758527841303,2048
1d,1024,5,python-list,iterate-sum,9144,28,144,2473.205540809431,2.41523978594671,2465.738702994713,2489.2173087209812,2048
1d,1024,5,python-list,equal,9144,28,64,710.6882264906744,0.6940314711822992,707.3465440043947,716.7155899878708,8192
1d,1024,5,python-list,count,9144,28,64,9177.246283798013,8.962154574021497,9097.371048483183,9199.706937579322,1024
1d,1024,5,python-list,find,9144,28,1177,3742.309559129353,3.654599178837259,3734.1308143368224,3755.6558254436823,2048
1d,1024,5,python-list,set,9144,16,64,46.581588364347226,,46.543441101221106,46.72241260550436,131072
1d,1024,5,python-list,random-get-sum,9144,28,608,8051.553550103563,,7898.966714492417,8053.42688181554,1024
1d,1024,5,python-bytes,construct,1057,1057,2258,199.24798522197307,0.19457811056833307,199.02801540183646,199.582430582268,32768
1d,1024,5,python-bytes,get,1057,28,64,40.296553649454836,,39.80922791413377,40.71871906319302,131072
1d,1024,5,python-bytes,slice-copy,1057,545,665,94.1276532273605,,93.91656519142089,94.8047613746894,65536
1d,1024,5,python-bytes,gather,1057,3096,2312,5505.371063918574,,5494.995093613397,5542.642611544579,1024
1d,1024,5,python-bytes,iterate-sum,1057,28,112,2582.8246634773677,2.522289710427117,2573.954589024652,2595.2558644348755,2048
1d,1024,5,python-bytes,equal,1057,28,64,59.54583670586544,0.05815023115807172,59.43139669284392,59.67935301498528,131072
1d,1024,5,python-bytes,count,1057,28,64,388.694758157726,0.3795847247634043,381.8257425791671,395.5841094693824,16384
1d,1024,5,python-bytes,find,1057,28,64,374.9110106809894,0.36612403386815373,373.7004306003655,384.13237746226514,16384
1d,1024,5,python-bytes,random-get-sum,1057,28,608,9704.630883788923,,9664.795015851269,9738.28127825982,1024
1d,1024,5,python-str,construct,1065,1065,1129,147.76230017332637,0.14429912126301403,147.40752973807503,148.28364669483562,65536
1d,1024,5,python-str,get,1065,28,64,45.509025881074194,,45.49598564551616,45.578003593504945,131072
1d,1024,5,python-str,slice-copy,1065,553,673,96.64980993306926,,96.39866860311486,96.98295500015774,65536
1d,1024,5,python-str,gather,1065,3096,2312,5362.7929901267635,,5353.271490093903,5369.872951632715,1024
1d,1024,5,python-str,iterate-sum,1065,28,256,10154.702977160923,9.916702126133714,9959.472208720399,10187.33792079729,512
1d,1024,5,python-str,equal,1065,28,64,57.593032565250724,0.05624319586450266,56.6902151888371,57.674094833259915,131072
1d,1024,5,python-str,count,1065,28,64,388.94147280643665,0.3798256570375358,388.8168293997296,389.37635338243126,16384
1d,1024,5,python-str,find,1065,28,113,406.321234436291,0.3967980805041904,405.4514164408829,407.9895035147274,16384
1d,1024,5,python-str,random-get-sum,1065,28,608,8103.231493805652,,8090.170013019815,8303.425829581101,1024
1d,1024,5,numpy,construct,1136,1136,1576,511.5382037956806,0.49954902714421934,508.98999859327887,519.1853631458798,16384
1d,1024,5,numpy,get,1136,25,88,58.68403718523041,,58.52445283949237,59.303603805460625,131072
1d,1024,5,numpy,slice-copy,1136,624,824,256.394713460395,,256.0157739139868,256.6922603364219,32768
1d,1024,5,numpy,gather,1136,368,416,311.50561596859916,,310.69440353803657,314.4099167684544,16384
1d,1024,5,numpy,iterate-sum,1136,28,462,28499.840482254513,27.831875470951672,28448.73051799368,28593.586648639757,256
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1d,1024,5,numpy,slice-view,1136,1248,216,96.73626877315655,,96.69558664882061,96.82083046413936,65536
1d,1024,5,numpy,gather-list,1136,368,2616,6471.028200394358,,6453.938567574369,6591.186547666439,1024
1d,1024,5,numpy,find,1136,28,1121,441.72418256493984,0.43137127203607406,437.97808757517487,450.5259454390398,16384
1d,1024,5,numpy,set,1136,16,64,70.38688742966315,,70.17167646949929,70.46349992378964,131072
1d,1024,5,numpy,random-get-sum,1136,28,632,17097.655927500455,,17079.02174530318,17260.498225368792,512
1d,1024,5,packed,construct,712,712,1016,367.84619794616447,0.35922480268180124,366.96113170364697,369.67718131108995,16384
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1d,1024,5,packed,slice-copy,712,392,584,91.4885269764909,,91.38043211009972,91.53175639653455,65536
1d,1024,5,packed,gather,712,232,296,373.42321945743606,,373.25287394196494,373.53771631387644,16384
1d,1024,5,packed,iterate-sum,712,28,321,5164.18458573753,5.043149009509307,5149.45418217394,5179.281288292259,1024
1d,1024,5,packed,equal,712,28,64,54.979004460165015,0.0536904340431299,54.93704158254786,55.224099071438104,131072
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1d,1024,5,packed,slice-view,712,784,192,59.79887340856749,,59.50450976399679,60.09960173969375,131072
1d,1024,5,packed,gather-list,712,232,2392,2075.0530325130967,,2060.8013073797338,2079.76273713939,4096
1d,1024,5,packed,find,712,28,185,315.1550345137366,0.3077685883923209,313.702884113809,316.9352424947647,16384
1d,1024,5,packed,set,712,16,64,56.457198027715094,,56.41397038402829,56.58753998716293,131072
1d,1024,5,packed,random-get-sum,712,28,608,10315.673534933012,,10278.320132783847,10525.554898777045,512
1d,1024,5,word-aligned,construct,760,760,1064,377.94744400798663,0.36908930078904945,376.4826743690719,378.29846633030684,16384
1d,1024,5,word-aligned,get,760,28,64,43.18809487813269,,43.09432277693759,43.404579486150396,131072
1d,1024,5,word-aligned,slice-copy,760,416,608,114.4301151612126,,112.8902447078417,114.81030171012208,65536
1d,1024,5,word-aligned,gather,760,248,312,291.8980683830341,,291.783656791722,292.24396058680213,32768
1d,1024,5,word-aligned,iterate-sum,760,28,321,4385.864258438232,4.283070564881086,4381.469693726103,4409.199732435809,2048
1d,1024,5,word-aligned,equal,760,28,64,69.18747708084538,0.06756589558676307,68.64993196131763,69.96885737464709,131072
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1d,1024,5,word-aligned,slice-view,760,832,192,59.540429475646306,,59.484483116989395,59.63516258589152,131072
1d,1024,5,word-aligned,gather-list,760,248,2408,2006.0526821907843,,2003.1433223266504,2008.7280176994682,4096
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1d,1024,5,word-aligned,set,760,16,64,56.182541285920706,,56.12468712001828,56.28649191180557,131072
1d,1024,5,word-aligned,random-get-sum,760,28,608,10161.132649955107,,10149.414265470114,10185.138762608403,512
matrix,1024,5,python-list,get,10168,28,64,37.94987879501832,,37.869453350936055,38.2092784079191,262144
matrix,1024,5,python-list,row-copy,10168,1240,632,141.5240014068786,,141.16477942138772,141.5710428886996,65536
matrix,1024,5,python-list,count,10168,28,560,9751.383913680911,9.522835853204015,9740.96678874048,9764.119113242486,1024
matrix,1024,5,python-list,equal,10168,28,64,916.0562797205785,0.8945862106646274,914.8559456662042,936.1217223613494,8192
matrix,1024,5,python-list,construct,10168,10168,9384,2210.703655691759,2.1588902887614836,2210.1032755017513,2211.680168784369,4096
matrix,1024,5,python-list,set,10168,16,64,44.022247180919294,,43.970739938004044,44.99276684555298,131072
matrix,1024,5,numpy,get,1152,25,88,82.00900225574514,,81.97531187192908,82.02235335375008,65536
matrix,1024,5,numpy,row-copy,1152,176,320,216.50696169217554,,216.29208646345432,216.70022931630228,32768
matrix,1024,5,numpy,row-view,1152,1264,160,81.50736974243955,,81.29246609200891,82.22135861046809,65536
matrix,1024,5,numpy,count,1152,32,1281,869.7154783021688,0.8493315217794617,864.0441819807165,875.3408167194721,8192
matrix,1024,5,numpy,equal,1152,28,1465,1047.8820797743538,1.0233223435296424,1023.34092844103,1091.3238384091528,8192
matrix,1024,5,numpy,construct,1152,1152,1664,18016.683497990016,17.594417478505875,17928.222405316774,18132.730474462733,512
matrix,1024,5,numpy,set,1152,16,64,88.10233964595682,,87.70625470333471,88.33694309373641,65536
matrix,1024,5,packed,get,776,28,64,54.424607043301876,,54.30857008548173,55.374146157305404,131072
matrix,1024,5,packed,row-copy,776,112,248,72.96974935400158,,72.80699065859153,73.7250580584714,131072
matrix,1024,5,packed,row-view,776,784,136,45.89557711653924,,45.87141511080972,45.98554248502751,131072
matrix,1024,5,packed,count,776,28,64,107.25148058554623,0.10473777400932249,107.21905496779982,107.36782840581327,65536
matrix,1024,5,packed,equal,776,28,64,66.3716051008123,0.06481602060626201,66.34298621577273,66.48921946350583,131072
matrix,1024,5,packed,construct,776,776,27144,16420.980500697624,16.036113770212523,16406.412214564625,16442.54507482401,512
matrix,1024,5,packed,set,776,16,64,64.98813753808008,,64.93091575521248,65.0532996360198,131072
matrix,1024,5,word-aligned,get,824,28,64,54.89063248376169,,54.807662408506985,55.07755318490126,131072
matrix,1024,5,word-aligned,row-copy,824,120,256,82.50554017763534,,82.29574532947481,82.78975016651202,65536
matrix,1024,5,word-aligned,row-view,824,832,136,46.233811445972606,,46.176589663105005,46.537397935253466,131072
matrix,1024,5,word-aligned,count,824,28,64,87.59815983694352,0.08554507796576516,87.33558587437074,87.87854000047446,65536
matrix,1024,5,word-aligned,equal,824,28,64,78.33924797751024,0.07650317185303734,78.20257508228678,78.57386918885823,65536
matrix,1024,5,word-aligned,construct,824,824,27144,15930.419976939447,15.557050758729929,15917.968994472176,15971.027551131556,512
matrix,1024,5,word-aligned,set,824,16,64,64.98305538116256,,64.69631230743289,65.0758735787349,131072
ragged,1024,5,python-list,get,10232,28,64,37.72608891949858,,37.6879345509451,37.76836265956263,131072
ragged,1024,5,python-list,row-copy,10232,664,280,74.1154391192822,,74.02451451810066,75.58886849778901,131072
ragged,1024,5,python-list,count,10232,28,560,9755.45117398724,9.526807787096914,9741.29306996474,9784.83012659126,512
ragged,1024,5,python-list,equal,10232,28,64,925.5016095721658,0.9038101655978181,919.5200050271524,929.6569771777285,8192
ragged,1024,5,python-list,construct,10232,10232,9448,2577.3315428523347,2.516925334816733,2570.455080785905,2593.9535817087744,2048
ragged,1024,5,python-list,set,10232,16,64,44.27719169086686,,44.12301635170479,44.31660372006263,131072
ragged,1024,5,numpy,get,1448,25,120,120.32699814312764,,120.10256966732413,120.49801867419774,65536
ragged,1024,5,numpy,row-copy,1448,132,396,395.3857401484129,,384.4146760911826,398.08148244446784,16384
ragged,1024,5,numpy,row-view,1448,1248,280,236.39554314058842,,236.27090683930874,238.55844233366952,32768
ragged,1024,5,numpy,count,1448,32,1281,818.6391369235935,0.7994522821519467,818.2474289242236,821.4365152525716,8192
ragged,1024,5,numpy,equal,1448,28,2209,2205.2207100387022,2.15353584964717,2187.0930027034774,2213.8469262245053,4096
ragged,1024,5,numpy,construct,1448,1448,2843,28469.23871402396,27.801990931664022,28097.33177855378,29795.41022796184,256
ragged,1024,5,numpy,set,1448,16,120,127.4286951513659,,127.27037201898384,127.95894122064055,65536
ragged,1024,5,packed,get,912,28,64,55.93045848684142,,55.62019289584441,56.112289925636105,131072
ragged,1024,5,packed,row-copy,912,88,224,73.54736197839884,,72.8368760860576,75.45852653834118,131072
ragged,1024,5,packed,row-view,912,784,136,46.88899224447596,,46.88294907850832,47.23548840956937,131072
ragged,1024,5,packed,count,912,28,64,107.42378364625438,0.10490603871704529,107.14659026689333,109.39088213035575,65536
ragged,1024,5,packed,equal,912,28,64,69.53144016108581,0.06790179703231036,68.83176517646916,69.70151567031735,131072
ragged,1024,5,packed,construct,912,912,27720,17006.185771606397,16.607603292584372,16925.12887530029,17357.910564896883,512
ragged,1024,5,packed,set,912,16,64,65.79780631454923,,65.75044153578347,65.86265577368522,131072
ragged,1024,5,word-aligned,get,960,28,64,55.68695193858275,,55.13890855013415,56.89653015394924,131072
ragged,1024,5,word-aligned,row-copy,960,88,224,91.95771610848169,,91.93292171971734,92.54710420236734,65536
ragged,1024,5,word-aligned,row-view,960,832,136,47.00374667265805,,46.96051725261441,47.06542355847887,131072
ragged,1024,5,word-aligned,count,960,28,64,90.27354153090528,0.08815775540127468,89.754728094249,91.34927125842296,65536
ragged,1024,5,word-aligned,equal,960,28,64,82.12852264932735,0.08020363539973374,82.0592340744497,82.33895698595006,65536
ragged,1024,5,word-aligned,construct,960,960,27720,16432.943539257394,16.04779642505605,16411.53903619852,16468.341527797747,512
ragged,1024,5,word-aligned,set,960,16,64,65.06538419159824,,65.05330674144716,65.10162364747885,131072
1d,65536,5,python-list,construct,525240,525240,524456,198011.71583821997,3.021419003879089,197963.52717094123,198227.86998702213,32
1d,65536,5,python-list,get,525240,28,64,33.493201989642785,,33.48588961671339,33.72812340529663,262144
1d,65536,5,python-list,slice-copy,525240,263096,262320,40904.296838562004,,40879.55312570557,41071.94581592921,128
1d,65536,5,python-list,gather,525240,3096,2312,3372.1108820827794,,3370.6864996929653,3393.717292965448,2048
1d,65536,5,python-list,iterate-sum,525240,28,144,156492.8279549349,2.387891051558455,155220.0483274646,156791.67336202227,64
1d,65536,5,python-list,equal,525240,28,64,47149.085730779916,0.7194379536556994,47079.42935056053,47187.82838608604,128
1d,65536,5,python-list,count,525240,28,96,583421.8754898757,8.902311332548152,583046.8726344407,584002.6133228093,16
1d,65536,5,python-list,find,525240,28,65689,238087.24654372782,3.632923073482175,238005.18829375505,238125.0014877878,32
1d,65536,5,python-list,set,525240,16,64,46.45824525084663,,46.377495621641174,47.912285694451384,131072
1d,65536,5,python-list,random-get-sum,525240,28,608,7327.554840230732,,7232.666121126385,7335.489272008999,1024
1d,65536,5,python-bytes,construct,65569,65569,131282,4112.121587240836,0.0627459958990606,4106.50636695209,4129.923354412313,2048
1d,65536,5,python-bytes,get,65569,28,64,40.16812127360936,,40.05304710119617,40.44786905410547,131072
1d,65536,5,python-bytes,slice-copy,65569,32801,32921,504.361452158264,,497.0601139575592,504.76580781833036,16384
1d,65536,5,python-bytes,gather,65569,3096,2312,5179.565505386563,,5175.415026315022,5183.756911719684,1024
1d,65536,5,python-bytes,iterate-sum,65569,28,112,160317.71519919857,2.446254199206521,159519.52809700742,160904.9431863241,32
1d,65536,5,python-bytes,equal,65569,28,64,1885.0910805667809,0.028764207161968702,1861.8874833009613,1895.1008087242371,4096
1d,65536,5,python-bytes,count,65569,28,96,20543.457139865495,0.31346827911171715,20384.117306093685,20895.99638566142,256
1d,65536,5,python-bytes,find,65569,28,64,27462.402613309678,0.4190430086259411,27452.80107774306,27497.88291112054,256
1d,65536,5,python-bytes,random-get-sum,65569,28,608,9032.999969349476,,8964.436574387946,9226.806696460699,1024
1d,65536,5,python-str,construct,65577,65577,65641,3892.4765703995945,0.059394478918450844,3855.610884784255,3942.342232221563,2048
1d,65536,5,python-str,get,65577,28,64,45.60343214166096,,45.385039726397736,45.66701505837045,131072
1d,65536,5,python-str,slice-copy,65577,32809,32929,525.1617523072127,,524.5513960971948,529.1087035175224,16384
1d,65536,5,python-str,gather,65577,3096,2312,5194.458026380744,,5186.482439967222,5198.933649808168,1024
1d,65536,5,python-str,iterate-sum,65577,28,256,631989.6201603115,9.64339630371569,625974.0039240569,632869.7490971535,8
1d,65536,5,python-str,equal,65577,28,64,1778.940884378244,0.027144483709384826,1775.9907677827869,1782.3894040702726,4096
1d,65536,5,python-str,count,65577,28,96,20403.155758685898,0.31132744993112027,20381.5079657943,20440.75336016249,256
1d,65536,5,python-str,find,65577,28,113,27592.93420240283,0.42103476260990647,27467.449399409816,27805.664103652816,256
1d,65536,5,python-str,random-get-sum,65577,28,608,7540.445267295581,,7487.915127057931,7571.004744022503,1024
1d,65536,5,numpy,construct,65648,65648,66088,1346.313467820437,0.02054311321747493,1341.4306749837124,1349.6296560333576,4096
1d,65536,5,numpy,get,65648,25,88,58.58898077804042,,58.30510652060639,59.22380807987793,131072
1d,65536,5,numpy,slice-copy,65648,32880,33080,849.3753682614624,,845.1740711734601,855.2704002795508,8192
1d,65536,5,numpy,gather,65648,368,416,307.49511381600314,,306.1039990370773,308.40551801247784,16384
1d,65536,5,numpy,iterate-sum,65648,28,464,1763125.0084377825,26.903152594570656,1758322.9928277433,1766062.5162534416,4
1d,65536,5,numpy,equal,65648,28,66033,4173.522938799579,0.06368290617064787,4114.0136772810365,4179.626444056339,2048
1d,65536,5,numpy,count,65648,32,65793,4718.75000584987,0.0720024109779338,4715.31154744298,4750.020480059902,2048
1d,65536,5,numpy,slice-view,65648,65760,216,96.61548006079101,,95.22756982960345,97.19338933678046,65536
1d,65536,5,numpy,gather-list,65648,368,2616,5844.4825299375225,,5833.170916957897,5859.741122549167,1024
1d,65536,5,numpy,find,65648,28,65633,29301.269933057483,0.44710189717189763,29178.875593061093,29356.1179205426,256
1d,65536,5,numpy,set,65648,16,64,70.16849501439992,,70.12016922658404,70.314086997314,131072
1d,65536,5,numpy,random-get-sum,65648,28,632,16185.384538403014,,15849.527244427009,16259.603398793843,512
1d,65536,5,packed,construct,41032,41032,41336,7877.929647293058,0.1202076667372598,7828.410161891952,7912.6787113636965,1024
1d,65536,5,packed,get,41032,28,64,44.536591303767636,,44.222199235832704,44.61701941238516,131072
1d,65536,5,packed,slice-copy,41032,20552,20744,468.3151217932391,,467.18854207483673,469.88678548132157,16384
1d,65536,5,packed,gather,41032,232,296,401.15099864124204,,389.3991760151039,404.5028703103526,16384
1d,65536,5,packed,iterate-sum,41032,28,321,320807.2448614985,4.895130079063392,319518.25076248497,321328.11611518264,16
1d,65536,5,packed,equal,41032,28,64,1109.4513183707022,0.016928883642131076,1108.230577528957,1112.263930735935,8192
1d,65536,5,packed,count,41032,28,96,3275.3906680227374,0.049978495300639914,3271.8911597839906,3289.08254232374,2048
1d,65536,5,packed,slice-view,41032,41104,192,60.70296443283496,,60.13584119557436,60.88225568134931,131072
1d,65536,5,packed,gather-list,41032,232,2392,1976.3386376325798,,1974.9450643757882,1978.3935840678168,4096
1d,65536,5,packed,find,41032,28,185,12394.69293068396,0.18912800492376647,12355.712897260673,12775.064533343539,512
1d,65536,5,packed,set,41032,16,64,57.96209556763188,,57.80728251636447,58.28794158446726,131072
1d,65536,5,packed,random-get-sum,41032,28,608,9920.165666699177,,9702.636816655286,10035.40046440321,512
1d,65536,5,word-aligned,construct,43768,43768,44072,7894.409009168157,0.12045912184399654,7890.177585068159,7916.42287367722,1024
1d,65536,5,word-aligned,get,43768,28,64,43.77078965944747,,43.622335965665116,43.832779184072024,131072
1d,65536,5,word-aligned,slice-copy,43768,21920,22112,681.116688383554,,678.9550752728246,684.2905406756472,8192
1d,65536,5,word-aligned,gather,43768,248,312,293.90334788104155,,292.57455480546923,295.5233497914378,32768
1d,65536,5,word-aligned,iterate-sum,43768,28,321,270523.4364839271,4.12786005377086,267605.4646144621,270869.7793423198,32
1d,65536,5,word-aligned,equal,43768,28,64,1166.0411303182627,0.017792375645725444,1164.260851282961,1186.7166733736667,8192
1d,65536,5,word-aligned,count,43768,28,96,1758.8806144885893,0.026838388282601766,1758.2905229573953,1759.6435100131202,4096
1d,65536,5,word-aligned,slice-view,43768,43840,192,60.391425193984105,,59.473670432907966,60.7404722074989,131072
1d,65536,5,word-aligned,gather-list,43768,248,2408,1747.080546010693,,1744.9035567551618,1750.4577272120514,4096
1d,65536,5,word-aligned,find,43768,28,185,14001.464933244279,0.2136453999823651,13961.91419189563,14061.929960007546,512
1d,65536,5,word-aligned,set,43768,16,64,56.82500514581079,,56.62949398299588,56.989669872109516,131072
1d,65536,5,word-aligned,random-get-sum,43768,28,608,9625.528264223249,,9565.266736899503,9660.400337452302,1024
matrix,65536,5,python-list,get,591384,28,64,39.37816650534387,,39.1947398981074,39.548872621253395,131072
matrix,65536,5,python-list,row-copy,591384,1380,632,145.2051847650182,,145.01254241849892,146.08064446974822,65536
matrix,65536,5,python-list,count,591384,28,560,615890.6180644408,9.397745026618054,614825.4906293005,616302.0589156076,16
matrix,65536,5,python-list,equal,591384,28,64,57451.17232436314,0.876635319890795,57212.890169466846,58657.87352377083,128
matrix,65536,5,python-list,construct,591384,591384,590600,140274.7366228141,2.140422616925264,139477.8591929935,140679.68731978908,64
matrix,65536,5,python-list,set,591384,16,64,46.15942295060904,,46.01892023003984,46.20838112145975,131072
matrix,65536,5,numpy,get,65664,25,88,83.19155853087068,,81.77502408557302,83.68745341158501,65536
matrix,65536,5,numpy,row-copy,65664,176,320,221.94418392018633,,221.55380463573238,222.25823670396494,32768
matrix,65536,5,numpy,row-view,65664,65776,160,83.78918536777746,,83.54631120255362,83.94241390874413,65536
matrix,65536,5,numpy,count,65664,32,65793,4788.798378285719,0.07307126431710387,4783.691451848426,4837.30070754973,2048
matrix,65536,5,numpy,equal,65664,28,66041,4257.039108779281,0.06495726179167605,4254.598138686561,4261.942876837566,2048
matrix,65536,5,numpy,construct,65664,65664,98432,1139031.257480383,17.380237693487288,1138703.1117919832,1141411.4851504564,8
matrix,65536,5,numpy,set,65664,16,64,90.60987693487732,,89.95120026611403,91.93864514145389,65536
matrix,65536,5,packed,get,41096,28,64,55.67010497031788,,55.606529159035745,55.986083324910396,131072
matrix,65536,5,packed,row-copy,41096,112,248,74.78015184858577,,74.59831152800689,75.145088374029,131072
matrix,65536,5,packed,row-view,41096,41104,136,46.79235132698523,,46.72718034726131,47.10261514162539,131072
matrix,65536,5,packed,count,41096,28,96,3219.808036192262,0.04913037164600009,3212.4838753588847,3224.7313583866344,2048
matrix,65536,5,packed,equal,41096,28,64,1270.6298662124027,0.01938827310504765,1268.38159530962,1285.3801649725938,4096
matrix,65536,5,packed,construct,41096,41096,1670024,849921.8674842268,12.968778495547895,848531.2573611736,858864.6305724978,8
matrix,65536,5,packed,set,41096,16,64,65.31906038276247,,64.80947867260056,65.49803188704573,131072
matrix,65536,5,word-aligned,get,43832,28,64,55.34044689170514,,54.775558311348505,55.88563567471283,131072
matrix,65536,5,word-aligned,row-copy,43832,120,256,84.39382881419988,,84.08801122072873,84.91578995517557,65536
matrix,65536,5,word-aligned,row-view,43832,43840,136,46.80092580144901,,46.6311806945896,46.896934335904916,131072
matrix,65536,5,word-aligned,count,43832,28,96,1770.4365404824784,0.02701471771976438,1766.4082179180696,1773.2543824422464,4096
matrix,65536,5,word-aligned,equal,43832,28,64,1180.5929034380824,0.01801441808224613,1180.0537151884782,1181.5643290447042,8192
matrix,65536,5,word-aligned,construct,43832,43832,1670024,829468.7431771308,12.656688586076825,827932.235551998,837057.2759304196,8
matrix,65536,5,word-aligned,set,43832,16,64,66.08549441011746,,66.08327574042505,66.20375003763002,131072
ragged,65536,5,python-list,get,595816,28,64,37.81764057464443,,37.78806956233893,38.133942226181716,131072
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ragged,1048576,5,word-aligned,row-copy,828816,104,240,78.15361158236556,,77.93299872105308,78.55097905462571,65536
ragged,1048576,5,word-aligned,row-view,828816,699200,136,47.815643000603814,,47.710106088061366,47.86109819576723,131072
ragged,1048576,5,word-aligned,count,828816,28,96,28443.683731893543,0.02712601063908915,28194.659535074607,28613.28175640665,256
ragged,1048576,5,word-aligned,equal,828816,28,64,21517.577806662302,0.020520761305486968,21321.93731085863,22714.19180033263,256
ragged,1048576,5,word-aligned,construct,828816,828816,26795976,16257083.043456078,15.503962558227613,16147624.934092164,16308999.853208661,1
ragged,1048576,5,word-aligned,set,828816,16,64,66.90311415979977,,66.83763054127212,67.00292942696251,131072
1d,1024,7,python-list,construct,11832,11832,8360,3106.058670709899,3.033260420615136,3101.013135164976,3111.7353955778526,2048
1d,1024,7,python-list,get,11832,28,64,34.30318873398619,,34.186206754327486,34.36072582019278,262144
1d,1024,7,python-list,slice-copy,11832,7680,4272,740.7379030155425,,737.7675785846805,744.2932030699012,8192
1d,1024,7,python-list,gather,11832,5224,2312,3356.0585279701627,,3354.5737778695184,3411.8852454412263,2048
1d,1024,7,python-list,iterate-sum,11832,28,144,2451.6396024409914,2.3941792992587807,2441.202695990796,2479.9398943287088,2048
1d,1024,7,python-list,equal,11832,28,64,687.5762892377679,0.6714612199587577,687.30673774553,688.8479049393936,8192
1d,1024,7,python-list,count,11832,28,64,9223.7548869889,9.007573131825097,9217.407296091551,9232.09586289886,1024
1d,1024,7,python-list,find,11832,28,1177,3815.104491877719,3.725687980349335,3807.0268146839226,3852.9052517333184,2048
1d,1024,7,python-list,set,11832,16,64,46.91631971809329,,46.84257426390559,47.121682555939515,131072
1d,1024,7,python-list,random-get-sum,11832,28,608,8006.591770026716,,7979.492011145339,8012.6553712034365,1024
1d,1024,7,python-bytes,construct,1057,1057,2258,198.47744425760538,0.19382562915781776,198.387148486745,198.9898663623535,32768
1d,1024,7,python-bytes,get,1057,28,64,40.46121837575356,,40.447876159532825,40.47584667432602,131072
1d,1024,7,python-bytes,slice-copy,1057,545,665,94.2071380904963,,93.59741071079952,95.07052567414576,65536
1d,1024,7,python-bytes,gather,1057,5224,2312,5322.712922861683,,5282.795882521896,5343.505790733616,1024
1d,1024,7,python-bytes,iterate-sum,1057,28,112,2583.028276603727,2.5224885513708273,2561.605015216628,2591.1050443028216,2048
1d,1024,7,python-bytes,equal,1057,28,64,59.470176339004865,0.05807634408105944,59.392929685486706,59.5328053520916,131072
1d,1024,7,python-bytes,count,1057,28,64,383.29565654748876,0.374312164597157,382.9167383173626,384.92584053528844,16384
1d,1024,7,python-bytes,find,1057,28,64,385.9812665041318,0.3769348305704412,385.6837196281049,387.6215828313434,16384
1d,1024,7,python-bytes,random-get-sum,1057,28,608,9829.345572143211,,9722.738241180195,9846.964985626983,1024
1d,1024,7,python-str,construct,1065,1065,1129,147.72479417501927,0.14426249431154226,146.17410570849643,148.30334649218457,65536
1d,1024,7,python-str,get,1065,28,64,47.7043773372543,,47.204018471802556,49.40191544733352,131072
1d,1024,7,python-str,slice-copy,1065,553,673,97.97222944030182,,97.94680977393,98.03009248798844,65536
1d,1024,7,python-str,gather,1065,5224,2312,5351.2774229602655,,5342.773420125013,5370.4832225776045,1024
1d,1024,7,python-str,iterate-sum,1065,28,256,10065.509741252754,9.829599356692142,10063.232366519514,10069.90396490437,512
1d,1024,7,python-str,equal,1065,28,64,57.762145289075306,0.056408345008862604,57.728765767706136,57.84797529884145,131072
1d,1024,7,python-str,count,1065,28,64,390.5308858520584,0.3813778182149008,390.4698502310566,398.3612089086819,16384
1d,1024,7,python-str,find,1065,28,113,418.3857953421466,0.40857987826381503,418.10102402450866,418.69611777656246,16384
1d,1024,7,python-str,random-get-sum,1065,28,608,8195.63774712151,,8182.820238289423,8218.71003608976,1024
1d,1024,7,numpy,construct,1136,1136,1576,508.9925565471276,0.4970630435030543,500.3382597124073,518.6513050148278,16384
1d,1024,7,numpy,get,1136,25,88,57.43058828500125,,57.40325192959972,58.53494222662903,131072
1d,1024,7,numpy,slice-copy,1136,624,824,250.49462948345536,,250.37259376858856,251.08465706580319,32768
1d,1024,7,numpy,gather,1136,368,416,305.2902215472386,,304.83627710964356,305.6030237758023,32768
1d,1024,7,numpy,iterate-sum,1136,28,462,28402.995667420328,27.737300456465164,27960.612897004467,28493.32850018982,256
1d,1024,7,numpy,equal,1136,28,1521,1010.2285159518942,0.9865512851092717,1009.8724487761501,1011.3067503425555,8192
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1d,1024,7,numpy,slice-view,1136,1248,216,97.16732662923278,,96.94035441043525,97.46360873919002,65536
1d,1024,7,numpy,gather-list,1136,368,2616,6561.482450706535,,6459.67679702153,6742.919822499971,1024
1d,1024,7,numpy,find,1136,28,1121,456.7286282508576,0.4460240510262281,452.94189021660713,459.7625604674249,16384
1d,1024,7,numpy,set,1136,16,64,71.69406224249997,,71.38951829688267,71.85014361255071,131072
1d,1024,7,numpy,random-get-sum,1136,28,632,17511.1485987145,,17385.49781293841,17584.63486112305,512
1d,1024,7,packed,construct,968,968,1272,386.79760905324656,0.3777320400910611,385.97869433942833,387.1713829539658,16384
1d,1024,7,packed,get,968,28,64,43.841360763963166,,43.52600946333496,44.51243640346547,131072
1d,1024,7,packed,slice-copy,968,520,712,97.21310334498412,,96.71020606560887,97.97351196993986,65536
1d,1024,7,packed,gather,968,296,360,366.55931978657463,,361.06365541854757,367.63763944236416,16384
1d,1024,7,packed,iterate-sum,968,28,321,5510.335768121877,5.38118727355652,5450.5615025846055,5557.047870752285,1024
1d,1024,7,packed,equal,968,28,64,61.65440424865665,0.06020937914907876,61.60259147236502,61.936379580629364,131072
1d,1024,7,packed,count,968,28,64,102.27012481323072,0.09987316876292063,102.0291584552524,102.71008221707234,65536
1d,1024,7,packed,slice-view,968,1040,192,60.748741148586305,,60.62825796959714,61.00400540276496,131072
1d,1024,7,packed,gather-list,968,296,2456,2121.103989338735,,2110.127923060645,2171.1628619414114,4096
1d,1024,7,packed,find,968,28,185,367.3985560226356,0.3587876523658551,366.307617127859,367.71905342902755,16384
1d,1024,7,packed,set,968,16,64,57.419143217884994,,57.349206272760966,57.49957132650252,131072
1d,1024,7,packed,random-get-sum,968,28,608,10557.617315498646,,10550.94526236644,10604.656381474342,512
1d,1024,7,word-aligned,construct,984,984,1288,378.5959563629149,0.36972261363565906,377.14642076025484,378.918940668882,16384
1d,1024,7,word-aligned,get,984,28,64,44.46092916055022,,44.31693412243476,44.58872915336087,131072
1d,1024,7,word-aligned,slice-copy,984,528,720,119.61619605926899,,119.18895026497012,119.99067695001031,65536
1d,1024,7,word-aligned,gather,984,304,368,328.1657114939662,,328.0181886111677,330.28155144165794,16384
1d,1024,7,word-aligned,iterate-sum,984,28,321,4689.961883741489,4.580040902091298,4672.58735170617,4704.000048150192,2048
1d,1024,7,word-aligned,equal,984,28,64,84.51842958834277,0.08253752889486599,84.41097776312745,84.62333767056407,65536
1d,1024,7,word-aligned,count,984,28,64,91.91768057803529,0.08976335993948759,91.62583936017654,92.11477802750778,65536
1d,1024,7,word-aligned,slice-view,984,1056,192,61.549499719149026,,60.320219930076746,62.118530763655144,131072
1d,1024,7,word-aligned,gather-list,984,304,2464,2125.8239826238423,,2053.182129202469,2137.735862106638,4096
1d,1024,7,word-aligned,find,984,28,185,375.47302156326623,0.3666728726203772,373.9802281188531,376.90992371608445,16384
1d,1024,7,word-aligned,set,984,16,64,57.6356278259027,,57.589531365920266,58.142983760944844,131072
1d,1024,7,word-aligned,random-get-sum,984,28,608,10387.615020590601,,10343.749636376742,10434.976957185427,512
matrix,1024,7,python-list,get,12856,28,64,38.17144822448881,,38.01155123994704,38.18003690980731,131072
matrix,1024,7,python-list,row-copy,12856,2080,632,143.48919563644813,,143.36714215801294,144.91844169128854,65536
matrix,1024,7,python-list,count,12856,28,560,9765.339655132266,9.536464506965103,9742.390602696105,9831.25869424839,1024
matrix,1024,7,python-list,equal,12856,28,64,924.2401119990973,0.9025782343741184,922.7802877376234,927.3122429931391,8192
matrix,1024,7,python-list,construct,12856,12856,9384,2229.197264114191,2.1769504532365147,2223.4397079046175,2267.832542202086,4096
matrix,1024,7,python-list,set,12856,16,64,44.252082886941935,,44.15924870215804,44.475875426996936,131072
matrix,1024,7,numpy,get,1152,25,88,83.70209059194167,,82.10310298295553,84.13379148919375,65536
matrix,1024,7,numpy,row-copy,1152,176,320,217.7848870132948,,216.3607177863014,218.14727801938716,32768
matrix,1024,7,numpy,row-view,1152,1264,160,82.96267850482764,,81.65168807749978,83.23225486606134,65536
matrix,1024,7,numpy,count,1152,32,1281,841.1203680225299,0.8214066093970018,839.6402790822322,844.2230239324999,8192
matrix,1024,7,numpy,equal,1152,28,1465,1020.289062125812,0.9963760372322383,1019.454970219158,1023.9511709642102,8192
matrix,1024,7,numpy,construct,1152,1152,1664,18130.208900402067,17.705282129298894,18079.67009881395,18142.66033761669,512
matrix,1024,7,numpy,set,1152,16,64,87.76219218020742,,87.6572876506998,89.16854810081531,65536
matrix,1024,7,packed,get,1032,28,64,54.62582386428494,,54.55494012096551,54.7653868920861,131072
matrix,1024,7,packed,row-copy,1032,128,264,76.26024611795401,,76.16710639979374,76.28408837945244,131072
matrix,1024,7,packed,row-view,1032,1040,136,47.217056931003754,,45.90542523885688,48.012420705845216,131072
matrix,1024,7,packed,count,1032,28,64,108.4734648770791,0.10593111804402255,107.6978151104413,108.64512844932506,65536
matrix,1024,7,packed,equal,1032,28,64,75.18227995717552,0.07342019527067922,75.13713740081585,75.35108181855321,131072
matrix,1024,7,packed,construct,1032,1032,27144,16971.761851891642,16.573986183487932,16962.89064057055,17007.000224111835,512
matrix,1024,7,packed,set,1032,16,64,64.6645279545055,,64.26588505803466,65.68590471545122,131072
matrix,1024,7,word-aligned,get,1048,28,64,55.35665970057835,,55.2816405985368,55.43422787468444,131072
matrix,1024,7,word-aligned,row-copy,1048,136,272,80.21354602760766,,78.96678155816517,80.54416156255684,65536
matrix,1024,7,word-aligned,row-view,1048,1056,136,46.20265947608004,,46.074553949893016,46.97768396511037,131072
matrix,1024,7,word-aligned,count,1048,28,64,94.87342822467326,0.09264983225065748,94.8231964059687,95.29939148933408,65536
matrix,1024,7,word-aligned,equal,1048,28,64,91.7860738525178,0.08963483774659942,91.75047210874254,91.91577277078977,65536
matrix,1024,7,word-aligned,construct,1048,1048,27144,16481.283182656625,16.09500310806311,16245.767710643122,16643.06637394475,512
matrix,1024,7,word-aligned,set,1048,16,64,65.37374019899289,,65.2443556958815,65.86106948702763,131072
ragged,1024,7,python-list,get,13112,28,64,39.202369350732624,,38.96427180904993,39.30759362447134,131072
ragged,1024,7,python-list,row-copy,13112,2380,736,188.58465722360052,,187.74667154275448,194.42620668996824,32768
ragged,1024,7,python-list,count,13112,28,560,9849.365142144961,9.618520646625939,9767.822575668106,10160.644706047606,512
ragged,1024,7,python-list,equal,13112,28,64,937.6933576277224,0.9157161695583227,936.7065274545894,939.168216973485,8192
ragged,1024,7,python-list,construct,13112,13112,9640,2749.6747634359053,2.6852292611678763,2728.332560764102,2784.5054546560277,2048
ragged,1024,7,python-list,set,13112,16,64,45.483909971721914,,44.880554384008065,45.6495286016434,131072
ragged,1024,7,numpy,get,1464,25,120,122.77412508865382,,122.60692017207475,123.07229724228819,65536
ragged,1024,7,numpy,row-copy,1464,189,453,384.10949798617366,,381.49261172293336,388.3006058913452,16384
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ragged,1024,7,packed,get,1184,28,64,55.91742002764022,,55.842079405010736,56.08335840179279,131072
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ragged,1024,7,packed,row-view,1184,1040,136,47.04252454246216,,46.94780031400114,47.14616252954329,131072
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ragged,1024,7,packed,equal,1184,28,64,75.39812507673105,0.07363098152024516,75.30275603073733,75.61111381448882,131072
ragged,1024,7,packed,construct,1184,1184,27848,17438.476788811386,17.02976248907362,17416.259652236477,17646.15853971918,512
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ragged,1024,7,word-aligned,get,1200,28,64,56.678771898077684,,56.62950108842324,56.91432924948003,131072
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ragged,1024,7,word-aligned,row-view,1200,1056,136,46.97004740705779,,46.883583237899984,47.0415795206236,131072
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ragged,1024,7,word-aligned,construct,1200,1200,27848,16875.650544534437,16.48012748489691,16663.656424498186,18203.857507614885,512
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1d,65536,7,python-list,construct,527928,527928,524456,199141.94126613438,3.0386648752767087,198680.9729714878,199509.12974309176,32
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1d,65536,7,python-list,slice-copy,527928,265784,262320,41821.60955679137,,41764.320485526696,41881.179640768096,128
1d,65536,7,python-list,gather,527928,5280,2312,3476.643541944213,,3425.0288081238978,3492.289579298813,2048
1d,65536,7,python-list,iterate-sum,527928,28,144,155634.76699753664,2.374798080406748,155404.29376414977,156597.00147807598,64
1d,65536,7,python-list,equal,527928,28,64,41739.25844952464,0.6368905403064673,41644.860175438225,42105.14816804789,128
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1d,65536,7,python-list,find,527928,28,65689,242035.1593173109,3.6931634417314285,241677.06578737125,244433.5914333351,32
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1d,65536,7,python-list,random-get-sum,527928,28,608,7285.156243597157,,7156.494120863499,7408.650390061666,1024
1d,65536,7,python-bytes,construct,65569,65569,131282,4197.855446363974,0.06405419077093466,4171.935984231823,4255.493195159943,2048
1d,65536,7,python-bytes,get,65569,28,64,40.481255680901995,,40.14078491820783,40.61222114160046,131072
1d,65536,7,python-bytes,slice-copy,65569,32801,32921,543.2637948388219,,542.3965490081173,544.2022086299403,16384
1d,65536,7,python-bytes,gather,65569,5280,2312,5056.152531324187,,5049.926812716876,5104.003776068566,1024
1d,65536,7,python-bytes,iterate-sum,65569,28,112,159980.47456378117,2.4411083154873836,159244.78066153824,162704.43302346393,32
1d,65536,7,python-bytes,equal,65569,28,64,1901.8859802599763,0.029020476993713018,1899.1394199474598,1909.7187191619014,4096
1d,65536,7,python-bytes,count,65569,28,96,20496.90556304995,0.312757958420562,20381.183276185766,20641.926312237047,256
1d,65536,7,python-bytes,find,65569,28,64,26706.86717465287,0.4075144527382335,26665.527911973186,26733.561753644608,256
1d,65536,7,python-bytes,random-get-sum,65569,28,608,9016.316425913828,,8995.808684630902,9155.436600849498,1024
1d,65536,7,python-str,construct,65577,65577,65641,3529.1748190502403,0.053850934128574224,3523.3153994340682,3545.3491591397324,2048
1d,65536,7,python-str,get,65577,28,64,45.42827625186874,,45.34308573056478,45.539856330378825,131072
1d,65536,7,python-str,slice-copy,65577,32809,32929,735.9161315889651,,733.6223291076749,754.6336746599991,8192
1d,65536,7,python-str,gather,65577,5280,2312,5230.468786976417,,5199.178531256621,5311.970653565368,1024
1d,65536,7,python-str,iterate-sum,65577,28,256,635874.9815262854,9.702682213230673,634687.4870359898,639380.2468664944,8
1d,65536,7,python-str,equal,65577,28,64,1807.5256775773596,0.027580653039205316,1805.5625332635827,1808.9702393808693,4096
1d,65536,7,python-str,count,65577,28,96,20464.519366214518,0.3122637842745135,20435.71112153586,20503.582163655665,256
1d,65536,7,python-str,find,65577,28,113,26665.363293432165,0.4068811537694117,26633.624656824395,26715.00715223374,256
1d,65536,7,python-str,random-get-sum,65577,28,608,7730.5087415879825,,7558.22748033097,7741.943363726023,1024
1d,65536,7,numpy,construct,65648,65648,66088,1367.238496641221,0.020862403818378006,1357.462622308958,1381.4087083119375,4096
1d,65536,7,numpy,get,65648,25,88,58.95773291797468,,58.74697173169352,59.022584153467506,131072
1d,65536,7,numpy,slice-copy,65648,32880,33080,843.6279301804461,,841.4509409249149,846.4151619591576,8192
1d,65536,7,numpy,gather,65648,368,416,313.36212202859315,,311.6226139354694,319.11724818201037,16384
1d,65536,7,numpy,iterate-sum,65648,28,464,1801979.262381792,27.496021459683107,1797041.5065065026,1811583.2353942096,4
1d,65536,7,numpy,equal,65648,28,66033,4192.403253000521,0.06397099690247376,4171.3867631187895,4203.593334750622,2048
1d,65536,7,numpy,count,65648,32,65793,4768.453209180734,0.07276082167329001,4758.972181662102,4774.189960699005,2048
1d,65536,7,numpy,slice-view,65648,65760,216,96.8875895068777,,96.85771118483899,97.58630525880108,65536
1d,65536,7,numpy,gather-list,65648,368,2616,5862.182433702401,,5858.073336639791,5869.140522918315,1024
1d,65536,7,numpy,find,65648,28,65633,28506.83631550055,0.4349798021774376,28411.13291651709,28800.781365134753,256
1d,65536,7,numpy,set,65648,16,64,70.77439967417831,,70.22125991795747,71.02744348230772,131072
1d,65536,7,numpy,random-get-sum,65648,28,632,16196.533124457346,,16163.410236913478,16244.792732322821,512
1d,65536,7,packed,construct,57416,57416,57720,8523.437600160833,0.13005733642823536,8490.234449709533,8636.14832269377,1024
1d,65536,7,packed,get,57416,28,64,43.62328986928787,,43.59181993152106,44.43740841963972,131072
1d,65536,7,packed,slice-copy,57416,28744,28936,599.7899847898225,,597.8215966706557,603.0476669138807,16384
1d,65536,7,packed,gather,57416,296,360,368.14880388647,,367.56641463853157,369.27538360487233,16384
1d,65536,7,packed,iterate-sum,57416,28,321,341507.80993513763,5.210995634996607,336226.5561008826,343473.9337535575,16
1d,65536,7,packed,equal,57416,28,64,1559.9670746269112,0.023803208536177234,1555.948699660803,1571.3501397840446,4096
1d,65536,7,packed,count,57416,28,96,3260.030325691332,0.04974411507707721,3218.587380615645,3284.7290185600286,2048
1d,65536,7,packed,slice-view,57416,57488,192,60.79356396071489,,60.58406754050338,61.40168729018569,131072
1d,65536,7,packed,gather-list,57416,296,2456,2066.650381493673,,2064.727766537544,2080.8918179682223,4096
1d,65536,7,packed,find,57416,28,185,15353.191429312574,0.23427110945606344,15329.101643146714,15387.613075290574,512
1d,65536,7,packed,set,57416,16,64,57.33521390993701,,57.21378215639561,57.905829464743874,131072
1d,65536,7,packed,random-get-sum,57416,28,608,9849.853540799813,,9840.332040766953,9862.792921921937,512
1d,65536,7,word-aligned,construct,58328,58328,58632,6753.703019057866,0.1030533297585734,6719.157227053074,6841.715730843134,1024
1d,65536,7,word-aligned,get,58328,28,64,44.08137499467557,,43.97392316946025,44.942542132275776,131072
1d,65536,7,word-aligned,slice-copy,58328,29200,29392,859.1308642280637,,853.2613549050438,862.7777106084977,8192
1d,65536,7,word-aligned,gather,58328,304,368,329.2363288665001,,328.88543444187235,331.02922714078886,16384
1d,65536,7,word-aligned,iterate-sum,58328,28,321,290083.3133026026,4.426320088235514,289954.40516155213,290304.69158897176,32
1d,65536,7,word-aligned,equal,58328,28,64,1595.4692571540363,0.02434492885061701,1592.8752645777422,1600.5249108275166,4096
1d,65536,7,word-aligned,count,58328,28,96,2374.9084334667714,0.03623822682902178,2372.3144408904773,2380.839077886776,4096
1d,65536,7,word-aligned,slice-view,58328,58400,192,60.40255762229663,,60.38506938921273,60.4289400740754,131072
1d,65536,7,word-aligned,gather-list,58328,304,2464,1819.3564415014407,,1783.203117611265,1838.1347786089464,4096
1d,65536,7,word-aligned,find,58328,28,185,15158.855148911243,0.2313057731462287,15152.423657127656,15229.736163746566,512
1d,65536,7,word-aligned,set,58328,16,64,57.0249572007242,,56.807518689083736,57.08694494899191,131072
1d,65536,7,word-aligned,random-get-sum,58328,28,608,9677.531124907546,,9671.224461271777,9683.26867223368,1024
matrix,65536,7,python-list,get,594072,28,64,40.68438741455793,,40.66339975850042,40.772437870373324,131072
matrix,65536,7,python-list,row-copy,594072,1828,632,156.13299808592274,,154.78390480438975,159.30303476352492,32768
matrix,65536,7,python-list,count,594072,28,560,624737.0038181543,9.532730160799474,618013.0585562438,629848.9315668121,16
matrix,65536,7,python-list,equal,594072,28,64,60061.194744776,0.9164611014522706,59119.469369761646,60283.202401478775,128
matrix,65536,7,python-list,construct,594072,594072,590600,143684.8906450905,2.1924574378218153,142053.3881173469,148250.0010752119,64
matrix,65536,7,python-list,set,594072,16,64,48.50070212114588,,48.4018318758217,48.520409023922184,131072
matrix,65536,7,numpy,get,65664,25,88,83.22715672193226,,83.14005839338279,83.27357647885947,65536
matrix,65536,7,numpy,row-copy,65664,176,320,221.88950055124224,,221.81320247227632,222.031921737198,32768
matrix,65536,7,numpy,row-view,65664,65776,160,84.07084450823277,,83.94367867481378,84.41925203328537,65536
matrix,65536,7,numpy,count,65664,32,65793,4870.381303589966,0.07431612096542306,4867.81834752037,4872.375484410441,2048
matrix,65536,7,numpy,equal,65664,28,66041,4247.5180634937715,0.06481198217000994,4245.422360327211,4251.241193742317,2048
matrix,65536,7,numpy,construct,65664,65664,98432,1136500.0100340694,17.341613922639,1135713.5081198066,1138927.007559687,8
matrix,65536,7,numpy,set,65664,16,64,89.71849041472524,,89.61741571056336,89.81704624488884,65536
matrix,65536,7,packed,get,57480,28,64,55.79662420984732,,55.765784878758495,55.82460005371104,131072
matrix,65536,7,packed,row-copy,57480,128,264,76.56607081685252,,76.5126486612644,78.41810756303857,65536
matrix,65536,7,packed,row-view,57480,57488,136,47.62203964503442,,47.6036081664688,47.66782346621312,131072
matrix,65536,7,packed,count,57480,28,96,3280.232931501814,0.050052382377652194,3275.594281149097,3285.522439000488,2048
matrix,65536,7,packed,equal,57480,28,64,1769.0124991531775,0.026992988573504295,1761.5253682379262,1811.035190257826,4096
matrix,65536,7,packed,construct,57480,57480,1670024,881182.2335701436,13.445773827669427,864406.261825934,884427.0196277648,8
matrix,65536,7,packed,set,57480,16,64,66.32582838506096,,66.25429627149515,66.36556193484466,131072
matrix,65536,7,word-aligned,get,58392,28,64,55.57663840249916,,54.99044952728127,56.12405473698345,131072
matrix,65536,7,word-aligned,row-copy,58392,136,272,80.16204589011977,,79.68711912553772,81.41898888425203,65536
matrix,65536,7,word-aligned,row-view,58392,58400,136,47.64683581015561,,47.591841578764615,47.748253351187486,131072
matrix,65536,7,word-aligned,count,58392,28,96,2346.4253331439977,0.03580360920935055,2337.8092919301707,2358.0424795,4096
matrix,65536,7,word-aligned,equal,58392,28,64,1816.7114603784285,0.027720816961340766,1800.1911712417495,1923.8381128161564,4096
matrix,65536,7,word-aligned,construct,58392,58392,1670024,844088.5285381228,12.879768807039227,843400.9796474129,845541.6245851666,8
matrix,65536,7,word-aligned,set,58392,16,64,66.15384684494074,,66.12396319383151,66.32709670384429,131072
ragged,65536,7,python-list,get,597488,28,64,38.749062625242914,,38.71791065535035,38.86000143893398,131072
ragged,65536,7,python-list,row-copy,597488,2696,912,219.73800556907008,,219.52566697791553,220.43484193545737,32768
ragged,65536,7,python-list,count,597488,28,560,626994.7334658355,9.567180381253593,614083.3720564842,632614.508504048,8
ragged,65536,7,python-list,equal,597488,28,64,60221.351304790005,0.9189048966184998,59179.68701396603,60729.493270628154,128
ragged,65536,7,python-list,construct,597488,597488,594016,171115.87658291683,2.611021066023511,170888.0372461863,172959.62607022375,32
ragged,65536,7,python-list,set,597488,16,64,46.07518810928468,,46.07137249479365,46.22968319267784,131072
ragged,65536,7,numpy,get,73936,25,120,124.31588913841551,,124.2885581120845,124.32925444727516,65536
ragged,65536,7,numpy,row-copy,73936,211,475,383.29058327235543,,382.929442821478,384.8902565550816,16384
ragged,65536,7,numpy,row-view,73936,65760,280,237.10250474096028,,237.04275520231022,237.2512852844011,32768
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ragged,65536,7,numpy,equal,73936,28,66721,5880.574235561653,0.08973044182680745,5875.69138588151,5881.388688067091,1024
ragged,65536,7,numpy,construct,73936,73936,83371,1661916.7872704566,25.35883769638758,1661000.0166110694,1664646.0280753672,4
ragged,65536,7,numpy,set,73936,16,120,131.2389379393153,,131.1543726956188,131.4055175782869,65536
ragged,65536,7,packed,get,65592,28,64,56.282685179098735,,56.22895038470688,56.3233726325052,131072
ragged,65536,7,packed,row-copy,65592,160,296,76.38804433440782,,76.32191412199063,76.52983313732875,65536
ragged,65536,7,packed,row-view,65592,57488,136,47.702469530008784,,47.651290913108824,47.777488632050336,131072
ragged,65536,7,packed,count,65592,28,96,3282.40969338367,0.05008559712804672,3279.3989248602884,3285.0541629159125,2048
ragged,65536,7,packed,equal,65592,28,64,1811.4013187187084,0.027639790629863104,1806.843954454962,1832.2143660043366,4096
ragged,65536,7,packed,construct,65592,65592,1710552,912432.38421157,13.922613284478302,911192.7356570959,913520.75105533,8
ragged,65536,7,packed,set,65592,16,64,66.80297914840594,,66.06706293155185,70.71018259807715,131072
ragged,65536,7,word-aligned,get,66504,28,64,55.945717392091865,,55.88340812323622,56.2601094600268,131072
ragged,65536,7,word-aligned,row-copy,66504,160,296,79.54087877237725,,79.30056966642951,79.70938042944908,65536
ragged,65536,7,word-aligned,row-view,66504,58400,136,47.54257254546701,,47.512054734966114,47.59502481022082,131072
ragged,65536,7,word-aligned,count,66504,28,96,2379.7709900463815,0.03631242355417452,2376.383577029628,2384.1145093683735,4096
ragged,65536,7,word-aligned,equal,66504,28,64,1830.1799400433083,0.02792632965153974,1829.3557104698266,1832.0617414246954,4096
ragged,65536,7,word-aligned,construct,66504,66504,1710552,877640.6175456941,13.391733055811983,874140.6199987978,878687.5114310533,8
ragged,65536,7,word-aligned,set,66504,16,64,68.39815647197156,,67.92608608918727,68.83271908009192,131072
1d,1048576,7,python-list,construct,8392248,8392248,8388776,3244187.5664517283,3.0938983597295078,3227458.568289876,3246728.9129272103,2
1d,1048576,7,python-list,get,8392248,28,64,34.26964934050147,,34.109913116253665,34.47786767196703,262144
1d,1048576,7,python-list,slice-copy,8392248,4197944,4194480,658911.5073438734,,656119.7515111417,668749.9990221113,8
1d,1048576,7,python-list,gather,8392248,5392,2312,3522.1762573200976,,3514.8315191690926,3534.179654707259,2048
1d,1048576,7,python-list,iterate-sum,8392248,28,144,2533312.5377073884,2.415955102641476,2506979.0426641703,2543562.5575482845,2
1d,1048576,7,python-list,equal,8392248,28,64,690197.9795657098,0.6582240863473032,689156.2370583415,692562.4911673367,8
1d,1048576,7,python-list,count,8392248,28,96,9517083.875834942,9.076198459467832,9357708.040624857,9670875.035226345,1
1d,1048576,7,python-list,find,8392248,28,1048729,3900687.559507787,3.7199855418279526,3894854.453392327,3908354.4397726655,2
1d,1048576,7,python-list,set,8392248,16,64,46.80602216922125,,46.70938125173052,46.965277888944,131072
1d,1048576,7,python-list,random-get-sum,8392248,28,608,7447.795042025973,,7419.962912535993,7523.233307438204,1024
1d,1048576,7,python-bytes,construct,1048609,1048609,2097362,41180.99059269298,0.03927325305241869,40896.8044212088,41309.569496661425,128
1d,1048576,7,python-bytes,get,1048609,28,64,40.083886432285,,40.04383136191336,40.49459789712273,131072
1d,1048576,7,python-bytes,slice-copy,1048609,524321,524441,8807.046924630413,,8508.503924531396,9203.32809073443,1024
1d,1048576,7,python-bytes,gather,1048609,5392,2312,5344.970759324497,,5343.994189388468,5430.175860965392,1024
1d,1048576,7,python-bytes,iterate-sum,1048609,28,112,2566999.988630414,2.4480819593719616,2561916.4807721972,2620707.9645246267,2
1d,1048576,7,python-bytes,equal,1048609,28,64,27178.38651733473,0.02591932918294404,27038.89913391322,27288.249839330092,256
1d,1048576,7,python-bytes,count,1048609,28,96,338479.11981865764,0.3227988432108475,332585.9288452193,344989.6175879985,16
1d,1048576,7,python-bytes,find,1048609,28,64,425781.2543073669,0.4060566466401738,425479.18565105647,427476.5669833869,16
1d,1048576,7,python-bytes,random-get-sum,1048609,28,608,9198.567340718,,9191.365279548336,9206.583854393102,1024
1d,1048576,7,python-str,construct,1048617,1048617,1048681,58797.20447410364,0.05607338378343929,58763.99882254191,58842.1244174242,128
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1d,1048576,7,python-str,slice-copy,1048617,524329,524449,8533.894515494467,,8525.187467967044,8549.723816031474,1024
1d,1048576,7,python-str,gather,1048617,5392,2312,5339.96580998064,,5330.444309947779,5351.806748876697,1024
1d,1048576,7,python-str,iterate-sum,1048617,28,256,10121542.029082775,9.652654675562644,10112792.020663619,10136584.052816033,1
1d,1048576,7,python-str,equal,1048617,28,64,27395.672077545896,0.026126548841043373,27353.356017556507,27474.28516158834,256
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1d,1048576,7,python-str,find,1048617,28,113,423502.62810941786,0.4038835793584994,422872.4428685382,424437.50135134906,16
1d,1048576,7,python-str,random-get-sum,1048617,28,608,7663.818450964754,,7647.8270329971565,7765.991313135601,1024
1d,1048576,7,numpy,construct,1048688,1048688,1049128,19509.27708094241,0.018605496483747874,19435.218746366445,19821.289242827334,256
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1d,1048576,7,numpy,slice-copy,1048688,524400,524600,9033.487458509626,,9016.84575183026,9226.277370544267,1024
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