PlaidML Linux benchmarks for a future article on Phoronix.com by Michael Larabel.
Compare your own system(s) to this result file with the
Phoronix Test Suite by running the command:
phoronix-test-suite benchmark 1901122-PTS-PLAIDMLG16
PlaidML OpenCL Linux GPU Benchmarks AMD Radeon + NVIDIA GeForce,
"PlaidML - FP16: No - Mode: Training - Network: VGG16 - Device: OpenCL",
Higher Results Are Better
"RX 580",10.413166539061,10.415730878571,10.425419891686
"RX 590",9.5227248166437,9.5196710255917,9.5057385883658
"RX Vega 56",28.820216053217,28.758738557396,28.761579380329
"RX Vega 64",31.035490148077,30.609174213067,30.910087089672
"GTX 980 Ti",40.40857354904,40.42948979751,39.583025784552
"GTX 1060",34.153697173226,34.033691114674,34.035036765687
"GTX 1070",46.090244226391,45.935209631417,45.876335183089
"GTX 1070 Ti",46.779779575486,46.625113904012,46.780300050258
"GTX 1080",50.146864834419,50.096417629219,50.023230942046
"GTX 1080 Ti",66.821104135439,66.523241198072,66.31632383105
"RTX 2070",64.093787100904,63.644290581328,63.38539588178
"RTX 2080",68.06208951572,67.547560072335,67.172851388827
"RTX 2080 Ti",85.703354347078,85.354980024547,85.29508059806
"TITAN RTX",91.188114295692,90.773113221828,90.565166387559
"PlaidML - FP16: No - Mode: Training - Network: VGG19 - Device: OpenCL",
Higher Results Are Better
"RX 580",9.6736230020407,9.6812506365907,9.6688600719671
"RX 590",8.9194271966693,8.9043563087126,8.9212945232173
"RX Vega 56",25.950238091018,25.307184023297,25.736767983406
"RX Vega 64",28.166778147077,28.109780898592,28.171885294531
"GTX 1070",39.328337174117,39.092152756258,39.243362796948
"GTX 1070 Ti",40.381359157016,40.346798128402,40.266550619365
"GTX 1080",43.076375009489,42.874816317573,42.818405217401
"GTX 1080 Ti",57.71841359618,57.493246530141,57.590134808537
"RTX 2070",55.010163329941,54.630729150383,54.645680953794
"RTX 2080",58.690187194495,58.484482263608,58.463489208323
"RTX 2080 Ti",74.918803986757,74.676575955728,74.641197656419
"TITAN RTX",79.903224198713,79.423088776532,79.413042657073
"PlaidML - FP16: No - Mode: Inference - Network: VGG19 - Device: OpenCL",
Higher Results Are Better
"RX 580",55.267253478973,55.359933448991,55.156136280537
"RX 590",57.624573634445,58.634479882777,58.66528422249
"RX Vega 56",96.14323557402,90.881763184804,97.228960234184,93.39810106406
"RX Vega 64",106.66186513263,109.09079977068,106.21285896603
"GTX 980",80.515459132732,80.293637582794,80.294573513995
"GTX 980 Ti",101.50785443389,101.65248065715,101.03080898584
"GTX 1060",78.157190027634,78.131379615568,78.113527682786
"GTX 1070",106.34102484387,106.35277302667,106.34886764955
"GTX 1070 Ti",109.45473773216,109.35354164828,109.39244706769
"GTX 1080",117.23568797251,117.30549108863,117.18500794258
"GTX 1080 Ti",156.33625742601,156.44088969832,156.06349052698
"RTX 2060",124.32839852456,124.1494052201,124.0639379277
"RTX 2070",155.3400500423,154.9813941886,154.90458133337
"RTX 2080",168.76452838875,168.48997335798,168.3439045618
"RTX 2080 Ti",222.13739310138,221.60773929258,221.89119778039
"TITAN RTX",238.03524577867,237.59850398655,237.50951301967
"PlaidML - FP16: Yes - Mode: Inference - Network: VGG19 - Device: OpenCL",
Higher Results Are Better
"RX 580",51.660061768223,51.46470068016,51.651110316115
"RX 590",53.841786729542,53.19084817924,54.518342245669
"RX Vega 56",91.328982716353,91.216255722802,91.425449322253
"RX Vega 64",104.30935198141,104.9133134262,102.5595120069
"GTX 980",83.196963773907,83.167924967902,83.205850235284
"GTX 980 Ti",104.99328125888,104.82172747644,104.39403796856
"GTX 1060",79.40947404024,79.255513907599,79.202147742562
"GTX 1070",105.88515128305,105.64836875463,105.78257382735
"GTX 1070 Ti",108.88611096629,108.87502461431,108.78184255885
"GTX 1080",115.93726690645,115.99191636862,115.76724391161
"GTX 1080 Ti",159.15964018753,158.82200639686,159.07690749248
"RTX 2060",123.40860010769,119.17604953277,123.35360941297
"RTX 2070",149.21312479607,148.70836353977,148.86683645703
"RTX 2080",161.49553509387,160.93977010881,161.05350780117
"RTX 2080 Ti",207.63725596696,207.35804126606,206.90189990863
"TITAN RTX",220.95468357274,220.89942526881,220.80787383739
"PlaidML - FP16: No - Mode: Inference - Network: VGG16 - Device: OpenCL",
Higher Results Are Better
"RX 580",64.607956140025,64.545570304844,64.50080276328
"RX 590",68.19554996593,66.696370397037,68.227968455309
"RX Vega 56",110.16410064223,108.50006862461,107.54001447933
"RX Vega 64",120.89477610117,126.08026166183,120.85770215539
"GTX 980",94.905727699296,94.8901768963,94.720114947649
"GTX 980 Ti",119.45323532234,119.15825788135,118.98601578152
"GTX 1060",93.116951651695,92.953977421145,92.927595653569
"GTX 1070",124.5674632645,125.78134335703,125.7474210164
"GTX 1070 Ti",128.96040907814,128.82778870456,128.75293828733
"GTX 1080",138.92358200316,138.80144623483,138.6202016389
"GTX 1080 Ti",181.85408429494,180.37915887109,181.52927068718
"RTX 2060",147.52781164302,146.95645294719,147.00009105861
"RTX 2070",184.01097784864,183.9429512974,183.90540929874
"RTX 2080",197.7797247576,197.47701971849,197.29156789859
"RTX 2080 Ti",258.99681093803,258.2819642075,258.23345901392
"TITAN RTX",272.00057605031,276.13274248834,276.54390476979
"PlaidML - FP16: Yes - Mode: Inference - Network: VGG16 - Device: OpenCL",
Higher Results Are Better
"RX 580",58.877080047461,59.049927361849,58.839998960463
"RX 590",61.173705105173,62.094561745065,61.675179057368
"RX Vega 56",106.47514223433,106.65577046133,106.47082403901
"RX Vega 64",118.82218448379,119.99078944246,119.99131909976
"GTX 980",96.821273556378,96.823143021958,96.825695783025
"GTX 980 Ti",121.80116844368,121.68401924214,121.55030245455
"GTX 1060",93.053585678236,92.962577483383,90.545045607223
"GTX 1070",122.47100918049,122.59662531594,122.56244018169
"GTX 1070 Ti",126.00468550304,125.92155736746,124.87945685309
"GTX 1080",134.65593839953,134.61261410347,134.77033057688
"GTX 1080 Ti",181.14191959599,180.75052803123,180.23267254231
"RTX 2060",143.80588662412,143.8361454379,143.76496381656
"RTX 2070",172.93079713793,172.79601166871,172.79398519472
"RTX 2080",185.83069716745,185.63341568691,185.81050601799
"RTX 2080 Ti",237.67814387838,233.17635003756,237.52381040865
"TITAN RTX",250.42880332166,250.45385534806,250.0161490706
"PlaidML - FP16: No - Mode: Inference - Network: ResNet 50 - Device: OpenCL",
Higher Results Are Better
"RX 580",131.14110841858,129.6062133722,131.00844083593
"RX 590",138.07984277746,140.1374331583,138.41055794107
"RX Vega 56",214.06073749295,215.05259971281,209.03431257448
"RX Vega 64",218.08602972908,229.33375665624,230.80181380976
"GTX 980",170.80769972772,172.40312339838,172.40934505105
"GTX 980 Ti",197.99184931189,199.16744111085,198.48456898967
"GTX 1060",187.66892991148,187.20731399918,187.25184509869
"GTX 1070",241.74490697436,238.30852238824,243.86672896908
"GTX 1070 Ti",248.94939344859,248.88065412476,250.4524459929
"GTX 1080",275.20714275302,275.19918988943,276.05074719054
"GTX 1080 Ti",314.91198773484,314.92794353457,315.07175720378
"RTX 2060",293.53565299571,292.4128231931,293.34396091194
"RTX 2070",351.38330688325,350.43209920462,350.23595204724
"RTX 2080",373.02673076059,372.98056912752,373.22728580751
"RTX 2080 Ti",483.8517115582,481.13537790727,468.71431404938
"TITAN RTX",499.01599524008,499.29517422018,498.53621872895
"PlaidML - FP16: Yes - Mode: Inference - Network: ResNet 50 - Device: OpenCL",
Higher Results Are Better
"RX 580",121.1255561965,120.22769692407,121.25196033023
"RX 590",128.73942107974,128.81806905073,128.86328726748
"RX Vega 56",191.98239201869,191.92838670607,191.947368748
"RX Vega 64",210.31871612839,211.19431817559,213.29592619061
"GTX 980",174.98135419936,174.54728798388,174.34768993641
"GTX 980 Ti",198.18210009795,198.95233063544,198.40947361404
"GTX 1060",167.59685761499,175.61189696046,175.74666851649
"GTX 1070",221.31737431396,221.25176734244,221.11239977921
"GTX 1070 Ti",226.29386655705,226.17991024197,226.73137293226
"GTX 1080",248.84652938287,248.31033049663,247.78908125109
"GTX 1080 Ti",310.65157845656,311.94565552992,309.41468496879
"RTX 2060",265.55586775353,265.83136365441,196.07019366382,265.56337153909,265.52862288976,261.15833609315,265.28040157397,265.00378942879,265.50545396864,265.10094997596,265.09425768136
"RTX 2070",311.59953865505,311.02213230794,311.42314944448
"RTX 2080",331.13991338409,329.6598909466,330.19316570284
"RTX 2080 Ti",416.11922473346,417.00355334395,417.00695431142
"TITAN RTX",428.32068948289,427.8230217654,428.60944376
"PlaidML - FP16: No - Mode: Inference - Network: IMDB LSTM - Device: OpenCL",
Higher Results Are Better
"RX 580",181.96975673509,182.84341409185,180.5250336748
"RX 590",206.94882571909,202.52715716524,205.02854088239
"RX Vega 56",239.92025850138,239.51628918352,239.51022524059
"RX Vega 64",240.10010243604,240.04320564689,240.0192808202
"GTX 980",155.76029421548,154.49570163246,155.11026657934
"GTX 980 Ti",173.66140490842,174.09711145966,172.95073049186
"GTX 1060",175.40665232038,174.78043558424,174.53654539644
"GTX 1070",217.47894892814,218.66194346484,216.82814239695
"GTX 1070 Ti",215.22700275074,215.18446840289,214.9332234922
"GTX 1080",249.27569021743,245.93254371112,246.99149963224
"GTX 1080 Ti",297.63637469898,298.15339223741,298.54049398992
"RTX 2060",324.53749152522,324.18614192947,323.75592416606
"RTX 2070",353.29490486465,357.50489614799,356.20862223842
"RTX 2080",419.37556173075,418.36059802156,415.85067293768
"RTX 2080 Ti",525.60776182334,526.87668691528,523.32564170782
"TITAN RTX",534.8820866812,535.13580105705,534.04252266698
"PlaidML - FP16: No - Mode: Training - Network: Mobilenet - Device: OpenCL",
Higher Results Are Better
"RX 580",41.704485253471,41.625691056547,41.59976918587
"RX 590",45.14919785348,45.259850938207,45.229250953409
"RX Vega 56",71.582199503076,71.062090275121,71.237481198635
"RX Vega 64",75.431467697839,74.982410790678,75.282739821107
"GTX 980",78.497774297003,78.415225822325,78.491477277504
"GTX 980 Ti",83.363681166332,83.614364344648,84.002115304763
"GTX 1060",81.657300598032,81.650948283179,81.636625050076
"GTX 1070",98.388969630564,98.442957395649,98.517350660408
"GTX 1070 Ti",95.847155405485,95.505684960814,95.203061274974
"GTX 1080",94.266250522446,94.799710601539,94.341788823556
"GTX 1080 Ti",113.49539478689,113.32571761122,113.81477107826
"RTX 2060",103.08594372972,103.30750692541,103.50863433669
"RTX 2070",119.59364182453,119.91608088704,120.02506421879
"RTX 2080",119.76634303667,120.51148595441,120.43393943425
"RTX 2080 Ti",137.46039069485,138.37958482522,138.47776715265
"TITAN RTX",141.96259027543,141.96247062127,143.15332260892
"PlaidML - FP16: Yes - Mode: Inference - Network: NASNer Large - Device: OpenCL",
Higher Results Are Better
"GTX 980",23.355412483094,23.204759666879,23.095577524585
"GTX 980 Ti",26.980014391168,26.851503882285,26.866609828915
"GTX 1060",22.206667477298,22.158962539501,22.145874184489
"GTX 1070",30.258588207431,30.168095880263,30.162945835305
"GTX 1070 Ti",32.751777660115,32.659812129749,32.537737517444
"GTX 1080",37.200796530985,37.00424463888,36.85496073265
"GTX 1080 Ti",47.720959304362,47.483656028784,47.69775160582
"RTX 2060",37.732463525048,37.549897448657,37.525521500271
"RTX 2070",44.510909352003,44.266602389078,44.241438689801
"RTX 2080",51.647229014877,51.47713562089,51.482429209787
"RTX 2080 Ti",70.322255968248,67.939851181645,70.84065974417
"TITAN RTX",72.84586329743,72.683344324058,72.300103501038
"PlaidML - FP16: No - Mode: Inference - Network: NASNer Large - Device: OpenCL",
Higher Results Are Better
"RX 580",18.084491509796,18.064675433154,18.076588432644
"RX 590",20.025388170627,20.009339918529,20.005766483682
"RX Vega 56",31.075731733328,31.12905835505,31.050001130135
"RX Vega 64",36.075098629609,35.647779034742,35.945992605405
"GTX 980",18.995798026717,18.871867449919,18.816422445788
"GTX 980 Ti",24.364065098124,24.338224104124,24.250372075247
"GTX 1060",18.294393764719,18.257550807171,18.249938835151
"GTX 1070",25.373340884347,25.283696320645,25.27912595594
"GTX 1070 Ti",26.561290634009,26.572286317928,26.56192864497
"GTX 1080",30.968549860617,30.909215093835,30.887515252175
"GTX 1080 Ti",42.90321435627,42.573835187479,42.763037744254
"RTX 2060",29.50095229387,29.385056772738,29.372782176063
"RTX 2070",36.142138832664,35.956790425231,35.922531580024
"RTX 2080",41.677909276923,41.530295578102,41.493039477551
"RTX 2080 Ti",56.982383884606,56.667844619149,56.660970944646
"TITAN RTX",59.31872984857,59.057314955575,58.999697176082
"PlaidML - FP16: No - Mode: Inference - Network: Inception V3 - Device: OpenCL",
Higher Results Are Better
"RX 580",64.297751727035,67.006151422153,67.266680039708
"RX 590",71.577250573381,69.112507957855,73.562262309764
"RX Vega 56",104.3806243783,106.65359736694,101.28214613385
"RX Vega 64",119.04251384226,118.25230343888,116.4452846282
"GTX 980",82.466577328154,78.910157290821,81.717937138165
"GTX 980 Ti",97.004493036148,98.344901010467,91.04037688417,98.589824139665,98.457707209949
"GTX 1060",83.828981330178,78.097160043792,83.285410007015,77.928723596806,83.652721583626,83.683353806523,83.703105338695
"GTX 1070",110.46812390364,101.78664522503,110.22924523742,110.35533947327,109.67599360631
"GTX 1070 Ti",113.65958741997,113.4966904298,113.66367369454
"GTX 1080",130.22964849856,131.34529867024,117.1564997032,119.42279440372,129.62330489642,116.79162072069,116.74483024065,126.27980138903,129.61027706573,129.45783642961,119.71636832907,129.41353950428
"GTX 1080 Ti",157.46190794215,158.20839748205,158.92928492156
"RTX 2060",126.91548869654,121.06072029168,126.54562093499
"RTX 2070",147.12975986168,148.55292254592,146.49977467174
"RTX 2080",162.15535197531,161.72784400626,161.92205224173
"RTX 2080 Ti",177.96093075228,207.49510871848,207.85128246065,207.10499946596,206.91187247927,176.23436994399,176.08236732595,207.50494306386,206.98241062611,187.14226127089,202.97328572396,206.499236548
"TITAN RTX",212.28920138394,211.24207380013,211.53278096015
"PlaidML - FP16: No - Mode: Training - Network: Inception V3 - Device: OpenCL",
Higher Results Are Better
"RX 580",13.147379109556,13.19991374413,13.108097041388
"RX 590",14.554380869892,14.54912719748,14.667068669208
"RX Vega 56",19.855830758798,19.886233423214,19.850217419423
"RX Vega 64",20.988690757723,20.950211752402,20.992890311318
"GTX 1060",21.717725019075,21.396582651287,21.623005258486
"GTX 1070",26.253238175918,26.186731953156,26.176727895617
"GTX 1070 Ti",25.98675152042,25.979734920546,26.030907443889
"GTX 1080",28.545317142616,28.403297410527,28.36987192702
"GTX 1080 Ti",33.14424273599,33.115233582584,33.053303124462
"RTX 2070",
"RTX 2080",32.944843143364,32.739901614894,32.706696154954
"RTX 2080 Ti",37.92033998073,37.64672365454,37.444356040509
"TITAN RTX",37.821619590617,37.562786268655,36.841058362372
"PlaidML - FP16: No - Mode: Inference - Network: DenseNet 201 - Device: OpenCL",
Higher Results Are Better
"RX 580",62.188966588445,62.40661706395,62.426382034693
"RX 590",67.535487786833,67.495662659547,67.455544392455
"RX Vega 56",95.844379141828,95.846416407425,95.915488677224
"RX Vega 64",106.38435971058,106.45789398359,106.46747741462
"GTX 980",63.995020300209,64.007261146294,63.879114985975
"GTX 980 Ti",79.086685928488,78.864870744726,78.701330135903
"GTX 1060",62.279763174431,62.26801475408,62.267774622024
"GTX 1070",83.881544334854,83.885253435345,83.911398461702
"GTX 1070 Ti",83.575975586678,83.475312984275,83.585330349499
"GTX 1080",90.857110430593,90.833496861309,90.812573114457
"GTX 1080 Ti",119.87706676475,119.96828667963,119.54118258497
"RTX 2060",95.899600949679,95.796267111111,95.939371395315
"RTX 2070",115.84880173192,115.46350970449,115.64936423668
"RTX 2080",118.53430092097,118.90114287154,118.5058730868
"RTX 2080 Ti",145.82199392334,152.12712696683,152.07473012682
"TITAN RTX",162.06381657572,161.29022103651,160.6028758529
"PlaidML - FP16: No - Mode: Inference - Network: Mobilenet - Device: OpenCL",
Higher Results Are Better
"RX 580",389.49189973105,391.65316427162,389.42397100959
"RX 590",424.10828539614,424.54295018576,424.02630266537
"RX Vega 56",529.40399946505,521.50888982115,541.8774874432
"RX Vega 64",613.9475794843,560.48147434763,573.37872373602,535.76091583756,584.98732610881,542.513732965,531.76085634578,481.02550445764,564.63645069585,541.30074816651,539.99535889628,481.53849705365
"GTX 980",453.78351846768,458.18069685494,460.57301896599
"GTX 980 Ti",490.3182019261,481.00255538053,483.52828332699
"GTX 1060",484.88759762671,485.91740076674,483.69063789652
"GTX 1070",591.55984306948,598.76632230951,589.00923654428
"GTX 1070 Ti",593.0662359919,594.62193192822,594.85718104384
"GTX 1080",621.00933162187,621.96362086083,621.09487003545
"GTX 1080 Ti",682.80634367693,683.32044974124,695.11125036819
"RTX 2060",668.46028549152,672.20765568182,673.34671874234
"RTX 2070",766.75758261184,771.42208676382,764.25938182245
"RTX 2080",800.04219039249,787.93857664738,794.84302952055
"RTX 2080 Ti",972.35794998669,970.57646149985,944.43550000654
"TITAN RTX",984.02156661779,990.13997412245,988.89170206481
"PlaidML - FP16: Yes - Mode: Inference - Network: DenseNet 201 - Device: OpenCL",
Higher Results Are Better
"GTX 980",61.320521077915,61.435603293171,61.370913270658
"GTX 980 Ti",76.324468109257,76.00747069757,76.118239659704
"GTX 1060",58.799541956979,58.746044251304,58.730309894925
"GTX 1070",79.1763228289,79.09105284537,78.981845024984
"GTX 1070 Ti",78.397696875342,78.473392324884,78.478722794468
"GTX 1080",85.576043904929,85.64391380352,85.580924972455
"GTX 1080 Ti",115.19653082805,114.85605668076,114.86989690943
"RTX 2060",89.323695742708,89.054613204049,88.685543271901
"RTX 2070",108.70246263065,108.18041996815,108.21507712562
"RTX 2080",111.45537883667,111.20393326776,111.1232200955
"RTX 2080 Ti",141.21573787897,128.04593971507,140.64275492406,140.16977923728,139.68893544789,140.10233015109,141.25856239787
"TITAN RTX",149.74407065185,143.57218012606,150.33884677395
"PlaidML - FP16: Yes - Mode: Inference - Network: Inception V3 - Device: OpenCL",
Higher Results Are Better
"GTX 980",89.461372118359,89.356513692144,88.962064257074
"GTX 980 Ti",105.93030729124,95.652093649302,105.60140151215,97.425465316469,105.46906436797,105.72713730174,105.66234282161,105.65061932643,104.31572615386,106.63886477185,105.67593316742,105.46023728366
"GTX 1060",87.078944293878,86.212948970398,86.951564188559
"GTX 1070",112.34697698141,112.01998003056,112.56612759312
"GTX 1070 Ti",115.71389547087,115.85432821714,105.61341534193,115.95276666555,115.67152967485,115.65892051193,115.85680491609
"GTX 1080",129.57934426168,129.37339772312,129.94554290277
"GTX 1080 Ti",161.23819018871,159.94526649924,159.36321964985
"RTX 2060",128.67785674208,121.42147710111,128.23908749088
"RTX 2070",132.75388205675,148.9553518973,134.8238031275,148.50983666456,148.247444576,148.40573607914,148.82297786062,131.80625027236,148.34835630065,132.11573568069,148.44323836419,135.57441481399
"RTX 2080",161.2282334972,142.80527406669,140.65263437186,142.49406375827,159.22754943043,160.2251935051,160.27006536326,141.7415768684,160.70322079769,141.61184675371,160.46284247239,159.90937243229
"RTX 2080 Ti",198.80343011894,171.79733464106,197.01637849304,201.99452160349,170.44445609411,198.38870176286,198.42565236799,170.32847098358,198.24114208445,201.44034914217,198.47109531833,201.49322374771
"TITAN RTX",203.13789164202,201.81424616907,202.90966626728
"PlaidML - FP16: No - Mode: Training - Network: IMDB LSTM - Device: OpenCL",
Higher Results Are Better
"RX 580",120.66694168825,120.44728533939,116.70725422627
"RX 590",133.78137704509,134.39388688714,130.9653588347
"RX Vega 56",164.79675143417,163.68248907206,163.3217165901
"RX Vega 64",169.19830008581,167.75947646614,169.27947136161
"GTX 980",107.79559986556,107.85737535228,108.05949572187
"GTX 980 Ti",120.70662437659,121.51512881947,122.94818586209
"GTX 1060",118.6250901019,119.62886626136,118.88880050667
"GTX 1070",134.74974737367,134.43774587407,134.55856273694
"GTX 1070 Ti",132.69045259745,132.67158577731,132.9505822328
"GTX 1080",140.92902122245,141.64589315712,142.50139888832
"GTX 1080 Ti",164.64314279664,164.12941659095,165.55430783491
"RTX 2060",157.92369304372,156.40538348152,155.97785773041
"RTX 2070",161.94263017044,163.89592220597,165.87908759164
"RTX 2080",175.8429567553,176.46214518179,173.10456498149
"RTX 2080 Ti",192.87286435741,193.16822411139,189.41292311812
"TITAN RTX",191.50830957315,193.63722598743,186.93017345381
"PlaidML - FP16: Yes - Mode: Inference - Network: Mobilenet - Device: OpenCL",
Higher Results Are Better
"RX 580",437.55774657573,435.4435384604,432.75018879437
"RX 590",456.0508610481,454.778166204,454.37871235921
"RX Vega 56",479.17155861414,480.10342322495,480.06725419
"RX Vega 64",482.18406638406,481.60985357715,480.05515434226
"GTX 980",400.67983580864,403.68849992676,416.86272508878
"GTX 980 Ti",420.99205852961,426.07170955557,415.83480959849
"GTX 1060",429.4185968863,414.95408283146,432.2486623211
"GTX 1070",472.58083763088,477.47496597479,477.09332494146
"GTX 1070 Ti",456.18682963193,477.99062296564,493.33915803422,466.15347745273
"GTX 1080",501.95087949593,512.07020005346,515.62026721218
"GTX 1080 Ti",559.90235541438,560.6645702395,543.87314274455
"RTX 2060",519.27169094164,524.61373825435,568.52206315911,538.55986941046,549.79159872358,528.62489230494
"RTX 2070",520.24038753177,533.26199479249,544.39934245692
"RTX 2080",592.73156466592,657.83989862296,608.34287286904,591.50957574531,598.330567827,588.63071953492,659.50079877748,614.40414553578,613.36885749077,616.56790082871,590.30060631,606.91706969729
"RTX 2080 Ti",697.91076846329,692.49423181772,693.74600513537
"TITAN RTX",686.08605229948,701.29826826177,705.24127086923