AMD Radeon VII OpenCL GPU Compute Benchmarks

Benchmarks for Radeon VII launch day by Michael Larabel for a future article. Radeon tests with ROCm 2.0 on Linux 5.0 kernel.

Compare your own system(s) to this result file with the Phoronix Test Suite by running the command: phoronix-test-suite benchmark 1902066-SP-VIICOMPUT16
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CPU Massive 2 Tests
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Result
Identifier
Performance Per
Dollar
Date
Run
  Test
  Duration
RX 580
January 28 2019
  29 Minutes
RX 590
January 29 2019
  29 Minutes
RX Vega 56
January 28 2019
  26 Minutes
RX Vega 64
January 28 2019
  24 Minutes
Radeon VII
January 30 2019
  24 Minutes
GTX 1060
January 27 2019
  17 Minutes
GTX 1070
January 25 2019
  15 Minutes
GTX 1070 Ti
January 25 2019
  15 Minutes
GTX 1080
January 25 2019
  15 Minutes
GTX 1080 Ti
January 25 2019
  14 Minutes
RTX 2060
January 27 2019
  14 Minutes
RTX 2070
January 27 2019
  14 Minutes
RTX 2080
January 26 2019
  13 Minutes
RTX 2080 Ti
January 26 2019
  13 Minutes
TITAN RTX
January 26 2019
  14 Minutes
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  18 Minutes

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AMD Radeon VII OpenCL GPU Compute Benchmarks, "LuxMark 3.1 - OpenCL Device: GPU - Scene: Luxball HDR", Higher Results Are Better "RX 580",15307,15254,15253 "RX 590",17071,17295,17296 "RX Vega 56",30948,31145,31145 "RX Vega 64",33721,32130,31844 "Radeon VII",55054,55829,55827 "GTX 1060",12244,12182,12342 "GTX 1070",17290,17286,17286 "GTX 1070 Ti",16764,16759,16806 "GTX 1080",13887,13761,13761 "GTX 1080 Ti",21699,21674,21674 "RTX 2060",21297,21405,21366 "RTX 2070",29746,29426,29424 "RTX 2080",29189,29146,29102 "RTX 2080 Ti",43097,42657,42607 "TITAN RTX",46222,45879,45965 "PlaidML - FP16: Yes - Mode: Inference - Network: VGG16 - Device: OpenCL", Higher Results Are Better "RX 580",60.96167016093,61.013708883266,60.95483352945 "RX 590",64.058719100139,64.023037139912,64.040313348732 "RX Vega 56",106.65929050594,106.65856740783,106.65779399507 "RX Vega 64",119.99418536438,119.98788814317,119.99178339181 "Radeon VII",197.68624762709,197.59253156191,197.62346636178 "GTX 1060",94.676311482455,94.582339508348,94.593779963414 "GTX 1070",126.71735731963,126.4308816094,126.32907719245 "GTX 1070 Ti",128.5128190643,128.33975709835,128.34827706142 "GTX 1080",139.24866702429,139.08004459144,138.94849436109 "GTX 1080 Ti",195.03713208315,194.09801057063,194.05083922205 "RTX 2060",148.50642188842,148.15397775676,147.98351020455 "RTX 2070",179.61816008211,178.93609106154,178.76951593175 "RTX 2080",192.6518393894,191.98903003431,191.54883648359 "RTX 2080 Ti",250.08921591659,249.5314377437,249.47851164808 "TITAN RTX",264.89569620161,263.76535034677,263.47330677621 "PlaidML - FP16: Yes - Mode: Inference - Network: Inception V3 - Device: OpenCL", Higher Results Are Better "RX 580",76.617738943358,76.51886054621,76.629081484185 "RX 590",82.927863118825,82.634584861127,82.561859530989 "RX Vega 56",109.12397025855,109.04190611375,108.91579563163 "RX Vega 64",120.0467225961,120.04045508731,119.99223092581 "Radeon VII",166.24590247662,166.68228573722,165.98608488829 "GTX 1060",88.922254401488,88.869313957813,88.759123151142 "GTX 1070",117.38150280542,117.55861754064,117.31035478663 "GTX 1070 Ti",120.13957880589,119.2691810949,119.19642668871 "GTX 1080",132.0007912117,131.76510382809,131.97717622495 "GTX 1080 Ti",167.84508409953,165.90440689109,166.38930240744 "RTX 2060",134.81287629401,133.37879621226,133.68736099482 "RTX 2070",157.69533565221,157.20694735549,157.09817655544 "RTX 2080",169.13750599985,168.00376565999,167.89999682766 "RTX 2080 Ti",212.23529725695,210.58574274635,211.13796368394 "TITAN RTX",217.94802156367,214.61276708843,213.66284537251 "clpeak - OpenCL Test: Global Memory Bandwidth", Higher Results Are Better "RX 580",207.18,202.81,207.19 "RX 590",213,218.42,218.52 "RX Vega 56",317.46,317.48,317.5 "RX Vega 64",362.15,362.3,362.17 "Radeon VII",806.82,806.6,806.48 "GTX 1060",146.46,143.59,146.43 "GTX 1070",196.27,196.31,196.32 "GTX 1070 Ti",197.27,197.27,196.62 "GTX 1080",222.07,222.08,221.94 "GTX 1080 Ti",328.16,328.52,330.37 "RTX 2060",276.01,275.65,276.3 "RTX 2070",359.25,367.34,367.32 "RTX 2080",368.37,367.28,367.26 "RTX 2080 Ti",505.96,504.56,504.5 "TITAN RTX",526.7,522.05,527.52 "clpeak - OpenCL Test: Single-Precision Float", Higher Results Are Better "RX 580",6199.68,6203.16,6203.44 "RX 590",7085.99,7037.61,7083.65 "RX Vega 56",10365.87,10285.65,10418.04 "RX Vega 64",12458.13,12403.34,12544.63 "Radeon VII",13456.03,13452.51,13449.71 "GTX 1060",4240.16,4244.77,4232.57 "GTX 1070",5091.74,6266.67,6276.36 "GTX 1070 Ti",6791.94,6789.52,6747.48 "GTX 1080",7141.47,8329.77,8329.3 "GTX 1080 Ti",9288.09,11635.67,11634.35 "RTX 2060",5316.4,7313.07,7261.66 "RTX 2070",6980.09,8539.2,8384.92 "RTX 2080",8806.31,11040.34,10963.54 "RTX 2080 Ti",13222.02,16377.25,16456.4 "TITAN RTX",15021.53,16908.63,17229.12 "LeelaChessZero 0.20.1 - Backend: OpenCL", Higher Results Are Better "RX 580",644.052,641.239,634.975 "RX 590",683.444,686.738,677.925 "RX Vega 56",755.414,763.349,755.311 "RX Vega 64",857.384,845.597,864.476 "Radeon VII",1398.43,1401.55,1374.21 "GTX 1060",888.269,898.624,909.987 "GTX 1070",1432.65,1412.22,1445.29 "GTX 1070 Ti",1486.95,1451.36,1494.31 "GTX 1080",1686.07,1787.12,1776.51 "GTX 1080 Ti",2340.2,2372.04,2285.91 "RTX 2060",1508.5,1481.22,1463.59 "RTX 2070",1758.6,1740.08,1689.75 "RTX 2080",2303.34,2235.88,2237.76 "RTX 2080 Ti",3136.83,3066.49,3117.54 "TITAN RTX",3232.74,3328.55,3265.09 "PlaidML - FP16: No - Mode: Inference - Network: VGG16 - Device: OpenCL", Higher Results Are Better "RX 580",65.132875049172,65.288136998934,65.133215325809 "RX 590",68.705221227058,68.682452498426,68.672460822423 "RX Vega 56",120.3055997263,120.22071055851,120.79421425339 "RX Vega 64",137.77697881848,137.40627716004,137.67620592132 "Radeon VII",225.52866900788,224.44086604421,224.3511902744 "GTX 1060",94.144912262247,94.082250308598,94.016894318799 "GTX 1070",128.99427417237,128.96269562731,128.86869068563 "GTX 1070 Ti",130.92879463306,130.95028712708,130.96589995535 "GTX 1080",142.80299022096,142.66395105955,142.60811191664 "GTX 1080 Ti",189.07446337331,188.73788700021,188.7101770328 "RTX 2060",150.63562742444,150.53095584906,150.11395889226 "RTX 2070",189.93932999729,189.0985379952,189.14699301664 "RTX 2080",203.73387002477,203.23629389668,203.18927250874 "RTX 2080 Ti",273.60722247026,272.42876796117,272.63787923059 "TITAN RTX",290.62297630643,288.50652108631,288.44600068422 "PlaidML - FP16: No - Mode: Training - Network: IMDB LSTM - Device: OpenCL", Higher Results Are Better "RX 580",130.21428769036,129.41241453254,129.49568797181 "RX 590",144.19337247298,144.69659187913,144.05569909899 "RX Vega 56",178.00582989074,177.60428830577,177.17305211596 "RX Vega 64",183.76976293049,183.93044215887,183.30333328447 "Radeon VII",199.20315792515,200.23481480097,199.35507311931 "GTX 1060",133.50718399234,134.08707481137,133.82874638434 "GTX 1070",157.22930265473,155.61227914505,155.9038599095 "GTX 1070 Ti",153.09711934972,153.0698788563,153.1707294249 "GTX 1080",165.62315428556,167.46627891657,167.38488955797 "GTX 1080 Ti",188.29914231828,186.60436753129,187.42956810138 "RTX 2060",188.42085564076,187.38001871153,188.57682450016 "RTX 2070",199.10547399586,196.74123923372,199.30213078106 "RTX 2080",216.1565327443,215.46928192346,215.24527465995 "RTX 2080 Ti",244.30558430221,245.41254583057,246.79954980431 "TITAN RTX",243.76220376104,242.36961161907,245.69141758163 "PlaidML - FP16: Yes - Mode: Inference - Network: ResNet 50 - Device: OpenCL", Higher Results Are Better "RX 580",128.33105804669,128.35197457494,128.36176212364 "RX 590",136.46697020605,136.58997357401,136.58772130957 "RX Vega 56",194.67876981027,194.51757862403,194.42353722391 "RX Vega 64",213.71263855414,213.33135924577,213.31380810909 "Radeon VII",351.88111554782,351.56108602507,354.5870431752 "GTX 1060",182.92139558631,182.3244191225,182.55114019994 "GTX 1070",238.12912668236,237.06312898446,236.93575773143 "GTX 1070 Ti",237.70029527914,237.28619955606,237.18698926405 "GTX 1080",263.86722174022,263.45840562776,264.29670993012 "GTX 1080 Ti",333.55708849741,334.11696189762,334.72181957881 "RTX 2060",282.14211386423,281.68855941242,281.23250155759 "RTX 2070",334.36932529284,333.21589583041,331.74716270982 "RTX 2080",354.8297024216,353.60628016122,353.63252706287 "RTX 2080 Ti",460.11814424101,457.57321624057,456.66588368339 "TITAN RTX",476.53677022331,474.23884042365,472.5409580057 "PlaidML - FP16: No - Mode: Inference - Network: ResNet 50 - Device: OpenCL", Higher Results Are Better "RX 580",133.39523175967,133.27485835521,133.41692418219 "RX 590",142.26324110294,142.31222027939,142.50327593305 "RX Vega 56",232.49787446876,225.86475615006,224.2746609034 "RX Vega 64",270.53297423666,271.5155024047,266.90158095493 "Radeon VII",402.31795884701,402.64194148204,403.32055979066 "GTX 1060",193.6972245344,193.66266876088,193.36346311692 "GTX 1070",257.92993740812,256.66188602626,256.48663343622 "GTX 1070 Ti",262.03606046313,261.35409934744,262.13092065261 "GTX 1080",292.0051042473,292.72611610179,291.3181903244 "GTX 1080 Ti",339.90440390859,338.01080863701,338.79472452762 "RTX 2060",309.1474509249,308.50335057302,309.36999874738 "RTX 2070",376.22758727528,375.29897846248,376.33654013353 "RTX 2080",400.4007296951,398.91580416141,399.2181674185 "RTX 2080 Ti",536.36371306383,537.15046524526,537.3948720002 "TITAN RTX",559.44555410313,553.7045690966,555.84610852994 "PlaidML - FP16: Yes - Mode: Inference - Network: Mobilenet - Device: OpenCL", Higher Results Are Better "RX 580",564.71169256625,561.63251744964,561.61382707694 "RX 590",598.1997735041,601.394236527,598.62494955379 "RX Vega 56",576.54619032626,586.52077542051,563.26933928528 "RX Vega 64",586.34129678249,604.02034446017,571.04981373928 "Radeon VII",912.32215604502,903.90820600214,896.69462607549 "GTX 1060",552.39578848701,550.45232543528,553.3992172466 "GTX 1070",656.31634352455,669.55144404016,667.05012053975 "GTX 1070 Ti",651.49863590012,643.40223746892,641.12769114278 "GTX 1080",675.83107336009,690.54884597074,691.23662143177 "GTX 1080 Ti",767.33903217176,776.04384039647,779.84758557258 "RTX 2060",781.40743667209,777.00694933532,779.23345994084 "RTX 2070",830.92698901398,832.0653289589,828.43290086042 "RTX 2080",896.0582828284,893.03107054448,890.40092726789 "RTX 2080 Ti",973.3061219495,965.79253628945,974.37903474261 "TITAN RTX",971.06713312912,976.86979784441,983.02687517524 "PlaidML - FP16: No - Mode: Inference - Network: Mobilenet - Device: OpenCL", Higher Results Are Better "RX 580",414.00653036414,413.7135175347,413.11732977392 "RX 590",452.27530391658,453.06570599831,452.4095067182 "RX Vega 56",736.77899146625,720.09854711677,703.17518281875 "RX Vega 64",835.78488309528,847.94967780135,822.31311375396 "Radeon VII",1228.3374593298,1229.4666896436,1240.0747561444 "GTX 1060",586.75971685588,597.14887340646,593.50333397336 "GTX 1070",761.80922750448,764.5989071404,765.09523388356 "GTX 1070 Ti",754.56604585056,755.54339921827,754.65414675069 "GTX 1080",801.47586438291,802.50332420148,800.38368319249 "GTX 1080 Ti",891.28581377608,875.86051830333,881.48553218786 "RTX 2060",864.29643641527,859.18540121863,865.16250040917 "RTX 2070",1005.2345844523,1010.0436723163,1008.650576356 "RTX 2080",1044.428121034,1045.4092725709,1045.2625992216 "RTX 2080 Ti",1288.4901243755,1293.2147549249,1291.6025634973 "TITAN RTX",1338.8279091167,1338.2968464719,1329.5570826231 "System Power Consumption Monitor - Phoronix Test Suite System Monitoring", "RX 580", "RX 590", "RX Vega 56", "RX Vega 64", "Radeon VII", "GTX 1070", "GTX 1070 Ti", "GTX 1080", "GTX 1080 Ti", "RTX 2060", "RTX 2070", "RTX 2080", "RTX 2080 Ti", "TITAN RTX", "GPU Temperature Monitor - Phoronix Test Suite System Monitoring", "RX 580", "RX 590", "RX Vega 56", "RX Vega 64", "Radeon VII", "GTX 1070", "GTX 1070 Ti", "GTX 1080", "GTX 1080 Ti", "RTX 2060", "RTX 2070", "RTX 2080", "RTX 2080 Ti", "TITAN RTX", "LuxMark 3.1 - System Power Consumption Monitor", Lower Results Are Better "RX 580", "RX 590", "RX Vega 56", "RX Vega 64", "Radeon VII", "GTX 1060", "GTX 1070", "GTX 1070 Ti", "GTX 1080", "GTX 1080 Ti", "RTX 2060", "RTX 2070", "RTX 2080", "RTX 2080 Ti", "TITAN RTX", "LuxMark 3.1 - OpenCL Device: GPU - Scene: Luxball HDR", Higher Results Are Better "RX 580", "RX 590", "RX Vega 56", "RX Vega 64", "Radeon VII", "GTX 1060", "GTX 1070", "GTX 1070 Ti", "GTX 1080", "GTX 1080 Ti", "RTX 2060", "RTX 2070", "RTX 2080", "RTX 2080 Ti", "TITAN RTX", "PlaidML - System Power Consumption Monitor", Lower Results Are Better "RX 580", "RX 590", "RX Vega 56", "RX Vega 64", "Radeon VII", "GTX 1060", "GTX 1070", "GTX 1070 Ti", "GTX 1080", "GTX 1080 Ti", "RTX 2060", "RTX 2070", "RTX 2080", "RTX 2080 Ti", "TITAN RTX", "PlaidML - FP16: No - Mode: Inference - Network: VGG16 - Device: OpenCL", Higher Results Are Better "RX 580", "RX 590", "RX Vega 56", "RX Vega 64", "Radeon VII", "GTX 1060", "GTX 1070", "GTX 1070 Ti", "GTX 1080", "GTX 1080 Ti", "RTX 2060", "RTX 2070", "RTX 2080", "RTX 2080 Ti", "TITAN RTX", "PlaidML - System Power Consumption Monitor", Lower Results Are Better "RX 580", "RX 590", "RX Vega 56", "RX Vega 64", "Radeon VII", "GTX 1060", "GTX 1070", "GTX 1070 Ti", "GTX 1080", "GTX 1080 Ti", "RTX 2060", "RTX 2070", "RTX 2080", "RTX 2080 Ti", "TITAN RTX", "PlaidML - FP16: No - Mode: Inference - Network: ResNet 50 - Device: OpenCL", Higher Results Are Better "RX 580", "RX 590", "RX Vega 56", "RX Vega 64", "Radeon VII", "GTX 1060", "GTX 1070", "GTX 1070 Ti", "GTX 1080", "GTX 1080 Ti", "RTX 2060", "RTX 2070", "RTX 2080", "RTX 2080 Ti", "TITAN RTX", "PlaidML - System Power Consumption Monitor", Lower Results Are Better "RX 580", "RX 590", "RX Vega 56", "RX Vega 64", "Radeon VII", "GTX 1060", "GTX 1070", "GTX 1070 Ti", "GTX 1080", "GTX 1080 Ti", "RTX 2060", "RTX 2070", "RTX 2080", "RTX 2080 Ti", "TITAN RTX", "PlaidML - FP16: No - Mode: Inference - Network: Mobilenet - Device: OpenCL", Higher Results Are Better "RX 580", "RX 590", "RX Vega 56", "RX Vega 64", "Radeon VII", "GTX 1060", "GTX 1070", "GTX 1070 Ti", "GTX 1080", "GTX 1080 Ti", "RTX 2060", "RTX 2070", "RTX 2080", "RTX 2080 Ti", "TITAN RTX", "PlaidML - System Power Consumption Monitor", Lower Results Are Better "RX 580", "RX 590", "RX Vega 56", "RX Vega 64", "Radeon VII", "GTX 1060", "GTX 1070", "GTX 1070 Ti", "GTX 1080", "GTX 1080 Ti", "RTX 2060", "RTX 2070", "RTX 2080", "RTX 2080 Ti", "TITAN RTX", "PlaidML - FP16: No - Mode: Training - Network: IMDB LSTM - Device: OpenCL", Higher Results Are Better "RX 580", "RX 590", "RX Vega 56", "RX Vega 64", "Radeon VII", "GTX 1060", "GTX 1070", "GTX 1070 Ti", "GTX 1080", "GTX 1080 Ti", "RTX 2060", "RTX 2070", "RTX 2080", "RTX 2080 Ti", "TITAN RTX", "PlaidML - System Power Consumption Monitor", Lower Results Are Better "RX 580", "RX 590", "RX Vega 56", "RX Vega 64", "Radeon VII", "GTX 1060", "GTX 1070", "GTX 1070 Ti", "GTX 1080", "GTX 1080 Ti", "RTX 2060", "RTX 2070", "RTX 2080", "RTX 2080 Ti", "TITAN RTX", "PlaidML - FP16: Yes - Mode: Inference - Network: VGG16 - Device: OpenCL", Higher Results Are Better "RX 580", "RX 590", "RX Vega 56", "RX Vega 64", "Radeon VII", "GTX 1060", "GTX 1070", "GTX 1070 Ti", "GTX 1080", "GTX 1080 Ti", "RTX 2060", "RTX 2070", "RTX 2080", "RTX 2080 Ti", "TITAN RTX", "PlaidML - System Power Consumption Monitor", Lower Results Are Better "RX 580", "RX 590", "RX Vega 56", "RX Vega 64", "Radeon VII", "GTX 1060", "GTX 1070", "GTX 1070 Ti", "GTX 1080", "GTX 1080 Ti", "RTX 2060", "RTX 2070", "RTX 2080", "RTX 2080 Ti", "TITAN RTX", "PlaidML - FP16: Yes - Mode: Inference - Network: ResNet 50 - Device: OpenCL", Higher Results Are Better "RX 580", "RX 590", "RX Vega 56", "RX Vega 64", "Radeon VII", "GTX 1060", "GTX 1070", "GTX 1070 Ti", "GTX 1080", "GTX 1080 Ti", "RTX 2060", "RTX 2070", "RTX 2080", "RTX 2080 Ti", "TITAN RTX", "PlaidML - System Power Consumption Monitor", Lower Results Are Better "RX 580", "RX 590", "RX Vega 56", "RX Vega 64", "Radeon VII", "GTX 1060", "GTX 1070", "GTX 1070 Ti", "GTX 1080", "GTX 1080 Ti", "RTX 2060", "RTX 2070", "RTX 2080", "RTX 2080 Ti", "TITAN RTX", "PlaidML - FP16: Yes - Mode: Inference - Network: Inception V3 - Device: OpenCL", Higher Results Are Better "RX 580", "RX 590", "RX Vega 56", "RX Vega 64", "Radeon VII", "GTX 1060", "GTX 1070", "GTX 1070 Ti", "GTX 1080", "GTX 1080 Ti", "RTX 2060", "RTX 2070", "RTX 2080", "RTX 2080 Ti", "TITAN RTX", "PlaidML - System Power Consumption Monitor", Lower Results Are Better "RX 580", "RX 590", "RX Vega 56", "RX Vega 64", "Radeon VII", "GTX 1060", "GTX 1070", "GTX 1070 Ti", "GTX 1080", "GTX 1080 Ti", "RTX 2060", "RTX 2070", "RTX 2080", "RTX 2080 Ti", "TITAN RTX", "PlaidML - FP16: Yes - Mode: Inference - Network: Mobilenet - Device: OpenCL", Higher Results Are Better "RX 580", "RX 590", "RX Vega 56", "RX Vega 64", "Radeon VII", "GTX 1060", "GTX 1070", "GTX 1070 Ti", "GTX 1080", "GTX 1080 Ti", "RTX 2060", "RTX 2070", "RTX 2080", "RTX 2080 Ti", "TITAN RTX", "LeelaChessZero 0.20.1 - System Power Consumption Monitor", Lower Results Are Better "RX 580", "RX 590", "RX Vega 56", "RX Vega 64", "Radeon VII", "GTX 1060", "GTX 1070", "GTX 1070 Ti", "GTX 1080", "GTX 1080 Ti", "RTX 2060", "RTX 2070", "RTX 2080", "RTX 2080 Ti", "TITAN RTX", "LeelaChessZero 0.20.1 - Backend: OpenCL", Higher Results Are Better "RX 580", "RX 590", "RX Vega 56", "RX Vega 64", "Radeon VII", "GTX 1060", "GTX 1070", "GTX 1070 Ti", "GTX 1080", "GTX 1080 Ti", "RTX 2060", "RTX 2070", "RTX 2080", "RTX 2080 Ti", "TITAN RTX",