NVIDIA GPU Compute Benchmarks

Benchmarks for a future article.

Compare your own system(s) to this result file with the Phoronix Test Suite by running the command: phoronix-test-suite benchmark 2106089-IB-NVIDIACOM84
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BLAS (Basic Linear Algebra Sub-Routine) Tests 2 Tests
CPU Massive 4 Tests
Creator Workloads 5 Tests
Game Development 2 Tests
HPC - High Performance Computing 4 Tests
Machine Learning 3 Tests
Multi-Core 5 Tests
NVIDIA GPU Compute 22 Tests
OpenCL 4 Tests
Renderers 4 Tests
Vulkan Compute 5 Tests

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Result
Identifier
Performance Per
Dollar
Date
Run
  Test
  Duration
RTX 2060 SUPER
June 03 2021
  7 Hours, 7 Minutes
RTX 2070
June 06 2021
  7 Hours, 8 Minutes
RTX 2070 SUPER
June 05 2021
  6 Hours, 3 Minutes
RTX 2080
June 03 2021
  6 Hours, 9 Minutes
RTX 2080 SUPER
June 05 2021
  5 Hours, 28 Minutes
RTX 2080 Ti
June 06 2021
  4 Hours, 47 Minutes
TITAN RTX
June 04 2021
  4 Hours, 45 Minutes
RTX 3060
June 04 2021
  5 Hours, 58 Minutes
RTX 3060 Ti
June 05 2021
  5 Hours, 10 Minutes
RTX 3070
June 04 2021
  4 Hours, 37 Minutes
RTX 3070 Ti
June 02 2021
  4 Hours, 49 Minutes
RTX 3080
June 03 2021
  4 Hours, 1 Minute
RTX 3080 Ti
June 03 2021
  4 Hours, 36 Minutes
RTX 3090
June 02 2021
  4 Hours, 22 Minutes
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  5 Hours, 21 Minutes

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NVIDIA GPU Compute BenchmarksOpenBenchmarking.orgPhoronix Test SuiteAMD Ryzen 9 5900X 12-Core @ 3.70GHz (12 Cores / 24 Threads)ASUS ROG CROSSHAIR VIII HERO (3402 BIOS)AMD Starship/Matisse16GB1000GB Sabrent Rocket 4.0 Plus + 2000GBNVIDIA GeForce RTX 2060 SUPER 8GBASUS NVIDIA GeForce RTX 2070 8GBNVIDIA GeForce RTX 2070 SUPER 8GBZotac NVIDIA GeForce RTX 2080 8GBNVIDIA GeForce RTX 2080 SUPER 8GBNVIDIA GeForce RTX 2080 Ti 11GBNVIDIA TITAN RTX 24GBeVGA NVIDIA GeForce RTX 3060 12GBNVIDIA GeForce RTX 3060 Ti 8GBNVIDIA GeForce RTX 3070 8GBNVIDIA GeForce RTX 3070 Ti 8GBNVIDIA GeForce RTX 3080 10GBNVIDIA GeForce RTX 3080 Ti 12GBNVIDIA GeForce RTX 3090 24GBNVIDIA TU106 HD AudioNVIDIA TU104 HD AudioNVIDIA TU102 HD AudioNVIDIA GeForce RTX 3060NVIDIA GA104 HD AudioNVIDIA GA102 HD AudioASUS VP28URealtek RTL8125 2.5GbE + Intel I211Ubuntu 21.045.11.0-17-generic (x86_64)GNOME Shell 3.38.4X Server 1.20.11NVIDIA 465.314.6.0OpenCL 3.0 CUDA 11.3.1161.2.168GCC 10.3.0 + CUDA 11.3ext43840x2160ProcessorMotherboardChipsetMemoryDiskGraphicsAudiosMonitorNetworkOSKernelDesktopDisplay ServerDisplay DriverOpenGLOpenCLVulkanCompilerFile-SystemScreen ResolutionNVIDIA GPU Compute Benchmarks PerformanceSystem Logs- Transparent Huge Pages: madvise- --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-bootstrap --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-gnu-unique-object --enable-languages=c,ada,c++,go,brig,d,fortran,objc,obj-c++,m2 --enable-libphobos-checking=release --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-link-mutex --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-targets=nvptx-none=/build/gcc-10-gDeRY6/gcc-10-10.3.0/debian/tmp-nvptx/usr,amdgcn-amdhsa=/build/gcc-10-gDeRY6/gcc-10-10.3.0/debian/tmp-gcn/usr,hsa --enable-plugin --enable-shared --enable-threads=posix --host=x86_64-linux-gnu --program-prefix=x86_64-linux-gnu- --target=x86_64-linux-gnu --with-abi=m64 --with-arch-32=i686 --with-build-config=bootstrap-lto-lean --with-default-libstdcxx-abi=new --with-gcc-major-version-only --with-multilib-list=m32,m64,mx32 --with-target-system-zlib=auto --with-tune=generic --without-cuda-driver -v - Scaling Governor: acpi-cpufreq performance (Boost: Enabled) - CPU Microcode: 0xa201009 - RTX 2060 SUPER: GPU Compute Cores: 2176- RTX 2070: GPU Compute Cores: 2304- RTX 2070 SUPER: GPU Compute Cores: 2560- RTX 2080: GPU Compute Cores: 2944- RTX 2080 SUPER: GPU Compute Cores: 3072- RTX 2080 Ti: GPU Compute Cores: 4352- TITAN RTX: GPU Compute Cores: 4608- RTX 3060: GPU Compute Cores: 3584- RTX 3060 Ti: GPU Compute Cores: 4864- RTX 3070: GPU Compute Cores: 5888- RTX 3070 Ti: GPU Compute Cores: 6144- RTX 3080: GPU Compute Cores: 8704- RTX 3080 Ti: GPU Compute Cores: 10240- RTX 3090: GPU Compute Cores: 10496- Python 3.9.5- itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + spec_store_bypass: Mitigation of SSB disabled via prctl and seccomp + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Full AMD retpoline IBPB: conditional IBRS_FW STIBP: always-on RSB filling + srbds: Not affected + tsx_async_abort: Not affected

RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 3090Result OverviewPhoronix Test Suite100%176%252%328%404%BlenderChaos Group V-RAYLuxCoreRendervkpeakclpeakHashcatOctaneBenchMixbenchLeelaChessZeroRedShift DemoPlaidMLIndigoBenchSHOC Scalable HeterOgeneous ComputingVkResampleRealSR-NCNNArrayFireViennaCLcl-memFAHBenchWaifu2x-NCNN VulkanNAMD CUDA

RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 3090Per Watt Result OverviewPhoronix Test Suite100%121%141%162%Chaos Group V-RAYArrayFireMixbenchclpeakLuxCoreRenderLeelaChessZeroOctaneBenchIndigoBenchPlaidMLFAHBenchHashcatSHOC Scalable HeterOgeneous Computingcl-memP.W.G.MP.W.G.MP.W.G.MP.W.G.MP.W.G.MP.W.G.MP.W.G.MP.W.G.MP.W.G.MP.W.G.MP.W.G.MP.W.G.MP.W.G.M

NVIDIA GPU Compute Benchmarkshashcat: MD5hashcat: SHA1hashcat: SHA-512hashcat: 7-Ziphashcat: TrueCrypt RIPEMD160 + XTSfahbench: namd-cuda: ATPase Simulation - 327,506 Atomsmixbench: NVIDIA CUDA - Single Precisionmixbench: NVIDIA CUDA - Double Precisionmixbench: NVIDIA CUDA - Half Precisionmixbench: NVIDIA CUDA - Integeroctanebench: Total Scoreluxcorerender: DLSC - GPUluxcorerender: Rainbow Colors and Prism - GPUluxcorerender: LuxCore Benchmark - GPUluxcorerender: Orange Juice - GPUluxcorerender: Danish Mood - GPUarrayfire: BLAS OpenCLarrayfire: Conjugate Gradient OpenCLclpeak: Global Memory Bandwidthclpeak: Single-Precision Floatclpeak: Double-Precision Doubleclpeak: Integer Compute INTvkpeak: fp32-scalarvkpeak: fp32-vec4vkpeak: fp16-scalarvkpeak: fp16-vec4vkpeak: fp64-scalarvkpeak: fp64-vec4vkpeak: int32-scalarvkpeak: int32-vec4vkpeak: int16-scalarvkpeak: int16-vec4plaidml: No - Inference - ResNet 50 - OpenCLplaidml: No - Inference - VGG16 - OpenCLplaidml: No - Inference - VGG19 - OpenCLlczero: OpenCLcl-mem: Readcl-mem: Writecl-mem: Copyviennacl: OpenCL BLAS - sCOPYviennacl: OpenCL BLAS - sAXPYviennacl: OpenCL BLAS - dCOPYviennacl: OpenCL BLAS - dAXPYviennacl: OpenCL BLAS - dDOTviennacl: OpenCL BLAS - dGEMM-NNviennacl: OpenCL BLAS - dGEMM-NTviennacl: OpenCL BLAS - dGEMM-TNshoc: OpenCL - Texture Read Bandwidthshoc: OpenCL - FFT SPshoc: OpenCL - GEMM SGEMM_Nshoc: OpenCL - MD5 Hashshoc: OpenCL - S3Dindigobench: OpenCL GPU - Supercarindigobench: OpenCL GPU - Bedroomblender: BMW27 - CUDAblender: BMW27 - NVIDIA OptiXblender: Classroom - CUDAblender: Classroom - NVIDIA OptiXblender: Fishy Cat - CUDAblender: Fishy Cat - NVIDIA OptiXblender: Pabellon Barcelona - CUDAblender: Pabellon Barcelona - NVIDIA OptiXblender: Barbershop - CUDAblender: Barbershop - NVIDIA OptiXv-ray: NVIDIA CUDA GPUv-ray: NVIDIA RTX GPUvkresample: 2x - Singlerealsr-ncnn: 4x - Yesrealsr-ncnn: 4x - Nowaifu2x-ncnn: 2x - 3 - Yesbetsy: ETC1 - Highestbetsy: ETC2 RGB - Highestredshift: viennacl: OpenCL BLAS - sDOTviennacl: OpenCL BLAS - dGEMV-Nviennacl: OpenCL BLAS - dGEMV-Tviennacl: OpenCL BLAS - dGEMM-TTRTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 30902864314285793984571431291485714493227349900207.99550.155028225.59221.6514480.237811.27242.6832283.9314.133.914.512.882611.242.076368.687122.60263.137090.648314.108311.488298.4616219.42258.32258.518246.828206.715437.697201.01378.75128.87101.8714680396.8333.0288.22803273683884012442442431110.73949.9603023.5318.3010188.78323.2997.34763.8530.15299.30143.45121.5061.15545.19183.311083.281767.4253080322.32776.12311.6425.3226.1398.4893762553723252940517142995712428571314657143500673355538205.30820.152478377.73226.3214636.777995.96242.9420453.8913.263.914.482.812680.122.091369.267244.69267.897155.078449.258451.078439.9516496.22262.90262.868365.018319.685530.457362.19380.72131.82104.1714730396.8324.0284.62703223673884002512502481081.44954.2513112.8718.6702192.70623.4407.40964.8330.39308.70146.54122.6560.40556.43186.121113.491819.2551978522.29774.97511.4935.30537425836931933955900000110499142861535714286580567412388227.94190.143239668.05256.3319471.039219.34258.3637084.9713.104.535.443.583017.862.089363.958456.17305.278446.249780.529791.339764.6719106.95305.23307.319756.509705.636445.648534.72418.68152.36120.8317353392.0314.9289.02783213633823972782782831144.901088.043269.4221.3879199.71724.4517.64851.8525.90174.2990.5697.7551.39361.62130.76595.811011.95793100819.88164.22010.1654.85335125837032537998642857123001428571696733333642760452883244.51840.1380110803.63288.6621586.1810234.25260.4580525.1512.164.695.583.713346.882.074369.309258.58345.819079.5410901.1710886.6510871.1821212.96338.65341.3610862.1210806.247123.959468.38442.29164.37129.9518660396.8330.7290.22783233703884043233203261119.861099.393350.0024.0100197.20624.8817.74251.5229.08169.3486.7496.8650.15354.5129.02585.52975.2278095919.05359.5569.4934.6485.0176.87333825137133432441746057143135967714291893616667712650506217261.56800.1352211622.18314.8523388.2211161.70270.3021475.3712.154.845.773.853667.171.897405.7610434.55378.2510392.3311920.7611917.0311924.6723328.09371.68370.7711820.6711765.097814.8310383.04472.09183.11145.2920576437.5347.0301.72883304054274413533493541168.271203.713719.3026.4571212.73825.7047.96850.7425.68160.4281.8895.6844.55344.55123.53555.03913.2679998117.51654.0688.8804.39532225138935635054074357143178153285712460566667892410644813305.31030.1332414851.91409.0528438.0614731.97359.8439046.8315.286.517.105.014821.381.677507.0813781.33522.3113127.4616498.5116487.6116457.9132202.58513.77513.1016358.3516279.2710811.5714076.57638.39235.75187.2527734545.6447.0322.83044044775185174694664751180.651483.304835.1334.9652271.24733.35211.03138.4919.24152.3973.3072.4233.92283.9698.64548.91899.59990132414.78144.2257.6293.87224531946037546856684485714186879428572583083333944400678875307.58600.1330415431.56425.4528374.4215399.95382.4211537.0416.836.927.215.214994.931.640530.2914490.00548.4813853.3917206.4817203.1517183.0433598.08535.94536.0217030.3916941.2811258.4414765.38652.41248.34197.0929168567.8494.7319.33054034955425314964934861168.301578.375057.6536.7519288.60035.31411.59236.7918.72152.7073.4369.4632.74281.0897.57551.44907.461006138613.56041.9137.3373.8552333164623724952400501428677623285711119700000427609299913182.00350.1547112815.83178.2013379.485883.15293.7797255.3615.364.566.063.613490.162.494315.4412561.56214.356338.906818.809039.776836.8313718.14213.55213.536809.186780.544488.855969.65340.13122.2597.3718675318.0302.2270.02753063153273292042041255.28934.1702770.7815.1591172.08325.8608.50443.8523.56127.1577.8784.5553.92316.30115.21962.31876.68852116823.13567.13410.3624.85030028922130334158442857110687428571589900000587145427989236.50580.1292818247.61255.2219243.598458.84384.1780147.1920.996.047.614.915040.872.083388.8716021.63303.928378.399684.3912854.499720.6719484.46304.87305.199700.509646.856403.148477.23456.40168.99133.7526639393.1383.8293.22893593713993982912932922120.831153.043432.7621.6130211.71734.00611.45131.8217.4285.3753.6661.6739.24218.4582.07596.57552.111256165817.67350.6358.3174.18023732822433340281500000131451714291886685714687591503188267.06980.1261121395.37302.0222837.3710033.78413.1817898.2523.456.988.435.815790.342.087389.2620072.72362.3010264.4711498.1015292.8511572.6023200.57361.24362.4311545.0811492.637629.6710070.32495.68194.52154.0529253393.2380.4294.92813583703973983383393372131.071135.093795.3525.5521218.30637.36612.89228.9515.7376.0546.9954.1333.50189.9172.98507.79466.421417182817.54946.6337.8154.03522732622133341477457143133751285711916942857720064512713267.28190.1248521337.83305.0423025.8710120.80454.4966168.7123.777.418.676.035805.751.668528.7321524.49368.7110957.1011707.8715511.7511727.9223509.08366.91367.8811695.9611649.907730.7510205.76513.37202.76160.0631739539.1516.1337.63314354785285213453473432072.971536.784710.7626.2725286.10738.94713.73327.8017.0973.4144.1852.6034.17184.7667.18501.65459.781486198213.55740.5647.0443.7304.2495.73620158962414286192576285712738585714991970719975321.33050.1209929218.85421.8831733.3013956.21568.25721211.6728.209.9910.798.007417.891.555662.3929577.13545.9615474.8917183.8522809.1117097.7834278.04534.50536.4517087.3317024.2711290.9814570.68730.16281.36223.9437477672.8646.2354.73564805556296014995014982210.171918.516305.8237.5181339.02346.49617.54121.9411.2860.8736.0941.4122.79146.2952.80442.84407.331785237311.26832.3706.0363.3663.3174.387164367241377501658464857142166024285730701571431097120807600335.09810.1206632644.68469.1635590.0715545.63666.47857513.5133.2511.5411.969.288125.711.513794.5533723.34623.3317317.3119639.6625895.8319465.2739163.48604.88611.0319501.4719408.5612829.1616203.01789.35311.73248.3439409804.8733.2355.03584895927056445595615572167.412289.548100.6841.8308419.32851.44120.03718.859.7152.6431.6835.4619.92124.4345.88386.72358.78204927829.56129.2865.6353.2833.0844.082143363230367560699787000002282825000032425166671153000847886344.98750.1198834169.74494.2437668.3616502.90679.58418114.0634.2711.9912.359.728463.761.475813.5735210.03652.3418051.5920790.4927527.9420789.4841672.10651.06651.8920714.1620597.7013650.6616881.76816.85323.31257.6440348825.7745.5363.03654986077236576006025982219.902346.138327.8444.1102429.59953.01120.76518.369.4851.2829.9234.4019.11120.3844.12373.69345.19209928579.30228.1805.5173.2353.0123.939139OpenBenchmarking.org

Hashcat

Hashcat is an open-source, advanced password recovery tool supporting GPU acceleration with OpenCL, NVIDIA CUDA, and Radeon ROCm. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgH/s, More Is BetterHashcat 6.1.1Benchmark: MD5RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 309015000M30000M45000M60000M75000MSE +/- 49115005.26, N = 7SE +/- 62259505.74, N = 7SE +/- 40022380.64, N = 7SE +/- 104693541.11, N = 7SE +/- 48387138.48, N = 7SE +/- 73945478.17, N = 7SE +/- 90062008.87, N = 7SE +/- 33928239.60, N = 7SE +/- 50524660.91, N = 7SE +/- 64426488.19, N = 7SE +/- 82415641.88, N = 7SE +/- 119086542.02, N = 7SE +/- 114085221.76, N = 7SE +/- 104099604.32, N = 72864314285729405171429339559000003799864285741746057143540743571435668448571424005014286341584428574028150000041477457143589624142866584648571469978700000

OpenBenchmarking.orgH/s, More Is BetterHashcat 6.1.1Benchmark: SHA1RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 30905000M10000M15000M20000M25000MSE +/- 9752578.59, N = 7SE +/- 13731990.06, N = 7SE +/- 5146308.37, N = 7SE +/- 25963370.33, N = 7SE +/- 15457664.37, N = 7SE +/- 22447650.36, N = 7SE +/- 22120437.19, N = 7SE +/- 7946598.98, N = 7SE +/- 5748658.52, N = 7SE +/- 23586201.72, N = 7SE +/- 6164287.09, N = 7SE +/- 23290062.40, N = 7SE +/- 27258234.73, N = 7SE +/- 26924236.29, N = 69398457143957124285711049914286123001428571359677142917815328571186879428577762328571110687428571314517142913375128571192576285712166024285722828250000

OpenBenchmarking.orgH/s, More Is BetterHashcat 6.1.1Benchmark: SHA-512RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 3090700M1400M2100M2800M3500MSE +/- 880321.52, N = 7SE +/- 1259413.53, N = 7SE +/- 430076.72, N = 7SE +/- 2564067.95, N = 6SE +/- 1633078.21, N = 6SE +/- 2857349.20, N = 6SE +/- 3167166.63, N = 6SE +/- 1910248.05, N = 7SE +/- 2343684.52, N = 7SE +/- 2159742.99, N = 7SE +/- 2485372.17, N = 7SE +/- 3881545.38, N = 7SE +/- 2909578.36, N = 7SE +/- 2166012.72, N = 612914857141314657143153571428616967333331893616667246056666725830833331119700000158990000018866857141916942857273858571430701571433242516667

OpenBenchmarking.orgH/s, More Is BetterHashcat 6.1.1Benchmark: 7-ZipRTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 3090200K400K600K800K1000KSE +/- 469.64, N = 11SE +/- 338.47, N = 11SE +/- 1961.31, N = 15SE +/- 447.26, N = 10SE +/- 498.27, N = 10SE +/- 337.46, N = 10SE +/- 555.18, N = 10SE +/- 258.83, N = 11SE +/- 305.81, N = 11SE +/- 535.21, N = 11SE +/- 340.13, N = 11SE +/- 415.55, N = 10SE +/- 815.38, N = 10SE +/- 879.27, N = 1049322750067358056764276071265089241094440042760958714568759172006499197010971201153000

OpenBenchmarking.orgH/s, More Is BetterHashcat 6.1.1Benchmark: TrueCrypt RIPEMD160 + XTSRTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 3090200K400K600K800K1000KSE +/- 208.74, N = 8SE +/- 350.48, N = 8SE +/- 432.37, N = 8SE +/- 841.20, N = 6SE +/- 4311.72, N = 6SE +/- 2086.05, N = 8SE +/- 340.04, N = 8SE +/- 121.65, N = 8SE +/- 78.96, N = 9SE +/- 863.64, N = 8SE +/- 463.85, N = 8SE +/- 816.73, N = 8SE +/- 528.10, N = 9SE +/- 405.57, N = 7349900355538412388452883506217644813678875299913427989503188512713719975807600847886

FAHBench

FAHBench is a Folding@Home benchmark on the GPU. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgNs Per Day, More Is BetterFAHBench 2.3.2RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 309070140210280350SE +/- 0.40, N = 3SE +/- 0.59, N = 3SE +/- 0.18, N = 3SE +/- 0.35, N = 3SE +/- 0.45, N = 3SE +/- 0.75, N = 3SE +/- 0.59, N = 3SE +/- 0.16, N = 3SE +/- 0.27, N = 3SE +/- 0.47, N = 3SE +/- 0.12, N = 3SE +/- 0.26, N = 3SE +/- 0.79, N = 3SE +/- 0.19, N = 3208.00205.31227.94244.52261.57305.31307.59182.00236.51267.07267.28321.33335.10344.99

NAMD CUDA

NAMD is a parallel molecular dynamics code designed for high-performance simulation of large biomolecular systems. NAMD was developed by the Theoretical and Computational Biophysics Group in the Beckman Institute for Advanced Science and Technology at the University of Illinois at Urbana-Champaign. This version of the NAMD test profile uses CUDA GPU acceleration. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgdays/ns, Fewer Is BetterNAMD CUDA 2.14ATPase Simulation - 327,506 AtomsRTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 30900.03490.06980.10470.13960.1745SE +/- 0.00029, N = 5SE +/- 0.00031, N = 5SE +/- 0.00016, N = 5SE +/- 0.00019, N = 5SE +/- 0.00058, N = 5SE +/- 0.00078, N = 5SE +/- 0.00130, N = 5SE +/- 0.00054, N = 5SE +/- 0.00020, N = 5SE +/- 0.00049, N = 5SE +/- 0.00014, N = 3SE +/- 0.00023, N = 5SE +/- 0.00031, N = 5SE +/- 0.00010, N = 50.155020.152470.143230.138010.135220.133240.133040.154710.129280.126110.124850.120990.120660.11988

Mixbench

A benchmark suite for GPUs on mixed operational intensity kernels. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgGFLOPS, More Is BetterMixbench 2020-06-23Backend: NVIDIA CUDA - Benchmark: Single PrecisionRTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 30907K14K21K28K35KSE +/- 12.37, N = 14SE +/- 6.70, N = 14SE +/- 5.79, N = 14SE +/- 12.22, N = 15SE +/- 124.12, N = 15SE +/- 497.84, N = 15SE +/- 520.86, N = 15SE +/- 1.31, N = 14SE +/- 9.34, N = 14SE +/- 177.14, N = 15SE +/- 213.66, N = 15SE +/- 546.33, N = 15SE +/- 563.16, N = 15SE +/- 561.56, N = 158225.598377.739668.0510803.6311622.1814851.9115431.5612815.8318247.6121395.3721337.8329218.8532644.6834169.741. (CXX) g++ options: -lm -lstdc++ -lOpenCL -lrt -O2

OpenBenchmarking.orgGFLOPS, More Is BetterMixbench 2020-06-23Backend: NVIDIA CUDA - Benchmark: Double PrecisionRTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 3090110220330440550SE +/- 0.24, N = 14SE +/- 0.26, N = 14SE +/- 0.29, N = 14SE +/- 0.41, N = 14SE +/- 1.19, N = 15SE +/- 11.13, N = 15SE +/- 13.41, N = 15SE +/- 0.07, N = 14SE +/- 0.53, N = 14SE +/- 0.66, N = 14SE +/- 1.51, N = 14SE +/- 8.42, N = 15SE +/- 8.40, N = 15SE +/- 10.54, N = 15221.65226.32256.33288.66314.85409.05425.45178.20255.22302.02305.04421.88469.16494.241. (CXX) g++ options: -lm -lstdc++ -lOpenCL -lrt -O2

OpenBenchmarking.orgGFLOPS, More Is BetterMixbench 2020-06-23Backend: NVIDIA CUDA - Benchmark: Half PrecisionRTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 30908K16K24K32K40KSE +/- 52.79, N = 14SE +/- 42.04, N = 14SE +/- 45.34, N = 14SE +/- 33.25, N = 15SE +/- 70.30, N = 14SE +/- 105.21, N = 14SE +/- 394.62, N = 15SE +/- 0.78, N = 14SE +/- 1.61, N = 14SE +/- 2.92, N = 14SE +/- 4.24, N = 14SE +/- 632.41, N = 15SE +/- 685.00, N = 15SE +/- 800.73, N = 1514480.2314636.7719471.0321586.1823388.2228438.0628374.4213379.4819243.5922837.3723025.8731733.3035590.0737668.361. (CXX) g++ options: -lm -lstdc++ -lOpenCL -lrt -O2

OpenBenchmarking.orgGIOPS, More Is BetterMixbench 2020-06-23Backend: NVIDIA CUDA - Benchmark: IntegerRTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 30904K8K12K16K20KSE +/- 74.45, N = 15SE +/- 44.96, N = 15SE +/- 0.86, N = 14SE +/- 5.84, N = 14SE +/- 1.25, N = 14SE +/- 340.68, N = 15SE +/- 379.98, N = 15SE +/- 0.32, N = 14SE +/- 0.45, N = 14SE +/- 0.87, N = 14SE +/- 10.76, N = 15SE +/- 265.32, N = 15SE +/- 306.59, N = 15SE +/- 363.78, N = 157811.277995.969219.3410234.2511161.7014731.9715399.955883.158458.8410033.7810120.8013956.2115545.6316502.901. (CXX) g++ options: -lm -lstdc++ -lOpenCL -lrt -O2

OctaneBench

OctaneBench is a test of the OctaneRender on the GPU and requires the use of NVIDIA CUDA. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgScore, More Is BetterOctaneBench 2020.1Total ScoreRTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 3090150300450600750242.68242.94258.36260.46270.30359.84382.42293.78384.18413.18454.50568.26666.48679.58

LuxCoreRender

LuxCoreRender is an open-source 3D physically based renderer formerly known as LuxRender. LuxCoreRender supports CPU-based rendering as well as GPU acceleration via OpenCL, NVIDIA CUDA, and NVIDIA OptiX interfaces. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgM samples/sec, More Is BetterLuxCoreRender 2.5Scene: DLSC - Acceleration: GPURTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 309048121620SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 33.933.894.975.155.376.837.045.367.198.258.7111.6713.5114.06MIN: 3.81 / MAX: 4.12MIN: 3.78 / MAX: 4.04MIN: 4.86 / MAX: 5.09MIN: 5.03 / MAX: 5.33MIN: 5.07 / MAX: 5.51MIN: 6.56 / MAX: 6.93MIN: 6.59 / MAX: 7.3MIN: 5.23 / MAX: 5.58MIN: 6.89 / MAX: 7.44MIN: 8.13 / MAX: 8.41MIN: 8.19 / MAX: 8.87MIN: 11.22 / MAX: 11.86MIN: 12.39 / MAX: 13.74MIN: 13.57 / MAX: 14.34

OpenBenchmarking.orgM samples/sec, More Is BetterLuxCoreRender 2.5Scene: Rainbow Colors and Prism - Acceleration: GPURTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 3090816243240SE +/- 0.01, N = 4SE +/- 0.01, N = 4SE +/- 0.03, N = 4SE +/- 0.00, N = 4SE +/- 0.01, N = 4SE +/- 0.02, N = 4SE +/- 0.01, N = 5SE +/- 0.00, N = 4SE +/- 0.05, N = 5SE +/- 0.05, N = 6SE +/- 0.06, N = 6SE +/- 0.08, N = 6SE +/- 0.24, N = 6SE +/- 0.00, N = 614.1313.2613.1012.1612.1515.2816.8315.3620.9923.4523.7728.2033.2534.27MIN: 13.33 / MAX: 14.65MIN: 12.41 / MAX: 14.02MIN: 12.42 / MAX: 13.77MIN: 11.24 / MAX: 12.82MIN: 11.25 / MAX: 12.81MIN: 13.65 / MAX: 16.66MIN: 15.76 / MAX: 18.22MIN: 13.94 / MAX: 16.32MIN: 19.21 / MAX: 22.15MIN: 20.97 / MAX: 24.32MIN: 21.81 / MAX: 25.33MIN: 26.09 / MAX: 31.07MIN: 30.01 / MAX: 35.85MIN: 30.52 / MAX: 36.32

OpenBenchmarking.orgM samples/sec, More Is BetterLuxCoreRender 2.5Scene: LuxCore Benchmark - Acceleration: GPURTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 30903691215SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.02, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.03, N = 3SE +/- 0.01, N = 33.913.914.534.694.846.516.924.566.046.987.419.9911.5411.99MIN: 1.4 / MAX: 4.62MIN: 1.41 / MAX: 4.63MIN: 1.3 / MAX: 5.39MIN: 1.66 / MAX: 5.58MIN: 1.66 / MAX: 5.75MIN: 1.93 / MAX: 7.74MIN: 2.23 / MAX: 8.19MIN: 1.64 / MAX: 5.37MIN: 1.87 / MAX: 7.15MIN: 2.27 / MAX: 8.27MIN: 2.28 / MAX: 8.81MIN: 3.32 / MAX: 11.84MIN: 3.63 / MAX: 13.73MIN: 3.93 / MAX: 14.25

OpenBenchmarking.orgM samples/sec, More Is BetterLuxCoreRender 2.5Scene: Orange Juice - Acceleration: GPURTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 30903691215SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.03, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.07, N = 3SE +/- 0.01, N = 3SE +/- 0.06, N = 3SE +/- 0.02, N = 3SE +/- 0.05, N = 34.514.485.445.585.777.107.216.067.618.438.6710.7911.9612.35MIN: 3.75 / MAX: 4.99MIN: 3.75 / MAX: 4.81MIN: 4.44 / MAX: 6.12MIN: 4.54 / MAX: 6.31MIN: 4.67 / MAX: 6.58MIN: 5.6 / MAX: 8.83MIN: 5.68 / MAX: 9.07MIN: 4.73 / MAX: 7.39MIN: 6.03 / MAX: 9.24MIN: 6.69 / MAX: 10.55MIN: 6.96 / MAX: 10.98MIN: 8.72 / MAX: 14.46MIN: 9.91 / MAX: 16.43MIN: 10.23 / MAX: 17.13

OpenBenchmarking.orgM samples/sec, More Is BetterLuxCoreRender 2.5Scene: Danish Mood - Acceleration: GPURTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 30903691215SE +/- 0.03, N = 4SE +/- 0.02, N = 3SE +/- 0.05, N = 3SE +/- 0.02, N = 3SE +/- 0.00, N = 3SE +/- 0.02, N = 3SE +/- 0.05, N = 3SE +/- 0.04, N = 6SE +/- 0.07, N = 3SE +/- 0.07, N = 3SE +/- 0.06, N = 3SE +/- 0.02, N = 3SE +/- 0.07, N = 3SE +/- 0.06, N = 32.882.813.583.713.855.015.213.614.915.816.038.009.289.72MIN: 0.92 / MAX: 3.41MIN: 0.88 / MAX: 3.32MIN: 1.17 / MAX: 4.31MIN: 1.18 / MAX: 4.47MIN: 1.19 / MAX: 4.64MIN: 1.68 / MAX: 6.06MIN: 1.69 / MAX: 6.28MIN: 1.15 / MAX: 4.3MIN: 1.66 / MAX: 5.96MIN: 1.82 / MAX: 7.01MIN: 2.03 / MAX: 7.29MIN: 2.38 / MAX: 9.7MIN: 2.69 / MAX: 11.32MIN: 3.01 / MAX: 11.82

ArrayFire

ArrayFire is an GPU and CPU numeric processing library, this test uses the built-in CPU and OpenCL ArrayFire benchmarks. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgGFLOPS, More Is BetterArrayFire 3.7Test: BLAS OpenCLRTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 30902K4K6K8K10KSE +/- 0.91, N = 4SE +/- 6.61, N = 4SE +/- 0.43, N = 4SE +/- 7.17, N = 4SE +/- 0.34, N = 4SE +/- 8.53, N = 4SE +/- 12.10, N = 4SE +/- 6.19, N = 4SE +/- 0.26, N = 4SE +/- 0.72, N = 4SE +/- 17.44, N = 4SE +/- 5.63, N = 4SE +/- 1.74, N = 4SE +/- 3.92, N = 42611.242680.123017.863346.883667.174821.384994.933490.165040.875790.345805.757417.898125.718463.761. (CXX) g++ options: -rdynamic

OpenBenchmarking.orgms, Fewer Is BetterArrayFire 3.7Test: Conjugate Gradient OpenCLRTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 30900.56121.12241.68362.24482.806SE +/- 0.002, N = 10SE +/- 0.002, N = 10SE +/- 0.001, N = 10SE +/- 0.001, N = 9SE +/- 0.001, N = 10SE +/- 0.004, N = 11SE +/- 0.005, N = 11SE +/- 0.001, N = 10SE +/- 0.001, N = 10SE +/- 0.001, N = 10SE +/- 0.001, N = 10SE +/- 0.002, N = 10SE +/- 0.001, N = 10SE +/- 0.000, N = 102.0762.0912.0892.0741.8971.6771.6402.4942.0832.0871.6681.5551.5131.4751. (CXX) g++ options: -rdynamic

clpeak

Clpeak is designed to test the peak capabilities of OpenCL devices. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgGBPS, More Is BetterclpeakOpenCL Test: Global Memory BandwidthRTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 30902004006008001000SE +/- 0.08, N = 13SE +/- 0.05, N = 15SE +/- 0.07, N = 13SE +/- 0.14, N = 15SE +/- 0.21, N = 13SE +/- 0.45, N = 12SE +/- 0.03, N = 13SE +/- 0.01, N = 11SE +/- 0.22, N = 13SE +/- 0.25, N = 13SE +/- 0.40, N = 13SE +/- 0.07, N = 12SE +/- 0.03, N = 13SE +/- 0.01, N = 14368.68369.26363.95369.30405.76507.08530.29315.44388.87389.26528.73662.39794.55813.571. (CXX) g++ options: -O3 -rdynamic -lOpenCL

OpenBenchmarking.orgGFLOPS, More Is BetterclpeakOpenCL Test: Single-Precision FloatRTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 30908K16K24K32K40KSE +/- 77.28, N = 15SE +/- 99.77, N = 15SE +/- 77.61, N = 15SE +/- 89.35, N = 15SE +/- 83.80, N = 15SE +/- 222.21, N = 15SE +/- 183.70, N = 15SE +/- 16.58, N = 14SE +/- 7.12, N = 15SE +/- 12.54, N = 14SE +/- 2.30, N = 14SE +/- 69.64, N = 13SE +/- 21.75, N = 15SE +/- 28.06, N = 147122.607244.698456.179258.5810434.5513781.3314490.0012561.5616021.6320072.7221524.4929577.1333723.3435210.031. (CXX) g++ options: -O3 -rdynamic -lOpenCL

OpenBenchmarking.orgGFLOPS, More Is BetterclpeakOpenCL Test: Double-Precision DoubleRTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 3090140280420560700SE +/- 0.74, N = 3SE +/- 0.74, N = 3SE +/- 0.80, N = 3SE +/- 0.84, N = 3SE +/- 0.96, N = 3SE +/- 1.40, N = 3SE +/- 1.27, N = 3SE +/- 0.01, N = 3SE +/- 0.38, N = 3SE +/- 0.02, N = 3SE +/- 0.84, N = 3SE +/- 1.37, N = 3SE +/- 1.38, N = 3SE +/- 0.05, N = 3263.13267.89305.27345.81378.25522.31548.48214.35303.92362.30368.71545.96623.33652.341. (CXX) g++ options: -O3 -rdynamic -lOpenCL

OpenBenchmarking.orgGIOPS, More Is BetterclpeakOpenCL Test: Integer Compute INTRTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 30904K8K12K16K20KSE +/- 85.91, N = 15SE +/- 84.44, N = 15SE +/- 83.15, N = 15SE +/- 73.78, N = 15SE +/- 83.89, N = 15SE +/- 52.71, N = 12SE +/- 163.86, N = 15SE +/- 3.88, N = 15SE +/- 76.78, N = 15SE +/- 62.48, N = 13SE +/- 52.74, N = 13SE +/- 110.02, N = 15SE +/- 114.00, N = 12SE +/- 105.32, N = 127090.647155.078446.249079.5410392.3313127.4613853.396338.908378.3910264.4710957.1015474.8917317.3118051.591. (CXX) g++ options: -O3 -rdynamic -lOpenCL

vkpeak

Vkpeak is a Vulkan compute benchmark inspired by OpenCL's clpeak. Vkpeak provides Vulkan compute performance measurements for FP16 / FP32 / FP64 / INT16 / INT32 scalar and vec4 performance. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgGFLOPS, More Is Bettervkpeak 20210424fp32-scalarRTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 30904K8K12K16K20KSE +/- 61.71, N = 3SE +/- 56.83, N = 3SE +/- 43.99, N = 3SE +/- 88.42, N = 3SE +/- 53.05, N = 3SE +/- 114.67, N = 3SE +/- 155.55, N = 3SE +/- 0.24, N = 3SE +/- 13.93, N = 3SE +/- 7.52, N = 3SE +/- 49.99, N = 3SE +/- 74.66, N = 3SE +/- 104.27, N = 3SE +/- 65.40, N = 38314.108449.259780.5210901.1711920.7616498.5117206.486818.809684.3911498.1011707.8717183.8519639.6620790.49

OpenBenchmarking.orgGFLOPS, More Is Bettervkpeak 20210424fp32-vec4RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 30906K12K18K24K30KSE +/- 42.90, N = 3SE +/- 46.44, N = 3SE +/- 43.80, N = 3SE +/- 59.30, N = 3SE +/- 60.73, N = 3SE +/- 79.54, N = 3SE +/- 134.86, N = 3SE +/- 12.40, N = 3SE +/- 31.64, N = 3SE +/- 58.84, N = 3SE +/- 78.89, N = 3SE +/- 75.50, N = 3SE +/- 108.44, N = 3SE +/- 137.76, N = 38311.488451.079791.3310886.6511917.0316487.6117203.159039.7712854.4915292.8515511.7522809.1125895.8327527.94

OpenBenchmarking.orgGFLOPS, More Is Bettervkpeak 20210424fp16-scalarRTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 30904K8K12K16K20KSE +/- 21.01, N = 3SE +/- 22.92, N = 3SE +/- 32.23, N = 3SE +/- 29.14, N = 3SE +/- 60.69, N = 3SE +/- 43.12, N = 3SE +/- 92.50, N = 3SE +/- 9.15, N = 3SE +/- 25.27, N = 3SE +/- 43.84, N = 3SE +/- 57.85, N = 3SE +/- 43.04, N = 3SE +/- 30.73, N = 3SE +/- 80.41, N = 38298.468439.959764.6710871.1811924.6716457.9117183.046836.839720.6711572.6011727.9217097.7819465.2720789.48

OpenBenchmarking.orgGFLOPS, More Is Bettervkpeak 20210424fp16-vec4RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 30909K18K27K36K45KSE +/- 40.81, N = 3SE +/- 45.05, N = 3SE +/- 64.46, N = 3SE +/- 0.93, N = 3SE +/- 118.62, N = 3SE +/- 86.26, N = 3SE +/- 148.11, N = 3SE +/- 0.44, N = 3SE +/- 49.62, N = 3SE +/- 88.97, N = 3SE +/- 114.74, N = 3SE +/- 88.40, N = 3SE +/- 51.02, N = 3SE +/- 91.14, N = 316219.4216496.2219106.9521212.9623328.0932202.5833598.0813718.1419484.4623200.5723509.0834278.0439163.4841672.10

OpenBenchmarking.orgGFLOPS, More Is Bettervkpeak 20210424fp64-scalarRTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 3090140280420560700SE +/- 0.15, N = 3SE +/- 0.03, N = 3SE +/- 0.79, N = 3SE +/- 0.02, N = 3SE +/- 0.95, N = 3SE +/- 1.54, N = 3SE +/- 1.43, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.34, N = 3SE +/- 0.95, N = 3SE +/- 1.32, N = 3SE +/- 0.01, N = 3SE +/- 1.37, N = 3258.32262.90305.23338.65371.68513.77535.94213.55304.87361.24366.91534.50604.88651.06

OpenBenchmarking.orgGFLOPS, More Is Bettervkpeak 20210424fp64-vec4RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 3090140280420560700SE +/- 0.65, N = 3SE +/- 0.06, N = 2SE +/- 0.50, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 2SE +/- 1.31, N = 3SE +/- 1.43, N = 3SE +/- 0.03, N = 3SE +/- 0.31, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.35, N = 3SE +/- 0.61, N = 3SE +/- 0.79, N = 3258.51262.86307.31341.36370.77513.10536.02213.53305.19362.43367.88536.45611.03651.89

OpenBenchmarking.orgGIOPS, More Is Bettervkpeak 20210424int32-scalarRTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 30904K8K12K16K20KSE +/- 21.65, N = 3SE +/- 0.21, N = 3SE +/- 8.24, N = 3SE +/- 1.08, N = 3SE +/- 30.36, N = 3SE +/- 43.31, N = 3SE +/- 44.08, N = 3SE +/- 0.77, N = 3SE +/- 8.15, N = 3SE +/- 0.75, N = 3SE +/- 0.71, N = 3SE +/- 1.14, N = 3SE +/- 0.24, N = 3SE +/- 26.66, N = 38246.828365.019756.5010862.1211820.6716358.3517030.396809.189700.5011545.0811695.9617087.3319501.4720714.16

OpenBenchmarking.orgGIOPS, More Is Bettervkpeak 20210424int32-vec4RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 30904K8K12K16K20KSE +/- 20.82, N = 3SE +/- 0.63, N = 3SE +/- 8.84, N = 3SE +/- 0.27, N = 3SE +/- 30.69, N = 3SE +/- 45.18, N = 3SE +/- 46.17, N = 3SE +/- 0.54, N = 3SE +/- 4.72, N = 3SE +/- 1.00, N = 3SE +/- 1.12, N = 3SE +/- 0.02, N = 3SE +/- 0.25, N = 3SE +/- 2.62, N = 38206.718319.689705.6310806.2411765.0916279.2716941.286780.549646.8511492.6311649.9017024.2719408.5620597.70

OpenBenchmarking.orgGIOPS, More Is Bettervkpeak 20210424int16-scalarRTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 30903K6K9K12K15KSE +/- 0.09, N = 3SE +/- 0.15, N = 3SE +/- 0.30, N = 3SE +/- 0.36, N = 3SE +/- 20.31, N = 3SE +/- 27.43, N = 3SE +/- 27.84, N = 3SE +/- 5.77, N = 3SE +/- 3.46, N = 3SE +/- 0.14, N = 3SE +/- 0.05, N = 3SE +/- 1.14, N = 3SE +/- 20.56, N = 3SE +/- 1.11, N = 35437.695530.456445.647123.957814.8310811.5711258.444488.856403.147629.677730.7511290.9812829.1613650.66

OpenBenchmarking.orgGIOPS, More Is Bettervkpeak 20210424int16-vec4RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 30904K8K12K16K20KSE +/- 14.82, N = 3SE +/- 0.29, N = 3SE +/- 21.85, N = 3SE +/- 1.82, N = 3SE +/- 0.06, N = 3SE +/- 14.70, N = 3SE +/- 5.90, N = 3SE +/- 7.82, N = 3SE +/- 11.39, N = 3SE +/- 0.82, N = 3SE +/- 0.81, N = 3SE +/- 0.42, N = 3SE +/- 4.40, N = 3SE +/- 4.03, N = 37201.017362.198534.729468.3810383.0414076.5714765.385969.658477.2310070.3210205.7614570.6816203.0116881.76

PlaidML

This test profile uses PlaidML deep learning framework developed by Intel for offering up various benchmarks. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: ResNet 50 - Device: OpenCLRTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 30902004006008001000SE +/- 0.43, N = 5SE +/- 0.55, N = 5SE +/- 0.41, N = 5SE +/- 0.92, N = 5SE +/- 0.45, N = 5SE +/- 0.24, N = 6SE +/- 0.45, N = 6SE +/- 0.20, N = 5SE +/- 0.18, N = 5SE +/- 0.46, N = 6SE +/- 0.66, N = 5SE +/- 0.79, N = 6SE +/- 0.74, N = 6SE +/- 1.07, N = 6378.75380.72418.68442.29472.09638.39652.41340.13456.40495.68513.37730.16789.35816.85

OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: VGG16 - Device: OpenCLRTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 309070140210280350SE +/- 0.41, N = 3SE +/- 0.54, N = 3SE +/- 0.34, N = 3SE +/- 0.75, N = 3SE +/- 0.45, N = 3SE +/- 0.63, N = 3SE +/- 0.54, N = 3SE +/- 0.09, N = 3SE +/- 0.35, N = 3SE +/- 0.45, N = 3SE +/- 0.72, N = 3SE +/- 0.47, N = 4SE +/- 0.58, N = 4SE +/- 0.49, N = 4128.87131.82152.36164.37183.11235.75248.34122.25168.99194.52202.76281.36311.73323.31

OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: VGG19 - Device: OpenCLRTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 309060120180240300SE +/- 0.28, N = 3SE +/- 0.39, N = 3SE +/- 0.17, N = 3SE +/- 0.58, N = 3SE +/- 0.32, N = 3SE +/- 0.55, N = 3SE +/- 0.48, N = 3SE +/- 0.06, N = 3SE +/- 0.33, N = 3SE +/- 0.31, N = 3SE +/- 0.28, N = 3SE +/- 0.38, N = 3SE +/- 0.52, N = 3SE +/- 0.33, N = 3101.87104.17120.83129.95145.29187.25197.0997.37133.75154.05160.06223.94248.34257.64

LeelaChessZero

LeelaChessZero (lc0 / lczero) is a chess engine automated vian neural networks. This test profile can be used for OpenCL, CUDA + cuDNN, and BLAS (CPU-based) benchmarking. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgNodes Per Second, More Is BetterLeelaChessZero 0.26Backend: OpenCLRTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 30909K18K27K36K45KSE +/- 72.46, N = 3SE +/- 32.62, N = 3SE +/- 217.96, N = 3SE +/- 29.46, N = 3SE +/- 110.32, N = 3SE +/- 103.74, N = 3SE +/- 46.38, N = 3SE +/- 110.08, N = 3SE +/- 77.49, N = 3SE +/- 168.57, N = 3SE +/- 101.51, N = 3SE +/- 186.45, N = 3SE +/- 106.84, N = 3SE +/- 52.75, N = 314680147301735318660205762773429168186752663929253317393747739409403481. (CXX) g++ options: -flto -pthread

cl-mem

A basic OpenCL memory benchmark. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgGB/s, More Is Bettercl-mem 2017-01-13Benchmark: ReadRTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 30902004006008001000SE +/- 0.10, N = 8SE +/- 0.10, N = 8SE +/- 0.06, N = 8SE +/- 0.08, N = 8SE +/- 0.11, N = 8SE +/- 0.15, N = 8SE +/- 0.09, N = 9SE +/- 0.11, N = 7SE +/- 0.18, N = 8SE +/- 0.19, N = 8SE +/- 0.11, N = 9SE +/- 0.18, N = 9SE +/- 0.37, N = 9SE +/- 0.18, N = 10396.8396.8392.0396.8437.5545.6567.8318.0393.1393.2539.1672.8804.8825.71. (CC) gcc options: -O2 -flto -lOpenCL

OpenBenchmarking.orgGB/s, More Is Bettercl-mem 2017-01-13Benchmark: WriteRTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 3090160320480640800SE +/- 0.37, N = 8SE +/- 0.35, N = 8SE +/- 0.15, N = 8SE +/- 0.55, N = 8SE +/- 0.31, N = 8SE +/- 0.38, N = 8SE +/- 0.75, N = 9SE +/- 0.12, N = 7SE +/- 0.07, N = 8SE +/- 0.10, N = 8SE +/- 0.26, N = 9SE +/- 0.35, N = 9SE +/- 0.48, N = 9SE +/- 0.18, N = 10333.0324.0314.9330.7347.0447.0494.7302.2383.8380.4516.1646.2733.2745.51. (CC) gcc options: -O2 -flto -lOpenCL

OpenBenchmarking.orgGB/s, More Is Bettercl-mem 2017-01-13Benchmark: CopyRTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 309080160240320400SE +/- 0.08, N = 8SE +/- 0.07, N = 8SE +/- 0.04, N = 8SE +/- 0.08, N = 8SE +/- 0.09, N = 8SE +/- 0.09, N = 8SE +/- 0.08, N = 9SE +/- 0.11, N = 7SE +/- 0.17, N = 8SE +/- 0.14, N = 8SE +/- 0.13, N = 9SE +/- 0.20, N = 9SE +/- 0.11, N = 9SE +/- 0.07, N = 10288.2284.6289.0290.2301.7322.8319.3270.0293.2294.9337.6354.7355.0363.01. (CC) gcc options: -O2 -flto -lOpenCL

ViennaCL

ViennaCL is an open-source linear algebra library written in C++ and with support for OpenCL and OpenMP. This test profile makes use of ViennaCL's built-in benchmarks. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgGB/s, More Is BetterViennaCL 1.7.1Test: OpenCL BLAS - sCOPYRTX 2060 SUPERRTX 2070RTX 2080 TiRTX 3060 TiRTX 3070RTX 3080 TiRTX 2070 SUPERRTX 2080RTX 2080 SUPERTITAN RTXRTX 3060RTX 3070 TiRTX 3080RTX 309080160240320400SE +/- 1.20, N = 3SE +/- 1.20, N = 3SE +/- 0.33, N = 3SE +/- 0.67, N = 3SE +/- 0.88, N = 3SE +/- 1.45, N = 32772683062882803562782782883052753313563651. (CXX) g++ options: -fopenmp -O3 -rdynamic -lOpenCL

OpenBenchmarking.orgGB/s, More Is BetterViennaCL 1.7.1Test: OpenCL BLAS - sAXPYRTX 2070 SUPERRTX 2080 TiRTX 3080 TiRTX 2060 SUPERRTX 2070RTX 2080RTX 2080 SUPERTITAN RTXRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3090110220330440550SE +/- 0.33, N = 3SE +/- 0.58, N = 3SE +/- 0.33, N = 3SE +/- 0.33, N = 3SE +/- 0.33, N = 33224054903273223233304033063593584354804981. (CXX) g++ options: -fopenmp -O3 -rdynamic -lOpenCL

OpenBenchmarking.orgGB/s, More Is BetterViennaCL 1.7.1Test: OpenCL BLAS - dCOPYRTX 2060 SUPERRTX 3070RTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060RTX 3060 TiRTX 3070 TiRTX 3080RTX 3080 TiRTX 3090130260390520650SE +/- 0.33, N = 3SE +/- 0.33, N = 3SE +/- 0.33, N = 3SE +/- 0.58, N = 33693713673633704054774953153714785555926071. (CXX) g++ options: -fopenmp -O3 -rdynamic -lOpenCL

OpenBenchmarking.orgGB/s, More Is BetterViennaCL 1.7.1Test: OpenCL BLAS - dAXPYRTX 2070 SUPERRTX 3060 TiRTX 2060 SUPERRTX 2070RTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060RTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 3090160320480640800SE +/- 0.33, N = 33834003883883884275185423273975286297057231. (CXX) g++ options: -fopenmp -O3 -rdynamic -lOpenCL

OpenBenchmarking.orgGB/s, More Is BetterViennaCL 1.7.1Test: OpenCL BLAS - dDOTRTX 2070 SUPERRTX 2080 TiRTX 3070RTX 3080 TiRTX 2060 SUPERRTX 2070RTX 2080RTX 2080 SUPERTITAN RTXRTX 3060RTX 3060 TiRTX 3070 TiRTX 3080RTX 3090140280420560700SE +/- 0.67, N = 3SE +/- 0.33, N = 33985193996454014004044415313293985216016571. (CXX) g++ options: -fopenmp -O3 -rdynamic -lOpenCL

OpenBenchmarking.orgGFLOPs/s, More Is BetterViennaCL 1.7.1Test: OpenCL BLAS - dGEMM-NNRTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080 TiRTX 3060RTX 3060 TiRTX 3070RTX 2080RTX 2080 SUPERTITAN RTXRTX 3070 TiRTX 3080RTX 3080 TiRTX 3090130260390520650SE +/- 0.67, N = 3SE +/- 1.67, N = 3SE +/- 1.00, N = 3SE +/- 0.67, N = 3SE +/- 1.00, N = 3SE +/- 0.67, N = 3SE +/- 1.20, N = 3SE +/- 0.67, N = 3SE +/- 1.20, N = 3SE +/- 1.33, N = 32472522854702052923413233534963454995596001. (CXX) g++ options: -fopenmp -O3 -rdynamic -lOpenCL

OpenBenchmarking.orgGFLOPs/s, More Is BetterViennaCL 1.7.1Test: OpenCL BLAS - dGEMM-NTRTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080 TiRTX 3080 TiRTX 2080RTX 2080 SUPERTITAN RTXRTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3090130260390520650SE +/- 2.00, N = 2SE +/- 0.67, N = 3SE +/- 1.53, N = 3SE +/- 1.00, N = 3SE +/- 1.67, N = 3SE +/- 1.67, N = 3SE +/- 1.33, N = 3SE +/- 1.33, N = 32432512844675603203494932933393475016021. (CXX) g++ options: -fopenmp -O3 -rdynamic -lOpenCL

OpenBenchmarking.orgGFLOPs/s, More Is BetterViennaCL 1.7.1Test: OpenCL BLAS - dGEMM-TNRTX 3060 TiRTX 2060 SUPERRTX 2070RTX 2080 TiRTX 3070RTX 2070 SUPERRTX 2080RTX 2080 SUPERTITAN RTXRTX 3060RTX 3070 TiRTX 3080RTX 3080 TiRTX 3090130260390520650SE +/- 0.67, N = 3SE +/- 1.33, N = 3SE +/- 3.00, N = 2SE +/- 0.67, N = 3SE +/- 0.67, N = 3SE +/- 1.20, N = 3SE +/- 1.33, N = 3SE +/- 1.33, N = 32902472494763402833263544862043434985575981. (CXX) g++ options: -fopenmp -O3 -rdynamic -lOpenCL

SHOC Scalable HeterOgeneous Computing

The CUDA and OpenCL version of Vetter's Scalable HeterOgeneous Computing benchmark suite. SHOC provides a number of different benchmark programs for evaluating the performance and stability of compute devices. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgGB/s, More Is BetterSHOC Scalable HeterOgeneous Computing 2020-04-17Target: OpenCL - Benchmark: Texture Read BandwidthRTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 30905001000150020002500SE +/- 2.79, N = 4SE +/- 3.17, N = 3SE +/- 0.65, N = 3SE +/- 1.56, N = 3SE +/- 2.81, N = 3SE +/- 1.11, N = 3SE +/- 3.30, N = 3SE +/- 3.60, N = 4SE +/- 2.95, N = 4SE +/- 1.91, N = 4SE +/- 1.31, N = 4SE +/- 0.73, N = 3SE +/- 6.37, N = 3SE +/- 4.61, N = 31110.731081.441144.901119.861168.271180.651168.301255.282120.832131.072072.972210.172167.412219.901. (CXX) g++ options: -O2 -lSHOCCommonMPI -lSHOCCommonOpenCL -lSHOCCommon -lOpenCL -lrt -pthread -lmpi_cxx -lmpi

OpenBenchmarking.orgGFLOPS, More Is BetterSHOC Scalable HeterOgeneous Computing 2020-04-17Target: OpenCL - Benchmark: FFT SPRTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 30905001000150020002500SE +/- 0.12, N = 12SE +/- 0.42, N = 12SE +/- 0.30, N = 12SE +/- 0.39, N = 12SE +/- 0.30, N = 12SE +/- 1.41, N = 12SE +/- 0.84, N = 12SE +/- 0.06, N = 12SE +/- 0.15, N = 12SE +/- 0.32, N = 12SE +/- 0.35, N = 12SE +/- 0.32, N = 13SE +/- 1.82, N = 13SE +/- 1.60, N = 13949.96954.251088.041099.391203.711483.301578.37934.171153.041135.091536.781918.512289.542346.131. (CXX) g++ options: -O2 -lSHOCCommonMPI -lSHOCCommonOpenCL -lSHOCCommon -lOpenCL -lrt -pthread -lmpi_cxx -lmpi

OpenBenchmarking.orgGFLOPS, More Is BetterSHOC Scalable HeterOgeneous Computing 2020-04-17Target: OpenCL - Benchmark: GEMM SGEMM_NRTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 30902K4K6K8K10KSE +/- 7.64, N = 9SE +/- 9.39, N = 9SE +/- 0.86, N = 9SE +/- 1.20, N = 9SE +/- 1.82, N = 10SE +/- 27.28, N = 10SE +/- 26.53, N = 10SE +/- 5.34, N = 9SE +/- 2.76, N = 10SE +/- 20.27, N = 10SE +/- 5.86, N = 10SE +/- 18.49, N = 11SE +/- 30.90, N = 12SE +/- 31.35, N = 123023.533112.873269.423350.003719.304835.135057.652770.783432.763795.354710.766305.828100.688327.841. (CXX) g++ options: -O2 -lSHOCCommonMPI -lSHOCCommonOpenCL -lSHOCCommon -lOpenCL -lrt -pthread -lmpi_cxx -lmpi

OpenBenchmarking.orgGHash/s, More Is BetterSHOC Scalable HeterOgeneous Computing 2020-04-17Target: OpenCL - Benchmark: MD5 HashRTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 30901020304050SE +/- 0.01, N = 15SE +/- 0.01, N = 13SE +/- 0.01, N = 13SE +/- 0.01, N = 15SE +/- 0.00, N = 13SE +/- 0.04, N = 14SE +/- 0.04, N = 14SE +/- 0.01, N = 12SE +/- 0.03, N = 13SE +/- 0.05, N = 13SE +/- 0.01, N = 13SE +/- 0.00, N = 14SE +/- 0.06, N = 14SE +/- 0.04, N = 1418.3018.6721.3924.0126.4634.9736.7515.1621.6125.5526.2737.5241.8344.111. (CXX) g++ options: -O2 -lSHOCCommonMPI -lSHOCCommonOpenCL -lSHOCCommon -lOpenCL -lrt -pthread -lmpi_cxx -lmpi