NVIDIA GeForce RTX 30 Linux GPU Compute Benchmarks

NVIDIA GPU compute benchmarks on Linux 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 2104107-IB-GPUCOMPUT97
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Result
Identifier
Performance Per
Dollar
Date
Run
  Test
  Duration
RTX 2060
April 08 2021
  4 Hours, 45 Minutes
RTX 2060 SUPER
March 31 2021
  4 Hours, 35 Minutes
RTX 2070
April 03 2021
  4 Hours, 39 Minutes
RTX 2070 SUPER
March 30 2021
  4 Hours, 26 Minutes
RTX 2080
April 04 2021
  3 Hours, 26 Minutes
RTX 2080 SUPER
April 01 2021
  3 Hours, 20 Minutes
RTX 2080 Ti
April 01 2021
  3 Hours, 9 Minutes
TITAN RTX
April 02 2021
  3 Hours, 15 Minutes
RTX 3060
April 07 2021
  3 Hours, 18 Minutes
RTX 3060 Ti
March 30 2021
  2 Hours, 40 Minutes
RTX 3070
April 06 2021
  2 Hours, 34 Minutes
RTX 3080
March 29 2021
  2 Hours, 20 Minutes
RTX 3090
April 04 2021
  2 Hours, 9 Minutes
Invert Behavior (Only Show Selected Data)
  3 Hours, 26 Minutes

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NVIDIA GeForce RTX 30 Linux 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 6GBNVIDIA 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 3080 10GBNVIDIA GeForce RTX 3090 24GBNVIDIA TU106 HD AudioNVIDIA TU104 HD AudioNVIDIA TU102 HD AudioNVIDIA Device 228eNVIDIA Device 228bNVIDIA Device 1aefASUS VP28URealtek RTL8125 2.5GbE + Intel I211Ubuntu 20.045.8.0-48-generic (x86_64)GNOME Shell 3.36.7X Server 1.20.9NVIDIA 460.674.6.0OpenCL 1.2 CUDA 11.2.1621.2.155GCC 9.3.0 + CUDA 11.2ext43840x2160ProcessorMotherboardChipsetMemoryDiskGraphicsAudiosMonitorNetworkOSKernelDesktopDisplay ServerDisplay DriverOpenGLOpenCLVulkanCompilerFile-SystemScreen ResolutionNVIDIA GeForce RTX 30 Linux GPU Compute Benchmarks PerformanceSystem Logs- Transparent Huge Pages: madvise- --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --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++,gm2 --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-targets=nvptx-none=/build/gcc-9-HskZEa/gcc-9-9.3.0/debian/tmp-nvptx/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-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: GPU Compute Cores: 1920- 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 3080: GPU Compute Cores: 8704- RTX 3090: GPU Compute Cores: 10496- 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 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060RTX 3060 TiRTX 3070RTX 3080RTX 3090Result OverviewPhoronix Test Suite100%188%276%364%452%BlenderChaos Group V-RAYclpeakOctaneBenchLuxCoreRender OpenCLRedShift DemoIndigoBenchMixbenchLeelaChessZeroFinanceBenchVkResampleHashcatRodiniaRealSR-NCNNSHOC Scalable HeterOgeneous Computingcl-memBetsy GPU CompressorViennaCLFAHBenchArrayFireWaifu2x-NCNN VulkanGROMACSNAMD CUDA

NVIDIA GeForce RTX 30 Linux GPU Compute Benchmarksarrayfire: Conjugate Gradient OpenCLbetsy: ETC1 - Highestbetsy: ETC2 RGB - Highestblender: BMW27 - CUDAblender: Classroom - CUDAblender: Fishy Cat - CUDAblender: BMW27 - NVIDIA OptiXblender: Classroom - NVIDIA OptiXblender: Fishy Cat - NVIDIA OptiXblender: Barbershop - NVIDIA OptiXblender: Pabellon Barcelona - CUDAblender: Pabellon Barcelona - NVIDIA OptiXv-ray: NVIDIA RTX GPUv-ray: NVIDIA CUDA GPUcl-mem: Copycl-mem: Readcl-mem: Writeclpeak: Integer Compute INTclpeak: Single-Precision Floatclpeak: Double-Precision Doubleclpeak: Global Memory Bandwidthfahbench: financebench: Black-Scholes OpenCLgromacs-gpu: Water Benchmarkhashcat: MD5hashcat: SHA1hashcat: 7-Ziphashcat: SHA-512hashcat: TrueCrypt RIPEMD160 + XTSindigobench: OpenCL GPU - Bedroomindigobench: OpenCL GPU - Supercarlczero: OpenCLluxcorerender-cl: DLSCluxcorerender-cl: Foodluxcorerender-cl: LuxCore Benchmarkluxcorerender-cl: Rainbow Colors and Prismmixbench: OpenCL - Integermixbench: OpenCL - Double Precisionmixbench: OpenCL - Single Precisionnamd-cuda: ATPase Simulation - 327,506 Atomsoctanebench: Total Scorerealsr-ncnn: 4x - Norealsr-ncnn: 4x - Yesredshift: rodinia: OpenCL Particle Filtershoc: OpenCL - S3Dshoc: OpenCL - Triadshoc: OpenCL - FFT SPshoc: OpenCL - MD5 Hashshoc: OpenCL - Reductionshoc: OpenCL - GEMM SGEMM_Nshoc: OpenCL - Texture Read Bandwidthviennacl: OpenCL BLAS - sCOPYviennacl: OpenCL BLAS - sAXPYviennacl: OpenCL BLAS - sDOTviennacl: OpenCL BLAS - dCOPYviennacl: OpenCL BLAS - dAXPYviennacl: OpenCL BLAS - dDOTviennacl: OpenCL BLAS - dGEMM-NNviennacl: OpenCL BLAS - dGEMM-NTviennacl: OpenCL BLAS - dGEMM-TNviennacl: OpenCL BLAS - dGEMM-TTvkresample: 2x - Doublevkresample: 2x - Singlewaifu2x-ncnn: 2x - 3 - YesRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060RTX 3060 TiRTX 3070RTX 3080RTX 30902.6596.7839.40174.50304.55140.6436.92150.1075.051812.31583.12208.09658474239.3297.4251.75393.495390.85231.53275.99183.839319.7763335.78925867371429823335714344228210511714293103885.58218.379122483.301.202.787.917256.56195.677223.660.17914193.7260712.76585.6454778.989147.56312.6239801.49816.3116263.2812451.991035.42218253212280291308220217349.25727.2225.8522.0826.0818.44263.92301.61121.4130.97145.2365.221790.07544.98194.57734490286.9396.9335.16949.796982.39263.47368.53207.650016.4142006.27129173328571930708571449398211863857143498787.34723.229145374.181.323.6011.238197.38221.548240.300.16666243.27162811.51375.8413807.991188.87712.7589963.12518.3662317.7283046.361106.30276329263368388403249248249309.01822.2475.3822.0955.9398.36064.95308.95122.9431.25149.2864.441844.76556.87198.29710478283.4396.8321.87048.657259.99267.84368.47205.528715.9916.35829906328571951190000050295512170428573575137.37923.459148294.141.293.5610.978354.50226.008392.720.16145243.28050311.37375.1113787.890193.42712.7737967.61618.7194317.4603114.471064.28271321260367388401255254252303.67122.2845.3732.0705.6367.52351.27172.2596.9928.5291.1956.971015.84357.54134.86962761290.8396.8318.78612.758583.14308.54369.45229.315012.8076.753350967285711110704285759039014209714294263577.72024.518174094.301.793.599.869693.07260.389773.710.15140264.48601810.41963.6323507.018199.28112.78141087.4721.8151323.2713319.271133.93281325260366386402290289293263.37319.5014.8902.0744.9716.82851.68169.0097.2026.5888.1250.67987.73354.15134.57903743290.1396.8331.29246.858890.45345.97369.16246.180911.8317.111385484714291221944285763576015621857144622137.74324.895187814.231.863.559.2910825.09290.2910940.420.14833262.529079.44259.5353426.257196.92712.76971098.1624.3235317.8483349.361114.90279317250370388404329327332324234.43718.9944.6721.9004.6116.22750.66160.6596.2025.7483.4747.42925.55345.65128.99926756300.6437.5348.610291.5010284.15376.32405.56262.070310.5257.391428575428571355440000071872717356857145359277.98225.690210504.321.903.619.2411714.43314.0911866.920.14614266.6842298.92654.1993235.784213.05812.80731203.3426.6243328.7713725.021165.16288328250404427440357352357354215.02417.4364.4371.6903.8515.13838.49152.8672.4519.5274.8136.07916.09285.52104.111245928321.6545.6449.513256.8913380.02522.28507.06298.64279.3118.1785518631428617685385714892680224774285765667511.03333.371276395.632.194.6512.3416219.08432.1716375.160.14408352.0272897.86044.5292474.464271.70012.88511487.9535.3459370.5014831.941187.96308405322478518521476473483155.56914.7583.9651.6886.87538.74161.8073.3619.9479.0336.63969.58297.11109.021232892306.3545.3476.813017.2113624.14515.02504.51292.39929.1357.0185555460000017755985714894887224934285765433811.16333.666272995.672.084.6912.9216892.91439.2917145.670.16623363.8720477.55743.3292464.702289.59612.85501574.8536.2892350.9714975.621169.72296389305477520516474468456472152.75514.1824.0132.5186.4499.73444.35128.5085.6424.3878.4858.22863.87319.41122.251059784266.7315.8296.45737.4412487.45209.56314.23180.369816.6620006.0862282927142977133428574302559789714293001888.42025.656184565.532.064.5113.266602.45177.7213135.070.16281288.47316511.18272.1983059.763171.80024.3577934.05915.2250306.3172772.301256.43271302289311325328201199199194377.58923.3525.2592.0914.9746.79031.9285.4861.9917.8254.7541.98549.79217.7886.0415481185297.0393.1383.38364.5416008.65303.90389.00236.553512.9767.5053291898571411092171429588691141212857142839011.45934.011259207.252.995.9117.729593.81255.1418832.990.13904382.771318.84653.9902406.968211.88224.70521152.9121.6931324.7093438.492119.25292357324362399398293292292263.98717.6694.5412.0904.2936.03028.9976.2654.2616.1048.1635.71462.60190.0576.9617151341296.9393.1379.810229.1820059.00360.44389.08266.101610.4647.6573864135714313107471429686000166518571450340012.89037.230292087.933.366.4918.9211288.37300.7222115.690.14151410.5582538.40050.0312285.979218.50124.66551135.1425.5285325.8453775.872121.56294357325365396397342341341223.66917.5164.3071.5613.3454.52322.1861.6341.8011.6436.4324.62400.08147.5456.7221511650354.5666.0641.315094.0229322.87537.24662.16318.64997.6169.1275545870000018934633333984625239856666771056717.39345.992367339.593.967.8722.3117004.83385.8330534.440.13138560.1212856.42834.3961664.386339.90725.29181915.3837.4002387.7296181.232204.20350468373547630592494501497492149.53111.4043.6201.4853.0164.00018.4751.4334.599.7230.4620.37336.99120.3546.7526201964363.4825.6741.118024.3435070.69656.28811.92343.36056.3059.20066668842857226796714291144540286544285785027520.77852.8613862311.154.669.1626.3318323.71500.4735766.270.13550678.24425.85629.6711413.767429.33325.46632348.6744.4370391.9588144.812237.77366504375607722650601603599600122.8979.2753.451OpenBenchmarking.org

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.orgms, Fewer Is BetterArrayFire 3.7Test: Conjugate Gradient OpenCLRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiRTX 3060RTX 3060 TiRTX 3070RTX 3080RTX 3090TITAN RTX0.59831.19661.79492.39322.9915SE +/- 0.001, N = 10SE +/- 0.002, N = 10SE +/- 0.002, N = 10SE +/- 0.001, N = 9SE +/- 0.001, N = 10SE +/- 0.001, N = 10SE +/- 0.001, N = 10SE +/- 0.016, N = 10SE +/- 0.001, N = 10SE +/- 0.001, N = 10SE +/- 0.004, N = 3SE +/- 0.002, N = 10SE +/- 0.004, N = 102.6592.0822.0952.0702.0741.9001.6902.5182.0912.0901.5611.4851.6881. (CXX) g++ options: -rdynamic

Betsy GPU Compressor

Betsy is an open-source GPU compressor of various GPU compression techniques. Betsy is written in GLSL for Vulkan/OpenGL (compute shader) support for GPU-based texture compression. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterBetsy GPU Compressor 1.1 BetaCodec: ETC1 - Quality: HighestRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiRTX 3060RTX 3060 TiRTX 3070RTX 3080RTX 3090TITAN RTX246810SE +/- 0.007, N = 6SE +/- 0.007, N = 7SE +/- 0.010, N = 7SE +/- 0.070, N = 15SE +/- 0.013, N = 7SE +/- 0.008, N = 8SE +/- 0.042, N = 15SE +/- 0.011, N = 6SE +/- 0.010, N = 7SE +/- 0.009, N = 8SE +/- 0.018, N = 3SE +/- 0.008, N = 9SE +/- 1.561, N = 156.7836.0815.9395.6364.9714.6113.8516.4494.9744.2933.3453.0166.8751. (CXX) g++ options: -O3 -O2 -lpthread -ldl

OpenBenchmarking.orgSeconds, Fewer Is BetterBetsy GPU Compressor 1.1 BetaCodec: ETC2 RGB - Quality: HighestRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiRTX 3060RTX 3060 TiRTX 3070RTX 3080RTX 30903691215SE +/- 0.009, N = 5SE +/- 0.007, N = 5SE +/- 0.021, N = 6SE +/- 0.074, N = 15SE +/- 0.011, N = 6SE +/- 0.011, N = 7SE +/- 0.064, N = 15SE +/- 0.085, N = 8SE +/- 0.014, N = 6SE +/- 0.012, N = 7SE +/- 0.026, N = 3SE +/- 0.010, N = 89.4018.4428.3607.5236.8286.2275.1389.7346.7906.0304.5234.0001. (CXX) g++ options: -O3 -O2 -lpthread -ldl

Blender

Blender is an open-source 3D creation and modeling software project. This test is of Blender's Cycles benchmark with various sample files. GPU computing via OpenCL, NVIDIA OptiX, and NVIDIA CUDA is supported. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.92Blend File: BMW27 - Compute: CUDARTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiRTX 3060RTX 3060 TiRTX 3070RTX 3080RTX 3090TITAN RTX20406080100SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.02, N = 3SE +/- 0.02, N = 3SE +/- 0.05, N = 3SE +/- 0.03, N = 3SE +/- 0.01, N = 3SE +/- 0.04, N = 3SE +/- 0.02, N = 3SE +/- 0.05, N = 3SE +/- 0.04, N = 3SE +/- 0.04, N = 3SE +/- 0.03, N = 374.5063.9264.9551.2751.6850.6638.4944.3531.9228.9922.1818.4738.74

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.92Blend File: Classroom - Compute: CUDARTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiRTX 3060RTX 3060 TiRTX 3070RTX 3080RTX 3090TITAN RTX70140210280350SE +/- 0.53, N = 3SE +/- 0.06, N = 3SE +/- 0.02, N = 3SE +/- 0.17, N = 3SE +/- 0.08, N = 3SE +/- 0.13, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.05, N = 3SE +/- 0.01, N = 3SE +/- 0.06, N = 3SE +/- 0.07, N = 3SE +/- 0.24, N = 3304.55301.61308.95172.25169.00160.65152.86128.5085.4876.2661.6351.43161.80

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.92Blend File: Fishy Cat - Compute: CUDARTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiRTX 3060RTX 3060 TiRTX 3070RTX 3080RTX 3090TITAN RTX306090120150SE +/- 0.02, N = 3SE +/- 0.23, N = 3SE +/- 0.22, N = 3SE +/- 0.08, N = 3SE +/- 0.05, N = 3SE +/- 0.03, N = 3SE +/- 0.04, N = 3SE +/- 0.02, N = 3SE +/- 0.02, N = 3SE +/- 0.02, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.03, N = 3140.64121.41122.9496.9997.2096.2072.4585.6461.9954.2641.8034.5973.36

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.92Blend File: BMW27 - Compute: NVIDIA OptiXRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiRTX 3060RTX 3060 TiRTX 3070RTX 3080RTX 3090TITAN RTX816243240SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 2.61, N = 15SE +/- 0.02, N = 3SE +/- 0.02, N = 3SE +/- 0.05, N = 3SE +/- 0.03, N = 3SE +/- 0.02, N = 3SE +/- 0.02, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 5SE +/- 0.01, N = 336.9230.9731.2528.5226.5825.7419.5224.3817.8216.1011.649.7219.94

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.92Blend File: Classroom - Compute: NVIDIA OptiXRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiRTX 3060RTX 3060 TiRTX 3070RTX 3080RTX 3090TITAN RTX306090120150SE +/- 0.30, N = 3SE +/- 0.05, N = 3SE +/- 0.09, N = 3SE +/- 0.25, N = 3SE +/- 0.08, N = 3SE +/- 0.07, N = 3SE +/- 0.07, N = 3SE +/- 0.24, N = 3SE +/- 0.01, N = 3SE +/- 0.05, N = 3SE +/- 0.07, N = 3SE +/- 0.20, N = 3SE +/- 0.21, N = 3150.10145.23149.2891.1988.1283.4774.8178.4854.7548.1636.4330.4679.03

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.92Blend File: Fishy Cat - Compute: NVIDIA OptiXRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiRTX 3060RTX 3060 TiRTX 3070RTX 3080RTX 3090TITAN RTX20406080100SE +/- 0.13, N = 3SE +/- 0.09, N = 3SE +/- 0.04, N = 3SE +/- 2.53, N = 15SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.07, N = 3SE +/- 0.03, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.05, N = 375.0565.2264.4456.9750.6747.4236.0758.2241.9835.7124.6220.3736.63

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.92Blend File: Barbershop - Compute: NVIDIA OptiXRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiRTX 3060RTX 3060 TiRTX 3070RTX 3080RTX 3090TITAN RTX400800120016002000SE +/- 0.62, N = 3SE +/- 0.39, N = 3SE +/- 3.33, N = 3SE +/- 0.36, N = 3SE +/- 0.79, N = 3SE +/- 0.76, N = 3SE +/- 0.51, N = 3SE +/- 0.15, N = 3SE +/- 2.14, N = 3SE +/- 0.73, N = 3SE +/- 0.48, N = 3SE +/- 2.26, N = 3SE +/- 0.70, N = 31812.311790.071844.761015.84987.73925.55916.09863.87549.79462.60400.08336.99969.58

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.92Blend File: Pabellon Barcelona - Compute: CUDARTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiRTX 3060RTX 3060 TiRTX 3070RTX 3080RTX 3090TITAN RTX130260390520650SE +/- 1.13, N = 3SE +/- 0.40, N = 3SE +/- 0.14, N = 3SE +/- 0.07, N = 3SE +/- 0.06, N = 3SE +/- 0.11, N = 3SE +/- 0.48, N = 3SE +/- 0.02, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.10, N = 3SE +/- 0.06, N = 3SE +/- 0.18, N = 3583.12544.98556.87357.54354.15345.65285.52319.41217.78190.05147.54120.35297.11

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.92Blend File: Pabellon Barcelona - Compute: NVIDIA OptiXRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiRTX 3060RTX 3060 TiRTX 3070RTX 3080RTX 3090TITAN RTX50100150200250SE +/- 0.02, N = 3SE +/- 0.24, N = 3SE +/- 0.22, N = 3SE +/- 0.04, N = 3SE +/- 0.09, N = 3SE +/- 0.02, N = 3SE +/- 0.09, N = 3SE +/- 0.08, N = 3SE +/- 0.06, N = 3SE +/- 0.01, N = 3SE +/- 0.04, N = 3SE +/- 0.08, N = 3SE +/- 0.03, N = 3208.09194.57198.29134.86134.57128.99104.11122.2586.0476.9656.7246.75109.02

Chaos Group V-RAY

This is a test of Chaos Group's V-RAY benchmark. V-RAY is a commercial renderer that can integrate with various creator software products like SketchUp and 3ds Max. The V-RAY benchmark is standalone and supports CPU and NVIDIA CUDA/RTX based rendering. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgvrays, More Is BetterChaos Group V-RAY 5Mode: NVIDIA RTX GPURTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiRTX 3060RTX 3060 TiRTX 3070RTX 3080RTX 3090TITAN RTX6001200180024003000SE +/- 1.33, N = 3SE +/- 1.15, N = 3SE +/- 0.67, N = 3SE +/- 0.67, N = 3SE +/- 1.45, N = 3SE +/- 1.33, N = 3SE +/- 1.45, N = 3SE +/- 2.00, N = 3SE +/- 2.00, N = 3SE +/- 5.90, N = 3SE +/- 1.00, N = 36587347109629039261245105915481715215126201232

OpenBenchmarking.orgvpaths, More Is BetterChaos Group V-RAY 5Mode: NVIDIA CUDA GPURTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiRTX 3060RTX 3060 TiRTX 3070RTX 3080RTX 3090TITAN RTX400800120016002000SE +/- 0.67, N = 3SE +/- 0.33, N = 3SE +/- 0.33, N = 3SE +/- 0.33, N = 3SE +/- 1.20, N = 3SE +/- 1.20, N = 3SE +/- 1.33, N = 3SE +/- 0.58, N = 34744904787617437569287841185134116501964892

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: CopyRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiRTX 3060RTX 3060 TiRTX 3070RTX 3080RTX 3090TITAN RTX80160240320400SE +/- 0.05, N = 7SE +/- 0.15, N = 8SE +/- 0.15, N = 8SE +/- 0.19, N = 7SE +/- 0.14, N = 8SE +/- 0.14, N = 8SE +/- 0.08, N = 8SE +/- 1.32, N = 7SE +/- 0.22, N = 8SE +/- 0.16, N = 8SE +/- 0.20, N = 3SE +/- 0.06, N = 9SE +/- 0.12, N = 8239.3286.9283.4290.8290.1300.6321.6266.7297.0296.9354.5363.4306.31. (CC) gcc options: -O2 -flto -lOpenCL

OpenBenchmarking.orgGB/s, More Is Bettercl-mem 2017-01-13Benchmark: ReadRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiRTX 3060RTX 3060 TiRTX 3070RTX 3080RTX 3090TITAN RTX2004006008001000SE +/- 0.09, N = 7SE +/- 0.10, N = 8SE +/- 0.09, N = 8SE +/- 0.08, N = 8SE +/- 0.10, N = 8SE +/- 0.10, N = 8SE +/- 0.11, N = 8SE +/- 1.48, N = 7SE +/- 0.17, N = 8SE +/- 0.18, N = 8SE +/- 5.79, N = 8SE +/- 0.17, N = 9SE +/- 0.45, N = 8297.4396.9396.8396.8396.8437.5545.6315.8393.1393.1666.0825.6545.31. (CC) gcc options: -O2 -flto -lOpenCL

OpenBenchmarking.orgGB/s, More Is Bettercl-mem 2017-01-13Benchmark: WriteRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiRTX 3060RTX 3060 TiRTX 3070RTX 3080RTX 3090TITAN RTX160320480640800SE +/- 0.30, N = 7SE +/- 0.22, N = 8SE +/- 0.21, N = 8SE +/- 0.22, N = 8SE +/- 0.51, N = 8SE +/- 0.52, N = 8SE +/- 0.46, N = 8SE +/- 1.71, N = 7SE +/- 0.10, N = 8SE +/- 0.10, N = 8SE +/- 0.36, N = 3SE +/- 0.42, N = 9SE +/- 0.86, N = 8251.7335.1321.8318.7331.2348.6449.5296.4383.3379.8641.3741.1476.81. (CC) gcc options: -O2 -flto -lOpenCL

clpeak

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

OpenBenchmarking.orgGIOPS, More Is BetterclpeakOpenCL Test: Integer Compute INTRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiRTX 3060RTX 3060 TiRTX 3070RTX 3080RTX 3090TITAN RTX4K8K12K16K20KSE +/- 47.74, N = 15SE +/- 83.52, N = 15SE +/- 78.69, N = 15SE +/- 71.02, N = 15SE +/- 85.43, N = 15SE +/- 65.60, N = 13SE +/- 128.94, N = 15SE +/- 20.50, N = 13SE +/- 89.81, N = 15SE +/- 50.89, N = 13SE +/- 160.26, N = 15SE +/- 116.54, N = 12SE +/- 473.13, N = 155393.496949.797048.658612.759246.8510291.5013256.895737.448364.5410229.1815094.0218024.3413017.211. (CXX) g++ options: -O3 -rdynamic -lOpenCL

OpenBenchmarking.orgGFLOPS, More Is BetterclpeakOpenCL Test: Single-Precision FloatRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiRTX 3060RTX 3060 TiRTX 3070RTX 3080RTX 3090TITAN RTX8K16K24K32K40KSE +/- 55.97, N = 15SE +/- 83.80, N = 15SE +/- 80.51, N = 15SE +/- 80.96, N = 15SE +/- 15.95, N = 12SE +/- 54.52, N = 13SE +/- 198.54, N = 15SE +/- 88.44, N = 15SE +/- 16.76, N = 13SE +/- 12.28, N = 14SE +/- 109.43, N = 3SE +/- 56.57, N = 13SE +/- 162.29, N = 155390.856982.397259.998583.148890.4510284.1513380.0212487.4516008.6520059.0029322.8735070.6913624.141. (CXX) g++ options: -O3 -rdynamic -lOpenCL

OpenBenchmarking.orgGFLOPS, More Is BetterclpeakOpenCL Test: Double-Precision DoubleRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiRTX 3060RTX 3060 TiRTX 3070RTX 3080RTX 3090TITAN RTX140280420560700SE +/- 0.03, N = 3SE +/- 0.48, N = 3SE +/- 0.70, N = 3SE +/- 0.01, N = 3SE +/- 0.92, N = 3SE +/- 0.03, N = 3SE +/- 1.36, N = 3SE +/- 0.04, N = 3SE +/- 0.01, N = 3SE +/- 0.12, N = 3SE +/- 0.68, N = 3SE +/- 0.77, N = 3SE +/- 4.52, N = 3231.53263.47267.84308.54345.97376.32522.28209.56303.90360.44537.24656.28515.021. (CXX) g++ options: -O3 -rdynamic -lOpenCL

OpenBenchmarking.orgGBPS, More Is BetterclpeakOpenCL Test: Global Memory BandwidthRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiRTX 3060RTX 3060 TiRTX 3070RTX 3080RTX 3090TITAN RTX2004006008001000SE +/- 0.29, N = 15SE +/- 0.17, N = 13SE +/- 0.30, N = 13SE +/- 0.27, N = 15SE +/- 0.13, N = 13SE +/- 0.12, N = 15SE +/- 0.56, N = 12SE +/- 0.69, N = 10SE +/- 0.17, N = 15SE +/- 0.38, N = 15SE +/- 0.02, N = 3SE +/- 1.06, N = 14SE +/- 1.69, N = 13275.99368.53368.47369.45369.16405.56507.06314.23389.00389.08662.16811.92504.511. (CXX) g++ options: -O3 -rdynamic -lOpenCL

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 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiRTX 3060RTX 3060 TiRTX 3070RTX 3080RTX 3090TITAN RTX70140210280350SE +/- 0.11, N = 3SE +/- 0.51, N = 3SE +/- 0.10, N = 3SE +/- 0.19, N = 3SE +/- 0.36, N = 3SE +/- 0.26, N = 3SE +/- 3.72, N = 3SE +/- 0.11, N = 3SE +/- 0.45, N = 3SE +/- 0.55, N = 3SE +/- 0.23, N = 3SE +/- 0.14, N = 3SE +/- 0.36, N = 3183.84207.65205.53229.32246.18262.07298.64180.37236.55266.10318.65343.36292.40

FinanceBench

FinanceBench is a collection of financial program benchmarks with support for benchmarking on the GPU via OpenCL and CPU benchmarking with OpenMP. The FinanceBench test cases are focused on Black-Sholes-Merton Process with Analytic European Option engine, QMC (Sobol) Monte-Carlo method (Equity Option Example), Bonds Fixed-rate bond with flat forward curve, and Repo Securities repurchase agreement. FinanceBench was originally written by the Cavazos Lab at University of Delaware. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgms, Fewer Is BetterFinanceBench 2016-07-25Benchmark: Black-Scholes OpenCLRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiRTX 3060RTX 3060 TiRTX 3070RTX 3080RTX 3090TITAN RTX510152025SE +/- 0.060602, N = 15SE +/- 0.043753, N = 15SE +/- 0.009545, N = 14SE +/- 0.012692, N = 13SE +/- 0.009750, N = 14SE +/- 0.038362, N = 15SE +/- 0.054471, N = 15SE +/- 0.251378, N = 15SE +/- 0.020839, N = 15SE +/- 0.002752, N = 14SE +/- 0.146254, N = 15SE +/- 0.039276, N = 15SE +/- 0.101653, N = 1519.77633316.41420015.99100012.80700011.83100010.5250009.31100016.66200012.97600010.4640007.6160006.3050009.1350001. (CXX) g++ options: -O3 -march=native -fopenmp

GPU Power Consumption Monitor

OpenBenchmarking.orgWattsGPU Power Consumption MonitorPhoronix Test Suite System MonitoringRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiRTX 3060RTX 3060 TiRTX 3070RTX 3090TITAN RTX60120180240300Min: 10.05 / Avg: 99.86 / Max: 165.39Min: 10.2 / Avg: 109.24 / Max: 183.51Min: 7.66 / Avg: 107.12 / Max: 181.1Min: 14.19 / Avg: 123.82 / Max: 220.83Min: 13.81 / Avg: 131.99 / Max: 221.75Min: 9.41 / Avg: 124.5 / Max: 256.58Min: 5.32 / Avg: 165.77 / Max: 309.64Min: 13.25 / Avg: 102.37 / Max: 169.54Min: 10.54 / Avg: 125.39 / Max: 199.26Min: 8.76 / Avg: 139.42 / Max: 219.83Min: 8.12 / Avg: 235.82 / Max: 349.45Min: 14.4 / Avg: 186.22 / Max: 286.17

GROMACS

The CUDA version of the Gromacs molecular dynamics package. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgNs Per Day, More Is BetterGROMACS 2020.3Water BenchmarkRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiRTX 3060RTX 3060 TiRTX 3070RTX 3080RTX 3090TITAN RTX3691215SE +/- 0.004, N = 3SE +/- 0.015, N = 3SE +/- 0.024, N = 3SE +/- 0.036, N = 3SE +/- 0.031, N = 3SE +/- 0.023, N = 3SE +/- 0.015, N = 3SE +/- 0.017, N = 3SE +/- 0.047, N = 3SE +/- 0.052, N = 3SE +/- 0.125, N = 3SE +/- 0.011, N = 2SE +/- 0.011, N = 35.7896.2716.3586.7537.1117.3918.1786.0867.5057.6579.1279.2007.0181. (CXX) g++ options: -O3 -lpthread -ldl -lrt -lm

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 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiRTX 3060RTX 3060 TiRTX 3070RTX 3080RTX 3090TITAN RTX14000M28000M42000M56000M70000MSE +/- 15994429.30, N = 7SE +/- 20426310.23, N = 7SE +/- 31650906.21, N = 7SE +/- 10209186.21, N = 7SE +/- 63739890.76, N = 7SE +/- 16181895.49, N = 7SE +/- 56534306.60, N = 7SE +/- 16702105.86, N = 7SE +/- 11341315.72, N = 7SE +/- 30034122.32, N = 7SE +/- 55820277.08, N = 3SE +/- 37493084.17, N = 7SE +/- 49932907.37, N = 725867371429291733285712990632857135096728571385484714294285754285755186314286228292714293291898571438641357143554587000006666884285755554600000

OpenBenchmarking.orgH/s, More Is BetterHashcat 6.1.1Benchmark: SHA1RTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiRTX 3060RTX 3060 TiRTX 3070RTX 3080RTX 3090TITAN RTX5000M10000M15000M20000M25000MSE +/- 2725528.10, N = 7SE +/- 7264539.72, N = 7SE +/- 4823948.20, N = 7SE +/- 3493521.70, N = 7SE +/- 13573045.02, N = 7SE +/- 14364688.85, N = 7SE +/- 13351911.38, N = 7SE +/- 4409613.80, N = 7SE +/- 8126637.98, N = 7SE +/- 6748005.50, N = 7SE +/- 6568950.53, N = 3SE +/- 10394772.36, N = 7SE +/- 10849872.25, N = 78233357143930708571495119000001110704285712219442857135544000001768538571477133428571109217142913107471429189346333332267967142917755985714

OpenBenchmarking.orgH/s, More Is BetterHashcat 6.1.1Benchmark: 7-ZipRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiRTX 3060RTX 3060 TiRTX 3070RTX 3080RTX 3090TITAN RTX200K400K600K800K1000KSE +/- 407.84, N = 11SE +/- 442.89, N = 11SE +/- 444.64, N = 11SE +/- 1953.37, N = 10SE +/- 13230.07, N = 15SE +/- 627.85, N = 11SE +/- 1256.70, N = 10SE +/- 572.45, N = 11SE +/- 370.86, N = 11SE +/- 425.97, N = 11SE +/- 8325.39, N = 8SE +/- 2731.76, N = 10SE +/- 5022.05, N = 154422824939825029555903906357607187278926804302555886916860009846251144540894887

OpenBenchmarking.orgH/s, More Is BetterHashcat 6.1.1Benchmark: SHA-512RTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiRTX 3060RTX 3060 TiRTX 3070RTX 3080RTX 3090TITAN RTX600M1200M1800M2400M3000MSE +/- 850690.00, N = 7SE +/- 1191123.63, N = 7SE +/- 2076381.60, N = 7SE +/- 2098266.21, N = 7SE +/- 3482228.94, N = 7SE +/- 1721354.47, N = 7SE +/- 1806187.40, N = 7SE +/- 1072539.11, N = 7SE +/- 1114987.57, N = 7SE +/- 1513813.94, N = 7SE +/- 2292257.50, N = 3SE +/- 3339151.39, N = 7SE +/- 2223773.83, N = 7105117142911863857141217042857142097142915621857141735685714224774285797897142914121285711665185714239856666728654428572249342857

OpenBenchmarking.orgH/s, More Is BetterHashcat 6.1.1Benchmark: TrueCrypt RIPEMD160 + XTSRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiRTX 3060RTX 3060 TiRTX 3070RTX 3080RTX 3090TITAN RTX200K400K600K800K1000KSE +/- 318.72, N = 8SE +/- 666.62, N = 9SE +/- 498.01, N = 8SE +/- 4003.26, N = 7SE +/- 526.25, N = 8SE +/- 3956.17, N = 15SE +/- 586.68, N = 8SE +/- 912.89, N = 8SE +/- 67.41, N = 10SE +/- 360.86, N = 10SE +/- 7188.96, N = 3SE +/- 976.83, N = 8SE +/- 1486.48, N = 8310388349878357513426357462213535927656675300188428390503400710567850275654338

IndigoBench

This is a test of Indigo Renderer's IndigoBench benchmark. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgM samples/s, More Is BetterIndigoBench 4.4Acceleration: OpenCL GPU - Scene: BedroomRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiRTX 3060RTX 3060 TiRTX 3070RTX 3080RTX 3090TITAN RTX510152025SE +/- 0.000, N = 3SE +/- 0.004, N = 3SE +/- 0.002, N = 3SE +/- 0.004, N = 3SE +/- 0.005, N = 3SE +/- 0.003, N = 3SE +/- 0.010, N = 3SE +/- 0.006, N = 3SE +/- 0.004, N = 3SE +/- 0.011, N = 3SE +/- 0.031, N = 3SE +/- 0.031, N = 3SE +/- 0.017, N = 35.5827.3477.3797.7207.7437.98211.0338.42011.45912.89017.39320.77811.163

OpenBenchmarking.orgM samples/s, More Is BetterIndigoBench 4.4Acceleration: OpenCL GPU - Scene: SupercarRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiRTX 3060RTX 3060 TiRTX 3070RTX 3080RTX 3090TITAN RTX1224364860SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.11, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.38, N = 3SE +/- 0.05, N = 3SE +/- 0.02, N = 318.3823.2323.4624.5224.9025.6933.3725.6634.0137.2345.9952.8633.67

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 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiRTX 3060RTX 3060 TiRTX 3070RTX 3080RTX 3090TITAN RTX8K16K24K32K40KSE +/- 40.29, N = 3SE +/- 59.97, N = 3SE +/- 73.63, N = 3SE +/- 31.66, N = 3SE +/- 72.61, N = 3SE +/- 98.63, N = 3SE +/- 120.07, N = 3SE +/- 95.55, N = 3SE +/- 104.85, N = 3SE +/- 49.53, N = 3SE +/- 210.78, N = 3SE +/- 98.56, N = 3SE +/- 211.49, N = 3122481453714829174091878121050276391845625920292083673338623272991. (CXX) g++ options: -flto -pthread