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 OpenCLTITAN RTXRTX 3090RTX 3080RTX 3070RTX 3060 TiRTX 3060RTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 20600.59831.19661.79492.39322.9915SE +/- 0.004, N = 10SE +/- 0.002, N = 10SE +/- 0.004, N = 3SE +/- 0.001, N = 10SE +/- 0.001, N = 10SE +/- 0.016, N = 10SE +/- 0.001, N = 10SE +/- 0.001, N = 10SE +/- 0.001, N = 10SE +/- 0.001, N = 9SE +/- 0.002, N = 10SE +/- 0.002, N = 10SE +/- 0.001, N = 101.6881.4851.5612.0902.0912.5181.6901.9002.0742.0702.0952.0822.6591. (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: HighestTITAN RTXRTX 3090RTX 3080RTX 3070RTX 3060 TiRTX 3060RTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060246810SE +/- 1.561, N = 15SE +/- 0.008, N = 9SE +/- 0.018, N = 3SE +/- 0.009, N = 8SE +/- 0.010, N = 7SE +/- 0.011, N = 6SE +/- 0.042, N = 15SE +/- 0.008, N = 8SE +/- 0.013, N = 7SE +/- 0.070, N = 15SE +/- 0.010, N = 7SE +/- 0.007, N = 7SE +/- 0.007, N = 66.8753.0163.3454.2934.9746.4493.8514.6114.9715.6365.9396.0816.7831. (CXX) g++ options: -O3 -O2 -lpthread -ldl

OpenBenchmarking.orgSeconds, Fewer Is BetterBetsy GPU Compressor 1.1 BetaCodec: ETC2 RGB - Quality: HighestRTX 3090RTX 3080RTX 3070RTX 3060 TiRTX 3060RTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 20603691215SE +/- 0.010, N = 8SE +/- 0.026, N = 3SE +/- 0.012, N = 7SE +/- 0.014, N = 6SE +/- 0.085, N = 8SE +/- 0.064, N = 15SE +/- 0.011, N = 7SE +/- 0.011, N = 6SE +/- 0.074, N = 15SE +/- 0.021, N = 6SE +/- 0.007, N = 5SE +/- 0.009, N = 54.0004.5236.0306.7909.7345.1386.2276.8287.5238.3608.4429.4011. (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: CUDATITAN RTXRTX 3090RTX 3080RTX 3070RTX 3060 TiRTX 3060RTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 206020406080100SE +/- 0.03, N = 3SE +/- 0.04, N = 3SE +/- 0.04, N = 3SE +/- 0.05, N = 3SE +/- 0.02, N = 3SE +/- 0.04, N = 3SE +/- 0.01, N = 3SE +/- 0.03, N = 3SE +/- 0.05, N = 3SE +/- 0.02, N = 3SE +/- 0.02, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 338.7418.4722.1828.9931.9244.3538.4950.6651.6851.2764.9563.9274.50

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.92Blend File: Classroom - Compute: CUDATITAN RTXRTX 3090RTX 3080RTX 3070RTX 3060 TiRTX 3060RTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 206070140210280350SE +/- 0.24, N = 3SE +/- 0.07, N = 3SE +/- 0.06, N = 3SE +/- 0.01, N = 3SE +/- 0.05, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.13, N = 3SE +/- 0.08, N = 3SE +/- 0.17, N = 3SE +/- 0.02, N = 3SE +/- 0.06, N = 3SE +/- 0.53, N = 3161.8051.4361.6376.2685.48128.50152.86160.65169.00172.25308.95301.61304.55

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.92Blend File: Fishy Cat - Compute: CUDATITAN RTXRTX 3090RTX 3080RTX 3070RTX 3060 TiRTX 3060RTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060306090120150SE +/- 0.03, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.02, N = 3SE +/- 0.02, N = 3SE +/- 0.02, N = 3SE +/- 0.04, N = 3SE +/- 0.03, N = 3SE +/- 0.05, N = 3SE +/- 0.08, N = 3SE +/- 0.22, N = 3SE +/- 0.23, N = 3SE +/- 0.02, N = 373.3634.5941.8054.2661.9985.6472.4596.2097.2096.99122.94121.41140.64

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.92Blend File: BMW27 - Compute: NVIDIA OptiXTITAN RTXRTX 3090RTX 3080RTX 3070RTX 3060 TiRTX 3060RTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060816243240SE +/- 0.01, N = 3SE +/- 0.01, N = 5SE +/- 0.02, N = 3SE +/- 0.02, N = 3SE +/- 0.02, N = 3SE +/- 0.03, N = 3SE +/- 0.05, N = 3SE +/- 0.02, N = 3SE +/- 0.02, N = 3SE +/- 2.61, N = 15SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 319.949.7211.6416.1017.8224.3819.5225.7426.5828.5231.2530.9736.92

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.92Blend File: Classroom - Compute: NVIDIA OptiXTITAN RTXRTX 3090RTX 3080RTX 3070RTX 3060 TiRTX 3060RTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060306090120150SE +/- 0.21, N = 3SE +/- 0.20, N = 3SE +/- 0.07, N = 3SE +/- 0.05, N = 3SE +/- 0.01, N = 3SE +/- 0.24, N = 3SE +/- 0.07, N = 3SE +/- 0.07, N = 3SE +/- 0.08, N = 3SE +/- 0.25, N = 3SE +/- 0.09, N = 3SE +/- 0.05, N = 3SE +/- 0.30, N = 379.0330.4636.4348.1654.7578.4874.8183.4788.1291.19149.28145.23150.10

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.92Blend File: Fishy Cat - Compute: NVIDIA OptiXTITAN RTXRTX 3090RTX 3080RTX 3070RTX 3060 TiRTX 3060RTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 206020406080100SE +/- 0.05, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.03, N = 3SE +/- 0.07, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 2.53, N = 15SE +/- 0.04, N = 3SE +/- 0.09, N = 3SE +/- 0.13, N = 336.6320.3724.6235.7141.9858.2236.0747.4250.6756.9764.4465.2275.05

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.92Blend File: Barbershop - Compute: NVIDIA OptiXTITAN RTXRTX 3090RTX 3080RTX 3070RTX 3060 TiRTX 3060RTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060400800120016002000SE +/- 0.70, N = 3SE +/- 2.26, N = 3SE +/- 0.48, N = 3SE +/- 0.73, N = 3SE +/- 2.14, N = 3SE +/- 0.15, N = 3SE +/- 0.51, N = 3SE +/- 0.76, N = 3SE +/- 0.79, N = 3SE +/- 0.36, N = 3SE +/- 3.33, N = 3SE +/- 0.39, N = 3SE +/- 0.62, N = 3969.58336.99400.08462.60549.79863.87916.09925.55987.731015.841844.761790.071812.31

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.92Blend File: Pabellon Barcelona - Compute: CUDATITAN RTXRTX 3090RTX 3080RTX 3070RTX 3060 TiRTX 3060RTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060130260390520650SE +/- 0.18, N = 3SE +/- 0.06, N = 3SE +/- 0.10, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.02, N = 3SE +/- 0.48, N = 3SE +/- 0.11, N = 3SE +/- 0.06, N = 3SE +/- 0.07, N = 3SE +/- 0.14, N = 3SE +/- 0.40, N = 3SE +/- 1.13, N = 3297.11120.35147.54190.05217.78319.41285.52345.65354.15357.54556.87544.98583.12

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.92Blend File: Pabellon Barcelona - Compute: NVIDIA OptiXTITAN RTXRTX 3090RTX 3080RTX 3070RTX 3060 TiRTX 3060RTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 206050100150200250SE +/- 0.03, N = 3SE +/- 0.08, N = 3SE +/- 0.04, N = 3SE +/- 0.01, N = 3SE +/- 0.06, N = 3SE +/- 0.08, N = 3SE +/- 0.09, N = 3SE +/- 0.02, N = 3SE +/- 0.09, N = 3SE +/- 0.04, N = 3SE +/- 0.22, N = 3SE +/- 0.24, N = 3SE +/- 0.02, N = 3109.0246.7556.7276.9686.04122.25104.11128.99134.57134.86198.29194.57208.09

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 GPUTITAN RTXRTX 3090RTX 3080RTX 3070RTX 3060 TiRTX 3060RTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 20606001200180024003000SE +/- 1.00, N = 3SE +/- 5.90, N = 3SE +/- 2.00, N = 3SE +/- 2.00, N = 3SE +/- 1.45, N = 3SE +/- 1.33, N = 3SE +/- 1.45, N = 3SE +/- 0.67, N = 3SE +/- 0.67, N = 3SE +/- 1.15, N = 3SE +/- 1.33, N = 31232262021511715154810591245926903962710734658

OpenBenchmarking.orgvpaths, More Is BetterChaos Group V-RAY 5Mode: NVIDIA CUDA GPUTITAN RTXRTX 3090RTX 3080RTX 3070RTX 3060 TiRTX 3060RTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060400800120016002000SE +/- 0.58, N = 3SE +/- 1.33, N = 3SE +/- 1.20, N = 3SE +/- 1.20, N = 3SE +/- 0.33, N = 3SE +/- 0.33, N = 3SE +/- 0.33, N = 3SE +/- 0.67, N = 38921964165013411185784928756743761478490474

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: CopyTITAN RTXRTX 3090RTX 3080RTX 3070RTX 3060 TiRTX 3060RTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 206080160240320400SE +/- 0.12, N = 8SE +/- 0.06, N = 9SE +/- 0.20, N = 3SE +/- 0.16, N = 8SE +/- 0.22, N = 8SE +/- 1.32, N = 7SE +/- 0.08, N = 8SE +/- 0.14, N = 8SE +/- 0.14, N = 8SE +/- 0.19, N = 7SE +/- 0.15, N = 8SE +/- 0.15, N = 8SE +/- 0.05, N = 7306.3363.4354.5296.9297.0266.7321.6300.6290.1290.8283.4286.9239.31. (CC) gcc options: -O2 -flto -lOpenCL

OpenBenchmarking.orgGB/s, More Is Bettercl-mem 2017-01-13Benchmark: ReadTITAN RTXRTX 3090RTX 3080RTX 3070RTX 3060 TiRTX 3060RTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 20602004006008001000SE +/- 0.45, N = 8SE +/- 0.17, N = 9SE +/- 5.79, N = 8SE +/- 0.18, N = 8SE +/- 0.17, N = 8SE +/- 1.48, N = 7SE +/- 0.11, N = 8SE +/- 0.10, N = 8SE +/- 0.10, N = 8SE +/- 0.08, N = 8SE +/- 0.09, N = 8SE +/- 0.10, N = 8SE +/- 0.09, N = 7545.3825.6666.0393.1393.1315.8545.6437.5396.8396.8396.8396.9297.41. (CC) gcc options: -O2 -flto -lOpenCL

OpenBenchmarking.orgGB/s, More Is Bettercl-mem 2017-01-13Benchmark: WriteTITAN RTXRTX 3090RTX 3080RTX 3070RTX 3060 TiRTX 3060RTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060160320480640800SE +/- 0.86, N = 8SE +/- 0.42, N = 9SE +/- 0.36, N = 3SE +/- 0.10, N = 8SE +/- 0.10, N = 8SE +/- 1.71, N = 7SE +/- 0.46, N = 8SE +/- 0.52, N = 8SE +/- 0.51, N = 8SE +/- 0.22, N = 8SE +/- 0.21, N = 8SE +/- 0.22, N = 8SE +/- 0.30, N = 7476.8741.1641.3379.8383.3296.4449.5348.6331.2318.7321.8335.1251.71. (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 INTTITAN RTXRTX 3090RTX 3080RTX 3070RTX 3060 TiRTX 3060RTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 20604K8K12K16K20KSE +/- 473.13, N = 15SE +/- 116.54, N = 12SE +/- 160.26, N = 15SE +/- 50.89, N = 13SE +/- 89.81, N = 15SE +/- 20.50, N = 13SE +/- 128.94, N = 15SE +/- 65.60, N = 13SE +/- 85.43, N = 15SE +/- 71.02, N = 15SE +/- 78.69, N = 15SE +/- 83.52, N = 15SE +/- 47.74, N = 1513017.2118024.3415094.0210229.188364.545737.4413256.8910291.509246.858612.757048.656949.795393.491. (CXX) g++ options: -O3 -rdynamic -lOpenCL

OpenBenchmarking.orgGFLOPS, More Is BetterclpeakOpenCL Test: Single-Precision FloatTITAN RTXRTX 3090RTX 3080RTX 3070RTX 3060 TiRTX 3060RTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 20608K16K24K32K40KSE +/- 162.29, N = 15SE +/- 56.57, N = 13SE +/- 109.43, N = 3SE +/- 12.28, N = 14SE +/- 16.76, N = 13SE +/- 88.44, N = 15SE +/- 198.54, N = 15SE +/- 54.52, N = 13SE +/- 15.95, N = 12SE +/- 80.96, N = 15SE +/- 80.51, N = 15SE +/- 83.80, N = 15SE +/- 55.97, N = 1513624.1435070.6929322.8720059.0016008.6512487.4513380.0210284.158890.458583.147259.996982.395390.851. (CXX) g++ options: -O3 -rdynamic -lOpenCL

OpenBenchmarking.orgGFLOPS, More Is BetterclpeakOpenCL Test: Double-Precision DoubleTITAN RTXRTX 3090RTX 3080RTX 3070RTX 3060 TiRTX 3060RTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060140280420560700SE +/- 4.52, N = 3SE +/- 0.77, N = 3SE +/- 0.68, N = 3SE +/- 0.12, N = 3SE +/- 0.01, N = 3SE +/- 0.04, N = 3SE +/- 1.36, N = 3SE +/- 0.03, N = 3SE +/- 0.92, N = 3SE +/- 0.01, N = 3SE +/- 0.70, N = 3SE +/- 0.48, N = 3SE +/- 0.03, N = 3515.02656.28537.24360.44303.90209.56522.28376.32345.97308.54267.84263.47231.531. (CXX) g++ options: -O3 -rdynamic -lOpenCL

OpenBenchmarking.orgGBPS, More Is BetterclpeakOpenCL Test: Global Memory BandwidthTITAN RTXRTX 3090RTX 3080RTX 3070RTX 3060 TiRTX 3060RTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 20602004006008001000SE +/- 1.69, N = 13SE +/- 1.06, N = 14SE +/- 0.02, N = 3SE +/- 0.38, N = 15SE +/- 0.17, N = 15SE +/- 0.69, N = 10SE +/- 0.56, N = 12SE +/- 0.12, N = 15SE +/- 0.13, N = 13SE +/- 0.27, N = 15SE +/- 0.30, N = 13SE +/- 0.17, N = 13SE +/- 0.29, N = 15504.51811.92662.16389.08389.00314.23507.06405.56369.16369.45368.47368.53275.991. (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 2.3.2TITAN RTXRTX 3090RTX 3080RTX 3070RTX 3060 TiRTX 3060RTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 206070140210280350SE +/- 0.36, N = 3SE +/- 0.14, N = 3SE +/- 0.23, N = 3SE +/- 0.55, N = 3SE +/- 0.45, N = 3SE +/- 0.11, N = 3SE +/- 3.72, N = 3SE +/- 0.26, N = 3SE +/- 0.36, N = 3SE +/- 0.19, N = 3SE +/- 0.10, N = 3SE +/- 0.51, N = 3SE +/- 0.11, N = 3292.40343.36318.65266.10236.55180.37298.64262.07246.18229.32205.53207.65183.84

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 OpenCLTITAN RTXRTX 3090RTX 3080RTX 3070RTX 3060 TiRTX 3060RTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060510152025SE +/- 0.101653, N = 15SE +/- 0.039276, N = 15SE +/- 0.146254, N = 15SE +/- 0.002752, N = 14SE +/- 0.020839, N = 15SE +/- 0.251378, N = 15SE +/- 0.054471, N = 15SE +/- 0.038362, N = 15SE +/- 0.009750, N = 14SE +/- 0.012692, N = 13SE +/- 0.009545, N = 14SE +/- 0.043753, N = 15SE +/- 0.060602, N = 159.1350006.3050007.61600010.46400012.97600016.6620009.31100010.52500011.83100012.80700015.99100016.41420019.7763331. (CXX) g++ options: -O3 -march=native -fopenmp

GPU Power Consumption Monitor

OpenBenchmarking.orgWattsGPU Power Consumption MonitorPhoronix Test Suite System MonitoringTITAN RTXRTX 3090RTX 3070RTX 3060 TiRTX 3060RTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 206060120180240300Min: 14.4 / Avg: 186.22 / Max: 286.17Min: 8.12 / Avg: 235.82 / Max: 349.45Min: 8.76 / Avg: 139.42 / Max: 219.83Min: 10.54 / Avg: 125.39 / Max: 199.26Min: 13.25 / Avg: 102.37 / Max: 169.54Min: 5.32 / Avg: 165.77 / Max: 309.64Min: 9.41 / Avg: 124.5 / Max: 256.58Min: 13.81 / Avg: 131.99 / Max: 221.75Min: 14.19 / Avg: 123.82 / Max: 220.83Min: 7.66 / Avg: 107.12 / Max: 181.1Min: 10.2 / Avg: 109.24 / Max: 183.51Min: 10.05 / Avg: 99.86 / Max: 165.39

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 BenchmarkTITAN RTXRTX 3090RTX 3080RTX 3070RTX 3060 TiRTX 3060RTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 20603691215SE +/- 0.011, N = 3SE +/- 0.011, N = 2SE +/- 0.125, N = 3SE +/- 0.052, N = 3SE +/- 0.047, N = 3SE +/- 0.017, N = 3SE +/- 0.015, N = 3SE +/- 0.023, N = 3SE +/- 0.031, N = 3SE +/- 0.036, N = 3SE +/- 0.024, N = 3SE +/- 0.015, N = 3SE +/- 0.004, N = 37.0189.2009.1277.6577.5056.0868.1787.3917.1116.7536.3586.2715.7891. (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: MD5TITAN RTXRTX 3090RTX 3080RTX 3070RTX 3060 TiRTX 3060RTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 206014000M28000M42000M56000M70000MSE +/- 49932907.37, N = 7SE +/- 37493084.17, N = 7SE +/- 55820277.08, N = 3SE +/- 30034122.32, N = 7SE +/- 11341315.72, N = 7SE +/- 16702105.86, N = 7SE +/- 56534306.60, N = 7SE +/- 16181895.49, N = 7SE +/- 63739890.76, N = 7SE +/- 10209186.21, N = 7SE +/- 31650906.21, N = 7SE +/- 20426310.23, N = 7SE +/- 15994429.30, N = 755554600000666688428575545870000038641357143329189857142282927142955186314286428575428573854847142935096728571299063285712917332857125867371429

OpenBenchmarking.orgH/s, More Is BetterHashcat 6.1.1Benchmark: SHA1TITAN RTXRTX 3090RTX 3080RTX 3070RTX 3060 TiRTX 3060RTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 20605000M10000M15000M20000M25000MSE +/- 10849872.25, N = 7SE +/- 10394772.36, N = 7SE +/- 6568950.53, N = 3SE +/- 6748005.50, N = 7SE +/- 8126637.98, N = 7SE +/- 4409613.80, N = 7SE +/- 13351911.38, N = 7SE +/- 14364688.85, N = 7SE +/- 13573045.02, N = 7SE +/- 3493521.70, N = 7SE +/- 4823948.20, N = 7SE +/- 7264539.72, N = 7SE +/- 2725528.10, N = 71775598571422679671429189346333331310747142911092171429771334285717685385714135544000001221944285711107042857951190000093070857148233357143

OpenBenchmarking.orgH/s, More Is BetterHashcat 6.1.1Benchmark: 7-ZipTITAN RTXRTX 3090RTX 3080RTX 3070RTX 3060 TiRTX 3060RTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060200K400K600K800K1000KSE +/- 5022.05, N = 15SE +/- 2731.76, N = 10SE +/- 8325.39, N = 8SE +/- 425.97, N = 11SE +/- 370.86, N = 11SE +/- 572.45, N = 11SE +/- 1256.70, N = 10SE +/- 627.85, N = 11SE +/- 13230.07, N = 15SE +/- 1953.37, N = 10SE +/- 444.64, N = 11SE +/- 442.89, N = 11SE +/- 407.84, N = 118948871144540984625686000588691430255892680718727635760590390502955493982442282

OpenBenchmarking.orgH/s, More Is BetterHashcat 6.1.1Benchmark: SHA-512TITAN RTXRTX 3090RTX 3080RTX 3070RTX 3060 TiRTX 3060RTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060600M1200M1800M2400M3000MSE +/- 2223773.83, N = 7SE +/- 3339151.39, N = 7SE +/- 2292257.50, N = 3SE +/- 1513813.94, N = 7SE +/- 1114987.57, N = 7SE +/- 1072539.11, N = 7SE +/- 1806187.40, N = 7SE +/- 1721354.47, N = 7SE +/- 3482228.94, N = 7SE +/- 2098266.21, N = 7SE +/- 2076381.60, N = 7SE +/- 1191123.63, N = 7SE +/- 850690.00, N = 7224934285728654428572398566667166518571414121285719789714292247742857173568571415621857141420971429121704285711863857141051171429

OpenBenchmarking.orgH/s, More Is BetterHashcat 6.1.1Benchmark: TrueCrypt RIPEMD160 + XTSTITAN RTXRTX 3090RTX 3080RTX 3070RTX 3060 TiRTX 3060RTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060200K400K600K800K1000KSE +/- 1486.48, N = 8SE +/- 976.83, N = 8SE +/- 7188.96, N = 3SE +/- 360.86, N = 10SE +/- 67.41, N = 10SE +/- 912.89, N = 8SE +/- 586.68, N = 8SE +/- 3956.17, N = 15SE +/- 526.25, N = 8SE +/- 4003.26, N = 7SE +/- 498.01, N = 8SE +/- 666.62, N = 9SE +/- 318.72, N = 8654338850275710567503400428390300188656675535927462213426357357513349878310388

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: BedroomTITAN RTXRTX 3090RTX 3080RTX 3070RTX 3060 TiRTX 3060RTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060510152025SE +/- 0.017, N = 3SE +/- 0.031, N = 3SE +/- 0.031, N = 3SE +/- 0.011, N = 3SE +/- 0.004, N = 3SE +/- 0.006, N = 3SE +/- 0.010, N = 3SE +/- 0.003, N = 3SE +/- 0.005, N = 3SE +/- 0.004, N = 3SE +/- 0.002, N = 3SE +/- 0.004, N = 3SE +/- 0.000, N = 311.16320.77817.39312.89011.4598.42011.0337.9827.7437.7207.3797.3475.582

OpenBenchmarking.orgM samples/s, More Is BetterIndigoBench 4.4Acceleration: OpenCL GPU - Scene: SupercarTITAN RTXRTX 3090RTX 3080RTX 3070RTX 3060 TiRTX 3060RTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 20601224364860SE +/- 0.02, N = 3SE +/- 0.05, N = 3SE +/- 0.38, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.11, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 333.6752.8645.9937.2334.0125.6633.3725.6924.9024.5223.4623.2318.38

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: OpenCLTITAN RTXRTX 3090RTX 3080RTX 3070RTX 3060 TiRTX 3060RTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 20608K16K24K32K40KSE +/- 211.49, N = 3SE +/- 98.56, N = 3SE +/- 210.78, N = 3SE +/- 49.53, N = 3SE +/- 104.85, N = 3SE +/- 95.55, N = 3SE +/- 120.07, N = 3SE +/- 98.63, N = 3SE +/- 72.61, N = 3SE +/- 31.66, N = 3SE +/- 73.63, N = 3SE +/- 59.97, N = 3SE +/- 40.29, N = 3272993862336733292082592018456276392105018781174091482914537122481. (CXX) g++ options: -flto -pthread

LuxCoreRender OpenCL

LuxCoreRender is an open-source physically based renderer. This test profile is focused on running LuxCoreRender on OpenCL accelerators/GPUs. The alternative luxcorerender test profile is for CPU execution due to a difference in tests, etc. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgM samples/sec, More Is BetterLuxCoreRender OpenCL 2.3Scene: DLSCTITAN RTXRTX 3090RTX 3080RTX 3070RTX 3060 TiRTX 3060RTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 20603691215SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.08, N = 12SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 35.6711.159.597.937.255.535.634.324.234.304.144.183.30MIN: 4.85 / MAX: 5.74MIN: 9.79 / MAX: 11.28MIN: 9.28 / MAX: 9.71MIN: 7.82 / MAX: 8.13MIN: 6.94 / MAX: 7.39MIN: 5.23 / MAX: 5.69MIN: 5.21 / MAX: 5.75MIN: 4.15 / MAX: 4.43MIN: 4.14 / MAX: 4.29MIN: 1.32 / MAX: 4.51MIN: 3.8 / MAX: 4.28MIN: 4.1 / MAX: 4.29MIN: 3.15 / MAX: 3.39

OpenBenchmarking.orgM samples/sec, More Is BetterLuxCoreRender OpenCL 2.3Scene: FoodTITAN RTXRTX 3090RTX 3080RTX 3070RTX 3060 TiRTX 3060RTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 20601.04852.0973.14554.1945.2425SE +/- 0.02, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 7SE +/- 0.03, N = 4SE +/- 0.02, N = 3SE +/- 0.00, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.07, N = 12SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 32.084.663.963.362.992.062.191.901.861.791.291.321.20MIN: 0.22 / MAX: 2.61MIN: 0.29 / MAX: 5.93MIN: 0.26 / MAX: 4.99MIN: 0.2 / MAX: 4.25MIN: 0.2 / MAX: 3.75MIN: 0.22 / MAX: 2.57MIN: 0.23 / MAX: 2.7MIN: 0.21 / MAX: 2.38MIN: 0.21 / MAX: 2.29MIN: 0.09 / MAX: 2.3MIN: 0.21 / MAX: 1.55MIN: 0.23 / MAX: 1.59MIN: 0.21 / MAX: 1.43

OpenBenchmarking.orgM samples/sec, More Is BetterLuxCoreRender OpenCL 2.3Scene: LuxCore BenchmarkTITAN RTXRTX 3090RTX 3080RTX 3070RTX 3060 TiRTX 3060RTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 20603691215SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.06, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.03, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.06, N = 12SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.02, N = 34.699.167.876.495.914.514.653.613.553.593.563.602.78MIN: 0.27 / MAX: 5.45MIN: 0.23 / MAX: 10.53MIN: 0.27 / MAX: 9.03MIN: 0.27 / MAX: 7.45MIN: 0.27 / MAX: 6.84MIN: 0.23 / MAX: 5.21MIN: 0.27 / MAX: 5.37MIN: 0.23 / MAX: 4.14MIN: 0.23 / MAX: 4.09MIN: 0.11 / MAX: 4.24MIN: 0.23 / MAX: 4.1MIN: 0.23 / MAX: 4.14MIN: 0.23 / MAX: 3.19

OpenBenchmarking.orgM samples/sec, More Is BetterLuxCoreRender OpenCL 2.3Scene: Rainbow Colors and PrismTITAN RTXRTX 3090RTX 3080RTX 3070RTX 3060 TiRTX 3060RTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060612182430SE +/- 0.05, N = 4SE +/- 0.04, N = 6SE +/- 0.10, N = 3SE +/- 0.11, N = 5SE +/- 0.04, N = 5SE +/- 0.04, N = 4SE +/- 0.03, N = 4SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.29, N = 12SE +/- 0.01, N = 4SE +/- 0.09, N = 4SE +/- 0.03, N = 312.9226.3322.3118.9217.7213.2612.349.249.299.8610.9711.237.91MIN: 11.38 / MAX: 13.49MIN: 23.57 / MAX: 27.71MIN: 20.53 / MAX: 23.39MIN: 17.65 / MAX: 20.07MIN: 16.31 / MAX: 18.32MIN: 12.32 / MAX: 13.86MIN: 10.56 / MAX: 12.86MIN: 8.32 / MAX: 9.68MIN: 8.89 / MAX: 9.66MIN: 3.83 / MAX: 10.57MIN: 10.17 / MAX: 11.29MIN: 5.85 / MAX: 11.69MIN: 6.97 / MAX: 8.2

Mixbench

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

OpenBenchmarking.orgGIOPS, More Is BetterMixbench 2020-06-23Backend: OpenCL - Benchmark: IntegerTITAN RTXRTX 3090RTX 3080RTX 3070RTX 3060 TiRTX 3060RTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 20604K8K12K16K20KSE +/- 122.22, N = 15SE +/- 363.85, N = 15SE +/- 5.02, N = 3SE +/- 1.03, N = 14SE +/- 8.76, N = 14SE +/- 166.10, N = 15SE +/- 16.25, N = 14SE +/- 6.58, N = 15SE +/- 9.69, N = 14SE +/- 0.73, N = 12SE +/- 8.25, N = 13SE +/- 8.41, N = 13SE +/- 11.60, N = 1316892.9118323.7117004.8311288.379593.816602.4516219.0811714.4310825.099693.078354.508197.387256.561. (CXX) g++ options: -lm -lstdc++ -lOpenCL -lrt -O2

OpenBenchmarking.orgGFLOPS, More Is BetterMixbench 2020-06-23Backend: OpenCL - Benchmark: Double PrecisionTITAN RTXRTX 3090RTX 3080RTX 3070RTX 3060 TiRTX 3060RTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060110220330440550SE +/- 2.90, N = 15SE +/- 9.22, N = 15SE +/- 4.62, N = 3SE +/- 1.06, N = 14SE +/- 0.54, N = 14SE +/- 0.36, N = 13SE +/- 4.13, N = 15SE +/- 0.73, N = 14SE +/- 0.65, N = 14SE +/- 0.39, N = 14SE +/- 0.43, N = 13SE +/- 0.42, N = 13SE +/- 0.33, N = 13439.29500.47385.83300.72255.14177.72432.17314.09290.29260.38226.00221.54195.671. (CXX) g++ options: -lm -lstdc++ -lOpenCL -lrt -O2

OpenBenchmarking.orgGFLOPS, More Is BetterMixbench 2020-06-23Backend: OpenCL - Benchmark: Single PrecisionTITAN RTXRTX 3090RTX 3080RTX 3070RTX 3060 TiRTX 3060RTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 20608K16K24K32K40KSE +/- 3.96, N = 14SE +/- 645.17, N = 15SE +/- 541.23, N = 15SE +/- 86.13, N = 15SE +/- 4.81, N = 14SE +/- 1.98, N = 13SE +/- 14.06, N = 15SE +/- 1.97, N = 14SE +/- 1.55, N = 14SE +/- 6.29, N = 14SE +/- 2.54, N = 13SE +/- 6.28, N = 13SE +/- 75.94, N = 1517145.6735766.2730534.4422115.6918832.9913135.0716375.1611866.9210940.429773.718392.728240.307223.661. (CXX) g++ options: -lm -lstdc++ -lOpenCL -lrt -O2

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 AtomsTITAN RTXRTX 3090RTX 3080RTX 3070RTX 3060 TiRTX 3060RTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 20600.04030.08060.12090.16120.2015SE +/- 0.00052, N = 5SE +/- 0.00109, N = 15SE +/- 0.00167, N = 15SE +/- 0.00122, N = 8SE +/- 0.00032, N = 5SE +/- 0.00096, N = 4SE +/- 0.00059, N = 5SE +/- 0.00158, N = 5SE +/- 0.00043, N = 5SE +/- 0.00086, N = 5SE +/- 0.00168, N = 5SE +/- 0.00089, N = 5SE +/- 0.00117, N = 40.166230.135500.131380.141510.139040.162810.144080.146140.148330.151400.161450.166660.17914

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 ScoreTITAN RTXRTX 3090RTX 3080RTX 3070RTX 3060 TiRTX 3060RTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060150300450600750363.87678.24560.12410.56382.77288.47352.03266.68262.53264.49243.28243.27193.73

RealSR-NCNN

RealSR-NCNN is an NCNN neural network implementation of the RealSR project and accelerated using the Vulkan API. RealSR is the Real-World Super Resolution via Kernel Estimation and Noise Injection. NCNN is a high performance neural network inference framework optimized for mobile and other platforms developed by Tencent. This test profile times how long it takes to increase the resolution of a sample image by a scale of 4x with Vulkan. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterRealSR-NCNN 20200818Scale: 4x - TAA: NoTITAN RTXRTX 3090RTX 3080RTX 3070RTX 3060 TiRTX 3060RTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 20603691215SE +/- 0.044, N = 6SE +/- 0.034, N = 7SE +/- 0.071, N = 3SE +/- 0.051, N = 5SE +/- 0.053, N = 5SE +/- 0.070, N = 5SE +/- 0.085, N = 15SE +/- 0.040, N = 5SE +/- 0.021, N = 5SE +/- 0.084, N = 15SE +/- 0.034, N = 5SE +/- 0.050, N = 4SE +/- 0.046, N = 47.5575.8566.4288.4008.84611.1827.8608.9269.44210.41911.37311.51312.765

OpenBenchmarking.orgSeconds, Fewer Is BetterRealSR-NCNN 20200818Scale: 4x - TAA: YesTITAN RTXRTX 3090RTX 3080RTX 3070RTX 3060 TiRTX 3060RTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 206020406080100SE +/- 0.26, N = 3SE +/- 0.05, N = 3SE +/- 0.08, N = 3SE +/- 0.07, N = 3SE +/- 0.15, N = 3SE +/- 0.05, N = 3SE +/- 0.14, N = 3SE +/- 0.19, N = 3SE +/- 0.32, N = 3SE +/- 0.20, N = 3SE +/- 0.39, N = 3SE +/- 0.35, N = 3SE +/- 0.27, N = 343.3329.6734.4050.0353.9972.2044.5354.2059.5463.6375.1175.8485.65

RedShift Demo

This is a test of MAXON's RedShift demo build that currently requires NVIDIA GPU acceleration. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterRedShift Demo 3.0TITAN RTXRTX 3090RTX 3080RTX 3070RTX 3060 TiRTX 3060RTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060100200300400500SE +/- 0.67, N = 3SE +/- 0.67, N = 3SE +/- 0.58, N = 3SE +/- 1.00, N = 3SE +/- 1.33, N = 3SE +/- 1.00, N = 3SE +/- 1.20, N = 3SE +/- 1.33, N = 3SE +/- 1.53, N = 3SE +/- 1.53, N = 3SE +/- 1.76, N = 3SE +/- 1.67, N = 3SE +/- 1.86, N = 3246141166228240305247323342350378380477

Rodinia

Rodinia is a suite focused upon accelerating compute-intensive applications with accelerators. CUDA, OpenMP, and OpenCL parallel models are supported by the included applications. This profile utilizes select OpenCL, NVIDIA CUDA and OpenMP test binaries at the moment. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterRodinia 3.1Test: OpenCL Particle FilterTITAN RTXRTX 3090RTX 3080RTX 3070RTX 3060 TiRTX 3060RTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 20603691215SE +/- 0.021, N = 8SE +/- 0.007, N = 8SE +/- 0.026, N = 3SE +/- 0.011, N = 7SE +/- 0.022, N = 6SE +/- 0.024, N = 5SE +/- 0.010, N = 8SE +/- 0.010, N = 7SE +/- 0.011, N = 7SE +/- 0.045, N = 6SE +/- 0.024, N = 6SE +/- 0.008, N = 6SE +/- 0.011, N = 54.7023.7674.3865.9796.9689.7634.4645.7846.2577.0187.8907.9918.9891. (CXX) g++ options: -m64 -lm -lcuda -lcudart -lcudadevrt -lcudart_static -lrt -lpthread -ldl

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.orgGFLOPS, More Is BetterSHOC Scalable HeterOgeneous Computing 2020-04-17Target: OpenCL - Benchmark: S3DTITAN RTXRTX 3090RTX 3080RTX 3070RTX 3060 TiRTX 3060RTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 206090180270360450SE +/- 0.07, N = 14SE +/- 0.20, N = 14SE +/- 0.09, N = 3SE +/- 0.08, N = 14SE +/- 0.05, N = 14SE +/- 0.04, N = 14SE +/- 0.06, N = 14SE +/- 0.06, N = 14SE +/- 0.05, N = 14SE +/- 0.04, N = 13SE +/- 0.04, N = 14SE +/- 0.07, N = 15SE +/- 0.05, N = 14289.60429.33339.91218.50211.88171.80271.70213.06196.93199.28193.43188.88147.561. (CXX) g++ options: -O2 -lSHOCCommonMPI -lSHOCCommonOpenCL -lSHOCCommon -lOpenCL -lrt -pthread -lmpi_cxx -lmpi

OpenBenchmarking.orgGB/s, More Is BetterSHOC Scalable HeterOgeneous Computing 2020-04-17Target: OpenCL - Benchmark: TriadTITAN RTXRTX 3090RTX 3080RTX 3070RTX 3060 TiRTX 3060RTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060612182430SE +/- 0.01, N = 11SE +/- 0.00, N = 11SE +/- 0.00, N = 3SE +/- 0.00, N = 12SE +/- 0.00, N = 12SE +/- 0.00, N = 12SE +/- 0.00, N = 11SE +/- 0.00, N = 11SE +/- 0.00, N = 11SE +/- 0.00, N = 11SE +/- 0.00, N = 11SE +/- 0.00, N = 11SE +/- 0.00, N = 1112.8625.4725.2924.6724.7124.3612.8912.8112.7712.7812.7712.7612.621. (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 SPTITAN RTXRTX 3090RTX 3080RTX 3070RTX 3060 TiRTX 3060RTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 20605001000150020002500SE +/- 0.50, N = 12SE +/- 0.98, N = 13SE +/- 2.13, N = 3SE +/- 0.41, N = 12SE +/- 0.17, N = 12SE +/- 0.12, N = 12SE +/- 1.05, N = 12SE +/- 0.35, N = 12SE +/- 0.38, N = 12SE +/- 0.48, N = 12SE +/- 0.17, N = 12SE +/- 0.09, N = 12SE +/- 0.68, N = 151574.852348.671915.381135.141152.91934.061487.951203.341098.161087.47967.62963.13801.501. (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 HashTITAN RTXRTX 3090RTX 3080RTX 3070RTX 3060 TiRTX 3060RTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 20601020304050SE +/- 0.12, N = 13SE +/- 0.09, N = 14SE +/- 0.08, N = 3SE +/- 0.02, N = 13SE +/- 0.01, N = 13SE +/- 0.01, N = 12SE +/- 0.02, N = 13SE +/- 0.02, N = 13SE +/- 0.02, N = 13SE +/- 0.01, N = 13SE +/- 0.02, N = 12SE +/- 0.01, N = 12SE +/- 0.01, N = 1236.2944.4437.4025.5321.6915.2335.3526.6224.3221.8218.7218.3716.311. (CXX) g++ options: -O2 -lSHOCCommonMPI -lSHOCCommonOpenCL -lSHOCCommon -lOpenCL -lrt -pthread -lmpi_cxx -lmpi

OpenBenchmarking.orgGB/s, More Is BetterSHOC Scalable HeterOgeneous Computing 2020-04-17Target: OpenCL - Benchmark: ReductionTITAN RTXRTX 3090RTX 3080RTX 3070RTX 3060 TiRTX 3060RTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 206090180270360450SE +/- 1.26, N = 12SE +/- 0.04, N = 12SE +/- 0.25, N = 3SE +/- 0.35, N = 12SE +/- 0.43, N = 12SE +/- 0.17, N = 15SE +/- 0.03, N = 12SE +/- 0.08, N = 12SE +/- 0.07, N = 12SE +/- 0.09, N = 12SE +/- 0.05, N = 12SE +/- 0.09, N = 12SE +/- 0.03, N = 11350.97391.96387.73325.85324.71306.32370.50328.77317.85323.27317.46317.73263.281. (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_NTITAN RTXRTX 3090RTX 3080RTX 3070RTX 3060 TiRTX 3060RTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 20602K4K6K8K10KSE +/- 38.91, N = 10SE +/- 29.12, N = 11SE +/- 62.64, N = 6SE +/- 20.37, N = 10SE +/- 2.73, N = 10SE +/- 3.66, N = 9SE +/- 12.95, N = 10SE +/- 1.79, N = 10SE +/- 1.77, N = 9SE +/- 1.92, N = 9SE +/- 7.35, N = 9SE +/- 7.32, N = 9SE +/- 0.34, N = 84975.628144.816181.233775.873438.492772.304831.943725.023349.363319.273114.473046.362451.991. (CXX) g++ options: -O2 -lSHOCCommonMPI -lSHOCCommonOpenCL -lSHOCCommon -lOpenCL -lrt -pthread -lmpi_cxx -lmpi

OpenBenchmarking.orgGB/s, More Is BetterSHOC Scalable HeterOgeneous Computing 2020-04-17Target: OpenCL - Benchmark: Texture Read BandwidthTITAN RTXRTX 3090RTX 3080RTX 3070RTX 3060 TiRTX 3060RTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 20605001000150020002500SE +/- 4.50, N = 3SE +/- 5.35, N = 3SE +/- 6.23, N = 3SE +/- 6.27, N = 4SE +/- 3.31, N = 4SE +/- 0.91, N = 4SE +/- 3.03, N = 3SE +/- 1.33, N = 3SE +/- 3.05, N = 3SE +/- 1.35, N = 3SE +/- 3.12, N = 3SE +/- 0.63, N = 4SE +/- 1.41, N = 31169.722237.772204.202121.562119.251256.431187.961165.161114.901133.931064.281106.301035.421. (CXX) g++ options: -O2 -lSHOCCommonMPI -lSHOCCommonOpenCL -lSHOCCommon -lOpenCL -lrt -pthread -lmpi_cxx -lmpi

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 - sCOPYTITAN RTXRTX 3090RTX 3080RTX 3070RTX 3060 TiRTX 3060RTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 206080160240320400SE +/- 1.86, N = 3SE +/- 1.20, N = 3SE +/- 3.42, N = 6SE +/- 0.88, N = 3SE +/- 3.34, N = 4SE +/- 3.18, N = 3SE +/- 0.58, N = 3SE +/- 0.67, N = 3SE +/- 0.88, N = 32963663502942922713082882792812712772191. (CXX) g++ options: -fopenmp -O3 -rdynamic -lOpenCL

OpenBenchmarking.orgGB/s, More Is BetterViennaCL 1.7.1Test: OpenCL BLAS - sAXPYTITAN RTXRTX 3090RTX 3080RTX 3070RTX 3060 TiRTX 3060RTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060110220330440550SE +/- 1.15, N = 3SE +/- 0.33, N = 3SE +/- 3.40, N = 6SE +/- 4.00, N = 4SE +/- 0.33, N = 3SE +/- 0.33, N = 3SE +/- 0.33, N = 3SE +/- 0.33, N = 33895044683573573024053283173253213292531. (CXX) g++ options: -fopenmp -O3 -rdynamic -lOpenCL

OpenBenchmarking.orgGB/s, More Is BetterViennaCL 1.7.1Test: OpenCL BLAS - sDOTTITAN RTXRTX 3090RTX 3080RTX 3070RTX 3060 TiRTX 3060RTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 206080160240320400SE +/- 0.33, N = 3SE +/- 0.89, N = 6SE +/- 0.88, N = 3SE +/- 3.42, N = 43053753733263242893222502502612602632121. (CXX) g++ options: -fopenmp -O3 -rdynamic -lOpenCL

OpenBenchmarking.orgGB/s, More Is BetterViennaCL 1.7.1Test: OpenCL BLAS - dCOPYTITAN RTXRTX 3090RTX 3080RTX 3070RTX 3060 TiRTX 3060RTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060130260390520650SE +/- 0.58, N = 3SE +/- 5.54, N = 6SE +/- 0.33, N = 3SE +/- 3.75, N = 4SE +/- 0.33, N = 3SE +/- 0.33, N = 34776075473653623114784043703663673682801. (CXX) g++ options: -fopenmp -O3 -rdynamic -lOpenCL

OpenBenchmarking.orgGB/s, More Is BetterViennaCL 1.7.1Test: OpenCL BLAS - dAXPYTITAN RTXRTX 3090RTX 3080RTX 3070RTX 3060 TiRTX 3060RTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060160320480640800SE +/- 2.50, N = 4SE +/- 0.33, N = 35207226303963993255184273883863883882911. (CXX) g++ options: -fopenmp -O3 -rdynamic -lOpenCL

OpenBenchmarking.orgGB/s, More Is BetterViennaCL 1.7.1Test: OpenCL BLAS - dDOTTITAN RTXRTX 3090RTX 3080RTX 3070RTX 3060 TiRTX 3060RTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060140280420560700SE +/- 1.00, N = 3SE +/- 6.17, N = 6SE +/- 0.33, N = 3SE +/- 1.53, N = 3SE +/- 0.33, N = 3SE +/- 0.67, N = 3SE +/- 0.33, N = 35166505923973983285214404044034024033081. (CXX) g++ options: -fopenmp -O3 -rdynamic -lOpenCL

OpenBenchmarking.orgGFLOPs/s, More Is BetterViennaCL 1.7.1Test: OpenCL BLAS - dGEMM-NNTITAN RTXRTX 3090RTX 3080RTX 3070RTX 3060 TiRTX 3060RTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060130260390520650SE +/- 2.73, N = 3SE +/- 1.86, N = 3SE +/- 5.20, N = 6SE +/- 0.67, N = 3SE +/- 1.00, N = 3SE +/- 3.09, N = 4SE +/- 2.00, N = 2SE +/- 1.67, N = 3SE +/- 2.19, N = 3SE +/- 0.88, N = 3SE +/- 0.33, N = 3SE +/- 1.00, N = 24746014943422932014763573292912552492201. (CXX) g++ options: -fopenmp -O3 -rdynamic -lOpenCL

OpenBenchmarking.orgGFLOPs/s, More Is BetterViennaCL 1.7.1Test: OpenCL BLAS - dGEMM-NTTITAN RTXRTX 3090RTX 3080RTX 3070RTX 3060 TiRTX 3060RTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060130260390520650SE +/- 2.65, N = 3SE +/- 1.33, N = 3SE +/- 3.18, N = 6SE +/- 5.50, N = 2SE +/- 2.00, N = 2SE +/- 1.67, N = 3SE +/- 1.86, N = 3SE +/- 0.88, N = 34686035013412921994733523272902542482171. (CXX) g++ options: -fopenmp -O3 -rdynamic -lOpenCL

OpenBenchmarking.orgGFLOPs/s, More Is BetterViennaCL 1.7.1Test: OpenCL BLAS - dGEMM-TNTITAN RTXRTX 3090RTX 3080RTX 3070RTX 3060 TiRTX 3060RTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPER130260390520650SE +/- 8.00, N = 2SE +/- 1.33, N = 3SE +/- 3.40, N = 6SE +/- 0.67, N = 3SE +/- 1.00, N = 3SE +/- 3.67, N = 3SE +/- 1.00, N = 3SE +/- 1.67, N = 3SE +/- 1.15, N = 34565994973412921994833573322932522491. (CXX) g++ options: -fopenmp -O3 -rdynamic -lOpenCL

OpenBenchmarking.orgGFLOPs/s, More Is BetterViennaCL 1.7.1Test: OpenCL BLAS - dGEMM-TTTITAN RTXRTX 3090RTX 3080RTX 3060RTX 2080 SUPERRTX 2080130260390520650SE +/- 4.50, N = 2SE +/- 8.15, N = 44726004921943543241. (CXX) g++ options: -fopenmp -O3 -rdynamic -lOpenCL

VkResample

VkResample is a Vulkan-based image upscaling library based on VkFFT. The sample input file is upscaling a 4K image to 8K using Vulkan-based GPU acceleration. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgms, Fewer Is BetterVkResample 1.0Upscale: 2x - Precision: DoubleTITAN RTXRTX 3090RTX 3080RTX 3070RTX 3060 TiRTX 3060RTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 206080160240320400SE +/- 1.08, N = 3SE +/- 0.08, N = 3SE +/- 0.24, N = 3SE +/- 0.28, N = 3SE +/- 0.83, N = 3SE +/- 0.28, N = 3SE +/- 0.19, N = 3SE +/- 0.12, N = 3SE +/- 0.24, N = 3SE +/- 0.02, N = 3SE +/- 1.78, N = 3SE +/- 0.33, N = 3SE +/- 0.53, N = 3152.76122.90149.53223.67263.99377.59155.57215.02234.44263.37303.67309.02349.261. (CXX) g++ options: -O3 -pthread

OpenBenchmarking.orgms, Fewer Is BetterVkResample 1.0Upscale: 2x - Precision: SingleTITAN RTXRTX 3090RTX 3080RTX 3070RTX 3060 TiRTX 3060RTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060612182430SE +/- 0.022, N = 5SE +/- 0.010, N = 5SE +/- 0.136, N = 3SE +/- 0.004, N = 5SE +/- 0.010, N = 5SE +/- 0.096, N = 5SE +/- 0.021, N = 5SE +/- 0.013, N = 5SE +/- 0.017, N = 5SE +/- 0.016, N = 5SE +/- 0.025, N = 5SE +/- 0.031, N = 5SE +/- 0.040, N = 414.1829.27511.40417.51617.66923.35214.75817.43618.99419.50122.28422.24727.2221. (CXX) g++ options: -O3 -pthread

Waifu2x-NCNN Vulkan

Waifu2x-NCNN is an NCNN neural network implementation of the Waifu2x converter project and accelerated using the Vulkan API. NCNN is a high performance neural network inference framework optimized for mobile and other platforms developed by Tencent. This test profile times how long it takes to increase the resolution of a sample image with Vulkan. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterWaifu2x-NCNN Vulkan 20200818Scale: 2x - Denoise: 3 - TAA: YesTITAN RTXRTX 3090RTX 3080RTX 3070RTX 3060 TiRTX 3060RTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 20601.31672.63343.95015.26686.5835SE +/- 0.011, N = 8SE +/- 0.006, N = 9SE +/- 0.006, N = 3SE +/- 0.003, N = 8SE +/- 0.056, N = 15SE +/- 0.006, N = 7SE +/- 0.030, N = 8SE +/- 0.005, N = 8SE +/- 0.006, N = 8SE +/- 0.034, N = 7SE +/- 0.012, N = 7SE +/- 0.005, N = 7SE +/- 0.007, N = 74.0133.4513.6204.3074.5415.2593.9654.4374.6724.8905.3735.3825.852