ngc rtx 3090

AMD Ryzen 9 5900X 12-Core testing with a ASUS ROG CROSSHAIR VIII HERO (3402 BIOS) and NVIDIA GeForce RTX 3090 24GB on Ubuntu 20.04 via the Phoronix Test Suite.

Compare your own system(s) to this result file with the Phoronix Test Suite by running the command: phoronix-test-suite benchmark 2104059-IB-NGCRTX30939
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BLAS (Basic Linear Algebra Sub-Routine) Tests 2 Tests
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ngc rtx 3090ProcessorMotherboardChipsetMemoryDiskGraphicsAudioMonitorNetworkOSKernelDesktopDisplay ServerDisplay DriverOpenGLOpenCLVulkanCompilerFile-SystemScreen Resolution123AMD 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 3090 24GBNVIDIA 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 11.2ext43840x2160OpenBenchmarking.orgKernel Details- Transparent Huge Pages: madviseCompiler Details- --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 Processor Details- Scaling Governor: acpi-cpufreq performance (Boost: Enabled) - CPU Microcode: 0xa201009 OpenCL Details- GPU Compute Cores: 10496Python Details- 1: Python 3.8.5Security Details- 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

123Result OverviewPhoronix Test Suite 10.8.0100%101%102%103%104%MixbenchVkFFTHashcatRealSR-NCNNWaifu2x-NCNN VulkanSHOC Scalable HeterOgeneous Computing

ngc rtx 3090vkfft: ncnn: Vulkan GPU - resnet18namd-cuda: ATPase Simulation - 327,506 Atomsncnn: Vulkan GPU - efficientnet-b0ncnn: Vulkan GPU - mnasnetncnn: Vulkan GPU - squeezenet_ssdncnn: Vulkan GPU-v3-v3 - mobilenet-v3ncnn: Vulkan GPU - vgg16viennacl: CPU BLAS - sDOTviennacl: CPU BLAS - dDOTviennacl: CPU BLAS - dCOPYncnn: Vulkan GPU - mobilenetarrayfire: Conjugate Gradient OpenCLshoc: OpenCL - GEMM SGEMM_Nbetsy: ETC1 - Highestncnn: Vulkan GPU-v2-v2 - mobilenet-v2luxcorerender-cl: Rainbow Colors and Prismblender: Classroom - NVIDIA OptiXncnn: Vulkan GPU - resnet50viennacl: CPU BLAS - dGEMM-NNluxcorerender-cl: LuxCore Benchmarkviennacl: OpenCL BLAS - sCOPYshoc: OpenCL - MD5 Hashviennacl: OpenCL BLAS - dGEMV-Tfinancebench: Black-Scholes OpenCLmandelgpu: GPUluxcorerender-cl: Foodhashcat: 7-Zipclpeak: Global Memory Bandwidthindigobench: OpenCL GPU - Supercarhashcat: TrueCrypt RIPEMD160 + XTSlczero: OpenCLviennacl: CPU BLAS - dGEMV-Nncnn: Vulkan GPU - googlenetrealsr-ncnn: 4x - Norodinia: OpenCL Particle Filtershoc: OpenCL - S3Dhashcat: SHA1viennacl: CPU BLAS - dGEMM-TTviennacl: CPU BLAS - dGEMM-TNshoc: OpenCL - Reductionv-ray: NVIDIA RTX GPUclpeak: Double-Precision Doublefahbench: ncnn: Vulkan GPU - yolov4-tinyshoc: OpenCL - Max SP Flopshashcat: MD5viennacl: CPU BLAS - dAXPYgromacs-gpu: Water Benchmarkluxcorerender-cl: DLSCviennacl: OpenCL BLAS - sDOTshoc: OpenCL - FFT SPhashcat: SHA-512ncnn: Vulkan GPU - shufflenet-v2viennacl: OpenCL BLAS - sAXPYblender: Barbershop - CUDAncnn: Vulkan GPU - alexnetviennacl: OpenCL BLAS - dGEMM-TNviennacl: OpenCL BLAS - dGEMM-NNrealsr-ncnn: 4x - Yesviennacl: OpenCL BLAS - dGEMM-NTclpeak: Integer Compute INTcl-mem: Writeviennacl: CPU BLAS - sCOPYviennacl: OpenCL BLAS - dDOTwaifu2x-ncnn: 2x - 3 - Yescl-mem: Copybetsy: ETC2 RGB - Highestviennacl: CPU BLAS - dGEMV-Tshoc: OpenCL - Texture Read Bandwidthviennacl: CPU BLAS - sAXPYshoc: OpenCL - Bus Speed Readbackblender: BMW27 - NVIDIA OptiXclpeak: Single-Precision Floatblender: Pabellon Barcelona - NVIDIA OptiXoctanebench: Total Scorecl-mem: Readvkresample: 2x - Doublencnn: Vulkan GPU - regnety_400mblender: BMW27 - CUDAshoc: OpenCL - Triadblender: Fishy Cat - NVIDIA OptiXblender: Fishy Cat - CUDAindigobench: OpenCL GPU - Bedroomvkresample: 2x - Singleblender: Pabellon Barcelona - CUDAblender: Barbershop - NVIDIA OptiXshoc: OpenCL - Bus Speed Downloadviennacl: OpenCL BLAS - dGEMM-TTv-ray: NVIDIA CUDA GPUblender: Classroom - CUDAviennacl: OpenCL BLAS - dGEMV-Nviennacl: OpenCL BLAS - dAXPYviennacl: OpenCL BLAS - dCOPYviennacl: CPU BLAS - dGEMM-NTredshift: ncnn: Vulkan GPU - blazefacemixbench: OpenCL - Single Precisionmixbench: OpenCL - Double Precisionmixbench: OpenCL - Integer1234368613.980.128845.694.1214.934.1155.2413643.822.812.781.4778202.753.0404.4226.1230.5224.7553.59.0836644.19343786.234466253751.54.701149333810.1252.9298469673914877.813.165.8663.743428.9162258323333355.356.7390.9572601654.89343.618221.9239924.96641323333333.49.64311.203752347.2128530333334.78504373.5011.0660160329.62360517922.35742.062.66503.439363.54.05483.22224.0191.626.35859.7635173.5746.68680.723023825.3122.79516.7518.3525.476420.4334.6020.8659.282120.48335.8926.3101196351.4223772260752.91411.8834053.47496.2920685.774319413.650.125995.574.0415.194.1856.1013843.222.512.921.4918272.773.0154.4526.2930.3324.6053.29.1336443.95883766.265468356717.84.681144667813.3752.7208458673899678.113.115.8673.729430.5122258570000055.156.5389.8992610657.03344.720621.9939799.66643286666733.39.67011.173742342.0828512666674.77503374.2111.0860060229.59860417951.73740.862.56513.444363.04.04983.12226.4791.526.38739.7735204.0746.72680.186086825.9122.87316.7418.3625.463420.4234.6120.8709.284120.49335.8726.3106605196351.4223772260752.91411.8334079.35467.5319683.19447508229.3344.018111471338491675.845429.95222665866667391.275666170333332344.26285736666729.5743.44025.469835867.33459.2620677.83OpenBenchmarking.org

VkFFT

VkFFT is a Fast Fourier Transform (FFT) Library that is GPU accelerated by means of the Vulkan API. The VkFFT benchmark runs FFT performance differences of many different sizes before returning an overall benchmark score. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgBenchmark Score, More Is BetterVkFFT 1.1.131210K20K30K40K50KSE +/- 562.76, N = 3SE +/- 463.57, N = 5SE +/- 334.75, N = 34475043686431941. (CXX) g++ options: -O3 -pthread
OpenBenchmarking.orgBenchmark Score, More Is BetterVkFFT 1.1.13128K16K24K32K40KMin: 44109 / Avg: 44750.33 / Max: 45872Min: 41891 / Avg: 43686 / Max: 44579Min: 42574 / Avg: 43193.67 / Max: 437231. (CXX) g++ options: -O3 -pthread

NCNN

NCNN is a high performance neural network inference framework optimized for mobile and other platforms developed by Tencent. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU - Model: resnet182148121620SE +/- 0.16, N = 3SE +/- 0.05, N = 313.6513.98MIN: 12.7 / MAX: 30.04MIN: 12.86 / MAX: 46.721. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU - Model: resnet182148121620Min: 13.34 / Avg: 13.65 / Max: 13.84Min: 13.92 / Avg: 13.98 / Max: 14.081. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

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 Atoms210.0290.0580.0870.1160.145SE +/- 0.00057, N = 3SE +/- 0.00063, N = 30.125990.12884
OpenBenchmarking.orgdays/ns, Fewer Is BetterNAMD CUDA 2.14ATPase Simulation - 327,506 Atoms2112345Min: 0.12 / Avg: 0.13 / Max: 0.13Min: 0.13 / Avg: 0.13 / Max: 0.13

NCNN

NCNN is a high performance neural network inference framework optimized for mobile and other platforms developed by Tencent. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU - Model: efficientnet-b0211.28032.56063.84095.12126.4015SE +/- 0.05, N = 3SE +/- 0.06, N = 35.575.69MIN: 5.16 / MAX: 23.76MIN: 5.25 / MAX: 7.811. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU - Model: efficientnet-b021246810Min: 5.47 / Avg: 5.57 / Max: 5.66Min: 5.58 / Avg: 5.69 / Max: 5.781. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU - Model: mnasnet210.9271.8542.7813.7084.635SE +/- 0.13, N = 3SE +/- 0.00, N = 34.044.12MIN: 3.67 / MAX: 25.57MIN: 3.76 / MAX: 27.781. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU - Model: mnasnet21246810Min: 3.87 / Avg: 4.04 / Max: 4.3Min: 4.12 / Avg: 4.12 / Max: 4.121. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU - Model: squeezenet_ssd1248121620SE +/- 0.18, N = 3SE +/- 0.13, N = 314.9315.19MIN: 13.47 / MAX: 53.36MIN: 13.88 / MAX: 66.941. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU - Model: squeezenet_ssd1248121620Min: 14.57 / Avg: 14.93 / Max: 15.15Min: 14.96 / Avg: 15.19 / Max: 15.41. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU-v3-v3 - Model: mobilenet-v3120.94051.8812.82153.7624.7025SE +/- 0.05, N = 3SE +/- 0.04, N = 34.114.18MIN: 3.79 / MAX: 6MIN: 3.89 / MAX: 28.811. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU-v3-v3 - Model: mobilenet-v312246810Min: 4.04 / Avg: 4.11 / Max: 4.2Min: 4.11 / Avg: 4.18 / Max: 4.261. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU - Model: vgg16121326395265SE +/- 0.23, N = 3SE +/- 0.20, N = 355.2456.10MIN: 51.44 / MAX: 87.52MIN: 51.69 / MAX: 136.041. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU - Model: vgg16121122334455Min: 55.01 / Avg: 55.24 / Max: 55.69Min: 55.72 / Avg: 56.1 / Max: 56.421. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

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: CPU BLAS - sDOT21306090120150SE +/- 3.18, N = 3SE +/- 1.67, N = 31381361. (CXX) g++ options: -fopenmp -O3 -rdynamic -lOpenCL
OpenBenchmarking.orgGB/s, More Is BetterViennaCL 1.7.1Test: CPU BLAS - sDOT21306090120150Min: 132 / Avg: 138.33 / Max: 142Min: 133 / Avg: 136.33 / Max: 1381. (CXX) g++ options: -fopenmp -O3 -rdynamic -lOpenCL

OpenBenchmarking.orgGB/s, More Is BetterViennaCL 1.7.1Test: CPU BLAS - dDOT121020304050SE +/- 0.84, N = 3SE +/- 1.32, N = 343.843.21. (CXX) g++ options: -fopenmp -O3 -rdynamic -lOpenCL
OpenBenchmarking.orgGB/s, More Is BetterViennaCL 1.7.1Test: CPU BLAS - dDOT12918273645Min: 42.1 / Avg: 43.77 / Max: 44.8Min: 40.6 / Avg: 43.23 / Max: 44.71. (CXX) g++ options: -fopenmp -O3 -rdynamic -lOpenCL

OpenBenchmarking.orgGB/s, More Is BetterViennaCL 1.7.1Test: CPU BLAS - dCOPY12510152025SE +/- 0.17, N = 3SE +/- 0.63, N = 322.822.51. (CXX) g++ options: -fopenmp -O3 -rdynamic -lOpenCL
OpenBenchmarking.orgGB/s, More Is BetterViennaCL 1.7.1Test: CPU BLAS - dCOPY12510152025Min: 22.5 / Avg: 22.8 / Max: 23.1Min: 21.3 / Avg: 22.53 / Max: 23.41. (CXX) g++ options: -fopenmp -O3 -rdynamic -lOpenCL

NCNN

NCNN is a high performance neural network inference framework optimized for mobile and other platforms developed by Tencent. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU - Model: mobilenet123691215SE +/- 0.14, N = 3SE +/- 0.09, N = 312.7812.92MIN: 11.91 / MAX: 28.97MIN: 12.1 / MAX: 29.151. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU - Model: mobilenet1248121620Min: 12.52 / Avg: 12.78 / Max: 12.99Min: 12.74 / Avg: 12.92 / Max: 13.021. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

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 OpenCL120.33550.6711.00651.3421.6775SE +/- 0.003, N = 3SE +/- 0.003, N = 31.4771.4911. (CXX) g++ options: -rdynamic
OpenBenchmarking.orgms, Fewer Is BetterArrayFire 3.7Test: Conjugate Gradient OpenCL12246810Min: 1.47 / Avg: 1.48 / Max: 1.48Min: 1.49 / Avg: 1.49 / Max: 1.491. (CXX) g++ options: -rdynamic

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: GEMM SGEMM_N2312K4K6K8K10KSE +/- 86.21, N = 4SE +/- 65.52, N = 3SE +/- 88.75, N = 48272.778229.338202.751. (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_N23114002800420056007000Min: 8119.35 / Avg: 8272.77 / Max: 8519.7Min: 8101.42 / Avg: 8229.33 / Max: 8317.95Min: 8011.53 / Avg: 8202.75 / Max: 8421.261. (CXX) g++ options: -O2 -lSHOCCommonMPI -lSHOCCommonOpenCL -lSHOCCommon -lOpenCL -lrt -pthread -lmpi_cxx -lmpi

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: Highest210.6841.3682.0522.7363.42SE +/- 0.016, N = 3SE +/- 0.014, N = 33.0153.0401. (CXX) g++ options: -O3 -O2 -lpthread -ldl
OpenBenchmarking.orgSeconds, Fewer Is BetterBetsy GPU Compressor 1.1 BetaCodec: ETC1 - Quality: Highest21246810Min: 3 / Avg: 3.02 / Max: 3.05Min: 3.02 / Avg: 3.04 / Max: 3.071. (CXX) g++ options: -O3 -O2 -lpthread -ldl

NCNN

NCNN is a high performance neural network inference framework optimized for mobile and other platforms developed by Tencent. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU-v2-v2 - Model: mobilenet-v2121.00132.00263.00394.00525.0065SE +/- 0.04, N = 3SE +/- 0.07, N = 34.424.45MIN: 4.08 / MAX: 17.92MIN: 4.12 / MAX: 6.861. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU-v2-v2 - Model: mobilenet-v212246810Min: 4.37 / Avg: 4.42 / Max: 4.5Min: 4.37 / Avg: 4.45 / Max: 4.61. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

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: Rainbow Colors and Prism21612182430SE +/- 0.03, N = 3SE +/- 0.08, N = 326.2926.12MIN: 23.57 / MAX: 27.71MIN: 23.66 / MAX: 27.71
OpenBenchmarking.orgM samples/sec, More Is BetterLuxCoreRender OpenCL 2.3Scene: Rainbow Colors and Prism21612182430Min: 26.25 / Avg: 26.29 / Max: 26.34Min: 25.97 / Avg: 26.12 / Max: 26.25

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: Classroom - Compute: NVIDIA OptiX21714212835SE +/- 0.15, N = 3SE +/- 0.08, N = 330.3330.52
OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.92Blend File: Classroom - Compute: NVIDIA OptiX21714212835Min: 30.07 / Avg: 30.33 / Max: 30.59Min: 30.36 / Avg: 30.52 / Max: 30.63

NCNN

NCNN is a high performance neural network inference framework optimized for mobile and other platforms developed by Tencent. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU - Model: resnet5021612182430SE +/- 0.05, N = 3SE +/- 0.24, N = 324.6024.75MIN: 23.3 / MAX: 51.24MIN: 22.52 / MAX: 45.661. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU - Model: resnet5021612182430Min: 24.5 / Avg: 24.6 / Max: 24.68Min: 24.28 / Avg: 24.75 / Max: 25.071. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

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.orgGFLOPs/s, More Is BetterViennaCL 1.7.1Test: CPU BLAS - dGEMM-NN121224364860SE +/- 0.64, N = 3SE +/- 0.75, N = 353.553.21. (CXX) g++ options: -fopenmp -O3 -rdynamic -lOpenCL
OpenBenchmarking.orgGFLOPs/s, More Is BetterViennaCL 1.7.1Test: CPU BLAS - dGEMM-NN121122334455Min: 52.4 / Avg: 53.53 / Max: 54.6Min: 51.9 / Avg: 53.23 / Max: 54.51. (CXX) g++ options: -fopenmp -O3 -rdynamic -lOpenCL

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: LuxCore Benchmark213691215SE +/- 0.06, N = 3SE +/- 0.07, N = 39.139.08MIN: 0.23 / MAX: 10.53MIN: 0.23 / MAX: 10.56
OpenBenchmarking.orgM samples/sec, More Is BetterLuxCoreRender OpenCL 2.3Scene: LuxCore Benchmark213691215Min: 9.01 / Avg: 9.13 / Max: 9.2Min: 8.99 / Avg: 9.08 / Max: 9.21

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 - sCOPY1280160240320400SE +/- 0.67, N = 33663641. (CXX) g++ options: -fopenmp -O3 -rdynamic -lOpenCL
OpenBenchmarking.orgGB/s, More Is BetterViennaCL 1.7.1Test: OpenCL BLAS - sCOPY1270140210280350Min: 363 / Avg: 363.67 / Max: 3651. (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.orgGHash/s, More Is BetterSHOC Scalable HeterOgeneous Computing 2020-04-17Target: OpenCL - Benchmark: MD5 Hash1321020304050SE +/- 0.12, N = 3SE +/- 0.18, N = 3SE +/- 0.00, N = 344.1944.0243.961. (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 Hash132918273645Min: 43.96 / Avg: 44.19 / Max: 44.31Min: 43.74 / Avg: 44.02 / Max: 44.35Min: 43.96 / Avg: 43.96 / Max: 43.961. (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 - dGEMV-T1280160240320400SE +/- 0.67, N = 33783761. (CXX) g++ options: -fopenmp -O3 -rdynamic -lOpenCL
OpenBenchmarking.orgGB/s, More Is BetterViennaCL 1.7.1Test: OpenCL BLAS - dGEMV-T1270140210280350Min: 375 / Avg: 376.33 / Max: 3771. (CXX) g++ options: -fopenmp -O3 -rdynamic -lOpenCL

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 OpenCL12246810SE +/- 0.020, N = 3SE +/- 0.003, N = 36.2346.2651. (CXX) g++ options: -O3 -march=native -fopenmp
OpenBenchmarking.orgms, Fewer Is BetterFinanceBench 2016-07-25Benchmark: Black-Scholes OpenCL123691215Min: 6.2 / Avg: 6.23 / Max: 6.26Min: 6.26 / Avg: 6.27 / Max: 6.271. (CXX) g++ options: -O3 -march=native -fopenmp

MandelGPU

MandelGPU is an OpenCL benchmark and this test runs with the OpenCL rendering float4 kernel with a maximum of 4096 iterations. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSamples/sec, More Is BetterMandelGPU 1.3pts1OpenCL Device: GPU21100M200M300M400M500MSE +/- 4569465.07, N = 5SE +/- 4478729.17, N = 3468356717.8466253751.51. (CC) gcc options: -O3 -lm -ftree-vectorize -funroll-loops -lglut -lOpenCL -lGL
OpenBenchmarking.orgSamples/sec, More Is BetterMandelGPU 1.3pts1OpenCL Device: GPU2180M160M240M320M400MMin: 458726994.9 / Avg: 468356717.76 / Max: 485499437.3Min: 459849231.4 / Avg: 466253751.53 / Max: 474879445.61. (CC) gcc options: -O3 -lm -ftree-vectorize -funroll-loops -lglut -lOpenCL -lGL

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: Food121.05752.1153.17254.235.2875SE +/- 0.05, N = 3SE +/- 0.04, N = 34.704.68MIN: 0.33 / MAX: 5.9MIN: 0.3 / MAX: 5.88
OpenBenchmarking.orgM samples/sec, More Is BetterLuxCoreRender OpenCL 2.3Scene: Food12246810Min: 4.6 / Avg: 4.7 / Max: 4.78Min: 4.61 / Avg: 4.68 / Max: 4.75

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: 7-Zip132200K400K600K800K1000KSE +/- 1071.34, N = 3SE +/- 3069.38, N = 3SE +/- 3483.45, N = 3114933311471331144667
OpenBenchmarking.orgH/s, More Is BetterHashcat 6.1.1Benchmark: 7-Zip132200K400K600K800K1000KMin: 1147400 / Avg: 1149333.33 / Max: 1151100Min: 1141400 / Avg: 1147133.33 / Max: 1151900Min: 1138300 / Avg: 1144666.67 / Max: 1150300

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 Bandwidth212004006008001000SE +/- 0.07, N = 3SE +/- 3.33, N = 3813.37810.121. (CXX) g++ options: -O3 -rdynamic -lOpenCL
OpenBenchmarking.orgGBPS, More Is BetterclpeakOpenCL Test: Global Memory Bandwidth21140280420560700Min: 813.22 / Avg: 813.37 / Max: 813.44Min: 803.46 / Avg: 810.12 / Max: 813.491. (CXX) g++ options: -O3 -rdynamic -lOpenCL

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: Supercar121224364860SE +/- 0.01, N = 3SE +/- 0.04, N = 352.9352.72
OpenBenchmarking.orgM samples/s, More Is BetterIndigoBench 4.4Acceleration: OpenCL GPU - Scene: Supercar121122334455Min: 52.9 / Avg: 52.93 / Max: 52.94Min: 52.64 / Avg: 52.72 / Max: 52.78

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: TrueCrypt RIPEMD160 + XTS312200K400K600K800K1000KSE +/- 883.80, N = 3SE +/- 1168.09, N = 3SE +/- 88.19, N = 3849167846967845867
OpenBenchmarking.orgH/s, More Is BetterHashcat 6.1.1Benchmark: TrueCrypt RIPEMD160 + XTS312150K300K450K600K750KMin: 848000 / Avg: 849166.67 / Max: 850900Min: 845700 / Avg: 846966.67 / Max: 849300Min: 845700 / Avg: 845866.67 / Max: 846000

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: OpenCL128K16K24K32K40KSE +/- 165.32, N = 3SE +/- 192.20, N = 339148389961. (CXX) g++ options: -flto -pthread
OpenBenchmarking.orgNodes Per Second, More Is BetterLeelaChessZero 0.26Backend: OpenCL127K14K21K28K35KMin: 38818 / Avg: 39148.33 / Max: 39326Min: 38612 / Avg: 38996 / Max: 392031. (CXX) g++ options: -flto -pthread

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: CPU BLAS - dGEMV-N2120406080100SE +/- 0.26, N = 3SE +/- 0.26, N = 378.177.81. (CXX) g++ options: -fopenmp -O3 -rdynamic -lOpenCL
OpenBenchmarking.orgGB/s, More Is BetterViennaCL 1.7.1Test: CPU BLAS - dGEMV-N211530456075Min: 77.6 / Avg: 78.07 / Max: 78.5Min: 77.4 / Avg: 77.8 / Max: 78.31. (CXX) g++ options: -fopenmp -O3 -rdynamic -lOpenCL

NCNN

NCNN is a high performance neural network inference framework optimized for mobile and other platforms developed by Tencent. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU - Model: googlenet213691215SE +/- 0.08, N = 3SE +/- 0.18, N = 313.1113.16MIN: 11.82 / MAX: 48.41MIN: 12.01 / MAX: 35.571. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU - Model: googlenet2148121620Min: 12.99 / Avg: 13.11 / Max: 13.26Min: 12.86 / Avg: 13.16 / Max: 13.491. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

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: No3121.32012.64023.96035.28046.6005SE +/- 0.079, N = 3SE +/- 0.079, N = 3SE +/- 0.071, N = 45.8455.8665.867
OpenBenchmarking.orgSeconds, Fewer Is BetterRealSR-NCNN 20200818Scale: 4x - TAA: No312246810Min: 5.76 / Avg: 5.85 / Max: 6Min: 5.79 / Avg: 5.87 / Max: 6.02Min: 5.78 / Avg: 5.87 / Max: 6.08

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 Filter210.84221.68442.52663.36884.211SE +/- 0.012, N = 3SE +/- 0.027, N = 33.7293.7431. (CXX) g++ options: -m64 -lm -lcuda -lcudart -lcudadevrt -lcudart_static -lrt -lpthread -ldl
OpenBenchmarking.orgSeconds, Fewer Is BetterRodinia 3.1Test: OpenCL Particle Filter21246810Min: 3.71 / Avg: 3.73 / Max: 3.75Min: 3.7 / Avg: 3.74 / Max: 3.81. (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: S3D23190180270360450SE +/- 0.47, N = 3SE +/- 1.17, N = 3SE +/- 0.34, N = 3430.51429.95428.921. (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: S3D23180160240320400Min: 429.95 / Avg: 430.51 / Max: 431.45Min: 427.72 / Avg: 429.95 / Max: 431.66Min: 428.23 / Avg: 428.92 / Max: 429.261. (CXX) g++ options: -O2 -lSHOCCommonMPI -lSHOCCommonOpenCL -lSHOCCommon -lOpenCL -lrt -pthread -lmpi_cxx -lmpi

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: SHA13215000M10000M15000M20000M25000MSE +/- 19772062.22, N = 3SE +/- 18693403.47, N = 3SE +/- 20398229.77, N = 3226658666672258570000022583233333
OpenBenchmarking.orgH/s, More Is BetterHashcat 6.1.1Benchmark: SHA13214000M8000M12000M16000M20000MMin: 22629500000 / Avg: 22665866666.67 / Max: 22697500000Min: 22559800000 / Avg: 22585700000 / Max: 22622000000Min: 22555800000 / Avg: 22583233333.33 / Max: 22623100000

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.orgGFLOPs/s, More Is BetterViennaCL 1.7.1Test: CPU BLAS - dGEMM-TT121224364860SE +/- 0.06, N = 3SE +/- 0.15, N = 355.355.11. (CXX) g++ options: -fopenmp -O3 -rdynamic -lOpenCL
OpenBenchmarking.orgGFLOPs/s, More Is BetterViennaCL 1.7.1Test: CPU BLAS - dGEMM-TT121122334455Min: 55.2 / Avg: 55.3 / Max: 55.4Min: 54.9 / Avg: 55.13 / Max: 55.41. (CXX) g++ options: -fopenmp -O3 -rdynamic -lOpenCL

OpenBenchmarking.orgGFLOPs/s, More Is BetterViennaCL 1.7.1Test: CPU BLAS - dGEMM-TN121326395265SE +/- 0.06, N = 3SE +/- 0.15, N = 356.756.51. (CXX) g++ options: -fopenmp -O3 -rdynamic -lOpenCL
OpenBenchmarking.orgGFLOPs/s, More Is BetterViennaCL 1.7.1Test: CPU BLAS - dGEMM-TN121122334455Min: 56.6 / Avg: 56.7 / Max: 56.8Min: 56.3 / Avg: 56.53 / Max: 56.81. (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: Reduction31280160240320400SE +/- 0.08, N = 3SE +/- 0.08, N = 3SE +/- 0.10, N = 3391.28390.96389.901. (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: Reduction31270140210280350Min: 391.16 / Avg: 391.28 / Max: 391.43Min: 390.84 / Avg: 390.96 / Max: 391.12Min: 389.71 / Avg: 389.9 / Max: 390.061. (CXX) g++ options: -O2 -lSHOCCommonMPI -lSHOCCommonOpenCL -lSHOCCommon -lOpenCL -lrt -pthread -lmpi_cxx -lmpi

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 GPU216001200180024003000SE +/- 8.62, N = 3SE +/- 6.17, N = 326102601
OpenBenchmarking.orgvrays, More Is BetterChaos Group V-RAY 5Mode: NVIDIA RTX GPU215001000150020002500Min: 2599 / Avg: 2610 / Max: 2627Min: 2589 / Avg: 2600.67 / Max: 2610

clpeak

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

OpenBenchmarking.orgGFLOPS, More Is BetterclpeakOpenCL Test: Double-Precision Double21140280420560700SE +/- 0.12, N = 3SE +/- 0.01, N = 3657.03654.891. (CXX) g++ options: -O3 -rdynamic -lOpenCL
OpenBenchmarking.orgGFLOPS, More Is BetterclpeakOpenCL Test: Double-Precision Double21120240360480600Min: 656.86 / Avg: 657.03 / Max: 657.26Min: 654.87 / Avg: 654.89 / Max: 654.921. (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 2.3.22170140210280350SE +/- 0.21, N = 3SE +/- 0.11, N = 3344.72343.62
OpenBenchmarking.orgNs Per Day, More Is BetterFAHBench 2.3.22160120180240300Min: 344.43 / Avg: 344.72 / Max: 345.13Min: 343.4 / Avg: 343.62 / Max: 343.76

NCNN

NCNN is a high performance neural network inference framework optimized for mobile and other platforms developed by Tencent. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU - Model: yolov4-tiny12510152025SE +/- 0.28, N = 3SE +/- 0.08, N = 321.9221.99MIN: 19.58 / MAX: 55.4MIN: 19.81 / MAX: 50.111. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU - Model: yolov4-tiny12510152025Min: 21.37 / Avg: 21.92 / Max: 22.3Min: 21.84 / Avg: 21.99 / Max: 22.121. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

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: Max SP Flops129K18K27K36K45KSE +/- 222.52, N = 3SE +/- 353.13, N = 339924.939799.61. (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: Max SP Flops127K14K21K28K35KMin: 39646.4 / Avg: 39924.93 / Max: 40364.8Min: 39267.6 / Avg: 39799.63 / Max: 40467.91. (CXX) g++ options: -O2 -lSHOCCommonMPI -lSHOCCommonOpenCL -lSHOCCommon -lOpenCL -lrt -pthread -lmpi_cxx -lmpi

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: MD532114000M28000M42000M56000M70000MSE +/- 55041388.47, N = 3SE +/- 75053099.72, N = 3SE +/- 73641979.27, N = 3666170333336643286666766413233333
OpenBenchmarking.orgH/s, More Is BetterHashcat 6.1.1Benchmark: MD532112000M24000M36000M48000M60000MMin: 66524100000 / Avg: 66617033333.33 / Max: 66714600000Min: 66353800000 / Avg: 66432866666.67 / Max: 66582900000Min: 66319100000 / Avg: 66413233333.33 / Max: 66558400000

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: CPU BLAS - dAXPY12816243240SE +/- 1.09, N = 3SE +/- 0.90, N = 333.433.31. (CXX) g++ options: -fopenmp -O3 -rdynamic -lOpenCL
OpenBenchmarking.orgGB/s, More Is BetterViennaCL 1.7.1Test: CPU BLAS - dAXPY12714212835Min: 31.2 / Avg: 33.37 / Max: 34.7Min: 31.5 / Avg: 33.3 / Max: 34.21. (CXX) g++ options: -fopenmp -O3 -rdynamic -lOpenCL

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 Benchmark213691215SE +/- 0.017, N = 3SE +/- 0.061, N = 39.6709.6431. (CXX) g++ options: -O3 -lpthread -ldl -lrt -lm
OpenBenchmarking.orgNs Per Day, More Is BetterGROMACS 2020.3Water Benchmark213691215Min: 9.64 / Avg: 9.67 / Max: 9.7Min: 9.52 / Avg: 9.64 / Max: 9.721. (CXX) g++ options: -O3 -lpthread -ldl -lrt -lm

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: DLSC123691215SE +/- 0.02, N = 3SE +/- 0.01, N = 311.2011.17MIN: 10.85 / MAX: 11.44MIN: 10.84 / MAX: 11.33
OpenBenchmarking.orgM samples/sec, More Is BetterLuxCoreRender OpenCL 2.3Scene: DLSC123691215Min: 11.17 / Avg: 11.2 / Max: 11.23Min: 11.15 / Avg: 11.17 / Max: 11.19

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 - sDOT1280160240320400SE +/- 0.88, N = 33753741. (CXX) g++ options: -fopenmp -O3 -rdynamic -lOpenCL
OpenBenchmarking.orgGB/s, More Is BetterViennaCL 1.7.1Test: OpenCL BLAS - sDOT1270140210280350Min: 374 / Avg: 375.33 / Max: 3771. (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.orgGFLOPS, More Is BetterSHOC Scalable HeterOgeneous Computing 2020-04-17Target: OpenCL - Benchmark: FFT SP1325001000150020002500SE +/- 1.05, N = 3SE +/- 2.35, N = 3SE +/- 1.31, N = 32347.212344.262342.081. (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 SP132400800120016002000Min: 2345.11 / Avg: 2347.21 / Max: 2348.26Min: 2341.04 / Avg: 2344.26 / Max: 2348.84Min: 2340.34 / Avg: 2342.08 / Max: 2344.641. (CXX) g++ options: -O2 -lSHOCCommonMPI -lSHOCCommonOpenCL -lSHOCCommon -lOpenCL -lrt -pthread -lmpi_cxx -lmpi

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: SHA-512312600M1200M1800M2400M3000MSE +/- 2834509.56, N = 3SE +/- 3284475.27, N = 3SE +/- 2406472.75, N = 3285736666728530333332851266667
OpenBenchmarking.orgH/s, More Is BetterHashcat 6.1.1Benchmark: SHA-512312500M1000M1500M2000M2500MMin: 2854000000 / Avg: 2857366666.67 / Max: 2863000000Min: 2849600000 / Avg: 2853033333.33 / Max: 2859600000Min: 2847600000 / Avg: 2851266666.67 / Max: 2855800000

NCNN

NCNN is a high performance neural network inference framework optimized for mobile and other platforms developed by Tencent. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU - Model: shufflenet-v2211.07552.1513.22654.3025.3775SE +/- 0.04, N = 3SE +/- 0.08, N = 34.774.78MIN: 4.53 / MAX: 6.88MIN: 4.44 / MAX: 5.971. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU - Model: shufflenet-v221246810Min: 4.73 / Avg: 4.77 / Max: 4.86Min: 4.65 / Avg: 4.78 / Max: 4.921. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

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 - sAXPY121102203304405505045031. (CXX) g++ options: -fopenmp -O3 -rdynamic -lOpenCL

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: Barbershop - Compute: CUDA1280160240320400SE +/- 0.19, N = 3SE +/- 0.37, N = 3373.50374.21
OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.92Blend File: Barbershop - Compute: CUDA1270140210280350Min: 373.11 / Avg: 373.5 / Max: 373.69Min: 373.56 / Avg: 374.21 / Max: 374.85

NCNN

NCNN is a high performance neural network inference framework optimized for mobile and other platforms developed by Tencent. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU - Model: alexnet123691215SE +/- 0.04, N = 3SE +/- 0.04, N = 311.0611.08MIN: 10.13 / MAX: 35.54MIN: 10.15 / MAX: 28.071. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU - Model: alexnet123691215Min: 10.97 / Avg: 11.06 / Max: 11.11Min: 11.03 / Avg: 11.08 / Max: 11.161. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

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.orgGFLOPs/s, More Is BetterViennaCL 1.7.1Test: OpenCL BLAS - dGEMM-TN12130260390520650SE +/- 1.33, N = 3SE +/- 1.53, N = 36016001. (CXX) g++ options: -fopenmp -O3 -rdynamic -lOpenCL
OpenBenchmarking.orgGFLOPs/s, More Is BetterViennaCL 1.7.1Test: OpenCL BLAS - dGEMM-TN12110220330440550Min: 598 / Avg: 600.67 / Max: 602Min: 597 / Avg: 600 / Max: 6021. (CXX) g++ options: -fopenmp -O3 -rdynamic -lOpenCL

OpenBenchmarking.orgGFLOPs/s, More Is BetterViennaCL 1.7.1Test: OpenCL BLAS - dGEMM-NN12130260390520650SE +/- 1.67, N = 3SE +/- 1.20, N = 36036021. (CXX) g++ options: -fopenmp -O3 -rdynamic -lOpenCL
OpenBenchmarking.orgGFLOPs/s, More Is BetterViennaCL 1.7.1Test: OpenCL BLAS - dGEMM-NN12110220330440550Min: 600 / Avg: 603.33 / Max: 605Min: 600 / Avg: 602.33 / Max: 6041. (CXX) g++ options: -fopenmp -O3 -rdynamic -lOpenCL

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: Yes321714212835SE +/- 0.04, N = 3SE +/- 0.05, N = 3SE +/- 0.04, N = 329.5729.6029.62
OpenBenchmarking.orgSeconds, Fewer Is BetterRealSR-NCNN 20200818Scale: 4x - TAA: Yes321714212835Min: 29.53 / Avg: 29.57 / Max: 29.65Min: 29.52 / Avg: 29.6 / Max: 29.7Min: 29.55 / Avg: 29.62 / Max: 29.69

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.orgGFLOPs/s, More Is BetterViennaCL 1.7.1Test: OpenCL BLAS - dGEMM-NT12130260390520650SE +/- 1.53, N = 3SE +/- 1.67, N = 36056041. (CXX) g++ options: -fopenmp -O3 -rdynamic -lOpenCL
OpenBenchmarking.orgGFLOPs/s, More Is BetterViennaCL 1.7.1Test: OpenCL BLAS - dGEMM-NT12110220330440550Min: 602 / Avg: 605 / Max: 607Min: 601 / Avg: 604.33 / Max: 6061. (CXX) g++ options: -fopenmp -O3 -rdynamic -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 INT214K8K12K16K20KSE +/- 168.52, N = 7SE +/- 138.19, N = 317951.7317922.351. (CXX) g++ options: -O3 -rdynamic -lOpenCL
OpenBenchmarking.orgGIOPS, More Is BetterclpeakOpenCL Test: Integer Compute INT213K6K9K12K15KMin: 17520.5 / Avg: 17951.73 / Max: 18669.37Min: 17646.85 / Avg: 17922.35 / Max: 18079.321. (CXX) g++ options: -O3 -rdynamic -lOpenCL

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: Write12160320480640800SE +/- 0.38, N = 3SE +/- 0.75, N = 3742.0740.81. (CC) gcc options: -O2 -flto -lOpenCL
OpenBenchmarking.orgGB/s, More Is Bettercl-mem 2017-01-13Benchmark: Write12130260390520650Min: 741.3 / Avg: 741.97 / Max: 742.6Min: 739.3 / Avg: 740.8 / Max: 741.61. (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: CPU BLAS - sCOPY121428425670SE +/- 0.49, N = 3SE +/- 0.61, N = 362.662.51. (CXX) g++ options: -fopenmp -O3 -rdynamic -lOpenCL
OpenBenchmarking.orgGB/s, More Is BetterViennaCL 1.7.1Test: CPU BLAS - sCOPY121224364860Min: 61.7 / Avg: 62.6 / Max: 63.4Min: 61.4 / Avg: 62.53 / Max: 63.51. (CXX) g++ options: -fopenmp -O3 -rdynamic -lOpenCL

OpenBenchmarking.orgGB/s, More Is BetterViennaCL 1.7.1Test: OpenCL BLAS - dDOT21140280420560700SE +/- 0.33, N = 36516501. (CXX) g++ options: -fopenmp -O3 -rdynamic -lOpenCL
OpenBenchmarking.orgGB/s, More Is BetterViennaCL 1.7.1Test: OpenCL BLAS - dDOT21110220330440550Min: 650 / Avg: 650.67 / Max: 6511. (CXX) g++ options: -fopenmp -O3 -rdynamic -lOpenCL

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: Yes1320.77491.54982.32473.09963.8745SE +/- 0.007, N = 3SE +/- 0.008, N = 3SE +/- 0.013, N = 33.4393.4403.444
OpenBenchmarking.orgSeconds, Fewer Is BetterWaifu2x-NCNN Vulkan 20200818Scale: 2x - Denoise: 3 - TAA: Yes132246810Min: 3.43 / Avg: 3.44 / Max: 3.45Min: 3.42 / Avg: 3.44 / Max: 3.45Min: 3.42 / Avg: 3.44 / Max: 3.46

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: Copy1280160240320400SE +/- 0.20, N = 3SE +/- 0.17, N = 3363.5363.01. (CC) gcc options: -O2 -flto -lOpenCL
OpenBenchmarking.orgGB/s, More Is Bettercl-mem 2017-01-13Benchmark: Copy1260120180240300Min: 363.3 / Avg: 363.5 / Max: 363.9Min: 362.7 / Avg: 363 / Max: 363.31. (CC) gcc options: -O2 -flto -lOpenCL

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: ETC2 RGB - Quality: Highest210.91221.82442.73663.64884.561SE +/- 0.017, N = 3SE +/- 0.029, N = 34.0494.0541. (CXX) g++ options: -O3 -O2 -lpthread -ldl
OpenBenchmarking.orgSeconds, Fewer Is BetterBetsy GPU Compressor 1.1 BetaCodec: ETC2 RGB - Quality: Highest21246810Min: 4.03 / Avg: 4.05 / Max: 4.08Min: 4 / Avg: 4.05 / Max: 4.11. (CXX) g++ options: -O3 -O2 -lpthread -ldl

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: CPU BLAS - dGEMV-T1220406080100SE +/- 0.12, N = 3SE +/- 0.47, N = 383.283.11. (CXX) g++ options: -fopenmp -O3 -rdynamic -lOpenCL
OpenBenchmarking.orgGB/s, More Is BetterViennaCL 1.7.1Test: CPU BLAS - dGEMV-T121632486480Min: 83 / Avg: 83.17 / Max: 83.4Min: 82.2 / Avg: 83.13 / Max: 83.61. (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 Bandwidth215001000150020002500SE +/- 2.17, N = 3SE +/- 2.03, N = 32226.472224.011. (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 Bandwidth21400800120016002000Min: 2223.86 / Avg: 2226.47 / Max: 2230.78Min: 2220.18 / Avg: 2224.01 / Max: 2227.081. (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: CPU BLAS - sAXPY1220406080100SE +/- 2.08, N = 3SE +/- 2.72, N = 391.691.51. (CXX) g++ options: -fopenmp -O3 -rdynamic -lOpenCL
OpenBenchmarking.orgGB/s, More Is BetterViennaCL 1.7.1Test: CPU BLAS - sAXPY1220406080100Min: 88 / Avg: 91.6 / Max: 95.2Min: 86.1 / Avg: 91.53 / Max: 94.31. (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: Bus Speed Readback21612182430SE +/- 0.01, N = 3SE +/- 0.02, N = 326.3926.361. (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: Bus Speed Readback21612182430Min: 26.37 / Avg: 26.39 / Max: 26.4Min: 26.33 / Avg: 26.36 / Max: 26.381. (CXX) g++ options: -O2 -lSHOCCommonMPI -lSHOCCommonOpenCL -lSHOCCommon -lOpenCL -lrt -pthread -lmpi_cxx -lmpi

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: NVIDIA OptiX123691215SE +/- 0.03, N = 3SE +/- 0.04, N = 39.769.77
OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.92Blend File: BMW27 - Compute: NVIDIA OptiX123691215Min: 9.72 / Avg: 9.76 / Max: 9.83Min: 9.7 / Avg: 9.77 / Max: 9.85

clpeak

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

OpenBenchmarking.orgGFLOPS, More Is BetterclpeakOpenCL Test: Single-Precision Float218K16K24K32K40KSE +/- 21.78, N = 3SE +/- 51.98, N = 335204.0735173.571. (CXX) g++ options: -O3 -rdynamic -lOpenCL
OpenBenchmarking.orgGFLOPS, More Is BetterclpeakOpenCL Test: Single-Precision Float216K12K18K24K30KMin: 35160.52 / Avg: 35204.07 / Max: 35226.3Min: 35069.61 / Avg: 35173.57 / Max: 35225.71. (CXX) g++ options: -O3 -rdynamic -lOpenCL

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: Pabellon Barcelona - Compute: NVIDIA OptiX121122334455SE +/- 0.12, N = 3SE +/- 0.08, N = 346.6846.72
OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.92Blend File: Pabellon Barcelona - Compute: NVIDIA OptiX121020304050Min: 46.43 / Avg: 46.68 / Max: 46.8Min: 46.57 / Avg: 46.72 / Max: 46.83

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 Score12150300450600750680.72680.19

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: Read212004006008001000SE +/- 0.67, N = 3SE +/- 0.52, N = 3825.9825.31. (CC) gcc options: -O2 -flto -lOpenCL
OpenBenchmarking.orgGB/s, More Is Bettercl-mem 2017-01-13Benchmark: Read21150300450600750Min: 824.8 / Avg: 825.9 / Max: 827.1Min: 824.4 / Avg: 825.33 / Max: 826.21. (CC) gcc options: -O2 -flto -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: Double12306090120150SE +/- 0.03, N = 3SE +/- 0.04, N = 3122.80122.871. (CXX) g++ options: -O3 -pthread
OpenBenchmarking.orgms, Fewer Is BetterVkResample 1.0Upscale: 2x - Precision: Double1220406080100Min: 122.75 / Avg: 122.8 / Max: 122.85Min: 122.8 / Avg: 122.87 / Max: 122.921. (CXX) g++ options: -O3 -pthread

NCNN

NCNN is a high performance neural network inference framework optimized for mobile and other platforms developed by Tencent. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU - Model: regnety_400m2148121620SE +/- 0.16, N = 3SE +/- 0.29, N = 316.7416.75MIN: 15.52 / MAX: 52.59MIN: 15.48 / MAX: 39.931. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU - Model: regnety_400m2148121620Min: 16.46 / Avg: 16.74 / Max: 17.02Min: 16.33 / Avg: 16.75 / Max: 17.321. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

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: CUDA12510152025SE +/- 0.03, N = 3SE +/- 0.02, N = 318.3518.36
OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.92Blend File: BMW27 - Compute: CUDA12510152025Min: 18.32 / Avg: 18.35 / Max: 18.41Min: 18.33 / Avg: 18.36 / Max: 18.39

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: Triad132612182430SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 325.4825.4725.461. (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: Triad132612182430Min: 25.47 / Avg: 25.48 / Max: 25.49Min: 25.46 / Avg: 25.47 / Max: 25.49Min: 25.45 / Avg: 25.46 / Max: 25.481. (CXX) g++ options: -O2 -lSHOCCommonMPI -lSHOCCommonOpenCL -lSHOCCommon -lOpenCL -lrt -pthread -lmpi_cxx -lmpi

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: Fishy Cat - Compute: NVIDIA OptiX21510152025SE +/- 0.03, N = 3SE +/- 0.01, N = 320.4220.43
OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.92Blend File: Fishy Cat - Compute: NVIDIA OptiX21510152025Min: 20.37 / Avg: 20.42 / Max: 20.46Min: 20.4 / Avg: 20.43 / Max: 20.44

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.92Blend File: Fishy Cat - Compute: CUDA12816243240SE +/- 0.01, N = 3SE +/- 0.01, N = 334.6034.61
OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.92Blend File: Fishy Cat - Compute: CUDA12714212835Min: 34.59 / Avg: 34.6 / Max: 34.62Min: 34.6 / Avg: 34.61 / Max: 34.62

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: Bedroom21510152025SE +/- 0.04, N = 3SE +/- 0.05, N = 320.8720.87
OpenBenchmarking.orgM samples/s, More Is BetterIndigoBench 4.4Acceleration: OpenCL GPU - Scene: Bedroom21510152025Min: 20.8 / Avg: 20.87 / Max: 20.93Min: 20.81 / Avg: 20.87 / Max: 20.96

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: Single123691215SE +/- 0.006, N = 3SE +/- 0.005, N = 39.2829.2841. (CXX) g++ options: -O3 -pthread
OpenBenchmarking.orgms, Fewer Is BetterVkResample 1.0Upscale: 2x - Precision: Single123691215Min: 9.27 / Avg: 9.28 / Max: 9.29Min: 9.27 / Avg: 9.28 / Max: 9.291. (CXX) g++ options: -O3 -pthread

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: Pabellon Barcelona - Compute: CUDA12306090120150SE +/- 0.05, N = 3SE +/- 0.07, N = 3120.48120.49
OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.92Blend File: Pabellon Barcelona - Compute: CUDA1220406080100Min: 120.39 / Avg: 120.48 / Max: 120.54Min: 120.35 / Avg: 120.49 / Max: 120.56

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.92Blend File: Barbershop - Compute: NVIDIA OptiX2170140210280350SE +/- 0.22, N = 3SE +/- 0.72, N = 3335.87335.89
OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.92Blend File: Barbershop - Compute: NVIDIA OptiX2160120180240300Min: 335.47 / Avg: 335.87 / Max: 336.22Min: 334.7 / Avg: 335.89 / Max: 337.18

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: Bus Speed Download21612182430SE +/- 0.03, N = 3SE +/- 0.03, N = 326.3126.311. (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: Bus Speed Download21612182430Min: 26.25 / Avg: 26.31 / Max: 26.34Min: 26.26 / Avg: 26.31 / Max: 26.341. (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.orgGFLOPs/s, More Is BetterViennaCL 1.7.1Test: OpenCL BLAS - dGEMM-TT2130260390520650SE +/- 0.50, N = 26051. (CXX) g++ options: -fopenmp -O3 -rdynamic -lOpenCL

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.orgvpaths, More Is BetterChaos Group V-RAY 5Mode: NVIDIA CUDA GPU2140080012001600200019631963

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: Classroom - Compute: CUDA121224364860SE +/- 0.04, N = 3SE +/- 0.05, N = 351.4251.42
OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.92Blend File: Classroom - Compute: CUDA121020304050Min: 51.33 / Avg: 51.42 / Max: 51.47Min: 51.33 / Avg: 51.42 / Max: 51.5

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 - dGEMV-N2150100150200250SE +/- 0.67, N = 3SE +/- 0.67, N = 32372371. (CXX) g++ options: -fopenmp -O3 -rdynamic -lOpenCL
OpenBenchmarking.orgGB/s, More Is BetterViennaCL 1.7.1Test: OpenCL BLAS - dGEMV-N214080120160200Min: 236 / Avg: 237.33 / Max: 238Min: 236 / Avg: 237.33 / Max: 2381. (CXX) g++ options: -fopenmp -O3 -rdynamic -lOpenCL

OpenBenchmarking.orgGB/s, More Is BetterViennaCL 1.7.1Test: OpenCL BLAS - dAXPY21160320480640800SE +/- 0.33, N = 3SE +/- 0.58, N = 37227221. (CXX) g++ options: -fopenmp -O3 -rdynamic -lOpenCL
OpenBenchmarking.orgGB/s, More Is BetterViennaCL 1.7.1Test: OpenCL BLAS - dAXPY21130260390520650Min: 721 / Avg: 721.67 / Max: 722Min: 721 / Avg: 722 / Max: 7231. (CXX) g++ options: -fopenmp -O3 -rdynamic -lOpenCL

OpenBenchmarking.orgGB/s, More Is BetterViennaCL 1.7.1Test: OpenCL BLAS - dCOPY21130260390520650SE +/- 0.67, N = 3SE +/- 0.67, N = 36076071. (CXX) g++ options: -fopenmp -O3 -rdynamic -lOpenCL
OpenBenchmarking.orgGB/s, More Is BetterViennaCL 1.7.1Test: OpenCL BLAS - dCOPY21110220330440550Min: 606 / Avg: 607.33 / Max: 608Min: 606 / Avg: 607.33 / Max: 6081. (CXX) g++ options: -fopenmp -O3 -rdynamic -lOpenCL

OpenBenchmarking.orgGFLOPs/s, More Is BetterViennaCL 1.7.1Test: CPU BLAS - dGEMM-NT211224364860SE +/- 0.18, N = 3SE +/- 0.34, N = 352.952.91. (CXX) g++ options: -fopenmp -O3 -rdynamic -lOpenCL
OpenBenchmarking.orgGFLOPs/s, More Is BetterViennaCL 1.7.1Test: CPU BLAS - dGEMM-NT211122334455Min: 52.6 / Avg: 52.87 / Max: 53.2Min: 52.2 / Avg: 52.87 / Max: 53.31. (CXX) g++ options: -fopenmp -O3 -rdynamic -lOpenCL

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 3.012306090120150SE +/- 0.67, N = 3SE +/- 0.67, N = 3141141
OpenBenchmarking.orgSeconds, Fewer Is BetterRedShift Demo 3.012306090120150Min: 140 / Avg: 140.67 / Max: 142Min: 140 / Avg: 140.67 / Max: 142

NCNN

NCNN is a high performance neural network inference framework optimized for mobile and other platforms developed by Tencent. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU - Model: blazeface210.4230.8461.2691.6922.115SE +/- 0.03, N = 3SE +/- 0.07, N = 31.831.88MIN: 1.72 / MAX: 2.92MIN: 1.74 / MAX: 3.191. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU - Model: blazeface21246810Min: 1.79 / Avg: 1.83 / Max: 1.88Min: 1.81 / Avg: 1.88 / Max: 2.021. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

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: OpenCL - Benchmark: Single Precision3218K16K24K32K40KSE +/- 623.98, N = 15SE +/- 17.98, N = 3SE +/- 22.01, N = 335867.3334079.3534053.471. (CXX) g++ options: -lm -lstdc++ -lOpenCL -lrt -O2
OpenBenchmarking.orgGFLOPS, More Is BetterMixbench 2020-06-23Backend: OpenCL - Benchmark: Single Precision3216K12K18K24K30KMin: 34028.31 / Avg: 35867.33 / Max: 39184.11Min: 34043.38 / Avg: 34079.35 / Max: 34097.33Min: 34028.31 / Avg: 34053.47 / Max: 34097.331. (CXX) g++ options: -lm -lstdc++ -lOpenCL -lrt -O2

OpenBenchmarking.orgGFLOPS, More Is BetterMixbench 2020-06-23Backend: OpenCL - Benchmark: Double Precision123110220330440550SE +/- 9.28, N = 15SE +/- 0.00, N = 3SE +/- 5.63, N = 3496.29467.53459.261. (CXX) g++ options: -lm -lstdc++ -lOpenCL -lrt -O2
OpenBenchmarking.orgGFLOPS, More Is BetterMixbench 2020-06-23Backend: OpenCL - Benchmark: Double Precision12390180270360450Min: 467.53 / Avg: 496.29 / Max: 548.25Min: 467.53 / Avg: 467.53 / Max: 467.54Min: 448.5 / Avg: 459.26 / Max: 467.531. (CXX) g++ options: -lm -lstdc++ -lOpenCL -lrt -O2

OpenBenchmarking.orgGIOPS, More Is BetterMixbench 2020-06-23Backend: OpenCL - Benchmark: Integer1324K8K12K16K20KSE +/- 8.12, N = 3SE +/- 13.56, N = 3SE +/- 404.51, N = 1220685.7720677.8319683.191. (CXX) g++ options: -lm -lstdc++ -lOpenCL -lrt -O2
OpenBenchmarking.orgGIOPS, More Is BetterMixbench 2020-06-23Backend: OpenCL - Benchmark: Integer1324K8K12K16K20KMin: 20676.49 / Avg: 20685.77 / Max: 20701.95Min: 20655.05 / Avg: 20677.83 / Max: 20701.95Min: 17455.85 / Avg: 19683.19 / Max: 20676.491. (CXX) g++ options: -lm -lstdc++ -lOpenCL -lrt -O2