stargazer-nvidia-test

2 x Intel Xeon E5-2640 v4 testing with a Supermicro X10DRG-O+-CPU v1.00 (2.0c BIOS) and MSI NVIDIA GeForce GTX 1080 Ti 11GB on Ubuntu 18.04 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 2103180-HA-STARGAZER99
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Performance Per
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Date
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  Test
  Duration
MSI NVIDIA GeForce GTX 1080 Ti
March 18
  4 Days, 3 Hours, 23 Minutes
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stargazer-nvidia-testOpenBenchmarking.orgPhoronix Test Suite 10.6.12 x Intel Xeon E5-2640 v4 @ 3.40GHz (20 Cores / 40 Threads)Supermicro X10DRG-O+-CPU v1.00 (2.0c BIOS)Intel Xeon E7 v4/Xeon24 x 32 GB DDR4-1600MT/s HMA84GR7AFR4N-UH1920GB INTEL SSDSC2KB01MSI NVIDIA GeForce GTX 1080 Ti 11GBNVIDIA GP102 HDMI Audio2 x Broadcom NetXtreme II BCM57810 10 + 2 x Intel I350Ubuntu 18.045.4.0-67-generic (x86_64)X ServerNVIDIAOpenCL 1.2 CUDA 11.2.1361.2.155GCC 7.5.0 + CUDA 11.1ext41024x768ProcessorMotherboardChipsetMemoryDiskGraphicsAudioNetworkOSKernelDisplay ServerDisplay DriverOpenCLVulkanCompilerFile-SystemScreen ResolutionStargazer-nvidia-test BenchmarksSystem Logs- Transparent Huge Pages: madvise- --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-bootstrap --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-gnu-unique-object --enable-languages=c,ada,c++,go,brig,d,fortran,objc,obj-c++ --enable-libmpx --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-targets=nvptx-none --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 --with-tune=generic --without-cuda-driver -v - Scaling Governor: intel_pstate powersave - CPU Microcode: 0xb000038- Python 2.7.17 + Python 3.6.9- itlb_multihit: KVM: Mitigation of Split huge pages + l1tf: Mitigation of PTE Inversion; VMX: conditional cache flushes SMT vulnerable + mds: Mitigation of Clear buffers; SMT vulnerable + meltdown: Mitigation of PTI + 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 generic retpoline IBPB: conditional IBRS_FW STIBP: conditional RSB filling + srbds: Not affected + tsx_async_abort: Mitigation of Clear buffers; SMT vulnerable

stargazer-nvidia-testmixbench: OpenCL - Integermixbench: NVIDIA CUDA - Integermixbench: OpenCL - Double Precisionmixbench: OpenCL - Single Precisionmixbench: NVIDIA CUDA - Half Precisionmixbench: NVIDIA CUDA - Double Precisionmixbench: NVIDIA CUDA - Single Precisionviennacl: OpenCL LU Factorizationcl-mem: Copycl-mem: Readcl-mem: Writefahbench: rodinia: OpenCL Particle Filterarrayfire: Conjugate Gradient OpenCLfinancebench: Black-Scholes OpenCLncnn: Vulkan GPU - mobilenetncnn: Vulkan GPU-v2-v2 - mobilenet-v2ncnn: Vulkan GPU-v3-v3 - mobilenet-v3ncnn: Vulkan GPU - shufflenet-v2ncnn: Vulkan GPU - mnasnetncnn: Vulkan GPU - efficientnet-b0ncnn: Vulkan GPU - blazefacencnn: Vulkan GPU - googlenetncnn: Vulkan GPU - vgg16ncnn: Vulkan GPU - resnet18ncnn: Vulkan GPU - alexnetncnn: Vulkan GPU - resnet50ncnn: Vulkan GPU - yolov4-tinyncnn: Vulkan GPU - squeezenet_ssdncnn: Vulkan GPU - regnety_400mclpeak: Integer Compute INTclpeak: Single-Precision Floatclpeak: Double-Precision Doubleclpeak: Global Memory BandwidthMSI NVIDIA GeForce GTX 1080 Ti3022.393337.10348.589440.16215.58427.4111702.3141.0898306.0367.3211.0190.60268.4663.43977.027166651.39355.69377.80322.05349.05489.13127.35457.54455.08363.46188.25826.70451.41537.264229.231279.947362.82423.70355.52OpenBenchmarking.org

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: IntegerMSI NVIDIA GeForce GTX 1080 Ti6001200180024003000SE +/- 71.53, N = 123022.391. (CXX) g++ options: -lm -lstdc++ -lOpenCL -lrt -O2

OpenBenchmarking.orgGIOPS, More Is BetterMixbench 2020-06-23Backend: NVIDIA CUDA - Benchmark: IntegerMSI NVIDIA GeForce GTX 1080 Ti7001400210028003500SE +/- 5.36, N = 33337.101. (CXX) g++ options: -lm -lstdc++ -lOpenCL -lrt -O2

OpenBenchmarking.orgGFLOPS, More Is BetterMixbench 2020-06-23Backend: OpenCL - Benchmark: Double PrecisionMSI NVIDIA GeForce GTX 1080 Ti80160240320400SE +/- 6.68, N = 15348.581. (CXX) g++ options: -lm -lstdc++ -lOpenCL -lrt -O2

OpenBenchmarking.orgGFLOPS, More Is BetterMixbench 2020-06-23Backend: OpenCL - Benchmark: Single PrecisionMSI NVIDIA GeForce GTX 1080 Ti2K4K6K8K10KSE +/- 225.98, N = 159440.161. (CXX) g++ options: -lm -lstdc++ -lOpenCL -lrt -O2

OpenBenchmarking.orgGFLOPS, More Is BetterMixbench 2020-06-23Backend: NVIDIA CUDA - Benchmark: Half PrecisionMSI NVIDIA GeForce GTX 1080 Ti50100150200250SE +/- 0.12, N = 3215.581. (CXX) g++ options: -lm -lstdc++ -lOpenCL -lrt -O2

OpenBenchmarking.orgGFLOPS, More Is BetterMixbench 2020-06-23Backend: NVIDIA CUDA - Benchmark: Double PrecisionMSI NVIDIA GeForce GTX 1080 Ti90180270360450SE +/- 0.94, N = 3427.411. (CXX) g++ options: -lm -lstdc++ -lOpenCL -lrt -O2

OpenBenchmarking.orgGFLOPS, More Is BetterMixbench 2020-06-23Backend: NVIDIA CUDA - Benchmark: Single PrecisionMSI NVIDIA GeForce GTX 1080 Ti3K6K9K12K15KSE +/- 94.68, N = 311702.311. (CXX) g++ options: -lm -lstdc++ -lOpenCL -lrt -O2

ViennaCL

ViennaCL is an open-source linear algebra library written in C++ and with support for OpenCL and OpenMP. This test profile uses ViennaCL OpenCL support and runs the included computational benchmark. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgGFLOPS, More Is BetterViennaCL 1.4.2OpenCL LU FactorizationMSI NVIDIA GeForce GTX 1080 Ti918273645SE +/- 0.76, N = 1541.091. (CXX) g++ options: -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: CopyMSI NVIDIA GeForce GTX 1080 Ti70140210280350SE +/- 0.10, N = 3306.01. (CC) gcc options: -O2 -flto -lOpenCL

OpenBenchmarking.orgGB/s, More Is Bettercl-mem 2017-01-13Benchmark: ReadMSI NVIDIA GeForce GTX 1080 Ti80160240320400SE +/- 0.37, N = 3367.31. (CC) gcc options: -O2 -flto -lOpenCL

OpenBenchmarking.orgGB/s, More Is Bettercl-mem 2017-01-13Benchmark: WriteMSI NVIDIA GeForce GTX 1080 Ti50100150200250SE +/- 2.38, N = 3211.01. (CC) gcc options: -O2 -flto -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 2.3.2MSI NVIDIA GeForce GTX 1080 Ti4080120160200SE +/- 2.00, N = 3190.60

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 FilterMSI NVIDIA GeForce GTX 1080 Ti246810SE +/- 0.080, N = 68.4661. (CXX) g++ options: -m64 -lm -lcuda -lcudart -lcudadevrt -lcudart_static -lrt -lpthread -ldl

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 OpenCLMSI NVIDIA GeForce GTX 1080 Ti0.77381.54762.32143.09523.869SE +/- 0.022, N = 33.4391. (CXX) g++ options: -rdynamic

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 OpenCLMSI NVIDIA GeForce GTX 1080 Ti20406080100SE +/- 8.68, N = 1277.031. (CXX) g++ options: -O3 -march=native -fopenmp

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: mobilenetMSI NVIDIA GeForce GTX 1080 Ti140280420560700SE +/- 175.62, N = 9651.39MIN: 24.83 / MAX: 2529.181. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU-v2-v2 - Model: mobilenet-v2MSI NVIDIA GeForce GTX 1080 Ti80160240320400SE +/- 193.36, N = 9355.69MIN: 9.22 / MAX: 2167.561. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU-v3-v3 - Model: mobilenet-v3MSI NVIDIA GeForce GTX 1080 Ti80160240320400SE +/- 196.61, N = 9377.80MIN: 8.13 / MAX: 2429.681. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU - Model: shufflenet-v2MSI NVIDIA GeForce GTX 1080 Ti70140210280350SE +/- 152.49, N = 9322.05MIN: 9.06 / MAX: 2212.141. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU - Model: mnasnetMSI NVIDIA GeForce GTX 1080 Ti80160240320400SE +/- 177.07, N = 9349.05MIN: 8.47 / MAX: 2348.591. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU - Model: efficientnet-b0MSI NVIDIA GeForce GTX 1080 Ti110220330440550SE +/- 210.61, N = 9489.13MIN: 11.4 / MAX: 2409.671. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU - Model: blazefaceMSI NVIDIA GeForce GTX 1080 Ti306090120150SE +/- 84.25, N = 9127.35MIN: 4.33 / MAX: 1156.971. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU - Model: googlenetMSI NVIDIA GeForce GTX 1080 Ti100200300400500SE +/- 199.92, N = 9457.54MIN: 21.92 / MAX: 3198.171. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU - Model: vgg16MSI NVIDIA GeForce GTX 1080 Ti100200300400500SE +/- 27.68, N = 9455.08MIN: 49.07 / MAX: 966.781. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU - Model: resnet18MSI NVIDIA GeForce GTX 1080 Ti80160240320400SE +/- 62.04, N = 9363.46MIN: 17.57 / MAX: 1420.751. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU - Model: alexnetMSI NVIDIA GeForce GTX 1080 Ti4080120160200SE +/- 27.13, N = 9188.25MIN: 12.25 / MAX: 482.51. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU - Model: resnet50MSI NVIDIA GeForce GTX 1080 Ti2004006008001000SE +/- 180.53, N = 9826.70MIN: 30.68 / MAX: 3046.931. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU - Model: yolov4-tinyMSI NVIDIA GeForce GTX 1080 Ti100200300400500SE +/- 66.15, N = 9451.41MIN: 38.22 / MAX: 1367.691. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU - Model: squeezenet_ssdMSI NVIDIA GeForce GTX 1080 Ti120240360480600SE +/- 156.67, N = 9537.26MIN: 28.19 / MAX: 2768.091. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU - Model: regnety_400mMSI NVIDIA GeForce GTX 1080 Ti9001800270036004500SE +/- 1659.34, N = 94229.23MIN: 48.3 / MAX: 20492.191. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

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 INTMSI NVIDIA GeForce GTX 1080 Ti30060090012001500SE +/- 203.28, N = 151279.941. (CXX) g++ options: -O3 -rdynamic -lOpenCL

OpenBenchmarking.orgGFLOPS, More Is BetterclpeakOpenCL Test: Single-Precision FloatMSI NVIDIA GeForce GTX 1080 Ti16003200480064008000SE +/- 1049.15, N = 127362.821. (CXX) g++ options: -O3 -rdynamic -lOpenCL

OpenBenchmarking.orgGFLOPS, More Is BetterclpeakOpenCL Test: Double-Precision DoubleMSI NVIDIA GeForce GTX 1080 Ti90180270360450SE +/- 4.67, N = 3423.701. (CXX) g++ options: -O3 -rdynamic -lOpenCL

OpenBenchmarking.orgGBPS, More Is BetterclpeakOpenCL Test: Global Memory BandwidthMSI NVIDIA GeForce GTX 1080 Ti80160240320400SE +/- 0.47, N = 3355.521. (CXX) g++ options: -O3 -rdynamic -lOpenCL