20221123-desktop-pts-vulkan-compute

Intel Core i7-4960X testing with a Gigabyte X79-UP4 (F7 BIOS) and ASUS NVIDIA GeForce RTX 2070 8GB on Ubuntu 20.04 via the Phoronix Test Suite.

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Result
Identifier
Performance Per
Dollar
Date
Run
  Test
  Duration
ASUS NVIDIA GeForce RTX 2070
November 23 2022
  12 Hours, 1 Minute
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20221123-desktop-pts-vulkan-computeOpenBenchmarking.orgPhoronix Test SuiteIntel Core i7-4960X @ 4.00GHz (6 Cores / 12 Threads)Gigabyte X79-UP4 (F7 BIOS)Intel Xeon E7 v2/Xeon64GB1000GB Samsung SSD 970 EVO 1TB + 2 x 1000GB Samsung SSD 840 + 1024GB RTL9210B-CG + 960GB USB3.0 + 3001GB Western Digital WD30EZRX-00DASUS NVIDIA GeForce RTX 2070 8GB (1410/7000MHz)Realtek GenericLG TVIntel 82579LMUbuntu 20.045.15.0-46-generic (x86_64)GNOME Shell 3.36.9X Server 1.20.13NVIDIA 520.61.054.6.0OpenCL 1.2 pocl 1.4 +Asserts LLVM 9.0.1 RELOC SLEEF DISTRO POCL_DEBUG + OpenCL 3.0 CUDA 11.8.881.3.205GCC 9.4.0 + Clang 10.0.0-4ubuntu1 + CUDA 11.8ext45760x2160ProcessorMotherboardChipsetMemoryDiskGraphicsAudioMonitorNetworkOSKernelDesktopDisplay ServerDisplay DriverOpenGLOpenCLVulkanCompilerFile-SystemScreen Resolution20221123-desktop-pts-vulkan-compute BenchmarksSystem Logs- NVM_CD_FLAGS=-q- --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-Av3uEd/gcc-9-9.4.0/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: intel_cpufreq ondemand - CPU Microcode: 0x42e- Python 2.7.18 + Python 3.8.10- itlb_multihit: KVM: Mitigation of VMX disabled + l1tf: Mitigation of PTE Inversion; VMX: conditional cache flushes SMT vulnerable + mds: Mitigation of Clear buffers; SMT vulnerable + meltdown: Mitigation of PTI + mmio_stale_data: Not affected + retbleed: 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 Retpolines IBPB: conditional IBRS_FW STIBP: conditional RSB filling + srbds: Not affected + tsx_async_abort: Not affected

20221123-desktop-pts-vulkan-computevkpeak: fp32-scalarvkpeak: fp32-vec4vkpeak: fp16-scalarvkpeak: fp16-vec4vkpeak: fp64-scalarvkpeak: fp64-vec4vkpeak: int32-scalarvkpeak: int32-vec4vkpeak: int16-scalarvkpeak: int16-vec4realsr-ncnn: 4x - Norealsr-ncnn: 4x - Yeswaifu2x-ncnn: 2x - 3 - Nowaifu2x-ncnn: 2x - 3 - Yesvkfft: betsy: ETC1 - Highestbetsy: ETC2 RGB - Highestvkresample: 2x - Doublevkresample: 2x - Singlencnn: 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 - alexnetncnn: Vulkan GPU - resnet50ncnn: Vulkan GPU - yolov4-tinyncnn: Vulkan GPU - squeezenet_ssdncnn: Vulkan GPU - regnety_400mncnn: Vulkan GPU - vision_transformerncnn: Vulkan GPU - FastestDetncnn: Vulkan GPU - resnet18ASUS NVIDIA GeForce RTX 20708715.938641.498653.7417070.74271.35272.078621.458579.225684.217499.4613.02078.6452.1945.861293968.0009.449281.47321.9646.541.782.222.021.793.601.343.034.032.123.0211.576.552.71399.552.662.00OpenBenchmarking.org

vkpeak

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

OpenBenchmarking.orgGFLOPS, More Is Bettervkpeak 20210424fp32-scalarASUS NVIDIA GeForce RTX 20702K4K6K8K10KSE +/- 8.50, N = 68715.93

OpenBenchmarking.orgGFLOPS, More Is Bettervkpeak 20210424fp32-vec4ASUS NVIDIA GeForce RTX 20702K4K6K8K10KSE +/- 22.84, N = 68641.49

OpenBenchmarking.orgGFLOPS, More Is Bettervkpeak 20210424fp16-scalarASUS NVIDIA GeForce RTX 20702K4K6K8K10KSE +/- 21.48, N = 68653.74

OpenBenchmarking.orgGFLOPS, More Is Bettervkpeak 20210424fp16-vec4ASUS NVIDIA GeForce RTX 20704K8K12K16K20KSE +/- 21.77, N = 617070.74

OpenBenchmarking.orgGFLOPS, More Is Bettervkpeak 20210424fp64-scalarASUS NVIDIA GeForce RTX 207060120180240300SE +/- 0.02, N = 6271.35

OpenBenchmarking.orgGFLOPS, More Is Bettervkpeak 20210424fp64-vec4ASUS NVIDIA GeForce RTX 207060120180240300SE +/- 0.45, N = 6272.07

OpenBenchmarking.orgGIOPS, More Is Bettervkpeak 20210424int32-scalarASUS NVIDIA GeForce RTX 20702K4K6K8K10KSE +/- 26.95, N = 68621.45

OpenBenchmarking.orgGIOPS, More Is Bettervkpeak 20210424int32-vec4ASUS NVIDIA GeForce RTX 20702K4K6K8K10KSE +/- 19.37, N = 68579.22

OpenBenchmarking.orgGIOPS, More Is Bettervkpeak 20210424int16-scalarASUS NVIDIA GeForce RTX 207012002400360048006000SE +/- 12.60, N = 65684.21

OpenBenchmarking.orgGIOPS, More Is Bettervkpeak 20210424int16-vec4ASUS NVIDIA GeForce RTX 207016003200480064008000SE +/- 19.78, N = 67499.46

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: NoASUS NVIDIA GeForce RTX 20703691215SE +/- 0.03, N = 613.02

OpenBenchmarking.orgSeconds, Fewer Is BetterRealSR-NCNN 20200818Scale: 4x - TAA: YesASUS NVIDIA GeForce RTX 207020406080100SE +/- 0.12, N = 678.65

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: NoASUS NVIDIA GeForce RTX 20700.49370.98741.48111.97482.4685SE +/- 0.003, N = 202.194

OpenBenchmarking.orgSeconds, Fewer Is BetterWaifu2x-NCNN Vulkan 20200818Scale: 2x - Denoise: 3 - TAA: YesASUS NVIDIA GeForce RTX 20701.31872.63743.95615.27486.5935SE +/- 0.006, N = 205.861

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 1.1.1ASUS NVIDIA GeForce RTX 20706K12K18K24K30KSE +/- 67.20, N = 6293961. (CXX) g++ options: -O3 -pthread

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: HighestASUS NVIDIA GeForce RTX 2070246810SE +/- 0.002, N = 1008.0001. (CXX) g++ options: -O3 -O2 -lpthread -ldl

OpenBenchmarking.orgSeconds, Fewer Is BetterBetsy GPU Compressor 1.1 BetaCodec: ETC2 RGB - Quality: HighestASUS NVIDIA GeForce RTX 20703691215SE +/- 0.011, N = 209.4491. (CXX) g++ options: -O3 -O2 -lpthread -ldl

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: DoubleASUS NVIDIA GeForce RTX 207060120180240300SE +/- 0.05, N = 20281.471. (CXX) g++ options: -O3 -pthread

OpenBenchmarking.orgms, Fewer Is BetterVkResample 1.0Upscale: 2x - Precision: SingleASUS NVIDIA GeForce RTX 2070510152025SE +/- 0.02, N = 2021.961. (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 20220729Target: Vulkan GPU - Model: mobilenetASUS NVIDIA GeForce RTX 2070246810SE +/- 0.07, N = 66.54MIN: 5.98 / MAX: 20.211. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20220729Target: Vulkan GPU-v2-v2 - Model: mobilenet-v2ASUS NVIDIA GeForce RTX 20700.40050.8011.20151.6022.0025SE +/- 0.01, N = 61.78MIN: 1.6 / MAX: 5.281. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20220729Target: Vulkan GPU-v3-v3 - Model: mobilenet-v3ASUS NVIDIA GeForce RTX 20700.49950.9991.49851.9982.4975SE +/- 0.06, N = 62.22MIN: 1.89 / MAX: 9.441. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20220729Target: Vulkan GPU - Model: shufflenet-v2ASUS NVIDIA GeForce RTX 20700.45450.9091.36351.8182.2725SE +/- 0.03, N = 62.02MIN: 1.83 / MAX: 6.811. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20220729Target: Vulkan GPU - Model: mnasnetASUS NVIDIA GeForce RTX 20700.40280.80561.20841.61122.014SE +/- 0.04, N = 61.79MIN: 1.55 / MAX: 6.951. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20220729Target: Vulkan GPU - Model: efficientnet-b0ASUS NVIDIA GeForce RTX 20700.811.622.433.244.05SE +/- 0.02, N = 63.60MIN: 3.08 / MAX: 8.661. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20220729Target: Vulkan GPU - Model: blazefaceASUS NVIDIA GeForce RTX 20700.30150.6030.90451.2061.5075SE +/- 0.00, N = 61.34MIN: 1.27 / MAX: 6.081. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20220729Target: Vulkan GPU - Model: googlenetASUS NVIDIA GeForce RTX 20700.68181.36362.04542.72723.409SE +/- 0.02, N = 63.03MIN: 2.6 / MAX: 9.051. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20220729Target: Vulkan GPU - Model: vgg16ASUS NVIDIA GeForce RTX 20700.90681.81362.72043.62724.534SE +/- 0.01, N = 64.03MIN: 3.56 / MAX: 17.781. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20220729Target: Vulkan GPU - Model: alexnetASUS NVIDIA GeForce RTX 20700.4770.9541.4311.9082.385SE +/- 0.02, N = 62.12MIN: 1.93 / MAX: 5.671. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20220729Target: Vulkan GPU - Model: resnet50ASUS NVIDIA GeForce RTX 20700.67951.3592.03852.7183.3975SE +/- 0.04, N = 63.02MIN: 2.6 / MAX: 8.161. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20220729Target: Vulkan GPU - Model: yolov4-tinyASUS NVIDIA GeForce RTX 20703691215SE +/- 0.04, N = 611.57MIN: 9.98 / MAX: 25.011. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20220729Target: Vulkan GPU - Model: squeezenet_ssdASUS NVIDIA GeForce RTX 2070246810SE +/- 0.07, N = 66.55MIN: 5.32 / MAX: 26.931. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20220729Target: Vulkan GPU - Model: regnety_400mASUS NVIDIA GeForce RTX 20700.60981.21961.82942.43923.049SE +/- 0.06, N = 62.71MIN: 2.31 / MAX: 10.531. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20220729Target: Vulkan GPU - Model: vision_transformerASUS NVIDIA GeForce RTX 207090180270360450SE +/- 34.22, N = 6399.55MIN: 335.98 / MAX: 983.311. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20220729Target: Vulkan GPU - Model: FastestDetASUS NVIDIA GeForce RTX 20700.59851.1971.79552.3942.9925SE +/- 0.04, N = 62.66MIN: 2.31 / MAX: 8.161. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20220729Target: Vulkan GPU - Model: resnet18ASUS NVIDIA GeForce RTX 20700.450.91.351.82.25SE +/- 0.08, N = 52.00MIN: 1.72 / MAX: 8.991. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread