vulkan compute dg2

AMD Ryzen 7 5700G testing with a ASUS TUF GAMING B550M-PLUS (WI-FI) (2423 BIOS) and i915drmfb on Ubuntu 22.04 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 2208279-NE-VULKANCOM68
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NVIDIA GPU Compute 5 Tests
Vulkan Compute 5 Tests

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A
August 26 2022
  2 Days, 7 Hours, 10 Minutes
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August 27 2022
  6 Hours, 10 Minutes
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August 27 2022
  6 Hours, 10 Minutes
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August 27 2022
  6 Hours, 9 Minutes
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vulkan compute dg2OpenBenchmarking.orgPhoronix Test SuiteAMD Ryzen 7 5700G @ 4.67GHz (8 Cores / 16 Threads)ASUS TUF GAMING B550M-PLUS (WI-FI) (2423 BIOS)AMD Renoir/Cezanne16GB1000GB Samsung SSD 980 PRO 1TB + 2000GBi915drmfb (2450MHz)Intel Device 4f92MX279Realtek RTL8125 2.5GbE + Intel Wi-Fi 6 AX200Ubuntu 22.045.18.0-rc2-drm-intel-gt-next (x86_64)GNOME Shell 42.2X Server 1.21.1.34.6 Mesa 22.3.0-devel (git-0c8492c 2022-08-24 jammy-oibaf-ppa)OpenCL 3.01.3.224GCC 11.2.0ext41920x1080ProcessorMotherboardChipsetMemoryDiskGraphicsAudioMonitorNetworkOSKernelDesktopDisplay ServerOpenGLOpenCLVulkanCompilerFile-SystemScreen ResolutionVulkan Compute Dg2 BenchmarksSystem Logs- i915.force_probe=56a5 - Transparent Huge Pages: madvise- --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-bootstrap --enable-cet --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++,m2 --enable-libphobos-checking=release --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-link-serialization=2 --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-targets=nvptx-none=/build/gcc-11-gBFGDP/gcc-11-11.2.0/debian/tmp-nvptx/usr,amdgcn-amdhsa=/build/gcc-11-gBFGDP/gcc-11-11.2.0/debian/tmp-gcn/usr --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-build-config=bootstrap-lto-lean --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: amd-pstate performance (Boost: Enabled) - CPU Microcode: 0xa50000c - itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + spec_store_bypass: Mitigation of SSB disabled via prctl + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Retpolines IBPB: conditional IBRS_FW STIBP: always-on RSB filling + srbds: Not affected + tsx_async_abort: Not affected

ABCDResult OverviewPhoronix Test Suite100%100%101%101%102%NCNNWaifu2x-NCNN VulkanRealSR-NCNNVkResample

vulkan compute dg2realsr-ncnn: 4x - Norealsr-ncnn: 4x - Yeswaifu2x-ncnn: 2x - 3 - Nowaifu2x-ncnn: 2x - 3 - Yesvkresample: 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 - resnet18ncnn: Vulkan GPU - alexnetncnn: Vulkan GPU - resnet50ncnn: Vulkan GPU - yolov4-tinyncnn: Vulkan GPU - squeezenet_ssdncnn: Vulkan GPU - regnety_400mncnn: Vulkan GPU - vision_transformerncnn: Vulkan GPU - FastestDetABCD34.516211.4063.11912.21542.81338.859.3113.9712.7710.5419.455.4418.8733.9911.315.2719.08114.02121.7617.453673.5923.9834.479211.2213.08612.2742.78839.510.9915.9615.611020.765.2620.4433.969.44.7416.9112.74118.3917.393675.9123.9634.472211.8553.0812.19842.78538.9510.4214.7613.7810.9420.485.2719.7933.9611.654.8416.94116.61124.7217.433676.6823.934.46211.3623.14712.20342.79239.38.5714.215.3111.420.315.4720.3633.959.374.7316.9117.64118.8517.393673.6223.93OpenBenchmarking.org

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: NoABCD816243240SE +/- 0.11, N = 334.5234.4834.4734.46
OpenBenchmarking.orgSeconds, Fewer Is BetterRealSR-NCNN 20200818Scale: 4x - TAA: NoABCD714212835Min: 34.41 / Avg: 34.52 / Max: 34.73

OpenBenchmarking.orgSeconds, Fewer Is BetterRealSR-NCNN 20200818Scale: 4x - TAA: YesABCD50100150200250SE +/- 0.04, N = 3211.41211.22211.86211.36
OpenBenchmarking.orgSeconds, Fewer Is BetterRealSR-NCNN 20200818Scale: 4x - TAA: YesABCD4080120160200Min: 211.32 / Avg: 211.41 / Max: 211.45

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: NoABCD0.70811.41622.12432.83243.5405SE +/- 0.036, N = 33.1193.0863.0803.147
OpenBenchmarking.orgSeconds, Fewer Is BetterWaifu2x-NCNN Vulkan 20200818Scale: 2x - Denoise: 3 - TAA: NoABCD246810Min: 3.08 / Avg: 3.12 / Max: 3.19

OpenBenchmarking.orgSeconds, Fewer Is BetterWaifu2x-NCNN Vulkan 20200818Scale: 2x - Denoise: 3 - TAA: YesABCD3691215SE +/- 0.01, N = 312.2212.2712.2012.20
OpenBenchmarking.orgSeconds, Fewer Is BetterWaifu2x-NCNN Vulkan 20200818Scale: 2x - Denoise: 3 - TAA: YesABCD48121620Min: 12.21 / Avg: 12.22 / Max: 12.23

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.

A: The test quit with a non-zero exit status. E: VkFFT System: 27 134217728x1 Buffer: 1024 MB avg_time_per_step: 352.343 ms std_error: 0.097 batch: 3 benchmark: 2976 bandwidth: 34.1

B: The test quit with a non-zero exit status. E: VkFFT System: 27 134217728x1 Buffer: 1024 MB avg_time_per_step: 352.469 ms std_error: 0.140 batch: 3 benchmark: 2974 bandwidth: 34.0

C: The test quit with a non-zero exit status. E: VkFFT System: 27 134217728x1 Buffer: 1024 MB avg_time_per_step: 352.631 ms std_error: 0.168 batch: 3 benchmark: 2973 bandwidth: 34.0

D: The test quit with a non-zero exit status. E: VkFFT System: 27 134217728x1 Buffer: 1024 MB avg_time_per_step: 352.443 ms std_error: 0.148 batch: 3 benchmark: 2975 bandwidth: 34.0

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: SingleABCD1020304050SE +/- 0.02, N = 342.8142.7942.7942.791. (CXX) g++ options: -O3
OpenBenchmarking.orgms, Fewer Is BetterVkResample 1.0Upscale: 2x - Precision: SingleABCD918273645Min: 42.78 / Avg: 42.81 / Max: 42.861. (CXX) g++ options: -O3

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: mobilenetABCD918273645SE +/- 0.50, N = 938.8539.5038.9539.30MIN: 29.66 / MAX: 71.78MIN: 30.59 / MAX: 52.51MIN: 30.01 / MAX: 52.99MIN: 32.85 / MAX: 53.081. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20220729Target: Vulkan GPU - Model: mobilenetABCD816243240Min: 35.68 / Avg: 38.85 / Max: 40.141. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20220729Target: Vulkan GPU-v2-v2 - Model: mobilenet-v2ABCD3691215SE +/- 0.50, N = 99.3110.9910.428.57MIN: 5.77 / MAX: 23.25MIN: 10.54 / MAX: 11.74MIN: 9.92 / MAX: 10.88MIN: 7.84 / MAX: 91. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20220729Target: Vulkan GPU-v2-v2 - Model: mobilenet-v2ABCD3691215Min: 6.57 / Avg: 9.31 / Max: 111. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20220729Target: Vulkan GPU-v3-v3 - Model: mobilenet-v3ABCD48121620SE +/- 0.63, N = 913.9715.9614.7614.20MIN: 9.57 / MAX: 20.61MIN: 14.85 / MAX: 16.35MIN: 14.32 / MAX: 15.02MIN: 13.34 / MAX: 15.031. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20220729Target: Vulkan GPU-v3-v3 - Model: mobilenet-v3ABCD48121620Min: 10.65 / Avg: 13.97 / Max: 16.371. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20220729Target: Vulkan GPU - Model: shufflenet-v2ABCD48121620SE +/- 0.64, N = 912.7715.6113.7815.31MIN: 8.89 / MAX: 28.2MIN: 15.05 / MAX: 15.85MIN: 11.32 / MAX: 15.79MIN: 11.31 / MAX: 15.891. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20220729Target: Vulkan GPU - Model: shufflenet-v2ABCD48121620Min: 10.11 / Avg: 12.77 / Max: 15.61. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20220729Target: Vulkan GPU - Model: mnasnetABCD3691215SE +/- 0.05, N = 910.5410.0010.9411.40MIN: 9.44 / MAX: 15.07MIN: 9.46 / MAX: 10.54MIN: 9.94 / MAX: 12.39MIN: 10.95 / MAX: 11.711. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20220729Target: Vulkan GPU - Model: mnasnetABCD3691215Min: 10.39 / Avg: 10.54 / Max: 10.91. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20220729Target: Vulkan GPU - Model: efficientnet-b0ABCD510152025SE +/- 0.99, N = 919.4520.7620.4820.31MIN: 10.36 / MAX: 25.3MIN: 19.49 / MAX: 21.69MIN: 19.32 / MAX: 21.53MIN: 18.49 / MAX: 21.531. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20220729Target: Vulkan GPU - Model: efficientnet-b0ABCD510152025Min: 11.54 / Avg: 19.45 / Max: 20.951. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20220729Target: Vulkan GPU - Model: blazefaceABCD1.23082.46163.69244.92326.154SE +/- 0.13, N = 95.445.265.275.47MIN: 4.57 / MAX: 9.25MIN: 4.84 / MAX: 5.54MIN: 4.98 / MAX: 5.85MIN: 5.01 / MAX: 6.151. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20220729Target: Vulkan GPU - Model: blazefaceABCD246810Min: 5.25 / Avg: 5.44 / Max: 6.471. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20220729Target: Vulkan GPU - Model: googlenetABCD510152025SE +/- 0.79, N = 918.8720.4419.7920.36MIN: 13.1 / MAX: 33.05MIN: 19.93 / MAX: 22.88MIN: 19.28 / MAX: 20.04MIN: 18.59 / MAX: 22.661. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20220729Target: Vulkan GPU - Model: googlenetABCD510152025Min: 15.23 / Avg: 18.87 / Max: 20.551. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20220729Target: Vulkan GPU - Model: vgg16ABCD816243240SE +/- 0.01, N = 933.9933.9633.9633.95MIN: 32.69 / MAX: 51.63MIN: 33.14 / MAX: 34.52MIN: 33.32 / MAX: 34.28MIN: 33.15 / MAX: 34.221. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20220729Target: Vulkan GPU - Model: vgg16ABCD714212835Min: 33.96 / Avg: 33.99 / Max: 34.081. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20220729Target: Vulkan GPU - Model: resnet18ABCD3691215SE +/- 0.24, N = 911.319.4011.659.37MIN: 8.7 / MAX: 14.89MIN: 8.64 / MAX: 10.18MIN: 10.91 / MAX: 13.25MIN: 8.7 / MAX: 10.111. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20220729Target: Vulkan GPU - Model: resnet18ABCD3691215Min: 9.53 / Avg: 11.31 / Max: 11.981. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20220729Target: Vulkan GPU - Model: alexnetABCD1.18582.37163.55744.74325.929SE +/- 0.22, N = 95.274.744.844.73MIN: 4.2 / MAX: 9.7MIN: 4.59 / MAX: 4.89MIN: 4.67 / MAX: 5.04MIN: 4.57 / MAX: 4.931. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20220729Target: Vulkan GPU - Model: alexnetABCD246810Min: 4.41 / Avg: 5.27 / Max: 6.681. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20220729Target: Vulkan GPU - Model: resnet50ABCD510152025SE +/- 0.44, N = 919.0816.9016.9416.90MIN: 16.33 / MAX: 27.2MIN: 16.41 / MAX: 17.47MIN: 16.37 / MAX: 17.42MIN: 16.41 / MAX: 17.431. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20220729Target: Vulkan GPU - Model: resnet50ABCD510152025Min: 16.88 / Avg: 19.08 / Max: 20.091. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20220729Target: Vulkan GPU - Model: yolov4-tinyABCD306090120150SE +/- 1.47, N = 9114.02112.74116.61117.64MIN: 78.35 / MAX: 146.38MIN: 82.49 / MAX: 124.5MIN: 80.94 / MAX: 124.72MIN: 80.52 / MAX: 124.381. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20220729Target: Vulkan GPU - Model: yolov4-tinyABCD20406080100Min: 105.35 / Avg: 114.02 / Max: 117.761. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20220729Target: Vulkan GPU - Model: squeezenet_ssdABCD306090120150SE +/- 0.98, N = 9121.76118.39124.72118.85MIN: 87.88 / MAX: 138.36MIN: 91.67 / MAX: 135.2MIN: 89.72 / MAX: 144.09MIN: 89.52 / MAX: 134.561. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20220729Target: Vulkan GPU - Model: squeezenet_ssdABCD20406080100Min: 118.67 / Avg: 121.76 / Max: 125.941. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20220729Target: Vulkan GPU - Model: regnety_400mABCD48121620SE +/- 0.02, N = 917.4517.3917.4317.39MIN: 15.88 / MAX: 30.18MIN: 16.99 / MAX: 19.94MIN: 16.95 / MAX: 17.75MIN: 16.92 / MAX: 21.491. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20220729Target: Vulkan GPU - Model: regnety_400mABCD48121620Min: 17.38 / Avg: 17.45 / Max: 17.561. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20220729Target: Vulkan GPU - Model: vision_transformerABCD8001600240032004000SE +/- 1.75, N = 93673.593675.913676.683673.62MIN: 3104.14 / MAX: 3787.26MIN: 3181.41 / MAX: 3762.17MIN: 3201.78 / MAX: 3750.92MIN: 3131.14 / MAX: 3756.461. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20220729Target: Vulkan GPU - Model: vision_transformerABCD6001200180024003000Min: 3667.91 / Avg: 3673.59 / Max: 3686.141. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20220729Target: Vulkan GPU - Model: FastestDetABCD612182430SE +/- 0.04, N = 923.9823.9623.9023.93MIN: 21.03 / MAX: 36.36MIN: 22.27 / MAX: 24.38MIN: 21.99 / MAX: 24.32MIN: 22.02 / MAX: 24.411. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20220729Target: Vulkan GPU - Model: FastestDetABCD612182430Min: 23.87 / Avg: 23.98 / Max: 24.311. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread