VkFFT + Caffe + Other GPU Tests - AMD vs. NVIDIA

AMD Ryzen 9 3950X 16-Core testing with a ASUS ROG CROSSHAIR VIII HERO (WI-FI) (1302 BIOS) and Sapphire AMD Radeon RX 5600 OEM/5600 XT / 5700/5700 6GB 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 2010013-PTS-VKFFTAMD84
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Identifier
Performance Per
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Date
Run
  Test
  Duration
GTX 1060
October 01 2020
  3 Minutes
GTX 1080
October 01 2020
  2 Minutes
GTX 1650
October 01 2020
  3 Minutes
GTX 1650 SUPER
October 01 2020
  3 Minutes
GTX 1660
September 30 2020
  3 Minutes
GTX 1660 SUPER
October 01 2020
  2 Minutes
GTX 1660 Ti
October 01 2020
  2 Minutes
RTX 2060
October 01 2020
  2 Minutes
RTX 2060 SUPER
October 01 2020
  2 Minutes
RTX 2070
September 30 2020
  2 Minutes
RTX 2070 SUPER
October 01 2020
  2 Minutes
RTX 2080
September 30 2020
  2 Minutes
RTX 2080 SUPER
September 30 2020
  2 Minutes
RTX 2080 Ti
October 01 2020
  2 Minutes
TITAN RTX
October 01 2020
  2 Minutes
RX Vega 56
October 01 2020
  38 Minutes
RX 5600 XT
October 01 2020
  37 Minutes
RX 5700
October 01 2020
  36 Minutes
RX 5700 XT
October 01 2020
  35 Minutes
Radeon VII
October 01 2020
  37 Minutes
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VkFFT + Caffe + Other GPU Tests - AMD vs. NVIDIAProcessorMotherboardChipsetMemoryDiskGraphicsAudioMonitorNetworkOSKernelDesktopDisplay ServerDisplay DriverOpenGLOpenCLVulkanCompilerFile-SystemScreen ResolutionGTX 1060GTX 1080GTX 1650GTX 1650 SUPERGTX 1660GTX 1660 SUPERGTX 1660 TiRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRX Vega 56RX 5600 XTRX 5700RX 5700 XTRadeon VIIAMD Ryzen 9 3950X 16-Core @ 3.50GHz (16 Cores / 32 Threads)ASUS ROG CROSSHAIR VIII HERO (WI-FI) (1302 BIOS)AMD Starship/Matisse16GB2000GB Corsair Force MP600 + 2000GBNVIDIA GeForce GTX 1060 6GB (1506/4006MHz)NVIDIA GP106 HD AudioDELL P2415QRealtek RTL8125 2.5GbE + Intel I211 + Intel Wi-Fi 6 AX200Ubuntu 20.045.4.0-48-generic (x86_64)GNOME Shell 3.36.4X Server 1.20.8NVIDIA 450.664.6.0OpenCL 2.0 AMD-APP (3182.0) + OpenCL 1.2 CUDA 11.0.2281.2.133GCC 9.3.0 + CUDA 11.0ext43840x2160NVIDIA GeForce GTX 1080 8GB (1607/5005MHz)NVIDIA GP104 HD AudioASUS NVIDIA GeForce GTX 1650 4GB (525/405MHz)NVIDIA Device 10faASUS NVIDIA GeForce GTX 1650 SUPER 4GB (1530/6000MHz)NVIDIA TU116 HD AudioASUS NVIDIA GeForce GTX 1660 6GB (405/405MHz)eVGA NVIDIA GeForce GTX 1660 SUPER 6GB (435/405MHz)eVGA NVIDIA GeForce GTX 1660 Ti 6GB (390/405MHz)NVIDIA GeForce RTX 2060 6GB (435/405MHz)NVIDIA TU106 HD AudioNVIDIA GeForce RTX 2060 SUPER 8GB (1470/7000MHz)ASUS NVIDIA GeForce RTX 2070 8GB (420/405MHz)NVIDIA GeForce RTX 2070 SUPER 8GB (1605/7000MHz)NVIDIA TU104 HD AudioZotac NVIDIA GeForce RTX 2080 8GB (1515/7000MHz)NVIDIA GeForce RTX 2080 SUPER 8GB (390/405MHz)NVIDIA GeForce RTX 2080 Ti 11GB (420/405MHz)NVIDIA TU102 HD AudioNVIDIA TITAN RTX 24GB (420/405MHz)AMD Radeon RX 56/64 8GB (1590/800MHz)AMD Vega 10 HDMI Audio5.9.0-050900rc7daily20201001-generic (x86_64) 202009304.6 Mesa 20.3.0-devel (git-3173367 2020-09-25 focal-oibaf-ppa) (LLVM 10.0.1)OpenCL 2.0 AMD-APP (3182.0)1.2.145Sapphire AMD Radeon RX 5600 OEM/5600 XT / 5700/5700 6GB (1780/875MHz)AMD Navi 10 HDMI AudioAMD Radeon RX 5600 OEM/5600 XT / 5700/5700 8GB (1750/875MHz)AMD Radeon RX 5600 OEM/5600 XT / 5700/5700 8GB (2100/875MHz)AMD Radeon VII 16GB (1801/1000MHz)AMD Vega 20 HDMI AudioOpenBenchmarking.orgCompiler 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,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 -vProcessor Details- Scaling Governor: acpi-cpufreq ondemand - CPU Microcode: 0x8701013Python Details- GTX 1060, GTX 1080, GTX 1650, GTX 1650 SUPER, GTX 1660, GTX 1660 SUPER, GTX 1660 Ti, RTX 2060, RTX 2060 SUPER, RTX 2070, RTX 2070 SUPER, RTX 2080, RTX 2080 SUPER, RTX 2080 Ti, TITAN RTX, RX Vega 56, RX 5600 XT, RX 5700, RX 5700 XT: Python 3.8.2Security 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 STIBP: conditional RSB filling + srbds: Not affected + tsx_async_abort: Not affected

VkFFT + Caffe + Other GPU Tests - AMD vs. NVIDIAvkfft: realsr-ncnn: 4x - Norealsr-ncnn: 4x - Yesglmark2: 1920 x 1080glmark2: 2560 x 1440glmark2: 3840 x 2160ncnn: Vulkan GPU - squeezenetncnn: 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-tinyGTX 1060GTX 1080GTX 1650GTX 1650 SUPERGTX 1660GTX 1660 SUPERGTX 1660 TiRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRX Vega 56RX 5600 XTRX 5700RX 5700 XTRadeon VII129162088794951307313765187331821321217270182704428070289873136437847402101869610.26666.0987209459523154.916.252.613.712.352.8010.560.875.7411.612.194.406.577.681659312.02980.0817399450720623.606.582.143.091.832.237.160.764.2315.311.735.205.008.51197499.41359.2558831556327073.576.602.153.131.862.247.450.774.2715.051.715.455.048.50207398.99455.7349308580527983.316.561.952.821.712.056.210.733.8712.971.564.794.448.29332527.25741.29910659734139035.079.872.904.082.653.2011.210.947.1810.272.073.996.749.73OpenBenchmarking.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 2020-09-29GTX 1060GTX 1080GTX 1650GTX 1650 SUPERGTX 1660GTX 1660 SUPERGTX 1660 TiRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRX Vega 56RX 5600 XTRX 5700RX 5700 XTRadeon VII9K18K27K36K45KSE +/- 30.94, N = 3SE +/- 41.53, N = 3SE +/- 12.41, N = 3SE +/- 12.06, N = 3SE +/- 20.28, N = 3SE +/- 50.89, N = 3SE +/- 28.10, N = 3SE +/- 47.07, N = 3SE +/- 39.01, N = 3SE +/- 70.64, N = 3SE +/- 41.73, N = 3SE +/- 94.29, N = 3SE +/- 9.64, N = 3SE +/- 62.20, N = 3SE +/- 130.48, N = 3SE +/- 30.14, N = 3SE +/- 20.99, N = 3SE +/- 1.86, N = 3SE +/- 110.33, N = 3SE +/- 44.69, N = 3129162088794951307313765187331821321217270182704428070289873136437847402101869616593197492073933252
OpenBenchmarking.orgBenchmark Score, More Is BetterVkFFT 2020-09-29GTX 1060GTX 1080GTX 1650GTX 1650 SUPERGTX 1660GTX 1660 SUPERGTX 1660 TiRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRX Vega 56RX 5600 XTRX 5700RX 5700 XTRadeon VII7K14K21K28K35KMin: 12881 / Avg: 12916.33 / Max: 12978Min: 20811 / Avg: 20887 / Max: 20954Min: 9473 / Avg: 9494.67 / Max: 9516Min: 13049 / Avg: 13073 / Max: 13087Min: 13728 / Avg: 13764.67 / Max: 13798Min: 18670 / Avg: 18733.33 / Max: 18834Min: 18170 / Avg: 18213.33 / Max: 18266Min: 21137 / Avg: 21217.33 / Max: 21300Min: 26970 / Avg: 27017.67 / Max: 27095Min: 26917 / Avg: 27044.33 / Max: 27161Min: 28024 / Avg: 28069.67 / Max: 28153Min: 28860 / Avg: 28986.67 / Max: 29171Min: 31346 / Avg: 31364 / Max: 31379Min: 37723 / Avg: 37847.33 / Max: 37913Min: 39950 / Avg: 40209.67 / Max: 40362Min: 18641 / Avg: 18695.67 / Max: 18745Min: 16551 / Avg: 16592.67 / Max: 16618Min: 19745 / Avg: 19748.67 / Max: 19751Min: 20519 / Avg: 20739.33 / Max: 20860Min: 33182 / Avg: 33251.67 / Max: 33335

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: NoRX Vega 56RX 5600 XTRX 5700RX 5700 XTRadeon VII3691215SE +/- 0.025, N = 3SE +/- 0.013, N = 3SE +/- 0.019, N = 3SE +/- 0.035, N = 3SE +/- 0.006, N = 310.26612.0299.4138.9947.257
OpenBenchmarking.orgSeconds, Fewer Is BetterRealSR-NCNN 20200818Scale: 4x - TAA: NoRX Vega 56RX 5600 XTRX 5700RX 5700 XTRadeon VII48121620Min: 10.22 / Avg: 10.27 / Max: 10.31Min: 12 / Avg: 12.03 / Max: 12.04Min: 9.39 / Avg: 9.41 / Max: 9.45Min: 8.94 / Avg: 8.99 / Max: 9.06Min: 7.25 / Avg: 7.26 / Max: 7.26

OpenBenchmarking.orgSeconds, Fewer Is BetterRealSR-NCNN 20200818Scale: 4x - TAA: YesRX Vega 56RX 5600 XTRX 5700RX 5700 XTRadeon VII20406080100SE +/- 0.14, N = 3SE +/- 0.10, N = 3SE +/- 0.32, N = 3SE +/- 0.21, N = 3SE +/- 0.08, N = 366.1080.0859.2655.7341.30
OpenBenchmarking.orgSeconds, Fewer Is BetterRealSR-NCNN 20200818Scale: 4x - TAA: YesRX Vega 56RX 5600 XTRX 5700RX 5700 XTRadeon VII1530456075Min: 65.94 / Avg: 66.1 / Max: 66.37Min: 79.88 / Avg: 80.08 / Max: 80.2Min: 58.76 / Avg: 59.26 / Max: 59.85Min: 55.32 / Avg: 55.73 / Max: 55.96Min: 41.14 / Avg: 41.3 / Max: 41.38

GLmark2

This is a test of Linaro's glmark2 port, currently using the X11 OpenGL 2.0 target. GLmark2 is a basic OpenGL benchmark. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgScore, More Is BetterGLmark2 2020.04Resolution: 1920 x 1080RX Vega 56RX 5600 XTRX 5700RX 5700 XTRadeon VII2K4K6K8K10K720973998831930810659

OpenBenchmarking.orgScore, More Is BetterGLmark2 2020.04Resolution: 2560 x 1440RX Vega 56RX 5600 XTRX 5700RX 5700 XTRadeon VII1600320048006400800045954507556358057341

OpenBenchmarking.orgScore, More Is BetterGLmark2 2020.04Resolution: 3840 x 2160RX Vega 56RX 5600 XTRX 5700RX 5700 XTRadeon VII800160024003200400023152062270727983903

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 20200916Target: Vulkan GPU - Model: squeezenetRX Vega 56RX 5600 XTRX 5700RX 5700 XTRadeon VII1.14082.28163.42244.56325.704SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 34.913.603.573.315.07MIN: 4.76 / MAX: 5.78MIN: 3.48 / MAX: 5.3MIN: 3.46 / MAX: 3.77MIN: 3.21 / MAX: 3.5MIN: 4.71 / MAX: 9.341. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: squeezenetRX Vega 56RX 5600 XTRX 5700RX 5700 XTRadeon VII246810Min: 4.9 / Avg: 4.91 / Max: 4.91Min: 3.58 / Avg: 3.6 / Max: 3.61Min: 3.56 / Avg: 3.57 / Max: 3.57Min: 3.29 / Avg: 3.31 / Max: 3.35Min: 5.06 / Avg: 5.07 / Max: 5.091. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: mobilenetRX Vega 56RX 5600 XTRX 5700RX 5700 XTRadeon VII3691215SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.03, N = 36.256.586.606.569.87MIN: 6.17 / MAX: 6.44MIN: 6.54 / MAX: 6.77MIN: 6.54 / MAX: 6.76MIN: 6.49 / MAX: 6.71MIN: 6.98 / MAX: 25.451. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: mobilenetRX Vega 56RX 5600 XTRX 5700RX 5700 XTRadeon VII3691215Min: 6.24 / Avg: 6.25 / Max: 6.25Min: 6.57 / Avg: 6.58 / Max: 6.58Min: 6.58 / Avg: 6.6 / Max: 6.62Min: 6.52 / Avg: 6.56 / Max: 6.58Min: 9.81 / Avg: 9.87 / Max: 9.921. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU-v2-v2 - Model: mobilenet-v2RX Vega 56RX 5600 XTRX 5700RX 5700 XTRadeon VII0.65251.3051.95752.613.2625SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 32.612.142.151.952.90MIN: 2.57 / MAX: 3.31MIN: 2.09 / MAX: 2.36MIN: 2.11 / MAX: 3.05MIN: 1.92 / MAX: 2.19MIN: 2.6 / MAX: 4.841. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU-v2-v2 - Model: mobilenet-v2RX Vega 56RX 5600 XTRX 5700RX 5700 XTRadeon VII246810Min: 2.6 / Avg: 2.61 / Max: 2.63Min: 2.13 / Avg: 2.14 / Max: 2.14Min: 2.14 / Avg: 2.15 / Max: 2.16Min: 1.95 / Avg: 1.95 / Max: 1.96Min: 2.88 / Avg: 2.9 / Max: 2.921. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU-v3-v3 - Model: mobilenet-v3RX Vega 56RX 5600 XTRX 5700RX 5700 XTRadeon VII0.9181.8362.7543.6724.59SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 33.713.093.132.824.08MIN: 3.67 / MAX: 4.44MIN: 3.05 / MAX: 3.31MIN: 3.08 / MAX: 3.74MIN: 2.78 / MAX: 3.06MIN: 4.04 / MAX: 9.721. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU-v3-v3 - Model: mobilenet-v3RX Vega 56RX 5600 XTRX 5700RX 5700 XTRadeon VII246810Min: 3.7 / Avg: 3.71 / Max: 3.72Min: 3.09 / Avg: 3.09 / Max: 3.1Min: 3.13 / Avg: 3.13 / Max: 3.13Min: 2.82 / Avg: 2.82 / Max: 2.83Min: 4.07 / Avg: 4.08 / Max: 4.11. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: shufflenet-v2RX Vega 56RX 5600 XTRX 5700RX 5700 XTRadeon VII0.59631.19261.78892.38522.9815SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 32.351.831.861.712.65MIN: 2.31 / MAX: 3.34MIN: 1.81 / MAX: 2.02MIN: 1.84 / MAX: 2.07MIN: 1.69 / MAX: 2MIN: 2.63 / MAX: 2.881. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: shufflenet-v2RX Vega 56RX 5600 XTRX 5700RX 5700 XTRadeon VII246810Min: 2.34 / Avg: 2.35 / Max: 2.36Min: 1.83 / Avg: 1.83 / Max: 1.83Min: 1.86 / Avg: 1.86 / Max: 1.87Min: 1.71 / Avg: 1.71 / Max: 1.72Min: 2.64 / Avg: 2.65 / Max: 2.661. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: mnasnetRX Vega 56RX 5600 XTRX 5700RX 5700 XTRadeon VII0.721.442.162.883.6SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 32.802.232.242.053.20MIN: 2.75 / MAX: 3.88MIN: 2.18 / MAX: 4.11MIN: 2.21 / MAX: 2.47MIN: 2.01 / MAX: 2.47MIN: 3.17 / MAX: 4.841. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: mnasnetRX Vega 56RX 5600 XTRX 5700RX 5700 XTRadeon VII246810Min: 2.79 / Avg: 2.8 / Max: 2.81Min: 2.22 / Avg: 2.23 / Max: 2.23Min: 2.24 / Avg: 2.24 / Max: 2.25Min: 2.04 / Avg: 2.05 / Max: 2.06Min: 3.19 / Avg: 3.2 / Max: 3.211. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: efficientnet-b0RX Vega 56RX 5600 XTRX 5700RX 5700 XTRadeon VII3691215SE +/- 0.30, N = 3SE +/- 0.03, N = 3SE +/- 0.18, N = 3SE +/- 0.02, N = 3SE +/- 0.21, N = 310.567.167.456.2111.21MIN: 9.2 / MAX: 27.19MIN: 6.68 / MAX: 24.27MIN: 6.81 / MAX: 27.08MIN: 6.07 / MAX: 11.02MIN: 9.77 / MAX: 33.861. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: efficientnet-b0RX Vega 56RX 5600 XTRX 5700RX 5700 XTRadeon VII3691215Min: 10.01 / Avg: 10.56 / Max: 11.06Min: 7.1 / Avg: 7.16 / Max: 7.22Min: 7.16 / Avg: 7.45 / Max: 7.78Min: 6.18 / Avg: 6.21 / Max: 6.24Min: 10.95 / Avg: 11.21 / Max: 11.621. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: blazefaceRX Vega 56RX 5600 XTRX 5700RX 5700 XTRadeon VII0.21150.4230.63450.8461.0575SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 30.870.760.770.730.94MIN: 0.85 / MAX: 1.56MIN: 0.74 / MAX: 1.1MIN: 0.75 / MAX: 1.11MIN: 0.7 / MAX: 1.11MIN: 0.92 / MAX: 1.461. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: blazefaceRX Vega 56RX 5600 XTRX 5700RX 5700 XTRadeon VII246810Min: 0.86 / Avg: 0.87 / Max: 0.88Min: 0.75 / Avg: 0.76 / Max: 0.77Min: 0.76 / Avg: 0.77 / Max: 0.78Min: 0.72 / Avg: 0.73 / Max: 0.73Min: 0.93 / Avg: 0.94 / Max: 0.951. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: googlenetRX Vega 56RX 5600 XTRX 5700RX 5700 XTRadeon VII246810SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.28, N = 35.744.234.273.877.18MIN: 5.7 / MAX: 6.62MIN: 4.21 / MAX: 4.44MIN: 4.24 / MAX: 5.75MIN: 3.83 / MAX: 9.58MIN: 6.67 / MAX: 29.141. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: googlenetRX Vega 56RX 5600 XTRX 5700RX 5700 XTRadeon VII3691215Min: 5.73 / Avg: 5.74 / Max: 5.75Min: 4.23 / Avg: 4.23 / Max: 4.23Min: 4.26 / Avg: 4.27 / Max: 4.28Min: 3.85 / Avg: 3.87 / Max: 3.89Min: 6.85 / Avg: 7.18 / Max: 7.751. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: vgg16RX Vega 56RX 5600 XTRX 5700RX 5700 XTRadeon VII48121620SE +/- 0.06, N = 3SE +/- 0.08, N = 3SE +/- 0.13, N = 3SE +/- 0.13, N = 3SE +/- 0.06, N = 311.6115.3115.0512.9710.27MIN: 10.68 / MAX: 28.02MIN: 14.47 / MAX: 34.92MIN: 13.68 / MAX: 35.48MIN: 12.15 / MAX: 32.38MIN: 8.89 / MAX: 31.171. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: vgg16RX Vega 56RX 5600 XTRX 5700RX 5700 XTRadeon VII48121620Min: 11.52 / Avg: 11.61 / Max: 11.71Min: 15.2 / Avg: 15.31 / Max: 15.47Min: 14.81 / Avg: 15.05 / Max: 15.25Min: 12.79 / Avg: 12.97 / Max: 13.23Min: 10.16 / Avg: 10.27 / Max: 10.341. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: resnet18RX Vega 56RX 5600 XTRX 5700RX 5700 XTRadeon VII0.49280.98561.47841.97122.464SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 32.191.731.711.562.07MIN: 2.11 / MAX: 2.62MIN: 1.7 / MAX: 6.56MIN: 1.68 / MAX: 2MIN: 1.54 / MAX: 3.04MIN: 2.02 / MAX: 2.261. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: resnet18RX Vega 56RX 5600 XTRX 5700RX 5700 XTRadeon VII246810Min: 2.18 / Avg: 2.19 / Max: 2.2Min: 1.71 / Avg: 1.73 / Max: 1.75Min: 1.7 / Avg: 1.71 / Max: 1.71Min: 1.55 / Avg: 1.56 / Max: 1.56Min: 2.05 / Avg: 2.07 / Max: 2.081. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: alexnetRX Vega 56RX 5600 XTRX 5700RX 5700 XTRadeon VII1.22632.45263.67894.90526.1315SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.08, N = 3SE +/- 0.01, N = 3SE +/- 0.19, N = 34.405.205.454.793.99MIN: 4.29 / MAX: 5.04MIN: 4.91 / MAX: 13.16MIN: 5.1 / MAX: 15.28MIN: 4.55 / MAX: 5.54MIN: 3.62 / MAX: 21.471. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: alexnetRX Vega 56RX 5600 XTRX 5700RX 5700 XTRadeon VII246810Min: 4.39 / Avg: 4.4 / Max: 4.41Min: 5.18 / Avg: 5.2 / Max: 5.22Min: 5.35 / Avg: 5.45 / Max: 5.6Min: 4.77 / Avg: 4.79 / Max: 4.8Min: 3.8 / Avg: 3.99 / Max: 4.371. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: resnet50RX Vega 56RX 5600 XTRX 5700RX 5700 XTRadeon VII246810SE +/- 0.08, N = 3SE +/- 0.05, N = 3SE +/- 0.05, N = 3SE +/- 0.01, N = 3SE +/- 0.16, N = 36.575.005.044.446.74MIN: 6.13 / MAX: 20.05MIN: 4.9 / MAX: 20.02MIN: 4.94 / MAX: 20.04MIN: 4.4 / MAX: 4.62MIN: 6.05 / MAX: 28.021. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: resnet50RX Vega 56RX 5600 XTRX 5700RX 5700 XTRadeon VII3691215Min: 6.41 / Avg: 6.57 / Max: 6.65Min: 4.94 / Avg: 5 / Max: 5.1Min: 4.98 / Avg: 5.04 / Max: 5.14Min: 4.42 / Avg: 4.44 / Max: 4.46Min: 6.46 / Avg: 6.74 / Max: 7.011. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: yolov4-tinyRX Vega 56RX 5600 XTRX 5700RX 5700 XTRadeon VII3691215SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.03, N = 3SE +/- 0.15, N = 37.688.518.508.299.73MIN: 7.59 / MAX: 17.7MIN: 8.45 / MAX: 9.17MIN: 8.43 / MAX: 9.12MIN: 8.2 / MAX: 8.46MIN: 9.25 / MAX: 17.971. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: yolov4-tinyRX Vega 56RX 5600 XTRX 5700RX 5700 XTRadeon VII3691215Min: 7.66 / Avg: 7.68 / Max: 7.7Min: 8.49 / Avg: 8.51 / Max: 8.53Min: 8.49 / Avg: 8.5 / Max: 8.51Min: 8.23 / Avg: 8.29 / Max: 8.33Min: 9.53 / Avg: 9.73 / Max: 10.031. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread