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 1660RTX 2070RTX 2080 SUPERRTX 2080GTX 1650 SUPERRTX 2070 SUPERRTX 2060 SUPERRTX 2060GTX 1660 TiRTX 2080 TiGTX 1060GTX 1080GTX 1660 SUPERGTX 1650TITAN RTXRadeon VIIRX 5700RX 5700 XTRX Vega 56RX 5600 XTAMD 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 + 2000GBASUS NVIDIA GeForce GTX 1660 6GB (405/405MHz)NVIDIA TU116 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 11.0ext43840x2160ASUS NVIDIA GeForce RTX 2070 8GB (420/405MHz)NVIDIA TU106 HD AudioNVIDIA GeForce RTX 2080 SUPER 8GB (390/405MHz)NVIDIA TU104 HD AudioZotac NVIDIA GeForce RTX 2080 8GB (1515/7000MHz)ASUS NVIDIA GeForce GTX 1650 SUPER 4GB (1530/6000MHz)NVIDIA TU116 HD AudioNVIDIA GeForce RTX 2070 SUPER 8GB (1605/7000MHz)NVIDIA TU104 HD AudioNVIDIA GeForce RTX 2060 SUPER 8GB (1470/7000MHz)NVIDIA TU106 HD AudioNVIDIA GeForce RTX 2060 6GB (435/405MHz)eVGA NVIDIA GeForce GTX 1660 Ti 6GB (390/405MHz)NVIDIA TU116 HD AudioNVIDIA GeForce RTX 2080 Ti 11GB (420/405MHz)NVIDIA TU102 HD AudioNVIDIA GeForce GTX 1060 6GB (1506/4006MHz)NVIDIA GP106 HD AudioNVIDIA GeForce GTX 1080 8GB (1607/5005MHz)NVIDIA GP104 HD AudioeVGA NVIDIA GeForce GTX 1660 SUPER 6GB (435/405MHz)NVIDIA TU116 HD AudioASUS NVIDIA GeForce GTX 1650 4GB (525/405MHz)NVIDIA Device 10faNVIDIA TITAN RTX 24GB (420/405MHz)NVIDIA TU102 HD AudioAMD Radeon VII 16GB (1801/1000MHz)AMD Vega 20 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)1.2.145AMD Radeon RX 5600 OEM/5600 XT / 5700/5700 8GB (1750/875MHz)AMD Navi 10 HDMI AudioAMD Radeon RX 5600 OEM/5600 XT / 5700/5700 8GB (2100/875MHz)AMD Radeon RX 56/64 8GB (1590/800MHz)AMD Vega 10 HDMI AudioSapphire AMD Radeon RX 5600 OEM/5600 XT / 5700/5700 6GB (1780/875MHz)AMD Navi 10 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 1660, RTX 2070, RTX 2080 SUPER, RTX 2080, GTX 1650 SUPER, RTX 2070 SUPER, RTX 2060 SUPER, RTX 2060, GTX 1660 Ti, RTX 2080 Ti, GTX 1060, GTX 1080, GTX 1660 SUPER, GTX 1650, TITAN RTX, RX 5700, RX 5700 XT, RX Vega 56, RX 5600 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 1660RTX 2070RTX 2080 SUPERRTX 2080GTX 1650 SUPERRTX 2070 SUPERRTX 2060 SUPERRTX 2060GTX 1660 TiRTX 2080 TiGTX 1060GTX 1080GTX 1660 SUPERGTX 1650TITAN RTXRadeon VIIRX 5700RX 5700 XTRX Vega 56RX 5600 XT13765270443136428987130732807027018212171821337847129162088718733949540210332527.25741.29910659734139035.079.872.904.082.653.2011.210.947.1810.272.073.996.749.73197499.41359.2558831556327073.576.602.153.131.862.247.450.774.2715.051.715.455.048.50207398.99455.7349308580527983.316.561.952.821.712.056.210.733.8712.971.564.794.448.291869610.26666.0987209459523154.916.252.613.712.352.8010.560.875.7411.612.194.406.577.681659312.02980.0817399450720623.606.582.143.091.832.237.160.764.2315.311.735.205.008.51OpenBenchmarking.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 2020-09-29RX 5600 XTRX Vega 56RX 5700 XTRX 5700Radeon VIITITAN RTXGTX 1650GTX 1660 SUPERGTX 1080GTX 1060RTX 2080 TiGTX 1660 TiRTX 2060RTX 2060 SUPERRTX 2070 SUPERGTX 1650 SUPERRTX 2080RTX 2080 SUPERRTX 2070GTX 16609K18K27K36K45KSE +/- 20.99, N = 3SE +/- 30.14, N = 3SE +/- 110.33, N = 3SE +/- 1.86, N = 3SE +/- 44.69, N = 3SE +/- 130.48, N = 3SE +/- 12.41, N = 3SE +/- 50.89, N = 3SE +/- 41.53, N = 3SE +/- 30.94, N = 3SE +/- 62.20, N = 3SE +/- 28.10, N = 3SE +/- 47.07, N = 3SE +/- 39.01, N = 3SE +/- 41.73, N = 3SE +/- 12.06, N = 3SE +/- 94.29, N = 3SE +/- 9.64, N = 3SE +/- 70.64, N = 3SE +/- 20.28, N = 3165931869620739197493325240210949518733208871291637847182132121727018280701307328987313642704413765
OpenBenchmarking.orgBenchmark Score, More Is BetterVkFFT 2020-09-29RX 5600 XTRX Vega 56RX 5700 XTRX 5700Radeon VIITITAN RTXGTX 1650GTX 1660 SUPERGTX 1080GTX 1060RTX 2080 TiGTX 1660 TiRTX 2060RTX 2060 SUPERRTX 2070 SUPERGTX 1650 SUPERRTX 2080RTX 2080 SUPERRTX 2070GTX 16607K14K21K28K35KMin: 16551 / Avg: 16592.67 / Max: 16618Min: 18641 / Avg: 18695.67 / Max: 18745Min: 20519 / Avg: 20739.33 / Max: 20860Min: 19745 / Avg: 19748.67 / Max: 19751Min: 33182 / Avg: 33251.67 / Max: 33335Min: 39950 / Avg: 40209.67 / Max: 40362Min: 9473 / Avg: 9494.67 / Max: 9516Min: 18670 / Avg: 18733.33 / Max: 18834Min: 20811 / Avg: 20887 / Max: 20954Min: 12881 / Avg: 12916.33 / Max: 12978Min: 37723 / Avg: 37847.33 / Max: 37913Min: 18170 / Avg: 18213.33 / Max: 18266Min: 21137 / Avg: 21217.33 / Max: 21300Min: 26970 / Avg: 27017.67 / Max: 27095Min: 28024 / Avg: 28069.67 / Max: 28153Min: 13049 / Avg: 13073 / Max: 13087Min: 28860 / Avg: 28986.67 / Max: 29171Min: 31346 / Avg: 31364 / Max: 31379Min: 26917 / Avg: 27044.33 / Max: 27161Min: 13728 / Avg: 13764.67 / Max: 13798

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 5600 XTRX Vega 56RX 5700 XTRX 5700Radeon VII3691215SE +/- 0.013, N = 3SE +/- 0.025, N = 3SE +/- 0.035, N = 3SE +/- 0.019, N = 3SE +/- 0.006, N = 312.02910.2668.9949.4137.257
OpenBenchmarking.orgSeconds, Fewer Is BetterRealSR-NCNN 20200818Scale: 4x - TAA: NoRX 5600 XTRX Vega 56RX 5700 XTRX 5700Radeon VII48121620Min: 12 / Avg: 12.03 / Max: 12.04Min: 10.22 / Avg: 10.27 / Max: 10.31Min: 8.94 / Avg: 8.99 / Max: 9.06Min: 9.39 / Avg: 9.41 / Max: 9.45Min: 7.25 / Avg: 7.26 / Max: 7.26

OpenBenchmarking.orgSeconds, Fewer Is BetterRealSR-NCNN 20200818Scale: 4x - TAA: YesRX 5600 XTRX Vega 56RX 5700 XTRX 5700Radeon VII20406080100SE +/- 0.10, N = 3SE +/- 0.14, N = 3SE +/- 0.21, N = 3SE +/- 0.32, N = 3SE +/- 0.08, N = 380.0866.1055.7359.2641.30
OpenBenchmarking.orgSeconds, Fewer Is BetterRealSR-NCNN 20200818Scale: 4x - TAA: YesRX 5600 XTRX Vega 56RX 5700 XTRX 5700Radeon VII1530456075Min: 79.88 / Avg: 80.08 / Max: 80.2Min: 65.94 / Avg: 66.1 / Max: 66.37Min: 55.32 / Avg: 55.73 / Max: 55.96Min: 58.76 / Avg: 59.26 / Max: 59.85Min: 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 5600 XTRX Vega 56RX 5700 XTRX 5700Radeon VII2K4K6K8K10K739972099308883110659

OpenBenchmarking.orgScore, More Is BetterGLmark2 2020.04Resolution: 2560 x 1440RX 5600 XTRX Vega 56RX 5700 XTRX 5700Radeon VII1600320048006400800045074595580555637341

OpenBenchmarking.orgScore, More Is BetterGLmark2 2020.04Resolution: 3840 x 2160RX 5600 XTRX Vega 56RX 5700 XTRX 5700Radeon VII800160024003200400020622315279827073903

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 5600 XTRX Vega 56RX 5700 XTRX 5700Radeon VII1.14082.28163.42244.56325.704SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.02, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 33.604.913.313.575.07MIN: 3.48 / MAX: 5.3MIN: 4.76 / MAX: 5.78MIN: 3.21 / MAX: 3.5MIN: 3.46 / MAX: 3.77MIN: 4.71 / MAX: 9.341. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: squeezenetRX 5600 XTRX Vega 56RX 5700 XTRX 5700Radeon VII246810Min: 3.58 / Avg: 3.6 / Max: 3.61Min: 4.9 / Avg: 4.91 / Max: 4.91Min: 3.29 / Avg: 3.31 / Max: 3.35Min: 3.56 / Avg: 3.57 / Max: 3.57Min: 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 5600 XTRX Vega 56RX 5700 XTRX 5700Radeon VII3691215SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.03, N = 36.586.256.566.609.87MIN: 6.54 / MAX: 6.77MIN: 6.17 / MAX: 6.44MIN: 6.49 / MAX: 6.71MIN: 6.54 / MAX: 6.76MIN: 6.98 / MAX: 25.451. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: mobilenetRX 5600 XTRX Vega 56RX 5700 XTRX 5700Radeon VII3691215Min: 6.57 / Avg: 6.58 / Max: 6.58Min: 6.24 / Avg: 6.25 / Max: 6.25Min: 6.52 / Avg: 6.56 / Max: 6.58Min: 6.58 / Avg: 6.6 / Max: 6.62Min: 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 5600 XTRX Vega 56RX 5700 XTRX 5700Radeon VII0.65251.3051.95752.613.2625SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 32.142.611.952.152.90MIN: 2.09 / MAX: 2.36MIN: 2.57 / MAX: 3.31MIN: 1.92 / MAX: 2.19MIN: 2.11 / MAX: 3.05MIN: 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 5600 XTRX Vega 56RX 5700 XTRX 5700Radeon VII246810Min: 2.13 / Avg: 2.14 / Max: 2.14Min: 2.6 / Avg: 2.61 / Max: 2.63Min: 1.95 / Avg: 1.95 / Max: 1.96Min: 2.14 / Avg: 2.15 / Max: 2.16Min: 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 5600 XTRX Vega 56RX 5700 XTRX 5700Radeon VII0.9181.8362.7543.6724.59SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 33.093.712.823.134.08MIN: 3.05 / MAX: 3.31MIN: 3.67 / MAX: 4.44MIN: 2.78 / MAX: 3.06MIN: 3.08 / MAX: 3.74MIN: 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 5600 XTRX Vega 56RX 5700 XTRX 5700Radeon VII246810Min: 3.09 / Avg: 3.09 / Max: 3.1Min: 3.7 / Avg: 3.71 / Max: 3.72Min: 2.82 / Avg: 2.82 / Max: 2.83Min: 3.13 / Avg: 3.13 / Max: 3.13Min: 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 5600 XTRX Vega 56RX 5700 XTRX 5700Radeon VII0.59631.19261.78892.38522.9815SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 31.832.351.711.862.65MIN: 1.81 / MAX: 2.02MIN: 2.31 / MAX: 3.34MIN: 1.69 / MAX: 2MIN: 1.84 / MAX: 2.07MIN: 2.63 / MAX: 2.881. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: shufflenet-v2RX 5600 XTRX Vega 56RX 5700 XTRX 5700Radeon VII246810Min: 1.83 / Avg: 1.83 / Max: 1.83Min: 2.34 / Avg: 2.35 / Max: 2.36Min: 1.71 / Avg: 1.71 / Max: 1.72Min: 1.86 / Avg: 1.86 / Max: 1.87Min: 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 5600 XTRX Vega 56RX 5700 XTRX 5700Radeon VII0.721.442.162.883.6SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 32.232.802.052.243.20MIN: 2.18 / MAX: 4.11MIN: 2.75 / MAX: 3.88MIN: 2.01 / MAX: 2.47MIN: 2.21 / 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 5600 XTRX Vega 56RX 5700 XTRX 5700Radeon VII246810Min: 2.22 / Avg: 2.23 / Max: 2.23Min: 2.79 / Avg: 2.8 / Max: 2.81Min: 2.04 / Avg: 2.05 / Max: 2.06Min: 2.24 / Avg: 2.24 / Max: 2.25Min: 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 5600 XTRX Vega 56RX 5700 XTRX 5700Radeon VII3691215SE +/- 0.03, N = 3SE +/- 0.30, N = 3SE +/- 0.02, N = 3SE +/- 0.18, N = 3SE +/- 0.21, N = 37.1610.566.217.4511.21MIN: 6.68 / MAX: 24.27MIN: 9.2 / MAX: 27.19MIN: 6.07 / MAX: 11.02MIN: 6.81 / MAX: 27.08MIN: 9.77 / MAX: 33.861. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: efficientnet-b0RX 5600 XTRX Vega 56RX 5700 XTRX 5700Radeon VII3691215Min: 7.1 / Avg: 7.16 / Max: 7.22Min: 10.01 / Avg: 10.56 / Max: 11.06Min: 6.18 / Avg: 6.21 / Max: 6.24Min: 7.16 / Avg: 7.45 / Max: 7.78Min: 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 5600 XTRX Vega 56RX 5700 XTRX 5700Radeon VII0.21150.4230.63450.8461.0575SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 30.760.870.730.770.94MIN: 0.74 / MAX: 1.1MIN: 0.85 / MAX: 1.56MIN: 0.7 / MAX: 1.11MIN: 0.75 / 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 5600 XTRX Vega 56RX 5700 XTRX 5700Radeon VII246810Min: 0.75 / Avg: 0.76 / Max: 0.77Min: 0.86 / Avg: 0.87 / Max: 0.88Min: 0.72 / Avg: 0.73 / Max: 0.73Min: 0.76 / Avg: 0.77 / Max: 0.78Min: 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 5600 XTRX Vega 56RX 5700 XTRX 5700Radeon VII246810SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.28, N = 34.235.743.874.277.18MIN: 4.21 / MAX: 4.44MIN: 5.7 / MAX: 6.62MIN: 3.83 / MAX: 9.58MIN: 4.24 / MAX: 5.75MIN: 6.67 / MAX: 29.141. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: googlenetRX 5600 XTRX Vega 56RX 5700 XTRX 5700Radeon VII3691215Min: 4.23 / Avg: 4.23 / Max: 4.23Min: 5.73 / Avg: 5.74 / Max: 5.75Min: 3.85 / Avg: 3.87 / Max: 3.89Min: 4.26 / Avg: 4.27 / Max: 4.28Min: 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 5600 XTRX Vega 56RX 5700 XTRX 5700Radeon VII48121620SE +/- 0.08, N = 3SE +/- 0.06, N = 3SE +/- 0.13, N = 3SE +/- 0.13, N = 3SE +/- 0.06, N = 315.3111.6112.9715.0510.27MIN: 14.47 / MAX: 34.92MIN: 10.68 / MAX: 28.02MIN: 12.15 / MAX: 32.38MIN: 13.68 / MAX: 35.48MIN: 8.89 / MAX: 31.171. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: vgg16RX 5600 XTRX Vega 56RX 5700 XTRX 5700Radeon VII48121620Min: 15.2 / Avg: 15.31 / Max: 15.47Min: 11.52 / Avg: 11.61 / Max: 11.71Min: 12.79 / Avg: 12.97 / Max: 13.23Min: 14.81 / Avg: 15.05 / Max: 15.25Min: 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 5600 XTRX Vega 56RX 5700 XTRX 5700Radeon 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 = 31.732.191.561.712.07MIN: 1.7 / MAX: 6.56MIN: 2.11 / MAX: 2.62MIN: 1.54 / MAX: 3.04MIN: 1.68 / MAX: 2MIN: 2.02 / MAX: 2.261. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: resnet18RX 5600 XTRX Vega 56RX 5700 XTRX 5700Radeon VII246810Min: 1.71 / Avg: 1.73 / Max: 1.75Min: 2.18 / Avg: 2.19 / Max: 2.2Min: 1.55 / Avg: 1.56 / Max: 1.56Min: 1.7 / Avg: 1.71 / Max: 1.71Min: 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 5600 XTRX Vega 56RX 5700 XTRX 5700Radeon VII1.22632.45263.67894.90526.1315SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.08, N = 3SE +/- 0.19, N = 35.204.404.795.453.99MIN: 4.91 / MAX: 13.16MIN: 4.29 / MAX: 5.04MIN: 4.55 / MAX: 5.54MIN: 5.1 / MAX: 15.28MIN: 3.62 / MAX: 21.471. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: alexnetRX 5600 XTRX Vega 56RX 5700 XTRX 5700Radeon VII246810Min: 5.18 / Avg: 5.2 / Max: 5.22Min: 4.39 / Avg: 4.4 / Max: 4.41Min: 4.77 / Avg: 4.79 / Max: 4.8Min: 5.35 / Avg: 5.45 / Max: 5.6Min: 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 5600 XTRX Vega 56RX 5700 XTRX 5700Radeon VII246810SE +/- 0.05, N = 3SE +/- 0.08, N = 3SE +/- 0.01, N = 3SE +/- 0.05, N = 3SE +/- 0.16, N = 35.006.574.445.046.74MIN: 4.9 / MAX: 20.02MIN: 6.13 / MAX: 20.05MIN: 4.4 / MAX: 4.62MIN: 4.94 / MAX: 20.04MIN: 6.05 / MAX: 28.021. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: resnet50RX 5600 XTRX Vega 56RX 5700 XTRX 5700Radeon VII3691215Min: 4.94 / Avg: 5 / Max: 5.1Min: 6.41 / Avg: 6.57 / Max: 6.65Min: 4.42 / Avg: 4.44 / Max: 4.46Min: 4.98 / Avg: 5.04 / Max: 5.14Min: 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 5600 XTRX Vega 56RX 5700 XTRX 5700Radeon VII3691215SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.03, N = 3SE +/- 0.01, N = 3SE +/- 0.15, N = 38.517.688.298.509.73MIN: 8.45 / MAX: 9.17MIN: 7.59 / MAX: 17.7MIN: 8.2 / MAX: 8.46MIN: 8.43 / MAX: 9.12MIN: 9.25 / MAX: 17.971. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: yolov4-tinyRX 5600 XTRX Vega 56RX 5700 XTRX 5700Radeon VII3691215Min: 8.49 / Avg: 8.51 / Max: 8.53Min: 7.66 / Avg: 7.68 / Max: 7.7Min: 8.23 / Avg: 8.29 / Max: 8.33Min: 8.49 / Avg: 8.5 / Max: 8.51Min: 9.53 / Avg: 9.73 / Max: 10.031. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread