090320211754-ryzen7

AMD Ryzen 7 3800X 8-Core testing with a ASUS ROG STRIX B550-F GAMING (WI-FI) (0805 BIOS) and MSI NVIDIA GeForce GTX 1660 SUPER 6GB on Pop 20.10 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 2103094-HA-2103097HA34
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Zotac NVIDIA GeForce GTX 650 Ti
March 09 2021
  2 Hours, 35 Minutes
09032021-ryzen7-gtx1660
March 09 2021
  1 Hour, 5 Minutes
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090320211754-ryzen7ProcessorMotherboardChipsetMemoryDiskGraphicsAudioMonitorNetworkOSKernelDesktopDisplay ServerDisplay DriverOpenGLVulkanCompilerFile-SystemScreen ResolutionZotac NVIDIA GeForce GTX 650 Ti09032021-ryzen7-gtx1660AMD Ryzen 7 3800X 8-Core @ 3.90GHz (8 Cores / 16 Threads)ASUS ROG STRIX B550-F GAMING (WI-FI) (0805 BIOS)AMD Starship/Matisse32GB256GB SAMSUNG MZVLB256HAHQ-000L7Zotac NVIDIA GeForce GTX 650 Ti 2GBNVIDIA GK106 HDMI AudioMP59G + EW234Intel + Intel Wi-Fi 6 AX200Pop 20.105.8.0-7642-generic (x86_64)GNOME Shell 3.38.3X Server 1.20.9NVIDIA 460.564.6.01.2.155GCC 10.2.0ext43840x1080MSI NVIDIA GeForce GTX 1660 SUPER 6GBNVIDIA TU116 HD AudioMP59G1920x1080OpenBenchmarking.orgKernel Details- Transparent Huge Pages: madviseCompiler 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++,m2 --enable-libphobos-checking=release --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-targets=nvptx-none=/build/gcc-10-JvwpWM/gcc-10-10.2.0/debian/tmp-nvptx/usr,amdgcn-amdhsa=/build/gcc-10-JvwpWM/gcc-10-10.2.0/debian/tmp-gcn/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 Processor Details- Scaling Governor: acpi-cpufreq ondemand (Boost: Enabled) - CPU Microcode: 0x8701021Security 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

Zotac NVIDIA GeForce GTX 650 Ti vs. 09032021-ryzen7-gtx1660 ComparisonPhoronix Test SuiteBaseline+306.6%+306.6%+613.2%+613.2%+919.8%+919.8%851.2%372.8%107%1226.2%1038.2%903.9%36.8%5.9%5.9%5.7%4.6%4.2%3.2%2.8%2.7%2.3%2x - 3 - Yes2x - 3 - No2x - Double2x - Single4x - Yes4x - NoETC1 - HighestETC2 RGB - Highest7.1%Vulkan GPU - alexnetVulkan GPU - vgg16Vulkan GPU - resnet50Vulkan GPU - yolov4-tinyVulkan GPU - resnet18Vulkan GPU - mobilenetVulkan GPU - googlenetVulkan GPU - regnety_400mVulkan GPU - squeezenet_ssdWaifu2x-NCNN VulkanWaifu2x-NCNN VulkanVkResampleVkResampleRealSR-NCNNRealSR-NCNNBetsy GPU CompressorBetsy GPU CompressorNCNNNCNNNCNNNCNNNCNNNCNNNCNNNCNNNCNNZotac NVIDIA GeForce GTX 650 Ti09032021-ryzen7-gtx1660

090320211754-ryzen7realsr-ncnn: 4x - Norealsr-ncnn: 4x - Yeswaifu2x-ncnn: 2x - 3 - Nowaifu2x-ncnn: 2x - 3 - Yesbetsy: 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 - resnet18ncnn: Vulkan GPU - alexnetncnn: Vulkan GPU - resnet50ncnn: Vulkan GPU - yolov4-tinyncnn: Vulkan GPU - squeezenet_ssdncnn: Vulkan GPU - regnety_400mZotac NVIDIA GeForce GTX 650 Ti09032021-ryzen7-gtx1660177.6981396.5859.76371.28113.00712.7101000.025394.97619.916.505.406.885.238.492.5618.1167.7819.0414.6533.1030.6524.3419.8117.700122.6962.0657.4949.50513.618483.10829.78319.296.515.386.825.178.472.5317.6164.0218.2713.8331.3129.3123.7919.28OpenBenchmarking.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: NoZotac NVIDIA GeForce GTX 650 Ti09032021-ryzen7-gtx16604080120160200SE +/- 0.07, N = 3SE +/- 0.12, N = 3177.7017.70
OpenBenchmarking.orgSeconds, Fewer Is BetterRealSR-NCNN 20200818Scale: 4x - TAA: NoZotac NVIDIA GeForce GTX 650 Ti09032021-ryzen7-gtx1660306090120150Min: 177.58 / Avg: 177.7 / Max: 177.84Min: 17.47 / Avg: 17.7 / Max: 17.85

OpenBenchmarking.orgSeconds, Fewer Is BetterRealSR-NCNN 20200818Scale: 4x - TAA: YesZotac NVIDIA GeForce GTX 650 Ti09032021-ryzen7-gtx166030060090012001500SE +/- 1.53, N = 3SE +/- 0.39, N = 31396.59122.70
OpenBenchmarking.orgSeconds, Fewer Is BetterRealSR-NCNN 20200818Scale: 4x - TAA: YesZotac NVIDIA GeForce GTX 650 Ti09032021-ryzen7-gtx16602004006008001000Min: 1393.64 / Avg: 1396.59 / Max: 1398.74Min: 121.93 / Avg: 122.7 / Max: 123.12

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: NoZotac NVIDIA GeForce GTX 650 Ti09032021-ryzen7-gtx16603691215SE +/- 0.008, N = 3SE +/- 0.020, N = 39.7632.065
OpenBenchmarking.orgSeconds, Fewer Is BetterWaifu2x-NCNN Vulkan 20200818Scale: 2x - Denoise: 3 - TAA: NoZotac NVIDIA GeForce GTX 650 Ti09032021-ryzen7-gtx16603691215Min: 9.75 / Avg: 9.76 / Max: 9.78Min: 2.04 / Avg: 2.07 / Max: 2.1

OpenBenchmarking.orgSeconds, Fewer Is BetterWaifu2x-NCNN Vulkan 20200818Scale: 2x - Denoise: 3 - TAA: YesZotac NVIDIA GeForce GTX 650 Ti09032021-ryzen7-gtx16601632486480SE +/- 0.033, N = 3SE +/- 0.009, N = 371.2817.494
OpenBenchmarking.orgSeconds, Fewer Is BetterWaifu2x-NCNN Vulkan 20200818Scale: 2x - Denoise: 3 - TAA: YesZotac NVIDIA GeForce GTX 650 Ti09032021-ryzen7-gtx16601428425670Min: 71.22 / Avg: 71.28 / Max: 71.32Min: 7.48 / Avg: 7.49 / Max: 7.51

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: HighestZotac NVIDIA GeForce GTX 650 Ti09032021-ryzen7-gtx16603691215SE +/- 0.173, N = 15SE +/- 0.032, N = 313.0079.5051. (CXX) g++ options: -O3 -O2 -lpthread -ldl
OpenBenchmarking.orgSeconds, Fewer Is BetterBetsy GPU Compressor 1.1 BetaCodec: ETC1 - Quality: HighestZotac NVIDIA GeForce GTX 650 Ti09032021-ryzen7-gtx166048121620Min: 12.37 / Avg: 13.01 / Max: 14.58Min: 9.45 / Avg: 9.51 / Max: 9.571. (CXX) g++ options: -O3 -O2 -lpthread -ldl

OpenBenchmarking.orgSeconds, Fewer Is BetterBetsy GPU Compressor 1.1 BetaCodec: ETC2 RGB - Quality: HighestZotac NVIDIA GeForce GTX 650 Ti09032021-ryzen7-gtx16603691215SE +/- 0.15, N = 15SE +/- 0.01, N = 312.7113.621. (CXX) g++ options: -O3 -O2 -lpthread -ldl
OpenBenchmarking.orgSeconds, Fewer Is BetterBetsy GPU Compressor 1.1 BetaCodec: ETC2 RGB - Quality: HighestZotac NVIDIA GeForce GTX 650 Ti09032021-ryzen7-gtx166048121620Min: 12.34 / Avg: 12.71 / Max: 14.21Min: 13.59 / Avg: 13.62 / Max: 13.641. (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: DoubleZotac NVIDIA GeForce GTX 650 Ti09032021-ryzen7-gtx16602004006008001000SE +/- 0.00, N = 3SE +/- 0.56, N = 31000.03483.111. (CXX) g++ options: -O3 -pthread
OpenBenchmarking.orgms, Fewer Is BetterVkResample 1.0Upscale: 2x - Precision: DoubleZotac NVIDIA GeForce GTX 650 Ti09032021-ryzen7-gtx16602004006008001000Min: 1000.02 / Avg: 1000.03 / Max: 1000.03Min: 482.13 / Avg: 483.11 / Max: 484.061. (CXX) g++ options: -O3 -pthread

OpenBenchmarking.orgms, Fewer Is BetterVkResample 1.0Upscale: 2x - Precision: SingleZotac NVIDIA GeForce GTX 650 Ti09032021-ryzen7-gtx166090180270360450SE +/- 1.97, N = 3SE +/- 0.03, N = 3394.9829.781. (CXX) g++ options: -O3 -pthread
OpenBenchmarking.orgms, Fewer Is BetterVkResample 1.0Upscale: 2x - Precision: SingleZotac NVIDIA GeForce GTX 650 Ti09032021-ryzen7-gtx166070140210280350Min: 392.87 / Avg: 394.98 / Max: 398.9Min: 29.74 / Avg: 29.78 / Max: 29.821. (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 20201218Target: Vulkan GPU - Model: mobilenetZotac NVIDIA GeForce GTX 650 Ti09032021-ryzen7-gtx1660510152025SE +/- 0.03, N = 3SE +/- 0.08, N = 319.9119.29MIN: 18.15 / MAX: 75.64MIN: 18.17 / MAX: 37.541. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU - Model: mobilenetZotac NVIDIA GeForce GTX 650 Ti09032021-ryzen7-gtx1660510152025Min: 19.87 / Avg: 19.91 / Max: 19.97Min: 19.14 / Avg: 19.29 / Max: 19.371. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU-v2-v2 - Model: mobilenet-v2Zotac NVIDIA GeForce GTX 650 Ti09032021-ryzen7-gtx1660246810SE +/- 0.04, N = 3SE +/- 0.01, N = 36.506.51MIN: 5.95 / MAX: 25.39MIN: 5.85 / MAX: 44.341. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU-v2-v2 - Model: mobilenet-v2Zotac NVIDIA GeForce GTX 650 Ti09032021-ryzen7-gtx16603691215Min: 6.44 / Avg: 6.5 / Max: 6.57Min: 6.49 / Avg: 6.51 / Max: 6.541. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU-v3-v3 - Model: mobilenet-v3Zotac NVIDIA GeForce GTX 650 Ti09032021-ryzen7-gtx16601.2152.433.6454.866.075SE +/- 0.03, N = 3SE +/- 0.09, N = 35.405.38MIN: 4.93 / MAX: 21.71MIN: 4.98 / MAX: 15.281. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU-v3-v3 - Model: mobilenet-v3Zotac NVIDIA GeForce GTX 650 Ti09032021-ryzen7-gtx1660246810Min: 5.34 / Avg: 5.4 / Max: 5.46Min: 5.2 / Avg: 5.38 / Max: 5.51. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU - Model: shufflenet-v2Zotac NVIDIA GeForce GTX 650 Ti09032021-ryzen7-gtx1660246810SE +/- 0.11, N = 3SE +/- 0.01, N = 36.886.82MIN: 6.34 / MAX: 37.58MIN: 6.54 / MAX: 20.641. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU - Model: shufflenet-v2Zotac NVIDIA GeForce GTX 650 Ti09032021-ryzen7-gtx16603691215Min: 6.65 / Avg: 6.88 / Max: 7.02Min: 6.8 / Avg: 6.82 / Max: 6.841. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU - Model: mnasnetZotac NVIDIA GeForce GTX 650 Ti09032021-ryzen7-gtx16601.17682.35363.53044.70725.884SE +/- 0.02, N = 2SE +/- 0.02, N = 35.235.17MIN: 4.7 / MAX: 22.9MIN: 4.77 / MAX: 19.231. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU - Model: mnasnetZotac NVIDIA GeForce GTX 650 Ti09032021-ryzen7-gtx1660246810Min: 5.21 / Avg: 5.23 / Max: 5.24Min: 5.14 / Avg: 5.17 / Max: 5.191. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU - Model: efficientnet-b0Zotac NVIDIA GeForce GTX 650 Ti09032021-ryzen7-gtx1660246810SE +/- 0.06, N = 3SE +/- 0.07, N = 38.498.47MIN: 7.7 / MAX: 63.61MIN: 7.99 / MAX: 30.351. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU - Model: efficientnet-b0Zotac NVIDIA GeForce GTX 650 Ti09032021-ryzen7-gtx16603691215Min: 8.39 / Avg: 8.49 / Max: 8.61Min: 8.36 / Avg: 8.47 / Max: 8.591. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU - Model: blazefaceZotac NVIDIA GeForce GTX 650 Ti09032021-ryzen7-gtx16600.5761.1521.7282.3042.88SE +/- 0.06, N = 3SE +/- 0.07, N = 32.562.53MIN: 2.39 / MAX: 20.64MIN: 2.33 / MAX: 3.731. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU - Model: blazefaceZotac NVIDIA GeForce GTX 650 Ti09032021-ryzen7-gtx1660246810Min: 2.5 / Avg: 2.56 / Max: 2.67Min: 2.42 / Avg: 2.53 / Max: 2.671. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU - Model: googlenetZotac NVIDIA GeForce GTX 650 Ti09032021-ryzen7-gtx166048121620SE +/- 0.27, N = 3SE +/- 0.26, N = 318.1117.61MIN: 16.83 / MAX: 64.55MIN: 16.49 / MAX: 148.051. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU - Model: googlenetZotac NVIDIA GeForce GTX 650 Ti09032021-ryzen7-gtx1660510152025Min: 17.83 / Avg: 18.11 / Max: 18.65Min: 17.34 / Avg: 17.61 / Max: 18.141. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU - Model: vgg16Zotac NVIDIA GeForce GTX 650 Ti09032021-ryzen7-gtx16601530456075SE +/- 0.04, N = 3SE +/- 0.07, N = 367.7864.02MIN: 63.17 / MAX: 144.2MIN: 62.33 / MAX: 90.921. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU - Model: vgg16Zotac NVIDIA GeForce GTX 650 Ti09032021-ryzen7-gtx16601326395265Min: 67.71 / Avg: 67.78 / Max: 67.86Min: 63.88 / Avg: 64.02 / Max: 64.121. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU - Model: resnet18Zotac NVIDIA GeForce GTX 650 Ti09032021-ryzen7-gtx1660510152025SE +/- 0.05, N = 3SE +/- 0.03, N = 319.0418.27MIN: 17.9 / MAX: 78.06MIN: 17.68 / MAX: 39.791. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU - Model: resnet18Zotac NVIDIA GeForce GTX 650 Ti09032021-ryzen7-gtx1660510152025Min: 18.99 / Avg: 19.04 / Max: 19.13Min: 18.22 / Avg: 18.27 / Max: 18.31. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU - Model: alexnetZotac NVIDIA GeForce GTX 650 Ti09032021-ryzen7-gtx166048121620SE +/- 0.26, N = 3SE +/- 0.05, N = 314.6513.83MIN: 13.55 / MAX: 158.28MIN: 13.34 / MAX: 24.031. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU - Model: alexnetZotac NVIDIA GeForce GTX 650 Ti09032021-ryzen7-gtx166048121620Min: 14.3 / Avg: 14.65 / Max: 15.17Min: 13.77 / Avg: 13.83 / Max: 13.931. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU - Model: resnet50Zotac NVIDIA GeForce GTX 650 Ti09032021-ryzen7-gtx1660816243240SE +/- 0.45, N = 3SE +/- 0.26, N = 333.1031.31MIN: 30.34 / MAX: 200.33MIN: 30.17 / MAX: 88.41. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU - Model: resnet50Zotac NVIDIA GeForce GTX 650 Ti09032021-ryzen7-gtx1660714212835Min: 32.61 / Avg: 33.1 / Max: 34Min: 30.82 / Avg: 31.31 / Max: 31.721. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU - Model: yolov4-tinyZotac NVIDIA GeForce GTX 650 Ti09032021-ryzen7-gtx1660714212835SE +/- 0.19, N = 3SE +/- 0.09, N = 330.6529.31MIN: 28.68 / MAX: 99.41MIN: 28.59 / MAX: 34.681. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU - Model: yolov4-tinyZotac NVIDIA GeForce GTX 650 Ti09032021-ryzen7-gtx1660714212835Min: 30.31 / Avg: 30.65 / Max: 30.97Min: 29.19 / Avg: 29.31 / Max: 29.481. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU - Model: squeezenet_ssdZotac NVIDIA GeForce GTX 650 Ti09032021-ryzen7-gtx1660612182430SE +/- 0.07, N = 3SE +/- 0.45, N = 324.3423.79MIN: 22.99 / MAX: 80.74MIN: 22.61 / MAX: 130.381. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU - Model: squeezenet_ssdZotac NVIDIA GeForce GTX 650 Ti09032021-ryzen7-gtx1660612182430Min: 24.21 / Avg: 24.34 / Max: 24.43Min: 23.24 / Avg: 23.79 / Max: 24.691. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU - Model: regnety_400mZotac NVIDIA GeForce GTX 650 Ti09032021-ryzen7-gtx1660510152025SE +/- 0.21, N = 3SE +/- 0.15, N = 319.8119.28MIN: 18.27 / MAX: 97.67MIN: 18.5 / MAX: 21.291. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU - Model: regnety_400mZotac NVIDIA GeForce GTX 650 Ti09032021-ryzen7-gtx1660510152025Min: 19.45 / Avg: 19.81 / Max: 20.17Min: 18.98 / Avg: 19.28 / Max: 19.471. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread