nvidia-tests AMD FX-8350 Eight-Core testing with a ASUS SABERTOOTH 990FX R2.0 (2901 BIOS) and MSI NVIDIA GeForce GT 1030 2GB on Gentoo/Linux via the Phoronix Test Suite.
HTML result view exported from: https://openbenchmarking.org/result/2111171-TJ-NVIDIATES55 .
nvidia-tests Processor Motherboard Chipset Memory Disk Graphics Audio Monitor Network OS Kernel Display Server Display Driver OpenCL Vulkan Compiler File-System Screen Resolution Desktop OpenGL Gentoo Gentoo_OC Win10_OC AMD FX-8350 Eight-Core @ 4.00GHz (4 Cores / 8 Threads) ASUS SABERTOOTH 990FX R2.0 (2901 BIOS) AMD RD9x0/RX980 16GB 1000GB CT1000MX500SSD1 + 3001GB TOSHIBA DT01ACA3 + 2000GB Seagate ST2000DL003-9VT1 + 500GB CT500MX500SSD1 MSI NVIDIA GeForce GT 1030 2GB Realtek ALC892 G27QC Realtek RTL8111/8168/8411 Gentoo/Linux 5.15.2-gentoo-x86_64 (x86_64) X Server 1.20.13 NVIDIA OpenCL 3.0 CUDA 11.5.100 1.2.186 GCC 11.2.0 + Clang 13.0.0 + LLVM 13.0.0 + CUDA 11.5 ext4 1280x1024 MSI NVIDIA GeForce GT 1030 2GB OC KDE Plasma 5.22.5 4.6.0 2560x1440 2 x 8192 MB 800MHz Kingston 466GB CT500MX5 00SSD1 SATA Disk + 2795GB TOSHIBA DT01ACA300 SATA Disk + 932GB CT1000MX 500SSD1 SATA Disk + 1863GB ST2000DL 003-9VT166 SATA Disk NVIDIA GeForce GT 1030 2GB NVIDIA HD Audio + Realtek HD Audio + NVIDIA Virtual Audio Device (Wave Extensible) (WDM) + HD Webcam C510 G7QC VirtualBox Host-Only + Symantec TAP Driver + RAS Async + Bluetooth Device (Personal Area ) + Bluetooth Device (Personal Area ) #2 Microsoft Windows 10 Pro Build 19043 10.0 (x86_64) 496.49 (30.0.14.9649) OpenCL 3.0 CUDA 11.5.76 + OpenCL 1.2 AMD-APP (937.2) GCC 8.3.0 + Clang 6.0.0 NTFS OpenBenchmarking.org Kernel Details - Gentoo, Gentoo_OC: Transparent Huge Pages: madvise Compiler Details - Gentoo, Gentoo_OC: --bindir=/usr/x86_64-pc-linux-gnu/gcc-bin/11.2.0 --build=x86_64-pc-linux-gnu --datadir=/usr/share/gcc-data/x86_64-pc-linux-gnu/11.2.0 --disable-esp --disable-fixed-point --disable-libada --disable-libssp --disable-libunwind-exceptions --disable-libvtv --disable-systemtap --disable-valgrind-annotations --disable-vtable-verify --disable-werror --enable-__cxa_atexit --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-default-ssp --enable-languages=c,c++,fortran --enable-libgomp --enable-libstdcxx-time --enable-lto --enable-multilib --enable-nls --enable-obsolete --enable-secureplt --enable-shared --enable-targets=all --enable-threads=posix --host=x86_64-pc-linux-gnu --includedir=/usr/lib/gcc/x86_64-pc-linux-gnu/11.2.0/include --mandir=/usr/share/gcc-data/x86_64-pc-linux-gnu/11.2.0/man --with-multilib-list=m32,m64 --with-python-dir=/share/gcc-data/x86_64-pc-linux-gnu/11.2.0/python --without-isl --without-zstd Processor Details - Gentoo: Scaling Governor: acpi-cpufreq schedutil (Boost: Enabled) - CPU Microcode: 0x6000852 - Gentoo_OC: Scaling Governor: acpi-cpufreq schedutil (Boost: Enabled) - CPU Microcode: 0x6000852 - Win10_OC: CPU Microcode: 5208000600000000 Graphics Details - Gentoo: BAR1 / Visible vRAM Size: 256 MiB Security Details - Gentoo: 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: disabled RSB filling + srbds: Not affected + tsx_async_abort: Not affected - Gentoo_OC: 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: disabled RSB filling + srbds: Not affected + tsx_async_abort: Not affected - Win10_OC: __user pointer sanitization: Disabled + Retpoline: Full + IBPB: Always Environment Details - Win10_OC: windows_tracing_flags=3
nvidia-tests cl-mem: Copy cl-mem: Read cl-mem: Write clpeak: Kernel Latency clpeak: Integer Compute INT clpeak: Single-Precision Float clpeak: Double-Precision Double clpeak: Global Memory Bandwidth clpeak: Transfer Bandwidth enqueueReadBuffer clpeak: Transfer Bandwidth enqueueWriteBuffer fahbench: luxcorerender: DLSC - GPU luxcorerender: Danish Mood - GPU luxcorerender: Orange Juice - GPU luxcorerender: LuxCore Benchmark - GPU luxcorerender: Rainbow Colors and Prism - GPU luxcorerender: DLSC - CPU luxcorerender: Danish Mood - CPU luxcorerender: Orange Juice - CPU luxcorerender: LuxCore Benchmark - CPU luxcorerender: Rainbow Colors and Prism - CPU ncnn: CPU - mobilenet ncnn: CPU-v2-v2 - mobilenet-v2 ncnn: CPU-v3-v3 - mobilenet-v3 ncnn: CPU - shufflenet-v2 ncnn: CPU - mnasnet ncnn: CPU - efficientnet-b0 ncnn: CPU - blazeface ncnn: CPU - googlenet ncnn: CPU - vgg16 ncnn: CPU - resnet18 ncnn: CPU - alexnet ncnn: CPU - resnet50 ncnn: CPU - yolov4-tiny ncnn: CPU - squeezenet_ssd ncnn: CPU - regnety_400m ncnn: Vulkan GPU - mobilenet ncnn: Vulkan GPU-v2-v2 - mobilenet-v2 ncnn: Vulkan GPU-v3-v3 - mobilenet-v3 ncnn: Vulkan GPU - shufflenet-v2 ncnn: Vulkan GPU - mnasnet ncnn: Vulkan GPU - efficientnet-b0 ncnn: Vulkan GPU - blazeface ncnn: Vulkan GPU - googlenet ncnn: Vulkan GPU - vgg16 ncnn: Vulkan GPU - resnet18 ncnn: Vulkan GPU - alexnet ncnn: Vulkan GPU - resnet50 ncnn: Vulkan GPU - yolov4-tiny ncnn: Vulkan GPU - squeezenet_ssd ncnn: Vulkan GPU - regnety_400m indigobench: CPU - Bedroom indigobench: CPU - Supercar indigobench: OpenCL GPU - Bedroom indigobench: OpenCL GPU - Supercar lczero: BLAS lczero: Eigen lczero: OpenCL lczero: CUDA + cuDNN neatbench: CPU neatbench: GPU octanebench: Total Score realsr-ncnn: 4x - No realsr-ncnn: 4x - Yes vkpeak: fp32-scalar vkpeak: fp32-vec4 vkpeak: fp64-scalar vkpeak: fp64-vec4 vkpeak: int32-scalar vkpeak: int32-vec4 vkresample: 2x - Double vkresample: 2x - Single waifu2x-ncnn: 2x - 3 - No waifu2x-ncnn: 2x - 3 - Yes Gentoo Gentoo_OC Win10_OC 37.3 40.7 39.4 6.43 353.72 1139.82 41.27 39.52 1.69 1.49 25.7380 0.3 0.08 0.33 0.11 1.68 0.52 0.15 0.76 0.18 2.11 60.06 18.16 14.71 11.46 16.06 23.55 3.83 55.53 400.80 58.36 35.84 118.69 123.20 59.62 49.26 21.12 5.94 6.89 4.42 6.18 11.03 2.38 14.66 71.55 12.51 19.87 25.50 37.70 24.36 7.83 48.8 54.3 51.3 6.37 385.06 1243.14 45.57 52.31 1.69 1.49 31.6520 0.34 0.09 0.39 0.13 2.11 21.11 5.06 5.86 4.09 5.65 9.60 2.35 13.49 58.08 11.27 15.96 22.89 35.78 22.96 6.86 0.487 1.226 1.095 3.122 153 2487 6201 5.87 1030 24.612607 74.730 564.855 1429.71 1431.54 46.02 46.01 487.20 452.10 4.917 10.009 4.899 28.687 26.4165 0.32 0.06 0.38 0.11 2.08 0.48 0.11 0.68 0.16 1.33 0.452 1.144 1.103 3.161 682 432 5.86 1030 24.583162 73.507 563.714 1410.30 1411.57 45.40 45.4 480.54 445.74 0.145 159.514 5.299 28.643 OpenBenchmarking.org
cl-mem Benchmark: Copy OpenBenchmarking.org GB/s, More Is Better cl-mem 2017-01-13 Benchmark: Copy Gentoo Gentoo_OC 11 22 33 44 55 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 37.3 48.8 1. (CC) gcc options: -O2 -flto -lOpenCL
cl-mem Benchmark: Read OpenBenchmarking.org GB/s, More Is Better cl-mem 2017-01-13 Benchmark: Read Gentoo Gentoo_OC 12 24 36 48 60 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 40.7 54.3 1. (CC) gcc options: -O2 -flto -lOpenCL
cl-mem Benchmark: Write OpenBenchmarking.org GB/s, More Is Better cl-mem 2017-01-13 Benchmark: Write Gentoo Gentoo_OC 12 24 36 48 60 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 39.4 51.3 1. (CC) gcc options: -O2 -flto -lOpenCL
clpeak OpenCL Test: Kernel Latency OpenBenchmarking.org us, Fewer Is Better clpeak OpenCL Test: Kernel Latency Gentoo Gentoo_OC 2 4 6 8 10 SE +/- 0.03, N = 3 SE +/- 0.01, N = 3 6.43 6.37 1. (CXX) g++ options: -O3 -rdynamic -lOpenCL
clpeak OpenCL Test: Integer Compute INT OpenBenchmarking.org GIOPS, More Is Better clpeak OpenCL Test: Integer Compute INT Gentoo Gentoo_OC 80 160 240 320 400 SE +/- 6.73, N = 15 SE +/- 9.00, N = 15 353.72 385.06 1. (CXX) g++ options: -O3 -rdynamic -lOpenCL
clpeak OpenCL Test: Single-Precision Float OpenBenchmarking.org GFLOPS, More Is Better clpeak OpenCL Test: Single-Precision Float Gentoo Gentoo_OC 300 600 900 1200 1500 SE +/- 26.36, N = 15 SE +/- 40.31, N = 15 1139.82 1243.14 1. (CXX) g++ options: -O3 -rdynamic -lOpenCL
clpeak OpenCL Test: Double-Precision Double OpenBenchmarking.org GFLOPS, More Is Better clpeak OpenCL Test: Double-Precision Double Gentoo Gentoo_OC 10 20 30 40 50 SE +/- 0.17, N = 3 SE +/- 0.44, N = 3 41.27 45.57 1. (CXX) g++ options: -O3 -rdynamic -lOpenCL
clpeak OpenCL Test: Global Memory Bandwidth OpenBenchmarking.org GBPS, More Is Better clpeak OpenCL Test: Global Memory Bandwidth Gentoo Gentoo_OC 12 24 36 48 60 SE +/- 0.10, N = 3 SE +/- 0.14, N = 3 39.52 52.31 1. (CXX) g++ options: -O3 -rdynamic -lOpenCL
clpeak OpenCL Test: Transfer Bandwidth enqueueReadBuffer OpenBenchmarking.org GBPS, More Is Better clpeak OpenCL Test: Transfer Bandwidth enqueueReadBuffer Gentoo Gentoo_OC 0.3803 0.7606 1.1409 1.5212 1.9015 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 1.69 1.69 1. (CXX) g++ options: -O3 -rdynamic -lOpenCL
clpeak OpenCL Test: Transfer Bandwidth enqueueWriteBuffer OpenBenchmarking.org GBPS, More Is Better clpeak OpenCL Test: Transfer Bandwidth enqueueWriteBuffer Gentoo Gentoo_OC 0.3353 0.6706 1.0059 1.3412 1.6765 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 1.49 1.49 1. (CXX) g++ options: -O3 -rdynamic -lOpenCL
FAHBench OpenBenchmarking.org Ns Per Day, More Is Better FAHBench 2.3.2 Gentoo Gentoo_OC Win10_OC 7 14 21 28 35 SE +/- 0.01, N = 3 SE +/- 0.02, N = 3 SE +/- 0.23, N = 3 25.74 31.65 26.42
LuxCoreRender Scene: DLSC - Acceleration: GPU OpenBenchmarking.org M samples/sec, More Is Better LuxCoreRender 2.5 Scene: DLSC - Acceleration: GPU Gentoo Gentoo_OC Win10_OC 0.0765 0.153 0.2295 0.306 0.3825 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 0.30 0.34 0.32 MIN: 0.24 / MAX: 0.31 MIN: 0.29 / MAX: 0.35 MIN: 0.31
LuxCoreRender Scene: Danish Mood - Acceleration: GPU OpenBenchmarking.org M samples/sec, More Is Better LuxCoreRender 2.5 Scene: Danish Mood - Acceleration: GPU Gentoo Gentoo_OC Win10_OC 0.0203 0.0406 0.0609 0.0812 0.1015 SE +/- 0.00, N = 15 SE +/- 0.00, N = 15 SE +/- 0.01, N = 15 0.08 0.09 0.06 MAX: 0.17 MAX: 0.2 MAX: 0.16
LuxCoreRender Scene: Orange Juice - Acceleration: GPU OpenBenchmarking.org M samples/sec, More Is Better LuxCoreRender 2.5 Scene: Orange Juice - Acceleration: GPU Gentoo Gentoo_OC Win10_OC 0.0878 0.1756 0.2634 0.3512 0.439 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 0.33 0.39 0.38 MIN: 0.02 / MAX: 0.4 MIN: 0.02 / MAX: 0.44 MIN: 0.36 / MAX: 0.39
LuxCoreRender Scene: LuxCore Benchmark - Acceleration: GPU OpenBenchmarking.org M samples/sec, More Is Better LuxCoreRender 2.5 Scene: LuxCore Benchmark - Acceleration: GPU Gentoo Gentoo_OC Win10_OC 0.0293 0.0586 0.0879 0.1172 0.1465 SE +/- 0.00, N = 13 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 0.11 0.13 0.11 MAX: 0.18 MAX: 0.21 MIN: 0.06 / MAX: 0.16
LuxCoreRender Scene: Rainbow Colors and Prism - Acceleration: GPU OpenBenchmarking.org M samples/sec, More Is Better LuxCoreRender 2.5 Scene: Rainbow Colors and Prism - Acceleration: GPU Gentoo Gentoo_OC Win10_OC 0.4748 0.9496 1.4244 1.8992 2.374 SE +/- 0.01, N = 3 SE +/- 0.01, N = 3 SE +/- 0.00, N = 3 1.68 2.11 2.08 MIN: 0.74 / MAX: 1.8 MIN: 0.9 / MAX: 2.25 MIN: 2.03 / MAX: 2.11
LuxCoreRender Scene: DLSC - Acceleration: CPU OpenBenchmarking.org M samples/sec, More Is Better LuxCoreRender 2.5 Scene: DLSC - Acceleration: CPU Gentoo Win10_OC 0.117 0.234 0.351 0.468 0.585 SE +/- 0.01, N = 15 SE +/- 0.00, N = 3 0.52 0.48 MIN: 0.47 / MAX: 0.54
LuxCoreRender Scene: Danish Mood - Acceleration: CPU OpenBenchmarking.org M samples/sec, More Is Better LuxCoreRender 2.5 Scene: Danish Mood - Acceleration: CPU Gentoo Win10_OC 0.0338 0.0676 0.1014 0.1352 0.169 SE +/- 0.01, N = 15 SE +/- 0.01, N = 12 0.15 0.11 MIN: 0.03 / MAX: 0.32 MIN: 0.02 / MAX: 0.23
LuxCoreRender Scene: Orange Juice - Acceleration: CPU OpenBenchmarking.org M samples/sec, More Is Better LuxCoreRender 2.5 Scene: Orange Juice - Acceleration: CPU Gentoo Win10_OC 0.171 0.342 0.513 0.684 0.855 SE +/- 0.01, N = 15 SE +/- 0.00, N = 3 0.76 0.68 MIN: 0.62 / MAX: 0.83 MIN: 0.67
LuxCoreRender Scene: LuxCore Benchmark - Acceleration: CPU OpenBenchmarking.org M samples/sec, More Is Better LuxCoreRender 2.5 Scene: LuxCore Benchmark - Acceleration: CPU Gentoo Win10_OC 0.0405 0.081 0.1215 0.162 0.2025 SE +/- 0.00, N = 15 SE +/- 0.00, N = 15 0.18 0.16 MIN: 0.03 / MAX: 0.32 MIN: 0.1 / MAX: 0.21
LuxCoreRender Scene: Rainbow Colors and Prism - Acceleration: CPU OpenBenchmarking.org M samples/sec, More Is Better LuxCoreRender 2.5 Scene: Rainbow Colors and Prism - Acceleration: CPU Gentoo Win10_OC 0.4748 0.9496 1.4244 1.8992 2.374 SE +/- 0.02, N = 3 SE +/- 0.01, N = 3 2.11 1.33 MIN: 2.07 / MAX: 2.14 MIN: 1.32 / MAX: 1.36
NCNN Target: CPU - Model: mobilenet OpenBenchmarking.org ms, Fewer Is Better NCNN 20210720 Target: CPU - Model: mobilenet Gentoo 13 26 39 52 65 SE +/- 0.13, N = 3 60.06 MIN: 59.06 / MAX: 66.94 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread
NCNN Target: CPU-v2-v2 - Model: mobilenet-v2 OpenBenchmarking.org ms, Fewer Is Better NCNN 20210720 Target: CPU-v2-v2 - Model: mobilenet-v2 Gentoo 4 8 12 16 20 SE +/- 0.10, N = 3 18.16 MIN: 17.53 / MAX: 24.83 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread
NCNN Target: CPU-v3-v3 - Model: mobilenet-v3 OpenBenchmarking.org ms, Fewer Is Better NCNN 20210720 Target: CPU-v3-v3 - Model: mobilenet-v3 Gentoo 4 8 12 16 20 SE +/- 0.05, N = 3 14.71 MIN: 14.46 / MAX: 21.78 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread
NCNN Target: CPU - Model: shufflenet-v2 OpenBenchmarking.org ms, Fewer Is Better NCNN 20210720 Target: CPU - Model: shufflenet-v2 Gentoo 3 6 9 12 15 SE +/- 0.05, N = 3 11.46 MIN: 11.21 / MAX: 18.67 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread
NCNN Target: CPU - Model: mnasnet OpenBenchmarking.org ms, Fewer Is Better NCNN 20210720 Target: CPU - Model: mnasnet Gentoo 4 8 12 16 20 SE +/- 0.01, N = 3 16.06 MIN: 15.83 / MAX: 22.48 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread
NCNN Target: CPU - Model: efficientnet-b0 OpenBenchmarking.org ms, Fewer Is Better NCNN 20210720 Target: CPU - Model: efficientnet-b0 Gentoo 6 12 18 24 30 SE +/- 0.12, N = 3 23.55 MIN: 22.86 / MAX: 30.53 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread
NCNN Target: CPU - Model: blazeface OpenBenchmarking.org ms, Fewer Is Better NCNN 20210720 Target: CPU - Model: blazeface Gentoo 0.8618 1.7236 2.5854 3.4472 4.309 SE +/- 0.01, N = 3 3.83 MIN: 3.71 / MAX: 7.85 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread
NCNN Target: CPU - Model: googlenet OpenBenchmarking.org ms, Fewer Is Better NCNN 20210720 Target: CPU - Model: googlenet Gentoo 12 24 36 48 60 SE +/- 0.05, N = 3 55.53 MIN: 54.84 / MAX: 62.66 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread
NCNN Target: CPU - Model: vgg16 OpenBenchmarking.org ms, Fewer Is Better NCNN 20210720 Target: CPU - Model: vgg16 Gentoo 90 180 270 360 450 SE +/- 0.10, N = 3 400.80 MIN: 398.23 / MAX: 409.23 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread
NCNN Target: CPU - Model: resnet18 OpenBenchmarking.org ms, Fewer Is Better NCNN 20210720 Target: CPU - Model: resnet18 Gentoo 13 26 39 52 65 SE +/- 0.04, N = 3 58.36 MIN: 57.89 / MAX: 64.74 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread
NCNN Target: CPU - Model: alexnet OpenBenchmarking.org ms, Fewer Is Better NCNN 20210720 Target: CPU - Model: alexnet Gentoo 8 16 24 32 40 SE +/- 0.03, N = 3 35.84 MIN: 35.14 / MAX: 41.71 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread
NCNN Target: CPU - Model: resnet50 OpenBenchmarking.org ms, Fewer Is Better NCNN 20210720 Target: CPU - Model: resnet50 Gentoo 30 60 90 120 150 SE +/- 0.17, N = 3 118.69 MIN: 117.93 / MAX: 125.66 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread
NCNN Target: CPU - Model: yolov4-tiny OpenBenchmarking.org ms, Fewer Is Better NCNN 20210720 Target: CPU - Model: yolov4-tiny Gentoo 30 60 90 120 150 SE +/- 0.07, N = 3 123.20 MIN: 121.61 / MAX: 130.26 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread
NCNN Target: CPU - Model: squeezenet_ssd OpenBenchmarking.org ms, Fewer Is Better NCNN 20210720 Target: CPU - Model: squeezenet_ssd Gentoo 13 26 39 52 65 SE +/- 0.22, N = 3 59.62 MIN: 58.66 / MAX: 66.96 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread
NCNN Target: CPU - Model: regnety_400m OpenBenchmarking.org ms, Fewer Is Better NCNN 20210720 Target: CPU - Model: regnety_400m Gentoo 11 22 33 44 55 SE +/- 0.06, N = 3 49.26 MIN: 48.84 / MAX: 57.16 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread
NCNN Target: Vulkan GPU - Model: mobilenet OpenBenchmarking.org ms, Fewer Is Better NCNN 20210720 Target: Vulkan GPU - Model: mobilenet Gentoo Gentoo_OC 5 10 15 20 25 SE +/- 0.41, N = 15 SE +/- 0.70, N = 12 21.12 21.11 MIN: 16.16 / MAX: 40.01 MIN: 14.97 / MAX: 34.03 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread
NCNN Target: Vulkan GPU-v2-v2 - Model: mobilenet-v2 OpenBenchmarking.org ms, Fewer Is Better NCNN 20210720 Target: Vulkan GPU-v2-v2 - Model: mobilenet-v2 Gentoo Gentoo_OC 1.3365 2.673 4.0095 5.346 6.6825 SE +/- 0.10, N = 15 SE +/- 0.14, N = 12 5.94 5.06 MIN: 4.9 / MAX: 11.53 MIN: 4.38 / MAX: 8.96 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread
NCNN Target: Vulkan GPU-v3-v3 - Model: mobilenet-v3 OpenBenchmarking.org ms, Fewer Is Better NCNN 20210720 Target: Vulkan GPU-v3-v3 - Model: mobilenet-v3 Gentoo Gentoo_OC 2 4 6 8 10 SE +/- 0.11, N = 15 SE +/- 0.15, N = 12 6.89 5.86 MIN: 5.58 / MAX: 12.25 MIN: 4.99 / MAX: 10.61 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread
NCNN Target: Vulkan GPU - Model: shufflenet-v2 OpenBenchmarking.org ms, Fewer Is Better NCNN 20210720 Target: Vulkan GPU - Model: shufflenet-v2 Gentoo Gentoo_OC 0.9945 1.989 2.9835 3.978 4.9725 SE +/- 0.11, N = 15 SE +/- 0.12, N = 12 4.42 4.09 MIN: 3.91 / MAX: 9.88 MIN: 3.64 / MAX: 7.82 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread
NCNN Target: Vulkan GPU - Model: mnasnet OpenBenchmarking.org ms, Fewer Is Better NCNN 20210720 Target: Vulkan GPU - Model: mnasnet Gentoo Gentoo_OC 2 4 6 8 10 SE +/- 0.13, N = 15 SE +/- 0.15, N = 12 6.18 5.65 MIN: 5.08 / MAX: 10.21 MIN: 4.55 / MAX: 11.7 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread
NCNN Target: Vulkan GPU - Model: efficientnet-b0 OpenBenchmarking.org ms, Fewer Is Better NCNN 20210720 Target: Vulkan GPU - Model: efficientnet-b0 Gentoo Gentoo_OC 3 6 9 12 15 SE +/- 0.09, N = 15 SE +/- 0.16, N = 12 11.03 9.60 MIN: 8.25 / MAX: 26.42 MIN: 7.33 / MAX: 15.26 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread
NCNN Target: Vulkan GPU - Model: blazeface OpenBenchmarking.org ms, Fewer Is Better NCNN 20210720 Target: Vulkan GPU - Model: blazeface Gentoo Gentoo_OC 0.5355 1.071 1.6065 2.142 2.6775 SE +/- 0.17, N = 15 SE +/- 0.20, N = 12 2.38 2.35 MIN: 1.7 / MAX: 8.13 MIN: 1.63 / MAX: 9.35 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread
NCNN Target: Vulkan GPU - Model: googlenet OpenBenchmarking.org ms, Fewer Is Better NCNN 20210720 Target: Vulkan GPU - Model: googlenet Gentoo Gentoo_OC 4 8 12 16 20 SE +/- 0.11, N = 15 SE +/- 0.12, N = 12 14.66 13.49 MIN: 11.86 / MAX: 22.78 MIN: 10.68 / MAX: 20.26 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread
NCNN Target: Vulkan GPU - Model: vgg16 OpenBenchmarking.org ms, Fewer Is Better NCNN 20210720 Target: Vulkan GPU - Model: vgg16 Gentoo Gentoo_OC 16 32 48 64 80 SE +/- 0.10, N = 15 SE +/- 0.06, N = 12 71.55 58.08 MIN: 68.13 / MAX: 94.57 MIN: 54.62 / MAX: 81.74 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread
NCNN Target: Vulkan GPU - Model: resnet18 OpenBenchmarking.org ms, Fewer Is Better NCNN 20210720 Target: Vulkan GPU - Model: resnet18 Gentoo Gentoo_OC 3 6 9 12 15 SE +/- 0.09, N = 15 SE +/- 0.13, N = 12 12.51 11.27 MIN: 10.3 / MAX: 21.73 MIN: 9.16 / MAX: 33.12 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread
NCNN Target: Vulkan GPU - Model: alexnet OpenBenchmarking.org ms, Fewer Is Better NCNN 20210720 Target: Vulkan GPU - Model: alexnet Gentoo Gentoo_OC 5 10 15 20 25 SE +/- 0.03, N = 15 SE +/- 0.05, N = 12 19.87 15.96 MIN: 18.06 / MAX: 30.37 MIN: 14.07 / MAX: 21.71 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread
NCNN Target: Vulkan GPU - Model: resnet50 OpenBenchmarking.org ms, Fewer Is Better NCNN 20210720 Target: Vulkan GPU - Model: resnet50 Gentoo Gentoo_OC 6 12 18 24 30 SE +/- 0.05, N = 15 SE +/- 0.07, N = 12 25.50 22.89 MIN: 22.49 / MAX: 36.56 MIN: 19.87 / MAX: 37.85 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread
NCNN Target: Vulkan GPU - Model: yolov4-tiny OpenBenchmarking.org ms, Fewer Is Better NCNN 20210720 Target: Vulkan GPU - Model: yolov4-tiny Gentoo Gentoo_OC 9 18 27 36 45 SE +/- 0.63, N = 15 SE +/- 1.03, N = 12 37.70 35.78 MIN: 28.5 / MAX: 63 MIN: 26.39 / MAX: 56.26 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread
NCNN Target: Vulkan GPU - Model: squeezenet_ssd OpenBenchmarking.org ms, Fewer Is Better NCNN 20210720 Target: Vulkan GPU - Model: squeezenet_ssd Gentoo Gentoo_OC 6 12 18 24 30 SE +/- 0.24, N = 15 SE +/- 0.18, N = 12 24.36 22.96 MIN: 18.49 / MAX: 37.19 MIN: 16.96 / MAX: 33 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread
NCNN Target: Vulkan GPU - Model: regnety_400m OpenBenchmarking.org ms, Fewer Is Better NCNN 20210720 Target: Vulkan GPU - Model: regnety_400m Gentoo Gentoo_OC 2 4 6 8 10 SE +/- 0.12, N = 15 SE +/- 0.15, N = 12 7.83 6.86 MIN: 6.27 / MAX: 16.64 MIN: 5.7 / MAX: 11.24 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread
IndigoBench Acceleration: CPU - Scene: Bedroom OpenBenchmarking.org M samples/s, More Is Better IndigoBench 4.4 Acceleration: CPU - Scene: Bedroom Win10_OC Gentoo_OC 0.1096 0.2192 0.3288 0.4384 0.548 SE +/- 0.002, N = 3 SE +/- 0.002, N = 3 0.452 0.487
IndigoBench Acceleration: CPU - Scene: Supercar OpenBenchmarking.org M samples/s, More Is Better IndigoBench 4.4 Acceleration: CPU - Scene: Supercar Win10_OC Gentoo_OC 0.2759 0.5518 0.8277 1.1036 1.3795 SE +/- 0.013, N = 4 SE +/- 0.003, N = 3 1.144 1.226
IndigoBench Acceleration: OpenCL GPU - Scene: Bedroom OpenBenchmarking.org M samples/s, More Is Better IndigoBench 4.4 Acceleration: OpenCL GPU - Scene: Bedroom Win10_OC Gentoo_OC 0.2482 0.4964 0.7446 0.9928 1.241 SE +/- 0.001, N = 3 SE +/- 0.002, N = 3 1.103 1.095
IndigoBench Acceleration: OpenCL GPU - Scene: Supercar OpenBenchmarking.org M samples/s, More Is Better IndigoBench 4.4 Acceleration: OpenCL GPU - Scene: Supercar Win10_OC Gentoo_OC 0.7112 1.4224 2.1336 2.8448 3.556 SE +/- 0.003, N = 3 SE +/- 0.016, N = 3 3.161 3.122
LeelaChessZero Backend: BLAS OpenBenchmarking.org Nodes Per Second, More Is Better LeelaChessZero 0.28 Backend: BLAS Win10_OC 150 300 450 600 750 SE +/- 2.96, N = 3 682
LeelaChessZero Backend: Eigen OpenBenchmarking.org Nodes Per Second, More Is Better LeelaChessZero 0.28 Backend: Eigen Win10_OC Gentoo_OC 90 180 270 360 450 SE +/- 0.67, N = 3 432 153 1. (CXX) g++ options: -flto -pthread
LeelaChessZero Backend: OpenCL OpenBenchmarking.org Nodes Per Second, More Is Better LeelaChessZero 0.28 Backend: OpenCL Gentoo_OC 500 1000 1500 2000 2500 SE +/- 10.37, N = 3 2487 1. (CXX) g++ options: -flto -pthread
LeelaChessZero Backend: CUDA + cuDNN OpenBenchmarking.org Nodes Per Second, More Is Better LeelaChessZero 0.28 Backend: CUDA + cuDNN Gentoo_OC 1300 2600 3900 5200 6500 SE +/- 21.79, N = 3 6201 1. (CXX) g++ options: -flto -pthread
NeatBench Acceleration: CPU OpenBenchmarking.org FPS, More Is Better NeatBench 5 Acceleration: CPU Win10_OC Gentoo_OC 1.3208 2.6416 3.9624 5.2832 6.604 SE +/- 0.55, N = 16 SE +/- 0.55, N = 16 5.86 5.87
NeatBench Acceleration: GPU OpenBenchmarking.org FPS, More Is Better NeatBench 5 Acceleration: GPU Win10_OC Gentoo_OC 200 400 600 800 1000 1030 1030
OctaneBench Total Score OpenBenchmarking.org Score, More Is Better OctaneBench 2020.1 Total Score Win10_OC Gentoo_OC 6 12 18 24 30 24.58 24.61
RealSR-NCNN Scale: 4x - TAA: No OpenBenchmarking.org Seconds, Fewer Is Better RealSR-NCNN 20200818 Scale: 4x - TAA: No Win10_OC Gentoo_OC 20 40 60 80 100 SE +/- 0.14, N = 3 SE +/- 0.01, N = 3 73.51 74.73
RealSR-NCNN Scale: 4x - TAA: Yes OpenBenchmarking.org Seconds, Fewer Is Better RealSR-NCNN 20200818 Scale: 4x - TAA: Yes Win10_OC Gentoo_OC 120 240 360 480 600 SE +/- 0.05, N = 3 SE +/- 0.20, N = 3 563.71 564.86
vkpeak fp32-scalar OpenBenchmarking.org GFLOPS, More Is Better vkpeak 20210424 fp32-scalar Win10_OC Gentoo_OC 300 600 900 1200 1500 SE +/- 0.01, N = 3 SE +/- 0.03, N = 3 1410.30 1429.71
vkpeak fp32-vec4 OpenBenchmarking.org GFLOPS, More Is Better vkpeak 20210424 fp32-vec4 Win10_OC Gentoo_OC 300 600 900 1200 1500 SE +/- 0.06, N = 3 SE +/- 0.09, N = 3 1411.57 1431.54
vkpeak fp64-scalar OpenBenchmarking.org GFLOPS, More Is Better vkpeak 20210424 fp64-scalar Win10_OC Gentoo_OC 10 20 30 40 50 SE +/- 0.01, N = 3 SE +/- 0.00, N = 3 45.40 46.02
vkpeak fp64-vec4 OpenBenchmarking.org GFLOPS, More Is Better vkpeak 20210424 fp64-vec4 Win10_OC Gentoo_OC 10 20 30 40 50 SE +/- 0.00, N = 3 45.40 46.01
vkpeak int32-scalar OpenBenchmarking.org GIOPS, More Is Better vkpeak 20210424 int32-scalar Win10_OC Gentoo_OC 110 220 330 440 550 SE +/- 0.06, N = 3 SE +/- 0.07, N = 3 480.54 487.20
vkpeak int32-vec4 OpenBenchmarking.org GIOPS, More Is Better vkpeak 20210424 int32-vec4 Win10_OC Gentoo_OC 100 200 300 400 500 SE +/- 0.02, N = 3 SE +/- 0.01, N = 3 445.74 452.10
VkResample Upscale: 2x - Precision: Double OpenBenchmarking.org ms, Fewer Is Better VkResample 1.0 Upscale: 2x - Precision: Double Win10_OC Gentoo_OC 1.1063 2.2126 3.3189 4.4252 5.5315 SE +/- 0.109, N = 12 SE +/- 0.365, N = 15 0.145 4.917 1. (CXX) g++ options: -O3 -pthread
VkResample Upscale: 2x - Precision: Single OpenBenchmarking.org ms, Fewer Is Better VkResample 1.0 Upscale: 2x - Precision: Single Win10_OC Gentoo_OC 40 80 120 160 200 SE +/- 0.06, N = 3 SE +/- 0.00, N = 3 159.51 10.01 1. (CXX) g++ options: -O3 -pthread
Waifu2x-NCNN Vulkan Scale: 2x - Denoise: 3 - TAA: No OpenBenchmarking.org Seconds, Fewer Is Better Waifu2x-NCNN Vulkan 20200818 Scale: 2x - Denoise: 3 - TAA: No Win10_OC Gentoo_OC 1.1923 2.3846 3.5769 4.7692 5.9615 SE +/- 0.047, N = 13 SE +/- 0.059, N = 8 5.299 4.899
Waifu2x-NCNN Vulkan Scale: 2x - Denoise: 3 - TAA: Yes OpenBenchmarking.org Seconds, Fewer Is Better Waifu2x-NCNN Vulkan 20200818 Scale: 2x - Denoise: 3 - TAA: Yes Win10_OC Gentoo_OC 7 14 21 28 35 SE +/- 0.09, N = 3 SE +/- 0.03, N = 3 28.64 28.69
Phoronix Test Suite v10.8.4