Orange Pi 5 benchmarks by Michael Larabel for a future article.
Raspberry Pi 400 Processor: ARMv8 Cortex-A72 @ 1.80GHz (4 Cores), Motherboard: BCM2835 Raspberry Pi 400 Rev 1.0, Chipset: Broadcom BCM2711, Memory: 4096MB, Disk: 128GB SF128, Graphics: vc4drmfb, Monitor: DELL P2210H
OS: Debian 11, Kernel: 5.15.84-v8+ (aarch64), Desktop: LXDE, Display Server: X Server 1.20.11, Compiler: GCC 10.2.1 20210110, File-System: ext4, Screen Resolution: 1920x1080
Kernel Notes: snd_bcm2835.enable_compat_alsa=0 snd_bcm2835.enable_hdmi=1Compiler Notes: --build=aarch64-linux-gnu --disable-libquadmath --disable-libquadmath-support --disable-werror --enable-bootstrap --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-fix-cortex-a53-843419 --enable-gnu-unique-object --enable-languages=c,ada,c++,go,d,fortran,objc,obj-c++,m2 --enable-libphobos-checking=release --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-link-mutex --enable-multiarch --enable-nls --enable-objc-gc=auto --enable-plugin --enable-shared --enable-threads=posix --host=aarch64-linux-gnu --program-prefix=aarch64-linux-gnu- --target=aarch64-linux-gnu --with-build-config=bootstrap-lto-lean --with-default-libstdcxx-abi=new --with-gcc-major-version-only --with-target-system-zlib=auto -vProcessor Notes: Scaling Governor: cpufreq-dt ondemandPython Notes: Python 3.9.2Security Notes: itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + mmio_stale_data: Not affected + retbleed: Not affected + spec_store_bypass: Vulnerable + spectre_v1: Mitigation of __user pointer sanitization + spectre_v2: Vulnerable + srbds: Not affected + tsx_async_abort: Not affected
Orange Pi 5 Processor: Rockchip ARMv8 Cortex-A76 @ 1.80GHz (4 Cores / 8 Threads) , Motherboard: Orange Pi 5 , Memory: 8GB , Disk: 128GB SR128 , Graphics: llvmpipe , Monitor: DELL S2409W
OS: Ubuntu 22.04, Kernel: 5.10.110-rockchip-rk3588 (aarch64), Desktop: Xfce 4.16, Display Server: X Server 1.21.1.3, OpenGL: 4.5 Mesa 22.2.5 (LLVM 15.0.6 128 bits), OpenCL: OpenCL 2.1 v1.g6p0-01eac0.efb75e2978d783a80fe78be1bfb0efc1, Compiler: GCC 11.3.0, File-System: ext4, Screen Resolution: 1920x1080
Environment Notes: GST_DEBUG_NO_COLOR=1Compiler Notes: --build=aarch64-linux-gnu --disable-libquadmath --disable-libquadmath-support --disable-werror --enable-bootstrap --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-fix-cortex-a53-843419 --enable-gnu-unique-object --enable-languages=c,ada,c++,go,d,fortran,objc,obj-c++,m2 --enable-libphobos-checking=release --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-link-serialization=2 --enable-multiarch --enable-nls --enable-objc-gc=auto --enable-plugin --enable-shared --enable-threads=posix --host=aarch64-linux-gnu --program-prefix=aarch64-linux-gnu- --target=aarch64-linux-gnu --with-build-config=bootstrap-lto-lean --with-default-libstdcxx-abi=new --with-gcc-major-version-only --with-target-system-zlib=auto -vProcessor Notes: Scaling Governor: cpufreq-dt ondemandPython Notes: Python 3.10.6Security Notes: 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 __user pointer sanitization + spectre_v2: Vulnerable: Unprivileged eBPF enabled + srbds: Not affected + tsx_async_abort: Not affected
NUC12WSHi7 Processor: Intel Core i7-1260P (8 Cores / 16 Threads) , Memory: 40GB , Disk: 0GB Virtual Disk + 275GB Virtual Disk + 1100GB Virtual Disk , Graphics: llvmpipe
OS: Arch Linux, Kernel: 5.15.90.1-microsoft-standard-WSL2 (x86_64), Display Server: X Server + Wayland, OpenGL: 4.5 Mesa 23.0.1 (LLVM 15.0.7 256 bits), Compiler: GCC 12.2.1 20230201 + Clang 15.0.7 + LLVM 15.0.7, File-System: ext4, Screen Resolution: 1732x808, System Layer: wsl
Kernel Notes: Transparent Huge Pages: alwaysCompiler Notes: --disable-libssp --disable-libstdcxx-pch --disable-werror --enable-__cxa_atexit --enable-bootstrap --enable-cet=auto --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-default-ssp --enable-gnu-indirect-function --enable-gnu-unique-object --enable-languages=c,c++,ada,fortran,go,lto,objc,obj-c++,d --enable-libstdcxx-backtrace --enable-link-serialization=1 --enable-lto --enable-multilib --enable-plugin --enable-shared --enable-threads=posix --mandir=/usr/share/man --with-build-config=bootstrap-lto --with-linker-hash-style=gnuProcessor Notes: CPU Microcode: 0xffffffffPython Notes: Python 3.10.10Security Notes: itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + mmio_stale_data: Not affected + retbleed: Mitigation of Enhanced IBRS + 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 Enhanced IBRS IBPB: conditional RSB filling PBRSB-eIBRS: SW sequence + srbds: Not affected + tsx_async_abort: Not affected
Asus G73sw Processor: Intel Core i7-2630QM @ 2.90GHz (4 Cores / 8 Threads) , Motherboard: ASUS G73Sw v1.0 (G73Sw.205 BIOS) , Chipset: Intel 2nd Generation Core DRAM , Memory: 28GB , Disk: 250GB Samsung SSD 840 + 240GB KINGSTON SH103S3, Graphics: ASUS NVIDIA GeForce GTX 460M 1GB, Audio: Realtek ALC269VB, Network: Qualcomm Atheros AR9462
OS: ManjaroLinux 22.0.5, Kernel: 6.2.8-1-MANJARO (x86_64), Desktop: Cinnamon 5.6.8, Display Server: X Server 1.21.1.7, Display Driver: NVIDIA 390.157, OpenGL: 4.6.0, Compiler: GCC 12.2.1 20230201 + Clang 15.0.7 + LLVM 15.0.7, File-System: UNKNOWN (0x7366746e), Screen Resolution: 1920x1080
Kernel Notes: Transparent Huge Pages: alwaysCompiler Notes: --disable-libssp --disable-libstdcxx-pch --disable-werror --enable-__cxa_atexit --enable-bootstrap --enable-cet=auto --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-default-ssp --enable-gnu-indirect-function --enable-gnu-unique-object --enable-languages=c,c++,ada,fortran,go,lto,objc,obj-c++,d --enable-libstdcxx-backtrace --enable-link-serialization=1 --enable-lto --enable-multilib --enable-plugin --enable-shared --enable-threads=posix --mandir=/usr/share/man --with-build-config=bootstrap-lto --with-linker-hash-style=gnuProcessor Notes: Scaling Governor: intel_cpufreq schedutil - CPU Microcode: 0x2fPython Notes: Python 3.10.10Security Notes: itlb_multihit: KVM: Mitigation of VMX disabled + l1tf: Mitigation of PTE Inversion; VMX: vulnerable + mds: Vulnerable; SMT vulnerable + meltdown: Vulnerable + mmio_stale_data: Unknown: No mitigations + retbleed: Not affected + spec_store_bypass: Vulnerable + spectre_v1: Vulnerable: __user pointer sanitization and usercopy barriers only; no swapgs barriers + spectre_v2: Vulnerable IBPB: disabled STIBP: disabled PBRSB-eIBRS: Not affected + srbds: Not affected + tsx_async_abort: Not affected
Raspberry Pi 400 vs. Orange Pi 5 Benchmarks Processor Motherboard Chipset Memory Disk Graphics Monitor Audio Network OS Kernel Desktop Display Server Compiler File-System Screen Resolution OpenGL OpenCL System Layer Display Driver Raspberry Pi 400 Orange Pi 5 NUC12WSHi7 Asus G73sw ARMv8 Cortex-A72 @ 1.80GHz (4 Cores) BCM2835 Raspberry Pi 400 Rev 1.0 Broadcom BCM2711 4096MB 128GB SF128 vc4drmfb DELL P2210H Debian 11 5.15.84-v8+ (aarch64) LXDE X Server 1.20.11 GCC 10.2.1 20210110 ext4 1920x1080 Rockchip ARMv8 Cortex-A76 @ 1.80GHz (4 Cores / 8 Threads) Orange Pi 5 8GB 128GB SR128 llvmpipe DELL S2409W Ubuntu 22.04 5.10.110-rockchip-rk3588 (aarch64) Xfce 4.16 X Server 1.21.1.3 4.5 Mesa 22.2.5 (LLVM 15.0.6 128 bits) OpenCL 2.1 v1.g6p0-01eac0.efb75e2978d783a80fe78be1bfb0efc1 GCC 11.3.0 Intel Core i7-1260P (8 Cores / 16 Threads) 40GB 0GB Virtual Disk + 275GB Virtual Disk + 1100GB Virtual Disk Arch Linux 5.15.90.1-microsoft-standard-WSL2 (x86_64) X Server + Wayland 4.5 Mesa 23.0.1 (LLVM 15.0.7 256 bits) GCC 12.2.1 20230201 + Clang 15.0.7 + LLVM 15.0.7 1732x808 wsl Intel Core i7-2630QM @ 2.90GHz (4 Cores / 8 Threads) ASUS G73Sw v1.0 (G73Sw.205 BIOS) Intel 2nd Generation Core DRAM 28GB 250GB Samsung SSD 840 + 240GB KINGSTON SH103S3 ASUS NVIDIA GeForce GTX 460M 1GB Realtek ALC269VB Qualcomm Atheros AR9462 ManjaroLinux 22.0.5 6.2.8-1-MANJARO (x86_64) Cinnamon 5.6.8 X Server 1.21.1.7 NVIDIA 390.157 4.6.0 UNKNOWN (0x7366746e) 1920x1080 OpenBenchmarking.org Kernel Details - Raspberry Pi 400: snd_bcm2835.enable_compat_alsa=0 snd_bcm2835.enable_hdmi=1 - NUC12WSHi7: Transparent Huge Pages: always - Asus G73sw: Transparent Huge Pages: always Compiler Details - Raspberry Pi 400: --build=aarch64-linux-gnu --disable-libquadmath --disable-libquadmath-support --disable-werror --enable-bootstrap --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-fix-cortex-a53-843419 --enable-gnu-unique-object --enable-languages=c,ada,c++,go,d,fortran,objc,obj-c++,m2 --enable-libphobos-checking=release --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-link-mutex --enable-multiarch --enable-nls --enable-objc-gc=auto --enable-plugin --enable-shared --enable-threads=posix --host=aarch64-linux-gnu --program-prefix=aarch64-linux-gnu- --target=aarch64-linux-gnu --with-build-config=bootstrap-lto-lean --with-default-libstdcxx-abi=new --with-gcc-major-version-only --with-target-system-zlib=auto -v - Orange Pi 5: --build=aarch64-linux-gnu --disable-libquadmath --disable-libquadmath-support --disable-werror --enable-bootstrap --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-fix-cortex-a53-843419 --enable-gnu-unique-object --enable-languages=c,ada,c++,go,d,fortran,objc,obj-c++,m2 --enable-libphobos-checking=release --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-link-serialization=2 --enable-multiarch --enable-nls --enable-objc-gc=auto --enable-plugin --enable-shared --enable-threads=posix --host=aarch64-linux-gnu --program-prefix=aarch64-linux-gnu- --target=aarch64-linux-gnu --with-build-config=bootstrap-lto-lean --with-default-libstdcxx-abi=new --with-gcc-major-version-only --with-target-system-zlib=auto -v - NUC12WSHi7: --disable-libssp --disable-libstdcxx-pch --disable-werror --enable-__cxa_atexit --enable-bootstrap --enable-cet=auto --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-default-ssp --enable-gnu-indirect-function --enable-gnu-unique-object --enable-languages=c,c++,ada,fortran,go,lto,objc,obj-c++,d --enable-libstdcxx-backtrace --enable-link-serialization=1 --enable-lto --enable-multilib --enable-plugin --enable-shared --enable-threads=posix --mandir=/usr/share/man --with-build-config=bootstrap-lto --with-linker-hash-style=gnu - Asus G73sw: --disable-libssp --disable-libstdcxx-pch --disable-werror --enable-__cxa_atexit --enable-bootstrap --enable-cet=auto --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-default-ssp --enable-gnu-indirect-function --enable-gnu-unique-object --enable-languages=c,c++,ada,fortran,go,lto,objc,obj-c++,d --enable-libstdcxx-backtrace --enable-link-serialization=1 --enable-lto --enable-multilib --enable-plugin --enable-shared --enable-threads=posix --mandir=/usr/share/man --with-build-config=bootstrap-lto --with-linker-hash-style=gnu Processor Details - Raspberry Pi 400: Scaling Governor: cpufreq-dt ondemand - Orange Pi 5: Scaling Governor: cpufreq-dt ondemand - NUC12WSHi7: CPU Microcode: 0xffffffff - Asus G73sw: Scaling Governor: intel_cpufreq schedutil - CPU Microcode: 0x2f Python Details - Raspberry Pi 400: Python 3.9.2 - Orange Pi 5: Python 3.10.6 - NUC12WSHi7: Python 3.10.10 - Asus G73sw: Python 3.10.10 Security Details - Raspberry Pi 400: itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + mmio_stale_data: Not affected + retbleed: Not affected + spec_store_bypass: Vulnerable + spectre_v1: Mitigation of __user pointer sanitization + spectre_v2: Vulnerable + srbds: Not affected + tsx_async_abort: Not affected - Orange Pi 5: 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 __user pointer sanitization + spectre_v2: Vulnerable: Unprivileged eBPF enabled + srbds: Not affected + tsx_async_abort: Not affected - NUC12WSHi7: itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + mmio_stale_data: Not affected + retbleed: Mitigation of Enhanced IBRS + 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 Enhanced IBRS IBPB: conditional RSB filling PBRSB-eIBRS: SW sequence + srbds: Not affected + tsx_async_abort: Not affected - Asus G73sw: itlb_multihit: KVM: Mitigation of VMX disabled + l1tf: Mitigation of PTE Inversion; VMX: vulnerable + mds: Vulnerable; SMT vulnerable + meltdown: Vulnerable + mmio_stale_data: Unknown: No mitigations + retbleed: Not affected + spec_store_bypass: Vulnerable + spectre_v1: Vulnerable: __user pointer sanitization and usercopy barriers only; no swapgs barriers + spectre_v2: Vulnerable IBPB: disabled STIBP: disabled PBRSB-eIBRS: Not affected + srbds: Not affected + tsx_async_abort: Not affected Environment Details - Orange Pi 5: GST_DEBUG_NO_COLOR=1
Raspberry Pi 400 Orange Pi 5 NUC12WSHi7 Asus G73sw Logarithmic Result Overview Phoronix Test Suite GraphicsMagick BRL-CAD SQLite Speedtest XZ Compression Zstd Compression JPEG XL Decoding libjxl Himeno Benchmark NCNN Mobile Neural Network Coremark FFmpeg JPEG XL libjxl eSpeak-NG Speech Engine libavif avifenc RocksDB Dolfyn FLAC Audio Encoding LibRaw WebP Image Encode TNN PyPerformance TSCP RNNoise LAME MP3 Encoding PostgreSQL Google Draco Timed Linux Kernel Compilation Memcached OpenSSL PyBench miniBUDE VP9 libvpx Encoding VVenC nginx Timed MPlayer Compilation Timed FFmpeg Compilation CloverLeaf dav1d Numpy Benchmark John The Ripper
Raspberry Pi 400 vs. Orange Pi 5 Benchmarks minibude: OpenMP - BM1 minibude: OpenMP - BM1 cloverleaf: Lagrangian-Eulerian Hydrodynamics dolfyn: Computational Fluid Dynamics lammps: Rhodopsin Protein compress-zstd: 3 - Compression Speed compress-zstd: 3 - Decompression Speed compress-zstd: 8 - Compression Speed compress-zstd: 8 - Decompression Speed compress-zstd: 12 - Compression Speed compress-zstd: 12 - Decompression Speed compress-zstd: 19 - Compression Speed compress-zstd: 19 - Decompression Speed compress-zstd: 3, Long Mode - Compression Speed compress-zstd: 3, Long Mode - Decompression Speed compress-zstd: 8, Long Mode - Compression Speed compress-zstd: 8, Long Mode - Decompression Speed compress-zstd: 19, Long Mode - Compression Speed compress-zstd: 19, Long Mode - Decompression Speed jpegxl: PNG - 80 jpegxl: PNG - 90 jpegxl: JPEG - 80 jpegxl: JPEG - 90 jpegxl-decode: 1 jpegxl-decode: All webp: Default webp: Quality 100 webp: Quality 100, Lossless webp: Quality 100, Highest Compression libraw: Post-Processing Benchmark tscp: AI Chess Performance graphics-magick: Swirl graphics-magick: Rotate graphics-magick: Sharpen graphics-magick: Enhanced graphics-magick: Resizing graphics-magick: Noise-Gaussian graphics-magick: HWB Color Space dav1d: Summer Nature 4K dav1d: Summer Nature 1080p aom-av1: Speed 8 Realtime - Bosphorus 4K aom-av1: Speed 9 Realtime - Bosphorus 4K aom-av1: Speed 10 Realtime - Bosphorus 4K aom-av1: Speed 8 Realtime - Bosphorus 1080p aom-av1: Speed 9 Realtime - Bosphorus 1080p aom-av1: Speed 10 Realtime - Bosphorus 1080p vpxenc: Speed 0 - Bosphorus 4K vpxenc: Speed 5 - Bosphorus 4K vvenc: Bosphorus 1080p - Faster coremark: CoreMark Size 666 - Iterations Per Second himeno: Poisson Pressure Solver avifenc: 6 avifenc: 6, Lossless avifenc: 10, Lossless build-ffmpeg: Time To Compile build-linux-kernel: defconfig build-mplayer: Time To Compile numpy: compress-xz: Compressing ubuntu-16.04.3-server-i386.img, Compression Level 9 encode-flac: WAV To FLAC encode-mp3: WAV To MP3 espeak: Text-To-Speech Synthesis ffmpeg: libx264 - Live ffmpeg: libx264 - Live ffmpeg: libx265 - Live ffmpeg: libx265 - Live ffmpeg: libx264 - Upload ffmpeg: libx264 - Upload ffmpeg: libx265 - Upload ffmpeg: libx265 - Upload ffmpeg: libx264 - Platform ffmpeg: libx264 - Platform ffmpeg: libx265 - Platform ffmpeg: libx265 - Platform ffmpeg: libx264 - Video On Demand ffmpeg: libx264 - Video On Demand ffmpeg: libx265 - Video On Demand ffmpeg: libx265 - Video On Demand rnnoise: memcached: 1:10 memcached: 1:100 pgbench: 1 - 50 - Read Only pgbench: 1 - 50 - Read Only - Average Latency pgbench: 1 - 100 - Read Only pgbench: 1 - 100 - Read Only - Average Latency pgbench: 1 - 250 - Read Only pgbench: 1 - 250 - Read Only - Average Latency pgbench: 1 - 50 - Read Write pgbench: 1 - 50 - Read Write - Average Latency pgbench: 1 - 500 - Read Only pgbench: 1 - 500 - Read Only - Average Latency pgbench: 1 - 100 - Read Write pgbench: 1 - 100 - Read Write - Average Latency pgbench: 1 - 250 - Read Write pgbench: 1 - 250 - Read Write - Average Latency pgbench: 1 - 500 - Read Write pgbench: 1 - 500 - Read Write - Average Latency sqlite-speedtest: Timed Time - Size 1,000 mnn: nasnet mnn: mobilenetV3 mnn: squeezenetv1.1 mnn: resnet-v2-50 mnn: SqueezeNetV1.0 mnn: MobileNetV2_224 mnn: mobilenet-v1-1.0 mnn: inception-v3 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: CPU - vision_transformer ncnn: CPU - FastestDet tnn: CPU - DenseNet tnn: CPU - MobileNet v2 tnn: CPU - SqueezeNet v2 tnn: CPU - SqueezeNet v1.1 rocksdb: Rand Read rocksdb: Update Rand rocksdb: Read While Writing rocksdb: Read Rand Write Rand pybench: Total For Average Test Times pyperformance: chaos pyperformance: float pyperformance: nbody pyperformance: pathlib pyperformance: json_loads pyperformance: crypto_pyaes pyperformance: regex_compile pyperformance: django_template nginx: 20 nginx: 100 nginx: 200 nginx: 500 nginx: 1000 nginx: 4000 brl-cad: VGR Performance Metric specfem3d: Mount St. Helens specfem3d: Layered Halfspace specfem3d: Tomographic Model specfem3d: Homogeneous Halfspace specfem3d: Water-layered Halfspace openssl: SHA256 openssl: SHA512 openssl: RSA4096 openssl: RSA4096 openssl: ChaCha20 openssl: AES-128-GCM openssl: AES-256-GCM openssl: ChaCha20-Poly1305 john-the-ripper: bcrypt john-the-ripper: WPA PSK john-the-ripper: Blowfish john-the-ripper: HMAC-SHA512 john-the-ripper: MD5 draco: Lion draco: Church Facade Raspberry Pi 400 Orange Pi 5 NUC12WSHi7 Asus G73sw 10.128 0.405 1396.06 89.581 0.590 28.8 314.0 14.0 300.3 5.00 255.1 1.86 224.0 27.8 331.0 14.0 302.5 1.64 236.9 1.21 1.18 1.22 1.19 5.95 18.34 3.46 2.44 0.29 1.10 6.57 436502 50 101 21 21 56 31 146 13.51 61.73 3.57 4.63 4.67 11.75 14.18 14.20 0.23 0.86 1.148 39918.956884 796.485666 93.726 107.480 38.538 852.910 4866.462 633.190 52.18 396.073 93.468 23.868 154.541 145.81 34.63 1165.298798049 4.33 1122.876647264 2.25 3571.59 0.71 924.23 8.20 5447.52 1.39 924.75 8.19 5451.18 1.39 58.261 78927.15 75136.59 24772 2.022 18013 5.559 17012 14.696 357 140.291 16594 30.140 350 285.841 247 1010.643 152 3300.894 469.723 79.823 10.867 31.166 284.610 61.657 33.040 57.587 356.044 193.84 61.64 47.02 26.12 52.72 76.39 10.45 122.74 619.53 146.09 85.66 292.97 247.31 156.50 72.82 2853.10 41.79 18882.990 1092.702 230.970 899.071 5977405 38090 269871 164709 3672 465 478 453 107 87.4 424 669 258 477.26 503.90 500.94 465.05 415.23 407.14 14400 1126.883080076 2807.202416241 1139.721375447 1441.580971847 2669.974306828 444864440 515639207 115.5 8930.3 1629508767 281296987 237227850 1290401290 1579 1672 1581 2158333 37518 17542 27070 36.560 1.462 502.33 34.550 1.693 246.3 719.7 85.4 747.3 29.5 653.8 5.78 511.7 228.5 735.4 83.0 747.8 3.78 545.3 3.26 3.17 3.14 3.07 16.12 52.48 6.32 4.44 0.68 1.85 16.97 800900 111 355 45 45 212 64 301 37.47 165.20 6.11 7.03 7.16 35.44 43.71 44.21 0.78 2.24 3.537 85500.307420 2304.059106 34.272 45.793 19.083 251.568 1442.791 184.119 194.95 103.926 52.496 12.197 58.674 64.44 78.37 569.61 8.87 493.26 5.12 1594.634845619 1.58 401.82 18.85 2447.471975476 3.10 401.56 18.86 2446.757132919 3.10 29.972 355623.67 346191.70 64442 0.780 64535 1.559 59590 4.197 486 102.926 54410 9.214 442 226.366 332 752.775 207 2420.541 136.630 70.801 7.099 18.204 172.364 34.666 21.124 26.639 239.728 41.28 12.30 10.34 9.05 10.93 17.56 6.03 38.84 119.67 22.08 32.08 59.64 52.11 34.79 16.91 1038.16 11.07 7324.867 504.170 124.252 383.971 12222267 121666 493271 384315 1906 158 182 216 30.8 37.7 174 233 69.7 9798.14 10074.78 9899.32 9038.60 8512.54 8153.60 34952 439.539479170 946.293387363 437.522724526 544.707501810 1003.470066713 2713865983 981851067 246.5 16520.8 4250201837 9587671153 8289476828 3013580663 2729 3573 2732 3377000 60049 9988 13615 155.838 6.234 128.94 15.094 3.837 1219.8 1668 208.9 1819.7 85.5 1811.3 10.8 1539.4 800.2 1687 213.4 1820.6 6.66 1458.1 8.66 8.59 8.71 8.42 51.64 173.49 19.11 12.28 1.59 3.89 36.71 1742968 402 1505 128 195 948 245 1377 156.68 547.79 4.49 10.38 14.958 307860.051951 7149.416061 11.048 14.29 7.532 71.141 159.375 50.4 528.55 42.928 15.909 6.48 21.868 21.76 232.12 121.97 41.40 176.487077697 14.31 423.971631997 5.96 136.765179495 55.39 611.014876143 12.40 138.121654386 54.84 613.77 12.34 15.497 2137940.78 2205750.07 443547 0.113 402899 0.248 356923 0.7 117 428.056 334059 1.497 115 867.933 178 1401.503 252 1987.649 48.101 14.938 1.986 4.23 30.497 7.631 4.122 4.188 41.586 20.13 6.16 4.95 4.85 5.32 9.26 1.64 14.23 48.15 10.85 8.57 24.95 27.55 18.77 16.4 318.18 6.91 2971.457 281.815 52.947 174.391 38972894 340083 1272469 1112293 1270 100 113 156 13.8 17.3 95.6 162 48.1 43555.79 61718.94 62791.31 60568.06 57105.86 140722 90.347466075 240.695295576 87.023715364 110.205292851 224.227591267 10179082320 3390235630 1705.7 111123.2 21950226160 56965602780 49349745600 14056443900 13804 18277 13766 19511000 510208 4853 8720 54.627 2.185 453.14 35.636 275.5 624.3 84.8 683.2 30.1 665.3 6.23 549.2 252.4 635.3 83.8 680.2 3.96 552.6 3.18 3.11 3.09 3.02 16.01 59.17 9.32 6.14 0.89 1.98 16.93 793628 89 665 33 25 229 61 268 40.06 177.75 1.11 3.42 4.903 87310.826542 2191.86223 43.915 52.802 19.149 280.262 643.227 209.514 169.51 75.599 48.727 14.633 54.944 56.180407763 89.89 178.971411937 28.22 456.32 5.53 474.90 5.32 370.907888948 20.42 696.648904327 10.87 370.42 20.45 696.948415525 10.87 36.943 196415.53 183241.06 101463 0.493 99368 1.006 89427 2.796 153 327.182 81336 6.147 149 669.25 138 1811.988 124 4031.192 186.746 44.898 5.281 15.45 146.392 28.126 14.288 22.696 183.689 51.8 13.5 12.04 8.56 11.81 20.12 2.89 38.77 173.96 31.33 30 80.14 67.31 44.84 30.98 837.46 10.43 6424.749 507.19 130.822 438.16 8476378 129420 498774 390238 1983 231 198 268 44.9 47.3 210 337 117 8723.39 8543.85 8481.63 8320.81 8207.1 8233.75 29322 630551920 699573520 393.6 25809.5 4472792950 4487245550 3909925270 3041912420 3369 4755 3370 5683000 143756 9266 11943 OpenBenchmarking.org
miniBUDE MiniBUDE is a mini application for the the core computation of the Bristol University Docking Engine (BUDE). This test profile currently makes use of the OpenMP implementation of miniBUDE for CPU benchmarking. Learn more via the OpenBenchmarking.org test page.
OpenBenchmarking.org GFInst/s, More Is Better miniBUDE 20210901 Implementation: OpenMP - Input Deck: BM1 Raspberry Pi 400 Orange Pi 5 NUC12WSHi7 Asus G73sw 30 60 90 120 150 SE +/- 0.00, N = 3 SE +/- 0.16, N = 3 10.13 36.56 155.84 54.63 -mcpu=native -march=native -march=native 1. (CC) gcc options: -std=c99 -Ofast -ffast-math -fopenmp -lm
CloverLeaf CloverLeaf is a Lagrangian-Eulerian hydrodynamics benchmark. This test profile currently makes use of CloverLeaf's OpenMP version and benchmarked with the clover_bm.in input file (Problem 5). Learn more via the OpenBenchmarking.org test page.
Dolfyn Dolfyn is a Computational Fluid Dynamics (CFD) code of modern numerical simulation techniques. The Dolfyn test profile measures the execution time of the bundled computational fluid dynamics demos that are bundled with Dolfyn. Learn more via the OpenBenchmarking.org test page.
LAMMPS Molecular Dynamics Simulator LAMMPS is a classical molecular dynamics code, and an acronym for Large-scale Atomic/Molecular Massively Parallel Simulator. Learn more via the OpenBenchmarking.org test page.
Model: Rhodopsin Protein
Asus G73sw: The test quit with a non-zero exit status. E: mpirun noticed that process rank 0 with PID 0 on node doug-pc exited on signal 11 (Segmentation fault).
Zstd Compression This test measures the time needed to compress/decompress a sample file (silesia.tar) using Zstd (Zstandard) compression with options for different compression levels / settings. Learn more via the OpenBenchmarking.org test page.
OpenBenchmarking.org MB/s, More Is Better Zstd Compression 1.5.4 Compression Level: 3 - Compression Speed Raspberry Pi 400 Orange Pi 5 NUC12WSHi7 Asus G73sw 300 600 900 1200 1500 SE +/- 0.13, N = 3 SE +/- 0.84, N = 3 28.8 246.3 1219.8 275.5 -llz4 -llz4 1. (CC) gcc options: -O3 -pthread -lz -llzma
OpenBenchmarking.org MB/s, More Is Better Zstd Compression 1.5.4 Compression Level: 8 - Compression Speed Raspberry Pi 400 Orange Pi 5 NUC12WSHi7 Asus G73sw 50 100 150 200 250 SE +/- 0.03, N = 3 SE +/- 0.90, N = 3 14.0 85.4 208.9 84.8 -llz4 -llz4 1. (CC) gcc options: -O3 -pthread -lz -llzma
OpenBenchmarking.org MB/s, More Is Better Zstd Compression 1.5.4 Compression Level: 12 - Compression Speed Raspberry Pi 400 Orange Pi 5 NUC12WSHi7 Asus G73sw 20 40 60 80 100 SE +/- 0.00, N = 3 SE +/- 0.28, N = 6 5.00 29.50 85.50 30.10 -llz4 -llz4 1. (CC) gcc options: -O3 -pthread -lz -llzma
OpenBenchmarking.org MB/s, More Is Better Zstd Compression 1.5.4 Compression Level: 19 - Compression Speed Raspberry Pi 400 Orange Pi 5 NUC12WSHi7 Asus G73sw 3 6 9 12 15 SE +/- 0.00, N = 3 SE +/- 0.05, N = 15 1.86 5.78 10.80 6.23 -llz4 -llz4 1. (CC) gcc options: -O3 -pthread -lz -llzma
OpenBenchmarking.org MB/s, More Is Better Zstd Compression 1.5.4 Compression Level: 3, Long Mode - Compression Speed Raspberry Pi 400 Orange Pi 5 NUC12WSHi7 Asus G73sw 200 400 600 800 1000 SE +/- 0.24, N = 3 SE +/- 1.33, N = 3 27.8 228.5 800.2 252.4 -llz4 -llz4 1. (CC) gcc options: -O3 -pthread -lz -llzma
OpenBenchmarking.org MB/s, More Is Better Zstd Compression 1.5.4 Compression Level: 8, Long Mode - Compression Speed Raspberry Pi 400 Orange Pi 5 NUC12WSHi7 Asus G73sw 50 100 150 200 250 SE +/- 0.07, N = 3 SE +/- 1.04, N = 3 14.0 83.0 213.4 83.8 -llz4 -llz4 1. (CC) gcc options: -O3 -pthread -lz -llzma
OpenBenchmarking.org MB/s, More Is Better Zstd Compression 1.5.4 Compression Level: 19, Long Mode - Compression Speed Raspberry Pi 400 Orange Pi 5 NUC12WSHi7 Asus G73sw 2 4 6 8 10 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 1.64 3.78 6.66 3.96 -llz4 -llz4 1. (CC) gcc options: -O3 -pthread -lz -llzma
JPEG XL libjxl The JPEG XL Image Coding System is designed to provide next-generation JPEG image capabilities with JPEG XL offering better image quality and compression over legacy JPEG. This test profile is currently focused on the multi-threaded JPEG XL image encode performance using the reference libjxl library. Learn more via the OpenBenchmarking.org test page.
JPEG XL Decoding libjxl The JPEG XL Image Coding System is designed to provide next-generation JPEG image capabilities with JPEG XL offering better image quality and compression over legacy JPEG. This test profile is suited for JPEG XL decode performance testing to PNG output file, the pts/jpexl test is for encode performance. The JPEG XL encoding/decoding is done using the libjxl codebase. Learn more via the OpenBenchmarking.org test page.
AOM AV1 This is a test of the AOMedia AV1 encoder (libaom) developed by AOMedia and Google as the AV1 Codec Library. Learn more via the OpenBenchmarking.org test page.
Encoder Mode: Speed 8 Realtime - Input: Bosphorus 4K
NUC12WSHi7: The test run did not produce a result.
Asus G73sw: The test run did not produce a result.
Encoder Mode: Speed 9 Realtime - Input: Bosphorus 4K
NUC12WSHi7: The test run did not produce a result.
Asus G73sw: The test run did not produce a result.
Encoder Mode: Speed 10 Realtime - Input: Bosphorus 4K
NUC12WSHi7: The test run did not produce a result.
Asus G73sw: The test run did not produce a result.
Encoder Mode: Speed 8 Realtime - Input: Bosphorus 1080p
NUC12WSHi7: The test run did not produce a result.
Asus G73sw: The test run did not produce a result.
Encoder Mode: Speed 9 Realtime - Input: Bosphorus 1080p
NUC12WSHi7: The test run did not produce a result.
Asus G73sw: The test run did not produce a result.
Encoder Mode: Speed 10 Realtime - Input: Bosphorus 1080p
NUC12WSHi7: The test run did not produce a result.
Asus G73sw: The test run did not produce a result.
VVenC VVenC is the Fraunhofer Versatile Video Encoder as a fast/efficient H.266/VVC encoder. The vvenc encoder makes use of SIMD Everywhere (SIMDe). The vvenc software is published under The Clear BSD License. Learn more via the OpenBenchmarking.org test page.
Timed Linux Kernel Compilation This test times how long it takes to build the Linux kernel in a default configuration (defconfig) for the architecture being tested or alternatively an allmodconfig for building all possible kernel modules for the build. Learn more via the OpenBenchmarking.org test page.
eSpeak-NG Speech Engine This test times how long it takes the eSpeak speech synthesizer to read Project Gutenberg's The Outline of Science and output to a WAV file. This test profile is now tracking the eSpeak-NG version of eSpeak. Learn more via the OpenBenchmarking.org test page.
FFmpeg This is a benchmark of the FFmpeg multimedia framework. The FFmpeg test profile is making use of a modified version of vbench from Columbia University's Architecture and Design Lab (ARCADE) [http://arcade.cs.columbia.edu/vbench/] that is a benchmark for video-as-a-service workloads. The test profile offers the options of a range of vbench scenarios based on freely distributable video content and offers the options of using the x264 or x265 video encoders for transcoding. Learn more via the OpenBenchmarking.org test page.
OpenBenchmarking.org Seconds, Fewer Is Better FFmpeg 6.0 Encoder: libx264 - Scenario: Live Raspberry Pi 400 Orange Pi 5 NUC12WSHi7 Asus G73sw 30 60 90 120 150 SE +/- 0.16, N = 3 SE +/- 0.02, N = 3 145.81 64.44 21.76 56.18 1. (CXX) g++ options: -O3 -rdynamic -lpthread -lrt -ldl -lnuma
OpenBenchmarking.org Seconds, Fewer Is Better FFmpeg 6.0 Encoder: libx265 - Scenario: Live Raspberry Pi 400 Orange Pi 5 NUC12WSHi7 Asus G73sw 300 600 900 1200 1500 SE +/- 0.15, N = 3 SE +/- 1.24, N = 3 1165.30 569.61 121.97 178.97 1. (CXX) g++ options: -O3 -rdynamic -lpthread -lrt -ldl -lnuma
OpenBenchmarking.org Seconds, Fewer Is Better FFmpeg 6.0 Encoder: libx264 - Scenario: Upload Raspberry Pi 400 Orange Pi 5 NUC12WSHi7 Asus G73sw 200 400 600 800 1000 SE +/- 0.63, N = 3 SE +/- 0.27, N = 3 1122.88 493.26 176.49 456.32 1. (CXX) g++ options: -O3 -rdynamic -lpthread -lrt -ldl -lnuma
OpenBenchmarking.org Seconds, Fewer Is Better FFmpeg 6.0 Encoder: libx265 - Scenario: Upload Raspberry Pi 400 Orange Pi 5 NUC12WSHi7 Asus G73sw 800 1600 2400 3200 4000 SE +/- 0.57, N = 3 SE +/- 0.79, N = 3 3571.59 1594.63 423.97 474.90 1. (CXX) g++ options: -O3 -rdynamic -lpthread -lrt -ldl -lnuma
OpenBenchmarking.org Seconds, Fewer Is Better FFmpeg 6.0 Encoder: libx264 - Scenario: Platform Raspberry Pi 400 Orange Pi 5 NUC12WSHi7 Asus G73sw 200 400 600 800 1000 SE +/- 1.80, N = 3 SE +/- 0.19, N = 3 924.23 401.82 136.77 370.91 1. (CXX) g++ options: -O3 -rdynamic -lpthread -lrt -ldl -lnuma
OpenBenchmarking.org Seconds, Fewer Is Better FFmpeg 6.0 Encoder: libx265 - Scenario: Platform Raspberry Pi 400 Orange Pi 5 NUC12WSHi7 Asus G73sw 1200 2400 3600 4800 6000 SE +/- 2.80, N = 3 SE +/- 1.35, N = 3 5447.52 2447.47 611.01 696.65 1. (CXX) g++ options: -O3 -rdynamic -lpthread -lrt -ldl -lnuma
OpenBenchmarking.org Seconds, Fewer Is Better FFmpeg 6.0 Encoder: libx264 - Scenario: Video On Demand Raspberry Pi 400 Orange Pi 5 NUC12WSHi7 Asus G73sw 200 400 600 800 1000 SE +/- 0.87, N = 3 SE +/- 0.13, N = 3 924.75 401.56 138.12 370.42 1. (CXX) g++ options: -O3 -rdynamic -lpthread -lrt -ldl -lnuma
OpenBenchmarking.org Seconds, Fewer Is Better FFmpeg 6.0 Encoder: libx265 - Scenario: Video On Demand Raspberry Pi 400 Orange Pi 5 NUC12WSHi7 Asus G73sw 1200 2400 3600 4800 6000 SE +/- 0.58, N = 3 SE +/- 0.92, N = 3 5451.18 2446.76 613.77 696.95 1. (CXX) g++ options: -O3 -rdynamic -lpthread -lrt -ldl -lnuma
RNNoise RNNoise is a recurrent neural network for audio noise reduction developed by Mozilla and Xiph.Org. This test profile is a single-threaded test measuring the time to denoise a sample 26 minute long 16-bit RAW audio file using this recurrent neural network noise suppression library. Learn more via the OpenBenchmarking.org test page.
PostgreSQL This is a benchmark of PostgreSQL using the integrated pgbench for facilitating the database benchmarks. Learn more via the OpenBenchmarking.org test page.
OpenBenchmarking.org TPS, More Is Better PostgreSQL 15 Scaling Factor: 1 - Clients: 50 - Mode: Read Only Raspberry Pi 400 Orange Pi 5 NUC12WSHi7 Asus G73sw 90K 180K 270K 360K 450K SE +/- 332.97, N = 12 SE +/- 1483.60, N = 12 24772 64442 443547 101463 1. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lm
OpenBenchmarking.org TPS, More Is Better PostgreSQL 15 Scaling Factor: 1 - Clients: 100 - Mode: Read Only Raspberry Pi 400 Orange Pi 5 NUC12WSHi7 Asus G73sw 90K 180K 270K 360K 450K SE +/- 194.44, N = 12 SE +/- 1716.24, N = 9 18013 64535 402899 99368 1. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lm
OpenBenchmarking.org TPS, More Is Better PostgreSQL 15 Scaling Factor: 1 - Clients: 250 - Mode: Read Only Raspberry Pi 400 Orange Pi 5 NUC12WSHi7 Asus G73sw 80K 160K 240K 320K 400K SE +/- 104.90, N = 3 SE +/- 667.25, N = 4 17012 59590 356923 89427 1. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lm
OpenBenchmarking.org TPS, More Is Better PostgreSQL 15 Scaling Factor: 1 - Clients: 50 - Mode: Read Write Raspberry Pi 400 Orange Pi 5 NUC12WSHi7 Asus G73sw 110 220 330 440 550 SE +/- 4.16, N = 12 SE +/- 4.01, N = 3 357 486 117 153 -lpthread -lrt -ldl 1. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lm
OpenBenchmarking.org TPS, More Is Better PostgreSQL 15 Scaling Factor: 1 - Clients: 500 - Mode: Read Only Raspberry Pi 400 Orange Pi 5 NUC12WSHi7 Asus G73sw 70K 140K 210K 280K 350K SE +/- 190.50, N = 3 SE +/- 845.64, N = 12 16594 54410 334059 81336 1. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lm
OpenBenchmarking.org TPS, More Is Better PostgreSQL 15 Scaling Factor: 1 - Clients: 100 - Mode: Read Write Raspberry Pi 400 Orange Pi 5 NUC12WSHi7 Asus G73sw 100 200 300 400 500 SE +/- 2.49, N = 3 SE +/- 1.68, N = 3 350 442 115 149 -lpthread -lrt -ldl 1. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lm
OpenBenchmarking.org TPS, More Is Better PostgreSQL 15 Scaling Factor: 1 - Clients: 250 - Mode: Read Write Raspberry Pi 400 Orange Pi 5 NUC12WSHi7 Asus G73sw 70 140 210 280 350 SE +/- 2.03, N = 3 SE +/- 2.84, N = 12 247 332 178 138 -lpthread -lrt -ldl 1. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lm
OpenBenchmarking.org TPS, More Is Better PostgreSQL 15 Scaling Factor: 1 - Clients: 500 - Mode: Read Write Raspberry Pi 400 Orange Pi 5 NUC12WSHi7 Asus G73sw 60 120 180 240 300 SE +/- 3.56, N = 9 SE +/- 4.09, N = 12 152 207 252 124 -lpthread -lrt -ldl 1. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lm
Mobile Neural Network MNN is the Mobile Neural Network as a highly efficient, lightweight deep learning framework developed by Alibaba. This MNN test profile is building the OpenMP / CPU threaded version for processor benchmarking and not any GPU-accelerated test. MNN does allow making use of AVX-512 extensions. Learn more via the OpenBenchmarking.org test page.
OpenBenchmarking.org ms, Fewer Is Better Mobile Neural Network 2.1 Model: nasnet Raspberry Pi 400 Orange Pi 5 NUC12WSHi7 Asus G73sw 20 40 60 80 100 SE +/- 0.38, N = 3 SE +/- 2.84, N = 9 79.82 70.80 14.94 44.90 MIN: 78.91 / MAX: 136.97 MIN: 46.62 / MAX: 98.95 MIN: 12.64 / MAX: 120.94 MIN: 43.83 / MAX: 69.65 1. (CXX) g++ options: -std=c++11 -O3 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -rdynamic -pthread -ldl
OpenBenchmarking.org ms, Fewer Is Better Mobile Neural Network 2.1 Model: mobilenetV3 Raspberry Pi 400 Orange Pi 5 NUC12WSHi7 Asus G73sw 3 6 9 12 15 SE +/- 0.014, N = 3 SE +/- 0.224, N = 9 10.867 7.099 1.986 5.281 MIN: 10.71 / MAX: 22.02 MIN: 5.66 / MAX: 16.33 MIN: 1.61 / MAX: 97.52 MIN: 5.08 / MAX: 8.28 1. (CXX) g++ options: -std=c++11 -O3 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -rdynamic -pthread -ldl
OpenBenchmarking.org ms, Fewer Is Better Mobile Neural Network 2.1 Model: squeezenetv1.1 Raspberry Pi 400 Orange Pi 5 NUC12WSHi7 Asus G73sw 7 14 21 28 35 SE +/- 0.261, N = 3 SE +/- 0.491, N = 9 31.166 18.204 4.230 15.450 MIN: 30.41 / MAX: 60.27 MIN: 14.65 / MAX: 30.58 MIN: 3.46 / MAX: 42.76 MIN: 15.03 / MAX: 19.46 1. (CXX) g++ options: -std=c++11 -O3 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -rdynamic -pthread -ldl
OpenBenchmarking.org ms, Fewer Is Better Mobile Neural Network 2.1 Model: resnet-v2-50 Raspberry Pi 400 Orange Pi 5 NUC12WSHi7 Asus G73sw 60 120 180 240 300 SE +/- 1.42, N = 3 SE +/- 4.53, N = 9 284.61 172.36 30.50 146.39 MIN: 280.49 / MAX: 314.73 MIN: 118.57 / MAX: 231.7 MIN: 25 / MAX: 111.33 MIN: 140.45 / MAX: 278 1. (CXX) g++ options: -std=c++11 -O3 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -rdynamic -pthread -ldl
OpenBenchmarking.org ms, Fewer Is Better Mobile Neural Network 2.1 Model: SqueezeNetV1.0 Raspberry Pi 400 Orange Pi 5 NUC12WSHi7 Asus G73sw 14 28 42 56 70 SE +/- 0.176, N = 3 SE +/- 1.216, N = 9 61.657 34.666 7.631 28.126 MIN: 60.88 / MAX: 74.42 MIN: 28.45 / MAX: 51.62 MIN: 6.38 / MAX: 43.39 MIN: 27.17 / MAX: 63.35 1. (CXX) g++ options: -std=c++11 -O3 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -rdynamic -pthread -ldl
OpenBenchmarking.org ms, Fewer Is Better Mobile Neural Network 2.1 Model: MobileNetV2_224 Raspberry Pi 400 Orange Pi 5 NUC12WSHi7 Asus G73sw 8 16 24 32 40 SE +/- 0.058, N = 3 SE +/- 1.175, N = 9 33.040 21.124 4.122 14.288 MIN: 32.6 / MAX: 44.32 MIN: 15.36 / MAX: 77.33 MIN: 3.19 / MAX: 57.63 MIN: 13.83 / MAX: 35.56 1. (CXX) g++ options: -std=c++11 -O3 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -rdynamic -pthread -ldl
OpenBenchmarking.org ms, Fewer Is Better Mobile Neural Network 2.1 Model: mobilenet-v1-1.0 Raspberry Pi 400 Orange Pi 5 NUC12WSHi7 Asus G73sw 13 26 39 52 65 SE +/- 0.253, N = 3 SE +/- 0.938, N = 9 57.587 26.639 4.188 22.696 MIN: 56.73 / MAX: 139.15 MIN: 22.14 / MAX: 49.04 MIN: 21.91 / MAX: 26.56 1. (CXX) g++ options: -std=c++11 -O3 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -rdynamic -pthread -ldl
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.org ms, Fewer Is Better NCNN 20220729 Target: CPU - Model: mobilenet Raspberry Pi 400 Orange Pi 5 NUC12WSHi7 Asus G73sw 40 80 120 160 200 SE +/- 1.08, N = 3 SE +/- 0.04, N = 3 193.84 41.28 20.13 51.80 -pthread - MIN: 189.61 / MAX: 210.33 MIN: 28.32 / MAX: 88.5 MIN: 16.84 / MAX: 111.24 MIN: 50.7 / MAX: 56.51 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.org ms, Fewer Is Better NCNN 20220729 Target: CPU-v2-v2 - Model: mobilenet-v2 Raspberry Pi 400 Orange Pi 5 NUC12WSHi7 Asus G73sw 14 28 42 56 70 SE +/- 0.75, N = 3 SE +/- 1.63, N = 3 61.64 12.30 6.16 13.50 -pthread - MIN: 59.79 / MAX: 74.49 MIN: 6.61 / MAX: 60.26 MIN: 4.94 / MAX: 109.16 MIN: 13.11 / MAX: 17.7 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.org ms, Fewer Is Better NCNN 20220729 Target: CPU-v3-v3 - Model: mobilenet-v3 Raspberry Pi 400 Orange Pi 5 NUC12WSHi7 Asus G73sw 11 22 33 44 55 SE +/- 0.38, N = 3 SE +/- 0.94, N = 3 47.02 10.34 4.95 12.04 -pthread - MIN: 45.66 / MAX: 58.51 MIN: 6.73 / MAX: 65.96 MIN: 3.94 / MAX: 75.44 MIN: 11.63 / MAX: 15.49 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.org ms, Fewer Is Better NCNN 20220729 Target: CPU - Model: shufflenet-v2 Raspberry Pi 400 Orange Pi 5 NUC12WSHi7 Asus G73sw 6 12 18 24 30 SE +/- 0.09, N = 3 SE +/- 0.99, N = 3 26.12 9.05 4.85 8.56 -pthread - MIN: 25.4 / MAX: 26.9 MIN: 5.45 / MAX: 49.39 MIN: 3.95 / MAX: 62.96 MIN: 8.3 / MAX: 13.81 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.org ms, Fewer Is Better NCNN 20220729 Target: CPU - Model: mnasnet Raspberry Pi 400 Orange Pi 5 NUC12WSHi7 Asus G73sw 12 24 36 48 60 SE +/- 0.47, N = 3 SE +/- 0.48, N = 3 52.72 10.93 5.32 11.81 -pthread - MIN: 51.76 / MAX: 56.26 MIN: 6.92 / MAX: 59.61 MIN: 4.22 / MAX: 92.76 MIN: 11.49 / MAX: 15.63 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.org ms, Fewer Is Better NCNN 20220729 Target: CPU - Model: efficientnet-b0 Raspberry Pi 400 Orange Pi 5 NUC12WSHi7 Asus G73sw 20 40 60 80 100 SE +/- 0.53, N = 3 SE +/- 0.43, N = 3 76.39 17.56 9.26 20.12 -pthread - MIN: 74.66 / MAX: 87.92 MIN: 11.41 / MAX: 69.99 MIN: 7.21 / MAX: 97.89 MIN: 19.65 / MAX: 23.44 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.org ms, Fewer Is Better NCNN 20220729 Target: CPU - Model: blazeface Raspberry Pi 400 Orange Pi 5 NUC12WSHi7 Asus G73sw 3 6 9 12 15 SE +/- 0.03, N = 3 SE +/- 0.09, N = 3 10.45 6.03 1.64 2.89 -pthread - MIN: 10.21 / MAX: 11.97 MIN: 3.02 / MAX: 54.1 MIN: 1.45 / MAX: 3.37 MIN: 2.74 / MAX: 5.43 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.org ms, Fewer Is Better NCNN 20220729 Target: CPU - Model: googlenet Raspberry Pi 400 Orange Pi 5 NUC12WSHi7 Asus G73sw 30 60 90 120 150 SE +/- 0.22, N = 3 SE +/- 0.53, N = 3 122.74 38.84 14.23 38.77 -pthread - MIN: 121.57 / MAX: 139.9 MIN: 27.86 / MAX: 87.11 MIN: 36.9 / MAX: 43.77 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.org ms, Fewer Is Better NCNN 20220729 Target: CPU - Model: vgg16 Raspberry Pi 400 Orange Pi 5 NUC12WSHi7 Asus G73sw 130 260 390 520 650 SE +/- 0.80, N = 3 SE +/- 0.17, N = 3 619.53 119.67 48.15 173.96 -pthread - MIN: 605 / MAX: 680.75 MIN: 110.53 / MAX: 164.37 MIN: 169.12 / MAX: 190.93 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.org ms, Fewer Is Better NCNN 20220729 Target: CPU - Model: resnet18 Raspberry Pi 400 Orange Pi 5 NUC12WSHi7 Asus G73sw 30 60 90 120 150 SE +/- 0.26, N = 3 SE +/- 0.71, N = 3 146.09 22.08 10.85 31.33 -pthread - MIN: 144.46 / MAX: 177.05 MIN: 18.01 / MAX: 66.6 MIN: 30.09 / MAX: 43.17 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.org ms, Fewer Is Better NCNN 20220729 Target: CPU - Model: alexnet Raspberry Pi 400 Orange Pi 5 NUC12WSHi7 Asus G73sw 20 40 60 80 100 SE +/- 0.53, N = 3 SE +/- 0.41, N = 3 85.66 32.08 8.57 30.00 -pthread - MIN: 83.58 / MAX: 98.84 MIN: 24.52 / MAX: 83.92 MIN: 7.51 / MAX: 80.12 MIN: 29.41 / MAX: 35.02 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.org ms, Fewer Is Better NCNN 20220729 Target: CPU - Model: resnet50 Raspberry Pi 400 Orange Pi 5 NUC12WSHi7 Asus G73sw 60 120 180 240 300 SE +/- 0.52, N = 3 SE +/- 0.76, N = 3 292.97 59.64 24.95 80.14 -pthread - MIN: 289.07 / MAX: 314.26 MIN: 49.04 / MAX: 119.91 MIN: 75.36 / MAX: 86.2 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.org ms, Fewer Is Better NCNN 20220729 Target: CPU - Model: yolov4-tiny Raspberry Pi 400 Orange Pi 5 NUC12WSHi7 Asus G73sw 50 100 150 200 250 SE +/- 1.06, N = 3 SE +/- 0.38, N = 3 247.31 52.11 27.55 67.31 -pthread - MIN: 241.09 / MAX: 265.5 MIN: 44 / MAX: 114.26 MIN: 22.04 / MAX: 123.99 MIN: 64.47 / MAX: 89.31 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.org ms, Fewer Is Better NCNN 20220729 Target: CPU - Model: squeezenet_ssd Raspberry Pi 400 Orange Pi 5 NUC12WSHi7 Asus G73sw 30 60 90 120 150 SE +/- 0.39, N = 3 SE +/- 0.24, N = 3 156.50 34.79 18.77 44.84 -pthread - MIN: 155 / MAX: 168.75 MIN: 24.81 / MAX: 84.31 MIN: 15.32 / MAX: 112.45 MIN: 43.73 / MAX: 49.88 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.org ms, Fewer Is Better NCNN 20220729 Target: CPU - Model: regnety_400m Raspberry Pi 400 Orange Pi 5 NUC12WSHi7 Asus G73sw 16 32 48 64 80 SE +/- 0.23, N = 3 SE +/- 0.33, N = 3 72.82 16.91 16.40 30.98 -pthread - MIN: 71.69 / MAX: 82.51 MIN: 12.06 / MAX: 73.54 MIN: 12.11 / MAX: 114.35 MIN: 29.98 / MAX: 34.27 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.org ms, Fewer Is Better NCNN 20220729 Target: CPU - Model: vision_transformer Raspberry Pi 400 Orange Pi 5 NUC12WSHi7 Asus G73sw 600 1200 1800 2400 3000 SE +/- 4.73, N = 3 SE +/- 0.78, N = 3 2853.10 1038.16 318.18 837.46 -pthread - MIN: 2776.33 / MAX: 2992.57 MIN: 966.15 / MAX: 1128.84 MIN: 814.07 / MAX: 860.47 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread