broadwell up

Intel Core i7-5600U testing with a LENOVO 20BSCTO1WW (N14ET49W 1.27 BIOS) and Intel HD 5500 3GB on Ubuntu 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 2103134-HA-BROADWELL33
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March 12 2021
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March 12 2021
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March 12 2021
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broadwell upProcessorMotherboardChipsetMemoryDiskGraphicsAudioNetworkOSKernelDesktopDisplay ServerOpenGLOpenCLVulkanCompilerFile-SystemScreen Resolution123Intel Core i7-5600U @ 3.20GHz (2 Cores / 4 Threads)LENOVO 20BSCTO1WW (N14ET49W 1.27 BIOS)Intel Broadwell-U-OPI8GB128GB SAMSUNG MZNTE128Intel HD 5500 3GB (950MHz)Intel Broadwell-U AudioIntel I218-LM + Intel 7265Ubuntu 20.105.9.1-050901-generic (x86_64)GNOME Shell 3.38.1X Server 1.20.94.6 Mesa 21.0.0-devel (git-bd69765 2021-01-01 groovy-oibaf-ppa)OpenCL 3.01.2.145GCC 10.2.0ext41920x1080OpenBenchmarking.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: intel_cpufreq ondemand - CPU Microcode: 0x2f - Thermald 2.3Security Details- itlb_multihit: KVM: Mitigation of VMX disabled + l1tf: Mitigation of PTE Inversion; VMX: conditional cache flushes SMT vulnerable + mds: Mitigation of Clear buffers; SMT vulnerable + meltdown: Mitigation of PTI + 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 generic retpoline IBPB: conditional IBRS_FW STIBP: conditional RSB filling + srbds: Mitigation of Microcode + tsx_async_abort: Mitigation of Clear buffers; SMT vulnerable

123Result OverviewPhoronix Test Suite100%100%101%101%102%Mobile Neural NetworkJPEG XLASTC EncoderAOM AV1JPEG XL DecodingBasis Universalsimdjson

broadwell upsimdjson: Kostyasimdjson: LargeRandsimdjson: PartialTweetssimdjson: DistinctUserIDjpegxl: PNG - 5jpegxl: PNG - 7jpegxl: PNG - 8jpegxl: JPEG - 5jpegxl: JPEG - 7jpegxl: JPEG - 8jpegxl-decode: 1jpegxl-decode: Allaom-av1: Speed 0 Two-Passaom-av1: Speed 4 Two-Passaom-av1: Speed 6 Realtimeaom-av1: Speed 6 Two-Passaom-av1: Speed 8 Realtimeastcenc: Mediumastcenc: Thoroughastcenc: Exhaustivebasis: ETC1Sbasis: UASTC Level 0basis: UASTC Level 2basis: UASTC Level 3mnn: SqueezeNetV1.0mnn: resnet-v2-50mnn: MobileNetV2_224mnn: mobilenet-v1-1.0mnn: inception-v31232.180.722.833.221.513.550.4832.8432.2316.5526.7730.960.071.594.513.7532.1810.614091.1426728.790063.04518.536191.116385.74715.75280.6848.48910.248112.0962.180.722.833.221.323.530.4833.3232.6816.7326.6430.970.071.594.513.7832.8110.312990.9484727.335562.67118.496190.702388.42915.73578.8548.35410.046110.2742.180.722.813.2021.813.570.4932.9233.2216.4526.6231.360.071.604.533.7732.7810.299390.9222728.169562.40818.474190.785385.20815.97379.5868.4619.957111.047OpenBenchmarking.org

simdjson

This is a benchmark of SIMDJSON, a high performance JSON parser. SIMDJSON aims to be the fastest JSON parser and is used by projects like Microsoft FishStore, Yandex ClickHouse, Shopify, and others. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgGB/s, More Is Bettersimdjson 0.8.2Throughput Test: Kostya1230.49050.9811.47151.9622.4525SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 32.182.182.181. (CXX) g++ options: -O3 -pthread
OpenBenchmarking.orgGB/s, More Is Bettersimdjson 0.8.2Throughput Test: Kostya123246810Min: 2.18 / Avg: 2.18 / Max: 2.18Min: 2.18 / Avg: 2.18 / Max: 2.18Min: 2.18 / Avg: 2.18 / Max: 2.191. (CXX) g++ options: -O3 -pthread

OpenBenchmarking.orgGB/s, More Is Bettersimdjson 0.8.2Throughput Test: LargeRandom1230.1620.3240.4860.6480.81SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 30.720.720.721. (CXX) g++ options: -O3 -pthread
OpenBenchmarking.orgGB/s, More Is Bettersimdjson 0.8.2Throughput Test: LargeRandom123246810Min: 0.72 / Avg: 0.72 / Max: 0.72Min: 0.72 / Avg: 0.72 / Max: 0.72Min: 0.72 / Avg: 0.72 / Max: 0.721. (CXX) g++ options: -O3 -pthread

OpenBenchmarking.orgGB/s, More Is Bettersimdjson 0.8.2Throughput Test: PartialTweets1230.63681.27361.91042.54723.184SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 32.832.832.811. (CXX) g++ options: -O3 -pthread
OpenBenchmarking.orgGB/s, More Is Bettersimdjson 0.8.2Throughput Test: PartialTweets123246810Min: 2.83 / Avg: 2.83 / Max: 2.83Min: 2.82 / Avg: 2.83 / Max: 2.83Min: 2.79 / Avg: 2.81 / Max: 2.831. (CXX) g++ options: -O3 -pthread

OpenBenchmarking.orgGB/s, More Is Bettersimdjson 0.8.2Throughput Test: DistinctUserID1230.721.442.162.883.6SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 33.203.203.201. (CXX) g++ options: -O3 -pthread
OpenBenchmarking.orgGB/s, More Is Bettersimdjson 0.8.2Throughput Test: DistinctUserID123246810Min: 3.2 / Avg: 3.2 / Max: 3.2Min: 3.2 / Avg: 3.2 / Max: 3.2Min: 3.19 / Avg: 3.2 / Max: 3.21. (CXX) g++ options: -O3 -pthread

JPEG XL

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. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMP/s, More Is BetterJPEG XL 0.3.3Input: PNG - Encode Speed: 5123510152025SE +/- 0.20, N = 3SE +/- 0.30, N = 3SE +/- 0.20, N = 321.5121.3221.811. (CXX) g++ options: -funwind-tables -O3 -O2 -fPIE -pie -pthread -ldl
OpenBenchmarking.orgMP/s, More Is BetterJPEG XL 0.3.3Input: PNG - Encode Speed: 5123510152025Min: 21.31 / Avg: 21.51 / Max: 21.92Min: 20.73 / Avg: 21.32 / Max: 21.68Min: 21.45 / Avg: 21.81 / Max: 22.131. (CXX) g++ options: -funwind-tables -O3 -O2 -fPIE -pie -pthread -ldl

OpenBenchmarking.orgMP/s, More Is BetterJPEG XL 0.3.3Input: PNG - Encode Speed: 71230.80331.60662.40993.21324.0165SE +/- 0.02, N = 3SE +/- 0.02, N = 3SE +/- 0.00, N = 33.553.533.571. (CXX) g++ options: -funwind-tables -O3 -O2 -fPIE -pie -pthread -ldl
OpenBenchmarking.orgMP/s, More Is BetterJPEG XL 0.3.3Input: PNG - Encode Speed: 7123246810Min: 3.52 / Avg: 3.55 / Max: 3.59Min: 3.51 / Avg: 3.53 / Max: 3.56Min: 3.57 / Avg: 3.57 / Max: 3.581. (CXX) g++ options: -funwind-tables -O3 -O2 -fPIE -pie -pthread -ldl

OpenBenchmarking.orgMP/s, More Is BetterJPEG XL 0.3.3Input: PNG - Encode Speed: 81230.11030.22060.33090.44120.5515SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 30.480.480.491. (CXX) g++ options: -funwind-tables -O3 -O2 -fPIE -pie -pthread -ldl
OpenBenchmarking.orgMP/s, More Is BetterJPEG XL 0.3.3Input: PNG - Encode Speed: 8123246810Min: 0.48 / Avg: 0.48 / Max: 0.48Min: 0.48 / Avg: 0.48 / Max: 0.49Min: 0.48 / Avg: 0.49 / Max: 0.491. (CXX) g++ options: -funwind-tables -O3 -O2 -fPIE -pie -pthread -ldl

OpenBenchmarking.orgMP/s, More Is BetterJPEG XL 0.3.3Input: JPEG - Encode Speed: 5123816243240SE +/- 0.22, N = 3SE +/- 0.16, N = 3SE +/- 0.44, N = 332.8433.3232.921. (CXX) g++ options: -funwind-tables -O3 -O2 -fPIE -pie -pthread -ldl
OpenBenchmarking.orgMP/s, More Is BetterJPEG XL 0.3.3Input: JPEG - Encode Speed: 5123714212835Min: 32.4 / Avg: 32.84 / Max: 33.07Min: 33.13 / Avg: 33.32 / Max: 33.64Min: 32.2 / Avg: 32.92 / Max: 33.731. (CXX) g++ options: -funwind-tables -O3 -O2 -fPIE -pie -pthread -ldl

OpenBenchmarking.orgMP/s, More Is BetterJPEG XL 0.3.3Input: JPEG - Encode Speed: 7123816243240SE +/- 0.37, N = 3SE +/- 0.14, N = 3SE +/- 0.16, N = 332.2332.6833.221. (CXX) g++ options: -funwind-tables -O3 -O2 -fPIE -pie -pthread -ldl
OpenBenchmarking.orgMP/s, More Is BetterJPEG XL 0.3.3Input: JPEG - Encode Speed: 7123714212835Min: 31.7 / Avg: 32.23 / Max: 32.93Min: 32.49 / Avg: 32.68 / Max: 32.96Min: 32.93 / Avg: 33.22 / Max: 33.481. (CXX) g++ options: -funwind-tables -O3 -O2 -fPIE -pie -pthread -ldl

OpenBenchmarking.orgMP/s, More Is BetterJPEG XL 0.3.3Input: JPEG - Encode Speed: 812348121620SE +/- 0.13, N = 3SE +/- 0.11, N = 3SE +/- 0.28, N = 316.5516.7316.451. (CXX) g++ options: -funwind-tables -O3 -O2 -fPIE -pie -pthread -ldl
OpenBenchmarking.orgMP/s, More Is BetterJPEG XL 0.3.3Input: JPEG - Encode Speed: 812348121620Min: 16.38 / Avg: 16.55 / Max: 16.8Min: 16.52 / Avg: 16.73 / Max: 16.85Min: 15.93 / Avg: 16.45 / Max: 16.911. (CXX) g++ options: -funwind-tables -O3 -O2 -fPIE -pie -pthread -ldl

JPEG XL Decoding

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. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMP/s, More Is BetterJPEG XL Decoding 0.3.3CPU Threads: 1123612182430SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 326.7726.6426.62
OpenBenchmarking.orgMP/s, More Is BetterJPEG XL Decoding 0.3.3CPU Threads: 1123612182430Min: 26.74 / Avg: 26.77 / Max: 26.79Min: 26.62 / Avg: 26.64 / Max: 26.66Min: 26.59 / Avg: 26.62 / Max: 26.66

OpenBenchmarking.orgMP/s, More Is BetterJPEG XL Decoding 0.3.3CPU Threads: All123714212835SE +/- 0.07, N = 3SE +/- 0.03, N = 3SE +/- 0.01, N = 330.9630.9731.36
OpenBenchmarking.orgMP/s, More Is BetterJPEG XL Decoding 0.3.3CPU Threads: All123714212835Min: 30.83 / Avg: 30.96 / Max: 31.04Min: 30.94 / Avg: 30.97 / Max: 31.03Min: 31.34 / Avg: 31.36 / Max: 31.37

AOM AV1

This is a test of the AOMedia AV1 encoder (libaom) run on the CPU with a sample 1080p video file. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterAOM AV1 2.1-rcEncoder Mode: Speed 0 Two-Pass1230.01580.03160.04740.06320.079SE +/- 0.00, N = 3SE +/- 0.00, N = 9SE +/- 0.00, N = 30.070.070.071. (CXX) g++ options: -O3 -std=c++11 -U_FORTIFY_SOURCE -lm -lpthread
OpenBenchmarking.orgFrames Per Second, More Is BetterAOM AV1 2.1-rcEncoder Mode: Speed 0 Two-Pass12312345Min: 0.07 / Avg: 0.07 / Max: 0.07Min: 0.06 / Avg: 0.07 / Max: 0.07Min: 0.07 / Avg: 0.07 / Max: 0.071. (CXX) g++ options: -O3 -std=c++11 -U_FORTIFY_SOURCE -lm -lpthread

OpenBenchmarking.orgFrames Per Second, More Is BetterAOM AV1 2.1-rcEncoder Mode: Speed 4 Two-Pass1230.360.721.081.441.8SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 31.591.591.601. (CXX) g++ options: -O3 -std=c++11 -U_FORTIFY_SOURCE -lm -lpthread
OpenBenchmarking.orgFrames Per Second, More Is BetterAOM AV1 2.1-rcEncoder Mode: Speed 4 Two-Pass123246810Min: 1.59 / Avg: 1.59 / Max: 1.59Min: 1.59 / Avg: 1.59 / Max: 1.6Min: 1.59 / Avg: 1.6 / Max: 1.61. (CXX) g++ options: -O3 -std=c++11 -U_FORTIFY_SOURCE -lm -lpthread

OpenBenchmarking.orgFrames Per Second, More Is BetterAOM AV1 2.1-rcEncoder Mode: Speed 6 Realtime1231.01932.03863.05794.07725.0965SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 34.514.514.531. (CXX) g++ options: -O3 -std=c++11 -U_FORTIFY_SOURCE -lm -lpthread
OpenBenchmarking.orgFrames Per Second, More Is BetterAOM AV1 2.1-rcEncoder Mode: Speed 6 Realtime123246810Min: 4.49 / Avg: 4.51 / Max: 4.53Min: 4.49 / Avg: 4.51 / Max: 4.54Min: 4.51 / Avg: 4.53 / Max: 4.541. (CXX) g++ options: -O3 -std=c++11 -U_FORTIFY_SOURCE -lm -lpthread

OpenBenchmarking.orgFrames Per Second, More Is BetterAOM AV1 2.1-rcEncoder Mode: Speed 6 Two-Pass1230.85051.7012.55153.4024.2525SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 33.753.783.771. (CXX) g++ options: -O3 -std=c++11 -U_FORTIFY_SOURCE -lm -lpthread
OpenBenchmarking.orgFrames Per Second, More Is BetterAOM AV1 2.1-rcEncoder Mode: Speed 6 Two-Pass123246810Min: 3.75 / Avg: 3.75 / Max: 3.76Min: 3.77 / Avg: 3.78 / Max: 3.78Min: 3.77 / Avg: 3.77 / Max: 3.771. (CXX) g++ options: -O3 -std=c++11 -U_FORTIFY_SOURCE -lm -lpthread

OpenBenchmarking.orgFrames Per Second, More Is BetterAOM AV1 2.1-rcEncoder Mode: Speed 8 Realtime123816243240SE +/- 0.27, N = 3SE +/- 0.43, N = 3SE +/- 0.41, N = 332.1832.8132.781. (CXX) g++ options: -O3 -std=c++11 -U_FORTIFY_SOURCE -lm -lpthread
OpenBenchmarking.orgFrames Per Second, More Is BetterAOM AV1 2.1-rcEncoder Mode: Speed 8 Realtime123714212835Min: 31.82 / Avg: 32.18 / Max: 32.71Min: 32.23 / Avg: 32.81 / Max: 33.66Min: 32.12 / Avg: 32.78 / Max: 33.541. (CXX) g++ options: -O3 -std=c++11 -U_FORTIFY_SOURCE -lm -lpthread

ASTC Encoder

ASTC Encoder (astcenc) is for the Adaptive Scalable Texture Compression (ASTC) format commonly used with OpenGL, OpenGL ES, and Vulkan graphics APIs. This test profile does a coding test of both compression/decompression. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterASTC Encoder 2.4Preset: Medium1233691215SE +/- 0.03, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 310.6110.3110.301. (CXX) g++ options: -O3 -flto -pthread
OpenBenchmarking.orgSeconds, Fewer Is BetterASTC Encoder 2.4Preset: Medium1233691215Min: 10.58 / Avg: 10.61 / Max: 10.67Min: 10.29 / Avg: 10.31 / Max: 10.33Min: 10.28 / Avg: 10.3 / Max: 10.311. (CXX) g++ options: -O3 -flto -pthread

OpenBenchmarking.orgSeconds, Fewer Is BetterASTC Encoder 2.4Preset: Thorough12320406080100SE +/- 0.40, N = 3SE +/- 0.41, N = 3SE +/- 0.34, N = 391.1490.9590.921. (CXX) g++ options: -O3 -flto -pthread
OpenBenchmarking.orgSeconds, Fewer Is BetterASTC Encoder 2.4Preset: Thorough12320406080100Min: 90.35 / Avg: 91.14 / Max: 91.54Min: 90.14 / Avg: 90.95 / Max: 91.37Min: 90.24 / Avg: 90.92 / Max: 91.291. (CXX) g++ options: -O3 -flto -pthread

OpenBenchmarking.orgSeconds, Fewer Is BetterASTC Encoder 2.4Preset: Exhaustive123160320480640800SE +/- 0.34, N = 3SE +/- 0.38, N = 3SE +/- 0.81, N = 3728.79727.34728.171. (CXX) g++ options: -O3 -flto -pthread
OpenBenchmarking.orgSeconds, Fewer Is BetterASTC Encoder 2.4Preset: Exhaustive123130260390520650Min: 728.17 / Avg: 728.79 / Max: 729.35Min: 726.6 / Avg: 727.34 / Max: 727.89Min: 727.03 / Avg: 728.17 / Max: 729.721. (CXX) g++ options: -O3 -flto -pthread

Basis Universal

Basis Universal is a GPU texture codec. This test times how long it takes to convert sRGB PNGs into Basis Univeral assets with various settings. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterBasis Universal 1.13Settings: ETC1S1231428425670SE +/- 0.20, N = 3SE +/- 0.14, N = 3SE +/- 0.20, N = 363.0562.6762.411. (CXX) g++ options: -std=c++11 -fvisibility=hidden -fPIC -fno-strict-aliasing -O3 -rdynamic -lm -lpthread
OpenBenchmarking.orgSeconds, Fewer Is BetterBasis Universal 1.13Settings: ETC1S1231224364860Min: 62.66 / Avg: 63.04 / Max: 63.37Min: 62.38 / Avg: 62.67 / Max: 62.84Min: 62.01 / Avg: 62.41 / Max: 62.671. (CXX) g++ options: -std=c++11 -fvisibility=hidden -fPIC -fno-strict-aliasing -O3 -rdynamic -lm -lpthread

OpenBenchmarking.orgSeconds, Fewer Is BetterBasis Universal 1.13Settings: UASTC Level 0123510152025SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 318.5418.5018.471. (CXX) g++ options: -std=c++11 -fvisibility=hidden -fPIC -fno-strict-aliasing -O3 -rdynamic -lm -lpthread
OpenBenchmarking.orgSeconds, Fewer Is BetterBasis Universal 1.13Settings: UASTC Level 0123510152025Min: 18.49 / Avg: 18.54 / Max: 18.58Min: 18.49 / Avg: 18.5 / Max: 18.51Min: 18.44 / Avg: 18.47 / Max: 18.491. (CXX) g++ options: -std=c++11 -fvisibility=hidden -fPIC -fno-strict-aliasing -O3 -rdynamic -lm -lpthread

OpenBenchmarking.orgSeconds, Fewer Is BetterBasis Universal 1.13Settings: UASTC Level 21234080120160200SE +/- 0.40, N = 3SE +/- 0.33, N = 3SE +/- 0.39, N = 3191.12190.70190.791. (CXX) g++ options: -std=c++11 -fvisibility=hidden -fPIC -fno-strict-aliasing -O3 -rdynamic -lm -lpthread
OpenBenchmarking.orgSeconds, Fewer Is BetterBasis Universal 1.13Settings: UASTC Level 21234080120160200Min: 190.34 / Avg: 191.12 / Max: 191.64Min: 190.04 / Avg: 190.7 / Max: 191.09Min: 190 / Avg: 190.79 / Max: 191.231. (CXX) g++ options: -std=c++11 -fvisibility=hidden -fPIC -fno-strict-aliasing -O3 -rdynamic -lm -lpthread

OpenBenchmarking.orgSeconds, Fewer Is BetterBasis Universal 1.13Settings: UASTC Level 312380160240320400SE +/- 0.22, N = 3SE +/- 3.90, N = 3SE +/- 0.20, N = 3385.75388.43385.211. (CXX) g++ options: -std=c++11 -fvisibility=hidden -fPIC -fno-strict-aliasing -O3 -rdynamic -lm -lpthread
OpenBenchmarking.orgSeconds, Fewer Is BetterBasis Universal 1.13Settings: UASTC Level 312370140210280350Min: 385.33 / Avg: 385.75 / Max: 386.08Min: 384.4 / Avg: 388.43 / Max: 396.22Min: 384.82 / Avg: 385.21 / Max: 385.431. (CXX) g++ options: -std=c++11 -fvisibility=hidden -fPIC -fno-strict-aliasing -O3 -rdynamic -lm -lpthread

Mobile Neural Network

MNN is the Mobile Neural Network as a highly efficient, lightweight deep learning framework developed by Alibaba. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 1.1.3Model: SqueezeNetV1.012348121620SE +/- 0.01, N = 3SE +/- 0.04, N = 3SE +/- 0.13, N = 315.7515.7415.97MIN: 15.63 / MAX: 18.32MIN: 15.19 / MAX: 33.37MIN: 15.62 / MAX: 34.971. (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.orgms, Fewer Is BetterMobile Neural Network 1.1.3Model: SqueezeNetV1.012348121620Min: 15.73 / Avg: 15.75 / Max: 15.77Min: 15.65 / Avg: 15.74 / Max: 15.78Min: 15.73 / Avg: 15.97 / Max: 16.151. (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.orgms, Fewer Is BetterMobile Neural Network 1.1.3Model: resnet-v2-5012320406080100SE +/- 0.48, N = 3SE +/- 0.59, N = 3SE +/- 0.87, N = 380.6878.8579.59MIN: 74.6 / MAX: 138.27MIN: 73.76 / MAX: 165.59MIN: 74.98 / MAX: 1431. (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.orgms, Fewer Is BetterMobile Neural Network 1.1.3Model: resnet-v2-501231530456075Min: 79.75 / Avg: 80.68 / Max: 81.32Min: 78.04 / Avg: 78.85 / Max: 80Min: 78.36 / Avg: 79.59 / Max: 81.281. (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.orgms, Fewer Is BetterMobile Neural Network 1.1.3Model: MobileNetV2_224123246810SE +/- 0.071, N = 3SE +/- 0.003, N = 3SE +/- 0.063, N = 38.4898.3548.461MIN: 8.28 / MAX: 11.45MIN: 8.21 / MAX: 13.01MIN: 8.16 / MAX: 13.121. (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.orgms, Fewer Is BetterMobile Neural Network 1.1.3Model: MobileNetV2_2241233691215Min: 8.38 / Avg: 8.49 / Max: 8.62Min: 8.35 / Avg: 8.35 / Max: 8.36Min: 8.34 / Avg: 8.46 / Max: 8.541. (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.orgms, Fewer Is BetterMobile Neural Network 1.1.3Model: mobilenet-v1-1.01233691215SE +/- 0.140, N = 3SE +/- 0.189, N = 3SE +/- 0.093, N = 310.24810.0469.957MIN: 9.57 / MAX: 13.37MIN: 9.51 / MAX: 27.28MIN: 9.56 / MAX: 26.691. (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.orgms, Fewer Is BetterMobile Neural Network 1.1.3Model: mobilenet-v1-1.01233691215Min: 9.98 / Avg: 10.25 / Max: 10.44Min: 9.67 / Avg: 10.05 / Max: 10.27Min: 9.78 / Avg: 9.96 / Max: 10.11. (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.orgms, Fewer Is BetterMobile Neural Network 1.1.3Model: inception-v3123306090120150SE +/- 0.44, N = 3SE +/- 0.47, N = 3SE +/- 0.51, N = 3112.10110.27111.05MIN: 110.69 / MAX: 174.58MIN: 108.74 / MAX: 194.48MIN: 109.56 / MAX: 130.691. (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.orgms, Fewer Is BetterMobile Neural Network 1.1.3Model: inception-v312320406080100Min: 111.29 / Avg: 112.1 / Max: 112.79Min: 109.37 / Avg: 110.27 / Max: 110.94Min: 110.52 / Avg: 111.05 / Max: 112.071. (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

29 Results Shown

simdjson:
  Kostya
  LargeRand
  PartialTweets
  DistinctUserID
JPEG XL:
  PNG - 5
  PNG - 7
  PNG - 8
  JPEG - 5
  JPEG - 7
  JPEG - 8
JPEG XL Decoding:
  1
  All
AOM AV1:
  Speed 0 Two-Pass
  Speed 4 Two-Pass
  Speed 6 Realtime
  Speed 6 Two-Pass
  Speed 8 Realtime
ASTC Encoder:
  Medium
  Thorough
  Exhaustive
Basis Universal:
  ETC1S
  UASTC Level 0
  UASTC Level 2
  UASTC Level 3
Mobile Neural Network:
  SqueezeNetV1.0
  resnet-v2-50
  MobileNetV2_224
  mobilenet-v1-1.0
  inception-v3