Graviton3 Neoverse-V1 Compiler Tests

Benchmarks by Michael Larabel for a future article. amazon testing on Ubuntu 22.04 via the Phoronix Test Suite.

Compare your own system(s) to this result file with the Phoronix Test Suite by running the command: phoronix-test-suite benchmark 2206081-NE-ARMSVE03321
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Audio Encoding 5 Tests
Bioinformatics 2 Tests
BLAS (Basic Linear Algebra Sub-Routine) Tests 2 Tests
C++ Boost Tests 2 Tests
Chess Test Suite 2 Tests
C/C++ Compiler Tests 16 Tests
CPU Massive 17 Tests
Creator Workloads 21 Tests
Cryptography 5 Tests
Encoding 7 Tests
Game Development 3 Tests
HPC - High Performance Computing 11 Tests
Imaging 4 Tests
Machine Learning 5 Tests
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Multi-Core 15 Tests
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Scientific Computing 6 Tests
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-march=armv8.4-a
June 07 2022
  5 Hours, 3 Minutes
-march=armv8.4-a+sve
June 06 2022
  4 Hours, 57 Minutes
-march=armv8.4-a+sve -mcpu=neoverse-v1
June 08 2022
  4 Hours, 52 Minutes
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  4 Hours, 58 Minutes

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-march=armv8.4-a

Kernel Notes: Transparent Huge Pages: madvise
Environment Notes: CXXFLAGS="-O3 -march=armv8.4-a" CFLAGS="-O3 -march=armv8.4-a"
Compiler Notes: --build=aarch64-linux-gnu --disable-libquadmath --disable-libquadmath-support --disable-nls --disable-werror --enable-checking=yes,extra,rtl --enable-clocale=gnu --enable-fix-cortex-a53-843419 --enable-gnu-unique-object --enable-languages=c,ada,c++,go,d,fortran,objc,obj-c++ --enable-libphobos-checking=release --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-objc-gc=auto --enable-plugin --enable-shared --host=aarch64-linux-gnu --program-prefix= --target=aarch64-linux-gnu --with-default-libstdcxx-abi=new --with-gcc-major-version-only --with-target-system-zlib=auto -v
Python Notes: Python 3.10.4
Security 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: Mitigation of CSV2 BHB + srbds: Not affected + tsx_async_abort: Not affected

-march=armv8.4-a+sve

Kernel Notes: Transparent Huge Pages: madvise
Environment Notes: CXXFLAGS="-O3 -march=armv8.4-a+sve" CFLAGS="-O3 -march=armv8.4-a+sve"
Compiler Notes: --build=aarch64-linux-gnu --disable-libquadmath --disable-libquadmath-support --disable-nls --disable-werror --enable-checking=yes,extra,rtl --enable-clocale=gnu --enable-fix-cortex-a53-843419 --enable-gnu-unique-object --enable-languages=c,ada,c++,go,d,fortran,objc,obj-c++ --enable-libphobos-checking=release --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-objc-gc=auto --enable-plugin --enable-shared --host=aarch64-linux-gnu --program-prefix= --target=aarch64-linux-gnu --with-default-libstdcxx-abi=new --with-gcc-major-version-only --with-target-system-zlib=auto -v
Python Notes: Python 3.10.4
Security 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: Mitigation of CSV2 BHB + srbds: Not affected + tsx_async_abort: Not affected

-march=armv8.4-a+sve -mcpu=neoverse-v1

Processor: ARMv8 Neoverse-V1 (32 Cores), Motherboard: Amazon EC2 c7g.8xlarge (1.0 BIOS), Chipset: Amazon Device 0200, Memory: 62GB, Disk: 301GB Amazon Elastic Block Store, Network: Amazon Elastic

OS: Ubuntu 22.04, Kernel: 5.15.0-1004-aws (aarch64), Compiler: GCC 12.0.0 20220117, File-System: ext4, System Layer: amazon

Kernel Notes: Transparent Huge Pages: madvise
Environment Notes: CXXFLAGS="-O3 -march=armv8.4-a+sve -mcpu=neoverse-v1" CFLAGS="-O3 -march=armv8.4-a+sve -mcpu=neoverse-v1"
Compiler Notes: --build=aarch64-linux-gnu --disable-libquadmath --disable-libquadmath-support --disable-nls --disable-werror --enable-checking=yes,extra,rtl --enable-clocale=gnu --enable-fix-cortex-a53-843419 --enable-gnu-unique-object --enable-languages=c,ada,c++,go,d,fortran,objc,obj-c++ --enable-libphobos-checking=release --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-objc-gc=auto --enable-plugin --enable-shared --host=aarch64-linux-gnu --program-prefix= --target=aarch64-linux-gnu --with-default-libstdcxx-abi=new --with-gcc-major-version-only --with-target-system-zlib=auto -v
Python Notes: Python 3.10.4
Security 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: Mitigation of CSV2 BHB + srbds: Not affected + tsx_async_abort: Not affected

Graviton3 Neoverse-V1 Compiler TestsOpenBenchmarking.orgPhoronix Test SuiteARMv8 Neoverse-V1 (32 Cores)Amazon EC2 c7g.8xlarge (1.0 BIOS)Amazon Device 020062GB301GB Amazon Elastic Block StoreAmazon ElasticUbuntu 22.045.15.0-1004-aws (aarch64)GCC 12.0.0 20220117ext4amazonProcessorMotherboardChipsetMemoryDiskNetworkOSKernelCompilerFile-SystemSystem LayerGraviton3 Neoverse-V1 Compiler Tests PerformanceSystem Logs- Transparent Huge Pages: madvise- -march=armv8.4-a: CXXFLAGS="-O3 -march=armv8.4-a" CFLAGS="-O3 -march=armv8.4-a" - -march=armv8.4-a+sve: CXXFLAGS="-O3 -march=armv8.4-a+sve" CFLAGS="-O3 -march=armv8.4-a+sve" - -march=armv8.4-a+sve -mcpu=neoverse-v1: CXXFLAGS="-O3 -march=armv8.4-a+sve -mcpu=neoverse-v1" CFLAGS="-O3 -march=armv8.4-a+sve -mcpu=neoverse-v1" - --build=aarch64-linux-gnu --disable-libquadmath --disable-libquadmath-support --disable-nls --disable-werror --enable-checking=yes,extra,rtl --enable-clocale=gnu --enable-fix-cortex-a53-843419 --enable-gnu-unique-object --enable-languages=c,ada,c++,go,d,fortran,objc,obj-c++ --enable-libphobos-checking=release --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-objc-gc=auto --enable-plugin --enable-shared --host=aarch64-linux-gnu --program-prefix= --target=aarch64-linux-gnu --with-default-libstdcxx-abi=new --with-gcc-major-version-only --with-target-system-zlib=auto -v - Python 3.10.4- 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: Mitigation of CSV2 BHB + srbds: Not affected + tsx_async_abort: Not affected

-march=armv8.4-a-march=armv8.4-a+sve-march=armv8.4-a+sve -mcpu=neoverse-v1Result OverviewPhoronix Test Suite100%117%135%152%170%Crypto++Opus Codec EncodingeSpeak-NG Speech EngineLiquid-DSPLAME MP3 EncodingStockfishGoogle DracoTNNKripkeNgspiceACES DGEMMCoremarkGraphicsMagickPOV-RayJPEG XL libjxlTimed MrBayes AnalysisAOM AV1ASTC EncoderStargate Digital Audio WorkstationRNNoiseLuaJITNettleLAMMPS Molecular Dynamics SimulatorLeelaChessZeroWavPack Audio EncodingC-RayPrimesieveRedisHimeno BenchmarkWebP Image EncodeBotanFLAC Audio EncodingZstd CompressionOpenSSLXmrigONNX Runtimex264AOBenchGROMACSSmallptGNU GMP GMPbenchSysbenchCaffeOpenJPEG

Graviton3 Neoverse-V1 Compiler Testsopenssl: SHA256sysbench: CPUaom-av1: Speed 8 Realtime - Bosphorus 4Kaom-av1: Speed 10 Realtime - Bosphorus 4Kaom-av1: Speed 8 Realtime - Bosphorus 1080paom-av1: Speed 9 Realtime - Bosphorus 1080paom-av1: Speed 10 Realtime - Bosphorus 1080px264: Bosphorus 4Kx264: Bosphorus 1080pmt-dgemm: Sustained Floating-Point Rategmpbench: Total Timexmrig: Monero - 1Mxmrig: Wownero - 1Monnx: GPT-2 - CPU - Standardonnx: bertsquad-12 - CPU - Standardonnx: fcn-resnet101-11 - CPU - Standardonnx: ArcFace ResNet-100 - CPU - Standardonnx: super-resolution-10 - CPU - Standardgraphics-magick: Swirlgraphics-magick: Rotategraphics-magick: Enhancedgraphics-magick: Resizinggraphics-magick: Noise-Gaussiangraphics-magick: HWB Color Spacecoremark: CoreMark Size 666 - Iterations Per Secondcompress-zstd: 3 - Compression Speedcompress-zstd: 19 - Compression Speedcompress-zstd: 19 - Decompression Speedcompress-zstd: 3, Long Mode - Compression Speedcompress-zstd: 3, Long Mode - Decompression Speedcompress-zstd: 19, Long Mode - Compression Speedcompress-zstd: 19, Long Mode - Decompression Speednettle: aes256nettle: chachanettle: sha512nettle: poly1305-aesluajit: Compositeluajit: Monte Carloluajit: Fast Fourier Transformluajit: Sparse Matrix Multiplyluajit: Dense LU Matrix Factorizationluajit: Jacobi Successive Over-Relaxationhimeno: Poisson Pressure Solverbotan: KASUMIbotan: KASUMI - Decryptbotan: AES-256botan: AES-256 - Decryptbotan: Twofishbotan: Twofish - Decryptbotan: Blowfishbotan: Blowfish - Decryptbotan: CAST-256botan: CAST-256 - Decryptbotan: ChaCha20Poly1305botan: ChaCha20Poly1305 - Decryptcryptopp: Unkeyed Algorithmsjpegxl: PNG - 7jpegxl: PNG - 8jpegxl: JPEG - 7jpegxl: JPEG - 8lczero: BLASlczero: Eigenstockfish: Total Timegromacs: MPI CPU - water_GMX50_barelammps: Rhodopsin Proteinstargate: 44100 - 512stargate: 96000 - 512stargate: 44100 - 1024stargate: 480000 - 512stargate: 96000 - 1024stargate: 480000 - 1024redis: GETredis: SETliquid-dsp: 8 - 256 - 57liquid-dsp: 16 - 256 - 57liquid-dsp: 32 - 256 - 57openssl: RSA4096kripke: openssl: RSA4096webp: Quality 100, Losslesswebp: Quality 100, Highest Compressioncaffe: AlexNet - CPU - 200caffe: GoogleNet - CPU - 200openjpeg: NASA Curiosity Panorama M34draco: Liondraco: Church Facadetnn: CPU - DenseNettnn: CPU - MobileNet v2tnn: CPU - SqueezeNet v2tnn: CPU - SqueezeNet v1.1mrbayes: Primate Phylogeny Analysisc-ray: Total Time - 4K, 16 Rays Per Pixelpovray: Trace Timeprimesieve: 1e12 Prime Number Generationsmallpt: Global Illumination Renderer; 128 Samplesaobench: 2048 x 2048 - Total Timeencode-flac: WAV To FLACencode-mp3: WAV To MP3encode-opus: WAV To Opus Encodeespeak: Text-To-Speech Synthesisngspice: C2670ngspice: C7552rnnoise: astcenc: Mediumastcenc: Thoroughastcenc: Exhaustiveencode-wavpack: WAV To WavPack-march=armv8.4-a-march=armv8.4-a+sve-march=armv8.4-a+sve -mcpu=neoverse-v12760394357096726.4062.1361.88120.13152.46190.2748.43168.9212.8139274152.38645.411811.21236477373938541312255777322339494978789646.9248006937.872.93083.41241.33820.840.03250.94435.91740.25498.83871.901282.59343.27661.551151.573355.53901.025561.55928762.01762.2775494.3135477.571239.703246.155278.874288.505108.786108.599389.375382.514459.8701638.320.6773.2126.3012811311574856802.27721.3306.0729164.4140556.3700356.0053864.7298486.3226842523377.921865840.131763633333527000007052333335090.5204143167356359.623.8528.6304363412380757205535479352730.40260.77871.130257.704237.54219.29619.8478.4383.89533.48138.3118.05418.32036.587102.558103.93317.6224.88339.143535.364720.4882742817688096666.7662.1965.62123.95156.71193.6848.51169.5813.4422334155.68669.811877.812317772739355411127261171824145151067762066.5011637027.274.03094.81242.73824.840.33263.74447.04733.59504.33820.511309.03343.85615.711162.333521.13902.165508.28243562.0062.2615442.6495474.321248.887258.148280.570289.032108.754108.623390.311383.945449.0242088.360.6779.5827.3412971333558233402.27521.1496.2135004.4748486.5381636.1244554.8077976.4501822513289.21861924.131677333333354233336686366675088.1192709233356407.823.4038.6404393112512555196530978432346.322280.24376.301205.799234.25519.29920.2638.5333.89633.49438.5157.44014.40229.982106.910111.64417.3854.80929.013135.192620.5152768129060096702.8161.5663.25124.22156.63193.5548.56169.3013.3488704152.78681.411842.012460774739385416125759174124025091016798137.7084066938.373.03167.51243.83882.339.03339.74438.27731.07481.90859.931303.89343.90668.401164.283547.90902.145538.73991265.29267.5115415.1945409.815244.209246.611280.989283.410109.290109.108385.377378.976270.9316098.070.6778.8027.0912801337599667852.27921.0186.0686504.4124876.3601385.9816624.7297566.2880062546595.5818799621506733333013300006024433335114.1194776367355966.723.8458.6024226212042855415529777972390.259273.39576.214205.280241.53919.55519.6118.4353.89233.55338.6017.44614.38029.985104.095106.76717.2904.72908.942734.676120.763OpenBenchmarking.org

OpenSSL

OpenSSL is an open-source toolkit that implements SSL (Secure Sockets Layer) and TLS (Transport Layer Security) protocols. This test profile makes use of the built-in "openssl speed" benchmarking capabilities. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgbyte/s, More Is BetterOpenSSL 3.0Algorithm: SHA256-march=armv8.4-a-march=armv8.4-a+sve-march=armv8.4-a+sve -mcpu=neoverse-v16000M12000M18000M24000M30000MSE +/- 25639974.71, N = 3SE +/- 32102278.66, N = 3SE +/- 24491056.96, N = 3276039435702742817688027681290600-march=armv8.4-a-march=armv8.4-a+sve-march=armv8.4-a+sve -mcpu=neoverse-v11. (CC) gcc options: -pthread -O3 -lssl -lcrypto -ldl

Sysbench

This is a benchmark of Sysbench with the built-in CPU and memory sub-tests. Sysbench is a scriptable multi-threaded benchmark tool based on LuaJIT. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgEvents Per Second, More Is BetterSysbench 1.0.20Test: CPU-march=armv8.4-a-march=armv8.4-a+sve-march=armv8.4-a+sve -mcpu=neoverse-v120K40K60K80K100KSE +/- 8.50, N = 3SE +/- 2.72, N = 3SE +/- 7.82, N = 396726.4096666.7696702.81-march=armv8.4-a-march=armv8.4-a+sve-march=armv8.4-a+sve -mcpu=neoverse-v11. (CC) gcc options: -O2 -funroll-loops -O3 -rdynamic -ldl -laio -lm

AOM AV1

OpenBenchmarking.orgFrames Per Second, More Is BetterAOM AV1 3.3Encoder Mode: Speed 8 Realtime - Input: Bosphorus 4K-march=armv8.4-a-march=armv8.4-a+sve-march=armv8.4-a+sve -mcpu=neoverse-v11428425670SE +/- 0.43, N = 3SE +/- 0.61, N = 3SE +/- 0.62, N = 662.1362.1961.56-march=armv8.4-a-march=armv8.4-a+sve-march=armv8.4-a+sve -mcpu=neoverse-v11. (CXX) g++ options: -O3 -std=c++11 -U_FORTIFY_SOURCE -lm

OpenBenchmarking.orgFrames Per Second, More Is BetterAOM AV1 3.3Encoder Mode: Speed 10 Realtime - Input: Bosphorus 4K-march=armv8.4-a-march=armv8.4-a+sve-march=armv8.4-a+sve -mcpu=neoverse-v11530456075SE +/- 0.47, N = 3SE +/- 0.22, N = 3SE +/- 0.29, N = 361.8865.6263.25-march=armv8.4-a-march=armv8.4-a+sve-march=armv8.4-a+sve -mcpu=neoverse-v11. (CXX) g++ options: -O3 -std=c++11 -U_FORTIFY_SOURCE -lm

OpenBenchmarking.orgFrames Per Second, More Is BetterAOM AV1 3.3Encoder Mode: Speed 8 Realtime - Input: Bosphorus 1080p-march=armv8.4-a-march=armv8.4-a+sve-march=armv8.4-a+sve -mcpu=neoverse-v1306090120150SE +/- 0.03, N = 3SE +/- 0.09, N = 3SE +/- 0.01, N = 3120.13123.95124.22-march=armv8.4-a-march=armv8.4-a+sve-march=armv8.4-a+sve -mcpu=neoverse-v11. (CXX) g++ options: -O3 -std=c++11 -U_FORTIFY_SOURCE -lm

OpenBenchmarking.orgFrames Per Second, More Is BetterAOM AV1 3.3Encoder Mode: Speed 9 Realtime - Input: Bosphorus 1080p-march=armv8.4-a-march=armv8.4-a+sve-march=armv8.4-a+sve -mcpu=neoverse-v1306090120150SE +/- 0.03, N = 3SE +/- 0.20, N = 3SE +/- 0.12, N = 3152.46156.71156.63-march=armv8.4-a-march=armv8.4-a+sve-march=armv8.4-a+sve -mcpu=neoverse-v11. (CXX) g++ options: -O3 -std=c++11 -U_FORTIFY_SOURCE -lm

OpenBenchmarking.orgFrames Per Second, More Is BetterAOM AV1 3.3Encoder Mode: Speed 10 Realtime - Input: Bosphorus 1080p-march=armv8.4-a-march=armv8.4-a+sve-march=armv8.4-a+sve -mcpu=neoverse-v14080120160200SE +/- 0.28, N = 3SE +/- 0.20, N = 3SE +/- 0.17, N = 3190.27193.68193.55-march=armv8.4-a-march=armv8.4-a+sve-march=armv8.4-a+sve -mcpu=neoverse-v11. (CXX) g++ options: -O3 -std=c++11 -U_FORTIFY_SOURCE -lm

x264

This is a multi-threaded test of the x264 video encoder run on the CPU with a choice of 1080p or 4K video input. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is Betterx264 2022-02-22Video Input: Bosphorus 4K-march=armv8.4-a-march=armv8.4-a+sve-march=armv8.4-a+sve -mcpu=neoverse-v11122334455SE +/- 0.08, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 348.4348.5148.561. (CC) gcc options: -ldl -lavformat -lavcodec -lavutil -lswscale -lm -lpthread -O3 -flto

OpenBenchmarking.orgFrames Per Second, More Is Betterx264 2022-02-22Video Input: Bosphorus 1080p-march=armv8.4-a-march=armv8.4-a+sve-march=armv8.4-a+sve -mcpu=neoverse-v14080120160200SE +/- 0.07, N = 3SE +/- 0.10, N = 3SE +/- 0.09, N = 3168.92169.58169.301. (CC) gcc options: -ldl -lavformat -lavcodec -lavutil -lswscale -lm -lpthread -O3 -flto

ACES DGEMM

This is a multi-threaded DGEMM benchmark. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgGFLOP/s, More Is BetterACES DGEMM 1.0Sustained Floating-Point Rate-march=armv8.4-a-march=armv8.4-a+sve-march=armv8.4-a+sve -mcpu=neoverse-v13691215SE +/- 0.04, N = 3SE +/- 0.05, N = 3SE +/- 0.11, N = 312.8113.4413.35-march=armv8.4-a-march=armv8.4-a+sve-march=armv8.4-a+sve -mcpu=neoverse-v11. (CC) gcc options: -O3 -march=native -fopenmp

GNU GMP GMPbench

GMPbench is a test of the GNU Multiple Precision Arithmetic (GMP) Library. GMPbench is a single-threaded integer benchmark that leverages the GMP library to stress the CPU with widening integer multiplication. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgGMPbench Score, More Is BetterGNU GMP GMPbench 6.2.1Total Time-march=armv8.4-a-march=armv8.4-a+sve-march=armv8.4-a+sve -mcpu=neoverse-v190018002700360045004152.34155.64152.7-march=armv8.4-a-march=armv8.4-a+sve-march=armv8.4-a+sve -mcpu=neoverse-v11. (CC) gcc options: -O3 -lm

Xmrig

Xmrig is an open-source cross-platform CPU/GPU miner for RandomX, KawPow, CryptoNight and AstroBWT. This test profile is setup to measure the Xmlrig CPU mining performance. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgH/s, More Is BetterXmrig 6.12.1Variant: Monero - Hash Count: 1M-march=armv8.4-a-march=armv8.4-a+sve-march=armv8.4-a+sve -mcpu=neoverse-v12K4K6K8K10KSE +/- 9.56, N = 3SE +/- 6.18, N = 3SE +/- 3.15, N = 38645.48669.88681.4-march=armv8.4-a-march=armv8.4-a+sve-march=armv8.4-a+sve -mcpu=neoverse-v11. (CXX) g++ options: -O3 -fexceptions -fno-rtti -Ofast -static-libgcc -static-libstdc++ -rdynamic -lssl -lcrypto -luv -lpthread -lrt -ldl -lhwloc

OpenBenchmarking.orgH/s, More Is BetterXmrig 6.12.1Variant: Wownero - Hash Count: 1M-march=armv8.4-a-march=armv8.4-a+sve-march=armv8.4-a+sve -mcpu=neoverse-v13K6K9K12K15KSE +/- 27.59, N = 3SE +/- 26.88, N = 3SE +/- 0.35, N = 311811.211877.811842.0-march=armv8.4-a-march=armv8.4-a+sve-march=armv8.4-a+sve -mcpu=neoverse-v11. (CXX) g++ options: -O3 -fexceptions -fno-rtti -Ofast -static-libgcc -static-libstdc++ -rdynamic -lssl -lcrypto -luv -lpthread -lrt -ldl -lhwloc

ONNX Runtime

ONNX Runtime is developed by Microsoft and partners as a open-source, cross-platform, high performance machine learning inferencing and training accelerator. This test profile runs the ONNX Runtime with various models available from the ONNX Zoo. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgInferences Per Minute, More Is BetterONNX Runtime 1.11Model: GPT-2 - Device: CPU - Executor: Standard-march=armv8.4-a-march=armv8.4-a+sve-march=armv8.4-a+sve -mcpu=neoverse-v13K6K9K12K15KSE +/- 63.90, N = 3SE +/- 12.91, N = 3SE +/- 10.09, N = 3123641231712460-march=armv8.4-a-march=armv8.4-a+sve-march=armv8.4-a+sve -mcpu=neoverse-v11. (CXX) g++ options: -O3 -ffunction-sections -fdata-sections -march=native -mtune=native -flto -fno-fat-lto-objects -ldl -lrt

OpenBenchmarking.orgInferences Per Minute, More Is BetterONNX Runtime 1.11Model: bertsquad-12 - Device: CPU - Executor: Standard-march=armv8.4-a-march=armv8.4-a+sve-march=armv8.4-a+sve -mcpu=neoverse-v1170340510680850SE +/- 0.44, N = 3SE +/- 0.50, N = 3SE +/- 0.44, N = 3773772774-march=armv8.4-a-march=armv8.4-a+sve-march=armv8.4-a+sve -mcpu=neoverse-v11. (CXX) g++ options: -O3 -ffunction-sections -fdata-sections -march=native -mtune=native -flto -fno-fat-lto-objects -ldl -lrt

OpenBenchmarking.orgInferences Per Minute, More Is BetterONNX Runtime 1.11Model: fcn-resnet101-11 - Device: CPU - Executor: Standard-march=armv8.4-a-march=armv8.4-a+sve-march=armv8.4-a+sve -mcpu=neoverse-v11632486480SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3737373-march=armv8.4-a-march=armv8.4-a+sve-march=armv8.4-a+sve -mcpu=neoverse-v11. (CXX) g++ options: -O3 -ffunction-sections -fdata-sections -march=native -mtune=native -flto -fno-fat-lto-objects -ldl -lrt

OpenBenchmarking.orgInferences Per Minute, More Is BetterONNX Runtime 1.11Model: ArcFace ResNet-100 - Device: CPU - Executor: Standard-march=armv8.4-a-march=armv8.4-a+sve-march=armv8.4-a+sve -mcpu=neoverse-v12004006008001000SE +/- 0.88, N = 3SE +/- 0.17, N = 3SE +/- 0.67, N = 3938935938-march=armv8.4-a-march=armv8.4-a+sve-march=armv8.4-a+sve -mcpu=neoverse-v11. (CXX) g++ options: -O3 -ffunction-sections -fdata-sections -march=native -mtune=native -flto -fno-fat-lto-objects -ldl -lrt

OpenBenchmarking.orgInferences Per Minute, More Is BetterONNX Runtime 1.11Model: super-resolution-10 - Device: CPU - Executor: Standard-march=armv8.4-a-march=armv8.4-a+sve-march=armv8.4-a+sve -mcpu=neoverse-v112002400360048006000SE +/- 0.93, N = 3SE +/- 2.17, N = 3SE +/- 0.67, N = 3541354115416-march=armv8.4-a-march=armv8.4-a+sve-march=armv8.4-a+sve -mcpu=neoverse-v11. (CXX) g++ options: -O3 -ffunction-sections -fdata-sections -march=native -mtune=native -flto -fno-fat-lto-objects -ldl -lrt

GraphicsMagick

This is a test of GraphicsMagick with its OpenMP implementation that performs various imaging tests on a sample 6000x4000 pixel JPEG image. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgIterations Per Minute, More Is BetterGraphicsMagick 1.3.33Operation: Swirl-march=armv8.4-a-march=armv8.4-a+sve-march=armv8.4-a+sve -mcpu=neoverse-v130060090012001500SE +/- 0.33, N = 3SE +/- 1.33, N = 3SE +/- 0.88, N = 3122512721257-march=armv8.4-a-march=armv8.4-a+sve-march=armv8.4-a+sve -mcpu=neoverse-v11. (CC) gcc options: -fopenmp -O3 -ljbig -ltiff -lfreetype -ljpeg -lXext -lSM -lICE -lX11 -llzma -lz -lm -lpthread

OpenBenchmarking.orgIterations Per Minute, More Is BetterGraphicsMagick 1.3.33Operation: Rotate-march=armv8.4-a-march=armv8.4-a+sve-march=armv8.4-a+sve -mcpu=neoverse-v1130260390520650SE +/- 0.00, N = 3SE +/- 1.20, N = 3SE +/- 0.67, N = 3577611591-march=armv8.4-a-march=armv8.4-a+sve-march=armv8.4-a+sve -mcpu=neoverse-v11. (CC) gcc options: -fopenmp -O3 -ljbig -ltiff -lfreetype -ljpeg -lXext -lSM -lICE -lX11 -llzma -lz -lm -lpthread

OpenBenchmarking.orgIterations Per Minute, More Is BetterGraphicsMagick 1.3.33Operation: Enhanced-march=armv8.4-a-march=armv8.4-a+sve-march=armv8.4-a+sve -mcpu=neoverse-v1160320480640800SE +/- 0.33, N = 3SE +/- 0.33, N = 3SE +/- 0.67, N = 3732718741-march=armv8.4-a-march=armv8.4-a+sve-march=armv8.4-a+sve -mcpu=neoverse-v11. (CC) gcc options: -fopenmp -O3 -ljbig -ltiff -lfreetype -ljpeg -lXext -lSM -lICE -lX11 -llzma -lz -lm -lpthread

OpenBenchmarking.orgIterations Per Minute, More Is BetterGraphicsMagick 1.3.33Operation: Resizing-march=armv8.4-a-march=armv8.4-a+sve-march=armv8.4-a+sve -mcpu=neoverse-v15001000150020002500SE +/- 22.36, N = 3SE +/- 1.86, N = 3SE +/- 0.33, N = 3233924142402-march=armv8.4-a-march=armv8.4-a+sve-march=armv8.4-a+sve -mcpu=neoverse-v11. (CC) gcc options: -fopenmp -O3 -ljbig -ltiff -lfreetype -ljpeg -lXext -lSM -lICE -lX11 -llzma -lz -lm -lpthread

OpenBenchmarking.orgIterations Per Minute, More Is BetterGraphicsMagick 1.3.33Operation: Noise-Gaussian-march=armv8.4-a-march=armv8.4-a+sve-march=armv8.4-a+sve -mcpu=neoverse-v1110220330440550SE +/- 0.67, N = 3SE +/- 0.58, N = 3SE +/- 0.00, N = 3494515509-march=armv8.4-a-march=armv8.4-a+sve-march=armv8.4-a+sve -mcpu=neoverse-v11. (CC) gcc options: -fopenmp -O3 -ljbig -ltiff -lfreetype -ljpeg -lXext -lSM -lICE -lX11 -llzma -lz -lm -lpthread

OpenBenchmarking.orgIterations Per Minute, More Is BetterGraphicsMagick 1.3.33Operation: HWB Color Space-march=armv8.4-a-march=armv8.4-a+sve-march=armv8.4-a+sve -mcpu=neoverse-v12004006008001000SE +/- 1.00, N = 3SE +/- 0.33, N = 3SE +/- 1.00, N = 397810671016-march=armv8.4-a-march=armv8.4-a+sve-march=armv8.4-a+sve -mcpu=neoverse-v11. (CC) gcc options: -fopenmp -O3 -ljbig -ltiff -lfreetype -ljpeg -lXext -lSM -lICE -lX11 -llzma -lz -lm -lpthread

Coremark

This is a test of EEMBC CoreMark processor benchmark. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgIterations/Sec, More Is BetterCoremark 1.0CoreMark Size 666 - Iterations Per Second-march=armv8.4-a-march=armv8.4-a+sve-march=armv8.4-a+sve -mcpu=neoverse-v1200K400K600K800K1000KSE +/- 169.09, N = 3SE +/- 416.47, N = 3SE +/- 108.80, N = 3789646.92762066.50798137.71-march=armv8.4-a-march=armv8.4-a+sve-march=armv8.4-a+sve -mcpu=neoverse-v11. (CC) gcc options: -O2 -O3 -lrt" -lrt

Zstd Compression

This test measures the time needed to compress/decompress a sample file (a FreeBSD disk image - FreeBSD-12.2-RELEASE-amd64-memstick.img) using Zstd compression with options for different compression levels / settings. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.5.0Compression Level: 3 - Compression Speed-march=armv8.4-a-march=armv8.4-a+sve-march=armv8.4-a+sve -mcpu=neoverse-v115003000450060007500SE +/- 14.45, N = 3SE +/- 15.42, N = 3SE +/- 9.61, N = 36937.87027.26938.3-march=armv8.4-a-march=armv8.4-a+sve-march=armv8.4-a+sve -mcpu=neoverse-v11. (CC) gcc options: -O3 -pthread -lz -llzma

OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.5.0Compression Level: 19 - Compression Speed-march=armv8.4-a-march=armv8.4-a+sve-march=armv8.4-a+sve -mcpu=neoverse-v11632486480SE +/- 0.23, N = 3SE +/- 0.03, N = 3SE +/- 0.09, N = 372.974.073.0-march=armv8.4-a-march=armv8.4-a+sve-march=armv8.4-a+sve -mcpu=neoverse-v11. (CC) gcc options: -O3 -pthread -lz -llzma

OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.5.0Compression Level: 19 - Decompression Speed-march=armv8.4-a-march=armv8.4-a+sve-march=armv8.4-a+sve -mcpu=neoverse-v17001400210028003500SE +/- 8.46, N = 3SE +/- 6.60, N = 3SE +/- 8.27, N = 33083.43094.83167.5-march=armv8.4-a-march=armv8.4-a+sve-march=armv8.4-a+sve -mcpu=neoverse-v11. (CC) gcc options: -O3 -pthread -lz -llzma

OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.5.0Compression Level: 3, Long Mode - Compression Speed-march=armv8.4-a-march=armv8.4-a+sve-march=armv8.4-a+sve -mcpu=neoverse-v130060090012001500SE +/- 5.37, N = 3SE +/- 4.88, N = 3SE +/- 4.22, N = 31241.31242.71243.8-march=armv8.4-a-march=armv8.4-a+sve-march=armv8.4-a+sve -mcpu=neoverse-v11. (CC) gcc options: -O3 -pthread -lz -llzma

OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.5.0Compression Level: 3, Long Mode - Decompression Speed-march=armv8.4-a-march=armv8.4-a+sve-march=armv8.4-a+sve -mcpu=neoverse-v18001600240032004000SE +/- 3.95, N = 3SE +/- 1.28, N = 3SE +/- 40.64, N = 33820.83824.83882.3-march=armv8.4-a-march=armv8.4-a+sve-march=armv8.4-a+sve -mcpu=neoverse-v11. (CC) gcc options: -O3 -pthread -lz -llzma

OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.5.0Compression Level: 19, Long Mode - Compression Speed-march=armv8.4-a-march=armv8.4-a+sve-march=armv8.4-a+sve -mcpu=neoverse-v1918273645SE +/- 0.03, N = 3SE +/- 0.00, N = 3SE +/- 0.06, N = 340.040.339.0-march=armv8.4-a-march=armv8.4-a+sve-march=armv8.4-a+sve -mcpu=neoverse-v11. (CC) gcc options: -O3 -pthread -lz -llzma

OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.5.0Compression Level: 19, Long Mode - Decompression Speed-march=armv8.4-a-march=armv8.4-a+sve-march=armv8.4-a+sve -mcpu=neoverse-v17001400210028003500SE +/- 7.62, N = 3SE +/- 0.59, N = 3SE +/- 5.09, N = 33250.93263.73339.7-march=armv8.4-a-march=armv8.4-a+sve-march=armv8.4-a+sve -mcpu=neoverse-v11. (CC) gcc options: -O3 -pthread -lz -llzma

Nettle

GNU Nettle is a low-level cryptographic library used by GnuTLS and other software. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMbyte/s, More Is BetterNettle 3.8Test: aes256-march=armv8.4-a-march=armv8.4-a+sve-march=armv8.4-a+sve -mcpu=neoverse-v110002000300040005000SE +/- 3.11, N = 3SE +/- 0.39, N = 3SE +/- 0.72, N = 34435.914447.044438.27-march=armv8.4-a -lgmp - MIN: 3927.32 / MAX: 5628.86-march=armv8.4-a+sve -lgmp - MIN: 3925.11 / MAX: 5627.84-march=armv8.4-a+sve -mcpu=neoverse-v1 - MIN: 3923.68 / MAX: 5627.251. (CC) gcc options: -O3 -ggdb3 -lnettle -lm -lcrypto

OpenBenchmarking.orgMbyte/s, More Is BetterNettle 3.8Test: chacha-march=armv8.4-a-march=armv8.4-a+sve-march=armv8.4-a+sve -mcpu=neoverse-v1160320480640800SE +/- 0.61, N = 3SE +/- 0.55, N = 3SE +/- 0.15, N = 3740.25733.59731.07-march=armv8.4-a -lgmp - MIN: 454.21 / MAX: 956.53-march=armv8.4-a+sve -lgmp - MIN: 442.26 / MAX: 956.22-march=armv8.4-a+sve -mcpu=neoverse-v1 - MIN: 446.51 / MAX: 951.281. (CC) gcc options: -O3 -ggdb3 -lnettle -lm -lcrypto

OpenBenchmarking.orgMbyte/s, More Is BetterNettle 3.8Test: sha512-march=armv8.4-a-march=armv8.4-a+sve-march=armv8.4-a+sve -mcpu=neoverse-v1110220330440550SE +/- 0.04, N = 3SE +/- 0.07, N = 3SE +/- 0.01, N = 3498.83504.33481.90-march=armv8.4-a -lgmp-march=armv8.4-a+sve -lgmp-march=armv8.4-a+sve -mcpu=neoverse-v11. (CC) gcc options: -O3 -ggdb3 -lnettle -lm -lcrypto

OpenBenchmarking.orgMbyte/s, More Is BetterNettle 3.8Test: poly1305-aes-march=armv8.4-a-march=armv8.4-a+sve-march=armv8.4-a+sve -mcpu=neoverse-v12004006008001000SE +/- 1.52, N = 3SE +/- 5.37, N = 3SE +/- 0.05, N = 3871.90820.51859.93-march=armv8.4-a -lgmp-march=armv8.4-a+sve -lgmp-march=armv8.4-a+sve -mcpu=neoverse-v11. (CC) gcc options: -O3 -ggdb3 -lnettle -lm -lcrypto

LuaJIT

This test profile is a collection of Lua scripts/benchmarks run against a locally-built copy of LuaJIT upstream. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMflops, More Is BetterLuaJIT 2.1-gitTest: Composite-march=armv8.4-a-march=armv8.4-a+sve-march=armv8.4-a+sve -mcpu=neoverse-v130060090012001500SE +/- 0.41, N = 3SE +/- 18.19, N = 3SE +/- 13.31, N = 61282.591309.031303.89-march=armv8.4-a-march=armv8.4-a+sve-march=armv8.4-a+sve -mcpu=neoverse-v11. (CC) gcc options: -lm -ldl -O2 -fomit-frame-pointer -O3 -U_FORTIFY_SOURCE -fno-stack-protector

OpenBenchmarking.orgMflops, More Is BetterLuaJIT 2.1-gitTest: Monte Carlo-march=armv8.4-a-march=armv8.4-a+sve-march=armv8.4-a+sve -mcpu=neoverse-v170140210280350SE +/- 0.35, N = 3SE +/- 0.54, N = 3SE +/- 0.56, N = 3343.27343.85343.90-march=armv8.4-a-march=armv8.4-a+sve-march=armv8.4-a+sve -mcpu=neoverse-v11. (CC) gcc options: -lm -ldl -O2 -fomit-frame-pointer -O3 -U_FORTIFY_SOURCE -fno-stack-protector

OpenBenchmarking.orgMflops, More Is BetterLuaJIT 2.1-gitTest: Fast Fourier Transform-march=armv8.4-a-march=armv8.4-a+sve-march=armv8.4-a+sve -mcpu=neoverse-v1140280420560700SE +/- 0.39, N = 3SE +/- 10.69, N = 3SE +/- 0.07, N = 3661.55615.71668.40-march=armv8.4-a-march=armv8.4-a+sve-march=armv8.4-a+sve -mcpu=neoverse-v11. (CC) gcc options: -lm -ldl -O2 -fomit-frame-pointer -O3 -U_FORTIFY_SOURCE -fno-stack-protector

OpenBenchmarking.orgMflops, More Is BetterLuaJIT 2.1-gitTest: Sparse Matrix Multiply-march=armv8.4-a-march=armv8.4-a+sve-march=armv8.4-a+sve -mcpu=neoverse-v130060090012001500SE +/- 3.14, N = 3SE +/- 7.20, N = 3SE +/- 7.84, N = 31151.571162.331164.28-march=armv8.4-a-march=armv8.4-a+sve-march=armv8.4-a+sve -mcpu=neoverse-v11. (CC) gcc options: -lm -ldl -O2 -fomit-frame-pointer -O3 -U_FORTIFY_SOURCE -fno-stack-protector

OpenBenchmarking.orgMflops, More Is BetterLuaJIT 2.1-gitTest: Dense LU Matrix Factorization-march=armv8.4-a-march=armv8.4-a+sve-march=armv8.4-a+sve -mcpu=neoverse-v18001600240032004000SE +/- 6.02, N = 3SE +/- 86.66, N = 3SE +/- 93.82, N = 33355.533521.133547.90-march=armv8.4-a-march=armv8.4-a+sve-march=armv8.4-a+sve -mcpu=neoverse-v11. (CC) gcc options: -lm -ldl -O2 -fomit-frame-pointer -O3 -U_FORTIFY_SOURCE -fno-stack-protector

OpenBenchmarking.orgMflops, More Is BetterLuaJIT 2.1-gitTest: Jacobi Successive Over-Relaxation-march=armv8.4-a-march=armv8.4-a+sve-march=armv8.4-a+sve -mcpu=neoverse-v12004006008001000SE +/- 0.68, N = 3SE +/- 1.00, N = 3SE +/- 1.01, N = 3901.02902.16902.14-march=armv8.4-a-march=armv8.4-a+sve-march=armv8.4-a+sve -mcpu=neoverse-v11. (CC) gcc options: -lm -ldl -O2 -fomit-frame-pointer -O3 -U_FORTIFY_SOURCE -fno-stack-protector

Himeno Benchmark

The Himeno benchmark is a linear solver of pressure Poisson using a point-Jacobi method. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMFLOPS, More Is BetterHimeno Benchmark 3.0Poisson Pressure Solver-march=armv8.4-a-march=armv8.4-a+sve-march=armv8.4-a+sve -mcpu=neoverse-v112002400360048006000SE +/- 2.66, N = 3SE +/- 5.76, N = 3SE +/- 13.44, N = 35561.565508.285538.74-march=armv8.4-a-march=armv8.4-a+sve-march=armv8.4-a+sve -mcpu=neoverse-v11. (CC) gcc options: -O3

Botan

Botan is a BSD-licensed cross-platform open-source C++ crypto library "cryptography toolkit" that supports most publicly known cryptographic algorithms. The project's stated goal is to be "the best option for cryptography in C++ by offering the tools necessary to implement a range of practical systems, such as TLS protocol, X.509 certificates, modern AEAD ciphers, PKCS#11 and TPM hardware support, password hashing, and post quantum crypto schemes." Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMiB/s, More Is BetterBotan 2.17.3Test: KASUMI-march=armv8.4-a-march=armv8.4-a+sve-march=armv8.4-a+sve -mcpu=neoverse-v11530456075SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 362.0262.0065.291. (CXX) g++ options: -fstack-protector -pthread -lbotan-2 -ldl -lrt

OpenBenchmarking.orgMiB/s, More Is BetterBotan 2.17.3Test: KASUMI - Decrypt-march=armv8.4-a-march=armv8.4-a+sve-march=armv8.4-a+sve -mcpu=neoverse-v11530456075SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 362.2862.2667.511. (CXX) g++ options: -fstack-protector -pthread -lbotan-2 -ldl -lrt

OpenBenchmarking.orgMiB/s, More Is BetterBotan 2.17.3Test: AES-256-march=armv8.4-a-march=armv8.4-a+sve-march=armv8.4-a+sve -mcpu=neoverse-v112002400360048006000SE +/- 14.75, N = 3SE +/- 9.30, N = 3SE +/- 3.07, N = 35494.315442.655415.191. (CXX) g++ options: -fstack-protector -pthread -lbotan-2 -ldl -lrt

OpenBenchmarking.orgMiB/s, More Is BetterBotan 2.17.3Test: AES-256 - Decrypt-march=armv8.4-a-march=armv8.4-a+sve-march=armv8.4-a+sve -mcpu=neoverse-v112002400360048006000SE +/- 5.58, N = 3SE +/- 8.64, N = 3SE +/- 1.75, N = 35477.575474.325409.821. (CXX) g++ options: -fstack-protector -pthread -lbotan-2 -ldl -lrt

OpenBenchmarking.orgMiB/s, More Is BetterBotan 2.17.3Test: Twofish-march=armv8.4-a-march=armv8.4-a+sve-march=armv8.4-a+sve -mcpu=neoverse-v150100150200250SE +/- 0.12, N = 3SE +/- 0.26, N = 3SE +/- 0.12, N = 3239.70248.89244.211. (CXX) g++ options: -fstack-protector -pthread -lbotan-2 -ldl -lrt

OpenBenchmarking.orgMiB/s, More Is BetterBotan 2.17.3Test: Twofish - Decrypt-march=armv8.4-a-march=armv8.4-a+sve-march=armv8.4-a+sve -mcpu=neoverse-v160120180240300SE +/- 0.20, N = 3SE +/- 0.11, N = 3SE +/- 0.06, N = 3246.16258.15246.611. (CXX) g++ options: -fstack-protector -pthread -lbotan-2 -ldl -lrt

OpenBenchmarking.orgMiB/s, More Is BetterBotan 2.17.3Test: Blowfish-march=armv8.4-a-march=armv8.4-a+sve-march=armv8.4-a+sve -mcpu=neoverse-v160120180240300SE +/- 0.29, N = 3SE +/- 0.10, N = 3SE +/- 0.03, N = 3278.87280.57280.991. (CXX) g++ options: -fstack-protector -pthread -lbotan-2 -ldl -lrt

OpenBenchmarking.orgMiB/s, More Is BetterBotan 2.17.3Test: Blowfish - Decrypt-march=armv8.4-a-march=armv8.4-a+sve-march=armv8.4-a+sve -mcpu=neoverse-v160120180240300SE +/- 0.07, N = 3SE +/- 0.03, N = 3SE +/- 0.04, N = 3288.51289.03283.411. (CXX) g++ options: -fstack-protector -pthread -lbotan-2 -ldl -lrt

OpenBenchmarking.orgMiB/s, More Is BetterBotan 2.17.3Test: CAST-256-march=armv8.4-a-march=armv8.4-a+sve-march=armv8.4-a+sve -mcpu=neoverse-v120406080100SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3108.79108.75109.291. (CXX) g++ options: -fstack-protector -pthread -lbotan-2 -ldl -lrt

OpenBenchmarking.orgMiB/s, More Is BetterBotan 2.17.3Test: CAST-256 - Decrypt-march=armv8.4-a-march=armv8.4-a+sve-march=armv8.4-a+sve -mcpu=neoverse-v120406080100SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3108.60108.62109.111. (CXX) g++ options: -fstack-protector -pthread -lbotan-2 -ldl -lrt

OpenBenchmarking.orgMiB/s, More Is BetterBotan 2.17.3Test: ChaCha20Poly1305-march=armv8.4-a-march=armv8.4-a+sve-march=armv8.4-a+sve -mcpu=neoverse-v180160240320400SE +/- 0.04, N = 3SE +/- 0.07, N = 3SE +/- 0.03, N = 3389.38390.31385.381. (CXX) g++ options: -fstack-protector -pthread -lbotan-2 -ldl -lrt

OpenBenchmarking.orgMiB/s, More Is BetterBotan 2.17.3Test: ChaCha20Poly1305 - Decrypt-march=armv8.4-a-march=armv8.4-a+sve-march=armv8.4-a+sve -mcpu=neoverse-v180160240320400SE +/- 0.02, N = 3SE +/- 0.13, N = 3SE +/- 0.04, N = 3382.51383.95378.981. (CXX) g++ options: -fstack-protector -pthread -lbotan-2 -ldl -lrt

Crypto++

Crypto++ is a C++ class library of cryptographic algorithms. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMiB/second, More Is BetterCrypto++ 8.2Test: Unkeyed Algorithms-march=armv8.4-a-march=armv8.4-a+sve-march=armv8.4-a+sve -mcpu=neoverse-v1100200300400500SE +/- 0.25, N = 3SE +/- 0.25, N = 3SE +/- 1.67, N = 3459.87449.02270.93-march=armv8.4-a-march=armv8.4-a+sve-march=armv8.4-a+sve -mcpu=neoverse-v11. (CXX) g++ options: -O3 -fPIC -pthread -pipe

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.

OpenBenchmarking.orgMP/s, More Is BetterJPEG XL libjxl 0.6.1Input: PNG - Encode Speed: 7-march=armv8.4-a-march=armv8.4-a+sve-march=armv8.4-a+sve -mcpu=neoverse-v1246810SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 38.328.368.07-march=armv8.4-a-march=armv8.4-a+sve-march=armv8.4-a+sve -mcpu=neoverse-v11. (CXX) g++ options: -O3 -funwind-tables -O2 -fPIE -pie

OpenBenchmarking.orgMP/s, More Is BetterJPEG XL libjxl 0.6.1Input: PNG - Encode Speed: 8-march=armv8.4-a-march=armv8.4-a+sve-march=armv8.4-a+sve -mcpu=neoverse-v10.15080.30160.45240.60320.754SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 30.670.670.67-march=armv8.4-a-march=armv8.4-a+sve-march=armv8.4-a+sve -mcpu=neoverse-v11. (CXX) g++ options: -O3 -funwind-tables -O2 -fPIE -pie

OpenBenchmarking.orgMP/s, More Is BetterJPEG XL libjxl 0.6.1Input: JPEG - Encode Speed: 7-march=armv8.4-a-march=armv8.4-a+sve-march=armv8.4-a+sve -mcpu=neoverse-v120406080100SE +/- 0.13, N = 3SE +/- 0.12, N = 3SE +/- 0.22, N = 373.2179.5878.80-march=armv8.4-a-march=armv8.4-a+sve-march=armv8.4-a+sve -mcpu=neoverse-v11. (CXX) g++ options: -O3 -funwind-tables -O2 -fPIE -pie

OpenBenchmarking.orgMP/s, More Is BetterJPEG XL libjxl 0.6.1Input: JPEG - Encode Speed: 8-march=armv8.4-a-march=armv8.4-a+sve-march=armv8.4-a+sve -mcpu=neoverse-v1612182430SE +/- 0.01, N = 3SE +/- 0.03, N = 3SE +/- 0.02, N = 326.3027.3427.09-march=armv8.4-a-march=armv8.4-a+sve-march=armv8.4-a+sve -mcpu=neoverse-v11. (CXX) g++ options: -O3 -funwind-tables -O2 -fPIE -pie

LeelaChessZero

LeelaChessZero (lc0 / lczero) is a chess engine automated vian neural networks. This test profile can be used for OpenCL, CUDA + cuDNN, and BLAS (CPU-based) benchmarking. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgNodes Per Second, More Is BetterLeelaChessZero 0.28Backend: BLAS-march=armv8.4-a-march=armv8.4-a+sve-march=armv8.4-a+sve -mcpu=neoverse-v130060090012001500SE +/- 13.99, N = 5SE +/- 6.96, N = 3SE +/- 16.50, N = 3128112971280-march=armv8.4-a-march=armv8.4-a+sve-march=armv8.4-a+sve -mcpu=neoverse-v11. (CXX) g++ options: -flto -O3 -pthread

OpenBenchmarking.orgNodes Per Second, More Is BetterLeelaChessZero 0.28Backend: Eigen-march=armv8.4-a-march=armv8.4-a+sve-march=armv8.4-a+sve -mcpu=neoverse-v130060090012001500SE +/- 13.65, N = 3SE +/- 14.64, N = 5SE +/- 3.18, N = 3131113331337-march=armv8.4-a-march=armv8.4-a+sve-march=armv8.4-a+sve -mcpu=neoverse-v11. (CXX) g++ options: -flto -O3 -pthread

Stockfish

This is a test of Stockfish, an advanced open-source C++11 chess benchmark that can scale up to 512 CPU threads. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgNodes Per Second, More Is BetterStockfish 13Total Time-march=armv8.4-a-march=armv8.4-a+sve-march=armv8.4-a+sve -mcpu=neoverse-v113M26M39M52M65MSE +/- 721518.45, N = 14SE +/- 645132.01, N = 3SE +/- 655325.68, N = 15574856805582334059966785-march=armv8.4-a-march=armv8.4-a+sve-march=armv8.4-a+sve -mcpu=neoverse-v11. (CXX) g++ options: -lgcov -lpthread -O3 -fno-exceptions -std=c++17 -pedantic -flto -fprofile-use -fno-peel-loops -fno-tracer -flto=jobserver

GROMACS

The GROMACS (GROningen MAchine for Chemical Simulations) molecular dynamics package testing with the water_GMX50 data. This test profile allows selecting between CPU and GPU-based GROMACS builds. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgNs Per Day, More Is BetterGROMACS 2022.1Implementation: MPI CPU - Input: water_GMX50_bare-march=armv8.4-a-march=armv8.4-a+sve-march=armv8.4-a+sve -mcpu=neoverse-v10.51281.02561.53842.05122.564SE +/- 0.001, N = 3SE +/- 0.002, N = 3SE +/- 0.002, N = 32.2772.2752.279-march=armv8.4-a-march=armv8.4-a+sve-march=armv8.4-a+sve -mcpu=neoverse-v11. (CXX) g++ options: -O3

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.

OpenBenchmarking.orgns/day, More Is BetterLAMMPS Molecular Dynamics Simulator 29Oct2020Model: Rhodopsin Protein-march=armv8.4-a-march=armv8.4-a+sve-march=armv8.4-a+sve -mcpu=neoverse-v1510152025SE +/- 0.09, N = 3SE +/- 0.01, N = 3SE +/- 0.04, N = 321.3321.1521.02-march=armv8.4-a-march=armv8.4-a+sve-march=armv8.4-a+sve -mcpu=neoverse-v11. (CXX) g++ options: -O3 -lm

Stargate Digital Audio Workstation

Stargate is an open-source, cross-platform digital audio workstation (DAW) software package with "a unique and carefully curated experience" with scalability from old systems up through modern multi-core systems. Stargate is GPLv3 licensed and makes use of Qt5 (PyQt5) for its user-interface. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgRender Ratio, More Is BetterStargate Digital Audio Workstation 21.10.9Sample Rate: 44100 - Buffer Size: 512-march=armv8.4-a-march=armv8.4-a+sve-march=armv8.4-a+sve -mcpu=neoverse-v1246810SE +/- 0.002564, N = 3SE +/- 0.003428, N = 3SE +/- 0.002556, N = 36.0729166.2135006.0686501. (CXX) g++ options: -lpthread -lsndfile -lm -O3 -march=native -ffast-math -funroll-loops -fstrength-reduce -fstrict-aliasing -finline-functions

OpenBenchmarking.orgRender Ratio, More Is BetterStargate Digital Audio Workstation 21.10.9Sample Rate: 96000 - Buffer Size: 512-march=armv8.4-a-march=armv8.4-a+sve-march=armv8.4-a+sve -mcpu=neoverse-v11.00682.01363.02044.02725.034SE +/- 0.003502, N = 3SE +/- 0.002191, N = 3SE +/- 0.001339, N = 34.4140554.4748484.4124871. (CXX) g++ options: -lpthread -lsndfile -lm -O3 -march=native -ffast-math -funroll-loops -fstrength-reduce -fstrict-aliasing -finline-functions

OpenBenchmarking.orgRender Ratio, More Is BetterStargate Digital Audio Workstation 21.10.9Sample Rate: 44100 - Buffer Size: 1024-march=armv8.4-a-march=armv8.4-a+sve-march=armv8.4-a+sve -mcpu=neoverse-v1246810SE +/- 0.002515, N = 3SE +/- 0.002411, N = 3SE +/- 0.002583, N = 36.3700356.5381636.3601381. (CXX) g++ options: -lpthread -lsndfile -lm -O3 -march=native -ffast-math -funroll-loops -fstrength-reduce -fstrict-aliasing -finline-functions

OpenBenchmarking.orgRender Ratio, More Is BetterStargate Digital Audio Workstation 21.10.9Sample Rate: 480000 - Buffer Size: 512-march=armv8.4-a-march=armv8.4-a+sve-march=armv8.4-a+sve -mcpu=neoverse-v1246810SE +/- 0.001956, N = 3SE +/- 0.002030, N = 3SE +/- 0.002132, N = 36.0053866.1244555.9816621. (CXX) g++ options: -lpthread -lsndfile -lm -O3 -march=native -ffast-math -funroll-loops -fstrength-reduce -fstrict-aliasing -finline-functions

OpenBenchmarking.orgRender Ratio, More Is BetterStargate Digital Audio Workstation 21.10.9Sample Rate: 96000 - Buffer Size: 1024-march=armv8.4-a-march=armv8.4-a+sve-march=armv8.4-a+sve -mcpu=neoverse-v11.08182.16363.24544.32725.409SE +/- 0.000903, N = 3SE +/- 0.002826, N = 3SE +/- 0.000548, N = 34.7298484.8077974.7297561. (CXX) g++ options: -lpthread -lsndfile -lm -O3 -march=native -ffast-math -funroll-loops -fstrength-reduce -fstrict-aliasing -finline-functions

OpenBenchmarking.orgRender Ratio, More Is BetterStargate Digital Audio Workstation 21.10.9Sample Rate: 480000 - Buffer Size: 1024-march=armv8.4-a-march=armv8.4-a+sve-march=armv8.4-a+sve -mcpu=neoverse-v1246810SE +/- 0.002118, N = 3SE +/- 0.002250, N = 3SE +/- 0.001046, N = 36.3226846.4501826.2880061. (CXX) g++ options: -lpthread -lsndfile -lm -O3 -march=native -ffast-math -funroll-loops -fstrength-reduce -fstrict-aliasing -finline-functions

Redis

Redis is an open-source in-memory data structure store, used as a database, cache, and message broker. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgRequests Per Second, More Is BetterRedis 6.0.9Test: GET-march=armv8.4-a-march=armv8.4-a+sve-march=armv8.4-a+sve -mcpu=neoverse-v1500K1000K1500K2000K2500KSE +/- 1605.36, N = 3SE +/- 9056.40, N = 3SE +/- 8325.87, N = 32523377.922513289.202546595.58-march=armv8.4-a-march=armv8.4-a+sve-march=armv8.4-a+sve -mcpu=neoverse-v11. (CXX) g++ options: -MM -MT -g3 -fvisibility=hidden -O3

OpenBenchmarking.orgRequests Per Second, More Is BetterRedis 6.0.9Test: SET-march=armv8.4-a-march=armv8.4-a+sve-march=armv8.4-a+sve -mcpu=neoverse-v1400K800K1200K1600K2000KSE +/- 794.78, N = 3SE +/- 7427.93, N = 3SE +/- 1178.58, N = 31865840.131861924.131879962.00-march=armv8.4-a-march=armv8.4-a+sve-march=armv8.4-a+sve -mcpu=neoverse-v11. (CXX) g++ options: -MM -MT -g3 -fvisibility=hidden -O3

Liquid-DSP

LiquidSDR's Liquid-DSP is a software-defined radio (SDR) digital signal processing library. This test profile runs a multi-threaded benchmark of this SDR/DSP library focused on embedded platform usage. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgsamples/s, More Is BetterLiquid-DSP 2021.01.31Threads: 8 - Buffer Length: 256 - Filter Length: 57-march=armv8.4-a-march=armv8.4-a+sve-march=armv8.4-a+sve -mcpu=neoverse-v140M80M120M160M200MSE +/- 12018.50, N = 3SE +/- 26666.67, N = 3SE +/- 12018.50, N = 3176363333167733333150673333-march=armv8.4-a-march=armv8.4-a+sve-march=armv8.4-a+sve -mcpu=neoverse-v11. (CC) gcc options: -O3 -pthread -lm -lc -lliquid

OpenBenchmarking.orgsamples/s, More Is BetterLiquid-DSP 2021.01.31Threads: 16 - Buffer Length: 256 - Filter Length: 57-march=armv8.4-a-march=armv8.4-a+sve-march=armv8.4-a+sve -mcpu=neoverse-v180M160M240M320M400MSE +/- 30550.50, N = 3SE +/- 20275.88, N = 3SE +/- 64291.01, N = 3352700000335423333301330000-march=armv8.4-a-march=armv8.4-a+sve-march=armv8.4-a+sve -mcpu=neoverse-v11. (CC) gcc options: -O3 -pthread -lm -lc -lliquid

OpenBenchmarking.orgsamples/s, More Is BetterLiquid-DSP 2021.01.31Threads: 32 - Buffer Length: 256 - Filter Length: 57-march=armv8.4-a-march=armv8.4-a+sve-march=armv8.4-a+sve -mcpu=neoverse-v1150M300M450M600M750MSE +/- 125476.87, N = 3SE +/- 1978807.16, N = 3SE +/- 16666.67, N = 3705233333668636667602443333-march=armv8.4-a-march=armv8.4-a+sve-march=armv8.4-a+sve -mcpu=neoverse-v11. (CC) gcc options: -O3 -pthread -lm -lc -lliquid

OpenSSL

OpenSSL is an open-source toolkit that implements SSL (Secure Sockets Layer) and TLS (Transport Layer Security) protocols. This test profile makes use of the built-in "openssl speed" benchmarking capabilities. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgsign/s, More Is BetterOpenSSL 3.0Algorithm: RSA4096-march=armv8.4-a-march=armv8.4-a+sve-march=armv8.4-a+sve -mcpu=neoverse-v111002200330044005500SE +/- 0.78, N = 3SE +/- 0.53, N = 3SE +/- 4.19, N = 35090.55088.15114.1-march=armv8.4-a-march=armv8.4-a+sve-march=armv8.4-a+sve -mcpu=neoverse-v11. (CC) gcc options: -pthread -O3 -lssl -lcrypto -ldl

Kripke

Kripke is a simple, scalable, 3D Sn deterministic particle transport code. Its primary purpose is to research how data layout, programming paradigms and architectures effect the implementation and performance of Sn transport. Kripke is developed by LLNL. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgThroughput FoM, More Is BetterKripke 1.2.4-march=armv8.4-a-march=armv8.4-a+sve-march=armv8.4-a+sve -mcpu=neoverse-v140M80M120M160M200MSE +/- 226703.11, N = 3SE +/- 298633.53, N = 3SE +/- 200700.56, N = 3204143167192709233194776367-march=armv8.4-a-march=armv8.4-a+sve-march=armv8.4-a+sve -mcpu=neoverse-v11. (CXX) g++ options: -O3 -fopenmp

OpenSSL

OpenSSL is an open-source toolkit that implements SSL (Secure Sockets Layer) and TLS (Transport Layer Security) protocols. This test profile makes use of the built-in "openssl speed" benchmarking capabilities. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgverify/s, More Is BetterOpenSSL 3.0Algorithm: RSA4096-march=armv8.4-a-march=armv8.4-a+sve-march=armv8.4-a+sve -mcpu=neoverse-v180K160K240K320K400KSE +/- 8.85, N = 3SE +/- 10.52, N = 3SE +/- 38.59, N = 3356359.6356407.8355966.7-march=armv8.4-a-march=armv8.4-a+sve-march=armv8.4-a+sve -mcpu=neoverse-v11. (CC) gcc options: -pthread -O3 -lssl -lcrypto -ldl

WebP Image Encode

This is a test of Google's libwebp with the cwebp image encode utility and using a sample 6000x4000 pixel JPEG image as the input. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgEncode Time - Seconds, Fewer Is BetterWebP Image Encode 1.1Encode Settings: Quality 100, Lossless-march=armv8.4-a-march=armv8.4-a+sve-march=armv8.4-a+sve -mcpu=neoverse-v1612182430SE +/- 0.01, N = 3SE +/- 0.18, N = 3SE +/- 0.23, N = 323.8523.4023.85-march=armv8.4-a-march=armv8.4-a+sve-march=armv8.4-a+sve -mcpu=neoverse-v11. (CC) gcc options: -fvisibility=hidden -O3 -lm -ljpeg -lpng16 -ltiff

OpenBenchmarking.orgEncode Time - Seconds, Fewer Is BetterWebP Image Encode 1.1Encode Settings: Quality 100, Highest Compression-march=armv8.4-a-march=armv8.4-a+sve-march=armv8.4-a+sve -mcpu=neoverse-v1246810SE +/- 0.006, N = 3SE +/- 0.017, N = 3SE +/- 0.006, N = 38.6308.6408.602-march=armv8.4-a-march=armv8.4-a+sve-march=armv8.4-a+sve -mcpu=neoverse-v11. (CC) gcc options: -fvisibility=hidden -O3 -lm -ljpeg -lpng16 -ltiff

Caffe

This is a benchmark of the Caffe deep learning framework and currently supports the AlexNet and Googlenet model and execution on both CPUs and NVIDIA GPUs. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMilli-Seconds, Fewer Is BetterCaffe 2020-02-13Model: AlexNet - Acceleration: CPU - Iterations: 200-march=armv8.4-a-march=armv8.4-a+sve-march=armv8.4-a+sve -mcpu=neoverse-v19K18K27K36K45KSE +/- 31.22, N = 3SE +/- 12.55, N = 3SE +/- 6.51, N = 3436344393142262-march=armv8.4-a-march=armv8.4-a+sve-march=armv8.4-a+sve -mcpu=neoverse-v11. (CXX) g++ options: -O3 -fPIC -rdynamic -lglog -lgflags -lprotobuf -lcrypto -lcurl -lpthread -lsz -lz -ldl -lm -llmdb -lopenblas

OpenBenchmarking.orgMilli-Seconds, Fewer Is BetterCaffe 2020-02-13Model: GoogleNet - Acceleration: CPU - Iterations: 200-march=armv8.4-a-march=armv8.4-a+sve-march=armv8.4-a+sve -mcpu=neoverse-v130K60K90K120K150KSE +/- 49.72, N = 3SE +/- 105.70, N = 3SE +/- 69.18, N = 3123807125125120428-march=armv8.4-a-march=armv8.4-a+sve-march=armv8.4-a+sve -mcpu=neoverse-v11. (CXX) g++ options: -O3 -fPIC -rdynamic -lglog -lgflags -lprotobuf -lcrypto -lcurl -lpthread -lsz -lz -ldl -lm -llmdb -lopenblas

OpenJPEG

OpenJPEG is an open-source JPEG 2000 codec written in the C programming language. The default input for this test profile is the NASA/JPL-Caltech/MSSS Curiosity panorama 717MB TIFF image file converting to JPEG2000 format. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgms, Fewer Is BetterOpenJPEG 2.4Encode: NASA Curiosity Panorama M34-march=armv8.4-a-march=armv8.4-a+sve-march=armv8.4-a+sve -mcpu=neoverse-v112K24K36K48K60KSE +/- 19.06, N = 3SE +/- 89.48, N = 3SE +/- 7.80, N = 3572055519655415-march=armv8.4-a-march=armv8.4-a+sve-march=armv8.4-a+sve -mcpu=neoverse-v11. (CXX) g++ options: -O3 -rdynamic

Google Draco

Draco is a library developed by Google for compressing/decompressing 3D geometric meshes and point clouds. This test profile uses some Artec3D PLY models as the sample 3D model input formats for Draco compression/decompression. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgms, Fewer Is BetterGoogle Draco 1.5.0Model: Lion-march=armv8.4-a-march=armv8.4-a+sve-march=armv8.4-a+sve -mcpu=neoverse-v111002200330044005500SE +/- 2.65, N = 3SE +/- 2.40, N = 3SE +/- 7.84, N = 3535453095297-march=armv8.4-a-march=armv8.4-a+sve-march=armv8.4-a+sve -mcpu=neoverse-v11. (CXX) g++ options: -O3

OpenBenchmarking.orgms, Fewer Is BetterGoogle Draco 1.5.0Model: Church Facade-march=armv8.4-a-march=armv8.4-a+sve-march=armv8.4-a+sve -mcpu=neoverse-v12K4K6K8K10KSE +/- 6.64, N = 3SE +/- 7.00, N = 3SE +/- 26.24, N = 3793578437797-march=armv8.4-a-march=armv8.4-a+sve-march=armv8.4-a+sve -mcpu=neoverse-v11. (CXX) g++ options: -O3

TNN

TNN is an open-source deep learning reasoning framework developed by Tencent. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgms, Fewer Is BetterTNN 0.3Target: CPU - Model: DenseNet-march=armv8.4-a-march=armv8.4-a+sve-march=armv8.4-a+sve -mcpu=neoverse-v16001200180024003000SE +/- 12.63, N = 3SE +/- 22.16, N = 3SE +/- 24.72, N = 32730.402346.322390.26-march=armv8.4-a - MIN: 2665.42 / MAX: 2834.73-march=armv8.4-a+sve - MIN: 2268.4 / MAX: 2446.6-march=armv8.4-a+sve -mcpu=neoverse-v1 - MIN: 2289.32 / MAX: 2501.921. (CXX) g++ options: -O3 -fopenmp -pthread -fvisibility=hidden -fvisibility=default -rdynamic -ldl

OpenBenchmarking.orgms, Fewer Is BetterTNN 0.3Target: CPU - Model: MobileNet v2-march=armv8.4-a-march=armv8.4-a+sve-march=armv8.4-a+sve -mcpu=neoverse-v160120180240300SE +/- 0.10, N = 3SE +/- 0.69, N = 3SE +/- 0.24, N = 3260.78280.24273.40-march=armv8.4-a - MIN: 259.13 / MAX: 262.38-march=armv8.4-a+sve - MIN: 277.9 / MAX: 282.31-march=armv8.4-a+sve -mcpu=neoverse-v1 - MIN: 272.22 / MAX: 274.951. (CXX) g++ options: -O3 -fopenmp -pthread -fvisibility=hidden -fvisibility=default -rdynamic -ldl

OpenBenchmarking.orgms, Fewer Is BetterTNN 0.3Target: CPU - Model: SqueezeNet v2-march=armv8.4-a-march=armv8.4-a+sve-march=armv8.4-a+sve -mcpu=neoverse-v120406080100SE +/- 0.07, N = 3SE +/- 0.09, N = 3SE +/- 0.09, N = 371.1376.3076.21-march=armv8.4-a - MIN: 70.76 / MAX: 71.58-march=armv8.4-a+sve - MIN: 76.07 / MAX: 76.53-march=armv8.4-a+sve -mcpu=neoverse-v1 - MIN: 75.89 / MAX: 76.521. (CXX) g++ options: -O3 -fopenmp -pthread -fvisibility=hidden -fvisibility=default -rdynamic -ldl

OpenBenchmarking.orgms, Fewer Is BetterTNN 0.3Target: CPU - Model: SqueezeNet v1.1-march=armv8.4-a-march=armv8.4-a+sve-march=armv8.4-a+sve -mcpu=neoverse-v160120180240300SE +/- 0.08, N = 3SE +/- 0.14, N = 3SE +/- 0.25, N = 3257.70205.80205.28-march=armv8.4-a - MIN: 256.95 / MAX: 258.39-march=armv8.4-a+sve - MIN: 205.46 / MAX: 206.28-march=armv8.4-a+sve -mcpu=neoverse-v1 - MIN: 204.74 / MAX: 206.11. (CXX) g++ options: -O3 -fopenmp -pthread -fvisibility=hidden -fvisibility=default -rdynamic -ldl

Timed MrBayes Analysis

This test performs a bayesian analysis of a set of primate genome sequences in order to estimate their phylogeny. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed MrBayes Analysis 3.2.7Primate Phylogeny Analysis-march=armv8.4-a-march=armv8.4-a+sve-march=armv8.4-a+sve -mcpu=neoverse-v150100150200250SE +/- 0.07, N = 3SE +/- 0.18, N = 3SE +/- 0.10, N = 3237.54234.26241.54-march=armv8.4-a-march=armv8.4-a+sve-march=armv8.4-a+sve -mcpu=neoverse-v11. (CC) gcc options: -O3 -std=c99 -pedantic -lm

C-Ray

This is a test of C-Ray, a simple raytracer designed to test the floating-point CPU performance. This test is multi-threaded (16 threads per core), will shoot 8 rays per pixel for anti-aliasing, and will generate a 1600 x 1200 image. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterC-Ray 1.1Total Time - 4K, 16 Rays Per Pixel-march=armv8.4-a-march=armv8.4-a+sve-march=armv8.4-a+sve -mcpu=neoverse-v1510152025SE +/- 0.03, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 319.3019.3019.56-march=armv8.4-a-march=armv8.4-a+sve-march=armv8.4-a+sve -mcpu=neoverse-v11. (CC) gcc options: -lm -lpthread -O3

POV-Ray

This is a test of POV-Ray, the Persistence of Vision Raytracer. POV-Ray is used to create 3D graphics using ray-tracing. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterPOV-Ray 3.7.0.7Trace Time-march=armv8.4-a-march=armv8.4-a+sve-march=armv8.4-a+sve -mcpu=neoverse-v1510152025SE +/- 0.03, N = 3SE +/- 0.04, N = 3SE +/- 0.01, N = 319.8520.2619.61-march=armv8.4-a-march=armv8.4-a+sve-march=armv8.4-a+sve -mcpu=neoverse-v11. (CXX) g++ options: -pipe -O3 -ffast-math -R/usr/lib -lXpm -lSM -lICE -lX11 -lIlmImf -lIlmImf-2_5 -lImath-2_5 -lHalf-2_5 -lIex-2_5 -lIexMath-2_5 -lIlmThread-2_5 -lIlmThread -ltiff -ljpeg -lpng -lz -lrt -lm -lboost_thread -lboost_system

Primesieve

Primesieve generates prime numbers using a highly optimized sieve of Eratosthenes implementation. Primesieve benchmarks the CPU's L1/L2 cache performance. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterPrimesieve 7.71e12 Prime Number Generation-march=armv8.4-a-march=armv8.4-a+sve-march=armv8.4-a+sve -mcpu=neoverse-v1246810SE +/- 0.022, N = 3SE +/- 0.043, N = 3SE +/- 0.022, N = 38.4388.5338.435-march=armv8.4-a-march=armv8.4-a+sve-march=armv8.4-a+sve -mcpu=neoverse-v11. (CXX) g++ options: -O3

Smallpt

Smallpt is a C++ global illumination renderer written in less than 100 lines of code. Global illumination is done via unbiased Monte Carlo path tracing and there is multi-threading support via the OpenMP library. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterSmallpt 1.0Global Illumination Renderer; 128 Samples-march=armv8.4-a-march=armv8.4-a+sve-march=armv8.4-a+sve -mcpu=neoverse-v10.87661.75322.62983.50644.383SE +/- 0.002, N = 3SE +/- 0.003, N = 3SE +/- 0.003, N = 33.8953.8963.892-march=armv8.4-a-march=armv8.4-a+sve-march=armv8.4-a+sve -mcpu=neoverse-v11. (CXX) g++ options: -fopenmp -O3

AOBench

AOBench is a lightweight ambient occlusion renderer, written in C. The test profile is using a size of 2048 x 2048. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterAOBenchSize: 2048 x 2048 - Total Time-march=armv8.4-a-march=armv8.4-a+sve-march=armv8.4-a+sve -mcpu=neoverse-v1816243240SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 333.4833.4933.55-march=armv8.4-a-march=armv8.4-a+sve-march=armv8.4-a+sve -mcpu=neoverse-v11. (CC) gcc options: -lm -O3

FLAC Audio Encoding

This test times how long it takes to encode a sample WAV file to FLAC format ten times. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterFLAC Audio Encoding 1.3.3WAV To FLAC-march=armv8.4-a-march=armv8.4-a+sve-march=armv8.4-a+sve -mcpu=neoverse-v1918273645SE +/- 0.02, N = 5SE +/- 0.01, N = 5SE +/- 0.01, N = 538.3138.5238.60-march=armv8.4-a-march=armv8.4-a+sve-march=armv8.4-a+sve -mcpu=neoverse-v11. (CXX) g++ options: -O3 -fvisibility=hidden -logg -lm

LAME MP3 Encoding

LAME is an MP3 encoder licensed under the LGPL. This test measures the time required to encode a WAV file to MP3 format. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterLAME MP3 Encoding 3.100WAV To MP3-march=armv8.4-a-march=armv8.4-a+sve-march=armv8.4-a+sve -mcpu=neoverse-v1246810SE +/- 0.004, N = 3SE +/- 0.002, N = 3SE +/- 0.001, N = 38.0547.4407.446-march=armv8.4-a-march=armv8.4-a+sve-march=armv8.4-a+sve -mcpu=neoverse-v11. (CC) gcc options: -O3 -ffast-math -funroll-loops -fschedule-insns2 -fbranch-count-reg -fforce-addr -pipe -lm

Opus Codec Encoding

Opus is an open audio codec. Opus is a lossy audio compression format designed primarily for interactive real-time applications over the Internet. This test uses Opus-Tools and measures the time required to encode a WAV file to Opus. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterOpus Codec Encoding 1.3.1WAV To Opus Encode-march=armv8.4-a-march=armv8.4-a+sve-march=armv8.4-a+sve -mcpu=neoverse-v1510152025SE +/- 0.00, N = 5SE +/- 0.02, N = 5SE +/- 0.01, N = 518.3214.4014.38-march=armv8.4-a-march=armv8.4-a+sve-march=armv8.4-a+sve -mcpu=neoverse-v11. (CXX) g++ options: -O3 -fvisibility=hidden -logg -lm

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.

OpenBenchmarking.orgSeconds, Fewer Is BettereSpeak-NG Speech Engine 20200907Text-To-Speech Synthesis-march=armv8.4-a-march=armv8.4-a+sve-march=armv8.4-a+sve -mcpu=neoverse-v1816243240SE +/- 0.31, N = 16SE +/- 0.30, N = 20SE +/- 0.28, N = 2036.5929.9829.99-march=armv8.4-a-march=armv8.4-a+sve-march=armv8.4-a+sve -mcpu=neoverse-v11. (CC) gcc options: -O3 -std=c99

Ngspice

Ngspice is an open-source SPICE circuit simulator. Ngspice was originally based on the Berkeley SPICE electronic circuit simulator. Ngspice supports basic threading using OpenMP. This test profile is making use of the ISCAS 85 benchmark circuits. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterNgspice 34Circuit: C2670-march=armv8.4-a-march=armv8.4-a+sve-march=armv8.4-a+sve -mcpu=neoverse-v120406080100SE +/- 0.06, N = 3SE +/- 0.18, N = 3SE +/- 0.12, N = 3102.56106.91104.10-march=armv8.4-a-march=armv8.4-a+sve-march=armv8.4-a+sve -mcpu=neoverse-v11. (CC) gcc options: -O3 -fopenmp -lm -lstdc++ -lfftw3 -lXaw -lXmu -lXt -lXext -lX11 -lXft -lfontconfig -lXrender -lfreetype -lSM -lICE

OpenBenchmarking.orgSeconds, Fewer Is BetterNgspice 34Circuit: C7552-march=armv8.4-a-march=armv8.4-a+sve-march=armv8.4-a+sve -mcpu=neoverse-v120406080100SE +/- 0.51, N = 3SE +/- 1.04, N = 3SE +/- 1.20, N = 3103.93111.64106.77-march=armv8.4-a-march=armv8.4-a+sve-march=armv8.4-a+sve -mcpu=neoverse-v11. (CC) gcc options: -O3 -fopenmp -lm -lstdc++ -lfftw3 -lXaw -lXmu -lXt -lXext -lX11 -lXft -lfontconfig -lXrender -lfreetype -lSM -lICE

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.

OpenBenchmarking.orgSeconds, Fewer Is BetterRNNoise 2020-06-28-march=armv8.4-a-march=armv8.4-a+sve-march=armv8.4-a+sve -mcpu=neoverse-v148121620SE +/- 0.05, N = 3SE +/- 0.05, N = 3SE +/- 0.04, N = 317.6217.3917.29-march=armv8.4-a-march=armv8.4-a+sve-march=armv8.4-a+sve -mcpu=neoverse-v11. (CC) gcc options: -O3 -pedantic -fvisibility=hidden

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 3.2Preset: Medium-march=armv8.4-a-march=armv8.4-a+sve-march=armv8.4-a+sve -mcpu=neoverse-v11.09872.19743.29614.39485.4935SE +/- 0.0125, N = 3SE +/- 0.0080, N = 3SE +/- 0.0099, N = 34.88334.80924.7290-march=armv8.4-a-march=armv8.4-a+sve-march=armv8.4-a+sve -mcpu=neoverse-v11. (CXX) g++ options: -O3 -flto -pthread

OpenBenchmarking.orgSeconds, Fewer Is BetterASTC Encoder 3.2Preset: Thorough-march=armv8.4-a-march=armv8.4-a+sve-march=armv8.4-a+sve -mcpu=neoverse-v13691215SE +/- 0.0046, N = 3SE +/- 0.0027, N = 3SE +/- 0.0034, N = 39.14359.01318.9427-march=armv8.4-a-march=armv8.4-a+sve-march=armv8.4-a+sve -mcpu=neoverse-v11. (CXX) g++ options: -O3 -flto -pthread

OpenBenchmarking.orgSeconds, Fewer Is BetterASTC Encoder 3.2Preset: Exhaustive-march=armv8.4-a-march=armv8.4-a+sve-march=armv8.4-a+sve -mcpu=neoverse-v1816243240SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 335.3635.1934.68-march=armv8.4-a-march=armv8.4-a+sve-march=armv8.4-a+sve -mcpu=neoverse-v11. (CXX) g++ options: -O3 -flto -pthread

WavPack Audio Encoding

This test times how long it takes to encode a sample WAV file to WavPack format with very high quality settings. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterWavPack Audio Encoding 5.3WAV To WavPack-march=armv8.4-a-march=armv8.4-a+sve-march=armv8.4-a+sve -mcpu=neoverse-v1510152025SE +/- 0.00, N = 5SE +/- 0.03, N = 5SE +/- 0.03, N = 520.4920.5220.76-march=armv8.4-a-march=armv8.4-a+sve-march=armv8.4-a+sve -mcpu=neoverse-v11. (CXX) g++ options: -O3 -rdynamic

107 Results Shown

OpenSSL
Sysbench
AOM AV1:
  Speed 8 Realtime - Bosphorus 4K
  Speed 10 Realtime - Bosphorus 4K
  Speed 8 Realtime - Bosphorus 1080p
  Speed 9 Realtime - Bosphorus 1080p
  Speed 10 Realtime - Bosphorus 1080p
x264:
  Bosphorus 4K
  Bosphorus 1080p
ACES DGEMM
GNU GMP GMPbench
Xmrig:
  Monero - 1M
  Wownero - 1M
ONNX Runtime:
  GPT-2 - CPU - Standard
  bertsquad-12 - CPU - Standard
  fcn-resnet101-11 - CPU - Standard
  ArcFace ResNet-100 - CPU - Standard
  super-resolution-10 - CPU - Standard
GraphicsMagick:
  Swirl
  Rotate
  Enhanced
  Resizing
  Noise-Gaussian
  HWB Color Space
Coremark
Zstd Compression:
  3 - Compression Speed
  19 - Compression Speed
  19 - Decompression Speed
  3, Long Mode - Compression Speed
  3, Long Mode - Decompression Speed
  19, Long Mode - Compression Speed
  19, Long Mode - Decompression Speed
Nettle:
  aes256
  chacha
  sha512
  poly1305-aes
LuaJIT:
  Composite
  Monte Carlo
  Fast Fourier Transform
  Sparse Matrix Multiply
  Dense LU Matrix Factorization
  Jacobi Successive Over-Relaxation
Himeno Benchmark
Botan:
  KASUMI
  KASUMI - Decrypt
  AES-256
  AES-256 - Decrypt
  Twofish
  Twofish - Decrypt
  Blowfish
  Blowfish - Decrypt
  CAST-256
  CAST-256 - Decrypt
  ChaCha20Poly1305
  ChaCha20Poly1305 - Decrypt
Crypto++
JPEG XL libjxl:
  PNG - 7
  PNG - 8
  JPEG - 7
  JPEG - 8
LeelaChessZero:
  BLAS
  Eigen
Stockfish
GROMACS
LAMMPS Molecular Dynamics Simulator
Stargate Digital Audio Workstation:
  44100 - 512
  96000 - 512
  44100 - 1024
  480000 - 512
  96000 - 1024
  480000 - 1024
Redis:
  GET
  SET
Liquid-DSP:
  8 - 256 - 57
  16 - 256 - 57
  32 - 256 - 57
OpenSSL
Kripke
OpenSSL
WebP Image Encode:
  Quality 100, Lossless
  Quality 100, Highest Compression
Caffe:
  AlexNet - CPU - 200
  GoogleNet - CPU - 200
OpenJPEG
Google Draco:
  Lion
  Church Facade
TNN:
  CPU - DenseNet
  CPU - MobileNet v2
  CPU - SqueezeNet v2
  CPU - SqueezeNet v1.1
Timed MrBayes Analysis
C-Ray
POV-Ray
Primesieve
Smallpt
AOBench
FLAC Audio Encoding
LAME MP3 Encoding
Opus Codec Encoding
eSpeak-NG Speech Engine
Ngspice:
  C2670
  C7552
RNNoise
ASTC Encoder:
  Medium
  Thorough
  Exhaustive
WavPack Audio Encoding

-march=armv8.4-a

Kernel Notes: Transparent Huge Pages: madvise
Environment Notes: CXXFLAGS="-O3 -march=armv8.4-a" CFLAGS="-O3 -march=armv8.4-a"
Compiler Notes: --build=aarch64-linux-gnu --disable-libquadmath --disable-libquadmath-support --disable-nls --disable-werror --enable-checking=yes,extra,rtl --enable-clocale=gnu --enable-fix-cortex-a53-843419 --enable-gnu-unique-object --enable-languages=c,ada,c++,go,d,fortran,objc,obj-c++ --enable-libphobos-checking=release --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-objc-gc=auto --enable-plugin --enable-shared --host=aarch64-linux-gnu --program-prefix= --target=aarch64-linux-gnu --with-default-libstdcxx-abi=new --with-gcc-major-version-only --with-target-system-zlib=auto -v
Python Notes: Python 3.10.4
Security 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: Mitigation of CSV2 BHB + srbds: Not affected + tsx_async_abort: Not affected

Testing initiated at 7 June 2022 00:47 by user ubuntu.

-march=armv8.4-a+sve

Kernel Notes: Transparent Huge Pages: madvise
Environment Notes: CXXFLAGS="-O3 -march=armv8.4-a+sve" CFLAGS="-O3 -march=armv8.4-a+sve"
Compiler Notes: --build=aarch64-linux-gnu --disable-libquadmath --disable-libquadmath-support --disable-nls --disable-werror --enable-checking=yes,extra,rtl --enable-clocale=gnu --enable-fix-cortex-a53-843419 --enable-gnu-unique-object --enable-languages=c,ada,c++,go,d,fortran,objc,obj-c++ --enable-libphobos-checking=release --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-objc-gc=auto --enable-plugin --enable-shared --host=aarch64-linux-gnu --program-prefix= --target=aarch64-linux-gnu --with-default-libstdcxx-abi=new --with-gcc-major-version-only --with-target-system-zlib=auto -v
Python Notes: Python 3.10.4
Security 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: Mitigation of CSV2 BHB + srbds: Not affected + tsx_async_abort: Not affected

Testing initiated at 6 June 2022 17:44 by user ubuntu.

-march=armv8.4-a+sve -mcpu=neoverse-v1

Processor: ARMv8 Neoverse-V1 (32 Cores), Motherboard: Amazon EC2 c7g.8xlarge (1.0 BIOS), Chipset: Amazon Device 0200, Memory: 62GB, Disk: 301GB Amazon Elastic Block Store, Network: Amazon Elastic

OS: Ubuntu 22.04, Kernel: 5.15.0-1004-aws (aarch64), Compiler: GCC 12.0.0 20220117, File-System: ext4, System Layer: amazon

Kernel Notes: Transparent Huge Pages: madvise
Environment Notes: CXXFLAGS="-O3 -march=armv8.4-a+sve -mcpu=neoverse-v1" CFLAGS="-O3 -march=armv8.4-a+sve -mcpu=neoverse-v1"
Compiler Notes: --build=aarch64-linux-gnu --disable-libquadmath --disable-libquadmath-support --disable-nls --disable-werror --enable-checking=yes,extra,rtl --enable-clocale=gnu --enable-fix-cortex-a53-843419 --enable-gnu-unique-object --enable-languages=c,ada,c++,go,d,fortran,objc,obj-c++ --enable-libphobos-checking=release --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-objc-gc=auto --enable-plugin --enable-shared --host=aarch64-linux-gnu --program-prefix= --target=aarch64-linux-gnu --with-default-libstdcxx-abi=new --with-gcc-major-version-only --with-target-system-zlib=auto -v
Python Notes: Python 3.10.4
Security 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: Mitigation of CSV2 BHB + srbds: Not affected + tsx_async_abort: Not affected

Testing initiated at 8 June 2022 13:12 by user ubuntu.