AMD EPYC 7601 2P 2021

2 x AMD EPYC 7601 32-Core testing with a Dell 02MJ3T (1.2.5 BIOS) and llvmpipe on Ubuntu 19.10 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 2101214-HA-AMDEPYC7645
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Audio Encoding 4 Tests
AV1 2 Tests
BLAS (Basic Linear Algebra Sub-Routine) Tests 2 Tests
C++ Boost Tests 2 Tests
C/C++ Compiler Tests 2 Tests
CPU Massive 5 Tests
Creator Workloads 10 Tests
Encoding 6 Tests
Fortran Tests 3 Tests
Game Development 2 Tests
HPC - High Performance Computing 13 Tests
LAPACK (Linear Algebra Pack) Tests 2 Tests
Machine Learning 4 Tests
Molecular Dynamics 4 Tests
MPI Benchmarks 2 Tests
Multi-Core 5 Tests
OpenMPI Tests 8 Tests
Programmer / Developer System Benchmarks 3 Tests
Python Tests 2 Tests
Scientific Computing 8 Tests
Server CPU Tests 2 Tests
Video Encoding 2 Tests

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AMD EPYC 7601 2P 2021 - Phoronix Test Suite

AMD EPYC 7601 2P 2021

2 x AMD EPYC 7601 32-Core testing with a Dell 02MJ3T (1.2.5 BIOS) and llvmpipe on Ubuntu 19.10 via the Phoronix Test Suite.

HTML result view exported from: https://openbenchmarking.org/result/2101214-HA-AMDEPYC7645&sor&grt.

AMD EPYC 7601 2P 2021ProcessorMotherboardChipsetMemoryDiskGraphicsMonitorNetworkOSKernelDesktopDisplay ServerDisplay DriverOpenGLCompilerFile-SystemScreen Resolution1232 x AMD EPYC 7601 32-Core (64 Cores / 128 Threads)Dell 02MJ3T (1.2.5 BIOS)AMD 17h504GB280GB INTEL SSDPED1D280GA + 12 x 500GB Samsung SSD 860 + 120GB INTEL SSDSCKJB120G7RllvmpipeVE2282 x Broadcom BCM57416 NetXtreme-E Dual-Media 10G RDMA + 2 x Broadcom NetXtreme BCM5720 2-port PCIeUbuntu 19.105.9.0-050900rc6daily20200922-generic (x86_64) 20200921GNOME Shell 3.34.1X Server 1.20.5modesetting 1.20.53.3 Mesa 19.2.8 (LLVM 9.0 128 bits)GCC 9.2.1 20191008ext41600x1200OpenBenchmarking.orgCompiler Details- --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-bootstrap --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++,gm2 --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-offload-targets=nvptx-none,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- CPU Microcode: 0x8001227Python Details- Python 2.7.17rc1 + Python 3.7.5Security Details- itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + spec_store_bypass: Mitigation of SSB disabled via prctl and seccomp + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Full AMD retpoline IBPB: conditional STIBP: disabled RSB filling + srbds: Not affected + tsx_async_abort: Not affected

AMD EPYC 7601 2P 2021amg: cloverleaf: Lagrangian-Eulerian Hydrodynamicscryptsetup: PBKDF2-sha512cryptsetup: PBKDF2-whirlpoolcryptsetup: AES-XTS 256b Encryptioncryptsetup: AES-XTS 256b Decryptioncryptsetup: Serpent-XTS 256b Encryptioncryptsetup: Serpent-XTS 256b Decryptioncryptsetup: Twofish-XTS 256b Encryptioncryptsetup: Twofish-XTS 256b Decryptioncryptsetup: AES-XTS 512b Encryptioncryptsetup: AES-XTS 512b Decryptioncryptsetup: Serpent-XTS 512b Encryptioncryptsetup: Serpent-XTS 512b Decryptioncryptsetup: Twofish-XTS 512b Encryptioncryptsetup: Twofish-XTS 512b Decryptiondav1d: Chimera 1080pdav1d: Summer Nature 4Kdav1d: Summer Nature 1080pdav1d: Chimera 1080p 10-bitetcpak: DXT1etcpak: ETC1etcpak: ETC2etcpak: ETC1 + Ditheringsynthmark: VoiceMark_100kripke: lammps: 20k Atomslammps: Rhodopsin Proteinlulesh: mnn: SqueezeNetV1.0mnn: resnet-v2-50mnn: MobileNetV2_224mnn: mobilenet-v1-1.0mnn: inception-v3encode-ape: WAV To APEencode-ogg: WAV To Oggonednn: IP Shapes 1D - f32 - CPUonednn: IP Shapes 3D - f32 - CPUonednn: IP Shapes 1D - u8s8f32 - CPUonednn: IP Shapes 3D - u8s8f32 - CPUonednn: Convolution Batch Shapes Auto - f32 - CPUonednn: Deconvolution Batch shapes_1d - f32 - CPUonednn: Deconvolution Batch shapes_3d - f32 - CPUonednn: Convolution Batch Shapes Auto - u8s8f32 - CPUonednn: Deconvolution Batch shapes_1d - u8s8f32 - CPUonednn: Deconvolution Batch shapes_3d - u8s8f32 - CPUonednn: Recurrent Neural Network Training - f32 - CPUonednn: Recurrent Neural Network Inference - f32 - CPUonednn: Recurrent Neural Network Training - u8s8f32 - CPUonednn: Recurrent Neural Network Inference - u8s8f32 - CPUonednn: Matrix Multiply Batch Shapes Transformer - f32 - CPUonednn: Recurrent Neural Network Training - bf16bf16bf16 - CPUonednn: Recurrent Neural Network Inference - bf16bf16bf16 - CPUonednn: Matrix Multiply Batch Shapes Transformer - u8s8f32 - CPUonnx: yolov4 - OpenMP CPUonnx: bertsquad-10 - OpenMP CPUonnx: fcn-resnet101-11 - OpenMP CPUonnx: shufflenet-v2-10 - OpenMP CPUonnx: super-resolution-10 - OpenMP CPUopenfoam: Motorbike 30Mopenfoam: Motorbike 60Mencode-opus: WAV To Opus Encodeqmcpack: simple-H2Oqe: AUSURF112rav1e: 1rav1e: 5rav1e: 6rav1e: 10relion: Basic - CPUbuild-godot: Time To Compiletnn: CPU - MobileNet v2tnn: CPU - SqueezeNet v1.1unpack-firefox: firefox-84.0.source.tar.xzencode-wavpack: WAV To WavPack12370969980029.5411707275100081444.31445.4308.1306.7317.4316.51279.41276.7308.6306.7317.7316.0637.03243.31629.60138.451296.787184.747118.049174.283512.1073788253723.38223.31116092.92514.95554.12110.7416.76168.58518.34426.6032.9029919.86613.867412.8202817.71533.545576.4546223.24103.549123.168804554.323940.074466.503557.560.9199094707.163698.781.378817658532188208434.62338.7110.21341.8391796.320.2580.7801.0162.322548.379107.098369.108333.40325.90717.29670973903329.2411574535077511456.91442.6308.4307.0318.3316.81286.71285.0308.8306.9318.1316.6659.19251.57669.24138.901323.798184.690118.049174.300512.0723522689023.39923.38216073.08614.81252.86010.9097.01271.57518.32226.6272.5250019.21733.819102.6788416.48793.423966.5623722.74043.495113.181184515.793865.584580.213580.430.9028054615.363877.711.388897154522318207834.23338.3710.20746.2491754.210.2620.7781.0312.370548.427104.004369.669333.27225.75417.28570888023329.8711685475060731454.51453.1308.9307.1318.3316.91285.41284.3309307318.0316.7634.77248.58634.70139.131322.339184.757118.070174.166512.07323.20123.08315990.72018.33626.6653.8111821.11723.963694.5013020.45283.762727.0913025.15953.716343.183925020.044050.374661.894199.672.603664885.174137.521.4055435.32340.0410.23850.6551808.780.2610.7751.0302.336547.939103.914OpenBenchmarking.org

Algebraic Multi-Grid Benchmark

OpenBenchmarking.orgFigure Of Merit, More Is BetterAlgebraic Multi-Grid Benchmark 1.2213150M300M450M600M750MSE +/- 201948.45, N = 3SE +/- 1313948.59, N = 3SE +/- 658905.95, N = 37097390337096998007088802331. (CC) gcc options: -lparcsr_ls -lparcsr_mv -lseq_mv -lIJ_mv -lkrylov -lHYPRE_utilities -lm -fopenmp -pthread -lmpi

CloverLeaf

Lagrangian-Eulerian Hydrodynamics

OpenBenchmarking.orgSeconds, Fewer Is BetterCloverLeafLagrangian-Eulerian Hydrodynamics213714212835SE +/- 0.23, N = 15SE +/- 0.32, N = 15SE +/- 0.49, N = 1529.2429.5429.871. (F9X) gfortran options: -O3 -march=native -funroll-loops -fopenmp

Cryptsetup

PBKDF2-sha512

OpenBenchmarking.orgIterations Per Second, More Is BetterCryptsetupPBKDF2-sha512132300K600K900K1200K1500KSE +/- 1900.25, N = 3SE +/- 434.00, N = 3SE +/- 12198.12, N = 7117072711685471157453

Cryptsetup

PBKDF2-whirlpool

OpenBenchmarking.orgIterations Per Second, More Is BetterCryptsetupPBKDF2-whirlpool123110K220K330K440K550KSE +/- 572.73, N = 3SE +/- 280.29, N = 7SE +/- 975.00, N = 3510008507751506073

Cryptsetup

AES-XTS 256b Encryption

OpenBenchmarking.orgMiB/s, More Is BetterCryptsetupAES-XTS 256b Encryption23130060090012001500SE +/- 2.27, N = 7SE +/- 1.65, N = 3SE +/- 3.56, N = 31456.91454.51444.3

Cryptsetup

AES-XTS 256b Decryption

OpenBenchmarking.orgMiB/s, More Is BetterCryptsetupAES-XTS 256b Decryption31230060090012001500SE +/- 2.05, N = 3SE +/- 2.14, N = 3SE +/- 12.89, N = 71453.11445.41442.6

Cryptsetup

Serpent-XTS 256b Encryption

OpenBenchmarking.orgMiB/s, More Is BetterCryptsetupSerpent-XTS 256b Encryption32170140210280350SE +/- 0.03, N = 3SE +/- 0.53, N = 7SE +/- 0.58, N = 3308.9308.4308.1

Cryptsetup

Serpent-XTS 256b Decryption

OpenBenchmarking.orgMiB/s, More Is BetterCryptsetupSerpent-XTS 256b Decryption32170140210280350SE +/- 0.00, N = 3SE +/- 0.10, N = 7SE +/- 0.12, N = 3307.1307.0306.7

Cryptsetup

Twofish-XTS 256b Encryption

OpenBenchmarking.orgMiB/s, More Is BetterCryptsetupTwofish-XTS 256b Encryption32170140210280350SE +/- 0.03, N = 3SE +/- 0.08, N = 7SE +/- 0.37, N = 3318.3318.3317.4

Cryptsetup

Twofish-XTS 256b Decryption

OpenBenchmarking.orgMiB/s, More Is BetterCryptsetupTwofish-XTS 256b Decryption32170140210280350SE +/- 0.10, N = 3SE +/- 0.07, N = 7SE +/- 0.06, N = 3316.9316.8316.5

Cryptsetup

AES-XTS 512b Encryption

OpenBenchmarking.orgMiB/s, More Is BetterCryptsetupAES-XTS 512b Encryption23130060090012001500SE +/- 1.46, N = 7SE +/- 1.42, N = 3SE +/- 1.32, N = 31286.71285.41279.4

Cryptsetup

AES-XTS 512b Decryption

OpenBenchmarking.orgMiB/s, More Is BetterCryptsetupAES-XTS 512b Decryption23130060090012001500SE +/- 1.94, N = 7SE +/- 1.76, N = 3SE +/- 2.31, N = 31285.01284.31276.7

Cryptsetup

Serpent-XTS 512b Encryption

OpenBenchmarking.orgMiB/s, More Is BetterCryptsetupSerpent-XTS 512b Encryption32170140210280350SE +/- 0.09, N = 6SE +/- 0.10, N = 2309.0308.8308.6

Cryptsetup

Serpent-XTS 512b Decryption

OpenBenchmarking.orgMiB/s, More Is BetterCryptsetupSerpent-XTS 512b Decryption32170140210280350SE +/- 0.17, N = 4SE +/- 0.05, N = 2307.0306.9306.7

Cryptsetup

Twofish-XTS 512b Encryption

OpenBenchmarking.orgMiB/s, More Is BetterCryptsetupTwofish-XTS 512b Encryption23170140210280350SE +/- 0.06, N = 7SE +/- 0.20, N = 2SE +/- 0.19, N = 3318.1318.0317.7

Cryptsetup

Twofish-XTS 512b Decryption

OpenBenchmarking.orgMiB/s, More Is BetterCryptsetupTwofish-XTS 512b Decryption32170140210280350SE +/- 0.12, N = 3SE +/- 0.06, N = 7SE +/- 0.05, N = 2316.7316.6316.0

dav1d

Video Input: Chimera 1080p

OpenBenchmarking.orgFPS, More Is Betterdav1d 0.8.1Video Input: Chimera 1080p213140280420560700SE +/- 1.84, N = 3SE +/- 9.95, N = 3SE +/- 9.40, N = 4659.19637.03634.77MIN: 348.24 / MAX: 815.29MIN: 344.69 / MAX: 796.13MIN: 349.39 / MAX: 815.271. (CC) gcc options: -pthread

dav1d

Video Input: Summer Nature 4K

OpenBenchmarking.orgFPS, More Is Betterdav1d 0.8.1Video Input: Summer Nature 4K23150100150200250SE +/- 1.22, N = 3SE +/- 4.61, N = 12SE +/- 4.09, N = 12251.57248.58243.31MIN: 91.04 / MAX: 277.22MIN: 85.73 / MAX: 286.18MIN: 81.19 / MAX: 282.971. (CC) gcc options: -pthread

dav1d

Video Input: Summer Nature 1080p

OpenBenchmarking.orgFPS, More Is Betterdav1d 0.8.1Video Input: Summer Nature 1080p231140280420560700SE +/- 4.94, N = 3SE +/- 9.48, N = 15SE +/- 8.65, N = 15669.24634.70629.60MIN: 231.81 / MAX: 754.48MIN: 194.36 / MAX: 755.24MIN: 194.05 / MAX: 739.751. (CC) gcc options: -pthread

dav1d

Video Input: Chimera 1080p 10-bit

OpenBenchmarking.orgFPS, More Is Betterdav1d 0.8.1Video Input: Chimera 1080p 10-bit321306090120150SE +/- 0.14, N = 3SE +/- 0.30, N = 3SE +/- 0.41, N = 3139.13138.90138.45MIN: 96.19 / MAX: 219.5MIN: 96.19 / MAX: 217.56MIN: 95.91 / MAX: 217.111. (CC) gcc options: -pthread

Etcpak

Configuration: DXT1

OpenBenchmarking.orgMpx/s, More Is BetterEtcpak 0.7Configuration: DXT123130060090012001500SE +/- 0.97, N = 3SE +/- 0.70, N = 3SE +/- 1.47, N = 31323.801322.341296.791. (CXX) g++ options: -O3 -march=native -std=c++11 -lpthread

Etcpak

Configuration: ETC1

OpenBenchmarking.orgMpx/s, More Is BetterEtcpak 0.7Configuration: ETC13124080120160200SE +/- 0.02, N = 3SE +/- 0.02, N = 3SE +/- 0.02, N = 3184.76184.75184.691. (CXX) g++ options: -O3 -march=native -std=c++11 -lpthread

Etcpak

Configuration: ETC2

OpenBenchmarking.orgMpx/s, More Is BetterEtcpak 0.7Configuration: ETC2321306090120150SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3118.07118.05118.051. (CXX) g++ options: -O3 -march=native -std=c++11 -lpthread

Etcpak

Configuration: ETC1 + Dithering

OpenBenchmarking.orgMpx/s, More Is BetterEtcpak 0.7Configuration: ETC1 + Dithering2134080120160200SE +/- 0.02, N = 3SE +/- 0.02, N = 3SE +/- 0.05, N = 3174.30174.28174.171. (CXX) g++ options: -O3 -march=native -std=c++11 -lpthread

Google SynthMark

Test: VoiceMark_100

OpenBenchmarking.orgVoices, More Is BetterGoogle SynthMark 20201109Test: VoiceMark_100132110220330440550SE +/- 0.00, N = 3SE +/- 0.02, N = 3SE +/- 0.02, N = 3512.11512.07512.071. (CXX) g++ options: -lm -lpthread -std=c++11 -Ofast

Kripke

OpenBenchmarking.orgThroughput FoM, More Is BetterKripke 1.2.4128M16M24M32M40MSE +/- 1848270.09, N = 15SE +/- 1684001.44, N = 1237882537352268901. (CXX) g++ options: -O3 -fopenmp

LAMMPS Molecular Dynamics Simulator

Model: 20k Atoms

OpenBenchmarking.orgns/day, More Is BetterLAMMPS Molecular Dynamics Simulator 29Oct2020Model: 20k Atoms213612182430SE +/- 0.09, N = 3SE +/- 0.08, N = 3SE +/- 0.05, N = 323.4023.3823.201. (CXX) g++ options: -O3 -pthread -lm

LAMMPS Molecular Dynamics Simulator

Model: Rhodopsin Protein

OpenBenchmarking.orgns/day, More Is BetterLAMMPS Molecular Dynamics Simulator 29Oct2020Model: Rhodopsin Protein213612182430SE +/- 0.06, N = 3SE +/- 0.04, N = 3SE +/- 0.23, N = 323.3823.3123.081. (CXX) g++ options: -O3 -pthread -lm

LULESH

OpenBenchmarking.orgz/s, More Is BetterLULESH 2.0.31233K6K9K12K15KSE +/- 42.67, N = 3SE +/- 42.52, N = 3SE +/- 65.00, N = 316092.9316073.0915990.721. (CXX) g++ options: -O3 -fopenmp -lm -pthread -lmpi_cxx -lmpi

Mobile Neural Network

Model: SqueezeNetV1.0

OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 1.1.1Model: SqueezeNetV1.02148121620SE +/- 0.20, N = 3SE +/- 0.10, N = 314.8114.96MIN: 13.46 / MAX: 30.98MIN: 13.84 / MAX: 36.381. (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

Mobile Neural Network

Model: resnet-v2-50

OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 1.1.1Model: resnet-v2-50211224364860SE +/- 2.27, N = 3SE +/- 1.07, N = 352.8654.12MIN: 46.53 / MAX: 819.73MIN: 46.9 / MAX: 742.651. (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

Mobile Neural Network

Model: MobileNetV2_224

OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 1.1.1Model: MobileNetV2_224123691215SE +/- 0.19, N = 3SE +/- 0.30, N = 310.7410.91MIN: 10.16 / MAX: 11.79MIN: 10.26 / MAX: 12.21. (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

Mobile Neural Network

Model: mobilenet-v1-1.0

OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 1.1.1Model: mobilenet-v1-1.012246810SE +/- 0.103, N = 3SE +/- 0.613, N = 36.7617.012MIN: 6.2 / MAX: 8.27MIN: 6 / MAX: 24.381. (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

Mobile Neural Network

Model: inception-v3

OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 1.1.1Model: inception-v3121632486480SE +/- 0.67, N = 3SE +/- 1.22, N = 368.5971.58MIN: 62.84 / MAX: 229.88MIN: 64.39 / MAX: 186.821. (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

Monkey Audio Encoding

WAV To APE

OpenBenchmarking.orgSeconds, Fewer Is BetterMonkey Audio Encoding 3.99.6WAV To APE231510152025SE +/- 0.00, N = 5SE +/- 0.00, N = 5SE +/- 0.01, N = 518.3218.3418.341. (CXX) g++ options: -O3 -pedantic -rdynamic -lrt

Ogg Audio Encoding

WAV To Ogg

OpenBenchmarking.orgSeconds, Fewer Is BetterOgg Audio Encoding 1.3.4WAV To Ogg123612182430SE +/- 0.02, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 326.6026.6326.671. (CC) gcc options: -O2 -ffast-math -fsigned-char

oneDNN

Harness: IP Shapes 1D - Data Type: f32 - Engine: CPU

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.0Harness: IP Shapes 1D - Data Type: f32 - Engine: CPU2130.85751.7152.57253.434.2875SE +/- 0.02862, N = 3SE +/- 0.04679, N = 3SE +/- 0.05747, N = 32.525002.902993.81118MIN: 2.08MIN: 2.24MIN: 3.251. (CXX) g++ options: -O3 -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread

oneDNN

Harness: IP Shapes 3D - Data Type: f32 - Engine: CPU

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.0Harness: IP Shapes 3D - Data Type: f32 - Engine: CPU213510152025SE +/- 0.09, N = 3SE +/- 0.14, N = 3SE +/- 0.11, N = 319.2219.8721.12MIN: 18.41MIN: 18.97MIN: 20.421. (CXX) g++ options: -O3 -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread

oneDNN

Harness: IP Shapes 1D - Data Type: u8s8f32 - Engine: CPU

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.0Harness: IP Shapes 1D - Data Type: u8s8f32 - Engine: CPU2130.89181.78362.67543.56724.459SE +/- 0.05005, N = 3SE +/- 0.04801, N = 4SE +/- 0.03574, N = 33.819103.867413.96369MIN: 3.31MIN: 3.27MIN: 3.381. (CXX) g++ options: -O3 -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread

oneDNN

Harness: IP Shapes 3D - Data Type: u8s8f32 - Engine: CPU

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.0Harness: IP Shapes 3D - Data Type: u8s8f32 - Engine: CPU2131.01282.02563.03844.05125.064SE +/- 0.02321, N = 3SE +/- 0.03873, N = 3SE +/- 0.01074, N = 32.678842.820284.50130MIN: 2.27MIN: 2.33MIN: 4.091. (CXX) g++ options: -O3 -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread

oneDNN

Harness: Convolution Batch Shapes Auto - Data Type: f32 - Engine: CPU

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.0Harness: Convolution Batch Shapes Auto - Data Type: f32 - Engine: CPU213510152025SE +/- 0.04, N = 3SE +/- 0.02, N = 3SE +/- 0.04, N = 316.4917.7220.45MIN: 15.75MIN: 16.71MIN: 19.211. (CXX) g++ options: -O3 -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread

oneDNN

Harness: Deconvolution Batch shapes_1d - Data Type: f32 - Engine: CPU

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.0Harness: Deconvolution Batch shapes_1d - Data Type: f32 - Engine: CPU2130.84661.69322.53983.38644.233SE +/- 0.03472, N = 15SE +/- 0.03944, N = 15SE +/- 0.04485, N = 153.423963.545573.76272MIN: 2.94MIN: 2.98MIN: 3.091. (CXX) g++ options: -O3 -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread

oneDNN

Harness: Deconvolution Batch shapes_3d - Data Type: f32 - Engine: CPU

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.0Harness: Deconvolution Batch shapes_3d - Data Type: f32 - Engine: CPU123246810SE +/- 0.15837, N = 15SE +/- 0.12641, N = 15SE +/- 0.10920, N = 36.454626.562377.09130MIN: 5.22MIN: 5.14MIN: 6.561. (CXX) g++ options: -O3 -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread

oneDNN

Harness: Convolution Batch Shapes Auto - Data Type: u8s8f32 - Engine: CPU

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.0Harness: Convolution Batch Shapes Auto - Data Type: u8s8f32 - Engine: CPU213612182430SE +/- 0.24, N = 3SE +/- 0.11, N = 3SE +/- 0.09, N = 322.7423.2425.16MIN: 20.43MIN: 20.59MIN: 22.781. (CXX) g++ options: -O3 -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread

oneDNN

Harness: Deconvolution Batch shapes_1d - Data Type: u8s8f32 - Engine: CPU

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.0Harness: Deconvolution Batch shapes_1d - Data Type: u8s8f32 - Engine: CPU2130.83621.67242.50863.34484.181SE +/- 0.04588, N = 5SE +/- 0.03910, N = 3SE +/- 0.01698, N = 33.495113.549123.71634MIN: 3MIN: 3MIN: 3.231. (CXX) g++ options: -O3 -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread

oneDNN

Harness: Deconvolution Batch shapes_3d - Data Type: u8s8f32 - Engine: CPU

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.0Harness: Deconvolution Batch shapes_3d - Data Type: u8s8f32 - Engine: CPU1230.71641.43282.14922.86563.582SE +/- 0.03490, N = 6SE +/- 0.01629, N = 3SE +/- 0.01545, N = 33.168803.181183.18392MIN: 2.83MIN: 2.88MIN: 2.911. (CXX) g++ options: -O3 -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread

oneDNN

Harness: Recurrent Neural Network Training - Data Type: f32 - Engine: CPU

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.0Harness: Recurrent Neural Network Training - Data Type: f32 - Engine: CPU21311002200330044005500SE +/- 153.50, N = 12SE +/- 120.82, N = 15SE +/- 112.92, N = 154515.794554.325020.04MIN: 2781.43MIN: 3273.38MIN: 3390.911. (CXX) g++ options: -O3 -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread

oneDNN

Harness: Recurrent Neural Network Inference - Data Type: f32 - Engine: CPU

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.0Harness: Recurrent Neural Network Inference - Data Type: f32 - Engine: CPU2139001800270036004500SE +/- 125.32, N = 15SE +/- 64.36, N = 15SE +/- 94.46, N = 123865.583940.074050.37MIN: 3206.95MIN: 3412.94MIN: 3493.321. (CXX) g++ options: -O3 -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread

oneDNN

Harness: Recurrent Neural Network Training - Data Type: u8s8f32 - Engine: CPU

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.0Harness: Recurrent Neural Network Training - Data Type: u8s8f32 - Engine: CPU12310002000300040005000SE +/- 216.78, N = 15SE +/- 178.79, N = 15SE +/- 148.69, N = 154466.504580.214661.89MIN: 2939.4MIN: 3020.84MIN: 3208.791. (CXX) g++ options: -O3 -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread

oneDNN

Harness: Recurrent Neural Network Inference - Data Type: u8s8f32 - Engine: CPU

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.0Harness: Recurrent Neural Network Inference - Data Type: u8s8f32 - Engine: CPU1239001800270036004500SE +/- 35.53, N = 3SE +/- 114.13, N = 15SE +/- 89.60, N = 153557.563580.434199.67MIN: 3305.84MIN: 3052.37MIN: 3498.581. (CXX) g++ options: -O3 -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread

oneDNN

Harness: Matrix Multiply Batch Shapes Transformer - Data Type: f32 - Engine: CPU

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.0Harness: Matrix Multiply Batch Shapes Transformer - Data Type: f32 - Engine: CPU2130.58581.17161.75742.34322.929SE +/- 0.002458, N = 3SE +/- 0.007779, N = 3SE +/- 0.009404, N = 30.9028050.9199092.603660MIN: 0.77MIN: 0.77MIN: 2.011. (CXX) g++ options: -O3 -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread

oneDNN

Harness: Recurrent Neural Network Training - Data Type: bf16bf16bf16 - Engine: CPU

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.0Harness: Recurrent Neural Network Training - Data Type: bf16bf16bf16 - Engine: CPU21310002000300040005000SE +/- 149.33, N = 15SE +/- 128.63, N = 12SE +/- 125.34, N = 154615.364707.164885.17MIN: 3327.21MIN: 3518.69MIN: 3744.21. (CXX) g++ options: -O3 -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread

oneDNN

Harness: Recurrent Neural Network Inference - Data Type: bf16bf16bf16 - Engine: CPU

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.0Harness: Recurrent Neural Network Inference - Data Type: bf16bf16bf16 - Engine: CPU1239001800270036004500SE +/- 128.96, N = 15SE +/- 146.91, N = 15SE +/- 85.43, N = 153698.783877.714137.52MIN: 2872.13MIN: 2904.51MIN: 3448.071. (CXX) g++ options: -O3 -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread

oneDNN

Harness: Matrix Multiply Batch Shapes Transformer - Data Type: u8s8f32 - Engine: CPU

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.0Harness: Matrix Multiply Batch Shapes Transformer - Data Type: u8s8f32 - Engine: CPU1230.31620.63240.94861.26481.581SE +/- 0.00740, N = 3SE +/- 0.00510, N = 3SE +/- 0.00370, N = 31.378811.388891.40554MIN: 1.12MIN: 1.21MIN: 1.261. (CXX) g++ options: -O3 -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread

ONNX Runtime

Model: yolov4 - Device: OpenMP CPU

OpenBenchmarking.orgInferences Per Minute, More Is BetterONNX Runtime 1.6Model: yolov4 - Device: OpenMP CPU1220406080100SE +/- 2.66, N = 12SE +/- 2.07, N = 1276711. (CXX) g++ options: -fopenmp -ffunction-sections -fdata-sections -O3 -ldl -lrt

ONNX Runtime

Model: bertsquad-10 - Device: OpenMP CPU

OpenBenchmarking.orgInferences Per Minute, More Is BetterONNX Runtime 1.6Model: bertsquad-10 - Device: OpenMP CPU121326395265SE +/- 0.44, N = 3SE +/- 2.87, N = 958541. (CXX) g++ options: -fopenmp -ffunction-sections -fdata-sections -O3 -ldl -lrt

ONNX Runtime

Model: fcn-resnet101-11 - Device: OpenMP CPU

OpenBenchmarking.orgInferences Per Minute, More Is BetterONNX Runtime 1.6Model: fcn-resnet101-11 - Device: OpenMP CPU121224364860SE +/- 0.88, N = 3SE +/- 1.02, N = 1253521. (CXX) g++ options: -fopenmp -ffunction-sections -fdata-sections -O3 -ldl -lrt

ONNX Runtime

Model: shufflenet-v2-10 - Device: OpenMP CPU

OpenBenchmarking.orgInferences Per Minute, More Is BetterONNX Runtime 1.6Model: shufflenet-v2-10 - Device: OpenMP CPU215001000150020002500SE +/- 112.64, N = 12SE +/- 142.39, N = 12231821881. (CXX) g++ options: -fopenmp -ffunction-sections -fdata-sections -O3 -ldl -lrt

ONNX Runtime

Model: super-resolution-10 - Device: OpenMP CPU

OpenBenchmarking.orgInferences Per Minute, More Is BetterONNX Runtime 1.6Model: super-resolution-10 - Device: OpenMP CPU12400800120016002000SE +/- 13.94, N = 3SE +/- 32.31, N = 3208420781. (CXX) g++ options: -fopenmp -ffunction-sections -fdata-sections -O3 -ldl -lrt

OpenFOAM

Input: Motorbike 30M

OpenBenchmarking.orgSeconds, Fewer Is BetterOpenFOAM 8Input: Motorbike 30M213816243240SE +/- 0.14, N = 3SE +/- 0.10, N = 3SE +/- 0.33, N = 1534.2334.6235.321. (CXX) g++ options: -std=c++11 -m64 -O3 -ftemplate-depth-100 -fPIC -fuse-ld=bfd -Xlinker --add-needed --no-as-needed -ldynamicMesh -ldecompose -lgenericPatchFields -lmetisDecomp -lscotchDecomp -llagrangian -lregionModels -lOpenFOAM -ldl -lm

OpenFOAM

Input: Motorbike 60M

OpenBenchmarking.orgSeconds, Fewer Is BetterOpenFOAM 8Input: Motorbike 60M21370140210280350SE +/- 0.73, N = 3SE +/- 0.27, N = 3SE +/- 0.68, N = 3338.37338.71340.041. (CXX) g++ options: -std=c++11 -m64 -O3 -ftemplate-depth-100 -fPIC -fuse-ld=bfd -Xlinker --add-needed --no-as-needed -ldynamicMesh -ldecompose -lgenericPatchFields -lmetisDecomp -lscotchDecomp -llagrangian -lregionModels -lOpenFOAM -ldl -lm

Opus Codec Encoding

WAV To Opus Encode

OpenBenchmarking.orgSeconds, Fewer Is BetterOpus Codec Encoding 1.3.1WAV To Opus Encode2133691215SE +/- 0.00, N = 5SE +/- 0.00, N = 5SE +/- 0.00, N = 510.2110.2110.241. (CXX) g++ options: -fvisibility=hidden -logg -lm

QMCPACK

Input: simple-H2O

OpenBenchmarking.orgTotal Execution Time - Seconds, Fewer Is BetterQMCPACK 3.10Input: simple-H2O1231122334455SE +/- 0.22, N = 3SE +/- 1.39, N = 15SE +/- 1.69, N = 1241.8446.2550.661. (CXX) g++ options: -fopenmp -finline-limit=1000 -fstrict-aliasing -funroll-all-loops -march=native -O3 -fomit-frame-pointer -ffast-math -lm -pthread

Quantum ESPRESSO

Input: AUSURF112

OpenBenchmarking.orgSeconds, Fewer Is BetterQuantum ESPRESSO 6.7Input: AUSURF112213400800120016002000SE +/- 5.15, N = 3SE +/- 19.90, N = 9SE +/- 18.18, N = 91754.211796.321808.781. (F9X) gfortran options: -lopenblas -lFoX_dom -lFoX_sax -lFoX_wxml -lFoX_common -lFoX_utils -lFoX_fsys -lfftw3 -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi

rav1e

Speed: 1

OpenBenchmarking.orgFrames Per Second, More Is Betterrav1e 0.4Speed: 12310.0590.1180.1770.2360.295SE +/- 0.001, N = 3SE +/- 0.001, N = 3SE +/- 0.002, N = 30.2620.2610.258

rav1e

Speed: 5

OpenBenchmarking.orgFrames Per Second, More Is Betterrav1e 0.4Speed: 51230.17550.3510.52650.7020.8775SE +/- 0.006, N = 3SE +/- 0.005, N = 3SE +/- 0.005, N = 30.7800.7780.775

rav1e

Speed: 6

OpenBenchmarking.orgFrames Per Second, More Is Betterrav1e 0.4Speed: 62310.2320.4640.6960.9281.16SE +/- 0.005, N = 3SE +/- 0.014, N = 3SE +/- 0.009, N = 31.0311.0301.016

rav1e

Speed: 10

OpenBenchmarking.orgFrames Per Second, More Is Betterrav1e 0.4Speed: 102310.53331.06661.59992.13322.6665SE +/- 0.016, N = 3SE +/- 0.011, N = 3SE +/- 0.021, N = 32.3702.3362.322

RELION

Test: Basic - Device: CPU

OpenBenchmarking.orgSeconds, Fewer Is BetterRELION 3.1.1Test: Basic - Device: CPU312120240360480600SE +/- 0.25, N = 3SE +/- 0.24, N = 3SE +/- 0.25, N = 3547.94548.38548.431. (CXX) g++ options: -fopenmp -std=c++0x -O3 -rdynamic -ldl -ltiff -lfftw3f -lfftw3 -lpng -pthread -lmpi_cxx -lmpi

Timed Godot Game Engine Compilation

Time To Compile

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Godot Game Engine Compilation 3.2.3Time To Compile32120406080100SE +/- 1.34, N = 3SE +/- 1.42, N = 3SE +/- 1.83, N = 3103.91104.00107.10

TNN

Target: CPU - Model: MobileNet v2

OpenBenchmarking.orgms, Fewer Is BetterTNN 0.2.3Target: CPU - Model: MobileNet v21280160240320400SE +/- 1.37, N = 3SE +/- 0.16, N = 3369.11369.67MIN: 357.24 / MAX: 557.3MIN: 358.63 / MAX: 519.861. (CXX) g++ options: -fopenmp -pthread -fvisibility=hidden -O3 -rdynamic -ldl

TNN

Target: CPU - Model: SqueezeNet v1.1

OpenBenchmarking.orgms, Fewer Is BetterTNN 0.2.3Target: CPU - Model: SqueezeNet v1.12170140210280350SE +/- 0.15, N = 3SE +/- 0.06, N = 3333.27333.40MIN: 332.42 / MAX: 334.08MIN: 332.68 / MAX: 338.811. (CXX) g++ options: -fopenmp -pthread -fvisibility=hidden -O3 -rdynamic -ldl

Unpacking Firefox

Extracting: firefox-84.0.source.tar.xz

OpenBenchmarking.orgSeconds, Fewer Is BetterUnpacking Firefox 84.0Extracting: firefox-84.0.source.tar.xz21612182430SE +/- 0.03, N = 4SE +/- 0.08, N = 425.7525.91

WavPack Audio Encoding

WAV To WavPack

OpenBenchmarking.orgSeconds, Fewer Is BetterWavPack Audio Encoding 5.3WAV To WavPack2148121620SE +/- 0.01, N = 5SE +/- 0.00, N = 517.2917.301. (CXX) g++ options: -rdynamic


Phoronix Test Suite v10.8.4