april amd

AMD Ryzen 7 3800XT 8-Core testing with a MSI X370 XPOWER GAMING TITANIUM (MS-7A31) v1.0 (1.MS BIOS) and Sapphire AMD Radeon HD 4650 on Debian 11 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 2204229-NE-APRILAMD621
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AV1 2 Tests
CPU Massive 2 Tests
Creator Workloads 3 Tests
Encoding 2 Tests
HPC - High Performance Computing 2 Tests
Machine Learning 2 Tests
Multi-Core 3 Tests
Server CPU Tests 2 Tests
Video Encoding 2 Tests

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April 22 2022
  59 Minutes
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April 22 2022
  59 Minutes
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April 22 2022
  59 Minutes
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april amdOpenBenchmarking.orgPhoronix Test SuiteAMD Ryzen 7 3800XT 8-Core @ 5.58GHz (8 Cores / 16 Threads)MSI X370 XPOWER GAMING TITANIUM (MS-7A31) v1.0 (1.MS BIOS)AMD Starship/Matisse16GB128GB INTEL SSDPEKKW128G7Sapphire AMD Radeon HD 4650AMD RV710/730Intel I211Debian 115.10.0-13-amd64 (x86_64)X Server 1.20.11GCC 10.2.1 20210110ext41024x768ProcessorMotherboardChipsetMemoryDiskGraphicsAudioNetworkOSKernelDisplay ServerCompilerFile-SystemScreen ResolutionApril Amd BenchmarksSystem Logs- Transparent Huge Pages: always- --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++,m2 --enable-libphobos-checking=release --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-link-mutex --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-targets=nvptx-none=/build/gcc-10-Km9U7s/gcc-10-10.2.1/debian/tmp-nvptx/usr,amdgcn-amdhsa=/build/gcc-10-Km9U7s/gcc-10-10.2.1/debian/tmp-gcn/usr,hsa --enable-plugin --enable-shared --enable-threads=posix --host=x86_64-linux-gnu --program-prefix=x86_64-linux-gnu- --target=x86_64-linux-gnu --with-abi=m64 --with-arch-32=i686 --with-build-config=bootstrap-lto-lean --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 - Scaling Governor: acpi-cpufreq schedutil (Boost: Enabled) - CPU Microcode: 0x8701021 - OpenJDK Runtime Environment (build 11.0.14+9-post-Debian-1deb11u1)- Python 3.9.2- 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 Retpolines IBPB: conditional STIBP: conditional RSB filling + srbds: Not affected + tsx_async_abort: Not affected

ABCResult OverviewPhoronix Test Suite100%104%108%112%116%ONNX RuntimeoneDNNSVT-AV1libavif avifencEthrJava JMH

april amdethr: TCP - Latency - 1ethr: TCP - Latency - 2ethr: TCP - Latency - 4ethr: TCP - Latency - 8ethr: TCP - Latency - 16ethr: TCP - Latency - 32ethr: TCP - Latency - 64ethr: TCP - Bandwidth - 1ethr: TCP - Bandwidth - 2ethr: TCP - Bandwidth - 4ethr: TCP - Bandwidth - 8ethr: UDP - Bandwidth - 1ethr: UDP - Bandwidth - 2ethr: UDP - Bandwidth - 2ethr: UDP - Bandwidth - 4ethr: UDP - Bandwidth - 4ethr: UDP - Bandwidth - 8ethr: UDP - Bandwidth - 8ethr: TCP - Bandwidth - 16ethr: TCP - Bandwidth - 32ethr: TCP - Bandwidth - 64ethr: UDP - Bandwidth - 16ethr: UDP - Bandwidth - 16ethr: UDP - Bandwidth - 32ethr: UDP - Bandwidth - 32ethr: UDP - Bandwidth - 64ethr: UDP - Bandwidth - 64ethr: TCP - Connections/s - 1ethr: TCP - Connections/s - 2ethr: TCP - Connections/s - 4ethr: TCP - Connections/s - 8ethr: TCP - Connections/s - 16ethr: TCP - Connections/s - 32svt-av1: Preset 4 - Bosphorus 4Ksvt-av1: Preset 8 - Bosphorus 4Ksvt-av1: Preset 10 - Bosphorus 4Ksvt-av1: Preset 12 - Bosphorus 4Ksvt-av1: Preset 4 - Bosphorus 1080psvt-av1: Preset 8 - Bosphorus 1080psvt-av1: Preset 10 - Bosphorus 1080psvt-av1: Preset 12 - Bosphorus 1080pavifenc: 0avifenc: 2avifenc: 6avifenc: 6, Losslessavifenc: 10, Losslessonednn: 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 - CPUjava-jmh: Throughputonnx: GPT-2 - CPU - Standardonnx: yolov4 - CPU - Standardonnx: bertsquad-12 - CPU - Standardonnx: fcn-resnet101-11 - CPU - Standardonnx: ArcFace ResNet-100 - CPU - Standardonnx: super-resolution-10 - CPU - StandardABC17.58318.18816.2117.03117.69717.61518.40229.9837.2432.5719.1233.3466.197753122812.44164680083.74291720010.245.062.5764.91426040034.65439960019.0247660001010101010101010101110111.97726.72863.15783.225.67289.626175.119304.265161.5776.710.13213.5766.6374.329748.891842.365662.4279122.20799.687896.7821820.07763.479914.415193824.742634.863868.062585.194.889553831.422579.841.236716901421129.2125592274473441342311918.17516.25117.36416.05216.65417.57616.73929.1436.7531.2119.3533.2665.027605752799.48163280080.71282200010.255.072.5765.63430400034.35437520018.7146880001010101010101013101310151.97926.76164.41182.4315.71990.712175.716316.434162.0776.73710.21313.566.7464.358238.519462.367092.2059322.19477.91376.5018519.97373.456364.398163815.122591.063793.272604.175.117123869.682579.911.2216616891125398.201554727647745924310916.88916.8917.2417.95815.21417.54718.03529.0436.7232.2119.2433.4365.947714452652163520083.77291680010.275.062.5865.55430280034.68440480019.0747812001010101010101012101610171.9927.3163.99884.4945.6990.671178.361311.162161.27975.8910.22313.5116.6874.333298.502692.372542.4299122.19029.69246.5250619.99723.483564.64283795.932626.083818.632575.214.875493906.412621.211.2105816881940130.6025593425730449153324OpenBenchmarking.org

Ethr

OpenBenchmarking.orgus, Fewer Is BetterEthr 1.0Server Address: localhost - Protocol: TCP - Test: Latency - Threads: 1ABC4812162017.5818.1816.89MIN: 13.78 / MAX: 22.86MIN: 14.23 / MAX: 21.03MIN: 13.07 / MAX: 21.23

OpenBenchmarking.orgus, Fewer Is BetterEthr 1.0Server Address: localhost - Protocol: TCP - Test: Latency - Threads: 2ABC4812162018.1916.2516.89MIN: 13.49 / MAX: 22MIN: 13 / MAX: 20.96MIN: 13.15 / MAX: 21.69

OpenBenchmarking.orgus, Fewer Is BetterEthr 1.0Server Address: localhost - Protocol: TCP - Test: Latency - Threads: 4ABC4812162016.2117.3617.24MIN: 12.86 / MAX: 22.29MIN: 14.63 / MAX: 21.07MIN: 14.13 / MAX: 21.35

OpenBenchmarking.orgus, Fewer Is BetterEthr 1.0Server Address: localhost - Protocol: TCP - Test: Latency - Threads: 8ABC4812162017.0316.0517.96MIN: 13.71 / MAX: 21.41MIN: 13.05 / MAX: 22.32MIN: 13.52 / MAX: 21.65

OpenBenchmarking.orgus, Fewer Is BetterEthr 1.0Server Address: localhost - Protocol: TCP - Test: Latency - Threads: 16ABC4812162017.7016.6515.21MIN: 13.53 / MAX: 22.39MIN: 13.49 / MAX: 21.57MIN: 13.09 / MAX: 18.86

OpenBenchmarking.orgus, Fewer Is BetterEthr 1.0Server Address: localhost - Protocol: TCP - Test: Latency - Threads: 32ABC4812162017.6217.5817.55MIN: 14.36 / MAX: 22.87MIN: 14.26 / MAX: 20.85MIN: 13.65 / MAX: 22.87

OpenBenchmarking.orgus, Fewer Is BetterEthr 1.0Server Address: localhost - Protocol: TCP - Test: Latency - Threads: 64ABC51015202518.4016.7418.04MIN: 13.99 / MAX: 22.06MIN: 13.72 / MAX: 20.54MIN: 13.98 / MAX: 21.17

OpenBenchmarking.orgGbits/sec, More Is BetterEthr 1.0Server Address: localhost - Protocol: TCP - Test: Bandwidth - Threads: 1ABC71421283529.9829.1429.04MIN: 25.35 / MAX: 38.05MIN: 24.8 / MAX: 35.72MIN: 24.55 / MAX: 35.43

OpenBenchmarking.orgGbits/sec, More Is BetterEthr 1.0Server Address: localhost - Protocol: TCP - Test: Bandwidth - Threads: 2ABC91827364537.2436.7536.72MIN: 23.24 / MAX: 60.99MIN: 22.88 / MAX: 60.89MIN: 22.78 / MAX: 62.5

OpenBenchmarking.orgGbits/sec, More Is BetterEthr 1.0Server Address: localhost - Protocol: TCP - Test: Bandwidth - Threads: 4ABC81624324032.5731.2132.21MIN: 16.4 / MAX: 88.71MIN: 16.07 / MAX: 87.71MIN: 16.26 / MAX: 88.88

OpenBenchmarking.orgGbits/sec, More Is BetterEthr 1.0Server Address: localhost - Protocol: TCP - Test: Bandwidth - Threads: 8ABC51015202519.1219.3519.24MIN: 9.66 / MAX: 87.85MIN: 8.97 / MAX: 88.54MIN: 8.93 / MAX: 87.47

OpenBenchmarking.orgGbits/sec, More Is BetterEthr 1.0Server Address: localhost - Protocol: UDP - Test: Bandwidth - Threads: 1ABC81624324033.3433.2633.43MIN: 28.71 / MAX: 37.71MIN: 27.3 / MAX: 42.04MIN: 27.28 / MAX: 39.02

OpenBenchmarking.orgGbits/sec, More Is BetterEthr 1.0Server Address: localhost - Protocol: UDP - Test: Bandwidth - Threads: 2ABC153045607566.1965.0265.94MIN: 45.89 / MAX: 104.79MIN: 45.17 / MAX: 103.16MIN: 45.32 / MAX: 105.92

OpenBenchmarking.orgPackets/sec, More Is BetterEthr 1.0Server Address: localhost - Protocol: UDP - Test: Bandwidth - Threads: 2ABC170K340K510K680K850K775312760575771445MIN: 724680 / MAX: 818700MIN: 712950 / MAX: 805920MIN: 734690 / MAX: 827490

OpenBenchmarking.orgGbits/sec, More Is BetterEthr 1.0Server Address: localhost - Protocol: UDP - Test: Bandwidth - Threads: 4ABC60012001800240030002812.442799.482652.00MIN: 48.75MIN: 48MIN: 47.69

OpenBenchmarking.orgPackets/sec, More Is BetterEthr 1.0Server Address: localhost - Protocol: UDP - Test: Bandwidth - Threads: 4ABC400K800K1200K1600K2000K164680016328001635200MIN: 1590000 / MAX: 1690000MIN: 1590000 / MAX: 1680000MIN: 1590000 / MAX: 1680000

OpenBenchmarking.orgGbits/sec, More Is BetterEthr 1.0Server Address: localhost - Protocol: UDP - Test: Bandwidth - Threads: 8ABC2040608010083.7480.7183.77MIN: 38.16 / MAX: 388.43MIN: 36.69 / MAX: 382.6MIN: 38.29 / MAX: 389

OpenBenchmarking.orgPackets/sec, More Is BetterEthr 1.0Server Address: localhost - Protocol: UDP - Test: Bandwidth - Threads: 8ABC600K1200K1800K2400K3000K291720028220002916800MIN: 2790000 / MAX: 3000000MIN: 2720000 / MAX: 2990000MIN: 2830000 / MAX: 3040000

OpenBenchmarking.orgGbits/sec, More Is BetterEthr 1.0Server Address: localhost - Protocol: TCP - Test: Bandwidth - Threads: 16ABC369121510.2410.2510.27MIN: 4.64 / MAX: 87.51MIN: 4.32 / MAX: 87.31MIN: 4.64 / MAX: 87.63

OpenBenchmarking.orgGbits/sec, More Is BetterEthr 1.0Server Address: localhost - Protocol: TCP - Test: Bandwidth - Threads: 32ABC1.14082.28163.42244.56325.7045.065.075.06MIN: 1.78 / MAX: 83.99MIN: 1.9 / MAX: 84.23MIN: 1.88 / MAX: 84.44

OpenBenchmarking.orgGbits/sec, More Is BetterEthr 1.0Server Address: localhost - Protocol: TCP - Test: Bandwidth - Threads: 64ABC0.58051.1611.74152.3222.90252.572.572.58MIN: 1 / MAX: 82.09MIN: 1 / MAX: 82.06MIN: 1 / MAX: 82.06

OpenBenchmarking.orgGbits/sec, More Is BetterEthr 1.0Server Address: localhost - Protocol: UDP - Test: Bandwidth - Threads: 16ABC153045607564.9165.6365.55MIN: 21.63 / MAX: 568.83MIN: 22.33 / MAX: 581.5MIN: 25.46 / MAX: 575.05

OpenBenchmarking.orgPackets/sec, More Is BetterEthr 1.0Server Address: localhost - Protocol: UDP - Test: Bandwidth - Threads: 16ABC900K1800K2700K3600K4500K426040043040004302800MIN: 4010000 / MAX: 4410000MIN: 4110000 / MAX: 4520000MIN: 4130000 / MAX: 4490000

OpenBenchmarking.orgGbits/sec, More Is BetterEthr 1.0Server Address: localhost - Protocol: UDP - Test: Bandwidth - Threads: 32ABC81624324034.6534.3534.68MIN: 12.47 / MAX: 592.22MIN: 13.24 / MAX: 586.34MIN: 12.86 / MAX: 595.06

OpenBenchmarking.orgPackets/sec, More Is BetterEthr 1.0Server Address: localhost - Protocol: UDP - Test: Bandwidth - Threads: 32ABC900K1800K2700K3600K4500K439960043752004404800MIN: 4230000 / MAX: 4560000MIN: 4230000 / MAX: 4580000MIN: 4270000 / MAX: 4570000

OpenBenchmarking.orgGbits/sec, More Is BetterEthr 1.0Server Address: localhost - Protocol: UDP - Test: Bandwidth - Threads: 64ABC51015202519.0218.7119.07MIN: 7.42 / MAX: 625.82MIN: 6.8 / MAX: 625.11MIN: 6.58 / MAX: 634.08

OpenBenchmarking.orgPackets/sec, More Is BetterEthr 1.0Server Address: localhost - Protocol: UDP - Test: Bandwidth - Threads: 64ABC1000K2000K3000K4000K5000K476600046880004781200MIN: 4610000 / MAX: 4880000MIN: 4500000 / MAX: 4880000MIN: 4560000 / MAX: 4910000

OpenBenchmarking.orgConnections/sec, More Is BetterEthr 1.0Server Address: localhost - Protocol: TCP - Test: Connections/s - Threads: 1ABC2004006008001000101010101010

OpenBenchmarking.orgConnections/sec, More Is BetterEthr 1.0Server Address: localhost - Protocol: TCP - Test: Connections/s - Threads: 2ABC2004006008001000101010101010

OpenBenchmarking.orgConnections/sec, More Is BetterEthr 1.0Server Address: localhost - Protocol: TCP - Test: Connections/s - Threads: 4ABC2004006008001000101010101010

OpenBenchmarking.orgConnections/sec, More Is BetterEthr 1.0Server Address: localhost - Protocol: TCP - Test: Connections/s - Threads: 8ABC2004006008001000101010131012MIN: 1010 / MAX: 1020MIN: 1010 / MAX: 1020

OpenBenchmarking.orgConnections/sec, More Is BetterEthr 1.0Server Address: localhost - Protocol: TCP - Test: Connections/s - Threads: 16ABC2004006008001000101110131016MIN: 1010 / MAX: 1020MIN: 1010 / MAX: 1020MIN: 1010 / MAX: 1020

OpenBenchmarking.orgConnections/sec, More Is BetterEthr 1.0Server Address: localhost - Protocol: TCP - Test: Connections/s - Threads: 32ABC2004006008001000101110151017MIN: 1010 / MAX: 1020MIN: 1010 / MAX: 1020MIN: 1010 / MAX: 1020

SVT-AV1

This is a benchmark of the SVT-AV1 open-source video encoder/decoder. SVT-AV1 was originally developed by Intel as part of their Open Visual Cloud / Scalable Video Technology (SVT). Development of SVT-AV1 has since moved to the Alliance for Open Media as part of upstream AV1 development. SVT-AV1 is a CPU-based multi-threaded video encoder for the AV1 video format with a sample YUV video file. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 1.0Encoder Mode: Preset 4 - Input: Bosphorus 4KABC0.44780.89561.34341.79122.2391.9771.9791.9901. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq -pie

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 1.0Encoder Mode: Preset 8 - Input: Bosphorus 4KABC61218243026.7326.7627.311. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq -pie

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 1.0Encoder Mode: Preset 10 - Input: Bosphorus 4KABC142842567063.1664.4164.001. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq -pie

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 1.0Encoder Mode: Preset 12 - Input: Bosphorus 4KABC2040608010083.2282.4384.491. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq -pie

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 1.0Encoder Mode: Preset 4 - Input: Bosphorus 1080pABC1.28682.57363.86045.14726.4345.6725.7195.6901. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq -pie

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 1.0Encoder Mode: Preset 8 - Input: Bosphorus 1080pABC2040608010089.6390.7190.671. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq -pie

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 1.0Encoder Mode: Preset 10 - Input: Bosphorus 1080pABC4080120160200175.12175.72178.361. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq -pie

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 1.0Encoder Mode: Preset 12 - Input: Bosphorus 1080pABC70140210280350304.27316.43311.161. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq -pie

libavif avifenc

This is a test of the AOMedia libavif library testing the encoding of a JPEG image to AV1 Image Format (AVIF). Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is Betterlibavif avifenc 0.10Encoder Speed: 0ABC4080120160200161.57162.07161.281. (CXX) g++ options: -O3 -fPIC -lm

OpenBenchmarking.orgSeconds, Fewer Is Betterlibavif avifenc 0.10Encoder Speed: 2ABC2040608010076.7076.7475.891. (CXX) g++ options: -O3 -fPIC -lm

OpenBenchmarking.orgSeconds, Fewer Is Betterlibavif avifenc 0.10Encoder Speed: 6ABC369121510.1310.2110.221. (CXX) g++ options: -O3 -fPIC -lm

OpenBenchmarking.orgSeconds, Fewer Is Betterlibavif avifenc 0.10Encoder Speed: 6, LosslessABC369121513.5813.5613.511. (CXX) g++ options: -O3 -fPIC -lm

OpenBenchmarking.orgSeconds, Fewer Is Betterlibavif avifenc 0.10Encoder Speed: 10, LosslessABC2468106.6376.7466.6871. (CXX) g++ options: -O3 -fPIC -lm

oneDNN

This is a test of the Intel oneDNN as an Intel-optimized library for Deep Neural Networks and making use of its built-in benchdnn functionality. The result is the total perf time reported. Intel oneDNN was formerly known as DNNL (Deep Neural Network Library) and MKL-DNN before being rebranded as part of Intel oneAPI. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.6Harness: IP Shapes 1D - Data Type: f32 - Engine: CPUABC0.98061.96122.94183.92244.9034.329744.358234.33329MIN: 4.22MIN: 4.23MIN: 4.231. (CXX) g++ options: -O3 -march=native -fopenmp -msse4.1 -fPIC -std=c++11 -pie -lpthread -ldl

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.6Harness: IP Shapes 3D - Data Type: f32 - Engine: CPUABC2468108.891848.519468.50269MIN: 8.64MIN: 8.28MIN: 8.21. (CXX) g++ options: -O3 -march=native -fopenmp -msse4.1 -fPIC -std=c++11 -pie -lpthread -ldl

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.6Harness: IP Shapes 1D - Data Type: u8s8f32 - Engine: CPUABC0.53381.06761.60142.13522.6692.365662.367092.37254MIN: 2.33MIN: 2.33MIN: 2.341. (CXX) g++ options: -O3 -march=native -fopenmp -msse4.1 -fPIC -std=c++11 -pie -lpthread -ldl

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.6Harness: IP Shapes 3D - Data Type: u8s8f32 - Engine: CPUABC0.54671.09341.64012.18682.73352.427912.205932.42991MIN: 2.04MIN: 2.16MIN: 2.051. (CXX) g++ options: -O3 -march=native -fopenmp -msse4.1 -fPIC -std=c++11 -pie -lpthread -ldl

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.6Harness: Convolution Batch Shapes Auto - Data Type: f32 - Engine: CPUABC51015202522.2122.1922.19MIN: 22.01MIN: 22.08MIN: 22.051. (CXX) g++ options: -O3 -march=native -fopenmp -msse4.1 -fPIC -std=c++11 -pie -lpthread -ldl

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.6Harness: Deconvolution Batch shapes_1d - Data Type: f32 - Engine: CPUABC36912159.687897.913709.69240MIN: 5.89MIN: 5.78MIN: 6.021. (CXX) g++ options: -O3 -march=native -fopenmp -msse4.1 -fPIC -std=c++11 -pie -lpthread -ldl

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.6Harness: Deconvolution Batch shapes_3d - Data Type: f32 - Engine: CPUABC2468106.782186.501856.52506MIN: 6.31MIN: 6.32MIN: 6.331. (CXX) g++ options: -O3 -march=native -fopenmp -msse4.1 -fPIC -std=c++11 -pie -lpthread -ldl

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.6Harness: Convolution Batch Shapes Auto - Data Type: u8s8f32 - Engine: CPUABC51015202520.0819.9720.00MIN: 19.8MIN: 19.5MIN: 19.681. (CXX) g++ options: -O3 -march=native -fopenmp -msse4.1 -fPIC -std=c++11 -pie -lpthread -ldl

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.6Harness: Deconvolution Batch shapes_1d - Data Type: u8s8f32 - Engine: CPUABC0.78381.56762.35143.13523.9193.479913.456363.48356MIN: 3.3MIN: 3.29MIN: 3.291. (CXX) g++ options: -O3 -march=native -fopenmp -msse4.1 -fPIC -std=c++11 -pie -lpthread -ldl

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.6Harness: Deconvolution Batch shapes_3d - Data Type: u8s8f32 - Engine: CPUABC1.04462.08923.13384.17845.2234.415194.398164.64280MIN: 4.25MIN: 4.26MIN: 4.261. (CXX) g++ options: -O3 -march=native -fopenmp -msse4.1 -fPIC -std=c++11 -pie -lpthread -ldl

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.6Harness: Recurrent Neural Network Training - Data Type: f32 - Engine: CPUABC80016002400320040003824.743815.123795.93MIN: 3817.7MIN: 3794.51MIN: 3769.051. (CXX) g++ options: -O3 -march=native -fopenmp -msse4.1 -fPIC -std=c++11 -pie -lpthread -ldl

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.6Harness: Recurrent Neural Network Inference - Data Type: f32 - Engine: CPUABC60012001800240030002634.862591.062626.08MIN: 2596.79MIN: 2548.91MIN: 2603.081. (CXX) g++ options: -O3 -march=native -fopenmp -msse4.1 -fPIC -std=c++11 -pie -lpthread -ldl

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.6Harness: Recurrent Neural Network Training - Data Type: u8s8f32 - Engine: CPUABC80016002400320040003868.063793.273818.63MIN: 3848.47MIN: 3781.01MIN: 3792.211. (CXX) g++ options: -O3 -march=native -fopenmp -msse4.1 -fPIC -std=c++11 -pie -lpthread -ldl

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.6Harness: Recurrent Neural Network Inference - Data Type: u8s8f32 - Engine: CPUABC60012001800240030002585.192604.172575.21MIN: 2573.64MIN: 2589.18MIN: 2562.961. (CXX) g++ options: -O3 -march=native -fopenmp -msse4.1 -fPIC -std=c++11 -pie -lpthread -ldl

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.6Harness: Matrix Multiply Batch Shapes Transformer - Data Type: f32 - Engine: CPUABC1.15142.30283.45424.60565.7574.889555.117124.87549MIN: 4.78MIN: 4.7MIN: 4.821. (CXX) g++ options: -O3 -march=native -fopenmp -msse4.1 -fPIC -std=c++11 -pie -lpthread -ldl

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.6Harness: Recurrent Neural Network Training - Data Type: bf16bf16bf16 - Engine: CPUABC80016002400320040003831.423869.683906.41MIN: 3776.15MIN: 3859.88MIN: 3823.961. (CXX) g++ options: -O3 -march=native -fopenmp -msse4.1 -fPIC -std=c++11 -pie -lpthread -ldl

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.6Harness: Recurrent Neural Network Inference - Data Type: bf16bf16bf16 - Engine: CPUABC60012001800240030002579.842579.912621.21MIN: 2569MIN: 2570.03MIN: 2609.811. (CXX) g++ options: -O3 -march=native -fopenmp -msse4.1 -fPIC -std=c++11 -pie -lpthread -ldl

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.6Harness: Matrix Multiply Batch Shapes Transformer - Data Type: u8s8f32 - Engine: CPUABC0.27830.55660.83491.11321.39151.236701.221661.21058MIN: 1.14MIN: 1.14MIN: 1.121. (CXX) g++ options: -O3 -march=native -fopenmp -msse4.1 -fPIC -std=c++11 -pie -lpthread -ldl

Java JMH

This very basic test profile runs the stock benchmark of the Java JMH benchmark via Maven. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgOps/s, More Is BetterJava JMHThroughputABC4000M8000M12000M16000M20000M16901421129.2116891125398.2016881940130.60

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: StandardABC120024003600480060005592554755931. (CXX) g++ options: -ffunction-sections -fdata-sections -march=native -mtune=native -O3 -flto -fno-fat-lto-objects -ldl -lrt -pthread -lpthread

OpenBenchmarking.orgInferences Per Minute, More Is BetterONNX Runtime 1.11Model: yolov4 - Device: CPU - Executor: StandardABC901802703604502742764251. (CXX) g++ options: -ffunction-sections -fdata-sections -march=native -mtune=native -O3 -flto -fno-fat-lto-objects -ldl -lrt -pthread -lpthread

OpenBenchmarking.orgInferences Per Minute, More Is BetterONNX Runtime 1.11Model: bertsquad-12 - Device: CPU - Executor: StandardABC1603204806408004734777301. (CXX) g++ options: -ffunction-sections -fdata-sections -march=native -mtune=native -O3 -flto -fno-fat-lto-objects -ldl -lrt -pthread -lpthread

OpenBenchmarking.orgInferences Per Minute, More Is BetterONNX Runtime 1.11Model: fcn-resnet101-11 - Device: CPU - Executor: StandardABC10203040504445441. (CXX) g++ options: -ffunction-sections -fdata-sections -march=native -mtune=native -O3 -flto -fno-fat-lto-objects -ldl -lrt -pthread -lpthread

OpenBenchmarking.orgInferences Per Minute, More Is BetterONNX Runtime 1.11Model: ArcFace ResNet-100 - Device: CPU - Executor: StandardABC3006009001200150013429249151. (CXX) g++ options: -ffunction-sections -fdata-sections -march=native -mtune=native -O3 -flto -fno-fat-lto-objects -ldl -lrt -pthread -lpthread

OpenBenchmarking.orgInferences Per Minute, More Is BetterONNX Runtime 1.11Model: super-resolution-10 - Device: CPU - Executor: StandardABC70014002100280035003119310933241. (CXX) g++ options: -ffunction-sections -fdata-sections -march=native -mtune=native -O3 -flto -fno-fat-lto-objects -ldl -lrt -pthread -lpthread

71 Results Shown

Ethr:
  TCP - Latency - 1
  TCP - Latency - 2
  TCP - Latency - 4
  TCP - Latency - 8
  TCP - Latency - 16
  TCP - Latency - 32
  TCP - Latency - 64
  TCP - Bandwidth - 1
  TCP - Bandwidth - 2
  TCP - Bandwidth - 4
  TCP - Bandwidth - 8
  UDP - Bandwidth - 1
  UDP - Bandwidth - 2
  UDP - Bandwidth - 2
  UDP - Bandwidth - 4
  UDP - Bandwidth - 4
  UDP - Bandwidth - 8
  UDP - Bandwidth - 8
  TCP - Bandwidth - 16
  TCP - Bandwidth - 32
  TCP - Bandwidth - 64
  UDP - Bandwidth - 16
  UDP - Bandwidth - 16
  UDP - Bandwidth - 32
  UDP - Bandwidth - 32
  UDP - Bandwidth - 64
  UDP - Bandwidth - 64
  TCP - Connections/s - 1
  TCP - Connections/s - 2
  TCP - Connections/s - 4
  TCP - Connections/s - 8
  TCP - Connections/s - 16
  TCP - Connections/s - 32
SVT-AV1:
  Preset 4 - Bosphorus 4K
  Preset 8 - Bosphorus 4K
  Preset 10 - Bosphorus 4K
  Preset 12 - Bosphorus 4K
  Preset 4 - Bosphorus 1080p
  Preset 8 - Bosphorus 1080p
  Preset 10 - Bosphorus 1080p
  Preset 12 - Bosphorus 1080p
libavif avifenc:
  0
  2
  6
  6, Lossless
  10, Lossless
oneDNN:
  IP Shapes 1D - f32 - CPU
  IP Shapes 3D - f32 - CPU
  IP Shapes 1D - u8s8f32 - CPU
  IP Shapes 3D - u8s8f32 - CPU
  Convolution Batch Shapes Auto - f32 - CPU
  Deconvolution Batch shapes_1d - f32 - CPU
  Deconvolution Batch shapes_3d - f32 - CPU
  Convolution Batch Shapes Auto - u8s8f32 - CPU
  Deconvolution Batch shapes_1d - u8s8f32 - CPU
  Deconvolution Batch shapes_3d - u8s8f32 - CPU
  Recurrent Neural Network Training - f32 - CPU
  Recurrent Neural Network Inference - f32 - CPU
  Recurrent Neural Network Training - u8s8f32 - CPU
  Recurrent Neural Network Inference - u8s8f32 - CPU
  Matrix Multiply Batch Shapes Transformer - f32 - CPU
  Recurrent Neural Network Training - bf16bf16bf16 - CPU
  Recurrent Neural Network Inference - bf16bf16bf16 - CPU
  Matrix Multiply Batch Shapes Transformer - u8s8f32 - CPU
Java JMH
ONNX Runtime:
  GPT-2 - CPU - Standard
  yolov4 - CPU - Standard
  bertsquad-12 - CPU - Standard
  fcn-resnet101-11 - CPU - Standard
  ArcFace ResNet-100 - CPU - Standard
  super-resolution-10 - CPU - Standard