AMD EPYC Genoa-X Linux 6.9 Kernel Benchmarks

Benchmarks by Michael Larabel for a future article.

Compare your own system(s) to this result file with the Phoronix Test Suite by running the command: phoronix-test-suite benchmark 2403282-NE-AMDEPYCGE98
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Linux 6.8
March 27
  6 Hours, 4 Minutes
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March 28
  6 Hours, 34 Minutes
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AMD EPYC Genoa-X Linux 6.9 Kernel BenchmarksOpenBenchmarking.orgPhoronix Test Suite2 x AMD EPYC 9684X 96-Core @ 2.55GHz (192 Cores / 384 Threads)AMD Titanite_4G (RTI1007B BIOS)AMD Device 14a41520GB3201GB Micron_7450_MTFDKCB3T2TFS + 257GB Flash DriveASPEEDBroadcom NetXtreme BCM5720 PCIeUbuntu 23.106.8.0-060800-generic (x86_64)6.9.0-060900rc1daily20240327-generic (x86_64)GCC 13.2.0ext41920x1200ProcessorMotherboardChipsetMemoryDiskGraphicsNetworkOSKernelsCompilerFile-SystemScreen ResolutionAMD EPYC Genoa-X Linux 6.9 Kernel Benchmarks PerformanceSystem Logs- Transparent Huge Pages: madvise- --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-bootstrap --enable-cet --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-gnu-unique-object --enable-languages=c,ada,c++,go,d,fortran,objc,obj-c++,m2 --enable-libphobos-checking=release --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-link-serialization=2 --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-defaulted --enable-offload-targets=nvptx-none=/build/gcc-13-XYspKM/gcc-13-13.2.0/debian/tmp-nvptx/usr,amdgcn-amdhsa=/build/gcc-13-XYspKM/gcc-13-13.2.0/debian/tmp-gcn/usr --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 performance (Boost: Enabled) - CPU Microcode: 0xa10113e - Python 3.11.6- Linux 6.8: gather_data_sampling: Not affected + itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + mmio_stale_data: Not affected + retbleed: Not affected + spec_rstack_overflow: Mitigation of Safe RET + spec_store_bypass: Mitigation of SSB disabled via prctl + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Enhanced / Automatic IBRS IBPB: conditional STIBP: always-on RSB filling PBRSB-eIBRS: Not affected + srbds: Not affected + tsx_async_abort: Not affected - Linux 6.9 27 Mar: gather_data_sampling: Not affected + itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + mmio_stale_data: Not affected + reg_file_data_sampling: Not affected + retbleed: Not affected + spec_rstack_overflow: Mitigation of Safe RET + spec_store_bypass: Mitigation of SSB disabled via prctl + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Enhanced / Automatic IBRS IBPB: conditional STIBP: always-on RSB filling PBRSB-eIBRS: Not affected + srbds: Not affected + tsx_async_abort: Not affected

Linux 6.8 vs. Linux 6.9 27 Mar ComparisonPhoronix Test SuiteBaseline+18.9%+18.9%+37.8%+37.8%+56.7%+56.7%75.4%11.2%10.8%9.5%9.3%8.5%8.1%7%6.8%5.2%5.1%5.1%4.7%4.5%4.4%4.4%3.9%3.3%3.2%3.1%3%3%2.8%2.7%2.7%2.6%2.5%2.4%2.3%2%llava-v1.5-7b-q4 - CPUS.V.M.PSemaphoresR.R.W.ROverwriteRead While WritingUpdate RandNUMAUpdate Randmistral-7b-instruct-v0.2.Q8_0 - CPUR.S.A.F.I - CPUR.S.A.F.I - CPURand ReadV.D.F.I - CPUContext SwitchingV.D.F.I - CPU32 - ProcessAVX-512 VNNIVector MathM.T.E.T.D.F - CPUM.T.E.T.D.F - CPUPreset 12 - Bosphorus 4KF.D.R.F.I - CPUF.D.R.F.I - CPUCORAL2 P2Rand ReadH.E.R.F.I - CPUMatrix MathH.E.R.F.I - CPUR.R.W.R2%1024LlamafileStress-NGStress-NGRocksDBRocksDBRocksDBRocksDBStress-NGSpeedbLlamafileOpenVINOOpenVINORocksDBOpenVINOStress-NGOpenVINOHackbenchStress-NGStress-NGOpenVINOOpenVINOSVT-AV1OpenVINOOpenVINOQuicksilverSpeedbOpenVINOStress-NGOpenVINOSpeedbMariaDB mariadb-slapLinux 6.8Linux 6.9 27 Mar

AMD EPYC Genoa-X Linux 6.9 Kernel Benchmarkssockperf: Throughputsockperf: Latency Under Loadquicksilver: CORAL2 P1quicksilver: CORAL2 P2namd: ATPase with 327,506 Atomsnamd: STMV with 1,066,628 Atomssvt-av1: Preset 4 - Bosphorus 4Ksvt-av1: Preset 8 - Bosphorus 4Ksvt-av1: Preset 12 - Bosphorus 4Ksvt-av1: Preset 13 - Bosphorus 4Kcompress-7zip: Compression Ratingcompress-7zip: Decompression Ratingbuild-godot: Time To Compilebuild-linux-kernel: defconfigbuild-linux-kernel: allmodconfigbuild-llvm: Ninjaospray-studio: 1 - 4K - 1 - Path Tracer - CPUospray-studio: 2 - 4K - 1 - Path Tracer - CPUospray-studio: 3 - 4K - 1 - Path Tracer - CPUospray-studio: 1 - 4K - 32 - Path Tracer - CPUospray-studio: 2 - 4K - 32 - Path Tracer - CPUospray-studio: 3 - 4K - 32 - Path Tracer - CPUhackbench: 32 - Processopenssl: SHA256openssl: SHA512openssl: RSA4096openssl: RSA4096openssl: ChaCha20openssl: AES-128-GCMopenssl: AES-256-GCMopenssl: ChaCha20-Poly1305mysqlslap: 1024tensorflow: CPU - 256 - ResNet-50tensorflow: CPU - 512 - ResNet-50stress-ng: NUMAstress-ng: Pthreadstress-ng: Semaphoresstress-ng: Matrix Mathstress-ng: Vector Mathstress-ng: AVX-512 VNNIstress-ng: Context Switchingstress-ng: System V Message Passingopenvino: Vehicle Detection FP16-INT8 - CPUopenvino: Vehicle Detection FP16-INT8 - CPUopenvino: Face Detection Retail FP16-INT8 - CPUopenvino: Face Detection Retail FP16-INT8 - CPUopenvino: Road Segmentation ADAS FP16-INT8 - CPUopenvino: Road Segmentation ADAS FP16-INT8 - CPUopenvino: Machine Translation EN To DE FP16 - CPUopenvino: Machine Translation EN To DE FP16 - CPUopenvino: Noise Suppression Poconet-Like FP16 - CPUopenvino: Noise Suppression Poconet-Like FP16 - CPUopenvino: Handwritten English Recognition FP16-INT8 - CPUopenvino: Handwritten English Recognition FP16-INT8 - CPUrocksdb: Overwriterocksdb: Rand Readrocksdb: Update Randrocksdb: Read While Writingrocksdb: Read Rand Write Randspeedb: Rand Readspeedb: Update Randspeedb: Read Rand Write Randllamafile: llava-v1.5-7b-q4 - CPUllamafile: mistral-7b-instruct-v0.2.Q8_0 - CPULinux 6.8Linux 6.9 27 Mar31938616.356177133331587333320.753826.460628.43186.617159.513157.918833319135735187.48226.914198.99086.39955856365917788178342098410.8362843498040939201557317797844.23232989.310955646645572003432456830173598466780377716398799351117.77136.82646.3458297.64264112681.09915179.071306706.1918968297.9440075791.1325534145.8711218.124.2634785.755.503864.6512.401086.4844.137703.0323.595765.9133.2538152310472908633757142066532431825721084511886293746160389112.0312.7932402916.109179033331629444420.684416.389038.56588.143164.308159.118821061134562187.39226.880196.88186.71955956365517746178772091410.4252839713830209131561355797661.73230787.610931887499472001406545920173204881171377476188128752119.29136.37691.5459057.15292541552.77937042.031349057.5119594674.6741854298.6828384870.1511719.994.0835740.915.354063.1111.801119.5642.827762.0923.505898.0632.4341686010960819514062582241814034848771112167042313791157210921.1013.46OpenBenchmarking.org

Sockperf

This is a network socket API performance benchmark developed by Mellanox. This test profile runs both the client and server on the local host for evaluating individual system performance. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMessages Per Second, More Is BetterSockperf 3.7Test: ThroughputLinux 6.8Linux 6.9 27 Mar70K140K210K280K350KSE +/- 2015.52, N = 5SE +/- 3244.28, N = 63193863240291. (CXX) g++ options: --param -O3 -rdynamic

OpenBenchmarking.orgusec, Fewer Is BetterSockperf 3.7Test: Latency Under LoadLinux 6.8Linux 6.9 27 Mar48121620SE +/- 0.13, N = 10SE +/- 0.12, N = 2416.3616.111. (CXX) g++ options: --param -O3 -rdynamic

Quicksilver

Quicksilver is a proxy application that represents some elements of the Mercury workload by solving a simplified dynamic Monte Carlo particle transport problem. Quicksilver is developed by Lawrence Livermore National Laboratory (LLNL) and this test profile currently makes use of the OpenMP CPU threaded code path. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFigure Of Merit, More Is BetterQuicksilver 20230818Input: CORAL2 P1Linux 6.8Linux 6.9 27 Mar4M8M12M16M20MSE +/- 17638.34, N = 3SE +/- 156027.06, N = 317713333179033331. (CXX) g++ options: -fopenmp -O3 -march=native

OpenBenchmarking.orgFigure Of Merit, More Is BetterQuicksilver 20230818Input: CORAL2 P2Linux 6.8Linux 6.9 27 Mar3M6M9M12M15MSE +/- 81921.37, N = 3SE +/- 272810.02, N = 915873333162944441. (CXX) g++ options: -fopenmp -O3 -march=native

NAMD

NAMD is a parallel molecular dynamics code designed for high-performance simulation of large biomolecular systems. NAMD was developed by the Theoretical and Computational Biophysics Group in the Beckman Institute for Advanced Science and Technology at the University of Illinois at Urbana-Champaign. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgns/day, More Is BetterNAMD 3.0b6Input: ATPase with 327,506 AtomsLinux 6.8Linux 6.9 27 Mar510152025SE +/- 0.03, N = 3SE +/- 0.07, N = 320.7520.68

OpenBenchmarking.orgns/day, More Is BetterNAMD 3.0b6Input: STMV with 1,066,628 AtomsLinux 6.8Linux 6.9 27 Mar246810SE +/- 0.00857, N = 3SE +/- 0.00170, N = 36.460626.38903

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 2.0Encoder Mode: Preset 4 - Input: Bosphorus 4KLinux 6.8Linux 6.9 27 Mar246810SE +/- 0.052, N = 3SE +/- 0.054, N = 38.4318.5651. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 2.0Encoder Mode: Preset 8 - Input: Bosphorus 4KLinux 6.8Linux 6.9 27 Mar20406080100SE +/- 0.60, N = 15SE +/- 0.66, N = 1586.6288.141. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 2.0Encoder Mode: Preset 12 - Input: Bosphorus 4KLinux 6.8Linux 6.9 27 Mar4080120160200SE +/- 1.75, N = 3SE +/- 0.71, N = 3159.51164.311. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 2.0Encoder Mode: Preset 13 - Input: Bosphorus 4KLinux 6.8Linux 6.9 27 Mar4080120160200SE +/- 1.80, N = 15SE +/- 1.96, N = 15157.92159.121. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq

7-Zip Compression

This is a test of 7-Zip compression/decompression with its integrated benchmark feature. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMIPS, More Is Better7-Zip Compression 22.01Test: Compression RatingLinux 6.8Linux 6.9 27 Mar200K400K600K800K1000KSE +/- 3228.95, N = 3SE +/- 6757.68, N = 38333198210611. (CXX) g++ options: -lpthread -ldl -O2 -fPIC

OpenBenchmarking.orgMIPS, More Is Better7-Zip Compression 22.01Test: Decompression RatingLinux 6.8Linux 6.9 27 Mar300K600K900K1200K1500KSE +/- 3867.90, N = 3SE +/- 9219.74, N = 3135735113456211. (CXX) g++ options: -lpthread -ldl -O2 -fPIC

Timed Godot Game Engine Compilation

This test times how long it takes to compile the Godot Game Engine. Godot is a popular, open-source, cross-platform 2D/3D game engine and is built using the SCons build system and targeting the X11 platform. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Godot Game Engine Compilation 4.0Time To CompileLinux 6.8Linux 6.9 27 Mar20406080100SE +/- 0.07, N = 3SE +/- 0.09, N = 387.4887.39

Timed Linux Kernel Compilation

This test times how long it takes to build the Linux kernel in a default configuration (defconfig) for the architecture being tested or alternatively an allmodconfig for building all possible kernel modules for the build. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Linux Kernel Compilation 6.8Build: defconfigLinux 6.8Linux 6.9 27 Mar612182430SE +/- 0.16, N = 14SE +/- 0.22, N = 826.9126.88

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Linux Kernel Compilation 6.8Build: allmodconfigLinux 6.8Linux 6.9 27 Mar4080120160200SE +/- 1.25, N = 3SE +/- 0.54, N = 3198.99196.88

Timed LLVM Compilation

This test times how long it takes to compile/build the LLVM compiler stack. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed LLVM Compilation 16.0Build System: NinjaLinux 6.8Linux 6.9 27 Mar20406080100SE +/- 0.59, N = 3SE +/- 1.00, N = 386.4086.72

OSPRay Studio

Intel OSPRay Studio is an open-source, interactive visualization and ray-tracing software package. OSPRay Studio makes use of Intel OSPRay, a portable ray-tracing engine for high-performance, high-fidelity visualizations. OSPRay builds off Intel's Embree and Intel SPMD Program Compiler (ISPC) components as part of the oneAPI rendering toolkit. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgms, Fewer Is BetterOSPRay Studio 1.0Camera: 1 - Resolution: 4K - Samples Per Pixel: 1 - Renderer: Path Tracer - Acceleration: CPULinux 6.8Linux 6.9 27 Mar120240360480600SE +/- 1.00, N = 3SE +/- 1.15, N = 3558559

OpenBenchmarking.orgms, Fewer Is BetterOSPRay Studio 1.0Camera: 2 - Resolution: 4K - Samples Per Pixel: 1 - Renderer: Path Tracer - Acceleration: CPULinux 6.8Linux 6.9 27 Mar120240360480600SE +/- 1.33, N = 3SE +/- 1.53, N = 3563563

OpenBenchmarking.orgms, Fewer Is BetterOSPRay Studio 1.0Camera: 3 - Resolution: 4K - Samples Per Pixel: 1 - Renderer: Path Tracer - Acceleration: CPULinux 6.8Linux 6.9 27 Mar140280420560700SE +/- 3.28, N = 3SE +/- 0.58, N = 3659655

OpenBenchmarking.orgms, Fewer Is BetterOSPRay Studio 1.0Camera: 1 - Resolution: 4K - Samples Per Pixel: 32 - Renderer: Path Tracer - Acceleration: CPULinux 6.8Linux 6.9 27 Mar4K8K12K16K20KSE +/- 60.00, N = 3SE +/- 64.98, N = 31778817746

OpenBenchmarking.orgms, Fewer Is BetterOSPRay Studio 1.0Camera: 2 - Resolution: 4K - Samples Per Pixel: 32 - Renderer: Path Tracer - Acceleration: CPULinux 6.8Linux 6.9 27 Mar4K8K12K16K20KSE +/- 30.37, N = 3SE +/- 68.53, N = 31783417877

OpenBenchmarking.orgms, Fewer Is BetterOSPRay Studio 1.0Camera: 3 - Resolution: 4K - Samples Per Pixel: 32 - Renderer: Path Tracer - Acceleration: CPULinux 6.8Linux 6.9 27 Mar4K8K12K16K20KSE +/- 40.08, N = 3SE +/- 48.89, N = 32098420914

Hackbench

This is a benchmark of Hackbench, a test of the Linux kernel scheduler. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterHackbenchCount: 32 - Type: ProcessLinux 6.8Linux 6.9 27 Mar3691215SE +/- 0.13, N = 4SE +/- 0.14, N = 310.8410.431. (CC) gcc options: -lpthread

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 3.1Algorithm: SHA256Linux 6.8Linux 6.9 27 Mar60000M120000M180000M240000M300000MSE +/- 6021947.24, N = 3SE +/- 91878369.01, N = 32843498040932839713830201. (CC) gcc options: -pthread -m64 -O3 -ldl

OpenBenchmarking.orgbyte/s, More Is BetterOpenSSL 3.1Algorithm: SHA512Linux 6.8Linux 6.9 27 Mar20000M40000M60000M80000M100000MSE +/- 24428915.02, N = 3SE +/- 200003199.85, N = 392015573177913156135571. (CC) gcc options: -pthread -m64 -O3 -ldl

OpenBenchmarking.orgsign/s, More Is BetterOpenSSL 3.1Algorithm: RSA4096Linux 6.8Linux 6.9 27 Mar20K40K60K80K100KSE +/- 54.75, N = 3SE +/- 73.99, N = 397844.297661.71. (CC) gcc options: -pthread -m64 -O3 -ldl

OpenBenchmarking.orgverify/s, More Is BetterOpenSSL 3.1Algorithm: RSA4096Linux 6.8Linux 6.9 27 Mar700K1400K2100K2800K3500KSE +/- 1592.51, N = 3SE +/- 1390.93, N = 33232989.33230787.61. (CC) gcc options: -pthread -m64 -O3 -ldl

OpenBenchmarking.orgbyte/s, More Is BetterOpenSSL 3.1Algorithm: ChaCha20Linux 6.8Linux 6.9 27 Mar200000M400000M600000M800000M1000000MSE +/- 5401967811.92, N = 3SE +/- 4778305950.15, N = 3109556466455710931887499471. (CC) gcc options: -pthread -m64 -O3 -ldl

OpenBenchmarking.orgbyte/s, More Is BetterOpenSSL 3.1Algorithm: AES-128-GCMLinux 6.8Linux 6.9 27 Mar400000M800000M1200000M1600000M2000000MSE +/- 5046453117.89, N = 3SE +/- 483814569.81, N = 3200343245683020014065459201. (CC) gcc options: -pthread -m64 -O3 -ldl

OpenBenchmarking.orgbyte/s, More Is BetterOpenSSL 3.1Algorithm: AES-256-GCMLinux 6.8Linux 6.9 27 Mar400000M800000M1200000M1600000M2000000MSE +/- 826670837.74, N = 3SE +/- 1466705411.41, N = 3173598466780317320488117131. (CC) gcc options: -pthread -m64 -O3 -ldl

OpenBenchmarking.orgbyte/s, More Is BetterOpenSSL 3.1Algorithm: ChaCha20-Poly1305Linux 6.8Linux 6.9 27 Mar170000M340000M510000M680000M850000MSE +/- 372177165.42, N = 3SE +/- 709551963.95, N = 37771639879937747618812871. (CC) gcc options: -pthread -m64 -O3 -ldl

MariaDB mariadb-slap

This is a MariaDB MySQL database server benchmark making use of mysqlslap (mariadb-slap). Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgQueries Per Second, More Is BetterMariaDB mariadb-slap 11.5Clients: 1024Linux 6.8Linux 6.9 27 Mar1224364860SE +/- 0.46, N = 3SE +/- 0.26, N = 351521. (CXX) g++ options: -fPIC -pie -fstack-protector -O3 -shared -lrt -lpthread -lz -ldl -lm -lstdc++

TensorFlow

This is a benchmark of the TensorFlow deep learning framework using the TensorFlow reference benchmarks (tensorflow/benchmarks with tf_cnn_benchmarks.py). Note with the Phoronix Test Suite there is also pts/tensorflow-lite for benchmarking the TensorFlow Lite binaries if desired for complementary metrics. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgimages/sec, More Is BetterTensorFlow 2.16.1Device: CPU - Batch Size: 256 - Model: ResNet-50Linux 6.8Linux 6.9 27 Mar306090120150SE +/- 0.34, N = 3SE +/- 0.86, N = 3117.77119.29

OpenBenchmarking.orgimages/sec, More Is BetterTensorFlow 2.16.1Device: CPU - Batch Size: 512 - Model: ResNet-50Linux 6.8Linux 6.9 27 Mar306090120150SE +/- 0.10, N = 3SE +/- 0.14, N = 3136.82136.37

Stress-NG

Stress-NG is a Linux stress tool developed by Colin Ian King. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.16.04Test: NUMALinux 6.8Linux 6.9 27 Mar150300450600750SE +/- 2.59, N = 3SE +/- 0.95, N = 3646.34691.541. (CXX) g++ options: -O2 -std=gnu99 -lc

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.16.04Test: PthreadLinux 6.8Linux 6.9 27 Mar13K26K39K52K65KSE +/- 649.26, N = 3SE +/- 308.02, N = 258297.6459057.151. (CXX) g++ options: -O2 -std=gnu99 -lc

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.16.04Test: SemaphoresLinux 6.8Linux 6.9 27 Mar60M120M180M240M300MSE +/- 1107000.14, N = 3SE +/- 1842285.12, N = 3264112681.09292541552.771. (CXX) g++ options: -O2 -std=gnu99 -lc

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.16.04Test: Matrix MathLinux 6.8Linux 6.9 27 Mar200K400K600K800K1000KSE +/- 3353.49, N = 3SE +/- 4156.75, N = 3915179.07937042.031. (CXX) g++ options: -O2 -std=gnu99 -lc

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.16.04Test: Vector MathLinux 6.8Linux 6.9 27 Mar300K600K900K1200K1500KSE +/- 1312.02, N = 3SE +/- 1326.11, N = 31306706.191349057.511. (CXX) g++ options: -O2 -std=gnu99 -lc

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.16.04Test: AVX-512 VNNILinux 6.8Linux 6.9 27 Mar4M8M12M16M20MSE +/- 19220.66, N = 3SE +/- 25357.28, N = 318968297.9419594674.671. (CXX) g++ options: -O2 -std=gnu99 -lc

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.16.04Test: Context SwitchingLinux 6.8Linux 6.9 27 Mar9M18M27M36M45MSE +/- 130933.36, N = 3SE +/- 110197.66, N = 340075791.1341854298.681. (CXX) g++ options: -O2 -std=gnu99 -lc

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.16.04Test: System V Message PassingLinux 6.8Linux 6.9 27 Mar6M12M18M24M30MSE +/- 770160.74, N = 12SE +/- 9139.64, N = 325534145.8728384870.151. (CXX) g++ options: -O2 -std=gnu99 -lc

OpenVINO

This is a test of the Intel OpenVINO, a toolkit around neural networks, using its built-in benchmarking support and analyzing the throughput and latency for various models. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2024.0Model: Vehicle Detection FP16-INT8 - Device: CPULinux 6.8Linux 6.9 27 Mar3K6K9K12K15KSE +/- 5.76, N = 3SE +/- 24.42, N = 311218.1211719.991. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2024.0Model: Vehicle Detection FP16-INT8 - Device: CPULinux 6.8Linux 6.9 27 Mar0.95851.9172.87553.8344.7925SE +/- 0.00, N = 3SE +/- 0.01, N = 34.264.08MIN: 3.76 / MAX: 20.9MIN: 3.64 / MAX: 20.851. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2024.0Model: Face Detection Retail FP16-INT8 - Device: CPULinux 6.8Linux 6.9 27 Mar8K16K24K32K40KSE +/- 19.55, N = 3SE +/- 83.35, N = 334785.7535740.911. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2024.0Model: Face Detection Retail FP16-INT8 - Device: CPULinux 6.8Linux 6.9 27 Mar1.23752.4753.71254.956.1875SE +/- 0.00, N = 3SE +/- 0.01, N = 35.505.35MIN: 4.83 / MAX: 27MIN: 4.84 / MAX: 24.911. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2024.0Model: Road Segmentation ADAS FP16-INT8 - Device: CPULinux 6.8Linux 6.9 27 Mar9001800270036004500SE +/- 1.98, N = 3SE +/- 3.68, N = 33864.654063.111. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2024.0Model: Road Segmentation ADAS FP16-INT8 - Device: CPULinux 6.8Linux 6.9 27 Mar3691215SE +/- 0.01, N = 3SE +/- 0.01, N = 312.4011.80MIN: 11.56 / MAX: 38.83MIN: 11.09 / MAX: 37.41. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2024.0Model: Machine Translation EN To DE FP16 - Device: CPULinux 6.8Linux 6.9 27 Mar2004006008001000SE +/- 1.18, N = 3SE +/- 0.57, N = 31086.481119.561. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2024.0Model: Machine Translation EN To DE FP16 - Device: CPULinux 6.8Linux 6.9 27 Mar1020304050SE +/- 0.05, N = 3SE +/- 0.02, N = 344.1342.82MIN: 36.04 / MAX: 216.03MIN: 34.68 / MAX: 192.441. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2024.0Model: Noise Suppression Poconet-Like FP16 - Device: CPULinux 6.8Linux 6.9 27 Mar17003400510068008500SE +/- 90.39, N = 3SE +/- 55.96, N = 37703.037762.091. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2024.0Model: Noise Suppression Poconet-Like FP16 - Device: CPULinux 6.8Linux 6.9 27 Mar612182430SE +/- 0.34, N = 3SE +/- 0.26, N = 323.5923.50MIN: 9.67 / MAX: 85.05MIN: 9.59 / MAX: 65.241. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2024.0Model: Handwritten English Recognition FP16-INT8 - Device: CPULinux 6.8Linux 6.9 27 Mar13002600390052006500SE +/- 9.86, N = 3SE +/- 26.57, N = 35765.915898.061. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2024.0Model: Handwritten English Recognition FP16-INT8 - Device: CPULinux 6.8Linux 6.9 27 Mar816243240SE +/- 0.05, N = 3SE +/- 0.13, N = 333.2532.43MIN: 29.55 / MAX: 52.69MIN: 29.07 / MAX: 50.081. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl

RocksDB

This is a benchmark of Meta/Facebook's RocksDB as an embeddable persistent key-value store for fast storage based on Google's LevelDB. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgOp/s, More Is BetterRocksDB 9.0Test: OverwriteLinux 6.8Linux 6.9 27 Mar90K180K270K360K450KSE +/- 180.51, N = 3SE +/- 1320.84, N = 33815234168601. (CXX) g++ options: -O3 -march=native -pthread -fno-builtin-memcmp -fno-rtti -lpthread

OpenBenchmarking.orgOp/s, More Is BetterRocksDB 9.0Test: Random ReadLinux 6.8Linux 6.9 27 Mar200M400M600M800M1000MSE +/- 4458137.36, N = 3SE +/- 2941599.90, N = 3104729086310960819511. (CXX) g++ options: -O3 -march=native -pthread -fno-builtin-memcmp -fno-rtti -lpthread

OpenBenchmarking.orgOp/s, More Is BetterRocksDB 9.0Test: Update RandomLinux 6.8Linux 6.9 27 Mar90K180K270K360K450KSE +/- 379.66, N = 3SE +/- 1155.95, N = 33757144062581. (CXX) g++ options: -O3 -march=native -pthread -fno-builtin-memcmp -fno-rtti -lpthread

OpenBenchmarking.orgOp/s, More Is BetterRocksDB 9.0Test: Read While WritingLinux 6.8Linux 6.9 27 Mar5M10M15M20M25MSE +/- 155882.11, N = 3SE +/- 390827.28, N = 1220665324224181401. (CXX) g++ options: -O3 -march=native -pthread -fno-builtin-memcmp -fno-rtti -lpthread

OpenBenchmarking.orgOp/s, More Is BetterRocksDB 9.0Test: Read Random Write RandomLinux 6.8Linux 6.9 27 Mar700K1400K2100K2800K3500KSE +/- 3761.31, N = 3SE +/- 3987.34, N = 3318257234848771. (CXX) g++ options: -O3 -march=native -pthread -fno-builtin-memcmp -fno-rtti -lpthread

Speedb

Speedb is a next-generation key value storage engine that is RocksDB compatible and aiming for stability, efficiency, and performance. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgOp/s, More Is BetterSpeedb 2.7Test: Random ReadLinux 6.8Linux 6.9 27 Mar200M400M600M800M1000MSE +/- 5405476.66, N = 3SE +/- 848602.66, N = 3108451188611121670421. (CXX) g++ options: -O3 -march=native -pthread -fno-builtin-memcmp -fno-rtti -lpthread

OpenBenchmarking.orgOp/s, More Is BetterSpeedb 2.7Test: Update RandomLinux 6.8Linux 6.9 27 Mar70K140K210K280K350KSE +/- 945.90, N = 3SE +/- 2172.75, N = 32937463137911. (CXX) g++ options: -O3 -march=native -pthread -fno-builtin-memcmp -fno-rtti -lpthread

OpenBenchmarking.orgOp/s, More Is BetterSpeedb 2.7Test: Read Random Write RandomLinux 6.8Linux 6.9 27 Mar300K600K900K1200K1500KSE +/- 2371.05, N = 3SE +/- 7976.44, N = 3160389115721091. (CXX) g++ options: -O3 -march=native -pthread -fno-builtin-memcmp -fno-rtti -lpthread

Llamafile

Mozilla's Llamafile allows distributing and running large language models (LLMs) as a single file. Llamafile aims to make open-source LLMs more accessible to developers and users. Llamafile supports a variety of models, CPUs and GPUs, and other options. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgTokens Per Second, More Is BetterLlamafile 0.6Test: llava-v1.5-7b-q4 - Acceleration: CPULinux 6.8Linux 6.9 27 Mar510152025SE +/- 0.42, N = 15SE +/- 0.49, N = 1512.0321.10

OpenBenchmarking.orgTokens Per Second, More Is BetterLlamafile 0.6Test: mistral-7b-instruct-v0.2.Q8_0 - Acceleration: CPULinux 6.8Linux 6.9 27 Mar3691215SE +/- 0.04, N = 3SE +/- 0.04, N = 312.7913.46

64 Results Shown

Sockperf:
  Throughput
  Latency Under Load
Quicksilver:
  CORAL2 P1
  CORAL2 P2
NAMD:
  ATPase with 327,506 Atoms
  STMV with 1,066,628 Atoms
SVT-AV1:
  Preset 4 - Bosphorus 4K
  Preset 8 - Bosphorus 4K
  Preset 12 - Bosphorus 4K
  Preset 13 - Bosphorus 4K
7-Zip Compression:
  Compression Rating
  Decompression Rating
Timed Godot Game Engine Compilation
Timed Linux Kernel Compilation:
  defconfig
  allmodconfig
Timed LLVM Compilation
OSPRay Studio:
  1 - 4K - 1 - Path Tracer - CPU
  2 - 4K - 1 - Path Tracer - CPU
  3 - 4K - 1 - Path Tracer - CPU
  1 - 4K - 32 - Path Tracer - CPU
  2 - 4K - 32 - Path Tracer - CPU
  3 - 4K - 32 - Path Tracer - CPU
Hackbench
OpenSSL:
  SHA256
  SHA512
  RSA4096
  RSA4096
  ChaCha20
  AES-128-GCM
  AES-256-GCM
  ChaCha20-Poly1305
MariaDB mariadb-slap
TensorFlow:
  CPU - 256 - ResNet-50
  CPU - 512 - ResNet-50
Stress-NG:
  NUMA
  Pthread
  Semaphores
  Matrix Math
  Vector Math
  AVX-512 VNNI
  Context Switching
  System V Message Passing
OpenVINO:
  Vehicle Detection FP16-INT8 - CPU:
    FPS
    ms
  Face Detection Retail FP16-INT8 - CPU:
    FPS
    ms
  Road Segmentation ADAS FP16-INT8 - CPU:
    FPS
    ms
  Machine Translation EN To DE FP16 - CPU:
    FPS
    ms
  Noise Suppression Poconet-Like FP16 - CPU:
    FPS
    ms
  Handwritten English Recognition FP16-INT8 - CPU:
    FPS
    ms
RocksDB:
  Overwrite
  Rand Read
  Update Rand
  Read While Writing
  Read Rand Write Rand
Speedb:
  Rand Read
  Update Rand
  Read Rand Write Rand
Llamafile:
  llava-v1.5-7b-q4 - CPU
  mistral-7b-instruct-v0.2.Q8_0 - CPU