Ubuntu Kernel Comparison Low-Latency Kernel

AMD EPYC 8534P 64-Core testing with a AMD Cinnabar (RCB1009C BIOS) and ASPEED on Ubuntu 23.10 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 2401290-NE-UBUNTUKER76
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6.5.0-15-lowlatency
January 29
  8 Hours, 38 Minutes
6.5.0-15-generic
January 29
  8 Hours
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6.5.0-15-lowlatency

Processor: AMD EPYC 8534P 64-Core @ 2.30GHz (64 Cores / 128 Threads), Motherboard: AMD Cinnabar (RCB1009C BIOS), Chipset: AMD Device 14a4, Memory: 6 x 32GB DRAM-4800MT/s Samsung M321R4GA0BB0-CQKMG, Disk: 3201GB Micron_7450_MTFDKCB3T2TFS, Graphics: ASPEED, Network: 2 x Broadcom NetXtreme BCM5720 PCIe

OS: Ubuntu 23.10, Kernel: 6.5.0-15-lowlatency (x86_64), Desktop: GNOME Shell, Display Server: X Server 1.21.1.7, Compiler: GCC 13.2.0, File-System: ext4, Screen Resolution: 1920x1200

Kernel Notes: Transparent Huge Pages: madvise
Compiler Notes: --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-FTCNCZ/gcc-13-13.2.0/debian/tmp-nvptx/usr,amdgcn-amdhsa=/build/gcc-13-FTCNCZ/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
Processor Notes: Scaling Governor: acpi-cpufreq performance (Boost: Enabled) - CPU Microcode: 0xaa00212
Java Notes: OpenJDK Runtime Environment (build 11.0.20+8-post-Ubuntu-1ubuntu1)
Python Notes: Python 3.11.5
Security Notes: 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

6.5.0-15-generic

OS: Ubuntu 23.10, Kernel: 6.5.0-15-generic (x86_64), Desktop: GNOME Shell, Display Server: X Server 1.21.1.7, Compiler: GCC 13.2.0, File-System: ext4, Screen Resolution: 1920x1200

Ubuntu Kernel Comparison Low-Latency KernelOpenBenchmarking.orgPhoronix Test SuiteAMD EPYC 8534P 64-Core @ 2.30GHz (64 Cores / 128 Threads)AMD Cinnabar (RCB1009C BIOS)AMD Device 14a46 x 32GB DRAM-4800MT/s Samsung M321R4GA0BB0-CQKMG3201GB Micron_7450_MTFDKCB3T2TFSASPEED2 x Broadcom NetXtreme BCM5720 PCIeUbuntu 23.106.5.0-15-lowlatency (x86_64)6.5.0-15-generic (x86_64)GNOME ShellX Server 1.21.1.7GCC 13.2.0ext41920x1200ProcessorMotherboardChipsetMemoryDiskGraphicsNetworkOSKernelsDesktopDisplay ServerCompilerFile-SystemScreen ResolutionUbuntu Kernel Comparison Low-Latency Kernel BenchmarksSystem 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-FTCNCZ/gcc-13-13.2.0/debian/tmp-nvptx/usr,amdgcn-amdhsa=/build/gcc-13-FTCNCZ/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: 0xaa00212 - OpenJDK Runtime Environment (build 11.0.20+8-post-Ubuntu-1ubuntu1)- Python 3.11.5- 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

6.5.0-15-lowlatency vs. 6.5.0-15-generic ComparisonPhoronix Test SuiteBaseline+30.2%+30.2%+60.4%+60.4%+90.6%+90.6%120.6%10.3%10.1%8.6%6%4.1%4%4%3.5%3.3%3.3%3.2%2.7%2.7%2.6%2.6%2.6%2.2%2.2%2.1%2%2%2%Socket ActivityPipeNUMAIO_uring9.7%d.S.M.S - Mesh TimeForking8.3%1000 - 1000 - Read Write - Average Latency6.4%1000 - 1000 - Read Write6.4%S.V.M.PPthread4.8%Tradebeans4.6%SemaphoresFutexBosphorus 4K - Ultra FastMixed Scheduler3.9%Apache Tomcat10 - Bosphorus 4KR.O.R.S.IApache Xalan XSLT3.2%CPU CacheG.C.S.F2.9%allmodconfig16 - ThreadSENDFILEGraphChiMutex100 - 1000 - Read Only - Average Latency100 - 1000 - Read OnlyPreset 12 - Bosphorus 4KZ.1.2.B.I.P2.1%defconfig7 - Bosphorus 1080pCPU - 1 - ResNet-50Stress-NGStress-NGStress-NGStress-NGOpenFOAMStress-NGPostgreSQLPostgreSQLStress-NGStress-NGDaCapo BenchmarkStress-NGStress-NGuvg266Stress-NGDaCapo BenchmarkSVT-HEVCOpenRadiossDaCapo BenchmarkStress-NGStress-NGTimed Linux Kernel CompilationHackbenchStress-NGDaCapo BenchmarkStress-NGPostgreSQLPostgreSQLSVT-AV1DaCapo BenchmarkTimed Linux Kernel CompilationSVT-HEVCPyTorch6.5.0-15-lowlatency6.5.0-15-generic

Ubuntu Kernel Comparison Low-Latency Kernelpytorch: CPU - 1 - ResNet-50pytorch: CPU - 16 - ResNet-50pytorch: CPU - 32 - ResNet-50stress-ng: Hashstress-ng: MMAPstress-ng: NUMAstress-ng: Pipestress-ng: Pollstress-ng: Zlibstress-ng: Futexstress-ng: MEMFDstress-ng: Mutexstress-ng: Atomicstress-ng: Cryptostress-ng: Mallocstress-ng: Cloningstress-ng: Forkingstress-ng: Pthreadstress-ng: AVL Treestress-ng: IO_uringstress-ng: SENDFILEstress-ng: CPU Cachestress-ng: CPU Stressstress-ng: Semaphoresstress-ng: Matrix Mathstress-ng: Vector Mathstress-ng: AVX-512 VNNIstress-ng: Function Callstress-ng: x86_64 RdRandstress-ng: Floating Pointstress-ng: Matrix 3D Mathstress-ng: Memory Copyingstress-ng: Vector Shufflestress-ng: Mixed Schedulerstress-ng: Socket Activitystress-ng: Wide Vector Mathstress-ng: Context Switchingstress-ng: Fused Multiply-Addstress-ng: Vector Floating Pointstress-ng: Glibc C String Functionsstress-ng: Glibc Qsort Data Sortingstress-ng: System V Message Passingopenssl: SHA256openssl: SHA512openssl: ChaCha20openssl: AES-128-GCMopenssl: AES-256-GCMopenssl: ChaCha20-Poly1305quicksilver: CTS2quicksilver: CORAL2 P1quicksilver: CORAL2 P2embree: Pathtracer ISPC - Crownembree: Pathtracer ISPC - Asian Dragonembree: Pathtracer ISPC - Asian Dragon Objsvt-av1: Preset 4 - Bosphorus 4Ksvt-av1: Preset 8 - Bosphorus 4Ksvt-av1: Preset 12 - Bosphorus 4Ksvt-av1: Preset 13 - Bosphorus 4Ksvt-hevc: 1 - Bosphorus 4Ksvt-hevc: 7 - Bosphorus 4Ksvt-hevc: 10 - Bosphorus 4Ksvt-hevc: 1 - Bosphorus 1080psvt-hevc: 7 - Bosphorus 1080psvt-hevc: 10 - Bosphorus 1080puvg266: Bosphorus 4K - Ultra Fastvvenc: Bosphorus 4K - Fastvvenc: Bosphorus 4K - Fastervvenc: Bosphorus 1080p - Fastvvenc: Bosphorus 1080p - Fasterx265: Bosphorus 4Kxmrig: Monero - 1Mxmrig: Wownero - 1Mtensorflow: CPU - 1 - ResNet-50tensorflow: CPU - 256 - ResNet-50compress-7zip: Compression Ratingcompress-7zip: Decompression Ratingnginx: 500nginx: 1000openssl: RSA4096pgbench: 100 - 1000 - Read Onlypgbench: 100 - 1000 - Read Writepgbench: 1000 - 1000 - Read Onlypgbench: 1000 - 1000 - Read Writeopenssl: RSA4096namd: ATPase Simulation - 327,506 Atomsospray-studio: 1 - 4K - 1 - Path Tracer - CPUospray-studio: 2 - 4K - 1 - Path Tracer - CPUospray-studio: 3 - 4K - 1 - Path Tracer - CPUospray-studio: 1 - 4K - 16 - Path Tracer - CPUospray-studio: 1 - 4K - 32 - Path Tracer - CPUospray-studio: 2 - 4K - 16 - Path Tracer - CPUospray-studio: 2 - 4K - 32 - Path Tracer - CPUospray-studio: 3 - 4K - 16 - Path Tracer - CPUospray-studio: 3 - 4K - 32 - Path Tracer - CPUpgbench: 100 - 1000 - Read Only - Average Latencypgbench: 100 - 1000 - Read Write - Average Latencypgbench: 1000 - 1000 - Read Only - Average Latencypgbench: 1000 - 1000 - Read Write - Average Latencydacapobench: Jythondacapobench: Eclipsedacapobench: GraphChidacapobench: Tradesoapdacapobench: Tradebeansdacapobench: Spring Bootdacapobench: Apache Kafkadacapobench: Apache Tomcatdacapobench: jMonkeyEnginedacapobench: Apache Cassandradacapobench: Apache Xalan XSLTdacapobench: Batik SVG Toolkitdacapobench: H2 Database Enginedacapobench: FOP Print Formatterdacapobench: PMD Source Code Analyzerdacapobench: Apache Lucene Search Indexdacapobench: Apache Lucene Search Enginedacapobench: Avrora AVR Simulation Frameworkdacapobench: BioJava Biological Data Frameworkdacapobench: Zxing 1D/2D Barcode Image Processingdacapobench: H2O In-Memory Platform For Machine Learningincompact3d: input.i3d 129 Cells Per Directionincompact3d: input.i3d 193 Cells Per Directionopenfoam: drivaerFastback, Small Mesh Size - Mesh Timeopenfoam: drivaerFastback, Small Mesh Size - Execution Timeopenfoam: drivaerFastback, Medium Mesh Size - Mesh Timeopenfoam: drivaerFastback, Medium Mesh Size - Execution Timeopenradioss: Cell Phone Drop Testopenradioss: Bird Strike on Windshieldopenradioss: Rubber O-Ring Seal Installationbuild-godot: Time To Compilebuild-linux-kernel: defconfigbuild-linux-kernel: allmodconfigbuild-llvm: Ninjabuild-llvm: Unix Makefileshackbench: 16 - Threadhackbench: 16 - Processhackbench: 32 - Processdarktable: Boat - CPU-onlydarktable: Masskrug - CPU-onlydarktable: Server Rack - CPU-onlydarktable: Server Room - CPU-onlygimp: resizegimp: rotategimp: auto-levelsgimp: unsharp-maskrawtherapee: Total Benchmark Timeblender: BMW27 - CPU-Onlyblender: Classroom - CPU-Onlyblender: Barbershop - CPU-Only6.5.0-15-lowlatency6.5.0-15-generic44.6836.1536.0412090785.30704.82636.5318643347.915648980.497378.543327937.38404.6114551312.18159.48136909.8067596590.549370.0159764.2796546.53468.963442148.86521912.251032723.13132403.7575089447.32264943.59370337.005486245.6144601.6020511068.6918558.556040.8816427.9639928.7532486.7513469.981662923.7011475558.36123555973.64133716.3556978621.351275.9919340813.32785015246732546381491031744337241355517377350347809685131021858889655016226667212666671619000065.555079.416168.14686.67167.393191.896191.27411.71157.55187.3043.04373.60605.0753.066.27011.48017.34930.74227.4720615.439311.85.8399.66352081385445164282.90161643.3927452.4272115559561142311936129923491.50.383211919193722763725368016373756841742737795280.36716.7900.70327.68066481232734105743882323485195167269045870935168825607351787452016566909780565940374.6079926520.561516432.02919555.789649168.85476678.4633533.16146.2677.39137.83343.712326.003180.088269.06414.14913.54124.9222.3941.5530.1021.85024.34318.24421.17026.62658.42526.6666.34238.8645.5636.7136.5212115726.51716.72700.5120557017.785722201.367405.073462526.41397.7814926322.79159.74138204.0367506235.129216.1755199.9392150.11472.283138743.68535491.601065746.51132983.3778155878.19266118.69371488.555497771.7344557.5920563515.7718675.286049.3416467.8640037.3831279.3729718.941668092.4511325453.15123709386.43134898.5355365663.361281.7920507819.85787970219572555125446331820085739355776421597047899615395721953668173316360000213933331627666766.081280.332468.72956.76567.313196.016194.79411.80160.18193.4843.61381.04605.7855.186.25211.56217.41930.84427.5420800.839793.85.9199.86354989386375164926.61161255.1027526.1278049159690142453433967927407.60.382121909192422643716767599372756804742736789860.35916.7540.70229.44265911228333245764923123675173161669075815965169025557271761452616736944794667340364.5591149320.566577329.5011855.13919168.82037685.3806132.62146.7174.92136.40842.840317.429178.231265.60413.77913.64524.6762.4121.5260.1031.85024.21118.08421.14226.64657.33026.4265.88236.99OpenBenchmarking.org

PyTorch

This is a benchmark of PyTorch making use of pytorch-benchmark [https://github.com/LukasHedegaard/pytorch-benchmark]. Currently this test profile is catered to CPU-based testing. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgbatches/sec, More Is BetterPyTorch 2.1Device: CPU - Batch Size: 1 - Model: ResNet-506.5.0-15-lowlatency6.5.0-15-generic1020304050SE +/- 0.12, N = 3SE +/- 0.11, N = 344.6845.56MIN: 20.29 / MAX: 45.41MIN: 14.65 / MAX: 46.41

OpenBenchmarking.orgbatches/sec, More Is BetterPyTorch 2.1Device: CPU - Batch Size: 16 - Model: ResNet-506.5.0-15-lowlatency6.5.0-15-generic816243240SE +/- 0.13, N = 3SE +/- 0.22, N = 336.1536.71MIN: 35.07 / MAX: 36.69MIN: 35.15 / MAX: 37.53

OpenBenchmarking.orgbatches/sec, More Is BetterPyTorch 2.1Device: CPU - Batch Size: 32 - Model: ResNet-506.5.0-15-lowlatency6.5.0-15-generic816243240SE +/- 0.05, N = 3SE +/- 0.06, N = 336.0436.52MIN: 21.12 / MAX: 36.53MIN: 14.8 / MAX: 37.07

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: Hash6.5.0-15-lowlatency6.5.0-15-generic3M6M9M12M15MSE +/- 1010.49, N = 3SE +/- 2649.18, N = 312090785.3012115726.511. (CXX) g++ options: -lm -laio -lapparmor -latomic -lc -lcrypt -ldl -ljpeg -lpthread -lrt -lsctp -lz

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.16.04Test: MMAP6.5.0-15-lowlatency6.5.0-15-generic150300450600750SE +/- 0.98, N = 3SE +/- 0.69, N = 3704.82716.721. (CXX) g++ options: -lm -laio -lapparmor -latomic -lc -lcrypt -ldl -ljpeg -lpthread -lrt -lsctp -lz

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.16.04Test: NUMA6.5.0-15-lowlatency6.5.0-15-generic150300450600750SE +/- 1.48, N = 3SE +/- 0.89, N = 3636.53700.511. (CXX) g++ options: -lm -laio -lapparmor -latomic -lc -lcrypt -ldl -ljpeg -lpthread -lrt -lsctp -lz

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.16.04Test: Pipe6.5.0-15-lowlatency6.5.0-15-generic4M8M12M16M20MSE +/- 240322.92, N = 3SE +/- 54256.67, N = 318643347.9120557017.781. (CXX) g++ options: -lm -laio -lapparmor -latomic -lc -lcrypt -ldl -ljpeg -lpthread -lrt -lsctp -lz

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.16.04Test: Poll6.5.0-15-lowlatency6.5.0-15-generic1.2M2.4M3.6M4.8M6MSE +/- 1984.30, N = 3SE +/- 3278.55, N = 35648980.495722201.361. (CXX) g++ options: -lm -laio -lapparmor -latomic -lc -lcrypt -ldl -ljpeg -lpthread -lrt -lsctp -lz

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.16.04Test: Zlib6.5.0-15-lowlatency6.5.0-15-generic16003200480064008000SE +/- 2.46, N = 3SE +/- 10.81, N = 37378.547405.071. (CXX) g++ options: -lm -laio -lapparmor -latomic -lc -lcrypt -ldl -ljpeg -lpthread -lrt -lsctp -lz

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.16.04Test: Futex6.5.0-15-lowlatency6.5.0-15-generic700K1400K2100K2800K3500KSE +/- 41561.40, N = 12SE +/- 27733.99, N = 153327937.383462526.411. (CXX) g++ options: -lm -laio -lapparmor -latomic -lc -lcrypt -ldl -ljpeg -lpthread -lrt -lsctp -lz

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.16.04Test: MEMFD6.5.0-15-lowlatency6.5.0-15-generic90180270360450SE +/- 0.36, N = 3SE +/- 0.62, N = 3404.61397.781. (CXX) g++ options: -lm -laio -lapparmor -latomic -lc -lcrypt -ldl -ljpeg -lpthread -lrt -lsctp -lz

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.16.04Test: Mutex6.5.0-15-lowlatency6.5.0-15-generic3M6M9M12M15MSE +/- 52786.16, N = 3SE +/- 98927.59, N = 314551312.1814926322.791. (CXX) g++ options: -lm -laio -lapparmor -latomic -lc -lcrypt -ldl -ljpeg -lpthread -lrt -lsctp -lz

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.16.04Test: Atomic6.5.0-15-lowlatency6.5.0-15-generic4080120160200SE +/- 0.32, N = 3SE +/- 0.17, N = 3159.48159.741. (CXX) g++ options: -lm -laio -lapparmor -latomic -lc -lcrypt -ldl -ljpeg -lpthread -lrt -lsctp -lz

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.16.04Test: Crypto6.5.0-15-lowlatency6.5.0-15-generic30K60K90K120K150KSE +/- 1011.54, N = 3SE +/- 71.78, N = 3136909.80138204.031. (CXX) g++ options: -lm -laio -lapparmor -latomic -lc -lcrypt -ldl -ljpeg -lpthread -lrt -lsctp -lz

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.16.04Test: Malloc6.5.0-15-lowlatency6.5.0-15-generic14M28M42M56M70MSE +/- 184967.23, N = 3SE +/- 55877.51, N = 367596590.5467506235.121. (CXX) g++ options: -lm -laio -lapparmor -latomic -lc -lcrypt -ldl -ljpeg -lpthread -lrt -lsctp -lz

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.16.04Test: Cloning6.5.0-15-lowlatency6.5.0-15-generic2K4K6K8K10KSE +/- 19.32, N = 3SE +/- 4.93, N = 39370.019216.171. (CXX) g++ options: -lm -laio -lapparmor -latomic -lc -lcrypt -ldl -ljpeg -lpthread -lrt -lsctp -lz

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.16.04Test: Forking6.5.0-15-lowlatency6.5.0-15-generic13K26K39K52K65KSE +/- 598.81, N = 3SE +/- 413.74, N = 359764.2755199.931. (CXX) g++ options: -lm -laio -lapparmor -latomic -lc -lcrypt -ldl -ljpeg -lpthread -lrt -lsctp -lz

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.16.04Test: Pthread6.5.0-15-lowlatency6.5.0-15-generic20K40K60K80K100KSE +/- 107.61, N = 3SE +/- 18.69, N = 396546.5392150.111. (CXX) g++ options: -lm -laio -lapparmor -latomic -lc -lcrypt -ldl -ljpeg -lpthread -lrt -lsctp -lz

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.16.04Test: AVL Tree6.5.0-15-lowlatency6.5.0-15-generic100200300400500SE +/- 0.35, N = 3SE +/- 0.14, N = 3468.96472.281. (CXX) g++ options: -lm -laio -lapparmor -latomic -lc -lcrypt -ldl -ljpeg -lpthread -lrt -lsctp -lz

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.16.04Test: IO_uring6.5.0-15-lowlatency6.5.0-15-generic700K1400K2100K2800K3500KSE +/- 51499.17, N = 15SE +/- 198534.21, N = 123442148.863138743.681. (CXX) g++ options: -lm -laio -lapparmor -latomic -lc -lcrypt -ldl -ljpeg -lpthread -lrt -lsctp -lz

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.16.04Test: SENDFILE6.5.0-15-lowlatency6.5.0-15-generic110K220K330K440K550KSE +/- 4199.63, N = 15SE +/- 6422.27, N = 4521912.25535491.601. (CXX) g++ options: -lm -laio -lapparmor -latomic -lc -lcrypt -ldl -ljpeg -lpthread -lrt -lsctp -lz

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.16.04Test: CPU Cache6.5.0-15-lowlatency6.5.0-15-generic200K400K600K800K1000KSE +/- 21496.63, N = 15SE +/- 18757.84, N = 151032723.131065746.511. (CXX) g++ options: -lm -laio -lapparmor -latomic -lc -lcrypt -ldl -ljpeg -lpthread -lrt -lsctp -lz

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.16.04Test: CPU Stress6.5.0-15-lowlatency6.5.0-15-generic30K60K90K120K150KSE +/- 26.52, N = 3SE +/- 26.95, N = 3132403.75132983.371. (CXX) g++ options: -lm -laio -lapparmor -latomic -lc -lcrypt -ldl -ljpeg -lpthread -lrt -lsctp -lz

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.16.04Test: Semaphores6.5.0-15-lowlatency6.5.0-15-generic20M40M60M80M100MSE +/- 277504.14, N = 3SE +/- 613300.97, N = 375089447.3278155878.191. (CXX) g++ options: -lm -laio -lapparmor -latomic -lc -lcrypt -ldl -ljpeg -lpthread -lrt -lsctp -lz

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.16.04Test: Matrix Math6.5.0-15-lowlatency6.5.0-15-generic60K120K180K240K300KSE +/- 606.41, N = 3SE +/- 1059.88, N = 3264943.59266118.691. (CXX) g++ options: -lm -laio -lapparmor -latomic -lc -lcrypt -ldl -ljpeg -lpthread -lrt -lsctp -lz

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.16.04Test: Vector Math6.5.0-15-lowlatency6.5.0-15-generic80K160K240K320K400KSE +/- 75.87, N = 3SE +/- 144.39, N = 3370337.00371488.551. (CXX) g++ options: -lm -laio -lapparmor -latomic -lc -lcrypt -ldl -ljpeg -lpthread -lrt -lsctp -lz

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.16.04Test: AVX-512 VNNI6.5.0-15-lowlatency6.5.0-15-generic1.2M2.4M3.6M4.8M6MSE +/- 671.99, N = 3SE +/- 3126.14, N = 35486245.615497771.731. (CXX) g++ options: -lm -laio -lapparmor -latomic -lc -lcrypt -ldl -ljpeg -lpthread -lrt -lsctp -lz

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.16.04Test: Function Call6.5.0-15-lowlatency6.5.0-15-generic10K20K30K40K50KSE +/- 14.17, N = 3SE +/- 201.97, N = 344601.6044557.591. (CXX) g++ options: -lm -laio -lapparmor -latomic -lc -lcrypt -ldl -ljpeg -lpthread -lrt -lsctp -lz

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.16.04Test: x86_64 RdRand6.5.0-15-lowlatency6.5.0-15-generic4M8M12M16M20MSE +/- 529.91, N = 3SE +/- 779.64, N = 320511068.6920563515.771. (CXX) g++ options: -lm -laio -lapparmor -latomic -lc -lcrypt -ldl -ljpeg -lpthread -lrt -lsctp -lz

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.16.04Test: Floating Point6.5.0-15-lowlatency6.5.0-15-generic4K8K12K16K20KSE +/- 28.95, N = 3SE +/- 1.33, N = 318558.5518675.281. (CXX) g++ options: -lm -laio -lapparmor -latomic -lc -lcrypt -ldl -ljpeg -lpthread -lrt -lsctp -lz

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.16.04Test: Matrix 3D Math6.5.0-15-lowlatency6.5.0-15-generic13002600390052006500SE +/- 4.25, N = 3SE +/- 4.59, N = 36040.886049.341. (CXX) g++ options: -lm -laio -lapparmor -latomic -lc -lcrypt -ldl -ljpeg -lpthread -lrt -lsctp -lz

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.16.04Test: Memory Copying6.5.0-15-lowlatency6.5.0-15-generic4K8K12K16K20KSE +/- 0.69, N = 3SE +/- 5.49, N = 316427.9616467.861. (CXX) g++ options: -lm -laio -lapparmor -latomic -lc -lcrypt -ldl -ljpeg -lpthread -lrt -lsctp -lz

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.16.04Test: Vector Shuffle6.5.0-15-lowlatency6.5.0-15-generic9K18K27K36K45KSE +/- 1.05, N = 3SE +/- 0.49, N = 339928.7540037.381. (CXX) g++ options: -lm -laio -lapparmor -latomic -lc -lcrypt -ldl -ljpeg -lpthread -lrt -lsctp -lz

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.16.04Test: Mixed Scheduler6.5.0-15-lowlatency6.5.0-15-generic7K14K21K28K35KSE +/- 34.60, N = 3SE +/- 167.10, N = 332486.7531279.371. (CXX) g++ options: -lm -laio -lapparmor -latomic -lc -lcrypt -ldl -ljpeg -lpthread -lrt -lsctp -lz

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.16.04Test: Socket Activity6.5.0-15-lowlatency6.5.0-15-generic6K12K18K24K30KSE +/- 103.72, N = 3SE +/- 106.01, N = 313469.9829718.941. (CXX) g++ options: -lm -laio -lapparmor -latomic -lc -lcrypt -ldl -ljpeg -lpthread -lrt -lsctp -lz

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.16.04Test: Wide Vector Math6.5.0-15-lowlatency6.5.0-15-generic400K800K1200K1600K2000KSE +/- 364.98, N = 3SE +/- 151.71, N = 31662923.701668092.451. (CXX) g++ options: -lm -laio -lapparmor -latomic -lc -lcrypt -ldl -ljpeg -lpthread -lrt -lsctp -lz

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.16.04Test: Context Switching6.5.0-15-lowlatency6.5.0-15-generic2M4M6M8M10MSE +/- 26060.73, N = 3SE +/- 13763.06, N = 311475558.3611325453.151. (CXX) g++ options: -lm -laio -lapparmor -latomic -lc -lcrypt -ldl -ljpeg -lpthread -lrt -lsctp -lz

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.16.04Test: Fused Multiply-Add6.5.0-15-lowlatency6.5.0-15-generic30M60M90M120M150MSE +/- 236978.02, N = 3SE +/- 720348.50, N = 3123555973.64123709386.431. (CXX) g++ options: -lm -laio -lapparmor -latomic -lc -lcrypt -ldl -ljpeg -lpthread -lrt -lsctp -lz

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.16.04Test: Vector Floating Point6.5.0-15-lowlatency6.5.0-15-generic30K60K90K120K150KSE +/- 193.55, N = 3SE +/- 255.73, N = 3133716.35134898.531. (CXX) g++ options: -lm -laio -lapparmor -latomic -lc -lcrypt -ldl -ljpeg -lpthread -lrt -lsctp -lz

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.16.04Test: Glibc C String Functions6.5.0-15-lowlatency6.5.0-15-generic12M24M36M48M60MSE +/- 450311.20, N = 15SE +/- 790042.39, N = 356978621.3555365663.361. (CXX) g++ options: -lm -laio -lapparmor -latomic -lc -lcrypt -ldl -ljpeg -lpthread -lrt -lsctp -lz

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.16.04Test: Glibc Qsort Data Sorting6.5.0-15-lowlatency6.5.0-15-generic30060090012001500SE +/- 1.18, N = 3SE +/- 0.29, N = 31275.991281.791. (CXX) g++ options: -lm -laio -lapparmor -latomic -lc -lcrypt -ldl -ljpeg -lpthread -lrt -lsctp -lz

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.16.04Test: System V Message Passing6.5.0-15-lowlatency6.5.0-15-generic4M8M12M16M20MSE +/- 26226.97, N = 3SE +/- 24607.27, N = 319340813.3220507819.851. (CXX) g++ options: -lm -laio -lapparmor -latomic -lc -lcrypt -ldl -ljpeg -lpthread -lrt -lsctp -lz

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: SHA2566.5.0-15-lowlatency6.5.0-15-generic20000M40000M60000M80000M100000MSE +/- 42796422.99, N = 3SE +/- 30370906.26, N = 378501524673787970219571. (CC) gcc options: -pthread -m64 -O3 -ldl

OpenBenchmarking.orgbyte/s, More Is BetterOpenSSL 3.1Algorithm: SHA5126.5.0-15-lowlatency6.5.0-15-generic5000M10000M15000M20000M25000MSE +/- 3067863.29, N = 3SE +/- 745050.04, N = 325463814910255512544631. (CC) gcc options: -pthread -m64 -O3 -ldl

OpenBenchmarking.orgbyte/s, More Is BetterOpenSSL 3.1Algorithm: ChaCha206.5.0-15-lowlatency6.5.0-15-generic70000M140000M210000M280000M350000MSE +/- 25916007.30, N = 3SE +/- 6879596.46, N = 33174433724133182008573931. (CC) gcc options: -pthread -m64 -O3 -ldl

OpenBenchmarking.orgbyte/s, More Is BetterOpenSSL 3.1Algorithm: AES-128-GCM6.5.0-15-lowlatency6.5.0-15-generic120000M240000M360000M480000M600000MSE +/- 875380897.88, N = 3SE +/- 591990057.48, N = 35551737735035577642159701. (CC) gcc options: -pthread -m64 -O3 -ldl

OpenBenchmarking.orgbyte/s, More Is BetterOpenSSL 3.1Algorithm: AES-256-GCM6.5.0-15-lowlatency6.5.0-15-generic100000M200000M300000M400000M500000MSE +/- 183215368.38, N = 3SE +/- 708194585.39, N = 34780968513104789961539571. (CC) gcc options: -pthread -m64 -O3 -ldl

OpenBenchmarking.orgbyte/s, More Is BetterOpenSSL 3.1Algorithm: ChaCha20-Poly13056.5.0-15-lowlatency6.5.0-15-generic50000M100000M150000M200000M250000MSE +/- 47929208.90, N = 3SE +/- 42805654.09, N = 32185888965502195366817331. (CC) gcc options: -pthread -m64 -O3 -ldl

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: CTS26.5.0-15-lowlatency6.5.0-15-generic4M8M12M16M20MSE +/- 8819.17, N = 3SE +/- 11547.01, N = 316226667163600001. (CXX) g++ options: -fopenmp -O3 -march=native

OpenBenchmarking.orgFigure Of Merit, More Is BetterQuicksilver 20230818Input: CORAL2 P16.5.0-15-lowlatency6.5.0-15-generic5M10M15M20M25MSE +/- 8819.17, N = 3SE +/- 46308.15, N = 321266667213933331. (CXX) g++ options: -fopenmp -O3 -march=native

OpenBenchmarking.orgFigure Of Merit, More Is BetterQuicksilver 20230818Input: CORAL2 P26.5.0-15-lowlatency6.5.0-15-generic3M6M9M12M15MSE +/- 15275.25, N = 3SE +/- 3333.33, N = 316190000162766671. (CXX) g++ options: -fopenmp -O3 -march=native

Embree

Intel Embree is a collection of high-performance ray-tracing kernels for execution on CPUs (and GPUs via SYCL) and supporting instruction sets such as SSE, AVX, AVX2, and AVX-512. Embree also supports making use of the Intel SPMD Program Compiler (ISPC). Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 4.3Binary: Pathtracer ISPC - Model: Crown6.5.0-15-lowlatency6.5.0-15-generic1530456075SE +/- 0.11, N = 3SE +/- 0.08, N = 365.5666.08MIN: 64.4 / MAX: 67.95MIN: 64.99 / MAX: 68.67

OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 4.3Binary: Pathtracer ISPC - Model: Asian Dragon6.5.0-15-lowlatency6.5.0-15-generic20406080100SE +/- 0.06, N = 3SE +/- 0.11, N = 379.4280.33MIN: 78.74 / MAX: 80.49MIN: 79.52 / MAX: 81.9

OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 4.3Binary: Pathtracer ISPC - Model: Asian Dragon Obj6.5.0-15-lowlatency6.5.0-15-generic1530456075SE +/- 0.02, N = 3SE +/- 0.02, N = 368.1568.73MIN: 67.57 / MAX: 69MIN: 68.21 / MAX: 69.63

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 1.8Encoder Mode: Preset 4 - Input: Bosphorus 4K6.5.0-15-lowlatency6.5.0-15-generic246810SE +/- 0.029, N = 3SE +/- 0.022, N = 36.6716.7651. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 1.8Encoder Mode: Preset 8 - Input: Bosphorus 4K6.5.0-15-lowlatency6.5.0-15-generic1530456075SE +/- 0.25, N = 3SE +/- 0.04, N = 367.3967.311. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 1.8Encoder Mode: Preset 12 - Input: Bosphorus 4K6.5.0-15-lowlatency6.5.0-15-generic4080120160200SE +/- 0.85, N = 3SE +/- 1.30, N = 3191.90196.021. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 1.8Encoder Mode: Preset 13 - Input: Bosphorus 4K6.5.0-15-lowlatency6.5.0-15-generic4080120160200SE +/- 1.84, N = 3SE +/- 0.65, N = 3191.27194.791. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq

SVT-HEVC

This is a test of the Intel Open Visual Cloud Scalable Video Technology SVT-HEVC CPU-based multi-threaded video encoder for the HEVC / H.265 video format with a sample YUV video file. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-HEVC 1.5.0Tuning: 1 - Input: Bosphorus 4K6.5.0-15-lowlatency6.5.0-15-generic3691215SE +/- 0.02, N = 3SE +/- 0.03, N = 311.7111.801. (CC) gcc options: -fPIE -fPIC -O3 -O2 -pie -rdynamic -lpthread -lrt

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-HEVC 1.5.0Tuning: 7 - Input: Bosphorus 4K6.5.0-15-lowlatency6.5.0-15-generic4080120160200SE +/- 0.41, N = 3SE +/- 0.54, N = 3157.55160.181. (CC) gcc options: -fPIE -fPIC -O3 -O2 -pie -rdynamic -lpthread -lrt

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-HEVC 1.5.0Tuning: 10 - Input: Bosphorus 4K6.5.0-15-lowlatency6.5.0-15-generic4080120160200SE +/- 1.29, N = 13SE +/- 2.64, N = 3187.30193.481. (CC) gcc options: -fPIE -fPIC -O3 -O2 -pie -rdynamic -lpthread -lrt

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-HEVC 1.5.0Tuning: 1 - Input: Bosphorus 1080p6.5.0-15-lowlatency6.5.0-15-generic1020304050SE +/- 0.06, N = 3SE +/- 0.06, N = 343.0443.611. (CC) gcc options: -fPIE -fPIC -O3 -O2 -pie -rdynamic -lpthread -lrt

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-HEVC 1.5.0Tuning: 7 - Input: Bosphorus 1080p6.5.0-15-lowlatency6.5.0-15-generic80160240320400SE +/- 0.36, N = 3SE +/- 1.09, N = 3373.60381.041. (CC) gcc options: -fPIE -fPIC -O3 -O2 -pie -rdynamic -lpthread -lrt

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-HEVC 1.5.0Tuning: 10 - Input: Bosphorus 1080p6.5.0-15-lowlatency6.5.0-15-generic130260390520650SE +/- 3.00, N = 3SE +/- 4.86, N = 15605.07605.781. (CC) gcc options: -fPIE -fPIC -O3 -O2 -pie -rdynamic -lpthread -lrt

uvg266

uvg266 is an open-source VVC/H.266 (Versatile Video Coding) encoder based on Kvazaar as part of the Ultra Video Group, Tampere University, Finland. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is Betteruvg266 0.4.1Video Input: Bosphorus 4K - Video Preset: Ultra Fast6.5.0-15-lowlatency6.5.0-15-generic1224364860SE +/- 0.08, N = 3SE +/- 0.20, N = 353.0655.18

VVenC

VVenC is the Fraunhofer Versatile Video Encoder as a fast/efficient H.266/VVC encoder. The vvenc encoder makes use of SIMD Everywhere (SIMDe). The vvenc software is published under the Clear BSD License. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterVVenC 1.9Video Input: Bosphorus 4K - Video Preset: Fast6.5.0-15-lowlatency6.5.0-15-generic246810SE +/- 0.009, N = 3SE +/- 0.036, N = 36.2706.2521. (CXX) g++ options: -O3 -flto=auto -fno-fat-lto-objects

OpenBenchmarking.orgFrames Per Second, More Is BetterVVenC 1.9Video Input: Bosphorus 4K - Video Preset: Faster6.5.0-15-lowlatency6.5.0-15-generic3691215SE +/- 0.03, N = 3SE +/- 0.01, N = 311.4811.561. (CXX) g++ options: -O3 -flto=auto -fno-fat-lto-objects

OpenBenchmarking.orgFrames Per Second, More Is BetterVVenC 1.9Video Input: Bosphorus 1080p - Video Preset: Fast6.5.0-15-lowlatency6.5.0-15-generic48121620SE +/- 0.02, N = 3SE +/- 0.08, N = 317.3517.421. (CXX) g++ options: -O3 -flto=auto -fno-fat-lto-objects

OpenBenchmarking.orgFrames Per Second, More Is BetterVVenC 1.9Video Input: Bosphorus 1080p - Video Preset: Faster6.5.0-15-lowlatency6.5.0-15-generic714212835SE +/- 0.07, N = 3SE +/- 0.03, N = 330.7430.841. (CXX) g++ options: -O3 -flto=auto -fno-fat-lto-objects

x265

This is a simple test of the x265 encoder run on the CPU with 1080p and 4K options for H.265 video encode performance with x265. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is Betterx265 3.4Video Input: Bosphorus 4K6.5.0-15-lowlatency6.5.0-15-generic612182430SE +/- 0.07, N = 3SE +/- 0.11, N = 327.4727.541. (CXX) g++ options: -O3 -rdynamic -lpthread -lrt -ldl -lnuma

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 Xmrig CPU mining performance. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgH/s, More Is BetterXmrig 6.21Variant: Monero - Hash Count: 1M6.5.0-15-lowlatency6.5.0-15-generic4K8K12K16K20KSE +/- 12.05, N = 3SE +/- 11.59, N = 320615.420800.81. (CXX) g++ options: -fexceptions -fno-rtti -maes -O3 -Ofast -static-libgcc -static-libstdc++ -rdynamic -lssl -lcrypto -luv -lpthread -lrt -ldl -lhwloc

OpenBenchmarking.orgH/s, More Is BetterXmrig 6.21Variant: Wownero - Hash Count: 1M6.5.0-15-lowlatency6.5.0-15-generic9K18K27K36K45KSE +/- 37.63, N = 3SE +/- 57.20, N = 339311.839793.81. (CXX) g++ options: -fexceptions -fno-rtti -maes -O3 -Ofast -static-libgcc -static-libstdc++ -rdynamic -lssl -lcrypto -luv -lpthread -lrt -ldl -lhwloc

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 2.12Device: CPU - Batch Size: 1 - Model: ResNet-506.5.0-15-lowlatency6.5.0-15-generic1.32982.65963.98945.31926.649SE +/- 0.01, N = 3SE +/- 0.01, N = 35.835.91

OpenBenchmarking.orgimages/sec, More Is BetterTensorFlow 2.12Device: CPU - Batch Size: 256 - Model: ResNet-506.5.0-15-lowlatency6.5.0-15-generic20406080100SE +/- 0.02, N = 3SE +/- 0.02, N = 399.6699.86

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 Rating6.5.0-15-lowlatency6.5.0-15-generic80K160K240K320K400KSE +/- 164.55, N = 3SE +/- 229.06, N = 33520813549891. (CXX) g++ options: -lpthread -ldl -O2 -fPIC

OpenBenchmarking.orgMIPS, More Is Better7-Zip Compression 22.01Test: Decompression Rating6.5.0-15-lowlatency6.5.0-15-generic80K160K240K320K400KSE +/- 71.67, N = 3SE +/- 213.86, N = 33854453863751. (CXX) g++ options: -lpthread -ldl -O2 -fPIC

nginx

This is a benchmark of the lightweight Nginx HTTP(S) web-server. This Nginx web server benchmark test profile makes use of the wrk program for facilitating the HTTP requests over a fixed period time with a configurable number of concurrent clients/connections. HTTPS with a self-signed OpenSSL certificate is used by this test for local benchmarking. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgRequests Per Second, More Is Betternginx 1.23.2Connections: 5006.5.0-15-lowlatency6.5.0-15-generic40K80K120K160K200KSE +/- 1947.02, N = 3SE +/- 1636.08, N = 3164282.90164926.611. (CC) gcc options: -lluajit-5.1 -lm -lssl -lcrypto -lpthread -ldl -std=c99 -O2

OpenBenchmarking.orgRequests Per Second, More Is Betternginx 1.23.2Connections: 10006.5.0-15-lowlatency6.5.0-15-generic30K60K90K120K150KSE +/- 2020.85, N = 3SE +/- 562.98, N = 3161643.39161255.101. (CC) gcc options: -lluajit-5.1 -lm -lssl -lcrypto -lpthread -ldl -std=c99 -O2

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 3.1Algorithm: RSA40966.5.0-15-lowlatency6.5.0-15-generic6K12K18K24K30KSE +/- 12.12, N = 3SE +/- 11.43, N = 327452.427526.11. (CC) gcc options: -pthread -m64 -O3 -ldl

PostgreSQL

This is a benchmark of PostgreSQL using the integrated pgbench for facilitating the database benchmarks. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgTPS, More Is BetterPostgreSQL 16Scaling Factor: 100 - Clients: 1000 - Mode: Read Only6.5.0-15-lowlatency6.5.0-15-generic600K1200K1800K2400K3000KSE +/- 11767.66, N = 3SE +/- 9375.92, N = 3272115527804911. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lm

OpenBenchmarking.orgTPS, More Is BetterPostgreSQL 16Scaling Factor: 100 - Clients: 1000 - Mode: Read Write6.5.0-15-lowlatency6.5.0-15-generic13K26K39K52K65KSE +/- 161.98, N = 3SE +/- 139.98, N = 359561596901. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lm

OpenBenchmarking.orgTPS, More Is BetterPostgreSQL 16Scaling Factor: 1000 - Clients: 1000 - Mode: Read Only6.5.0-15-lowlatency6.5.0-15-generic300K600K900K1200K1500KSE +/- 6639.24, N = 3SE +/- 6376.04, N = 3142311914245341. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lm

OpenBenchmarking.orgTPS, More Is BetterPostgreSQL 16Scaling Factor: 1000 - Clients: 1000 - Mode: Read Write6.5.0-15-lowlatency6.5.0-15-generic8K16K24K32K40KSE +/- 166.48, N = 3SE +/- 166.45, N = 336129339671. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lm

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 3.1Algorithm: RSA40966.5.0-15-lowlatency6.5.0-15-generic200K400K600K800K1000KSE +/- 75.90, N = 3SE +/- 118.84, N = 3923491.5927407.61. (CC) gcc options: -pthread -m64 -O3 -ldl

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.orgdays/ns, Fewer Is BetterNAMD 2.14ATPase Simulation - 327,506 Atoms6.5.0-15-lowlatency6.5.0-15-generic0.08620.17240.25860.34480.431SE +/- 0.00028, N = 3SE +/- 0.00139, N = 30.383210.38212

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 0.13Camera: 1 - Resolution: 4K - Samples Per Pixel: 1 - Renderer: Path Tracer - Acceleration: CPU6.5.0-15-lowlatency6.5.0-15-generic400800120016002000SE +/- 0.67, N = 3SE +/- 0.33, N = 319191909

OpenBenchmarking.orgms, Fewer Is BetterOSPRay Studio 0.13Camera: 2 - Resolution: 4K - Samples Per Pixel: 1 - Renderer: Path Tracer - Acceleration: CPU6.5.0-15-lowlatency6.5.0-15-generic400800120016002000SE +/- 0.33, N = 3SE +/- 1.86, N = 319371924

OpenBenchmarking.orgms, Fewer Is BetterOSPRay Studio 0.13Camera: 3 - Resolution: 4K - Samples Per Pixel: 1 - Renderer: Path Tracer - Acceleration: CPU6.5.0-15-lowlatency6.5.0-15-generic5001000150020002500SE +/- 1.20, N = 3SE +/- 0.58, N = 322762264

OpenBenchmarking.orgms, Fewer Is BetterOSPRay Studio 0.13Camera: 1 - Resolution: 4K - Samples Per Pixel: 16 - Renderer: Path Tracer - Acceleration: CPU6.5.0-15-lowlatency6.5.0-15-generic8K16K24K32K40KSE +/- 165.13, N = 3SE +/- 73.06, N = 33725337167

OpenBenchmarking.orgms, Fewer Is BetterOSPRay Studio 0.13Camera: 1 - Resolution: 4K - Samples Per Pixel: 32 - Renderer: Path Tracer - Acceleration: CPU6.5.0-15-lowlatency6.5.0-15-generic15K30K45K60K75KSE +/- 79.50, N = 3SE +/- 177.83, N = 36801667599

OpenBenchmarking.orgms, Fewer Is BetterOSPRay Studio 0.13Camera: 2 - Resolution: 4K - Samples Per Pixel: 16 - Renderer: Path Tracer - Acceleration: CPU6.5.0-15-lowlatency6.5.0-15-generic8K16K24K32K40KSE +/- 91.85, N = 3SE +/- 250.73, N = 33737537275

OpenBenchmarking.orgms, Fewer Is BetterOSPRay Studio 0.13Camera: 2 - Resolution: 4K - Samples Per Pixel: 32 - Renderer: Path Tracer - Acceleration: CPU6.5.0-15-lowlatency6.5.0-15-generic15K30K45K60K75KSE +/- 67.71, N = 3SE +/- 146.08, N = 36841768047

OpenBenchmarking.orgms, Fewer Is BetterOSPRay Studio 0.13Camera: 3 - Resolution: 4K - Samples Per Pixel: 16 - Renderer: Path Tracer - Acceleration: CPU6.5.0-15-lowlatency6.5.0-15-generic9K18K27K36K45KSE +/- 168.90, N = 3SE +/- 298.50, N = 34273742736

OpenBenchmarking.orgms, Fewer Is BetterOSPRay Studio 0.13Camera: 3 - Resolution: 4K - Samples Per Pixel: 32 - Renderer: Path Tracer - Acceleration: CPU6.5.0-15-lowlatency6.5.0-15-generic20K40K60K80K100KSE +/- 130.78, N = 3SE +/- 56.83, N = 37952878986

PostgreSQL

This is a benchmark of PostgreSQL using the integrated pgbench for facilitating the database benchmarks. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgms, Fewer Is BetterPostgreSQL 16Scaling Factor: 100 - Clients: 1000 - Mode: Read Only - Average Latency6.5.0-15-lowlatency6.5.0-15-generic0.08260.16520.24780.33040.413SE +/- 0.002, N = 3SE +/- 0.001, N = 30.3670.3591. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lm

OpenBenchmarking.orgms, Fewer Is BetterPostgreSQL 16Scaling Factor: 100 - Clients: 1000 - Mode: Read Write - Average Latency6.5.0-15-lowlatency6.5.0-15-generic48121620SE +/- 0.05, N = 3SE +/- 0.04, N = 316.7916.751. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lm

OpenBenchmarking.orgms, Fewer Is BetterPostgreSQL 16Scaling Factor: 1000 - Clients: 1000 - Mode: Read Only - Average Latency6.5.0-15-lowlatency6.5.0-15-generic0.15820.31640.47460.63280.791SE +/- 0.003, N = 3SE +/- 0.003, N = 30.7030.7021. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lm

OpenBenchmarking.orgms, Fewer Is BetterPostgreSQL 16Scaling Factor: 1000 - Clients: 1000 - Mode: Read Write - Average Latency6.5.0-15-lowlatency6.5.0-15-generic714212835SE +/- 0.13, N = 3SE +/- 0.14, N = 327.6829.441. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lm

DaCapo Benchmark

This test runs the DaCapo Benchmarks written in Java and intended to test system/CPU performance of various popular real-world Java workloads. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgmsec, Fewer Is BetterDaCapo Benchmark 23.11Java Test: Jython6.5.0-15-lowlatency6.5.0-15-generic14002800420056007000SE +/- 31.18, N = 3SE +/- 40.48, N = 366486591

OpenBenchmarking.orgmsec, Fewer Is BetterDaCapo Benchmark 23.11Java Test: Eclipse6.5.0-15-lowlatency6.5.0-15-generic3K6K9K12K15KSE +/- 58.89, N = 3SE +/- 45.35, N = 31232712283

OpenBenchmarking.orgmsec, Fewer Is BetterDaCapo Benchmark 23.11Java Test: GraphChi6.5.0-15-lowlatency6.5.0-15-generic7001400210028003500SE +/- 37.74, N = 4SE +/- 11.59, N = 334103324

OpenBenchmarking.orgmsec, Fewer Is BetterDaCapo Benchmark 23.11Java Test: Tradesoap6.5.0-15-lowlatency6.5.0-15-generic12002400360048006000SE +/- 2.03, N = 3SE +/- 65.05, N = 357435764

OpenBenchmarking.orgmsec, Fewer Is BetterDaCapo Benchmark 23.11Java Test: Tradebeans6.5.0-15-lowlatency6.5.0-15-generic2K4K6K8K10KSE +/- 165.10, N = 12SE +/- 19.60, N = 388239231

OpenBenchmarking.orgmsec, Fewer Is BetterDaCapo Benchmark 23.11Java Test: Spring Boot6.5.0-15-lowlatency6.5.0-15-generic5001000150020002500SE +/- 24.10, N = 3SE +/- 21.57, N = 323482367

OpenBenchmarking.orgmsec, Fewer Is BetterDaCapo Benchmark 23.11Java Test: Apache Kafka6.5.0-15-lowlatency6.5.0-15-generic11002200330044005500SE +/- 7.75, N = 3SE +/- 33.17, N = 351955173

OpenBenchmarking.orgmsec, Fewer Is BetterDaCapo Benchmark 23.11Java Test: Apache Tomcat6.5.0-15-lowlatency6.5.0-15-generic400800120016002000SE +/- 16.05, N = 3SE +/- 15.93, N = 316721616

OpenBenchmarking.orgmsec, Fewer Is BetterDaCapo Benchmark 23.11Java Test: jMonkeyEngine6.5.0-15-lowlatency6.5.0-15-generic15003000450060007500SE +/- 1.20, N = 3SE +/- 1.86, N = 369046907

OpenBenchmarking.orgmsec, Fewer Is BetterDaCapo Benchmark 23.11Java Test: Apache Cassandra6.5.0-15-lowlatency6.5.0-15-generic13002600390052006500SE +/- 54.23, N = 3SE +/- 5.51, N = 358705815

OpenBenchmarking.orgmsec, Fewer Is BetterDaCapo Benchmark 23.11Java Test: Apache Xalan XSLT6.5.0-15-lowlatency6.5.0-15-generic2004006008001000SE +/- 6.84, N = 3SE +/- 3.48, N = 3935965

OpenBenchmarking.orgmsec, Fewer Is BetterDaCapo Benchmark 23.11Java Test: Batik SVG Toolkit6.5.0-15-lowlatency6.5.0-15-generic400800120016002000SE +/- 6.96, N = 3SE +/- 19.19, N = 316881690

OpenBenchmarking.orgmsec, Fewer Is BetterDaCapo Benchmark 23.11Java Test: H2 Database Engine6.5.0-15-lowlatency6.5.0-15-generic5001000150020002500SE +/- 6.81, N = 3SE +/- 20.81, N = 325602555

OpenBenchmarking.orgmsec, Fewer Is BetterDaCapo Benchmark 23.11Java Test: FOP Print Formatter6.5.0-15-lowlatency6.5.0-15-generic160320480640800SE +/- 7.10, N = 12SE +/- 5.69, N = 10735727

OpenBenchmarking.orgmsec, Fewer Is BetterDaCapo Benchmark 23.11Java Test: PMD Source Code Analyzer6.5.0-15-lowlatency6.5.0-15-generic400800120016002000SE +/- 20.47, N = 15SE +/- 17.05, N = 317871761

OpenBenchmarking.orgmsec, Fewer Is BetterDaCapo Benchmark 23.11Java Test: Apache Lucene Search Index6.5.0-15-lowlatency6.5.0-15-generic10002000300040005000SE +/- 19.43, N = 3SE +/- 49.74, N = 445204526

OpenBenchmarking.orgmsec, Fewer Is BetterDaCapo Benchmark 23.11Java Test: Apache Lucene Search Engine6.5.0-15-lowlatency6.5.0-15-generic400800120016002000SE +/- 8.72, N = 3SE +/- 6.57, N = 316561673

OpenBenchmarking.orgmsec, Fewer Is BetterDaCapo Benchmark 23.11Java Test: Avrora AVR Simulation Framework6.5.0-15-lowlatency6.5.0-15-generic15003000450060007500SE +/- 4.91, N = 3SE +/- 11.46, N = 369096944

OpenBenchmarking.orgmsec, Fewer Is BetterDaCapo Benchmark 23.11Java Test: BioJava Biological Data Framework6.5.0-15-lowlatency6.5.0-15-generic2K4K6K8K10KSE +/- 106.52, N = 3SE +/- 82.32, N = 378057946

OpenBenchmarking.orgmsec, Fewer Is BetterDaCapo Benchmark 23.11Java Test: Zxing 1D/2D Barcode Image Processing6.5.0-15-lowlatency6.5.0-15-generic150300450600750SE +/- 6.74, N = 3SE +/- 6.36, N = 3659673

OpenBenchmarking.orgmsec, Fewer Is BetterDaCapo Benchmark 23.11Java Test: H2O In-Memory Platform For Machine Learning6.5.0-15-lowlatency6.5.0-15-generic9001800270036004500SE +/- 37.89, N = 3SE +/- 38.17, N = 340374036

Xcompact3d Incompact3d

Xcompact3d Incompact3d is a Fortran-MPI based, finite difference high-performance code for solving the incompressible Navier-Stokes equation and as many as you need scalar transport equations. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterXcompact3d Incompact3d 2021-03-11Input: input.i3d 129 Cells Per Direction6.5.0-15-lowlatency6.5.0-15-generic1.03682.07363.11044.14725.184SE +/- 0.04467137, N = 3SE +/- 0.01890146, N = 34.607992654.559114931. (F9X) gfortran options: -cpp -O2 -funroll-loops -floop-optimize -fcray-pointer -fbacktrace -lmpi_usempif08 -lmpi_mpifh -lmpi -lopen-rte -lopen-pal -lhwloc -levent_core -levent_pthreads -lm -lz

OpenBenchmarking.orgSeconds, Fewer Is BetterXcompact3d Incompact3d 2021-03-11Input: input.i3d 193 Cells Per Direction6.5.0-15-lowlatency6.5.0-15-generic510152025SE +/- 0.01, N = 3SE +/- 0.10, N = 320.5620.571. (F9X) gfortran options: -cpp -O2 -funroll-loops -floop-optimize -fcray-pointer -fbacktrace -lmpi_usempif08 -lmpi_mpifh -lmpi -lopen-rte -lopen-pal -lhwloc -levent_core -levent_pthreads -lm -lz

OpenFOAM

OpenFOAM is the leading free, open-source software for computational fluid dynamics (CFD). This test profile currently uses the drivaerFastback test case for analyzing automotive aerodynamics or alternatively the older motorBike input. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterOpenFOAM 10Input: drivaerFastback, Small Mesh Size - Mesh Time6.5.0-15-lowlatency6.5.0-15-generic71421283532.0329.501. (CXX) g++ options: -std=c++14 -m64 -O3 -ftemplate-depth-100 -fPIC -fuse-ld=bfd -Xlinker --add-needed --no-as-needed -lfoamToVTK -ldynamicMesh -llagrangian -lgenericPatchFields -lfileFormats -lOpenFOAM -ldl -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterOpenFOAM 10Input: drivaerFastback, Small Mesh Size - Execution Time6.5.0-15-lowlatency6.5.0-15-generic132639526555.7955.141. (CXX) g++ options: -std=c++14 -m64 -O3 -ftemplate-depth-100 -fPIC -fuse-ld=bfd -Xlinker --add-needed --no-as-needed -lfoamToVTK -ldynamicMesh -llagrangian -lgenericPatchFields -lfileFormats -lOpenFOAM -ldl -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterOpenFOAM 10Input: drivaerFastback, Medium Mesh Size - Mesh Time6.5.0-15-lowlatency6.5.0-15-generic4080120160200168.85168.821. (CXX) g++ options: -std=c++14 -m64 -O3 -ftemplate-depth-100 -fPIC -fuse-ld=bfd -Xlinker --add-needed --no-as-needed -lfoamToVTK -ldynamicMesh -llagrangian -lgenericPatchFields -lfileFormats -lOpenFOAM -ldl -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterOpenFOAM 10Input: drivaerFastback, Medium Mesh Size - Execution Time6.5.0-15-lowlatency6.5.0-15-generic150300450600750678.46685.381. (CXX) g++ options: -std=c++14 -m64 -O3 -ftemplate-depth-100 -fPIC -fuse-ld=bfd -Xlinker --add-needed --no-as-needed -lfoamToVTK -ldynamicMesh -llagrangian -lgenericPatchFields -lfileFormats -lOpenFOAM -ldl -lm

OpenRadioss

OpenRadioss is an open-source AGPL-licensed finite element solver for dynamic event analysis OpenRadioss is based on Altair Radioss and open-sourced in 2022. This open-source finite element solver is benchmarked with various example models available from https://www.openradioss.org/models/ and https://github.com/OpenRadioss/ModelExchange/tree/main/Examples. This test is currently using a reference OpenRadioss binary build offered via GitHub. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterOpenRadioss 2023.09.15Model: Cell Phone Drop Test6.5.0-15-lowlatency6.5.0-15-generic816243240SE +/- 0.14, N = 3SE +/- 0.05, N = 333.1632.62

OpenBenchmarking.orgSeconds, Fewer Is BetterOpenRadioss 2023.09.15Model: Bird Strike on Windshield6.5.0-15-lowlatency6.5.0-15-generic306090120150SE +/- 0.59, N = 3SE +/- 1.10, N = 3146.26146.71

OpenBenchmarking.orgSeconds, Fewer Is BetterOpenRadioss 2023.09.15Model: Rubber O-Ring Seal Installation6.5.0-15-lowlatency6.5.0-15-generic20406080100SE +/- 0.94, N = 15SE +/- 0.57, N = 377.3974.92

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 Compile6.5.0-15-lowlatency6.5.0-15-generic306090120150SE +/- 0.10, N = 3SE +/- 0.33, N = 3137.83136.41

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 6.1Build: defconfig6.5.0-15-lowlatency6.5.0-15-generic1020304050SE +/- 0.54, N = 4SE +/- 0.52, N = 443.7142.84

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Linux Kernel Compilation 6.1Build: allmodconfig6.5.0-15-lowlatency6.5.0-15-generic70140210280350SE +/- 0.73, N = 3SE +/- 0.85, N = 3326.00317.43

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: Ninja6.5.0-15-lowlatency6.5.0-15-generic4080120160200SE +/- 0.11, N = 3SE +/- 0.14, N = 3180.09178.23

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed LLVM Compilation 16.0Build System: Unix Makefiles6.5.0-15-lowlatency6.5.0-15-generic60120180240300SE +/- 0.79, N = 3SE +/- 0.71, N = 3269.06265.60

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: 16 - Type: Thread6.5.0-15-lowlatency6.5.0-15-generic48121620SE +/- 0.02, N = 3SE +/- 0.10, N = 314.1513.781. (CC) gcc options: -lpthread

Count: 32 - Type: Thread

6.5.0-15-lowlatency: The test quit with a non-zero exit status. E: Creating fdpair (error: Too many open files)

6.5.0-15-generic: The test quit with a non-zero exit status. E: Creating fdpair (error: Too many open files)

OpenBenchmarking.orgSeconds, Fewer Is BetterHackbenchCount: 16 - Type: Process6.5.0-15-lowlatency6.5.0-15-generic48121620SE +/- 0.05, N = 3SE +/- 0.09, N = 313.5413.651. (CC) gcc options: -lpthread

OpenBenchmarking.orgSeconds, Fewer Is BetterHackbenchCount: 32 - Type: Process6.5.0-15-lowlatency6.5.0-15-generic612182430SE +/- 0.05, N = 3SE +/- 0.04, N = 324.9224.681. (CC) gcc options: -lpthread

Darktable

Darktable is an open-source photography / workflow application this will use any system-installed Darktable program or on Windows will automatically download the pre-built binary from the project. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterDarktable 4.4.2Test: Boat - Acceleration: CPU-only6.5.0-15-lowlatency6.5.0-15-generic0.54271.08541.62812.17082.7135SE +/- 0.012, N = 3SE +/- 0.014, N = 32.3942.412

OpenBenchmarking.orgSeconds, Fewer Is BetterDarktable 4.4.2Test: Masskrug - Acceleration: CPU-only6.5.0-15-lowlatency6.5.0-15-generic0.34940.69881.04821.39761.747SE +/- 0.007, N = 3SE +/- 0.005, N = 31.5531.526

OpenBenchmarking.orgSeconds, Fewer Is BetterDarktable 4.4.2Test: Server Rack - Acceleration: CPU-only6.5.0-15-lowlatency6.5.0-15-generic0.02320.04640.06960.09280.116SE +/- 0.001, N = 3SE +/- 0.001, N = 40.1020.103

OpenBenchmarking.orgSeconds, Fewer Is BetterDarktable 4.4.2Test: Server Room - Acceleration: CPU-only6.5.0-15-lowlatency6.5.0-15-generic0.41630.83261.24891.66522.0815SE +/- 0.007, N = 3SE +/- 0.002, N = 31.8501.850

GIMP

GIMP is an open-source image manipulaton program. This test profile will use the system-provided GIMP program otherwise on Windows relys upon a pre-packaged Windows binary from upstream GIMP.org. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterGIMP 2.10.34Test: resize6.5.0-15-lowlatency6.5.0-15-generic612182430SE +/- 0.12, N = 3SE +/- 0.03, N = 324.3424.21

OpenBenchmarking.orgSeconds, Fewer Is BetterGIMP 2.10.34Test: rotate6.5.0-15-lowlatency6.5.0-15-generic48121620SE +/- 0.01, N = 3SE +/- 0.00, N = 318.2418.08

OpenBenchmarking.orgSeconds, Fewer Is BetterGIMP 2.10.34Test: auto-levels6.5.0-15-lowlatency6.5.0-15-generic510152025SE +/- 0.08, N = 3SE +/- 0.07, N = 321.1721.14

OpenBenchmarking.orgSeconds, Fewer Is BetterGIMP 2.10.34Test: unsharp-mask6.5.0-15-lowlatency6.5.0-15-generic612182430SE +/- 0.11, N = 3SE +/- 0.10, N = 326.6326.65

RawTherapee

RawTherapee is a cross-platform, open-source multi-threaded RAW image processing program. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterRawTherapeeTotal Benchmark Time6.5.0-15-lowlatency6.5.0-15-generic1326395265SE +/- 0.02, N = 3SE +/- 0.02, N = 358.4357.331. RawTherapee, version 5.9, command line.

Blender

Blender is an open-source 3D creation and modeling software project. This test is of Blender's Cycles performance with various sample files. GPU computing via NVIDIA OptiX and NVIDIA CUDA is currently supported as well as HIP for AMD Radeon GPUs and Intel oneAPI for Intel Graphics. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 4.0Blend File: BMW27 - Compute: CPU-Only6.5.0-15-lowlatency6.5.0-15-generic612182430SE +/- 0.17, N = 3SE +/- 0.04, N = 326.6626.42

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 4.0Blend File: Classroom - Compute: CPU-Only6.5.0-15-lowlatency6.5.0-15-generic1530456075SE +/- 0.09, N = 3SE +/- 0.04, N = 366.3465.88

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 4.0Blend File: Barbershop - Compute: CPU-Only6.5.0-15-lowlatency6.5.0-15-generic50100150200250SE +/- 0.10, N = 3SE +/- 0.07, N = 3238.86236.99

148 Results Shown

PyTorch:
  CPU - 1 - ResNet-50
  CPU - 16 - ResNet-50
  CPU - 32 - ResNet-50
Stress-NG:
  Hash
  MMAP
  NUMA
  Pipe
  Poll
  Zlib
  Futex
  MEMFD
  Mutex
  Atomic
  Crypto
  Malloc
  Cloning
  Forking
  Pthread
  AVL Tree
  IO_uring
  SENDFILE
  CPU Cache
  CPU Stress
  Semaphores
  Matrix Math
  Vector Math
  AVX-512 VNNI
  Function Call
  x86_64 RdRand
  Floating Point
  Matrix 3D Math
  Memory Copying
  Vector Shuffle
  Mixed Scheduler
  Socket Activity
  Wide Vector Math
  Context Switching
  Fused Multiply-Add
  Vector Floating Point
  Glibc C String Functions
  Glibc Qsort Data Sorting
  System V Message Passing
OpenSSL:
  SHA256
  SHA512
  ChaCha20
  AES-128-GCM
  AES-256-GCM
  ChaCha20-Poly1305
Quicksilver:
  CTS2
  CORAL2 P1
  CORAL2 P2
Embree:
  Pathtracer ISPC - Crown
  Pathtracer ISPC - Asian Dragon
  Pathtracer ISPC - Asian Dragon Obj
SVT-AV1:
  Preset 4 - Bosphorus 4K
  Preset 8 - Bosphorus 4K
  Preset 12 - Bosphorus 4K
  Preset 13 - Bosphorus 4K
SVT-HEVC:
  1 - Bosphorus 4K
  7 - Bosphorus 4K
  10 - Bosphorus 4K
  1 - Bosphorus 1080p
  7 - Bosphorus 1080p
  10 - Bosphorus 1080p
uvg266
VVenC:
  Bosphorus 4K - Fast
  Bosphorus 4K - Faster
  Bosphorus 1080p - Fast
  Bosphorus 1080p - Faster
x265
Xmrig:
  Monero - 1M
  Wownero - 1M
TensorFlow:
  CPU - 1 - ResNet-50
  CPU - 256 - ResNet-50
7-Zip Compression:
  Compression Rating
  Decompression Rating
nginx:
  500
  1000
OpenSSL
PostgreSQL:
  100 - 1000 - Read Only
  100 - 1000 - Read Write
  1000 - 1000 - Read Only
  1000 - 1000 - Read Write
OpenSSL
NAMD
OSPRay Studio:
  1 - 4K - 1 - Path Tracer - CPU
  2 - 4K - 1 - Path Tracer - CPU
  3 - 4K - 1 - Path Tracer - CPU
  1 - 4K - 16 - Path Tracer - CPU
  1 - 4K - 32 - Path Tracer - CPU
  2 - 4K - 16 - Path Tracer - CPU
  2 - 4K - 32 - Path Tracer - CPU
  3 - 4K - 16 - Path Tracer - CPU
  3 - 4K - 32 - Path Tracer - CPU
PostgreSQL:
  100 - 1000 - Read Only - Average Latency
  100 - 1000 - Read Write - Average Latency
  1000 - 1000 - Read Only - Average Latency
  1000 - 1000 - Read Write - Average Latency
DaCapo Benchmark:
  Jython
  Eclipse
  GraphChi
  Tradesoap
  Tradebeans
  Spring Boot
  Apache Kafka
  Apache Tomcat
  jMonkeyEngine
  Apache Cassandra
  Apache Xalan XSLT
  Batik SVG Toolkit
  H2 Database Engine
  FOP Print Formatter
  PMD Source Code Analyzer
  Apache Lucene Search Index
  Apache Lucene Search Engine
  Avrora AVR Simulation Framework
  BioJava Biological Data Framework
  Zxing 1D/2D Barcode Image Processing
  H2O In-Memory Platform For Machine Learning
Xcompact3d Incompact3d:
  input.i3d 129 Cells Per Direction
  input.i3d 193 Cells Per Direction
OpenFOAM:
  drivaerFastback, Small Mesh Size - Mesh Time
  drivaerFastback, Small Mesh Size - Execution Time
  drivaerFastback, Medium Mesh Size - Mesh Time
  drivaerFastback, Medium Mesh Size - Execution Time
OpenRadioss:
  Cell Phone Drop Test
  Bird Strike on Windshield
  Rubber O-Ring Seal Installation
Timed Godot Game Engine Compilation
Timed Linux Kernel Compilation:
  defconfig
  allmodconfig
Timed LLVM Compilation:
  Ninja
  Unix Makefiles
Hackbench:
  16 - Thread
  16 - Process
  32 - Process
Darktable:
  Boat - CPU-only
  Masskrug - CPU-only
  Server Rack - CPU-only
  Server Room - CPU-only
GIMP:
  resize
  rotate
  auto-levels
  unsharp-mask
RawTherapee
Blender:
  BMW27 - CPU-Only
  Classroom - CPU-Only
  Barbershop - CPU-Only

6.5.0-15-lowlatency

Processor: AMD EPYC 8534P 64-Core @ 2.30GHz (64 Cores / 128 Threads), Motherboard: AMD Cinnabar (RCB1009C BIOS), Chipset: AMD Device 14a4, Memory: 6 x 32GB DRAM-4800MT/s Samsung M321R4GA0BB0-CQKMG, Disk: 3201GB Micron_7450_MTFDKCB3T2TFS, Graphics: ASPEED, Network: 2 x Broadcom NetXtreme BCM5720 PCIe

OS: Ubuntu 23.10, Kernel: 6.5.0-15-lowlatency (x86_64), Desktop: GNOME Shell, Display Server: X Server 1.21.1.7, Compiler: GCC 13.2.0, File-System: ext4, Screen Resolution: 1920x1200

Kernel Notes: Transparent Huge Pages: madvise
Compiler Notes: --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-FTCNCZ/gcc-13-13.2.0/debian/tmp-nvptx/usr,amdgcn-amdhsa=/build/gcc-13-FTCNCZ/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
Processor Notes: Scaling Governor: acpi-cpufreq performance (Boost: Enabled) - CPU Microcode: 0xaa00212
Java Notes: OpenJDK Runtime Environment (build 11.0.20+8-post-Ubuntu-1ubuntu1)
Python Notes: Python 3.11.5
Security Notes: 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

Testing initiated at 29 January 2024 02:38 by user phoronix.

6.5.0-15-generic

Processor: AMD EPYC 8534P 64-Core @ 2.30GHz (64 Cores / 128 Threads), Motherboard: AMD Cinnabar (RCB1009C BIOS), Chipset: AMD Device 14a4, Memory: 6 x 32GB DRAM-4800MT/s Samsung M321R4GA0BB0-CQKMG, Disk: 3201GB Micron_7450_MTFDKCB3T2TFS, Graphics: ASPEED, Network: 2 x Broadcom NetXtreme BCM5720 PCIe

OS: Ubuntu 23.10, Kernel: 6.5.0-15-generic (x86_64), Desktop: GNOME Shell, Display Server: X Server 1.21.1.7, Compiler: GCC 13.2.0, File-System: ext4, Screen Resolution: 1920x1200

Kernel Notes: Transparent Huge Pages: madvise
Compiler Notes: --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-FTCNCZ/gcc-13-13.2.0/debian/tmp-nvptx/usr,amdgcn-amdhsa=/build/gcc-13-FTCNCZ/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
Processor Notes: Scaling Governor: acpi-cpufreq performance (Boost: Enabled) - CPU Microcode: 0xaa00212
Java Notes: OpenJDK Runtime Environment (build 11.0.20+8-post-Ubuntu-1ubuntu1)
Python Notes: Python 3.11.5
Security Notes: 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

Testing initiated at 29 January 2024 11:19 by user phoronix.