Ubuntu 23.10 vs. 24.04 LTS - System76 Thelio Major

AMD Ryzen Threadripper 7980X benchmarks on Ubuntu 24.04 LTS for a future article on Phoronix.

Compare your own system(s) to this result file with the Phoronix Test Suite by running the command: phoronix-test-suite benchmark 2404026-NE-THREADRIP38
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Ubuntu 23.10
March 27
  6 Hours, 33 Minutes
Ubuntu 24.04 29 March
March 29
  6 Hours, 36 Minutes
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  6 Hours, 34 Minutes
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Ubuntu 23.10 vs. 24.04 LTS - System76 Thelio MajorProcessorMotherboardChipsetMemoryDiskGraphicsAudioMonitorNetworkOSKernelDesktopDisplay ServerOpenGLCompilerFile-SystemScreen ResolutionUbuntu 23.10Ubuntu 24.04 29 MarchAMD Ryzen Threadripper 7980X 64-Cores @ 7.79GHz (64 Cores / 128 Threads)System76 Thelio Major (FA Z5 BIOS)AMD Device 14a44 x 32GB DRAM-4800MT/s Micron MTC20F1045S1RC48BA21000GB CT1000T700SSD5AMD Radeon Pro W7900 45GB (1760/1124MHz)AMD Device 14ccDELL P2415QAquantia AQC113C NBase-T/IEEE + Realtek RTL8125 2.5GbE + Intel Wi-Fi 6 AX210/AX211/AX411Ubuntu 23.106.5.0-26-generic (x86_64)GNOME Shell 45.2X Server + Wayland4.6 Mesa 23.2.1-1ubuntu3.1 (LLVM 15.0.7 DRM 3.54)GCC 13.2.0ext41920x10804 x 32GB DDR5-4800MT/s Micron MTC20F1045S1RC48BA2AMD Radeon Pro W7900 45GBAquantia AQC113C NBase-T/IEEE + Realtek RTL8125 2.5GbE + Intel Wi-Fi 6EUbuntu 24.046.8.0-11-generic (x86_64)GNOME Shell 45.34.6 Mesa 24.0.3-1ubuntu3 (LLVM 17.0.6 DRM 3.57)OpenBenchmarking.orgKernel Details- Transparent Huge Pages: madviseCompiler Details- Ubuntu 23.10: --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 - Ubuntu 24.04 29 March: --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --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-backtrace --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-defaulted --enable-offload-targets=nvptx-none=/build/gcc-13-5jjdWe/gcc-13-13.2.0/debian/tmp-nvptx/usr,amdgcn-amdhsa=/build/gcc-13-5jjdWe/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-default-libstdcxx-abi=new --with-gcc-major-version-only --with-multilib-list=m32,m64,mx32 --with-target-system-zlib=auto --with-tune=generic --without-cuda-driver -v Processor Details- Scaling Governor: amd-pstate-epp powersave (EPP: balance_performance) - CPU Microcode: 0xa108105Graphics Details- Ubuntu 23.10: BAR1 / Visible vRAM Size: 46064 MB - vBIOS Version: 113-D7070600-101- Ubuntu 24.04 29 March: BAR1 / Visible vRAM Size: 46064 MBPython Details- Ubuntu 23.10: Python 3.11.6- Ubuntu 24.04 29 March: Python 3.12.2Security Details- 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

Ubuntu 23.10 vs. Ubuntu 24.04 29 March ComparisonPhoronix Test SuiteBaseline+3.9%+3.9%+7.8%+7.8%+11.7%+11.7%11.1%11%9.4%9.4%9.3%7.8%6.4%6.3%5.6%5.4%4.7%4.6%4%3.9%2.9%2.7%2.4%2.4%2.3%2.1%2.1%3.9%5.6%F.D.R.F.I - CPU15.5%Read While Writing13.2%A.G.R.R.0.F.I - CPUBosphorus 4KTime To Compile10%Unix Makefiles9.6%1920 x 1080 - F.K.V - 41920 x 1080 - F.K.O - 41920 x 1080 - FurMark Vulkan - 4F.D.R.F.I - CPU9.1%Time To Compile8.6%Rand Read8.6%Ninja8.2%Time To Compile7.8%R.R.W.RChrysler Neon 1M7.7%CPU - 256 - ResNet-507.3%CPU - 256 - ResNet-1526.9%1920 x 1080 - FurMark OpenGL - 4Preset 13 - Bosphorus 4KMany Spheres - 1920 x 1080Timed Time - Size 1,000allmodconfig5%Update RandC.P.D.TV.D.F - CPU4.4%V.D.F - CPU4.1%A.G.R.R.0.F.I - CPUWavelet Volume - 1920 x 1080defconfig3.3%H.E.R.F.I - CPU3.1%LionOverwriteH.E.R.F.I - CPU2.5%Preset 12 - Bosphorus 4KV.P.MB.S.o.WW.P.D.F - CPU2.2%Wavelet Contour - 1920 x 1080R.S.A.F.I - CPU2%N.S.P.L.F - CPU2%Wavelet Contour - 1920 x 1080Wavelet Volume - 1920 x 1080Many Spheres - 1920 x 1080OpenVINORocksDBOpenVINOx265Timed Mesa CompilationTimed LLVM CompilationFurMarkFurMarkFurMarkOpenVINOTimed Godot Game Engine CompilationRocksDBTimed LLVM CompilationTimed Node.js CompilationRocksDBOpenRadiossPyTorchPyTorchFurMarkSVT-AV1ParaViewSQLite SpeedtestTimed Linux Kernel CompilationRocksDBOpenRadiossOpenVINOOpenVINOOpenVINOParaViewTimed Linux Kernel CompilationOpenVINOGoogle DracoRocksDBOpenVINOSVT-AV1BRL-CADOpenRadiossOpenVINOParaViewOpenVINOOpenVINOParaViewParaViewParaViewUbuntu 23.10Ubuntu 24.04 29 March

Ubuntu 23.10 vs. 24.04 LTS - System76 Thelio Majoropenvino: Face Detection Retail FP16-INT8 - CPUrocksdb: Read While Writingopenvino: Age Gender Recognition Retail 0013 FP16-INT8 - CPUx265: Bosphorus 4Kbuild-mesa: Time To Compilebuild-llvm: Unix Makefilesfurmark: 1920 x 1080 - Furmark Knot Vulkan - 4furmark: 1920 x 1080 - FurMark Knot OpenGL - 4furmark: 1920 x 1080 - FurMark Vulkan - 4openvino: Face Detection Retail FP16-INT8 - CPUbuild-godot: Time To Compilerocksdb: Rand Readbuild-llvm: Ninjabuild-nodejs: Time To Compilerocksdb: Read Rand Write Randopenradioss: Chrysler Neon 1Mpytorch: CPU - 256 - ResNet-50pytorch: CPU - 256 - ResNet-152furmark: 1920 x 1080 - FurMark OpenGL - 4svt-av1: Preset 13 - Bosphorus 4Kparaview: Many Spheres - 1920 x 1080sqlite-speedtest: Timed Time - Size 1,000build-linux-kernel: allmodconfigrocksdb: Update Randopenradioss: Cell Phone Drop Testopenvino: Vehicle Detection FP16 - CPUopenvino: Vehicle Detection FP16 - CPUopenvino: Age Gender Recognition Retail 0013 FP16-INT8 - CPUparaview: Wavelet Volume - 1920 x 1080build-linux-kernel: defconfigopenvino: Handwritten English Recognition FP16-INT8 - CPUdraco: Lionrocksdb: Overwriteopenvino: Handwritten English Recognition FP16-INT8 - CPUsvt-av1: Preset 12 - Bosphorus 4Kbrl-cad: VGR Performance Metricopenradioss: Bird Strike on Windshieldopenvino: Weld Porosity Detection FP16 - CPUparaview: Wavelet Contour - 1920 x 1080openvino: Road Segmentation ADAS FP16-INT8 - CPUopenvino: Noise Suppression Poconet-Like FP16 - CPUtensorflow: CPU - 256 - AlexNetdraco: Church Facadeopenvino: Road Segmentation ADAS FP16-INT8 - CPUunigine-super: 1920 x 1080 - Fullscreen - Medium - OpenGLrawtherapee: Total Benchmark Timecompress-7zip: Compression Ratingvvenc: Bosphorus 4K - Fasterkvazaar: Bosphorus 4K - Ultra Fastopenvino: Noise Suppression Poconet-Like FP16 - CPUsvt-av1: Preset 8 - Bosphorus 4Kopenvino: Weld Porosity Detection FP16 - CPUospray: gravity_spheres_volume/dim_512/scivis/real_timetensorflow: CPU - 256 - ResNet-50ospray-studio: 1 - 4K - 32 - Path Tracer - CPUnpb: MG.Ctensorflow: CPU - 256 - GoogLeNetospray: gravity_spheres_volume/dim_512/ao/real_timeopenradioss: Bumper Beamospray-studio: 3 - 4K - 32 - Path Tracer - CPUgromacs: MPI CPU - water_GMX50_barenpb: LU.Cnpb: CG.Cospray-studio: 3 - 4K - 16 - Path Tracer - CPUospray-studio: 3 - 4K - 1 - Path Tracer - CPUopenvino: Face Detection FP16-INT8 - CPUopenvino: Face Detection FP16-INT8 - CPUopenradioss: Rubber O-Ring Seal Installationembree: Pathtracer ISPC - Asian Dragonospray-studio: 1 - 4K - 16 - Path Tracer - CPUquicksilver: CORAL2 P2ospray-studio: 1 - 4K - 1 - Path Tracer - CPUnpb: SP.Cgravitymark: 1920 x 1080 - Vulkan3dmark: 1920 x 1080unigine-super: 1920 x 1080 - Fullscreen - Low - OpenGLospray: gravity_spheres_volume/dim_512/pathtracer/real_timecompress-7zip: Decompression Ratingnamd: ATPase with 327,506 Atomsnamd: STMV with 1,066,628 Atomskvazaar: Bosphorus 4K - Super Fastopenvino: Machine Translation EN To DE FP16 - CPUnpb: BT.Cospray: particle_volume/scivis/real_timevvenc: Bosphorus 4K - Fastuvg266: Bosphorus 4K - Ultra Fastquicksilver: CORAL2 P1unigine-super: 1920 x 1080 - Fullscreen - High - OpenGLembree: Pathtracer ISPC - Crownllamafile: llava-v1.5-7b-q4 - CPUllamafile: wizardcoder-python-34b-v1.0.Q6_K - CPUopenradioss: INIVOL and Fluid Structure Interaction Drop Containerospray: particle_volume/pathtracer/real_timenpb: EP.Dkvazaar: Bosphorus 4K - Very Fastospray: particle_volume/ao/real_timequicksilver: CTS2llamafile: mistral-7b-instruct-v0.2.Q8_0 - CPUopenvino: Machine Translation EN To DE FP16 - CPUuvg266: Bosphorus 4K - Very Fastuvg266: Bosphorus 4K - Super Fastgimp: unsharp-maskgimp: auto-levelsgimp: rotategimp: resizedarktable: Server Room - CPU-onlydarktable: Masskrug - CPU-onlydarktable: Boat - CPU-onlygimp: unsharp-maskgimp: auto-levelsgimp: rotategimp: resizedarktable: Server Room - CPU-onlydarktable: Server Rack - CPU-onlydarktable: Masskrug - CPU-onlydarktable: Boat - CPU-onlydarktable: Server Rack - CPU-onlyparaview: Wavelet Contour - 1920 x 1080paraview: Wavelet Volume - 1920 x 1080paraview: Many Spheres - 1920 x 1080Ubuntu 23.10Ubuntu 24.04 29 March15789.16135482780.435.6211.639182.94487.501902104.474096140.0486814.0588.735459425256128.939115.8515201523385.7147.8418.93216.466848187.722167.0753.617274.81059544722.731693.5418.85123608.15748.3128.7442361.96419063747227.08193.0351244893108.354379.19816.491336.253479.921136.55537723.91215.442.42135946218.76396.4117.8394.84414.6023.487988.904537347183.70306.9323.942672.85530067.585141501.2224627.86245221529374.3385.2451.35102.77752076220806667129240335.38326.8595.89237.328.37275626596.450881.6143294.01360.38115266.1227.61698.97974.4527780000202.093.117921.644.52118.72246.2619708.1177.2027.52842087333313.3688.7271.8173.1818.97514.83511.92516.8251.5140.0871.2471.7798508.82911972.88016749.52713670.94119683930.3639.5512.799200.52095.730868114.294378153.0279694.4296.380423040119139.480124.9385609140415.3844.5917.70230.415095199.523176.4950.848288.61062328121.741622.4419.62128490.72777.6329.7042290.49407265491927.77197.6781274397105.964285.02833.451309.453411.041115.86528624.31212.041.75636516419.05997.7918.0793.79114.7623.249788.124572247534.30304.6723.772973.36533777.534142451.1724466.02246761538376.5184.7551.06102.25102086720710000129840169.63325.5593.56236.428.26525607116.429301.6089393.71359.33114935.2527.54079.00374.6427710000202.592.893321.694.53118.97245.7769723.9477.3027.56312085333313.3788.7871.8473.1719.00414.65211.89415.9571.6101.3691.9000.1258685.58712442.09217694.181OpenBenchmarking.org

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: Face Detection Retail FP16-INT8 - Device: CPUUbuntu 24.04 29 MarchUbuntu 23.103K6K9K12K15KSE +/- 9.26, N = 3SE +/- 9.62, N = 313670.9415789.161. (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: Read While WritingUbuntu 24.04 29 MarchUbuntu 23.103M6M9M12M15MSE +/- 129305.78, N = 5SE +/- 33234.45, N = 311968393135482781. (CXX) g++ options: -O3 -march=native -pthread -fno-builtin-memcmp -fno-rtti -lpthread

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.orgms, Fewer Is BetterOpenVINO 2024.0Model: Age Gender Recognition Retail 0013 FP16-INT8 - Device: CPUUbuntu 23.10Ubuntu 24.04 29 March0.090.180.270.360.45SE +/- 0.00, N = 3SE +/- 0.00, N = 30.400.36MIN: 0.18 / MAX: 26.18MIN: 0.19 / MAX: 16.691. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl

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 4KUbuntu 23.10Ubuntu 24.04 29 March918273645SE +/- 0.07, N = 3SE +/- 0.37, N = 335.6239.551. (CXX) g++ options: -O3 -rdynamic -lpthread -lrt -ldl -lnuma

Timed Mesa Compilation

This test profile times how long it takes to compile Mesa with Meson/Ninja. For minimizing build dependencies and avoid versioning conflicts, test this is just the core Mesa build without LLVM or the extra Gallium3D/Mesa drivers enabled. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Mesa Compilation 24.0Time To CompileUbuntu 24.04 29 MarchUbuntu 23.103691215SE +/- 0.04, N = 3SE +/- 0.03, N = 312.8011.64

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: Unix MakefilesUbuntu 24.04 29 MarchUbuntu 23.104080120160200SE +/- 0.95, N = 3SE +/- 0.37, N = 3200.52182.94

FurMark

FurMark 2 is a cross-platform GPU stress test that can exercise both OpenGL and Vulkan drivers/GPUs. FurMark 2 is the successor to the original FurMark benchmark. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFPS, More Is BetterFurMark 2.1Resolution: 1920 x 1080 - Demo: Furmark Knot Vulkan - MSAA: 4Ubuntu 23.10Ubuntu 24.04 29 March20406080100SE +/- 0.06, N = 3SE +/- 0.05, N = 387.5095.73MIN: 85 / MAX: 94MIN: 93 / MAX: 102

OpenBenchmarking.orgFPS, More Is BetterFurMark 2.1Resolution: 1920 x 1080 - Demo: FurMark Knot OpenGL - MSAA: 4Ubuntu 23.10Ubuntu 24.04 29 March306090120150SE +/- 0.56, N = 3SE +/- 0.39, N = 3104.47114.29MIN: 93 / MAX: 110MIN: 113 / MAX: 119

OpenBenchmarking.orgFPS, More Is BetterFurMark 2.1Resolution: 1920 x 1080 - Demo: FurMark Vulkan - MSAA: 4Ubuntu 23.10Ubuntu 24.04 29 March306090120150SE +/- 0.39, N = 3SE +/- 0.36, N = 3140.05153.03MIN: 136 / MAX: 152MIN: 149 / MAX: 165

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.orgms, Fewer Is BetterOpenVINO 2024.0Model: Face Detection Retail FP16-INT8 - Device: CPUUbuntu 24.04 29 MarchUbuntu 23.100.99451.9892.98353.9784.9725SE +/- 0.00, N = 3SE +/- 0.00, N = 34.424.05MIN: 1.97 / MAX: 15.19MIN: 2.51 / MAX: 27.481. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl

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 CompileUbuntu 24.04 29 MarchUbuntu 23.1020406080100SE +/- 0.15, N = 3SE +/- 0.15, N = 396.3888.74

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: Random ReadUbuntu 24.04 29 MarchUbuntu 23.10100M200M300M400M500MSE +/- 596367.62, N = 3SE +/- 384615.20, N = 34230401194594252561. (CXX) g++ options: -O3 -march=native -pthread -fno-builtin-memcmp -fno-rtti -lpthread

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: NinjaUbuntu 24.04 29 MarchUbuntu 23.10306090120150SE +/- 0.14, N = 3SE +/- 0.34, N = 3139.48128.94

Timed Node.js Compilation

This test profile times how long it takes to build/compile Node.js itself from source. Node.js is a JavaScript run-time built from the Chrome V8 JavaScript engine while itself is written in C/C++. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Node.js Compilation 19.8.1Time To CompileUbuntu 24.04 29 MarchUbuntu 23.10306090120150SE +/- 0.15, N = 3SE +/- 0.81, N = 3124.94115.85

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: Read Random Write RandomUbuntu 23.10Ubuntu 24.04 29 March1.2M2.4M3.6M4.8M6MSE +/- 24377.73, N = 3SE +/- 28033.13, N = 3520152356091401. (CXX) g++ options: -O3 -march=native -pthread -fno-builtin-memcmp -fno-rtti -lpthread

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: Chrysler Neon 1MUbuntu 24.04 29 MarchUbuntu 23.1090180270360450SE +/- 5.37, N = 3SE +/- 4.36, N = 3415.38385.71

PyTorch

This is a benchmark of PyTorch making use of pytorch-benchmark [https://github.com/LukasHedegaard/pytorch-benchmark]. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgbatches/sec, More Is BetterPyTorch 2.2.1Device: CPU - Batch Size: 256 - Model: ResNet-50Ubuntu 24.04 29 MarchUbuntu 23.101122334455SE +/- 0.34, N = 3SE +/- 0.26, N = 344.5947.84MIN: 41.28 / MAX: 46.04MIN: 43.7 / MAX: 48.82

OpenBenchmarking.orgbatches/sec, More Is BetterPyTorch 2.2.1Device: CPU - Batch Size: 256 - Model: ResNet-152Ubuntu 24.04 29 MarchUbuntu 23.10510152025SE +/- 0.16, N = 3SE +/- 0.09, N = 317.7018.93MIN: 16.58 / MAX: 18.19MIN: 18.21 / MAX: 19.23

FurMark

FurMark 2 is a cross-platform GPU stress test that can exercise both OpenGL and Vulkan drivers/GPUs. FurMark 2 is the successor to the original FurMark benchmark. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFPS, More Is BetterFurMark 2.1Resolution: 1920 x 1080 - Demo: FurMark OpenGL - MSAA: 4Ubuntu 23.10Ubuntu 24.04 29 March50100150200250SE +/- 0.22, N = 3SE +/- 0.22, N = 3216.47230.42MIN: 211 / MAX: 231MIN: 225 / MAX: 244

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 13 - Input: Bosphorus 4KUbuntu 23.10Ubuntu 24.04 29 March4080120160200SE +/- 2.10, N = 4SE +/- 2.41, N = 4187.72199.521. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq

ParaView

This test runs ParaView benchmarks: an open-source data analytics and visualization application. Paraview describes itself as "an open-source, multi-platform data analysis and visualization application. ParaView users can quickly build visualizations to analyze their data using qualitative and quantitative techniques." Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames / Sec, More Is BetterParaView 5.10.1Test: Many Spheres - Resolution: 1920 x 1080Ubuntu 23.10Ubuntu 24.04 29 March4080120160200SE +/- 0.30, N = 3SE +/- 0.63, N = 3167.07176.49

SQLite Speedtest

This is a benchmark of SQLite's speedtest1 benchmark program with an increased problem size of 1,000. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterSQLite Speedtest 3.30Timed Time - Size 1,000Ubuntu 23.10Ubuntu 24.04 29 March1224364860SE +/- 0.16, N = 3SE +/- 0.10, N = 353.6250.851. (CC) gcc options: -O2 -lz

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: allmodconfigUbuntu 24.04 29 MarchUbuntu 23.1060120180240300SE +/- 0.40, N = 3SE +/- 0.74, N = 3288.61274.81

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: Update RandomUbuntu 23.10Ubuntu 24.04 29 March130K260K390K520K650KSE +/- 1071.92, N = 3SE +/- 717.15, N = 35954476232811. (CXX) g++ options: -O3 -march=native -pthread -fno-builtin-memcmp -fno-rtti -lpthread

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 TestUbuntu 23.10Ubuntu 24.04 29 March510152025SE +/- 0.17, N = 3SE +/- 0.13, N = 322.7321.74

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 - Device: CPUUbuntu 24.04 29 MarchUbuntu 23.10400800120016002000SE +/- 9.61, N = 3SE +/- 1.44, N = 31622.441693.541. (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 - Device: CPUUbuntu 24.04 29 MarchUbuntu 23.10510152025SE +/- 0.12, N = 3SE +/- 0.02, N = 319.6218.85MIN: 5.81 / MAX: 38.14MIN: 7.07 / MAX: 65.711. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2024.0Model: Age Gender Recognition Retail 0013 FP16-INT8 - Device: CPUUbuntu 23.10Ubuntu 24.04 29 March30K60K90K120K150KSE +/- 32.34, N = 3SE +/- 45.99, N = 3123608.15128490.721. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl

ParaView

This test runs ParaView benchmarks: an open-source data analytics and visualization application. Paraview describes itself as "an open-source, multi-platform data analysis and visualization application. ParaView users can quickly build visualizations to analyze their data using qualitative and quantitative techniques." Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames / Sec, More Is BetterParaView 5.10.1Test: Wavelet Volume - Resolution: 1920 x 1080Ubuntu 23.10Ubuntu 24.04 29 March2004006008001000SE +/- 3.18, N = 3SE +/- 7.84, N = 6748.31777.63

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: defconfigUbuntu 24.04 29 MarchUbuntu 23.10714212835SE +/- 0.36, N = 4SE +/- 0.25, N = 729.7028.74

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: Handwritten English Recognition FP16-INT8 - Device: CPUUbuntu 24.04 29 MarchUbuntu 23.105001000150020002500SE +/- 3.96, N = 3SE +/- 0.65, N = 32290.492361.961. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl

Google Draco

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

OpenBenchmarking.orgms, Fewer Is BetterGoogle Draco 1.5.6Model: LionUbuntu 23.10Ubuntu 24.04 29 March9001800270036004500SE +/- 1.76, N = 3SE +/- 13.64, N = 3419040721. (CXX) g++ options: -O3

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: OverwriteUbuntu 23.10Ubuntu 24.04 29 March140K280K420K560K700KSE +/- 1878.55, N = 3SE +/- 536.29, N = 36374726549191. (CXX) g++ options: -O3 -march=native -pthread -fno-builtin-memcmp -fno-rtti -lpthread

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.orgms, Fewer Is BetterOpenVINO 2024.0Model: Handwritten English Recognition FP16-INT8 - Device: CPUUbuntu 24.04 29 MarchUbuntu 23.10714212835SE +/- 0.04, N = 3SE +/- 0.01, N = 327.7727.08MIN: 15.52 / MAX: 52.37MIN: 15.63 / MAX: 48.211. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl

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 12 - Input: Bosphorus 4KUbuntu 23.10Ubuntu 24.04 29 March4080120160200SE +/- 1.55, N = 3SE +/- 2.00, N = 3193.04197.681. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq

BRL-CAD

BRL-CAD is a cross-platform, open-source solid modeling system with built-in benchmark mode. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgVGR Performance Metric, More Is BetterBRL-CAD 7.38.2VGR Performance MetricUbuntu 23.10Ubuntu 24.04 29 March300K600K900K1200K1500K124489312743971. (CXX) g++ options: -std=c++17 -pipe -fvisibility=hidden -fno-strict-aliasing -fno-common -fexceptions -ftemplate-depth-128 -m64 -ggdb3 -O3 -fipa-pta -fstrength-reduce -finline-functions -flto -ltcl8.6 -lnetpbm -lregex_brl -lz_brl -lassimp -ldl -lm -ltk8.6

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: Bird Strike on WindshieldUbuntu 23.10Ubuntu 24.04 29 March20406080100SE +/- 0.35, N = 3SE +/- 0.19, N = 3108.35105.96

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: Weld Porosity Detection FP16 - Device: CPUUbuntu 24.04 29 MarchUbuntu 23.109001800270036004500SE +/- 2.98, N = 3SE +/- 1.79, N = 34285.024379.191. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl

ParaView

This test runs ParaView benchmarks: an open-source data analytics and visualization application. Paraview describes itself as "an open-source, multi-platform data analysis and visualization application. ParaView users can quickly build visualizations to analyze their data using qualitative and quantitative techniques." Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames / Sec, More Is BetterParaView 5.10.1Test: Wavelet Contour - Resolution: 1920 x 1080Ubuntu 23.10Ubuntu 24.04 29 March2004006008001000SE +/- 0.90, N = 3SE +/- 1.87, N = 3816.49833.45

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: Road Segmentation ADAS FP16-INT8 - Device: CPUUbuntu 24.04 29 MarchUbuntu 23.1030060090012001500SE +/- 1.44, N = 3SE +/- 3.18, N = 31309.451336.251. (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: CPUUbuntu 24.04 29 MarchUbuntu 23.107001400210028003500SE +/- 28.92, N = 15SE +/- 26.84, N = 153411.043479.921. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl

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: AlexNetUbuntu 24.04 29 MarchUbuntu 23.102004006008001000SE +/- 0.74, N = 3SE +/- 1.32, N = 31115.861136.55

Google Draco

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

OpenBenchmarking.orgms, Fewer Is BetterGoogle Draco 1.5.6Model: Church FacadeUbuntu 23.10Ubuntu 24.04 29 March12002400360048006000SE +/- 6.66, N = 3SE +/- 19.19, N = 3537752861. (CXX) g++ options: -O3

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.orgms, Fewer Is BetterOpenVINO 2024.0Model: Road Segmentation ADAS FP16-INT8 - Device: CPUUbuntu 24.04 29 MarchUbuntu 23.10612182430SE +/- 0.03, N = 3SE +/- 0.06, N = 324.3123.91MIN: 11.56 / MAX: 41.32MIN: 11.87 / MAX: 49.811. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl

Unigine Superposition

This test calculates the average frame-rate within the Superposition demo for the Unigine engine, released in 2017. This engine is extremely demanding on the system's graphics card. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterUnigine Superposition 1.0Resolution: 1920 x 1080 - Mode: Fullscreen - Quality: Medium - Renderer: OpenGLUbuntu 24.04 29 MarchUbuntu 23.1050100150200250SE +/- 0.97, N = 3SE +/- 1.14, N = 3212.0215.4MAX: 285.7MAX: 288.1

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 TimeUbuntu 23.10Ubuntu 24.04 29 March1020304050SE +/- 0.02, N = 3SE +/- 0.07, N = 342.4241.761. Ubuntu 23.10: RawTherapee, version 5.9, command line.2. Ubuntu 24.04 29 March: RawTherapee, version 5.10, command line.

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 RatingUbuntu 23.10Ubuntu 24.04 29 March80K160K240K320K400KSE +/- 442.47, N = 3SE +/- 1490.33, N = 33594623651641. (CXX) g++ options: -lpthread -ldl -O2 -fPIC

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 1.11Video Input: Bosphorus 4K - Video Preset: FasterUbuntu 23.10Ubuntu 24.04 29 March510152025SE +/- 0.02, N = 3SE +/- 0.03, N = 318.7619.061. (CXX) g++ options: -O3 -flto=auto -fno-fat-lto-objects

Kvazaar

This is a test of Kvazaar as a CPU-based H.265/HEVC video encoder written in the C programming language and optimized in Assembly. Kvazaar is the winner of the 2016 ACM Open-Source Software Competition and developed at the Ultra Video Group, Tampere University, Finland. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterKvazaar 2.2Video Input: Bosphorus 4K - Video Preset: Ultra FastUbuntu 23.10Ubuntu 24.04 29 March20406080100SE +/- 0.58, N = 3SE +/- 0.66, N = 396.4197.791. (CC) gcc options: -pthread -ftree-vectorize -fvisibility=hidden -O2 -lpthread -lm -lrt

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.orgms, Fewer Is BetterOpenVINO 2024.0Model: Noise Suppression Poconet-Like FP16 - Device: CPUUbuntu 24.04 29 MarchUbuntu 23.1048121620SE +/- 0.15, N = 15SE +/- 0.13, N = 1518.0717.83MIN: 6.61 / MAX: 84.99MIN: 7.34 / MAX: 114.81. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl

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 8 - Input: Bosphorus 4KUbuntu 24.04 29 MarchUbuntu 23.1020406080100SE +/- 0.79, N = 3SE +/- 0.53, N = 393.7994.841. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq

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.orgms, Fewer Is BetterOpenVINO 2024.0Model: Weld Porosity Detection FP16 - Device: CPUUbuntu 24.04 29 MarchUbuntu 23.1048121620SE +/- 0.01, N = 3SE +/- 0.00, N = 314.7614.60MIN: 6.9 / MAX: 27.38MIN: 6.95 / MAX: 35.571. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl

OSPRay

Intel OSPRay is a portable ray-tracing engine for high-performance, high-fidelity scientific 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.orgItems Per Second, More Is BetterOSPRay 3.1Benchmark: gravity_spheres_volume/dim_512/scivis/real_timeUbuntu 24.04 29 MarchUbuntu 23.10612182430SE +/- 0.02, N = 3SE +/- 0.04, N = 323.2523.49

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-50Ubuntu 24.04 29 MarchUbuntu 23.1020406080100SE +/- 0.28, N = 3SE +/- 0.05, N = 388.1288.90

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: 32 - Renderer: Path Tracer - Acceleration: CPUUbuntu 24.04 29 MarchUbuntu 23.1010K20K30K40K50KSE +/- 4.98, N = 3SE +/- 36.01, N = 34572245373

NAS Parallel Benchmarks

NPB, NAS Parallel Benchmarks, is a benchmark developed by NASA for high-end computer systems. This test profile currently uses the MPI version of NPB. This test profile offers selecting the different NPB tests/problems and varying problem sizes. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: MG.CUbuntu 23.10Ubuntu 24.04 29 March10K20K30K40K50KSE +/- 90.18, N = 3SE +/- 155.58, N = 347183.7047534.301. (F9X) gfortran options: -O3 -march=native -lmpi_usempif08 -lmpi_mpifh -lmpi -lopen-rte -lopen-pal -lhwloc -levent_core -levent_pthreads -lm -lz 2. Ubuntu 23.10: Open MPI 4.1.53. Ubuntu 24.04 29 March: Open MPI 4.1.6

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: GoogLeNetUbuntu 24.04 29 MarchUbuntu 23.1070140210280350SE +/- 0.16, N = 3SE +/- 0.24, N = 3304.67306.93

OSPRay

Intel OSPRay is a portable ray-tracing engine for high-performance, high-fidelity scientific 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.orgItems Per Second, More Is BetterOSPRay 3.1Benchmark: gravity_spheres_volume/dim_512/ao/real_timeUbuntu 24.04 29 MarchUbuntu 23.10612182430SE +/- 0.06, N = 3SE +/- 0.00, N = 323.7723.94

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: Bumper BeamUbuntu 24.04 29 MarchUbuntu 23.101632486480SE +/- 0.09, N = 3SE +/- 0.18, N = 373.3672.85

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: 3 - Resolution: 4K - Samples Per Pixel: 32 - Renderer: Path Tracer - Acceleration: CPUUbuntu 24.04 29 MarchUbuntu 23.1011K22K33K44K55KSE +/- 13.57, N = 3SE +/- 106.34, N = 35337753006

GROMACS

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

OpenBenchmarking.orgNs Per Day, More Is BetterGROMACS 2024Implementation: MPI CPU - Input: water_GMX50_bareUbuntu 24.04 29 MarchUbuntu 23.10246810SE +/- 0.006, N = 3SE +/- 0.003, N = 37.5347.5851. (CXX) g++ options: -O3 -lm

NAS Parallel Benchmarks

NPB, NAS Parallel Benchmarks, is a benchmark developed by NASA for high-end computer systems. This test profile currently uses the MPI version of NPB. This test profile offers selecting the different NPB tests/problems and varying problem sizes. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: LU.CUbuntu 23.10Ubuntu 24.04 29 March30K60K90K120K150KSE +/- 398.56, N = 3SE +/- 144.28, N = 3141501.22142451.171. (F9X) gfortran options: -O3 -march=native -lmpi_usempif08 -lmpi_mpifh -lmpi -lopen-rte -lopen-pal -lhwloc -levent_core -levent_pthreads -lm -lz 2. Ubuntu 23.10: Open MPI 4.1.53. Ubuntu 24.04 29 March: Open MPI 4.1.6

OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: CG.CUbuntu 24.04 29 MarchUbuntu 23.105K10K15K20K25KSE +/- 56.39, N = 3SE +/- 88.58, N = 324466.0224627.861. (F9X) gfortran options: -O3 -march=native -lmpi_usempif08 -lmpi_mpifh -lmpi -lopen-rte -lopen-pal -lhwloc -levent_core -levent_pthreads -lm -lz 2. Ubuntu 24.04 29 March: Open MPI 4.1.63. Ubuntu 23.10: Open MPI 4.1.5

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: 3 - Resolution: 4K - Samples Per Pixel: 16 - Renderer: Path Tracer - Acceleration: CPUUbuntu 24.04 29 MarchUbuntu 23.105K10K15K20K25KSE +/- 30.02, N = 3SE +/- 13.25, N = 32467624522

OpenBenchmarking.orgms, Fewer Is BetterOSPRay Studio 1.0Camera: 3 - Resolution: 4K - Samples Per Pixel: 1 - Renderer: Path Tracer - Acceleration: CPUUbuntu 24.04 29 MarchUbuntu 23.1030060090012001500SE +/- 1.20, N = 3SE +/- 1.86, N = 315381529

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.orgms, Fewer Is BetterOpenVINO 2024.0Model: Face Detection FP16-INT8 - Device: CPUUbuntu 24.04 29 MarchUbuntu 23.1080160240320400SE +/- 0.08, N = 3SE +/- 0.16, N = 3376.51374.33MIN: 334.15 / MAX: 400.64MIN: 310.18 / MAX: 399.41. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2024.0Model: Face Detection FP16-INT8 - Device: CPUUbuntu 24.04 29 MarchUbuntu 23.1020406080100SE +/- 0.01, N = 3SE +/- 0.05, N = 384.7585.241. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl

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: Rubber O-Ring Seal InstallationUbuntu 23.10Ubuntu 24.04 29 March1224364860SE +/- 0.17, N = 3SE +/- 0.10, N = 351.3551.06

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: Asian DragonUbuntu 24.04 29 MarchUbuntu 23.1020406080100SE +/- 0.06, N = 3SE +/- 0.06, N = 3102.25102.78MIN: 101.41 / MAX: 103.88MIN: 101.98 / MAX: 104.09

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: 16 - Renderer: Path Tracer - Acceleration: CPUUbuntu 24.04 29 MarchUbuntu 23.104K8K12K16K20KSE +/- 10.20, N = 3SE +/- 15.14, N = 32086720762

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 P2Ubuntu 24.04 29 MarchUbuntu 23.104M8M12M16M20MSE +/- 10000.00, N = 3SE +/- 18559.21, N = 320710000208066671. (CXX) g++ options: -fopenmp -O3 -march=native

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: CPUUbuntu 24.04 29 MarchUbuntu 23.1030060090012001500SE +/- 1.15, N = 3SE +/- 0.88, N = 312981292

NAS Parallel Benchmarks

NPB, NAS Parallel Benchmarks, is a benchmark developed by NASA for high-end computer systems. This test profile currently uses the MPI version of NPB. This test profile offers selecting the different NPB tests/problems and varying problem sizes. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: SP.CUbuntu 24.04 29 MarchUbuntu 23.109K18K27K36K45KSE +/- 37.03, N = 3SE +/- 3.52, N = 340169.6340335.381. (F9X) gfortran options: -O3 -march=native -lmpi_usempif08 -lmpi_mpifh -lmpi -lopen-rte -lopen-pal -lhwloc -levent_core -levent_pthreads -lm -lz 2. Ubuntu 24.04 29 March: Open MPI 4.1.63. Ubuntu 23.10: Open MPI 4.1.5

GravityMark

GravityMark is a cross-API, cross-platform GPU accelerated benchmark developed by Tellusim. GravityMark aims to exploit the performance of modern GPUs and render hundreds of thousands of objects in real-time all using GPU acceleration. GravityMark supports a variety of graphics rendering APIs and optionally supports accelerated ray-tracing. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterGravityMark 1.82Resolution: 1920 x 1080 - Renderer: VulkanUbuntu 24.04 29 MarchUbuntu 23.1070140210280350SE +/- 2.05, N = 3SE +/- 2.03, N = 3325.5326.8

3DMark Wild Life Extreme

This test profile only automates the vendor build of 3DMark with its command-line / JSON support. If you do not have a licensed copy of the necessary 3DMark binaries in your Phoronix Test Suite download cache on your system, this test profile will not do anything and simply fail. You must have already obtained the proper licensed binaries from UL for this test profile to work -- this test profile simply automates the firing of the 3DMark benchmark at your desired resolution and capturing the results within the Phoronix Test Suite while you must already have the necessary 3DMark files on your system. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is Better3DMark Wild Life Extreme 1.1.2.1Resolution: 1920 x 1080Ubuntu 24.04 29 MarchUbuntu 23.10130260390520650SE +/- 1.19, N = 3SE +/- 1.44, N = 3593.56595.89

Unigine Superposition

This test calculates the average frame-rate within the Superposition demo for the Unigine engine, released in 2017. This engine is extremely demanding on the system's graphics card. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterUnigine Superposition 1.0Resolution: 1920 x 1080 - Mode: Fullscreen - Quality: Low - Renderer: OpenGLUbuntu 24.04 29 MarchUbuntu 23.1050100150200250SE +/- 1.16, N = 3SE +/- 1.40, N = 3236.4237.3MAX: 348.2MAX: 343.8

OSPRay

Intel OSPRay is a portable ray-tracing engine for high-performance, high-fidelity scientific 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.orgItems Per Second, More Is BetterOSPRay 3.1Benchmark: gravity_spheres_volume/dim_512/pathtracer/real_timeUbuntu 24.04 29 MarchUbuntu 23.10714212835SE +/- 0.00, N = 3SE +/- 0.03, N = 328.2728.37

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: Decompression RatingUbuntu 24.04 29 MarchUbuntu 23.10120K240K360K480K600KSE +/- 700.74, N = 3SE +/- 838.51, N = 35607115626591. (CXX) g++ options: -lpthread -ldl -O2 -fPIC

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 AtomsUbuntu 24.04 29 MarchUbuntu 23.10246810SE +/- 0.00329, N = 3SE +/- 0.01381, N = 36.429306.45088

OpenBenchmarking.orgns/day, More Is BetterNAMD 3.0b6Input: STMV with 1,066,628 AtomsUbuntu 24.04 29 MarchUbuntu 23.100.36320.72641.08961.45281.816SE +/- 0.00337, N = 3SE +/- 0.00352, N = 31.608931.61432

Kvazaar

This is a test of Kvazaar as a CPU-based H.265/HEVC video encoder written in the C programming language and optimized in Assembly. Kvazaar is the winner of the 2016 ACM Open-Source Software Competition and developed at the Ultra Video Group, Tampere University, Finland. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterKvazaar 2.2Video Input: Bosphorus 4K - Video Preset: Super FastUbuntu 24.04 29 MarchUbuntu 23.1020406080100SE +/- 0.30, N = 3SE +/- 0.43, N = 393.7194.011. (CC) gcc options: -pthread -ftree-vectorize -fvisibility=hidden -O2 -lpthread -lm -lrt

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: Machine Translation EN To DE FP16 - Device: CPUUbuntu 24.04 29 MarchUbuntu 23.1080160240320400SE +/- 1.32, N = 3SE +/- 1.30, N = 3359.33360.381. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl

NAS Parallel Benchmarks

NPB, NAS Parallel Benchmarks, is a benchmark developed by NASA for high-end computer systems. This test profile currently uses the MPI version of NPB. This test profile offers selecting the different NPB tests/problems and varying problem sizes. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: BT.CUbuntu 24.04 29 MarchUbuntu 23.1020K40K60K80K100KSE +/- 106.43, N = 3SE +/- 41.91, N = 3114935.25115266.121. (F9X) gfortran options: -O3 -march=native -lmpi_usempif08 -lmpi_mpifh -lmpi -lopen-rte -lopen-pal -lhwloc -levent_core -levent_pthreads -lm -lz 2. Ubuntu 24.04 29 March: Open MPI 4.1.63. Ubuntu 23.10: Open MPI 4.1.5

OSPRay

Intel OSPRay is a portable ray-tracing engine for high-performance, high-fidelity scientific 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.orgItems Per Second, More Is BetterOSPRay 3.1Benchmark: particle_volume/scivis/real_timeUbuntu 24.04 29 MarchUbuntu 23.10612182430SE +/- 0.01, N = 3SE +/- 0.02, N = 327.5427.62

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 1.11Video Input: Bosphorus 4K - Video Preset: FastUbuntu 23.10Ubuntu 24.04 29 March3691215SE +/- 0.047, N = 3SE +/- 0.046, N = 38.9799.0031. (CXX) g++ options: -O3 -flto=auto -fno-fat-lto-objects

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 FastUbuntu 23.10Ubuntu 24.04 29 March20406080100SE +/- 0.11, N = 3SE +/- 0.10, N = 374.4574.64

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 P1Ubuntu 24.04 29 MarchUbuntu 23.106M12M18M24M30MSE +/- 43588.99, N = 3SE +/- 23094.01, N = 327710000277800001. (CXX) g++ options: -fopenmp -O3 -march=native

Unigine Superposition

This test calculates the average frame-rate within the Superposition demo for the Unigine engine, released in 2017. This engine is extremely demanding on the system's graphics card. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterUnigine Superposition 1.0Resolution: 1920 x 1080 - Mode: Fullscreen - Quality: High - Renderer: OpenGLUbuntu 23.10Ubuntu 24.04 29 March4080120160200SE +/- 0.92, N = 3SE +/- 1.06, N = 3202.0202.5MAX: 268.6MAX: 270.7

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: CrownUbuntu 24.04 29 MarchUbuntu 23.1020406080100SE +/- 0.04, N = 3SE +/- 0.05, N = 392.8993.12MIN: 91.4 / MAX: 95.18MIN: 91.73 / MAX: 95.23

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: CPUUbuntu 23.10Ubuntu 24.04 29 March510152025SE +/- 0.03, N = 3SE +/- 0.02, N = 321.6421.69

OpenBenchmarking.orgTokens Per Second, More Is BetterLlamafile 0.6Test: wizardcoder-python-34b-v1.0.Q6_K - Acceleration: CPUUbuntu 23.10Ubuntu 24.04 29 March1.01932.03863.05794.07725.0965SE +/- 0.00, N = 3SE +/- 0.00, N = 34.524.53

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: INIVOL and Fluid Structure Interaction Drop ContainerUbuntu 24.04 29 MarchUbuntu 23.10306090120150SE +/- 0.28, N = 3SE +/- 0.91, N = 3118.97118.72

OSPRay

Intel OSPRay is a portable ray-tracing engine for high-performance, high-fidelity scientific 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.orgItems Per Second, More Is BetterOSPRay 3.1Benchmark: particle_volume/pathtracer/real_timeUbuntu 24.04 29 MarchUbuntu 23.1050100150200250SE +/- 0.21, N = 3SE +/- 0.08, N = 3245.78246.26

NAS Parallel Benchmarks

NPB, NAS Parallel Benchmarks, is a benchmark developed by NASA for high-end computer systems. This test profile currently uses the MPI version of NPB. This test profile offers selecting the different NPB tests/problems and varying problem sizes. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: EP.DUbuntu 23.10Ubuntu 24.04 29 March2K4K6K8K10KSE +/- 83.77, N = 3SE +/- 85.53, N = 39708.119723.941. (F9X) gfortran options: -O3 -march=native -lmpi_usempif08 -lmpi_mpifh -lmpi -lopen-rte -lopen-pal -lhwloc -levent_core -levent_pthreads -lm -lz 2. Ubuntu 23.10: Open MPI 4.1.53. Ubuntu 24.04 29 March: Open MPI 4.1.6

Kvazaar

This is a test of Kvazaar as a CPU-based H.265/HEVC video encoder written in the C programming language and optimized in Assembly. Kvazaar is the winner of the 2016 ACM Open-Source Software Competition and developed at the Ultra Video Group, Tampere University, Finland. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterKvazaar 2.2Video Input: Bosphorus 4K - Video Preset: Very FastUbuntu 23.10Ubuntu 24.04 29 March20406080100SE +/- 0.14, N = 3SE +/- 0.36, N = 377.2077.301. (CC) gcc options: -pthread -ftree-vectorize -fvisibility=hidden -O2 -lpthread -lm -lrt

OSPRay

Intel OSPRay is a portable ray-tracing engine for high-performance, high-fidelity scientific 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.orgItems Per Second, More Is BetterOSPRay 3.1Benchmark: particle_volume/ao/real_timeUbuntu 23.10Ubuntu 24.04 29 March612182430SE +/- 0.06, N = 3SE +/- 0.05, N = 327.5327.56

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: CTS2Ubuntu 24.04 29 MarchUbuntu 23.104M8M12M16M20MSE +/- 14529.66, N = 3SE +/- 44095.86, N = 320853333208733331. (CXX) g++ options: -fopenmp -O3 -march=native

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: mistral-7b-instruct-v0.2.Q8_0 - Acceleration: CPUUbuntu 23.10Ubuntu 24.04 29 March3691215SE +/- 0.01, N = 3SE +/- 0.02, N = 313.3613.37

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.orgms, Fewer Is BetterOpenVINO 2024.0Model: Machine Translation EN To DE FP16 - Device: CPUUbuntu 24.04 29 MarchUbuntu 23.1020406080100SE +/- 0.33, N = 3SE +/- 0.32, N = 388.7888.72MIN: 36.89 / MAX: 120.54MIN: 38.59 / MAX: 119.291. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl

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: Very FastUbuntu 23.10Ubuntu 24.04 29 March1632486480SE +/- 0.15, N = 3SE +/- 0.08, N = 371.8171.84

OpenBenchmarking.orgFrames Per Second, More Is Betteruvg266 0.4.1Video Input: Bosphorus 4K - Video Preset: Super FastUbuntu 24.04 29 MarchUbuntu 23.101632486480SE +/- 0.03, N = 3SE +/- 0.25, N = 373.1773.18

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 2.10.36Test: unsharp-maskUbuntu 24.04 29 March510152025SE +/- 0.02, N = 319.00

OpenBenchmarking.orgSeconds, Fewer Is BetterGIMP 2.10.36Test: auto-levelsUbuntu 24.04 29 March48121620SE +/- 0.03, N = 314.65

OpenBenchmarking.orgSeconds, Fewer Is BetterGIMP 2.10.36Test: rotateUbuntu 24.04 29 March3691215SE +/- 0.02, N = 311.89

OpenBenchmarking.orgSeconds, Fewer Is BetterGIMP 2.10.36Test: resizeUbuntu 24.04 29 March48121620SE +/- 0.15, N = 715.96

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 4.6.1Test: Server Room - Acceleration: CPU-onlyUbuntu 24.04 29 March0.36230.72461.08691.44921.8115SE +/- 0.022, N = 31.610

OpenBenchmarking.orgSeconds, Fewer Is BetterDarktable 4.6.1Test: Masskrug - Acceleration: CPU-onlyUbuntu 24.04 29 March0.3080.6160.9241.2321.54SE +/- 0.010, N = 31.369

OpenBenchmarking.orgSeconds, Fewer Is BetterDarktable 4.6.1Test: Boat - Acceleration: CPU-onlyUbuntu 24.04 29 March0.42750.8551.28251.712.1375SE +/- 0.018, N = 61.900

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: unsharp-maskUbuntu 23.10510152025SE +/- 0.17, N = 318.98

OpenBenchmarking.orgSeconds, Fewer Is BetterGIMP 2.10.34Test: auto-levelsUbuntu 23.1048121620SE +/- 0.07, N = 314.84

OpenBenchmarking.orgSeconds, Fewer Is BetterGIMP 2.10.34Test: rotateUbuntu 23.103691215SE +/- 0.01, N = 311.93

OpenBenchmarking.orgSeconds, Fewer Is BetterGIMP 2.10.34Test: resizeUbuntu 23.1048121620SE +/- 0.03, N = 316.83

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: Server Room - Acceleration: CPU-onlyUbuntu 23.100.34070.68141.02211.36281.7035SE +/- 0.014, N = 31.514

OpenBenchmarking.orgSeconds, Fewer Is BetterDarktable 4.4.2Test: Server Rack - Acceleration: CPU-onlyUbuntu 23.100.01960.03920.05880.07840.098SE +/- 0.000, N = 30.087

OpenBenchmarking.orgSeconds, Fewer Is BetterDarktable 4.4.2Test: Masskrug - Acceleration: CPU-onlyUbuntu 23.100.28060.56120.84181.12241.403SE +/- 0.004, N = 31.247

OpenBenchmarking.orgSeconds, Fewer Is BetterDarktable 4.4.2Test: Boat - Acceleration: CPU-onlyUbuntu 23.100.40030.80061.20091.60122.0015SE +/- 0.012, N = 31.779

OpenBenchmarking.orgSeconds, Fewer Is BetterDarktable 4.6.1Test: Server Rack - Acceleration: CPU-onlyUbuntu 24.04 29 March0.02810.05620.08430.11240.1405SE +/- 0.003, N = 150.125

117 Results Shown

OpenVINO
RocksDB
OpenVINO
x265
Timed Mesa Compilation
Timed LLVM Compilation
FurMark:
  1920 x 1080 - Furmark Knot Vulkan - 4
  1920 x 1080 - FurMark Knot OpenGL - 4
  1920 x 1080 - FurMark Vulkan - 4
OpenVINO
Timed Godot Game Engine Compilation
RocksDB
Timed LLVM Compilation
Timed Node.js Compilation
RocksDB
OpenRadioss
PyTorch:
  CPU - 256 - ResNet-50
  CPU - 256 - ResNet-152
FurMark
SVT-AV1
ParaView
SQLite Speedtest
Timed Linux Kernel Compilation
RocksDB
OpenRadioss
OpenVINO:
  Vehicle Detection FP16 - CPU:
    FPS
    ms
  Age Gender Recognition Retail 0013 FP16-INT8 - CPU:
    FPS
ParaView
Timed Linux Kernel Compilation
OpenVINO
Google Draco
RocksDB
OpenVINO
SVT-AV1
BRL-CAD
OpenRadioss
OpenVINO
ParaView
OpenVINO:
  Road Segmentation ADAS FP16-INT8 - CPU
  Noise Suppression Poconet-Like FP16 - CPU
TensorFlow
Google Draco
OpenVINO
Unigine Superposition
RawTherapee
7-Zip Compression
VVenC
Kvazaar
OpenVINO
SVT-AV1
OpenVINO
OSPRay
TensorFlow
OSPRay Studio
NAS Parallel Benchmarks
TensorFlow
OSPRay
OpenRadioss
OSPRay Studio
GROMACS
NAS Parallel Benchmarks:
  LU.C
  CG.C
OSPRay Studio:
  3 - 4K - 16 - Path Tracer - CPU
  3 - 4K - 1 - Path Tracer - CPU
OpenVINO:
  Face Detection FP16-INT8 - CPU:
    ms
    FPS
OpenRadioss
Embree
OSPRay Studio
Quicksilver
OSPRay Studio
NAS Parallel Benchmarks
GravityMark
3DMark Wild Life Extreme
Unigine Superposition
OSPRay
7-Zip Compression
NAMD:
  ATPase with 327,506 Atoms
  STMV with 1,066,628 Atoms
Kvazaar
OpenVINO
NAS Parallel Benchmarks
OSPRay
VVenC
uvg266
Quicksilver
Unigine Superposition
Embree
Llamafile:
  llava-v1.5-7b-q4 - CPU
  wizardcoder-python-34b-v1.0.Q6_K - CPU
OpenRadioss
OSPRay
NAS Parallel Benchmarks
Kvazaar
OSPRay
Quicksilver
Llamafile
OpenVINO
uvg266:
  Bosphorus 4K - Very Fast
  Bosphorus 4K - Super Fast
GIMP:
  unsharp-mask
  auto-levels
  rotate
  resize
Darktable:
  Server Room - CPU-only
  Masskrug - CPU-only
  Boat - CPU-only
GIMP:
  unsharp-mask
  auto-levels
  rotate
  resize
Darktable:
  Server Room - CPU-only
  Server Rack - CPU-only
  Masskrug - CPU-only
  Boat - CPU-only
  Server Rack - CPU-only