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.

HTML result view exported from: https://openbenchmarking.org/result/2404026-NE-THREADRIP38.

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. 24.04 LTS - System76 Thelio Majorgravitymark: 1920 x 1080 - Vulkan3dmark: 1920 x 1080unigine-super: 1920 x 1080 - Fullscreen - Low - OpenGLunigine-super: 1920 x 1080 - Fullscreen - High - OpenGLunigine-super: 1920 x 1080 - Fullscreen - Medium - OpenGLfurmark: 1920 x 1080 - FurMark OpenGL - 4furmark: 1920 x 1080 - FurMark Vulkan - 4furmark: 1920 x 1080 - FurMark Knot OpenGL - 4furmark: 1920 x 1080 - Furmark Knot Vulkan - 4paraview: Many Spheres - 1920 x 1080paraview: Many Spheres - 1920 x 1080paraview: Wavelet Volume - 1920 x 1080paraview: Wavelet Volume - 1920 x 1080paraview: Wavelet Contour - 1920 x 1080paraview: Wavelet Contour - 1920 x 1080npb: BT.Cnpb: CG.Cnpb: EP.Dnpb: LU.Cnpb: MG.Cnpb: SP.Cquicksilver: CTS2quicksilver: CORAL2 P1quicksilver: CORAL2 P2namd: ATPase with 327,506 Atomsnamd: STMV with 1,066,628 Atomsopenradioss: Bumper Beamopenradioss: Chrysler Neon 1Mopenradioss: Cell Phone Drop Testopenradioss: Bird Strike on Windshieldopenradioss: Rubber O-Ring Seal Installationopenradioss: INIVOL and Fluid Structure Interaction Drop Containerembree: Pathtracer ISPC - Crownembree: Pathtracer ISPC - Asian Dragonkvazaar: Bosphorus 4K - Very Fastkvazaar: Bosphorus 4K - Super Fastkvazaar: Bosphorus 4K - Ultra Fastsvt-av1: Preset 8 - Bosphorus 4Ksvt-av1: Preset 12 - Bosphorus 4Ksvt-av1: Preset 13 - Bosphorus 4Kuvg266: Bosphorus 4K - Very Fastuvg266: Bosphorus 4K - Super Fastuvg266: Bosphorus 4K - Ultra Fastvvenc: Bosphorus 4K - Fastvvenc: Bosphorus 4K - Fasterx265: Bosphorus 4Kospray: particle_volume/ao/real_timeospray: particle_volume/scivis/real_timeospray: particle_volume/pathtracer/real_timeospray: gravity_spheres_volume/dim_512/ao/real_timeospray: gravity_spheres_volume/dim_512/scivis/real_timeospray: gravity_spheres_volume/dim_512/pathtracer/real_timecompress-7zip: Compression Ratingcompress-7zip: Decompression Ratingbuild-godot: Time To Compilebuild-linux-kernel: defconfigbuild-linux-kernel: allmodconfigbuild-llvm: Ninjabuild-llvm: Unix Makefilesbuild-mesa: Time To Compilebuild-nodejs: Time To Compileospray-studio: 1 - 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: 3 - 4K - 16 - Path Tracer - CPUospray-studio: 3 - 4K - 32 - Path Tracer - CPUgromacs: MPI CPU - water_GMX50_barepytorch: CPU - 256 - ResNet-50pytorch: CPU - 256 - ResNet-152tensorflow: CPU - 256 - AlexNettensorflow: CPU - 256 - GoogLeNettensorflow: CPU - 256 - ResNet-50sqlite-speedtest: Timed Time - Size 1,000darktable: Boat - CPU-onlydarktable: Masskrug - CPU-onlydarktable: Server Rack - CPU-onlydarktable: Server Room - CPU-onlygimp: resizegimp: rotategimp: auto-levelsgimp: unsharp-maskrawtherapee: Total Benchmark Timedraco: Liondraco: Church Facadeopenvino: Vehicle Detection FP16 - CPUopenvino: Vehicle Detection FP16 - CPUopenvino: Face Detection FP16-INT8 - CPUopenvino: Face Detection FP16-INT8 - CPUopenvino: Weld Porosity Detection FP16 - CPUopenvino: Weld Porosity Detection FP16 - CPUopenvino: Face Detection Retail FP16-INT8 - CPUopenvino: Face Detection Retail FP16-INT8 - CPUopenvino: Road Segmentation ADAS FP16-INT8 - CPUopenvino: Road Segmentation ADAS FP16-INT8 - CPUopenvino: Machine Translation EN To DE FP16 - CPUopenvino: Machine Translation EN To DE FP16 - CPUopenvino: Noise Suppression Poconet-Like FP16 - CPUopenvino: Noise Suppression Poconet-Like FP16 - CPUopenvino: Handwritten English Recognition FP16-INT8 - CPUopenvino: Handwritten English Recognition FP16-INT8 - CPUopenvino: Age Gender Recognition Retail 0013 FP16-INT8 - CPUopenvino: Age Gender Recognition Retail 0013 FP16-INT8 - CPUrocksdb: Overwriterocksdb: Rand Readrocksdb: Update Randrocksdb: Read While Writingrocksdb: Read Rand Write Randllamafile: llava-v1.5-7b-q4 - CPUllamafile: mistral-7b-instruct-v0.2.Q8_0 - CPUllamafile: wizardcoder-python-34b-v1.0.Q6_K - CPUbrl-cad: VGR Performance Metricdarktable: Boat - CPU-onlydarktable: Masskrug - CPU-onlydarktable: Server Rack - CPU-onlydarktable: Server Room - CPU-onlygimp: resizegimp: rotategimp: auto-levelsgimp: unsharp-maskUbuntu 23.10Ubuntu 24.04 29 March326.8595.89237.3202.0215.4216.466848140.048681104.47409687.501902167.0716749.527748.3111972.880816.498508.829115266.1224627.869708.11141501.2247183.7040335.382087333327780000208066676.450881.6143272.85385.7122.73108.3551.35118.7293.1179102.777577.2094.0196.4194.844193.035187.72271.8173.1874.458.97918.76335.6227.528427.6169246.26123.942623.487928.372735946256265988.73528.744274.810128.939182.94411.639115.85112921529207624537324522530067.58547.8418.931136.55306.9388.9053.6171.7791.2470.0871.51416.82511.92514.83518.97542.421419053771693.5418.8585.24374.334379.1914.6015789.164.051336.2523.91360.3888.723479.9217.832361.9627.08123608.150.463747245942525659544713548278520152321.6413.364.521244893325.5593.56236.4202.5212.0230.415095153.027969114.29437895.730868176.4917694.181777.6312442.092833.458685.587114935.2524466.029723.94142451.1747534.3040169.632085333327710000207100006.429301.6089373.36415.3821.74105.9651.06118.9792.8933102.251077.3093.7197.7993.791197.678199.52371.8473.1774.649.00319.05939.5527.563127.5407245.77623.772923.249728.265236516456071196.38029.704288.610139.480200.52012.799124.93812981538208674572224676533777.53444.5917.701115.86304.6788.1250.84841.756407252861622.4419.6284.75376.514285.0214.7613670.944.421309.4524.31359.3388.783411.0418.072290.4927.77128490.720.3665491942304011962328111968393560914021.6913.374.5312743971.9001.3690.1251.61015.95711.89414.65219.004OpenBenchmarking.org

GravityMark

Resolution: 1920 x 1080 - Renderer: Vulkan

OpenBenchmarking.orgFrames Per Second, More Is BetterGravityMark 1.82Resolution: 1920 x 1080 - Renderer: VulkanUbuntu 23.10Ubuntu 24.04 29 March70140210280350SE +/- 2.03, N = 3SE +/- 2.05, N = 3326.8325.5

3DMark Wild Life Extreme

Resolution: 1920 x 1080

OpenBenchmarking.orgFrames Per Second, More Is Better3DMark Wild Life Extreme 1.1.2.1Resolution: 1920 x 1080Ubuntu 23.10Ubuntu 24.04 29 March130260390520650SE +/- 1.44, N = 3SE +/- 1.19, N = 3595.89593.56

Unigine Superposition

Resolution: 1920 x 1080 - Mode: Fullscreen - Quality: Low - Renderer: OpenGL

OpenBenchmarking.orgFrames Per Second, More Is BetterUnigine Superposition 1.0Resolution: 1920 x 1080 - Mode: Fullscreen - Quality: Low - Renderer: OpenGLUbuntu 23.10Ubuntu 24.04 29 March50100150200250SE +/- 1.40, N = 3SE +/- 1.16, N = 3237.3236.4MAX: 343.8MAX: 348.2

Unigine Superposition

Resolution: 1920 x 1080 - Mode: Fullscreen - Quality: High - Renderer: OpenGL

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

Unigine Superposition

Resolution: 1920 x 1080 - Mode: Fullscreen - Quality: Medium - Renderer: OpenGL

OpenBenchmarking.orgFrames Per Second, More Is BetterUnigine Superposition 1.0Resolution: 1920 x 1080 - Mode: Fullscreen - Quality: Medium - Renderer: OpenGLUbuntu 23.10Ubuntu 24.04 29 March50100150200250SE +/- 1.14, N = 3SE +/- 0.97, N = 3215.4212.0MAX: 288.1MAX: 285.7

FurMark

Resolution: 1920 x 1080 - Demo: FurMark OpenGL - MSAA: 4

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

FurMark

Resolution: 1920 x 1080 - Demo: FurMark Vulkan - MSAA: 4

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

FurMark

Resolution: 1920 x 1080 - Demo: FurMark Knot OpenGL - MSAA: 4

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

FurMark

Resolution: 1920 x 1080 - Demo: Furmark Knot Vulkan - MSAA: 4

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

ParaView

Test: Many Spheres - Resolution: 1920 x 1080

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

ParaView

Test: Many Spheres - Resolution: 1920 x 1080

OpenBenchmarking.orgMiPolys / Sec, More Is BetterParaView 5.10.1Test: Many Spheres - Resolution: 1920 x 1080Ubuntu 23.10Ubuntu 24.04 29 March4K8K12K16K20KSE +/- 29.82, N = 3SE +/- 63.03, N = 316749.5317694.18

ParaView

Test: Wavelet Volume - Resolution: 1920 x 1080

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

ParaView

Test: Wavelet Volume - Resolution: 1920 x 1080

OpenBenchmarking.orgMiVoxels / Sec, More Is BetterParaView 5.10.1Test: Wavelet Volume - Resolution: 1920 x 1080Ubuntu 23.10Ubuntu 24.04 29 March3K6K9K12K15KSE +/- 50.90, N = 3SE +/- 125.46, N = 611972.8812442.09

ParaView

Test: Wavelet Contour - Resolution: 1920 x 1080

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

ParaView

Test: Wavelet Contour - Resolution: 1920 x 1080

OpenBenchmarking.orgMiPolys / Sec, More Is BetterParaView 5.10.1Test: Wavelet Contour - Resolution: 1920 x 1080Ubuntu 23.10Ubuntu 24.04 29 March2K4K6K8K10KSE +/- 9.35, N = 3SE +/- 19.51, N = 38508.838685.59

NAS Parallel Benchmarks

Test / Class: BT.C

OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: BT.CUbuntu 23.10Ubuntu 24.04 29 March20K40K60K80K100KSE +/- 41.91, N = 3SE +/- 106.43, N = 3115266.12114935.251. (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

NAS Parallel Benchmarks

Test / Class: CG.C

OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: CG.CUbuntu 23.10Ubuntu 24.04 29 March5K10K15K20K25KSE +/- 88.58, N = 3SE +/- 56.39, N = 324627.8624466.021. (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

NAS Parallel Benchmarks

Test / Class: EP.D

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

NAS Parallel Benchmarks

Test / Class: LU.C

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

NAS Parallel Benchmarks

Test / Class: MG.C

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

NAS Parallel Benchmarks

Test / Class: SP.C

OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: SP.CUbuntu 23.10Ubuntu 24.04 29 March9K18K27K36K45KSE +/- 3.52, N = 3SE +/- 37.03, N = 340335.3840169.631. (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

Quicksilver

Input: CTS2

OpenBenchmarking.orgFigure Of Merit, More Is BetterQuicksilver 20230818Input: CTS2Ubuntu 23.10Ubuntu 24.04 29 March4M8M12M16M20MSE +/- 44095.86, N = 3SE +/- 14529.66, N = 320873333208533331. (CXX) g++ options: -fopenmp -O3 -march=native

Quicksilver

Input: CORAL2 P1

OpenBenchmarking.orgFigure Of Merit, More Is BetterQuicksilver 20230818Input: CORAL2 P1Ubuntu 23.10Ubuntu 24.04 29 March6M12M18M24M30MSE +/- 23094.01, N = 3SE +/- 43588.99, N = 327780000277100001. (CXX) g++ options: -fopenmp -O3 -march=native

Quicksilver

Input: CORAL2 P2

OpenBenchmarking.orgFigure Of Merit, More Is BetterQuicksilver 20230818Input: CORAL2 P2Ubuntu 23.10Ubuntu 24.04 29 March4M8M12M16M20MSE +/- 18559.21, N = 3SE +/- 10000.00, N = 320806667207100001. (CXX) g++ options: -fopenmp -O3 -march=native

NAMD

Input: ATPase with 327,506 Atoms

OpenBenchmarking.orgns/day, More Is BetterNAMD 3.0b6Input: ATPase with 327,506 AtomsUbuntu 23.10Ubuntu 24.04 29 March246810SE +/- 0.01381, N = 3SE +/- 0.00329, N = 36.450886.42930

NAMD

Input: STMV with 1,066,628 Atoms

OpenBenchmarking.orgns/day, More Is BetterNAMD 3.0b6Input: STMV with 1,066,628 AtomsUbuntu 23.10Ubuntu 24.04 29 March0.36320.72641.08961.45281.816SE +/- 0.00352, N = 3SE +/- 0.00337, N = 31.614321.60893

OpenRadioss

Model: Bumper Beam

OpenBenchmarking.orgSeconds, Fewer Is BetterOpenRadioss 2023.09.15Model: Bumper BeamUbuntu 23.10Ubuntu 24.04 29 March1632486480SE +/- 0.18, N = 3SE +/- 0.09, N = 372.8573.36

OpenRadioss

Model: Chrysler Neon 1M

OpenBenchmarking.orgSeconds, Fewer Is BetterOpenRadioss 2023.09.15Model: Chrysler Neon 1MUbuntu 23.10Ubuntu 24.04 29 March90180270360450SE +/- 4.36, N = 3SE +/- 5.37, N = 3385.71415.38

OpenRadioss

Model: Cell Phone Drop Test

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

OpenRadioss

Model: Bird Strike on Windshield

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

OpenRadioss

Model: Rubber O-Ring Seal Installation

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

OpenRadioss

Model: INIVOL and Fluid Structure Interaction Drop Container

OpenBenchmarking.orgSeconds, Fewer Is BetterOpenRadioss 2023.09.15Model: INIVOL and Fluid Structure Interaction Drop ContainerUbuntu 23.10Ubuntu 24.04 29 March306090120150SE +/- 0.91, N = 3SE +/- 0.28, N = 3118.72118.97

Embree

Binary: Pathtracer ISPC - Model: Crown

OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 4.3Binary: Pathtracer ISPC - Model: CrownUbuntu 23.10Ubuntu 24.04 29 March20406080100SE +/- 0.05, N = 3SE +/- 0.04, N = 393.1292.89MIN: 91.73 / MAX: 95.23MIN: 91.4 / MAX: 95.18

Embree

Binary: Pathtracer ISPC - Model: Asian Dragon

OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 4.3Binary: Pathtracer ISPC - Model: Asian DragonUbuntu 23.10Ubuntu 24.04 29 March20406080100SE +/- 0.06, N = 3SE +/- 0.06, N = 3102.78102.25MIN: 101.98 / MAX: 104.09MIN: 101.41 / MAX: 103.88

Kvazaar

Video Input: Bosphorus 4K - Video Preset: Very Fast

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

Kvazaar

Video Input: Bosphorus 4K - Video Preset: Super Fast

OpenBenchmarking.orgFrames Per Second, More Is BetterKvazaar 2.2Video Input: Bosphorus 4K - Video Preset: Super FastUbuntu 23.10Ubuntu 24.04 29 March20406080100SE +/- 0.43, N = 3SE +/- 0.30, N = 394.0193.711. (CC) gcc options: -pthread -ftree-vectorize -fvisibility=hidden -O2 -lpthread -lm -lrt

Kvazaar

Video Input: Bosphorus 4K - Video Preset: Ultra Fast

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

SVT-AV1

Encoder Mode: Preset 8 - Input: Bosphorus 4K

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 2.0Encoder Mode: Preset 8 - Input: Bosphorus 4KUbuntu 23.10Ubuntu 24.04 29 March20406080100SE +/- 0.53, N = 3SE +/- 0.79, N = 394.8493.791. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq

SVT-AV1

Encoder Mode: Preset 12 - Input: Bosphorus 4K

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

SVT-AV1

Encoder Mode: Preset 13 - Input: Bosphorus 4K

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

uvg266

Video Input: Bosphorus 4K - Video Preset: Very Fast

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

uvg266

Video Input: Bosphorus 4K - Video Preset: Super Fast

OpenBenchmarking.orgFrames Per Second, More Is Betteruvg266 0.4.1Video Input: Bosphorus 4K - Video Preset: Super FastUbuntu 23.10Ubuntu 24.04 29 March1632486480SE +/- 0.25, N = 3SE +/- 0.03, N = 373.1873.17

uvg266

Video Input: Bosphorus 4K - Video Preset: Ultra Fast

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

VVenC

Video Input: Bosphorus 4K - Video Preset: Fast

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

VVenC

Video Input: Bosphorus 4K - Video Preset: Faster

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

x265

Video Input: Bosphorus 4K

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

OSPRay

Benchmark: particle_volume/ao/real_time

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

OSPRay

Benchmark: particle_volume/scivis/real_time

OpenBenchmarking.orgItems Per Second, More Is BetterOSPRay 3.1Benchmark: particle_volume/scivis/real_timeUbuntu 23.10Ubuntu 24.04 29 March612182430SE +/- 0.02, N = 3SE +/- 0.01, N = 327.6227.54

OSPRay

Benchmark: particle_volume/pathtracer/real_time

OpenBenchmarking.orgItems Per Second, More Is BetterOSPRay 3.1Benchmark: particle_volume/pathtracer/real_timeUbuntu 23.10Ubuntu 24.04 29 March50100150200250SE +/- 0.08, N = 3SE +/- 0.21, N = 3246.26245.78

OSPRay

Benchmark: gravity_spheres_volume/dim_512/ao/real_time

OpenBenchmarking.orgItems Per Second, More Is BetterOSPRay 3.1Benchmark: gravity_spheres_volume/dim_512/ao/real_timeUbuntu 23.10Ubuntu 24.04 29 March612182430SE +/- 0.00, N = 3SE +/- 0.06, N = 323.9423.77

OSPRay

Benchmark: gravity_spheres_volume/dim_512/scivis/real_time

OpenBenchmarking.orgItems Per Second, More Is BetterOSPRay 3.1Benchmark: gravity_spheres_volume/dim_512/scivis/real_timeUbuntu 23.10Ubuntu 24.04 29 March612182430SE +/- 0.04, N = 3SE +/- 0.02, N = 323.4923.25

OSPRay

Benchmark: gravity_spheres_volume/dim_512/pathtracer/real_time

OpenBenchmarking.orgItems Per Second, More Is BetterOSPRay 3.1Benchmark: gravity_spheres_volume/dim_512/pathtracer/real_timeUbuntu 23.10Ubuntu 24.04 29 March714212835SE +/- 0.03, N = 3SE +/- 0.00, N = 328.3728.27

7-Zip Compression

Test: Compression Rating

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

7-Zip Compression

Test: Decompression Rating

OpenBenchmarking.orgMIPS, More Is Better7-Zip Compression 22.01Test: Decompression RatingUbuntu 23.10Ubuntu 24.04 29 March120K240K360K480K600KSE +/- 838.51, N = 3SE +/- 700.74, N = 35626595607111. (CXX) g++ options: -lpthread -ldl -O2 -fPIC

Timed Godot Game Engine Compilation

Time To Compile

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Godot Game Engine Compilation 4.0Time To CompileUbuntu 23.10Ubuntu 24.04 29 March20406080100SE +/- 0.15, N = 3SE +/- 0.15, N = 388.7496.38

Timed Linux Kernel Compilation

Build: defconfig

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Linux Kernel Compilation 6.8Build: defconfigUbuntu 23.10Ubuntu 24.04 29 March714212835SE +/- 0.25, N = 7SE +/- 0.36, N = 428.7429.70

Timed Linux Kernel Compilation

Build: allmodconfig

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Linux Kernel Compilation 6.8Build: allmodconfigUbuntu 23.10Ubuntu 24.04 29 March60120180240300SE +/- 0.74, N = 3SE +/- 0.40, N = 3274.81288.61

Timed LLVM Compilation

Build System: Ninja

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed LLVM Compilation 16.0Build System: NinjaUbuntu 23.10Ubuntu 24.04 29 March306090120150SE +/- 0.34, N = 3SE +/- 0.14, N = 3128.94139.48

Timed LLVM Compilation

Build System: Unix Makefiles

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed LLVM Compilation 16.0Build System: Unix MakefilesUbuntu 23.10Ubuntu 24.04 29 March4080120160200SE +/- 0.37, N = 3SE +/- 0.95, N = 3182.94200.52

Timed Mesa Compilation

Time To Compile

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Mesa Compilation 24.0Time To CompileUbuntu 23.10Ubuntu 24.04 29 March3691215SE +/- 0.03, N = 3SE +/- 0.04, N = 311.6412.80

Timed Node.js Compilation

Time To Compile

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Node.js Compilation 19.8.1Time To CompileUbuntu 23.10Ubuntu 24.04 29 March306090120150SE +/- 0.81, N = 3SE +/- 0.15, N = 3115.85124.94

OSPRay Studio

Camera: 1 - Resolution: 4K - Samples Per Pixel: 1 - Renderer: Path Tracer - Acceleration: CPU

OpenBenchmarking.orgms, Fewer Is BetterOSPRay Studio 1.0Camera: 1 - Resolution: 4K - Samples Per Pixel: 1 - Renderer: Path Tracer - Acceleration: CPUUbuntu 23.10Ubuntu 24.04 29 March30060090012001500SE +/- 0.88, N = 3SE +/- 1.15, N = 312921298

OSPRay Studio

Camera: 3 - Resolution: 4K - Samples Per Pixel: 1 - Renderer: Path Tracer - Acceleration: CPU

OpenBenchmarking.orgms, Fewer Is BetterOSPRay Studio 1.0Camera: 3 - Resolution: 4K - Samples Per Pixel: 1 - Renderer: Path Tracer - Acceleration: CPUUbuntu 23.10Ubuntu 24.04 29 March30060090012001500SE +/- 1.86, N = 3SE +/- 1.20, N = 315291538

OSPRay Studio

Camera: 1 - Resolution: 4K - Samples Per Pixel: 16 - Renderer: Path Tracer - Acceleration: CPU

OpenBenchmarking.orgms, Fewer Is BetterOSPRay Studio 1.0Camera: 1 - Resolution: 4K - Samples Per Pixel: 16 - Renderer: Path Tracer - Acceleration: CPUUbuntu 23.10Ubuntu 24.04 29 March4K8K12K16K20KSE +/- 15.14, N = 3SE +/- 10.20, N = 32076220867

OSPRay Studio

Camera: 1 - Resolution: 4K - Samples Per Pixel: 32 - Renderer: Path Tracer - Acceleration: CPU

OpenBenchmarking.orgms, Fewer Is BetterOSPRay Studio 1.0Camera: 1 - Resolution: 4K - Samples Per Pixel: 32 - Renderer: Path Tracer - Acceleration: CPUUbuntu 23.10Ubuntu 24.04 29 March10K20K30K40K50KSE +/- 36.01, N = 3SE +/- 4.98, N = 34537345722

OSPRay Studio

Camera: 3 - Resolution: 4K - Samples Per Pixel: 16 - Renderer: Path Tracer - Acceleration: CPU

OpenBenchmarking.orgms, Fewer Is BetterOSPRay Studio 1.0Camera: 3 - Resolution: 4K - Samples Per Pixel: 16 - Renderer: Path Tracer - Acceleration: CPUUbuntu 23.10Ubuntu 24.04 29 March5K10K15K20K25KSE +/- 13.25, N = 3SE +/- 30.02, N = 32452224676

OSPRay Studio

Camera: 3 - Resolution: 4K - Samples Per Pixel: 32 - Renderer: Path Tracer - Acceleration: CPU

OpenBenchmarking.orgms, Fewer Is BetterOSPRay Studio 1.0Camera: 3 - Resolution: 4K - Samples Per Pixel: 32 - Renderer: Path Tracer - Acceleration: CPUUbuntu 23.10Ubuntu 24.04 29 March11K22K33K44K55KSE +/- 106.34, N = 3SE +/- 13.57, N = 35300653377

GROMACS

Implementation: MPI CPU - Input: water_GMX50_bare

OpenBenchmarking.orgNs Per Day, More Is BetterGROMACS 2024Implementation: MPI CPU - Input: water_GMX50_bareUbuntu 23.10Ubuntu 24.04 29 March246810SE +/- 0.003, N = 3SE +/- 0.006, N = 37.5857.5341. (CXX) g++ options: -O3 -lm

PyTorch

Device: CPU - Batch Size: 256 - Model: ResNet-50

OpenBenchmarking.orgbatches/sec, More Is BetterPyTorch 2.2.1Device: CPU - Batch Size: 256 - Model: ResNet-50Ubuntu 23.10Ubuntu 24.04 29 March1122334455SE +/- 0.26, N = 3SE +/- 0.34, N = 347.8444.59MIN: 43.7 / MAX: 48.82MIN: 41.28 / MAX: 46.04

PyTorch

Device: CPU - Batch Size: 256 - Model: ResNet-152

OpenBenchmarking.orgbatches/sec, More Is BetterPyTorch 2.2.1Device: CPU - Batch Size: 256 - Model: ResNet-152Ubuntu 23.10Ubuntu 24.04 29 March510152025SE +/- 0.09, N = 3SE +/- 0.16, N = 318.9317.70MIN: 18.21 / MAX: 19.23MIN: 16.58 / MAX: 18.19

TensorFlow

Device: CPU - Batch Size: 256 - Model: AlexNet

OpenBenchmarking.orgimages/sec, More Is BetterTensorFlow 2.16.1Device: CPU - Batch Size: 256 - Model: AlexNetUbuntu 23.10Ubuntu 24.04 29 March2004006008001000SE +/- 1.32, N = 3SE +/- 0.74, N = 31136.551115.86

TensorFlow

Device: CPU - Batch Size: 256 - Model: GoogLeNet

OpenBenchmarking.orgimages/sec, More Is BetterTensorFlow 2.16.1Device: CPU - Batch Size: 256 - Model: GoogLeNetUbuntu 23.10Ubuntu 24.04 29 March70140210280350SE +/- 0.24, N = 3SE +/- 0.16, N = 3306.93304.67

TensorFlow

Device: CPU - Batch Size: 256 - Model: ResNet-50

OpenBenchmarking.orgimages/sec, More Is BetterTensorFlow 2.16.1Device: CPU - Batch Size: 256 - Model: ResNet-50Ubuntu 23.10Ubuntu 24.04 29 March20406080100SE +/- 0.05, N = 3SE +/- 0.28, N = 388.9088.12

SQLite Speedtest

Timed Time - Size 1,000

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

Darktable

Test: Boat - Acceleration: CPU-only

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

Darktable

Test: Masskrug - Acceleration: CPU-only

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

Darktable

Test: Server Rack - Acceleration: CPU-only

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

Darktable

Test: Server Room - Acceleration: CPU-only

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

GIMP

Test: resize

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

GIMP

Test: rotate

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

GIMP

Test: auto-levels

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

GIMP

Test: unsharp-mask

OpenBenchmarking.orgSeconds, Fewer Is BetterGIMP 2.10.34Test: unsharp-maskUbuntu 23.10510152025SE +/- 0.17, N = 318.98

RawTherapee

Total Benchmark Time

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.

Google Draco

Model: Lion

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

Google Draco

Model: Church Facade

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

Model: Vehicle Detection FP16 - Device: CPU

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2024.0Model: Vehicle Detection FP16 - Device: CPUUbuntu 23.10Ubuntu 24.04 29 March400800120016002000SE +/- 1.44, N = 3SE +/- 9.61, N = 31693.541622.441. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl

OpenVINO

Model: Vehicle Detection FP16 - Device: CPU

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2024.0Model: Vehicle Detection FP16 - Device: CPUUbuntu 23.10Ubuntu 24.04 29 March510152025SE +/- 0.02, N = 3SE +/- 0.12, N = 318.8519.62MIN: 7.07 / MAX: 65.71MIN: 5.81 / MAX: 38.141. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl

OpenVINO

Model: Face Detection FP16-INT8 - Device: CPU

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2024.0Model: Face Detection FP16-INT8 - Device: CPUUbuntu 23.10Ubuntu 24.04 29 March20406080100SE +/- 0.05, N = 3SE +/- 0.01, N = 385.2484.751. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl

OpenVINO

Model: Face Detection FP16-INT8 - Device: CPU

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2024.0Model: Face Detection FP16-INT8 - Device: CPUUbuntu 23.10Ubuntu 24.04 29 March80160240320400SE +/- 0.16, N = 3SE +/- 0.08, N = 3374.33376.51MIN: 310.18 / MAX: 399.4MIN: 334.15 / MAX: 400.641. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl

OpenVINO

Model: Weld Porosity Detection FP16 - Device: CPU

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2024.0Model: Weld Porosity Detection FP16 - Device: CPUUbuntu 23.10Ubuntu 24.04 29 March9001800270036004500SE +/- 1.79, N = 3SE +/- 2.98, N = 34379.194285.021. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl

OpenVINO

Model: Weld Porosity Detection FP16 - Device: CPU

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2024.0Model: Weld Porosity Detection FP16 - Device: CPUUbuntu 23.10Ubuntu 24.04 29 March48121620SE +/- 0.00, N = 3SE +/- 0.01, N = 314.6014.76MIN: 6.95 / MAX: 35.57MIN: 6.9 / MAX: 27.381. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl

OpenVINO

Model: Face Detection Retail FP16-INT8 - Device: CPU

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2024.0Model: Face Detection Retail FP16-INT8 - Device: CPUUbuntu 23.10Ubuntu 24.04 29 March3K6K9K12K15KSE +/- 9.62, N = 3SE +/- 9.26, N = 315789.1613670.941. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl

OpenVINO

Model: Face Detection Retail FP16-INT8 - Device: CPU

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2024.0Model: Face Detection Retail FP16-INT8 - Device: CPUUbuntu 23.10Ubuntu 24.04 29 March0.99451.9892.98353.9784.9725SE +/- 0.00, N = 3SE +/- 0.00, N = 34.054.42MIN: 2.51 / MAX: 27.48MIN: 1.97 / MAX: 15.191. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl

OpenVINO

Model: Road Segmentation ADAS FP16-INT8 - Device: CPU

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2024.0Model: Road Segmentation ADAS FP16-INT8 - Device: CPUUbuntu 23.10Ubuntu 24.04 29 March30060090012001500SE +/- 3.18, N = 3SE +/- 1.44, N = 31336.251309.451. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl

OpenVINO

Model: Road Segmentation ADAS FP16-INT8 - Device: CPU

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2024.0Model: Road Segmentation ADAS FP16-INT8 - Device: CPUUbuntu 23.10Ubuntu 24.04 29 March612182430SE +/- 0.06, N = 3SE +/- 0.03, N = 323.9124.31MIN: 11.87 / MAX: 49.81MIN: 11.56 / MAX: 41.321. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl

OpenVINO

Model: Machine Translation EN To DE FP16 - Device: CPU

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2024.0Model: Machine Translation EN To DE FP16 - Device: CPUUbuntu 23.10Ubuntu 24.04 29 March80160240320400SE +/- 1.30, N = 3SE +/- 1.32, N = 3360.38359.331. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl

OpenVINO

Model: Machine Translation EN To DE FP16 - Device: CPU

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2024.0Model: Machine Translation EN To DE FP16 - Device: CPUUbuntu 23.10Ubuntu 24.04 29 March20406080100SE +/- 0.32, N = 3SE +/- 0.33, N = 388.7288.78MIN: 38.59 / MAX: 119.29MIN: 36.89 / MAX: 120.541. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl

OpenVINO

Model: Noise Suppression Poconet-Like FP16 - Device: CPU

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2024.0Model: Noise Suppression Poconet-Like FP16 - Device: CPUUbuntu 23.10Ubuntu 24.04 29 March7001400210028003500SE +/- 26.84, N = 15SE +/- 28.92, N = 153479.923411.041. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl

OpenVINO

Model: Noise Suppression Poconet-Like FP16 - Device: CPU

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2024.0Model: Noise Suppression Poconet-Like FP16 - Device: CPUUbuntu 23.10Ubuntu 24.04 29 March48121620SE +/- 0.13, N = 15SE +/- 0.15, N = 1517.8318.07MIN: 7.34 / MAX: 114.8MIN: 6.61 / MAX: 84.991. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl

OpenVINO

Model: Handwritten English Recognition FP16-INT8 - Device: CPU

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2024.0Model: Handwritten English Recognition FP16-INT8 - Device: CPUUbuntu 23.10Ubuntu 24.04 29 March5001000150020002500SE +/- 0.65, N = 3SE +/- 3.96, N = 32361.962290.491. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl

OpenVINO

Model: Handwritten English Recognition FP16-INT8 - Device: CPU

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2024.0Model: Handwritten English Recognition FP16-INT8 - Device: CPUUbuntu 23.10Ubuntu 24.04 29 March714212835SE +/- 0.01, N = 3SE +/- 0.04, N = 327.0827.77MIN: 15.63 / MAX: 48.21MIN: 15.52 / MAX: 52.371. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl

OpenVINO

Model: Age Gender Recognition Retail 0013 FP16-INT8 - Device: CPU

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

OpenVINO

Model: Age Gender Recognition Retail 0013 FP16-INT8 - Device: CPU

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

RocksDB

Test: Overwrite

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

RocksDB

Test: Random Read

OpenBenchmarking.orgOp/s, More Is BetterRocksDB 9.0Test: Random ReadUbuntu 23.10Ubuntu 24.04 29 March100M200M300M400M500MSE +/- 384615.20, N = 3SE +/- 596367.62, N = 34594252564230401191. (CXX) g++ options: -O3 -march=native -pthread -fno-builtin-memcmp -fno-rtti -lpthread

RocksDB

Test: Update Random

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

RocksDB

Test: Read While Writing

OpenBenchmarking.orgOp/s, More Is BetterRocksDB 9.0Test: Read While WritingUbuntu 23.10Ubuntu 24.04 29 March3M6M9M12M15MSE +/- 33234.45, N = 3SE +/- 129305.78, N = 513548278119683931. (CXX) g++ options: -O3 -march=native -pthread -fno-builtin-memcmp -fno-rtti -lpthread

RocksDB

Test: Read Random Write Random

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

Llamafile

Test: llava-v1.5-7b-q4 - Acceleration: CPU

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

Llamafile

Test: mistral-7b-instruct-v0.2.Q8_0 - Acceleration: CPU

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

Llamafile

Test: wizardcoder-python-34b-v1.0.Q6_K - Acceleration: CPU

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

BRL-CAD

VGR Performance Metric

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

Darktable

Test: Boat - Acceleration: CPU-only

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

Darktable

Test: Masskrug - Acceleration: CPU-only

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

Darktable

Test: Server Rack - Acceleration: CPU-only

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

Darktable

Test: Server Room - Acceleration: CPU-only

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

GIMP

Test: resize

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

GIMP

Test: rotate

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

GIMP

Test: auto-levels

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

GIMP

Test: unsharp-mask

OpenBenchmarking.orgSeconds, Fewer Is BetterGIMP 2.10.36Test: unsharp-maskUbuntu 24.04 29 March510152025SE +/- 0.02, N = 319.00

Phoronix Test Suite v10.8.5