x3d sun

AMD Ryzen 7 9800X3D 8-Core testing with a ASRock X870E Taichi (3.12.AS02 BIOS) and NVIDIA GeForce RTX 4070 12GB on Ubuntu 24.04 via the Phoronix Test Suite.

Compare your own system(s) to this result file with the Phoronix Test Suite by running the command: phoronix-test-suite benchmark 2411257-PTS-X3DSUN6047
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November 25
  1 Hour, 50 Minutes
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November 25
  1 Hour, 50 Minutes
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x3d sunOpenBenchmarking.orgPhoronix Test SuiteAMD Ryzen 7 9800X3D 8-Core @ 6.22GHz (8 Cores / 16 Threads)ASRock X870E Taichi (3.12.AS02 BIOS)AMD Device 14d82 x 16GB DDR5-6000MT/s F5-6000J2836G16GWestern Digital WD_BLACK SN850X 2000GBNVIDIA GeForce RTX 4070 12GBNVIDIA AD104 HD AudioDELL U2723QERealtek Device 8126 + MEDIATEK Device 0717Ubuntu 24.046.8.0-49-generic (x86_64)GNOME Shell 46.0X Server 1.21.1.11NVIDIA 565.57.014.6.0OpenCL 3.0 CUDA 12.7.33GCC 13.2.0ext43840x2160ProcessorMotherboardChipsetMemoryDiskGraphicsAudioMonitorNetworkOSKernelDesktopDisplay ServerDisplay DriverOpenGLOpenCLCompilerFile-SystemScreen ResolutionX3d Sun BenchmarksSystem Logs- nouveau.modeset=0 - Transparent Huge Pages: madvise- --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-uJ7kn6/gcc-13-13.2.0/debian/tmp-nvptx/usr,amdgcn-amdhsa=/build/gcc-13-uJ7kn6/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 - Scaling Governor: amd-pstate-epp performance (EPP: performance) - CPU Microcode: 0xb404023 - OpenJDK Runtime Environment (build 21.0.5+11-Ubuntu-1ubuntu124.04)- Python 3.12.3- gather_data_sampling: Not affected + itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + mmio_stale_data: Not affected + reg_file_data_sampling: Not affected + retbleed: Not affected + spec_rstack_overflow: Not affected + 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; BHI: Not affected + srbds: Not affected + tsx_async_abort: Not affected

a vs. b ComparisonPhoronix Test SuiteBaseline+2.4%+2.4%+4.8%+4.8%+7.2%+7.2%7.6%7.6%5.6%3.3%3.1%2.3%F.H.R9.5%CPU BLAS - granite-3.0-3b-a800m-instruct-Q8_0 - P.P.58.7%P.D.F - CPUP.D.F - CPUCPU BLAS - granite-3.0-3b-a800m-instruct-Q8_0 - P.P.2R.S.A.F - CPU5%R.S.A.F - CPU5%G.A.U.J.F3.4%I.M.D.SALS Movie LensF.D.R.F - CPU2.7%Rand Forest2.1%A.S.P2.1%R.S.A.F.I - CPU2.1%R.S.A.F.I - CPU2.1%V.D.F - CPU2.1%Gemma-7b-int4-ov - CPU - T.T.F.TRenaissanceLlama.cppOpenVINOOpenVINOLlama.cppOpenVINOOpenVINORenaissanceRenaissanceRenaissanceOpenVINORenaissanceRenaissanceOpenVINOOpenVINOOpenVINOOpenVINO GenAIab

x3d sunrenaissance: Finagle HTTP Requestsllama-cpp: CPU BLAS - granite-3.0-3b-a800m-instruct-Q8_0 - Prompt Processing 512openvino: Person Detection FP16 - CPUopenvino: Person Detection FP16 - CPUllama-cpp: CPU BLAS - granite-3.0-3b-a800m-instruct-Q8_0 - Prompt Processing 2048openvino: Road Segmentation ADAS FP16 - CPUopenvino: Road Segmentation ADAS FP16 - CPUrenaissance: Genetic Algorithm Using Jenetics + Futuresrenaissance: In-Memory Database Shootoutrenaissance: ALS Movie Lensopenvino: Face Detection Retail FP16 - CPUrenaissance: Rand Forestrenaissance: Apache Spark PageRankopenvino: Road Segmentation ADAS FP16-INT8 - CPUopenvino: Road Segmentation ADAS FP16-INT8 - CPUopenvino: Vehicle Detection FP16 - CPUopenvino: Vehicle Detection FP16 - CPUblender: BMW27 - NVIDIA OptiXrenaissance: Scala Dottyopenvino: Handwritten English Recognition FP16 - CPUopenvino: Face Detection Retail FP16 - CPUopenvino: Handwritten English Recognition FP16 - CPUrenaissance: Savina Reactors.IOrenaissance: Gaussian Mixture Modelopenvino: Face Detection Retail FP16-INT8 - CPUllama-cpp: CPU BLAS - Llama-3.1-Tulu-3-8B-Q8_0 - Prompt Processing 512llama-cpp: CPU BLAS - Mistral-7B-Instruct-v0.3-Q8_0 - Prompt Processing 2048blender: Classroom - NVIDIA OptiXopenvino: Person Detection FP32 - CPUopenvino: Person Detection FP32 - CPUblender: Classroom - CPU-Onlyllama-cpp: CPU BLAS - Mistral-7B-Instruct-v0.3-Q8_0 - Prompt Processing 1024blender: Junkshop - CPU-Onlyopenvino: Noise Suppression Poconet-Like FP16 - CPUblender: BMW27 - CPU-Onlyopenvino: Noise Suppression Poconet-Like FP16 - CPUopenvino: Weld Porosity Detection FP16-INT8 - CPUllama-cpp: CPU BLAS - Mistral-7B-Instruct-v0.3-Q8_0 - Prompt Processing 512blender: Pabellon Barcelona - CPU-Onlyblender: Fishy Cat - CPU-Onlyopenvino: Face Detection Retail FP16-INT8 - CPUopenvino: Machine Translation EN To DE FP16 - CPUopenvino: Machine Translation EN To DE FP16 - CPUrenaissance: Apache Spark Bayesllama-cpp: CPU BLAS - granite-3.0-3b-a800m-instruct-Q8_0 - Text Generation 128openvino: Vehicle Detection FP16-INT8 - CPUopenvino: Face Detection FP16-INT8 - CPUblender: Fishy Cat - NVIDIA OptiXopenvino: Age Gender Recognition Retail 0013 FP16 - CPUopenvino: Person Vehicle Bike Detection FP16 - CPUopenvino: Weld Porosity Detection FP16-INT8 - CPUopenvino: Face Detection FP16-INT8 - CPUopenvino-genai: Gemma-7b-int4-ov - CPUblender: Barbershop - CPU-Onlyopenvino: Vehicle Detection FP16-INT8 - CPUopenvino: Person Re-Identification Retail FP16 - CPUprimesieve: 1e13llama-cpp: CPU BLAS - Llama-3.1-Tulu-3-8B-Q8_0 - Prompt Processing 2048openvino: Age Gender Recognition Retail 0013 FP16-INT8 - CPUblender: Pabellon Barcelona - NVIDIA OptiXllama-cpp: CPU BLAS - granite-3.0-3b-a800m-instruct-Q8_0 - Prompt Processing 1024openvino-genai: Falcon-7b-instruct-int4-ov - CPUllama-cpp: CPU BLAS - Llama-3.1-Tulu-3-8B-Q8_0 - Text Generation 128llama-cpp: CPU BLAS - Mistral-7B-Instruct-v0.3-Q8_0 - Text Generation 128openvino: Weld Porosity Detection FP16 - CPUprimesieve: 1e12openvino-genai: TinyLlama-1.1B-Chat-v1.0 - CPUblender: Barbershop - NVIDIA OptiXopenvino: Face Detection FP16 - CPUopenvino: Person Vehicle Bike Detection FP16 - CPUopenvino-genai: Phi-3-mini-128k-instruct-int4-ov - CPUopenvino: Face Detection FP16 - CPUopenvino: Handwritten English Recognition FP16-INT8 - CPUrenaissance: Akka Unbalanced Cobwebbed Treeopenvino: Handwritten English Recognition FP16-INT8 - CPUllama-cpp: CPU BLAS - Llama-3.1-Tulu-3-8B-Q8_0 - Prompt Processing 1024openvino: Age Gender Recognition Retail 0013 FP16-INT8 - CPUopenvino: Age Gender Recognition Retail 0013 FP16 - CPUopenvino: Person Re-Identification Retail FP16 - CPUopenvino: Weld Porosity Detection FP16 - CPUblender: Junkshop - NVIDIA OptiXopenvino-genai: Phi-3-mini-128k-instruct-int4-ov - CPU - Time Per Output Tokenopenvino-genai: Phi-3-mini-128k-instruct-int4-ov - CPU - Time To First Tokenopenvino-genai: Falcon-7b-instruct-int4-ov - CPU - Time Per Output Tokenopenvino-genai: Falcon-7b-instruct-int4-ov - CPU - Time To First Tokenopenvino-genai: TinyLlama-1.1B-Chat-v1.0 - CPU - Time Per Output Tokenopenvino-genai: TinyLlama-1.1B-Chat-v1.0 - CPU - Time To First Tokenopenvino-genai: Gemma-7b-int4-ov - CPU - Time Per Output Tokenopenvino-genai: Gemma-7b-int4-ov - CPU - Time To First Tokenrenaissance: Apache Spark ALSab946.6320.3531.93125.14242.14399.659.98629.91774.95675.82720.37313.61731.28.52468.11074.933.76.25332.3559.031.4214.233235.72754.23828.93108.2396.1315.6731.75125.85238.72104.62109.311228.7784.286.452441.6108.99267.62118.762.02125.4431.85464.060.372.7725.611.5130648.413.093.19156.1910.76822.151432.671612.55135.89796.534063016.88268.914.177.277.681301.5110.85226.4262.28295.131275.1421.6313.5514.052997.6565.22104.570.180.242.446.0412.6646.2451.7670.5880.9237.8539.6192.93107.551036.1294.7329.67134.63255.78380.5410.48651.51719.05503.22649.11320.31768.08.7458.471053.243.776.36337.5550.551.4414.423274.52785.83868.7109.395.215.5231.45127.03240.88103.69110.241220.4684.856.492427.32108.38269.06119.392.01124.8532461.960.152.7825.5111.5530751.323.13.2156.6310.79824.331429.011608.6135.57596.7440555.4216.85268.4714.197.287.671303.110.83926.3962.35294.81273.9621.6113.5614.062999.4564.93104.560.180.242.446.0412.6646.2751.7970.4980.5137.8939.6692.68105.09OpenBenchmarking.org

Renaissance

OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.16Test: Finagle HTTP Requestsab2004006008001000946.61036.1MIN: 922.09 / MAX: 948.56MIN: 913.25 / MAX: 1036.14

Llama.cpp

OpenBenchmarking.orgTokens Per Second, More Is BetterLlama.cpp b4154Backend: CPU BLAS - Model: granite-3.0-3b-a800m-instruct-Q8_0 - Test: Prompt Processing 512ab70140210280350320.35294.731. (CXX) g++ options: -std=c++11 -fPIC -O3 -pthread -fopenmp -march=native -mtune=native -lopenblas

OpenVINO

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2024.5Model: Person Detection FP16 - Device: CPUab71421283531.9329.67MIN: 25.26 / MAX: 45.33MIN: 25.34 / MAX: 46.191. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl -lstdc++fs

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2024.5Model: Person Detection FP16 - Device: CPUab306090120150125.14134.631. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl -lstdc++fs

Llama.cpp

OpenBenchmarking.orgTokens Per Second, More Is BetterLlama.cpp b4154Backend: CPU BLAS - Model: granite-3.0-3b-a800m-instruct-Q8_0 - Test: Prompt Processing 2048ab60120180240300242.14255.781. (CXX) g++ options: -std=c++11 -fPIC -O3 -pthread -fopenmp -march=native -mtune=native -lopenblas

OpenVINO

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2024.5Model: Road Segmentation ADAS FP16 - Device: CPUab90180270360450399.65380.541. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl -lstdc++fs

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2024.5Model: Road Segmentation ADAS FP16 - Device: CPUab36912159.9810.48MIN: 6.76 / MAX: 15.17MIN: 5.96 / MAX: 13.861. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl -lstdc++fs

Renaissance

OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.16Test: Genetic Algorithm Using Jenetics + Futuresab140280420560700629.9651.5MIN: 621.08 / MAX: 634.04MIN: 640.26

OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.16Test: In-Memory Database Shootoutab4008001200160020001774.91719.0MIN: 1710.54 / MAX: 1868.66MIN: 1638.13 / MAX: 1767.56

OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.16Test: ALS Movie Lensab120024003600480060005675.85503.2MIN: 5581.56 / MAX: 6205.97MIN: 5503.17 / MAX: 6137.99

OpenVINO

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2024.5Model: Face Detection Retail FP16 - Device: CPUab60012001800240030002720.372649.111. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl -lstdc++fs

Renaissance

OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.16Test: Random Forestab70140210280350313.6320.3MIN: 286.88 / MAX: 359.83MIN: 287.69 / MAX: 368.17

OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.16Test: Apache Spark PageRankab4008001200160020001731.21768.0MIN: 1337.87 / MAX: 1731.24MIN: 1347.59 / MAX: 1768.01

OpenVINO

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2024.5Model: Road Segmentation ADAS FP16-INT8 - Device: CPUab2468108.528.70MIN: 5.15 / MAX: 17.8MIN: 5.2 / MAX: 14.141. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl -lstdc++fs

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2024.5Model: Road Segmentation ADAS FP16-INT8 - Device: CPUab100200300400500468.10458.471. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl -lstdc++fs

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2024.5Model: Vehicle Detection FP16 - Device: CPUab20040060080010001074.931053.241. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl -lstdc++fs

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2024.5Model: Vehicle Detection FP16 - Device: CPUab0.84831.69662.54493.39324.24153.703.77MIN: 2.12 / MAX: 8.14MIN: 2.13 / MAX: 7.071. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl -lstdc++fs

Blender

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 4.3Blend File: BMW27 - Compute: NVIDIA OptiXab2468106.256.36

Renaissance

OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.16Test: Scala Dottyab70140210280350332.3337.5MIN: 279.66 / MAX: 459.23MIN: 285.27 / MAX: 447.97

OpenVINO

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2024.5Model: Handwritten English Recognition FP16 - Device: CPUab120240360480600559.03550.551. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl -lstdc++fs

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2024.5Model: Face Detection Retail FP16 - Device: CPUab0.3240.6480.9721.2961.621.421.44MIN: 0.79 / MAX: 5.25MIN: 0.79 / MAX: 5.451. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl -lstdc++fs

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2024.5Model: Handwritten English Recognition FP16 - Device: CPUab4812162014.2314.42MIN: 10.48 / MAX: 23.62MIN: 9.72 / MAX: 24.331. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl -lstdc++fs

Renaissance

OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.16Test: Savina Reactors.IOab70014002100280035003235.73274.5MAX: 3969.9MIN: 3274.47 / MAX: 4491.18

OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.16Test: Gaussian Mixture Modelab60012001800240030002754.22785.8MIN: 2079.76 / MAX: 2754.23MIN: 2099.87 / MAX: 2785.82

OpenVINO

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2024.5Model: Face Detection Retail FP16-INT8 - Device: CPUab80016002400320040003828.933868.701. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl -lstdc++fs

Llama.cpp

OpenBenchmarking.orgTokens Per Second, More Is BetterLlama.cpp b4154Backend: CPU BLAS - Model: Llama-3.1-Tulu-3-8B-Q8_0 - Test: Prompt Processing 512ab20406080100108.23109.301. (CXX) g++ options: -std=c++11 -fPIC -O3 -pthread -fopenmp -march=native -mtune=native -lopenblas

OpenBenchmarking.orgTokens Per Second, More Is BetterLlama.cpp b4154Backend: CPU BLAS - Model: Mistral-7B-Instruct-v0.3-Q8_0 - Test: Prompt Processing 2048ab2040608010096.1395.201. (CXX) g++ options: -std=c++11 -fPIC -O3 -pthread -fopenmp -march=native -mtune=native -lopenblas

Blender

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 4.3Blend File: Classroom - Compute: NVIDIA OptiXab4812162015.6715.52

OpenVINO

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2024.5Model: Person Detection FP32 - Device: CPUab71421283531.7531.45MIN: 26.2 / MAX: 44.37MIN: 22.07 / MAX: 46.261. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl -lstdc++fs

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2024.5Model: Person Detection FP32 - Device: CPUab306090120150125.85127.031. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl -lstdc++fs

Blender

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 4.3Blend File: Classroom - Compute: CPU-Onlyab50100150200250238.72240.88

Llama.cpp

OpenBenchmarking.orgTokens Per Second, More Is BetterLlama.cpp b4154Backend: CPU BLAS - Model: Mistral-7B-Instruct-v0.3-Q8_0 - Test: Prompt Processing 1024ab20406080100104.62103.691. (CXX) g++ options: -std=c++11 -fPIC -O3 -pthread -fopenmp -march=native -mtune=native -lopenblas

Blender

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 4.3Blend File: Junkshop - Compute: CPU-Onlyab20406080100109.31110.24

OpenVINO

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2024.5Model: Noise Suppression Poconet-Like FP16 - Device: CPUab300600900120015001228.771220.461. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl -lstdc++fs

Blender

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 4.3Blend File: BMW27 - Compute: CPU-Onlyab2040608010084.2884.85

OpenVINO

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2024.5Model: Noise Suppression Poconet-Like FP16 - Device: CPUab2468106.456.49MIN: 4.75 / MAX: 8.7MIN: 4.49 / MAX: 18.721. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl -lstdc++fs

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2024.5Model: Weld Porosity Detection FP16-INT8 - Device: CPUab50010001500200025002441.602427.321. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl -lstdc++fs

Llama.cpp

OpenBenchmarking.orgTokens Per Second, More Is BetterLlama.cpp b4154Backend: CPU BLAS - Model: Mistral-7B-Instruct-v0.3-Q8_0 - Test: Prompt Processing 512ab20406080100108.99108.381. (CXX) g++ options: -std=c++11 -fPIC -O3 -pthread -fopenmp -march=native -mtune=native -lopenblas

Blender

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 4.3Blend File: Pabellon Barcelona - Compute: CPU-Onlyab60120180240300267.62269.06

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 4.3Blend File: Fishy Cat - Compute: CPU-Onlyab306090120150118.76119.39

OpenVINO

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2024.5Model: Face Detection Retail FP16-INT8 - Device: CPUab0.45450.9091.36351.8182.27252.022.01MIN: 1.13 / MAX: 4.45MIN: 1.12 / MAX: 51. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl -lstdc++fs

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2024.5Model: Machine Translation EN To DE FP16 - Device: CPUab306090120150125.44124.851. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl -lstdc++fs

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2024.5Model: Machine Translation EN To DE FP16 - Device: CPUab71421283531.8532.00MIN: 16.85 / MAX: 42.5MIN: 15.15 / MAX: 41.091. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl -lstdc++fs

Renaissance

OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.16Test: Apache Spark Bayesab100200300400500464.0461.9MIN: 423.57 / MAX: 464.02MIN: 421.63 / MAX: 470.36

Llama.cpp

OpenBenchmarking.orgTokens Per Second, More Is BetterLlama.cpp b4154Backend: CPU BLAS - Model: granite-3.0-3b-a800m-instruct-Q8_0 - Test: Text Generation 128ab142842567060.3760.151. (CXX) g++ options: -std=c++11 -fPIC -O3 -pthread -fopenmp -march=native -mtune=native -lopenblas

OpenVINO

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2024.5Model: Vehicle Detection FP16-INT8 - Device: CPUab0.62551.2511.87652.5023.12752.772.78MIN: 1.66 / MAX: 5.05MIN: 1.65 / MAX: 6.661. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl -lstdc++fs

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2024.5Model: Face Detection FP16-INT8 - Device: CPUab61218243025.6025.511. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl -lstdc++fs

Blender

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 4.3Blend File: Fishy Cat - Compute: NVIDIA OptiXab369121511.5111.55

OpenVINO

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2024.5Model: Age Gender Recognition Retail 0013 FP16 - Device: CPUab7K14K21K28K35K30648.4130751.321. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl -lstdc++fs

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2024.5Model: Person Vehicle Bike Detection FP16 - Device: CPUab0.69751.3952.09252.793.48753.093.10MIN: 2.19 / MAX: 7.29MIN: 2.07 / MAX: 8.091. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl -lstdc++fs

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2024.5Model: Weld Porosity Detection FP16-INT8 - Device: CPUab0.721.442.162.883.63.193.20MIN: 1.67 / MAX: 6.29MIN: 1.67 / MAX: 9.261. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl -lstdc++fs

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2024.5Model: Face Detection FP16-INT8 - Device: CPUab306090120150156.19156.63MIN: 149.55 / MAX: 159.9MIN: 148.3 / MAX: 162.51. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl -lstdc++fs

OpenVINO GenAI

OpenBenchmarking.orgtokens/s, More Is BetterOpenVINO GenAI 2024.5Model: Gemma-7b-int4-ov - Device: CPUab369121510.7610.79

Blender

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 4.3Blend File: Barbershop - Compute: CPU-Onlyab2004006008001000822.15824.33

OpenVINO

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2024.5Model: Vehicle Detection FP16-INT8 - Device: CPUab300600900120015001432.671429.011. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl -lstdc++fs

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2024.5Model: Person Re-Identification Retail FP16 - Device: CPUab300600900120015001612.551608.601. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl -lstdc++fs

Primesieve

OpenBenchmarking.orgSeconds, Fewer Is BetterPrimesieve 12.6Length: 1e13ab306090120150135.90135.581. (CXX) g++ options: -O3

Llama.cpp

OpenBenchmarking.orgTokens Per Second, More Is BetterLlama.cpp b4154Backend: CPU BLAS - Model: Llama-3.1-Tulu-3-8B-Q8_0 - Test: Prompt Processing 2048ab2040608010096.5396.741. (CXX) g++ options: -std=c++11 -fPIC -O3 -pthread -fopenmp -march=native -mtune=native -lopenblas

OpenVINO

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2024.5Model: Age Gender Recognition Retail 0013 FP16-INT8 - Device: CPUab9K18K27K36K45K40630.0040555.421. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl -lstdc++fs

Blender

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 4.3Blend File: Pabellon Barcelona - Compute: NVIDIA OptiXab4812162016.8816.85

Llama.cpp

OpenBenchmarking.orgTokens Per Second, More Is BetterLlama.cpp b4154Backend: CPU BLAS - Model: granite-3.0-3b-a800m-instruct-Q8_0 - Test: Prompt Processing 1024ab60120180240300268.90268.471. (CXX) g++ options: -std=c++11 -fPIC -O3 -pthread -fopenmp -march=native -mtune=native -lopenblas

OpenVINO GenAI

OpenBenchmarking.orgtokens/s, More Is BetterOpenVINO GenAI 2024.5Model: Falcon-7b-instruct-int4-ov - Device: CPUab4812162014.1714.19

Llama.cpp

OpenBenchmarking.orgTokens Per Second, More Is BetterLlama.cpp b4154Backend: CPU BLAS - Model: Llama-3.1-Tulu-3-8B-Q8_0 - Test: Text Generation 128ab2468107.277.281. (CXX) g++ options: -std=c++11 -fPIC -O3 -pthread -fopenmp -march=native -mtune=native -lopenblas

OpenBenchmarking.orgTokens Per Second, More Is BetterLlama.cpp b4154Backend: CPU BLAS - Model: Mistral-7B-Instruct-v0.3-Q8_0 - Test: Text Generation 128ab2468107.687.671. (CXX) g++ options: -std=c++11 -fPIC -O3 -pthread -fopenmp -march=native -mtune=native -lopenblas

OpenVINO

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2024.5Model: Weld Porosity Detection FP16 - Device: CPUab300600900120015001301.511303.101. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl -lstdc++fs

Primesieve

OpenBenchmarking.orgSeconds, Fewer Is BetterPrimesieve 12.6Length: 1e12ab369121510.8510.841. (CXX) g++ options: -O3

OpenVINO GenAI

OpenBenchmarking.orgtokens/s, More Is BetterOpenVINO GenAI 2024.5Model: TinyLlama-1.1B-Chat-v1.0 - Device: CPUab61218243026.4226.39

Blender

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 4.3Blend File: Barbershop - Compute: NVIDIA OptiXab142842567062.2862.35

OpenVINO

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2024.5Model: Face Detection FP16 - Device: CPUab60120180240300295.13294.80MIN: 283.45 / MAX: 303.93MIN: 284.42 / MAX: 305.811. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl -lstdc++fs

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2024.5Model: Person Vehicle Bike Detection FP16 - Device: CPUab300600900120015001275.141273.961. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl -lstdc++fs

OpenVINO GenAI

OpenBenchmarking.orgtokens/s, More Is BetterOpenVINO GenAI 2024.5Model: Phi-3-mini-128k-instruct-int4-ov - Device: CPUab51015202521.6321.61

OpenVINO

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2024.5Model: Face Detection FP16 - Device: CPUab369121513.5513.561. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl -lstdc++fs

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2024.5Model: Handwritten English Recognition FP16-INT8 - Device: CPUab4812162014.0514.06MIN: 11.05 / MAX: 27.25MIN: 9.58 / MAX: 24.221. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl -lstdc++fs

Renaissance

OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.16Test: Akka Unbalanced Cobwebbed Treeab60012001800240030002997.62999.4MIN: 2997.57 / MAX: 3595.56MAX: 3557.95

OpenVINO

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2024.5Model: Handwritten English Recognition FP16-INT8 - Device: CPUab120240360480600565.22564.931. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl -lstdc++fs

Llama.cpp

OpenBenchmarking.orgTokens Per Second, More Is BetterLlama.cpp b4154Backend: CPU BLAS - Model: Llama-3.1-Tulu-3-8B-Q8_0 - Test: Prompt Processing 1024ab20406080100104.57104.561. (CXX) g++ options: -std=c++11 -fPIC -O3 -pthread -fopenmp -march=native -mtune=native -lopenblas

OpenVINO

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2024.5Model: Age Gender Recognition Retail 0013 FP16-INT8 - Device: CPUab0.04050.0810.12150.1620.20250.180.18MIN: 0.1 / MAX: 4.15MIN: 0.11 / MAX: 4.011. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl -lstdc++fs

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2024.5Model: Age Gender Recognition Retail 0013 FP16 - Device: CPUab0.0540.1080.1620.2160.270.240.24MIN: 0.14 / MAX: 3.21MIN: 0.14 / MAX: 3.741. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl -lstdc++fs

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2024.5Model: Person Re-Identification Retail FP16 - Device: CPUab0.5491.0981.6472.1962.7452.442.44MIN: 1.46 / MAX: 6.21MIN: 1.46 / MAX: 4.981. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl -lstdc++fs

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2024.5Model: Weld Porosity Detection FP16 - Device: CPUab2468106.046.04MIN: 3.27 / MAX: 13.47MIN: 3.43 / MAX: 11.681. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl -lstdc++fs

Blender

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 4.3Blend File: Junkshop - Compute: NVIDIA OptiXab369121512.6612.66

Renaissance

Test: Apache Spark ALS

a: The test quit with a non-zero exit status.

b: The test quit with a non-zero exit status.

81 Results Shown

Renaissance
Llama.cpp
OpenVINO:
  Person Detection FP16 - CPU:
    ms
    FPS
Llama.cpp
OpenVINO:
  Road Segmentation ADAS FP16 - CPU:
    FPS
    ms
Renaissance:
  Genetic Algorithm Using Jenetics + Futures
  In-Memory Database Shootout
  ALS Movie Lens
OpenVINO
Renaissance:
  Rand Forest
  Apache Spark PageRank
OpenVINO:
  Road Segmentation ADAS FP16-INT8 - CPU:
    ms
    FPS
  Vehicle Detection FP16 - CPU:
    FPS
    ms
Blender
Renaissance
OpenVINO:
  Handwritten English Recognition FP16 - CPU
  Face Detection Retail FP16 - CPU
  Handwritten English Recognition FP16 - CPU
Renaissance:
  Savina Reactors.IO
  Gaussian Mixture Model
OpenVINO
Llama.cpp:
  CPU BLAS - Llama-3.1-Tulu-3-8B-Q8_0 - Prompt Processing 512
  CPU BLAS - Mistral-7B-Instruct-v0.3-Q8_0 - Prompt Processing 2048
Blender
OpenVINO:
  Person Detection FP32 - CPU:
    ms
    FPS
Blender
Llama.cpp
Blender
OpenVINO
Blender
OpenVINO:
  Noise Suppression Poconet-Like FP16 - CPU
  Weld Porosity Detection FP16-INT8 - CPU
Llama.cpp
Blender:
  Pabellon Barcelona - CPU-Only
  Fishy Cat - CPU-Only
OpenVINO:
  Face Detection Retail FP16-INT8 - CPU
  Machine Translation EN To DE FP16 - CPU
  Machine Translation EN To DE FP16 - CPU
Renaissance
Llama.cpp
OpenVINO:
  Vehicle Detection FP16-INT8 - CPU
  Face Detection FP16-INT8 - CPU
Blender
OpenVINO:
  Age Gender Recognition Retail 0013 FP16 - CPU
  Person Vehicle Bike Detection FP16 - CPU
  Weld Porosity Detection FP16-INT8 - CPU
  Face Detection FP16-INT8 - CPU
OpenVINO GenAI
Blender
OpenVINO:
  Vehicle Detection FP16-INT8 - CPU
  Person Re-Identification Retail FP16 - CPU
Primesieve
Llama.cpp
OpenVINO
Blender
Llama.cpp
OpenVINO GenAI
Llama.cpp:
  CPU BLAS - Llama-3.1-Tulu-3-8B-Q8_0 - Text Generation 128
  CPU BLAS - Mistral-7B-Instruct-v0.3-Q8_0 - Text Generation 128
OpenVINO
Primesieve
OpenVINO GenAI
Blender
OpenVINO:
  Face Detection FP16 - CPU
  Person Vehicle Bike Detection FP16 - CPU
OpenVINO GenAI
OpenVINO:
  Face Detection FP16 - CPU
  Handwritten English Recognition FP16-INT8 - CPU
Renaissance
OpenVINO
Llama.cpp
OpenVINO:
  Age Gender Recognition Retail 0013 FP16-INT8 - CPU
  Age Gender Recognition Retail 0013 FP16 - CPU
  Person Re-Identification Retail FP16 - CPU
  Weld Porosity Detection FP16 - CPU
Blender