TR Comparison

AMD Ryzen Threadripper 3990X 64-Core testing with a Gigabyte TRX40 AORUS PRO WIFI (F6 BIOS) and AMD Radeon RX 5700 8GB on Pop 22.04 via the Phoronix Test Suite.

HTML result view exported from: https://openbenchmarking.org/result/2401140-NE-2401134NE94.

TR ComparisonProcessorMotherboardChipsetMemoryDiskGraphicsAudioMonitorNetworkOSKernelDesktopDisplay ServerOpenGLVulkanCompilerFile-SystemScreen ResolutionTR 7980X DIY BuildTR 3990X System76 ThelioAMD Ryzen Threadripper 7980X 64-Cores @ 8.21GHz (64 Cores / 128 Threads)ASUS Pro WS TRX50-SAGE WIFI (0607 BIOS)AMD Device 14a44 x 32 GB DRAM-4800MT/s F5-6400R3239G32GQ1000GB Western Digital WDS100T1X0E-00AFY0NAVI31 20GB (2025/1249MHz)Realtek ALC1220DELL U2723QEAquantia Device 04c0 + Intel Device 125b + MEDIATEK Device 0616Pop 22.046.6.6-76060606-generic (x86_64)GNOME Shell 42.5X Server 1.21.1.44.6 Mesa 23.3.2-1pop0~1704238321~22.04~36f1d0e (LLVM 15.0.7 DRM 3.54)1.3.267GCC 11.4.0ext43840x2160AMD Ryzen Threadripper 3990X 64-Core @ 2.90GHz (64 Cores / 128 Threads)Gigabyte TRX40 AORUS PRO WIFI (F6 BIOS)AMD Starship/Matisse4 x 32 GB DRAM-3000MT/s CMK64GX4M2D3000C16Samsung SSD 970 EVO Plus 500GBAMD Radeon RX 5700 8GB (1750/875MHz)AMD Navi 10 HDMI AudioDELL P2415QIntel I211 + Intel Wi-Fi 6 AX200OpenBenchmarking.orgKernel Details- Transparent Huge Pages: madviseCompiler Details- --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,brig,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-targets=nvptx-none=/build/gcc-11-XeT9lY/gcc-11-11.4.0/debian/tmp-nvptx/usr,amdgcn-amdhsa=/build/gcc-11-XeT9lY/gcc-11-11.4.0/debian/tmp-gcn/usr --enable-plugin --enable-shared --enable-threads=posix --host=x86_64-linux-gnu --program-prefix=x86_64-linux-gnu- --target=x86_64-linux-gnu --with-abi=m64 --with-arch-32=i686 --with-build-config=bootstrap-lto-lean --with-default-libstdcxx-abi=new --with-gcc-major-version-only --with-multilib-list=m32,m64,mx32 --with-target-system-zlib=auto --with-tune=generic --without-cuda-driver -v Processor Details- TR 7980X DIY Build: Scaling Governor: amd-pstate-epp powersave (EPP: balance_performance) - CPU Microcode: 0xa108105- TR 3990X System76 Thelio: Scaling Governor: acpi-cpufreq schedutil (Boost: Enabled) - CPU Microcode: 0x830107aPython Details- Python 3.10.12Security Details- TR 7980X DIY Build: 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 - TR 3990X System76 Thelio: gather_data_sampling: Not affected + itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + mmio_stale_data: Not affected + retbleed: Mitigation of untrained return thunk; SMT enabled with STIBP protection + 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 Retpolines IBPB: conditional STIBP: always-on RSB filling PBRSB-eIBRS: Not affected + srbds: Not affected + tsx_async_abort: Not affected

TR Comparisonopenvino: Face Detection FP16-INT8 - CPUopenvino: Face Detection FP16-INT8 - CPUopenvino: Age Gender Recognition Retail 0013 FP16-INT8 - CPUopenvino: Age Gender Recognition Retail 0013 FP16-INT8 - CPUopenvino: Person Detection FP16 - CPUopenvino: Person Detection FP16 - CPUopenvino: Weld Porosity Detection FP16-INT8 - CPUopenvino: Weld Porosity Detection FP16-INT8 - CPUopenvino: Vehicle Detection FP16-INT8 - CPUopenvino: Vehicle Detection FP16-INT8 - CPUopenvino: Person Vehicle Bike Detection FP16 - CPUopenvino: Person Vehicle Bike Detection FP16 - CPUopenvino: Machine Translation EN To DE FP16 - CPUopenvino: Machine Translation EN To DE FP16 - CPUopenvino: Face Detection Retail FP16-INT8 - CPUopenvino: Face Detection Retail FP16-INT8 - CPUopenvino: Handwritten English Recognition FP16-INT8 - CPUopenvino: Handwritten English Recognition FP16-INT8 - CPUopenvino: Road Segmentation ADAS FP16-INT8 - CPUopenvino: Road Segmentation ADAS FP16-INT8 - CPUtensorflow: CPU - 1 - ResNet-50tensorflow: CPU - 16 - ResNet-50tensorflow: CPU - 256 - ResNet-50pytorch: CPU - 1 - ResNet-50pytorch: CPU - 1 - ResNet-152pytorch: CPU - 1 - Efficientnet_v2_lpytorch: CPU - 64 - ResNet-50pytorch: CPU - 64 - ResNet-152pytorch: CPU - 64 - Efficientnet_v2_lwhisper-cpp: ggml-base.en - 2016 State of the Unionwhisper-cpp: ggml-small.en - 2016 State of the Unionwhisper-cpp: ggml-medium.en - 2016 State of the Unionllama-cpp: llama-2-7b.Q4_0.ggufllama-cpp: llama-2-13b.Q4_0.ggufllama-cpp: llama-2-70b-chat.Q5_0.gguflczero: BLASlczero: Eigendeepsparse: NLP Text Classification, BERT base uncased SST2, Sparse INT8 - Asynchronous Multi-Streamdeepsparse: NLP Text Classification, BERT base uncased SST2, Sparse INT8 - Asynchronous Multi-Streamdeepsparse: NLP Text Classification, DistilBERT mnli - Asynchronous Multi-Streamdeepsparse: NLP Text Classification, DistilBERT mnli - Asynchronous Multi-Streamdeepsparse: CV Classification, ResNet-50 ImageNet - Asynchronous Multi-Streamdeepsparse: CV Classification, ResNet-50 ImageNet - Asynchronous Multi-Streamdeepsparse: NLP Token Classification, BERT base uncased conll2003 - Asynchronous Multi-Streamdeepsparse: NLP Token Classification, BERT base uncased conll2003 - Asynchronous Multi-Streamdeepsparse: CV Detection, YOLOv5s COCO - Asynchronous Multi-Streamdeepsparse: CV Detection, YOLOv5s COCO - Asynchronous Multi-Streamdeepsparse: CV Detection, YOLOv5s COCO, Sparse INT8 - Asynchronous Multi-Streamdeepsparse: CV Detection, YOLOv5s COCO, Sparse INT8 - Asynchronous Multi-Streamdeepsparse: NLP Document Classification, oBERT base uncased on IMDB - Asynchronous Multi-Streamdeepsparse: NLP Document Classification, oBERT base uncased on IMDB - Asynchronous Multi-Streamdeepsparse: CV Segmentation, 90% Pruned YOLACT Pruned - Asynchronous Multi-Streamdeepsparse: CV Segmentation, 90% Pruned YOLACT Pruned - Asynchronous Multi-Streamdeepsparse: ResNet-50, Baseline - Asynchronous Multi-Streamdeepsparse: ResNet-50, Baseline - Asynchronous Multi-Streamdeepsparse: ResNet-50, Sparse INT8 - Asynchronous Multi-Streamdeepsparse: ResNet-50, Sparse INT8 - Asynchronous Multi-Streamdeepsparse: BERT-Large, NLP Question Answering - Asynchronous Multi-Streamdeepsparse: BERT-Large, NLP Question Answering - Asynchronous Multi-Streamdeepsparse: BERT-Large, NLP Question Answering, Sparse INT8 - Asynchronous Multi-Streamdeepsparse: BERT-Large, NLP Question Answering, Sparse INT8 - Asynchronous Multi-Streamnumpy: build-linux-kernel: defconfigbuild-linux-kernel: allmodconfigbuild-godot: Time To Compilebuild-ffmpeg: Time To Compilebuild-llvm: Ninjabuild-nodejs: Time To Compilebuild-gem5: Time To Compileblender: BMW27 - CPU-Onlyblender: Classroom - CPU-Onlyblender: Fishy Cat - CPU-Onlyblender: Pabellon Barcelona - CPU-Onlyblender: Barbershop - CPU-Onlyospray: gravity_spheres_volume/dim_512/ao/real_timeospray: gravity_spheres_volume/dim_512/scivis/real_timeospray: gravity_spheres_volume/dim_512/pathtracer/real_timeospray: particle_volume/ao/real_timeospray: particle_volume/scivis/real_timeospray: particle_volume/pathtracer/real_timeembree: Pathtracer ISPC - Asian Dragonembree: Pathtracer ISPC - Crownv-ray: CPUindigobench: CPU - Supercarindigobench: CPU - Bedroomcompress-7zip: Compression Ratingcompress-7zip: Decompression Ratingopenfoam: drivaerFastback, Small Mesh Size - Mesh Timeopenfoam: drivaerFastback, Small Mesh Size - Execution Timeopenfoam: drivaerFastback, Medium Mesh Size - Mesh Timeopenfoam: drivaerFastback, Medium Mesh Size - Execution Timeopenradioss: Bird Strike on Windshieldopenradioss: Rubber O-Ring Seal Installationopenradioss: Cell Phone Drop Testopenradioss: Bumper Beamopenradioss: INIVOL and Fluid Structure Interaction Drop Containeropenradioss: Chrysler Neon 1Mquantlib: Multi-Threadedsvt-av1: Preset 13 - Bosphorus 4Ksvt-av1: Preset 12 - Bosphorus 4Ksvt-av1: Preset 8 - Bosphorus 4Ksvt-av1: Preset 4 - Bosphorus 4KTR 7980X DIY BuildTR 3990X System76 Thelio78.74405.37112465.330.40220.46145.957702.028.094727.166.674215.157.48429.1174.4213253.184.601711.0437.311601.3819.927.6259.41105.8559.7922.0812.8748.3919.058.23191.99942445.32330925.9806530.7818.433.04557533905.41368.8140190.480141.9629280.000128.542822.2065359.8588130.586961.2123133.539459.876122.2004359.858341.9230190.6468280.027428.54022372.16823.351827.6721288.5758405.484919.7033753.6823.413216.69079.84411.671122.225113.780178.79418.4747.1523.8057.94166.8823.425722.644626.506222.527522.5832239.319103.913893.45938857434.44615.70444334952923119.55385636.85956104.60125617.2658105.4253.1823.4175.61115.12292.06245683.2194.101198.74090.4509.24618.021763.3842563.231.1477.50412.091771.6035.941391.0922.911529.1920.85119.93266.394296.887.34514.20124.25548.4058.285.009.8512.1720.258.234.3416.496.782.95247.99593579.206721259.4050014.008.011.45109941003.658631.8335345.441392.5781454.444870.365538.8841816.6532207.7083153.6873214.5970148.803838.2162832.615643.9894722.5058453.263870.54962645.310212.050549.8527641.7697515.529761.9787391.7135.857335.736131.35719.377204.001185.538281.53830.4382.5437.5696.76309.067.261016.8203011.137714.649214.4799151.05041.333147.90194887122.16210.24217397036498128.37055974.108433184.712011362.3583153.6293.6148.31104.16204.54671.04159470.1124.791130.63143.5454.675OpenBenchmarking.org

OpenVINO

Model: Face Detection FP16-INT8 - Device: CPU

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2023.2.devModel: Face Detection FP16-INT8 - Device: CPUTR 7980X DIY BuildTR 3990X System76 Thelio20406080100SE +/- 0.45, N = 3SE +/- 0.07, N = 378.7418.021. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie

OpenVINO

Model: Face Detection FP16-INT8 - Device: CPU

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2023.2.devModel: Face Detection FP16-INT8 - Device: CPUTR 7980X DIY BuildTR 3990X System76 Thelio400800120016002000SE +/- 2.22, N = 3SE +/- 6.80, N = 3405.371763.38MIN: 344.27 / MAX: 423.97MIN: 1658.83 / MAX: 1802.811. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie

OpenVINO

CPU Peak Freq (Highest CPU Core Frequency) Monitor

MinAvgMaxTR 7980X DIY Build54536295194TR 3990X System76 Thelio290032394266OpenBenchmarking.orgMegahertz, More Is BetterOpenVINO 2023.2.devCPU Peak Freq (Highest CPU Core Frequency) Monitor13002600390052006500

OpenVINO

CPU Power Consumption Monitor

MinAvgMaxTR 7980X DIY Build77.9326.5364.7TR 3990X System76 Thelio51.6263.9293.5OpenBenchmarking.orgWatts, Fewer Is BetterOpenVINO 2023.2.devCPU Power Consumption Monitor100200300400500

OpenVINO

CPU Temperature Monitor

MinAvgMaxTR 7980X DIY Build37.363.476.5TR 3990X System76 Thelio42.366.272.3OpenBenchmarking.orgCelsius, Fewer Is BetterOpenVINO 2023.2.devCPU Temperature Monitor20406080100

OpenVINO

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

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2023.2.devModel: Age Gender Recognition Retail 0013 FP16-INT8 - Device: CPUTR 7980X DIY BuildTR 3990X System76 Thelio20K40K60K80K100KSE +/- 340.10, N = 3SE +/- 40.80, N = 3112465.3342563.231. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie

OpenVINO

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

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2023.2.devModel: Age Gender Recognition Retail 0013 FP16-INT8 - Device: CPUTR 7980X DIY BuildTR 3990X System76 Thelio0.25650.5130.76951.0261.2825SE +/- 0.00, N = 3SE +/- 0.00, N = 30.401.14MIN: 0.18 / MAX: 27.23MIN: 0.58 / MAX: 11.741. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie

OpenVINO

CPU Peak Freq (Highest CPU Core Frequency) Monitor

MinAvgMaxTR 7980X DIY Build54538275018TR 3990X System76 Thelio290032043595OpenBenchmarking.orgMegahertz, More Is BetterOpenVINO 2023.2.devCPU Peak Freq (Highest CPU Core Frequency) Monitor13002600390052006500

OpenVINO

CPU Power Consumption Monitor

MinAvgMaxTR 7980X DIY Build41.4330.4358.4TR 3990X System76 Thelio53.4272.4290.0OpenBenchmarking.orgWatts, Fewer Is BetterOpenVINO 2023.2.devCPU Power Consumption Monitor100200300400500

OpenVINO

CPU Temperature Monitor

MinAvgMaxTR 7980X DIY Build47.466.870.5TR 3990X System76 Thelio47.067.371.0OpenBenchmarking.orgCelsius, Fewer Is BetterOpenVINO 2023.2.devCPU Temperature Monitor20406080100

OpenVINO

Model: Person Detection FP16 - Device: CPU

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2023.2.devModel: Person Detection FP16 - Device: CPUTR 7980X DIY BuildTR 3990X System76 Thelio50100150200250SE +/- 5.43, N = 15SE +/- 0.30, N = 3220.4677.501. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie

OpenVINO

Model: Person Detection FP16 - Device: CPU

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2023.2.devModel: Person Detection FP16 - Device: CPUTR 7980X DIY BuildTR 3990X System76 Thelio90180270360450SE +/- 3.04, N = 15SE +/- 1.75, N = 3145.95412.09MIN: 40.15 / MAX: 306.09MIN: 190.32 / MAX: 502.011. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie

OpenVINO

CPU Peak Freq (Highest CPU Core Frequency) Monitor

MinAvgMaxTR 7980X DIY Build54541185219TR 3990X System76 Thelio239628404156OpenBenchmarking.orgMegahertz, More Is BetterOpenVINO 2023.2.devCPU Peak Freq (Highest CPU Core Frequency) Monitor13002600390052006500

OpenVINO

CPU Power Consumption Monitor

MinAvgMaxTR 7980X DIY Build81.8332.2368.7TR 3990X System76 Thelio54.7222.3245.5OpenBenchmarking.orgWatts, Fewer Is BetterOpenVINO 2023.2.devCPU Power Consumption Monitor100200300400500

OpenVINO

CPU Temperature Monitor

MinAvgMaxTR 7980X DIY Build48.366.081.5TR 3990X System76 Thelio48.362.369.8OpenBenchmarking.orgCelsius, Fewer Is BetterOpenVINO 2023.2.devCPU Temperature Monitor20406080100

OpenVINO

Model: Weld Porosity Detection FP16-INT8 - Device: CPU

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2023.2.devModel: Weld Porosity Detection FP16-INT8 - Device: CPUTR 7980X DIY BuildTR 3990X System76 Thelio17003400510068008500SE +/- 11.71, N = 3SE +/- 2.55, N = 37702.021771.601. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie

OpenVINO

Model: Weld Porosity Detection FP16-INT8 - Device: CPU

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2023.2.devModel: Weld Porosity Detection FP16-INT8 - Device: CPUTR 7980X DIY BuildTR 3990X System76 Thelio816243240SE +/- 0.02, N = 3SE +/- 0.05, N = 38.0935.94MIN: 3.7 / MAX: 19.86MIN: 18.09 / MAX: 65.011. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie

OpenVINO

CPU Peak Freq (Highest CPU Core Frequency) Monitor

MinAvgMaxTR 7980X DIY Build54535914456TR 3990X System76 Thelio290031824167OpenBenchmarking.orgMegahertz, More Is BetterOpenVINO 2023.2.devCPU Peak Freq (Highest CPU Core Frequency) Monitor12002400360048006000

OpenVINO

CPU Power Consumption Monitor

MinAvgMaxTR 7980X DIY Build81.6333.4364.3TR 3990X System76 Thelio55.1270.5294.0OpenBenchmarking.orgWatts, Fewer Is BetterOpenVINO 2023.2.devCPU Power Consumption Monitor100200300400500

OpenVINO

CPU Temperature Monitor

MinAvgMaxTR 7980X DIY Build48.367.371.0TR 3990X System76 Thelio49.869.171.8OpenBenchmarking.orgCelsius, Fewer Is BetterOpenVINO 2023.2.devCPU Temperature Monitor20406080100

OpenVINO

Model: Vehicle Detection FP16-INT8 - Device: CPU

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2023.2.devModel: Vehicle Detection FP16-INT8 - Device: CPUTR 7980X DIY BuildTR 3990X System76 Thelio10002000300040005000SE +/- 5.51, N = 3SE +/- 4.83, N = 34727.161391.091. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie

OpenVINO

Model: Vehicle Detection FP16-INT8 - Device: CPU

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2023.2.devModel: Vehicle Detection FP16-INT8 - Device: CPUTR 7980X DIY BuildTR 3990X System76 Thelio510152025SE +/- 0.01, N = 3SE +/- 0.08, N = 36.6722.91MIN: 3.42 / MAX: 32MIN: 12.08 / MAX: 49.521. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie

OpenVINO

CPU Peak Freq (Highest CPU Core Frequency) Monitor

MinAvgMaxTR 7980X DIY Build54535375065TR 3990X System76 Thelio289930324143OpenBenchmarking.orgMegahertz, More Is BetterOpenVINO 2023.2.devCPU Peak Freq (Highest CPU Core Frequency) Monitor13002600390052006500

OpenVINO

CPU Power Consumption Monitor

MinAvgMaxTR 7980X DIY Build83.1332.2364.3TR 3990X System76 Thelio53.3271.5290.9OpenBenchmarking.orgWatts, Fewer Is BetterOpenVINO 2023.2.devCPU Power Consumption Monitor100200300400500

OpenVINO

CPU Temperature Monitor

MinAvgMaxTR 7980X DIY Build49.166.769.6TR 3990X System76 Thelio48.568.972.0OpenBenchmarking.orgCelsius, Fewer Is BetterOpenVINO 2023.2.devCPU Temperature Monitor20406080100

OpenVINO

Model: Person Vehicle Bike Detection FP16 - Device: CPU

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2023.2.devModel: Person Vehicle Bike Detection FP16 - Device: CPUTR 7980X DIY BuildTR 3990X System76 Thelio9001800270036004500SE +/- 6.56, N = 3SE +/- 6.05, N = 34215.151529.191. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie

OpenVINO

Model: Person Vehicle Bike Detection FP16 - Device: CPU

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2023.2.devModel: Person Vehicle Bike Detection FP16 - Device: CPUTR 7980X DIY BuildTR 3990X System76 Thelio510152025SE +/- 0.01, N = 3SE +/- 0.08, N = 37.4820.85MIN: 4.13 / MAX: 17.57MIN: 11.83 / MAX: 44.861. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie

OpenVINO

CPU Peak Freq (Highest CPU Core Frequency) Monitor

MinAvgMaxTR 7980X DIY Build143236104876TR 3990X System76 Thelio222123764150OpenBenchmarking.orgMegahertz, More Is BetterOpenVINO 2023.2.devCPU Peak Freq (Highest CPU Core Frequency) Monitor12002400360048006000

OpenVINO

CPU Power Consumption Monitor

MinAvgMaxTR 7980X DIY Build82.7330.3364.4TR 3990X System76 Thelio54.2242.8263.7OpenBenchmarking.orgWatts, Fewer Is BetterOpenVINO 2023.2.devCPU Power Consumption Monitor100200300400500

OpenVINO

CPU Temperature Monitor

MinAvgMaxTR 7980X DIY Build48.667.071.9TR 3990X System76 Thelio49.064.169.0OpenBenchmarking.orgCelsius, Fewer Is BetterOpenVINO 2023.2.devCPU Temperature Monitor20406080100

OpenVINO

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

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2023.2.devModel: Machine Translation EN To DE FP16 - Device: CPUTR 7980X DIY BuildTR 3990X System76 Thelio90180270360450SE +/- 0.87, N = 3SE +/- 0.81, N = 3429.11119.931. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie

OpenVINO

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

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2023.2.devModel: Machine Translation EN To DE FP16 - Device: CPUTR 7980X DIY BuildTR 3990X System76 Thelio60120180240300SE +/- 0.15, N = 3SE +/- 1.80, N = 374.42266.39MIN: 39.51 / MAX: 109.01MIN: 120.23 / MAX: 356.461. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie

OpenVINO

CPU Peak Freq (Highest CPU Core Frequency) Monitor

MinAvgMaxTR 7980X DIY Build54536374645TR 3990X System76 Thelio223824404167OpenBenchmarking.orgMegahertz, More Is BetterOpenVINO 2023.2.devCPU Peak Freq (Highest CPU Core Frequency) Monitor12002400360048006000

OpenVINO

CPU Power Consumption Monitor

MinAvgMaxTR 7980X DIY Build81.7331.2366.5TR 3990X System76 Thelio55.1243.4270.8OpenBenchmarking.orgWatts, Fewer Is BetterOpenVINO 2023.2.devCPU Power Consumption Monitor100200300400500

OpenVINO

CPU Temperature Monitor

MinAvgMaxTR 7980X DIY Build49.165.569.6TR 3990X System76 Thelio50.063.767.5OpenBenchmarking.orgCelsius, Fewer Is BetterOpenVINO 2023.2.devCPU Temperature Monitor20406080100

OpenVINO

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

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2023.2.devModel: Face Detection Retail FP16-INT8 - Device: CPUTR 7980X DIY BuildTR 3990X System76 Thelio3K6K9K12K15KSE +/- 23.14, N = 3SE +/- 10.47, N = 313253.184296.881. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie

OpenVINO

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

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2023.2.devModel: Face Detection Retail FP16-INT8 - Device: CPUTR 7980X DIY BuildTR 3990X System76 Thelio246810SE +/- 0.01, N = 3SE +/- 0.02, N = 34.607.34MIN: 2.13 / MAX: 19.82MIN: 4.14 / MAX: 22.271. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie

OpenVINO

CPU Peak Freq (Highest CPU Core Frequency) Monitor

MinAvgMaxTR 7980X DIY Build54535545044TR 3990X System76 Thelio290030224080OpenBenchmarking.orgMegahertz, More Is BetterOpenVINO 2023.2.devCPU Peak Freq (Highest CPU Core Frequency) Monitor13002600390052006500

OpenVINO

CPU Power Consumption Monitor

MinAvgMaxTR 7980X DIY Build81.9327.9365.4TR 3990X System76 Thelio54.5270.8291.2OpenBenchmarking.orgWatts, Fewer Is BetterOpenVINO 2023.2.devCPU Power Consumption Monitor100200300400500

OpenVINO

CPU Temperature Monitor

MinAvgMaxTR 7980X DIY Build49.167.171.0TR 3990X System76 Thelio50.069.772.8OpenBenchmarking.orgCelsius, Fewer Is BetterOpenVINO 2023.2.devCPU Temperature Monitor20406080100

OpenVINO

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

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2023.2.devModel: Handwritten English Recognition FP16-INT8 - Device: CPUTR 7980X DIY BuildTR 3990X System76 Thelio400800120016002000SE +/- 4.52, N = 3SE +/- 1.95, N = 31711.04514.201. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie

OpenVINO

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

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2023.2.devModel: Handwritten English Recognition FP16-INT8 - Device: CPUTR 7980X DIY BuildTR 3990X System76 Thelio306090120150SE +/- 0.10, N = 3SE +/- 0.47, N = 337.31124.25MIN: 21.65 / MAX: 56.7MIN: 71.1 / MAX: 148.341. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie

OpenVINO

CPU Peak Freq (Highest CPU Core Frequency) Monitor

MinAvgMaxTR 7980X DIY Build54535104194TR 3990X System76 Thelio259526894091OpenBenchmarking.orgMegahertz, More Is BetterOpenVINO 2023.2.devCPU Peak Freq (Highest CPU Core Frequency) Monitor11002200330044005500

OpenVINO

CPU Power Consumption Monitor

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OpenVINO

CPU Temperature Monitor

MinAvgMaxTR 7980X DIY Build48.368.171.9TR 3990X System76 Thelio49.868.071.3OpenBenchmarking.orgCelsius, Fewer Is BetterOpenVINO 2023.2.devCPU Temperature Monitor20406080100

OpenVINO

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

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2023.2.devModel: Road Segmentation ADAS FP16-INT8 - Device: CPUTR 7980X DIY BuildTR 3990X System76 Thelio30060090012001500SE +/- 1.27, N = 3SE +/- 4.39, N = 151601.38548.401. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie

OpenVINO

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

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2023.2.devModel: Road Segmentation ADAS FP16-INT8 - Device: CPUTR 7980X DIY BuildTR 3990X System76 Thelio1326395265SE +/- 0.02, N = 3SE +/- 0.46, N = 1519.9258.28MIN: 12.32 / MAX: 32.17MIN: 26.07 / MAX: 102.471. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie

OpenVINO

CPU Peak Freq (Highest CPU Core Frequency) Monitor

MinAvgMaxTR 7980X DIY Build146736514945TR 3990X System76 Thelio280831324186OpenBenchmarking.orgMegahertz, More Is BetterOpenVINO 2023.2.devCPU Peak Freq (Highest CPU Core Frequency) Monitor13002600390052006500

OpenVINO

CPU Power Consumption Monitor

MinAvgMaxTR 7980X DIY Build81.7332.7364.3TR 3990X System76 Thelio31.6270.5294.3OpenBenchmarking.orgWatts, Fewer Is BetterOpenVINO 2023.2.devCPU Power Consumption Monitor100200300400500

OpenVINO

CPU Temperature Monitor

MinAvgMaxTR 7980X DIY Build49.167.573.8TR 3990X System76 Thelio49.868.676.8OpenBenchmarking.orgCelsius, Fewer Is BetterOpenVINO 2023.2.devCPU Temperature Monitor20406080100

TensorFlow

Device: CPU - Batch Size: 1 - Model: ResNet-50

OpenBenchmarking.orgimages/sec, More Is BetterTensorFlow 2.12Device: CPU - Batch Size: 1 - Model: ResNet-50TR 7980X DIY BuildTR 3990X System76 Thelio246810SE +/- 0.02, N = 3SE +/- 0.01, N = 37.625.00

TensorFlow

Device: CPU - Batch Size: 1 - Model: ResNet-50

OpenBenchmarking.orgimages/sec Per Watt, More Is BetterTensorFlow 2.12Device: CPU - Batch Size: 1 - Model: ResNet-50TR 7980X DIY BuildTR 3990X System76 Thelio0.0090.0180.0270.0360.0450.0400.037

TensorFlow

CPU Peak Freq (Highest CPU Core Frequency) Monitor

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TensorFlow

CPU Power Consumption Monitor

MinAvgMaxTR 7980X DIY Build81.9192.9240.3TR 3990X System76 Thelio54.4136.7188.3OpenBenchmarking.orgWatts, Fewer Is BetterTensorFlow 2.12CPU Power Consumption Monitor60120180240300

TensorFlow

CPU Temperature Monitor

MinAvgMaxTR 7980X DIY Build46.453.157.4TR 3990X System76 Thelio49.554.158.0OpenBenchmarking.orgCelsius, Fewer Is BetterTensorFlow 2.12CPU Temperature Monitor1632486480

TensorFlow

Device: CPU - Batch Size: 16 - Model: ResNet-50

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TensorFlow

Device: CPU - Batch Size: 16 - Model: ResNet-50

OpenBenchmarking.orgimages/sec Per Watt, More Is BetterTensorFlow 2.12Device: CPU - Batch Size: 16 - Model: ResNet-50TR 7980X DIY BuildTR 3990X System76 Thelio0.04520.09040.13560.18080.2260.2010.049

TensorFlow

CPU Peak Freq (Highest CPU Core Frequency) Monitor

MinAvgMaxTR 7980X DIY Build54543395217TR 3990X System76 Thelio219633744209OpenBenchmarking.orgMegahertz, More Is BetterTensorFlow 2.12CPU Peak Freq (Highest CPU Core Frequency) Monitor13002600390052006500

TensorFlow

CPU Power Consumption Monitor

MinAvgMaxTR 7980X DIY Build80.7295.8348.4TR 3990X System76 Thelio53.6200.8243.1OpenBenchmarking.orgWatts, Fewer Is BetterTensorFlow 2.12CPU Power Consumption Monitor100200300400500

TensorFlow

CPU Temperature Monitor

MinAvgMaxTR 7980X DIY Build43.359.166.0TR 3990X System76 Thelio49.060.172.0OpenBenchmarking.orgCelsius, Fewer Is BetterTensorFlow 2.12CPU Temperature Monitor20406080100

TensorFlow

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

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TensorFlow

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

OpenBenchmarking.orgimages/sec Per Watt, More Is BetterTensorFlow 2.12Device: CPU - Batch Size: 256 - Model: ResNet-50TR 7980X DIY BuildTR 3990X System76 Thelio0.06930.13860.20790.27720.34650.3080.052

TensorFlow

CPU Peak Freq (Highest CPU Core Frequency) Monitor

MinAvgMaxTR 7980X DIY Build54544625154TR 3990X System76 Thelio219637944261OpenBenchmarking.orgMegahertz, More Is BetterTensorFlow 2.12CPU Peak Freq (Highest CPU Core Frequency) Monitor13002600390052006500

TensorFlow

CPU Power Consumption Monitor

MinAvgMaxTR 7980X DIY Build81.6343.8372.8TR 3990X System76 Thelio54.0235.6286.2OpenBenchmarking.orgWatts, Fewer Is BetterTensorFlow 2.12CPU Power Consumption Monitor100200300400500

TensorFlow

CPU Temperature Monitor

MinAvgMaxTR 7980X DIY Build47.866.669.6TR 3990X System76 Thelio49.061.685.3OpenBenchmarking.orgCelsius, Fewer Is BetterTensorFlow 2.12CPU Temperature Monitor20406080100

PyTorch

Device: CPU - Batch Size: 1 - Model: ResNet-50

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PyTorch

Device: CPU - Batch Size: 1 - Model: ResNet-50

OpenBenchmarking.orgbatches/sec Per Watt, More Is BetterPyTorch 2.1Device: CPU - Batch Size: 1 - Model: ResNet-50TR 7980X DIY BuildTR 3990X System76 Thelio0.05220.10440.15660.20880.2610.2320.080

PyTorch

CPU Peak Freq (Highest CPU Core Frequency) Monitor

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PyTorch

CPU Power Consumption Monitor

MinAvgMaxTR 7980X DIY Build81.8257.9323.1TR 3990X System76 Thelio31.0253.6282.3OpenBenchmarking.orgWatts, Fewer Is BetterPyTorch 2.1CPU Power Consumption Monitor80160240320400

PyTorch

CPU Temperature Monitor

MinAvgMaxTR 7980X DIY Build48.358.580.6TR 3990X System76 Thelio46.362.870.0OpenBenchmarking.orgCelsius, Fewer Is BetterPyTorch 2.1CPU Temperature Monitor20406080100

PyTorch

Device: CPU - Batch Size: 1 - Model: ResNet-152

OpenBenchmarking.orgbatches/sec, More Is BetterPyTorch 2.1Device: CPU - Batch Size: 1 - Model: ResNet-152TR 7980X DIY BuildTR 3990X System76 Thelio510152025SE +/- 0.12, N = 3SE +/- 0.09, N = 322.088.23MIN: 21.34 / MAX: 22.48MIN: 7.92 / MAX: 8.51

PyTorch

Device: CPU - Batch Size: 1 - Model: ResNet-152

OpenBenchmarking.orgbatches/sec Per Watt, More Is BetterPyTorch 2.1Device: CPU - Batch Size: 1 - Model: ResNet-152TR 7980X DIY BuildTR 3990X System76 Thelio0.01670.03340.05010.06680.08350.0740.030

PyTorch

CPU Peak Freq (Highest CPU Core Frequency) Monitor

MinAvgMaxTR 7980X DIY Build54545565167TR 3990X System76 Thelio290039184211OpenBenchmarking.orgMegahertz, More Is BetterPyTorch 2.1CPU Peak Freq (Highest CPU Core Frequency) Monitor13002600390052006500

PyTorch

CPU Power Consumption Monitor

MinAvgMaxTR 7980X DIY Build75.2297.6336.4TR 3990X System76 Thelio54.5272.1287.1OpenBenchmarking.orgWatts, Fewer Is BetterPyTorch 2.1CPU Power Consumption Monitor80160240320400

PyTorch

CPU Temperature Monitor

MinAvgMaxTR 7980X DIY Build46.461.081.5TR 3990X System76 Thelio48.864.772.8OpenBenchmarking.orgCelsius, Fewer Is BetterPyTorch 2.1CPU Temperature Monitor20406080100

PyTorch

Device: CPU - Batch Size: 1 - Model: Efficientnet_v2_l

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PyTorch

Device: CPU - Batch Size: 1 - Model: Efficientnet_v2_l

OpenBenchmarking.orgbatches/sec Per Watt, More Is BetterPyTorch 2.1Device: CPU - Batch Size: 1 - Model: Efficientnet_v2_lTR 7980X DIY BuildTR 3990X System76 Thelio0.00970.01940.02910.03880.04850.0430.016

PyTorch

CPU Peak Freq (Highest CPU Core Frequency) Monitor

MinAvgMaxTR 7980X DIY Build54546535194TR 3990X System76 Thelio227939144236OpenBenchmarking.orgMegahertz, More Is BetterPyTorch 2.1CPU Peak Freq (Highest CPU Core Frequency) Monitor13002600390052006500

PyTorch

CPU Power Consumption Monitor

MinAvgMaxTR 7980X DIY Build81.3302.2333.3TR 3990X System76 Thelio54.5265.4276.2OpenBenchmarking.orgWatts, Fewer Is BetterPyTorch 2.1CPU Power Consumption Monitor80160240320400

PyTorch

CPU Temperature Monitor

MinAvgMaxTR 7980X DIY Build47.462.381.5TR 3990X System76 Thelio48.864.668.8OpenBenchmarking.orgCelsius, Fewer Is BetterPyTorch 2.1CPU Temperature Monitor20406080100

PyTorch

Device: CPU - Batch Size: 64 - Model: ResNet-50

OpenBenchmarking.orgbatches/sec, More Is BetterPyTorch 2.1Device: CPU - Batch Size: 64 - Model: ResNet-50TR 7980X DIY BuildTR 3990X System76 Thelio1122334455SE +/- 0.35, N = 3SE +/- 0.20, N = 348.3916.49MIN: 44.46 / MAX: 50.22MIN: 15.1 / MAX: 17.33

PyTorch

Device: CPU - Batch Size: 64 - Model: ResNet-50

OpenBenchmarking.orgbatches/sec Per Watt, More Is BetterPyTorch 2.1Device: CPU - Batch Size: 64 - Model: ResNet-50TR 7980X DIY BuildTR 3990X System76 Thelio0.03580.07160.10740.14320.1790.1590.061

PyTorch

CPU Peak Freq (Highest CPU Core Frequency) Monitor

MinAvgMaxTR 7980X DIY Build54544785218TR 3990X System76 Thelio290039054211OpenBenchmarking.orgMegahertz, More Is BetterPyTorch 2.1CPU Peak Freq (Highest CPU Core Frequency) Monitor13002600390052006500

PyTorch

CPU Power Consumption Monitor

MinAvgMaxTR 7980X DIY Build42.5303.6357.0TR 3990X System76 Thelio54.5271.9290.6OpenBenchmarking.orgWatts, Fewer Is BetterPyTorch 2.1CPU Power Consumption Monitor100200300400500

PyTorch

CPU Temperature Monitor

MinAvgMaxTR 7980X DIY Build47.461.666.5TR 3990X System76 Thelio49.064.869.3OpenBenchmarking.orgCelsius, Fewer Is BetterPyTorch 2.1CPU Temperature Monitor20406080100

PyTorch

Device: CPU - Batch Size: 64 - Model: ResNet-152

OpenBenchmarking.orgbatches/sec, More Is BetterPyTorch 2.1Device: CPU - Batch Size: 64 - Model: ResNet-152TR 7980X DIY BuildTR 3990X System76 Thelio510152025SE +/- 0.15, N = 3SE +/- 0.09, N = 319.056.78MIN: 18.34 / MAX: 19.48MIN: 6.01 / MAX: 7.11

PyTorch

Device: CPU - Batch Size: 64 - Model: ResNet-152

OpenBenchmarking.orgbatches/sec Per Watt, More Is BetterPyTorch 2.1Device: CPU - Batch Size: 64 - Model: ResNet-152TR 7980X DIY BuildTR 3990X System76 Thelio0.01310.02620.03930.05240.06550.0580.024

PyTorch

CPU Peak Freq (Highest CPU Core Frequency) Monitor

MinAvgMaxTR 7980X DIY Build54546435272TR 3990X System76 Thelio290038964187OpenBenchmarking.orgMegahertz, More Is BetterPyTorch 2.1CPU Peak Freq (Highest CPU Core Frequency) Monitor13002600390052006500

PyTorch

CPU Power Consumption Monitor

MinAvgMaxTR 7980X DIY Build80.7325.8360.8TR 3990X System76 Thelio54.6279.8290.3OpenBenchmarking.orgWatts, Fewer Is BetterPyTorch 2.1CPU Power Consumption Monitor100200300400500

PyTorch

CPU Temperature Monitor

MinAvgMaxTR 7980X DIY Build47.864.868.4TR 3990X System76 Thelio48.865.669.8OpenBenchmarking.orgCelsius, Fewer Is BetterPyTorch 2.1CPU Temperature Monitor20406080100

PyTorch

Device: CPU - Batch Size: 64 - Model: Efficientnet_v2_l

OpenBenchmarking.orgbatches/sec, More Is BetterPyTorch 2.1Device: CPU - Batch Size: 64 - Model: Efficientnet_v2_lTR 7980X DIY BuildTR 3990X System76 Thelio246810SE +/- 0.02, N = 3SE +/- 0.03, N = 38.232.95MIN: 6.24 / MAX: 8.41MIN: 2.79 / MAX: 3.12

PyTorch

Device: CPU - Batch Size: 64 - Model: Efficientnet_v2_l

OpenBenchmarking.orgbatches/sec Per Watt, More Is BetterPyTorch 2.1Device: CPU - Batch Size: 64 - Model: Efficientnet_v2_lTR 7980X DIY BuildTR 3990X System76 Thelio0.00590.01180.01770.02360.02950.0260.011

PyTorch

CPU Peak Freq (Highest CPU Core Frequency) Monitor

MinAvgMaxTR 7980X DIY Build147547435193TR 3990X System76 Thelio290039204192OpenBenchmarking.orgMegahertz, More Is BetterPyTorch 2.1CPU Peak Freq (Highest CPU Core Frequency) Monitor13002600390052006500

PyTorch

CPU Power Consumption Monitor

MinAvgMaxTR 7980X DIY Build82.4315.3336.0TR 3990X System76 Thelio53.9269.9277.7OpenBenchmarking.orgWatts, Fewer Is BetterPyTorch 2.1CPU Power Consumption Monitor80160240320400

PyTorch

CPU Temperature Monitor

MinAvgMaxTR 7980X DIY Build49.164.467.4TR 3990X System76 Thelio48.865.269.8OpenBenchmarking.orgCelsius, Fewer Is BetterPyTorch 2.1CPU Temperature Monitor20406080100

Whisper.cpp

Model: ggml-base.en - Input: 2016 State of the Union

OpenBenchmarking.orgSeconds, Fewer Is BetterWhisper.cpp 1.4Model: ggml-base.en - Input: 2016 State of the UnionTR 7980X DIY BuildTR 3990X System76 Thelio50100150200250SE +/- 4.70, N = 12SE +/- 0.87, N = 3192.00248.001. (CXX) g++ options: -O3 -std=c++11 -fPIC -pthread

Whisper.cpp

CPU Peak Freq (Highest CPU Core Frequency) Monitor

OpenBenchmarking.orgMegahertz, More Is BetterWhisper.cpp 1.4CPU Peak Freq (Highest CPU Core Frequency) MonitorTR 7980X DIY BuildTR 3990X System76 Thelio9001800270036004500Min: 545 / Avg: 4549.3 / Max: 4992Min: 2900 / Avg: 3732.84 / Max: 4217

Whisper.cpp

CPU Power Consumption Monitor

OpenBenchmarking.orgWatts, Fewer Is BetterWhisper.cpp 1.4CPU Power Consumption MonitorTR 7980X DIY BuildTR 3990X System76 Thelio60120180240300Min: 40.72 / Avg: 329.77 / Max: 359.77Min: 53.42 / Avg: 276.81 / Max: 290.14

Whisper.cpp

CPU Temperature Monitor

OpenBenchmarking.orgCelsius, Fewer Is BetterWhisper.cpp 1.4CPU Temperature MonitorTR 7980X DIY BuildTR 3990X System76 Thelio1530456075Min: 49.13 / Avg: 69.31 / Max: 76Min: 48.75 / Avg: 66.64 / Max: 70.5

Whisper.cpp

Model: ggml-small.en - Input: 2016 State of the Union

OpenBenchmarking.orgSeconds, Fewer Is BetterWhisper.cpp 1.4Model: ggml-small.en - Input: 2016 State of the UnionTR 7980X DIY BuildTR 3990X System76 Thelio130260390520650SE +/- 15.22, N = 9SE +/- 6.62, N = 9445.32579.211. (CXX) g++ options: -O3 -std=c++11 -fPIC -pthread

Whisper.cpp

CPU Peak Freq (Highest CPU Core Frequency) Monitor

OpenBenchmarking.orgMegahertz, More Is BetterWhisper.cpp 1.4CPU Peak Freq (Highest CPU Core Frequency) MonitorTR 7980X DIY BuildTR 3990X System76 Thelio9001800270036004500Min: 545 / Avg: 4516.14 / Max: 5155Min: 2900 / Avg: 3682.86 / Max: 4236

Whisper.cpp

CPU Power Consumption Monitor

OpenBenchmarking.orgWatts, Fewer Is BetterWhisper.cpp 1.4CPU Power Consumption MonitorTR 7980X DIY BuildTR 3990X System76 Thelio60120180240300Min: 81.2 / Avg: 332.34 / Max: 358.68Min: 53.52 / Avg: 282.31 / Max: 292.42

Whisper.cpp

CPU Temperature Monitor

OpenBenchmarking.orgCelsius, Fewer Is BetterWhisper.cpp 1.4CPU Temperature MonitorTR 7980X DIY BuildTR 3990X System76 Thelio1428425670Min: 48.25 / Avg: 68.54 / Max: 75.13Min: 48.75 / Avg: 67.13 / Max: 71.75

Whisper.cpp

Model: ggml-medium.en - Input: 2016 State of the Union

OpenBenchmarking.orgSeconds, Fewer Is BetterWhisper.cpp 1.4Model: ggml-medium.en - Input: 2016 State of the UnionTR 7980X DIY BuildTR 3990X System76 Thelio30060090012001500SE +/- 4.81, N = 3SE +/- 11.88, N = 7925.981259.411. (CXX) g++ options: -O3 -std=c++11 -fPIC -pthread

Whisper.cpp

CPU Peak Freq (Highest CPU Core Frequency) Monitor

OpenBenchmarking.orgMegahertz, More Is BetterWhisper.cpp 1.4CPU Peak Freq (Highest CPU Core Frequency) MonitorTR 7980X DIY BuildTR 3990X System76 Thelio9001800270036004500Min: 545 / Avg: 4441.33 / Max: 5192Min: 2900 / Avg: 3560.02 / Max: 4242

Whisper.cpp

CPU Power Consumption Monitor

OpenBenchmarking.orgWatts, Fewer Is BetterWhisper.cpp 1.4CPU Power Consumption MonitorTR 7980X DIY BuildTR 3990X System76 Thelio60120180240300Min: 81.83 / Avg: 336.29 / Max: 359.78Min: 53.95 / Avg: 286.03 / Max: 292.06

Whisper.cpp

CPU Temperature Monitor

OpenBenchmarking.orgCelsius, Fewer Is BetterWhisper.cpp 1.4CPU Temperature MonitorTR 7980X DIY BuildTR 3990X System76 Thelio1530456075Min: 49.13 / Avg: 69.3 / Max: 75.5Min: 48.75 / Avg: 67.38 / Max: 71

Llama.cpp

Model: llama-2-7b.Q4_0.gguf

OpenBenchmarking.orgTokens Per Second, More Is BetterLlama.cpp b1808Model: llama-2-7b.Q4_0.ggufTR 7980X DIY BuildTR 3990X System76 Thelio714212835SE +/- 0.02, N = 3SE +/- 0.00, N = 330.7814.001. (CXX) g++ options: -std=c++11 -fPIC -O3 -pthread -march=native -mtune=native -lopenblas

Llama.cpp

Model: llama-2-7b.Q4_0.gguf

OpenBenchmarking.orgTokens Per Second Per Watt, More Is BetterLlama.cpp b1808Model: llama-2-7b.Q4_0.ggufTR 7980X DIY BuildTR 3990X System76 Thelio0.02390.04780.07170.09560.11950.1060.054

Llama.cpp

CPU Peak Freq (Highest CPU Core Frequency) Monitor

MinAvgMaxTR 7980X DIY Build54540144903TR 3990X System76 Thelio290037554197OpenBenchmarking.orgMegahertz, More Is BetterLlama.cpp b1808CPU Peak Freq (Highest CPU Core Frequency) Monitor13002600390052006500

Llama.cpp

CPU Power Consumption Monitor

MinAvgMaxTR 7980X DIY Build82.2289.7352.7TR 3990X System76 Thelio54.3258.7290.8OpenBenchmarking.orgWatts, Fewer Is BetterLlama.cpp b1808CPU Power Consumption Monitor100200300400500

Llama.cpp

CPU Temperature Monitor

MinAvgMaxTR 7980X DIY Build50.061.566.5TR 3990X System76 Thelio47.363.568.0OpenBenchmarking.orgCelsius, Fewer Is BetterLlama.cpp b1808CPU Temperature Monitor20406080100

Llama.cpp

Model: llama-2-13b.Q4_0.gguf

OpenBenchmarking.orgTokens Per Second, More Is BetterLlama.cpp b1808Model: llama-2-13b.Q4_0.ggufTR 7980X DIY BuildTR 3990X System76 Thelio510152025SE +/- 0.05, N = 3SE +/- 0.00, N = 318.438.011. (CXX) g++ options: -std=c++11 -fPIC -O3 -pthread -march=native -mtune=native -lopenblas

Llama.cpp

Model: llama-2-13b.Q4_0.gguf

OpenBenchmarking.orgTokens Per Second Per Watt, More Is BetterLlama.cpp b1808Model: llama-2-13b.Q4_0.ggufTR 7980X DIY BuildTR 3990X System76 Thelio0.01370.02740.04110.05480.06850.0610.030

Llama.cpp

CPU Peak Freq (Highest CPU Core Frequency) Monitor

MinAvgMaxTR 7980X DIY Build54542995277TR 3990X System76 Thelio290037394180OpenBenchmarking.orgMegahertz, More Is BetterLlama.cpp b1808CPU Peak Freq (Highest CPU Core Frequency) Monitor13002600390052006500

Llama.cpp

CPU Power Consumption Monitor

MinAvgMaxTR 7980X DIY Build81.7302.7354.8TR 3990X System76 Thelio54.7265.6291.7OpenBenchmarking.orgWatts, Fewer Is BetterLlama.cpp b1808CPU Power Consumption Monitor100200300400500

Llama.cpp

CPU Temperature Monitor

MinAvgMaxTR 7980X DIY Build48.662.179.3TR 3990X System76 Thelio49.864.768.8OpenBenchmarking.orgCelsius, Fewer Is BetterLlama.cpp b1808CPU Temperature Monitor20406080100

Llama.cpp

Model: llama-2-70b-chat.Q5_0.gguf

OpenBenchmarking.orgTokens Per Second, More Is BetterLlama.cpp b1808Model: llama-2-70b-chat.Q5_0.ggufTR 7980X DIY BuildTR 3990X System76 Thelio0.6841.3682.0522.7363.42SE +/- 0.03, N = 12SE +/- 0.00, N = 33.041.451. (CXX) g++ options: -std=c++11 -fPIC -O3 -pthread -march=native -mtune=native -lopenblas

Llama.cpp

Model: llama-2-70b-chat.Q5_0.gguf

OpenBenchmarking.orgTokens Per Second Per Watt, More Is BetterLlama.cpp b1808Model: llama-2-70b-chat.Q5_0.ggufTR 7980X DIY BuildTR 3990X System76 Thelio0.0020.0040.0060.0080.010.0090.005

Llama.cpp

CPU Peak Freq (Highest CPU Core Frequency) Monitor

OpenBenchmarking.orgMegahertz, More Is BetterLlama.cpp b1808CPU Peak Freq (Highest CPU Core Frequency) MonitorTR 7980X DIY BuildTR 3990X System76 Thelio9001800270036004500Min: 545 / Avg: 4525.77 / Max: 5304Min: 2900 / Avg: 3772.11 / Max: 4189

Llama.cpp

CPU Power Consumption Monitor

OpenBenchmarking.orgWatts, Fewer Is BetterLlama.cpp b1808CPU Power Consumption MonitorTR 7980X DIY BuildTR 3990X System76 Thelio70140210280350Min: 42.24 / Avg: 339.27 / Max: 364.82Min: 54.16 / Avg: 273.62 / Max: 293.18

Llama.cpp

CPU Temperature Monitor

OpenBenchmarking.orgCelsius, Fewer Is BetterLlama.cpp b1808CPU Temperature MonitorTR 7980X DIY BuildTR 3990X System76 Thelio1428425670Min: 48.63 / Avg: 66.36 / Max: 71.5Min: 49 / Avg: 66.22 / Max: 71.75

LeelaChessZero

Backend: BLAS

OpenBenchmarking.orgNodes Per Second, More Is BetterLeelaChessZero 0.30Backend: BLASTR 7980X DIY BuildTR 3990X System76 Thelio120240360480600SE +/- 2.19, N = 3SE +/- 0.88, N = 35571091. (CXX) g++ options: -flto -pthread

LeelaChessZero

Backend: BLAS

OpenBenchmarking.orgNodes Per Second Per Watt, More Is BetterLeelaChessZero 0.30Backend: BLASTR 7980X DIY BuildTR 3990X System76 Thelio0.40550.8111.21651.6222.02751.8020.424

LeelaChessZero

CPU Peak Freq (Highest CPU Core Frequency) Monitor

MinAvgMaxTR 7980X DIY Build54543395391TR 3990X System76 Thelio290036294155OpenBenchmarking.orgMegahertz, More Is BetterLeelaChessZero 0.30CPU Peak Freq (Highest CPU Core Frequency) Monitor14002800420056007000

LeelaChessZero

CPU Power Consumption Monitor

MinAvgMaxTR 7980X DIY Build80.6309.1361.8TR 3990X System76 Thelio54.8257.3294.6OpenBenchmarking.orgWatts, Fewer Is BetterLeelaChessZero 0.30CPU Power Consumption Monitor100200300400500

LeelaChessZero

CPU Temperature Monitor

MinAvgMaxTR 7980X DIY Build48.667.189.1TR 3990X System76 Thelio49.068.289.0OpenBenchmarking.orgCelsius, Fewer Is BetterLeelaChessZero 0.30CPU Temperature Monitor20406080100

LeelaChessZero

Backend: Eigen

OpenBenchmarking.orgNodes Per Second, More Is BetterLeelaChessZero 0.30Backend: EigenTR 7980X DIY BuildTR 3990X System76 Thelio120240360480600SE +/- 5.78, N = 3SE +/- 0.33, N = 3533941. (CXX) g++ options: -flto -pthread

LeelaChessZero

Backend: Eigen

OpenBenchmarking.orgNodes Per Second Per Watt, More Is BetterLeelaChessZero 0.30Backend: EigenTR 7980X DIY BuildTR 3990X System76 Thelio0.39380.78761.18141.57521.9691.7500.384

LeelaChessZero

CPU Peak Freq (Highest CPU Core Frequency) Monitor

MinAvgMaxTR 7980X DIY Build54543455371TR 3990X System76 Thelio290035144203OpenBenchmarking.orgMegahertz, More Is BetterLeelaChessZero 0.30CPU Peak Freq (Highest CPU Core Frequency) Monitor14002800420056007000

LeelaChessZero

CPU Power Consumption Monitor

MinAvgMaxTR 7980X DIY Build41.8304.5362.9TR 3990X System76 Thelio52.9244.6290.4OpenBenchmarking.orgWatts, Fewer Is BetterLeelaChessZero 0.30CPU Power Consumption Monitor100200300400500

LeelaChessZero

CPU Temperature Monitor

MinAvgMaxTR 7980X DIY Build45.565.887.0TR 3990X System76 Thelio46.865.984.5OpenBenchmarking.orgCelsius, Fewer Is BetterLeelaChessZero 0.30CPU Temperature Monitor20406080100

Neural Magic DeepSparse

Model: NLP Text Classification, BERT base uncased SST2, Sparse INT8 - Scenario: Asynchronous Multi-Stream

OpenBenchmarking.orgitems/sec, More Is BetterNeural Magic DeepSparse 1.6Model: NLP Text Classification, BERT base uncased SST2, Sparse INT8 - Scenario: Asynchronous Multi-StreamTR 7980X DIY BuildTR 3990X System76 Thelio2004006008001000SE +/- 1.13, N = 3SE +/- 2.12, N = 3905.411003.66

Neural Magic DeepSparse

Model: NLP Text Classification, BERT base uncased SST2, Sparse INT8 - Scenario: Asynchronous Multi-Stream

OpenBenchmarking.orgms/batch, Fewer Is BetterNeural Magic DeepSparse 1.6Model: NLP Text Classification, BERT base uncased SST2, Sparse INT8 - Scenario: Asynchronous Multi-StreamTR 7980X DIY BuildTR 3990X System76 Thelio714212835SE +/- 0.0108, N = 3SE +/- 0.0689, N = 38.814031.8335

Neural Magic DeepSparse

CPU Peak Freq (Highest CPU Core Frequency) Monitor

MinAvgMaxTR 7980X DIY Build54545235508TR 3990X System76 Thelio278331634212OpenBenchmarking.orgMegahertz, More Is BetterNeural Magic DeepSparse 1.6CPU Peak Freq (Highest CPU Core Frequency) Monitor14002800420056007000

Neural Magic DeepSparse

CPU Power Consumption Monitor

MinAvgMaxTR 7980X DIY Build41.7256.6316.6TR 3990X System76 Thelio54.4228.2289.8OpenBenchmarking.orgWatts, Fewer Is BetterNeural Magic DeepSparse 1.6CPU Power Consumption Monitor80160240320400

Neural Magic DeepSparse

CPU Temperature Monitor

MinAvgMaxTR 7980X DIY Build46.050.552.4TR 3990X System76 Thelio46.360.667.0OpenBenchmarking.orgCelsius, Fewer Is BetterNeural Magic DeepSparse 1.6CPU Temperature Monitor20406080100

Neural Magic DeepSparse

Model: NLP Text Classification, DistilBERT mnli - Scenario: Asynchronous Multi-Stream

OpenBenchmarking.orgitems/sec, More Is BetterNeural Magic DeepSparse 1.6Model: NLP Text Classification, DistilBERT mnli - Scenario: Asynchronous Multi-StreamTR 7980X DIY BuildTR 3990X System76 Thelio80160240320400SE +/- 0.04, N = 3SE +/- 0.16, N = 3190.48345.44

Neural Magic DeepSparse

Model: NLP Text Classification, DistilBERT mnli - Scenario: Asynchronous Multi-Stream

OpenBenchmarking.orgms/batch, Fewer Is BetterNeural Magic DeepSparse 1.6Model: NLP Text Classification, DistilBERT mnli - Scenario: Asynchronous Multi-StreamTR 7980X DIY BuildTR 3990X System76 Thelio20406080100SE +/- 0.01, N = 3SE +/- 0.04, N = 341.9692.58

Neural Magic DeepSparse

CPU Peak Freq (Highest CPU Core Frequency) Monitor

MinAvgMaxTR 7980X DIY Build54544645502TR 3990X System76 Thelio251929244192OpenBenchmarking.orgMegahertz, More Is BetterNeural Magic DeepSparse 1.6CPU Peak Freq (Highest CPU Core Frequency) Monitor14002800420056007000

Neural Magic DeepSparse

CPU Power Consumption Monitor

MinAvgMaxTR 7980X DIY Build79.4237.4282.3TR 3990X System76 Thelio53.2243.2290.4OpenBenchmarking.orgWatts, Fewer Is BetterNeural Magic DeepSparse 1.6CPU Power Consumption Monitor70140210280350

Neural Magic DeepSparse

CPU Temperature Monitor

MinAvgMaxTR 7980X DIY Build42.849.051.0TR 3990X System76 Thelio48.361.866.3OpenBenchmarking.orgCelsius, Fewer Is BetterNeural Magic DeepSparse 1.6CPU Temperature Monitor20406080100

Neural Magic DeepSparse

Model: CV Classification, ResNet-50 ImageNet - Scenario: Asynchronous Multi-Stream

OpenBenchmarking.orgitems/sec, More Is BetterNeural Magic DeepSparse 1.6Model: CV Classification, ResNet-50 ImageNet - Scenario: Asynchronous Multi-StreamTR 7980X DIY BuildTR 3990X System76 Thelio100200300400500SE +/- 0.18, N = 3SE +/- 0.42, N = 3280.00454.44

Neural Magic DeepSparse

Model: CV Classification, ResNet-50 ImageNet - Scenario: Asynchronous Multi-Stream

OpenBenchmarking.orgms/batch, Fewer Is BetterNeural Magic DeepSparse 1.6Model: CV Classification, ResNet-50 ImageNet - Scenario: Asynchronous Multi-StreamTR 7980X DIY BuildTR 3990X System76 Thelio1632486480SE +/- 0.02, N = 3SE +/- 0.07, N = 328.5470.37

Neural Magic DeepSparse

CPU Peak Freq (Highest CPU Core Frequency) Monitor

MinAvgMaxTR 7980X DIY Build54544345076TR 3990X System76 Thelio266929594220OpenBenchmarking.orgMegahertz, More Is BetterNeural Magic DeepSparse 1.6CPU Peak Freq (Highest CPU Core Frequency) Monitor13002600390052006500

Neural Magic DeepSparse

CPU Power Consumption Monitor

MinAvgMaxTR 7980X DIY Build79.5240.6278.4TR 3990X System76 Thelio54.2251.9290.2OpenBenchmarking.orgWatts, Fewer Is BetterNeural Magic DeepSparse 1.6CPU Power Consumption Monitor70140210280350

Neural Magic DeepSparse

CPU Temperature Monitor

MinAvgMaxTR 7980X DIY Build41.949.051.0TR 3990X System76 Thelio49.363.968.0OpenBenchmarking.orgCelsius, Fewer Is BetterNeural Magic DeepSparse 1.6CPU Temperature Monitor20406080100

Neural Magic DeepSparse

Model: NLP Token Classification, BERT base uncased conll2003 - Scenario: Asynchronous Multi-Stream

OpenBenchmarking.orgitems/sec, More Is BetterNeural Magic DeepSparse 1.6Model: NLP Token Classification, BERT base uncased conll2003 - Scenario: Asynchronous Multi-StreamTR 7980X DIY BuildTR 3990X System76 Thelio918273645SE +/- 0.03, N = 3SE +/- 0.26, N = 322.2138.88

Neural Magic DeepSparse

Model: NLP Token Classification, BERT base uncased conll2003 - Scenario: Asynchronous Multi-Stream

OpenBenchmarking.orgms/batch, Fewer Is BetterNeural Magic DeepSparse 1.6Model: NLP Token Classification, BERT base uncased conll2003 - Scenario: Asynchronous Multi-StreamTR 7980X DIY BuildTR 3990X System76 Thelio2004006008001000SE +/- 0.44, N = 3SE +/- 4.97, N = 3359.86816.65

Neural Magic DeepSparse

CPU Peak Freq (Highest CPU Core Frequency) Monitor

MinAvgMaxTR 7980X DIY Build54544425297TR 3990X System76 Thelio241230344222OpenBenchmarking.orgMegahertz, More Is BetterNeural Magic DeepSparse 1.6CPU Peak Freq (Highest CPU Core Frequency) Monitor13002600390052006500

Neural Magic DeepSparse

CPU Power Consumption Monitor

MinAvgMaxTR 7980X DIY Build40.7261.4323.4TR 3990X System76 Thelio53.7232.5290.6OpenBenchmarking.orgWatts, Fewer Is BetterNeural Magic DeepSparse 1.6CPU Power Consumption Monitor80160240320400

Neural Magic DeepSparse

CPU Temperature Monitor

MinAvgMaxTR 7980X DIY Build43.649.051.4TR 3990X System76 Thelio48.561.968.3OpenBenchmarking.orgCelsius, Fewer Is BetterNeural Magic DeepSparse 1.6CPU Temperature Monitor20406080100

Neural Magic DeepSparse

Model: CV Detection, YOLOv5s COCO - Scenario: Asynchronous Multi-Stream

OpenBenchmarking.orgitems/sec, More Is BetterNeural Magic DeepSparse 1.6Model: CV Detection, YOLOv5s COCO - Scenario: Asynchronous Multi-StreamTR 7980X DIY BuildTR 3990X System76 Thelio50100150200250SE +/- 0.20, N = 3SE +/- 0.61, N = 3130.59207.71

Neural Magic DeepSparse

Model: CV Detection, YOLOv5s COCO - Scenario: Asynchronous Multi-Stream

OpenBenchmarking.orgms/batch, Fewer Is BetterNeural Magic DeepSparse 1.6Model: CV Detection, YOLOv5s COCO - Scenario: Asynchronous Multi-StreamTR 7980X DIY BuildTR 3990X System76 Thelio306090120150SE +/- 0.10, N = 3SE +/- 0.45, N = 361.21153.69

Neural Magic DeepSparse

CPU Peak Freq (Highest CPU Core Frequency) Monitor

MinAvgMaxTR 7980X DIY Build54543665169TR 3990X System76 Thelio233129624264OpenBenchmarking.orgMegahertz, More Is BetterNeural Magic DeepSparse 1.6CPU Peak Freq (Highest CPU Core Frequency) Monitor13002600390052006500

Neural Magic DeepSparse

CPU Power Consumption Monitor

MinAvgMaxTR 7980X DIY Build78.8252.2289.7TR 3990X System76 Thelio54.8249.0290.8OpenBenchmarking.orgWatts, Fewer Is BetterNeural Magic DeepSparse 1.6CPU Power Consumption Monitor70140210280350

Neural Magic DeepSparse

CPU Temperature Monitor

MinAvgMaxTR 7980X DIY Build41.948.550.0TR 3990X System76 Thelio49.064.269.5OpenBenchmarking.orgCelsius, Fewer Is BetterNeural Magic DeepSparse 1.6CPU Temperature Monitor20406080100

Neural Magic DeepSparse

Model: CV Detection, YOLOv5s COCO, Sparse INT8 - Scenario: Asynchronous Multi-Stream

OpenBenchmarking.orgitems/sec, More Is BetterNeural Magic DeepSparse 1.6Model: CV Detection, YOLOv5s COCO, Sparse INT8 - Scenario: Asynchronous Multi-StreamTR 7980X DIY BuildTR 3990X System76 Thelio50100150200250SE +/- 0.12, N = 3SE +/- 1.30, N = 3133.54214.60

Neural Magic DeepSparse

Model: CV Detection, YOLOv5s COCO, Sparse INT8 - Scenario: Asynchronous Multi-Stream

OpenBenchmarking.orgms/batch, Fewer Is BetterNeural Magic DeepSparse 1.6Model: CV Detection, YOLOv5s COCO, Sparse INT8 - Scenario: Asynchronous Multi-StreamTR 7980X DIY BuildTR 3990X System76 Thelio306090120150SE +/- 0.05, N = 3SE +/- 0.87, N = 359.88148.80

Neural Magic DeepSparse

CPU Peak Freq (Highest CPU Core Frequency) Monitor

MinAvgMaxTR 7980X DIY Build54544174861TR 3990X System76 Thelio266929484208OpenBenchmarking.orgMegahertz, More Is BetterNeural Magic DeepSparse 1.6CPU Peak Freq (Highest CPU Core Frequency) Monitor12002400360048006000

Neural Magic DeepSparse

CPU Power Consumption Monitor

MinAvgMaxTR 7980X DIY Build53.9250.0288.6TR 3990X System76 Thelio54.4250.6290.9OpenBenchmarking.orgWatts, Fewer Is BetterNeural Magic DeepSparse 1.6CPU Power Consumption Monitor70140210280350

Neural Magic DeepSparse

CPU Temperature Monitor

MinAvgMaxTR 7980X DIY Build41.448.250.0TR 3990X System76 Thelio49.864.368.8OpenBenchmarking.orgCelsius, Fewer Is BetterNeural Magic DeepSparse 1.6CPU Temperature Monitor20406080100

Neural Magic DeepSparse

Model: NLP Document Classification, oBERT base uncased on IMDB - Scenario: Asynchronous Multi-Stream

OpenBenchmarking.orgitems/sec, More Is BetterNeural Magic DeepSparse 1.6Model: NLP Document Classification, oBERT base uncased on IMDB - Scenario: Asynchronous Multi-StreamTR 7980X DIY BuildTR 3990X System76 Thelio918273645SE +/- 0.03, N = 3SE +/- 0.45, N = 322.2038.22

Neural Magic DeepSparse

Model: NLP Document Classification, oBERT base uncased on IMDB - Scenario: Asynchronous Multi-Stream

OpenBenchmarking.orgms/batch, Fewer Is BetterNeural Magic DeepSparse 1.6Model: NLP Document Classification, oBERT base uncased on IMDB - Scenario: Asynchronous Multi-StreamTR 7980X DIY BuildTR 3990X System76 Thelio2004006008001000SE +/- 0.17, N = 3SE +/- 9.47, N = 3359.86832.62

Neural Magic DeepSparse

CPU Peak Freq (Highest CPU Core Frequency) Monitor

MinAvgMaxTR 7980X DIY Build54544895591TR 3990X System76 Thelio241130644167OpenBenchmarking.orgMegahertz, More Is BetterNeural Magic DeepSparse 1.6CPU Peak Freq (Highest CPU Core Frequency) Monitor14002800420056007000

Neural Magic DeepSparse

CPU Power Consumption Monitor

MinAvgMaxTR 7980X DIY Build79.2260.9322.4TR 3990X System76 Thelio55.2231.2290.5OpenBenchmarking.orgWatts, Fewer Is BetterNeural Magic DeepSparse 1.6CPU Power Consumption Monitor80160240320400

Neural Magic DeepSparse

CPU Temperature Monitor

MinAvgMaxTR 7980X DIY Build41.948.451.0TR 3990X System76 Thelio49.562.369.5OpenBenchmarking.orgCelsius, Fewer Is BetterNeural Magic DeepSparse 1.6CPU Temperature Monitor20406080100

Neural Magic DeepSparse

Model: CV Segmentation, 90% Pruned YOLACT Pruned - Scenario: Asynchronous Multi-Stream

OpenBenchmarking.orgitems/sec, More Is BetterNeural Magic DeepSparse 1.6Model: CV Segmentation, 90% Pruned YOLACT Pruned - Scenario: Asynchronous Multi-StreamTR 7980X DIY BuildTR 3990X System76 Thelio1020304050SE +/- 0.02, N = 3SE +/- 0.09, N = 341.9243.99

Neural Magic DeepSparse

Model: CV Segmentation, 90% Pruned YOLACT Pruned - Scenario: Asynchronous Multi-Stream

OpenBenchmarking.orgms/batch, Fewer Is BetterNeural Magic DeepSparse 1.6Model: CV Segmentation, 90% Pruned YOLACT Pruned - Scenario: Asynchronous Multi-StreamTR 7980X DIY BuildTR 3990X System76 Thelio160320480640800SE +/- 0.02, N = 3SE +/- 1.54, N = 3190.65722.51

Neural Magic DeepSparse

CPU Peak Freq (Highest CPU Core Frequency) Monitor

MinAvgMaxTR 7980X DIY Build54544905296TR 3990X System76 Thelio287531804167OpenBenchmarking.orgMegahertz, More Is BetterNeural Magic DeepSparse 1.6CPU Peak Freq (Highest CPU Core Frequency) Monitor13002600390052006500

Neural Magic DeepSparse

CPU Power Consumption Monitor

MinAvgMaxTR 7980X DIY Build40.7259.1308.6TR 3990X System76 Thelio54.4243.9289.4OpenBenchmarking.orgWatts, Fewer Is BetterNeural Magic DeepSparse 1.6CPU Power Consumption Monitor80160240320400

Neural Magic DeepSparse

CPU Temperature Monitor

MinAvgMaxTR 7980X DIY Build41.548.750.5TR 3990X System76 Thelio48.863.172.5OpenBenchmarking.orgCelsius, Fewer Is BetterNeural Magic DeepSparse 1.6CPU Temperature Monitor20406080100

Neural Magic DeepSparse

Model: ResNet-50, Baseline - Scenario: Asynchronous Multi-Stream

OpenBenchmarking.orgitems/sec, More Is BetterNeural Magic DeepSparse 1.6Model: ResNet-50, Baseline - Scenario: Asynchronous Multi-StreamTR 7980X DIY BuildTR 3990X System76 Thelio100200300400500SE +/- 0.06, N = 3SE +/- 0.51, N = 3280.03453.26

Neural Magic DeepSparse

Model: ResNet-50, Baseline - Scenario: Asynchronous Multi-Stream

OpenBenchmarking.orgms/batch, Fewer Is BetterNeural Magic DeepSparse 1.6Model: ResNet-50, Baseline - Scenario: Asynchronous Multi-StreamTR 7980X DIY BuildTR 3990X System76 Thelio1632486480SE +/- 0.01, N = 3SE +/- 0.08, N = 328.5470.55

Neural Magic DeepSparse

Model: ResNet-50, Sparse INT8 - Scenario: Asynchronous Multi-Stream

OpenBenchmarking.orgitems/sec, More Is BetterNeural Magic DeepSparse 1.6Model: ResNet-50, Sparse INT8 - Scenario: Asynchronous Multi-StreamTR 7980X DIY BuildTR 3990X System76 Thelio6001200180024003000SE +/- 9.01, N = 3SE +/- 11.68, N = 32372.172645.31

Neural Magic DeepSparse

Model: ResNet-50, Sparse INT8 - Scenario: Asynchronous Multi-Stream

OpenBenchmarking.orgms/batch, Fewer Is BetterNeural Magic DeepSparse 1.6Model: ResNet-50, Sparse INT8 - Scenario: Asynchronous Multi-StreamTR 7980X DIY BuildTR 3990X System76 Thelio3691215SE +/- 0.0127, N = 3SE +/- 0.0526, N = 33.351812.0505

Neural Magic DeepSparse

CPU Peak Freq (Highest CPU Core Frequency) Monitor

MinAvgMaxTR 7980X DIY Build54543674822TR 3990X System76 Thelio280030674199OpenBenchmarking.orgMegahertz, More Is BetterNeural Magic DeepSparse 1.6CPU Peak Freq (Highest CPU Core Frequency) Monitor12002400360048006000

Neural Magic DeepSparse

CPU Power Consumption Monitor

MinAvgMaxTR 7980X DIY Build39.9232.8268.0TR 3990X System76 Thelio53.5254.2290.3OpenBenchmarking.orgWatts, Fewer Is BetterNeural Magic DeepSparse 1.6CPU Power Consumption Monitor70140210280350

Neural Magic DeepSparse

CPU Temperature Monitor

MinAvgMaxTR 7980X DIY Build42.349.451.9TR 3990X System76 Thelio49.063.567.8OpenBenchmarking.orgCelsius, Fewer Is BetterNeural Magic DeepSparse 1.6CPU Temperature Monitor20406080100

Neural Magic DeepSparse

Model: BERT-Large, NLP Question Answering - Scenario: Asynchronous Multi-Stream

OpenBenchmarking.orgitems/sec, More Is BetterNeural Magic DeepSparse 1.6Model: BERT-Large, NLP Question Answering - Scenario: Asynchronous Multi-StreamTR 7980X DIY BuildTR 3990X System76 Thelio1122334455SE +/- 0.04, N = 3SE +/- 0.00, N = 327.6749.85

Neural Magic DeepSparse

Model: BERT-Large, NLP Question Answering - Scenario: Asynchronous Multi-Stream

OpenBenchmarking.orgms/batch, Fewer Is BetterNeural Magic DeepSparse 1.6Model: BERT-Large, NLP Question Answering - Scenario: Asynchronous Multi-StreamTR 7980X DIY BuildTR 3990X System76 Thelio140280420560700SE +/- 0.18, N = 3SE +/- 0.05, N = 3288.58641.77

Neural Magic DeepSparse

CPU Peak Freq (Highest CPU Core Frequency) Monitor

MinAvgMaxTR 7980X DIY Build54547335608TR 3990X System76 Thelio245234754242OpenBenchmarking.orgMegahertz, More Is BetterNeural Magic DeepSparse 1.6CPU Peak Freq (Highest CPU Core Frequency) Monitor14002800420056007000

Neural Magic DeepSparse

CPU Power Consumption Monitor

MinAvgMaxTR 7980X DIY Build80.0219.9314.9TR 3990X System76 Thelio54.4184.5288.3OpenBenchmarking.orgWatts, Fewer Is BetterNeural Magic DeepSparse 1.6CPU Power Consumption Monitor80160240320400

Neural Magic DeepSparse

CPU Temperature Monitor

MinAvgMaxTR 7980X DIY Build42.847.249.6TR 3990X System76 Thelio49.057.967.5OpenBenchmarking.orgCelsius, Fewer Is BetterNeural Magic DeepSparse 1.6CPU Temperature Monitor20406080100

Neural Magic DeepSparse

Model: BERT-Large, NLP Question Answering, Sparse INT8 - Scenario: Asynchronous Multi-Stream

OpenBenchmarking.orgitems/sec, More Is BetterNeural Magic DeepSparse 1.6Model: BERT-Large, NLP Question Answering, Sparse INT8 - Scenario: Asynchronous Multi-StreamTR 7980X DIY BuildTR 3990X System76 Thelio110220330440550SE +/- 0.14, N = 3SE +/- 0.24, N = 3405.48515.53

Neural Magic DeepSparse

Model: BERT-Large, NLP Question Answering, Sparse INT8 - Scenario: Asynchronous Multi-Stream

OpenBenchmarking.orgms/batch, Fewer Is BetterNeural Magic DeepSparse 1.6Model: BERT-Large, NLP Question Answering, Sparse INT8 - Scenario: Asynchronous Multi-StreamTR 7980X DIY BuildTR 3990X System76 Thelio1428425670SE +/- 0.01, N = 3SE +/- 0.03, N = 319.7061.98

Neural Magic DeepSparse

CPU Peak Freq (Highest CPU Core Frequency) Monitor

MinAvgMaxTR 7980X DIY Build54545375585TR 3990X System76 Thelio281831444237OpenBenchmarking.orgMegahertz, More Is BetterNeural Magic DeepSparse 1.6CPU Peak Freq (Highest CPU Core Frequency) Monitor14002800420056007000

Neural Magic DeepSparse

CPU Power Consumption Monitor

MinAvgMaxTR 7980X DIY Build79.3234.5281.7TR 3990X System76 Thelio54.0231.0290.0OpenBenchmarking.orgWatts, Fewer Is BetterNeural Magic DeepSparse 1.6CPU Power Consumption Monitor70140210280350

Neural Magic DeepSparse

CPU Temperature Monitor

MinAvgMaxTR 7980X DIY Build41.447.950.0TR 3990X System76 Thelio48.561.867.8OpenBenchmarking.orgCelsius, Fewer Is BetterNeural Magic DeepSparse 1.6CPU Temperature Monitor20406080100

Numpy Benchmark

OpenBenchmarking.orgScore, More Is BetterNumpy BenchmarkTR 7980X DIY BuildTR 3990X System76 Thelio160320480640800SE +/- 1.70, N = 3SE +/- 0.25, N = 3753.68391.71

Numpy Benchmark

OpenBenchmarking.orgScore Per Watt, More Is BetterNumpy BenchmarkTR 7980X DIY BuildTR 3990X System76 Thelio1.18462.36923.55384.73845.9235.2653.459

Numpy Benchmark

CPU Peak Freq (Highest CPU Core Frequency) Monitor

MinAvgMaxTR 7980X DIY Build54550315416TR 3990X System76 Thelio220041734261OpenBenchmarking.orgMegahertz, More Is BetterNumpy BenchmarkCPU Peak Freq (Highest CPU Core Frequency) Monitor14002800420056007000

Numpy Benchmark

CPU Power Consumption Monitor

MinAvgMaxTR 7980X DIY Build73.4143.1158.2TR 3990X System76 Thelio53.7113.2119.8OpenBenchmarking.orgWatts, Fewer Is BetterNumpy BenchmarkCPU Power Consumption Monitor4080120160200

Numpy Benchmark

CPU Temperature Monitor

MinAvgMaxTR 7980X DIY Build39.643.546.9TR 3990X System76 Thelio47.350.753.3OpenBenchmarking.orgCelsius, Fewer Is BetterNumpy BenchmarkCPU Temperature Monitor1530456075

Timed Linux Kernel Compilation

Build: defconfig

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Linux Kernel Compilation 6.1Build: defconfigTR 7980X DIY BuildTR 3990X System76 Thelio816243240SE +/- 0.23, N = 6SE +/- 0.29, N = 923.4135.86

Timed Linux Kernel Compilation

CPU Peak Freq (Highest CPU Core Frequency) Monitor

MinAvgMaxTR 7980X DIY Build54542825617TR 3990X System76 Thelio287035304269OpenBenchmarking.orgMegahertz, More Is BetterTimed Linux Kernel Compilation 6.1CPU Peak Freq (Highest CPU Core Frequency) Monitor14002800420056007000

Timed Linux Kernel Compilation

CPU Power Consumption Monitor

MinAvgMaxTR 7980X DIY Build41.8232.9352.8TR 3990X System76 Thelio52.5194.3289.5OpenBenchmarking.orgWatts, Fewer Is BetterTimed Linux Kernel Compilation 6.1CPU Power Consumption Monitor100200300400500

Timed Linux Kernel Compilation

CPU Temperature Monitor

MinAvgMaxTR 7980X DIY Build38.355.084.6TR 3990X System76 Thelio46.058.776.5OpenBenchmarking.orgCelsius, Fewer Is BetterTimed Linux Kernel Compilation 6.1CPU Temperature Monitor20406080100

Timed Linux Kernel Compilation

Build: allmodconfig

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Linux Kernel Compilation 6.1Build: allmodconfigTR 7980X DIY BuildTR 3990X System76 Thelio70140210280350SE +/- 0.36, N = 3SE +/- 0.52, N = 3216.69335.74

Timed Linux Kernel Compilation

CPU Peak Freq (Highest CPU Core Frequency) Monitor

MinAvgMaxTR 7980X DIY Build149140945317TR 3990X System76 Thelio220031704244OpenBenchmarking.orgMegahertz, More Is BetterTimed Linux Kernel Compilation 6.1CPU Peak Freq (Highest CPU Core Frequency) Monitor13002600390052006500

Timed Linux Kernel Compilation

CPU Power Consumption Monitor

MinAvgMaxTR 7980X DIY Build45.4318.8353.9TR 3990X System76 Thelio53.5262.6294.4OpenBenchmarking.orgWatts, Fewer Is BetterTimed Linux Kernel Compilation 6.1CPU Power Consumption Monitor100200300400500

Timed Linux Kernel Compilation

CPU Temperature Monitor

MinAvgMaxTR 7980X DIY Build43.667.383.8TR 3990X System76 Thelio47.366.874.0OpenBenchmarking.orgCelsius, Fewer Is BetterTimed Linux Kernel Compilation 6.1CPU Temperature Monitor20406080100

Timed Godot Game Engine Compilation

Time To Compile

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Godot Game Engine Compilation 4.0Time To CompileTR 7980X DIY BuildTR 3990X System76 Thelio306090120150SE +/- 0.14, N = 3SE +/- 0.30, N = 379.84131.36

Timed Godot Game Engine Compilation

CPU Peak Freq (Highest CPU Core Frequency) Monitor

MinAvgMaxTR 7980X DIY Build54543575292TR 3990X System76 Thelio286835634235OpenBenchmarking.orgMegahertz, More Is BetterTimed Godot Game Engine Compilation 4.0CPU Peak Freq (Highest CPU Core Frequency) Monitor13002600390052006500

Timed Godot Game Engine Compilation

CPU Power Consumption Monitor

MinAvgMaxTR 7980X DIY Build53.4256.3359.8TR 3990X System76 Thelio54.4212.1293.4OpenBenchmarking.orgWatts, Fewer Is BetterTimed Godot Game Engine Compilation 4.0CPU Power Consumption Monitor100200300400500

Timed Godot Game Engine Compilation

CPU Temperature Monitor

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Timed FFmpeg Compilation

Time To Compile

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Timed FFmpeg Compilation

CPU Peak Freq (Highest CPU Core Frequency) Monitor

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Timed FFmpeg Compilation

CPU Power Consumption Monitor

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Timed FFmpeg Compilation

CPU Temperature Monitor

MinAvgMaxTR 7980X DIY Build43.655.679.6TR 3990X System76 Thelio47.857.873.8OpenBenchmarking.orgCelsius, Fewer Is BetterTimed FFmpeg Compilation 6.1CPU Temperature Monitor20406080100

Timed LLVM Compilation

Build System: Ninja

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Timed LLVM Compilation

CPU Peak Freq (Highest CPU Core Frequency) Monitor

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Timed LLVM Compilation

CPU Power Consumption Monitor

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Timed LLVM Compilation

CPU Temperature Monitor

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Timed Node.js Compilation

Time To Compile

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Timed Node.js Compilation

CPU Peak Freq (Highest CPU Core Frequency) Monitor

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Timed Node.js Compilation

CPU Power Consumption Monitor

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Timed Node.js Compilation

CPU Temperature Monitor

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Timed Gem5 Compilation

Time To Compile

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Timed Gem5 Compilation

CPU Peak Freq (Highest CPU Core Frequency) Monitor

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Timed Gem5 Compilation

CPU Power Consumption Monitor

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Timed Gem5 Compilation

CPU Temperature Monitor

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Blender

Blend File: BMW27 - Compute: CPU-Only

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Blender

CPU Peak Freq (Highest CPU Core Frequency) Monitor

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Blender

CPU Power Consumption Monitor

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Blender

CPU Temperature Monitor

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Blender

Blend File: Classroom - Compute: CPU-Only

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Blender

CPU Peak Freq (Highest CPU Core Frequency) Monitor

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Blender

CPU Power Consumption Monitor

MinAvgMaxTR 7980X DIY Build81.5326.3365.7TR 3990X System76 Thelio54.5268.5287.0OpenBenchmarking.orgWatts, Fewer Is BetterBlender 4.0CPU Power Consumption Monitor100200300400500

Blender

CPU Temperature Monitor

MinAvgMaxTR 7980X DIY Build47.467.372.0TR 3990X System76 Thelio48.866.268.5OpenBenchmarking.orgCelsius, Fewer Is BetterBlender 4.0CPU Temperature Monitor20406080100

Blender

Blend File: Fishy Cat - Compute: CPU-Only

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Blender

CPU Peak Freq (Highest CPU Core Frequency) Monitor

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Blender

CPU Power Consumption Monitor

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Blender

CPU Temperature Monitor

MinAvgMaxTR 7980X DIY Build48.364.482.9TR 3990X System76 Thelio49.065.369.0OpenBenchmarking.orgCelsius, Fewer Is BetterBlender 4.0CPU Temperature Monitor20406080100

Blender

Blend File: Pabellon Barcelona - Compute: CPU-Only

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Blender

CPU Peak Freq (Highest CPU Core Frequency) Monitor

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Blender

CPU Power Consumption Monitor

MinAvgMaxTR 7980X DIY Build81.1329.8367.1TR 3990X System76 Thelio53.4273.0291.0OpenBenchmarking.orgWatts, Fewer Is BetterBlender 4.0CPU Power Consumption Monitor100200300400500

Blender

CPU Temperature Monitor

MinAvgMaxTR 7980X DIY Build48.668.071.5TR 3990X System76 Thelio48.866.779.3OpenBenchmarking.orgCelsius, Fewer Is BetterBlender 4.0CPU Temperature Monitor20406080100

Blender

Blend File: Barbershop - Compute: CPU-Only

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Blender

CPU Peak Freq (Highest CPU Core Frequency) Monitor

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Blender

CPU Power Consumption Monitor

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Blender

CPU Temperature Monitor

MinAvgMaxTR 7980X DIY Build49.669.187.0TR 3990X System76 Thelio49.067.972.8OpenBenchmarking.orgCelsius, Fewer Is BetterBlender 4.0CPU Temperature Monitor20406080100

OSPRay

Benchmark: gravity_spheres_volume/dim_512/ao/real_time

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OSPRay

Benchmark: gravity_spheres_volume/dim_512/ao/real_time

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OSPRay

CPU Peak Freq (Highest CPU Core Frequency) Monitor

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OSPRay

CPU Power Consumption Monitor

MinAvgMaxTR 7980X DIY Build81.5313.3366.4TR 3990X System76 Thelio56.4259.3293.2OpenBenchmarking.orgWatts, Fewer Is BetterOSPRay 2.12CPU Power Consumption Monitor100200300400500

OSPRay

CPU Temperature Monitor

MinAvgMaxTR 7980X DIY Build49.165.671.0TR 3990X System76 Thelio50.567.871.3OpenBenchmarking.orgCelsius, Fewer Is BetterOSPRay 2.12CPU Temperature Monitor20406080100

OSPRay

Benchmark: gravity_spheres_volume/dim_512/scivis/real_time

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OSPRay

Benchmark: gravity_spheres_volume/dim_512/scivis/real_time

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OSPRay

CPU Peak Freq (Highest CPU Core Frequency) Monitor

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OSPRay

CPU Power Consumption Monitor

MinAvgMaxTR 7980X DIY Build82.3313.6366.8TR 3990X System76 Thelio32.8259.4293.2OpenBenchmarking.orgWatts, Fewer Is BetterOSPRay 2.12CPU Power Consumption Monitor100200300400500

OSPRay

CPU Temperature Monitor

MinAvgMaxTR 7980X DIY Build49.165.671.0TR 3990X System76 Thelio50.067.171.3OpenBenchmarking.orgCelsius, Fewer Is BetterOSPRay 2.12CPU Temperature Monitor20406080100

OSPRay

Benchmark: gravity_spheres_volume/dim_512/pathtracer/real_time

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OSPRay

Benchmark: gravity_spheres_volume/dim_512/pathtracer/real_time

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OSPRay

CPU Peak Freq (Highest CPU Core Frequency) Monitor

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OSPRay

CPU Power Consumption Monitor

MinAvgMaxTR 7980X DIY Build82.0313.1365.4TR 3990X System76 Thelio53.9257.4292.0OpenBenchmarking.orgWatts, Fewer Is BetterOSPRay 2.12CPU Power Consumption Monitor100200300400500

OSPRay

CPU Temperature Monitor

MinAvgMaxTR 7980X DIY Build49.166.984.6TR 3990X System76 Thelio48.866.875.8OpenBenchmarking.orgCelsius, Fewer Is BetterOSPRay 2.12CPU Temperature Monitor20406080100

OSPRay

Benchmark: particle_volume/ao/real_time

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OSPRay

Benchmark: particle_volume/ao/real_time

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OSPRay

CPU Peak Freq (Highest CPU Core Frequency) Monitor

MinAvgMaxTR 7980X DIY Build54540464857TR 3990X System76 Thelio220030903856OpenBenchmarking.orgMegahertz, More Is BetterOSPRay 2.12CPU Peak Freq (Highest CPU Core Frequency) Monitor12002400360048006000

OSPRay

CPU Power Consumption Monitor

MinAvgMaxTR 7980X DIY Build81.6336.4360.8TR 3990X System76 Thelio54.1277.9292.3OpenBenchmarking.orgWatts, Fewer Is BetterOSPRay 2.12CPU Power Consumption Monitor100200300400500

OSPRay

CPU Temperature Monitor

MinAvgMaxTR 7980X DIY Build49.169.775.5TR 3990X System76 Thelio48.870.573.3OpenBenchmarking.orgCelsius, Fewer Is BetterOSPRay 2.12CPU Temperature Monitor20406080100

OSPRay

Benchmark: particle_volume/scivis/real_time

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OSPRay

Benchmark: particle_volume/scivis/real_time

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OSPRay

CPU Peak Freq (Highest CPU Core Frequency) Monitor

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OSPRay

CPU Power Consumption Monitor

MinAvgMaxTR 7980X DIY Build83.7298.5362.2TR 3990X System76 Thelio54.0270.0292.3OpenBenchmarking.orgWatts, Fewer Is BetterOSPRay 2.12CPU Power Consumption Monitor100200300400500

OSPRay

CPU Temperature Monitor

MinAvgMaxTR 7980X DIY Build49.865.483.3TR 3990X System76 Thelio49.370.179.3OpenBenchmarking.orgCelsius, Fewer Is BetterOSPRay 2.12CPU Temperature Monitor20406080100

OSPRay

Benchmark: particle_volume/pathtracer/real_time

OpenBenchmarking.orgItems Per Second, More Is BetterOSPRay 2.12Benchmark: particle_volume/pathtracer/real_timeTR 7980X DIY BuildTR 3990X System76 Thelio50100150200250SE +/- 0.48, N = 3SE +/- 0.24, N = 3239.32151.05

OSPRay

Benchmark: particle_volume/pathtracer/real_time

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OSPRay

CPU Peak Freq (Highest CPU Core Frequency) Monitor

MinAvgMaxTR 7980X DIY Build54540804912TR 3990X System76 Thelio220031914025OpenBenchmarking.orgMegahertz, More Is BetterOSPRay 2.12CPU Peak Freq (Highest CPU Core Frequency) Monitor13002600390052006500

OSPRay

CPU Power Consumption Monitor

MinAvgMaxTR 7980X DIY Build81.5307.3367.1TR 3990X System76 Thelio53.5274.3293.4OpenBenchmarking.orgWatts, Fewer Is BetterOSPRay 2.12CPU Power Consumption Monitor100200300400500

OSPRay

CPU Temperature Monitor

MinAvgMaxTR 7980X DIY Build48.666.878.3TR 3990X System76 Thelio48.568.471.3OpenBenchmarking.orgCelsius, Fewer Is BetterOSPRay 2.12CPU Temperature Monitor20406080100

Embree

Binary: Pathtracer ISPC - Model: Asian Dragon

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Embree

Binary: Pathtracer ISPC - Model: Asian Dragon

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Embree

CPU Peak Freq (Highest CPU Core Frequency) Monitor

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Embree

CPU Power Consumption Monitor

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Embree

CPU Temperature Monitor

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Embree

Binary: Pathtracer ISPC - Model: Crown

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Embree

Binary: Pathtracer ISPC - Model: Crown

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Embree

CPU Peak Freq (Highest CPU Core Frequency) Monitor

MinAvgMaxTR 7980X DIY Build54531055089TR 3990X System76 Thelio283029644131OpenBenchmarking.orgMegahertz, More Is BetterEmbree 4.3CPU Peak Freq (Highest CPU Core Frequency) Monitor13002600390052006500

Embree

CPU Power Consumption Monitor

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Embree

CPU Temperature Monitor

MinAvgMaxTR 7980X DIY Build46.057.263.8TR 3990X System76 Thelio49.862.769.5OpenBenchmarking.orgCelsius, Fewer Is BetterEmbree 4.3CPU Temperature Monitor20406080100

Chaos Group V-RAY

Mode: CPU

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Chaos Group V-RAY

Mode: CPU

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Chaos Group V-RAY

CPU Peak Freq (Highest CPU Core Frequency) Monitor

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Chaos Group V-RAY

CPU Power Consumption Monitor

MinAvgMaxTR 7980X DIY Build81.5306.2367.5TR 3990X System76 Thelio31.3244.3296.8OpenBenchmarking.orgWatts, Fewer Is BetterChaos Group V-RAY 5.02CPU Power Consumption Monitor100200300400500

Chaos Group V-RAY

CPU Temperature Monitor

MinAvgMaxTR 7980X DIY Build46.065.082.0TR 3990X System76 Thelio49.863.772.5OpenBenchmarking.orgCelsius, Fewer Is BetterChaos Group V-RAY 5.02CPU Temperature Monitor20406080100

IndigoBench

Acceleration: CPU - Scene: Supercar

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IndigoBench

Acceleration: CPU - Scene: Supercar

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IndigoBench

CPU Peak Freq (Highest CPU Core Frequency) Monitor

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IndigoBench

CPU Power Consumption Monitor

MinAvgMaxTR 7980X DIY Build81.2332.6370.3TR 3990X System76 Thelio54.3271.0299.8OpenBenchmarking.orgWatts, Fewer Is BetterIndigoBench 4.4CPU Power Consumption Monitor100200300400500

IndigoBench

CPU Temperature Monitor

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IndigoBench

Acceleration: CPU - Scene: Bedroom

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IndigoBench

Acceleration: CPU - Scene: Bedroom

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IndigoBench

CPU Peak Freq (Highest CPU Core Frequency) Monitor

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IndigoBench

CPU Power Consumption Monitor

MinAvgMaxTR 7980X DIY Build81.9331.3372.0TR 3990X System76 Thelio54.1270.0299.5OpenBenchmarking.orgWatts, Fewer Is BetterIndigoBench 4.4CPU Power Consumption Monitor100200300400500

IndigoBench

CPU Temperature Monitor

MinAvgMaxTR 7980X DIY Build49.668.072.9TR 3990X System76 Thelio48.865.872.8OpenBenchmarking.orgCelsius, Fewer Is BetterIndigoBench 4.4CPU Temperature Monitor20406080100

7-Zip Compression

Test: Compression Rating

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7-Zip Compression

Test: Decompression Rating

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7-Zip Compression

Test: Decompression Rating

OpenBenchmarking.orgMIPS Per Watt, More Is Better7-Zip Compression 22.01Test: Decompression RatingTR 7980X DIY BuildTR 3990X System76 Thelio4008001200160020001822.671438.92

7-Zip Compression

CPU Peak Freq (Highest CPU Core Frequency) Monitor

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7-Zip Compression

CPU Power Consumption Monitor

MinAvgMaxTR 7980X DIY Build82.3290.4365.4TR 3990X System76 Thelio54.3253.6297.7OpenBenchmarking.orgWatts, Fewer Is Better7-Zip Compression 22.01CPU Power Consumption Monitor100200300400500

7-Zip Compression

CPU Temperature Monitor

MinAvgMaxTR 7980X DIY Build50.065.581.0TR 3990X System76 Thelio48.565.473.0OpenBenchmarking.orgCelsius, Fewer Is Better7-Zip Compression 22.01CPU Temperature Monitor20406080100

OpenFOAM

Input: drivaerFastback, Small Mesh Size - Mesh Time

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OpenFOAM

Input: drivaerFastback, Small Mesh Size - Execution Time

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OpenFOAM

CPU Peak Freq (Highest CPU Core Frequency) Monitor

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OpenFOAM

CPU Power Consumption Monitor

MinAvgMaxTR 7980X DIY Build81.9319.6357.4TR 3990X System76 Thelio53.9270.4289.2OpenBenchmarking.orgWatts, Fewer Is BetterOpenFOAM 10CPU Power Consumption Monitor100200300400500

OpenFOAM

CPU Temperature Monitor

MinAvgMaxTR 7980X DIY Build49.166.571.0TR 3990X System76 Thelio48.566.570.5OpenBenchmarking.orgCelsius, Fewer Is BetterOpenFOAM 10CPU Temperature Monitor20406080100

OpenFOAM

Input: drivaerFastback, Medium Mesh Size - Mesh Time

OpenBenchmarking.orgSeconds, Fewer Is BetterOpenFOAM 10Input: drivaerFastback, Medium Mesh Size - Mesh TimeTR 7980X DIY BuildTR 3990X System76 Thelio4080120160200104.60184.711. (CXX) g++ options: -std=c++14 -m64 -O3 -ftemplate-depth-100 -fPIC -fuse-ld=bfd -Xlinker --add-needed --no-as-needed -lfoamToVTK -ldynamicMesh -llagrangian -lgenericPatchFields -lfileFormats -lOpenFOAM -ldl -lm

OpenFOAM

Input: drivaerFastback, Medium Mesh Size - Execution Time

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OpenFOAM

CPU Peak Freq (Highest CPU Core Frequency) Monitor

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OpenFOAM

CPU Power Consumption Monitor

MinAvgMaxTR 7980X DIY Build81.8349.4363.8TR 3990X System76 Thelio54.6286.9299.9OpenBenchmarking.orgWatts, Fewer Is BetterOpenFOAM 10CPU Power Consumption Monitor100200300400500

OpenFOAM

CPU Temperature Monitor

MinAvgMaxTR 7980X DIY Build49.668.781.0TR 3990X System76 Thelio49.371.077.5OpenBenchmarking.orgCelsius, Fewer Is BetterOpenFOAM 10CPU Temperature Monitor20406080100

OpenRadioss

Model: Bird Strike on Windshield

OpenBenchmarking.orgSeconds, Fewer Is BetterOpenRadioss 2023.09.15Model: Bird Strike on WindshieldTR 7980X DIY BuildTR 3990X System76 Thelio306090120150SE +/- 0.68, N = 3SE +/- 0.67, N = 3105.42153.62

OpenRadioss

CPU Peak Freq (Highest CPU Core Frequency) Monitor

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OpenRadioss

CPU Power Consumption Monitor

MinAvgMaxTR 7980X DIY Build42.8337.2357.7TR 3990X System76 Thelio54.8277.3290.9OpenBenchmarking.orgWatts, Fewer Is BetterOpenRadioss 2023.09.15CPU Power Consumption Monitor100200300400500

OpenRadioss

CPU Temperature Monitor

MinAvgMaxTR 7980X DIY Build48.370.382.9TR 3990X System76 Thelio49.869.073.0OpenBenchmarking.orgCelsius, Fewer Is BetterOpenRadioss 2023.09.15CPU Temperature Monitor20406080100

OpenRadioss

Model: Rubber O-Ring Seal Installation

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OpenRadioss

CPU Peak Freq (Highest CPU Core Frequency) Monitor

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OpenRadioss

CPU Power Consumption Monitor

MinAvgMaxTR 7980X DIY Build42.0324.1357.3TR 3990X System76 Thelio27.3265.6289.8OpenBenchmarking.orgWatts, Fewer Is BetterOpenRadioss 2023.09.15CPU Power Consumption Monitor100200300400500

OpenRadioss

CPU Temperature Monitor

MinAvgMaxTR 7980X DIY Build48.666.972.4TR 3990X System76 Thelio49.866.872.0OpenBenchmarking.orgCelsius, Fewer Is BetterOpenRadioss 2023.09.15CPU Temperature Monitor20406080100

OpenRadioss

Model: Cell Phone Drop Test

OpenBenchmarking.orgSeconds, Fewer Is BetterOpenRadioss 2023.09.15Model: Cell Phone Drop TestTR 7980X DIY BuildTR 3990X System76 Thelio1122334455SE +/- 0.10, N = 3SE +/- 0.36, N = 323.4148.31

OpenRadioss

CPU Peak Freq (Highest CPU Core Frequency) Monitor

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OpenRadioss

CPU Power Consumption Monitor

MinAvgMaxTR 7980X DIY Build82.3279.2355.9TR 3990X System76 Thelio54.8245.6305.5OpenBenchmarking.orgWatts, Fewer Is BetterOpenRadioss 2023.09.15CPU Power Consumption Monitor100200300400500

OpenRadioss

CPU Temperature Monitor

MinAvgMaxTR 7980X DIY Build49.164.186.0TR 3990X System76 Thelio49.566.073.8OpenBenchmarking.orgCelsius, Fewer Is BetterOpenRadioss 2023.09.15CPU Temperature Monitor20406080100

OpenRadioss

Model: Bumper Beam

OpenBenchmarking.orgSeconds, Fewer Is BetterOpenRadioss 2023.09.15Model: Bumper BeamTR 7980X DIY BuildTR 3990X System76 Thelio20406080100SE +/- 0.65, N = 3SE +/- 0.27, N = 375.61104.16

OpenRadioss

CPU Peak Freq (Highest CPU Core Frequency) Monitor

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OpenRadioss

CPU Power Consumption Monitor

MinAvgMaxTR 7980X DIY Build46.3331.8357.7TR 3990X System76 Thelio55.2274.4289.7OpenBenchmarking.orgWatts, Fewer Is BetterOpenRadioss 2023.09.15CPU Power Consumption Monitor100200300400500

OpenRadioss

CPU Temperature Monitor

MinAvgMaxTR 7980X DIY Build47.869.874.3TR 3990X System76 Thelio48.868.371.8OpenBenchmarking.orgCelsius, Fewer Is BetterOpenRadioss 2023.09.15CPU Temperature Monitor20406080100

OpenRadioss

Model: INIVOL and Fluid Structure Interaction Drop Container

OpenBenchmarking.orgSeconds, Fewer Is BetterOpenRadioss 2023.09.15Model: INIVOL and Fluid Structure Interaction Drop ContainerTR 7980X DIY BuildTR 3990X System76 Thelio4080120160200SE +/- 0.12, N = 3SE +/- 0.44, N = 3115.12204.54

OpenRadioss

CPU Peak Freq (Highest CPU Core Frequency) Monitor

MinAvgMaxTR 7980X DIY Build54539445125TR 3990X System76 Thelio290034074192OpenBenchmarking.orgMegahertz, More Is BetterOpenRadioss 2023.09.15CPU Peak Freq (Highest CPU Core Frequency) Monitor13002600390052006500

OpenRadioss

CPU Power Consumption Monitor

MinAvgMaxTR 7980X DIY Build82.4333.7358.0TR 3990X System76 Thelio54.5276.1290.8OpenBenchmarking.orgWatts, Fewer Is BetterOpenRadioss 2023.09.15CPU Power Consumption Monitor100200300400500

OpenRadioss

CPU Temperature Monitor

MinAvgMaxTR 7980X DIY Build50.069.488.3TR 3990X System76 Thelio49.868.572.0OpenBenchmarking.orgCelsius, Fewer Is BetterOpenRadioss 2023.09.15CPU Temperature Monitor20406080100

OpenRadioss

Model: Chrysler Neon 1M

OpenBenchmarking.orgSeconds, Fewer Is BetterOpenRadioss 2023.09.15Model: Chrysler Neon 1MTR 7980X DIY BuildTR 3990X System76 Thelio140280420560700SE +/- 3.99, N = 3SE +/- 0.33, N = 3292.06671.04

OpenRadioss

CPU Peak Freq (Highest CPU Core Frequency) Monitor

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OpenRadioss

CPU Power Consumption Monitor

MinAvgMaxTR 7980X DIY Build82.0335.3364.0TR 3990X System76 Thelio54.4277.5294.6OpenBenchmarking.orgWatts, Fewer Is BetterOpenRadioss 2023.09.15CPU Power Consumption Monitor100200300400500

OpenRadioss

CPU Temperature Monitor

MinAvgMaxTR 7980X DIY Build49.167.192.4TR 3990X System76 Thelio50.568.675.0OpenBenchmarking.orgCelsius, Fewer Is BetterOpenRadioss 2023.09.15CPU Temperature Monitor20406080100

QuantLib

Configuration: Multi-Threaded

OpenBenchmarking.orgMFLOPS, More Is BetterQuantLib 1.32Configuration: Multi-ThreadedTR 7980X DIY BuildTR 3990X System76 Thelio50K100K150K200K250KSE +/- 97.04, N = 3SE +/- 434.08, N = 3245683.2159470.11. (CXX) g++ options: -O3 -march=native -fPIE -pie

QuantLib

Configuration: Multi-Threaded

OpenBenchmarking.orgMFLOPS Per Watt, More Is BetterQuantLib 1.32Configuration: Multi-ThreadedTR 7980X DIY BuildTR 3990X System76 Thelio160320480640800750.88593.54

QuantLib

CPU Peak Freq (Highest CPU Core Frequency) Monitor

MinAvgMaxTR 7980X DIY Build54535214982TR 3990X System76 Thelio273228674142OpenBenchmarking.orgMegahertz, More Is BetterQuantLib 1.32CPU Peak Freq (Highest CPU Core Frequency) Monitor13002600390052006500

QuantLib

CPU Power Consumption Monitor

MinAvgMaxTR 7980X DIY Build82.2327.2365.7TR 3990X System76 Thelio54.6268.7291.7OpenBenchmarking.orgWatts, Fewer Is BetterQuantLib 1.32CPU Power Consumption Monitor100200300400500

QuantLib

CPU Temperature Monitor

MinAvgMaxTR 7980X DIY Build48.370.594.8TR 3990X System76 Thelio50.370.681.3OpenBenchmarking.orgCelsius, Fewer Is BetterQuantLib 1.32CPU Temperature Monitor20406080100

SVT-AV1

Encoder Mode: Preset 13 - Input: Bosphorus 4K

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 1.8Encoder Mode: Preset 13 - Input: Bosphorus 4KTR 7980X DIY BuildTR 3990X System76 Thelio4080120160200SE +/- 1.79, N = 15SE +/- 6.37, N = 13194.10124.791. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq

SVT-AV1

Encoder Mode: Preset 13 - Input: Bosphorus 4K

OpenBenchmarking.orgFrames Per Second Per Watt, More Is BetterSVT-AV1 1.8Encoder Mode: Preset 13 - Input: Bosphorus 4KTR 7980X DIY BuildTR 3990X System76 Thelio0.28760.57520.86281.15041.4381.2780.894

SVT-AV1

CPU Peak Freq (Highest CPU Core Frequency) Monitor

MinAvgMaxTR 7980X DIY Build54538085324TR 3990X System76 Thelio260837544307OpenBenchmarking.orgMegahertz, More Is BetterSVT-AV1 1.8CPU Peak Freq (Highest CPU Core Frequency) Monitor13002600390052006500

SVT-AV1

CPU Power Consumption Monitor

MinAvgMaxTR 7980X DIY Build79.4151.8284.4TR 3990X System76 Thelio53.9139.6271.7OpenBenchmarking.orgWatts, Fewer Is BetterSVT-AV1 1.8CPU Power Consumption Monitor70140210280350

SVT-AV1

CPU Temperature Monitor

MinAvgMaxTR 7980X DIY Build43.648.965.6TR 3990X System76 Thelio50.055.467.0OpenBenchmarking.orgCelsius, Fewer Is BetterSVT-AV1 1.8CPU Temperature Monitor20406080100

SVT-AV1

Encoder Mode: Preset 12 - Input: Bosphorus 4K

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 1.8Encoder Mode: Preset 12 - Input: Bosphorus 4KTR 7980X DIY BuildTR 3990X System76 Thelio4080120160200SE +/- 1.52, N = 15SE +/- 0.33, N = 5198.74130.631. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq

SVT-AV1

Encoder Mode: Preset 12 - Input: Bosphorus 4K

OpenBenchmarking.orgFrames Per Second Per Watt, More Is BetterSVT-AV1 1.8Encoder Mode: Preset 12 - Input: Bosphorus 4KTR 7980X DIY BuildTR 3990X System76 Thelio0.29540.59080.88621.18161.4771.3130.949

SVT-AV1

CPU Peak Freq (Highest CPU Core Frequency) Monitor

MinAvgMaxTR 7980X DIY Build54537555342TR 3990X System76 Thelio220037304241OpenBenchmarking.orgMegahertz, More Is BetterSVT-AV1 1.8CPU Peak Freq (Highest CPU Core Frequency) Monitor13002600390052006500

SVT-AV1

CPU Power Consumption Monitor

MinAvgMaxTR 7980X DIY Build41.1151.4277.5TR 3990X System76 Thelio53.3137.7267.0OpenBenchmarking.orgWatts, Fewer Is BetterSVT-AV1 1.8CPU Power Consumption Monitor70140210280350

SVT-AV1

CPU Temperature Monitor

MinAvgMaxTR 7980X DIY Build41.948.469.6TR 3990X System76 Thelio47.553.462.8OpenBenchmarking.orgCelsius, Fewer Is BetterSVT-AV1 1.8CPU Temperature Monitor20406080100

SVT-AV1

Encoder Mode: Preset 8 - Input: Bosphorus 4K

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 1.8Encoder Mode: Preset 8 - Input: Bosphorus 4KTR 7980X DIY BuildTR 3990X System76 Thelio20406080100SE +/- 0.28, N = 5SE +/- 0.07, N = 390.4543.551. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq

SVT-AV1

Encoder Mode: Preset 8 - Input: Bosphorus 4K

OpenBenchmarking.orgFrames Per Second Per Watt, More Is BetterSVT-AV1 1.8Encoder Mode: Preset 8 - Input: Bosphorus 4KTR 7980X DIY BuildTR 3990X System76 Thelio0.10170.20340.30510.40680.50850.4520.230

SVT-AV1

CPU Peak Freq (Highest CPU Core Frequency) Monitor

MinAvgMaxTR 7980X DIY Build54537535342TR 3990X System76 Thelio280036494252OpenBenchmarking.orgMegahertz, More Is BetterSVT-AV1 1.8CPU Peak Freq (Highest CPU Core Frequency) Monitor13002600390052006500

SVT-AV1

CPU Power Consumption Monitor

MinAvgMaxTR 7980X DIY Build79.1200.0324.2TR 3990X System76 Thelio52.7189.5280.8OpenBenchmarking.orgWatts, Fewer Is BetterSVT-AV1 1.8CPU Power Consumption Monitor80160240320400

SVT-AV1

CPU Temperature Monitor

MinAvgMaxTR 7980X DIY Build41.054.573.3TR 3990X System76 Thelio47.559.070.3OpenBenchmarking.orgCelsius, Fewer Is BetterSVT-AV1 1.8CPU Temperature Monitor20406080100

SVT-AV1

Encoder Mode: Preset 4 - Input: Bosphorus 4K

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 1.8Encoder Mode: Preset 4 - Input: Bosphorus 4KTR 7980X DIY BuildTR 3990X System76 Thelio3691215SE +/- 0.001, N = 3SE +/- 0.020, N = 39.2464.6751. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq

SVT-AV1

Encoder Mode: Preset 4 - Input: Bosphorus 4K

OpenBenchmarking.orgFrames Per Second Per Watt, More Is BetterSVT-AV1 1.8Encoder Mode: Preset 4 - Input: Bosphorus 4KTR 7980X DIY BuildTR 3990X System76 Thelio0.00970.01940.02910.03880.04850.0430.023

SVT-AV1

CPU Peak Freq (Highest CPU Core Frequency) Monitor

MinAvgMaxTR 7980X DIY Build54543355427TR 3990X System76 Thelio290038634330OpenBenchmarking.orgMegahertz, More Is BetterSVT-AV1 1.8CPU Peak Freq (Highest CPU Core Frequency) Monitor14002800420056007000

SVT-AV1

CPU Power Consumption Monitor

MinAvgMaxTR 7980X DIY Build80.2216.1333.3TR 3990X System76 Thelio53.0201.1284.9OpenBenchmarking.orgWatts, Fewer Is BetterSVT-AV1 1.8CPU Power Consumption Monitor80160240320400

SVT-AV1

CPU Temperature Monitor

MinAvgMaxTR 7980X DIY Build42.861.089.3TR 3990X System76 Thelio45.863.177.5OpenBenchmarking.orgCelsius, Fewer Is BetterSVT-AV1 1.8CPU Temperature Monitor20406080100

Meta Performance Per Watts

Performance Per Watts

OpenBenchmarking.orgPerformance Per Watts, More Is BetterMeta Performance Per WattsPerformance Per WattsTR 7980X DIY BuildTR 3990X System76 Thelio2040608010099.2941.70

CPU Peak Freq (Highest CPU Core Frequency) Monitor

Phoronix Test Suite System Monitoring

OpenBenchmarking.orgMegahertzCPU Peak Freq (Highest CPU Core Frequency) MonitorPhoronix Test Suite System MonitoringTR 7980X DIY BuildTR 3990X System76 Thelio10002000300040005000Min: 545 / Avg: 4217.07 / Max: 5617Min: 2196 / Avg: 3527.76 / Max: 4330

CPU Power Consumption Monitor

Phoronix Test Suite System Monitoring

OpenBenchmarking.orgWattsCPU Power Consumption MonitorPhoronix Test Suite System MonitoringTR 7980X DIY BuildTR 3990X System76 Thelio70140210280350Min: 39.88 / Avg: 305.94 / Max: 372.82Min: 27.29 / Avg: 256.14 / Max: 305.51

CPU Temperature Monitor

Phoronix Test Suite System Monitoring

OpenBenchmarking.orgCelsiusCPU Temperature MonitorPhoronix Test Suite System MonitoringTR 7980X DIY BuildTR 3990X System76 Thelio20406080100Min: 36.88 / Avg: 64.84 / Max: 94.75Min: 42.25 / Avg: 65.24 / Max: 89


Phoronix Test Suite v10.8.4