System76 Thelio Major With Threadripper 7980X

AMD Ryzen Threadripper 7980X testing with System76 Thelio Major. Benchmarks by Michael Larabel for a future article.

HTML result view exported from: https://openbenchmarking.org/result/2401178-NE-SYSTEM76T84&grw.

System76 Thelio Major With Threadripper 7980XProcessorMotherboardChipsetMemoryDiskGraphicsAudioMonitorNetworkOSKernelDesktopDisplay ServerOpenGLVulkanCompilerFile-SystemScreen ResolutionTR 3990X System76 ThelioTR 7980X System76 ThelioTR 7980X DIY BuildAMD 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 AX200Pop 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 7980X 64-Cores @ 7.79GHz (64 Cores / 128 Threads)System76 Thelio Major (FA Z5 BIOS)AMD Device 14a44 x 32 GB DRAM-4800MT/s Micron MTC20F1045S1RC48BA21000GB CT1000T700SSD5NAVI31 45GB (1760/1124MHz)AMD Device 14ccASUS VP28UAquantia Device 14c0 + Realtek RTL8125 2.5GbE + Intel Wi-Fi 6 AX210/AX211/AX411AMD Ryzen Threadripper 7980X 64-Cores @ 8.21GHz (64 Cores / 128 Threads)ASUS Pro WS TRX50-SAGE WIFI (0607 BIOS)4 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 0616OpenBenchmarking.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 3990X System76 Thelio: Scaling Governor: acpi-cpufreq schedutil (Boost: Enabled) - CPU Microcode: 0x830107a- TR 7980X System76 Thelio: Scaling Governor: amd-pstate-epp powersave (EPP: balance_performance) - CPU Microcode: 0xa108105- TR 7980X DIY Build: Scaling Governor: amd-pstate-epp powersave (EPP: balance_performance) - CPU Microcode: 0xa108105Python Details- Python 3.10.12Security Details- 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 7980X 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: 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 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

System76 Thelio Major With Threadripper 7980Xquantlib: Multi-Threadedopenradioss: Bird Strike on Windshieldopenradioss: Rubber O-Ring Seal Installationopenradioss: Cell Phone Drop Testopenradioss: Bumper Beamtensorflow: CPU - 1 - ResNet-50tensorflow: CPU - 16 - ResNet-50numpy: pytorch: CPU - 1 - ResNet-50pytorch: CPU - 1 - ResNet-152pytorch: CPU - 64 - ResNet-50pytorch: CPU - 64 - ResNet-152pytorch: CPU - 64 - Efficientnet_v2_lwhisper-cpp: ggml-small.en - 2016 State of the Unionopenvino: 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: 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: Face Detection Retail FP16-INT8 - CPUopenvino: Face Detection Retail FP16-INT8 - CPUopenvino: Handwritten English Recognition FP16-INT8 - CPUopenvino: Handwritten English Recognition FP16-INT8 - CPUbuild-ffmpeg: Time To Compilecompress-7zip: Decompression Ratingbuild-linux-kernel: defconfigsvt-av1: Preset 8 - Bosphorus 4Ksvt-av1: Preset 4 - Bosphorus 4Kv-ray: CPUblender: BMW27 - CPU-Onlyblender: Classroom - CPU-Onlyblender: Fishy Cat - CPU-Onlyblender: Pabellon Barcelona - CPU-Onlyblender: Barbershop - CPU-Onlybuild-godot: Time To Compileembree: Pathtracer ISPC - Asian Dragonembree: Pathtracer ISPC - Crownindigobench: CPU - Supercarindigobench: CPU - Bedroomospray: 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_timeTR 3990X System76 ThelioTR 7980X System76 ThelioTR 7980X DIY Build159470.1153.6293.6148.31104.165.009.85391.7120.258.2316.496.782.95579.2067218.021763.3842563.231.141771.6035.941391.0922.911529.1920.854296.887.34514.20124.2519.37736498135.85743.5454.6754887130.4382.5437.5696.76309.06131.35741.333147.901922.16210.2427.261016.8203011.137714.649214.4799151.050262762.7105.8252.9522.6074.067.1753.91744.3958.3521.4746.8118.438.02388.2794684.39378.19114620.800.398018.687.644940.546.354123.707.6113981.454.351815.6035.1211.84654749123.87088.4189.1129112117.3644.3222.6654.51163.3983.902101.679091.173834.74615.70523.512622.865326.878123.670423.9516241.125245683.2105.4253.1823.4175.617.6259.41753.6859.7922.0848.3919.058.23445.3233078.74405.37112465.330.407702.028.094727.166.674215.157.4813253.184.601711.0437.3111.67152923123.41390.4509.2468857418.4747.1523.8057.94166.8879.844103.913893.459334.44615.70423.425722.644626.506222.527522.5832239.319OpenBenchmarking.org

QuantLib

Configuration: Multi-Threaded

OpenBenchmarking.orgMFLOPS, More Is BetterQuantLib 1.32Configuration: Multi-ThreadedTR 3990X System76 ThelioTR 7980X System76 ThelioTR 7980X DIY Build60K120K180K240K300KSE +/- 434.08, N = 3SE +/- 149.27, N = 3SE +/- 97.04, N = 3159470.1262762.7245683.21. (CXX) g++ options: -O3 -march=native -fPIE -pie

OpenRadioss

Model: Bird Strike on Windshield

OpenBenchmarking.orgSeconds, Fewer Is BetterOpenRadioss 2023.09.15Model: Bird Strike on WindshieldTR 3990X System76 ThelioTR 7980X System76 ThelioTR 7980X DIY Build306090120150SE +/- 0.67, N = 3SE +/- 0.27, N = 3SE +/- 0.68, N = 3153.62105.82105.42

OpenRadioss

Model: Rubber O-Ring Seal Installation

OpenBenchmarking.orgSeconds, Fewer Is BetterOpenRadioss 2023.09.15Model: Rubber O-Ring Seal InstallationTR 3990X System76 ThelioTR 7980X System76 ThelioTR 7980X DIY Build20406080100SE +/- 0.07, N = 3SE +/- 0.31, N = 3SE +/- 0.34, N = 393.6152.9553.18

OpenRadioss

Model: Cell Phone Drop Test

OpenBenchmarking.orgSeconds, Fewer Is BetterOpenRadioss 2023.09.15Model: Cell Phone Drop TestTR 3990X System76 ThelioTR 7980X System76 ThelioTR 7980X DIY Build1122334455SE +/- 0.36, N = 3SE +/- 0.17, N = 3SE +/- 0.10, N = 348.3122.6023.41

OpenRadioss

Model: Bumper Beam

OpenBenchmarking.orgSeconds, Fewer Is BetterOpenRadioss 2023.09.15Model: Bumper BeamTR 3990X System76 ThelioTR 7980X System76 ThelioTR 7980X DIY Build20406080100SE +/- 0.27, N = 3SE +/- 0.15, N = 3SE +/- 0.65, N = 3104.1674.0675.61

TensorFlow

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

OpenBenchmarking.orgimages/sec, More Is BetterTensorFlow 2.12Device: CPU - Batch Size: 1 - Model: ResNet-50TR 3990X System76 ThelioTR 7980X System76 ThelioTR 7980X DIY Build246810SE +/- 0.01, N = 3SE +/- 0.06, N = 3SE +/- 0.02, N = 35.007.177.62

TensorFlow

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

OpenBenchmarking.orgimages/sec, More Is BetterTensorFlow 2.12Device: CPU - Batch Size: 16 - Model: ResNet-50TR 3990X System76 ThelioTR 7980X System76 ThelioTR 7980X DIY Build1326395265SE +/- 0.06, N = 3SE +/- 0.08, N = 3SE +/- 0.19, N = 39.8553.9159.41

Numpy Benchmark

OpenBenchmarking.orgScore, More Is BetterNumpy BenchmarkTR 3990X System76 ThelioTR 7980X System76 ThelioTR 7980X DIY Build160320480640800SE +/- 0.25, N = 3SE +/- 2.37, N = 3SE +/- 1.70, N = 3391.71744.39753.68

PyTorch

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

OpenBenchmarking.orgbatches/sec, More Is BetterPyTorch 2.1Device: CPU - Batch Size: 1 - Model: ResNet-50TR 3990X System76 ThelioTR 7980X System76 ThelioTR 7980X DIY Build1326395265SE +/- 0.15, N = 3SE +/- 0.36, N = 3SE +/- 0.17, N = 320.2558.3559.79MIN: 18.92 / MAX: 21.46MIN: 51.96 / MAX: 60.34MIN: 54.43 / MAX: 61.61

PyTorch

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

OpenBenchmarking.orgbatches/sec, More Is BetterPyTorch 2.1Device: CPU - Batch Size: 1 - Model: ResNet-152TR 3990X System76 ThelioTR 7980X System76 ThelioTR 7980X DIY Build510152025SE +/- 0.09, N = 3SE +/- 0.03, N = 3SE +/- 0.12, N = 38.2321.4722.08MIN: 7.92 / MAX: 8.51MIN: 20.85 / MAX: 21.75MIN: 21.34 / MAX: 22.48

PyTorch

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

OpenBenchmarking.orgbatches/sec, More Is BetterPyTorch 2.1Device: CPU - Batch Size: 64 - Model: ResNet-50TR 3990X System76 ThelioTR 7980X System76 ThelioTR 7980X DIY Build1122334455SE +/- 0.20, N = 3SE +/- 0.26, N = 3SE +/- 0.35, N = 316.4946.8148.39MIN: 15.1 / MAX: 17.33MIN: 42.97 / MAX: 48.12MIN: 44.46 / MAX: 50.22

PyTorch

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

OpenBenchmarking.orgbatches/sec, More Is BetterPyTorch 2.1Device: CPU - Batch Size: 64 - Model: ResNet-152TR 3990X System76 ThelioTR 7980X System76 ThelioTR 7980X DIY Build510152025SE +/- 0.09, N = 3SE +/- 0.06, N = 3SE +/- 0.15, N = 36.7818.4319.05MIN: 6.01 / MAX: 7.11MIN: 17.98 / MAX: 18.71MIN: 18.34 / MAX: 19.48

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 3990X System76 ThelioTR 7980X System76 ThelioTR 7980X DIY Build246810SE +/- 0.03, N = 3SE +/- 0.02, N = 3SE +/- 0.02, N = 32.958.028.23MIN: 2.79 / MAX: 3.12MIN: 7.26 / MAX: 8.26MIN: 6.24 / MAX: 8.41

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 3990X System76 ThelioTR 7980X System76 ThelioTR 7980X DIY Build130260390520650SE +/- 6.62, N = 9SE +/- 2.40, N = 3SE +/- 15.22, N = 9579.21388.28445.321. (CXX) g++ options: -O3 -std=c++11 -fPIC -pthread

OpenVINO

Model: Face Detection FP16-INT8 - Device: CPU

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2023.2.devModel: Face Detection FP16-INT8 - Device: CPUTR 3990X System76 ThelioTR 7980X System76 ThelioTR 7980X DIY Build20406080100SE +/- 0.07, N = 3SE +/- 0.42, N = 3SE +/- 0.45, N = 318.0284.3978.741. (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 3990X System76 ThelioTR 7980X System76 ThelioTR 7980X DIY Build400800120016002000SE +/- 6.80, N = 3SE +/- 1.94, N = 3SE +/- 2.22, N = 31763.38378.19405.37MIN: 1658.83 / MAX: 1802.81MIN: 192.64 / MAX: 399.21MIN: 344.27 / MAX: 423.971. (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.orgFPS, More Is BetterOpenVINO 2023.2.devModel: Age Gender Recognition Retail 0013 FP16-INT8 - Device: CPUTR 3990X System76 ThelioTR 7980X System76 ThelioTR 7980X DIY Build20K40K60K80K100KSE +/- 40.80, N = 3SE +/- 463.25, N = 3SE +/- 340.10, N = 342563.23114620.80112465.331. (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 3990X System76 ThelioTR 7980X System76 ThelioTR 7980X DIY Build0.25650.5130.76951.0261.2825SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 31.140.390.40MIN: 0.58 / MAX: 11.74MIN: 0.18 / MAX: 18.11MIN: 0.18 / MAX: 27.231. (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.orgFPS, More Is BetterOpenVINO 2023.2.devModel: Weld Porosity Detection FP16-INT8 - Device: CPUTR 3990X System76 ThelioTR 7980X System76 ThelioTR 7980X DIY Build2K4K6K8K10KSE +/- 2.55, N = 3SE +/- 13.82, N = 3SE +/- 11.71, N = 31771.608018.687702.021. (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 3990X System76 ThelioTR 7980X System76 ThelioTR 7980X DIY Build816243240SE +/- 0.05, N = 3SE +/- 0.02, N = 3SE +/- 0.02, N = 335.947.648.09MIN: 18.09 / MAX: 65.01MIN: 3.42 / MAX: 33.24MIN: 3.7 / MAX: 19.861. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie

OpenVINO

Model: Vehicle Detection FP16-INT8 - Device: CPU

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2023.2.devModel: Vehicle Detection FP16-INT8 - Device: CPUTR 3990X System76 ThelioTR 7980X System76 ThelioTR 7980X DIY Build11002200330044005500SE +/- 4.83, N = 3SE +/- 10.00, N = 3SE +/- 5.51, N = 31391.094940.544727.161. (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 3990X System76 ThelioTR 7980X System76 ThelioTR 7980X DIY Build510152025SE +/- 0.08, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 322.916.356.67MIN: 12.08 / MAX: 49.52MIN: 3.06 / MAX: 33.14MIN: 3.42 / MAX: 321. (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.orgFPS, More Is BetterOpenVINO 2023.2.devModel: Person Vehicle Bike Detection FP16 - Device: CPUTR 3990X System76 ThelioTR 7980X System76 ThelioTR 7980X DIY Build9001800270036004500SE +/- 6.05, N = 3SE +/- 56.98, N = 3SE +/- 6.56, N = 31529.194123.704215.151. (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 3990X System76 ThelioTR 7980X System76 ThelioTR 7980X DIY Build510152025SE +/- 0.08, N = 3SE +/- 0.11, N = 3SE +/- 0.01, N = 320.857.617.48MIN: 11.83 / MAX: 44.86MIN: 3.87 / MAX: 26.8MIN: 4.13 / MAX: 17.571. (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.orgFPS, More Is BetterOpenVINO 2023.2.devModel: Face Detection Retail FP16-INT8 - Device: CPUTR 3990X System76 ThelioTR 7980X System76 ThelioTR 7980X DIY Build3K6K9K12K15KSE +/- 10.47, N = 3SE +/- 19.94, N = 3SE +/- 23.14, N = 34296.8813981.4513253.181. (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 3990X System76 ThelioTR 7980X System76 ThelioTR 7980X DIY Build246810SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 37.344.354.60MIN: 4.14 / MAX: 22.27MIN: 2.11 / MAX: 28.66MIN: 2.13 / MAX: 19.821. (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.orgFPS, More Is BetterOpenVINO 2023.2.devModel: Handwritten English Recognition FP16-INT8 - Device: CPUTR 3990X System76 ThelioTR 7980X System76 ThelioTR 7980X DIY Build400800120016002000SE +/- 1.95, N = 3SE +/- 2.19, N = 3SE +/- 4.52, N = 3514.201815.601711.041. (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 3990X System76 ThelioTR 7980X System76 ThelioTR 7980X DIY Build306090120150SE +/- 0.47, N = 3SE +/- 0.04, N = 3SE +/- 0.10, N = 3124.2535.1237.31MIN: 71.1 / MAX: 148.34MIN: 21.5 / MAX: 58.1MIN: 21.65 / MAX: 56.71. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie

Timed FFmpeg Compilation

Time To Compile

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed FFmpeg Compilation 6.1Time To CompileTR 3990X System76 ThelioTR 7980X System76 ThelioTR 7980X DIY Build510152025SE +/- 0.05, N = 3SE +/- 0.04, N = 4SE +/- 0.03, N = 419.3811.8511.67

7-Zip Compression

Test: Decompression Rating

OpenBenchmarking.orgMIPS, More Is Better7-Zip Compression 22.01Test: Decompression RatingTR 3990X System76 ThelioTR 7980X System76 ThelioTR 7980X DIY Build120K240K360K480K600KSE +/- 687.51, N = 3SE +/- 439.70, N = 3SE +/- 1196.73, N = 33649815474915292311. (CXX) g++ options: -lpthread -ldl -O2 -fPIC

Timed Linux Kernel Compilation

Build: defconfig

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Linux Kernel Compilation 6.1Build: defconfigTR 3990X System76 ThelioTR 7980X System76 ThelioTR 7980X DIY Build816243240SE +/- 0.29, N = 9SE +/- 0.24, N = 5SE +/- 0.23, N = 635.8623.8723.41

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 3990X System76 ThelioTR 7980X System76 ThelioTR 7980X DIY Build20406080100SE +/- 0.07, N = 3SE +/- 0.32, N = 5SE +/- 0.28, N = 543.5588.4290.451. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq

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 3990X System76 ThelioTR 7980X System76 ThelioTR 7980X DIY Build3691215SE +/- 0.020, N = 3SE +/- 0.028, N = 3SE +/- 0.001, N = 34.6759.1129.2461. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq

Chaos Group V-RAY

Mode: CPU

OpenBenchmarking.orgvsamples, More Is BetterChaos Group V-RAY 5.02Mode: CPUTR 3990X System76 ThelioTR 7980X System76 ThelioTR 7980X DIY Build20K40K60K80K100KSE +/- 331.05, N = 15SE +/- 457.35, N = 3SE +/- 667.39, N = 3488719112188574

Blender

Blend File: BMW27 - Compute: CPU-Only

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 4.0Blend File: BMW27 - Compute: CPU-OnlyTR 3990X System76 ThelioTR 7980X System76 ThelioTR 7980X DIY Build714212835SE +/- 0.09, N = 3SE +/- 0.06, N = 3SE +/- 0.03, N = 330.4317.3618.47

Blender

Blend File: Classroom - Compute: CPU-Only

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 4.0Blend File: Classroom - Compute: CPU-OnlyTR 3990X System76 ThelioTR 7980X System76 ThelioTR 7980X DIY Build20406080100SE +/- 0.56, N = 3SE +/- 0.04, N = 3SE +/- 0.15, N = 382.5444.3247.15

Blender

Blend File: Fishy Cat - Compute: CPU-Only

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 4.0Blend File: Fishy Cat - Compute: CPU-OnlyTR 3990X System76 ThelioTR 7980X System76 ThelioTR 7980X DIY Build918273645SE +/- 0.10, N = 3SE +/- 0.11, N = 3SE +/- 0.09, N = 337.5622.6623.80

Blender

Blend File: Pabellon Barcelona - Compute: CPU-Only

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 4.0Blend File: Pabellon Barcelona - Compute: CPU-OnlyTR 3990X System76 ThelioTR 7980X System76 ThelioTR 7980X DIY Build20406080100SE +/- 0.24, N = 3SE +/- 0.11, N = 3SE +/- 0.15, N = 396.7654.5157.94

Blender

Blend File: Barbershop - Compute: CPU-Only

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 4.0Blend File: Barbershop - Compute: CPU-OnlyTR 3990X System76 ThelioTR 7980X System76 ThelioTR 7980X DIY Build70140210280350SE +/- 1.16, N = 3SE +/- 0.16, N = 3SE +/- 0.09, N = 3309.06163.39166.88

Timed Godot Game Engine Compilation

Time To Compile

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Godot Game Engine Compilation 4.0Time To CompileTR 3990X System76 ThelioTR 7980X System76 ThelioTR 7980X DIY Build306090120150SE +/- 0.30, N = 3SE +/- 0.19, N = 3SE +/- 0.14, N = 3131.3683.9079.84

Embree

Binary: Pathtracer ISPC - Model: Asian Dragon

OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 4.3Binary: Pathtracer ISPC - Model: Asian DragonTR 3990X System76 ThelioTR 7980X System76 ThelioTR 7980X DIY Build20406080100SE +/- 0.04, N = 3SE +/- 0.11, N = 6SE +/- 0.08, N = 641.33101.68103.91MIN: 40.86 / MAX: 42.73MIN: 100.46 / MAX: 103.37MIN: 102.79 / MAX: 105.67

Embree

Binary: Pathtracer ISPC - Model: Crown

OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 4.3Binary: Pathtracer ISPC - Model: CrownTR 3990X System76 ThelioTR 7980X System76 ThelioTR 7980X DIY Build20406080100SE +/- 0.10, N = 4SE +/- 0.17, N = 5SE +/- 0.17, N = 647.9091.1793.46MIN: 47.07 / MAX: 49.79MIN: 89.49 / MAX: 94.29MIN: 91.73 / MAX: 95.85

IndigoBench

Acceleration: CPU - Scene: Supercar

OpenBenchmarking.orgM samples/s, More Is BetterIndigoBench 4.4Acceleration: CPU - Scene: SupercarTR 3990X System76 ThelioTR 7980X System76 ThelioTR 7980X DIY Build816243240SE +/- 0.07, N = 3SE +/- 0.39, N = 4SE +/- 0.02, N = 322.1634.7534.45

IndigoBench

Acceleration: CPU - Scene: Bedroom

OpenBenchmarking.orgM samples/s, More Is BetterIndigoBench 4.4Acceleration: CPU - Scene: BedroomTR 3990X System76 ThelioTR 7980X System76 ThelioTR 7980X DIY Build48121620SE +/- 0.00, N = 3SE +/- 0.12, N = 3SE +/- 0.03, N = 310.2415.7115.70

OSPRay

Benchmark: gravity_spheres_volume/dim_512/ao/real_time

OpenBenchmarking.orgItems Per Second, More Is BetterOSPRay 2.12Benchmark: gravity_spheres_volume/dim_512/ao/real_timeTR 3990X System76 ThelioTR 7980X System76 ThelioTR 7980X DIY Build612182430SE +/- 0.00671, N = 3SE +/- 0.02902, N = 3SE +/- 0.00283, N = 37.2610123.5126023.42570

OSPRay

Benchmark: gravity_spheres_volume/dim_512/scivis/real_time

OpenBenchmarking.orgItems Per Second, More Is BetterOSPRay 2.12Benchmark: gravity_spheres_volume/dim_512/scivis/real_timeTR 3990X System76 ThelioTR 7980X System76 ThelioTR 7980X DIY Build510152025SE +/- 0.00213, N = 3SE +/- 0.04611, N = 3SE +/- 0.03326, N = 36.8203022.8653022.64460

OSPRay

Benchmark: gravity_spheres_volume/dim_512/pathtracer/real_time

OpenBenchmarking.orgItems Per Second, More Is BetterOSPRay 2.12Benchmark: gravity_spheres_volume/dim_512/pathtracer/real_timeTR 3990X System76 ThelioTR 7980X System76 ThelioTR 7980X DIY Build612182430SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.03, N = 311.1426.8826.51

OSPRay

Benchmark: particle_volume/ao/real_time

OpenBenchmarking.orgItems Per Second, More Is BetterOSPRay 2.12Benchmark: particle_volume/ao/real_timeTR 3990X System76 ThelioTR 7980X System76 ThelioTR 7980X DIY Build612182430SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.03, N = 314.6523.6722.53

OSPRay

Benchmark: particle_volume/scivis/real_time

OpenBenchmarking.orgItems Per Second, More Is BetterOSPRay 2.12Benchmark: particle_volume/scivis/real_timeTR 3990X System76 ThelioTR 7980X System76 ThelioTR 7980X DIY Build612182430SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 314.4823.9522.58

OSPRay

Benchmark: particle_volume/pathtracer/real_time

OpenBenchmarking.orgItems Per Second, More Is BetterOSPRay 2.12Benchmark: particle_volume/pathtracer/real_timeTR 3990X System76 ThelioTR 7980X System76 ThelioTR 7980X DIY Build50100150200250SE +/- 0.24, N = 3SE +/- 0.02, N = 3SE +/- 0.48, N = 3151.05241.13239.32

OpenVINO

CPU Peak Freq (Highest CPU Core Frequency) Monitor

MinAvgMaxTR 3990X System76 Thelio290032394266TR 7980X System76 Thelio40038665145TR 7980X DIY Build54536295194OpenBenchmarking.orgMegahertz, More Is BetterOpenVINO 2023.2.devCPU Peak Freq (Highest CPU Core Frequency) Monitor13002600390052006500

OpenVINO

CPU Power Consumption Monitor

MinAvgMaxTR 3990X System76 Thelio51.6263.9293.5TR 7980X System76 Thelio59.5325.7358.0TR 7980X DIY Build77.9326.5364.7OpenBenchmarking.orgWatts, Fewer Is BetterOpenVINO 2023.2.devCPU Power Consumption Monitor100200300400500

OpenVINO

CPU Temperature Monitor

MinAvgMaxTR 3990X System76 Thelio42.366.272.3TR 7980X System76 Thelio37.165.272.9TR 7980X DIY Build37.363.476.5OpenBenchmarking.orgCelsius, Fewer Is BetterOpenVINO 2023.2.devCPU Temperature Monitor20406080100

OpenVINO

CPU Peak Freq (Highest CPU Core Frequency) Monitor

MinAvgMaxTR 3990X System76 Thelio290032043595TR 7980X System76 Thelio40039274918TR 7980X DIY Build54538275018OpenBenchmarking.orgMegahertz, More Is BetterOpenVINO 2023.2.devCPU Peak Freq (Highest CPU Core Frequency) Monitor13002600390052006500

OpenVINO

CPU Power Consumption Monitor

MinAvgMaxTR 3990X System76 Thelio53.4272.4290.0TR 7980X System76 Thelio61.6329.1353.9TR 7980X DIY Build41.4330.4358.4OpenBenchmarking.orgWatts, Fewer Is BetterOpenVINO 2023.2.devCPU Power Consumption Monitor100200300400500

OpenVINO

CPU Temperature Monitor

MinAvgMaxTR 3990X System76 Thelio47.067.371.0TR 7980X System76 Thelio50.170.374.8TR 7980X DIY Build47.466.870.5OpenBenchmarking.orgCelsius, Fewer Is BetterOpenVINO 2023.2.devCPU Temperature Monitor20406080100

OpenVINO

CPU Peak Freq (Highest CPU Core Frequency) Monitor

MinAvgMaxTR 3990X System76 Thelio290031824167TR 7980X System76 Thelio40037884588TR 7980X DIY Build54535914456OpenBenchmarking.orgMegahertz, More Is BetterOpenVINO 2023.2.devCPU Peak Freq (Highest CPU Core Frequency) Monitor12002400360048006000

OpenVINO

CPU Power Consumption Monitor

MinAvgMaxTR 3990X System76 Thelio55.1270.5294.0TR 7980X System76 Thelio61.1330.8356.7TR 7980X DIY Build81.6333.4364.3OpenBenchmarking.orgWatts, Fewer Is BetterOpenVINO 2023.2.devCPU Power Consumption Monitor100200300400500

OpenVINO

CPU Temperature Monitor

MinAvgMaxTR 3990X System76 Thelio49.869.171.8TR 7980X System76 Thelio47.970.576.1TR 7980X DIY Build48.367.371.0OpenBenchmarking.orgCelsius, Fewer Is BetterOpenVINO 2023.2.devCPU Temperature Monitor20406080100

OpenVINO

CPU Peak Freq (Highest CPU Core Frequency) Monitor

MinAvgMaxTR 3990X System76 Thelio289930324143TR 7980X System76 Thelio148737354202TR 7980X DIY Build54535375065OpenBenchmarking.orgMegahertz, More Is BetterOpenVINO 2023.2.devCPU Peak Freq (Highest CPU Core Frequency) Monitor13002600390052006500

OpenVINO

CPU Power Consumption Monitor

MinAvgMaxTR 3990X System76 Thelio53.3271.5290.9TR 7980X System76 Thelio61.7328.7356.7TR 7980X DIY Build83.1332.2364.3OpenBenchmarking.orgWatts, Fewer Is BetterOpenVINO 2023.2.devCPU Power Consumption Monitor100200300400500

OpenVINO

CPU Temperature Monitor

MinAvgMaxTR 3990X System76 Thelio48.568.972.0TR 7980X System76 Thelio51.571.275.1TR 7980X DIY Build49.166.769.6OpenBenchmarking.orgCelsius, Fewer Is BetterOpenVINO 2023.2.devCPU Temperature Monitor20406080100

OpenVINO

CPU Peak Freq (Highest CPU Core Frequency) Monitor

MinAvgMaxTR 3990X System76 Thelio222123764150TR 7980X System76 Thelio40037475029TR 7980X DIY Build143236104876OpenBenchmarking.orgMegahertz, More Is BetterOpenVINO 2023.2.devCPU Peak Freq (Highest CPU Core Frequency) Monitor13002600390052006500

OpenVINO

CPU Power Consumption Monitor

MinAvgMaxTR 3990X System76 Thelio54.2242.8263.7TR 7980X System76 Thelio62.1328.9355.4TR 7980X DIY Build82.7330.3364.4OpenBenchmarking.orgWatts, Fewer Is BetterOpenVINO 2023.2.devCPU Power Consumption Monitor100200300400500

OpenVINO

CPU Temperature Monitor

MinAvgMaxTR 3990X System76 Thelio49.064.169.0TR 7980X System76 Thelio51.971.677.5TR 7980X DIY Build48.667.071.9OpenBenchmarking.orgCelsius, Fewer Is BetterOpenVINO 2023.2.devCPU Temperature Monitor20406080100

OpenVINO

CPU Peak Freq (Highest CPU Core Frequency) Monitor

MinAvgMaxTR 3990X System76 Thelio290030224080TR 7980X System76 Thelio40037215172TR 7980X DIY Build54535545044OpenBenchmarking.orgMegahertz, More Is BetterOpenVINO 2023.2.devCPU Peak Freq (Highest CPU Core Frequency) Monitor13002600390052006500

OpenVINO

CPU Power Consumption Monitor

MinAvgMaxTR 3990X System76 Thelio54.5270.8291.2TR 7980X System76 Thelio62.0329.8354.9TR 7980X DIY Build81.9327.9365.4OpenBenchmarking.orgWatts, Fewer Is BetterOpenVINO 2023.2.devCPU Power Consumption Monitor100200300400500

OpenVINO

CPU Temperature Monitor

MinAvgMaxTR 3990X System76 Thelio50.069.772.8TR 7980X System76 Thelio52.872.776.6TR 7980X DIY Build49.167.171.0OpenBenchmarking.orgCelsius, Fewer Is BetterOpenVINO 2023.2.devCPU Temperature Monitor20406080100

OpenVINO

CPU Peak Freq (Highest CPU Core Frequency) Monitor

MinAvgMaxTR 3990X System76 Thelio259526894091TR 7980X System76 Thelio40037435218TR 7980X DIY Build54535104194OpenBenchmarking.orgMegahertz, More Is BetterOpenVINO 2023.2.devCPU Peak Freq (Highest CPU Core Frequency) Monitor13002600390052006500

OpenVINO

CPU Power Consumption Monitor

MinAvgMaxTR 3990X System76 Thelio54.4272.3293.2TR 7980X System76 Thelio62.0330.4358.8TR 7980X DIY Build80.9333.0365.7OpenBenchmarking.orgWatts, Fewer Is BetterOpenVINO 2023.2.devCPU Power Consumption Monitor100200300400500

OpenVINO

CPU Temperature Monitor

MinAvgMaxTR 3990X System76 Thelio49.868.071.3TR 7980X System76 Thelio52.473.277.5TR 7980X DIY Build48.368.171.9OpenBenchmarking.orgCelsius, Fewer Is BetterOpenVINO 2023.2.devCPU Temperature Monitor20406080100

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 3990X System76 ThelioTR 7980X System76 ThelioTR 7980X DIY Build0.00950.0190.02850.0380.04750.0370.0420.040

TensorFlow

CPU Peak Freq (Highest CPU Core Frequency) Monitor

MinAvgMaxTR 3990X System76 Thelio219628584278TR 7980X System76 Thelio40043125254TR 7980X DIY Build54541285291OpenBenchmarking.orgMegahertz, More Is BetterTensorFlow 2.12CPU Peak Freq (Highest CPU Core Frequency) Monitor13002600390052006500

TensorFlow

CPU Power Consumption Monitor

MinAvgMaxTR 3990X System76 Thelio54.4136.7188.3TR 7980X System76 Thelio61.5171.1217.1TR 7980X DIY Build81.9192.9240.3OpenBenchmarking.orgWatts, Fewer Is BetterTensorFlow 2.12CPU Power Consumption Monitor60120180240300

TensorFlow

CPU Temperature Monitor

MinAvgMaxTR 3990X System76 Thelio49.554.158.0TR 7980X System76 Thelio51.556.861.6TR 7980X DIY Build46.453.157.4OpenBenchmarking.orgCelsius, Fewer Is BetterTensorFlow 2.12CPU Temperature Monitor20406080100

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 3990X System76 ThelioTR 7980X System76 ThelioTR 7980X DIY Build0.04520.09040.13560.18080.2260.0490.1910.201

TensorFlow

CPU Peak Freq (Highest CPU Core Frequency) Monitor

MinAvgMaxTR 3990X System76 Thelio219633744209TR 7980X System76 Thelio151544615228TR 7980X DIY Build54543395217OpenBenchmarking.orgMegahertz, More Is BetterTensorFlow 2.12CPU Peak Freq (Highest CPU Core Frequency) Monitor13002600390052006500

TensorFlow

CPU Power Consumption Monitor

MinAvgMaxTR 3990X System76 Thelio53.6200.8243.1TR 7980X System76 Thelio60.9281.9335.9TR 7980X DIY Build80.7295.8348.4OpenBenchmarking.orgWatts, Fewer Is BetterTensorFlow 2.12CPU Power Consumption Monitor100200300400500

TensorFlow

CPU Temperature Monitor

MinAvgMaxTR 3990X System76 Thelio49.060.172.0TR 7980X System76 Thelio48.864.671.0TR 7980X DIY Build43.359.166.0OpenBenchmarking.orgCelsius, Fewer Is BetterTensorFlow 2.12CPU Temperature Monitor20406080100

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 3990X System76 ThelioTR 7980X System76 ThelioTR 7980X DIY Build0.05420.10840.16260.21680.2710.0800.2410.232

PyTorch

CPU Peak Freq (Highest CPU Core Frequency) Monitor

MinAvgMaxTR 3990X System76 Thelio290039054269TR 7980X System76 Thelio40043555202TR 7980X DIY Build54541885217OpenBenchmarking.orgMegahertz, More Is BetterPyTorch 2.1CPU Peak Freq (Highest CPU Core Frequency) Monitor13002600390052006500

PyTorch

CPU Power Consumption Monitor

MinAvgMaxTR 3990X System76 Thelio31.0253.6282.3TR 7980X System76 Thelio62.3241.7301.6TR 7980X DIY Build81.8257.9323.1OpenBenchmarking.orgWatts, Fewer Is BetterPyTorch 2.1CPU Power Consumption Monitor80160240320400

PyTorch

CPU Temperature Monitor

MinAvgMaxTR 3990X System76 Thelio46.362.870.0TR 7980X System76 Thelio53.362.465.8TR 7980X DIY Build48.358.580.6OpenBenchmarking.orgCelsius, Fewer Is BetterPyTorch 2.1CPU Temperature Monitor20406080100

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 3990X System76 ThelioTR 7980X System76 ThelioTR 7980X DIY Build0.01760.03520.05280.07040.0880.0300.0780.074

PyTorch

CPU Peak Freq (Highest CPU Core Frequency) Monitor

MinAvgMaxTR 3990X System76 Thelio290039184211TR 7980X System76 Thelio40045395252TR 7980X DIY Build54545565167OpenBenchmarking.orgMegahertz, More Is BetterPyTorch 2.1CPU Peak Freq (Highest CPU Core Frequency) Monitor13002600390052006500

PyTorch

CPU Power Consumption Monitor

MinAvgMaxTR 3990X System76 Thelio54.5272.1287.1TR 7980X System76 Thelio62.3274.0311.9TR 7980X DIY Build75.2297.6336.4OpenBenchmarking.orgWatts, Fewer Is BetterPyTorch 2.1CPU Power Consumption Monitor80160240320400

PyTorch

CPU Temperature Monitor

MinAvgMaxTR 3990X System76 Thelio48.864.772.8TR 7980X System76 Thelio51.964.869.1TR 7980X DIY Build46.461.081.5OpenBenchmarking.orgCelsius, Fewer Is BetterPyTorch 2.1CPU Temperature Monitor20406080100

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 3990X System76 ThelioTR 7980X System76 ThelioTR 7980X DIY Build0.03710.07420.11130.14840.18550.0610.1650.159

PyTorch

CPU Peak Freq (Highest CPU Core Frequency) Monitor

MinAvgMaxTR 3990X System76 Thelio290039054211TR 7980X System76 Thelio40045555112TR 7980X DIY Build54544785218OpenBenchmarking.orgMegahertz, More Is BetterPyTorch 2.1CPU Peak Freq (Highest CPU Core Frequency) Monitor13002600390052006500

PyTorch

CPU Power Consumption Monitor

MinAvgMaxTR 3990X System76 Thelio54.5271.9290.6TR 7980X System76 Thelio62.5282.9339.5TR 7980X DIY Build42.5303.6357.0OpenBenchmarking.orgWatts, Fewer Is BetterPyTorch 2.1CPU Power Consumption Monitor100200300400500

PyTorch

CPU Temperature Monitor

MinAvgMaxTR 3990X System76 Thelio49.064.869.3TR 7980X System76 Thelio53.666.483.6TR 7980X DIY Build47.461.666.5OpenBenchmarking.orgCelsius, Fewer Is BetterPyTorch 2.1CPU Temperature Monitor20406080100

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 3990X System76 ThelioTR 7980X System76 ThelioTR 7980X DIY Build0.01330.02660.03990.05320.06650.0240.0590.058

PyTorch

CPU Peak Freq (Highest CPU Core Frequency) Monitor

MinAvgMaxTR 3990X System76 Thelio290038964187TR 7980X System76 Thelio40046905134TR 7980X DIY Build54546435272OpenBenchmarking.orgMegahertz, More Is BetterPyTorch 2.1CPU Peak Freq (Highest CPU Core Frequency) Monitor13002600390052006500

PyTorch

CPU Power Consumption Monitor

MinAvgMaxTR 3990X System76 Thelio54.6279.8290.3TR 7980X System76 Thelio31.9312.7349.8TR 7980X DIY Build80.7325.8360.8OpenBenchmarking.orgWatts, Fewer Is BetterPyTorch 2.1CPU Power Consumption Monitor100200300400500

PyTorch

CPU Temperature Monitor

MinAvgMaxTR 3990X System76 Thelio48.865.669.8TR 7980X System76 Thelio53.669.684.5TR 7980X DIY Build47.864.868.4OpenBenchmarking.orgCelsius, Fewer Is BetterPyTorch 2.1CPU Temperature Monitor20406080100

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 3990X System76 ThelioTR 7980X System76 ThelioTR 7980X DIY Build0.00610.01220.01830.02440.03050.0110.0270.026

PyTorch

CPU Peak Freq (Highest CPU Core Frequency) Monitor

OpenBenchmarking.orgMegahertz, More Is BetterPyTorch 2.1CPU Peak Freq (Highest CPU Core Frequency) MonitorTR 3990X System76 ThelioTR 7980X System76 ThelioTR 7980X DIY Build9001800270036004500Min: 2900 / Avg: 3919.56 / Max: 4192Min: 1490 / Avg: 4750.09 / Max: 5118Min: 1475 / Avg: 4743.25 / Max: 5193

PyTorch

CPU Power Consumption Monitor

OpenBenchmarking.orgWatts, Fewer Is BetterPyTorch 2.1CPU Power Consumption MonitorTR 3990X System76 ThelioTR 7980X System76 ThelioTR 7980X DIY Build60120180240300Min: 53.87 / Avg: 269.86 / Max: 277.68Min: 62.73 / Avg: 295.73 / Max: 316.1Min: 82.41 / Avg: 315.29 / Max: 336.02

PyTorch

CPU Temperature Monitor

OpenBenchmarking.orgCelsius, Fewer Is BetterPyTorch 2.1CPU Temperature MonitorTR 3990X System76 ThelioTR 7980X System76 ThelioTR 7980X DIY Build1428425670Min: 48.75 / Avg: 65.21 / Max: 69.75Min: 54.13 / Avg: 67.95 / Max: 72.13Min: 49.13 / Avg: 64.35 / Max: 67.38

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 3990X System76 ThelioTR 7980X System76 ThelioTR 7980X DIY Build9001800270036004500Min: 2900 / Avg: 3682.86 / Max: 4236Min: 1343 / Avg: 4441.39 / Max: 4885Min: 545 / Avg: 4516.14 / Max: 5155

Whisper.cpp

CPU Power Consumption Monitor

OpenBenchmarking.orgWatts, Fewer Is BetterWhisper.cpp 1.4CPU Power Consumption MonitorTR 3990X System76 ThelioTR 7980X System76 ThelioTR 7980X DIY Build60120180240300Min: 53.52 / Avg: 282.31 / Max: 292.42Min: 62.45 / Avg: 346.29 / Max: 354.31Min: 81.2 / Avg: 332.34 / Max: 358.68

Whisper.cpp

CPU Temperature Monitor

OpenBenchmarking.orgCelsius, Fewer Is BetterWhisper.cpp 1.4CPU Temperature MonitorTR 3990X System76 ThelioTR 7980X System76 ThelioTR 7980X DIY Build1530456075Min: 48.75 / Avg: 67.13 / Max: 71.75Min: 52.75 / Avg: 73.7 / Max: 79.38Min: 48.25 / Avg: 68.54 / Max: 75.13

Numpy Benchmark

OpenBenchmarking.orgScore Per Watt, More Is BetterNumpy BenchmarkTR 3990X System76 ThelioTR 7980X System76 ThelioTR 7980X DIY Build2468103.4596.5225.265

Numpy Benchmark

CPU Peak Freq (Highest CPU Core Frequency) Monitor

MinAvgMaxTR 3990X System76 Thelio220041734261TR 7980X System76 Thelio40050515342TR 7980X DIY Build54550315416OpenBenchmarking.orgMegahertz, More Is BetterNumpy BenchmarkCPU Peak Freq (Highest CPU Core Frequency) Monitor14002800420056007000

Numpy Benchmark

CPU Power Consumption Monitor

MinAvgMaxTR 3990X System76 Thelio53.7113.2119.8TR 7980X System76 Thelio56.3114.1126.6TR 7980X DIY Build73.4143.1158.2OpenBenchmarking.orgWatts, Fewer Is BetterNumpy BenchmarkCPU Power Consumption Monitor4080120160200

Numpy Benchmark

CPU Temperature Monitor

MinAvgMaxTR 3990X System76 Thelio47.350.753.3TR 7980X System76 Thelio38.542.848.3TR 7980X DIY Build39.643.546.9OpenBenchmarking.orgCelsius, Fewer Is BetterNumpy BenchmarkCPU Temperature Monitor1530456075

Timed Linux Kernel Compilation

CPU Peak Freq (Highest CPU Core Frequency) Monitor

MinAvgMaxTR 3990X System76 Thelio287035304269TR 7980X System76 Thelio40044415342TR 7980X DIY Build54542825617OpenBenchmarking.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 3990X System76 Thelio52.5194.3289.5TR 7980X System76 Thelio59.5216.1354.9TR 7980X DIY Build41.8232.9352.8OpenBenchmarking.orgWatts, Fewer Is BetterTimed Linux Kernel Compilation 6.1CPU Power Consumption Monitor100200300400500

Timed Linux Kernel Compilation

CPU Temperature Monitor

MinAvgMaxTR 3990X System76 Thelio46.058.776.5TR 7980X System76 Thelio38.555.170.8TR 7980X DIY Build38.355.084.6OpenBenchmarking.orgCelsius, Fewer Is BetterTimed Linux Kernel Compilation 6.1CPU Temperature Monitor20406080100

Timed Godot Game Engine Compilation

CPU Peak Freq (Highest CPU Core Frequency) Monitor

MinAvgMaxTR 3990X System76 Thelio286835634235TR 7980X System76 Thelio40045605342TR 7980X DIY Build54543575292OpenBenchmarking.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 3990X System76 Thelio54.4212.1293.4TR 7980X System76 Thelio60.6243.3359.1TR 7980X DIY Build53.4256.3359.8OpenBenchmarking.orgWatts, Fewer Is BetterTimed Godot Game Engine Compilation 4.0CPU Power Consumption Monitor100200300400500

Timed Godot Game Engine Compilation

CPU Temperature Monitor

MinAvgMaxTR 3990X System76 Thelio47.563.279.3TR 7980X System76 Thelio45.662.384.6TR 7980X DIY Build43.360.385.1OpenBenchmarking.orgCelsius, Fewer Is BetterTimed Godot Game Engine Compilation 4.0CPU Temperature Monitor20406080100

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

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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

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

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

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

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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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

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OSPRay

CPU Temperature Monitor

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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

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OSPRay

CPU Temperature Monitor

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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

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OSPRay

CPU Temperature Monitor

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OSPRay

Benchmark: particle_volume/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

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OSPRay

CPU Temperature Monitor

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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

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OSPRay

CPU Temperature Monitor

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OSPRay

Benchmark: particle_volume/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

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OSPRay

CPU Temperature Monitor

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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

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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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

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Chaos Group V-RAY

CPU Temperature Monitor

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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

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IndigoBench

CPU Temperature Monitor

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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

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IndigoBench

CPU Temperature Monitor

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7-Zip Compression

Test: Decompression Rating

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7-Zip Compression

CPU Peak Freq (Highest CPU Core Frequency) Monitor

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7-Zip Compression

CPU Power Consumption Monitor

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7-Zip Compression

CPU Temperature Monitor

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OpenRadioss

CPU Peak Freq (Highest CPU Core Frequency) Monitor

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OpenRadioss

CPU Power Consumption Monitor

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OpenRadioss

CPU Temperature Monitor

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OpenRadioss

CPU Peak Freq (Highest CPU Core Frequency) Monitor

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OpenRadioss

CPU Power Consumption Monitor

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OpenRadioss

CPU Temperature Monitor

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OpenRadioss

CPU Peak Freq (Highest CPU Core Frequency) Monitor

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OpenRadioss

CPU Power Consumption Monitor

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OpenRadioss

CPU Temperature Monitor

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OpenRadioss

CPU Peak Freq (Highest CPU Core Frequency) Monitor

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OpenRadioss

CPU Power Consumption Monitor

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OpenRadioss

CPU Temperature Monitor

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QuantLib

Configuration: Multi-Threaded

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QuantLib

CPU Peak Freq (Highest CPU Core Frequency) Monitor

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QuantLib

CPU Power Consumption Monitor

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QuantLib

CPU Temperature Monitor

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SVT-AV1

Encoder Mode: Preset 8 - Input: Bosphorus 4K

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SVT-AV1

CPU Peak Freq (Highest CPU Core Frequency) Monitor

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SVT-AV1

CPU Power Consumption Monitor

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SVT-AV1

CPU Temperature Monitor

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SVT-AV1

Encoder Mode: Preset 4 - Input: Bosphorus 4K

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SVT-AV1

CPU Peak Freq (Highest CPU Core Frequency) Monitor

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SVT-AV1

CPU Power Consumption Monitor

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SVT-AV1

CPU Temperature Monitor

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CPU Peak Freq (Highest CPU Core Frequency) Monitor

Phoronix Test Suite System Monitoring

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CPU Power Consumption Monitor

Phoronix Test Suite System Monitoring

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CPU Temperature Monitor

Phoronix Test Suite System Monitoring

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OpenVINO

GPU Temperature Monitor

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OpenVINO

Drive Temperature (nvme0n1) Monitor

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OpenVINO

GPU Temperature Monitor

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OpenVINO

Drive Temperature (nvme0n1) Monitor

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OpenVINO

GPU Temperature Monitor

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OpenVINO

Drive Temperature (nvme0n1) Monitor

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OpenVINO

GPU Temperature Monitor

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OpenVINO

Drive Temperature (nvme0n1) Monitor

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OpenVINO

GPU Temperature Monitor

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OpenVINO

Drive Temperature (nvme0n1) Monitor

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OpenVINO

GPU Temperature Monitor

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OpenVINO

Drive Temperature (nvme0n1) Monitor

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OpenVINO

GPU Temperature Monitor

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OpenVINO

Drive Temperature (nvme0n1) Monitor

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TensorFlow

GPU Temperature Monitor

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TensorFlow

Drive Temperature (nvme0n1) Monitor

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TensorFlow

GPU Temperature Monitor

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TensorFlow

Drive Temperature (nvme0n1) Monitor

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PyTorch

GPU Temperature Monitor

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PyTorch

Drive Temperature (nvme0n1) Monitor

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PyTorch

GPU Temperature Monitor

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PyTorch

Drive Temperature (nvme0n1) Monitor

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PyTorch

GPU Temperature Monitor

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PyTorch

Drive Temperature (nvme0n1) Monitor

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PyTorch

GPU Temperature Monitor

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PyTorch

Drive Temperature (nvme0n1) Monitor

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PyTorch

GPU Temperature Monitor

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PyTorch

Drive Temperature (nvme0n1) Monitor

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Whisper.cpp

GPU Temperature Monitor

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Whisper.cpp

Drive Temperature (nvme0n1) Monitor

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Numpy Benchmark

GPU Temperature Monitor

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Numpy Benchmark

Drive Temperature (nvme0n1) Monitor

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Timed Linux Kernel Compilation

GPU Temperature Monitor

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Timed Linux Kernel Compilation

Drive Temperature (nvme0n1) Monitor

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Timed Godot Game Engine Compilation

GPU Temperature Monitor

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Timed Godot Game Engine Compilation

Drive Temperature (nvme0n1) Monitor

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Timed FFmpeg Compilation

GPU Temperature Monitor

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Timed FFmpeg Compilation

Drive Temperature (nvme0n1) Monitor

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Blender

GPU Temperature Monitor

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Blender

Drive Temperature (nvme0n1) Monitor

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Blender

GPU Temperature Monitor

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Blender

Drive Temperature (nvme0n1) Monitor

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Blender

GPU Temperature Monitor

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Blender

Drive Temperature (nvme0n1) Monitor

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Blender

GPU Temperature Monitor

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Blender

Drive Temperature (nvme0n1) Monitor

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Blender

GPU Temperature Monitor

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Blender

Drive Temperature (nvme0n1) Monitor

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OSPRay

GPU Temperature Monitor

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OSPRay

Drive Temperature (nvme0n1) Monitor

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OSPRay

GPU Temperature Monitor

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OSPRay

Drive Temperature (nvme0n1) Monitor

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OSPRay

GPU Temperature Monitor

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OSPRay

Drive Temperature (nvme0n1) Monitor

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OSPRay

GPU Temperature Monitor

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OSPRay

Drive Temperature (nvme0n1) Monitor

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OSPRay

GPU Temperature Monitor

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OSPRay

Drive Temperature (nvme0n1) Monitor

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OSPRay

GPU Temperature Monitor

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OSPRay

Drive Temperature (nvme0n1) Monitor

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Embree

GPU Temperature Monitor

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Embree

Drive Temperature (nvme0n1) Monitor

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Embree

GPU Temperature Monitor

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Embree

Drive Temperature (nvme0n1) Monitor

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Chaos Group V-RAY

GPU Temperature Monitor

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Chaos Group V-RAY

Drive Temperature (nvme0n1) Monitor

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IndigoBench

GPU Temperature Monitor

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IndigoBench

Drive Temperature (nvme0n1) Monitor

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IndigoBench

GPU Temperature Monitor

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IndigoBench

Drive Temperature (nvme0n1) Monitor

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7-Zip Compression

GPU Temperature Monitor

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7-Zip Compression

Drive Temperature (nvme0n1) Monitor

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OpenRadioss

GPU Temperature Monitor

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OpenRadioss

Drive Temperature (nvme0n1) Monitor

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OpenRadioss

GPU Temperature Monitor

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OpenRadioss

Drive Temperature (nvme0n1) Monitor

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OpenRadioss

GPU Temperature Monitor

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OpenRadioss

Drive Temperature (nvme0n1) Monitor

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OpenRadioss

GPU Temperature Monitor

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OpenRadioss

Drive Temperature (nvme0n1) Monitor

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QuantLib

GPU Temperature Monitor

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QuantLib

Drive Temperature (nvme0n1) Monitor

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SVT-AV1

GPU Temperature Monitor

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SVT-AV1

Drive Temperature (nvme0n1) Monitor

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SVT-AV1

GPU Temperature Monitor

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SVT-AV1

Drive Temperature (nvme0n1) Monitor

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GPU Temperature Monitor

Phoronix Test Suite System Monitoring

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Drive Temperature (nvme0n1) Monitor

Phoronix Test Suite System Monitoring

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Phoronix Test Suite v10.8.5