System76 Thelio Major With Threadripper 7980X

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

Compare your own system(s) to this result file with the Phoronix Test Suite by running the command: phoronix-test-suite benchmark 2401178-NE-SYSTEM76T84
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TR 3990X System76 Thelio
January 13
  5 Hours, 46 Minutes
TR 7980X System76 Thelio
January 16
  2 Hours, 56 Minutes
TR 7980X DIY Build
January 12
  3 Hours, 42 Minutes
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  4 Hours, 8 Minutes

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System76 Thelio Major With Threadripper 7980XProcessorMotherboardChipsetMemoryDiskGraphicsAudioMonitorNetworkOSKernelDesktopDisplay ServerOpenGLVulkanCompilerFile-SystemScreen ResolutionTR 7980X DIY BuildTR 3990X System76 ThelioTR 7980X 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 AX200AMD 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/AX411OpenBenchmarking.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: 0x830107a- TR 7980X System76 Thelio: Scaling Governor: amd-pstate-epp powersave (EPP: balance_performance) - CPU Microcode: 0xa108105Python 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 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 BuildTR 3990X System76 ThelioTR 7980X System76 ThelioResult OverviewPhoronix Test Suite100%159%218%277%336%OpenVINOTensorFlowPyTorchEmbreeOSPRaySVT-AV1Numpy BenchmarkChaos Group V-RAYBlenderOpenRadiossTimed FFmpeg CompilationQuantLibTimed Godot Game Engine CompilationIndigoBenchTimed Linux Kernel Compilation7-Zip CompressionWhisper.cpp

TR 7980X DIY BuildTR 3990X System76 ThelioTR 7980X System76 ThelioPer Watt Result OverviewPhoronix Test Suite100%141%182%223%264%PyTorchEmbreeSVT-AV1TensorFlowOSPRayNumpy BenchmarkChaos Group V-RAYQuantLib7-Zip CompressionIndigoBenchP.W.G.MP.W.G.MP.W.G.MP.W.G.MP.W.G.MP.W.G.MP.W.G.MP.W.G.MP.W.G.MP.W.G.M

System76 Thelio Major With Threadripper 7980Xwhisper-cpp: ggml-small.en - 2016 State of the Unionpytorch: CPU - 64 - Efficientnet_v2_lblender: Barbershop - CPU-Onlyv-ray: CPUpytorch: CPU - 64 - ResNet-152ospray: particle_volume/pathtracer/real_timeospray: particle_volume/scivis/real_timenumpy: openradioss: Bird Strike on Windshieldbuild-godot: Time To Compileospray: particle_volume/ao/real_timeopenradioss: Bumper Beamtensorflow: CPU - 16 - ResNet-50pytorch: CPU - 1 - ResNet-152pytorch: CPU - 64 - ResNet-50openradioss: Rubber O-Ring Seal Installationblender: Pabellon Barcelona - CPU-Onlyindigobench: CPU - Supercarbuild-linux-kernel: defconfigopenvino: Face Detection FP16-INT8 - CPUopenvino: Face Detection FP16-INT8 - CPUindigobench: CPU - Bedroomopenvino: Person Vehicle Bike Detection FP16 - CPUopenvino: Person Vehicle Bike Detection FP16 - CPUopenvino: Handwritten English Recognition FP16-INT8 - CPUopenvino: Handwritten English Recognition FP16-INT8 - CPUopenvino: Face Detection Retail FP16-INT8 - CPUopenvino: Face Detection Retail FP16-INT8 - CPUopenvino: Vehicle Detection FP16-INT8 - CPUopenvino: Vehicle 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 - CPUquantlib: Multi-Threadedblender: Classroom - CPU-Onlyospray: gravity_spheres_volume/dim_512/scivis/real_timeospray: gravity_spheres_volume/dim_512/ao/real_timeospray: gravity_spheres_volume/dim_512/pathtracer/real_timecompress-7zip: Decompression Ratingopenradioss: Cell Phone Drop Testpytorch: CPU - 1 - ResNet-50blender: Fishy Cat - CPU-Onlysvt-av1: Preset 4 - Bosphorus 4Kblender: BMW27 - CPU-Onlytensorflow: CPU - 1 - ResNet-50embree: Pathtracer ISPC - Crownembree: Pathtracer ISPC - Asian Dragonbuild-ffmpeg: Time To Compilesvt-av1: Preset 8 - Bosphorus 4KTR 7980X DIY BuildTR 3990X System76 ThelioTR 7980X System76 Thelio445.323308.23166.888857419.05239.31922.5832753.68105.4279.84422.527575.6159.4122.0848.3953.1857.9434.44623.413405.3778.7415.7047.484215.1537.311711.044.6013253.186.674727.160.40112465.338.097702.02245683.247.1522.644623.425726.506252923123.4159.7923.809.24618.477.6293.4593103.913811.67190.450579.206722.95309.06488716.78151.05014.4799391.71153.62131.35714.6492104.169.858.2316.4993.6196.7622.16235.8571763.3818.0210.24220.851529.19124.25514.207.344296.8822.911391.091.1442563.2335.941771.60159470.182.546.820307.2610111.137736498148.3120.2537.564.67530.435.0047.901941.333119.37743.545388.279468.02163.399112118.43241.12523.9516744.39105.8283.90223.670474.0653.9121.4746.8152.9554.5134.74623.870378.1984.3915.7057.614123.7035.121815.604.3513981.456.354940.540.39114620.807.648018.68262762.744.3222.865323.512626.878154749122.6058.3522.669.11217.367.1791.1738101.679011.84688.418OpenBenchmarking.org

Whisper.cpp

Whisper.cpp is a port of OpenAI's Whisper model in C/C++. Whisper.cpp is developed by Georgi Gerganov for transcribing WAV audio files to text / speech recognition. Whisper.cpp supports ARM NEON, x86 AVX, and other advanced CPU features. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterWhisper.cpp 1.4Model: ggml-small.en - Input: 2016 State of the UnionTR 7980X System76 ThelioTR 3990X System76 ThelioTR 7980X DIY Build130260390520650SE +/- 2.40, N = 3SE +/- 6.62, N = 9SE +/- 15.22, N = 9388.28579.21445.321. (CXX) g++ options: -O3 -std=c++11 -fPIC -pthread

PyTorch

This is a benchmark of PyTorch making use of pytorch-benchmark [https://github.com/LukasHedegaard/pytorch-benchmark]. Currently this test profile is catered to CPU-based testing. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgbatches/sec, More Is BetterPyTorch 2.1Device: CPU - Batch Size: 64 - Model: Efficientnet_v2_lTR 7980X System76 ThelioTR 3990X System76 ThelioTR 7980X DIY Build246810SE +/- 0.02, N = 3SE +/- 0.03, N = 3SE +/- 0.02, N = 38.022.958.23MIN: 7.26 / MAX: 8.26MIN: 2.79 / MAX: 3.12MIN: 6.24 / MAX: 8.41

Blender

Blender is an open-source 3D creation and modeling software project. This test is of Blender's Cycles performance with various sample files. GPU computing via NVIDIA OptiX and NVIDIA CUDA is currently supported as well as HIP for AMD Radeon GPUs and Intel oneAPI for Intel Graphics. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 4.0Blend File: Barbershop - Compute: CPU-OnlyTR 7980X System76 ThelioTR 3990X System76 ThelioTR 7980X DIY Build70140210280350SE +/- 0.16, N = 3SE +/- 1.16, N = 3SE +/- 0.09, N = 3163.39309.06166.88

Chaos Group V-RAY

This is a test of Chaos Group's V-RAY benchmark. V-RAY is a commercial renderer that can integrate with various creator software products like SketchUp and 3ds Max. The V-RAY benchmark is standalone and supports CPU and NVIDIA CUDA/RTX based rendering. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgvsamples, More Is BetterChaos Group V-RAY 5.02Mode: CPUTR 7980X System76 ThelioTR 3990X System76 ThelioTR 7980X DIY Build20K40K60K80K100KSE +/- 457.35, N = 3SE +/- 331.05, N = 15SE +/- 667.39, N = 3911214887188574

PyTorch

This is a benchmark of PyTorch making use of pytorch-benchmark [https://github.com/LukasHedegaard/pytorch-benchmark]. Currently this test profile is catered to CPU-based testing. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgbatches/sec, More Is BetterPyTorch 2.1Device: CPU - Batch Size: 64 - Model: ResNet-152TR 7980X System76 ThelioTR 3990X System76 ThelioTR 7980X DIY Build510152025SE +/- 0.06, N = 3SE +/- 0.09, N = 3SE +/- 0.15, N = 318.436.7819.05MIN: 17.98 / MAX: 18.71MIN: 6.01 / MAX: 7.11MIN: 18.34 / MAX: 19.48

OSPRay

Intel OSPRay is a portable ray-tracing engine for high-performance, high-fidelity scientific visualizations. OSPRay builds off Intel's Embree and Intel SPMD Program Compiler (ISPC) components as part of the oneAPI rendering toolkit. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgItems Per Second, More Is BetterOSPRay 2.12Benchmark: particle_volume/pathtracer/real_timeTR 7980X System76 ThelioTR 3990X System76 ThelioTR 7980X DIY Build50100150200250SE +/- 0.02, N = 3SE +/- 0.24, N = 3SE +/- 0.48, N = 3241.13151.05239.32

OpenBenchmarking.orgItems Per Second, More Is BetterOSPRay 2.12Benchmark: particle_volume/scivis/real_timeTR 7980X System76 ThelioTR 3990X System76 ThelioTR 7980X DIY Build612182430SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 323.9514.4822.58

Numpy Benchmark

This is a test to obtain the general Numpy performance. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgScore, More Is BetterNumpy BenchmarkTR 7980X System76 ThelioTR 3990X System76 ThelioTR 7980X DIY Build160320480640800SE +/- 2.37, N = 3SE +/- 0.25, N = 3SE +/- 1.70, N = 3744.39391.71753.68

OpenRadioss

OpenRadioss is an open-source AGPL-licensed finite element solver for dynamic event analysis OpenRadioss is based on Altair Radioss and open-sourced in 2022. This open-source finite element solver is benchmarked with various example models available from https://www.openradioss.org/models/ and https://github.com/OpenRadioss/ModelExchange/tree/main/Examples. This test is currently using a reference OpenRadioss binary build offered via GitHub. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterOpenRadioss 2023.09.15Model: Bird Strike on WindshieldTR 7980X System76 ThelioTR 3990X System76 ThelioTR 7980X DIY Build306090120150SE +/- 0.27, N = 3SE +/- 0.67, N = 3SE +/- 0.68, N = 3105.82153.62105.42

Timed Godot Game Engine Compilation

This test times how long it takes to compile the Godot Game Engine. Godot is a popular, open-source, cross-platform 2D/3D game engine and is built using the SCons build system and targeting the X11 platform. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Godot Game Engine Compilation 4.0Time To CompileTR 7980X System76 ThelioTR 3990X System76 ThelioTR 7980X DIY Build306090120150SE +/- 0.19, N = 3SE +/- 0.30, N = 3SE +/- 0.14, N = 383.90131.3679.84

OSPRay

Intel OSPRay is a portable ray-tracing engine for high-performance, high-fidelity scientific visualizations. OSPRay builds off Intel's Embree and Intel SPMD Program Compiler (ISPC) components as part of the oneAPI rendering toolkit. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgItems Per Second, More Is BetterOSPRay 2.12Benchmark: particle_volume/ao/real_timeTR 7980X System76 ThelioTR 3990X System76 ThelioTR 7980X DIY Build612182430SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.03, N = 323.6714.6522.53

OpenRadioss

OpenRadioss is an open-source AGPL-licensed finite element solver for dynamic event analysis OpenRadioss is based on Altair Radioss and open-sourced in 2022. This open-source finite element solver is benchmarked with various example models available from https://www.openradioss.org/models/ and https://github.com/OpenRadioss/ModelExchange/tree/main/Examples. This test is currently using a reference OpenRadioss binary build offered via GitHub. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterOpenRadioss 2023.09.15Model: Bumper BeamTR 7980X System76 ThelioTR 3990X System76 ThelioTR 7980X DIY Build20406080100SE +/- 0.15, N = 3SE +/- 0.27, N = 3SE +/- 0.65, N = 374.06104.1675.61

TensorFlow

This is a benchmark of the TensorFlow deep learning framework using the TensorFlow reference benchmarks (tensorflow/benchmarks with tf_cnn_benchmarks.py). Note with the Phoronix Test Suite there is also pts/tensorflow-lite for benchmarking the TensorFlow Lite binaries if desired for complementary metrics. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgimages/sec, More Is BetterTensorFlow 2.12Device: CPU - Batch Size: 16 - Model: ResNet-50TR 7980X System76 ThelioTR 3990X System76 ThelioTR 7980X DIY Build1326395265SE +/- 0.08, N = 3SE +/- 0.06, N = 3SE +/- 0.19, N = 353.919.8559.41

PyTorch

This is a benchmark of PyTorch making use of pytorch-benchmark [https://github.com/LukasHedegaard/pytorch-benchmark]. Currently this test profile is catered to CPU-based testing. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgbatches/sec, More Is BetterPyTorch 2.1Device: CPU - Batch Size: 1 - Model: ResNet-152TR 7980X System76 ThelioTR 3990X System76 ThelioTR 7980X DIY Build510152025SE +/- 0.03, N = 3SE +/- 0.09, N = 3SE +/- 0.12, N = 321.478.2322.08MIN: 20.85 / MAX: 21.75MIN: 7.92 / MAX: 8.51MIN: 21.34 / MAX: 22.48

OpenBenchmarking.orgbatches/sec, More Is BetterPyTorch 2.1Device: CPU - Batch Size: 64 - Model: ResNet-50TR 7980X System76 ThelioTR 3990X System76 ThelioTR 7980X DIY Build1122334455SE +/- 0.26, N = 3SE +/- 0.20, N = 3SE +/- 0.35, N = 346.8116.4948.39MIN: 42.97 / MAX: 48.12MIN: 15.1 / MAX: 17.33MIN: 44.46 / MAX: 50.22

OpenRadioss

OpenRadioss is an open-source AGPL-licensed finite element solver for dynamic event analysis OpenRadioss is based on Altair Radioss and open-sourced in 2022. This open-source finite element solver is benchmarked with various example models available from https://www.openradioss.org/models/ and https://github.com/OpenRadioss/ModelExchange/tree/main/Examples. This test is currently using a reference OpenRadioss binary build offered via GitHub. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterOpenRadioss 2023.09.15Model: Rubber O-Ring Seal InstallationTR 7980X System76 ThelioTR 3990X System76 ThelioTR 7980X DIY Build20406080100SE +/- 0.31, N = 3SE +/- 0.07, N = 3SE +/- 0.34, N = 352.9593.6153.18

Blender

Blender is an open-source 3D creation and modeling software project. This test is of Blender's Cycles performance with various sample files. GPU computing via NVIDIA OptiX and NVIDIA CUDA is currently supported as well as HIP for AMD Radeon GPUs and Intel oneAPI for Intel Graphics. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 4.0Blend File: Pabellon Barcelona - Compute: CPU-OnlyTR 7980X System76 ThelioTR 3990X System76 ThelioTR 7980X DIY Build20406080100SE +/- 0.11, N = 3SE +/- 0.24, N = 3SE +/- 0.15, N = 354.5196.7657.94

IndigoBench

This is a test of Indigo Renderer's IndigoBench benchmark. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgM samples/s, More Is BetterIndigoBench 4.4Acceleration: CPU - Scene: SupercarTR 7980X System76 ThelioTR 3990X System76 ThelioTR 7980X DIY Build816243240SE +/- 0.39, N = 4SE +/- 0.07, N = 3SE +/- 0.02, N = 334.7522.1634.45

Timed Linux Kernel Compilation

This test times how long it takes to build the Linux kernel in a default configuration (defconfig) for the architecture being tested or alternatively an allmodconfig for building all possible kernel modules for the build. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Linux Kernel Compilation 6.1Build: defconfigTR 7980X System76 ThelioTR 3990X System76 ThelioTR 7980X DIY Build816243240SE +/- 0.24, N = 5SE +/- 0.29, N = 9SE +/- 0.23, N = 623.8735.8623.41

OpenVINO

This is a test of the Intel OpenVINO, a toolkit around neural networks, using its built-in benchmarking support and analyzing the throughput and latency for various models. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2023.2.devModel: Face Detection FP16-INT8 - Device: CPUTR 7980X System76 ThelioTR 3990X System76 ThelioTR 7980X DIY Build400800120016002000SE +/- 1.94, N = 3SE +/- 6.80, N = 3SE +/- 2.22, N = 3378.191763.38405.37MIN: 192.64 / MAX: 399.21MIN: 1658.83 / MAX: 1802.81MIN: 344.27 / MAX: 423.971. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2023.2.devModel: Face Detection FP16-INT8 - Device: CPUTR 7980X System76 ThelioTR 3990X System76 ThelioTR 7980X DIY Build20406080100SE +/- 0.42, N = 3SE +/- 0.07, N = 3SE +/- 0.45, N = 384.3918.0278.741. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie

IndigoBench

This is a test of Indigo Renderer's IndigoBench benchmark. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgM samples/s, More Is BetterIndigoBench 4.4Acceleration: CPU - Scene: BedroomTR 7980X System76 ThelioTR 3990X System76 ThelioTR 7980X DIY Build48121620SE +/- 0.12, N = 3SE +/- 0.00, N = 3SE +/- 0.03, N = 315.7110.2415.70

OpenVINO

This is a test of the Intel OpenVINO, a toolkit around neural networks, using its built-in benchmarking support and analyzing the throughput and latency for various models. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2023.2.devModel: Person Vehicle Bike Detection FP16 - Device: CPUTR 7980X System76 ThelioTR 3990X System76 ThelioTR 7980X DIY Build510152025SE +/- 0.11, N = 3SE +/- 0.08, N = 3SE +/- 0.01, N = 37.6120.857.48MIN: 3.87 / MAX: 26.8MIN: 11.83 / MAX: 44.86MIN: 4.13 / MAX: 17.571. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2023.2.devModel: Person Vehicle Bike Detection FP16 - Device: CPUTR 7980X System76 ThelioTR 3990X System76 ThelioTR 7980X DIY Build9001800270036004500SE +/- 56.98, N = 3SE +/- 6.05, N = 3SE +/- 6.56, N = 34123.701529.194215.151. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2023.2.devModel: Handwritten English Recognition FP16-INT8 - Device: CPUTR 7980X System76 ThelioTR 3990X System76 ThelioTR 7980X DIY Build306090120150SE +/- 0.04, N = 3SE +/- 0.47, N = 3SE +/- 0.10, N = 335.12124.2537.31MIN: 21.5 / MAX: 58.1MIN: 71.1 / MAX: 148.34MIN: 21.65 / MAX: 56.71. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2023.2.devModel: Handwritten English Recognition FP16-INT8 - Device: CPUTR 7980X System76 ThelioTR 3990X System76 ThelioTR 7980X DIY Build400800120016002000SE +/- 2.19, N = 3SE +/- 1.95, N = 3SE +/- 4.52, N = 31815.60514.201711.041. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2023.2.devModel: Face Detection Retail FP16-INT8 - Device: CPUTR 7980X System76 ThelioTR 3990X System76 ThelioTR 7980X DIY Build246810SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 34.357.344.60MIN: 2.11 / MAX: 28.66MIN: 4.14 / MAX: 22.27MIN: 2.13 / MAX: 19.821. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2023.2.devModel: Face Detection Retail FP16-INT8 - Device: CPUTR 7980X System76 ThelioTR 3990X System76 ThelioTR 7980X DIY Build3K6K9K12K15KSE +/- 19.94, N = 3SE +/- 10.47, N = 3SE +/- 23.14, N = 313981.454296.8813253.181. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2023.2.devModel: Vehicle Detection FP16-INT8 - Device: CPUTR 7980X System76 ThelioTR 3990X System76 ThelioTR 7980X DIY Build510152025SE +/- 0.02, N = 3SE +/- 0.08, N = 3SE +/- 0.01, N = 36.3522.916.67MIN: 3.06 / MAX: 33.14MIN: 12.08 / MAX: 49.52MIN: 3.42 / MAX: 321. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2023.2.devModel: Vehicle Detection FP16-INT8 - Device: CPUTR 7980X System76 ThelioTR 3990X System76 ThelioTR 7980X DIY Build11002200330044005500SE +/- 10.00, N = 3SE +/- 4.83, N = 3SE +/- 5.51, N = 34940.541391.094727.161. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2023.2.devModel: Age Gender Recognition Retail 0013 FP16-INT8 - Device: CPUTR 7980X System76 ThelioTR 3990X System76 ThelioTR 7980X DIY Build0.25650.5130.76951.0261.2825SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 30.391.140.40MIN: 0.18 / MAX: 18.11MIN: 0.58 / MAX: 11.74MIN: 0.18 / MAX: 27.231. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2023.2.devModel: Age Gender Recognition Retail 0013 FP16-INT8 - Device: CPUTR 7980X System76 ThelioTR 3990X System76 ThelioTR 7980X DIY Build20K40K60K80K100KSE +/- 463.25, N = 3SE +/- 40.80, N = 3SE +/- 340.10, N = 3114620.8042563.23112465.331. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2023.2.devModel: Weld Porosity Detection FP16-INT8 - Device: CPUTR 7980X System76 ThelioTR 3990X System76 ThelioTR 7980X DIY Build816243240SE +/- 0.02, N = 3SE +/- 0.05, N = 3SE +/- 0.02, N = 37.6435.948.09MIN: 3.42 / MAX: 33.24MIN: 18.09 / MAX: 65.01MIN: 3.7 / MAX: 19.861. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2023.2.devModel: Weld Porosity Detection FP16-INT8 - Device: CPUTR 7980X System76 ThelioTR 3990X System76 ThelioTR 7980X DIY Build2K4K6K8K10KSE +/- 13.82, N = 3SE +/- 2.55, N = 3SE +/- 11.71, N = 38018.681771.607702.021. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie

QuantLib

QuantLib is an open-source library/framework around quantitative finance for modeling, trading and risk management scenarios. QuantLib is written in C++ with Boost and its built-in benchmark used reports the QuantLib Benchmark Index benchmark score. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMFLOPS, More Is BetterQuantLib 1.32Configuration: Multi-ThreadedTR 7980X System76 ThelioTR 3990X System76 ThelioTR 7980X DIY Build60K120K180K240K300KSE +/- 149.27, N = 3SE +/- 434.08, N = 3SE +/- 97.04, N = 3262762.7159470.1245683.21. (CXX) g++ options: -O3 -march=native -fPIE -pie

Blender

Blender is an open-source 3D creation and modeling software project. This test is of Blender's Cycles performance with various sample files. GPU computing via NVIDIA OptiX and NVIDIA CUDA is currently supported as well as HIP for AMD Radeon GPUs and Intel oneAPI for Intel Graphics. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 4.0Blend File: Classroom - Compute: CPU-OnlyTR 7980X System76 ThelioTR 3990X System76 ThelioTR 7980X DIY Build20406080100SE +/- 0.04, N = 3SE +/- 0.56, N = 3SE +/- 0.15, N = 344.3282.5447.15

OSPRay

Intel OSPRay is a portable ray-tracing engine for high-performance, high-fidelity scientific visualizations. OSPRay builds off Intel's Embree and Intel SPMD Program Compiler (ISPC) components as part of the oneAPI rendering toolkit. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgItems Per Second, More Is BetterOSPRay 2.12Benchmark: gravity_spheres_volume/dim_512/scivis/real_timeTR 7980X System76 ThelioTR 3990X System76 ThelioTR 7980X DIY Build510152025SE +/- 0.04611, N = 3SE +/- 0.00213, N = 3SE +/- 0.03326, N = 322.865306.8203022.64460

OpenBenchmarking.orgItems Per Second, More Is BetterOSPRay 2.12Benchmark: gravity_spheres_volume/dim_512/ao/real_timeTR 7980X System76 ThelioTR 3990X System76 ThelioTR 7980X DIY Build612182430SE +/- 0.02902, N = 3SE +/- 0.00671, N = 3SE +/- 0.00283, N = 323.512607.2610123.42570

OpenBenchmarking.orgItems Per Second, More Is BetterOSPRay 2.12Benchmark: gravity_spheres_volume/dim_512/pathtracer/real_timeTR 7980X System76 ThelioTR 3990X System76 ThelioTR 7980X DIY Build612182430SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.03, N = 326.8811.1426.51

7-Zip Compression

This is a test of 7-Zip compression/decompression with its integrated benchmark feature. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMIPS, More Is Better7-Zip Compression 22.01Test: Decompression RatingTR 7980X System76 ThelioTR 3990X System76 ThelioTR 7980X DIY Build120K240K360K480K600KSE +/- 439.70, N = 3SE +/- 687.51, N = 3SE +/- 1196.73, N = 35474913649815292311. (CXX) g++ options: -lpthread -ldl -O2 -fPIC

OpenRadioss

OpenRadioss is an open-source AGPL-licensed finite element solver for dynamic event analysis OpenRadioss is based on Altair Radioss and open-sourced in 2022. This open-source finite element solver is benchmarked with various example models available from https://www.openradioss.org/models/ and https://github.com/OpenRadioss/ModelExchange/tree/main/Examples. This test is currently using a reference OpenRadioss binary build offered via GitHub. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterOpenRadioss 2023.09.15Model: Cell Phone Drop TestTR 7980X System76 ThelioTR 3990X System76 ThelioTR 7980X DIY Build1122334455SE +/- 0.17, N = 3SE +/- 0.36, N = 3SE +/- 0.10, N = 322.6048.3123.41

PyTorch

This is a benchmark of PyTorch making use of pytorch-benchmark [https://github.com/LukasHedegaard/pytorch-benchmark]. Currently this test profile is catered to CPU-based testing. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgbatches/sec, More Is BetterPyTorch 2.1Device: CPU - Batch Size: 1 - Model: ResNet-50TR 7980X System76 ThelioTR 3990X System76 ThelioTR 7980X DIY Build1326395265SE +/- 0.36, N = 3SE +/- 0.15, N = 3SE +/- 0.17, N = 358.3520.2559.79MIN: 51.96 / MAX: 60.34MIN: 18.92 / MAX: 21.46MIN: 54.43 / MAX: 61.61

Blender

Blender is an open-source 3D creation and modeling software project. This test is of Blender's Cycles performance with various sample files. GPU computing via NVIDIA OptiX and NVIDIA CUDA is currently supported as well as HIP for AMD Radeon GPUs and Intel oneAPI for Intel Graphics. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 4.0Blend File: Fishy Cat - Compute: CPU-OnlyTR 7980X System76 ThelioTR 3990X System76 ThelioTR 7980X DIY Build918273645SE +/- 0.11, N = 3SE +/- 0.10, N = 3SE +/- 0.09, N = 322.6637.5623.80

SVT-AV1

This is a benchmark of the SVT-AV1 open-source video encoder/decoder. SVT-AV1 was originally developed by Intel as part of their Open Visual Cloud / Scalable Video Technology (SVT). Development of SVT-AV1 has since moved to the Alliance for Open Media as part of upstream AV1 development. SVT-AV1 is a CPU-based multi-threaded video encoder for the AV1 video format with a sample YUV video file. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 1.8Encoder Mode: Preset 4 - Input: Bosphorus 4KTR 7980X System76 ThelioTR 3990X System76 ThelioTR 7980X DIY Build3691215SE +/- 0.028, N = 3SE +/- 0.020, N = 3SE +/- 0.001, N = 39.1124.6759.2461. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq

Blender

Blender is an open-source 3D creation and modeling software project. This test is of Blender's Cycles performance with various sample files. GPU computing via NVIDIA OptiX and NVIDIA CUDA is currently supported as well as HIP for AMD Radeon GPUs and Intel oneAPI for Intel Graphics. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 4.0Blend File: BMW27 - Compute: CPU-OnlyTR 7980X System76 ThelioTR 3990X System76 ThelioTR 7980X DIY Build714212835SE +/- 0.06, N = 3SE +/- 0.09, N = 3SE +/- 0.03, N = 317.3630.4318.47

TensorFlow

This is a benchmark of the TensorFlow deep learning framework using the TensorFlow reference benchmarks (tensorflow/benchmarks with tf_cnn_benchmarks.py). Note with the Phoronix Test Suite there is also pts/tensorflow-lite for benchmarking the TensorFlow Lite binaries if desired for complementary metrics. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgimages/sec, More Is BetterTensorFlow 2.12Device: CPU - Batch Size: 1 - Model: ResNet-50TR 7980X System76 ThelioTR 3990X System76 ThelioTR 7980X DIY Build246810SE +/- 0.06, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 37.175.007.62

Embree

Intel Embree is a collection of high-performance ray-tracing kernels for execution on CPUs (and GPUs via SYCL) and supporting instruction sets such as SSE, AVX, AVX2, and AVX-512. Embree also supports making use of the Intel SPMD Program Compiler (ISPC). Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 4.3Binary: Pathtracer ISPC - Model: CrownTR 7980X System76 ThelioTR 3990X System76 ThelioTR 7980X DIY Build20406080100SE +/- 0.17, N = 5SE +/- 0.10, N = 4SE +/- 0.17, N = 691.1747.9093.46MIN: 89.49 / MAX: 94.29MIN: 47.07 / MAX: 49.79MIN: 91.73 / MAX: 95.85

OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 4.3Binary: Pathtracer ISPC - Model: Asian DragonTR 7980X System76 ThelioTR 3990X System76 ThelioTR 7980X DIY Build20406080100SE +/- 0.11, N = 6SE +/- 0.04, N = 3SE +/- 0.08, N = 6101.6841.33103.91MIN: 100.46 / MAX: 103.37MIN: 40.86 / MAX: 42.73MIN: 102.79 / MAX: 105.67

Timed FFmpeg Compilation

This test times how long it takes to build the FFmpeg multimedia library. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed FFmpeg Compilation 6.1Time To CompileTR 7980X System76 ThelioTR 3990X System76 ThelioTR 7980X DIY Build510152025SE +/- 0.04, N = 4SE +/- 0.05, N = 3SE +/- 0.03, N = 411.8519.3811.67

SVT-AV1

This is a benchmark of the SVT-AV1 open-source video encoder/decoder. SVT-AV1 was originally developed by Intel as part of their Open Visual Cloud / Scalable Video Technology (SVT). Development of SVT-AV1 has since moved to the Alliance for Open Media as part of upstream AV1 development. SVT-AV1 is a CPU-based multi-threaded video encoder for the AV1 video format with a sample YUV video file. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 1.8Encoder Mode: Preset 8 - Input: Bosphorus 4KTR 7980X System76 ThelioTR 3990X System76 ThelioTR 7980X DIY Build20406080100SE +/- 0.32, N = 5SE +/- 0.07, N = 3SE +/- 0.28, N = 588.4243.5590.451. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq

Drive Temperature (nvme0n1) Monitor

OpenBenchmarking.orgCelsiusDrive Temperature (nvme0n1) MonitorPhoronix Test Suite System MonitoringTR 7980X System76 Thelio1020304050Min: 39.85 / Avg: 42.85 / Max: 49.85

GPU Temperature Monitor

OpenBenchmarking.orgCelsiusGPU Temperature MonitorPhoronix Test Suite System MonitoringTR 7980X System76 Thelio816243240Min: 32 / Avg: 35.38 / Max: 37

CPU Temperature Monitor

OpenBenchmarking.orgCelsiusCPU Temperature MonitorPhoronix Test Suite System MonitoringTR 7980X System76 ThelioTR 3990X System76 ThelioTR 7980X DIY Build20406080100Min: 37.13 / Avg: 69.65 / Max: 95.38Min: 42.25 / Avg: 65.24 / Max: 89Min: 36.88 / Avg: 64.84 / Max: 94.75

CPU Power Consumption Monitor

OpenBenchmarking.orgWattsCPU Power Consumption MonitorPhoronix Test Suite System MonitoringTR 7980X System76 ThelioTR 3990X System76 ThelioTR 7980X DIY Build70140210280350Min: 29.97 / Avg: 304.13 / Max: 381.03Min: 27.29 / Avg: 256.14 / Max: 305.51Min: 39.88 / Avg: 305.94 / Max: 372.82

CPU Peak Freq (Highest CPU Core Frequency) Monitor

OpenBenchmarking.orgMegahertzCPU Peak Freq (Highest CPU Core Frequency) MonitorPhoronix Test Suite System MonitoringTR 7980X System76 ThelioTR 3990X System76 ThelioTR 7980X DIY Build10002000300040005000Min: 400 / Avg: 4406.14 / Max: 5346Min: 2196 / Avg: 3527.76 / Max: 4330Min: 545 / Avg: 4217.07 / Max: 5617

55 Results Shown

Whisper.cpp
PyTorch
Blender
Chaos Group V-RAY
PyTorch
OSPRay:
  particle_volume/pathtracer/real_time
  particle_volume/scivis/real_time
Numpy Benchmark
OpenRadioss
Timed Godot Game Engine Compilation
OSPRay
OpenRadioss
TensorFlow
PyTorch:
  CPU - 1 - ResNet-152
  CPU - 64 - ResNet-50
OpenRadioss
Blender
IndigoBench
Timed Linux Kernel Compilation
OpenVINO:
  Face Detection FP16-INT8 - CPU:
    ms
    FPS
IndigoBench
OpenVINO:
  Person Vehicle Bike Detection FP16 - CPU:
    ms
    FPS
  Handwritten English Recognition FP16-INT8 - CPU:
    ms
    FPS
  Face Detection Retail FP16-INT8 - CPU:
    ms
    FPS
  Vehicle Detection FP16-INT8 - CPU:
    ms
    FPS
  Age Gender Recognition Retail 0013 FP16-INT8 - CPU:
    ms
    FPS
  Weld Porosity Detection FP16-INT8 - CPU:
    ms
    FPS
QuantLib
Blender
OSPRay:
  gravity_spheres_volume/dim_512/scivis/real_time
  gravity_spheres_volume/dim_512/ao/real_time
  gravity_spheres_volume/dim_512/pathtracer/real_time
7-Zip Compression
OpenRadioss
PyTorch
Blender
SVT-AV1
Blender
TensorFlow
Embree:
  Pathtracer ISPC - Crown
  Pathtracer ISPC - Asian Dragon
Timed FFmpeg Compilation
SVT-AV1
Drive Temperature (nvme0n1) Monitor:
  Phoronix Test Suite System Monitoring:
    Celsius
    Celsius
    Celsius
    Watts
    Megahertz