TR Comparison AMD Ryzen Threadripper 3990X 64-Core testing with a Gigabyte TRX40 AORUS PRO WIFI (F6 BIOS) and AMD Radeon RX 5700 8GB on Pop 22.04 via the Phoronix Test Suite.
HTML result view exported from: https://openbenchmarking.org/result/2401140-NE-2401134NE94&grs&rdt&rro .
TR Comparison Processor Motherboard Chipset Memory Disk Graphics Audio Monitor Network OS Kernel Desktop Display Server OpenGL Vulkan Compiler File-System Screen Resolution TR 7980X DIY Build TR 3990X System76 Thelio AMD Ryzen Threadripper 7980X 64-Cores @ 8.21GHz (64 Cores / 128 Threads) ASUS Pro WS TRX50-SAGE WIFI (0607 BIOS) AMD Device 14a4 4 x 32 GB DRAM-4800MT/s F5-6400R3239G32GQ 1000GB Western Digital WDS100T1X0E-00AFY0 NAVI31 20GB (2025/1249MHz) Realtek ALC1220 DELL U2723QE Aquantia Device 04c0 + Intel Device 125b + MEDIATEK Device 0616 Pop 22.04 6.6.6-76060606-generic (x86_64) GNOME Shell 42.5 X Server 1.21.1.4 4.6 Mesa 23.3.2-1pop0~1704238321~22.04~36f1d0e (LLVM 15.0.7 DRM 3.54) 1.3.267 GCC 11.4.0 ext4 3840x2160 AMD Ryzen Threadripper 3990X 64-Core @ 2.90GHz (64 Cores / 128 Threads) Gigabyte TRX40 AORUS PRO WIFI (F6 BIOS) AMD Starship/Matisse 4 x 32 GB DRAM-3000MT/s CMK64GX4M2D3000C16 Samsung SSD 970 EVO Plus 500GB AMD Radeon RX 5700 8GB (1750/875MHz) AMD Navi 10 HDMI Audio DELL P2415Q Intel I211 + Intel Wi-Fi 6 AX200 OpenBenchmarking.org Kernel Details - Transparent Huge Pages: madvise Compiler 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 Python Details - Python 3.10.12 Security 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 Comparison tensorflow: CPU - 256 - ResNet-50 tensorflow: CPU - 16 - ResNet-50 lczero: Eigen lczero: BLAS openvino: Weld Porosity Detection FP16-INT8 - CPU openvino: Face Detection FP16-INT8 - CPU openvino: Face Detection FP16-INT8 - CPU openvino: Weld Porosity Detection FP16-INT8 - CPU deepsparse: CV Segmentation, 90% Pruned YOLACT Pruned - Asynchronous Multi-Stream deepsparse: NLP Text Classification, BERT base uncased SST2, Sparse INT8 - Asynchronous Multi-Stream deepsparse: ResNet-50, Sparse INT8 - Asynchronous Multi-Stream openvino: Machine Translation EN To DE FP16 - CPU openvino: Machine Translation EN To DE FP16 - CPU openvino: Vehicle Detection FP16-INT8 - CPU openvino: Vehicle Detection FP16-INT8 - CPU openvino: Handwritten English Recognition FP16-INT8 - CPU openvino: Handwritten English Recognition FP16-INT8 - CPU ospray: gravity_spheres_volume/dim_512/scivis/real_time ospray: gravity_spheres_volume/dim_512/ao/real_time deepsparse: BERT-Large, NLP Question Answering, Sparse INT8 - Asynchronous Multi-Stream openvino: Face Detection Retail FP16-INT8 - CPU pytorch: CPU - 1 - Efficientnet_v2_l pytorch: CPU - 1 - ResNet-50 pytorch: CPU - 64 - ResNet-50 openvino: Road Segmentation ADAS FP16-INT8 - CPU openvino: Road Segmentation ADAS FP16-INT8 - CPU openvino: Age Gender Recognition Retail 0013 FP16-INT8 - CPU pytorch: CPU - 64 - ResNet-152 pytorch: CPU - 64 - Efficientnet_v2_l openvino: Person Vehicle Bike Detection FP16 - CPU openvino: Person Vehicle Bike Detection FP16 - CPU pytorch: CPU - 1 - ResNet-152 openvino: Age Gender Recognition Retail 0013 FP16-INT8 - CPU compress-7zip: Compression Rating embree: Pathtracer ISPC - Asian Dragon deepsparse: CV Detection, YOLOv5s COCO - Asynchronous Multi-Stream deepsparse: CV Detection, YOLOv5s COCO, Sparse INT8 - Asynchronous Multi-Stream deepsparse: ResNet-50, Baseline - Asynchronous Multi-Stream deepsparse: CV Classification, ResNet-50 ImageNet - Asynchronous Multi-Stream ospray: gravity_spheres_volume/dim_512/pathtracer/real_time deepsparse: NLP Document Classification, oBERT base uncased on IMDB - Asynchronous Multi-Stream llama-cpp: llama-2-13b.Q4_0.gguf openradioss: Chrysler Neon 1M deepsparse: NLP Token Classification, BERT base uncased conll2003 - Asynchronous Multi-Stream deepsparse: BERT-Large, NLP Question Answering - Asynchronous Multi-Stream openfoam: drivaerFastback, Medium Mesh Size - Execution Time deepsparse: NLP Text Classification, DistilBERT mnli - Asynchronous Multi-Stream llama-cpp: llama-2-7b.Q4_0.gguf llama-cpp: llama-2-70b-chat.Q5_0.gguf svt-av1: Preset 8 - Bosphorus 4K openradioss: Cell Phone Drop Test openfoam: drivaerFastback, Small Mesh Size - Execution Time svt-av1: Preset 4 - Bosphorus 4K embree: Pathtracer ISPC - Crown numpy: blender: Barbershop - CPU-Only deepsparse: NLP Text Classification, DistilBERT mnli - Asynchronous Multi-Stream v-ray: CPU deepsparse: BERT-Large, NLP Question Answering - Asynchronous Multi-Stream openradioss: INIVOL and Fluid Structure Interaction Drop Container openfoam: drivaerFastback, Medium Mesh Size - Mesh Time openradioss: Rubber O-Ring Seal Installation deepsparse: NLP Token Classification, BERT base uncased conll2003 - Asynchronous Multi-Stream blender: Classroom - CPU-Only deepsparse: NLP Document Classification, oBERT base uncased on IMDB - Asynchronous Multi-Stream blender: Pabellon Barcelona - CPU-Only build-llvm: Ninja build-ffmpeg: Time To Compile blender: BMW27 - CPU-Only build-godot: Time To Compile build-nodejs: Time To Compile deepsparse: CV Classification, ResNet-50 ImageNet - Asynchronous Multi-Stream deepsparse: ResNet-50, Baseline - Asynchronous Multi-Stream deepsparse: CV Detection, YOLOv5s COCO, Sparse INT8 - Asynchronous Multi-Stream openvino: Face Detection Retail FP16-INT8 - CPU deepsparse: CV Detection, YOLOv5s COCO - Asynchronous Multi-Stream ospray: particle_volume/pathtracer/real_time blender: Fishy Cat - CPU-Only build-gem5: Time To Compile ospray: particle_volume/scivis/real_time indigobench: CPU - Supercar build-linux-kernel: allmodconfig quantlib: Multi-Threaded ospray: particle_volume/ao/real_time indigobench: CPU - Bedroom build-linux-kernel: defconfig tensorflow: CPU - 1 - ResNet-50 svt-av1: Preset 12 - Bosphorus 4K openradioss: Bird Strike on Windshield openfoam: drivaerFastback, Small Mesh Size - Mesh Time compress-7zip: Decompression Rating openradioss: Bumper Beam whisper-cpp: ggml-medium.en - 2016 State of the Union deepsparse: BERT-Large, NLP Question Answering, Sparse INT8 - Asynchronous Multi-Stream deepsparse: ResNet-50, Sparse INT8 - Asynchronous Multi-Stream deepsparse: NLP Text Classification, BERT base uncased SST2, Sparse INT8 - Asynchronous Multi-Stream deepsparse: CV Segmentation, 90% Pruned YOLACT Pruned - Asynchronous Multi-Stream svt-av1: Preset 13 - Bosphorus 4K whisper-cpp: ggml-small.en - 2016 State of the Union whisper-cpp: ggml-base.en - 2016 State of the Union openvino: Person Detection FP16 - CPU openvino: Person Detection FP16 - CPU TR 7980X DIY Build TR 3990X System76 Thelio 105.85 59.41 533 557 8.09 78.74 405.37 7702.02 190.6468 8.8140 3.3518 74.42 429.11 6.67 4727.16 37.31 1711.04 22.6446 23.4257 19.7033 13253.18 12.87 59.79 48.39 19.92 1601.38 0.40 19.05 8.23 7.48 4215.15 22.08 112465.33 443349 103.9138 61.2123 59.8761 28.5402 28.5428 26.5062 359.8583 18.43 292.06 359.8588 288.5758 617.2658 41.9629 30.78 3.04 90.450 23.41 36.85956 9.246 93.4593 753.68 166.88 190.4801 88574 27.6721 115.12 104.60125 53.18 22.2065 47.15 22.2004 57.94 122.225 11.671 18.47 79.844 113.780 280.0001 280.0274 133.5394 4.60 130.5869 239.319 23.80 178.794 22.5832 34.446 216.690 245683.2 22.5275 15.704 23.413 7.62 198.740 105.42 19.553856 529231 75.61 925.98065 405.4849 2372.1682 905.4136 41.9230 194.101 445.32330 191.99942 145.95 220.46 12.17 9.85 94 109 35.94 18.02 1763.38 1771.60 722.5058 31.8335 12.0505 266.39 119.93 22.91 1391.09 124.25 514.20 6.82030 7.26101 61.9787 4296.88 4.34 20.25 16.49 58.28 548.40 1.14 6.78 2.95 20.85 1529.19 8.23 42563.23 173970 41.3331 153.6873 148.8038 70.5496 70.3655 11.1377 832.6156 8.01 671.04 816.6532 641.7697 1362.3583 92.5781 14.00 1.45 43.545 48.31 74.108433 4.675 47.9019 391.71 309.06 345.4413 48871 49.8527 204.54 184.71201 93.61 38.8841 82.54 38.2162 96.76 204.001 19.377 30.43 131.357 185.538 454.4448 453.2638 214.5970 7.34 207.7083 151.050 37.56 281.538 14.4799 22.162 335.736 159470.1 14.6492 10.242 35.857 5.00 130.631 153.62 28.370559 364981 104.16 1259.40500 515.5297 2645.3102 1003.6586 43.9894 124.791 579.20672 247.99593 412.09 77.50 OpenBenchmarking.org
TensorFlow Device: CPU - Batch Size: 256 - Model: ResNet-50 OpenBenchmarking.org images/sec, More Is Better TensorFlow 2.12 Device: CPU - Batch Size: 256 - Model: ResNet-50 TR 3990X System76 Thelio TR 7980X DIY Build 20 40 60 80 100 SE +/- 0.00, N = 3 SE +/- 1.06, N = 3 12.17 105.85
TensorFlow Device: CPU - Batch Size: 16 - Model: ResNet-50 OpenBenchmarking.org images/sec, More Is Better TensorFlow 2.12 Device: CPU - Batch Size: 16 - Model: ResNet-50 TR 3990X System76 Thelio TR 7980X DIY Build 13 26 39 52 65 SE +/- 0.06, N = 3 SE +/- 0.19, N = 3 9.85 59.41
LeelaChessZero Backend: Eigen OpenBenchmarking.org Nodes Per Second, More Is Better LeelaChessZero 0.30 Backend: Eigen TR 3990X System76 Thelio TR 7980X DIY Build 120 240 360 480 600 SE +/- 0.33, N = 3 SE +/- 5.78, N = 3 94 533 1. (CXX) g++ options: -flto -pthread
LeelaChessZero Backend: BLAS OpenBenchmarking.org Nodes Per Second, More Is Better LeelaChessZero 0.30 Backend: BLAS TR 3990X System76 Thelio TR 7980X DIY Build 120 240 360 480 600 SE +/- 0.88, N = 3 SE +/- 2.19, N = 3 109 557 1. (CXX) g++ options: -flto -pthread
OpenVINO Model: Weld Porosity Detection FP16-INT8 - Device: CPU OpenBenchmarking.org ms, Fewer Is Better OpenVINO 2023.2.dev Model: Weld Porosity Detection FP16-INT8 - Device: CPU TR 3990X System76 Thelio TR 7980X DIY Build 8 16 24 32 40 SE +/- 0.05, N = 3 SE +/- 0.02, N = 3 35.94 8.09 MIN: 18.09 / MAX: 65.01 MIN: 3.7 / MAX: 19.86 1. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie
OpenVINO Model: Face Detection FP16-INT8 - Device: CPU OpenBenchmarking.org FPS, More Is Better OpenVINO 2023.2.dev Model: Face Detection FP16-INT8 - Device: CPU TR 3990X System76 Thelio TR 7980X DIY Build 20 40 60 80 100 SE +/- 0.07, N = 3 SE +/- 0.45, N = 3 18.02 78.74 1. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie
OpenVINO Model: Face Detection FP16-INT8 - Device: CPU OpenBenchmarking.org ms, Fewer Is Better OpenVINO 2023.2.dev Model: Face Detection FP16-INT8 - Device: CPU TR 3990X System76 Thelio TR 7980X DIY Build 400 800 1200 1600 2000 SE +/- 6.80, N = 3 SE +/- 2.22, N = 3 1763.38 405.37 MIN: 1658.83 / MAX: 1802.81 MIN: 344.27 / MAX: 423.97 1. (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.org FPS, More Is Better OpenVINO 2023.2.dev Model: Weld Porosity Detection FP16-INT8 - Device: CPU TR 3990X System76 Thelio TR 7980X DIY Build 1700 3400 5100 6800 8500 SE +/- 2.55, N = 3 SE +/- 11.71, N = 3 1771.60 7702.02 1. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie
Neural Magic DeepSparse Model: CV Segmentation, 90% Pruned YOLACT Pruned - Scenario: Asynchronous Multi-Stream OpenBenchmarking.org ms/batch, Fewer Is Better Neural Magic DeepSparse 1.6 Model: CV Segmentation, 90% Pruned YOLACT Pruned - Scenario: Asynchronous Multi-Stream TR 3990X System76 Thelio TR 7980X DIY Build 160 320 480 640 800 SE +/- 1.54, N = 3 SE +/- 0.02, N = 3 722.51 190.65
Neural Magic DeepSparse Model: NLP Text Classification, BERT base uncased SST2, Sparse INT8 - Scenario: Asynchronous Multi-Stream OpenBenchmarking.org ms/batch, Fewer Is Better Neural Magic DeepSparse 1.6 Model: NLP Text Classification, BERT base uncased SST2, Sparse INT8 - Scenario: Asynchronous Multi-Stream TR 3990X System76 Thelio TR 7980X DIY Build 7 14 21 28 35 SE +/- 0.0689, N = 3 SE +/- 0.0108, N = 3 31.8335 8.8140
Neural Magic DeepSparse Model: ResNet-50, Sparse INT8 - Scenario: Asynchronous Multi-Stream OpenBenchmarking.org ms/batch, Fewer Is Better Neural Magic DeepSparse 1.6 Model: ResNet-50, Sparse INT8 - Scenario: Asynchronous Multi-Stream TR 3990X System76 Thelio TR 7980X DIY Build 3 6 9 12 15 SE +/- 0.0526, N = 3 SE +/- 0.0127, N = 3 12.0505 3.3518
OpenVINO Model: Machine Translation EN To DE FP16 - Device: CPU OpenBenchmarking.org ms, Fewer Is Better OpenVINO 2023.2.dev Model: Machine Translation EN To DE FP16 - Device: CPU TR 3990X System76 Thelio TR 7980X DIY Build 60 120 180 240 300 SE +/- 1.80, N = 3 SE +/- 0.15, N = 3 266.39 74.42 MIN: 120.23 / MAX: 356.46 MIN: 39.51 / MAX: 109.01 1. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie
OpenVINO Model: Machine Translation EN To DE FP16 - Device: CPU OpenBenchmarking.org FPS, More Is Better OpenVINO 2023.2.dev Model: Machine Translation EN To DE FP16 - Device: CPU TR 3990X System76 Thelio TR 7980X DIY Build 90 180 270 360 450 SE +/- 0.81, N = 3 SE +/- 0.87, N = 3 119.93 429.11 1. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie
OpenVINO Model: Vehicle Detection FP16-INT8 - Device: CPU OpenBenchmarking.org ms, Fewer Is Better OpenVINO 2023.2.dev Model: Vehicle Detection FP16-INT8 - Device: CPU TR 3990X System76 Thelio TR 7980X DIY Build 5 10 15 20 25 SE +/- 0.08, N = 3 SE +/- 0.01, N = 3 22.91 6.67 MIN: 12.08 / MAX: 49.52 MIN: 3.42 / MAX: 32 1. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie
OpenVINO Model: Vehicle Detection FP16-INT8 - Device: CPU OpenBenchmarking.org FPS, More Is Better OpenVINO 2023.2.dev Model: Vehicle Detection FP16-INT8 - Device: CPU TR 3990X System76 Thelio TR 7980X DIY Build 1000 2000 3000 4000 5000 SE +/- 4.83, N = 3 SE +/- 5.51, N = 3 1391.09 4727.16 1. (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.org ms, Fewer Is Better OpenVINO 2023.2.dev Model: Handwritten English Recognition FP16-INT8 - Device: CPU TR 3990X System76 Thelio TR 7980X DIY Build 30 60 90 120 150 SE +/- 0.47, N = 3 SE +/- 0.10, N = 3 124.25 37.31 MIN: 71.1 / MAX: 148.34 MIN: 21.65 / MAX: 56.7 1. (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.org FPS, More Is Better OpenVINO 2023.2.dev Model: Handwritten English Recognition FP16-INT8 - Device: CPU TR 3990X System76 Thelio TR 7980X DIY Build 400 800 1200 1600 2000 SE +/- 1.95, N = 3 SE +/- 4.52, N = 3 514.20 1711.04 1. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie
OSPRay Benchmark: gravity_spheres_volume/dim_512/scivis/real_time OpenBenchmarking.org Items Per Second, More Is Better OSPRay 2.12 Benchmark: gravity_spheres_volume/dim_512/scivis/real_time TR 3990X System76 Thelio TR 7980X DIY Build 5 10 15 20 25 SE +/- 0.00213, N = 3 SE +/- 0.03326, N = 3 6.82030 22.64460
OSPRay Benchmark: gravity_spheres_volume/dim_512/ao/real_time OpenBenchmarking.org Items Per Second, More Is Better OSPRay 2.12 Benchmark: gravity_spheres_volume/dim_512/ao/real_time TR 3990X System76 Thelio TR 7980X DIY Build 6 12 18 24 30 SE +/- 0.00671, N = 3 SE +/- 0.00283, N = 3 7.26101 23.42570
Neural Magic DeepSparse Model: BERT-Large, NLP Question Answering, Sparse INT8 - Scenario: Asynchronous Multi-Stream OpenBenchmarking.org ms/batch, Fewer Is Better Neural Magic DeepSparse 1.6 Model: BERT-Large, NLP Question Answering, Sparse INT8 - Scenario: Asynchronous Multi-Stream TR 3990X System76 Thelio TR 7980X DIY Build 14 28 42 56 70 SE +/- 0.03, N = 3 SE +/- 0.01, N = 3 61.98 19.70
OpenVINO Model: Face Detection Retail FP16-INT8 - Device: CPU OpenBenchmarking.org FPS, More Is Better OpenVINO 2023.2.dev Model: Face Detection Retail FP16-INT8 - Device: CPU TR 3990X System76 Thelio TR 7980X DIY Build 3K 6K 9K 12K 15K SE +/- 10.47, N = 3 SE +/- 23.14, N = 3 4296.88 13253.18 1. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie
PyTorch Device: CPU - Batch Size: 1 - Model: Efficientnet_v2_l OpenBenchmarking.org batches/sec, More Is Better PyTorch 2.1 Device: CPU - Batch Size: 1 - Model: Efficientnet_v2_l TR 3990X System76 Thelio TR 7980X DIY Build 3 6 9 12 15 SE +/- 0.02, N = 3 SE +/- 0.04, N = 3 4.34 12.87 MIN: 4.07 / MAX: 4.54 MIN: 12.56 / MAX: 13.11
PyTorch Device: CPU - Batch Size: 1 - Model: ResNet-50 OpenBenchmarking.org batches/sec, More Is Better PyTorch 2.1 Device: CPU - Batch Size: 1 - Model: ResNet-50 TR 3990X System76 Thelio TR 7980X DIY Build 13 26 39 52 65 SE +/- 0.15, N = 3 SE +/- 0.17, N = 3 20.25 59.79 MIN: 18.92 / MAX: 21.46 MIN: 54.43 / MAX: 61.61
PyTorch Device: CPU - Batch Size: 64 - Model: ResNet-50 OpenBenchmarking.org batches/sec, More Is Better PyTorch 2.1 Device: CPU - Batch Size: 64 - Model: ResNet-50 TR 3990X System76 Thelio TR 7980X DIY Build 11 22 33 44 55 SE +/- 0.20, N = 3 SE +/- 0.35, N = 3 16.49 48.39 MIN: 15.1 / MAX: 17.33 MIN: 44.46 / MAX: 50.22
OpenVINO Model: Road Segmentation ADAS FP16-INT8 - Device: CPU OpenBenchmarking.org ms, Fewer Is Better OpenVINO 2023.2.dev Model: Road Segmentation ADAS FP16-INT8 - Device: CPU TR 3990X System76 Thelio TR 7980X DIY Build 13 26 39 52 65 SE +/- 0.46, N = 15 SE +/- 0.02, N = 3 58.28 19.92 MIN: 26.07 / MAX: 102.47 MIN: 12.32 / MAX: 32.17 1. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie
OpenVINO Model: Road Segmentation ADAS FP16-INT8 - Device: CPU OpenBenchmarking.org FPS, More Is Better OpenVINO 2023.2.dev Model: Road Segmentation ADAS FP16-INT8 - Device: CPU TR 3990X System76 Thelio TR 7980X DIY Build 300 600 900 1200 1500 SE +/- 4.39, N = 15 SE +/- 1.27, N = 3 548.40 1601.38 1. (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.org ms, Fewer Is Better OpenVINO 2023.2.dev Model: Age Gender Recognition Retail 0013 FP16-INT8 - Device: CPU TR 3990X System76 Thelio TR 7980X DIY Build 0.2565 0.513 0.7695 1.026 1.2825 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 1.14 0.40 MIN: 0.58 / MAX: 11.74 MIN: 0.18 / MAX: 27.23 1. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie
PyTorch Device: CPU - Batch Size: 64 - Model: ResNet-152 OpenBenchmarking.org batches/sec, More Is Better PyTorch 2.1 Device: CPU - Batch Size: 64 - Model: ResNet-152 TR 3990X System76 Thelio TR 7980X DIY Build 5 10 15 20 25 SE +/- 0.09, N = 3 SE +/- 0.15, N = 3 6.78 19.05 MIN: 6.01 / MAX: 7.11 MIN: 18.34 / MAX: 19.48
PyTorch Device: CPU - Batch Size: 64 - Model: Efficientnet_v2_l OpenBenchmarking.org batches/sec, More Is Better PyTorch 2.1 Device: CPU - Batch Size: 64 - Model: Efficientnet_v2_l TR 3990X System76 Thelio TR 7980X DIY Build 2 4 6 8 10 SE +/- 0.03, N = 3 SE +/- 0.02, N = 3 2.95 8.23 MIN: 2.79 / MAX: 3.12 MIN: 6.24 / MAX: 8.41
OpenVINO Model: Person Vehicle Bike Detection FP16 - Device: CPU OpenBenchmarking.org ms, Fewer Is Better OpenVINO 2023.2.dev Model: Person Vehicle Bike Detection FP16 - Device: CPU TR 3990X System76 Thelio TR 7980X DIY Build 5 10 15 20 25 SE +/- 0.08, N = 3 SE +/- 0.01, N = 3 20.85 7.48 MIN: 11.83 / MAX: 44.86 MIN: 4.13 / MAX: 17.57 1. (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.org FPS, More Is Better OpenVINO 2023.2.dev Model: Person Vehicle Bike Detection FP16 - Device: CPU TR 3990X System76 Thelio TR 7980X DIY Build 900 1800 2700 3600 4500 SE +/- 6.05, N = 3 SE +/- 6.56, N = 3 1529.19 4215.15 1. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie
PyTorch Device: CPU - Batch Size: 1 - Model: ResNet-152 OpenBenchmarking.org batches/sec, More Is Better PyTorch 2.1 Device: CPU - Batch Size: 1 - Model: ResNet-152 TR 3990X System76 Thelio TR 7980X DIY Build 5 10 15 20 25 SE +/- 0.09, N = 3 SE +/- 0.12, N = 3 8.23 22.08 MIN: 7.92 / MAX: 8.51 MIN: 21.34 / MAX: 22.48
OpenVINO Model: Age Gender Recognition Retail 0013 FP16-INT8 - Device: CPU OpenBenchmarking.org FPS, More Is Better OpenVINO 2023.2.dev Model: Age Gender Recognition Retail 0013 FP16-INT8 - Device: CPU TR 3990X System76 Thelio TR 7980X DIY Build 20K 40K 60K 80K 100K SE +/- 40.80, N = 3 SE +/- 340.10, N = 3 42563.23 112465.33 1. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie
7-Zip Compression Test: Compression Rating OpenBenchmarking.org MIPS, More Is Better 7-Zip Compression 22.01 Test: Compression Rating TR 3990X System76 Thelio TR 7980X DIY Build 90K 180K 270K 360K 450K SE +/- 158.08, N = 3 SE +/- 469.56, N = 3 173970 443349 1. (CXX) g++ options: -lpthread -ldl -O2 -fPIC
Embree Binary: Pathtracer ISPC - Model: Asian Dragon OpenBenchmarking.org Frames Per Second, More Is Better Embree 4.3 Binary: Pathtracer ISPC - Model: Asian Dragon TR 3990X System76 Thelio TR 7980X DIY Build 20 40 60 80 100 SE +/- 0.04, N = 3 SE +/- 0.08, N = 6 41.33 103.91 MIN: 40.86 / MAX: 42.73 MIN: 102.79 / MAX: 105.67
Neural Magic DeepSparse Model: CV Detection, YOLOv5s COCO - Scenario: Asynchronous Multi-Stream OpenBenchmarking.org ms/batch, Fewer Is Better Neural Magic DeepSparse 1.6 Model: CV Detection, YOLOv5s COCO - Scenario: Asynchronous Multi-Stream TR 3990X System76 Thelio TR 7980X DIY Build 30 60 90 120 150 SE +/- 0.45, N = 3 SE +/- 0.10, N = 3 153.69 61.21
Neural Magic DeepSparse Model: CV Detection, YOLOv5s COCO, Sparse INT8 - Scenario: Asynchronous Multi-Stream OpenBenchmarking.org ms/batch, Fewer Is Better Neural Magic DeepSparse 1.6 Model: CV Detection, YOLOv5s COCO, Sparse INT8 - Scenario: Asynchronous Multi-Stream TR 3990X System76 Thelio TR 7980X DIY Build 30 60 90 120 150 SE +/- 0.87, N = 3 SE +/- 0.05, N = 3 148.80 59.88
Neural Magic DeepSparse Model: ResNet-50, Baseline - Scenario: Asynchronous Multi-Stream OpenBenchmarking.org ms/batch, Fewer Is Better Neural Magic DeepSparse 1.6 Model: ResNet-50, Baseline - Scenario: Asynchronous Multi-Stream TR 3990X System76 Thelio TR 7980X DIY Build 16 32 48 64 80 SE +/- 0.08, N = 3 SE +/- 0.01, N = 3 70.55 28.54
Neural Magic DeepSparse Model: CV Classification, ResNet-50 ImageNet - Scenario: Asynchronous Multi-Stream OpenBenchmarking.org ms/batch, Fewer Is Better Neural Magic DeepSparse 1.6 Model: CV Classification, ResNet-50 ImageNet - Scenario: Asynchronous Multi-Stream TR 3990X System76 Thelio TR 7980X DIY Build 16 32 48 64 80 SE +/- 0.07, N = 3 SE +/- 0.02, N = 3 70.37 28.54
Meta Performance Per Watts Performance Per Watts OpenBenchmarking.org Performance Per Watts, More Is Better Meta Performance Per Watts Performance Per Watts TR 3990X System76 Thelio TR 7980X DIY Build 20 40 60 80 100 41.70 99.29
OSPRay Benchmark: gravity_spheres_volume/dim_512/pathtracer/real_time OpenBenchmarking.org Items Per Second, More Is Better OSPRay 2.12 Benchmark: gravity_spheres_volume/dim_512/pathtracer/real_time TR 3990X System76 Thelio TR 7980X DIY Build 6 12 18 24 30 SE +/- 0.01, N = 3 SE +/- 0.03, N = 3 11.14 26.51
Neural Magic DeepSparse Model: NLP Document Classification, oBERT base uncased on IMDB - Scenario: Asynchronous Multi-Stream OpenBenchmarking.org ms/batch, Fewer Is Better Neural Magic DeepSparse 1.6 Model: NLP Document Classification, oBERT base uncased on IMDB - Scenario: Asynchronous Multi-Stream TR 3990X System76 Thelio TR 7980X DIY Build 200 400 600 800 1000 SE +/- 9.47, N = 3 SE +/- 0.17, N = 3 832.62 359.86
Llama.cpp Model: llama-2-13b.Q4_0.gguf OpenBenchmarking.org Tokens Per Second, More Is Better Llama.cpp b1808 Model: llama-2-13b.Q4_0.gguf TR 3990X System76 Thelio TR 7980X DIY Build 5 10 15 20 25 SE +/- 0.00, N = 3 SE +/- 0.05, N = 3 8.01 18.43 1. (CXX) g++ options: -std=c++11 -fPIC -O3 -pthread -march=native -mtune=native -lopenblas
OpenRadioss Model: Chrysler Neon 1M OpenBenchmarking.org Seconds, Fewer Is Better OpenRadioss 2023.09.15 Model: Chrysler Neon 1M TR 3990X System76 Thelio TR 7980X DIY Build 140 280 420 560 700 SE +/- 0.33, N = 3 SE +/- 3.99, N = 3 671.04 292.06
Neural Magic DeepSparse Model: NLP Token Classification, BERT base uncased conll2003 - Scenario: Asynchronous Multi-Stream OpenBenchmarking.org ms/batch, Fewer Is Better Neural Magic DeepSparse 1.6 Model: NLP Token Classification, BERT base uncased conll2003 - Scenario: Asynchronous Multi-Stream TR 3990X System76 Thelio TR 7980X DIY Build 200 400 600 800 1000 SE +/- 4.97, N = 3 SE +/- 0.44, N = 3 816.65 359.86
Neural Magic DeepSparse Model: BERT-Large, NLP Question Answering - Scenario: Asynchronous Multi-Stream OpenBenchmarking.org ms/batch, Fewer Is Better Neural Magic DeepSparse 1.6 Model: BERT-Large, NLP Question Answering - Scenario: Asynchronous Multi-Stream TR 3990X System76 Thelio TR 7980X DIY Build 140 280 420 560 700 SE +/- 0.05, N = 3 SE +/- 0.18, N = 3 641.77 288.58
OpenFOAM Input: drivaerFastback, Medium Mesh Size - Execution Time OpenBenchmarking.org Seconds, Fewer Is Better OpenFOAM 10 Input: drivaerFastback, Medium Mesh Size - Execution Time TR 3990X System76 Thelio TR 7980X DIY Build 300 600 900 1200 1500 1362.36 617.27 1. (CXX) g++ options: -std=c++14 -m64 -O3 -ftemplate-depth-100 -fPIC -fuse-ld=bfd -Xlinker --add-needed --no-as-needed -lfoamToVTK -ldynamicMesh -llagrangian -lgenericPatchFields -lfileFormats -lOpenFOAM -ldl -lm
Neural Magic DeepSparse Model: NLP Text Classification, DistilBERT mnli - Scenario: Asynchronous Multi-Stream OpenBenchmarking.org ms/batch, Fewer Is Better Neural Magic DeepSparse 1.6 Model: NLP Text Classification, DistilBERT mnli - Scenario: Asynchronous Multi-Stream TR 3990X System76 Thelio TR 7980X DIY Build 20 40 60 80 100 SE +/- 0.04, N = 3 SE +/- 0.01, N = 3 92.58 41.96
Llama.cpp Model: llama-2-7b.Q4_0.gguf OpenBenchmarking.org Tokens Per Second, More Is Better Llama.cpp b1808 Model: llama-2-7b.Q4_0.gguf TR 3990X System76 Thelio TR 7980X DIY Build 7 14 21 28 35 SE +/- 0.00, N = 3 SE +/- 0.02, N = 3 14.00 30.78 1. (CXX) g++ options: -std=c++11 -fPIC -O3 -pthread -march=native -mtune=native -lopenblas
Llama.cpp Model: llama-2-70b-chat.Q5_0.gguf OpenBenchmarking.org Tokens Per Second, More Is Better Llama.cpp b1808 Model: llama-2-70b-chat.Q5_0.gguf TR 3990X System76 Thelio TR 7980X DIY Build 0.684 1.368 2.052 2.736 3.42 SE +/- 0.00, N = 3 SE +/- 0.03, N = 12 1.45 3.04 1. (CXX) g++ options: -std=c++11 -fPIC -O3 -pthread -march=native -mtune=native -lopenblas
SVT-AV1 Encoder Mode: Preset 8 - Input: Bosphorus 4K OpenBenchmarking.org Frames Per Second, More Is Better SVT-AV1 1.8 Encoder Mode: Preset 8 - Input: Bosphorus 4K TR 3990X System76 Thelio TR 7980X DIY Build 20 40 60 80 100 SE +/- 0.07, N = 3 SE +/- 0.28, N = 5 43.55 90.45 1. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq
OpenRadioss Model: Cell Phone Drop Test OpenBenchmarking.org Seconds, Fewer Is Better OpenRadioss 2023.09.15 Model: Cell Phone Drop Test TR 3990X System76 Thelio TR 7980X DIY Build 11 22 33 44 55 SE +/- 0.36, N = 3 SE +/- 0.10, N = 3 48.31 23.41
OpenFOAM Input: drivaerFastback, Small Mesh Size - Execution Time OpenBenchmarking.org Seconds, Fewer Is Better OpenFOAM 10 Input: drivaerFastback, Small Mesh Size - Execution Time TR 3990X System76 Thelio TR 7980X DIY Build 16 32 48 64 80 74.11 36.86 1. (CXX) g++ options: -std=c++14 -m64 -O3 -ftemplate-depth-100 -fPIC -fuse-ld=bfd -Xlinker --add-needed --no-as-needed -lfoamToVTK -ldynamicMesh -llagrangian -lgenericPatchFields -lfileFormats -lOpenFOAM -ldl -lm
SVT-AV1 Encoder Mode: Preset 4 - Input: Bosphorus 4K OpenBenchmarking.org Frames Per Second, More Is Better SVT-AV1 1.8 Encoder Mode: Preset 4 - Input: Bosphorus 4K TR 3990X System76 Thelio TR 7980X DIY Build 3 6 9 12 15 SE +/- 0.020, N = 3 SE +/- 0.001, N = 3 4.675 9.246 1. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq
Embree Binary: Pathtracer ISPC - Model: Crown OpenBenchmarking.org Frames Per Second, More Is Better Embree 4.3 Binary: Pathtracer ISPC - Model: Crown TR 3990X System76 Thelio TR 7980X DIY Build 20 40 60 80 100 SE +/- 0.10, N = 4 SE +/- 0.17, N = 6 47.90 93.46 MIN: 47.07 / MAX: 49.79 MIN: 91.73 / MAX: 95.85
Numpy Benchmark OpenBenchmarking.org Score, More Is Better Numpy Benchmark TR 3990X System76 Thelio TR 7980X DIY Build 160 320 480 640 800 SE +/- 0.25, N = 3 SE +/- 1.70, N = 3 391.71 753.68
Blender Blend File: Barbershop - Compute: CPU-Only OpenBenchmarking.org Seconds, Fewer Is Better Blender 4.0 Blend File: Barbershop - Compute: CPU-Only TR 3990X System76 Thelio TR 7980X DIY Build 70 140 210 280 350 SE +/- 1.16, N = 3 SE +/- 0.09, N = 3 309.06 166.88
Neural Magic DeepSparse Model: NLP Text Classification, DistilBERT mnli - Scenario: Asynchronous Multi-Stream OpenBenchmarking.org items/sec, More Is Better Neural Magic DeepSparse 1.6 Model: NLP Text Classification, DistilBERT mnli - Scenario: Asynchronous Multi-Stream TR 3990X System76 Thelio TR 7980X DIY Build 80 160 240 320 400 SE +/- 0.16, N = 3 SE +/- 0.04, N = 3 345.44 190.48
Chaos Group V-RAY Mode: CPU OpenBenchmarking.org vsamples, More Is Better Chaos Group V-RAY 5.02 Mode: CPU TR 3990X System76 Thelio TR 7980X DIY Build 20K 40K 60K 80K 100K SE +/- 331.05, N = 15 SE +/- 667.39, N = 3 48871 88574
Neural Magic DeepSparse Model: BERT-Large, NLP Question Answering - Scenario: Asynchronous Multi-Stream OpenBenchmarking.org items/sec, More Is Better Neural Magic DeepSparse 1.6 Model: BERT-Large, NLP Question Answering - Scenario: Asynchronous Multi-Stream TR 3990X System76 Thelio TR 7980X DIY Build 11 22 33 44 55 SE +/- 0.00, N = 3 SE +/- 0.04, N = 3 49.85 27.67
OpenRadioss Model: INIVOL and Fluid Structure Interaction Drop Container OpenBenchmarking.org Seconds, Fewer Is Better OpenRadioss 2023.09.15 Model: INIVOL and Fluid Structure Interaction Drop Container TR 3990X System76 Thelio TR 7980X DIY Build 40 80 120 160 200 SE +/- 0.44, N = 3 SE +/- 0.12, N = 3 204.54 115.12
OpenFOAM Input: drivaerFastback, Medium Mesh Size - Mesh Time OpenBenchmarking.org Seconds, Fewer Is Better OpenFOAM 10 Input: drivaerFastback, Medium Mesh Size - Mesh Time TR 3990X System76 Thelio TR 7980X DIY Build 40 80 120 160 200 184.71 104.60 1. (CXX) g++ options: -std=c++14 -m64 -O3 -ftemplate-depth-100 -fPIC -fuse-ld=bfd -Xlinker --add-needed --no-as-needed -lfoamToVTK -ldynamicMesh -llagrangian -lgenericPatchFields -lfileFormats -lOpenFOAM -ldl -lm
OpenRadioss Model: Rubber O-Ring Seal Installation OpenBenchmarking.org Seconds, Fewer Is Better OpenRadioss 2023.09.15 Model: Rubber O-Ring Seal Installation TR 3990X System76 Thelio TR 7980X DIY Build 20 40 60 80 100 SE +/- 0.07, N = 3 SE +/- 0.34, N = 3 93.61 53.18
Neural Magic DeepSparse Model: NLP Token Classification, BERT base uncased conll2003 - Scenario: Asynchronous Multi-Stream OpenBenchmarking.org items/sec, More Is Better Neural Magic DeepSparse 1.6 Model: NLP Token Classification, BERT base uncased conll2003 - Scenario: Asynchronous Multi-Stream TR 3990X System76 Thelio TR 7980X DIY Build 9 18 27 36 45 SE +/- 0.26, N = 3 SE +/- 0.03, N = 3 38.88 22.21
Blender Blend File: Classroom - Compute: CPU-Only OpenBenchmarking.org Seconds, Fewer Is Better Blender 4.0 Blend File: Classroom - Compute: CPU-Only TR 3990X System76 Thelio TR 7980X DIY Build 20 40 60 80 100 SE +/- 0.56, N = 3 SE +/- 0.15, N = 3 82.54 47.15
Neural Magic DeepSparse Model: NLP Document Classification, oBERT base uncased on IMDB - Scenario: Asynchronous Multi-Stream OpenBenchmarking.org items/sec, More Is Better Neural Magic DeepSparse 1.6 Model: NLP Document Classification, oBERT base uncased on IMDB - Scenario: Asynchronous Multi-Stream TR 3990X System76 Thelio TR 7980X DIY Build 9 18 27 36 45 SE +/- 0.45, N = 3 SE +/- 0.03, N = 3 38.22 22.20
Blender Blend File: Pabellon Barcelona - Compute: CPU-Only OpenBenchmarking.org Seconds, Fewer Is Better Blender 4.0 Blend File: Pabellon Barcelona - Compute: CPU-Only TR 3990X System76 Thelio TR 7980X DIY Build 20 40 60 80 100 SE +/- 0.24, N = 3 SE +/- 0.15, N = 3 96.76 57.94
Timed LLVM Compilation Build System: Ninja OpenBenchmarking.org Seconds, Fewer Is Better Timed LLVM Compilation 16.0 Build System: Ninja TR 3990X System76 Thelio TR 7980X DIY Build 40 80 120 160 200 SE +/- 0.18, N = 3 SE +/- 0.22, N = 3 204.00 122.23
Timed FFmpeg Compilation Time To Compile OpenBenchmarking.org Seconds, Fewer Is Better Timed FFmpeg Compilation 6.1 Time To Compile TR 3990X System76 Thelio TR 7980X DIY Build 5 10 15 20 25 SE +/- 0.05, N = 3 SE +/- 0.03, N = 4 19.38 11.67
Blender Blend File: BMW27 - Compute: CPU-Only OpenBenchmarking.org Seconds, Fewer Is Better Blender 4.0 Blend File: BMW27 - Compute: CPU-Only TR 3990X System76 Thelio TR 7980X DIY Build 7 14 21 28 35 SE +/- 0.09, N = 3 SE +/- 0.03, N = 3 30.43 18.47
Timed Godot Game Engine Compilation Time To Compile OpenBenchmarking.org Seconds, Fewer Is Better Timed Godot Game Engine Compilation 4.0 Time To Compile TR 3990X System76 Thelio TR 7980X DIY Build 30 60 90 120 150 SE +/- 0.30, N = 3 SE +/- 0.14, N = 3 131.36 79.84
Timed Node.js Compilation Time To Compile OpenBenchmarking.org Seconds, Fewer Is Better Timed Node.js Compilation 19.8.1 Time To Compile TR 3990X System76 Thelio TR 7980X DIY Build 40 80 120 160 200 SE +/- 1.78, N = 3 SE +/- 0.78, N = 3 185.54 113.78
Neural Magic DeepSparse Model: CV Classification, ResNet-50 ImageNet - Scenario: Asynchronous Multi-Stream OpenBenchmarking.org items/sec, More Is Better Neural Magic DeepSparse 1.6 Model: CV Classification, ResNet-50 ImageNet - Scenario: Asynchronous Multi-Stream TR 3990X System76 Thelio TR 7980X DIY Build 100 200 300 400 500 SE +/- 0.42, N = 3 SE +/- 0.18, N = 3 454.44 280.00
Neural Magic DeepSparse Model: ResNet-50, Baseline - Scenario: Asynchronous Multi-Stream OpenBenchmarking.org items/sec, More Is Better Neural Magic DeepSparse 1.6 Model: ResNet-50, Baseline - Scenario: Asynchronous Multi-Stream TR 3990X System76 Thelio TR 7980X DIY Build 100 200 300 400 500 SE +/- 0.51, N = 3 SE +/- 0.06, N = 3 453.26 280.03
Neural Magic DeepSparse Model: CV Detection, YOLOv5s COCO, Sparse INT8 - Scenario: Asynchronous Multi-Stream OpenBenchmarking.org items/sec, More Is Better Neural Magic DeepSparse 1.6 Model: CV Detection, YOLOv5s COCO, Sparse INT8 - Scenario: Asynchronous Multi-Stream TR 3990X System76 Thelio TR 7980X DIY Build 50 100 150 200 250 SE +/- 1.30, N = 3 SE +/- 0.12, N = 3 214.60 133.54
OpenVINO Model: Face Detection Retail FP16-INT8 - Device: CPU OpenBenchmarking.org ms, Fewer Is Better OpenVINO 2023.2.dev Model: Face Detection Retail FP16-INT8 - Device: CPU TR 3990X System76 Thelio TR 7980X DIY Build 2 4 6 8 10 SE +/- 0.02, N = 3 SE +/- 0.01, N = 3 7.34 4.60 MIN: 4.14 / MAX: 22.27 MIN: 2.13 / MAX: 19.82 1. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie
Neural Magic DeepSparse Model: CV Detection, YOLOv5s COCO - Scenario: Asynchronous Multi-Stream OpenBenchmarking.org items/sec, More Is Better Neural Magic DeepSparse 1.6 Model: CV Detection, YOLOv5s COCO - Scenario: Asynchronous Multi-Stream TR 3990X System76 Thelio TR 7980X DIY Build 50 100 150 200 250 SE +/- 0.61, N = 3 SE +/- 0.20, N = 3 207.71 130.59
OSPRay Benchmark: particle_volume/pathtracer/real_time OpenBenchmarking.org Items Per Second, More Is Better OSPRay 2.12 Benchmark: particle_volume/pathtracer/real_time TR 3990X System76 Thelio TR 7980X DIY Build 50 100 150 200 250 SE +/- 0.24, N = 3 SE +/- 0.48, N = 3 151.05 239.32
Blender Blend File: Fishy Cat - Compute: CPU-Only OpenBenchmarking.org Seconds, Fewer Is Better Blender 4.0 Blend File: Fishy Cat - Compute: CPU-Only TR 3990X System76 Thelio TR 7980X DIY Build 9 18 27 36 45 SE +/- 0.10, N = 3 SE +/- 0.09, N = 3 37.56 23.80
Timed Gem5 Compilation Time To Compile OpenBenchmarking.org Seconds, Fewer Is Better Timed Gem5 Compilation 23.0.1 Time To Compile TR 3990X System76 Thelio TR 7980X DIY Build 60 120 180 240 300 SE +/- 1.78, N = 3 SE +/- 2.15, N = 3 281.54 178.79
OSPRay Benchmark: particle_volume/scivis/real_time OpenBenchmarking.org Items Per Second, More Is Better OSPRay 2.12 Benchmark: particle_volume/scivis/real_time TR 3990X System76 Thelio TR 7980X DIY Build 5 10 15 20 25 SE +/- 0.01, N = 3 SE +/- 0.01, N = 3 14.48 22.58
IndigoBench Acceleration: CPU - Scene: Supercar OpenBenchmarking.org M samples/s, More Is Better IndigoBench 4.4 Acceleration: CPU - Scene: Supercar TR 3990X System76 Thelio TR 7980X DIY Build 8 16 24 32 40 SE +/- 0.07, N = 3 SE +/- 0.02, N = 3 22.16 34.45
Timed Linux Kernel Compilation Build: allmodconfig OpenBenchmarking.org Seconds, Fewer Is Better Timed Linux Kernel Compilation 6.1 Build: allmodconfig TR 3990X System76 Thelio TR 7980X DIY Build 70 140 210 280 350 SE +/- 0.52, N = 3 SE +/- 0.36, N = 3 335.74 216.69
QuantLib Configuration: Multi-Threaded OpenBenchmarking.org MFLOPS, More Is Better QuantLib 1.32 Configuration: Multi-Threaded TR 3990X System76 Thelio TR 7980X DIY Build 50K 100K 150K 200K 250K SE +/- 434.08, N = 3 SE +/- 97.04, N = 3 159470.1 245683.2 1. (CXX) g++ options: -O3 -march=native -fPIE -pie
OSPRay Benchmark: particle_volume/ao/real_time OpenBenchmarking.org Items Per Second, More Is Better OSPRay 2.12 Benchmark: particle_volume/ao/real_time TR 3990X System76 Thelio TR 7980X DIY Build 5 10 15 20 25 SE +/- 0.00, N = 3 SE +/- 0.03, N = 3 14.65 22.53
IndigoBench Acceleration: CPU - Scene: Bedroom OpenBenchmarking.org M samples/s, More Is Better IndigoBench 4.4 Acceleration: CPU - Scene: Bedroom TR 3990X System76 Thelio TR 7980X DIY Build 4 8 12 16 20 SE +/- 0.00, N = 3 SE +/- 0.03, N = 3 10.24 15.70
Timed Linux Kernel Compilation Build: defconfig OpenBenchmarking.org Seconds, Fewer Is Better Timed Linux Kernel Compilation 6.1 Build: defconfig TR 3990X System76 Thelio TR 7980X DIY Build 8 16 24 32 40 SE +/- 0.29, N = 9 SE +/- 0.23, N = 6 35.86 23.41
TensorFlow Device: CPU - Batch Size: 1 - Model: ResNet-50 OpenBenchmarking.org images/sec, More Is Better TensorFlow 2.12 Device: CPU - Batch Size: 1 - Model: ResNet-50 TR 3990X System76 Thelio TR 7980X DIY Build 2 4 6 8 10 SE +/- 0.01, N = 3 SE +/- 0.02, N = 3 5.00 7.62
SVT-AV1 Encoder Mode: Preset 12 - Input: Bosphorus 4K OpenBenchmarking.org Frames Per Second, More Is Better SVT-AV1 1.8 Encoder Mode: Preset 12 - Input: Bosphorus 4K TR 3990X System76 Thelio TR 7980X DIY Build 40 80 120 160 200 SE +/- 0.33, N = 5 SE +/- 1.52, N = 15 130.63 198.74 1. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq
OpenRadioss Model: Bird Strike on Windshield OpenBenchmarking.org Seconds, Fewer Is Better OpenRadioss 2023.09.15 Model: Bird Strike on Windshield TR 3990X System76 Thelio TR 7980X DIY Build 30 60 90 120 150 SE +/- 0.67, N = 3 SE +/- 0.68, N = 3 153.62 105.42
OpenFOAM Input: drivaerFastback, Small Mesh Size - Mesh Time OpenBenchmarking.org Seconds, Fewer Is Better OpenFOAM 10 Input: drivaerFastback, Small Mesh Size - Mesh Time TR 3990X System76 Thelio TR 7980X DIY Build 7 14 21 28 35 28.37 19.55 1. (CXX) g++ options: -std=c++14 -m64 -O3 -ftemplate-depth-100 -fPIC -fuse-ld=bfd -Xlinker --add-needed --no-as-needed -lfoamToVTK -ldynamicMesh -llagrangian -lgenericPatchFields -lfileFormats -lOpenFOAM -ldl -lm
7-Zip Compression Test: Decompression Rating OpenBenchmarking.org MIPS, More Is Better 7-Zip Compression 22.01 Test: Decompression Rating TR 3990X System76 Thelio TR 7980X DIY Build 110K 220K 330K 440K 550K SE +/- 687.51, N = 3 SE +/- 1196.73, N = 3 364981 529231 1. (CXX) g++ options: -lpthread -ldl -O2 -fPIC
OpenRadioss Model: Bumper Beam OpenBenchmarking.org Seconds, Fewer Is Better OpenRadioss 2023.09.15 Model: Bumper Beam TR 3990X System76 Thelio TR 7980X DIY Build 20 40 60 80 100 SE +/- 0.27, N = 3 SE +/- 0.65, N = 3 104.16 75.61
Whisper.cpp Model: ggml-medium.en - Input: 2016 State of the Union OpenBenchmarking.org Seconds, Fewer Is Better Whisper.cpp 1.4 Model: ggml-medium.en - Input: 2016 State of the Union TR 3990X System76 Thelio TR 7980X DIY Build 300 600 900 1200 1500 SE +/- 11.88, N = 7 SE +/- 4.81, N = 3 1259.41 925.98 1. (CXX) g++ options: -O3 -std=c++11 -fPIC -pthread
Neural Magic DeepSparse Model: BERT-Large, NLP Question Answering, Sparse INT8 - Scenario: Asynchronous Multi-Stream OpenBenchmarking.org items/sec, More Is Better Neural Magic DeepSparse 1.6 Model: BERT-Large, NLP Question Answering, Sparse INT8 - Scenario: Asynchronous Multi-Stream TR 3990X System76 Thelio TR 7980X DIY Build 110 220 330 440 550 SE +/- 0.24, N = 3 SE +/- 0.14, N = 3 515.53 405.48
Neural Magic DeepSparse Model: ResNet-50, Sparse INT8 - Scenario: Asynchronous Multi-Stream OpenBenchmarking.org items/sec, More Is Better Neural Magic DeepSparse 1.6 Model: ResNet-50, Sparse INT8 - Scenario: Asynchronous Multi-Stream TR 3990X System76 Thelio TR 7980X DIY Build 600 1200 1800 2400 3000 SE +/- 11.68, N = 3 SE +/- 9.01, N = 3 2645.31 2372.17
Neural Magic DeepSparse Model: NLP Text Classification, BERT base uncased SST2, Sparse INT8 - Scenario: Asynchronous Multi-Stream OpenBenchmarking.org items/sec, More Is Better Neural Magic DeepSparse 1.6 Model: NLP Text Classification, BERT base uncased SST2, Sparse INT8 - Scenario: Asynchronous Multi-Stream TR 3990X System76 Thelio TR 7980X DIY Build 200 400 600 800 1000 SE +/- 2.12, N = 3 SE +/- 1.13, N = 3 1003.66 905.41
Neural Magic DeepSparse Model: CV Segmentation, 90% Pruned YOLACT Pruned - Scenario: Asynchronous Multi-Stream OpenBenchmarking.org items/sec, More Is Better Neural Magic DeepSparse 1.6 Model: CV Segmentation, 90% Pruned YOLACT Pruned - Scenario: Asynchronous Multi-Stream TR 3990X System76 Thelio TR 7980X DIY Build 10 20 30 40 50 SE +/- 0.09, N = 3 SE +/- 0.02, N = 3 43.99 41.92
CPU Temperature Monitor Phoronix Test Suite System Monitoring OpenBenchmarking.org Celsius CPU Temperature Monitor Phoronix Test Suite System Monitoring TR 3990X System76 Thelio TR 7980X DIY Build 20 40 60 80 100 Min: 42.25 / Avg: 65.24 / Max: 89 Min: 36.88 / Avg: 64.84 / Max: 94.75
CPU Power Consumption Monitor Phoronix Test Suite System Monitoring OpenBenchmarking.org Watts CPU Power Consumption Monitor Phoronix Test Suite System Monitoring TR 3990X System76 Thelio TR 7980X DIY Build 70 140 210 280 350 Min: 27.29 / Avg: 256.14 / Max: 305.51 Min: 39.88 / Avg: 305.94 / Max: 372.82
CPU Peak Freq (Highest CPU Core Frequency) Monitor Phoronix Test Suite System Monitoring OpenBenchmarking.org Megahertz CPU Peak Freq (Highest CPU Core Frequency) Monitor Phoronix Test Suite System Monitoring TR 3990X System76 Thelio TR 7980X DIY Build 1000 2000 3000 4000 5000 Min: 2196 / Avg: 3527.76 / Max: 4330 Min: 545 / Avg: 4217.07 / Max: 5617
SVT-AV1 CPU Temperature Monitor Min Avg Max TR 3990X System76 Thelio 45.8 63.1 77.5 TR 7980X DIY Build 42.8 61.0 89.3 OpenBenchmarking.org Celsius, Fewer Is Better SVT-AV1 1.8 CPU Temperature Monitor 20 40 60 80 100
SVT-AV1 CPU Power Consumption Monitor Min Avg Max TR 3990X System76 Thelio 53.0 201.1 284.9 TR 7980X DIY Build 80.2 216.1 333.3 OpenBenchmarking.org Watts, Fewer Is Better SVT-AV1 1.8 CPU Power Consumption Monitor 80 160 240 320 400
SVT-AV1 CPU Peak Freq (Highest CPU Core Frequency) Monitor Min Avg Max TR 3990X System76 Thelio 2900 3863 4330 TR 7980X DIY Build 545 4335 5427 OpenBenchmarking.org Megahertz, More Is Better SVT-AV1 1.8 CPU Peak Freq (Highest CPU Core Frequency) Monitor 1400 2800 4200 5600 7000
SVT-AV1 Encoder Mode: Preset 4 - Input: Bosphorus 4K OpenBenchmarking.org Frames Per Second Per Watt, More Is Better SVT-AV1 1.8 Encoder Mode: Preset 4 - Input: Bosphorus 4K TR 3990X System76 Thelio TR 7980X DIY Build 0.0097 0.0194 0.0291 0.0388 0.0485 0.023 0.043
SVT-AV1 CPU Temperature Monitor Min Avg Max TR 3990X System76 Thelio 47.5 59.0 70.3 TR 7980X DIY Build 41.0 54.5 73.3 OpenBenchmarking.org Celsius, Fewer Is Better SVT-AV1 1.8 CPU Temperature Monitor 20 40 60 80 100
SVT-AV1 CPU Power Consumption Monitor Min Avg Max TR 3990X System76 Thelio 52.7 189.5 280.8 TR 7980X DIY Build 79.1 200.0 324.2 OpenBenchmarking.org Watts, Fewer Is Better SVT-AV1 1.8 CPU Power Consumption Monitor 80 160 240 320 400
SVT-AV1 CPU Peak Freq (Highest CPU Core Frequency) Monitor Min Avg Max TR 3990X System76 Thelio 2800 3649 4252 TR 7980X DIY Build 545 3753 5342 OpenBenchmarking.org Megahertz, More Is Better SVT-AV1 1.8 CPU Peak Freq (Highest CPU Core Frequency) Monitor 1300 2600 3900 5200 6500
SVT-AV1 Encoder Mode: Preset 8 - Input: Bosphorus 4K OpenBenchmarking.org Frames Per Second Per Watt, More Is Better SVT-AV1 1.8 Encoder Mode: Preset 8 - Input: Bosphorus 4K TR 3990X System76 Thelio TR 7980X DIY Build 0.1017 0.2034 0.3051 0.4068 0.5085 0.230 0.452
SVT-AV1 CPU Temperature Monitor Min Avg Max TR 3990X System76 Thelio 47.5 53.4 62.8 TR 7980X DIY Build 41.9 48.4 69.6 OpenBenchmarking.org Celsius, Fewer Is Better SVT-AV1 1.8 CPU Temperature Monitor 20 40 60 80 100
SVT-AV1 CPU Power Consumption Monitor Min Avg Max TR 3990X System76 Thelio 53.3 137.7 267.0 TR 7980X DIY Build 41.1 151.4 277.5 OpenBenchmarking.org Watts, Fewer Is Better SVT-AV1 1.8 CPU Power Consumption Monitor 70 140 210 280 350
SVT-AV1 CPU Peak Freq (Highest CPU Core Frequency) Monitor Min Avg Max TR 3990X System76 Thelio 2200 3730 4241 TR 7980X DIY Build 545 3755 5342 OpenBenchmarking.org Megahertz, More Is Better SVT-AV1 1.8 CPU Peak Freq (Highest CPU Core Frequency) Monitor 1300 2600 3900 5200 6500
SVT-AV1 Encoder Mode: Preset 12 - Input: Bosphorus 4K OpenBenchmarking.org Frames Per Second Per Watt, More Is Better SVT-AV1 1.8 Encoder Mode: Preset 12 - Input: Bosphorus 4K TR 3990X System76 Thelio TR 7980X DIY Build 0.2954 0.5908 0.8862 1.1816 1.477 0.949 1.313
SVT-AV1 CPU Temperature Monitor Min Avg Max TR 3990X System76 Thelio 50.0 55.4 67.0 TR 7980X DIY Build 43.6 48.9 65.6 OpenBenchmarking.org Celsius, Fewer Is Better SVT-AV1 1.8 CPU Temperature Monitor 20 40 60 80 100
SVT-AV1 CPU Power Consumption Monitor Min Avg Max TR 3990X System76 Thelio 53.9 139.6 271.7 TR 7980X DIY Build 79.4 151.8 284.4 OpenBenchmarking.org Watts, Fewer Is Better SVT-AV1 1.8 CPU Power Consumption Monitor 70 140 210 280 350
SVT-AV1 CPU Peak Freq (Highest CPU Core Frequency) Monitor Min Avg Max TR 3990X System76 Thelio 2608 3754 4307 TR 7980X DIY Build 545 3808 5324 OpenBenchmarking.org Megahertz, More Is Better SVT-AV1 1.8 CPU Peak Freq (Highest CPU Core Frequency) Monitor 1300 2600 3900 5200 6500
SVT-AV1 Encoder Mode: Preset 13 - Input: Bosphorus 4K OpenBenchmarking.org Frames Per Second Per Watt, More Is Better SVT-AV1 1.8 Encoder Mode: Preset 13 - Input: Bosphorus 4K TR 3990X System76 Thelio TR 7980X DIY Build 0.2876 0.5752 0.8628 1.1504 1.438 0.894 1.278
SVT-AV1 Encoder Mode: Preset 13 - Input: Bosphorus 4K OpenBenchmarking.org Frames Per Second, More Is Better SVT-AV1 1.8 Encoder Mode: Preset 13 - Input: Bosphorus 4K TR 3990X System76 Thelio TR 7980X DIY Build 40 80 120 160 200 SE +/- 6.37, N = 13 SE +/- 1.79, N = 15 124.79 194.10 1. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq
QuantLib CPU Temperature Monitor Min Avg Max TR 3990X System76 Thelio 50.3 70.6 81.3 TR 7980X DIY Build 48.3 70.5 94.8 OpenBenchmarking.org Celsius, Fewer Is Better QuantLib 1.32 CPU Temperature Monitor 20 40 60 80 100
QuantLib CPU Power Consumption Monitor Min Avg Max TR 3990X System76 Thelio 54.6 268.7 291.7 TR 7980X DIY Build 82.2 327.2 365.7 OpenBenchmarking.org Watts, Fewer Is Better QuantLib 1.32 CPU Power Consumption Monitor 100 200 300 400 500
QuantLib CPU Peak Freq (Highest CPU Core Frequency) Monitor Min Avg Max TR 3990X System76 Thelio 2732 2867 4142 TR 7980X DIY Build 545 3521 4982 OpenBenchmarking.org Megahertz, More Is Better QuantLib 1.32 CPU Peak Freq (Highest CPU Core Frequency) Monitor 1300 2600 3900 5200 6500
QuantLib Configuration: Multi-Threaded OpenBenchmarking.org MFLOPS Per Watt, More Is Better QuantLib 1.32 Configuration: Multi-Threaded TR 3990X System76 Thelio TR 7980X DIY Build 160 320 480 640 800 593.54 750.88
OpenRadioss CPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better OpenRadioss 2023.09.15 CPU Temperature Monitor TR 3990X System76 Thelio TR 7980X DIY Build 20 40 60 80 100 Min: 50.5 / Avg: 68.63 / Max: 75 Min: 49.13 / Avg: 67.05 / Max: 92.38
OpenRadioss CPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better OpenRadioss 2023.09.15 CPU Power Consumption Monitor TR 3990X System76 Thelio TR 7980X DIY Build 70 140 210 280 350 Min: 54.4 / Avg: 277.53 / Max: 294.56 Min: 82.03 / Avg: 335.28 / Max: 363.95
OpenRadioss CPU Peak Freq (Highest CPU Core Frequency) Monitor OpenBenchmarking.org Megahertz, More Is Better OpenRadioss 2023.09.15 CPU Peak Freq (Highest CPU Core Frequency) Monitor TR 3990X System76 Thelio TR 7980X DIY Build 1000 2000 3000 4000 5000 Min: 2900 / Avg: 3790.09 / Max: 4231 Min: 545 / Avg: 4557.74 / Max: 5559
OpenRadioss CPU Temperature Monitor Min Avg Max TR 3990X System76 Thelio 49.8 68.5 72.0 TR 7980X DIY Build 50.0 69.4 88.3 OpenBenchmarking.org Celsius, Fewer Is Better OpenRadioss 2023.09.15 CPU Temperature Monitor 20 40 60 80 100
OpenRadioss CPU Power Consumption Monitor Min Avg Max TR 3990X System76 Thelio 54.5 276.1 290.8 TR 7980X DIY Build 82.4 333.7 358.0 OpenBenchmarking.org Watts, Fewer Is Better OpenRadioss 2023.09.15 CPU Power Consumption Monitor 100 200 300 400 500
OpenRadioss CPU Peak Freq (Highest CPU Core Frequency) Monitor Min Avg Max TR 3990X System76 Thelio 2900 3407 4192 TR 7980X DIY Build 545 3944 5125 OpenBenchmarking.org Megahertz, More Is Better OpenRadioss 2023.09.15 CPU Peak Freq (Highest CPU Core Frequency) Monitor 1300 2600 3900 5200 6500
OpenRadioss CPU Temperature Monitor Min Avg Max TR 3990X System76 Thelio 48.8 68.3 71.8 TR 7980X DIY Build 47.8 69.8 74.3 OpenBenchmarking.org Celsius, Fewer Is Better OpenRadioss 2023.09.15 CPU Temperature Monitor 20 40 60 80 100
OpenRadioss CPU Power Consumption Monitor Min Avg Max TR 3990X System76 Thelio 55.2 274.4 289.7 TR 7980X DIY Build 46.3 331.8 357.7 OpenBenchmarking.org Watts, Fewer Is Better OpenRadioss 2023.09.15 CPU Power Consumption Monitor 100 200 300 400 500
OpenRadioss CPU Peak Freq (Highest CPU Core Frequency) Monitor Min Avg Max TR 3990X System76 Thelio 2900 3270 4177 TR 7980X DIY Build 545 3820 5053 OpenBenchmarking.org Megahertz, More Is Better OpenRadioss 2023.09.15 CPU Peak Freq (Highest CPU Core Frequency) Monitor 1300 2600 3900 5200 6500
OpenRadioss CPU Temperature Monitor Min Avg Max TR 3990X System76 Thelio 49.5 66.0 73.8 TR 7980X DIY Build 49.1 64.1 86.0 OpenBenchmarking.org Celsius, Fewer Is Better OpenRadioss 2023.09.15 CPU Temperature Monitor 20 40 60 80 100
OpenRadioss CPU Power Consumption Monitor Min Avg Max TR 3990X System76 Thelio 54.8 245.6 305.5 TR 7980X DIY Build 82.3 279.2 355.9 OpenBenchmarking.org Watts, Fewer Is Better OpenRadioss 2023.09.15 CPU Power Consumption Monitor 100 200 300 400 500
OpenRadioss CPU Peak Freq (Highest CPU Core Frequency) Monitor Min Avg Max TR 3990X System76 Thelio 2900 3357 4231 TR 7980X DIY Build 545 3777 5269 OpenBenchmarking.org Megahertz, More Is Better OpenRadioss 2023.09.15 CPU Peak Freq (Highest CPU Core Frequency) Monitor 1300 2600 3900 5200 6500
OpenRadioss CPU Temperature Monitor Min Avg Max TR 3990X System76 Thelio 49.8 66.8 72.0 TR 7980X DIY Build 48.6 66.9 72.4 OpenBenchmarking.org Celsius, Fewer Is Better OpenRadioss 2023.09.15 CPU Temperature Monitor 20 40 60 80 100
OpenRadioss CPU Power Consumption Monitor Min Avg Max TR 3990X System76 Thelio 27.3 265.6 289.8 TR 7980X DIY Build 42.0 324.1 357.3 OpenBenchmarking.org Watts, Fewer Is Better OpenRadioss 2023.09.15 CPU Power Consumption Monitor 100 200 300 400 500
OpenRadioss CPU Peak Freq (Highest CPU Core Frequency) Monitor Min Avg Max TR 3990X System76 Thelio 2900 3464 4286 TR 7980X DIY Build 545 4011 5192 OpenBenchmarking.org Megahertz, More Is Better OpenRadioss 2023.09.15 CPU Peak Freq (Highest CPU Core Frequency) Monitor 1300 2600 3900 5200 6500
OpenRadioss CPU Temperature Monitor Min Avg Max TR 3990X System76 Thelio 49.8 69.0 73.0 TR 7980X DIY Build 48.3 70.3 82.9 OpenBenchmarking.org Celsius, Fewer Is Better OpenRadioss 2023.09.15 CPU Temperature Monitor 20 40 60 80 100
OpenRadioss CPU Power Consumption Monitor Min Avg Max TR 3990X System76 Thelio 54.8 277.3 290.9 TR 7980X DIY Build 42.8 337.2 357.7 OpenBenchmarking.org Watts, Fewer Is Better OpenRadioss 2023.09.15 CPU Power Consumption Monitor 100 200 300 400 500
OpenRadioss CPU Peak Freq (Highest CPU Core Frequency) Monitor Min Avg Max TR 3990X System76 Thelio 2900 3389 4163 TR 7980X DIY Build 545 4003 5238 OpenBenchmarking.org Megahertz, More Is Better OpenRadioss 2023.09.15 CPU Peak Freq (Highest CPU Core Frequency) Monitor 1300 2600 3900 5200 6500
OpenFOAM CPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better OpenFOAM 10 CPU Temperature Monitor TR 3990X System76 Thelio TR 7980X DIY Build 15 30 45 60 75 Min: 49.25 / Avg: 71.04 / Max: 77.5 Min: 49.63 / Avg: 68.73 / Max: 81
OpenFOAM CPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better OpenFOAM 10 CPU Power Consumption Monitor TR 3990X System76 Thelio TR 7980X DIY Build 60 120 180 240 300 Min: 54.58 / Avg: 286.91 / Max: 299.85 Min: 81.79 / Avg: 349.36 / Max: 363.81
OpenFOAM CPU Peak Freq (Highest CPU Core Frequency) Monitor OpenBenchmarking.org Megahertz, More Is Better OpenFOAM 10 CPU Peak Freq (Highest CPU Core Frequency) Monitor TR 3990X System76 Thelio TR 7980X DIY Build 900 1800 2700 3600 4500 Min: 2900 / Avg: 3756.27 / Max: 4193 Min: 1470 / Avg: 4491.84 / Max: 5340
OpenFOAM CPU Temperature Monitor Min Avg Max TR 3990X System76 Thelio 48.5 66.5 70.5 TR 7980X DIY Build 49.1 66.5 71.0 OpenBenchmarking.org Celsius, Fewer Is Better OpenFOAM 10 CPU Temperature Monitor 20 40 60 80 100
OpenFOAM CPU Power Consumption Monitor Min Avg Max TR 3990X System76 Thelio 53.9 270.4 289.2 TR 7980X DIY Build 81.9 319.6 357.4 OpenBenchmarking.org Watts, Fewer Is Better OpenFOAM 10 CPU Power Consumption Monitor 100 200 300 400 500
OpenFOAM CPU Peak Freq (Highest CPU Core Frequency) Monitor Min Avg Max TR 3990X System76 Thelio 2900 3409 4206 TR 7980X DIY Build 545 3911 5461 OpenBenchmarking.org Megahertz, More Is Better OpenFOAM 10 CPU Peak Freq (Highest CPU Core Frequency) Monitor 1400 2800 4200 5600 7000
7-Zip Compression CPU Temperature Monitor Min Avg Max TR 3990X System76 Thelio 48.5 65.4 73.0 TR 7980X DIY Build 50.0 65.5 81.0 OpenBenchmarking.org Celsius, Fewer Is Better 7-Zip Compression 22.01 CPU Temperature Monitor 20 40 60 80 100
7-Zip Compression CPU Power Consumption Monitor Min Avg Max TR 3990X System76 Thelio 54.3 253.6 297.7 TR 7980X DIY Build 82.3 290.4 365.4 OpenBenchmarking.org Watts, Fewer Is Better 7-Zip Compression 22.01 CPU Power Consumption Monitor 100 200 300 400 500
7-Zip Compression CPU Peak Freq (Highest CPU Core Frequency) Monitor Min Avg Max TR 3990X System76 Thelio 2795 3500 4242 TR 7980X DIY Build 545 3810 5277 OpenBenchmarking.org Megahertz, More Is Better 7-Zip Compression 22.01 CPU Peak Freq (Highest CPU Core Frequency) Monitor 1300 2600 3900 5200 6500
7-Zip Compression Test: Decompression Rating OpenBenchmarking.org MIPS Per Watt, More Is Better 7-Zip Compression 22.01 Test: Decompression Rating TR 3990X System76 Thelio TR 7980X DIY Build 400 800 1200 1600 2000 1438.92 1822.67
IndigoBench CPU Temperature Monitor Min Avg Max TR 3990X System76 Thelio 48.8 65.8 72.8 TR 7980X DIY Build 49.6 68.0 72.9 OpenBenchmarking.org Celsius, Fewer Is Better IndigoBench 4.4 CPU Temperature Monitor 20 40 60 80 100
IndigoBench CPU Power Consumption Monitor Min Avg Max TR 3990X System76 Thelio 54.1 270.0 299.5 TR 7980X DIY Build 81.9 331.3 372.0 OpenBenchmarking.org Watts, Fewer Is Better IndigoBench 4.4 CPU Power Consumption Monitor 100 200 300 400 500
IndigoBench CPU Peak Freq (Highest CPU Core Frequency) Monitor Min Avg Max TR 3990X System76 Thelio 2196 2840 4204 TR 7980X DIY Build 545 3658 5017 OpenBenchmarking.org Megahertz, More Is Better IndigoBench 4.4 CPU Peak Freq (Highest CPU Core Frequency) Monitor 1300 2600 3900 5200 6500
IndigoBench Acceleration: CPU - Scene: Bedroom OpenBenchmarking.org M samples/s Per Watt, More Is Better IndigoBench 4.4 Acceleration: CPU - Scene: Bedroom TR 3990X System76 Thelio TR 7980X DIY Build 0.0106 0.0212 0.0318 0.0424 0.053 0.038 0.047
IndigoBench CPU Temperature Monitor Min Avg Max TR 3990X System76 Thelio 49.5 66.1 68.8 TR 7980X DIY Build 48.6 68.6 74.3 OpenBenchmarking.org Celsius, Fewer Is Better IndigoBench 4.4 CPU Temperature Monitor 20 40 60 80 100
IndigoBench CPU Power Consumption Monitor Min Avg Max TR 3990X System76 Thelio 54.3 271.0 299.8 TR 7980X DIY Build 81.2 332.6 370.3 OpenBenchmarking.org Watts, Fewer Is Better IndigoBench 4.4 CPU Power Consumption Monitor 100 200 300 400 500
IndigoBench CPU Peak Freq (Highest CPU Core Frequency) Monitor Min Avg Max TR 3990X System76 Thelio 2670 2819 4182 TR 7980X DIY Build 545 3640 5152 OpenBenchmarking.org Megahertz, More Is Better IndigoBench 4.4 CPU Peak Freq (Highest CPU Core Frequency) Monitor 1300 2600 3900 5200 6500
IndigoBench Acceleration: CPU - Scene: Supercar OpenBenchmarking.org M samples/s Per Watt, More Is Better IndigoBench 4.4 Acceleration: CPU - Scene: Supercar TR 3990X System76 Thelio TR 7980X DIY Build 0.0234 0.0468 0.0702 0.0936 0.117 0.082 0.104
Chaos Group V-RAY CPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better Chaos Group V-RAY 5.02 CPU Temperature Monitor TR 3990X System76 Thelio TR 7980X DIY Build 16 32 48 64 80 Min: 49.75 / Avg: 63.72 / Max: 72.5 Min: 46 / Avg: 64.96 / Max: 82
Chaos Group V-RAY CPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better Chaos Group V-RAY 5.02 CPU Power Consumption Monitor TR 3990X System76 Thelio TR 7980X DIY Build 70 140 210 280 350 Min: 31.33 / Avg: 244.33 / Max: 296.78 Min: 81.54 / Avg: 306.24 / Max: 367.48
Chaos Group V-RAY CPU Peak Freq (Highest CPU Core Frequency) Monitor OpenBenchmarking.org Megahertz, More Is Better Chaos Group V-RAY 5.02 CPU Peak Freq (Highest CPU Core Frequency) Monitor TR 3990X System76 Thelio TR 7980X DIY Build 900 1800 2700 3600 4500 Min: 2657 / Avg: 3047.34 / Max: 4266 Min: 545 / Avg: 3819.48 / Max: 5301
Chaos Group V-RAY Mode: CPU OpenBenchmarking.org vsamples Per Watt, More Is Better Chaos Group V-RAY 5.02 Mode: CPU TR 3990X System76 Thelio TR 7980X DIY Build 60 120 180 240 300 200.02 289.23
Embree CPU Temperature Monitor Min Avg Max TR 3990X System76 Thelio 49.8 62.7 69.5 TR 7980X DIY Build 46.0 57.2 63.8 OpenBenchmarking.org Celsius, Fewer Is Better Embree 4.3 CPU Temperature Monitor 20 40 60 80 100
Embree CPU Power Consumption Monitor Min Avg Max TR 3990X System76 Thelio 28.8 239.2 292.1 TR 7980X DIY Build 41.5 258.2 364.0 OpenBenchmarking.org Watts, Fewer Is Better Embree 4.3 CPU Power Consumption Monitor 100 200 300 400 500
Embree CPU Peak Freq (Highest CPU Core Frequency) Monitor Min Avg Max TR 3990X System76 Thelio 2830 2964 4131 TR 7980X DIY Build 545 3105 5089 OpenBenchmarking.org Megahertz, More Is Better Embree 4.3 CPU Peak Freq (Highest CPU Core Frequency) Monitor 1300 2600 3900 5200 6500
Embree Binary: Pathtracer ISPC - Model: Crown OpenBenchmarking.org Frames Per Second Per Watt, More Is Better Embree 4.3 Binary: Pathtracer ISPC - Model: Crown TR 3990X System76 Thelio TR 7980X DIY Build 0.0815 0.163 0.2445 0.326 0.4075 0.200 0.362
Embree CPU Temperature Monitor Min Avg Max TR 3990X System76 Thelio 48.0 61.5 66.3 TR 7980X DIY Build 44.6 55.6 62.4 OpenBenchmarking.org Celsius, Fewer Is Better Embree 4.3 CPU Temperature Monitor 20 40 60 80 100
Embree CPU Power Consumption Monitor Min Avg Max TR 3990X System76 Thelio 53.4 240.7 296.0 TR 7980X DIY Build 42.1 249.7 364.7 OpenBenchmarking.org Watts, Fewer Is Better Embree 4.3 CPU Power Consumption Monitor 100 200 300 400 500
Embree CPU Peak Freq (Highest CPU Core Frequency) Monitor Min Avg Max TR 3990X System76 Thelio 2900 3221 4192 TR 7980X DIY Build 545 3175 5106 OpenBenchmarking.org Megahertz, More Is Better Embree 4.3 CPU Peak Freq (Highest CPU Core Frequency) Monitor 1300 2600 3900 5200 6500
Embree Binary: Pathtracer ISPC - Model: Asian Dragon OpenBenchmarking.org Frames Per Second Per Watt, More Is Better Embree 4.3 Binary: Pathtracer ISPC - Model: Asian Dragon TR 3990X System76 Thelio TR 7980X DIY Build 0.0936 0.1872 0.2808 0.3744 0.468 0.172 0.416
OSPRay CPU Temperature Monitor Min Avg Max TR 3990X System76 Thelio 48.5 68.4 71.3 TR 7980X DIY Build 48.6 66.8 78.3 OpenBenchmarking.org Celsius, Fewer Is Better OSPRay 2.12 CPU Temperature Monitor 20 40 60 80 100
OSPRay CPU Power Consumption Monitor Min Avg Max TR 3990X System76 Thelio 53.5 274.3 293.4 TR 7980X DIY Build 81.5 307.3 367.1 OpenBenchmarking.org Watts, Fewer Is Better OSPRay 2.12 CPU Power Consumption Monitor 100 200 300 400 500
OSPRay CPU Peak Freq (Highest CPU Core Frequency) Monitor Min Avg Max TR 3990X System76 Thelio 2200 3191 4025 TR 7980X DIY Build 545 4080 4912 OpenBenchmarking.org Megahertz, More Is Better OSPRay 2.12 CPU Peak Freq (Highest CPU Core Frequency) Monitor 1300 2600 3900 5200 6500
OSPRay Benchmark: particle_volume/pathtracer/real_time OpenBenchmarking.org Items Per Second Per Watt, More Is Better OSPRay 2.12 Benchmark: particle_volume/pathtracer/real_time TR 3990X System76 Thelio TR 7980X DIY Build 0.1753 0.3506 0.5259 0.7012 0.8765 0.551 0.779
OSPRay CPU Temperature Monitor Min Avg Max TR 3990X System76 Thelio 49.3 70.1 79.3 TR 7980X DIY Build 49.8 65.4 83.3 OpenBenchmarking.org Celsius, Fewer Is Better OSPRay 2.12 CPU Temperature Monitor 20 40 60 80 100
OSPRay CPU Power Consumption Monitor Min Avg Max TR 3990X System76 Thelio 54.0 270.0 292.3 TR 7980X DIY Build 83.7 298.5 362.2 OpenBenchmarking.org Watts, Fewer Is Better OSPRay 2.12 CPU Power Consumption Monitor 100 200 300 400 500
OSPRay CPU Peak Freq (Highest CPU Core Frequency) Monitor Min Avg Max TR 3990X System76 Thelio 2900 3370 4035 TR 7980X DIY Build 545 4263 4960 OpenBenchmarking.org Megahertz, More Is Better OSPRay 2.12 CPU Peak Freq (Highest CPU Core Frequency) Monitor 1300 2600 3900 5200 6500
OSPRay Benchmark: particle_volume/scivis/real_time OpenBenchmarking.org Items Per Second Per Watt, More Is Better OSPRay 2.12 Benchmark: particle_volume/scivis/real_time TR 3990X System76 Thelio TR 7980X DIY Build 0.0171 0.0342 0.0513 0.0684 0.0855 0.054 0.076
OSPRay CPU Temperature Monitor Min Avg Max TR 3990X System76 Thelio 48.8 70.5 73.3 TR 7980X DIY Build 49.1 69.7 75.5 OpenBenchmarking.org Celsius, Fewer Is Better OSPRay 2.12 CPU Temperature Monitor 20 40 60 80 100
OSPRay CPU Power Consumption Monitor Min Avg Max TR 3990X System76 Thelio 54.1 277.9 292.3 TR 7980X DIY Build 81.6 336.4 360.8 OpenBenchmarking.org Watts, Fewer Is Better OSPRay 2.12 CPU Power Consumption Monitor 100 200 300 400 500
OSPRay CPU Peak Freq (Highest CPU Core Frequency) Monitor Min Avg Max TR 3990X System76 Thelio 2200 3090 3856 TR 7980X DIY Build 545 4046 4857 OpenBenchmarking.org Megahertz, More Is Better OSPRay 2.12 CPU Peak Freq (Highest CPU Core Frequency) Monitor 1200 2400 3600 4800 6000
OSPRay Benchmark: particle_volume/ao/real_time OpenBenchmarking.org Items Per Second Per Watt, More Is Better OSPRay 2.12 Benchmark: particle_volume/ao/real_time TR 3990X System76 Thelio TR 7980X DIY Build 0.0151 0.0302 0.0453 0.0604 0.0755 0.053 0.067
OSPRay CPU Temperature Monitor Min Avg Max TR 3990X System76 Thelio 48.8 66.8 75.8 TR 7980X DIY Build 49.1 66.9 84.6 OpenBenchmarking.org Celsius, Fewer Is Better OSPRay 2.12 CPU Temperature Monitor 20 40 60 80 100
OSPRay CPU Power Consumption Monitor Min Avg Max TR 3990X System76 Thelio 53.9 257.4 292.0 TR 7980X DIY Build 82.0 313.1 365.4 OpenBenchmarking.org Watts, Fewer Is Better OSPRay 2.12 CPU Power Consumption Monitor 100 200 300 400 500
OSPRay CPU Peak Freq (Highest CPU Core Frequency) Monitor Min Avg Max TR 3990X System76 Thelio 2831 3088 4192 TR 7980X DIY Build 545 3865 5292 OpenBenchmarking.org Megahertz, More Is Better OSPRay 2.12 CPU Peak Freq (Highest CPU Core Frequency) Monitor 1300 2600 3900 5200 6500
OSPRay Benchmark: gravity_spheres_volume/dim_512/pathtracer/real_time OpenBenchmarking.org Items Per Second Per Watt, More Is Better OSPRay 2.12 Benchmark: gravity_spheres_volume/dim_512/pathtracer/real_time TR 3990X System76 Thelio TR 7980X DIY Build 0.0191 0.0382 0.0573 0.0764 0.0955 0.043 0.085
OSPRay CPU Temperature Monitor Min Avg Max TR 3990X System76 Thelio 50.0 67.1 71.3 TR 7980X DIY Build 49.1 65.6 71.0 OpenBenchmarking.org Celsius, Fewer Is Better OSPRay 2.12 CPU Temperature Monitor 20 40 60 80 100
OSPRay CPU Power Consumption Monitor Min Avg Max TR 3990X System76 Thelio 32.8 259.4 293.2 TR 7980X DIY Build 82.3 313.6 366.8 OpenBenchmarking.org Watts, Fewer Is Better OSPRay 2.12 CPU Power Consumption Monitor 100 200 300 400 500
OSPRay CPU Peak Freq (Highest CPU Core Frequency) Monitor Min Avg Max TR 3990X System76 Thelio 2890 3060 4196 TR 7980X DIY Build 545 3895 5347 OpenBenchmarking.org Megahertz, More Is Better OSPRay 2.12 CPU Peak Freq (Highest CPU Core Frequency) Monitor 1300 2600 3900 5200 6500
OSPRay Benchmark: gravity_spheres_volume/dim_512/scivis/real_time OpenBenchmarking.org Items Per Second Per Watt, More Is Better OSPRay 2.12 Benchmark: gravity_spheres_volume/dim_512/scivis/real_time TR 3990X System76 Thelio TR 7980X DIY Build 0.0162 0.0324 0.0486 0.0648 0.081 0.026 0.072
OSPRay CPU Temperature Monitor Min Avg Max TR 3990X System76 Thelio 50.5 67.8 71.3 TR 7980X DIY Build 49.1 65.6 71.0 OpenBenchmarking.org Celsius, Fewer Is Better OSPRay 2.12 CPU Temperature Monitor 20 40 60 80 100
OSPRay CPU Power Consumption Monitor Min Avg Max TR 3990X System76 Thelio 56.4 259.3 293.2 TR 7980X DIY Build 81.5 313.3 366.4 OpenBenchmarking.org Watts, Fewer Is Better OSPRay 2.12 CPU Power Consumption Monitor 100 200 300 400 500
OSPRay CPU Peak Freq (Highest CPU Core Frequency) Monitor Min Avg Max TR 3990X System76 Thelio 2881 3081 4151 TR 7980X DIY Build 1458 3937 5417 OpenBenchmarking.org Megahertz, More Is Better OSPRay 2.12 CPU Peak Freq (Highest CPU Core Frequency) Monitor 1400 2800 4200 5600 7000
OSPRay Benchmark: gravity_spheres_volume/dim_512/ao/real_time OpenBenchmarking.org Items Per Second Per Watt, More Is Better OSPRay 2.12 Benchmark: gravity_spheres_volume/dim_512/ao/real_time TR 3990X System76 Thelio TR 7980X DIY Build 0.0169 0.0338 0.0507 0.0676 0.0845 0.028 0.075
Blender CPU Temperature Monitor Min Avg Max TR 3990X System76 Thelio 49.0 67.9 72.8 TR 7980X DIY Build 49.6 69.1 87.0 OpenBenchmarking.org Celsius, Fewer Is Better Blender 4.0 CPU Temperature Monitor 20 40 60 80 100
Blender CPU Power Consumption Monitor Min Avg Max TR 3990X System76 Thelio 54.2 281.3 292.6 TR 7980X DIY Build 82.6 340.4 366.1 OpenBenchmarking.org Watts, Fewer Is Better Blender 4.0 CPU Power Consumption Monitor 100 200 300 400 500
Blender CPU Peak Freq (Highest CPU Core Frequency) Monitor Min Avg Max TR 3990X System76 Thelio 2200 2784 4217 TR 7980X DIY Build 545 3667 5267 OpenBenchmarking.org Megahertz, More Is Better Blender 4.0 CPU Peak Freq (Highest CPU Core Frequency) Monitor 1300 2600 3900 5200 6500
Blender CPU Temperature Monitor Min Avg Max TR 3990X System76 Thelio 48.8 66.7 79.3 TR 7980X DIY Build 48.6 68.0 71.5 OpenBenchmarking.org Celsius, Fewer Is Better Blender 4.0 CPU Temperature Monitor 20 40 60 80 100
Blender CPU Power Consumption Monitor Min Avg Max TR 3990X System76 Thelio 53.4 273.0 291.0 TR 7980X DIY Build 81.1 329.8 367.1 OpenBenchmarking.org Watts, Fewer Is Better Blender 4.0 CPU Power Consumption Monitor 100 200 300 400 500
Blender CPU Peak Freq (Highest CPU Core Frequency) Monitor Min Avg Max TR 3990X System76 Thelio 2200 2713 4092 TR 7980X DIY Build 545 3495 4924 OpenBenchmarking.org Megahertz, More Is Better Blender 4.0 CPU Peak Freq (Highest CPU Core Frequency) Monitor 1300 2600 3900 5200 6500
Blender CPU Temperature Monitor Min Avg Max TR 3990X System76 Thelio 49.0 65.3 69.0 TR 7980X DIY Build 48.3 64.4 82.9 OpenBenchmarking.org Celsius, Fewer Is Better Blender 4.0 CPU Temperature Monitor 20 40 60 80 100
Blender CPU Power Consumption Monitor Min Avg Max TR 3990X System76 Thelio 54.4 258.3 292.9 TR 7980X DIY Build 82.3 299.7 364.7 OpenBenchmarking.org Watts, Fewer Is Better Blender 4.0 CPU Power Consumption Monitor 100 200 300 400 500
Blender CPU Peak Freq (Highest CPU Core Frequency) Monitor Min Avg Max TR 3990X System76 Thelio 2682 2799 4193 TR 7980X DIY Build 545 3287 5137 OpenBenchmarking.org Megahertz, More Is Better Blender 4.0 CPU Peak Freq (Highest CPU Core Frequency) Monitor 1300 2600 3900 5200 6500
Blender CPU Temperature Monitor Min Avg Max TR 3990X System76 Thelio 48.8 66.2 68.5 TR 7980X DIY Build 47.4 67.3 72.0 OpenBenchmarking.org Celsius, Fewer Is Better Blender 4.0 CPU Temperature Monitor 20 40 60 80 100
Blender CPU Power Consumption Monitor Min Avg Max TR 3990X System76 Thelio 54.5 268.5 287.0 TR 7980X DIY Build 81.5 326.3 365.7 OpenBenchmarking.org Watts, Fewer Is Better Blender 4.0 CPU Power Consumption Monitor 100 200 300 400 500
Blender CPU Peak Freq (Highest CPU Core Frequency) Monitor Min Avg Max TR 3990X System76 Thelio 2668 2731 4142 TR 7980X DIY Build 545 3537 5167 OpenBenchmarking.org Megahertz, More Is Better Blender 4.0 CPU Peak Freq (Highest CPU Core Frequency) Monitor 1300 2600 3900 5200 6500
Blender CPU Temperature Monitor Min Avg Max TR 3990X System76 Thelio 47.3 62.5 66.8 TR 7980X DIY Build 40.0 59.5 67.4 OpenBenchmarking.org Celsius, Fewer Is Better Blender 4.0 CPU Temperature Monitor 20 40 60 80 100
Blender CPU Power Consumption Monitor Min Avg Max TR 3990X System76 Thelio 54.2 247.6 287.0 TR 7980X DIY Build 40.5 292.2 364.7 OpenBenchmarking.org Watts, Fewer Is Better Blender 4.0 CPU Power Consumption Monitor 100 200 300 400 500
Blender CPU Peak Freq (Highest CPU Core Frequency) Monitor Min Avg Max TR 3990X System76 Thelio 2200 2765 4257 TR 7980X DIY Build 545 3326 4194 OpenBenchmarking.org Megahertz, More Is Better Blender 4.0 CPU Peak Freq (Highest CPU Core Frequency) Monitor 1100 2200 3300 4400 5500
Timed Gem5 Compilation CPU Temperature Monitor Min Avg Max TR 3990X System76 Thelio 47.3 57.8 74.3 TR 7980X DIY Build 41.9 54.6 82.9 OpenBenchmarking.org Celsius, Fewer Is Better Timed Gem5 Compilation 23.0.1 CPU Temperature Monitor 20 40 60 80 100
Timed Gem5 Compilation CPU Power Consumption Monitor Min Avg Max TR 3990X System76 Thelio 53.4 174.2 296.5 TR 7980X DIY Build 71.9 213.3 359.4 OpenBenchmarking.org Watts, Fewer Is Better Timed Gem5 Compilation 23.0.1 CPU Power Consumption Monitor 100 200 300 400 500
Timed Gem5 Compilation CPU Peak Freq (Highest CPU Core Frequency) Monitor Min Avg Max TR 3990X System76 Thelio 2200 3763 4267 TR 7980X DIY Build 545 4744 5577 OpenBenchmarking.org Megahertz, More Is Better Timed Gem5 Compilation 23.0.1 CPU Peak Freq (Highest CPU Core Frequency) Monitor 1400 2800 4200 5600 7000
Timed Node.js Compilation CPU Temperature Monitor Min Avg Max TR 3990X System76 Thelio 48.8 64.1 77.5 TR 7980X DIY Build 46.9 64.9 88.3 OpenBenchmarking.org Celsius, Fewer Is Better Timed Node.js Compilation 19.8.1 CPU Temperature Monitor 20 40 60 80 100
Timed Node.js Compilation CPU Power Consumption Monitor Min Avg Max TR 3990X System76 Thelio 54.0 238.4 292.6 TR 7980X DIY Build 81.1 285.3 359.4 OpenBenchmarking.org Watts, Fewer Is Better Timed Node.js Compilation 19.8.1 CPU Power Consumption Monitor 100 200 300 400 500
Timed Node.js Compilation CPU Peak Freq (Highest CPU Core Frequency) Monitor Min Avg Max TR 3990X System76 Thelio 2820 3479 4268 TR 7980X DIY Build 545 4294 5442 OpenBenchmarking.org Megahertz, More Is Better Timed Node.js Compilation 19.8.1 CPU Peak Freq (Highest CPU Core Frequency) Monitor 1400 2800 4200 5600 7000
Timed LLVM Compilation CPU Temperature Monitor Min Avg Max TR 3990X System76 Thelio 47.8 65.1 76.0 TR 7980X DIY Build 43.6 67.1 89.3 OpenBenchmarking.org Celsius, Fewer Is Better Timed LLVM Compilation 16.0 CPU Temperature Monitor 20 40 60 80 100
Timed LLVM Compilation CPU Power Consumption Monitor Min Avg Max TR 3990X System76 Thelio 53.8 248.1 292.0 TR 7980X DIY Build 79.5 300.1 355.9 OpenBenchmarking.org Watts, Fewer Is Better Timed LLVM Compilation 16.0 CPU Power Consumption Monitor 100 200 300 400 500
Timed LLVM Compilation CPU Peak Freq (Highest CPU Core Frequency) Monitor Min Avg Max TR 3990X System76 Thelio 2800 3360 4217 TR 7980X DIY Build 545 4187 5412 OpenBenchmarking.org Megahertz, More Is Better Timed LLVM Compilation 16.0 CPU Peak Freq (Highest CPU Core Frequency) Monitor 1400 2800 4200 5600 7000
Timed FFmpeg Compilation CPU Temperature Monitor Min Avg Max TR 3990X System76 Thelio 47.8 57.8 73.8 TR 7980X DIY Build 43.6 55.6 79.6 OpenBenchmarking.org Celsius, Fewer Is Better Timed FFmpeg Compilation 6.1 CPU Temperature Monitor 20 40 60 80 100
Timed FFmpeg Compilation CPU Power Consumption Monitor Min Avg Max TR 3990X System76 Thelio 53.4 169.0 288.9 TR 7980X DIY Build 75.0 207.8 352.8 OpenBenchmarking.org Watts, Fewer Is Better Timed FFmpeg Compilation 6.1 CPU Power Consumption Monitor 100 200 300 400 500
Timed FFmpeg Compilation CPU Peak Freq (Highest CPU Core Frequency) Monitor Min Avg Max TR 3990X System76 Thelio 2200 3431 4274 TR 7980X DIY Build 545 3944 5336 OpenBenchmarking.org Megahertz, More Is Better Timed FFmpeg Compilation 6.1 CPU Peak Freq (Highest CPU Core Frequency) Monitor 1300 2600 3900 5200 6500
Timed Godot Game Engine Compilation CPU Temperature Monitor Min Avg Max TR 3990X System76 Thelio 47.5 63.2 79.3 TR 7980X DIY Build 43.3 60.3 85.1 OpenBenchmarking.org Celsius, Fewer Is Better Timed Godot Game Engine Compilation 4.0 CPU Temperature Monitor 20 40 60 80 100
Timed Godot Game Engine Compilation CPU Power Consumption Monitor Min Avg Max TR 3990X System76 Thelio 54.4 212.1 293.4 TR 7980X DIY Build 53.4 256.3 359.8 OpenBenchmarking.org Watts, Fewer Is Better Timed Godot Game Engine Compilation 4.0 CPU Power Consumption Monitor 100 200 300 400 500
Timed Godot Game Engine Compilation CPU Peak Freq (Highest CPU Core Frequency) Monitor Min Avg Max TR 3990X System76 Thelio 2868 3563 4235 TR 7980X DIY Build 545 4357 5292 OpenBenchmarking.org Megahertz, More Is Better Timed Godot Game Engine Compilation 4.0 CPU Peak Freq (Highest CPU Core Frequency) Monitor 1300 2600 3900 5200 6500
Timed Linux Kernel Compilation CPU Temperature Monitor Min Avg Max TR 3990X System76 Thelio 47.3 66.8 74.0 TR 7980X DIY Build 43.6 67.3 83.8 OpenBenchmarking.org Celsius, Fewer Is Better Timed Linux Kernel Compilation 6.1 CPU Temperature Monitor 20 40 60 80 100
Timed Linux Kernel Compilation CPU Power Consumption Monitor Min Avg Max TR 3990X System76 Thelio 53.5 262.6 294.4 TR 7980X DIY Build 45.4 318.8 353.9 OpenBenchmarking.org Watts, Fewer Is Better Timed Linux Kernel Compilation 6.1 CPU Power Consumption Monitor 100 200 300 400 500
Timed Linux Kernel Compilation CPU Peak Freq (Highest CPU Core Frequency) Monitor Min Avg Max TR 3990X System76 Thelio 2200 3170 4244 TR 7980X DIY Build 1491 4094 5317 OpenBenchmarking.org Megahertz, More Is Better Timed Linux Kernel Compilation 6.1 CPU Peak Freq (Highest CPU Core Frequency) Monitor 1300 2600 3900 5200 6500
Timed Linux Kernel Compilation CPU Temperature Monitor Min Avg Max TR 3990X System76 Thelio 46.0 58.7 76.5 TR 7980X DIY Build 38.3 55.0 84.6 OpenBenchmarking.org Celsius, Fewer Is Better Timed Linux Kernel Compilation 6.1 CPU Temperature Monitor 20 40 60 80 100
Timed Linux Kernel Compilation CPU Power Consumption Monitor Min Avg Max TR 3990X System76 Thelio 52.5 194.3 289.5 TR 7980X DIY Build 41.8 232.9 352.8 OpenBenchmarking.org Watts, Fewer Is Better Timed Linux Kernel Compilation 6.1 CPU Power Consumption Monitor 100 200 300 400 500
Timed Linux Kernel Compilation CPU Peak Freq (Highest CPU Core Frequency) Monitor Min Avg Max TR 3990X System76 Thelio 2870 3530 4269 TR 7980X DIY Build 545 4282 5617 OpenBenchmarking.org Megahertz, More Is Better Timed Linux Kernel Compilation 6.1 CPU Peak Freq (Highest CPU Core Frequency) Monitor 1400 2800 4200 5600 7000
Numpy Benchmark CPU Temperature Monitor Min Avg Max TR 3990X System76 Thelio 47.3 50.7 53.3 TR 7980X DIY Build 39.6 43.5 46.9 OpenBenchmarking.org Celsius, Fewer Is Better Numpy Benchmark CPU Temperature Monitor 15 30 45 60 75
Numpy Benchmark CPU Power Consumption Monitor Min Avg Max TR 3990X System76 Thelio 53.7 113.2 119.8 TR 7980X DIY Build 73.4 143.1 158.2 OpenBenchmarking.org Watts, Fewer Is Better Numpy Benchmark CPU Power Consumption Monitor 40 80 120 160 200
Numpy Benchmark CPU Peak Freq (Highest CPU Core Frequency) Monitor Min Avg Max TR 3990X System76 Thelio 2200 4173 4261 TR 7980X DIY Build 545 5031 5416 OpenBenchmarking.org Megahertz, More Is Better Numpy Benchmark CPU Peak Freq (Highest CPU Core Frequency) Monitor 1400 2800 4200 5600 7000
Numpy Benchmark OpenBenchmarking.org Score Per Watt, More Is Better Numpy Benchmark TR 3990X System76 Thelio TR 7980X DIY Build 1.1846 2.3692 3.5538 4.7384 5.923 3.459 5.265
Neural Magic DeepSparse CPU Temperature Monitor Min Avg Max TR 3990X System76 Thelio 48.5 61.8 67.8 TR 7980X DIY Build 41.4 47.9 50.0 OpenBenchmarking.org Celsius, Fewer Is Better Neural Magic DeepSparse 1.6 CPU Temperature Monitor 20 40 60 80 100
Neural Magic DeepSparse CPU Power Consumption Monitor Min Avg Max TR 3990X System76 Thelio 54.0 231.0 290.0 TR 7980X DIY Build 79.3 234.5 281.7 OpenBenchmarking.org Watts, Fewer Is Better Neural Magic DeepSparse 1.6 CPU Power Consumption Monitor 70 140 210 280 350
Neural Magic DeepSparse CPU Peak Freq (Highest CPU Core Frequency) Monitor Min Avg Max TR 3990X System76 Thelio 2818 3144 4237 TR 7980X DIY Build 545 4537 5585 OpenBenchmarking.org Megahertz, More Is Better Neural Magic DeepSparse 1.6 CPU Peak Freq (Highest CPU Core Frequency) Monitor 1400 2800 4200 5600 7000
Neural Magic DeepSparse CPU Temperature Monitor Min Avg Max TR 3990X System76 Thelio 49.0 57.9 67.5 TR 7980X DIY Build 42.8 47.2 49.6 OpenBenchmarking.org Celsius, Fewer Is Better Neural Magic DeepSparse 1.6 CPU Temperature Monitor 20 40 60 80 100
Neural Magic DeepSparse CPU Power Consumption Monitor Min Avg Max TR 3990X System76 Thelio 54.4 184.5 288.3 TR 7980X DIY Build 80.0 219.9 314.9 OpenBenchmarking.org Watts, Fewer Is Better Neural Magic DeepSparse 1.6 CPU Power Consumption Monitor 80 160 240 320 400
Neural Magic DeepSparse CPU Peak Freq (Highest CPU Core Frequency) Monitor Min Avg Max TR 3990X System76 Thelio 2452 3475 4242 TR 7980X DIY Build 545 4733 5608 OpenBenchmarking.org Megahertz, More Is Better Neural Magic DeepSparse 1.6 CPU Peak Freq (Highest CPU Core Frequency) Monitor 1400 2800 4200 5600 7000
Neural Magic DeepSparse CPU Temperature Monitor Min Avg Max TR 3990X System76 Thelio 49.0 63.5 67.8 TR 7980X DIY Build 42.3 49.4 51.9 OpenBenchmarking.org Celsius, Fewer Is Better Neural Magic DeepSparse 1.6 CPU Temperature Monitor 20 40 60 80 100
Neural Magic DeepSparse CPU Power Consumption Monitor Min Avg Max TR 3990X System76 Thelio 53.5 254.2 290.3 TR 7980X DIY Build 39.9 232.8 268.0 OpenBenchmarking.org Watts, Fewer Is Better Neural Magic DeepSparse 1.6 CPU Power Consumption Monitor 70 140 210 280 350
Neural Magic DeepSparse CPU Peak Freq (Highest CPU Core Frequency) Monitor Min Avg Max TR 3990X System76 Thelio 2800 3067 4199 TR 7980X DIY Build 545 4367 4822 OpenBenchmarking.org Megahertz, More Is Better Neural Magic DeepSparse 1.6 CPU Peak Freq (Highest CPU Core Frequency) Monitor 1200 2400 3600 4800 6000
Neural Magic DeepSparse CPU Temperature Monitor Min Avg Max TR 3990X System76 Thelio 48.8 63.1 72.5 TR 7980X DIY Build 41.5 48.7 50.5 OpenBenchmarking.org Celsius, Fewer Is Better Neural Magic DeepSparse 1.6 CPU Temperature Monitor 20 40 60 80 100
Neural Magic DeepSparse CPU Power Consumption Monitor Min Avg Max TR 3990X System76 Thelio 54.4 243.9 289.4 TR 7980X DIY Build 40.7 259.1 308.6 OpenBenchmarking.org Watts, Fewer Is Better Neural Magic DeepSparse 1.6 CPU Power Consumption Monitor 80 160 240 320 400
Neural Magic DeepSparse CPU Peak Freq (Highest CPU Core Frequency) Monitor Min Avg Max TR 3990X System76 Thelio 2875 3180 4167 TR 7980X DIY Build 545 4490 5296 OpenBenchmarking.org Megahertz, More Is Better Neural Magic DeepSparse 1.6 CPU Peak Freq (Highest CPU Core Frequency) Monitor 1300 2600 3900 5200 6500
Neural Magic DeepSparse CPU Temperature Monitor Min Avg Max TR 3990X System76 Thelio 49.5 62.3 69.5 TR 7980X DIY Build 41.9 48.4 51.0 OpenBenchmarking.org Celsius, Fewer Is Better Neural Magic DeepSparse 1.6 CPU Temperature Monitor 20 40 60 80 100
Neural Magic DeepSparse CPU Power Consumption Monitor Min Avg Max TR 3990X System76 Thelio 55.2 231.2 290.5 TR 7980X DIY Build 79.2 260.9 322.4 OpenBenchmarking.org Watts, Fewer Is Better Neural Magic DeepSparse 1.6 CPU Power Consumption Monitor 80 160 240 320 400
Neural Magic DeepSparse CPU Peak Freq (Highest CPU Core Frequency) Monitor Min Avg Max TR 3990X System76 Thelio 2411 3064 4167 TR 7980X DIY Build 545 4489 5591 OpenBenchmarking.org Megahertz, More Is Better Neural Magic DeepSparse 1.6 CPU Peak Freq (Highest CPU Core Frequency) Monitor 1400 2800 4200 5600 7000
Neural Magic DeepSparse CPU Temperature Monitor Min Avg Max TR 3990X System76 Thelio 49.8 64.3 68.8 TR 7980X DIY Build 41.4 48.2 50.0 OpenBenchmarking.org Celsius, Fewer Is Better Neural Magic DeepSparse 1.6 CPU Temperature Monitor 20 40 60 80 100
Neural Magic DeepSparse CPU Power Consumption Monitor Min Avg Max TR 3990X System76 Thelio 54.4 250.6 290.9 TR 7980X DIY Build 53.9 250.0 288.6 OpenBenchmarking.org Watts, Fewer Is Better Neural Magic DeepSparse 1.6 CPU Power Consumption Monitor 70 140 210 280 350
Neural Magic DeepSparse CPU Peak Freq (Highest CPU Core Frequency) Monitor Min Avg Max TR 3990X System76 Thelio 2669 2948 4208 TR 7980X DIY Build 545 4417 4861 OpenBenchmarking.org Megahertz, More Is Better Neural Magic DeepSparse 1.6 CPU Peak Freq (Highest CPU Core Frequency) Monitor 1200 2400 3600 4800 6000
Neural Magic DeepSparse CPU Temperature Monitor Min Avg Max TR 3990X System76 Thelio 49.0 64.2 69.5 TR 7980X DIY Build 41.9 48.5 50.0 OpenBenchmarking.org Celsius, Fewer Is Better Neural Magic DeepSparse 1.6 CPU Temperature Monitor 20 40 60 80 100
Neural Magic DeepSparse CPU Power Consumption Monitor Min Avg Max TR 3990X System76 Thelio 54.8 249.0 290.8 TR 7980X DIY Build 78.8 252.2 289.7 OpenBenchmarking.org Watts, Fewer Is Better Neural Magic DeepSparse 1.6 CPU Power Consumption Monitor 70 140 210 280 350
Neural Magic DeepSparse CPU Peak Freq (Highest CPU Core Frequency) Monitor Min Avg Max TR 3990X System76 Thelio 2331 2962 4264 TR 7980X DIY Build 545 4366 5169 OpenBenchmarking.org Megahertz, More Is Better Neural Magic DeepSparse 1.6 CPU Peak Freq (Highest CPU Core Frequency) Monitor 1300 2600 3900 5200 6500
Neural Magic DeepSparse CPU Temperature Monitor Min Avg Max TR 3990X System76 Thelio 48.5 61.9 68.3 TR 7980X DIY Build 43.6 49.0 51.4 OpenBenchmarking.org Celsius, Fewer Is Better Neural Magic DeepSparse 1.6 CPU Temperature Monitor 20 40 60 80 100
Neural Magic DeepSparse CPU Power Consumption Monitor Min Avg Max TR 3990X System76 Thelio 53.7 232.5 290.6 TR 7980X DIY Build 40.7 261.4 323.4 OpenBenchmarking.org Watts, Fewer Is Better Neural Magic DeepSparse 1.6 CPU Power Consumption Monitor 80 160 240 320 400
Neural Magic DeepSparse CPU Peak Freq (Highest CPU Core Frequency) Monitor Min Avg Max TR 3990X System76 Thelio 2412 3034 4222 TR 7980X DIY Build 545 4442 5297 OpenBenchmarking.org Megahertz, More Is Better Neural Magic DeepSparse 1.6 CPU Peak Freq (Highest CPU Core Frequency) Monitor 1300 2600 3900 5200 6500
Neural Magic DeepSparse CPU Temperature Monitor Min Avg Max TR 3990X System76 Thelio 49.3 63.9 68.0 TR 7980X DIY Build 41.9 49.0 51.0 OpenBenchmarking.org Celsius, Fewer Is Better Neural Magic DeepSparse 1.6 CPU Temperature Monitor 20 40 60 80 100
Neural Magic DeepSparse CPU Power Consumption Monitor Min Avg Max TR 3990X System76 Thelio 54.2 251.9 290.2 TR 7980X DIY Build 79.5 240.6 278.4 OpenBenchmarking.org Watts, Fewer Is Better Neural Magic DeepSparse 1.6 CPU Power Consumption Monitor 70 140 210 280 350
Neural Magic DeepSparse CPU Peak Freq (Highest CPU Core Frequency) Monitor Min Avg Max TR 3990X System76 Thelio 2669 2959 4220 TR 7980X DIY Build 545 4434 5076 OpenBenchmarking.org Megahertz, More Is Better Neural Magic DeepSparse 1.6 CPU Peak Freq (Highest CPU Core Frequency) Monitor 1300 2600 3900 5200 6500
Neural Magic DeepSparse CPU Temperature Monitor Min Avg Max TR 3990X System76 Thelio 48.3 61.8 66.3 TR 7980X DIY Build 42.8 49.0 51.0 OpenBenchmarking.org Celsius, Fewer Is Better Neural Magic DeepSparse 1.6 CPU Temperature Monitor 20 40 60 80 100
Neural Magic DeepSparse CPU Power Consumption Monitor Min Avg Max TR 3990X System76 Thelio 53.2 243.2 290.4 TR 7980X DIY Build 79.4 237.4 282.3 OpenBenchmarking.org Watts, Fewer Is Better Neural Magic DeepSparse 1.6 CPU Power Consumption Monitor 70 140 210 280 350
Neural Magic DeepSparse CPU Peak Freq (Highest CPU Core Frequency) Monitor Min Avg Max TR 3990X System76 Thelio 2519 2924 4192 TR 7980X DIY Build 545 4464 5502 OpenBenchmarking.org Megahertz, More Is Better Neural Magic DeepSparse 1.6 CPU Peak Freq (Highest CPU Core Frequency) Monitor 1400 2800 4200 5600 7000
Neural Magic DeepSparse CPU Temperature Monitor Min Avg Max TR 3990X System76 Thelio 46.3 60.6 67.0 TR 7980X DIY Build 46.0 50.5 52.4 OpenBenchmarking.org Celsius, Fewer Is Better Neural Magic DeepSparse 1.6 CPU Temperature Monitor 20 40 60 80 100
Neural Magic DeepSparse CPU Power Consumption Monitor Min Avg Max TR 3990X System76 Thelio 54.4 228.2 289.8 TR 7980X DIY Build 41.7 256.6 316.6 OpenBenchmarking.org Watts, Fewer Is Better Neural Magic DeepSparse 1.6 CPU Power Consumption Monitor 80 160 240 320 400
Neural Magic DeepSparse CPU Peak Freq (Highest CPU Core Frequency) Monitor Min Avg Max TR 3990X System76 Thelio 2783 3163 4212 TR 7980X DIY Build 545 4523 5508 OpenBenchmarking.org Megahertz, More Is Better Neural Magic DeepSparse 1.6 CPU Peak Freq (Highest CPU Core Frequency) Monitor 1400 2800 4200 5600 7000
LeelaChessZero CPU Temperature Monitor Min Avg Max TR 3990X System76 Thelio 46.8 65.9 84.5 TR 7980X DIY Build 45.5 65.8 87.0 OpenBenchmarking.org Celsius, Fewer Is Better LeelaChessZero 0.30 CPU Temperature Monitor 20 40 60 80 100
LeelaChessZero CPU Power Consumption Monitor Min Avg Max TR 3990X System76 Thelio 52.9 244.6 290.4 TR 7980X DIY Build 41.8 304.5 362.9 OpenBenchmarking.org Watts, Fewer Is Better LeelaChessZero 0.30 CPU Power Consumption Monitor 100 200 300 400 500
LeelaChessZero CPU Peak Freq (Highest CPU Core Frequency) Monitor Min Avg Max TR 3990X System76 Thelio 2900 3514 4203 TR 7980X DIY Build 545 4345 5371 OpenBenchmarking.org Megahertz, More Is Better LeelaChessZero 0.30 CPU Peak Freq (Highest CPU Core Frequency) Monitor 1400 2800 4200 5600 7000
LeelaChessZero Backend: Eigen OpenBenchmarking.org Nodes Per Second Per Watt, More Is Better LeelaChessZero 0.30 Backend: Eigen TR 3990X System76 Thelio TR 7980X DIY Build 0.3938 0.7876 1.1814 1.5752 1.969 0.384 1.750
LeelaChessZero CPU Temperature Monitor Min Avg Max TR 3990X System76 Thelio 49.0 68.2 89.0 TR 7980X DIY Build 48.6 67.1 89.1 OpenBenchmarking.org Celsius, Fewer Is Better LeelaChessZero 0.30 CPU Temperature Monitor 20 40 60 80 100
LeelaChessZero CPU Power Consumption Monitor Min Avg Max TR 3990X System76 Thelio 54.8 257.3 294.6 TR 7980X DIY Build 80.6 309.1 361.8 OpenBenchmarking.org Watts, Fewer Is Better LeelaChessZero 0.30 CPU Power Consumption Monitor 100 200 300 400 500
LeelaChessZero CPU Peak Freq (Highest CPU Core Frequency) Monitor Min Avg Max TR 3990X System76 Thelio 2900 3629 4155 TR 7980X DIY Build 545 4339 5391 OpenBenchmarking.org Megahertz, More Is Better LeelaChessZero 0.30 CPU Peak Freq (Highest CPU Core Frequency) Monitor 1400 2800 4200 5600 7000
LeelaChessZero Backend: BLAS OpenBenchmarking.org Nodes Per Second Per Watt, More Is Better LeelaChessZero 0.30 Backend: BLAS TR 3990X System76 Thelio TR 7980X DIY Build 0.4055 0.811 1.2165 1.622 2.0275 0.424 1.802
Llama.cpp CPU Temperature Monitor Min Avg Max TR 3990X System76 Thelio 49.0 66.2 71.8 TR 7980X DIY Build 48.6 66.4 71.5 OpenBenchmarking.org Celsius, Fewer Is Better Llama.cpp b1808 CPU Temperature Monitor 20 40 60 80 100
Llama.cpp CPU Power Consumption Monitor Min Avg Max TR 3990X System76 Thelio 54.2 273.6 293.2 TR 7980X DIY Build 42.2 339.3 364.8 OpenBenchmarking.org Watts, Fewer Is Better Llama.cpp b1808 CPU Power Consumption Monitor 100 200 300 400 500
Llama.cpp CPU Peak Freq (Highest CPU Core Frequency) Monitor Min Avg Max TR 3990X System76 Thelio 2900 3772 4189 TR 7980X DIY Build 545 4526 5304 OpenBenchmarking.org Megahertz, More Is Better Llama.cpp b1808 CPU Peak Freq (Highest CPU Core Frequency) Monitor 1300 2600 3900 5200 6500
Llama.cpp Model: llama-2-70b-chat.Q5_0.gguf OpenBenchmarking.org Tokens Per Second Per Watt, More Is Better Llama.cpp b1808 Model: llama-2-70b-chat.Q5_0.gguf TR 3990X System76 Thelio TR 7980X DIY Build 0.002 0.004 0.006 0.008 0.01 0.005 0.009
Llama.cpp CPU Temperature Monitor Min Avg Max TR 3990X System76 Thelio 49.8 64.7 68.8 TR 7980X DIY Build 48.6 62.1 79.3 OpenBenchmarking.org Celsius, Fewer Is Better Llama.cpp b1808 CPU Temperature Monitor 20 40 60 80 100
Llama.cpp CPU Power Consumption Monitor Min Avg Max TR 3990X System76 Thelio 54.7 265.6 291.7 TR 7980X DIY Build 81.7 302.7 354.8 OpenBenchmarking.org Watts, Fewer Is Better Llama.cpp b1808 CPU Power Consumption Monitor 100 200 300 400 500
Llama.cpp CPU Peak Freq (Highest CPU Core Frequency) Monitor Min Avg Max TR 3990X System76 Thelio 2900 3739 4180 TR 7980X DIY Build 545 4299 5277 OpenBenchmarking.org Megahertz, More Is Better Llama.cpp b1808 CPU Peak Freq (Highest CPU Core Frequency) Monitor 1300 2600 3900 5200 6500
Llama.cpp Model: llama-2-13b.Q4_0.gguf OpenBenchmarking.org Tokens Per Second Per Watt, More Is Better Llama.cpp b1808 Model: llama-2-13b.Q4_0.gguf TR 3990X System76 Thelio TR 7980X DIY Build 0.0137 0.0274 0.0411 0.0548 0.0685 0.030 0.061
Llama.cpp CPU Temperature Monitor Min Avg Max TR 3990X System76 Thelio 47.3 63.5 68.0 TR 7980X DIY Build 50.0 61.5 66.5 OpenBenchmarking.org Celsius, Fewer Is Better Llama.cpp b1808 CPU Temperature Monitor 20 40 60 80 100
Llama.cpp CPU Power Consumption Monitor Min Avg Max TR 3990X System76 Thelio 54.3 258.7 290.8 TR 7980X DIY Build 82.2 289.7 352.7 OpenBenchmarking.org Watts, Fewer Is Better Llama.cpp b1808 CPU Power Consumption Monitor 100 200 300 400 500
Llama.cpp CPU Peak Freq (Highest CPU Core Frequency) Monitor Min Avg Max TR 3990X System76 Thelio 2900 3755 4197 TR 7980X DIY Build 545 4014 4903 OpenBenchmarking.org Megahertz, More Is Better Llama.cpp b1808 CPU Peak Freq (Highest CPU Core Frequency) Monitor 1300 2600 3900 5200 6500
Llama.cpp Model: llama-2-7b.Q4_0.gguf OpenBenchmarking.org Tokens Per Second Per Watt, More Is Better Llama.cpp b1808 Model: llama-2-7b.Q4_0.gguf TR 3990X System76 Thelio TR 7980X DIY Build 0.0239 0.0478 0.0717 0.0956 0.1195 0.054 0.106
Whisper.cpp CPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better Whisper.cpp 1.4 CPU Temperature Monitor TR 3990X System76 Thelio TR 7980X DIY Build 15 30 45 60 75 Min: 48.75 / Avg: 67.38 / Max: 71 Min: 49.13 / Avg: 69.3 / Max: 75.5
Whisper.cpp CPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better Whisper.cpp 1.4 CPU Power Consumption Monitor TR 3990X System76 Thelio TR 7980X DIY Build 60 120 180 240 300 Min: 53.95 / Avg: 286.03 / Max: 292.06 Min: 81.83 / Avg: 336.29 / Max: 359.78
Whisper.cpp CPU Peak Freq (Highest CPU Core Frequency) Monitor OpenBenchmarking.org Megahertz, More Is Better Whisper.cpp 1.4 CPU Peak Freq (Highest CPU Core Frequency) Monitor TR 3990X System76 Thelio TR 7980X DIY Build 900 1800 2700 3600 4500 Min: 2900 / Avg: 3560.02 / Max: 4242 Min: 545 / Avg: 4441.33 / Max: 5192
Whisper.cpp CPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better Whisper.cpp 1.4 CPU Temperature Monitor TR 3990X System76 Thelio TR 7980X DIY Build 14 28 42 56 70 Min: 48.75 / Avg: 67.13 / Max: 71.75 Min: 48.25 / Avg: 68.54 / Max: 75.13
Whisper.cpp CPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better Whisper.cpp 1.4 CPU Power Consumption Monitor TR 3990X System76 Thelio TR 7980X DIY Build 60 120 180 240 300 Min: 53.52 / Avg: 282.31 / Max: 292.42 Min: 81.2 / Avg: 332.34 / Max: 358.68
Whisper.cpp CPU Peak Freq (Highest CPU Core Frequency) Monitor OpenBenchmarking.org Megahertz, More Is Better Whisper.cpp 1.4 CPU Peak Freq (Highest CPU Core Frequency) Monitor TR 3990X System76 Thelio TR 7980X DIY Build 900 1800 2700 3600 4500 Min: 2900 / Avg: 3682.86 / Max: 4236 Min: 545 / Avg: 4516.14 / Max: 5155
Whisper.cpp Model: ggml-small.en - Input: 2016 State of the Union OpenBenchmarking.org Seconds, Fewer Is Better Whisper.cpp 1.4 Model: ggml-small.en - Input: 2016 State of the Union TR 3990X System76 Thelio TR 7980X DIY Build 130 260 390 520 650 SE +/- 6.62, N = 9 SE +/- 15.22, N = 9 579.21 445.32 1. (CXX) g++ options: -O3 -std=c++11 -fPIC -pthread
Whisper.cpp CPU Temperature Monitor Min Avg Max TR 3990X System76 Thelio 48.8 66.6 70.5 TR 7980X DIY Build 49.1 69.3 76.0 OpenBenchmarking.org Celsius, Fewer Is Better Whisper.cpp 1.4 CPU Temperature Monitor 20 40 60 80 100
Whisper.cpp CPU Power Consumption Monitor Min Avg Max TR 3990X System76 Thelio 53.4 276.8 290.1 TR 7980X DIY Build 40.7 329.8 359.8 OpenBenchmarking.org Watts, Fewer Is Better Whisper.cpp 1.4 CPU Power Consumption Monitor 100 200 300 400 500
Whisper.cpp CPU Peak Freq (Highest CPU Core Frequency) Monitor Min Avg Max TR 3990X System76 Thelio 2900 3733 4217 TR 7980X DIY Build 545 4549 4992 OpenBenchmarking.org Megahertz, More Is Better Whisper.cpp 1.4 CPU Peak Freq (Highest CPU Core Frequency) Monitor 1300 2600 3900 5200 6500
Whisper.cpp Model: ggml-base.en - Input: 2016 State of the Union OpenBenchmarking.org Seconds, Fewer Is Better Whisper.cpp 1.4 Model: ggml-base.en - Input: 2016 State of the Union TR 3990X System76 Thelio TR 7980X DIY Build 50 100 150 200 250 SE +/- 0.87, N = 3 SE +/- 4.70, N = 12 248.00 192.00 1. (CXX) g++ options: -O3 -std=c++11 -fPIC -pthread
PyTorch CPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better PyTorch 2.1 CPU Temperature Monitor TR 3990X System76 Thelio TR 7980X DIY Build 14 28 42 56 70 Min: 48.75 / Avg: 65.21 / Max: 69.75 Min: 49.13 / Avg: 64.35 / Max: 67.38
PyTorch CPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better PyTorch 2.1 CPU Power Consumption Monitor TR 3990X System76 Thelio TR 7980X DIY Build 60 120 180 240 300 Min: 53.87 / Avg: 269.86 / Max: 277.68 Min: 82.41 / Avg: 315.29 / Max: 336.02
PyTorch CPU Peak Freq (Highest CPU Core Frequency) Monitor OpenBenchmarking.org Megahertz, More Is Better PyTorch 2.1 CPU Peak Freq (Highest CPU Core Frequency) Monitor TR 3990X System76 Thelio TR 7980X DIY Build 900 1800 2700 3600 4500 Min: 2900 / Avg: 3919.56 / Max: 4192 Min: 1475 / Avg: 4743.25 / Max: 5193
PyTorch Device: CPU - Batch Size: 64 - Model: Efficientnet_v2_l OpenBenchmarking.org batches/sec Per Watt, More Is Better PyTorch 2.1 Device: CPU - Batch Size: 64 - Model: Efficientnet_v2_l TR 3990X System76 Thelio TR 7980X DIY Build 0.0059 0.0118 0.0177 0.0236 0.0295 0.011 0.026
PyTorch CPU Temperature Monitor Min Avg Max TR 3990X System76 Thelio 48.8 65.6 69.8 TR 7980X DIY Build 47.8 64.8 68.4 OpenBenchmarking.org Celsius, Fewer Is Better PyTorch 2.1 CPU Temperature Monitor 20 40 60 80 100
PyTorch CPU Power Consumption Monitor Min Avg Max TR 3990X System76 Thelio 54.6 279.8 290.3 TR 7980X DIY Build 80.7 325.8 360.8 OpenBenchmarking.org Watts, Fewer Is Better PyTorch 2.1 CPU Power Consumption Monitor 100 200 300 400 500
PyTorch CPU Peak Freq (Highest CPU Core Frequency) Monitor Min Avg Max TR 3990X System76 Thelio 2900 3896 4187 TR 7980X DIY Build 545 4643 5272 OpenBenchmarking.org Megahertz, More Is Better PyTorch 2.1 CPU Peak Freq (Highest CPU Core Frequency) Monitor 1300 2600 3900 5200 6500
PyTorch Device: CPU - Batch Size: 64 - Model: ResNet-152 OpenBenchmarking.org batches/sec Per Watt, More Is Better PyTorch 2.1 Device: CPU - Batch Size: 64 - Model: ResNet-152 TR 3990X System76 Thelio TR 7980X DIY Build 0.0131 0.0262 0.0393 0.0524 0.0655 0.024 0.058
PyTorch CPU Temperature Monitor Min Avg Max TR 3990X System76 Thelio 49.0 64.8 69.3 TR 7980X DIY Build 47.4 61.6 66.5 OpenBenchmarking.org Celsius, Fewer Is Better PyTorch 2.1 CPU Temperature Monitor 20 40 60 80 100
PyTorch CPU Power Consumption Monitor Min Avg Max TR 3990X System76 Thelio 54.5 271.9 290.6 TR 7980X DIY Build 42.5 303.6 357.0 OpenBenchmarking.org Watts, Fewer Is Better PyTorch 2.1 CPU Power Consumption Monitor 100 200 300 400 500
PyTorch CPU Peak Freq (Highest CPU Core Frequency) Monitor Min Avg Max TR 3990X System76 Thelio 2900 3905 4211 TR 7980X DIY Build 545 4478 5218 OpenBenchmarking.org Megahertz, More Is Better PyTorch 2.1 CPU Peak Freq (Highest CPU Core Frequency) Monitor 1300 2600 3900 5200 6500
PyTorch Device: CPU - Batch Size: 64 - Model: ResNet-50 OpenBenchmarking.org batches/sec Per Watt, More Is Better PyTorch 2.1 Device: CPU - Batch Size: 64 - Model: ResNet-50 TR 3990X System76 Thelio TR 7980X DIY Build 0.0358 0.0716 0.1074 0.1432 0.179 0.061 0.159
PyTorch CPU Temperature Monitor Min Avg Max TR 3990X System76 Thelio 48.8 64.6 68.8 TR 7980X DIY Build 47.4 62.3 81.5 OpenBenchmarking.org Celsius, Fewer Is Better PyTorch 2.1 CPU Temperature Monitor 20 40 60 80 100
PyTorch CPU Power Consumption Monitor Min Avg Max TR 3990X System76 Thelio 54.5 265.4 276.2 TR 7980X DIY Build 81.3 302.2 333.3 OpenBenchmarking.org Watts, Fewer Is Better PyTorch 2.1 CPU Power Consumption Monitor 80 160 240 320 400
PyTorch CPU Peak Freq (Highest CPU Core Frequency) Monitor Min Avg Max TR 3990X System76 Thelio 2279 3914 4236 TR 7980X DIY Build 545 4653 5194 OpenBenchmarking.org Megahertz, More Is Better PyTorch 2.1 CPU Peak Freq (Highest CPU Core Frequency) Monitor 1300 2600 3900 5200 6500
PyTorch Device: CPU - Batch Size: 1 - Model: Efficientnet_v2_l OpenBenchmarking.org batches/sec Per Watt, More Is Better PyTorch 2.1 Device: CPU - Batch Size: 1 - Model: Efficientnet_v2_l TR 3990X System76 Thelio TR 7980X DIY Build 0.0097 0.0194 0.0291 0.0388 0.0485 0.016 0.043
PyTorch CPU Temperature Monitor Min Avg Max TR 3990X System76 Thelio 48.8 64.7 72.8 TR 7980X DIY Build 46.4 61.0 81.5 OpenBenchmarking.org Celsius, Fewer Is Better PyTorch 2.1 CPU Temperature Monitor 20 40 60 80 100
PyTorch CPU Power Consumption Monitor Min Avg Max TR 3990X System76 Thelio 54.5 272.1 287.1 TR 7980X DIY Build 75.2 297.6 336.4 OpenBenchmarking.org Watts, Fewer Is Better PyTorch 2.1 CPU Power Consumption Monitor 80 160 240 320 400
PyTorch CPU Peak Freq (Highest CPU Core Frequency) Monitor Min Avg Max TR 3990X System76 Thelio 2900 3918 4211 TR 7980X DIY Build 545 4556 5167 OpenBenchmarking.org Megahertz, More Is Better PyTorch 2.1 CPU Peak Freq (Highest CPU Core Frequency) Monitor 1300 2600 3900 5200 6500
PyTorch Device: CPU - Batch Size: 1 - Model: ResNet-152 OpenBenchmarking.org batches/sec Per Watt, More Is Better PyTorch 2.1 Device: CPU - Batch Size: 1 - Model: ResNet-152 TR 3990X System76 Thelio TR 7980X DIY Build 0.0167 0.0334 0.0501 0.0668 0.0835 0.030 0.074
PyTorch CPU Temperature Monitor Min Avg Max TR 3990X System76 Thelio 46.3 62.8 70.0 TR 7980X DIY Build 48.3 58.5 80.6 OpenBenchmarking.org Celsius, Fewer Is Better PyTorch 2.1 CPU Temperature Monitor 20 40 60 80 100
PyTorch CPU Power Consumption Monitor Min Avg Max TR 3990X System76 Thelio 31.0 253.6 282.3 TR 7980X DIY Build 81.8 257.9 323.1 OpenBenchmarking.org Watts, Fewer Is Better PyTorch 2.1 CPU Power Consumption Monitor 80 160 240 320 400
PyTorch CPU Peak Freq (Highest CPU Core Frequency) Monitor Min Avg Max TR 3990X System76 Thelio 2900 3905 4269 TR 7980X DIY Build 545 4188 5217 OpenBenchmarking.org Megahertz, More Is Better PyTorch 2.1 CPU Peak Freq (Highest CPU Core Frequency) Monitor 1300 2600 3900 5200 6500
PyTorch Device: CPU - Batch Size: 1 - Model: ResNet-50 OpenBenchmarking.org batches/sec Per Watt, More Is Better PyTorch 2.1 Device: CPU - Batch Size: 1 - Model: ResNet-50 TR 3990X System76 Thelio TR 7980X DIY Build 0.0522 0.1044 0.1566 0.2088 0.261 0.080 0.232
TensorFlow CPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better TensorFlow 2.12 CPU Temperature Monitor TR 3990X System76 Thelio TR 7980X DIY Build 16 32 48 64 80 Min: 49 / Avg: 61.62 / Max: 85.25 Min: 47.75 / Avg: 66.59 / Max: 69.63
TensorFlow CPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better TensorFlow 2.12 CPU Power Consumption Monitor TR 3990X System76 Thelio TR 7980X DIY Build 70 140 210 280 350 Min: 54.01 / Avg: 235.62 / Max: 286.21 Min: 81.63 / Avg: 343.78 / Max: 372.82
TensorFlow CPU Peak Freq (Highest CPU Core Frequency) Monitor OpenBenchmarking.org Megahertz, More Is Better TensorFlow 2.12 CPU Peak Freq (Highest CPU Core Frequency) Monitor TR 3990X System76 Thelio TR 7980X DIY Build 900 1800 2700 3600 4500 Min: 2196 / Avg: 3794.04 / Max: 4261 Min: 545 / Avg: 4461.96 / Max: 5154
TensorFlow Device: CPU - Batch Size: 256 - Model: ResNet-50 OpenBenchmarking.org images/sec Per Watt, More Is Better TensorFlow 2.12 Device: CPU - Batch Size: 256 - Model: ResNet-50 TR 3990X System76 Thelio TR 7980X DIY Build 0.0693 0.1386 0.2079 0.2772 0.3465 0.052 0.308
TensorFlow CPU Temperature Monitor Min Avg Max TR 3990X System76 Thelio 49.0 60.1 72.0 TR 7980X DIY Build 43.3 59.1 66.0 OpenBenchmarking.org Celsius, Fewer Is Better TensorFlow 2.12 CPU Temperature Monitor 20 40 60 80 100
TensorFlow CPU Power Consumption Monitor Min Avg Max TR 3990X System76 Thelio 53.6 200.8 243.1 TR 7980X DIY Build 80.7 295.8 348.4 OpenBenchmarking.org Watts, Fewer Is Better TensorFlow 2.12 CPU Power Consumption Monitor 100 200 300 400 500
TensorFlow CPU Peak Freq (Highest CPU Core Frequency) Monitor Min Avg Max TR 3990X System76 Thelio 2196 3374 4209 TR 7980X DIY Build 545 4339 5217 OpenBenchmarking.org Megahertz, More Is Better TensorFlow 2.12 CPU Peak Freq (Highest CPU Core Frequency) Monitor 1300 2600 3900 5200 6500
TensorFlow Device: CPU - Batch Size: 16 - Model: ResNet-50 OpenBenchmarking.org images/sec Per Watt, More Is Better TensorFlow 2.12 Device: CPU - Batch Size: 16 - Model: ResNet-50 TR 3990X System76 Thelio TR 7980X DIY Build 0.0452 0.0904 0.1356 0.1808 0.226 0.049 0.201
TensorFlow CPU Temperature Monitor Min Avg Max TR 3990X System76 Thelio 49.5 54.1 58.0 TR 7980X DIY Build 46.4 53.1 57.4 OpenBenchmarking.org Celsius, Fewer Is Better TensorFlow 2.12 CPU Temperature Monitor 16 32 48 64 80
TensorFlow CPU Power Consumption Monitor Min Avg Max TR 3990X System76 Thelio 54.4 136.7 188.3 TR 7980X DIY Build 81.9 192.9 240.3 OpenBenchmarking.org Watts, Fewer Is Better TensorFlow 2.12 CPU Power Consumption Monitor 60 120 180 240 300
TensorFlow CPU Peak Freq (Highest CPU Core Frequency) Monitor Min Avg Max TR 3990X System76 Thelio 2196 2858 4278 TR 7980X DIY Build 545 4128 5291 OpenBenchmarking.org Megahertz, More Is Better TensorFlow 2.12 CPU Peak Freq (Highest CPU Core Frequency) Monitor 1300 2600 3900 5200 6500
TensorFlow Device: CPU - Batch Size: 1 - Model: ResNet-50 OpenBenchmarking.org images/sec Per Watt, More Is Better TensorFlow 2.12 Device: CPU - Batch Size: 1 - Model: ResNet-50 TR 3990X System76 Thelio TR 7980X DIY Build 0.009 0.018 0.027 0.036 0.045 0.037 0.040
OpenVINO CPU Temperature Monitor Min Avg Max TR 3990X System76 Thelio 49.8 68.6 76.8 TR 7980X DIY Build 49.1 67.5 73.8 OpenBenchmarking.org Celsius, Fewer Is Better OpenVINO 2023.2.dev CPU Temperature Monitor 20 40 60 80 100
OpenVINO CPU Power Consumption Monitor Min Avg Max TR 3990X System76 Thelio 31.6 270.5 294.3 TR 7980X DIY Build 81.7 332.7 364.3 OpenBenchmarking.org Watts, Fewer Is Better OpenVINO 2023.2.dev CPU Power Consumption Monitor 100 200 300 400 500
OpenVINO CPU Peak Freq (Highest CPU Core Frequency) Monitor Min Avg Max TR 3990X System76 Thelio 2808 3132 4186 TR 7980X DIY Build 1467 3651 4945 OpenBenchmarking.org Megahertz, More Is Better OpenVINO 2023.2.dev CPU Peak Freq (Highest CPU Core Frequency) Monitor 1300 2600 3900 5200 6500
OpenVINO CPU Temperature Monitor Min Avg Max TR 3990X System76 Thelio 49.8 68.0 71.3 TR 7980X DIY Build 48.3 68.1 71.9 OpenBenchmarking.org Celsius, Fewer Is Better OpenVINO 2023.2.dev CPU Temperature Monitor 20 40 60 80 100
OpenVINO CPU Power Consumption Monitor Min Avg Max TR 3990X System76 Thelio 54.4 272.3 293.2 TR 7980X DIY Build 80.9 333.0 365.7 OpenBenchmarking.org Watts, Fewer Is Better OpenVINO 2023.2.dev CPU Power Consumption Monitor 100 200 300 400 500
OpenVINO CPU Peak Freq (Highest CPU Core Frequency) Monitor Min Avg Max TR 3990X System76 Thelio 2595 2689 4091 TR 7980X DIY Build 545 3510 4194 OpenBenchmarking.org Megahertz, More Is Better OpenVINO 2023.2.dev CPU Peak Freq (Highest CPU Core Frequency) Monitor 1100 2200 3300 4400 5500
OpenVINO CPU Temperature Monitor Min Avg Max TR 3990X System76 Thelio 50.0 69.7 72.8 TR 7980X DIY Build 49.1 67.1 71.0 OpenBenchmarking.org Celsius, Fewer Is Better OpenVINO 2023.2.dev CPU Temperature Monitor 20 40 60 80 100
OpenVINO CPU Power Consumption Monitor Min Avg Max TR 3990X System76 Thelio 54.5 270.8 291.2 TR 7980X DIY Build 81.9 327.9 365.4 OpenBenchmarking.org Watts, Fewer Is Better OpenVINO 2023.2.dev CPU Power Consumption Monitor 100 200 300 400 500
OpenVINO CPU Peak Freq (Highest CPU Core Frequency) Monitor Min Avg Max TR 3990X System76 Thelio 2900 3022 4080 TR 7980X DIY Build 545 3554 5044 OpenBenchmarking.org Megahertz, More Is Better OpenVINO 2023.2.dev CPU Peak Freq (Highest CPU Core Frequency) Monitor 1300 2600 3900 5200 6500
OpenVINO CPU Temperature Monitor Min Avg Max TR 3990X System76 Thelio 50.0 63.7 67.5 TR 7980X DIY Build 49.1 65.5 69.6 OpenBenchmarking.org Celsius, Fewer Is Better OpenVINO 2023.2.dev CPU Temperature Monitor 20 40 60 80 100
OpenVINO CPU Power Consumption Monitor Min Avg Max TR 3990X System76 Thelio 55.1 243.4 270.8 TR 7980X DIY Build 81.7 331.2 366.5 OpenBenchmarking.org Watts, Fewer Is Better OpenVINO 2023.2.dev CPU Power Consumption Monitor 100 200 300 400 500
OpenVINO CPU Peak Freq (Highest CPU Core Frequency) Monitor Min Avg Max TR 3990X System76 Thelio 2238 2440 4167 TR 7980X DIY Build 545 3637 4645 OpenBenchmarking.org Megahertz, More Is Better OpenVINO 2023.2.dev CPU Peak Freq (Highest CPU Core Frequency) Monitor 1200 2400 3600 4800 6000
OpenVINO CPU Temperature Monitor Min Avg Max TR 3990X System76 Thelio 49.0 64.1 69.0 TR 7980X DIY Build 48.6 67.0 71.9 OpenBenchmarking.org Celsius, Fewer Is Better OpenVINO 2023.2.dev CPU Temperature Monitor 20 40 60 80 100
OpenVINO CPU Power Consumption Monitor Min Avg Max TR 3990X System76 Thelio 54.2 242.8 263.7 TR 7980X DIY Build 82.7 330.3 364.4 OpenBenchmarking.org Watts, Fewer Is Better OpenVINO 2023.2.dev CPU Power Consumption Monitor 100 200 300 400 500
OpenVINO CPU Peak Freq (Highest CPU Core Frequency) Monitor Min Avg Max TR 3990X System76 Thelio 2221 2376 4150 TR 7980X DIY Build 1432 3610 4876 OpenBenchmarking.org Megahertz, More Is Better OpenVINO 2023.2.dev CPU Peak Freq (Highest CPU Core Frequency) Monitor 1200 2400 3600 4800 6000
OpenVINO CPU Temperature Monitor Min Avg Max TR 3990X System76 Thelio 48.5 68.9 72.0 TR 7980X DIY Build 49.1 66.7 69.6 OpenBenchmarking.org Celsius, Fewer Is Better OpenVINO 2023.2.dev CPU Temperature Monitor 20 40 60 80 100
OpenVINO CPU Power Consumption Monitor Min Avg Max TR 3990X System76 Thelio 53.3 271.5 290.9 TR 7980X DIY Build 83.1 332.2 364.3 OpenBenchmarking.org Watts, Fewer Is Better OpenVINO 2023.2.dev CPU Power Consumption Monitor 100 200 300 400 500
OpenVINO CPU Peak Freq (Highest CPU Core Frequency) Monitor Min Avg Max TR 3990X System76 Thelio 2899 3032 4143 TR 7980X DIY Build 545 3537 5065 OpenBenchmarking.org Megahertz, More Is Better OpenVINO 2023.2.dev CPU Peak Freq (Highest CPU Core Frequency) Monitor 1300 2600 3900 5200 6500
OpenVINO CPU Temperature Monitor Min Avg Max TR 3990X System76 Thelio 49.8 69.1 71.8 TR 7980X DIY Build 48.3 67.3 71.0 OpenBenchmarking.org Celsius, Fewer Is Better OpenVINO 2023.2.dev CPU Temperature Monitor 20 40 60 80 100
OpenVINO CPU Power Consumption Monitor Min Avg Max TR 3990X System76 Thelio 55.1 270.5 294.0 TR 7980X DIY Build 81.6 333.4 364.3 OpenBenchmarking.org Watts, Fewer Is Better OpenVINO 2023.2.dev CPU Power Consumption Monitor 100 200 300 400 500
OpenVINO CPU Peak Freq (Highest CPU Core Frequency) Monitor Min Avg Max TR 3990X System76 Thelio 2900 3182 4167 TR 7980X DIY Build 545 3591 4456 OpenBenchmarking.org Megahertz, More Is Better OpenVINO 2023.2.dev CPU Peak Freq (Highest CPU Core Frequency) Monitor 1200 2400 3600 4800 6000
OpenVINO CPU Temperature Monitor Min Avg Max TR 3990X System76 Thelio 48.3 62.3 69.8 TR 7980X DIY Build 48.3 66.0 81.5 OpenBenchmarking.org Celsius, Fewer Is Better OpenVINO 2023.2.dev CPU Temperature Monitor 20 40 60 80 100
OpenVINO CPU Power Consumption Monitor Min Avg Max TR 3990X System76 Thelio 54.7 222.3 245.5 TR 7980X DIY Build 81.8 332.2 368.7 OpenBenchmarking.org Watts, Fewer Is Better OpenVINO 2023.2.dev CPU Power Consumption Monitor 100 200 300 400 500
OpenVINO CPU Peak Freq (Highest CPU Core Frequency) Monitor Min Avg Max TR 3990X System76 Thelio 2396 2840 4156 TR 7980X DIY Build 545 4118 5219 OpenBenchmarking.org Megahertz, More Is Better OpenVINO 2023.2.dev CPU Peak Freq (Highest CPU Core Frequency) Monitor 1300 2600 3900 5200 6500
OpenVINO Model: Person Detection FP16 - Device: CPU OpenBenchmarking.org ms, Fewer Is Better OpenVINO 2023.2.dev Model: Person Detection FP16 - Device: CPU TR 3990X System76 Thelio TR 7980X DIY Build 90 180 270 360 450 SE +/- 1.75, N = 3 SE +/- 3.04, N = 15 412.09 145.95 MIN: 190.32 / MAX: 502.01 MIN: 40.15 / MAX: 306.09 1. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie
OpenVINO Model: Person Detection FP16 - Device: CPU OpenBenchmarking.org FPS, More Is Better OpenVINO 2023.2.dev Model: Person Detection FP16 - Device: CPU TR 3990X System76 Thelio TR 7980X DIY Build 50 100 150 200 250 SE +/- 0.30, N = 3 SE +/- 5.43, N = 15 77.50 220.46 1. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie
OpenVINO CPU Temperature Monitor Min Avg Max TR 3990X System76 Thelio 47.0 67.3 71.0 TR 7980X DIY Build 47.4 66.8 70.5 OpenBenchmarking.org Celsius, Fewer Is Better OpenVINO 2023.2.dev CPU Temperature Monitor 20 40 60 80 100
OpenVINO CPU Power Consumption Monitor Min Avg Max TR 3990X System76 Thelio 53.4 272.4 290.0 TR 7980X DIY Build 41.4 330.4 358.4 OpenBenchmarking.org Watts, Fewer Is Better OpenVINO 2023.2.dev CPU Power Consumption Monitor 100 200 300 400 500
OpenVINO CPU Peak Freq (Highest CPU Core Frequency) Monitor Min Avg Max TR 3990X System76 Thelio 2900 3204 3595 TR 7980X DIY Build 545 3827 5018 OpenBenchmarking.org Megahertz, More Is Better OpenVINO 2023.2.dev CPU Peak Freq (Highest CPU Core Frequency) Monitor 1300 2600 3900 5200 6500
OpenVINO CPU Temperature Monitor Min Avg Max TR 3990X System76 Thelio 42.3 66.2 72.3 TR 7980X DIY Build 37.3 63.4 76.5 OpenBenchmarking.org Celsius, Fewer Is Better OpenVINO 2023.2.dev CPU Temperature Monitor 20 40 60 80 100
OpenVINO CPU Power Consumption Monitor Min Avg Max TR 3990X System76 Thelio 51.6 263.9 293.5 TR 7980X DIY Build 77.9 326.5 364.7 OpenBenchmarking.org Watts, Fewer Is Better OpenVINO 2023.2.dev CPU Power Consumption Monitor 100 200 300 400 500
OpenVINO CPU Peak Freq (Highest CPU Core Frequency) Monitor Min Avg Max TR 3990X System76 Thelio 2900 3239 4266 TR 7980X DIY Build 545 3629 5194 OpenBenchmarking.org Megahertz, More Is Better OpenVINO 2023.2.dev CPU Peak Freq (Highest CPU Core Frequency) Monitor 1300 2600 3900 5200 6500
Phoronix Test Suite v10.8.5