AMD Ryzen 9 7950X3D Linux review benchmarks for a future article on Phoronix.
Core i9 13900K Processor: Intel Core i9-13900K @ 5.50GHz (24 Cores / 32 Threads), Motherboard: ASUS PRIME Z790-P WIFI (0809 BIOS), Chipset: Intel Device 7a27, Memory: 32GB, Disk: Western Digital WD_BLACK SN850X 1000GB + 2000GB, Graphics: AMD Radeon RX 7900 XTX 24GB (2304/1249MHz), Audio: Realtek ALC897, Monitor: ASUS VP28U, Network: Intel Device 7a70
OS: Ubuntu 23.04, Kernel: 6.2.0-060200rc8daily20230213-generic (x86_64), Desktop: GNOME Shell 43.2, Display Server: X Server 1.21.1.6, OpenGL: 4.6 Mesa 23.1.0-devel (git-efcb639 2023-02-13 lunar-oibaf-ppa) (LLVM 15.0.7 DRM 3.49), Compiler: GCC 12.2.0, File-System: ext4, Screen Resolution: 3840x2160
Kernel Notes: Transparent Huge Pages: madviseCompiler Notes: --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-cet --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-gnu-unique-object --enable-languages=c,ada,c++,go,d,fortran,objc,obj-c++,m2 --enable-libphobos-checking=release --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-defaulted --enable-offload-targets=nvptx-none=/build/gcc-12-AKimc9/gcc-12-12.2.0/debian/tmp-nvptx/usr,amdgcn-amdhsa=/build/gcc-12-AKimc9/gcc-12-12.2.0/debian/tmp-gcn/usr --enable-plugin --enable-shared --enable-threads=posix --host=x86_64-linux-gnu --program-prefix=x86_64-linux-gnu- --target=x86_64-linux-gnu --with-abi=m64 --with-arch-32=i686 --with-default-libstdcxx-abi=new --with-gcc-major-version-only --with-multilib-list=m32,m64,mx32 --with-target-system-zlib=auto --with-tune=generic --without-cuda-driver -vDisk Notes: NONE / errors=remount-ro,relatime,rw / Block Size: 4096Processor Notes: Scaling Governor: intel_pstate performance (EPP: performance) - CPU Microcode: 0x10e - Thermald 2.5.2Java Notes: OpenJDK Runtime Environment (build 17.0.6+10-Ubuntu-0ubuntu1)Python Notes: Python 3.11.1Security Notes: itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + mmio_stale_data: Not affected + retbleed: Not affected + spec_store_bypass: Mitigation of SSB disabled via prctl + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Enhanced IBRS IBPB: conditional RSB filling PBRSB-eIBRS: SW sequence + srbds: Not affected + tsx_async_abort: Not affected
Ryzen 7 5800X3D Processor: AMD Ryzen 7 5800X3D 8-Core @ 4.55GHz (8 Cores / 16 Threads) , Motherboard: ASUS ROG CROSSHAIR VIII HERO (4402 BIOS) , Chipset: AMD Starship/Matisse , Memory: 32GB, Disk: Western Digital WD_BLACK SN850X 1000GB + 2000GB, Graphics: AMD Radeon RX 7900 XTX 24GB (2304/1249MHz), Audio: AMD Device ab30 , Monitor: ASUS MG28U , Network: Realtek RTL8125 2.5GbE + Intel I211
Kernel Notes: Transparent Huge Pages: madviseCompiler Notes: --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-cet --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-gnu-unique-object --enable-languages=c,ada,c++,go,d,fortran,objc,obj-c++,m2 --enable-libphobos-checking=release --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-defaulted --enable-offload-targets=nvptx-none=/build/gcc-12-AKimc9/gcc-12-12.2.0/debian/tmp-nvptx/usr,amdgcn-amdhsa=/build/gcc-12-AKimc9/gcc-12-12.2.0/debian/tmp-gcn/usr --enable-plugin --enable-shared --enable-threads=posix --host=x86_64-linux-gnu --program-prefix=x86_64-linux-gnu- --target=x86_64-linux-gnu --with-abi=m64 --with-arch-32=i686 --with-default-libstdcxx-abi=new --with-gcc-major-version-only --with-multilib-list=m32,m64,mx32 --with-target-system-zlib=auto --with-tune=generic --without-cuda-driver -vDisk Notes: NONE / errors=remount-ro,relatime,rw / Block Size: 4096Processor Notes: Scaling Governor: amd-pstate performance (Boost: Enabled) - CPU Microcode: 0xa20120aJava Notes: OpenJDK Runtime Environment (build 17.0.6+10-Ubuntu-0ubuntu1)Python Notes: Python 3.11.1Security Notes: itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + mmio_stale_data: Not affected + retbleed: Not affected + spec_store_bypass: Mitigation of SSB disabled via prctl + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Retpolines IBPB: conditional IBRS_FW STIBP: always-on RSB filling PBRSB-eIBRS: Not affected + srbds: Not affected + tsx_async_abort: Not affected
Ryzen 9 5950X Changed Processor to AMD Ryzen 9 5950X 16-Core @ 5.08GHz (16 Cores / 32 Threads) .
Processor Change: Scaling Governor: amd-pstate performance (Boost: Enabled) - CPU Microcode: 0xa201025
Ryzen 9 7950X Processor: AMD Ryzen 9 7950X 16-Core @ 4.50GHz (16 Cores / 32 Threads) , Motherboard: ASUS ROG CROSSHAIR X670E HERO (9922 BIOS) , Chipset: AMD Device 14d8 , Memory: 32GB, Disk: Western Digital WD_BLACK SN850X 1000GB + 2000GB, Graphics: AMD Radeon RX 7900 XTX 24GB (2304/1249MHz), Audio: AMD Device ab30, Monitor: ASUS MG28U, Network: Intel I225-V + Intel Wi-Fi 6 AX210/AX211/AX411
Kernel Notes: Transparent Huge Pages: madviseCompiler Notes: --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-cet --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-gnu-unique-object --enable-languages=c,ada,c++,go,d,fortran,objc,obj-c++,m2 --enable-libphobos-checking=release --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-defaulted --enable-offload-targets=nvptx-none=/build/gcc-12-AKimc9/gcc-12-12.2.0/debian/tmp-nvptx/usr,amdgcn-amdhsa=/build/gcc-12-AKimc9/gcc-12-12.2.0/debian/tmp-gcn/usr --enable-plugin --enable-shared --enable-threads=posix --host=x86_64-linux-gnu --program-prefix=x86_64-linux-gnu- --target=x86_64-linux-gnu --with-abi=m64 --with-arch-32=i686 --with-default-libstdcxx-abi=new --with-gcc-major-version-only --with-multilib-list=m32,m64,mx32 --with-target-system-zlib=auto --with-tune=generic --without-cuda-driver -vDisk Notes: NONE / errors=remount-ro,relatime,rw / Block Size: 4096Processor Notes: Scaling Governor: acpi-cpufreq performance (Boost: Enabled) - CPU Microcode: 0xa601203Java Notes: OpenJDK Runtime Environment (build 17.0.6+10-Ubuntu-0ubuntu1)Python Notes: Python 3.11.1Security Notes: itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + mmio_stale_data: Not affected + retbleed: Not affected + spec_store_bypass: Mitigation of SSB disabled via prctl + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Retpolines IBPB: conditional IBRS_FW STIBP: always-on RSB filling PBRSB-eIBRS: Not affected + srbds: Not affected + tsx_async_abort: Not affected
Ryzen 9 7950X3D Changed Processor to AMD Ryzen 9 7950X3D 16-Core @ 4.20GHz (16 Cores / 32 Threads) .
AMD Ryzen 9 7950X3D Linux Review Benchmarks Processor Motherboard Chipset Memory Disk Graphics Audio Monitor Network OS Kernel Desktop Display Server OpenGL Compiler File-System Screen Resolution Core i9 13900K Ryzen 7 5800X3D Ryzen 9 5950X Ryzen 9 7950X Ryzen 9 7950X3D Intel Core i9-13900K @ 5.50GHz (24 Cores / 32 Threads) ASUS PRIME Z790-P WIFI (0809 BIOS) Intel Device 7a27 32GB Western Digital WD_BLACK SN850X 1000GB + 2000GB AMD Radeon RX 7900 XTX 24GB (2304/1249MHz) Realtek ALC897 ASUS VP28U Intel Device 7a70 Ubuntu 23.04 6.2.0-060200rc8daily20230213-generic (x86_64) GNOME Shell 43.2 X Server 1.21.1.6 4.6 Mesa 23.1.0-devel (git-efcb639 2023-02-13 lunar-oibaf-ppa) (LLVM 15.0.7 DRM 3.49) GCC 12.2.0 ext4 3840x2160 AMD Ryzen 7 5800X3D 8-Core @ 4.55GHz (8 Cores / 16 Threads) ASUS ROG CROSSHAIR VIII HERO (4402 BIOS) AMD Starship/Matisse AMD Device ab30 ASUS MG28U Realtek RTL8125 2.5GbE + Intel I211 AMD Ryzen 9 5950X 16-Core @ 5.08GHz (16 Cores / 32 Threads) AMD Ryzen 9 7950X 16-Core @ 4.50GHz (16 Cores / 32 Threads) ASUS ROG CROSSHAIR X670E HERO (9922 BIOS) AMD Device 14d8 Intel I225-V + Intel Wi-Fi 6 AX210/AX211/AX411 AMD Ryzen 9 7950X3D 16-Core @ 4.20GHz (16 Cores / 32 Threads) OpenBenchmarking.org Kernel Details - Transparent Huge Pages: madvise Compiler Details - --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-cet --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-gnu-unique-object --enable-languages=c,ada,c++,go,d,fortran,objc,obj-c++,m2 --enable-libphobos-checking=release --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-defaulted --enable-offload-targets=nvptx-none=/build/gcc-12-AKimc9/gcc-12-12.2.0/debian/tmp-nvptx/usr,amdgcn-amdhsa=/build/gcc-12-AKimc9/gcc-12-12.2.0/debian/tmp-gcn/usr --enable-plugin --enable-shared --enable-threads=posix --host=x86_64-linux-gnu --program-prefix=x86_64-linux-gnu- --target=x86_64-linux-gnu --with-abi=m64 --with-arch-32=i686 --with-default-libstdcxx-abi=new --with-gcc-major-version-only --with-multilib-list=m32,m64,mx32 --with-target-system-zlib=auto --with-tune=generic --without-cuda-driver -v Disk Details - NONE / errors=remount-ro,relatime,rw / Block Size: 4096 Processor Details - Core i9 13900K: Scaling Governor: intel_pstate performance (EPP: performance) - CPU Microcode: 0x10e - Thermald 2.5.2 - Ryzen 7 5800X3D: Scaling Governor: amd-pstate performance (Boost: Enabled) - CPU Microcode: 0xa20120a - Ryzen 9 5950X: Scaling Governor: amd-pstate performance (Boost: Enabled) - CPU Microcode: 0xa201025 - Ryzen 9 7950X: Scaling Governor: acpi-cpufreq performance (Boost: Enabled) - CPU Microcode: 0xa601203 - Ryzen 9 7950X3D: Scaling Governor: acpi-cpufreq performance (Boost: Enabled) - CPU Microcode: 0xa601203 Java Details - OpenJDK Runtime Environment (build 17.0.6+10-Ubuntu-0ubuntu1) Python Details - Python 3.11.1 Security Details - Core i9 13900K: itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + mmio_stale_data: Not affected + retbleed: Not affected + spec_store_bypass: Mitigation of SSB disabled via prctl + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Enhanced IBRS IBPB: conditional RSB filling PBRSB-eIBRS: SW sequence + srbds: Not affected + tsx_async_abort: Not affected - Ryzen 7 5800X3D: itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + mmio_stale_data: Not affected + retbleed: Not affected + spec_store_bypass: Mitigation of SSB disabled via prctl + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Retpolines IBPB: conditional IBRS_FW STIBP: always-on RSB filling PBRSB-eIBRS: Not affected + srbds: Not affected + tsx_async_abort: Not affected - Ryzen 9 5950X: itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + mmio_stale_data: Not affected + retbleed: Not affected + spec_store_bypass: Mitigation of SSB disabled via prctl + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Retpolines IBPB: conditional IBRS_FW STIBP: always-on RSB filling PBRSB-eIBRS: Not affected + srbds: Not affected + tsx_async_abort: Not affected - Ryzen 9 7950X: itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + mmio_stale_data: Not affected + retbleed: Not affected + spec_store_bypass: Mitigation of SSB disabled via prctl + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Retpolines IBPB: conditional IBRS_FW STIBP: always-on RSB filling PBRSB-eIBRS: Not affected + srbds: Not affected + tsx_async_abort: Not affected - Ryzen 9 7950X3D: itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + mmio_stale_data: Not affected + retbleed: Not affected + spec_store_bypass: Mitigation of SSB disabled via prctl + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Retpolines IBPB: conditional IBRS_FW STIBP: always-on RSB filling PBRSB-eIBRS: Not affected + srbds: Not affected + tsx_async_abort: Not affected
Core i9 13900K Ryzen 7 5800X3D Ryzen 9 5950X Ryzen 9 7950X Ryzen 9 7950X3D Result Overview Phoronix Test Suite 100% 174% 249% 323% 398% oneDNN Xcompact3d Incompact3d OSPRay OpenVINO OSPRay Studio NAMD Primesieve Cpuminer-Opt Stress-NG Blender ASKAP BRL-CAD SVT-VP9 Chaos Group V-RAY Tachyon ASTC Encoder LuxCoreRender Timed Linux Kernel Compilation Pennant Node.js Express HTTP Load Test Timed Godot Game Engine Compilation LeelaChessZero Sysbench Timed LLVM Compilation Darktable Timed MPlayer Compilation IndigoBench ACES DGEMM GPAW OpenVKL Stargate Digital Audio Workstation N-Queens SVT-HEVC Timed FFmpeg Compilation High Performance Conjugate Gradient Embree LAMMPS Molecular Dynamics Simulator 7-Zip Compression GROMACS Timed Mesa Compilation Himeno Benchmark LULESH m-queens Build2 Appleseed OpenFOAM x264 Xmrig Liquid-DSP Kvazaar Algebraic Multi-Grid Benchmark libavif avifenc TensorFlow Lite Numenta Anomaly Benchmark GraphicsMagick x265 Natron Timed MrBayes Analysis NCNN PHPBench SVT-AV1 KTX-Software toktx RocksDB simdjson PyBench ONNX Runtime PyHPC Benchmarks WireGuard + Linux Networking Stack Stress Test TNN RawTherapee AOM AV1 dav1d Numpy Benchmark Node.js V8 Web Tooling Benchmark rav1e QuantLib OpenEMS LuaRadio Zstd Compression Renaissance SQLite Speedtest DeepSpeech DaCapo Benchmark Selenium srsRAN RNNoise Dolfyn LZ4 Compression GNU Octave Benchmark Google Draco Crafty Radiance Benchmark GEGL Gcrypt Library LAME MP3 Encoding libjpeg-turbo tjbench WebP Image Encode Unpacking The Linux Kernel Unpacking Firefox GIMP VP9 libvpx Encoding
Core i9 13900K Ryzen 7 5800X3D Ryzen 9 5950X Ryzen 9 7950X Ryzen 9 7950X3D Per Watt Result Overview Phoronix Test Suite 100% 175% 250% 325% 400% GROMACS ASKAP LeelaChessZero Node.js Express HTTP Load Test SVT-VP9 Algebraic Multi-Grid Benchmark OSPRay LULESH Himeno Benchmark x264 ASTC Encoder Cpuminer-Opt SVT-HEVC Xmrig High Performance Conjugate Gradient Stress-NG Kvazaar Natron Embree Stargate Digital Audio Workstation PHPBench OpenVKL ACES DGEMM SVT-AV1 x265 7-Zip Compression LuxCoreRender LAMMPS Molecular Dynamics Simulator Chaos Group V-RAY BRL-CAD AOM AV1 IndigoBench rav1e VP9 libvpx Encoding OpenEMS Liquid-DSP Selenium Sysbench WebP Image Encode Node.js V8 Web Tooling Benchmark Numpy Benchmark QuantLib LZ4 Compression Crafty Zstd Compression simdjson GraphicsMagick srsRAN libjpeg-turbo tjbench RocksDB LuaRadio P.W.G.M P.W.G.M P.W.G.M P.W.G.M P.W.G.M P.W.G.M P.W.G.M P.W.G.M P.W.G.M P.W.G.M P.W.G.M P.W.G.M P.W.G.M P.W.G.M P.W.G.M P.W.G.M P.W.G.M P.W.G.M P.W.G.M P.W.G.M P.W.G.M P.W.G.M P.W.G.M P.W.G.M P.W.G.M P.W.G.M P.W.G.M P.W.G.M P.W.G.M P.W.G.M P.W.G.M P.W.G.M P.W.G.M P.W.G.M P.W.G.M P.W.G.M P.W.G.M P.W.G.M P.W.G.M P.W.G.M P.W.G.M P.W.G.M P.W.G.M P.W.G.M P.W.G.M P.W.G.M P.W.G.M P.W.G.M P.W.G.M P.W.G.M P.W.G.M
AMD Ryzen 9 7950X3D Linux Review Benchmarks build-linux-kernel: allmodconfig blender: Barbershop - CPU-Only lammps: 20k Atoms lczero: Eigen openems: pyEMS Coupler build-llvm: Unix Makefiles openvkl: vklBenchmark ISPC onnx: Faster R-CNN R-50-FPN-int8 - CPU - Standard onnx: Faster R-CNN R-50-FPN-int8 - CPU - Standard openvkl: vklBenchmark Scalar ospray: particle_volume/pathtracer/real_time build-llvm: Ninja lczero: BLAS ospray: particle_volume/scivis/real_time onnx: ResNet50 v1-12-int8 - CPU - Standard onnx: ResNet50 v1-12-int8 - CPU - Standard luaradio: Complex Phase luaradio: Hilbert Transform luaradio: FM Deemphasis Filter luaradio: Five Back to Back FIR Filters clickhouse: 100M Rows Hits Dataset, First Run / Cold Cache clickhouse: 100M Rows Hits Dataset, Second Run clickhouse: 100M Rows Hits Dataset, Third Run ospray-studio: 3 - 4K - 32 - Path Tracer blender: Pabellon Barcelona - CPU-Only himeno: Poisson Pressure Solver onnx: GPT-2 - CPU - Standard onnx: GPT-2 - CPU - Standard onnx: ArcFace ResNet-100 - CPU - Standard onnx: ArcFace ResNet-100 - CPU - Standard onnx: super-resolution-10 - CPU - Standard onnx: super-resolution-10 - CPU - Standard brl-cad: VGR Performance Metric onnx: fcn-resnet101-11 - CPU - Standard onnx: fcn-resnet101-11 - CPU - Standard onnx: bertsquad-12 - CPU - Standard onnx: bertsquad-12 - CPU - Standard gpaw: Carbon Nanotube onednn: Recurrent Neural Network Inference - u8s8f32 - CPU onednn: Recurrent Neural Network Inference - bf16bf16bf16 - CPU ospray-studio: 2 - 4K - 32 - Path Tracer hpcg: ospray-studio: 1 - 4K - 32 - Path Tracer blender: Classroom - CPU-Only ospray: particle_volume/ao/real_time renaissance: ALS Movie Lens toktx: UASTC 4 + Zstd Compression 19 renaissance: Akka Unbalanced Cobwebbed Tree gcrypt: pennant: sedovbig ncnn: CPU - mnasnet ncnn: CPU - FastestDet ncnn: CPU - vision_transformer ncnn: CPU - regnety_400m ncnn: CPU - squeezenet_ssd ncnn: CPU - yolov4-tiny ncnn: CPU - resnet50 ncnn: CPU - alexnet ncnn: CPU - resnet18 ncnn: CPU - vgg16 ncnn: CPU - googlenet ncnn: CPU - blazeface ncnn: CPU - efficientnet-b0 ncnn: CPU - shufflenet-v2 ncnn: CPU-v3-v3 - mobilenet-v3 ncnn: CPU-v2-v2 - mobilenet-v2 ncnn: CPU - mobilenet ospray-studio: 1 - 4K - 1 - Path Tracer ospray-studio: 2 - 4K - 1 - Path Tracer tnn: CPU - DenseNet svt-hevc: 1 - Bosphorus 4K compress-zstd: 19, Long Mode - Decompression Speed compress-zstd: 19, Long Mode - Compression Speed ospray-studio: 3 - 4K - 1 - Path Tracer wireguard: stress-ng: IO_uring ospray-studio: 2 - 1080p - 32 - Path Tracer primesieve: 1e13 appleseed: Emily askap: tConvolve MT - Degridding askap: tConvolve MT - Gridding radiance: Serial incompact3d: input.i3d 193 Cells Per Direction ospray-studio: 1 - 1080p - 32 - Path Tracer stress-ng: CPU Cache compress-zstd: 19 - Decompression Speed compress-zstd: 19 - Compression Speed ospray: gravity_spheres_volume/dim_512/ao/real_time simdjson: TopTweet ospray-studio: 3 - 1080p - 32 - Path Tracer ospray-studio: 3 - 1080p - 1 - Path Tracer ospray: gravity_spheres_volume/dim_512/scivis/real_time gromacs: MPI CPU - water_GMX50_bare numenta-nab: KNN CAD ospray-studio: 2 - 1080p - 1 - Path Tracer ospray-studio: 1 - 1080p - 1 - Path Tracer luxcorerender: Danish Mood - CPU ospray: gravity_spheres_volume/dim_512/pathtracer/real_time rocksdb: Read While Writing renaissance: Apache Spark PageRank numpy: xmrig: Monero - 1M cpuminer-opt: Garlicoin numenta-nab: Earthgecko Skyline mrbayes: Primate Phylogeny Analysis tensorflow-lite: Mobilenet Float stress-ng: Socket Activity blender: Fishy Cat - CPU-Only renaissance: Scala Dotty avifenc: 0 sysbench: CPU onednn: Recurrent Neural Network Training - bf16bf16bf16 - CPU onednn: Recurrent Neural Network Training - u8s8f32 - CPU compress-lz4: 3 - Decompression Speed compress-lz4: 3 - Compression Speed aom-av1: Speed 0 Two-Pass - Bosphorus 4K compress-zstd: 12 - Decompression Speed compress-zstd: 12 - Compression Speed openfoam: drivaerFastback, Small Mesh Size - Execution Time openfoam: drivaerFastback, Small Mesh Size - Mesh Time simdjson: PartialTweets stress-ng: Glibc C String Functions appleseed: Material Tester tachyon: Total Time appleseed: Disney Material simdjson: Kostya build2: Time To Compile blender: BMW27 - CPU-Only indigobench: CPU - Supercar xmrig: Wownero - 1M v-ray: CPU aom-av1: Speed 4 Two-Pass - Bosphorus 4K stargate: 192000 - 512 pyhpc: CPU - Numpy - 4194304 - Isoneutral Mixing build-godot: Time To Compile renaissance: Apache Spark ALS simdjson: LargeRand selenium: Jetstream 2 - Google Chrome simdjson: DistinctUserID gegl: Cartoon indigobench: CPU - Bedroom openvino: Person Detection FP16 - CPU openvino: Person Detection FP16 - CPU openvino: Person Detection FP32 - CPU openvino: Person Detection FP32 - CPU build-linux-kernel: defconfig stargate: 192000 - 1024 openvino: Face Detection FP16 - CPU openvino: Face Detection FP16 - CPU luxcorerender: Orange Juice - CPU vpxenc: Speed 0 - Bosphorus 4K openvino: Face Detection FP16-INT8 - CPU openvino: Face Detection FP16-INT8 - CPU compress-zstd: 3 - Decompression Speed compress-zstd: 3 - Compression Speed compress-zstd: 3, Long Mode - Decompression Speed compress-zstd: 3, Long Mode - Compression Speed compress-zstd: 8 - Decompression Speed compress-zstd: 8 - Compression Speed compress-zstd: 8, Long Mode - Decompression Speed compress-zstd: 8, Long Mode - Compression Speed luxcorerender: LuxCore Benchmark - CPU openvino: Machine Translation EN To DE FP16 - CPU openvino: Machine Translation EN To DE FP16 - CPU luxcorerender: DLSC - CPU tensorflow-lite: Inception V4 openvino: Person Vehicle Bike Detection FP16 - CPU openvino: Person Vehicle Bike Detection FP16 - CPU rocksdb: Rand Fill Sync tensorflow-lite: Mobilenet Quant openvino: Vehicle Detection FP16-INT8 - CPU openvino: Vehicle Detection FP16-INT8 - CPU openvino: Weld Porosity Detection FP16 - CPU openvino: Weld Porosity Detection FP16 - CPU openvino: Vehicle Detection FP16 - CPU openvino: Vehicle Detection FP16 - CPU openvino: Weld Porosity Detection FP16-INT8 - CPU openvino: Weld Porosity Detection FP16-INT8 - CPU openvino: Age Gender Recognition Retail 0013 FP16 - CPU openvino: Age Gender Recognition Retail 0013 FP16 - CPU openvino: Age Gender Recognition Retail 0013 FP16-INT8 - CPU openvino: Age Gender Recognition Retail 0013 FP16-INT8 - CPU graphics-magick: Sharpen namd: ATPase Simulation - 327,506 Atoms rocksdb: Rand Fill selenium: PSPDFKit WASM - Google Chrome rocksdb: Update Rand graphics-magick: Enhanced graphics-magick: Noise-Gaussian graphics-magick: Swirl graphics-magick: Resizing rocksdb: Read Rand Write Rand graphics-magick: Rotate graphics-magick: HWB Color Space rocksdb: Rand Read selenium: ARES-6 - Google Chrome renaissance: Genetic Algorithm Using Jenetics + Futures cpuminer-opt: Myriad-Groestl node-web-tooling: cpuminer-opt: Deepcoin renaissance: Finagle HTTP Requests renaissance: Savina Reactors.IO stress-ng: Glibc Qsort Data Sorting compress-lz4: 9 - Decompression Speed compress-lz4: 9 - Compression Speed avifenc: 2 stargate: 96000 - 512 numenta-nab: Bayesian Changepoint x264: Bosphorus 4K rawtherapee: Total Benchmark Time stargate: 96000 - 1024 astcenc: Exhaustive radiance: SMP Parallel gegl: Wavelet Blur selenium: Octane - Google Chrome aom-av1: Speed 6 Two-Pass - Bosphorus 4K svt-av1: Preset 4 - Bosphorus 4K sqlite-speedtest: Timed Time - Size 1,000 kvazaar: Bosphorus 4K - Slow kvazaar: Bosphorus 4K - Medium natron: Spaceship m-queens: Time To Solve stargate: 44100 - 512 cpuminer-opt: Ringcoin svt-hevc: 1 - Bosphorus 1080p gegl: Color Enhance selenium: Speedometer - Google Chrome renaissance: Apache Spark Bayes pennant: leblancbig gegl: Rotate 90 Degrees stargate: 480000 - 1024 onednn: Matrix Multiply Batch Shapes Transformer - u8s8f32 - CPU vpxenc: Speed 0 - Bosphorus 1080p onednn: IP Shapes 3D - u8s8f32 - CPU deepspeech: CPU compress-lz4: 1 - Decompression Speed compress-lz4: 1 - Compression Speed stress-ng: Memory Copying selenium: WASM collisionDetection - Google Chrome stargate: 480000 - 512 webp: Quality 100, Lossless, Highest Compression stress-ng: Semaphores stress-ng: Malloc cpuminer-opt: x25x cpuminer-opt: LBC, LBRY Credits stress-ng: Vector Math stress-ng: Matrix Math stress-ng: Crypto stress-ng: CPU Stress cpuminer-opt: Triple SHA-256, Onecoin cpuminer-opt: scrypt cpuminer-opt: Magi cpuminer-opt: Quad SHA-256, Pyrite build-mesa: Time To Compile cpuminer-opt: Skeincoin srsran: OFDM_Test build-ffmpeg: Time To Compile pyhpc: CPU - Numpy - 4194304 - Equation of State aom-av1: Speed 4 Two-Pass - Bosphorus 1080p stargate: 44100 - 1024 srsran: 4G PHY_DL_Test 100 PRB MIMO 256-QAM srsran: 4G PHY_DL_Test 100 PRB MIMO 256-QAM vpxenc: Speed 5 - Bosphorus 4K mt-dgemm: Sustained Floating-Point Rate embree: Pathtracer - Crown embree: Pathtracer ISPC - Crown unpack-firefox: firefox-84.0.source.tar.xz amg: build-mplayer: Time To Compile dolfyn: Computational Fluid Dynamics dacapobench: H2 embree: Pathtracer ISPC - Asian Dragon gegl: Antialias embree: Pathtracer - Asian Dragon tjbench: Decompression Throughput incompact3d: input.i3d 129 Cells Per Direction astcenc: Thorough luxcorerender: Rainbow Colors and Prism - CPU srsran: 4G PHY_DL_Test 100 PRB MIMO 64-QAM srsran: 4G PHY_DL_Test 100 PRB MIMO 64-QAM selenium: Kraken - Google Chrome x265: Bosphorus 4K numenta-nab: Contextual Anomaly Detector OSE compress-7zip: Decompression Rating compress-7zip: Compression Rating renaissance: Rand Forest aom-av1: Speed 6 Realtime - Bosphorus 4K aom-av1: Speed 10 Realtime - Bosphorus 4K askap: tConvolve OpenMP - Degridding askap: tConvolve OpenMP - Gridding aom-av1: Speed 0 Two-Pass - Bosphorus 1080p aom-av1: Speed 9 Realtime - Bosphorus 4K kvazaar: Bosphorus 4K - Ultra Fast gegl: Reflect pyhpc: CPU - Numpy - 1048576 - Equation of State onednn: Deconvolution Batch shapes_1d - u8s8f32 - CPU rav1e: 1 numenta-nab: Relative Entropy phpbench: PHP Benchmark Suite quantlib: rocksdb: Seq Fill gegl: Tile Glass liquid-dsp: 32 - 256 - 57 liquid-dsp: 8 - 256 - 57 liquid-dsp: 16 - 256 - 57 aom-av1: Speed 8 Realtime - Bosphorus 4K svt-vp9: Visual Quality Optimized - Bosphorus 4K node-express-loadtest: vpxenc: Speed 5 - Bosphorus 1080p astcenc: Fast kvazaar: Bosphorus 4K - Very Fast tnn: CPU - MobileNet v2 pyhpc: CPU - Numpy - 1048576 - Isoneutral Mixing onednn: Convolution Batch Shapes Auto - u8s8f32 - CPU rnnoise: aom-av1: Speed 6 Two-Pass - Bosphorus 1080p srsran: 4G PHY_DL_Test 100 PRB SISO 256-QAM srsran: 4G PHY_DL_Test 100 PRB SISO 256-QAM srsran: 5G PHY_DL_NR Test 52 PRB SISO 64-QAM srsran: 5G PHY_DL_NR Test 52 PRB SISO 64-QAM gimp: unsharp-mask svt-av1: Preset 13 - Bosphorus 4K toktx: Zstd Compression 19 crafty: Elapsed Time rav1e: 5 tnn: CPU - SqueezeNet v1.1 pybench: Total For Average Test Times webp: Quality 100, Lossless svt-av1: Preset 4 - Bosphorus 1080p kvazaar: Bosphorus 4K - Super Fast dav1d: Chimera 1080p 10-bit selenium: WASM imageConvolute - Google Chrome gimp: resize askap: Hogbom Clean OpenMP gimp: auto-levels svt-av1: Preset 8 - Bosphorus 4K primesieve: 1e12 srsran: 4G PHY_DL_Test 100 PRB SISO 64-QAM srsran: 4G PHY_DL_Test 100 PRB SISO 64-QAM toktx: UASTC 3 + Zstd Compression 19 gimp: rotate rav1e: 6 kvazaar: Bosphorus 1080p - Slow lulesh: dav1d: Summer Nature 4K kvazaar: Bosphorus 1080p - Medium svt-hevc: 7 - Bosphorus 4K n-queens: Elapsed Time svt-vp9: VMAF Optimized - Bosphorus 4K dav1d: Chimera 1080p astcenc: Medium rav1e: 10 avifenc: 6, Lossless gegl: Scale gegl: Crop svt-vp9: PSNR/SSIM Optimized - Bosphorus 4K aom-av1: Speed 8 Realtime - Bosphorus 1080p unpack-linux: linux-5.19.tar.xz x265: Bosphorus 1080p toktx: UASTC 3 octave-benchmark: aom-av1: Speed 6 Realtime - Bosphorus 1080p encode-mp3: WAV To MP3 numenta-nab: Windowed Gaussian draco: Church Facade avifenc: 6 webp: Quality 100, Highest Compression tnn: CPU - SqueezeNet v2 svt-hevc: 10 - Bosphorus 4K avifenc: 10, Lossless aom-av1: Speed 10 Realtime - Bosphorus 1080p svt-av1: Preset 12 - Bosphorus 4K svt-av1: Preset 8 - Bosphorus 1080p draco: Lion kvazaar: Bosphorus 1080p - Very Fast x264: Bosphorus 1080p dacapobench: Jython darktable: Masskrug - CPU-only darktable: Server Room - CPU-only aom-av1: Speed 9 Realtime - Bosphorus 1080p darktable: Boat - CPU-only kvazaar: Bosphorus 1080p - Super Fast onednn: Deconvolution Batch shapes_3d - u8s8f32 - CPU svt-hevc: 7 - Bosphorus 1080p svt-vp9: Visual Quality Optimized - Bosphorus 1080p kvazaar: Bosphorus 1080p - Ultra Fast dav1d: Summer Nature 1080p svt-vp9: PSNR/SSIM Optimized - Bosphorus 1080p svt-vp9: VMAF Optimized - Bosphorus 1080p lammps: Rhodopsin Protein webp: Quality 100 svt-hevc: 10 - Bosphorus 1080p svt-av1: Preset 13 - Bosphorus 1080p svt-av1: Preset 12 - Bosphorus 1080p webp: Default darktable: Server Rack - CPU-only Core i9 13900K Ryzen 7 5800X3D Ryzen 9 5950X Ryzen 9 7950X Ryzen 9 7950X3D 548.476 596.21 16.510 1804 69.42 295.100 348 16.9205 59.2346 199 229.109 266.681 1047 9.70627 3.03480 329.480 1096.9 254.0 719.2 1969.5 281.69 309.08 307.59 195074 185.26 10395.517930 5.54691 180.189 107.524 9.30016 10.7225 93.2593 458667 335.149 2.98374 48.2500 20.7272 191.169 1111.50 1125.15 167032 9.93609 164172 155.35 9.74408 7465.9 112.291 6918.7 137.175 138.7149 2.40 3.17 117.33 8.36 8.55 14.56 9.45 4.15 5.46 19.48 6.61 1.08 3.67 2.52 2.17 2.48 7.91 5026 5116 1434.837 5.72 2122.3 11.5 5979 93.037 33506.34 41231 130.840 167.458149 4149.47 2814.43 344.614 51.8130090 40548 87.62 2207.0 20.6 5.09879 8.07 48310 1525 4.93363 1.158 90.884 1305 1283 3.42 6.87316 3859856 1692.2 796.35 9293.9 3012.28 47.186 122.661 1349.90 27224.24 77.13 444.8 70.266 108215.79 2180.93 2140.95 13077.3 85.13 0.41 2580.8 255.9 158.76351 26.461967 6.94 4310974.12 97.84506 53.0923 84.786869 5.28 55.477 52.94 11.602 15096.7 27681 12.39 2.372231 1.487 50.916 1863.8 1.93 375.406 7.93 54.555 4.007 2240.87 3.51 2259.51 3.49 47.346 2.660872 1417.26 5.61 6.95 10.66 434.99 18.32 2362.8 3574.6 2399.0 1329.2 2595.2 759.5 2577.0 718.4 3.85 130.59 61.20 4.20 21377.1 11.59 689.37 43677 1880.15 8.36 955.91 56.87 562.23 23.49 340.07 17.15 1865.09 1.81 17587.93 1.66 19215.54 373 0.62391 1374439 2261 849537 562 609 1100 2045 3035216 1677 1668 176717462 6.26 1007.4 17307 25.92 18593 1941.2 3623.3 407.22 13453.7 82.96 34.272 3.697338 15.373 66.98 33.075 4.026029 1.5373 112.363 35.406 113751 23.32 4.893 31.699 18.75 19.16 6.2 31.904 5.235014 5233.72 22.48 30.822 436 665.9 27.20308 29.805 5.424442 0.783556 21.18 0.657725 44.81254 13858.2 12902.15 7123.55 184.13 5.077412 0.93 3517761.82 33684130.53 1115.69 53313 119388.16 103299.38 44383.16 51978.29 442800 330.68 1174.69 199987 22.530 159687 198833333 21.941 1.053 27.70 5.642015 205.1 703.9 22.63 8.417529 28.7714 30.1746 10.965 415119200 16.013 10.314 1571 37.2498 19.802 33.5433 314.275130 11.6370709 16.3603 16.77 185.2 636.6 341.9 34.38 16.947 145157 182721 384.5 120.38 127.03 7637.14 4933.62 1.20 126.14 75.97 17.679 0.178 0.965824 1.159 7.448 1639851 5310.6 1486549 17.319 1715700000 825373333 1286633333 101.82 117.33 17636 46.56 339.5293 43.40 153.437 0.329 5.87062 11.659 70.26 246.9 692.9 109.5 228.2 11.861 220.289 12.831 14508057 4.572 123.201 388 2.35 12.968 55.03 698.98 15.34 12.662 628.961 10.105 66.812 11.327 229.3 618.9 8.323 9.469 6.949 72.35 11725.463 429.21 75.22 103.67 6.136 145.06 976.80 125.1467 15.991 5.634 5.394 6.580 153.15 256.61 4.153 88.15 4.873 5.573 254.21 4.762 3.264 4273 3.313 5.06 35.236 203.22 3.243 273.80 229.834 183.436 3239 164.74 257.55 1634 1.967 1.530 292.27 1.940 216.38 1.44865 342.53 446.60 282.10 1426.55 536.29 521.50 17.576 16.39 677.40 734.091 739.380 25.48 0.177 1389.670 1347.10 7.341 1092 45.88 666.082 156 24.2164 41.5007 91 115.156 646.224 1275 3.46547 5.19721 193.040 801.5 119.3 442.3 1823.0 436678 432.43 5021.840022 7.18723 139.343 31.1927 32.0580 10.35438 99.7613 166730 598.453 1.68037 60.0644 16.6494 308.463 1381.46 1383.29 373857 4.57145 369290 370.89 3.50683 7206.1 290.754 7444.7 182.354 66.06846 1.98 2.31 148.93 5.73 8.60 12.45 12.84 4.39 5.79 32.77 5.05 0.74 3.35 1.96 1.83 2.07 7.15 11374 11534 2593.472 2.38 1508.7 10.8 13467 135.593 28761.78 97668 223.963 316.43401 1588.41 933.623 460.151 129.901011 96810 24.38 1575.4 19.0 1.78001 5.23 113231 3382 1.67511 1.231 183.073 2888 2867 1.57 2.69658 2258214 2157.3 620.36 7748.0 2598.49 82.217 85.298 1822.87 12402.40 168.81 600.9 152.144 44673.83 2704.05 2703.16 12626.0 65.02 0.22 1778.4 155.3 275.41083 36.633858 4.55 1752396.44 181.258724 139.6611 205.550573 3.62 123.473 136.16 4.905 8405.7 12183 7.73 1.564244 1.693 120.102 2413.4 1.25 267.800 5.49 74.135 2.348 2242.09 1.77 2289.64 1.74 110.866 1.647589 1404.32 2.83 3.24 8.67 684.92 5.83 1570.1 2160.7 1622.5 1292.8 1697.7 576.1 1732.6 600.2 1.70 138.39 28.87 2.02 38402.9 8.94 446.96 21599 3375.08 9.66 413.79 14.46 276.53 14.66 272.75 14.11 566.78 0.92 8671.53 0.85 9344.30 118 1.85679 1033125 2613 549903 222 301 535 1080 1879573 998 1244 53366280 9.05 1163.6 18720 17.31 9389.62 2862.5 3916.0 129.81 12734.2 62.41 71.697 2.342092 23.347 32.44 54.377 2.436901 0.7013 142.24 45.269 76303 14.23 2.916 45.821 9.26 9.48 3.3 61.311 3.260485 2127.93 9.49 42.030 280 1531.4 42.85381 37.209 3.262375 0.825435 16.81 0.608339 44.29945 12991.7 11683.20 2763.44 268.49 3.162133 0.67 1730567.00 7668646.59 432.77 27167 59200.31 43765.16 16797.66 24536.08 188507 161.11 448.97 83690 49.316 84793 157733333 50.221 0.834 17.72 3.359397 173.1 516.7 21.77 4.693306 14.5461 13.7659 13.049 234136100 36.438 14.249 1775 16.0298 29.050 16.4797 254.465701 27.8425433 6.7323 9.04 163.1 472.2 466.5 16.11 33.261 73897 84039 482.9 89.06 96.55 8500.6 6022.71 0.63 97.17 39.07 24.858 0.146 1.79960 0.752 14.733 891445 3482.8 1390938 23.383 628750000 553923333 627926667 72.94 45.77 6958 37.27 157.9628 23.68 246.695 0.380 11.7808 16.137 44.73 182.7 515.4 75.6 154.1 14.434 118.025 13.333 10914908 3.330 225.968 670 1.70 9.317 29.42 697.22 23.28 13.090 480.775 12.881 36.426 17.968 174.6 470.7 13.294 12.455 5.114 47.70 5579.1274 253.07 49.47 45.53 13.664 51.33 767.36 54.7493 12.461 10.969 7.835 8.562 54.53 231.47 4.865 72.29 10.497 6.233 252.67 6.049 7.670 4302 7.232 4.25 55.281 83.85 5.377 295.26 109.781 102.429 3616 99.07 139.98 3030 5.000 4.480 304.65 5.064 128.80 2.58280 141.85 158.48 171.95 1041.69 204.81 201.40 7.310 13.22 284.58 535.900 461.588 20.84 0.332 829.575 754.35 12.452 726 46.56 448.533 229 24.9458 40.1261 143 168.034 418.072 791 6.31897 3.81481 262.795 846.8 127.6 473.7 1627.9 126.29 137.63 141.29 239745 245.98 5156.185459 8.18075 122.531 35.6197 28.4207 9.57196 104.470 274391 558.835 1.84790 63.6882 15.8440 302.758 2323.83 2257.09 205632 4.25250 203452 204.89 6.41632 9690.6 158.205 11189.2 173.495 80.74793 3.84 4.96 113.98 12.38 17.82 22.70 20.98 7.44 10.51 49.69 12.10 1.79 6.01 4.19 3.88 4.64 13.15 6190 6281 2378.963 4.10 1583.6 10.3 7334 158.719 30771.85 50642 133.289 192.364154 1344.17 784.789 426.55 157.032852 49927 119.92 1663.6 18.7 3.24953 5.54 63394 1840 3.08451 1.275 118.807 1571 1551 2.95 4.94492 3616420 2282.4 635.45 7634.0 2376.19 61.119 93.717 1602.10 17199.36 97.01 668.1 99.528 90608.97 2904.78 2927.17 13212.3 70.31 0.31 1899.5 128.2 367.89221 38.375004 4.82 3135222.88 114.673 79.4611 118.644794 3.79 83.054 76.62 8.600 13665.5 21335 9.95 2.542997 1.831 75.110 2407.4 1.32 273.511 5.75 76.872 4.077 3159.12 2.51 3226.89 2.46 70.054 2.813401 1965.82 4.03 5.70 8.54 815.12 9.77 1721.2 2808.3 1773.0 1111.5 1881.9 431.5 1910.0 442.2 3.24 213.78 37.38 3.57 30030.8 13.30 600.77 41732 2077.45 11.66 685.28 18.23 438.32 33.25 240.30 16.65 960.20 1.20 13284.36 1.11 14354.78 226 1.09317 1248089 2579 726961 419 490 933 1784 2510403 1032 1578 95890754 8.72 1220.1 15793 16.65 17140 3310.1 4519.2 239.69 13299.0 69.23 49.648 4.012799 19.034 52.30 49.111 4.299621 1.2602 137.713 44.498 78329 17.39 3.858 44.224 15.36 15.67 3.6 32.826 5.726569 3738.24 16.22 39.758 291 1927.8 58.31007 37.796 5.854617 2.17987 17.07 1.69060 54.92761 13605.5 12178.46 4658.29 252.80 5.546597 0.72 3407082.54 24924097.80 780.35 48297 111113.84 78872.21 31804.89 47950.68 348947 306.65 827.56 155270 34.661 150080 168533333 32.340 1.010 21.13 5.983369 186.3 549.7 20.65 9.676862 23.6214 22.5263 12.349 209994133 22.617 13.455 1872 24.4497 28.281 24.7432 267.382849 39.1781133 12.0242 14.83 174.9 502.7 448.4 26.97 26.902 140036 94633 471.2 65.17 70.33 3214.73 2793.17 0.93 68.99 57.32 23.619 0.171 1.12253 0.949 11.011 943774 3650.3 1420056 23.101 1068633333 582483333 1021366667 58.75 55.58 7279 36.34 281.0846 34.78 237.328 0.400 19.1590 15.439 41.99 196.3 555.7 79.9 163.6 15.416 124.636 14.453 11534617 3.769 213.052 632 1.88 11.308 44.50 542.53 21.82 13.834 219.784 12.729 48.129 10.648 190.7 511.8 10.423 11.836 5.763 64.22 5160.0311 212.53 66.77 66.73 7.059 52.66 720.13 97.5840 13.449 7.598 8.504 8.216 56.68 141.99 4.585 89.44 6.412 6.387 144.00 5.609 5.111 5081 4.585 4.53 52.205 93.79 4.441 142.69 120.159 141.042 3931 137.52 208.24 2828 4.859 4.638 163.15 4.332 177.47 1.69250 222.44 219.69 220.27 1028.12 231.90 227.83 12.768 14.01 365.74 548.919 491.081 21.98 0.258 505.523 470.53 17.026 1782 61.86 286.905 408 14.1894 70.4699 201 248.827 255.349 1887 8.06342 2.03046 493.326 1106.1 155.7 531.3 2203.4 244.01 274.02 277.21 143499 158.52 5116.085674 6.17464 161.901 25.4673 39.7595 4.60971 219.426 430638 274.424 3.64400 56.3140 17.9705 138.398 570.786 578.142 122220 8.26833 120576 130.12 8.04250 7753.6 119.175 7864.8 142.800 35.03984 3.19 4.44 75.85 11.39 12.00 14.12 11.79 4.71 7.27 23.70 8.29 1.52 4.34 3.61 3.12 3.57 8.54 3648 3710 1907.692 6.31 2002.1 12.7 4363 140.125 31689.58 29841 75.112 139.75317 2863.75 2198.38 336.986 68.8845571 29485 184.67 2107.2 23.3 8.04368 9.82 35189 1098 7.85894 2.595 86.322 934 919 4.54 9.50691 4372806 1676.1 967.95 12874.7 3946.46 43.462 65.788 1060.56 32428.32 63.75 455.3 68.719 110272.31 1131.98 1131.14 18679.0 79.08 0.45 2429.3 252.1 163.99347 23.481289 8.53 4980738.04 92.47387 54.9015 79.205418 5.94 54.615 49.35 12.321 20460.2 32654 14.08 3.498660 1.079 48.441 1830.2 1.84 346.777 10.29 61.572 5.610 1045.24 7.62 1048.21 7.59 45.110 3.791558 550.02 14.48 8.31 10.79 282.23 28.31 2164.1 4137.3 2220.8 1409.3 2358.9 843.6 2384.0 848.8 5.06 58.16 137.43 5.33 17165.5 4.68 1705.71 40219 1532.65 4.29 1860.49 5.52 1447.08 10.32 774.49 5.52 2897.96 0.35 45170.18 0.61 26151.55 272 0.76888 1455873 3092 989472 513 659 1227 2323 3426227 1004 1754 157888887 6.75 957.6 62040 21.00 21706 1974.0 3280.6 389.78 18820.9 78.48 34.888 5.534735 10.920 76.54 35.504 5.958605 1.8531 104.701 38.188 99960 25.18 5.746 34.727 22.95 23.43 6.1 27.050 7.896907 4425.46 24.76 32.860 384 792.5 24.40115 33.089 8.272011 0.128678 21.46 0.350024 37.99031 18877.2 16706.39 7707.89 218.01 7.677318 0.88 3477980.14 37539926.41 1195.06 147653 145114.57 130380.61 46618.11 61043.39 458013 686.75 1174.37 313527 21.674 282660 235966667 21.194 0.748 30.71 8.419014 251.2 671.9 23.39 11.159480 32.4154 36.3821 10.038 430769667 14.863 10.562 1575 37.1782 23.935 33.5394 335.521301 14.6209550 17.8125 18.70 237.3 618.3 347.2 35.97 19.608 184635 179291 372.9 102.90 106.82 6265.72 6168.55 1.31 105.58 87.89 19.699 0.121 0.418926 1.250 6.847 1219574 4602.7 1503774 19.382 1637466667 802616667 1573433333 90.58 109.44 11577 43.62 406.6136 50.71 188.737 0.238 5.19138 12.649 73.48 259.5 660.4 143.0 210.1 13.044 215.194 11.483 14852927 5.027 179.056 508 2.26 15.665 66.90 867.75 17.64 12.463 448.953 10.680 74.733 6.109 248.2 614.4 8.431 9.453 7.908 89.02 8487.0880 394.40 92.19 105.34 5.706 113.19 989.45 143.1975 18.155 5.206 7.138 6.669 121.62 214.20 3.732 123.00 4.916 4.747 221.43 4.572 3.217 4548 3.014 5.44 43.761 171.02 3.128 243.44 215.287 211.672 3559 194.48 295.75 2167 2.713 2.382 241.93 2.368 260.54 0.578420 330.42 391.54 318.75 1507.51 453.87 443.30 16.955 17.38 598.16 823.427 780.939 27.90 0.154 525.079 488.91 16.407 1794 60.52 282.095 421 15.4943 65.8488 195 228.882 252.513 1961 7.65233 2.02725 493.349 1068.6 154.4 516.5 2028.5 283.61 314.75 322.26 151355 167.95 4554.178725 5.26041 190.033 21.8187 45.8342 4.71179 212.222 394094 276.860 3.61193 49.2866 20.2893 126.801 677.175 682.164 128039 8.33887 126769 138.52 7.54859 8138.7 126.408 7629.3 157.568 31.68715 3.45 4.78 80.54 12.22 11.97 14.43 11.56 4.76 6.87 24.63 8.66 1.63 4.71 3.83 3.38 3.86 9.06 3852 4001 2038.093 5.80 1853.1 14.4 4585 147.668 32093.19 31363 83.028 145.629108 2951.49 2510.85 329.737 59.1733971 31793 182.97 1979.1 25.5 7.65282 8.97 37750 1154 7.47869 2.671 90.033 1001 992 4.34 8.96845 4152373 1561.4 900.69 16045.7 3871.12 46.736 70.355 1108.04 35077.30 67.63 442.7 73.516 106975.31 1269.38 1276.34 18595.5 73.60 0.41 2449.1 300.1 123.76365 22.355073 8.41 4756204.01 97.188504 59.1013 85.507014 5.92 55.541 52.30 11.856 19571.5 31143 13.23 3.307363 0.976 49.398 1868.3 1.83 326.710 9.25 62.103 5.415 1077.91 7.38 1094.08 7.28 46.932 3.645344 589.99 13.52 7.89 10.07 306.37 26.07 2203.8 4032.2 2250.8 1336.8 2429.4 1064.2 2421.5 1010.4 4.79 59.23 134.94 5.04 17769.2 4.80 1663.96 39618 1639.07 4.68 1708.21 5.99 1335.75 7.94 1007.38 6.11 2615.51 0.39 40665.29 0.67 23609.26 261 0.81484 1394781 2485 943516 488 616 1147 2177 3296863 1036 1688 147120520 7.28 1101.5 58375 20.37 19737 2072.7 3513.7 370.71 18556.1 72.42 35.941 5.192384 11.507 71.38 35.047 5.577737 1.6947 113.3 39.580 95229 23.75 5.274 35.541 20.69 21.10 5.9 28.520 7.372611 4151.49 22.67 33.573 365 785.5 22.29964 33.866 7.687887 0.144786 20.04 0.570028 39.41207 19259.2 17165.72 7110.75 226.66 7.229022 0.83 3477892.66 36092587.37 1106.99 136400 137986.85 122854.78 43702.34 57970.62 425283 641.01 1099.05 291570 21.422 263657 203066667 21.949 0.615 28.35 7.981779 215.7 608.1 22.19 11.428661 32.0207 36.0419 10.197 438288800 15.404 11.196 1648 39.7268 24.495 34.3294 311.901223 14.5143972 16.0512 17.65 204.3 552.5 376.3 34.42 20.207 176425 189979 395.5 104.47 104.81 11883.3 6904.08 1.20 106.59 78.92 20.084 0.106 0.466730 1.166 7.204 1157109 4605.3 1441409 19.770 1486133333 755380000 1479900000 88.58 109.04 10783 39.63 367.9000 45.50 199.962 0.230 5.35360 12.602 67.69 223.1 609.5 127.7 191.0 13.181 210.562 10.191 13408637 4.657 189.312 573 2.31 14.346 60.14 832.68 19.71 12.702 551.285 10.748 70.098 6.848 257.2 635.9 7.462 9.497 7.335 79.51 9024.8449 401.30 82.18 101.11 5.985 117.57 916.09 129.1366 16.553 5.461 7.327 6.872 125.45 202.69 3.792 112.98 5.263 4.659 216.38 5.090 3.394 3642 3.259 5.55 46.377 174.36 3.314 231.37 212.949 193.707 3143 173.02 268.71 2293 2.635 2.340 232.12 2.455 230.10 0.637944 308.28 381.97 281.97 1408.29 455.49 447.62 16.270 17.26 590.32 789.411 761.849 28.04 0.153 OpenBenchmarking.org
Timed Linux Kernel Compilation This test times how long it takes to build the Linux kernel in a default configuration (defconfig) for the architecture being tested or alternatively an allmodconfig for building all possible kernel modules for the build. Learn more via the OpenBenchmarking.org test page.
Blender Blender is an open-source 3D creation and modeling software project. This test is of Blender's Cycles performance with various sample files. GPU computing via NVIDIA OptiX and NVIDIA CUDA is currently supported as well as HIP for AMD Radeon GPUs and Intel oneAPI for Intel Graphics. Learn more via the OpenBenchmarking.org test page.
ONNX Runtime ONNX Runtime is developed by Microsoft and partners as a open-source, cross-platform, high performance machine learning inferencing and training accelerator. This test profile runs the ONNX Runtime with various models available from the ONNX Model Zoo. Learn more via the OpenBenchmarking.org test page.
OpenBenchmarking.org Inference Time Cost (ms), Fewer Is Better ONNX Runtime 1.14 Model: Faster R-CNN R-50-FPN-int8 - Device: CPU - Executor: Standard Core i9 13900K Ryzen 7 5800X3D Ryzen 9 5950X Ryzen 9 7950X Ryzen 9 7950X3D 6 12 18 24 30 SE +/- 0.22, N = 15 SE +/- 0.48, N = 15 SE +/- 0.22, N = 15 SE +/- 0.06, N = 3 SE +/- 0.59, N = 15 16.92 24.22 24.95 14.19 15.49 1. (CXX) g++ options: -ffunction-sections -fdata-sections -march=native -mtune=native -O3 -flto=auto -fno-fat-lto-objects -ldl -lrt
Result
OpenBenchmarking.org Inferences Per Second, More Is Better ONNX Runtime 1.14 Model: Faster R-CNN R-50-FPN-int8 - Device: CPU - Executor: Standard Core i9 13900K Ryzen 7 5800X3D Ryzen 9 5950X Ryzen 9 7950X Ryzen 9 7950X3D 16 32 48 64 80 SE +/- 0.77, N = 15 SE +/- 0.75, N = 15 SE +/- 0.35, N = 15 SE +/- 0.29, N = 3 SE +/- 2.46, N = 15 59.23 41.50 40.13 70.47 65.85 1. (CXX) g++ options: -ffunction-sections -fdata-sections -march=native -mtune=native -O3 -flto=auto -fno-fat-lto-objects -ldl -lrt
Inference Time Cost (ms)
OpenBenchmarking.org Inference Time Cost (ms), Fewer Is Better ONNX Runtime 1.14 Model: Faster R-CNN R-50-FPN-int8 - Device: CPU - Executor: Standard Core i9 13900K Ryzen 7 5800X3D Ryzen 9 5950X Ryzen 9 7950X Ryzen 9 7950X3D 6 12 18 24 30 SE +/- 0.22, N = 15 SE +/- 0.48, N = 15 SE +/- 0.22, N = 15 SE +/- 0.06, N = 3 SE +/- 0.59, N = 15 16.92 24.22 24.95 14.19 15.49 1. (CXX) g++ options: -ffunction-sections -fdata-sections -march=native -mtune=native -O3 -flto=auto -fno-fat-lto-objects -ldl -lrt
OSPRay Intel OSPRay is a portable ray-tracing engine for high-performance, high-fidelity scientific visualizations. OSPRay builds off Intel's Embree and Intel SPMD Program Compiler (ISPC) components as part of the oneAPI rendering toolkit. Learn more via the OpenBenchmarking.org test page.
OSPRay Intel OSPRay is a portable ray-tracing engine for high-performance, high-fidelity scientific visualizations. OSPRay builds off Intel's Embree and Intel SPMD Program Compiler (ISPC) components as part of the oneAPI rendering toolkit. Learn more via the OpenBenchmarking.org test page.
ONNX Runtime ONNX Runtime is developed by Microsoft and partners as a open-source, cross-platform, high performance machine learning inferencing and training accelerator. This test profile runs the ONNX Runtime with various models available from the ONNX Model Zoo. Learn more via the OpenBenchmarking.org test page.
OpenBenchmarking.org Inference Time Cost (ms), Fewer Is Better ONNX Runtime 1.14 Model: ResNet50 v1-12-int8 - Device: CPU - Executor: Standard Core i9 13900K Ryzen 7 5800X3D Ryzen 9 5950X Ryzen 9 7950X Ryzen 9 7950X3D 1.1694 2.3388 3.5082 4.6776 5.847 SE +/- 0.02151, N = 3 SE +/- 0.08142, N = 15 SE +/- 0.05352, N = 15 SE +/- 0.02430, N = 15 SE +/- 0.02285, N = 3 3.03480 5.19721 3.81481 2.03046 2.02725 1. (CXX) g++ options: -ffunction-sections -fdata-sections -march=native -mtune=native -O3 -flto=auto -fno-fat-lto-objects -ldl -lrt
Result
OpenBenchmarking.org Inferences Per Second, More Is Better ONNX Runtime 1.14 Model: ResNet50 v1-12-int8 - Device: CPU - Executor: Standard Core i9 13900K Ryzen 7 5800X3D Ryzen 9 5950X Ryzen 9 7950X Ryzen 9 7950X3D 110 220 330 440 550 SE +/- 2.35, N = 3 SE +/- 2.92, N = 15 SE +/- 3.54, N = 15 SE +/- 5.64, N = 15 SE +/- 5.55, N = 3 329.48 193.04 262.80 493.33 493.35 1. (CXX) g++ options: -ffunction-sections -fdata-sections -march=native -mtune=native -O3 -flto=auto -fno-fat-lto-objects -ldl -lrt
Inference Time Cost (ms)
OpenBenchmarking.org Inference Time Cost (ms), Fewer Is Better ONNX Runtime 1.14 Model: ResNet50 v1-12-int8 - Device: CPU - Executor: Standard Core i9 13900K Ryzen 7 5800X3D Ryzen 9 5950X Ryzen 9 7950X Ryzen 9 7950X3D 1.1694 2.3388 3.5082 4.6776 5.847 SE +/- 0.02151, N = 3 SE +/- 0.08142, N = 15 SE +/- 0.05352, N = 15 SE +/- 0.02430, N = 15 SE +/- 0.02285, N = 3 3.03480 5.19721 3.81481 2.03046 2.02725 1. (CXX) g++ options: -ffunction-sections -fdata-sections -march=native -mtune=native -O3 -flto=auto -fno-fat-lto-objects -ldl -lrt
LuaRadio LuaRadio is a lightweight software-defined radio (SDR) framework built atop LuaJIT. LuaRadio provides a suite of source, sink, and processing blocks, with a simple API for defining flow graphs, running flow graphs, creating blocks, and creating data types. Learn more via the OpenBenchmarking.org test page.
OpenBenchmarking.org MiB/s, More Is Better LuaRadio 0.9.1 Test: Hilbert Transform Core i9 13900K Ryzen 7 5800X3D Ryzen 9 5950X Ryzen 9 7950X Ryzen 9 7950X3D 60 120 180 240 300 SE +/- 0.38, N = 3 SE +/- 0.15, N = 3 SE +/- 0.44, N = 3 SE +/- 0.15, N = 3 SE +/- 0.57, N = 7 254.0 119.3 127.6 155.7 154.4
OpenBenchmarking.org MiB/s, More Is Better LuaRadio 0.9.1 Test: FM Deemphasis Filter Core i9 13900K Ryzen 7 5800X3D Ryzen 9 5950X Ryzen 9 7950X Ryzen 9 7950X3D 160 320 480 640 800 SE +/- 0.93, N = 3 SE +/- 0.86, N = 3 SE +/- 2.51, N = 3 SE +/- 0.85, N = 3 SE +/- 4.12, N = 7 719.2 442.3 473.7 531.3 516.5
OpenBenchmarking.org MiB/s, More Is Better LuaRadio 0.9.1 Test: Five Back to Back FIR Filters Core i9 13900K Ryzen 7 5800X3D Ryzen 9 5950X Ryzen 9 7950X Ryzen 9 7950X3D 500 1000 1500 2000 2500 SE +/- 13.89, N = 3 SE +/- 8.03, N = 3 SE +/- 10.92, N = 3 SE +/- 31.40, N = 3 SE +/- 18.74, N = 7 1969.5 1823.0 1627.9 2203.4 2028.5
ClickHouse ClickHouse is an open-source, high performance OLAP data management system. This test profile uses ClickHouse's standard benchmark recommendations per https://clickhouse.com/docs/en/operations/performance-test/ / https://github.com/ClickHouse/ClickBench/tree/main/clickhouse with the 100 million rows web analytics dataset. The reported value is the query processing time using the geometric mean of all separate queries performed as an aggregate. Learn more via the OpenBenchmarking.org test page.
OpenBenchmarking.org Queries Per Minute, Geo Mean, More Is Better ClickHouse 22.12.3.5 100M Rows Hits Dataset, First Run / Cold Cache Core i9 13900K Ryzen 9 5950X Ryzen 9 7950X Ryzen 9 7950X3D 60 120 180 240 300 SE +/- 0.91, N = 3 SE +/- 1.62, N = 3 SE +/- 2.81, N = 4 SE +/- 2.97, N = 3 281.69 126.29 244.01 283.61 MIN: 16.55 / MAX: 8571.43 MIN: 5.9 / MAX: 8571.43 MIN: 12.67 / MAX: 8571.43 MIN: 13.28 / MAX: 8571.43
100M Rows Hits Dataset, First Run / Cold Cache
Ryzen 7 5800X3D: The test run did not produce a result.
OpenBenchmarking.org Queries Per Minute, Geo Mean, More Is Better ClickHouse 22.12.3.5 100M Rows Hits Dataset, Second Run Core i9 13900K Ryzen 9 5950X Ryzen 9 7950X Ryzen 9 7950X3D 70 140 210 280 350 SE +/- 2.15, N = 3 SE +/- 1.03, N = 3 SE +/- 3.50, N = 4 SE +/- 1.87, N = 3 309.08 137.63 274.02 314.75 MIN: 20.75 / MAX: 10000 MIN: 6.19 / MAX: 10000 MIN: 16.73 / MAX: 10000 MIN: 19.82 / MAX: 8571.43
100M Rows Hits Dataset, Second Run
Ryzen 7 5800X3D: The test run did not produce a result.
Result
OpenBenchmarking.org Queries Per Minute, Geo Mean, More Is Better ClickHouse 22.12.3.5 100M Rows Hits Dataset, Third Run Core i9 13900K Ryzen 9 5950X Ryzen 9 7950X Ryzen 9 7950X3D 70 140 210 280 350 SE +/- 1.90, N = 3 SE +/- 0.50, N = 3 SE +/- 1.36, N = 4 SE +/- 1.70, N = 3 307.59 141.29 277.21 322.26 MIN: 20.63 / MAX: 8571.43 MIN: 6.32 / MAX: 8571.43 MIN: 15.12 / MAX: 12000 MIN: 19.85 / MAX: 10000
Queries Per Minute, Geo Mean Per Watt
OpenBenchmarking.org Queries Per Minute, Geo Mean Per Watt, More Is Better ClickHouse 22.12.3.5 100M Rows Hits Dataset, Third Run Core i9 13900K Ryzen 9 5950X Ryzen 9 7950X Ryzen 9 7950X3D 0.9407 1.8814 2.8221 3.7628 4.7035 2.154 1.158 2.367 4.181
CPU Power Consumption
Min Avg Max Core i9 13900K 10.3 142.8 294.2 Ryzen 9 5950X 19.5 122.1 145.7 Ryzen 9 7950X 18.7 117.1 219.9 Ryzen 9 7950X3D 18.9 77.1 134.7 OpenBenchmarking.org Watts, Fewer Is Better ClickHouse 22.12.3.5 CPU Power Consumption Monitor 70 140 210 280 350
100M Rows Hits Dataset, Third Run
Ryzen 7 5800X3D: The test run did not produce a result.
OSPRay Studio Intel OSPRay Studio is an open-source, interactive visualization and ray-tracing software package. OSPRay Studio makes use of Intel OSPRay, a portable ray-tracing engine for high-performance, high-fidelity visualizations. OSPRay builds off Intel's Embree and Intel SPMD Program Compiler (ISPC) components as part of the oneAPI rendering toolkit. Learn more via the OpenBenchmarking.org test page.
Blender Blender is an open-source 3D creation and modeling software project. This test is of Blender's Cycles performance with various sample files. GPU computing via NVIDIA OptiX and NVIDIA CUDA is currently supported as well as HIP for AMD Radeon GPUs and Intel oneAPI for Intel Graphics. Learn more via the OpenBenchmarking.org test page.
ONNX Runtime ONNX Runtime is developed by Microsoft and partners as a open-source, cross-platform, high performance machine learning inferencing and training accelerator. This test profile runs the ONNX Runtime with various models available from the ONNX Model Zoo. Learn more via the OpenBenchmarking.org test page.
OpenBenchmarking.org Inference Time Cost (ms), Fewer Is Better ONNX Runtime 1.14 Model: GPT-2 - Device: CPU - Executor: Standard Core i9 13900K Ryzen 7 5800X3D Ryzen 9 5950X Ryzen 9 7950X Ryzen 9 7950X3D 2 4 6 8 10 SE +/- 0.00305, N = 3 SE +/- 0.08499, N = 15 SE +/- 0.11476, N = 15 SE +/- 0.02430, N = 3 SE +/- 0.00600, N = 3 5.54691 7.18723 8.18075 6.17464 5.26041 1. (CXX) g++ options: -ffunction-sections -fdata-sections -march=native -mtune=native -O3 -flto=auto -fno-fat-lto-objects -ldl -lrt
Result
OpenBenchmarking.org Inferences Per Second, More Is Better ONNX Runtime 1.14 Model: GPT-2 - Device: CPU - Executor: Standard Core i9 13900K Ryzen 7 5800X3D Ryzen 9 5950X Ryzen 9 7950X Ryzen 9 7950X3D 40 80 120 160 200 SE +/- 0.10, N = 3 SE +/- 1.55, N = 15 SE +/- 1.68, N = 15 SE +/- 0.64, N = 3 SE +/- 0.22, N = 3 180.19 139.34 122.53 161.90 190.03 1. (CXX) g++ options: -ffunction-sections -fdata-sections -march=native -mtune=native -O3 -flto=auto -fno-fat-lto-objects -ldl -lrt
Inference Time Cost (ms)
OpenBenchmarking.org Inference Time Cost (ms), Fewer Is Better ONNX Runtime 1.14 Model: GPT-2 - Device: CPU - Executor: Standard Core i9 13900K Ryzen 7 5800X3D Ryzen 9 5950X Ryzen 9 7950X Ryzen 9 7950X3D 2 4 6 8 10 SE +/- 0.00305, N = 3 SE +/- 0.08499, N = 15 SE +/- 0.11476, N = 15 SE +/- 0.02430, N = 3 SE +/- 0.00600, N = 3 5.54691 7.18723 8.18075 6.17464 5.26041 1. (CXX) g++ options: -ffunction-sections -fdata-sections -march=native -mtune=native -O3 -flto=auto -fno-fat-lto-objects -ldl -lrt
OpenBenchmarking.org Inference Time Cost (ms), Fewer Is Better ONNX Runtime 1.14 Model: ArcFace ResNet-100 - Device: CPU - Executor: Standard Core i9 13900K Ryzen 7 5800X3D Ryzen 9 5950X Ryzen 9 7950X Ryzen 9 7950X3D 20 40 60 80 100 SE +/- 0.05, N = 3 SE +/- 0.03, N = 3 SE +/- 1.04, N = 15 SE +/- 0.72, N = 15 SE +/- 0.15, N = 3 107.52 31.19 35.62 25.47 21.82 1. (CXX) g++ options: -ffunction-sections -fdata-sections -march=native -mtune=native -O3 -flto=auto -fno-fat-lto-objects -ldl -lrt
Result
OpenBenchmarking.org Inferences Per Second, More Is Better ONNX Runtime 1.14 Model: ArcFace ResNet-100 - Device: CPU - Executor: Standard Core i9 13900K Ryzen 7 5800X3D Ryzen 9 5950X Ryzen 9 7950X Ryzen 9 7950X3D 10 20 30 40 50 SE +/- 0.00412, N = 3 SE +/- 0.02848, N = 3 SE +/- 0.85477, N = 15 SE +/- 1.24791, N = 15 SE +/- 0.32106, N = 3 9.30016 32.05800 28.42070 39.75950 45.83420 1. (CXX) g++ options: -ffunction-sections -fdata-sections -march=native -mtune=native -O3 -flto=auto -fno-fat-lto-objects -ldl -lrt
Inference Time Cost (ms)
OpenBenchmarking.org Inference Time Cost (ms), Fewer Is Better ONNX Runtime 1.14 Model: ArcFace ResNet-100 - Device: CPU - Executor: Standard Core i9 13900K Ryzen 7 5800X3D Ryzen 9 5950X Ryzen 9 7950X Ryzen 9 7950X3D 20 40 60 80 100 SE +/- 0.05, N = 3 SE +/- 0.03, N = 3 SE +/- 1.04, N = 15 SE +/- 0.72, N = 15 SE +/- 0.15, N = 3 107.52 31.19 35.62