Xeon Tests AMD Ryzen Threadripper PRO 3975WX 32-Cores testing with a Supermicro M12SWA-TF v1.01 (1.00 BIOS) and NVIDIA Quadro RTX 4000 8GB on Ubuntu 20.10 via the Phoronix Test Suite.
HTML result view exported from: https://openbenchmarking.org/result/2103206-HA-2004196VE87&grr&sro .
Xeon Tests Processor Motherboard Chipset Memory Disk Graphics Monitor Network Audio OS Kernel Desktop Display Server Display Driver Compiler File-System Screen Resolution OpenGL OpenCL Vulkan 2 x Xeon Gold 5220R Xeon Gold 5220R Xeon Platinum 8280 2 x Xeon Platinum 8280 Xeon Gold 5218 Xeon Silver 4216 Xeon Gold 6226R 2 x Xeon Gold 6226R 2 x Xeon Silver 4216 Xeon W-3275M Threadripper PRO 3975WX 2 x Intel Xeon Gold 5220R @ 3.90GHz (36 Cores / 72 Threads) GIGABYTE MD61-SC2-00 v01000100 (T15 BIOS) Intel Sky Lake-E DMI3 Registers 12 x 32 GB DDR4-2933MT/s HMA84GR7CJR4N-WM 280GB INTEL SSDPED1D280GA ASPEED VE228 2 x Intel X722 for 1GbE + 2 x QLogic FastLinQ QL41000 10/25/40/50GbE Ubuntu 20.04 5.4.0-18-generic (x86_64) GNOME Shell 3.36.0 X Server 1.20.7 modesetting 1.20.7 GCC 9.3.0 ext4 1920x1080 Intel Xeon Gold 5220R @ 3.90GHz (18 Cores / 36 Threads) 6 x 32 GB DDR4-2933MT/s HMA84GR7CJR4N-WM 1024x768 Intel Xeon Platinum 8280 @ 4.00GHz (28 Cores / 56 Threads) 2 x Intel Xeon Platinum 8280 @ 4.00GHz (56 Cores / 112 Threads) 12 x 32 GB DDR4-2933MT/s HMA84GR7CJR4N-WM Intel Xeon Gold 5218 @ 3.90GHz (16 Cores / 32 Threads) 6 x 32 GB DDR4-2933MT/s HMA84GR7CJR4N-WM 2 x VE228 1920x1080 Intel Xeon Silver 4216 @ 3.20GHz (16 Cores / 32 Threads) 3 x VE228 Intel Xeon Gold 6226R @ 3.90GHz (16 Cores / 32 Threads) 4 x VE228 2 x Intel Xeon Gold 6226R @ 3.90GHz (32 Cores / 64 Threads) 12 x 32 GB DDR4-2933MT/s HMA84GR7CJR4N-WM 5 x VE228 2 x Intel Xeon Silver 4216 @ 3.20GHz (32 Cores / 64 Threads) 6 x VE228 Intel Xeon W-3275M @ 4.60GHz (28 Cores / 56 Threads) Supermicro X11SPA-T v1.01 (3.1 BIOS) 188GB 2 x 1024GB Samsung SSD 970 PRO 1TB eVGA NVIDIA GeForce RTX 2080 Ti 11GB (1350/7000MHz) Realtek ALC888-VD BenQ SW271 Intel I210 + Aquantia AQC107 NBase-T/IEEE Ubuntu 19.10 5.3.0-46-generic (x86_64) GNOME Shell 3.34.3 X Server 1.20.5 NVIDIA 430.50 4.6.0 GCC 9.2.1 20191008 + CUDA 10.1 3840x2160 AMD Ryzen Threadripper PRO 3975WX 32-Cores @ 3.50GHz (32 Cores / 64 Threads) Supermicro M12SWA-TF v1.01 (1.00 BIOS) AMD Starship/Matisse 252GB 1024GB SAMSUNG MZVKW1T0HMLH-00000 NVIDIA Quadro RTX 4000 8GB AMD Starship/Matisse Intel I210 + Aquantia Device 14c0 Ubuntu 20.10 5.8.0-45-generic (x86_64) GNOME Shell 3.38.1 X Server 1.20.9 NVIDIA 460.39 OpenCL 1.2 CUDA 11.2.136 1.2.155 GCC 10.2.0 OpenBenchmarking.org Compiler Details - 2 x Xeon Gold 5220R: --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --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++,gm2 --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-targets=nvptx-none,hsa --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 - Xeon Gold 5220R: --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --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++,gm2 --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-targets=nvptx-none,hsa --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 - Xeon Platinum 8280: --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --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++,gm2 --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-targets=nvptx-none,hsa --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 - 2 x Xeon Platinum 8280: --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --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++,gm2 --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-targets=nvptx-none,hsa --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 - Xeon Gold 5218: --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --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++,gm2 --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-targets=nvptx-none,hsa --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 - Xeon Silver 4216: --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --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++,gm2 --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-targets=nvptx-none,hsa --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 - Xeon Gold 6226R: --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --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++,gm2 --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-targets=nvptx-none,hsa --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 - 2 x Xeon Gold 6226R: --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --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++,gm2 --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-targets=nvptx-none,hsa --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 - 2 x Xeon Silver 4216: --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --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++,gm2 --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-targets=nvptx-none,hsa --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 - Xeon W-3275M: --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-bootstrap --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++,gm2 --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-offload-targets=nvptx-none,hsa --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 - Threadripper PRO 3975WX: --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --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-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-targets=nvptx-none=/build/gcc-10-JvwpWM/gcc-10-10.2.0/debian/tmp-nvptx/usr,amdgcn-amdhsa=/build/gcc-10-JvwpWM/gcc-10-10.2.0/debian/tmp-gcn/usr,hsa --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 Processor Details - 2 x Xeon Gold 5220R: Scaling Governor: intel_pstate powersave - CPU Microcode: 0x500002c - Xeon Gold 5220R: Scaling Governor: intel_pstate powersave - CPU Microcode: 0x500002c - Xeon Platinum 8280: Scaling Governor: intel_pstate powersave - CPU Microcode: 0x500002c - 2 x Xeon Platinum 8280: Scaling Governor: intel_pstate powersave - CPU Microcode: 0x500002c - Xeon Gold 5218: Scaling Governor: intel_pstate powersave - CPU Microcode: 0x500002c - Xeon Silver 4216: Scaling Governor: intel_pstate powersave - CPU Microcode: 0x500002c - Xeon Gold 6226R: Scaling Governor: intel_pstate powersave - CPU Microcode: 0x500002c - 2 x Xeon Gold 6226R: Scaling Governor: intel_pstate powersave - CPU Microcode: 0x500002c - 2 x Xeon Silver 4216: Scaling Governor: intel_pstate powersave - CPU Microcode: 0x500002c - Xeon W-3275M: Scaling Governor: intel_pstate powersave - CPU Microcode: 0x500002c - Threadripper PRO 3975WX: Scaling Governor: acpi-cpufreq ondemand (Boost: Enabled) - CPU Microcode: 0x830104d Java Details - 2 x Xeon Gold 5220R: OpenJDK Runtime Environment (build 11.0.6+10-post-Ubuntu-2ubuntu2) - Xeon Gold 5220R: OpenJDK Runtime Environment (build 11.0.6+10-post-Ubuntu-2ubuntu2) - Xeon Platinum 8280: OpenJDK Runtime Environment (build 11.0.6+10-post-Ubuntu-2ubuntu2) - 2 x Xeon Platinum 8280: OpenJDK Runtime Environment (build 11.0.6+10-post-Ubuntu-2ubuntu2) - Xeon Gold 5218: OpenJDK Runtime Environment (build 11.0.6+10-post-Ubuntu-2ubuntu2) - Xeon Silver 4216: OpenJDK Runtime Environment (build 11.0.6+10-post-Ubuntu-2ubuntu2) - Xeon Gold 6226R: OpenJDK Runtime Environment (build 11.0.6+10-post-Ubuntu-2ubuntu2) - 2 x Xeon Gold 6226R: OpenJDK Runtime Environment (build 11.0.6+10-post-Ubuntu-2ubuntu2) - 2 x Xeon Silver 4216: OpenJDK Runtime Environment (build 11.0.6+10-post-Ubuntu-2ubuntu2) - Xeon W-3275M: OpenJDK Runtime Environment (build 11.0.6+10-post-Ubuntu-1ubuntu119.10.1) - Threadripper PRO 3975WX: OpenJDK Runtime Environment (build 11.0.10+9-Ubuntu-0ubuntu1.20.10) Python Details - 2 x Xeon Gold 5220R: + Python 3.8.2 - Xeon Gold 5220R: + Python 3.8.2 - Xeon Platinum 8280: + Python 3.8.2 - 2 x Xeon Platinum 8280: + Python 3.8.2 - Xeon Gold 5218: + Python 3.8.2 - Xeon Silver 4216: + Python 3.8.2 - Xeon Gold 6226R: + Python 3.8.2 - 2 x Xeon Gold 6226R: + Python 3.8.2 - 2 x Xeon Silver 4216: + Python 3.8.2 - Xeon W-3275M: Python 2.7.17 + Python 3.7.5 - Threadripper PRO 3975WX: Python 3.8.6 Security Details - 2 x Xeon Gold 5220R: itlb_multihit: KVM: Mitigation of Split huge pages + l1tf: Not affected + mds: Not affected + meltdown: Not affected + spec_store_bypass: Mitigation of SSB disabled via prctl and seccomp + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Enhanced IBRS IBPB: conditional RSB filling + tsx_async_abort: Mitigation of TSX disabled - Xeon Gold 5220R: itlb_multihit: KVM: Mitigation of Split huge pages + l1tf: Not affected + mds: Not affected + meltdown: Not affected + spec_store_bypass: Mitigation of SSB disabled via prctl and seccomp + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Enhanced IBRS IBPB: conditional RSB filling + tsx_async_abort: Mitigation of TSX disabled - Xeon Platinum 8280: itlb_multihit: KVM: Mitigation of Split huge pages + l1tf: Not affected + mds: Not affected + meltdown: Not affected + spec_store_bypass: Mitigation of SSB disabled via prctl and seccomp + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Enhanced IBRS IBPB: conditional RSB filling + tsx_async_abort: Mitigation of TSX disabled - 2 x Xeon Platinum 8280: itlb_multihit: KVM: Mitigation of Split huge pages + l1tf: Not affected + mds: Not affected + meltdown: Not affected + spec_store_bypass: Mitigation of SSB disabled via prctl and seccomp + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Enhanced IBRS IBPB: conditional RSB filling + tsx_async_abort: Mitigation of TSX disabled - Xeon Gold 5218: itlb_multihit: KVM: Mitigation of Split huge pages + l1tf: Not affected + mds: Not affected + meltdown: Not affected + spec_store_bypass: Mitigation of SSB disabled via prctl and seccomp + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Enhanced IBRS IBPB: conditional RSB filling + tsx_async_abort: Mitigation of TSX disabled - Xeon Silver 4216: itlb_multihit: KVM: Mitigation of Split huge pages + l1tf: Not affected + mds: Not affected + meltdown: Not affected + spec_store_bypass: Mitigation of SSB disabled via prctl and seccomp + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Enhanced IBRS IBPB: conditional RSB filling + tsx_async_abort: Mitigation of TSX disabled - Xeon Gold 6226R: itlb_multihit: KVM: Mitigation of Split huge pages + l1tf: Not affected + mds: Not affected + meltdown: Not affected + spec_store_bypass: Mitigation of SSB disabled via prctl and seccomp + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Enhanced IBRS IBPB: conditional RSB filling + tsx_async_abort: Mitigation of TSX disabled - 2 x Xeon Gold 6226R: itlb_multihit: KVM: Mitigation of Split huge pages + l1tf: Not affected + mds: Not affected + meltdown: Not affected + spec_store_bypass: Mitigation of SSB disabled via prctl and seccomp + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Enhanced IBRS IBPB: conditional RSB filling + tsx_async_abort: Mitigation of TSX disabled - 2 x Xeon Silver 4216: itlb_multihit: KVM: Mitigation of Split huge pages + l1tf: Not affected + mds: Not affected + meltdown: Not affected + spec_store_bypass: Mitigation of SSB disabled via prctl and seccomp + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Enhanced IBRS IBPB: conditional RSB filling + tsx_async_abort: Mitigation of TSX disabled - Xeon W-3275M: itlb_multihit: KVM: Mitigation of Split huge pages + l1tf: Not affected + mds: Not affected + meltdown: Not affected + spec_store_bypass: Mitigation of SSB disabled via prctl and seccomp + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Enhanced IBRS IBPB: conditional RSB filling + tsx_async_abort: Mitigation of TSX disabled - Threadripper PRO 3975WX: itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + spec_store_bypass: Mitigation of SSB disabled via prctl and seccomp + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Full AMD retpoline IBPB: conditional STIBP: conditional RSB filling + srbds: Not affected + tsx_async_abort: Not affected OpenCL Details - Xeon W-3275M: GPU Compute Cores: 4352 - Threadripper PRO 3975WX: GPU Compute Cores: 2304 Kernel Details - Threadripper PRO 3975WX: Transparent Huge Pages: madvise
Xeon Tests build-gcc: Time To Compile mkl-dnn: Convolution Batch conv_all - bf16bf16bf16 mkl-dnn: Convolution Batch conv_all - u8s8f32 mkl-dnn: Convolution Batch conv_all - f32 mkl-dnn: Deconvolution Batch deconv_all - bf16bf16bf16 mkl-dnn: Deconvolution Batch deconv_all - f32 blender: Barbershop - CPU-Only build-llvm: Time To Compile blender: Pabellon Barcelona - CPU-Only radiance: Serial blender: Classroom - CPU-Only numpy: renaissance: Savina Reactors.IO ospray: San Miguel - Path Tracer mlpack: scikit_qda dav1d: Chimera 1080p 10-bit hpcg: asmfish: 1024 Hash Memory, 26 Depth pyperformance: float pgbench: Buffer Test - Normal Load - Read Write pgbench: Buffer Test - Normal Load - Read Only ospray: XFrog Forest - SciVis appleseed: Emily mlpack: scikit_linearridgeregression ospray: XFrog Forest - Path Tracer luxcorerender: Rainbow Colors and Prism build-gdb: Time To Compile mrbayes: Primate Phylogeny Analysis blender: Fishy Cat - CPU-Only ospray: San Miguel - SciVis mkl-dnn: Convolution Batch conv_googlenet_v3 - bf16bf16bf16 mkl-dnn: Convolution Batch conv_googlenet_v3 - u8s8f32 mkl-dnn: Convolution Batch conv_googlenet_v3 - f32 appleseed: Material Tester build-linux-kernel: Time To Compile deepspeech: CPU ospray: NASA Streamlines - Path Tracer pyperformance: python_startup blender: BMW27 - CPU-Only build2: Time To Compile john-the-ripper: MD5 appleseed: Disney Material radiance: SMP Parallel namd: ATPase Simulation - 327,506 Atoms mlpack: scikit_ica stockfish: Total Time npb: EP.D v-ray: CPU mkl-dnn: Convolution Batch conv_3d - u8s8f32 luxcorerender: DLSC basis: ETC1S renaissance: Apache Spark Bayes renaissance: Apache Spark PageRank mkl-dnn: IP Batch All - u8s8f32 mkl-dnn: IP Batch All - f32 himeno: Poisson Pressure Solver npb: BT.C embree: Pathtracer - Asian Dragon Obj mkl-dnn: Convolution Batch conv_3d - bf16bf16bf16 embree: Pathtracer ISPC - Asian Dragon Obj pyperformance: django_template basis: UASTC Level 3 pyperformance: regex_compile ospray: NASA Streamlines - SciVis john-the-ripper: Blowfish embree: Pathtracer - Crown npb: LU.C lzbench: Crush 0 - Decompression lzbench: Crush 0 - Compression embree: Pathtracer ISPC - Crown lzbench: Brotli 2 - Decompression lzbench: Brotli 2 - Compression intel-mpi: IMB-P2P PingPong compress-zstd: Compressing ubuntu-16.04.3-server-i386.img, Compression Level 19 mkl-dnn: Deconvolution Batch deconv_3d - u8s8f32 tungsten: Water Caustic mkl-dnn: IP Batch 1D - f32 lzbench: Zstd 8 - Decompression lzbench: Zstd 8 - Compression pybench: Total For Average Test Times embree: Pathtracer - Asian Dragon mlpack: scikit_svm lzbench: Zstd 1 - Decompression lzbench: Zstd 1 - Compression embree: Pathtracer ISPC - Asian Dragon mkl-dnn: Convolution Batch conv_alexnet - bf16bf16bf16 mkl-dnn: Deconvolution Batch deconv_1d - u8s8f32 mkl-dnn: Deconvolution Batch deconv_1d - bf16bf16bf16 mkl-dnn: Deconvolution Batch deconv_1d - f32 svt-av1: Enc Mode 4 - 1080p dav1d: Summer Nature 4K mkl-dnn: Convolution Batch conv_alexnet - u8s8f32 ospray: Magnetic Reconnection - SciVis renaissance: Scala Dotty mkl-dnn: Convolution Batch conv_alexnet - f32 phpbench: PHP Benchmark Suite mkl-dnn: IP Batch 1D - bf16bf16bf16 arrayfire: BLAS CPU tungsten: Hair dav1d: Summer Nature 1080p arrayfire: Conjugate Gradient CPU npb: SP.B svt-av1: Enc Mode 8 - 1080p smhasher: wyhash smhasher: wyhash scikit-learn: dacapobench: Jython npb: MG.C oidn: Memorial npb: EP.C nettle: aes256 svt-vp9: Visual Quality Optimized - Bosphorus 1080p lammps: Rhodopsin Protein mkl-dnn: Deconvolution Batch deconv_3d - bf16bf16bf16 mkl-dnn: Deconvolution Batch deconv_3d - f32 cloverleaf: Lagrangian-Eulerian Hydrodynamics nettle: sha512 nettle: chacha nettle: poly1305-aes 2 x Xeon Gold 5220R Xeon Gold 5220R Xeon Platinum 8280 2 x Xeon Platinum 8280 Xeon Gold 5218 Xeon Silver 4216 Xeon Gold 6226R 2 x Xeon Gold 6226R 2 x Xeon Silver 4216 Xeon W-3275M Threadripper PRO 3975WX 1060.578 3917.52 2479.28 999.544 3152.41 1278.25 260.56 286.782 208.30 746.918 165.96 300.73 26257.008 3.95 42.69 70.81 25.6303 85501851 113 34227.724903 598798.571324 7.19 180.645797 2.39 3.98 4.46 146.439 134.928 98.24 43.48 187.168 15.7542 54.8190 189.459653 36.699 125.11863 10.42 11.2 60.67 72.151 4821000 88.856634 230.561 0.60333 77.41 74235829 3780.59 40270 4896.41 4.44 54.554 3662.767 24540.720 4.08605 10.6348 3404.690861 100761.29 32.3301 15.2177 37.1498 47.3 27.981 167 55.56 51324 29.5153 108883.40 419 93 33.4469 613 172 19650424.333333 10.449 3112.36 23.3367 2.23009 1101 74 1100 35.8757 17.92 1147 437 43.0983 712.201 0.560890 7.22975 2.12680 5.302 177.89 35.9778 47.62 7414.619 122.761 631283 5.72791 2359.13 11.0726 321.84 9.898 50932.88 49.209 18.806 10.458 4877 58984.18 27.97 3768.66 6159.21 237.57 17.378 9.42591 2.69700 1.06 489.15 1024.975 2797.22 1167.683 7839.95 4826.71 1948.77 5695.58 1920.74 456.47 430.426 404.78 749.923 328.81 313.76 22776.295 2.14 34.24 58.05 13.3529 43217939 114 45518.593515 383120.690509 3.70 284.27974 2.25 2.06 2.48 151.909 134.483 175.95 23.26 369.287 28.4532 108.161 162.860353 59.012 126.07801 5.38 11.3 113.30 91.641 2506000 158.77238 242.515 1.15745 68.19 38167326 1966.61 21886 9696.92 2.32 56.018 3150.096 21704.485 4.61054 8.90795 3398.397455 50787.79 17.7957 29.9173 20.3418 47.1 46.708 168 28.57 25547 16.0514 56744.87 428 98 17.6604 651 176 10276849.521739 10.355 6072.57 25.0080 4.49985 1194 76 1114 19.6105 17.82 1180 444 23.6042 1433.47 0.843709 13.1428 3.36432 4.285 160.59 66.7352 27.03 7556.329 244.745 629690 8.68590 1201.54 18.9840 274.98 6.409 23346.56 33.088 18.815 10.112 4834 31197.22 18.41 1863.15 6133.91 224.01 9.535 16.8253 4.88966 1.28 485.86 1020.093 2779.78 1063.705 3497.47 2846.12 765.745 2935.99 1113.54 287.80 308.741 246.31 728.361 198.25 330.33 21975.122 3.52 30.45 65.40 14.9097 68762075 109 53139.057777 560887.766696 6.25 197.649505 1.67 3.46 4.11 144.643 128.848 110.67 38.46 166.984 11.2900 42.0758 123.979103 40.898 118.09377 9.49 11.2 69.80 74.118 4090000 103.833099 235 0.70709 67.36 62891312 3283.38 34710 5919.94 3.79 51.446 2674.175 20621.229 3.23121 6.79509 3510.205159 71842.34 29.2061 14.0780 33.0490 46.2 30.689 164 50 42864 26.2800 74255.67 440 101 28.7730 673 181 16653864.768116 8.203 3716.98 22.0167 2.39451 1224 77 1076 32.2474 17.19 1212 457 38.3100 637.374 0.371036 6.55374 1.46232 6.030 199.08 26.8391 42.87 6664.254 94.1937 649164 4.83170 3432.16 12.6863 323.20 4.115 32682.14 51.917 22.678 9.127 4547 37089.05 31.10 3194.18 6313.16 265.40 15.314 7.69605 1.96279 0.96 501.98 1051.111 2867.48 1005.530 1766.35 1517.44 496.816 1779.15 881.783 187.33 221.515 129.01 728.246 100.47 321.82 26764.941 6.53 38.35 85.14 28.8542 133839896 109 24466.911227 909916.490086 12.05 154.980752 1.82 6.67 7.15 142.695 129.986 66.39 69.52 86.5391 7.46050 23.1772 193.44241 27.309 122.22468 18.18 11.2 38.79 62.776 7880000 68.618272 226.076 0.36226 63.35 119715795 6284.65 64331 3005.48 7.19 52.694 3228.633 23588.397 3.11002 9.52466 3514.604106 136046.53 51.7853 7.92912 58.6945 45.9 19.885 164 90.91 84084 45.6121 140090.32 428 96 53.2304 623 176 31821690.550725 9.137 1893.72 21.5896 1.63986 1124 75 1073 57.4870 17.19 1168 449 68.4241 320.060 0.394455 4.06847 1.24029 7.033 221.31 19.8143 71.43 6890.606 49.8437 649693 3.65964 3430.28 7.82706 409.88 7.481 70893.41 56.982 22.677 9.392 4711 69175.12 34.49 6104.94 6320.00 233.17 24.788 4.35817 1.13608 0.69 500.98 1051.936 2868.69 1218.874 10255.2 5840.26 2363.00 6721.02 1699.69 589.07 501.218 531.98 747.844 433.42 315.14 27198.080 1.75 37.41 55.88 13.0138 36561817 114 40894.896756 322051.631187 3.01 328.139133 2.46 1.68 1.88 156.299 147.734 229.28 18.87 484.594 34.6031 131.088 179.751505 67.156 128.40692 4.37 11.1 149.39 101.716 1912667 182.557972 241.897 1.51168 68.78 32424332 1635.78 16981 11821.3 1.74 58.473 3477.331 23703.029 4.83875 9.30959 3405.035897 48617.05 13.8526 39.9985 16.7685 47.2 55.209 167 23.26 21403 12.3882 48143.49 430 96 14.4163 655 176 9066471.0434783 11.122 7189.03 25.9635 4.75696 1195 74 1101 15.3104 17.98 1184 446 19.4321 1874.47 0.976730 16.5484 3.99488 3.339 136.86 81.0705 22.22 8286.123 298.300 632455 8.8271 1002.09 22.4866 265.46 7.042 22329.34 27.193 19.806 10.286 5096 30328.65 15.80 1621.48 6164.79 172.82 8.158 21.4290 5.80420 1.37 489.51 1024.493 2798.56 1398.020 10258.0 6241.16 3129.93 6721.54 2201.04 593.13 531.152 531.39 909.318 432.11 272.12 22798.382 1.40 40.75 50.10 11.8883 35085496 137 40373.304894 313376.779917 2.34 345.389961 2.97 1.31 1.88 177.772 193.466 229.71 14.71 484.895 45.0502 171.428 188.776756 71.770 135.99744 3.41 15.4 149.02 109.699 1893333 194.401843 299.739 1.51721 81.36 31174576 1571.49 17105 12300.3 1.77 67.461 3588.692 25271.433 5.59275 10.1930 2823.595364 46389.79 13.8827 40.0192 13.4918 57.5 58.246 204 18.18 20424 12.4316 46723.01 353 82 11.3827 542 146 8923779.5507246 11.430 7457.86 28.8979 5.16658 998 64 1342 15.2796 20.89 973 365 15.5911 1875.23 1.27375 16.5516 5.31087 3.309 132.46 105.826 17.94 8634.691 395.441 515697 10.9014 765.491 23.6129 232.35 7.819 21149.68 26.460 22004.08 22.131 12.030 5768 28301.13 12.85 1545.50 5024.39 173.18 7.810 21.4755 7.63646 1.49 399.99 837.612 2291.69 1092.587 5709.17 4478.93 1227.07 3966.73 983.913 453.22 433.191 400.96 746.687 321.53 318.87 27198.856 2.02 31.96 62.32 13.9581 44614925 115 46503.283040 376860.318615 3.68 276.768654 1.93 2.02 2.51 139.120 123.702 173.95 22.69 269.991 17.9735 69.1431 156.605614 57.772 119.78717 5.52 11.0 111.82 88.977 2583000 155.228014 242.002 1.13586 61.82 39776292 2094.53 22074 9374.60 2.35 54.790 2856.850 21743.019 4.53821 8.84233 3401.157135 56576.12 17.4223 22.4243 19.3228 47.3 44.943 168 29.41 27126 15.9943 58594.50 429 95 16.8099 653 176 10620968.608695 10.330 5864.26 24.0874 4.41366 1193 74 1103 19.3472 17.92 1182 445 22.4598 1042.34 0.528632 9.90362 2.23126 4.340 170.07 42.2202 25.48 6999.497 155.368 632431 5.71439 2137.03 18.6129 307.75 6.451 23859.79 34.636 19429.87 25.134 9.924 4609 31633.6 22.01 2044.24 6161.42 221.95 10.325 12.3271 3.13006 1.27 488.81 1024.992 2795.49 996.904 2871.11 2377.91 694.324 2169.93 711.389 257.01 279.682 207.41 745.686 163.32 304.16 27972.998 3.71 44.53 73.95 26.5910 83894514 113 37715.216271 587882.232699 7.09 177.661148 2.08 3.88 4.32 133.444 124.258 96.41 42.27 137.734 11.3282 36.3716 185.357154 36.595 123.38702 10.56 10.9 59.45 70.608 4977667 84.844108 233.042 0.58237 74.63 75203729 3969.60 34749 4821.24 4.5183 54.947 3405.414 24522.220 4.11779 10.5239 3410.383938 77470.67 31.3117 11.6076 34.8030 47.1 27.226 167 55.56 53485 28.9602 106268.33 418 91 31.7318 608 172 20467429.521739 10.206 2987.08 23.1916 2.18975 1100 72 1104 34.6919 17.77 1141 437 40.4325 527.017 0.369060 5.38402 1.49724 5.431 203.10 26.5363 45.45 7231.014 81.1400 632601 3.21281 3912.30 10.6653 358.62 7.155 49232.24 51.710 19424.11 25.129 10.449 4806 58681.42 33.06 4005.26 6157.49 256.91 18.150 6.29647 1.70749 0.93 489.42 1025.384 2797.43 1268.815 5156.69 3215.17 1578.24 3600.95 1364.26 333.40 347.827 272.72 907.757 218.06 262.78 28596.105 2.63 50.10 59.51 23.1574 66895810 137 34916.030852 501697.238231 4.57 222.968514 2.99 2.55 3.65 169.704 194.504 125.35 27.84 246.446 23.7028 87.5434 197.740442 45.315 133.01160 6.62 15.4 78.72 86.325 3764000 107.498089 281.251 0.76982 94.45 60569696 3144.70 27592 6329.94 3.43 65.644 4199.411 28045.920 4.82603 11.4215 2817.673053 65509.98 25.4971 20.5163 25.0678 57.5 34.632 204 34.48 41021 23.2674 85606.53 344 80 21.7468 509 142 17176230.536232 10.978 3849.13 27.3948 2.66699 930 63 1343 28.2032 21.09 943 359 28.9732 938.910 0.770300 8.86913 3.06590 4.216 159.60 55.3361 32.53 8583.014 197.914 519964 5.56500 1497.75 13.6031 272.55 16.92 42220.94 40.548 22011.20 22.129 12.549 5802 52832.47 20.43 2984.02 5061.60 206.42 14.161 10.9379 3.85512 1.00 401.13 841.649 2294.74 994.583 3880.44 2967.92 878.390 3293.94 1292.62 304.79 281.678 265.41 665.7 213.36 367.56 25186.666 3.25 32.65 81.60 14.1623 66225641 94.5 11704.231804 567696.505912 5.72 196.929786 1.99 3.17 3.79 134.824 143.348 118.09 34.48 188.611 13.4504 49.8744 124.147301 36.367 123.85252 8.69 17.7 74.96 66.415 3654000 106.643392 219.836 0.81434 54.91 61170651 3210.52 33014 6183.11 3.53 47.653 2743.623 21015.543 3.59218 7.54439 3866.090988 69347.58 27.1952 16.5906 30.3458 49.9 30.634 157 45.45 40326 24.5503 69606.84 509 109 26.4010 721 196 20246604.623188 8.380 3852.37 21.5517 2.86715 1298 84 951 30.1057 15.78 1299 508 35.1495 702.065 0.458422 7.61595 1.74515 6.389 256.60 31.9893 40 6970.904 108.568 734339 5.56304 3128.39 12.7104 537.84 4.423 31426.53 53.819 26298.77 18.508 9.661 4321 35376.11 27.35 3025.11 7070.60 282.18 14.562 8.46273 2.27526 1.14 550.93 1172.153 3207.98 660.652 15278.7 954.767 2132.72 195.89 226.933 154.47 558.709 119.01 370.74 13698.214 53.87 141.78 15.2996 95898153 103 11345.076929 724726.946018 8.88 137.289499 1.40 4.68 6.69 85.510 74.536 70.84 1124.28 84.2175 133.89348 62.95147 13.51 7.78 47.47 2326200 68.444995 170.557 0.59390 50.18 96364625 3034.12 45515 4299.20 5.97 41.104 2116.295 16952.733 157.223 9.42693 4916.360177 37.3400 35.6685 42.1 19.621 150 66.67 42433 37.1294 80113.17 504 109 35.3155 744 213 13233839 155.004 2764.35 17.1868 2.37268 1873 105 894 41.7466 20.41 1707 545 41.4899 1713.58 2.63632 343.56 1318.00 33.33 5194.603 127.981 649646 793.209 7.50642 719.55 27.68 8.569 3965 43604.45 19.80 2941.91 17.617 3.62735 0.88 OpenBenchmarking.org
Timed GCC Compilation Time To Compile OpenBenchmarking.org Seconds, Fewer Is Better Timed GCC Compilation 9.3.0 Time To Compile 2 x Xeon Gold 5220R 2 x Xeon Gold 6226R 2 x Xeon Platinum 8280 2 x Xeon Silver 4216 Threadripper PRO 3975WX Xeon Gold 5218 Xeon Gold 5220R Xeon Gold 6226R Xeon Platinum 8280 Xeon Silver 4216 Xeon W-3275M 300 600 900 1200 1500 SE +/- 1.42, N = 3 SE +/- 0.70, N = 3 SE +/- 0.24, N = 3 SE +/- 0.64, N = 3 SE +/- 0.62, N = 3 SE +/- 0.04, N = 3 SE +/- 0.07, N = 3 SE +/- 0.43, N = 3 SE +/- 0.29, N = 3 SE +/- 1.02, N = 3 SE +/- 0.44, N = 3 1060.58 996.90 1005.53 1268.82 660.65 1218.87 1167.68 1092.59 1063.71 1398.02 994.58
MKL-DNN DNNL Harness: Convolution Batch conv_all - Data Type: bf16bf16bf16 OpenBenchmarking.org ms, Fewer Is Better MKL-DNN DNNL 1.1 Harness: Convolution Batch conv_all - Data Type: bf16bf16bf16 2 x Xeon Gold 5220R 2 x Xeon Gold 6226R 2 x Xeon Platinum 8280 2 x Xeon Silver 4216 Xeon Gold 5218 Xeon Gold 5220R Xeon Gold 6226R Xeon Platinum 8280 Xeon Silver 4216 Xeon W-3275M 2K 4K 6K 8K 10K SE +/- 3.93, N = 3 SE +/- 2.73, N = 3 SE +/- 1.13, N = 3 SE +/- 6.81, N = 3 SE +/- 0.34, N = 3 SE +/- 4.68, N = 3 SE +/- 0.12, N = 3 SE +/- 0.26, N = 3 SE +/- 0.35, N = 3 SE +/- 0.11, N = 3 3917.52 2871.11 1766.35 5156.69 10255.20 7839.95 5709.17 3497.47 10258.00 3880.44 MIN: 3906.67 MIN: 2860.81 MIN: 1757.1 MIN: 5142.07 MIN: 10250.1 MIN: 7795.37 MIN: 5699.77 MIN: 3490.41 MIN: 10250.4 MIN: 3767 1. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl
MKL-DNN DNNL Harness: Convolution Batch conv_all - Data Type: u8s8f32 OpenBenchmarking.org ms, Fewer Is Better MKL-DNN DNNL 1.1 Harness: Convolution Batch conv_all - Data Type: u8s8f32 2 x Xeon Gold 5220R 2 x Xeon Gold 6226R 2 x Xeon Platinum 8280 2 x Xeon Silver 4216 Threadripper PRO 3975WX Xeon Gold 5218 Xeon Gold 5220R Xeon Gold 6226R Xeon Platinum 8280 Xeon Silver 4216 Xeon W-3275M 3K 6K 9K 12K 15K SE +/- 2.07, N = 3 SE +/- 10.67, N = 3 SE +/- 3.12, N = 3 SE +/- 23.72, N = 3 SE +/- 147.93, N = 3 SE +/- 1.57, N = 3 SE +/- 4.48, N = 3 SE +/- 7.74, N = 3 SE +/- 1.24, N = 3 SE +/- 4.87, N = 3 SE +/- 15.10, N = 3 2479.28 2377.91 1517.44 3215.17 15278.70 5840.26 4826.71 4478.93 2846.12 6241.16 2967.92 MIN: 2469.15 MIN: 2360.75 MIN: 3181.24 MIN: 12371.2 MIN: 5831.48 MIN: 4806.63 MIN: 4461.44 MIN: 2813.78 MIN: 6214.68 MIN: 2893.12 1. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl
MKL-DNN DNNL Harness: Convolution Batch conv_all - Data Type: f32 OpenBenchmarking.org ms, Fewer Is Better MKL-DNN DNNL 1.1 Harness: Convolution Batch conv_all - Data Type: f32 2 x Xeon Gold 5220R 2 x Xeon Gold 6226R 2 x Xeon Platinum 8280 2 x Xeon Silver 4216 Threadripper PRO 3975WX Xeon Gold 5218 Xeon Gold 5220R Xeon Gold 6226R Xeon Platinum 8280 Xeon Silver 4216 Xeon W-3275M 700 1400 2100 2800 3500 SE +/- 0.29, N = 3 SE +/- 0.79, N = 3 SE +/- 0.78, N = 3 SE +/- 1.69, N = 3 SE +/- 4.78, N = 3 SE +/- 0.47, N = 3 SE +/- 1.16, N = 3 SE +/- 0.59, N = 3 SE +/- 0.39, N = 3 SE +/- 1.30, N = 3 SE +/- 0.68, N = 3 999.54 694.32 496.82 1578.24 954.77 2363.00 1948.77 1227.07 765.75 3129.93 878.39 MIN: 995.71 MIN: 686.24 MIN: 488.36 MIN: 1571.3 MIN: 779.48 MIN: 2357.87 MIN: 1927.2 MIN: 1218.34 MIN: 755.35 MIN: 3085.85 MIN: 819.94 1. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl
MKL-DNN DNNL Harness: Deconvolution Batch deconv_all - Data Type: bf16bf16bf16 OpenBenchmarking.org ms, Fewer Is Better MKL-DNN DNNL 1.1 Harness: Deconvolution Batch deconv_all - Data Type: bf16bf16bf16 2 x Xeon Gold 5220R 2 x Xeon Gold 6226R 2 x Xeon Platinum 8280 2 x Xeon Silver 4216 Xeon Gold 5218 Xeon Gold 5220R Xeon Gold 6226R Xeon Platinum 8280 Xeon Silver 4216 Xeon W-3275M 1400 2800 4200 5600 7000 SE +/- 3.03, N = 3 SE +/- 5.08, N = 3 SE +/- 0.87, N = 3 SE +/- 3.93, N = 3 SE +/- 0.83, N = 3 SE +/- 3.12, N = 3 SE +/- 1.02, N = 3 SE +/- 5.43, N = 3 SE +/- 0.10, N = 3 SE +/- 4.61, N = 3 3152.41 2169.93 1779.15 3600.95 6721.02 5695.58 3966.73 2935.99 6721.54 3293.94 MIN: 3140.75 MIN: 2158.31 MIN: 1772.45 MIN: 3588.76 MIN: 6716.04 MIN: 5644.95 MIN: 3962.44 MIN: 2926 MIN: 6717.72 MIN: 3137.48 1. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl
MKL-DNN DNNL Harness: Deconvolution Batch deconv_all - Data Type: f32 OpenBenchmarking.org ms, Fewer Is Better MKL-DNN DNNL 1.1 Harness: Deconvolution Batch deconv_all - Data Type: f32 2 x Xeon Gold 5220R 2 x Xeon Gold 6226R 2 x Xeon Platinum 8280 2 x Xeon Silver 4216 Threadripper PRO 3975WX Xeon Gold 5218 Xeon Gold 5220R Xeon Gold 6226R Xeon Platinum 8280 Xeon Silver 4216 Xeon W-3275M 500 1000 1500 2000 2500 SE +/- 1.51, N = 3 SE +/- 0.89, N = 3 SE +/- 0.39, N = 3 SE +/- 0.28, N = 3 SE +/- 8.81, N = 3 SE +/- 0.44, N = 3 SE +/- 0.74, N = 3 SE +/- 0.49, N = 3 SE +/- 0.33, N = 3 SE +/- 7.40, N = 3 SE +/- 16.26, N = 5 1278.25 711.39 881.78 1364.26 2132.72 1699.69 1920.74 983.91 1113.54 2201.04 1292.62 MIN: 1270.58 MIN: 703.37 MIN: 874.01 MIN: 1356.18 MIN: 1372.71 MIN: 1694.75 MIN: 1902.55 MIN: 975.96 MIN: 1108.65 MIN: 2184.66 MIN: 1177.9 1. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl
Blender Blend File: Barbershop - Compute: CPU-Only OpenBenchmarking.org Seconds, Fewer Is Better Blender 2.82 Blend File: Barbershop - Compute: CPU-Only 2 x Xeon Gold 5220R 2 x Xeon Gold 6226R 2 x Xeon Platinum 8280 2 x Xeon Silver 4216 Threadripper PRO 3975WX Xeon Gold 5218 Xeon Gold 5220R Xeon Gold 6226R Xeon Platinum 8280 Xeon Silver 4216 Xeon W-3275M 130 260 390 520 650 SE +/- 0.30, N = 3 SE +/- 0.25, N = 3 SE +/- 0.40, N = 3 SE +/- 0.10, N = 3 SE +/- 0.14, N = 3 SE +/- 0.20, N = 3 SE +/- 0.20, N = 3 SE +/- 0.44, N = 3 SE +/- 0.20, N = 3 SE +/- 0.17, N = 3 SE +/- 0.22, N = 3 260.56 257.01 187.33 333.40 195.89 589.07 456.47 453.22 287.80 593.13 304.79
Timed LLVM Compilation Time To Compile OpenBenchmarking.org Seconds, Fewer Is Better Timed LLVM Compilation 10.0 Time To Compile 2 x Xeon Gold 5220R 2 x Xeon Gold 6226R 2 x Xeon Platinum 8280 2 x Xeon Silver 4216 Threadripper PRO 3975WX Xeon Gold 5218 Xeon Gold 5220R Xeon Gold 6226R Xeon Platinum 8280 Xeon Silver 4216 Xeon W-3275M 110 220 330 440 550 SE +/- 2.03, N = 3 SE +/- 3.51, N = 3 SE +/- 1.01, N = 3 SE +/- 1.73, N = 3 SE +/- 1.89, N = 3 SE +/- 3.37, N = 3 SE +/- 1.84, N = 3 SE +/- 2.13, N = 3 SE +/- 4.79, N = 3 SE +/- 2.53, N = 3 SE +/- 2.68, N = 3 286.78 279.68 221.52 347.83 226.93 501.22 430.43 433.19 308.74 531.15 281.68
Blender Blend File: Pabellon Barcelona - Compute: CPU-Only OpenBenchmarking.org Seconds, Fewer Is Better Blender 2.82 Blend File: Pabellon Barcelona - Compute: CPU-Only 2 x Xeon Gold 5220R 2 x Xeon Gold 6226R 2 x Xeon Platinum 8280 2 x Xeon Silver 4216 Threadripper PRO 3975WX Xeon Gold 5218 Xeon Gold 5220R Xeon Gold 6226R Xeon Platinum 8280 Xeon Silver 4216 Xeon W-3275M 120 240 360 480 600 SE +/- 0.10, N = 3 SE +/- 0.09, N = 3 SE +/- 0.26, N = 3 SE +/- 0.50, N = 3 SE +/- 0.31, N = 3 SE +/- 0.31, N = 3 SE +/- 0.03, N = 3 SE +/- 0.22, N = 3 SE +/- 0.05, N = 3 SE +/- 0.46, N = 3 SE +/- 0.73, N = 3 208.30 207.41 129.01 272.72 154.47 531.98 404.78 400.96 246.31 531.39 265.41
Radiance Benchmark Test: Serial OpenBenchmarking.org Seconds, Fewer Is Better Radiance Benchmark 5.0 Test: Serial 2 x Xeon Gold 5220R 2 x Xeon Gold 6226R 2 x Xeon Platinum 8280 2 x Xeon Silver 4216 Threadripper PRO 3975WX Xeon Gold 5218 Xeon Gold 5220R Xeon Gold 6226R Xeon Platinum 8280 Xeon Silver 4216 Xeon W-3275M 200 400 600 800 1000 746.92 745.69 728.25 907.76 558.71 747.84 749.92 746.69 728.36 909.32 665.70
Blender Blend File: Classroom - Compute: CPU-Only OpenBenchmarking.org Seconds, Fewer Is Better Blender 2.82 Blend File: Classroom - Compute: CPU-Only 2 x Xeon Gold 5220R 2 x Xeon Gold 6226R 2 x Xeon Platinum 8280 2 x Xeon Silver 4216 Threadripper PRO 3975WX Xeon Gold 5218 Xeon Gold 5220R Xeon Gold 6226R Xeon Platinum 8280 Xeon Silver 4216 Xeon W-3275M 90 180 270 360 450 SE +/- 0.18, N = 3 SE +/- 0.52, N = 3 SE +/- 0.26, N = 3 SE +/- 0.19, N = 3 SE +/- 0.12, N = 3 SE +/- 0.29, N = 3 SE +/- 0.39, N = 3 SE +/- 0.16, N = 3 SE +/- 0.36, N = 3 SE +/- 0.20, N = 3 SE +/- 0.32, N = 3 165.96 163.32 100.47 218.06 119.01 433.42 328.81 321.53 198.25 432.11 213.36
Numpy Benchmark OpenBenchmarking.org Score, More Is Better Numpy Benchmark 2 x Xeon Gold 5220R 2 x Xeon Gold 6226R 2 x Xeon Platinum 8280 2 x Xeon Silver 4216 Threadripper PRO 3975WX Xeon Gold 5218 Xeon Gold 5220R Xeon Gold 6226R Xeon Platinum 8280 Xeon Silver 4216 Xeon W-3275M 80 160 240 320 400 SE +/- 0.65, N = 3 SE +/- 1.46, N = 3 SE +/- 3.00, N = 3 SE +/- 1.91, N = 3 SE +/- 0.19, N = 3 SE +/- 2.01, N = 3 SE +/- 3.23, N = 3 SE +/- 0.54, N = 3 SE +/- 2.42, N = 3 SE +/- 0.89, N = 3 SE +/- 2.73, N = 3 300.73 304.16 321.82 262.78 370.74 315.14 313.76 318.87 330.33 272.12 367.56
Renaissance Test: Savina Reactors.IO OpenBenchmarking.org ms, Fewer Is Better Renaissance 0.10.0 Test: Savina Reactors.IO 2 x Xeon Gold 5220R 2 x Xeon Gold 6226R 2 x Xeon Platinum 8280 2 x Xeon Silver 4216 Threadripper PRO 3975WX Xeon Gold 5218 Xeon Gold 5220R Xeon Gold 6226R Xeon Platinum 8280 Xeon Silver 4216 Xeon W-3275M 6K 12K 18K 24K 30K SE +/- 496.64, N = 25 SE +/- 633.76, N = 25 SE +/- 474.27, N = 25 SE +/- 436.95, N = 25 SE +/- 394.58, N = 20 SE +/- 516.85, N = 25 SE +/- 389.39, N = 25 SE +/- 426.81, N = 25 SE +/- 593.14, N = 25 SE +/- 251.20, N = 25 SE +/- 599.32, N = 25 26257.01 27973.00 26764.94 28596.11 13698.21 27198.08 22776.30 27198.86 21975.12 22798.38 25186.67
OSPray Demo: San Miguel - Renderer: Path Tracer OpenBenchmarking.org FPS, More Is Better OSPray 1.8.5 Demo: San Miguel - Renderer: Path Tracer 2 x Xeon Gold 5220R 2 x Xeon Gold 6226R 2 x Xeon Platinum 8280 2 x Xeon Silver 4216 Xeon Gold 5218 Xeon Gold 5220R Xeon Gold 6226R Xeon Platinum 8280 Xeon Silver 4216 Xeon W-3275M 2 4 6 8 10 SE +/- 0.00, N = 7 SE +/- 0.00, N = 8 SE +/- 0.01, N = 5 SE +/- 0.00, N = 4 SE +/- 0.00, N = 6 SE +/- 0.00, N = 4 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 SE +/- 0.00, N = 12 3.95 3.71 6.53 2.63 1.75 2.14 2.02 3.52 1.40 3.25 MIN: 3.41 / MAX: 3.98 MIN: 2.99 / MAX: 3.73 MIN: 5.18 / MAX: 6.58 MIN: 2.35 / MAX: 2.64 MIN: 1.74 / MAX: 1.76 MIN: 2.13 / MAX: 2.15 MAX: 2.03 MIN: 3.48 / MAX: 3.53 MAX: 1.41 MIN: 3.16 / MAX: 3.28
Mlpack Benchmark Benchmark: scikit_qda OpenBenchmarking.org Seconds, Fewer Is Better Mlpack Benchmark Benchmark: scikit_qda 2 x Xeon Gold 5220R 2 x Xeon Gold 6226R 2 x Xeon Platinum 8280 2 x Xeon Silver 4216 Threadripper PRO 3975WX Xeon Gold 5218 Xeon Gold 5220R Xeon Gold 6226R Xeon Platinum 8280 Xeon Silver 4216 Xeon W-3275M 12 24 36 48 60 SE +/- 0.63, N = 3 SE +/- 0.21, N = 3 SE +/- 0.34, N = 3 SE +/- 0.51, N = 12 SE +/- 0.54, N = 3 SE +/- 0.43, N = 6 SE +/- 0.49, N = 4 SE +/- 0.46, N = 3 SE +/- 0.29, N = 3 SE +/- 0.39, N = 3 SE +/- 0.18, N = 3 42.69 44.53 38.35 50.10 53.87 37.41 34.24 31.96 30.45 40.75 32.65
dav1d Video Input: Chimera 1080p 10-bit OpenBenchmarking.org FPS, More Is Better dav1d 0.6.0 Video Input: Chimera 1080p 10-bit 2 x Xeon Gold 5220R 2 x Xeon Gold 6226R 2 x Xeon Platinum 8280 2 x Xeon Silver 4216 Threadripper PRO 3975WX Xeon Gold 5218 Xeon Gold 5220R Xeon Gold 6226R Xeon Platinum 8280 Xeon Silver 4216 Xeon W-3275M 30 60 90 120 150 SE +/- 0.47, N = 3 SE +/- 0.16, N = 3 SE +/- 0.07, N = 3 SE +/- 0.16, N = 3 SE +/- 0.19, N = 3 SE +/- 0.05, N = 3 SE +/- 0.14, N = 3 SE +/- 0.24, N = 3 SE +/- 0.12, N = 3 SE +/- 0.06, N = 3 SE +/- 0.05, N = 3 70.81 73.95 85.14 59.51 141.78 55.88 58.05 62.32 65.40 50.10 81.60 MIN: 54.24 / MAX: 115.34 MIN: 55.51 / MAX: 119.74 MIN: 66.74 / MAX: 126.85 MIN: 45.13 / MAX: 93.29 MIN: 98.54 / MAX: 232.11 MIN: 40.96 / MAX: 112.64 MIN: 42.73 / MAX: 119.59 MIN: 45.27 / MAX: 134.22 MIN: 49.2 / MAX: 111 MIN: 36.69 / MAX: 102.49 MIN: 55.07 / MAX: 147.52 1. (CC) gcc options: -pthread
High Performance Conjugate Gradient OpenBenchmarking.org GFLOP/s, More Is Better High Performance Conjugate Gradient 3.1 2 x Xeon Gold 5220R 2 x Xeon Gold 6226R 2 x Xeon Platinum 8280 2 x Xeon Silver 4216 Threadripper PRO 3975WX Xeon Gold 5218 Xeon Gold 5220R Xeon Gold 6226R Xeon Platinum 8280 Xeon Silver 4216 Xeon W-3275M 7 14 21 28 35 SE +/- 0.15, N = 3 SE +/- 0.13, N = 3 SE +/- 0.25, N = 3 SE +/- 0.01, N = 3 SE +/- 0.16, N = 5 SE +/- 0.01, N = 3 SE +/- 0.08, N = 3 SE +/- 0.03, N = 3 SE +/- 0.04, N = 3 SE +/- 0.03, N = 3 SE +/- 0.15, N = 3 25.63 26.59 28.85 23.16 15.30 13.01 13.35 13.96 14.91 11.89 14.16 1. (CXX) g++ options: -O3 -ffast-math -ftree-vectorize -pthread -lmpi_cxx -lmpi
asmFish 1024 Hash Memory, 26 Depth OpenBenchmarking.org Nodes/second, More Is Better asmFish 2018-07-23 1024 Hash Memory, 26 Depth 2 x Xeon Gold 5220R 2 x Xeon Gold 6226R 2 x Xeon Platinum 8280 2 x Xeon Silver 4216 Threadripper PRO 3975WX Xeon Gold 5218 Xeon Gold 5220R Xeon Gold 6226R Xeon Platinum 8280 Xeon Silver 4216 Xeon W-3275M 30M 60M 90M 120M 150M SE +/- 107032.55, N = 3 SE +/- 983078.22, N = 3 SE +/- 491864.96, N = 3 SE +/- 49212.27, N = 3 SE +/- 661893.93, N = 3 SE +/- 274137.19, N = 3 SE +/- 375245.33, N = 3 SE +/- 606619.65, N = 3 SE +/- 450047.19, N = 3 SE +/- 274506.10, N = 3 SE +/- 845752.34, N = 4 85501851 83894514 133839896 66895810 95898153 36561817 43217939 44614925 68762075 35085496 66225641
PyPerformance Benchmark: float OpenBenchmarking.org Milliseconds, Fewer Is Better PyPerformance 1.0.0 Benchmark: float 2 x Xeon Gold 5220R 2 x Xeon Gold 6226R 2 x Xeon Platinum 8280 2 x Xeon Silver 4216 Threadripper PRO 3975WX Xeon Gold 5218 Xeon Gold 5220R Xeon Gold 6226R Xeon Platinum 8280 Xeon Silver 4216 Xeon W-3275M 30 60 90 120 150 SE +/- 0.33, N = 3 SE +/- 0.12, N = 3 113.0 113.0 109.0 137.0 103.0 114.0 114.0 115.0 109.0 137.0 94.5
PostgreSQL pgbench Scaling: Buffer Test - Test: Normal Load - Mode: Read Write OpenBenchmarking.org TPS, More Is Better PostgreSQL pgbench 12.0 Scaling: Buffer Test - Test: Normal Load - Mode: Read Write 2 x Xeon Gold 5220R 2 x Xeon Gold 6226R 2 x Xeon Platinum 8280 2 x Xeon Silver 4216 Threadripper PRO 3975WX Xeon Gold 5218 Xeon Gold 5220R Xeon Gold 6226R Xeon Platinum 8280 Xeon Silver 4216 Xeon W-3275M 11K 22K 33K 44K 55K SE +/- 158.35, N = 3 SE +/- 119.26, N = 3 SE +/- 19.82, N = 3 SE +/- 220.44, N = 3 SE +/- 4.63, N = 3 SE +/- 1.34, N = 3 SE +/- 54.71, N = 3 SE +/- 56.97, N = 3 SE +/- 370.72, N = 3 SE +/- 132.22, N = 3 SE +/- 85.02, N = 3 34227.72 37715.22 24466.91 34916.03 11345.08 40894.90 45518.59 46503.28 53139.06 40373.30 11704.23 1. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -lcrypt -ldl -lm
PostgreSQL pgbench Scaling: Buffer Test - Test: Normal Load - Mode: Read Only OpenBenchmarking.org TPS, More Is Better PostgreSQL pgbench 12.0 Scaling: Buffer Test - Test: Normal Load - Mode: Read Only 2 x Xeon Gold 5220R 2 x Xeon Gold 6226R 2 x Xeon Platinum 8280 2 x Xeon Silver 4216 Threadripper PRO 3975WX Xeon Gold 5218 Xeon Gold 5220R Xeon Gold 6226R Xeon Platinum 8280 Xeon Silver 4216 Xeon W-3275M 200K 400K 600K 800K 1000K SE +/- 2029.20, N = 3 SE +/- 494.87, N = 3 SE +/- 10457.35, N = 3 SE +/- 568.07, N = 3 SE +/- 613.50, N = 3 SE +/- 198.36, N = 3 SE +/- 474.33, N = 3 SE +/- 358.06, N = 3 SE +/- 1625.61, N = 3 SE +/- 517.49, N = 3 SE +/- 3571.60, N = 3 598798.57 587882.23 909916.49 501697.24 724726.95 322051.63 383120.69 376860.32 560887.77 313376.78 567696.51 1. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -lcrypt -ldl -lm
OSPray Demo: XFrog Forest - Renderer: SciVis OpenBenchmarking.org FPS, More Is Better OSPray 1.8.5 Demo: XFrog Forest - Renderer: SciVis 2 x Xeon Gold 5220R 2 x Xeon Gold 6226R 2 x Xeon Platinum 8280 2 x Xeon Silver 4216 Threadripper PRO 3975WX Xeon Gold 5218 Xeon Gold 5220R Xeon Gold 6226R Xeon Platinum 8280 Xeon Silver 4216 Xeon W-3275M 3 6 9 12 15 SE +/- 0.00, N = 6 SE +/- 0.00, N = 12 SE +/- 0.00, N = 12 SE +/- 0.00, N = 12 SE +/- 0.03, N = 3 SE +/- 0.00, N = 12 SE +/- 0.00, N = 6 SE +/- 0.00, N = 12 SE +/- 0.00, N = 3 SE +/- 0.00, N = 12 SE +/- 0.00, N = 8 7.19 7.09 12.05 4.57 8.88 3.01 3.70 3.68 6.25 2.34 5.72 MIN: 6.45 / MAX: 7.25 MIN: 6.37 / MAX: 7.14 MIN: 9.71 / MAX: 12.2 MIN: 4.08 / MAX: 4.61 MIN: 8.55 / MAX: 9.09 MIN: 2.98 / MAX: 3.05 MIN: 3.66 / MAX: 3.73 MIN: 3.64 / MAX: 3.7 MIN: 6.13 / MAX: 6.29 MIN: 2.3 / MAX: 2.36 MIN: 5.56 / MAX: 5.78
Appleseed Scene: Emily OpenBenchmarking.org Seconds, Fewer Is Better Appleseed 2.0 Beta Scene: Emily 2 x Xeon Gold 5220R 2 x Xeon Gold 6226R 2 x Xeon Platinum 8280 2 x Xeon Silver 4216 Threadripper PRO 3975WX Xeon Gold 5218 Xeon Gold 5220R Xeon Gold 6226R Xeon Platinum 8280 Xeon Silver 4216 Xeon W-3275M 80 160 240 320 400 180.65 177.66 154.98 222.97 137.29 328.14 284.28 276.77 197.65 345.39 196.93
Mlpack Benchmark Benchmark: scikit_linearridgeregression OpenBenchmarking.org Seconds, Fewer Is Better Mlpack Benchmark Benchmark: scikit_linearridgeregression 2 x Xeon Gold 5220R 2 x Xeon Gold 6226R 2 x Xeon Platinum 8280 2 x Xeon Silver 4216 Threadripper PRO 3975WX Xeon Gold 5218 Xeon Gold 5220R Xeon Gold 6226R Xeon Platinum 8280 Xeon Silver 4216 Xeon W-3275M 0.6728 1.3456 2.0184 2.6912 3.364 SE +/- 0.06, N = 12 SE +/- 0.04, N = 15 SE +/- 0.03, N = 3 SE +/- 0.02, N = 3 SE +/- 0.01, N = 3 SE +/- 0.03, N = 7 SE +/- 0.03, N = 3 SE +/- 0.03, N = 3 SE +/- 0.02, N = 3 SE +/- 0.04, N = 3 SE +/- 0.02, N = 3 2.39 2.08 1.82 2.99 1.40 2.46 2.25 1.93 1.67 2.97 1.99
OSPray Demo: XFrog Forest - Renderer: Path Tracer OpenBenchmarking.org FPS, More Is Better OSPray 1.8.5 Demo: XFrog Forest - Renderer: Path Tracer 2 x Xeon Gold 5220R 2 x Xeon Gold 6226R 2 x Xeon Platinum 8280 2 x Xeon Silver 4216 Threadripper PRO 3975WX Xeon Gold 5218 Xeon Gold 5220R Xeon Gold 6226R Xeon Platinum 8280 Xeon Silver 4216 Xeon W-3275M 2 4 6 8 10 SE +/- 0.00, N = 12 SE +/- 0.00, N = 12 SE +/- 0.00, N = 12 SE +/- 0.00, N = 5 SE +/- 0.01, N = 3 SE +/- 0.00, N = 3 SE +/- 0.00, N = 6 SE +/- 0.00, N = 3 SE +/- 0.00, N = 4 SE +/- 0.00, N = 3 SE +/- 0.00, N = 7 3.98 3.88 6.67 2.55 4.68 1.68 2.06 2.02 3.46 1.31 3.17 MIN: 3.64 / MAX: 4.02 MIN: 3.57 / MAX: 3.92 MIN: 5.85 / MAX: 6.76 MIN: 2.28 / MAX: 2.57 MIN: 4.5 / MAX: 4.76 MIN: 1.67 MIN: 2.04 / MAX: 2.07 MIN: 2 / MAX: 2.04 MIN: 3.41 / MAX: 3.47 MIN: 1.3 / MAX: 1.32 MIN: 3.09 / MAX: 3.19
LuxCoreRender Scene: Rainbow Colors and Prism OpenBenchmarking.org M samples/sec, More Is Better LuxCoreRender 2.3 Scene: Rainbow Colors and Prism 2 x Xeon Gold 5220R 2 x Xeon Gold 6226R 2 x Xeon Platinum 8280 2 x Xeon Silver 4216 Threadripper PRO 3975WX Xeon Gold 5218 Xeon Gold 5220R Xeon Gold 6226R Xeon Platinum 8280 Xeon Silver 4216 Xeon W-3275M 2 4 6 8 10 SE +/- 0.30, N = 12 SE +/- 0.13, N = 15 SE +/- 0.40, N = 15 SE +/- 0.00, N = 3 SE +/- 0.04, N = 3 SE +/- 0.00, N = 3 SE +/- 0.02, N = 3 SE +/- 0.01, N = 3 SE +/- 0.04, N = 3 SE +/- 0.01, N = 3 SE +/- 0.03, N = 15 4.46 4.32 7.15 3.65 6.69 1.88 2.48 2.51 4.11 1.88 3.79 MIN: 1.23 / MAX: 4.91 MIN: 2.71 / MAX: 4.87 MIN: 2.92 / MAX: 8.11 MIN: 3.56 / MAX: 3.67 MIN: 6.52 / MAX: 6.76 MIN: 1.85 / MAX: 1.92 MIN: 2.4 / MAX: 2.53 MIN: 2.44 / MAX: 2.56 MIN: 3.96 / MAX: 4.16 MIN: 1.84 / MAX: 1.92 MIN: 3.45 / MAX: 3.89
Timed GDB GNU Debugger Compilation Time To Compile OpenBenchmarking.org Seconds, Fewer Is Better Timed GDB GNU Debugger Compilation 9.1 Time To Compile 2 x Xeon Gold 5220R 2 x Xeon Gold 6226R 2 x Xeon Platinum 8280 2 x Xeon Silver 4216 Threadripper PRO 3975WX Xeon Gold 5218 Xeon Gold 5220R Xeon Gold 6226R Xeon Platinum 8280 Xeon Silver 4216 Xeon W-3275M 40 80 120 160 200 SE +/- 0.09, N = 3 SE +/- 0.16, N = 3 SE +/- 0.17, N = 3 SE +/- 0.18, N = 3 SE +/- 0.09, N = 3 SE +/- 0.09, N = 3 SE +/- 0.11, N = 3 SE +/- 0.05, N = 3 SE +/- 0.17, N = 3 SE +/- 0.07, N = 3 SE +/- 0.08, N = 3 146.44 133.44 142.70 169.70 85.51 156.30 151.91 139.12 144.64 177.77 134.82
Timed MrBayes Analysis Primate Phylogeny Analysis OpenBenchmarking.org Seconds, Fewer Is Better Timed MrBayes Analysis 3.2.7 Primate Phylogeny Analysis 2 x Xeon Gold 5220R 2 x Xeon Gold 6226R 2 x Xeon Platinum 8280 2 x Xeon Silver 4216 Threadripper PRO 3975WX Xeon Gold 5218 Xeon Gold 5220R Xeon Gold 6226R Xeon Platinum 8280 Xeon Silver 4216 Xeon W-3275M 40 80 120 160 200 SE +/- 0.27, N = 3 SE +/- 0.25, N = 3 SE +/- 0.37, N = 3 SE +/- 0.67, N = 3 SE +/- 0.48, N = 3 SE +/- 0.44, N = 3 SE +/- 0.03, N = 3 SE +/- 0.09, N = 3 SE +/- 0.01, N = 3 SE +/- 0.15, N = 3 SE +/- 0.13, N = 3 134.93 124.26 129.99 194.50 74.54 147.73 134.48 123.70 128.85 193.47 143.35 -mavx512f -mavx512cd -mavx512vl -mavx512bw -mavx512dq -mmpx -mavx512f -mavx512cd -mavx512vl -mavx512bw -mavx512dq -mmpx -mavx512f -mavx512cd -mavx512vl -mavx512bw -mavx512dq -mmpx -mavx512f -mavx512cd -mavx512vl -mavx512bw -mavx512dq -mmpx -msse4a -msha -mavx512f -mavx512cd -mavx512vl -mavx512bw -mavx512dq -mmpx -mavx512f -mavx512cd -mavx512vl -mavx512bw -mavx512dq -mmpx -mavx512f -mavx512cd -mavx512vl -mavx512bw -mavx512dq -mmpx -mavx512f -mavx512cd -mavx512vl -mavx512bw -mavx512dq -mmpx -mavx512f -mavx512cd -mavx512vl -mavx512bw -mavx512dq -mmpx -mavx512f -mavx512cd -mavx512vl -mavx512bw -mavx512dq -mmpx -lreadline 1. (CC) gcc options: -mmmx -msse -msse2 -msse3 -mssse3 -msse4.1 -msse4.2 -maes -mavx -mfma -mavx2 -mrdrnd -mbmi -mbmi2 -madx -mabm -O3 -std=c99 -pedantic -lm
Blender Blend File: Fishy Cat - Compute: CPU-Only OpenBenchmarking.org Seconds, Fewer Is Better Blender 2.82 Blend File: Fishy Cat - Compute: CPU-Only 2 x Xeon Gold 5220R 2 x Xeon Gold 6226R 2 x Xeon Platinum 8280 2 x Xeon Silver 4216 Threadripper PRO 3975WX Xeon Gold 5218 Xeon Gold 5220R Xeon Gold 6226R Xeon Platinum 8280 Xeon Silver 4216 Xeon W-3275M 50 100 150 200 250 SE +/- 0.06, N = 3 SE +/- 0.20, N = 3 SE +/- 0.03, N = 3 SE +/- 0.19, N = 3 SE +/- 0.12, N = 3 SE +/- 0.05, N = 3 SE +/- 0.11, N = 3 SE +/- 0.05, N = 3 SE +/- 0.16, N = 3 SE +/- 0.07, N = 3 SE +/- 0.05, N = 3 98.24 96.41 66.39 125.35 70.84 229.28 175.95 173.95 110.67 229.71 118.09
OSPray Demo: San Miguel - Renderer: SciVis OpenBenchmarking.org FPS, More Is Better OSPray 1.8.5 Demo: San Miguel - Renderer: SciVis 2 x Xeon Gold 5220R 2 x Xeon Gold 6226R 2 x Xeon Platinum 8280 2 x Xeon Silver 4216 Xeon Gold 5218 Xeon Gold 5220R Xeon Gold 6226R Xeon Platinum 8280 Xeon Silver 4216 Xeon W-3275M 15 30 45 60 75 SE +/- 0.00, N = 12 SE +/- 0.60, N = 3 SE +/- 0.62, N = 15 SE +/- 0.07, N = 12 SE +/- 0.00, N = 12 SE +/- 0.00, N = 12 SE +/- 0.04, N = 12 SE +/- 0.00, N = 12 SE +/- 0.00, N = 12 SE +/- 0.00, N = 12 43.48 42.27 69.52 27.84 18.87 23.26 22.69 38.46 14.71 34.48 MIN: 28.57 / MAX: 45.45 MIN: 28.57 / MAX: 43.48 MIN: 37.04 / MAX: 71.43 MIN: 17.86 / MAX: 28.57 MIN: 18.52 / MAX: 19.23 MIN: 21.74 / MAX: 23.81 MIN: 21.74 / MAX: 22.73 MIN: 37.04 MIN: 14.29 / MAX: 14.93 MIN: 30.3 / MAX: 35.71
MKL-DNN DNNL Harness: Convolution Batch conv_googlenet_v3 - Data Type: bf16bf16bf16 OpenBenchmarking.org ms, Fewer Is Better MKL-DNN DNNL 1.1 Harness: Convolution Batch conv_googlenet_v3 - Data Type: bf16bf16bf16 2 x Xeon Gold 5220R 2 x Xeon Gold 6226R 2 x Xeon Platinum 8280 2 x Xeon Silver 4216 Xeon Gold 5218 Xeon Gold 5220R Xeon Gold 6226R Xeon Platinum 8280 Xeon Silver 4216 Xeon W-3275M 100 200 300 400 500 SE +/- 0.02, N = 3 SE +/- 0.02, N = 3 SE +/- 0.00, N = 3 SE +/- 0.04, N = 3 SE +/- 0.02, N = 3 SE +/- 0.42, N = 3 SE +/- 0.10, N = 3 SE +/- 0.03, N = 3 SE +/- 0.08, N = 3 SE +/- 0.20, N = 3 187.17 137.73 86.54 246.45 484.59 369.29 269.99 166.98 484.90 188.61 MIN: 186.33 MIN: 136.67 MIN: 85.56 MIN: 245.49 MIN: 484.13 MIN: 365.68 MIN: 268.99 MIN: 166.21 MIN: 484.15 MIN: 178.56 1. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl
MKL-DNN DNNL Harness: Convolution Batch conv_googlenet_v3 - Data Type: u8s8f32 OpenBenchmarking.org ms, Fewer Is Better MKL-DNN DNNL 1.1 Harness: Convolution Batch conv_googlenet_v3 - Data Type: u8s8f32 2 x Xeon Gold 5220R 2 x Xeon Gold 6226R 2 x Xeon Platinum 8280 2 x Xeon Silver 4216 Threadripper PRO 3975WX Xeon Gold 5218 Xeon Gold 5220R Xeon Gold 6226R Xeon Platinum 8280 Xeon Silver 4216 Xeon W-3275M 200 400 600 800 1000 SE +/- 0.00643, N = 3 SE +/- 0.01218, N = 3 SE +/- 0.03597, N = 3 SE +/- 0.01146, N = 3 SE +/- 2.35504, N = 3 SE +/- 0.01482, N = 3 SE +/- 0.02138, N = 3 SE +/- 0.01762, N = 3 SE +/- 0.01386, N = 3 SE +/- 0.02504, N = 3 SE +/- 0.01662, N = 3 15.75420 11.32820 7.46050 23.70280 1124.28000 34.60310 28.45320 17.97350 11.29000 45.05020 13.45040 MIN: 681.92 1. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl
MKL-DNN DNNL Harness: Convolution Batch conv_googlenet_v3 - Data Type: f32 OpenBenchmarking.org ms, Fewer Is Better MKL-DNN DNNL 1.1 Harness: Convolution Batch conv_googlenet_v3 - Data Type: f32 2 x Xeon Gold 5220R 2 x Xeon Gold 6226R 2 x Xeon Platinum 8280 2 x Xeon Silver 4216 Threadripper PRO 3975WX Xeon Gold 5218 Xeon Gold 5220R Xeon Gold 6226R Xeon Platinum 8280 Xeon Silver 4216 Xeon W-3275M 40 80 120 160 200 SE +/- 0.06, N = 3 SE +/- 0.01, N = 3 SE +/- 0.09, N = 3 SE +/- 0.04, N = 3 SE +/- 0.43, N = 3 SE +/- 0.03, N = 3 SE +/- 0.24, N = 3 SE +/- 0.07, N = 3 SE +/- 0.02, N = 3 SE +/- 0.06, N = 3 SE +/- 0.07, N = 3 54.82 36.37 23.18 87.54 84.22 131.09 108.16 69.14 42.08 171.43 49.87 MIN: 54.08 MIN: 34.65 MIN: 22 MIN: 86.64 MIN: 41.29 MIN: 130.56 MIN: 106.43 MIN: 68.48 MIN: 41.31 MIN: 170.75 MIN: 44.78 1. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl
Appleseed Scene: Material Tester OpenBenchmarking.org Seconds, Fewer Is Better Appleseed 2.0 Beta Scene: Material Tester 2 x Xeon Gold 5220R 2 x Xeon Gold 6226R 2 x Xeon Platinum 8280 2 x Xeon Silver 4216 Threadripper PRO 3975WX Xeon Gold 5218 Xeon Gold 5220R Xeon Gold 6226R Xeon Platinum 8280 Xeon Silver 4216 Xeon W-3275M 40 80 120 160 200 189.46 185.36 193.44 197.74 133.89 179.75 162.86 156.61 123.98 188.78 124.15
Timed Linux Kernel Compilation Time To Compile OpenBenchmarking.org Seconds, Fewer Is Better Timed Linux Kernel Compilation 5.4 Time To Compile 2 x Xeon Gold 5220R 2 x Xeon Gold 6226R 2 x Xeon Platinum 8280 2 x Xeon Silver 4216 Xeon Gold 5218 Xeon Gold 5220R Xeon Gold 6226R Xeon Platinum 8280 Xeon Silver 4216 Xeon W-3275M 16 32 48 64 80 SE +/- 0.34, N = 10 SE +/- 0.37, N = 8 SE +/- 0.25, N = 14 SE +/- 0.41, N = 10 SE +/- 0.88, N = 4 SE +/- 0.87, N = 4 SE +/- 0.88, N = 3 SE +/- 0.42, N = 8 SE +/- 0.99, N = 4 SE +/- 0.35, N = 9 36.70 36.60 27.31 45.32 67.16 59.01 57.77 40.90 71.77 36.37
DeepSpeech Acceleration: CPU OpenBenchmarking.org Seconds, Fewer Is Better DeepSpeech 0.6 Acceleration: CPU 2 x Xeon Gold 5220R 2 x Xeon Gold 6226R 2 x Xeon Platinum 8280 2 x Xeon Silver 4216 Threadripper PRO 3975WX Xeon Gold 5218 Xeon Gold 5220R Xeon Gold 6226R Xeon Platinum 8280 Xeon Silver 4216 Xeon W-3275M 30 60 90 120 150 SE +/- 0.47, N = 3 SE +/- 0.89, N = 3 SE +/- 1.16, N = 3 SE +/- 0.71, N = 3 SE +/- 0.37, N = 3 SE +/- 0.75, N = 3 SE +/- 1.11, N = 3 SE +/- 1.84, N = 3 SE +/- 1.60, N = 3 SE +/- 1.22, N = 3 SE +/- 0.15, N = 3 125.12 123.39 122.22 133.01 62.95 128.41 126.08 119.79 118.09 136.00 123.85
OSPray Demo: NASA Streamlines - Renderer: Path Tracer OpenBenchmarking.org FPS, More Is Better OSPray 1.8.5 Demo: NASA Streamlines - Renderer: Path Tracer 2 x Xeon Gold 5220R 2 x Xeon Gold 6226R 2 x Xeon Platinum 8280 2 x Xeon Silver 4216 Threadripper PRO 3975WX Xeon Gold 5218 Xeon Gold 5220R Xeon Gold 6226R Xeon Platinum 8280 Xeon Silver 4216 Xeon W-3275M 4 8 12 16 20 SE +/- 0.00, N = 12 SE +/- 0.04, N = 3 SE +/- 0.00, N = 12 SE +/- 0.00, N = 12 SE +/- 0.00, N = 3 SE +/- 0.01, N = 3 SE +/- 0.00, N = 12 SE +/- 0.01, N = 4 SE +/- 0.03, N = 3 SE +/- 0.00, N = 15 SE +/- 0.01, N = 12 10.42 10.56 18.18 6.62 13.51 4.37 5.38 5.52 9.49 3.41 8.69 MIN: 8.47 / MAX: 10.53 MIN: 8.77 / MAX: 10.75 MIN: 12.2 / MAX: 18.52 MIN: 5.52 / MAX: 6.76 MIN: 12.66 / MAX: 13.89 MIN: 4.29 / MAX: 4.44 MIN: 5.29 / MAX: 5.46 MIN: 5.43 / MAX: 5.62 MIN: 9.26 / MAX: 9.62 MIN: 3.33 / MAX: 3.45 MIN: 8.33 / MAX: 9.01
PyPerformance Benchmark: python_startup OpenBenchmarking.org Milliseconds, Fewer Is Better PyPerformance 1.0.0 Benchmark: python_startup 2 x Xeon Gold 5220R 2 x Xeon Gold 6226R 2 x Xeon Platinum 8280 2 x Xeon Silver 4216 Threadripper PRO 3975WX Xeon Gold 5218 Xeon Gold 5220R Xeon Gold 6226R Xeon Platinum 8280 Xeon Silver 4216 Xeon W-3275M 4 8 12 16 20 SE +/- 0.00, N = 3 SE +/- 0.03, N = 3 SE +/- 0.03, N = 3 SE +/- 0.03, N = 3 SE +/- 0.03, N = 3 SE +/- 0.06, N = 3 SE +/- 0.00, N = 3 SE +/- 0.09, N = 3 SE +/- 0.07, N = 3 SE +/- 0.03, N = 3 SE +/- 0.09, N = 3 11.20 10.90 11.20 15.40 7.78 11.10 11.30 11.00 11.20 15.40 17.70
Blender Blend File: BMW27 - Compute: CPU-Only OpenBenchmarking.org Seconds, Fewer Is Better Blender 2.82 Blend File: BMW27 - Compute: CPU-Only 2 x Xeon Gold 5220R 2 x Xeon Gold 6226R 2 x Xeon Platinum 8280 2 x Xeon Silver 4216 Threadripper PRO 3975WX Xeon Gold 5218 Xeon Gold 5220R Xeon Gold 6226R Xeon Platinum 8280 Xeon Silver 4216 Xeon W-3275M 30 60 90 120 150 SE +/- 0.13, N = 3 SE +/- 0.04, N = 3 SE +/- 0.09, N = 3 SE +/- 0.15, N = 3 SE +/- 0.05, N = 3 SE +/- 0.28, N = 3 SE +/- 0.23, N = 3 SE +/- 0.17, N = 3 SE +/- 0.09, N = 3 SE +/- 0.29, N = 3 SE +/- 0.12, N = 3 60.67 59.45 38.79 78.72 47.47 149.39 113.30 111.82 69.80 149.02 74.96
Build2 Time To Compile OpenBenchmarking.org Seconds, Fewer Is Better Build2 0.12 Time To Compile 2 x Xeon Gold 5220R 2 x Xeon Gold 6226R 2 x Xeon Platinum 8280 2 x Xeon Silver 4216 Xeon Gold 5218 Xeon Gold 5220R Xeon Gold 6226R Xeon Platinum 8280 Xeon Silver 4216 Xeon W-3275M 20 40 60 80 100 SE +/- 0.13, N = 3 SE +/- 0.09, N = 3 SE +/- 0.09, N = 3 SE +/- 0.11, N = 3 SE +/- 0.08, N = 3 SE +/- 0.15, N = 3 SE +/- 0.05, N = 3 SE +/- 0.13, N = 3 SE +/- 0.15, N = 3 SE +/- 0.14, N = 3 72.15 70.61 62.78 86.33 101.72 91.64 88.98 74.12 109.70 66.42
John The Ripper Test: MD5 OpenBenchmarking.org Real C/S, More Is Better John The Ripper 1.9.0-jumbo-1 Test: MD5 2 x Xeon Gold 5220R 2 x Xeon Gold 6226R 2 x Xeon Platinum 8280 2 x Xeon Silver 4216 Threadripper PRO 3975WX Xeon Gold 5218 Xeon Gold 5220R Xeon Gold 6226R Xeon Platinum 8280 Xeon Silver 4216 Xeon W-3275M 2M 4M 6M 8M 10M SE +/- 9643.65, N = 3 SE +/- 17032.65, N = 3 SE +/- 67263.16, N = 3 SE +/- 4509.25, N = 3 SE +/- 30067.57, N = 15 SE +/- 8171.77, N = 3 SE +/- 6806.86, N = 3 SE +/- 11015.14, N = 3 SE +/- 14468.36, N = 3 SE +/- 1452.97, N = 3 SE +/- 14294.52, N = 3 4821000 4977667 7880000 3764000 2326200 1912667 2506000 2583000 4090000 1893333 3654000 1. (CC) gcc options: -m64 -lssl -lcrypto -fopenmp -lgmp -pthread -lm -lz -ldl -lcrypt -lbz2
Appleseed Scene: Disney Material OpenBenchmarking.org Seconds, Fewer Is Better Appleseed 2.0 Beta Scene: Disney Material 2 x Xeon Gold 5220R 2 x Xeon Gold 6226R 2 x Xeon Platinum 8280 2 x Xeon Silver 4216 Threadripper PRO 3975WX Xeon Gold 5218 Xeon Gold 5220R Xeon Gold 6226R Xeon Platinum 8280 Xeon Silver 4216 Xeon W-3275M 40 80 120 160 200 88.86 84.84 68.62 107.50 68.44 182.56 158.77 155.23 103.83 194.40 106.64
Radiance Benchmark Test: SMP Parallel OpenBenchmarking.org Seconds, Fewer Is Better Radiance Benchmark 5.0 Test: SMP Parallel 2 x Xeon Gold 5220R 2 x Xeon Gold 6226R 2 x Xeon Platinum 8280 2 x Xeon Silver 4216 Threadripper PRO 3975WX Xeon Gold 5218 Xeon Gold 5220R Xeon Gold 6226R Xeon Platinum 8280 Xeon Silver 4216 Xeon W-3275M 70 140 210 280 350 230.56 233.04 226.08 281.25 170.56 241.90 242.52 242.00 235.00 299.74 219.84
NAMD ATPase Simulation - 327,506 Atoms OpenBenchmarking.org days/ns, Fewer Is Better NAMD 2.13 ATPase Simulation - 327,506 Atoms 2 x Xeon Gold 5220R 2 x Xeon Gold 6226R 2 x Xeon Platinum 8280 2 x Xeon Silver 4216 Threadripper PRO 3975WX Xeon Gold 5218 Xeon Gold 5220R Xeon Gold 6226R Xeon Platinum 8280 Xeon Silver 4216 Xeon W-3275M 0.3414 0.6828 1.0242 1.3656 1.707 SE +/- 0.00612, N = 3 SE +/- 0.00104, N = 3 SE +/- 0.00133, N = 3 SE +/- 0.00193, N = 3 SE +/- 0.01001, N = 15 SE +/- 0.00100, N = 3 SE +/- 0.00122, N = 3 SE +/- 0.00117, N = 3 SE +/- 0.00060, N = 3 SE +/- 0.00193, N = 3 SE +/- 0.00775, N = 15 0.60333 0.58237 0.36226 0.76982 0.59390 1.51168 1.15745 1.13586 0.70709 1.51721 0.81434
Mlpack Benchmark Benchmark: scikit_ica OpenBenchmarking.org Seconds, Fewer Is Better Mlpack Benchmark Benchmark: scikit_ica 2 x Xeon Gold 5220R 2 x Xeon Gold 6226R 2 x Xeon Platinum 8280 2 x Xeon Silver 4216 Threadripper PRO 3975WX Xeon Gold 5218 Xeon Gold 5220R Xeon Gold 6226R Xeon Platinum 8280 Xeon Silver 4216 Xeon W-3275M 20 40 60 80 100 SE +/- 1.07, N = 4 SE +/- 0.30, N = 3 SE +/- 0.59, N = 3 SE +/- 1.29, N = 3 SE +/- 0.13, N = 3 SE +/- 0.44, N = 3 SE +/- 0.25, N = 3 SE +/- 0.45, N = 3 SE +/- 0.21, N = 3 SE +/- 0.80, N = 3 SE +/- 0.11, N = 3 77.41 74.63 63.35 94.45 50.18 68.78 68.19 61.82 67.36 81.36 54.91
Stockfish Total Time OpenBenchmarking.org Nodes Per Second, More Is Better Stockfish 9 Total Time 2 x Xeon Gold 5220R 2 x Xeon Gold 6226R 2 x Xeon Platinum 8280 2 x Xeon Silver 4216 Threadripper PRO 3975WX Xeon Gold 5218 Xeon Gold 5220R Xeon Gold 6226R Xeon Platinum 8280 Xeon Silver 4216 Xeon W-3275M 30M 60M 90M 120M 150M SE +/- 316618.77, N = 3 SE +/- 956232.23, N = 3 SE +/- 902995.35, N = 3 SE +/- 553774.93, N = 3 SE +/- 587318.83, N = 3 SE +/- 188043.56, N = 3 SE +/- 184471.68, N = 3 SE +/- 324752.06, N = 3 SE +/- 829358.84, N = 3 SE +/- 406404.40, N = 3 SE +/- 709349.35, N = 3 74235829 75203729 119715795 60569696 96364625 32424332 38167326 39776292 62891312 31174576 61170651 1. (CXX) g++ options: -m64 -lpthread -fno-exceptions -std=c++11 -pedantic -O3 -msse -msse3 -mpopcnt -flto
NAS Parallel Benchmarks Test / Class: EP.D OpenBenchmarking.org Total Mop/s, More Is Better NAS Parallel Benchmarks 3.4 Test / Class: EP.D 2 x Xeon Gold 5220R 2 x Xeon Gold 6226R 2 x Xeon Platinum 8280 2 x Xeon Silver 4216 Threadripper PRO 3975WX Xeon Gold 5218 Xeon Gold 5220R Xeon Gold 6226R Xeon Platinum 8280 Xeon Silver 4216 Xeon W-3275M 1300 2600 3900 5200 6500 SE +/- 54.90, N = 4 SE +/- 124.07, N = 12 SE +/- 148.86, N = 12 SE +/- 2.84, N = 3 SE +/- 12.75, N = 3 SE +/- 4.92, N = 3 SE +/- 6.98, N = 3 SE +/- 8.86, N = 3 SE +/- 46.76, N = 4 SE +/- 6.21, N = 3 SE +/- 4.09, N = 3 3780.59 3969.60 6284.65 3144.70 3034.12 1635.78 1966.61 2094.53 3283.38 1571.49 3210.52 -lopen-rte -lopen-pal -lhwloc -ldl -levent -levent_pthreads -lutil -lm -lrt -lz 1. (F9X) gfortran options: -O3 -march=native -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi 2. 2 x Xeon Gold 5220R: Open MPI 4.0.3rc4 3. 2 x Xeon Gold 6226R: Open MPI 4.0.3rc4 4. 2 x Xeon Platinum 8280: Open MPI 4.0.3rc4 5. 2 x Xeon Silver 4216: Open MPI 4.0.3rc4 6. Threadripper PRO 3975WX: Open MPI 4.0.3 7. Xeon Gold 5218: Open MPI 4.0.3rc4 8. Xeon Gold 5220R: Open MPI 4.0.3rc4 9. Xeon Gold 6226R: Open MPI 4.0.3rc4 10. Xeon Platinum 8280: Open MPI 4.0.3rc4 11. Xeon Silver 4216: Open MPI 4.0.3rc4 12. Xeon W-3275M: Open MPI 3.1.3
Chaos Group V-RAY Mode: CPU OpenBenchmarking.org Ksamples, More Is Better Chaos Group V-RAY 4.10.07 Mode: CPU 2 x Xeon Gold 5220R 2 x Xeon Gold 6226R 2 x Xeon Platinum 8280 2 x Xeon Silver 4216 Threadripper PRO 3975WX Xeon Gold 5218 Xeon Gold 5220R Xeon Gold 6226R Xeon Platinum 8280 Xeon Silver 4216 Xeon W-3275M 14K 28K 42K 56K 70K SE +/- 178.87, N = 3 SE +/- 369.19, N = 3 SE +/- 474.70, N = 3 SE +/- 223.28, N = 3 SE +/- 397.64, N = 3 SE +/- 69.72, N = 3 SE +/- 50.25, N = 3 SE +/- 58.00, N = 3 SE +/- 306.00, N = 3 SE +/- 34.43, N = 3 SE +/- 401.71, N = 3 40270 34749 64331 27592 45515 16981 21886 22074 34710 17105 33014
MKL-DNN DNNL Harness: Convolution Batch conv_3d - Data Type: u8s8f32 OpenBenchmarking.org ms, Fewer Is Better MKL-DNN DNNL 1.1 Harness: Convolution Batch conv_3d - Data Type: u8s8f32 2 x Xeon Gold 5220R 2 x Xeon Gold 6226R 2 x Xeon Platinum 8280 2 x Xeon Silver 4216 Threadripper PRO 3975WX Xeon Gold 5218 Xeon Gold 5220R Xeon Gold 6226R Xeon Platinum 8280 Xeon Silver 4216 Xeon W-3275M 3K 6K 9K 12K 15K SE +/- 3.52, N = 3 SE +/- 10.40, N = 3 SE +/- 7.97, N = 3 SE +/- 109.20, N = 3 SE +/- 36.80, N = 3 SE +/- 2.59, N = 3 SE +/- 11.33, N = 3 SE +/- 9.11, N = 3 SE +/- 11.11, N = 3 SE +/- 13.03, N = 3 SE +/- 41.02, N = 3 4896.41 4821.24 3005.48 6329.94 4299.20 11821.30 9696.92 9374.60 5919.94 12300.30 6183.11 MIN: 4854.07 MIN: 4760.44 MIN: 2934.55 MIN: 6190.58 MIN: 4031.19 MIN: 11811.3 MIN: 9656.48 MIN: 9350.22 MIN: 5895.99 MIN: 12254 MIN: 5934.01 1. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl
LuxCoreRender Scene: DLSC OpenBenchmarking.org M samples/sec, More Is Better LuxCoreRender 2.3 Scene: DLSC 2 x Xeon Gold 5220R 2 x Xeon Gold 6226R 2 x Xeon Platinum 8280 2 x Xeon Silver 4216 Threadripper PRO 3975WX Xeon Gold 5218 Xeon Gold 5220R Xeon Gold 6226R Xeon Platinum 8280 Xeon Silver 4216 Xeon W-3275M 2 4 6 8 10 SE +/- 0.0120, N = 3 SE +/- 0.0036, N = 3 SE +/- 0.0948, N = 3 SE +/- 0.0265, N = 3 SE +/- 0.0067, N = 3 SE +/- 0.0034, N = 3 SE +/- 0.0243, N = 3 SE +/- 0.0145, N = 3 SE +/- 0.0032, N = 3 SE +/- 0.0165, N = 3 SE +/- 0.0035, N = 3 4.4400 4.5183 7.1900 3.4300 5.9700 1.7400 2.3200 2.3500 3.7900 1.7700 3.5300 MIN: 4.34 / MAX: 4.63 MIN: 4.4 / MAX: 4.76 MIN: 6.83 / MAX: 7.6 MIN: 3.33 / MAX: 3.63 MIN: 5.78 / MAX: 6.26 MIN: 1.67 / MAX: 1.79 MIN: 2.2 / MAX: 2.43 MIN: 2.24 / MAX: 2.46 MIN: 3.65 / MAX: 3.94 MIN: 1.68 / MAX: 1.85 MIN: 3.46 / MAX: 3.66
Basis Universal Settings: ETC1S OpenBenchmarking.org Seconds, Fewer Is Better Basis Universal 1.12 Settings: ETC1S 2 x Xeon Gold 5220R 2 x Xeon Gold 6226R 2 x Xeon Platinum 8280 2 x Xeon Silver 4216 Threadripper PRO 3975WX Xeon Gold 5218 Xeon Gold 5220R Xeon Gold 6226R Xeon Platinum 8280 Xeon Silver 4216 Xeon W-3275M 15 30 45 60 75 SE +/- 0.21, N = 3 SE +/- 0.18, N = 3 SE +/- 0.11, N = 3 SE +/- 0.14, N = 3 SE +/- 0.01, N = 3 SE +/- 0.31, N = 3 SE +/- 0.23, N = 3 SE +/- 0.05, N = 3 SE +/- 0.12, N = 3 SE +/- 0.08, N = 3 SE +/- 0.48, N = 3 54.55 54.95 52.69 65.64 41.10 58.47 56.02 54.79 51.45 67.46 47.65 1. (CXX) g++ options: -std=c++11 -fvisibility=hidden -fPIC -fno-strict-aliasing -O3 -rdynamic -lm -lpthread
Renaissance Test: Apache Spark Bayes OpenBenchmarking.org ms, Fewer Is Better Renaissance 0.10.0 Test: Apache Spark Bayes 2 x Xeon Gold 5220R 2 x Xeon Gold 6226R 2 x Xeon Platinum 8280 2 x Xeon Silver 4216 Threadripper PRO 3975WX Xeon Gold 5218 Xeon Gold 5220R Xeon Gold 6226R Xeon Platinum 8280 Xeon Silver 4216 Xeon W-3275M 900 1800 2700 3600 4500 SE +/- 42.87, N = 25 SE +/- 38.94, N = 25 SE +/- 36.17, N = 25 SE +/- 65.14, N = 25 SE +/- 19.14, N = 25 SE +/- 26.06, N = 25 SE +/- 38.41, N = 5 SE +/- 28.09, N = 25 SE +/- 19.41, N = 5 SE +/- 37.40, N = 25 SE +/- 30.38, N = 7 3662.77 3405.41 3228.63 4199.41 2116.30 3477.33 3150.10 2856.85 2674.18 3588.69 2743.62
Renaissance Test: Apache Spark PageRank OpenBenchmarking.org ms, Fewer Is Better Renaissance 0.10.0 Test: Apache Spark PageRank 2 x Xeon Gold 5220R 2 x Xeon Gold 6226R 2 x Xeon Platinum 8280 2 x Xeon Silver 4216 Threadripper PRO 3975WX Xeon Gold 5218 Xeon Gold 5220R Xeon Gold 6226R Xeon Platinum 8280 Xeon Silver 4216 Xeon W-3275M 6K 12K 18K 24K 30K SE +/- 255.27, N = 5 SE +/- 165.91, N = 5 SE +/- 286.23, N = 6 SE +/- 374.59, N = 5 SE +/- 129.03, N = 5 SE +/- 172.76, N = 5 SE +/- 217.63, N = 5 SE +/- 29.95, N = 5 SE +/- 169.44, N = 5 SE +/- 195.96, N = 5 SE +/- 165.27, N = 5 24540.72 24522.22 23588.40 28045.92 16952.73 23703.03 21704.49 21743.02 20621.23 25271.43 21015.54
MKL-DNN DNNL Harness: IP Batch All - Data Type: u8s8f32 OpenBenchmarking.org ms, Fewer Is Better MKL-DNN DNNL 1.1 Harness: IP Batch All - Data Type: u8s8f32 2 x Xeon Gold 5220R 2 x Xeon Gold 6226R 2 x Xeon Platinum 8280 2 x Xeon Silver 4216 Threadripper PRO 3975WX Xeon Gold 5218 Xeon Gold 5220R Xeon Gold 6226R Xeon Platinum 8280 Xeon Silver 4216 Xeon W-3275M 30 60 90 120 150 SE +/- 0.03777, N = 3 SE +/- 0.03959, N = 3 SE +/- 0.04146, N = 4 SE +/- 0.04012, N = 3 SE +/- 1.00995, N = 3 SE +/- 0.00870, N = 3 SE +/- 0.02448, N = 3 SE +/- 0.01160, N = 3 SE +/- 0.00398, N = 3 SE +/- 0.03131, N = 3 SE +/- 0.03226, N = 3 4.08605 4.11779 3.11002 4.82603 157.22300 4.83875 4.61054 4.53821 3.23121 5.59275 3.59218 MIN: 122.37 1. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl
MKL-DNN DNNL Harness: IP Batch All - Data Type: f32 OpenBenchmarking.org ms, Fewer Is Better MKL-DNN DNNL 1.1 Harness: IP Batch All - Data Type: f32 2 x Xeon Gold 5220R 2 x Xeon Gold 6226R 2 x Xeon Platinum 8280 2 x Xeon Silver 4216 Threadripper PRO 3975WX Xeon Gold 5218 Xeon Gold 5220R Xeon Gold 6226R Xeon Platinum 8280 Xeon Silver 4216 Xeon W-3275M 3 6 9 12 15 SE +/- 0.02232, N = 3 SE +/- 0.06373, N = 3 SE +/- 0.01419, N = 3 SE +/- 0.05182, N = 3 SE +/- 0.01477, N = 3 SE +/- 0.02892, N = 3 SE +/- 0.00905, N = 3 SE +/- 0.01593, N = 3 SE +/- 0.00854, N = 3 SE +/- 0.01401, N = 3 SE +/- 0.10112, N = 3 10.63480 10.52390 9.52466 11.42150 9.42693 9.30959 8.90795 8.84233 6.79509 10.19300 7.54439 MIN: 10.26 MIN: 10.17 MIN: 9.28 MIN: 11.02 MIN: 6.55 MIN: 9.16 MIN: 8.69 MIN: 8.73 MIN: 6.68 MIN: 9.79 MIN: 6.71 1. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl
Himeno Benchmark Poisson Pressure Solver OpenBenchmarking.org MFLOPS, More Is Better Himeno Benchmark 3.0 Poisson Pressure Solver 2 x Xeon Gold 5220R 2 x Xeon Gold 6226R 2 x Xeon Platinum 8280 2 x Xeon Silver 4216 Threadripper PRO 3975WX Xeon Gold 5218 Xeon Gold 5220R Xeon Gold 6226R Xeon Platinum 8280 Xeon Silver 4216 Xeon W-3275M 1100 2200 3300 4400 5500 SE +/- 5.10, N = 3 SE +/- 0.77, N = 3 SE +/- 5.39, N = 3 SE +/- 1.18, N = 3 SE +/- 59.89, N = 3 SE +/- 1.15, N = 3 SE +/- 1.90, N = 3 SE +/- 1.26, N = 3 SE +/- 4.11, N = 3 SE +/- 1.23, N = 3 SE +/- 3.72, N = 3 3404.69 3410.38 3514.60 2817.67 4916.36 3405.04 3398.40 3401.16 3510.21 2823.60 3866.09 1. (CC) gcc options: -O3 -mavx2
NAS Parallel Benchmarks Test / Class: BT.C OpenBenchmarking.org Total Mop/s, More Is Better NAS Parallel Benchmarks 3.4 Test / Class: BT.C 2 x Xeon Gold 5220R 2 x Xeon Gold 6226R 2 x Xeon Platinum 8280 2 x Xeon Silver 4216 Xeon Gold 5218 Xeon Gold 5220R Xeon Gold 6226R Xeon Platinum 8280 Xeon Silver 4216 Xeon W-3275M 30K 60K 90K 120K 150K SE +/- 42.06, N = 3 SE +/- 86.40, N = 3 SE +/- 78.84, N = 3 SE +/- 124.40, N = 3 SE +/- 54.74, N = 3 SE +/- 44.99, N = 3 SE +/- 27.55, N = 3 SE +/- 52.95, N = 3 SE +/- 4.15, N = 3 SE +/- 127.07, N = 3 100761.29 77470.67 136046.53 65509.98 48617.05 50787.79 56576.12 71842.34 46389.79 69347.58 1. (F9X) gfortran options: -O3 -march=native -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi 2. 2 x Xeon Gold 5220R: Open MPI 4.0.3rc4 3. 2 x Xeon Gold 6226R: Open MPI 4.0.3rc4 4. 2 x Xeon Platinum 8280: Open MPI 4.0.3rc4 5. 2 x Xeon Silver 4216: Open MPI 4.0.3rc4 6. Xeon Gold 5218: Open MPI 4.0.3rc4 7. Xeon Gold 5220R: Open MPI 4.0.3rc4 8. Xeon Gold 6226R: Open MPI 4.0.3rc4 9. Xeon Platinum 8280: Open MPI 4.0.3rc4 10. Xeon Silver 4216: Open MPI 4.0.3rc4 11. Xeon W-3275M: Open MPI 3.1.3
Embree Binary: Pathtracer - Model: Asian Dragon Obj OpenBenchmarking.org Frames Per Second, More Is Better Embree 3.6.1 Binary: Pathtracer - Model: Asian Dragon Obj 2 x Xeon Gold 5220R 2 x Xeon Gold 6226R 2 x Xeon Platinum 8280 2 x Xeon Silver 4216 Threadripper PRO 3975WX Xeon Gold 5218 Xeon Gold 5220R Xeon Gold 6226R Xeon Platinum 8280 Xeon Silver 4216 Xeon W-3275M 12 24 36 48 60 SE +/- 0.05, N = 3 SE +/- 0.01, N = 3 SE +/- 0.11, N = 3 SE +/- 0.05, N = 3 SE +/- 0.02, N = 3 SE +/- 0.02, N = 3 SE +/- 0.03, N = 3 SE +/- 0.03, N = 3 SE +/- 0.06, N = 3 SE +/- 0.01, N = 3 SE +/- 0.01, N = 3 32.33 31.31 51.79 25.50 37.34 13.85 17.80 17.42 29.21 13.88 27.20 MIN: 31.97 / MAX: 32.83 MIN: 31.07 / MAX: 31.76 MIN: 50.62 / MAX: 53.17 MIN: 25.3 / MAX: 25.83 MIN: 34.29 / MAX: 39.59 MIN: 13.79 / MAX: 13.97 MIN: 17.67 / MAX: 17.93 MIN: 17.34 / MAX: 17.59 MIN: 28.89 / MAX: 29.61 MIN: 13.82 / MAX: 13.97 MIN: 26.82 / MAX: 27.54
MKL-DNN DNNL Harness: Convolution Batch conv_3d - Data Type: bf16bf16bf16 OpenBenchmarking.org ms, Fewer Is Better MKL-DNN DNNL 1.1 Harness: Convolution Batch conv_3d - Data Type: bf16bf16bf16 2 x Xeon Gold 5220R 2 x Xeon Gold 6226R 2 x Xeon Platinum 8280 2 x Xeon Silver 4216 Xeon Gold 5218 Xeon Gold 5220R Xeon Gold 6226R Xeon Platinum 8280 Xeon Silver 4216 Xeon W-3275M 9 18 27 36 45 SE +/- 0.00301, N = 3 SE +/- 0.00770, N = 3 SE +/- 0.00328, N = 3 SE +/- 0.00466, N = 3 SE +/- 0.00339, N = 3 SE +/- 0.01559, N = 3 SE +/- 0.00584, N = 3 SE +/- 0.00390, N = 3 SE +/- 0.00904, N = 3 SE +/- 0.24390, N = 4 15.21770 11.60760 7.92912 20.51630 39.99850 29.91730 22.42430 14.07800 40.01920 16.59060 MIN: 15.05 MIN: 11.46 MIN: 7.75 MIN: 20.35 MIN: 39.89 MIN: 29.42 MIN: 22.32 MIN: 13.95 MIN: 39.9 MIN: 14.98 1. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl
Embree Binary: Pathtracer ISPC - Model: Asian Dragon Obj OpenBenchmarking.org Frames Per Second, More Is Better Embree 3.6.1 Binary: Pathtracer ISPC - Model: Asian Dragon Obj 2 x Xeon Gold 5220R 2 x Xeon Gold 6226R 2 x Xeon Platinum 8280 2 x Xeon Silver 4216 Threadripper PRO 3975WX Xeon Gold 5218 Xeon Gold 5220R Xeon Gold 6226R Xeon Platinum 8280 Xeon Silver 4216 Xeon W-3275M 13 26 39 52 65 SE +/- 0.04, N = 3 SE +/- 0.02, N = 3 SE +/- 0.05, N = 3 SE +/- 0.01, N = 3 SE +/- 0.03, N = 3 SE +/- 0.01, N = 3 SE +/- 0.01, N = 3 SE +/- 0.01, N = 3 SE +/- 0.02, N = 3 SE +/- 0.01, N = 3 SE +/- 0.02, N = 3 37.15 34.80 58.69 25.07 35.67 16.77 20.34 19.32 33.05 13.49 30.35 MIN: 36.74 / MAX: 37.69 MIN: 34.51 / MAX: 35.32 MIN: 56.97 / MAX: 60.91 MIN: 24.86 / MAX: 25.34 MIN: 31.79 / MAX: 37.88 MIN: 16.69 / MAX: 16.88 MIN: 20.23 / MAX: 20.53 MIN: 19.25 / MAX: 19.46 MIN: 32.72 / MAX: 33.4 MIN: 13.43 / MAX: 13.59 MIN: 29.95 / MAX: 30.77
PyPerformance Benchmark: django_template OpenBenchmarking.org Milliseconds, Fewer Is Better PyPerformance 1.0.0 Benchmark: django_template 2 x Xeon Gold 5220R 2 x Xeon Gold 6226R 2 x Xeon Platinum 8280 2 x Xeon Silver 4216 Threadripper PRO 3975WX Xeon Gold 5218 Xeon Gold 5220R Xeon Gold 6226R Xeon Platinum 8280 Xeon Silver 4216 Xeon W-3275M 13 26 39 52 65 SE +/- 0.03, N = 3 SE +/- 0.03, N = 3 SE +/- 0.07, N = 3 SE +/- 0.06, N = 3 SE +/- 0.09, N = 3 SE +/- 0.00, N = 3 SE +/- 0.06, N = 3 SE +/- 0.03, N = 3 SE +/- 0.06, N = 3 SE +/- 0.00, N = 3 SE +/- 0.67, N = 3 47.3 47.1 45.9 57.5 42.1 47.2 47.1 47.3 46.2 57.5 49.9
Basis Universal Settings: UASTC Level 3 OpenBenchmarking.org Seconds, Fewer Is Better Basis Universal 1.12 Settings: UASTC Level 3 2 x Xeon Gold 5220R 2 x Xeon Gold 6226R 2 x Xeon Platinum 8280 2 x Xeon Silver 4216 Threadripper PRO 3975WX Xeon Gold 5218 Xeon Gold 5220R Xeon Gold 6226R Xeon Platinum 8280 Xeon Silver 4216 Xeon W-3275M 13 26 39 52 65 SE +/- 0.02, N = 3 SE +/- 0.05, N = 3 SE +/- 0.02, N = 3 SE +/- 0.01, N = 3 SE +/- 0.06, N = 3 SE +/- 0.03, N = 3 SE +/- 0.01, N = 3 SE +/- 0.02, N = 3 SE +/- 0.01, N = 3 SE +/- 0.01, N = 3 SE +/- 0.01, N = 3 27.98 27.23 19.89 34.63 19.62 55.21 46.71 44.94 30.69 58.25 30.63 1. (CXX) g++ options: -std=c++11 -fvisibility=hidden -fPIC -fno-strict-aliasing -O3 -rdynamic -lm -lpthread
PyPerformance Benchmark: regex_compile OpenBenchmarking.org Milliseconds, Fewer Is Better PyPerformance 1.0.0 Benchmark: regex_compile 2 x Xeon Gold 5220R 2 x Xeon Gold 6226R 2 x Xeon Platinum 8280 2 x Xeon Silver 4216 Threadripper PRO 3975WX Xeon Gold 5218 Xeon Gold 5220R Xeon Gold 6226R Xeon Platinum 8280 Xeon Silver 4216 Xeon W-3275M 40 80 120 160 200 SE +/- 1.20, N = 3 167 167 164 204 150 167 168 168 164 204 157
OSPray Demo: NASA Streamlines - Renderer: SciVis OpenBenchmarking.org FPS, More Is Better OSPray 1.8.5 Demo: NASA Streamlines - Renderer: SciVis 2 x Xeon Gold 5220R 2 x Xeon Gold 6226R 2 x Xeon Platinum 8280 2 x Xeon Silver 4216 Threadripper PRO 3975WX Xeon Gold 5218 Xeon Gold 5220R Xeon Gold 6226R Xeon Platinum 8280 Xeon Silver 4216 Xeon W-3275M 20 40 60 80 100 SE +/- 0.00, N = 15 SE +/- 0.00, N = 15 SE +/- 0.00, N = 13 SE +/- 0.00, N = 12 SE +/- 0.00, N = 3 SE +/- 0.00, N = 12 SE +/- 0.00, N = 12 SE +/- 0.00, N = 12 SE +/- 0.00, N = 12 SE +/- 0.00, N = 3 55.56 55.56 90.91 34.48 66.67 23.26 28.57 29.41 50.00 18.18 45.45 MIN: 24.39 MIN: 19.23 MIN: 29.41 MIN: 18.87 / MAX: 35.71 MIN: 52.63 / MAX: 71.43 MIN: 22.73 / MAX: 23.81 MIN: 26.32 / MAX: 29.41 MIN: 26.32 MIN: 43.48 MIN: 17.86 / MAX: 18.52 MIN: 43.48 / MAX: 47.62
John The Ripper Test: Blowfish OpenBenchmarking.org Real C/S, More Is Better John The Ripper 1.9.0-jumbo-1 Test: Blowfish 2 x Xeon Gold 5220R 2 x Xeon Gold 6226R 2 x Xeon Platinum 8280 2 x Xeon Silver 4216 Threadripper PRO 3975WX Xeon Gold 5218 Xeon Gold 5220R Xeon Gold 6226R Xeon Platinum 8280 Xeon Silver 4216 Xeon W-3275M 20K 40K 60K 80K 100K SE +/- 12.50, N = 3 SE +/- 111.31, N = 3 SE +/- 700.53, N = 3 SE +/- 91.33, N = 3 SE +/- 98.23, N = 3 SE +/- 6.03, N = 3 SE +/- 77.98, N = 3 SE +/- 60.93, N = 3 SE +/- 99.39, N = 3 SE +/- 24.29, N = 3 SE +/- 149.28, N = 3 51324 53485 84084 41021 42433 21403 25547 27126 42864 20424 40326 1. (CC) gcc options: -m64 -lssl -lcrypto -fopenmp -lgmp -pthread -lm -lz -ldl -lcrypt -lbz2
Embree Binary: Pathtracer - Model: Crown OpenBenchmarking.org Frames Per Second, More Is Better Embree 3.6.1 Binary: Pathtracer - Model: Crown 2 x Xeon Gold 5220R 2 x Xeon Gold 6226R 2 x Xeon Platinum 8280 2 x Xeon Silver 4216 Threadripper PRO 3975WX Xeon Gold 5218 Xeon Gold 5220R Xeon Gold 6226R Xeon Platinum 8280 Xeon Silver 4216 Xeon W-3275M 10 20 30 40 50 SE +/- 0.05, N = 3 SE +/- 0.09, N = 3 SE +/- 0.09, N = 3 SE +/- 0.03, N = 3 SE +/- 0.01, N = 3 SE +/- 0.01, N = 3 SE +/- 0.02, N = 3 SE +/- 0.00, N = 3 SE +/- 0.04, N = 3 SE +/- 0.01, N = 3 SE +/- 0.03, N = 3 29.52 28.96 45.61 23.27 37.13 12.39 16.05 15.99 26.28 12.43 24.55 MIN: 29.05 / MAX: 30.15 MIN: 28.49 / MAX: 29.56 MIN: 44.2 / MAX: 47.35 MIN: 23 / MAX: 23.64 MIN: 33.2 / MAX: 39.67 MIN: 12.32 / MAX: 12.5 MIN: 15.89 / MAX: 16.22 MIN: 15.9 / MAX: 16.17 MIN: 25.64 / MAX: 26.64 MIN: 12.35 / MAX: 12.55 MIN: 24.09 / MAX: 24.98
NAS Parallel Benchmarks Test / Class: LU.C OpenBenchmarking.org Total Mop/s, More Is Better NAS Parallel Benchmarks 3.4 Test / Class: LU.C 2 x Xeon Gold 5220R 2 x Xeon Gold 6226R 2 x Xeon Platinum 8280 2 x Xeon Silver 4216 Threadripper PRO 3975WX Xeon Gold 5218 Xeon Gold 5220R Xeon Gold 6226R Xeon Platinum 8280 Xeon Silver 4216 Xeon W-3275M 30K 60K 90K 120K 150K SE +/- 135.16, N = 3 SE +/- 50.65, N = 3 SE +/- 188.25, N = 3 SE +/- 91.80, N = 3 SE +/- 908.86, N = 3 SE +/- 41.33, N = 3 SE +/- 45.25, N = 3 SE +/- 30.22, N = 3 SE +/- 82.95, N = 3 SE +/- 38.08, N = 3 SE +/- 35.10, N = 3 108883.40 106268.33 140090.32 85606.53 80113.17 48143.49 56744.87 58594.50 74255.67 46723.01 69606.84 -lopen-rte -lopen-pal -lhwloc -ldl -levent -levent_pthreads -lutil -lm -lrt -lz 1. (F9X) gfortran options: -O3 -march=native -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi 2. 2 x Xeon Gold 5220R: Open MPI 4.0.3rc4 3. 2 x Xeon Gold 6226R: Open MPI 4.0.3rc4 4. 2 x Xeon Platinum 8280: Open MPI 4.0.3rc4 5. 2 x Xeon Silver 4216: Open MPI 4.0.3rc4 6. Threadripper PRO 3975WX: Open MPI 4.0.3 7. Xeon Gold 5218: Open MPI 4.0.3rc4 8. Xeon Gold 5220R: Open MPI 4.0.3rc4 9. Xeon Gold 6226R: Open MPI 4.0.3rc4 10. Xeon Platinum 8280: Open MPI 4.0.3rc4 11. Xeon Silver 4216: Open MPI 4.0.3rc4 12. Xeon W-3275M: Open MPI 3.1.3
lzbench Test: Crush 0 - Process: Decompression OpenBenchmarking.org MB/s, More Is Better lzbench 1.8 Test: Crush 0 - Process: Decompression 2 x Xeon Gold 5220R 2 x Xeon Gold 6226R 2 x Xeon Platinum 8280 2 x Xeon Silver 4216 Threadripper PRO 3975WX Xeon Gold 5218 Xeon Gold 5220R Xeon Gold 6226R Xeon Platinum 8280 Xeon Silver 4216 Xeon W-3275M 110 220 330 440 550 SE +/- 0.33, N = 3 SE +/- 13.48, N = 3 419 418 428 344 504 430 428 429 440 353 509 1. (CXX) g++ options: -pthread -fomit-frame-pointer -fstrict-aliasing -ffast-math -O3
lzbench Test: Crush 0 - Process: Compression OpenBenchmarking.org MB/s, More Is Better lzbench 1.8 Test: Crush 0 - Process: Compression 2 x Xeon Gold 5220R 2 x Xeon Gold 6226R 2 x Xeon Platinum 8280 2 x Xeon Silver 4216 Threadripper PRO 3975WX Xeon Gold 5218 Xeon Gold 5220R Xeon Gold 6226R Xeon Platinum 8280 Xeon Silver 4216 Xeon W-3275M 20 40 60 80 100 SE +/- 0.33, N = 3 SE +/- 1.20, N = 3 SE +/- 0.33, N = 3 SE +/- 0.33, N = 3 SE +/- 0.33, N = 3 SE +/- 1.00, N = 3 93 91 96 80 109 96 98 95 101 82 109 1. (CXX) g++ options: -pthread -fomit-frame-pointer -fstrict-aliasing -ffast-math -O3
Embree Binary: Pathtracer ISPC - Model: Crown OpenBenchmarking.org Frames Per Second, More Is Better Embree 3.6.1 Binary: Pathtracer ISPC - Model: Crown 2 x Xeon Gold 5220R 2 x Xeon Gold 6226R 2 x Xeon Platinum 8280 2 x Xeon Silver 4216 Threadripper PRO 3975WX Xeon Gold 5218 Xeon Gold 5220R Xeon Gold 6226R Xeon Platinum 8280 Xeon Silver 4216 Xeon W-3275M 12 24 36 48 60 SE +/- 0.02, N = 3 SE +/- 0.03, N = 3 SE +/- 0.05, N = 3 SE +/- 0.01, N = 3 SE +/- 0.04, N = 3 SE +/- 0.01, N = 3 SE +/- 0.01, N = 3 SE +/- 0.02, N = 3 SE +/- 0.02, N = 3 SE +/- 0.00, N = 3 SE +/- 0.04, N = 3 33.45 31.73 53.23 21.75 35.32 14.42 17.66 16.81 28.77 11.38 26.40 MIN: 32.87 / MAX: 34.13 MIN: 31.27 / MAX: 32.36 MIN: 51.36 / MAX: 55.83 MIN: 21.43 / MAX: 22.13 MIN: 31.63 / MAX: 38.17 MIN: 14.3 / MAX: 14.63 MIN: 17.5 / MAX: 17.85 MIN: 16.67 / MAX: 17 MIN: 28.26 / MAX: 29.24 MIN: 11.32 / MAX: 11.49 MIN: 25.71 / MAX: 26.95
lzbench Test: Brotli 2 - Process: Decompression OpenBenchmarking.org MB/s, More Is Better lzbench 1.8 Test: Brotli 2 - Process: Decompression 2 x Xeon Gold 5220R 2 x Xeon Gold 6226R 2 x Xeon Platinum 8280 2 x Xeon Silver 4216 Threadripper PRO 3975WX Xeon Gold 5218 Xeon Gold 5220R Xeon Gold 6226R Xeon Platinum 8280 Xeon Silver 4216 Xeon W-3275M 160 320 480 640 800 SE +/- 1.33, N = 3 SE +/- 4.86, N = 7 SE +/- 0.67, N = 3 SE +/- 5.03, N = 3 SE +/- 0.88, N = 3 SE +/- 0.67, N = 3 SE +/- 0.67, N = 3 SE +/- 1.45, N = 3 613 608 623 509 744 655 651 653 673 542 721 1. (CXX) g++ options: -pthread -fomit-frame-pointer -fstrict-aliasing -ffast-math -O3
lzbench Test: Brotli 2 - Process: Compression OpenBenchmarking.org MB/s, More Is Better lzbench 1.8 Test: Brotli 2 - Process: Compression 2 x Xeon Gold 5220R 2 x Xeon Gold 6226R 2 x Xeon Platinum 8280 2 x Xeon Silver 4216 Threadripper PRO 3975WX Xeon Gold 5218 Xeon Gold 5220R Xeon Gold 6226R Xeon Platinum 8280 Xeon Silver 4216 Xeon W-3275M 50 100 150 200 250 SE +/- 0.58, N = 3 SE +/- 1.97, N = 7 SE +/- 0.33, N = 3 SE +/- 0.33, N = 3 172 172 176 142 213 176 176 176 181 146 196 1. (CXX) g++ options: -pthread -fomit-frame-pointer -fstrict-aliasing -ffast-math -O3
Intel MPI Benchmarks Test: IMB-P2P PingPong OpenBenchmarking.org Average Msg/sec, More Is Better Intel MPI Benchmarks 2019.3 Test: IMB-P2P PingPong 2 x Xeon Gold 5220R 2 x Xeon Gold 6226R 2 x Xeon Platinum 8280 2 x Xeon Silver 4216 Threadripper PRO 3975WX Xeon Gold 5218 Xeon Gold 5220R Xeon Gold 6226R Xeon Platinum 8280 Xeon Silver 4216 Xeon W-3275M 7M 14M 21M 28M 35M SE +/- 12631.77, N = 3 SE +/- 41319.75, N = 3 SE +/- 66348.18, N = 3 SE +/- 20273.79, N = 3 SE +/- 58431.73, N = 3 SE +/- 10529.89, N = 3 SE +/- 20987.71, N = 3 SE +/- 19484.28, N = 3 SE +/- 33688.94, N = 3 SE +/- 7036.00, N = 3 SE +/- 59477.15, N = 3 19650424.33 20467429.52 31821690.55 17176230.54 13233839.00 9066471.04 10276849.52 10620968.61 16653864.77 8923779.55 20246604.62 MIN: 8143 / MAX: 56362584 MIN: 7824 / MAX: 55096192 MIN: 9950 / MAX: 90956260 MIN: 7391 / MAX: 46585428 MIN: 5152 / MAX: 34787890 MIN: 4337 / MAX: 23652306 MIN: 4586 / MAX: 28371063 MIN: 4580 / MAX: 27791242 MIN: 5455 / MAX: 45833330 MIN: 4155 / MAX: 23466581 MIN: 5167 / MAX: 52108336 1. (CXX) g++ options: -O0 -pedantic -fopenmp -pthread -lmpi_cxx -lmpi
Zstd Compression Compressing ubuntu-16.04.3-server-i386.img, Compression Level 19 OpenBenchmarking.org Seconds, Fewer Is Better Zstd Compression 1.3.4 Compressing ubuntu-16.04.3-server-i386.img, Compression Level 19 2 x Xeon Gold 5220R 2 x Xeon Gold 6226R 2 x Xeon Platinum 8280 2 x Xeon Silver 4216 Threadripper PRO 3975WX Xeon Gold 5218 Xeon Gold 5220R Xeon Gold 6226R Xeon Platinum 8280 Xeon Silver 4216 Xeon W-3275M 30 60 90 120 150 SE +/- 0.117, N = 3 SE +/- 0.096, N = 3 SE +/- 0.148, N = 3 SE +/- 0.104, N = 15 SE +/- 0.499, N = 3 SE +/- 0.029, N = 3 SE +/- 0.021, N = 3 SE +/- 0.056, N = 3 SE +/- 0.016, N = 3 SE +/- 0.075, N = 3 SE +/- 0.023, N = 3 10.449 10.206 9.137 10.978 155.004 11.122 10.355 10.330 8.203 11.430 8.380 1. (CC) gcc options: -O3
MKL-DNN DNNL Harness: Deconvolution Batch deconv_3d - Data Type: u8s8f32 OpenBenchmarking.org ms, Fewer Is Better MKL-DNN DNNL 1.1 Harness: Deconvolution Batch deconv_3d - Data Type: u8s8f32 2 x Xeon Gold 5220R 2 x Xeon Gold 6226R 2 x Xeon Platinum 8280 2 x Xeon Silver 4216 Threadripper PRO 3975WX Xeon Gold 5218 Xeon Gold 5220R Xeon Gold 6226R Xeon Platinum 8280 Xeon Silver 4216 Xeon W-3275M 1600 3200 4800 6400 8000 SE +/- 3.26, N = 3 SE +/- 2.41, N = 3 SE +/- 5.70, N = 3 SE +/- 2.28, N = 3 SE +/- 10.74, N = 3 SE +/- 2.58, N = 3 SE +/- 5.71, N = 3 SE +/- 5.07, N = 3 SE +/- 2.14, N = 3 SE +/- 0.67, N = 3 SE +/- 48.27, N = 3 3112.36 2987.08 1893.72 3849.13 2764.35 7189.03 6072.57 5864.26 3716.98 7457.86 3852.37 MIN: 3107.3 MIN: 2977.12 MIN: 1871.79 MIN: 3842.7 MIN: 2584.22 MIN: 7180.23 MIN: 6048.56 MIN: 5830.88 MIN: 3705.72 MIN: 7454.84 MIN: 3728.62 1. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl
Tungsten Renderer Scene: Water Caustic OpenBenchmarking.org Seconds, Fewer Is Better Tungsten Renderer 0.2.2 Scene: Water Caustic 2 x Xeon Gold 5220R 2 x Xeon Gold 6226R 2 x Xeon Platinum 8280 2 x Xeon Silver 4216 Threadripper PRO 3975WX Xeon Gold 5218 Xeon Gold 5220R Xeon Gold 6226R Xeon Platinum 8280 Xeon Silver 4216 Xeon W-3275M 7 14 21 28 35 SE +/- 0.04, N = 3 SE +/- 0.05, N = 3 SE +/- 0.06, N = 3 SE +/- 0.03, N = 3 SE +/- 0.05, N = 3 SE +/- 0.02, N = 3 SE +/- 0.07, N = 3 SE +/- 0.07, N = 3 SE +/- 0.08, N = 3 SE +/- 0.12, N = 3 SE +/- 0.10, N = 3 23.34 23.19 21.59 27.39 17.19 25.96 25.01 24.09 22.02 28.90 21.55 -mavx512f -mavx512vl -mavx512cd -mavx512dq -mavx512bw -mno-sse4a -mavx512f -mavx512vl -mavx512cd -mavx512dq -mavx512bw -mno-sse4a -mavx512f -mavx512vl -mavx512cd -mavx512dq -mavx512bw -mno-sse4a -mavx512f -mavx512vl -mavx512cd -mavx512dq -mavx512bw -mno-sse4a -march=znver1 -msse4a -mno-avx512f -mno-avx512vl -mno-avx512cd -mno-avx512dq -mno-avx512bw -mavx512f -mavx512vl -mavx512cd -mavx512dq -mavx512bw -mno-sse4a -mavx512f -mavx512vl -mavx512cd -mavx512dq -mavx512bw -mno-sse4a -mavx512f -mavx512vl -mavx512cd -mavx512dq -mavx512bw -mno-sse4a -mavx512f -mavx512vl -mavx512cd -mavx512dq -mavx512bw -mno-sse4a -mavx512f -mavx512vl -mavx512cd -mavx512dq -mavx512bw -mno-sse4a -mavx512f -mavx512vl -mavx512cd -mavx512dq -mavx512bw -mno-sse4a -ljpeg 1. (CXX) g++ options: -std=c++0x -msse2 -msse3 -mssse3 -msse4.1 -msse4.2 -mfma -mbmi2 -mno-avx -mno-avx2 -mno-xop -mno-fma4 -mno-avx512pf -mno-avx512er -mno-avx512ifma -mno-avx512vbmi -fstrict-aliasing -O3 -rdynamic -lpthread -ldl
MKL-DNN DNNL Harness: IP Batch 1D - Data Type: f32 OpenBenchmarking.org ms, Fewer Is Better MKL-DNN DNNL 1.1 Harness: IP Batch 1D - Data Type: f32 2 x Xeon Gold 5220R 2 x Xeon Gold 6226R 2 x Xeon Platinum 8280 2 x Xeon Silver 4216 Threadripper PRO 3975WX Xeon Gold 5218 Xeon Gold 5220R Xeon Gold 6226R Xeon Platinum 8280 Xeon Silver 4216 Xeon W-3275M 1.1625 2.325 3.4875 4.65 5.8125 SE +/- 0.02205, N = 15 SE +/- 0.01296, N = 3 SE +/- 0.01437, N = 15 SE +/- 0.01245, N = 3 SE +/- 0.03383, N = 3 SE +/- 0.02145, N = 3 SE +/- 0.01148, N = 3 SE +/- 0.00644, N = 3 SE +/- 0.01072, N = 3 SE +/- 0.01398, N = 3 SE +/- 0.00575, N = 3 2.23009 2.18975 1.63986 2.66699 2.37268 4.75696 4.49985 4.41366 2.39451 5.16658 2.86715 MIN: 1.82 MIN: 1.86 MIN: 1.39 MIN: 2.31 MIN: 1.58 MIN: 4.33 MIN: 4.19 MIN: 3.68 MIN: 2.28 MIN: 4.71 MIN: 2.53 1. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl
lzbench Test: Zstd 8 - Process: Decompression OpenBenchmarking.org MB/s, More Is Better lzbench 1.8 Test: Zstd 8 - Process: Decompression 2 x Xeon Gold 5220R 2 x Xeon Gold 6226R 2 x Xeon Platinum 8280 2 x Xeon Silver 4216 Threadripper PRO 3975WX Xeon Gold 5218 Xeon Gold 5220R Xeon Gold 6226R Xeon Platinum 8280 Xeon Silver 4216 Xeon W-3275M 400 800 1200 1600 2000 SE +/- 1.53, N = 3 SE +/- 1.53, N = 3 SE +/- 1.86, N = 3 SE +/- 37.62, N = 3 SE +/- 1.33, N = 3 SE +/- 0.33, N = 3 SE +/- 0.58, N = 3 SE +/- 1.53, N = 3 SE +/- 1.45, N = 3 1101 1100 1124 930 1873 1195 1194 1193 1224 998 1298 1. (CXX) g++ options: -pthread -fomit-frame-pointer -fstrict-aliasing -ffast-math -O3
lzbench Test: Zstd 8 - Process: Compression OpenBenchmarking.org MB/s, More Is Better lzbench 1.8 Test: Zstd 8 - Process: Compression 2 x Xeon Gold 5220R 2 x Xeon Gold 6226R 2 x Xeon Platinum 8280 2 x Xeon Silver 4216 Threadripper PRO 3975WX Xeon Gold 5218 Xeon Gold 5220R Xeon Gold 6226R Xeon Platinum 8280 Xeon Silver 4216 Xeon W-3275M 20 40 60 80 100 74 72 75 63 105 74 76 74 77 64 84 1. (CXX) g++ options: -pthread -fomit-frame-pointer -fstrict-aliasing -ffast-math -O3
PyBench Total For Average Test Times OpenBenchmarking.org Milliseconds, Fewer Is Better PyBench 2018-02-16 Total For Average Test Times 2 x Xeon Gold 5220R 2 x Xeon Gold 6226R 2 x Xeon Platinum 8280 2 x Xeon Silver 4216 Threadripper PRO 3975WX Xeon Gold 5218 Xeon Gold 5220R Xeon Gold 6226R Xeon Platinum 8280 Xeon Silver 4216 Xeon W-3275M 300 600 900 1200 1500 SE +/- 1.45, N = 3 SE +/- 0.67, N = 3 SE +/- 1.00, N = 3 SE +/- 0.67, N = 3 SE +/- 2.08, N = 3 SE +/- 12.17, N = 3 SE +/- 3.06, N = 3 SE +/- 1.15, N = 3 SE +/- 0.58, N = 3 SE +/- 1.45, N = 3 1100 1104 1073 1343 894 1101 1114 1103 1076 1342 951
Embree Binary: Pathtracer - Model: Asian Dragon OpenBenchmarking.org Frames Per Second, More Is Better Embree 3.6.1 Binary: Pathtracer - Model: Asian Dragon 2 x Xeon Gold 5220R 2 x Xeon Gold 6226R 2 x Xeon Platinum 8280 2 x Xeon Silver 4216 Threadripper PRO 3975WX Xeon Gold 5218 Xeon Gold 5220R Xeon Gold 6226R Xeon Platinum 8280 Xeon Silver 4216 Xeon W-3275M 13 26 39 52 65 SE +/- 0.05, N = 3 SE +/- 0.03, N = 3 SE +/- 0.16, N = 3 SE +/- 0.05, N = 3 SE +/- 0.08, N = 3 SE +/- 0.01, N = 3 SE +/- 0.04, N = 3 SE +/- 0.01, N = 3 SE +/- 0.04, N = 3 SE +/- 0.03, N = 3 SE +/- 0.05, N = 3 35.88 34.69 57.49 28.20 41.75 15.31 19.61 19.35 32.25 15.28 30.11 MIN: 35.51 / MAX: 36.33 MIN: 34.44 / MAX: 35.19 MIN: 55.98 / MAX: 58.87 MIN: 27.97 / MAX: 28.53 MIN: 37.44 / MAX: 44.25 MIN: 15.25 / MAX: 15.4 MIN: 19.5 / MAX: 19.79 MIN: 19.28 / MAX: 19.48 MIN: 32 / MAX: 32.54 MIN: 15.18 / MAX: 15.39 MIN: 29.8 / MAX: 30.54
Mlpack Benchmark Benchmark: scikit_svm OpenBenchmarking.org Seconds, Fewer Is Better Mlpack Benchmark Benchmark: scikit_svm 2 x Xeon Gold 5220R 2 x Xeon Gold 6226R 2 x Xeon Platinum 8280 2 x Xeon Silver 4216 Threadripper PRO 3975WX Xeon Gold 5218 Xeon Gold 5220R Xeon Gold 6226R Xeon Platinum 8280 Xeon Silver 4216 Xeon W-3275M 5 10 15 20 25 SE +/- 0.04, N = 3 SE +/- 0.13, N = 3 SE +/- 0.09, N = 3 SE +/- 0.06, N = 3 SE +/- 0.04, N = 3 SE +/- 0.02, N = 3 SE +/- 0.09, N = 3 SE +/- 0.00, N = 3 SE +/- 0.07, N = 3 SE +/- 0.04, N = 3 SE +/- 0.19, N = 3 17.92 17.77 17.19 21.09 20.41 17.98 17.82 17.92 17.19 20.89 15.78
lzbench Test: Zstd 1 - Process: Decompression OpenBenchmarking.org MB/s, More Is Better lzbench 1.8 Test: Zstd 1 - Process: Decompression 2 x Xeon Gold 5220R 2 x Xeon Gold 6226R 2 x Xeon Platinum 8280 2 x Xeon Silver 4216 Threadripper PRO 3975WX Xeon Gold 5218 Xeon Gold 5220R Xeon Gold 6226R Xeon Platinum 8280 Xeon Silver 4216 Xeon W-3275M 400 800 1200 1600 2000 SE +/- 0.67, N = 3 SE +/- 0.67, N = 3 SE +/- 2.00, N = 3 SE +/- 1.33, N = 3 SE +/- 12.58, N = 3 SE +/- 0.33, N = 3 SE +/- 2.65, N = 3 1147 1141 1168 943 1707 1184 1180 1182 1212 973 1299 1. (CXX) g++ options: -pthread -fomit-frame-pointer -fstrict-aliasing -ffast-math -O3
lzbench Test: Zstd 1 - Process: Compression OpenBenchmarking.org MB/s, More Is Better lzbench 1.8 Test: Zstd 1 - Process: Compression 2 x Xeon Gold 5220R 2 x Xeon Gold 6226R 2 x Xeon Platinum 8280 2 x Xeon Silver 4216 Threadripper PRO 3975WX Xeon Gold 5218 Xeon Gold 5220R Xeon Gold 6226R Xeon Platinum 8280 Xeon Silver 4216 Xeon W-3275M 120 240 360 480 600 SE +/- 5.36, N = 3 SE +/- 0.58, N = 3 SE +/- 1.00, N = 3 437 437 449 359 545 446 444 445 457 365 508 1. (CXX) g++ options: -pthread -fomit-frame-pointer -fstrict-aliasing -ffast-math -O3
Embree Binary: Pathtracer ISPC - Model: Asian Dragon OpenBenchmarking.org Frames Per Second, More Is Better Embree 3.6.1 Binary: Pathtracer ISPC - Model: Asian Dragon 2 x Xeon Gold 5220R 2 x Xeon Gold 6226R 2 x Xeon Platinum 8280 2 x Xeon Silver 4216 Threadripper PRO 3975WX Xeon Gold 5218 Xeon Gold 5220R Xeon Gold 6226R Xeon Platinum 8280 Xeon Silver 4216 Xeon W-3275M 15 30 45 60 75 SE +/- 0.02, N = 3 SE +/- 0.07, N = 3 SE +/- 0.03, N = 3 SE +/- 0.02, N = 3 SE +/- 0.10, N = 3 SE +/- 0.01, N = 3 SE +/- 0.02, N = 3 SE +/- 0.01, N = 3 SE +/- 0.06, N = 3 SE +/- 0.01, N = 3 SE +/- 0.08, N = 3 43.10 40.43 68.42 28.97 41.49 19.43 23.60 22.46 38.31 15.59 35.15 MIN: 42.68 / MAX: 43.7 MIN: 40.04 / MAX: 41.18 MIN: 66.22 / MAX: 70.39 MIN: 28.72 / MAX: 29.29 MIN: 37.87 / MAX: 43.92 MIN: 19.37 / MAX: 19.6 MIN: 23.45 / MAX: 23.8 MIN: 22.38 / MAX: 22.62 MIN: 37.87 / MAX: 38.72 MIN: 15.54 / MAX: 15.7 MIN: 33.95 / MAX: 35.72
MKL-DNN DNNL Harness: Convolution Batch conv_alexnet - Data Type: bf16bf16bf16 OpenBenchmarking.org ms, Fewer Is Better MKL-DNN DNNL 1.1 Harness: Convolution Batch conv_alexnet - Data Type: bf16bf16bf16 2 x Xeon Gold 5220R 2 x Xeon Gold 6226R 2 x Xeon Platinum 8280 2 x Xeon Silver 4216 Xeon Gold 5218 Xeon Gold 5220R Xeon Gold 6226R Xeon Platinum 8280 Xeon Silver 4216 Xeon W-3275M 400 800 1200 1600 2000 SE +/- 0.06, N = 3 SE +/- 4.23, N = 3 SE +/- 0.06, N = 3 SE +/- 0.08, N = 3 SE +/- 0.15, N = 3 SE +/- 1.48, N = 3 SE +/- 0.09, N = 3 SE +/- 0.07, N = 3 SE +/- 0.03, N = 3 SE +/- 1.04, N = 3 712.20 527.02 320.06 938.91 1874.47 1433.47 1042.34 637.37 1875.23 702.07 MIN: 710.93 MIN: 521.14 MIN: 319.23 MIN: 937.57 MIN: 1873.87 MIN: 1421.77 MIN: 1041.43 MIN: 636.97 MIN: 1873.9 MIN: 687.86 1. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl
MKL-DNN DNNL Harness: Deconvolution Batch deconv_1d - Data Type: u8s8f32 OpenBenchmarking.org ms, Fewer Is Better MKL-DNN DNNL 1.1 Harness: Deconvolution Batch deconv_1d - Data Type: u8s8f32 2 x Xeon Gold 5220R 2 x Xeon Gold 6226R 2 x Xeon Platinum 8280 2 x Xeon Silver 4216 Threadripper PRO 3975WX Xeon Gold 5218 Xeon Gold 5220R Xeon Gold 6226R Xeon Platinum 8280 Xeon Silver 4216 Xeon W-3275M 400 800 1200 1600 2000 SE +/- 0.002792, N = 3 SE +/- 0.001915, N = 3 SE +/- 0.006813, N = 3 SE +/- 0.003675, N = 3 SE +/- 6.642186, N = 3 SE +/- 0.001460, N = 3 SE +/- 0.001194, N = 3 SE +/- 0.000358, N = 3 SE +/- 0.000361, N = 3 SE +/- 0.001246, N = 3 SE +/- 0.001267, N = 3 0.560890 0.369060 0.394455 0.770300 1713.580000 0.976730 0.843709 0.528632 0.371036 1.273750 0.458422 MIN: 1611.24 1. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl
MKL-DNN DNNL Harness: Deconvolution Batch deconv_1d - Data Type: bf16bf16bf16 OpenBenchmarking.org ms, Fewer Is Better MKL-DNN DNNL 1.1 Harness: Deconvolution Batch deconv_1d - Data Type: bf16bf16bf16 2 x Xeon Gold 5220R 2 x Xeon Gold 6226R 2 x Xeon Platinum 8280 2 x Xeon Silver 4216 Xeon Gold 5218 Xeon Gold 5220R Xeon Gold 6226R Xeon Platinum 8280 Xeon Silver 4216 Xeon W-3275M 4 8 12 16 20 SE +/- 0.00772, N = 3 SE +/- 0.00747, N = 3 SE +/- 0.00661, N = 3 SE +/- 0.01001, N = 3 SE +/- 0.00105, N = 3 SE +/- 0.04579, N = 3 SE +/- 0.00392, N = 3 SE +/- 0.00167, N = 3 SE +/- 0.00867, N = 3 SE +/- 0.03740, N = 3 7.22975 5.38402 4.06847 8.86913 16.54840 13.14280 9.90362 6.55374 16.55160 7.61595 MIN: 7.13 MIN: 5.3 MIN: 3.93 MIN: 8.78 MIN: 16.51 MIN: 12.96 MIN: 9.85 MIN: 6.5 MIN: 16.51 MIN: 6.95 1. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl
MKL-DNN DNNL Harness: Deconvolution Batch deconv_1d - Data Type: f32 OpenBenchmarking.org ms, Fewer Is Better MKL-DNN DNNL 1.1 Harness: Deconvolution Batch deconv_1d - Data Type: f32 2 x Xeon Gold 5220R 2 x Xeon Gold 6226R 2 x Xeon Platinum 8280 2 x Xeon Silver 4216 Threadripper PRO 3975WX Xeon Gold 5218 Xeon Gold 5220R Xeon Gold 6226R Xeon Platinum 8280 Xeon Silver 4216 Xeon W-3275M 1.1949 2.3898 3.5847 4.7796 5.9745 SE +/- 0.00174, N = 3 SE +/- 0.00475, N = 3 SE +/- 0.00318, N = 3 SE +/- 0.00576, N = 3 SE +/- 0.02593, N = 3 SE +/- 0.00570, N = 3 SE +/- 0.00527, N = 3 SE +/- 0.00272, N = 3 SE +/- 0.00157, N = 3 SE +/- 0.01140, N = 3 SE +/- 0.01273, N = 3 2.12680 1.49724 1.24029 3.06590 2.63632 3.99488 3.36432 2.23126 1.46232 5.31087 1.74515 MIN: 2.06 MIN: 1.43 MIN: 1.17 MIN: 2.99 MIN: 1.76 MIN: 3.95 MIN: 3.3 MIN: 2.17 MIN: 1.44 MIN: 5.16 MIN: 1.55 1. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl
SVT-AV1 Encoder Mode: Enc Mode 4 - Input: 1080p OpenBenchmarking.org Frames Per Second, More Is Better SVT-AV1 0.8 Encoder Mode: Enc Mode 4 - Input: 1080p 2 x Xeon Gold 5220R 2 x Xeon Gold 6226R 2 x Xeon Platinum 8280 2 x Xeon Silver 4216 Xeon Gold 5218 Xeon Gold 5220R Xeon Gold 6226R Xeon Platinum 8280 Xeon Silver 4216 Xeon W-3275M 2 4 6 8 10 SE +/- 0.019, N = 3 SE +/- 0.009, N = 3 SE +/- 0.064, N = 3 SE +/- 0.010, N = 3 SE +/- 0.003, N = 3 SE +/- 0.014, N = 3 SE +/- 0.018, N = 3 SE +/- 0.032, N = 3 SE +/- 0.021, N = 3 SE +/- 0.023, N = 3 5.302 5.431 7.033 4.216 3.339 4.285 4.340 6.030 3.309 6.389 1. (CXX) g++ options: -fPIE -fPIC -pie
dav1d Video Input: Summer Nature 4K OpenBenchmarking.org FPS, More Is Better dav1d 0.6.0 Video Input: Summer Nature 4K 2 x Xeon Gold 5220R 2 x Xeon Gold 6226R 2 x Xeon Platinum 8280 2 x Xeon Silver 4216 Threadripper PRO 3975WX Xeon Gold 5218 Xeon Gold 5220R Xeon Gold 6226R Xeon Platinum 8280 Xeon Silver 4216 Xeon W-3275M 70 140 210 280 350 SE +/- 0.84, N = 3 SE +/- 1.66, N = 3 SE +/- 3.68, N = 3 SE +/- 1.81, N = 3 SE +/- 1.29, N = 3 SE +/- 0.30, N = 3 SE +/- 0.78, N = 3 SE +/- 1.20, N = 3 SE +/- 1.15, N = 3 SE +/- 0.15, N = 3 SE +/- 1.20, N = 3 177.89 203.10 221.31 159.60 343.56 136.86 160.59 170.07 199.08 132.46 256.60 MIN: 103.41 / MAX: 190.93 MIN: 119.16 / MAX: 222.17 MIN: 81.4 / MAX: 247.6 MIN: 100.88 / MAX: 178.21 MIN: 183.8 / MAX: 371.7 MIN: 107.86 / MAX: 153.94 MIN: 110.85 / MAX: 181 MIN: 115.59 / MAX: 193.75 MIN: 121.12 / MAX: 214.69 MIN: 104.21 / MAX: 150.6 MIN: 164.1 / MAX: 284.35 1. (CC) gcc options: -pthread
MKL-DNN DNNL Harness: Convolution Batch conv_alexnet - Data Type: u8s8f32 OpenBenchmarking.org ms, Fewer Is Better MKL-DNN DNNL 1.1 Harness: Convolution Batch conv_alexnet - Data Type: u8s8f32 2 x Xeon Gold 5220R 2 x Xeon Gold 6226R 2 x Xeon Platinum 8280 2 x Xeon Silver 4216 Threadripper PRO 3975WX Xeon Gold 5218 Xeon Gold 5220R Xeon Gold 6226R Xeon Platinum 8280 Xeon Silver 4216 Xeon W-3275M 300 600 900 1200 1500 SE +/- 0.03, N = 3 SE +/- 0.25, N = 3 SE +/- 0.03, N = 3 SE +/- 0.14, N = 3 SE +/- 9.14, N = 3 SE +/- 0.04, N = 3 SE +/- 0.09, N = 3 SE +/- 0.01, N = 3 SE +/- 0.02, N = 3 SE +/- 0.06, N = 3 SE +/- 0.04, N = 3 35.98 26.54 19.81 55.34 1318.00 81.07 66.74 42.22 26.84 105.83 31.99 MIN: 1217.95 1. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl
OSPray Demo: Magnetic Reconnection - Renderer: SciVis OpenBenchmarking.org FPS, More Is Better OSPray 1.8.5 Demo: Magnetic Reconnection - Renderer: SciVis 2 x Xeon Gold 5220R 2 x Xeon Gold 6226R 2 x Xeon Platinum 8280 2 x Xeon Silver 4216 Threadripper PRO 3975WX Xeon Gold 5218 Xeon Gold 5220R Xeon Gold 6226R Xeon Platinum 8280 Xeon Silver 4216 Xeon W-3275M 16 32 48 64 80 SE +/- 0.00, N = 12 SE +/- 0.00, N = 3 SE +/- 0.00, N = 12 SE +/- 0.27, N = 4 SE +/- 0.00, N = 3 SE +/- 0.00, N = 15 SE +/- 0.00, N = 12 SE +/- 0.16, N = 4 SE +/- 0.60, N = 3 SE +/- 0.08, N = 4 47.62 45.45 71.43 32.53 33.33 22.22 27.03 25.48 42.87 17.94 40.00 MIN: 16.67 / MAX: 50 MIN: 20 MIN: 15.87 / MAX: 76.92 MIN: 14.93 / MAX: 33.33 MIN: 28.57 / MAX: 34.48 MIN: 21.28 MIN: 24.39 MIN: 24.39 / MAX: 25.64 MIN: 38.46 / MAX: 43.48 MIN: 16.95 / MAX: 18.18 MIN: 37.04
Renaissance Test: Scala Dotty OpenBenchmarking.org ms, Fewer Is Better Renaissance 0.10.0 Test: Scala Dotty 2 x Xeon Gold 5220R 2 x Xeon Gold 6226R 2 x Xeon Platinum 8280 2 x Xeon Silver 4216 Threadripper PRO 3975WX Xeon Gold 5218 Xeon Gold 5220R Xeon Gold 6226R Xeon Platinum 8280 Xeon Silver 4216 Xeon W-3275M 2K 4K 6K 8K 10K SE +/- 62.31, N = 5 SE +/- 78.90, N = 5 SE +/- 56.89, N = 13 SE +/- 82.66, N = 9 SE +/- 20.48, N = 5 SE +/- 41.65, N = 5 SE +/- 50.08, N = 5 SE +/- 46.73, N = 5 SE +/- 19.31, N = 5 SE +/- 17.62, N = 5 SE +/- 31.93, N = 5 7414.62 7231.01 6890.61 8583.01 5194.60 8286.12 7556.33 6999.50 6664.25 8634.69 6970.90
MKL-DNN DNNL Harness: Convolution Batch conv_alexnet - Data Type: f32 OpenBenchmarking.org ms, Fewer Is Better MKL-DNN DNNL 1.1 Harness: Convolution Batch conv_alexnet - Data Type: f32 2 x Xeon Gold 5220R 2 x Xeon Gold 6226R 2 x Xeon Platinum 8280 2 x Xeon Silver 4216 Threadripper PRO 3975WX Xeon Gold 5218 Xeon Gold 5220R Xeon Gold 6226R Xeon Platinum 8280 Xeon Silver 4216 Xeon W-3275M 90 180 270 360 450 SE +/- 0.04, N = 3 SE +/- 0.03, N = 3 SE +/- 0.08, N = 3 SE +/- 0.04, N = 3 SE +/- 0.93, N = 3 SE +/- 0.11, N = 3 SE +/- 0.16, N = 3 SE +/- 0.05, N = 3 SE +/- 0.06, N = 3 SE +/- 0.95, N = 3 SE +/- 0.11, N = 3 122.76 81.14 49.84 197.91 127.98 298.30 244.75 155.37 94.19 395.44 108.57 MIN: 121.68 MIN: 79.72 MIN: 48.76 MIN: 195.97 MIN: 101 MIN: 297.84 MIN: 242.31 MIN: 154.79 MIN: 93.73 MIN: 390.56 MIN: 102.46 1. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl
PHPBench PHP Benchmark Suite OpenBenchmarking.org Score, More Is Better PHPBench 0.8.1 PHP Benchmark Suite 2 x Xeon Gold 5220R 2 x Xeon Gold 6226R 2 x Xeon Platinum 8280 2 x Xeon Silver 4216 Threadripper PRO 3975WX Xeon Gold 5218 Xeon Gold 5220R Xeon Gold 6226R Xeon Platinum 8280 Xeon Silver 4216 Xeon W-3275M 160K 320K 480K 640K 800K SE +/- 914.97, N = 3 SE +/- 164.78, N = 3 SE +/- 884.68, N = 3 SE +/- 200.00, N = 3 SE +/- 2591.56, N = 3 SE +/- 786.96, N = 3 SE +/- 862.18, N = 3 SE +/- 752.01, N = 3 SE +/- 425.09, N = 3 SE +/- 1865.15, N = 3 SE +/- 1014.34, N = 3 631283 632601 649693 519964 649646 632455 629690 632431 649164 515697 734339
MKL-DNN DNNL Harness: IP Batch 1D - Data Type: bf16bf16bf16 OpenBenchmarking.org ms, Fewer Is Better MKL-DNN DNNL 1.1 Harness: IP Batch 1D - Data Type: bf16bf16bf16 2 x Xeon Gold 5220R 2 x Xeon Gold 6226R 2 x Xeon Platinum 8280 2 x Xeon Silver 4216 Xeon Gold 5218 Xeon Gold 5220R Xeon Gold 6226R Xeon Platinum 8280 Xeon Silver 4216 Xeon W-3275M 3 6 9 12 15 SE +/- 0.02081, N = 3 SE +/- 0.00482, N = 3 SE +/- 0.01183, N = 3 SE +/- 0.01534, N = 3 SE +/- 0.00212, N = 3 SE +/- 0.02077, N = 3 SE +/- 0.00265, N = 3 SE +/- 0.00377, N = 3 SE +/- 0.02765, N = 3 SE +/- 0.02664, N = 3 5.72791 3.21281 3.65964 5.56500 8.82710 8.68590 5.71439 4.83170 10.90140 5.56304 MIN: 5.56 MIN: 2.99 MIN: 3.47 MIN: 5.18 MIN: 8.65 MIN: 8.38 MIN: 5.6 MIN: 4.76 MIN: 10.12 MIN: 5.04 1. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl
ArrayFire Test: BLAS CPU OpenBenchmarking.org GFLOPS, More Is Better ArrayFire 3.7 Test: BLAS CPU 2 x Xeon Gold 5220R 2 x Xeon Gold 6226R 2 x Xeon Platinum 8280 2 x Xeon Silver 4216 Threadripper PRO 3975WX Xeon Gold 5218 Xeon Gold 5220R Xeon Gold 6226R Xeon Platinum 8280 Xeon Silver 4216 Xeon W-3275M 800 1600 2400 3200 4000 SE +/- 3.91, N = 3 SE +/- 31.78, N = 3 SE +/- 20.06, N = 3 SE +/- 0.79, N = 3 SE +/- 5.19, N = 3 SE +/- 0.62, N = 3 SE +/- 0.37, N = 3 SE +/- 4.16, N = 3 SE +/- 25.11, N = 3 SE +/- 1.52, N = 3 SE +/- 30.40, N = 3 2359.13 3912.30 3430.28 1497.75 793.21 1002.09 1201.54 2137.03 3432.16 765.49 3128.39 1. (CXX) g++ options: -rdynamic
Tungsten Renderer Scene: Hair OpenBenchmarking.org Seconds, Fewer Is Better Tungsten Renderer 0.2.2 Scene: Hair 2 x Xeon Gold 5220R 2 x Xeon Gold 6226R 2 x Xeon Platinum 8280 2 x Xeon Silver 4216 Threadripper PRO 3975WX Xeon Gold 5218 Xeon Gold 5220R Xeon Gold 6226R Xeon Platinum 8280 Xeon Silver 4216 Xeon W-3275M 6 12 18 24 30 SE +/- 0.03810, N = 3 SE +/- 0.05690, N = 3 SE +/- 0.11249, N = 3 SE +/- 0.06619, N = 3 SE +/- 0.02458, N = 3 SE +/- 0.02235, N = 3 SE +/- 0.03525, N = 3 SE +/- 0.06005, N = 3 SE +/- 0.03914, N = 3 SE +/- 0.12220, N = 3 SE +/- 0.05256, N = 3 11.07260 10.66530 7.82706 13.60310 7.50642 22.48660 18.98400 18.61290 12.68630 23.61290 12.71040 -mavx512f -mavx512vl -mavx512cd -mavx512dq -mavx512bw -mno-sse4a -mavx512f -mavx512vl -mavx512cd -mavx512dq -mavx512bw -mno-sse4a -mavx512f -mavx512vl -mavx512cd -mavx512dq -mavx512bw -mno-sse4a -mavx512f -mavx512vl -mavx512cd -mavx512dq -mavx512bw -mno-sse4a -march=znver1 -msse4a -mno-avx512f -mno-avx512vl -mno-avx512cd -mno-avx512dq -mno-avx512bw -mavx512f -mavx512vl -mavx512cd -mavx512dq -mavx512bw -mno-sse4a -mavx512f -mavx512vl -mavx512cd -mavx512dq -mavx512bw -mno-sse4a -mavx512f -mavx512vl -mavx512cd -mavx512dq -mavx512bw -mno-sse4a -mavx512f -mavx512vl -mavx512cd -mavx512dq -mavx512bw -mno-sse4a -mavx512f -mavx512vl -mavx512cd -mavx512dq -mavx512bw -mno-sse4a -mavx512f -mavx512vl -mavx512cd -mavx512dq -mavx512bw -mno-sse4a -ljpeg 1. (CXX) g++ options: -std=c++0x -msse2 -msse3 -mssse3 -msse4.1 -msse4.2 -mfma -mbmi2 -mno-avx -mno-avx2 -mno-xop -mno-fma4 -mno-avx512pf -mno-avx512er -mno-avx512ifma -mno-avx512vbmi -fstrict-aliasing -O3 -rdynamic -lpthread -ldl
dav1d Video Input: Summer Nature 1080p OpenBenchmarking.org FPS, More Is Better dav1d 0.6.0 Video Input: Summer Nature 1080p 2 x Xeon Gold 5220R 2 x Xeon Gold 6226R 2 x Xeon Platinum 8280 2 x Xeon Silver 4216 Threadripper PRO 3975WX Xeon Gold 5218 Xeon Gold 5220R Xeon Gold 6226R Xeon Platinum 8280 Xeon Silver 4216 Xeon W-3275M 160 320 480 640 800 SE +/- 3.79, N = 6 SE +/- 1.84, N = 3 SE +/- 3.74, N = 15 SE +/- 4.57, N = 3 SE +/- 0.36, N = 3 SE +/- 1.26, N = 3 SE +/- 2.31, N = 3 SE +/- 0.97, N = 3 SE +/- 0.52, N = 3 SE +/- 1.97, N = 3 SE +/- 2.32, N = 3 321.84 358.62 409.88 272.55 719.55 265.46 274.98 307.75 323.20 232.35 537.84 MIN: 175.96 / MAX: 365.43 MIN: 196.53 / MAX: 395.24 MIN: 126.27 / MAX: 481.12 MIN: 156.69 / MAX: 307.87 MIN: 431.56 / MAX: 789.26 MIN: 166.24 / MAX: 288.23 MIN: 160.24 / MAX: 299.46 MIN: 179.63 / MAX: 337.24 MIN: 200.79 / MAX: 358.32 MIN: 133.23 / MAX: 255.75 MIN: 317.28 / MAX: 605.87 1. (CC) gcc options: -pthread
ArrayFire Test: Conjugate Gradient CPU OpenBenchmarking.org ms, Fewer Is Better ArrayFire 3.7 Test: Conjugate Gradient CPU 2 x Xeon Gold 5220R 2 x Xeon Gold 6226R 2 x Xeon Platinum 8280 2 x Xeon Silver 4216 Threadripper PRO 3975WX Xeon Gold 5218 Xeon Gold 5220R Xeon Gold 6226R Xeon Platinum 8280 Xeon Silver 4216 Xeon W-3275M 7 14 21 28 35 SE +/- 0.099, N = 15 SE +/- 0.072, N = 15 SE +/- 0.086, N = 6 SE +/- 0.372, N = 15 SE +/- 0.298, N = 15 SE +/- 0.069, N = 9 SE +/- 0.094, N = 3 SE +/- 0.026, N = 3 SE +/- 0.067, N = 3 SE +/- 0.047, N = 3 SE +/- 0.075, N = 15 9.898 7.155 7.481 16.920 27.680 7.042 6.409 6.451 4.115 7.819 4.423 1. (CXX) g++ options: -rdynamic
NAS Parallel Benchmarks Test / Class: SP.B OpenBenchmarking.org Total Mop/s, More Is Better NAS Parallel Benchmarks 3.4 Test / Class: SP.B 2 x Xeon Gold 5220R 2 x Xeon Gold 6226R 2 x Xeon Platinum 8280 2 x Xeon Silver 4216 Xeon Gold 5218 Xeon Gold 5220R Xeon Gold 6226R Xeon Platinum 8280 Xeon Silver 4216 Xeon W-3275M 15K 30K 45K 60K 75K SE +/- 31.12, N = 3 SE +/- 190.70, N = 3 SE +/- 115.61, N = 3 SE +/- 157.62, N = 3 SE +/- 13.76, N = 3 SE +/- 54.67, N = 3 SE +/- 23.98, N = 3 SE +/- 151.80, N = 3 SE +/- 57.24, N = 3 SE +/- 146.25, N = 3 50932.88 49232.24 70893.41 42220.94 22329.34 23346.56 23859.79 32682.14 21149.68 31426.53 1. (F9X) gfortran options: -O3 -march=native -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi 2. 2 x Xeon Gold 5220R: Open MPI 4.0.3rc4 3. 2 x Xeon Gold 6226R: Open MPI 4.0.3rc4 4. 2 x Xeon Platinum 8280: Open MPI 4.0.3rc4 5. 2 x Xeon Silver 4216: Open MPI 4.0.3rc4 6. Xeon Gold 5218: Open MPI 4.0.3rc4 7. Xeon Gold 5220R: Open MPI 4.0.3rc4 8. Xeon Gold 6226R: Open MPI 4.0.3rc4 9. Xeon Platinum 8280: Open MPI 4.0.3rc4 10. Xeon Silver 4216: Open MPI 4.0.3rc4 11. Xeon W-3275M: Open MPI 3.1.3
SVT-AV1 Encoder Mode: Enc Mode 8 - Input: 1080p OpenBenchmarking.org Frames Per Second, More Is Better SVT-AV1 0.8 Encoder Mode: Enc Mode 8 - Input: 1080p 2 x Xeon Gold 5220R 2 x Xeon Gold 6226R 2 x Xeon Platinum 8280 2 x Xeon Silver 4216 Xeon Gold 5218 Xeon Gold 5220R Xeon Gold 6226R Xeon Platinum 8280 Xeon Silver 4216 Xeon W-3275M 13 26 39 52 65 SE +/- 0.18, N = 3 SE +/- 0.25, N = 3 SE +/- 0.67, N = 3 SE +/- 0.11, N = 3 SE +/- 0.06, N = 3 SE +/- 0.13, N = 3 SE +/- 0.09, N = 3 SE +/- 0.07, N = 3 SE +/- 0.08, N = 3 SE +/- 0.46, N = 3 49.21 51.71 56.98 40.55 27.19 33.09 34.64 51.92 26.46 53.82 1. (CXX) g++ options: -fPIE -fPIC -pie
SMHasher Hash: wyhash OpenBenchmarking.org MiB/sec, More Is Better SMHasher 2020-02-29 Hash: wyhash 2 x Xeon Gold 6226R 2 x Xeon Silver 4216 Xeon Gold 6226R Xeon Silver 4216 Xeon W-3275M 6K 12K 18K 24K 30K SE +/- 4.48, N = 3 SE +/- 4.76, N = 3 SE +/- 5.65, N = 3 SE +/- 0.31, N = 3 SE +/- 105.54, N = 3 19424.11 22011.20 19429.87 22004.08 26298.77 1. (CXX) g++ options: -march=native -O3 -lpthread
SMHasher Hash: wyhash OpenBenchmarking.org cycles/hash, Fewer Is Better SMHasher 2020-02-29 Hash: wyhash 2 x Xeon Gold 5220R 2 x Xeon Gold 6226R 2 x Xeon Platinum 8280 2 x Xeon Silver 4216 Xeon Gold 5218 Xeon Gold 5220R Xeon Gold 6226R Xeon Platinum 8280 Xeon Silver 4216 Xeon W-3275M 6 12 18 24 30 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 SE +/- 0.01, N = 3 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 SE +/- 0.03, N = 3 18.81 25.13 22.68 22.13 19.81 18.82 25.13 22.68 22.13 18.51 1. (CXX) g++ options: -march=native -O3 -lpthread
Scikit-Learn OpenBenchmarking.org Seconds, Fewer Is Better Scikit-Learn 0.22.1 2 x Xeon Gold 5220R 2 x Xeon Gold 6226R 2 x Xeon Platinum 8280 2 x Xeon Silver 4216 Threadripper PRO 3975WX Xeon Gold 5218 Xeon Gold 5220R Xeon Gold 6226R Xeon Platinum 8280 Xeon Silver 4216 Xeon W-3275M 3 6 9 12 15 SE +/- 0.024, N = 3 SE +/- 0.055, N = 3 SE +/- 0.122, N = 3 SE +/- 0.035, N = 3 SE +/- 0.007, N = 3 SE +/- 0.041, N = 3 SE +/- 0.034, N = 3 SE +/- 0.029, N = 3 SE +/- 0.042, N = 3 SE +/- 0.028, N = 3 SE +/- 0.035, N = 3 10.458 10.449 9.392 12.549 8.569 10.286 10.112 9.924 9.127 12.030 9.661
DaCapo Benchmark Java Test: Jython OpenBenchmarking.org msec, Fewer Is Better DaCapo Benchmark 9.12-MR1 Java Test: Jython 2 x Xeon Gold 5220R 2 x Xeon Gold 6226R 2 x Xeon Platinum 8280 2 x Xeon Silver 4216 Threadripper PRO 3975WX Xeon Gold 5218 Xeon Gold 5220R Xeon Gold 6226R Xeon Platinum 8280 Xeon Silver 4216 Xeon W-3275M 1200 2400 3600 4800 6000 SE +/- 23.48, N = 4 SE +/- 35.02, N = 4 SE +/- 19.30, N = 4 SE +/- 36.99, N = 4 SE +/- 5.79, N = 4 SE +/- 26.49, N = 4 SE +/- 11.58, N = 4 SE +/- 15.39, N = 4 SE +/- 10.79, N = 4 SE +/- 10.08, N = 4 4877 4806 4711 5802 3965 5096 4834 4609 4547 5768 4321
NAS Parallel Benchmarks Test / Class: MG.C OpenBenchmarking.org Total Mop/s, More Is Better NAS Parallel Benchmarks 3.4 Test / Class: MG.C 2 x Xeon Gold 5220R 2 x Xeon Gold 6226R 2 x Xeon Platinum 8280 2 x Xeon Silver 4216 Threadripper PRO 3975WX Xeon Gold 5218 Xeon Gold 5220R Xeon Gold 6226R Xeon Platinum 8280 Xeon Silver 4216 Xeon W-3275M 15K 30K 45K 60K 75K SE +/- 464.43, N = 3 SE +/- 193.70, N = 3 SE +/- 860.82, N = 5 SE +/- 151.51, N = 3 SE +/- 386.49, N = 15 SE +/- 36.97, N = 3 SE +/- 114.95, N = 3 SE +/- 27.89, N = 3 SE +/- 129.93, N = 3 SE +/- 69.19, N = 3 SE +/- 40.04, N = 3 58984.18 58681.42 69175.12 52832.47 43604.45 30328.65 31197.22 31633.60 37089.05 28301.13 35376.11 -lopen-rte -lopen-pal -lhwloc -ldl -levent -levent_pthreads -lutil -lm -lrt -lz 1. (F9X) gfortran options: -O3 -march=native -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi 2. 2 x Xeon Gold 5220R: Open MPI 4.0.3rc4 3. 2 x Xeon Gold 6226R: Open MPI 4.0.3rc4 4. 2 x Xeon Platinum 8280: Open MPI 4.0.3rc4 5. 2 x Xeon Silver 4216: Open MPI 4.0.3rc4 6. Threadripper PRO 3975WX: Open MPI 4.0.3 7. Xeon Gold 5218: Open MPI 4.0.3rc4 8. Xeon Gold 5220R: Open MPI 4.0.3rc4 9. Xeon Gold 6226R: Open MPI 4.0.3rc4 10. Xeon Platinum 8280: Open MPI 4.0.3rc4 11. Xeon Silver 4216: Open MPI 4.0.3rc4 12. Xeon W-3275M: Open MPI 3.1.3
Intel Open Image Denoise Scene: Memorial OpenBenchmarking.org Images / Sec, More Is Better Intel Open Image Denoise 1.0.0 Scene: Memorial 2 x Xeon Gold 5220R 2 x Xeon Gold 6226R 2 x Xeon Platinum 8280 2 x Xeon Silver 4216 Threadripper PRO 3975WX Xeon Gold 5218 Xeon Gold 5220R Xeon Gold 6226R Xeon Platinum 8280 Xeon Silver 4216 Xeon W-3275M 8 16 24 32 40 SE +/- 0.05, N = 3 SE +/- 0.36, N = 3 SE +/- 0.17, N = 3 SE +/- 0.09, N = 3 SE +/- 0.14, N = 3 SE +/- 0.01, N = 3 SE +/- 0.01, N = 3 SE +/- 0.03, N = 3 SE +/- 0.02, N = 3 SE +/- 0.02, N = 3 SE +/- 0.30, N = 3 27.97 33.06 34.49 20.43 19.80 15.80 18.41 22.01 31.10 12.85 27.35
NAS Parallel Benchmarks Test / Class: EP.C OpenBenchmarking.org Total Mop/s, More Is Better NAS Parallel Benchmarks 3.4 Test / Class: EP.C 2 x Xeon Gold 5220R 2 x Xeon Gold 6226R 2 x Xeon Platinum 8280 2 x Xeon Silver 4216 Threadripper PRO 3975WX Xeon Gold 5218 Xeon Gold 5220R Xeon Gold 6226R Xeon Platinum 8280 Xeon Silver 4216 Xeon W-3275M 1300 2600 3900 5200 6500 SE +/- 32.92, N = 3 SE +/- 38.41, N = 3 SE +/- 88.25, N = 3 SE +/- 38.56, N = 4 SE +/- 32.22, N = 4 SE +/- 2.61, N = 3 SE +/- 2.92, N = 3 SE +/- 34.91, N = 3 SE +/- 44.67, N = 3 SE +/- 19.04, N = 5 SE +/- 40.50, N = 3 3768.66 4005.26 6104.94 2984.02 2941.91 1621.48 1863.15 2044.24 3194.18 1545.50 3025.11 -lopen-rte -lopen-pal -lhwloc -ldl -levent -levent_pthreads -lutil -lm -lrt -lz 1. (F9X) gfortran options: -O3 -march=native -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi 2. 2 x Xeon Gold 5220R: Open MPI 4.0.3rc4 3. 2 x Xeon Gold 6226R: Open MPI 4.0.3rc4 4. 2 x Xeon Platinum 8280: Open MPI 4.0.3rc4 5. 2 x Xeon Silver 4216: Open MPI 4.0.3rc4 6. Threadripper PRO 3975WX: Open MPI 4.0.3 7. Xeon Gold 5218: Open MPI 4.0.3rc4 8. Xeon Gold 5220R: Open MPI 4.0.3rc4 9. Xeon Gold 6226R: Open MPI 4.0.3rc4 10. Xeon Platinum 8280: Open MPI 4.0.3rc4 11. Xeon Silver 4216: Open MPI 4.0.3rc4 12. Xeon W-3275M: Open MPI 3.1.3
Nettle Test: aes256 OpenBenchmarking.org Mbyte/s, More Is Better Nettle 3.5.1 Test: aes256 2 x Xeon Gold 5220R 2 x Xeon Gold 6226R 2 x Xeon Platinum 8280 2 x Xeon Silver 4216 Xeon Gold 5218 Xeon Gold 5220R Xeon Gold 6226R Xeon Platinum 8280 Xeon Silver 4216 Xeon W-3275M 1500 3000 4500 6000 7500 SE +/- 2.26, N = 3 SE +/- 8.42, N = 3 SE +/- 3.29, N = 3 SE +/- 1.63, N = 3 SE +/- 1.48, N = 3 SE +/- 2.03, N = 3 SE +/- 6.01, N = 3 SE +/- 7.98, N = 3 SE +/- 11.26, N = 3 SE +/- 39.45, N = 3 6159.21 6157.49 6320.00 5061.60 6164.79 6133.91 6161.42 6313.16 5024.39 7070.60 MIN: 4154.94 / MAX: 10200.04 MIN: 4104.14 / MAX: 10212.45 MIN: 4254.97 / MAX: 10469.4 MIN: 3412.46 / MAX: 8379.01 MIN: 4152.92 / MAX: 10208.98 MIN: 4136.23 / MAX: 10160.8 MIN: 4158.08 / MAX: 10213.08 MIN: 4256.89 / MAX: 10467.36 MIN: 3388.65 / MAX: 8334.48 MIN: 4721.3 / MAX: 11806.11 1. (CC) gcc options: -O2 -ggdb3 -lnettle -lgmp -lm -lcrypto
SVT-VP9 Tuning: Visual Quality Optimized - Input: Bosphorus 1080p OpenBenchmarking.org Frames Per Second, More Is Better SVT-VP9 0.1 Tuning: Visual Quality Optimized - Input: Bosphorus 1080p 2 x Xeon Gold 5220R 2 x Xeon Gold 6226R 2 x Xeon Platinum 8280 2 x Xeon Silver 4216 Xeon Gold 5218 Xeon Gold 5220R Xeon Gold 6226R Xeon Platinum 8280 Xeon Silver 4216 Xeon W-3275M 60 120 180 240 300 SE +/- 2.14, N = 3 SE +/- 3.77, N = 4 SE +/- 2.89, N = 4 SE +/- 1.51, N = 3 SE +/- 1.79, N = 3 SE +/- 1.23, N = 3 SE +/- 3.10, N = 3 SE +/- 3.65, N = 4 SE +/- 2.39, N = 3 SE +/- 0.97, N = 3 237.57 256.91 233.17 206.42 172.82 224.01 221.95 265.40 173.18 282.18 1. (CC) gcc options: -fPIE -fPIC -fvisibility=hidden -O3 -pie -rdynamic -lpthread -lrt -lm
LAMMPS Molecular Dynamics Simulator Model: Rhodopsin Protein OpenBenchmarking.org ns/day, More Is Better LAMMPS Molecular Dynamics Simulator 9Jan2020 Model: Rhodopsin Protein 2 x Xeon Gold 5220R 2 x Xeon Gold 6226R 2 x Xeon Platinum 8280 2 x Xeon Silver 4216 Threadripper PRO 3975WX Xeon Gold 5218 Xeon Gold 5220R Xeon Gold 6226R Xeon Platinum 8280 Xeon Silver 4216 Xeon W-3275M 6 12 18 24 30 SE +/- 0.046, N = 3 SE +/- 0.055, N = 3 SE +/- 0.251, N = 14 SE +/- 0.014, N = 3 SE +/- 0.119, N = 3 SE +/- 0.006, N = 3 SE +/- 0.018, N = 3 SE +/- 0.024, N = 3 SE +/- 0.192, N = 3 SE +/- 0.021, N = 3 SE +/- 0.127, N = 15 17.378 18.150 24.788 14.161 17.617 8.158 9.535 10.325 15.314 7.810 14.562 -lpng -lz -lpng -lz -lpng -lz -lpng -lz -lpng -lz -lpng -lz -lpng -lz -lpng -lz -lpng -lz -ljpeg -lpng -lz 1. (CXX) g++ options: -O3 -rdynamic -lfftw3 -lm
MKL-DNN DNNL Harness: Deconvolution Batch deconv_3d - Data Type: bf16bf16bf16 OpenBenchmarking.org ms, Fewer Is Better MKL-DNN DNNL 1.1 Harness: Deconvolution Batch deconv_3d - Data Type: bf16bf16bf16 2 x Xeon Gold 5220R 2 x Xeon Gold 6226R 2 x Xeon Platinum 8280 2 x Xeon Silver 4216 Xeon Gold 5218 Xeon Gold 5220R Xeon Gold 6226R Xeon Platinum 8280 Xeon Silver 4216 Xeon W-3275M 5 10 15 20 25 SE +/- 0.01392, N = 3 SE +/- 0.00159, N = 3 SE +/- 0.00369, N = 3 SE +/- 0.00821, N = 3 SE +/- 0.05476, N = 3 SE +/- 0.00134, N = 3 SE +/- 0.00297, N = 3 SE +/- 0.00251, N = 3 SE +/- 0.02388, N = 3 SE +/- 0.03985, N = 3 9.42591 6.29647 4.35817 10.93790 21.42900 16.82530 12.32710 7.69605 21.47550 8.46273 MIN: 9.32 MIN: 6.25 MIN: 4.31 MIN: 10.86 MIN: 21.29 MIN: 16.72 MIN: 12.27 MIN: 7.67 MIN: 21.24 MIN: 8.21 1. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl
MKL-DNN DNNL Harness: Deconvolution Batch deconv_3d - Data Type: f32 OpenBenchmarking.org ms, Fewer Is Better MKL-DNN DNNL 1.1 Harness: Deconvolution Batch deconv_3d - Data Type: f32 2 x Xeon Gold 5220R 2 x Xeon Gold 6226R 2 x Xeon Platinum 8280 2 x Xeon Silver 4216 Threadripper PRO 3975WX Xeon Gold 5218 Xeon Gold 5220R Xeon Gold 6226R Xeon Platinum 8280 Xeon Silver 4216 Xeon W-3275M 2 4 6 8 10 SE +/- 0.00092, N = 3 SE +/- 0.00200, N = 3 SE +/- 0.00373, N = 3 SE +/- 0.00590, N = 3 SE +/- 0.02790, N = 3 SE +/- 0.01731, N = 3 SE +/- 0.01927, N = 3 SE +/- 0.00634, N = 3 SE +/- 0.00032, N = 3 SE +/- 0.01443, N = 3 SE +/- 0.01801, N = 3 2.69700 1.70749 1.13608 3.85512 3.62735 5.80420 4.88966 3.13006 1.96279 7.63646 2.27526 MIN: 2.66 MIN: 1.67 MIN: 3.82 MIN: 2.43 MIN: 5.77 MIN: 4.84 MIN: 3.1 MIN: 1.95 MIN: 7.57 MIN: 2.12 1. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl
CloverLeaf Lagrangian-Eulerian Hydrodynamics OpenBenchmarking.org Seconds, Fewer Is Better CloverLeaf Lagrangian-Eulerian Hydrodynamics 2 x Xeon Gold 5220R 2 x Xeon Gold 6226R 2 x Xeon Platinum 8280 2 x Xeon Silver 4216 Threadripper PRO 3975WX Xeon Gold 5218 Xeon Gold 5220R Xeon Gold 6226R Xeon Platinum 8280 Xeon Silver 4216 Xeon W-3275M 0.3353 0.6706 1.0059 1.3412 1.6765 SE +/- 0.01, N = 3 SE +/- 0.04, N = 15 SE +/- 0.02, N = 15 SE +/- 0.04, N = 15 SE +/- 0.07, N = 12 SE +/- 0.00, N = 3 SE +/- 0.01, N = 3 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 SE +/- 0.01, N = 3 SE +/- 0.02, N = 15 1.06 0.93 0.69 1.00 0.88 1.37 1.28 1.27 0.96 1.49 1.14 1. (F9X) gfortran options: -O3 -march=native -funroll-loops -fopenmp
Nettle Test: sha512 OpenBenchmarking.org Mbyte/s, More Is Better Nettle 3.5.1 Test: sha512 2 x Xeon Gold 5220R 2 x Xeon Gold 6226R 2 x Xeon Platinum 8280 2 x Xeon Silver 4216 Xeon Gold 5218 Xeon Gold 5220R Xeon Gold 6226R Xeon Platinum 8280 Xeon Silver 4216 Xeon W-3275M 120 240 360 480 600 SE +/- 0.19, N = 3 SE +/- 0.11, N = 3 SE +/- 0.97, N = 3 SE +/- 0.28, N = 3 SE +/- 0.19, N = 3 SE +/- 1.03, N = 3 SE +/- 0.77, N = 3 SE +/- 0.15, N = 3 SE +/- 0.56, N = 3 SE +/- 2.72, N = 3 489.15 489.42 500.98 401.13 489.51 485.86 488.81 501.98 399.99 550.93 1. (CC) gcc options: -O2 -ggdb3 -lnettle -lgmp -lm -lcrypto
Nettle Test: chacha OpenBenchmarking.org Mbyte/s, More Is Better Nettle 3.5.1 Test: chacha 2 x Xeon Gold 5220R 2 x Xeon Gold 6226R 2 x Xeon Platinum 8280 2 x Xeon Silver 4216 Xeon Gold 5218 Xeon Gold 5220R Xeon Gold 6226R Xeon Platinum 8280 Xeon Silver 4216 Xeon W-3275M 300 600 900 1200 1500 SE +/- 0.41, N = 3 SE +/- 0.61, N = 3 SE +/- 0.37, N = 3 SE +/- 0.18, N = 3 SE +/- 0.76, N = 3 SE +/- 1.02, N = 3 SE +/- 0.49, N = 3 SE +/- 0.86, N = 3 SE +/- 0.91, N = 3 SE +/- 5.99, N = 3 1024.98 1025.38 1051.94 841.65 1024.49 1020.09 1024.99 1051.11 837.61 1172.15 MIN: 518.14 / MAX: 2797.53 MIN: 522.31 / MAX: 2798.89 MIN: 535.04 / MAX: 2870.94 MIN: 428.69 / MAX: 2296.48 MIN: 507.67 / MAX: 2797.4 MIN: 519.31 / MAX: 2788.96 MIN: 521.91 / MAX: 2799.45 MIN: 532.77 / MAX: 2871.25 MIN: 423.28 / MAX: 2294.55 MIN: 567.45 / MAX: 3234.29 1. (CC) gcc options: -O2 -ggdb3 -lnettle -lgmp -lm -lcrypto
Nettle Test: poly1305-aes OpenBenchmarking.org Mbyte/s, More Is Better Nettle 3.5.1 Test: poly1305-aes 2 x Xeon Gold 5220R 2 x Xeon Gold 6226R 2 x Xeon Platinum 8280 2 x Xeon Silver 4216 Xeon Gold 5218 Xeon Gold 5220R Xeon Gold 6226R Xeon Platinum 8280 Xeon Silver 4216 Xeon W-3275M 700 1400 2100 2800 3500 SE +/- 0.92, N = 3 SE +/- 0.50, N = 3 SE +/- 1.10, N = 3 SE +/- 1.74, N = 3 SE +/- 0.60, N = 3 SE +/- 5.86, N = 3 SE +/- 2.79, N = 3 SE +/- 0.87, N = 3 SE +/- 3.38, N = 3 SE +/- 24.77, N = 3 2797.22 2797.43 2868.69 2294.74 2798.56 2779.78 2795.49 2867.48 2291.69 3207.98 1. (CC) gcc options: -O2 -ggdb3 -lnettle -lgmp -lm -lcrypto
Phoronix Test Suite v10.8.5