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&grs&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 mkl-dnn: Convolution Batch conv_alexnet - f32 mkl-dnn: Convolution Batch conv_googlenet_v3 - f32 mkl-dnn: Convolution Batch conv_alexnet - u8s8f32 arrayfire: Conjugate Gradient CPU mkl-dnn: Deconvolution Batch deconv_3d - f32 mkl-dnn: Convolution Batch conv_all - f32 mkl-dnn: IP Batch All - u8s8f32 mkl-dnn: Convolution Batch conv_alexnet - bf16bf16bf16 mkl-dnn: Convolution Batch conv_all - bf16bf16bf16 mkl-dnn: Convolution Batch conv_googlenet_v3 - bf16bf16bf16 ospray: NASA Streamlines - Path Tracer ospray: XFrog Forest - SciVis arrayfire: BLAS CPU ospray: XFrog Forest - Path Tracer mkl-dnn: Convolution Batch conv_3d - bf16bf16bf16 ospray: NASA Streamlines - SciVis mkl-dnn: Deconvolution Batch deconv_1d - u8s8f32 mkl-dnn: Deconvolution Batch deconv_3d - bf16bf16bf16 ospray: San Miguel - SciVis pgbench: Buffer Test - Normal Load - Read Write embree: Pathtracer ISPC - Crown ospray: San Miguel - Path Tracer embree: Pathtracer ISPC - Asian Dragon embree: Pathtracer ISPC - Asian Dragon Obj blender: Classroom - CPU-Only mkl-dnn: Deconvolution Batch deconv_1d - f32 namd: ATPase Simulation - 327,506 Atoms john-the-ripper: MD5 luxcorerender: DLSC blender: Pabellon Barcelona - CPU-Only john-the-ripper: Blowfish mkl-dnn: Convolution Batch conv_3d - u8s8f32 mkl-dnn: Deconvolution Batch deconv_1d - bf16bf16bf16 npb: EP.D ospray: Magnetic Reconnection - SciVis npb: EP.C mkl-dnn: Deconvolution Batch deconv_3d - u8s8f32 blender: BMW27 - CPU-Only stockfish: Total Time asmfish: 1024 Hash Memory, 26 Depth luxcorerender: Rainbow Colors and Prism v-ray: CPU mkl-dnn: Deconvolution Batch deconv_all - bf16bf16bf16 embree: Pathtracer - Asian Dragon embree: Pathtracer - Asian Dragon Obj embree: Pathtracer - Crown intel-mpi: IMB-P2P PingPong blender: Fishy Cat - CPU-Only mkl-dnn: IP Batch 1D - bf16bf16bf16 npb: SP.B lammps: Rhodopsin Protein blender: Barbershop - CPU-Only mkl-dnn: IP Batch 1D - f32 tungsten: Hair dav1d: Summer Nature 1080p mkl-dnn: Deconvolution Batch deconv_all - f32 npb: LU.C basis: UASTC Level 3 npb: BT.C pgbench: Buffer Test - Normal Load - Read Only appleseed: Disney Material dav1d: Chimera 1080p 10-bit oidn: Memorial build-linux-kernel: Time To Compile mrbayes: Primate Phylogeny Analysis dav1d: Summer Nature 4K appleseed: Emily npb: MG.C hpcg: build-llvm: Time To Compile pyperformance: python_startup deepspeech: CPU svt-av1: Enc Mode 8 - 1080p mlpack: scikit_linearridgeregression svt-av1: Enc Mode 4 - 1080p build-gcc: Time To Compile build-gdb: Time To Compile lzbench: Zstd 8 - Decompression compress-zstd: Compressing ubuntu-16.04.3-server-i386.img, Compression Level 19 mkl-dnn: Convolution Batch conv_googlenet_v3 - u8s8f32 mkl-dnn: Convolution Batch conv_all - u8s8f32 renaissance: Apache Spark Bayes mlpack: scikit_ica lzbench: Zstd 1 - Decompression mlpack: scikit_qda radiance: SMP Parallel build2: Time To Compile himeno: Poisson Pressure Solver tungsten: Water Caustic mkl-dnn: IP Batch All - f32 lzbench: Zstd 8 - Compression renaissance: Scala Dotty renaissance: Apache Spark PageRank basis: ETC1S svt-vp9: Visual Quality Optimized - Bosphorus 1080p radiance: Serial appleseed: Material Tester lzbench: Zstd 1 - Compression pybench: Total For Average Test Times lzbench: Brotli 2 - Compression lzbench: Crush 0 - Decompression scikit-learn: dacapobench: Jython lzbench: Brotli 2 - Decompression pyperformance: float phpbench: PHP Benchmark Suite numpy: nettle: aes256 nettle: poly1305-aes nettle: chacha nettle: sha512 pyperformance: django_template lzbench: Crush 0 - Compression pyperformance: regex_compile smhasher: wyhash smhasher: wyhash mlpack: scikit_svm renaissance: Savina Reactors.IO cloverleaf: Lagrangian-Eulerian Hydrodynamics 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 122.761 54.8190 35.9778 9.898 2.69700 999.544 4.08605 712.201 3917.52 187.168 10.42 7.19 2359.13 3.98 15.2177 55.56 0.560890 9.42591 43.48 34227.724903 33.4469 3.95 43.0983 37.1498 165.96 2.12680 0.60333 4821000 4.44 208.30 51324 4896.41 7.22975 3780.59 47.62 3768.66 3112.36 60.67 74235829 85501851 4.46 40270 3152.41 35.8757 32.3301 29.5153 19650424.333333 98.24 5.72791 50932.88 17.378 260.56 2.23009 11.0726 321.84 1278.25 108883.40 27.981 100761.29 598798.571324 88.856634 70.81 27.97 36.699 134.928 177.89 180.645797 58984.18 25.6303 286.782 11.2 125.11863 49.209 2.39 5.302 1060.578 146.439 1101 10.449 15.7542 2479.28 3662.767 77.41 1147 42.69 230.561 72.151 3404.690861 23.3367 10.6348 74 7414.619 24540.720 54.554 237.57 746.918 189.459653 437 1100 172 419 10.458 4877 613 113 631283 300.73 6159.21 2797.22 1024.975 489.15 47.3 93 167 18.806 17.92 26257.008 1.06 244.745 108.161 66.7352 6.409 4.88966 1948.77 4.61054 1433.47 7839.95 369.287 5.38 3.70 1201.54 2.06 29.9173 28.57 0.843709 16.8253 23.26 45518.593515 17.6604 2.14 23.6042 20.3418 328.81 3.36432 1.15745 2506000 2.32 404.78 25547 9696.92 13.1428 1966.61 27.03 1863.15 6072.57 113.30 38167326 43217939 2.48 21886 5695.58 19.6105 17.7957 16.0514 10276849.521739 175.95 8.68590 23346.56 9.535 456.47 4.49985 18.9840 274.98 1920.74 56744.87 46.708 50787.79 383120.690509 158.77238 58.05 18.41 59.012 134.483 160.59 284.27974 31197.22 13.3529 430.426 11.3 126.07801 33.088 2.25 4.285 1167.683 151.909 1194 10.355 28.4532 4826.71 3150.096 68.19 1180 34.24 242.515 91.641 3398.397455 25.0080 8.90795 76 7556.329 21704.485 56.018 224.01 749.923 162.860353 444 1114 176 428 10.112 4834 651 114 629690 313.76 6133.91 2779.78 1020.093 485.86 47.1 98 168 18.815 17.82 22776.295 1.28 94.1937 42.0758 26.8391 4.115 1.96279 765.745 3.23121 637.374 3497.47 166.984 9.49 6.25 3432.16 3.46 14.0780 50 0.371036 7.69605 38.46 53139.057777 28.7730 3.52 38.3100 33.0490 198.25 1.46232 0.70709 4090000 3.79 246.31 42864 5919.94 6.55374 3283.38 42.87 3194.18 3716.98 69.80 62891312 68762075 4.11 34710 2935.99 32.2474 29.2061 26.2800 16653864.768116 110.67 4.83170 32682.14 15.314 287.80 2.39451 12.6863 323.20 1113.54 74255.67 30.689 71842.34 560887.766696 103.833099 65.40 31.10 40.898 128.848 199.08 197.649505 37089.05 14.9097 308.741 11.2 118.09377 51.917 1.67 6.030 1063.705 144.643 1224 8.203 11.2900 2846.12 2674.175 67.36 1212 30.45 235 74.118 3510.205159 22.0167 6.79509 77 6664.254 20621.229 51.446 265.40 728.361 123.979103 457 1076 181 440 9.127 4547 673 109 649164 330.33 6313.16 2867.48 1051.111 501.98 46.2 101 164 22.678 17.19 21975.122 0.96 49.8437 23.1772 19.8143 7.481 1.13608 496.816 3.11002 320.060 1766.35 86.5391 18.18 12.05 3430.28 6.67 7.92912 90.91 0.394455 4.35817 69.52 24466.911227 53.2304 6.53 68.4241 58.6945 100.47 1.24029 0.36226 7880000 7.19 129.01 84084 3005.48 4.06847 6284.65 71.43 6104.94 1893.72 38.79 119715795 133839896 7.15 64331 1779.15 57.4870 51.7853 45.6121 31821690.550725 66.39 3.65964 70893.41 24.788 187.33 1.63986 7.82706 409.88 881.783 140090.32 19.885 136046.53 909916.490086 68.618272 85.14 34.49 27.309 129.986 221.31 154.980752 69175.12 28.8542 221.515 11.2 122.22468 56.982 1.82 7.033 1005.530 142.695 1124 9.137 7.46050 1517.44 3228.633 63.35 1168 38.35 226.076 62.776 3514.604106 21.5896 9.52466 75 6890.606 23588.397 52.694 233.17 728.246 193.44241 449 1073 176 428 9.392 4711 623 109 649693 321.82 6320.00 2868.69 1051.936 500.98 45.9 96 164 22.677 17.19 26764.941 0.69 298.300 131.088 81.0705 7.042 5.80420 2363.00 4.83875 1874.47 10255.2 484.594 4.37 3.01 1002.09 1.68 39.9985 23.26 0.976730 21.4290 18.87 40894.896756 14.4163 1.75 19.4321 16.7685 433.42 3.99488 1.51168 1912667 1.74 531.98 21403 11821.3 16.5484 1635.78 22.22 1621.48 7189.03 149.39 32424332 36561817 1.88 16981 6721.02 15.3104 13.8526 12.3882 9066471.0434783 229.28 8.8271 22329.34 8.158 589.07 4.75696 22.4866 265.46 1699.69 48143.49 55.209 48617.05 322051.631187 182.557972 55.88 15.80 67.156 147.734 136.86 328.139133 30328.65 13.0138 501.218 11.1 128.40692 27.193 2.46 3.339 1218.874 156.299 1195 11.122 34.6031 5840.26 3477.331 68.78 1184 37.41 241.897 101.716 3405.035897 25.9635 9.30959 74 8286.123 23703.029 58.473 172.82 747.844 179.751505 446 1101 176 430 10.286 5096 655 114 632455 315.14 6164.79 2798.56 1024.493 489.51 47.2 96 167 19.806 17.98 27198.080 1.37 395.441 171.428 105.826 7.819 7.63646 3129.93 5.59275 1875.23 10258.0 484.895 3.41 2.34 765.491 1.31 40.0192 18.18 1.27375 21.4755 14.71 40373.304894 11.3827 1.40 15.5911 13.4918 432.11 5.31087 1.51721 1893333 1.77 531.39 20424 12300.3 16.5516 1571.49 17.94 1545.50 7457.86 149.02 31174576 35085496 1.88 17105 6721.54 15.2796 13.8827 12.4316 8923779.5507246 229.71 10.9014 21149.68 7.810 593.13 5.16658 23.6129 232.35 2201.04 46723.01 58.246 46389.79 313376.779917 194.401843 50.10 12.85 71.770 193.466 132.46 345.389961 28301.13 11.8883 531.152 15.4 135.99744 26.460 2.97 3.309 1398.020 177.772 998 11.430 45.0502 6241.16 3588.692 81.36 973 40.75 299.739 109.699 2823.595364 28.8979 10.1930 64 8634.691 25271.433 67.461 173.18 909.318 188.776756 365 1342 146 353 12.030 5768 542 137 515697 272.12 5024.39 2291.69 837.612 399.99 57.5 82 204 22.131 22004.08 20.89 22798.382 1.49 155.368 69.1431 42.2202 6.451 3.13006 1227.07 4.53821 1042.34 5709.17 269.991 5.52 3.68 2137.03 2.02 22.4243 29.41 0.528632 12.3271 22.69 46503.283040 16.8099 2.02 22.4598 19.3228 321.53 2.23126 1.13586 2583000 2.35 400.96 27126 9374.60 9.90362 2094.53 25.48 2044.24 5864.26 111.82 39776292 44614925 2.51 22074 3966.73 19.3472 17.4223 15.9943 10620968.608695 173.95 5.71439 23859.79 10.325 453.22 4.41366 18.6129 307.75 983.913 58594.50 44.943 56576.12 376860.318615 155.228014 62.32 22.01 57.772 123.702 170.07 276.768654 31633.6 13.9581 433.191 11.0 119.78717 34.636 1.93 4.340 1092.587 139.120 1193 10.330 17.9735 4478.93 2856.850 61.82 1182 31.96 242.002 88.977 3401.157135 24.0874 8.84233 74 6999.497 21743.019 54.790 221.95 746.687 156.605614 445 1103 176 429 9.924 4609 653 115 632431 318.87 6161.42 2795.49 1024.992 488.81 47.3 95 168 25.134 19429.87 17.92 27198.856 1.27 81.1400 36.3716 26.5363 7.155 1.70749 694.324 4.11779 527.017 2871.11 137.734 10.56 7.09 3912.30 3.88 11.6076 55.56 0.369060 6.29647 42.27 37715.216271 31.7318 3.71 40.4325 34.8030 163.32 1.49724 0.58237 4977667 4.5183 207.41 53485 4821.24 5.38402 3969.60 45.45 4005.26 2987.08 59.45 75203729 83894514 4.32 34749 2169.93 34.6919 31.3117 28.9602 20467429.521739 96.41 3.21281 49232.24 18.150 257.01 2.18975 10.6653 358.62 711.389 106268.33 27.226 77470.67 587882.232699 84.844108 73.95 33.06 36.595 124.258 203.10 177.661148 58681.42 26.5910 279.682 10.9 123.38702 51.710 2.08 5.431 996.904 133.444 1100 10.206 11.3282 2377.91 3405.414 74.63 1141 44.53 233.042 70.608 3410.383938 23.1916 10.5239 72 7231.014 24522.220 54.947 256.91 745.686 185.357154 437 1104 172 418 10.449 4806 608 113 632601 304.16 6157.49 2797.43 1025.384 489.42 47.1 91 167 25.129 19424.11 17.77 27972.998 0.93 197.914 87.5434 55.3361 16.92 3.85512 1578.24 4.82603 938.910 5156.69 246.446 6.62 4.57 1497.75 2.55 20.5163 34.48 0.770300 10.9379 27.84 34916.030852 21.7468 2.63 28.9732 25.0678 218.06 3.06590 0.76982 3764000 3.43 272.72 41021 6329.94 8.86913 3144.70 32.53 2984.02 3849.13 78.72 60569696 66895810 3.65 27592 3600.95 28.2032 25.4971 23.2674 17176230.536232 125.35 5.56500 42220.94 14.161 333.40 2.66699 13.6031 272.55 1364.26 85606.53 34.632 65509.98 501697.238231 107.498089 59.51 20.43 45.315 194.504 159.60 222.968514 52832.47 23.1574 347.827 15.4 133.01160 40.548 2.99 4.216 1268.815 169.704 930 10.978 23.7028 3215.17 4199.411 94.45 943 50.10 281.251 86.325 2817.673053 27.3948 11.4215 63 8583.014 28045.920 65.644 206.42 907.757 197.740442 359 1343 142 344 12.549 5802 509 137 519964 262.78 5061.60 2294.74 841.649 401.13 57.5 80 204 22.129 22011.20 21.09 28596.105 1.00 108.568 49.8744 31.9893 4.423 2.27526 878.390 3.59218 702.065 3880.44 188.611 8.69 5.72 3128.39 3.17 16.5906 45.45 0.458422 8.46273 34.48 11704.231804 26.4010 3.25 35.1495 30.3458 213.36 1.74515 0.81434 3654000 3.53 265.41 40326 6183.11 7.61595 3210.52 40 3025.11 3852.37 74.96 61170651 66225641 3.79 33014 3293.94 30.1057 27.1952 24.5503 20246604.623188 118.09 5.56304 31426.53 14.562 304.79 2.86715 12.7104 537.84 1292.62 69606.84 30.634 69347.58 567696.505912 106.643392 81.60 27.35 36.367 143.348 256.60 196.929786 35376.11 14.1623 281.678 17.7 123.85252 53.819 1.99 6.389 994.583 134.824 1298 8.380 13.4504 2967.92 2743.623 54.91 1299 32.65 219.836 66.415 3866.090988 21.5517 7.54439 84 6970.904 21015.543 47.653 282.18 665.7 124.147301 508 951 196 509 9.661 4321 721 94.5 734339 367.56 7070.60 3207.98 1172.153 550.93 49.9 109 157 18.508 26298.77 15.78 25186.666 1.14 127.981 84.2175 1318.00 27.68 3.62735 954.767 157.223 13.51 8.88 793.209 4.68 66.67 1713.58 11345.076929 35.3155 41.4899 35.6685 119.01 2.63632 0.59390 2326200 5.97 154.47 42433 4299.20 3034.12 33.33 2941.91 2764.35 47.47 96364625 95898153 6.69 45515 41.7466 37.3400 37.1294 13233839 70.84 17.617 195.89 2.37268 7.50642 719.55 2132.72 80113.17 19.621 724726.946018 68.444995 141.78 19.80 74.536 343.56 137.289499 43604.45 15.2996 226.933 7.78 62.95147 1.40 660.652 85.510 1873 155.004 1124.28 15278.7 2116.295 50.18 1707 53.87 170.557 4916.360177 17.1868 9.42693 105 5194.603 16952.733 41.104 558.709 133.89348 545 894 213 504 8.569 3965 744 103 649646 370.74 42.1 109 150 20.41 13698.214 0.88 OpenBenchmarking.org
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
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
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
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
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
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: 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: 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: 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_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
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
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
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
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
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
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
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_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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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: 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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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: 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_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
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
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
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
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
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
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
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
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 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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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: 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
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
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
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
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
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
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
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
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
Phoronix Test Suite v10.8.5