Xeon & EPYC Tests

Various Server CPU benchmarks

HTML result view exported from: https://openbenchmarking.org/result/2010047-VE-2009185VE58&sro&grs.

Xeon & EPYC TestsProcessorMotherboardChipsetMemoryDiskGraphicsMonitorNetworkAudioOSKernelDesktopDisplay ServerDisplay DriverCompilerFile-SystemScreen ResolutionOpenGL2 x Xeon Gold 5220RXeon Gold 5220RXeon Platinum 82802 x Xeon Platinum 8280Xeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216Xeon W-3275M2 x Xeon Platinum 8275CL2 x Xeon Platinum 8275CL NUMA offEPYC 2 7R322 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA offXeon Platinum 8259CL2 x Intel Xeon Gold 5220R @ 3.90GHz (36 Cores / 72 Threads)GIGABYTE MD61-SC2-00 v01000100 (T15 BIOS)Intel Sky Lake-E DMI3 Registers12 x 32 GB DDR4-2933MT/s HMA84GR7CJR4N-WM280GB INTEL SSDPED1D280GAASPEEDVE2282 x Intel X722 for 1GbE + 2 x QLogic FastLinQ QL41000 10/25/40/50GbEUbuntu 20.045.4.0-18-generic (x86_64)GNOME Shell 3.36.0X Server 1.20.7modesetting 1.20.7GCC 9.3.0ext41920x1080Intel Xeon Gold 5220R @ 3.90GHz (18 Cores / 36 Threads)6 x 32 GB DDR4-2933MT/s HMA84GR7CJR4N-WM1024x768Intel 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-WMIntel Xeon Gold 5218 @ 3.90GHz (16 Cores / 32 Threads)6 x 32 GB DDR4-2933MT/s HMA84GR7CJR4N-WM2 x VE2281920x1080Intel Xeon Silver 4216 @ 3.20GHz (16 Cores / 32 Threads)3 x VE228Intel Xeon Gold 6226R @ 3.90GHz (16 Cores / 32 Threads)4 x VE2282 x Intel Xeon Gold 6226R @ 3.90GHz (32 Cores / 64 Threads)12 x 32 GB DDR4-2933MT/s HMA84GR7CJR4N-WM5 x VE2282 x Intel Xeon Silver 4216 @ 3.20GHz (32 Cores / 64 Threads)6 x VE228Intel Xeon W-3275M @ 4.60GHz (28 Cores / 56 Threads)Supermicro X11SPA-T v1.01 (3.1 BIOS)188GB2 x 1024GB Samsung SSD 970 PRO 1TBeVGA NVIDIA GeForce RTX 2080 Ti 11GB (1350/7000MHz)Realtek ALC888-VDBenQ SW271Intel I210 + Aquantia AQC107 NBase-T/IEEEUbuntu 19.105.3.0-46-generic (x86_64)GNOME Shell 3.34.3X Server 1.20.5NVIDIA 430.504.6.0GCC 9.2.1 20191008 + CUDA 10.13840x21602 x Intel Xeon Platinum 8275CL @ 3.90GHz (48 Cores / 96 Threads)ASRockRack EP2C621D12 WS (P2.10 BIOS)32 GB + 32 GB + 16384 MB + 32 GB + 16384 MB + 32 GB + 32 GB + 32 GB DDR4-3200MT/s256GB TOSHIBA THNSNJ25 + 600GB INTEL SSDSC2BB60 + 6001GB HGST HUS726060ALllvmpipe 220GBCreative Labs EMU20k2DELL UP2516D4 x Intel X722 for 1GbE5.3.0-55-generic (x86_64)GNOME Shell 3.34.1X Server3.3 Mesa 19.2.1 (LLVM 9.0 256 bits)GCC 9.2.1 201910082560x14403.3 Mesa 19.2.8 (LLVM 9.0 256 bits)AMD EPYC 7R32 48-Core @ 2.80GHz (48 Cores / 96 Threads)Supermicro H11SSL-i v2.00 (2.1 BIOS)AMD Starship/Matisse8 x 16384 MB DDR4-3200MT/s HMA82GR7CJR8N-XN32GB Mass Storage + 256GB TOSHIBA THNSNJ25 + 600GB INTEL SSDSC2BB60 + 6001GB HGST HUS726060ALllvmpipe 126GBCrystal View2 x Intel I2105.3.0-64-generic (x86_64)3.3 Mesa 19.2.8 (LLVM 9.0 128 bits)800x6002 x Intel Xeon Platinum 8259L @ 3.50GHz (48 Cores / 96 Threads)ASRockRack EP2C621D16-4LP (P2.20 BIOS)Intel Sky Lake-E DMI3 Registers12 x 16384 MB DDR4-3200MT/s Hynix HMA82GR7CJR8N-XN256GB TOSHIBA THNSNJ25llvmpipe 188GBNVIDIA Device 10f8DELL UP2516D4 x Intel X722 for 1GbE3.3 Mesa 19.2.8 (LLVM 9.0 256 bits)2560x1440Intel Xeon Platinum 8259L @ 3.50GHz (24 Cores / 48 Threads)6 x 16384 MB DDR4-3200MT/s Hynix HMA82GR7CJR8N-XNllvmpipe 93GBOpenBenchmarking.orgCompiler 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- 2 x Xeon Platinum 8275CL: --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- 2 x Xeon Platinum 8275CL NUMA off: --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- EPYC 2 7R32: --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- 2 x Xeon Platinum 8259CL: --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- 2 x Xeon Platinum 8259CL NUMA off: --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- Xeon Platinum 8259CL: --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 -vProcessor 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- 2 x Xeon Platinum 8275CL: Scaling Governor: intel_pstate powersave - CPU Microcode: 0x500002b- 2 x Xeon Platinum 8275CL NUMA off: Scaling Governor: intel_pstate powersave - CPU Microcode: 0x500002c- EPYC 2 7R32: Scaling Governor: acpi-cpufreq ondemand - CPU Microcode: 0x8301034- 2 x Xeon Platinum 8259CL: Scaling Governor: intel_pstate powersave - CPU Microcode: 0x4002f01- 2 x Xeon Platinum 8259CL NUMA off: Scaling Governor: intel_pstate powersave - CPU Microcode: 0x4002f01- Xeon Platinum 8259CL: Scaling Governor: intel_pstate powersave - CPU Microcode: 0x4002f01Java 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)- 2 x Xeon Platinum 8275CL: OpenJDK Runtime Environment (build 11.0.7+10-post-Ubuntu-2ubuntu219.10)- 2 x Xeon Platinum 8275CL NUMA off: OpenJDK Runtime Environment (build 11.0.7+10-post-Ubuntu-2ubuntu219.10)- EPYC 2 7R32: OpenJDK Runtime Environment (build 11.0.7+10-post-Ubuntu-2ubuntu219.10)- 2 x Xeon Platinum 8259CL: OpenJDK Runtime Environment (build 11.0.7+10-post-Ubuntu-2ubuntu219.10)- 2 x Xeon Platinum 8259CL NUMA off: OpenJDK Runtime Environment (build 11.0.7+10-post-Ubuntu-2ubuntu219.10)- Xeon Platinum 8259CL: OpenJDK Runtime Environment (build 11.0.7+10-post-Ubuntu-2ubuntu219.10)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- 2 x Xeon Platinum 8275CL: Python 2.7.17 + Python 3.7.5- 2 x Xeon Platinum 8275CL NUMA off: Python 2.7.17 + Python 3.7.5- EPYC 2 7R32: Python 2.7.17 + Python 3.7.5- 2 x Xeon Platinum 8259CL: Python 2.7.17 + Python 3.7.5- 2 x Xeon Platinum 8259CL NUMA off: Python 2.7.17 + Python 3.7.5- Xeon Platinum 8259CL: Python 2.7.17 + Python 3.7.5Security 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- 2 x Xeon Platinum 8275CL: 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 8275CL NUMA off: 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- EPYC 2 7R32: 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 IBRS_FW STIBP: conditional RSB filling + srbds: Not affected + tsx_async_abort: Not affected- 2 x Xeon Platinum 8259CL: 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 + srbds: Not affected + tsx_async_abort: Mitigation of TSX disabled- 2 x Xeon Platinum 8259CL NUMA off: 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 + srbds: Not affected + tsx_async_abort: Mitigation of TSX disabled- Xeon Platinum 8259CL: 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 + srbds: Not affected + tsx_async_abort: Mitigation of TSX disabledOpenCL Details- Xeon W-3275M: GPU Compute Cores: 4352

Xeon & EPYC Testsmkl-dnn: Convolution Batch conv_googlenet_v3 - u8s8f32arrayfire: Conjugate Gradient CPUarrayfire: BLAS CPUmkl-dnn: Convolution Batch conv_alexnet - f32mkl-dnn: Convolution Batch conv_all - u8s8f32mkl-dnn: Convolution Batch conv_googlenet_v3 - f32mkl-dnn: Convolution Batch conv_alexnet - u8s8f32mkl-dnn: Convolution Batch conv_all - f32mkl-dnn: Deconvolution Batch deconv_3d - f32mkl-dnn: IP Batch All - u8s8f32mkl-dnn: Convolution Batch conv_alexnet - bf16bf16bf16mkl-dnn: Convolution Batch conv_all - bf16bf16bf16mkl-dnn: Convolution Batch conv_googlenet_v3 - bf16bf16bf16ospray: NASA Streamlines - Path Tracerospray: XFrog Forest - SciVisospray: XFrog Forest - Path Tracermkl-dnn: Convolution Batch conv_3d - bf16bf16bf16ospray: NASA Streamlines - SciVismkl-dnn: Deconvolution Batch deconv_3d - bf16bf16bf16ospray: San Miguel - SciVisembree: Pathtracer ISPC - Crownospray: San Miguel - Path Tracerhpcg: embree: Pathtracer ISPC - Asian Dragonembree: Pathtracer ISPC - Asian Dragon Objmkl-dnn: Deconvolution Batch deconv_1d - f32luxcorerender: Rainbow Colors and Prismblender: Classroom - CPU-Onlynamd: ATPase Simulation - 327,506 Atomsluxcorerender: DLSCmkl-dnn: Deconvolution Batch deconv_1d - bf16bf16bf16john-the-ripper: MD5blender: Pabellon Barcelona - CPU-Onlyjohn-the-ripper: Blowfishmkl-dnn: Convolution Batch conv_3d - u8s8f32intel-mpi: IMB-P2P PingPongmkl-dnn: Deconvolution Batch deconv_1d - u8s8f32npb: EP.Dospray: Magnetic Reconnection - SciVisnpb: EP.Cmkl-dnn: Deconvolution Batch deconv_all - bf16bf16bf16mkl-dnn: Deconvolution Batch deconv_3d - u8s8f32blender: BMW27 - CPU-Onlyembree: Pathtracer - Crownstockfish: Total Timeasmfish: 1024 Hash Memory, 26 Depthv-ray: CPUembree: Pathtracer - Asian Dragonembree: Pathtracer - Asian Dragon Objblender: Fishy Cat - CPU-Onlymkl-dnn: IP Batch 1D - bf16bf16bf16mkl-dnn: IP Batch 1D - f32npb: SP.Bblender: Barbershop - CPU-Onlylammps: Rhodopsin Proteinappleseed: Disney Materialmkl-dnn: Deconvolution Batch deconv_all - f32tungsten: Hairbasis: UASTC Level 3npb: LU.Cbuild-linux-kernel: Time To Compilenpb: BT.Cdav1d: Summer Nature 1080ppgbench: Buffer Test - Normal Load - Read Onlymkl-dnn: IP Batch All - f32dav1d: Chimera 1080p 10-bitoidn: Memorialbuild-llvm: Time To Compilenpb: MG.Cdav1d: Summer Nature 4Kappleseed: Emilysvt-av1: Enc Mode 8 - 1080psvt-av1: Enc Mode 4 - 1080pmrbayes: Primate Phylogeny Analysispyperformance: python_startupmlpack: scikit_qdapgbench: Buffer Test - Normal Load - Read Writemlpack: scikit_icadeepspeech: CPUbuild2: Time To Compilemlpack: scikit_linearridgeregressionsvt-vp9: Visual Quality Optimized - Bosphorus 1080pbuild-gcc: Time To Compilebuild-gdb: Time To Compileappleseed: Material Testernettle: poly1305-aesnettle: chachanettle: aes256lzbench: Crush 0 - Decompressionphpbench: PHP Benchmark Suitepyperformance: floatpyperformance: django_templatescikit-learn: lzbench: Brotli 2 - Decompressionbasis: ETC1Slzbench: Zstd 1 - Compressionpybench: Total For Average Test Timessmhasher: wyhashsmhasher: wyhashnumpy: lzbench: Zstd 8 - Decompressioncompress-zstd: Compressing ubuntu-16.04.3-server-i386.img, Compression Level 19mlpack: scikit_svmlzbench: Brotli 2 - Compressionlzbench: Zstd 1 - Decompressionnettle: sha512himeno: Poisson Pressure Solverradiance: Serialradiance: SMP Parallellzbench: Crush 0 - Compressionrenaissance: Apache Spark PageRankpyperformance: regex_compiledacapobench: Jythontungsten: Water Causticlzbench: Zstd 8 - Compressionrenaissance: Scala Dottyrenaissance: Savina Reactors.IOrenaissance: Apache Spark Bayescloverleaf: Lagrangian-Eulerian Hydrodynamics2 x Xeon Gold 5220RXeon Gold 5220RXeon Platinum 82802 x Xeon Platinum 8280Xeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216Xeon W-3275M2 x Xeon Platinum 8275CL2 x Xeon Platinum 8275CL NUMA offEPYC 2 7R322 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA offXeon Platinum 8259CL15.75429.8982359.13122.7612479.2854.819035.9778999.5442.697004.08605712.2013917.52187.16810.427.193.9815.217755.569.4259143.4833.44693.9525.630343.098337.14982.126804.46165.960.603334.447.229754821000208.30513244896.4119650424.3333330.5608903780.5947.623768.663152.413112.3660.6729.515374235829855018514027035.875732.330198.245.727912.2300950932.88260.5617.37888.8566341278.2511.072627.981108883.4036.699100761.29321.84598798.57132410.634870.8127.97286.78258984.18177.89180.64579749.2095.302134.92811.242.6934227.72490377.41125.1186372.1512.39237.571060.578146.439189.4596532797.221024.9756159.2141963128311347.310.45861354.554437110018.806300.73110110.44917.921721147489.153404.690861746.918230.5619324540.720167487723.3367747414.61926257.0083662.7671.0628.45326.4091201.54244.7454826.71108.16166.73521948.774.889664.610541433.477839.95369.2875.383.702.0629.917328.5716.825323.2617.66042.1413.352923.604220.34183.364322.48328.811.157452.3213.14282506000404.78255479696.9210276849.5217390.8437091966.6127.031863.155695.586072.57113.3016.051438167326432179392188619.610517.7957175.958.685904.4998523346.56456.479.535158.772381920.7418.984046.70856744.8759.01250787.79274.98383120.6905098.9079558.0518.41430.42631197.22160.59284.2797433.0884.285134.48311.334.2445518.59351568.19126.0780191.6412.25224.011167.683151.909162.8603532779.781020.0936133.9142862969011447.110.11265156.018444111418.815313.76119410.35517.821761180485.863398.397455749.923242.5159821704.485168483425.0080767556.32922776.2953150.0961.2811.29004.1153432.1694.19372846.1242.075826.8391765.7451.962793.23121637.3743497.47166.9849.496.253.4614.0780507.6960538.4628.77303.5214.909738.310033.04901.462324.11198.250.707093.796.553744090000246.31428645919.9416653864.7681160.3710363283.3842.873194.182935.993716.9869.8026.280062891312687620753471032.247429.2061110.674.831702.3945132682.14287.8015.314103.8330991113.5412.686330.68974255.6740.89871842.34323.20560887.7666966.7950965.4031.10308.74137089.05199.08197.64950551.9176.030128.84811.230.4553139.05777767.36118.0937774.1181.67265.401063.705144.643123.9791032867.481051.1116313.1644064916410946.29.12767351.446457107622.678330.3312248.20317.191811212501.983510.205159728.36123510120621.229164454722.0167776664.25421975.1222674.1750.967.460507.4813430.2849.84371517.4423.177219.8143496.8161.136083.11002320.0601766.3586.539118.1812.056.677.9291290.914.3581769.5253.23046.5328.854268.424158.69451.240297.15100.470.362267.194.068477880000129.01840843005.4831821690.5507250.3944556284.6571.436104.941779.151893.7238.7945.61211197157951338398966433157.487051.785366.393.659641.6398670893.41187.3324.78868.618272881.7837.8270619.885140090.3227.309136046.53409.88909916.4900869.5246685.1434.49221.51569175.12221.31154.98075256.9827.033129.98611.238.3524466.91122763.35122.2246862.7761.82233.171005.530142.695193.442412868.691051.9366320.0042864969310945.99.39262352.694449107322.677321.8211249.13717.191761168500.983514.604106728.246226.0769623588.397164471121.5896756890.60626764.9413228.6330.6934.60317.0421002.09298.3005840.26131.08881.07052363.005.804204.838751874.4710255.2484.5944.373.011.6839.998523.2621.429018.8714.41631.7513.013819.432116.76853.994881.88433.421.511681.7416.54841912667531.982140311821.39066471.04347830.9767301635.7822.221621.486721.027189.03149.3912.388232424332365618171698115.310413.8526229.288.82714.7569622329.34589.078.158182.5579721699.6922.486655.20948143.4967.15648617.05265.46322051.6311879.3095955.8815.80501.21830328.65136.86328.13913327.1933.339147.73411.137.4140894.89675668.78128.40692101.7162.46172.821218.874156.299179.7515052798.561024.4936164.7943063245511447.210.28665558.473446110119.806315.14119511.12217.981761184489.513405.035897747.844241.8979623703.029167509625.9635748286.12327198.0803477.3311.3745.05027.819765.491395.4416241.16171.428105.8263129.937.636465.592751875.2310258.0484.8953.412.341.3140.019218.1821.475514.7111.38271.4011.888315.591113.49185.310871.88432.111.517211.7716.55161893333531.392042412300.38923779.55072461.273751571.4917.941545.506721.547457.86149.0212.431631174576350854961710515.279613.8827229.7110.90145.1665821149.68593.137.810194.4018432201.0423.612958.24646723.0171.77046389.79232.35313376.77991710.193050.1012.85531.15228301.13132.46345.38996126.4603.309193.46615.440.7540373.30489481.36135.99744109.6992.97173.181398.020177.772188.7767562291.69837.6125024.3935351569713757.512.03054267.461365134222.13122004.08272.1299811.43020.89146973399.992823.595364909.318299.7398225271.433204576828.8979648634.69122798.3823588.6921.4917.97356.4512137.03155.3684478.9369.143142.22021227.073.130064.538211042.345709.17269.9915.523.682.0222.424329.4112.327122.6916.80992.0213.958122.459819.32282.231262.51321.531.135862.359.903622583000400.96271269374.6010620968.6086950.5286322094.5325.482044.243966.735864.26111.8215.994339776292446149252207419.347217.4223173.955.714394.4136623859.79453.2210.325155.228014983.91318.612944.94358594.5057.77256576.12307.75376860.3186158.8423362.3222.01433.19131633.6170.07276.76865434.6364.340123.70211.031.9646503.28304061.82119.7871788.9771.93221.951092.587139.120156.6056142795.491024.9926161.4242963243111547.39.92465354.790445110325.13419429.87318.87119310.33017.921761182488.813401.157135746.687242.0029521743.019168460924.0874746999.49727198.8562856.8501.2711.32827.1553912.3081.14002377.9136.371626.5363694.3241.707494.11779527.0172871.11137.73410.567.093.8811.607655.566.2964742.2731.73183.7126.591040.432534.80301.497244.32163.320.582374.51835.384024977667207.41534854821.2420467429.5217390.3690603969.6045.454005.262169.932987.0859.4528.960275203729838945143474934.691931.311796.413.212812.1897549232.24257.0118.15084.844108711.38910.665327.226106268.3336.59577470.67358.62587882.23269910.523973.9533.06279.68258681.42203.10177.66114851.7105.431124.25810.944.5337715.21627174.63123.3870270.6082.08256.91996.904133.444185.3571542797.431025.3846157.4941863260111347.110.44960854.947437110425.12919424.11304.16110010.20617.771721141489.423410.383938745.686233.0429124522.220167480623.1916727231.01427972.9983405.4140.9323.702816.921497.75197.9143215.1787.543455.33611578.243.855124.82603938.9105156.69246.4466.624.572.5520.516334.4810.937927.8421.74682.6323.157428.973225.06783.065903.65218.060.769823.438.869133764000272.72410216329.9417176230.5362320.7703003144.7032.532984.023600.953849.1378.7223.267460569696668958102759228.203225.4971125.355.565002.6669942220.94333.4014.161107.4980891364.2613.603134.63285606.5345.31565509.98272.55501697.23823111.421559.5120.43347.82752832.47159.60222.96851440.5484.216194.50415.450.1034916.03085294.45133.0116086.3252.99206.421268.815169.704197.7404422294.74841.6495061.6034451996413757.512.54950965.644359134322.12922011.20262.7893010.97821.09142943401.132817.673053907.757281.2518028045.920204580227.3948638583.01428596.1054199.4111.0013.45044.4233128.39108.5682967.9249.874431.9893878.3902.275263.59218702.0653880.44188.6118.695.723.1716.590645.458.4627334.4826.40103.2514.162335.149530.34581.745153.79213.360.814343.537.615953654000265.41403266183.1120246604.6231880.4584223210.52403025.113293.943852.3774.9624.550361170651662256413301430.105727.1952118.095.563042.8671531426.53304.7914.562106.6433921292.6212.710430.63469606.8436.36769347.58537.84567696.5059127.5443981.6027.35281.67835376.11256.60196.92978653.8196.389143.34817.732.6511704.23180454.91123.8525266.4151.99282.18994.583134.824124.1473013207.981172.1537070.6050973433994.549.99.66172147.65350895118.50826298.77367.5612988.38015.781961299550.933866.090988665.7219.83610921015.543157432121.5517846970.90425186.6662743.6231.1417.754913.226259.0179.11092023.4733.630559.90401206.221.173855.36708348.2431919.5093.359617.0211.366.258.7123482.624.3795263.5449.04615.828.4140538.765836.66521.331097.09108.976.733.969067388333139.11777713250.8935954425.3623190.35536250.881730.802059.0341.6841.78991098743071195499015832640.078735.667669.934.103691.95992189.5522.30168.606542981.0588.2906721.06027.100422.89629984.51425319.103090.2815.06218.050218.14152.90204955.3745.243125.86762.023890.77088253.50113.1439664.5032.36191.66966.599128.950189.2961662785.991025.6036172.5543464017311.06559252.608439113326.08618770.15338.44105310.94516.871701099487.553440.518277753.635232.6959424505.962468522.7599736733.16026906.8865185.62110.48419.6546325.0757.51111708.0525.053330.6427650.9811.172783.84746348.3261918.2893.284216.9511.366.248.6470783.334.3600266.6749.95595.876.3297151.874144.71511.251167.31108.946.753.965107350667139.00783273252.4835888907.9855070.35471458.821705.352057.9341.7241.39441084125141030339555852545.767440.850270.044.060411.63599190.0120.98468.202167910.1428.1933720.99429.258406.66725740.72379512.682090.7819.55244.910216.86152.09368156.1225.942124.29757.253197.74295453.66138.2562964.4212.46228.381032.978145.510194.8468612803.551027.5926184.2043263902611.49058253.135443112326.12918775.94315.6699910.28918.421721090490.263430.766164753.433227.1599524666.363475922.7088757042.35427361.5974510.830730.30635.13990.79896.688111728.842.54131301.36710.1402.20471149.33916.6011.035.8576.9258.8245.18694.7317.060852.354145.43302.225408.12101.340.486147.283972000132.04664753076.7620348261.0289851131.133570.46403485.991899.2441.7647.64641167650281132789776289752.953247.580665.671.6756051225.18177.7920.82162.4310471485.477.6745519.19399821.8924.005106415.53676.16891303.1219438.88390140.1428.71200.03949330.15321.17147.68585654.4725.71492.36116.339.546105.72895749.4772.8159959.9561.79291.17849.192108.675175.1937082046.35750.3574665.3338050052466.410.41956454.3104181226323.5812669.23015.161651148478.093769.723664730.7219.6528121641.954213524622.3247836577.34319303.5613057.0590.368.747948.4305319.5856.64651793.7525.772222.3830559.4681.266493.04866399.2982197.81106.89315.62510.425.719.2066576.924.8719462.546.17575.5827.106059.056350.97691.257956.40124.590.445515.884.490396554667158.13708883551.3831988149.2463770.3762225310.1662.55052.631904.282238.0547.6338.12221035138531199123575180346.792042.761379.004.489181.5768753978.90211.3322.53573.581913739.1639.2621723.088120961.9127.581104107.99431.76795715.3113559.9766989.5533.89232.05363393.35215.64161.84631453.0405.955139.75011.342.884009.40533158.48117.7261366.6672.30229.911012.035129.689185.2297342497.86917.7505513.0839457348312364.212.45955157.826399125224.15120225.18310.4010119.94918.761571027437.623147.907521841.647258.3438825275.159200517224.5437697256.92028107.0363495.6120.787.636517.6045650.7155.35651734.2025.067219.3723461.9351.263952.78193399.3082198.18106.71415.5410.325.719.1875176.924.8568961.5846.41845.5416.517159.050250.86481.225895.52124.670.454225.864.465236608333157.99709553548.6032444647.4347830.3614145284.3462.55059.021904.452252.6748.0038.10331041066761050706065305146.908442.494679.224.464401.5372938493.57211.3721.88773.216224743.6959.0907323.14794642.9929.27684766.14400.24790827.5724646.6584288.6633.10244.94043490.15212.99163.70723252.3145.996141.89822.641.293168.73208157.69135.0510069.1952.42229.531073.762146.435197.2937742516.87917.5055523.3139657434812364.112.95454358.280407125324.15420231.58293.5396610.29419.621591032438.233130.858713841.323255.5888625636.694200516124.7792717566.34228251.8283813.7460.6312.70594.6772950.16107.8043402.0748.064030.8800874.2012.200533.43236796.7534364.00207.9118.095.382.9617.321743.489.3710732.9724.72673.0013.642532.908828.29281.639283.30246.810.869253.047.982923384000305.20355997095.6216759832.260870.4156142677.6437.042641.323368.214426.0686.8921.382954437117593507942906126.063823.7192134.225.699002.6997724288.34350.4713.040120.1693461029.2414.804635.98365522.4641.13751975.35353.78512031.4192317.8907167.3327.99317.61033490.03205.63219.319746.8735.112138.84611.431.985941.31814161.20117.3569276.1472.00256.241067.641132.228127.9962962492.48920.5135517.0240456979312264.112.08858757.399410125024.18720221.25321.1310899.67218.671601061436.733152.501437842.099273.1259122226.845200501225.3555717200.75226711.1733017.3251.11OpenBenchmarking.org

MKL-DNN DNNL

Harness: Convolution Batch conv_googlenet_v3 - Data Type: u8s8f32

OpenBenchmarking.orgms, Fewer Is BetterMKL-DNN DNNL 1.1Harness: Convolution Batch conv_googlenet_v3 - Data Type: u8s8f322 x Xeon Gold 5220R2 x Xeon Gold 6226R2 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 82802 x Xeon Silver 4216EPYC 2 7R32Xeon Gold 5218Xeon Gold 5220RXeon Gold 6226RXeon Platinum 8259CLXeon Platinum 8280Xeon Silver 4216Xeon W-3275M160320480640800SE +/- 0.00643, N = 3SE +/- 0.01218, N = 3SE +/- 0.02555, N = 3SE +/- 0.01740, N = 3SE +/- 0.29660, N = 3SE +/- 0.02611, N = 3SE +/- 0.03597, N = 3SE +/- 0.01146, N = 3SE +/- 7.24186, N = 3SE +/- 0.01482, N = 3SE +/- 0.02138, N = 3SE +/- 0.01762, N = 3SE +/- 0.00834, N = 3SE +/- 0.01386, N = 3SE +/- 0.02504, N = 3SE +/- 0.01662, N = 315.7542011.328208.747947.6365117.7549010.484107.4605023.70280730.3060034.6031028.4532017.9735012.7059011.2900045.0502013.45040MIN: 698.321. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl

ArrayFire

Test: Conjugate Gradient CPU

OpenBenchmarking.orgms, Fewer Is BetterArrayFire 3.7Test: Conjugate Gradient CPU2 x Xeon Gold 5220R2 x Xeon Gold 6226R2 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 82802 x Xeon Silver 4216EPYC 2 7R32Xeon Gold 5218Xeon Gold 5220RXeon Gold 6226RXeon Platinum 8259CLXeon Platinum 8280Xeon Silver 4216Xeon W-3275M816243240SE +/- 0.099, N = 15SE +/- 0.072, N = 15SE +/- 0.091, N = 15SE +/- 0.243, N = 15SE +/- 0.220, N = 3SE +/- 0.272, N = 15SE +/- 0.086, N = 6SE +/- 0.372, N = 15SE +/- 0.217, N = 3SE +/- 0.069, N = 9SE +/- 0.094, N = 3SE +/- 0.026, N = 3SE +/- 0.022, N = 3SE +/- 0.067, N = 3SE +/- 0.047, N = 3SE +/- 0.075, N = 159.8987.1558.4307.60413.2209.6547.48116.92035.1307.0426.4096.4514.6774.1157.8194.4231. (CXX) g++ options: -rdynamic

ArrayFire

Test: BLAS CPU

OpenBenchmarking.orgGFLOPS, More Is BetterArrayFire 3.7Test: BLAS CPU2 x Xeon Gold 5220R2 x Xeon Gold 6226R2 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 82802 x Xeon Silver 4216EPYC 2 7R32Xeon Gold 5218Xeon Gold 5220RXeon Gold 6226RXeon Platinum 8259CLXeon Platinum 8280Xeon Silver 4216Xeon W-3275M14002800420056007000SE +/- 3.91, N = 3SE +/- 31.78, N = 3SE +/- 122.72, N = 12SE +/- 14.66, N = 3SE +/- 61.47, N = 3SE +/- 4.90, N = 3SE +/- 20.06, N = 3SE +/- 0.79, N = 3SE +/- 6.50, N = 3SE +/- 0.62, N = 3SE +/- 0.37, N = 3SE +/- 4.16, N = 3SE +/- 1.09, N = 3SE +/- 25.11, N = 3SE +/- 1.52, N = 3SE +/- 30.40, N = 32359.133912.305319.585650.716259.016325.073430.281497.75990.801002.091201.542137.032950.163432.16765.493128.391. (CXX) g++ options: -rdynamic

MKL-DNN DNNL

Harness: Convolution Batch conv_alexnet - Data Type: f32

OpenBenchmarking.orgms, Fewer Is BetterMKL-DNN DNNL 1.1Harness: Convolution Batch conv_alexnet - Data Type: f322 x Xeon Gold 5220R2 x Xeon Gold 6226R2 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 82802 x Xeon Silver 4216EPYC 2 7R32Xeon Gold 5218Xeon Gold 5220RXeon Gold 6226RXeon Platinum 8259CLXeon Platinum 8280Xeon Silver 4216Xeon W-3275M90180270360450SE +/- 0.04, N = 3SE +/- 0.03, N = 3SE +/- 0.23, N = 3SE +/- 0.20, N = 3SE +/- 0.88, N = 3SE +/- 0.79, N = 3SE +/- 0.08, N = 3SE +/- 0.04, N = 3SE +/- 1.13, N = 3SE +/- 0.11, N = 3SE +/- 0.16, N = 3SE +/- 0.05, N = 3SE +/- 0.12, N = 3SE +/- 0.06, N = 3SE +/- 0.95, N = 3SE +/- 0.11, N = 3122.7681.1456.6555.3679.1157.5149.84197.9196.69298.30244.75155.37107.8094.19395.44108.57MIN: 121.68MIN: 79.72MIN: 74.84MIN: 195.97MIN: 93.63MIN: 297.84MIN: 242.31MIN: 154.79MIN: 106.14MIN: 93.73MIN: 390.56MIN: 102.461. (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.orgms, Fewer Is BetterMKL-DNN DNNL 1.1Harness: Convolution Batch conv_all - Data Type: u8s8f322 x Xeon Gold 5220R2 x Xeon Gold 6226R2 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 82802 x Xeon Silver 4216EPYC 2 7R32Xeon Gold 5218Xeon Gold 5220RXeon Gold 6226RXeon Platinum 8259CLXeon Platinum 8280Xeon Silver 4216Xeon W-3275M3K6K9K12K15KSE +/- 2.07, N = 3SE +/- 10.67, N = 3SE +/- 1.51, N = 3SE +/- 0.82, N = 3SE +/- 3.97, N = 3SE +/- 0.40, N = 3SE +/- 3.12, N = 3SE +/- 23.72, N = 3SE +/- 19.01, N = 3SE +/- 1.57, N = 3SE +/- 4.48, N = 3SE +/- 7.74, N = 3SE +/- 4.13, N = 3SE +/- 1.24, N = 3SE +/- 4.87, N = 3SE +/- 15.10, N = 32479.282377.911793.751734.202023.471708.051517.443215.1711728.805840.264826.714478.933402.072846.126241.162967.92MIN: 3181.24MIN: 11565.1MIN: 5831.48MIN: 4806.63MIN: 4461.44MIN: 3393.59MIN: 2813.78MIN: 6214.68MIN: 2893.121. (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.orgms, Fewer Is BetterMKL-DNN DNNL 1.1Harness: Convolution Batch conv_googlenet_v3 - Data Type: f322 x Xeon Gold 5220R2 x Xeon Gold 6226R2 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 82802 x Xeon Silver 4216EPYC 2 7R32Xeon Gold 5218Xeon Gold 5220RXeon Gold 6226RXeon Platinum 8259CLXeon Platinum 8280Xeon Silver 4216Xeon W-3275M4080120160200SE +/- 0.06, N = 3SE +/- 0.01, N = 3SE +/- 0.10, N = 3SE +/- 0.02, N = 3SE +/- 0.17, N = 3SE +/- 0.01, N = 3SE +/- 0.09, N = 3SE +/- 0.04, N = 3SE +/- 0.19, N = 3SE +/- 0.03, N = 3SE +/- 0.24, N = 3SE +/- 0.07, N = 3SE +/- 0.04, N = 3SE +/- 0.02, N = 3SE +/- 0.06, N = 3SE +/- 0.07, N = 354.8236.3725.7725.0733.6325.0523.1887.5442.54131.09108.1669.1448.0642.08171.4349.87MIN: 54.08MIN: 34.65MIN: 32.49MIN: 86.64MIN: 40.72MIN: 130.56MIN: 106.43MIN: 68.48MIN: 47.62MIN: 41.31MIN: 170.75MIN: 44.781. (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.orgms, Fewer Is BetterMKL-DNN DNNL 1.1Harness: Convolution Batch conv_alexnet - Data Type: u8s8f322 x Xeon Gold 5220R2 x Xeon Gold 6226R2 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 82802 x Xeon Silver 4216EPYC 2 7R32Xeon Gold 5218Xeon Gold 5220RXeon Gold 6226RXeon Platinum 8259CLXeon Platinum 8280Xeon Silver 4216Xeon W-3275M30060090012001500SE +/- 0.03, N = 3SE +/- 0.25, N = 3SE +/- 0.24, N = 3SE +/- 0.01, N = 3SE +/- 0.73, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.14, N = 3SE +/- 2.69, N = 3SE +/- 0.04, N = 3SE +/- 0.09, N = 3SE +/- 0.01, N = 3SE +/- 0.04, N = 3SE +/- 0.02, N = 3SE +/- 0.06, N = 3SE +/- 0.04, N = 335.9826.5422.3819.3759.9030.6419.8155.341301.3681.0766.7442.2230.8826.84105.8331.99MIN: 1286.291. (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.orgms, Fewer Is BetterMKL-DNN DNNL 1.1Harness: Convolution Batch conv_all - Data Type: f322 x Xeon Gold 5220R2 x Xeon Gold 6226R2 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 82802 x Xeon Silver 4216EPYC 2 7R32Xeon Gold 5218Xeon Gold 5220RXeon Gold 6226RXeon Platinum 8259CLXeon Platinum 8280Xeon Silver 4216Xeon W-3275M7001400210028003500SE +/- 0.29, N = 3SE +/- 0.79, N = 3SE +/- 0.29, N = 3SE +/- 0.29, N = 3SE +/- 7.07, N = 3SE +/- 5.95, N = 3SE +/- 0.78, N = 3SE +/- 1.69, N = 3SE +/- 2.05, N = 3SE +/- 0.47, N = 3SE +/- 1.16, N = 3SE +/- 0.59, N = 3SE +/- 0.32, N = 3SE +/- 0.39, N = 3SE +/- 1.30, N = 3SE +/- 0.68, N = 3999.54694.32559.47461.941206.22650.98496.821578.24710.142363.001948.771227.07874.20765.753129.93878.39MIN: 995.71MIN: 686.24MIN: 553.8MIN: 1181.19MIN: 639.1MIN: 1571.3MIN: 700.52MIN: 2357.87MIN: 1927.2MIN: 1218.34MIN: 868.41MIN: 755.35MIN: 3085.85MIN: 819.941. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl

MKL-DNN DNNL

Harness: Deconvolution Batch deconv_3d - Data Type: f32

OpenBenchmarking.orgms, Fewer Is BetterMKL-DNN DNNL 1.1Harness: Deconvolution Batch deconv_3d - Data Type: f322 x Xeon Gold 5220R2 x Xeon Gold 6226R2 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 82802 x Xeon Silver 4216EPYC 2 7R32Xeon Gold 5218Xeon Gold 5220RXeon Gold 6226RXeon Platinum 8259CLXeon Platinum 8280Xeon Silver 4216Xeon W-3275M246810SE +/- 0.00092, N = 3SE +/- 0.00200, N = 3SE +/- 0.00118, N = 3SE +/- 0.00388, N = 3SE +/- 0.00161, N = 3SE +/- 0.00132, N = 3SE +/- 0.00373, N = 3SE +/- 0.00590, N = 3SE +/- 0.00603, N = 3SE +/- 0.01731, N = 3SE +/- 0.01927, N = 3SE +/- 0.00634, N = 3SE +/- 0.00571, N = 3SE +/- 0.00032, N = 3SE +/- 0.01443, N = 3SE +/- 0.01801, N = 32.697001.707491.266491.263951.173851.172781.136083.855122.204715.804204.889663.130062.200531.962797.636462.27526MIN: 2.66MIN: 3.82MIN: 2.14MIN: 5.77MIN: 4.84MIN: 3.1MIN: 2.17MIN: 1.95MIN: 7.57MIN: 2.121. (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.orgms, Fewer Is BetterMKL-DNN DNNL 1.1Harness: IP Batch All - Data Type: u8s8f322 x Xeon Gold 5220R2 x Xeon Gold 6226R2 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 82802 x Xeon Silver 4216EPYC 2 7R32Xeon Gold 5218Xeon Gold 5220RXeon Gold 6226RXeon Platinum 8259CLXeon Platinum 8280Xeon Silver 4216Xeon W-3275M306090120150SE +/- 0.03777, N = 3SE +/- 0.03959, N = 3SE +/- 0.01481, N = 3SE +/- 0.00908, N = 3SE +/- 0.06319, N = 3SE +/- 0.01731, N = 3SE +/- 0.04146, N = 4SE +/- 0.04012, N = 3SE +/- 0.23997, N = 3SE +/- 0.00870, N = 3SE +/- 0.02448, N = 3SE +/- 0.01160, N = 3SE +/- 0.00119, N = 3SE +/- 0.00398, N = 3SE +/- 0.03131, N = 3SE +/- 0.03226, N = 34.086054.117793.048662.781935.367083.847463.110024.82603149.339004.838754.610544.538213.432363.231215.592753.59218MIN: 144.741. (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.orgms, Fewer Is BetterMKL-DNN DNNL 1.1Harness: Convolution Batch conv_alexnet - Data Type: bf16bf16bf162 x Xeon Gold 5220R2 x Xeon Gold 6226R2 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 82802 x Xeon Silver 4216Xeon Gold 5218Xeon Gold 5220RXeon Gold 6226RXeon Platinum 8259CLXeon Platinum 8280Xeon Silver 4216Xeon W-3275M400800120016002000SE +/- 0.06, N = 3SE +/- 4.23, N = 3SE +/- 0.23, N = 3SE +/- 0.11, N = 3SE +/- 0.07, N = 3SE +/- 0.33, N = 3SE +/- 0.06, N = 3SE +/- 0.08, N = 3SE +/- 0.15, N = 3SE +/- 1.48, N = 3SE +/- 0.09, N = 3SE +/- 0.41, N = 3SE +/- 0.07, N = 3SE +/- 0.03, N = 3SE +/- 1.04, N = 3712.20527.02399.30399.31348.24348.33320.06938.911874.471433.471042.34796.75637.371875.23702.07MIN: 710.93MIN: 521.14MIN: 398.05MIN: 398.47MIN: 346.92MIN: 347.28MIN: 319.23MIN: 937.57MIN: 1873.87MIN: 1421.77MIN: 1041.43MIN: 795.52MIN: 636.97MIN: 1873.9MIN: 687.861. (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.orgms, Fewer Is BetterMKL-DNN DNNL 1.1Harness: Convolution Batch conv_all - Data Type: bf16bf16bf162 x Xeon Gold 5220R2 x Xeon Gold 6226R2 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 82802 x Xeon Silver 4216Xeon Gold 5218Xeon Gold 5220RXeon Gold 6226RXeon Platinum 8259CLXeon Platinum 8280Xeon Silver 4216Xeon W-3275M2K4K6K8K10KSE +/- 3.93, N = 3SE +/- 2.73, N = 3SE +/- 0.11, N = 3SE +/- 0.30, N = 3SE +/- 0.16, N = 3SE +/- 0.26, N = 3SE +/- 1.13, N = 3SE +/- 6.81, N = 3SE +/- 0.34, N = 3SE +/- 4.68, N = 3SE +/- 0.12, N = 3SE +/- 0.11, N = 3SE +/- 0.26, N = 3SE +/- 0.35, N = 3SE +/- 0.11, N = 33917.522871.112197.812198.181919.501918.281766.355156.6910255.207839.955709.174364.003497.4710258.003880.44MIN: 3906.67MIN: 2860.81MIN: 2191.04MIN: 2191.82MIN: 1911.94MIN: 1911.42MIN: 5142.07MIN: 10250.1MIN: 7795.37MIN: 5699.77MIN: 4358.26MIN: 3490.41MIN: 10250.4MIN: 37671. (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.orgms, Fewer Is BetterMKL-DNN DNNL 1.1Harness: Convolution Batch conv_googlenet_v3 - Data Type: bf16bf16bf162 x Xeon Gold 5220R2 x Xeon Gold 6226R2 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 82802 x Xeon Silver 4216Xeon Gold 5218Xeon Gold 5220RXeon Gold 6226RXeon Platinum 8259CLXeon Platinum 8280Xeon Silver 4216Xeon W-3275M100200300400500SE +/- 0.02, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.03, N = 3SE +/- 0.00, N = 3SE +/- 0.04, N = 3SE +/- 0.02, N = 3SE +/- 0.42, N = 3SE +/- 0.10, N = 3SE +/- 0.02, N = 3SE +/- 0.03, N = 3SE +/- 0.08, N = 3SE +/- 0.20, N = 3187.17137.73106.89106.7193.3693.2886.54246.45484.59369.29269.99207.91166.98484.90188.61MIN: 186.33MIN: 136.67MIN: 105.9MIN: 105.9MIN: 92.35MIN: 92.44MIN: 85.56MIN: 245.49MIN: 484.13MIN: 365.68MIN: 268.99MIN: 207.27MIN: 166.21MIN: 484.15MIN: 178.561. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl

OSPray

Demo: NASA Streamlines - Renderer: Path Tracer

OpenBenchmarking.orgFPS, More Is BetterOSPray 1.8.5Demo: NASA Streamlines - Renderer: Path Tracer2 x Xeon Gold 5220R2 x Xeon Gold 6226R2 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 82802 x Xeon Silver 4216EPYC 2 7R32Xeon Gold 5218Xeon Gold 5220RXeon Gold 6226RXeon Platinum 8259CLXeon Platinum 8280Xeon Silver 4216Xeon W-3275M48121620SE +/- 0.000, N = 12SE +/- 0.037, N = 3SE +/- 0.000, N = 3SE +/- 0.080, N = 3SE +/- 0.073, N = 4SE +/- 0.000, N = 12SE +/- 0.000, N = 12SE +/- 0.000, N = 12SE +/- 0.068, N = 4SE +/- 0.006, N = 3SE +/- 0.000, N = 12SE +/- 0.008, N = 4SE +/- 0.022, N = 3SE +/- 0.030, N = 3SE +/- 0.000, N = 15SE +/- 0.006, N = 1210.42010.56015.62515.54017.02016.95018.1806.62016.6004.3705.3805.5208.0909.4903.4108.690MIN: 8.47 / MAX: 10.53MIN: 8.77 / MAX: 10.75MIN: 11.11 / MAX: 15.87MIN: 14.93 / MAX: 15.87MIN: 11.76 / MAX: 17.54MIN: 16.13 / MAX: 17.54MIN: 12.2 / MAX: 18.52MIN: 5.52 / MAX: 6.76MIN: 15.87 / MAX: 16.95MIN: 4.29 / MAX: 4.44MIN: 5.29 / MAX: 5.46MIN: 5.43 / MAX: 5.62MIN: 7.94 / MAX: 8.2MIN: 9.26 / MAX: 9.62MIN: 3.33 / MAX: 3.45MIN: 8.33 / MAX: 9.01

OSPray

Demo: XFrog Forest - Renderer: SciVis

OpenBenchmarking.orgFPS, More Is BetterOSPray 1.8.5Demo: XFrog Forest - Renderer: SciVis2 x Xeon Gold 5220R2 x Xeon Gold 6226R2 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 82802 x Xeon Silver 4216EPYC 2 7R32Xeon Gold 5218Xeon Gold 5220RXeon Gold 6226RXeon Platinum 8259CLXeon Platinum 8280Xeon Silver 4216Xeon W-3275M3691215SE +/- 0.00, N = 6SE +/- 0.00, N = 12SE +/- 0.00, N = 12SE +/- 0.02, N = 7SE +/- 0.00, N = 13SE +/- 0.00, N = 13SE +/- 0.00, N = 12SE +/- 0.00, N = 12SE +/- 0.04, N = 3SE +/- 0.00, N = 12SE +/- 0.00, N = 6SE +/- 0.00, N = 12SE +/- 0.00, N = 12SE +/- 0.00, N = 3SE +/- 0.00, N = 12SE +/- 0.00, N = 87.197.0910.4210.3211.3611.3612.054.5711.033.013.703.685.386.252.345.72MIN: 6.45 / MAX: 7.25MIN: 6.37 / MAX: 7.14MIN: 8.2 / MAX: 10.53MIN: 10.1 / MAX: 10.42MIN: 9.8 / MAX: 11.49MIN: 10.99 / MAX: 11.49MIN: 9.71 / MAX: 12.2MIN: 4.08 / MAX: 4.61MIN: 10.75 / MAX: 11.24MIN: 2.98 / MAX: 3.05MIN: 3.66 / MAX: 3.73MIN: 3.64 / MAX: 3.7MIN: 5.29 / MAX: 5.41MIN: 6.13 / MAX: 6.29MIN: 2.3 / MAX: 2.36MIN: 5.56 / MAX: 5.78

OSPray

Demo: XFrog Forest - Renderer: Path Tracer

OpenBenchmarking.orgFPS, More Is BetterOSPray 1.8.5Demo: XFrog Forest - Renderer: Path Tracer2 x Xeon Gold 5220R2 x Xeon Gold 6226R2 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 82802 x Xeon Silver 4216EPYC 2 7R32Xeon Gold 5218Xeon Gold 5220RXeon Gold 6226RXeon Platinum 8259CLXeon Platinum 8280Xeon Silver 4216Xeon W-3275M246810SE +/- 0.00, N = 12SE +/- 0.00, N = 12SE +/- 0.00, N = 12SE +/- 0.01, N = 6SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 12SE +/- 0.00, N = 5SE +/- 0.02, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 6SE +/- 0.00, N = 3SE +/- 0.00, N = 6SE +/- 0.00, N = 4SE +/- 0.00, N = 3SE +/- 0.00, N = 73.983.885.715.716.256.246.672.555.851.682.062.022.963.461.313.17MIN: 3.64 / MAX: 4.02MIN: 3.57 / MAX: 3.92MIN: 5.08 / MAX: 5.78MIN: 5.59 / MAX: 5.75MIN: 5.68 / MAX: 6.29MIN: 6.1 / MAX: 6.29MIN: 5.85 / MAX: 6.76MIN: 2.28 / MAX: 2.57MIN: 5.65 / MAX: 5.99MIN: 1.67MIN: 2.04 / MAX: 2.07MIN: 2 / MAX: 2.04MIN: 2.92 / MAX: 2.99MIN: 3.41 / MAX: 3.47MIN: 1.3 / MAX: 1.32MIN: 3.09 / MAX: 3.19

MKL-DNN DNNL

Harness: Convolution Batch conv_3d - Data Type: bf16bf16bf16

OpenBenchmarking.orgms, Fewer Is BetterMKL-DNN DNNL 1.1Harness: Convolution Batch conv_3d - Data Type: bf16bf16bf162 x Xeon Gold 5220R2 x Xeon Gold 6226R2 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 82802 x Xeon Silver 4216Xeon Gold 5218Xeon Gold 5220RXeon Gold 6226RXeon Platinum 8259CLXeon Platinum 8280Xeon Silver 4216Xeon W-3275M918273645SE +/- 0.00301, N = 3SE +/- 0.00770, N = 3SE +/- 0.00172, N = 3SE +/- 0.00811, N = 3SE +/- 0.00882, N = 3SE +/- 0.00469, N = 3SE +/- 0.00328, N = 3SE +/- 0.00466, N = 3SE +/- 0.00339, N = 3SE +/- 0.01559, N = 3SE +/- 0.00584, N = 3SE +/- 0.00403, N = 3SE +/- 0.00390, N = 3SE +/- 0.00904, N = 3SE +/- 0.24390, N = 415.2177011.607609.206659.187518.712348.647077.9291220.5163039.9985029.9173022.4243017.3217014.0780040.0192016.59060MIN: 15.05MIN: 11.46MIN: 9.04MIN: 9.03MIN: 8.5MIN: 8.43MIN: 20.35MIN: 39.89MIN: 29.42MIN: 22.32MIN: 17.21MIN: 13.95MIN: 39.9MIN: 14.981. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl

OSPray

Demo: NASA Streamlines - Renderer: SciVis

OpenBenchmarking.orgFPS, More Is BetterOSPray 1.8.5Demo: NASA Streamlines - Renderer: SciVis2 x Xeon Gold 5220R2 x Xeon Gold 6226R2 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 82802 x Xeon Silver 4216EPYC 2 7R32Xeon Gold 5218Xeon Gold 5220RXeon Gold 6226RXeon Platinum 8259CLXeon Platinum 8280Xeon Silver 4216Xeon W-3275M20406080100SE +/- 0.00, N = 15SE +/- 0.00, N = 15SE +/- 0.00, N = 12SE +/- 0.00, N = 12SE +/- 0.71, N = 9SE +/- 0.00, N = 12SE +/- 0.00, N = 13SE +/- 0.00, N = 12SE +/- 0.00, N = 12SE +/- 0.00, N = 12SE +/- 0.00, N = 12SE +/- 0.00, N = 12SE +/- 0.00, N = 12SE +/- 0.00, N = 12SE +/- 0.00, N = 355.5655.5676.9276.9282.6283.3390.9134.4876.9223.2628.5729.4143.4850.0018.1845.45MIN: 24.39MIN: 19.23MIN: 27.78 / MAX: 83.33MIN: 71.43 / MAX: 83.33MIN: 26.32 / MAX: 90.91MIN: 71.43 / MAX: 90.91MIN: 29.41MIN: 18.87 / MAX: 35.71MIN: 71.43 / MAX: 83.33MIN: 22.73 / MAX: 23.81MIN: 26.32 / MAX: 29.41MIN: 26.32MIN: 37.04MIN: 43.48MIN: 17.86 / MAX: 18.52MIN: 43.48 / MAX: 47.62

MKL-DNN DNNL

Harness: Deconvolution Batch deconv_3d - Data Type: bf16bf16bf16

OpenBenchmarking.orgms, Fewer Is BetterMKL-DNN DNNL 1.1Harness: Deconvolution Batch deconv_3d - Data Type: bf16bf16bf162 x Xeon Gold 5220R2 x Xeon Gold 6226R2 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 82802 x Xeon Silver 4216Xeon Gold 5218Xeon Gold 5220RXeon Gold 6226RXeon Platinum 8259CLXeon Platinum 8280Xeon Silver 4216Xeon W-3275M510152025SE +/- 0.01392, N = 3SE +/- 0.00159, N = 3SE +/- 0.00712, N = 3SE +/- 0.00526, N = 3SE +/- 0.01549, N = 3SE +/- 0.00222, N = 3SE +/- 0.00369, N = 3SE +/- 0.00821, N = 3SE +/- 0.05476, N = 3SE +/- 0.00134, N = 3SE +/- 0.00297, N = 3SE +/- 0.00210, N = 3SE +/- 0.00251, N = 3SE +/- 0.02388, N = 3SE +/- 0.03985, N = 39.425916.296474.871944.856894.379524.360024.3581710.9379021.4290016.8253012.327109.371077.6960521.475508.46273MIN: 9.32MIN: 6.25MIN: 4.83MIN: 4.82MIN: 10.86MIN: 21.29MIN: 16.72MIN: 12.27MIN: 9.33MIN: 7.67MIN: 21.24MIN: 8.211. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl

OSPray

Demo: San Miguel - Renderer: SciVis

OpenBenchmarking.orgFPS, More Is BetterOSPray 1.8.5Demo: San Miguel - Renderer: SciVis2 x Xeon Gold 5220R2 x Xeon Gold 6226R2 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 82802 x Xeon Silver 4216EPYC 2 7R32Xeon Gold 5218Xeon Gold 5220RXeon Gold 6226RXeon Platinum 8259CLXeon Platinum 8280Xeon Silver 4216Xeon W-3275M1530456075SE +/- 0.00, N = 12SE +/- 0.60, N = 3SE +/- 0.00, N = 3SE +/- 0.92, N = 4SE +/- 0.54, N = 12SE +/- 0.00, N = 12SE +/- 0.62, N = 15SE +/- 0.07, N = 12SE +/- 0.00, N = 12SE +/- 0.00, N = 12SE +/- 0.00, N = 12SE +/- 0.04, N = 12SE +/- 0.36, N = 3SE +/- 0.00, N = 12SE +/- 0.00, N = 12SE +/- 0.00, N = 1243.4842.2762.5061.5863.5466.6769.5227.8458.8218.8723.2622.6932.9738.4614.7134.48MIN: 28.57 / MAX: 45.45MIN: 28.57 / MAX: 43.48MIN: 35.71MIN: 55.56 / MAX: 62.5MIN: 35.71 / MAX: 66.67MIN: 55.56MIN: 37.04 / MAX: 71.43MIN: 17.86 / MAX: 28.57MIN: 52.63 / MAX: 62.5MIN: 18.52 / MAX: 19.23MIN: 21.74 / MAX: 23.81MIN: 21.74 / MAX: 22.73MIN: 32.26 / MAX: 33.33MIN: 37.04MIN: 14.29 / MAX: 14.93MIN: 30.3 / MAX: 35.71

Embree

Binary: Pathtracer ISPC - Model: Crown

OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 3.6.1Binary: Pathtracer ISPC - Model: Crown2 x Xeon Gold 5220R2 x Xeon Gold 6226R2 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 82802 x Xeon Silver 4216EPYC 2 7R32Xeon Gold 5218Xeon Gold 5220RXeon Gold 6226RXeon Platinum 8259CLXeon Platinum 8280Xeon Silver 4216Xeon W-3275M1224364860SE +/- 0.02, N = 3SE +/- 0.03, N = 3SE +/- 0.38, N = 3SE +/- 0.05, N = 3SE +/- 0.49, N = 12SE +/- 0.03, N = 3SE +/- 0.05, N = 3SE +/- 0.01, N = 3SE +/- 0.08, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.02, N = 3SE +/- 0.02, N = 3SE +/- 0.00, N = 3SE +/- 0.04, N = 333.4531.7346.1846.4249.0549.9653.2321.7545.1914.4217.6616.8124.7328.7711.3826.40MIN: 32.87 / MAX: 34.13MIN: 31.27 / MAX: 32.36MIN: 42.99 / MAX: 47.93MIN: 45.24 / MAX: 47.89MIN: 37.93 / MAX: 51.79MIN: 48.68 / MAX: 51.86MIN: 51.36 / MAX: 55.83MIN: 21.43 / MAX: 22.13MIN: 44.15 / MAX: 46.52MIN: 14.3 / MAX: 14.63MIN: 17.5 / MAX: 17.85MIN: 16.67 / MAX: 17MIN: 24.4 / MAX: 25.05MIN: 28.26 / MAX: 29.24MIN: 11.32 / MAX: 11.49MIN: 25.71 / MAX: 26.95

OSPray

Demo: San Miguel - Renderer: Path Tracer

OpenBenchmarking.orgFPS, More Is BetterOSPray 1.8.5Demo: San Miguel - Renderer: Path Tracer2 x Xeon Gold 5220R2 x Xeon Gold 6226R2 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 82802 x Xeon Silver 4216EPYC 2 7R32Xeon Gold 5218Xeon Gold 5220RXeon Gold 6226RXeon Platinum 8259CLXeon Platinum 8280Xeon Silver 4216Xeon W-3275M246810SE +/- 0.00, N = 7SE +/- 0.00, N = 8SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 12SE +/- 0.01, N = 4SE +/- 0.01, N = 5SE +/- 0.00, N = 4SE +/- 0.01, N = 3SE +/- 0.00, N = 6SE +/- 0.00, N = 4SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 123.953.715.585.545.825.876.532.634.731.752.142.023.003.521.403.25MIN: 3.41 / MAX: 3.98MIN: 2.99 / MAX: 3.73MIN: 4.61 / MAX: 5.62MIN: 5.49 / MAX: 5.59MIN: 4.69 / MAX: 5.88MIN: 5.75 / MAX: 5.92MIN: 5.18 / MAX: 6.58MIN: 2.35 / MAX: 2.64MIN: 4.69 / MAX: 4.78MIN: 1.74 / MAX: 1.76MIN: 2.13 / MAX: 2.15MAX: 2.03MIN: 2.99 / MAX: 3.01MIN: 3.48 / MAX: 3.53MAX: 1.41MIN: 3.16 / MAX: 3.28

High Performance Conjugate Gradient

OpenBenchmarking.orgGFLOP/s, More Is BetterHigh Performance Conjugate Gradient 3.12 x Xeon Gold 5220R2 x Xeon Gold 6226R2 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 82802 x Xeon Silver 4216EPYC 2 7R32Xeon Gold 5218Xeon Gold 5220RXeon Gold 6226RXeon Platinum 8259CLXeon Platinum 8280Xeon Silver 4216Xeon W-3275M714212835SE +/- 0.15366, N = 3SE +/- 0.12533, N = 3SE +/- 0.12742, N = 3SE +/- 0.00225, N = 3SE +/- 0.60187, N = 9SE +/- 0.06827, N = 7SE +/- 0.24605, N = 3SE +/- 0.00847, N = 3SE +/- 0.00395, N = 3SE +/- 0.01417, N = 3SE +/- 0.08231, N = 3SE +/- 0.02780, N = 3SE +/- 0.03425, N = 3SE +/- 0.04073, N = 3SE +/- 0.03282, N = 3SE +/- 0.15186, N = 325.6303026.5910027.1060016.517108.414056.3297128.8542023.1574017.0608013.0138013.3529013.9581013.6425014.9097011.8883014.162301. (CXX) g++ options: -O3 -ffast-math -ftree-vectorize -pthread -lmpi_cxx -lmpi

Embree

Binary: Pathtracer ISPC - Model: Asian Dragon

OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 3.6.1Binary: Pathtracer ISPC - Model: Asian Dragon2 x Xeon Gold 5220R2 x Xeon Gold 6226R2 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 82802 x Xeon Silver 4216EPYC 2 7R32Xeon Gold 5218Xeon Gold 5220RXeon Gold 6226RXeon Platinum 8259CLXeon Platinum 8280Xeon Silver 4216Xeon W-3275M1530456075SE +/- 0.02, N = 3SE +/- 0.07, N = 3SE +/- 0.06, N = 3SE +/- 0.12, N = 3SE +/- 0.53, N = 4SE +/- 0.02, N = 3SE +/- 0.03, N = 3SE +/- 0.02, N = 3SE +/- 0.03, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.03, N = 3SE +/- 0.06, N = 3SE +/- 0.01, N = 3SE +/- 0.08, N = 343.1040.4359.0659.0538.7751.8768.4228.9752.3519.4323.6022.4632.9138.3115.5935.15MIN: 42.68 / MAX: 43.7MIN: 40.04 / MAX: 41.18MIN: 57.51 / MAX: 60.42MIN: 57.78 / MAX: 60.29MIN: 35.85 / MAX: 45.98MIN: 50.96 / MAX: 54.15MIN: 66.22 / MAX: 70.39MIN: 28.72 / MAX: 29.29MIN: 51.67 / MAX: 53.48MIN: 19.37 / MAX: 19.6MIN: 23.45 / MAX: 23.8MIN: 22.38 / MAX: 22.62MIN: 32.68 / MAX: 33.18MIN: 37.87 / MAX: 38.72MIN: 15.54 / MAX: 15.7MIN: 33.95 / MAX: 35.72

Embree

Binary: Pathtracer ISPC - Model: Asian Dragon Obj

OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 3.6.1Binary: Pathtracer ISPC - Model: Asian Dragon Obj2 x Xeon Gold 5220R2 x Xeon Gold 6226R2 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 82802 x Xeon Silver 4216EPYC 2 7R32Xeon Gold 5218Xeon Gold 5220RXeon Gold 6226RXeon Platinum 8259CLXeon Platinum 8280Xeon Silver 4216Xeon W-3275M1326395265SE +/- 0.04, N = 3SE +/- 0.02, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.63, N = 3SE +/- 0.01, N = 3SE +/- 0.05, N = 3SE +/- 0.01, N = 3SE +/- 0.03, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 337.1534.8050.9850.8636.6744.7258.6925.0745.4316.7720.3419.3228.2933.0513.4930.35MIN: 36.74 / MAX: 37.69MIN: 34.51 / MAX: 35.32MIN: 49.91 / MAX: 52.27MIN: 49.88 / MAX: 52.05MIN: 34.56 / MAX: 39.51MIN: 43.9 / MAX: 46.32MIN: 56.97 / MAX: 60.91MIN: 24.86 / MAX: 25.34MIN: 44.82 / MAX: 46.53MIN: 16.69 / MAX: 16.88MIN: 20.23 / MAX: 20.53MIN: 19.25 / MAX: 19.46MIN: 28.06 / MAX: 28.6MIN: 32.72 / MAX: 33.4MIN: 13.43 / MAX: 13.59MIN: 29.95 / MAX: 30.77

MKL-DNN DNNL

Harness: Deconvolution Batch deconv_1d - Data Type: f32

OpenBenchmarking.orgms, Fewer Is BetterMKL-DNN DNNL 1.1Harness: Deconvolution Batch deconv_1d - Data Type: f322 x Xeon Gold 5220R2 x Xeon Gold 6226R2 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 82802 x Xeon Silver 4216EPYC 2 7R32Xeon Gold 5218Xeon Gold 5220RXeon Gold 6226RXeon Platinum 8259CLXeon Platinum 8280Xeon Silver 4216Xeon W-3275M1.19492.38983.58474.77965.9745SE +/- 0.00174, N = 3SE +/- 0.00475, N = 3SE +/- 0.00693, N = 3SE +/- 0.00066, N = 3SE +/- 0.00979, N = 3SE +/- 0.00024, N = 3SE +/- 0.00318, N = 3SE +/- 0.00576, N = 3SE +/- 0.01972, N = 3SE +/- 0.00570, N = 3SE +/- 0.00527, N = 3SE +/- 0.00272, N = 3SE +/- 0.00097, N = 3SE +/- 0.00157, N = 3SE +/- 0.01140, N = 3SE +/- 0.01273, N = 32.126801.497241.257951.225891.331091.251161.240293.065902.225403.994883.364322.231261.639281.462325.310871.74515MIN: 2.06MIN: 1.43MIN: 1.2MIN: 1.18MIN: 1.26MIN: 1.19MIN: 1.17MIN: 2.99MIN: 2.11MIN: 3.95MIN: 3.3MIN: 2.17MIN: 1.61MIN: 1.44MIN: 5.16MIN: 1.551. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl

LuxCoreRender

Scene: Rainbow Colors and Prism

OpenBenchmarking.orgM samples/sec, More Is BetterLuxCoreRender 2.3Scene: Rainbow Colors and Prism2 x Xeon Gold 5220R2 x Xeon Gold 6226R2 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 82802 x Xeon Silver 4216EPYC 2 7R32Xeon Gold 5218Xeon Gold 5220RXeon Gold 6226RXeon Platinum 8259CLXeon Platinum 8280Xeon Silver 4216Xeon W-3275M246810SE +/- 0.30, N = 12SE +/- 0.13, N = 15SE +/- 0.04, N = 3SE +/- 0.37, N = 15SE +/- 0.11, N = 15SE +/- 0.05, N = 3SE +/- 0.40, N = 15SE +/- 0.00, N = 3SE +/- 0.06, N = 3SE +/- 0.00, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.04, N = 3SE +/- 0.01, N = 3SE +/- 0.03, N = 154.464.326.405.527.097.317.153.658.121.882.482.513.304.111.883.79MIN: 1.23 / MAX: 4.91MIN: 2.71 / MAX: 4.87MIN: 5.65 / MAX: 6.54MIN: 2.11 / MAX: 6.54MIN: 5.64 / MAX: 7.47MIN: 6.62 / MAX: 7.52MIN: 2.92 / MAX: 8.11MIN: 3.56 / MAX: 3.67MIN: 7.87 / MAX: 8.3MIN: 1.85 / MAX: 1.92MIN: 2.4 / MAX: 2.53MIN: 2.44 / MAX: 2.56MIN: 3.24 / MAX: 3.33MIN: 3.96 / MAX: 4.16MIN: 1.84 / MAX: 1.92MIN: 3.45 / MAX: 3.89

Blender

Blend File: Classroom - Compute: CPU-Only

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.82Blend File: Classroom - Compute: CPU-Only2 x Xeon Gold 5220R2 x Xeon Gold 6226R2 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 82802 x Xeon Silver 4216EPYC 2 7R32Xeon Gold 5218Xeon Gold 5220RXeon Gold 6226RXeon Platinum 8259CLXeon Platinum 8280Xeon Silver 4216Xeon W-3275M90180270360450SE +/- 0.18, N = 3SE +/- 0.52, N = 3SE +/- 0.06, N = 3SE +/- 0.17, N = 3SE +/- 0.11, N = 3SE +/- 0.29, N = 3SE +/- 0.26, N = 3SE +/- 0.19, N = 3SE +/- 0.40, N = 3SE +/- 0.29, N = 3SE +/- 0.39, N = 3SE +/- 0.16, N = 3SE +/- 0.14, N = 3SE +/- 0.36, N = 3SE +/- 0.20, N = 3SE +/- 0.32, N = 3165.96163.32124.59124.67108.97108.94100.47218.06101.34433.42328.81321.53246.81198.25432.11213.36

NAMD

ATPase Simulation - 327,506 Atoms

OpenBenchmarking.orgdays/ns, Fewer Is BetterNAMD 2.13ATPase Simulation - 327,506 Atoms2 x Xeon Gold 5220R2 x Xeon Gold 6226R2 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 82802 x Xeon Silver 4216EPYC 2 7R32Xeon Gold 5218Xeon Gold 5220RXeon Gold 6226RXeon Platinum 8259CLXeon Platinum 8280Xeon Silver 4216Xeon W-3275M0.34140.68281.02421.36561.707SE +/- 0.00612, N = 3SE +/- 0.00104, N = 3SE +/- 0.00038, N = 3SE +/- 0.00012, N = 3SE +/- 0.00133, N = 3SE +/- 0.00193, N = 3SE +/- 0.00084, N = 3SE +/- 0.00100, N = 3SE +/- 0.00122, N = 3SE +/- 0.00117, N = 3SE +/- 0.00063, N = 3SE +/- 0.00060, N = 3SE +/- 0.00193, N = 3SE +/- 0.00775, N = 150.603330.582370.445510.454220.362260.769820.486141.511681.157451.135860.869250.707091.517210.81434

LuxCoreRender

Scene: DLSC

OpenBenchmarking.orgM samples/sec, More Is BetterLuxCoreRender 2.3Scene: DLSC2 x Xeon Gold 5220R2 x Xeon Gold 6226R2 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 82802 x Xeon Silver 4216EPYC 2 7R32Xeon Gold 5218Xeon Gold 5220RXeon Gold 6226RXeon Platinum 8259CLXeon Platinum 8280Xeon Silver 4216Xeon W-3275M246810SE +/- 0.0120, N = 3SE +/- 0.0036, N = 3SE +/- 0.0353, N = 3SE +/- 0.0279, N = 3SE +/- 0.0262, N = 3SE +/- 0.0164, N = 3SE +/- 0.0948, N = 3SE +/- 0.0265, N = 3SE +/- 0.0970, N = 3SE +/- 0.0034, N = 3SE +/- 0.0243, N = 3SE +/- 0.0145, N = 3SE +/- 0.0050, N = 3SE +/- 0.0032, N = 3SE +/- 0.0165, N = 3SE +/- 0.0035, N = 34.44004.51835.88005.86006.73006.75007.19003.43007.28001.74002.32002.35003.04003.79001.77003.5300MIN: 4.34 / MAX: 4.63MIN: 4.4 / MAX: 4.76MIN: 5.75 / MAX: 6.19MIN: 5.7 / MAX: 6.16MIN: 6.54 / MAX: 7.08MIN: 6.62 / MAX: 7.08MIN: 6.83 / MAX: 7.6MIN: 3.33 / MAX: 3.63MIN: 7.01 / MAX: 7.86MIN: 1.67 / MAX: 1.79MIN: 2.2 / MAX: 2.43MIN: 2.24 / MAX: 2.46MIN: 2.93 / MAX: 3.16MIN: 3.65 / MAX: 3.94MIN: 1.68 / MAX: 1.85MIN: 3.46 / MAX: 3.66

MKL-DNN DNNL

Harness: Deconvolution Batch deconv_1d - Data Type: bf16bf16bf16

OpenBenchmarking.orgms, Fewer Is BetterMKL-DNN DNNL 1.1Harness: Deconvolution Batch deconv_1d - Data Type: bf16bf16bf162 x Xeon Gold 5220R2 x Xeon Gold 6226R2 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 82802 x Xeon Silver 4216Xeon Gold 5218Xeon Gold 5220RXeon Gold 6226RXeon Platinum 8259CLXeon Platinum 8280Xeon Silver 4216Xeon W-3275M48121620SE +/- 0.00772, N = 3SE +/- 0.00747, N = 3SE +/- 0.00489, N = 3SE +/- 0.00151, N = 3SE +/- 0.01030, N = 3SE +/- 0.00401, N = 3SE +/- 0.00661, N = 3SE +/- 0.01001, N = 3SE +/- 0.00105, N = 3SE +/- 0.04579, N = 3SE +/- 0.00392, N = 3SE +/- 0.02376, N = 3SE +/- 0.00167, N = 3SE +/- 0.00867, N = 3SE +/- 0.03740, N = 37.229755.384024.490394.465233.969063.965104.068478.8691316.5484013.142809.903627.982926.5537416.551607.61595MIN: 7.13MIN: 5.3MIN: 4.4MIN: 4.38MIN: 3.86MIN: 3.88MIN: 3.93MIN: 8.78MIN: 16.51MIN: 12.96MIN: 9.85MIN: 7.92MIN: 6.5MIN: 16.51MIN: 6.951. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl

John The Ripper

Test: MD5

OpenBenchmarking.orgReal C/S, More Is BetterJohn The Ripper 1.9.0-jumbo-1Test: MD52 x Xeon Gold 5220R2 x Xeon Gold 6226R2 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 82802 x Xeon Silver 4216EPYC 2 7R32Xeon Gold 5218Xeon Gold 5220RXeon Gold 6226RXeon Platinum 8259CLXeon Platinum 8280Xeon Silver 4216Xeon W-3275M2M4M6M8M10MSE +/- 9643.65, N = 3SE +/- 17032.65, N = 3SE +/- 41921.89, N = 3SE +/- 11259.56, N = 3SE +/- 5783.12, N = 3SE +/- 39218.76, N = 3SE +/- 67263.16, N = 3SE +/- 4509.25, N = 3SE +/- 30550.50, N = 3SE +/- 8171.77, N = 3SE +/- 6806.86, N = 3SE +/- 11015.14, N = 3SE +/- 9073.77, N = 3SE +/- 14468.36, N = 3SE +/- 1452.97, N = 3SE +/- 14294.52, N = 348210004977667655466766083337388333735066778800003764000397200019126672506000258300033840004090000189333336540001. (CC) gcc options: -m64 -lssl -lcrypto -fopenmp -lgmp -pthread -lm -lz -ldl -lcrypt -lbz2

Blender

Blend File: Pabellon Barcelona - Compute: CPU-Only

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.82Blend File: Pabellon Barcelona - Compute: CPU-Only2 x Xeon Gold 5220R2 x Xeon Gold 6226R2 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 82802 x Xeon Silver 4216EPYC 2 7R32Xeon Gold 5218Xeon Gold 5220RXeon Gold 6226RXeon Platinum 8259CLXeon Platinum 8280Xeon Silver 4216Xeon W-3275M120240360480600SE +/- 0.10, N = 3SE +/- 0.09, N = 3SE +/- 0.05, N = 3SE +/- 0.13, N = 3SE +/- 0.15, N = 3SE +/- 0.11, N = 3SE +/- 0.26, N = 3SE +/- 0.50, N = 3SE +/- 0.51, N = 3SE +/- 0.31, N = 3SE +/- 0.03, N = 3SE +/- 0.22, N = 3SE +/- 0.07, N = 3SE +/- 0.05, N = 3SE +/- 0.46, N = 3SE +/- 0.73, N = 3208.30207.41158.13157.99139.11139.00129.01272.72132.04531.98404.78400.96305.20246.31531.39265.41

John The Ripper

Test: Blowfish

OpenBenchmarking.orgReal C/S, More Is BetterJohn The Ripper 1.9.0-jumbo-1Test: Blowfish2 x Xeon Gold 5220R2 x Xeon Gold 6226R2 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 82802 x Xeon Silver 4216EPYC 2 7R32Xeon Gold 5218Xeon Gold 5220RXeon Gold 6226RXeon Platinum 8259CLXeon Platinum 8280Xeon Silver 4216Xeon W-3275M20K40K60K80K100KSE +/- 12.50, N = 3SE +/- 111.31, N = 3SE +/- 107.83, N = 3SE +/- 24.01, N = 3SE +/- 465.66, N = 3SE +/- 78.50, N = 3SE +/- 700.53, N = 3SE +/- 91.33, N = 3SE +/- 203.51, N = 3SE +/- 6.03, N = 3SE +/- 77.98, N = 3SE +/- 60.93, N = 3SE +/- 8.37, N = 3SE +/- 99.39, N = 3SE +/- 24.29, N = 3SE +/- 149.28, N = 3513245348570888709557777178327840844102166475214032554727126355994286420424403261. (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.orgms, Fewer Is BetterMKL-DNN DNNL 1.1Harness: Convolution Batch conv_3d - Data Type: u8s8f322 x Xeon Gold 5220R2 x Xeon Gold 6226R2 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 82802 x Xeon Silver 4216EPYC 2 7R32Xeon Gold 5218Xeon Gold 5220RXeon Gold 6226RXeon Platinum 8259CLXeon Platinum 8280Xeon Silver 4216Xeon W-3275M3K6K9K12K15KSE +/- 3.52, N = 3SE +/- 10.40, N = 3SE +/- 7.22, N = 3SE +/- 11.90, N = 3SE +/- 4.78, N = 3SE +/- 0.59, N = 3SE +/- 7.97, N = 3SE +/- 109.20, N = 3SE +/- 25.92, N = 3SE +/- 2.59, N = 3SE +/- 11.33, N = 3SE +/- 9.11, N = 3SE +/- 5.52, N = 3SE +/- 11.11, N = 3SE +/- 13.03, N = 3SE +/- 41.02, N = 34896.414821.243551.383548.603250.893252.483005.486329.943076.7611821.309696.929374.607095.625919.9412300.306183.11MIN: 4854.07MIN: 4760.44MIN: 3527.13MIN: 3529.41MIN: 3176.52MIN: 3175.14MIN: 2934.55MIN: 6190.58MIN: 3011.81MIN: 11811.3MIN: 9656.48MIN: 9350.22MIN: 7085.95MIN: 5895.99MIN: 12254MIN: 5934.011. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl

Intel MPI Benchmarks

Test: IMB-P2P PingPong

OpenBenchmarking.orgAverage Msg/sec, More Is BetterIntel MPI Benchmarks 2019.3Test: IMB-P2P PingPong2 x Xeon Gold 5220R2 x Xeon Gold 6226R2 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 82802 x Xeon Silver 4216EPYC 2 7R32Xeon Gold 5218Xeon Gold 5220RXeon Gold 6226RXeon Platinum 8259CLXeon Platinum 8280Xeon Silver 4216Xeon W-3275M8M16M24M32M40MSE +/- 12631.77, N = 3SE +/- 41319.75, N = 3SE +/- 80057.86, N = 3SE +/- 105849.64, N = 3SE +/- 12198.08, N = 3SE +/- 131246.22, N = 3SE +/- 66348.18, N = 3SE +/- 20273.79, N = 3SE +/- 40509.97, N = 3SE +/- 10529.89, N = 3SE +/- 20987.71, N = 3SE +/- 19484.28, N = 3SE +/- 30074.61, N = 3SE +/- 33688.94, N = 3SE +/- 7036.00, N = 3SE +/- 59477.15, N = 319650424.3320467429.5231988149.2532444647.4335954425.3635888907.9931821690.5517176230.5420348261.039066471.0410276849.5210620968.6116759832.2616653864.778923779.5520246604.62MIN: 8143 / MAX: 56362584MIN: 7824 / MAX: 55096192MIN: 9163 / MAX: 84595469MIN: 5770 / MAX: 85492119MIN: 2889 / MAX: 93907202MIN: 2551 / MAX: 94279351MIN: 9950 / MAX: 90956260MIN: 7391 / MAX: 46585428MIN: 6272 / MAX: 47546902MIN: 4962 / MAX: 43240261MIN: 5455 / MAX: 45833330MIN: 5167 / MAX: 521083361. (CXX) g++ options: -O0 -pedantic -fopenmp -pthread -lmpi_cxx -lmpi

MKL-DNN DNNL

Harness: Deconvolution Batch deconv_1d - Data Type: u8s8f32

OpenBenchmarking.orgms, Fewer Is BetterMKL-DNN DNNL 1.1Harness: Deconvolution Batch deconv_1d - Data Type: u8s8f322 x Xeon Gold 5220R2 x Xeon Gold 6226R2 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 82802 x Xeon Silver 4216EPYC 2 7R32Xeon Gold 5218Xeon Gold 5220RXeon Gold 6226RXeon Platinum 8259CLXeon Platinum 8280Xeon Silver 4216Xeon W-3275M2004006008001000SE +/- 0.002792, N = 3SE +/- 0.001915, N = 3SE +/- 0.000864, N = 3SE +/- 0.001016, N = 3SE +/- 0.001152, N = 3SE +/- 0.001652, N = 3SE +/- 0.006813, N = 3SE +/- 0.003675, N = 3SE +/- 4.136428, N = 3SE +/- 0.001460, N = 3SE +/- 0.001194, N = 3SE +/- 0.000358, N = 3SE +/- 0.000985, N = 3SE +/- 0.000361, N = 3SE +/- 0.001246, N = 3SE +/- 0.001267, N = 30.5608900.3690600.3762220.3614140.3553620.3547140.3944550.7703001131.1300000.9767300.8437090.5286320.4156140.3710361.2737500.458422MIN: 1118.791. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl

NAS Parallel Benchmarks

Test / Class: EP.D

OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: EP.D2 x Xeon Gold 5220R2 x Xeon Gold 6226R2 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 82802 x Xeon Silver 4216EPYC 2 7R32Xeon Gold 5218Xeon Gold 5220RXeon Gold 6226RXeon Platinum 8259CLXeon Platinum 8280Xeon Silver 4216Xeon W-3275M13002600390052006500SE +/- 54.90, N = 4SE +/- 124.07, N = 12SE +/- 89.39, N = 3SE +/- 84.22, N = 3SE +/- 148.86, N = 12SE +/- 2.84, N = 3SE +/- 5.75, N = 3SE +/- 4.92, N = 3SE +/- 6.98, N = 3SE +/- 8.86, N = 3SE +/- 38.58, N = 4SE +/- 46.76, N = 4SE +/- 6.21, N = 3SE +/- 4.09, N = 33780.593969.605310.165284.346284.653144.703570.461635.781966.612094.532677.643283.381571.493210.521. (F9X) gfortran options: -O3 -march=native -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi2. 2 x Xeon Gold 5220R: Open MPI 4.0.3rc43. 2 x Xeon Gold 6226R: Open MPI 4.0.3rc44. 2 x Xeon Platinum 8259CL: Open MPI 3.1.35. 2 x Xeon Platinum 8259CL NUMA off: Open MPI 3.1.36. 2 x Xeon Platinum 8280: Open MPI 4.0.3rc47. 2 x Xeon Silver 4216: Open MPI 4.0.3rc48. EPYC 2 7R32: Open MPI 3.1.39. Xeon Gold 5218: Open MPI 4.0.3rc410. Xeon Gold 5220R: Open MPI 4.0.3rc411. Xeon Gold 6226R: Open MPI 4.0.3rc412. Xeon Platinum 8259CL: Open MPI 3.1.313. Xeon Platinum 8280: Open MPI 4.0.3rc414. Xeon Silver 4216: Open MPI 4.0.3rc415. Xeon W-3275M: Open MPI 3.1.3

OSPray

Demo: Magnetic Reconnection - Renderer: SciVis

OpenBenchmarking.orgFPS, More Is BetterOSPray 1.8.5Demo: Magnetic Reconnection - Renderer: SciVis2 x Xeon Gold 5220R2 x Xeon Gold 6226R2 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 82802 x Xeon Silver 4216EPYC 2 7R32Xeon Gold 5218Xeon Gold 5220RXeon Gold 6226RXeon Platinum 8259CLXeon Platinum 8280Xeon Silver 4216Xeon W-3275M1632486480SE +/- 0.00, N = 12SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.88, N = 3SE +/- 0.00, N = 12SE +/- 0.00, N = 12SE +/- 0.27, N = 4SE +/- 0.00, N = 15SE +/- 0.00, N = 12SE +/- 0.16, N = 4SE +/- 0.00, N = 12SE +/- 0.60, N = 3SE +/- 0.08, N = 447.6245.4562.5062.5050.8858.8271.4332.5340.0022.2227.0325.4837.0442.8717.9440.00MIN: 16.67 / MAX: 50MIN: 20MIN: 18.52 / MAX: 66.67MIN: 58.82 / MAX: 66.67MIN: 16.95 / MAX: 55.56MIN: 52.63MIN: 15.87 / MAX: 76.92MIN: 14.93 / MAX: 33.33MIN: 38.46 / MAX: 41.67MIN: 21.28MIN: 24.39MIN: 24.39 / MAX: 25.64MIN: 33.33MIN: 38.46 / MAX: 43.48MIN: 16.95 / MAX: 18.18MIN: 37.04

NAS Parallel Benchmarks

Test / Class: EP.C

OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: EP.C2 x Xeon Gold 5220R2 x Xeon Gold 6226R2 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 82802 x Xeon Silver 4216EPYC 2 7R32Xeon Gold 5218Xeon Gold 5220RXeon Gold 6226RXeon Platinum 8259CLXeon Platinum 8280Xeon Silver 4216Xeon W-3275M13002600390052006500SE +/- 32.92, N = 3SE +/- 38.41, N = 3SE +/- 77.32, N = 3SE +/- 34.33, N = 3SE +/- 88.25, N = 3SE +/- 38.56, N = 4SE +/- 31.12, N = 3SE +/- 2.61, N = 3SE +/- 2.92, N = 3SE +/- 34.91, N = 3SE +/- 14.22, N = 3SE +/- 44.67, N = 3SE +/- 19.04, N = 5SE +/- 40.50, N = 33768.664005.265052.635059.026104.942984.023485.991621.481863.152044.242641.323194.181545.503025.111. (F9X) gfortran options: -O3 -march=native -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi2. 2 x Xeon Gold 5220R: Open MPI 4.0.3rc43. 2 x Xeon Gold 6226R: Open MPI 4.0.3rc44. 2 x Xeon Platinum 8259CL: Open MPI 3.1.35. 2 x Xeon Platinum 8259CL NUMA off: Open MPI 3.1.36. 2 x Xeon Platinum 8280: Open MPI 4.0.3rc47. 2 x Xeon Silver 4216: Open MPI 4.0.3rc48. EPYC 2 7R32: Open MPI 3.1.39. Xeon Gold 5218: Open MPI 4.0.3rc410. Xeon Gold 5220R: Open MPI 4.0.3rc411. Xeon Gold 6226R: Open MPI 4.0.3rc412. Xeon Platinum 8259CL: Open MPI 3.1.313. Xeon Platinum 8280: Open MPI 4.0.3rc414. Xeon Silver 4216: Open MPI 4.0.3rc415. Xeon W-3275M: Open MPI 3.1.3

MKL-DNN DNNL

Harness: Deconvolution Batch deconv_all - Data Type: bf16bf16bf16

OpenBenchmarking.orgms, Fewer Is BetterMKL-DNN DNNL 1.1Harness: Deconvolution Batch deconv_all - Data Type: bf16bf16bf162 x Xeon Gold 5220R2 x Xeon Gold 6226R2 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 82802 x Xeon Silver 4216Xeon Gold 5218Xeon Gold 5220RXeon Gold 6226RXeon Platinum 8259CLXeon Platinum 8280Xeon Silver 4216Xeon W-3275M14002800420056007000SE +/- 3.03, N = 3SE +/- 5.08, N = 3SE +/- 0.13, N = 3SE +/- 0.44, N = 3SE +/- 16.35, N = 3SE +/- 3.70, N = 3SE +/- 0.87, N = 3SE +/- 3.93, N = 3SE +/- 0.83, N = 3SE +/- 3.12, N = 3SE +/- 1.02, N = 3SE +/- 0.16, N = 3SE +/- 5.43, N = 3SE +/- 0.10, N = 3SE +/- 4.61, N = 33152.412169.931904.281904.451730.801705.351779.153600.956721.025695.583966.733368.212935.996721.543293.94MIN: 3140.75MIN: 2158.31MIN: 1898.87MIN: 1899.24MIN: 1701.4MIN: 1696.57MIN: 1772.45MIN: 3588.76MIN: 6716.04MIN: 5644.95MIN: 3962.44MIN: 3365.01MIN: 2926MIN: 6717.72MIN: 3137.481. (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: u8s8f32

OpenBenchmarking.orgms, Fewer Is BetterMKL-DNN DNNL 1.1Harness: Deconvolution Batch deconv_3d - Data Type: u8s8f322 x Xeon Gold 5220R2 x Xeon Gold 6226R2 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 82802 x Xeon Silver 4216EPYC 2 7R32Xeon Gold 5218Xeon Gold 5220RXeon Gold 6226RXeon Platinum 8259CLXeon Platinum 8280Xeon Silver 4216Xeon W-3275M16003200480064008000SE +/- 3.26, N = 3SE +/- 2.41, N = 3SE +/- 3.00, N = 3SE +/- 22.00, N = 3SE +/- 0.43, N = 3SE +/- 2.13, N = 3SE +/- 5.70, N = 3SE +/- 2.28, N = 3SE +/- 3.22, N = 3SE +/- 2.58, N = 3SE +/- 5.71, N = 3SE +/- 5.07, N = 3SE +/- 0.90, N = 3SE +/- 2.14, N = 3SE +/- 0.67, N = 3SE +/- 48.27, N = 33112.362987.082238.052252.672059.032057.931893.723849.131899.247189.036072.575864.264426.063716.987457.863852.37MIN: 3107.3MIN: 2977.12MIN: 2230.65MIN: 2229.49MIN: 2054.86MIN: 2050.62MIN: 1871.79MIN: 3842.7MIN: 1888.24MIN: 7180.23MIN: 6048.56MIN: 5830.88MIN: 4423.17MIN: 3705.72MIN: 7454.84MIN: 3728.621. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl

Blender

Blend File: BMW27 - Compute: CPU-Only

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.82Blend File: BMW27 - Compute: CPU-Only2 x Xeon Gold 5220R2 x Xeon Gold 6226R2 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 82802 x Xeon Silver 4216EPYC 2 7R32Xeon Gold 5218Xeon Gold 5220RXeon Gold 6226RXeon Platinum 8259CLXeon Platinum 8280Xeon Silver 4216Xeon W-3275M306090120150SE +/- 0.13, N = 3SE +/- 0.04, N = 3SE +/- 0.11, N = 3SE +/- 0.05, N = 3SE +/- 0.14, N = 3SE +/- 0.08, N = 3SE +/- 0.09, N = 3SE +/- 0.15, N = 3SE +/- 0.10, N = 3SE +/- 0.28, N = 3SE +/- 0.23, N = 3SE +/- 0.17, N = 3SE +/- 0.14, N = 3SE +/- 0.09, N = 3SE +/- 0.29, N = 3SE +/- 0.12, N = 360.6759.4547.6348.0041.6841.7238.7978.7241.76149.39113.30111.8286.8969.80149.0274.96

Embree

Binary: Pathtracer - Model: Crown

OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 3.6.1Binary: Pathtracer - Model: Crown2 x Xeon Gold 5220R2 x Xeon Gold 6226R2 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 82802 x Xeon Silver 4216EPYC 2 7R32Xeon Gold 5218Xeon Gold 5220RXeon Gold 6226RXeon Platinum 8259CLXeon Platinum 8280Xeon Silver 4216Xeon W-3275M1122334455SE +/- 0.05, N = 3SE +/- 0.09, N = 3SE +/- 0.17, N = 3SE +/- 0.15, N = 3SE +/- 0.12, N = 3SE +/- 0.17, N = 3SE +/- 0.09, N = 3SE +/- 0.03, N = 3SE +/- 0.08, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.00, N = 3SE +/- 0.03, N = 3SE +/- 0.04, N = 3SE +/- 0.01, N = 3SE +/- 0.03, N = 329.5228.9638.1238.1041.7941.3945.6123.2747.6512.3916.0515.9921.3826.2812.4324.55MIN: 29.05 / MAX: 30.15MIN: 28.49 / MAX: 29.56MIN: 37.03 / MAX: 39.42MIN: 37.24 / MAX: 39.22MIN: 40.7 / MAX: 42.99MIN: 40.34 / MAX: 42.73MIN: 44.2 / MAX: 47.35MIN: 23 / MAX: 23.64MIN: 46.77 / MAX: 49.17MIN: 12.32 / MAX: 12.5MIN: 15.89 / MAX: 16.22MIN: 15.9 / MAX: 16.17MIN: 21.05 / MAX: 21.63MIN: 25.64 / MAX: 26.64MIN: 12.35 / MAX: 12.55MIN: 24.09 / MAX: 24.98

Stockfish

Total Time

OpenBenchmarking.orgNodes Per Second, More Is BetterStockfish 9Total Time2 x Xeon Gold 5220R2 x Xeon Gold 6226R2 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 82802 x Xeon Silver 4216EPYC 2 7R32Xeon Gold 5218Xeon Gold 5220RXeon Gold 6226RXeon Platinum 8259CLXeon Platinum 8280Xeon Silver 4216Xeon W-3275M30M60M90M120M150MSE +/- 316618.77, N = 3SE +/- 956232.23, N = 3SE +/- 336693.20, N = 3SE +/- 102308.18, N = 3SE +/- 734636.23, N = 3SE +/- 996126.46, N = 3SE +/- 902995.35, N = 3SE +/- 553774.93, N = 3SE +/- 1223161.47, N = 3SE +/- 188043.56, N = 3SE +/- 184471.68, N = 3SE +/- 324752.06, N = 3SE +/- 114508.53, N = 3SE +/- 829358.84, N = 3SE +/- 406404.40, N = 3SE +/- 709349.35, N = 3742358297520372910351385310410667610987430710841251411971579560569696116765028324243323816732639776292544371176289131231174576611706511. (CXX) g++ options: -m64 -lpthread -fno-exceptions -std=c++11 -pedantic -O3 -msse -msse3 -mpopcnt -flto

asmFish

1024 Hash Memory, 26 Depth

OpenBenchmarking.orgNodes/second, More Is BetterasmFish 2018-07-231024 Hash Memory, 26 Depth2 x Xeon Gold 5220R2 x Xeon Gold 6226R2 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 82802 x Xeon Silver 4216EPYC 2 7R32Xeon Gold 5218Xeon Gold 5220RXeon Gold 6226RXeon Platinum 8259CLXeon Platinum 8280Xeon Silver 4216Xeon W-3275M30M60M90M120M150MSE +/- 107032.55, N = 3SE +/- 983078.22, N = 3SE +/- 1707658.59, N = 3SE +/- 1538634.72, N = 3SE +/- 1547569.18, N = 3SE +/- 669620.24, N = 3SE +/- 491864.96, N = 3SE +/- 49212.27, N = 3SE +/- 617926.69, N = 3SE +/- 274137.19, N = 3SE +/- 375245.33, N = 3SE +/- 606619.65, N = 3SE +/- 95127.60, N = 3SE +/- 450047.19, N = 3SE +/- 274506.10, N = 3SE +/- 845752.34, N = 485501851838945141199123571050706061195499011030339551338398966689581011327897736561817432179394461492559350794687620753508549666225641

Chaos Group V-RAY

Mode: CPU

OpenBenchmarking.orgKsamples, More Is BetterChaos Group V-RAY 4.10.07Mode: CPU2 x Xeon Gold 5220R2 x Xeon Gold 6226R2 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 82802 x Xeon Silver 4216EPYC 2 7R32Xeon Gold 5218Xeon Gold 5220RXeon Gold 6226RXeon Platinum 8259CLXeon Platinum 8280Xeon Silver 4216Xeon W-3275M14K28K42K56K70KSE +/- 178.87, N = 3SE +/- 369.19, N = 3SE +/- 332.60, N = 3SE +/- 48.95, N = 3SE +/- 223.71, N = 3SE +/- 399.24, N = 3SE +/- 474.70, N = 3SE +/- 223.28, N = 3SE +/- 183.86, N = 3SE +/- 69.72, N = 3SE +/- 50.25, N = 3SE +/- 58.00, N = 3SE +/- 88.49, N = 3SE +/- 306.00, N = 3SE +/- 34.43, N = 3SE +/- 401.71, N = 340270347495180353051583265852564331275926289716981218862207429061347101710533014

Embree

Binary: Pathtracer - Model: Asian Dragon

OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 3.6.1Binary: Pathtracer - Model: Asian Dragon2 x Xeon Gold 5220R2 x Xeon Gold 6226R2 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 82802 x Xeon Silver 4216EPYC 2 7R32Xeon Gold 5218Xeon Gold 5220RXeon Gold 6226RXeon Platinum 8259CLXeon Platinum 8280Xeon Silver 4216Xeon W-3275M1326395265SE +/- 0.05, N = 3SE +/- 0.03, N = 3SE +/- 0.38, N = 3SE +/- 0.08, N = 3SE +/- 0.32, N = 3SE +/- 0.19, N = 3SE +/- 0.16, N = 3SE +/- 0.05, N = 3SE +/- 0.06, N = 3SE +/- 0.01, N = 3SE +/- 0.04, N = 3SE +/- 0.01, N = 3SE +/- 0.05, N = 3SE +/- 0.04, N = 3SE +/- 0.03, N = 3SE +/- 0.05, N = 335.8834.6946.7946.9140.0845.7757.4928.2052.9515.3119.6119.3526.0632.2515.2830.11MIN: 35.51 / MAX: 36.33MIN: 34.44 / MAX: 35.19MIN: 44.43 / MAX: 47.97MIN: 46.17 / MAX: 47.87MIN: 37.64 / MAX: 43.58MIN: 44.89 / MAX: 47.26MIN: 55.98 / MAX: 58.87MIN: 27.97 / MAX: 28.53MIN: 52.3 / MAX: 53.84MIN: 15.25 / MAX: 15.4MIN: 19.5 / MAX: 19.79MIN: 19.28 / MAX: 19.48MIN: 25.85 / MAX: 26.28MIN: 32 / MAX: 32.54MIN: 15.18 / MAX: 15.39MIN: 29.8 / MAX: 30.54

Embree

Binary: Pathtracer - Model: Asian Dragon Obj

OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 3.6.1Binary: Pathtracer - Model: Asian Dragon Obj2 x Xeon Gold 5220R2 x Xeon Gold 6226R2 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 82802 x Xeon Silver 4216EPYC 2 7R32Xeon Gold 5218Xeon Gold 5220RXeon Gold 6226RXeon Platinum 8259CLXeon Platinum 8280Xeon Silver 4216Xeon W-3275M1224364860SE +/- 0.05, N = 3SE +/- 0.01, N = 3SE +/- 0.04, N = 3SE +/- 0.05, N = 3SE +/- 0.34, N = 3SE +/- 0.09, N = 3SE +/- 0.11, N = 3SE +/- 0.05, N = 3SE +/- 0.03, N = 3SE +/- 0.02, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.02, N = 3SE +/- 0.06, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 332.3331.3142.7642.4935.6740.8551.7925.5047.5813.8517.8017.4223.7229.2113.8827.20MIN: 31.97 / MAX: 32.83MIN: 31.07 / MAX: 31.76MIN: 42.06 / MAX: 43.59MIN: 41.76 / MAX: 43.28MIN: 34.25 / MAX: 38.16MIN: 40.1 / MAX: 42.54MIN: 50.62 / MAX: 53.17MIN: 25.3 / MAX: 25.83MIN: 46.92 / MAX: 48.74MIN: 13.79 / MAX: 13.97MIN: 17.67 / MAX: 17.93MIN: 17.34 / MAX: 17.59MIN: 23.57 / MAX: 23.92MIN: 28.89 / MAX: 29.61MIN: 13.82 / MAX: 13.97MIN: 26.82 / MAX: 27.54

Blender

Blend File: Fishy Cat - Compute: CPU-Only

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.82Blend File: Fishy Cat - Compute: CPU-Only2 x Xeon Gold 5220R2 x Xeon Gold 6226R2 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 82802 x Xeon Silver 4216EPYC 2 7R32Xeon Gold 5218Xeon Gold 5220RXeon Gold 6226RXeon Platinum 8259CLXeon Platinum 8280Xeon Silver 4216Xeon W-3275M50100150200250SE +/- 0.06, N = 3SE +/- 0.20, N = 3SE +/- 0.11, N = 3SE +/- 0.14, N = 3SE +/- 0.05, N = 3SE +/- 0.13, N = 3SE +/- 0.03, N = 3SE +/- 0.19, N = 3SE +/- 0.05, N = 3SE +/- 0.05, N = 3SE +/- 0.11, N = 3SE +/- 0.05, N = 3SE +/- 0.08, N = 3SE +/- 0.16, N = 3SE +/- 0.07, N = 3SE +/- 0.05, N = 398.2496.4179.0079.2269.9370.0466.39125.3565.67229.28175.95173.95134.22110.67229.71118.09

MKL-DNN DNNL

Harness: IP Batch 1D - Data Type: bf16bf16bf16

OpenBenchmarking.orgms, Fewer Is BetterMKL-DNN DNNL 1.1Harness: IP Batch 1D - Data Type: bf16bf16bf162 x Xeon Gold 5220R2 x Xeon Gold 6226R2 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 82802 x Xeon Silver 4216Xeon Gold 5218Xeon Gold 5220RXeon Gold 6226RXeon Platinum 8259CLXeon Platinum 8280Xeon Silver 4216Xeon W-3275M3691215SE +/- 0.02081, N = 3SE +/- 0.00482, N = 3SE +/- 0.00431, N = 3SE +/- 0.00913, N = 3SE +/- 0.00988, N = 3SE +/- 0.00386, N = 3SE +/- 0.01183, N = 3SE +/- 0.01534, N = 3SE +/- 0.00212, N = 3SE +/- 0.02077, N = 3SE +/- 0.00265, N = 3SE +/- 0.00262, N = 3SE +/- 0.00377, N = 3SE +/- 0.02765, N = 3SE +/- 0.02664, N = 35.727913.212814.489184.464404.103694.060413.659645.565008.827108.685905.714395.699004.8317010.901405.56304MIN: 5.56MIN: 2.99MIN: 4.31MIN: 4.28MIN: 3.91MIN: 3.85MIN: 3.47MIN: 5.18MIN: 8.65MIN: 8.38MIN: 5.6MIN: 5.57MIN: 4.76MIN: 10.12MIN: 5.041. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl

MKL-DNN DNNL

Harness: IP Batch 1D - Data Type: f32

OpenBenchmarking.orgms, Fewer Is BetterMKL-DNN DNNL 1.1Harness: IP Batch 1D - Data Type: f322 x Xeon Gold 5220R2 x Xeon Gold 6226R2 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 82802 x Xeon Silver 4216EPYC 2 7R32Xeon Gold 5218Xeon Gold 5220RXeon Gold 6226RXeon Platinum 8259CLXeon Platinum 8280Xeon Silver 4216Xeon W-3275M1.16252.3253.48754.655.8125SE +/- 0.02205, N = 15SE +/- 0.01296, N = 3SE +/- 0.01483, N = 15SE +/- 0.01953, N = 3SE +/- 0.02693, N = 15SE +/- 0.00571, N = 3SE +/- 0.01437, N = 15SE +/- 0.01245, N = 3SE +/- 0.00673, N = 3SE +/- 0.02145, N = 3SE +/- 0.01148, N = 3SE +/- 0.00644, N = 3SE +/- 0.00893, N = 3SE +/- 0.01072, N = 3SE +/- 0.01398, N = 3SE +/- 0.00575, N = 32.230092.189751.576871.537291.959921.635991.639862.666991.675604.756964.499854.413662.699772.394515.166582.86715MIN: 1.82MIN: 1.86MIN: 1.29MIN: 1.39MIN: 1.37MIN: 1.41MIN: 1.39MIN: 2.31MIN: 1.59MIN: 4.33MIN: 4.19MIN: 3.68MIN: 2.46MIN: 2.28MIN: 4.71MIN: 2.531. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl

NAS Parallel Benchmarks

Test / Class: SP.B

OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: SP.B2 x Xeon Gold 5220R2 x Xeon Gold 6226R2 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 82802 x Xeon Silver 4216EPYC 2 7R32Xeon Gold 5218Xeon Gold 5220RXeon Gold 6226RXeon Platinum 8259CLXeon Platinum 8280Xeon Silver 4216Xeon W-3275M15K30K45K60K75KSE +/- 31.12, N = 3SE +/- 190.70, N = 3SE +/- 77.17, N = 3SE +/- 42.29, N = 3SE +/- 115.61, N = 3SE +/- 157.62, N = 3SE +/- 520.84, N = 15SE +/- 13.76, N = 3SE +/- 54.67, N = 3SE +/- 23.98, N = 3SE +/- 28.87, N = 3SE +/- 151.80, N = 3SE +/- 57.24, N = 3SE +/- 146.25, N = 350932.8849232.2453978.9038493.5770893.4142220.9451225.1822329.3423346.5623859.7924288.3432682.1421149.6831426.531. (F9X) gfortran options: -O3 -march=native -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi2. 2 x Xeon Gold 5220R: Open MPI 4.0.3rc43. 2 x Xeon Gold 6226R: Open MPI 4.0.3rc44. 2 x Xeon Platinum 8259CL: Open MPI 3.1.35. 2 x Xeon Platinum 8259CL NUMA off: Open MPI 3.1.36. 2 x Xeon Platinum 8280: Open MPI 4.0.3rc47. 2 x Xeon Silver 4216: Open MPI 4.0.3rc48. EPYC 2 7R32: Open MPI 3.1.39. Xeon Gold 5218: Open MPI 4.0.3rc410. Xeon Gold 5220R: Open MPI 4.0.3rc411. Xeon Gold 6226R: Open MPI 4.0.3rc412. Xeon Platinum 8259CL: Open MPI 3.1.313. Xeon Platinum 8280: Open MPI 4.0.3rc414. Xeon Silver 4216: Open MPI 4.0.3rc415. Xeon W-3275M: Open MPI 3.1.3

Blender

Blend File: Barbershop - Compute: CPU-Only

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.82Blend File: Barbershop - Compute: CPU-Only2 x Xeon Gold 5220R2 x Xeon Gold 6226R2 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 82802 x Xeon Silver 4216EPYC 2 7R32Xeon Gold 5218Xeon Gold 5220RXeon Gold 6226RXeon Platinum 8259CLXeon Platinum 8280Xeon Silver 4216Xeon W-3275M130260390520650SE +/- 0.30, N = 3SE +/- 0.25, N = 3SE +/- 0.16, N = 3SE +/- 0.10, N = 3SE +/- 0.15, N = 3SE +/- 0.12, N = 3SE +/- 0.40, N = 3SE +/- 0.10, N = 3SE +/- 0.49, N = 3SE +/- 0.20, N = 3SE +/- 0.20, N = 3SE +/- 0.44, N = 3SE +/- 0.10, N = 3SE +/- 0.20, N = 3SE +/- 0.17, N = 3SE +/- 0.22, N = 3260.56257.01211.33211.37189.55190.01187.33333.40177.79589.07456.47453.22350.47287.80593.13304.79

LAMMPS Molecular Dynamics Simulator

Model: Rhodopsin Protein

OpenBenchmarking.orgns/day, More Is BetterLAMMPS Molecular Dynamics Simulator 9Jan2020Model: Rhodopsin Protein2 x Xeon Gold 5220R2 x Xeon Gold 6226R2 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 82802 x Xeon Silver 4216EPYC 2 7R32Xeon Gold 5218Xeon Gold 5220RXeon Gold 6226RXeon Platinum 8259CLXeon Platinum 8280Xeon Silver 4216Xeon W-3275M612182430SE +/- 0.046, N = 3SE +/- 0.055, N = 3SE +/- 0.332, N = 3SE +/- 0.324, N = 3SE +/- 0.155, N = 3SE +/- 0.178, N = 3SE +/- 0.251, N = 14SE +/- 0.014, N = 3SE +/- 0.372, N = 15SE +/- 0.006, N = 3SE +/- 0.018, N = 3SE +/- 0.024, N = 3SE +/- 0.083, N = 3SE +/- 0.192, N = 3SE +/- 0.021, N = 3SE +/- 0.127, N = 1517.37818.15022.53521.88722.30120.98424.78814.16120.8218.1589.53510.32513.04015.3147.81014.562-lpng -lz-lpng -lz-lpng -lz-lpng -lz-lpng -lz-lpng -lz-lpng -lz-lpng -lz-lpng -lz-ljpeg -lpng -lz1. (CXX) g++ options: -O3 -rdynamic -lfftw3 -lm

Appleseed

Scene: Disney Material

OpenBenchmarking.orgSeconds, Fewer Is BetterAppleseed 2.0 BetaScene: Disney Material2 x Xeon Gold 5220R2 x Xeon Gold 6226R2 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 82802 x Xeon Silver 4216EPYC 2 7R32Xeon Gold 5218Xeon Gold 5220RXeon Gold 6226RXeon Platinum 8259CLXeon Platinum 8280Xeon Silver 4216Xeon W-3275M408012016020088.8684.8473.5873.2268.6168.2068.62107.5062.43182.56158.77155.23120.17103.83194.40106.64

MKL-DNN DNNL

Harness: Deconvolution Batch deconv_all - Data Type: f32

OpenBenchmarking.orgms, Fewer Is BetterMKL-DNN DNNL 1.1Harness: Deconvolution Batch deconv_all - Data Type: f322 x Xeon Gold 5220R2 x Xeon Gold 6226R2 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 82802 x Xeon Silver 4216EPYC 2 7R32Xeon Gold 5218Xeon Gold 5220RXeon Gold 6226RXeon Platinum 8259CLXeon Platinum 8280Xeon Silver 4216Xeon W-3275M5001000150020002500SE +/- 1.51, N = 3SE +/- 0.89, N = 3SE +/- 0.85, N = 3SE +/- 0.88, N = 3SE +/- 2.10, N = 3SE +/- 0.18, N = 3SE +/- 0.39, N = 3SE +/- 0.28, N = 3SE +/- 1.29, N = 3SE +/- 0.44, N = 3SE +/- 0.74, N = 3SE +/- 0.49, N = 3SE +/- 0.97, N = 3SE +/- 0.33, N = 3SE +/- 7.40, N = 3SE +/- 16.26, N = 51278.25711.39739.16743.70981.06910.14881.781364.261485.471699.691920.74983.911029.241113.542201.041292.62MIN: 1270.58MIN: 703.37MIN: 731.99MIN: 737.27MIN: 965.05MIN: 903.49MIN: 874.01MIN: 1356.18MIN: 1462.15MIN: 1694.75MIN: 1902.55MIN: 975.96MIN: 1023.45MIN: 1108.65MIN: 2184.66MIN: 1177.91. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl

Tungsten Renderer

Scene: Hair

OpenBenchmarking.orgSeconds, Fewer Is BetterTungsten Renderer 0.2.2Scene: Hair2 x Xeon Gold 5220R2 x Xeon Gold 6226R2 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 82802 x Xeon Silver 4216EPYC 2 7R32Xeon Gold 5218Xeon Gold 5220RXeon Gold 6226RXeon Platinum 8259CLXeon Platinum 8280Xeon Silver 4216Xeon W-3275M612182430SE +/- 0.03810, N = 3SE +/- 0.05690, N = 3SE +/- 0.05659, N = 3SE +/- 0.05235, N = 3SE +/- 0.03608, N = 3SE +/- 0.03939, N = 3SE +/- 0.11249, N = 3SE +/- 0.06619, N = 3SE +/- 0.05445, N = 3SE +/- 0.02235, N = 3SE +/- 0.03525, N = 3SE +/- 0.06005, N = 3SE +/- 0.03318, N = 3SE +/- 0.03914, N = 3SE +/- 0.12220, N = 3SE +/- 0.05256, N = 311.0726010.665309.262179.090738.290678.193377.8270613.603107.6745522.4866018.9840018.6129014.8046012.6863023.6129012.71040-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-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-mavx512f -mavx512vl -mavx512cd -mavx512dq -mavx512bw -mno-sse4a -ljpeg1. (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

Basis Universal

Settings: UASTC Level 3

OpenBenchmarking.orgSeconds, Fewer Is BetterBasis Universal 1.12Settings: UASTC Level 32 x Xeon Gold 5220R2 x Xeon Gold 6226R2 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 82802 x Xeon Silver 4216EPYC 2 7R32Xeon Gold 5218Xeon Gold 5220RXeon Gold 6226RXeon Platinum 8259CLXeon Platinum 8280Xeon Silver 4216Xeon W-3275M1326395265SE +/- 0.02, N = 3SE +/- 0.05, N = 3SE +/- 0.08, N = 3SE +/- 0.02, N = 3SE +/- 0.18, N = 3SE +/- 0.00, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.06, N = 3SE +/- 0.03, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 327.9827.2323.0923.1521.0620.9919.8934.6319.1955.2146.7144.9435.9830.6958.2530.631. (CXX) g++ options: -std=c++11 -fvisibility=hidden -fPIC -fno-strict-aliasing -O3 -rdynamic -lm -lpthread

NAS Parallel Benchmarks

Test / Class: LU.C

OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: LU.C2 x Xeon Gold 5220R2 x Xeon Gold 6226R2 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 82802 x Xeon Silver 4216EPYC 2 7R32Xeon Gold 5218Xeon Gold 5220RXeon Gold 6226RXeon Platinum 8259CLXeon Platinum 8280Xeon Silver 4216Xeon W-3275M30K60K90K120K150KSE +/- 135.16, N = 3SE +/- 50.65, N = 3SE +/- 55.32, N = 3SE +/- 32.58, N = 3SE +/- 188.25, N = 3SE +/- 91.80, N = 3SE +/- 139.53, N = 3SE +/- 41.33, N = 3SE +/- 45.25, N = 3SE +/- 30.22, N = 3SE +/- 7.82, N = 3SE +/- 82.95, N = 3SE +/- 38.08, N = 3SE +/- 35.10, N = 3108883.40106268.33120961.9194642.99140090.3285606.5399821.8948143.4956744.8758594.5065522.4674255.6746723.0169606.841. (F9X) gfortran options: -O3 -march=native -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi2. 2 x Xeon Gold 5220R: Open MPI 4.0.3rc43. 2 x Xeon Gold 6226R: Open MPI 4.0.3rc44. 2 x Xeon Platinum 8259CL: Open MPI 3.1.35. 2 x Xeon Platinum 8259CL NUMA off: Open MPI 3.1.36. 2 x Xeon Platinum 8280: Open MPI 4.0.3rc47. 2 x Xeon Silver 4216: Open MPI 4.0.3rc48. EPYC 2 7R32: Open MPI 3.1.39. Xeon Gold 5218: Open MPI 4.0.3rc410. Xeon Gold 5220R: Open MPI 4.0.3rc411. Xeon Gold 6226R: Open MPI 4.0.3rc412. Xeon Platinum 8259CL: Open MPI 3.1.313. Xeon Platinum 8280: Open MPI 4.0.3rc414. Xeon Silver 4216: Open MPI 4.0.3rc415. Xeon W-3275M: Open MPI 3.1.3

Timed Linux Kernel Compilation

Time To Compile

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Linux Kernel Compilation 5.4Time To Compile2 x Xeon Gold 5220R2 x Xeon Gold 6226R2 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 82802 x Xeon Silver 4216EPYC 2 7R32Xeon Gold 5218Xeon Gold 5220RXeon Gold 6226RXeon Platinum 8259CLXeon Platinum 8280Xeon Silver 4216Xeon W-3275M1632486480SE +/- 0.34, N = 10SE +/- 0.37, N = 8SE +/- 0.23, N = 14SE +/- 0.37, N = 14SE +/- 0.24, N = 13SE +/- 0.38, N = 14SE +/- 0.25, N = 14SE +/- 0.41, N = 10SE +/- 0.19, N = 13SE +/- 0.88, N = 4SE +/- 0.87, N = 4SE +/- 0.88, N = 3SE +/- 0.44, N = 7SE +/- 0.42, N = 8SE +/- 0.99, N = 4SE +/- 0.35, N = 936.7036.6027.5829.2827.1029.2627.3145.3224.0167.1659.0157.7741.1440.9071.7736.37

NAS Parallel Benchmarks

Test / Class: BT.C

OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: BT.C2 x Xeon Gold 5220R2 x Xeon Gold 6226R2 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 82802 x Xeon Silver 4216EPYC 2 7R32Xeon Gold 5218Xeon Gold 5220RXeon Gold 6226RXeon Platinum 8259CLXeon Platinum 8280Xeon Silver 4216Xeon W-3275M30K60K90K120K150KSE +/- 42.06, N = 3SE +/- 86.40, N = 3SE +/- 107.83, N = 3SE +/- 64.74, N = 3SE +/- 78.84, N = 3SE +/- 124.40, N = 3SE +/- 500.22, N = 3SE +/- 54.74, N = 3SE +/- 44.99, N = 3SE +/- 27.55, N = 3SE +/- 15.49, N = 3SE +/- 52.95, N = 3SE +/- 4.15, N = 3SE +/- 127.07, N = 3100761.2977470.67104107.9984766.14136046.5365509.98106415.5348617.0550787.7956576.1251975.3571842.3446389.7969347.581. (F9X) gfortran options: -O3 -march=native -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi2. 2 x Xeon Gold 5220R: Open MPI 4.0.3rc43. 2 x Xeon Gold 6226R: Open MPI 4.0.3rc44. 2 x Xeon Platinum 8259CL: Open MPI 3.1.35. 2 x Xeon Platinum 8259CL NUMA off: Open MPI 3.1.36. 2 x Xeon Platinum 8280: Open MPI 4.0.3rc47. 2 x Xeon Silver 4216: Open MPI 4.0.3rc48. EPYC 2 7R32: Open MPI 3.1.39. Xeon Gold 5218: Open MPI 4.0.3rc410. Xeon Gold 5220R: Open MPI 4.0.3rc411. Xeon Gold 6226R: Open MPI 4.0.3rc412. Xeon Platinum 8259CL: Open MPI 3.1.313. Xeon Platinum 8280: Open MPI 4.0.3rc414. Xeon Silver 4216: Open MPI 4.0.3rc415. Xeon W-3275M: Open MPI 3.1.3

dav1d

Video Input: Summer Nature 1080p

OpenBenchmarking.orgFPS, More Is Betterdav1d 0.6.0Video Input: Summer Nature 1080p2 x Xeon Gold 5220R2 x Xeon Gold 6226R2 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 82802 x Xeon Silver 4216EPYC 2 7R32Xeon Gold 5218Xeon Gold 5220RXeon Gold 6226RXeon Platinum 8259CLXeon Platinum 8280Xeon Silver 4216Xeon W-3275M150300450600750SE +/- 3.79, N = 6SE +/- 1.84, N = 3SE +/- 3.67, N = 3SE +/- 3.77, N = 15SE +/- 4.96, N = 3SE +/- 3.42, N = 3SE +/- 3.74, N = 15SE +/- 4.57, N = 3SE +/- 2.19, N = 3SE +/- 1.26, N = 3SE +/- 2.31, N = 3SE +/- 0.97, N = 3SE +/- 1.73, N = 3SE +/- 0.52, N = 3SE +/- 1.97, N = 3SE +/- 2.32, N = 3321.84358.62431.76400.24422.89406.66409.88272.55676.16265.46274.98307.75353.78323.20232.35537.84MIN: 175.96 / MAX: 365.43MIN: 196.53 / MAX: 395.24MIN: 205.51 / MAX: 479.42MIN: 106.81 / MAX: 466.09MIN: 175.85 / MAX: 474MIN: 144.68 / MAX: 463.23MIN: 126.27 / MAX: 481.12MIN: 156.69 / MAX: 307.87MIN: 302.17 / MAX: 751.14MIN: 166.24 / MAX: 288.23MIN: 160.24 / MAX: 299.46MIN: 179.63 / MAX: 337.24MIN: 207.11 / MAX: 387.94MIN: 200.79 / MAX: 358.32MIN: 133.23 / MAX: 255.75MIN: 317.28 / MAX: 605.871. (CC) gcc options: -pthread

PostgreSQL pgbench

Scaling: Buffer Test - Test: Normal Load - Mode: Read Only

OpenBenchmarking.orgTPS, More Is BetterPostgreSQL pgbench 12.0Scaling: Buffer Test - Test: Normal Load - Mode: Read Only2 x Xeon Gold 5220R2 x Xeon Gold 6226R2 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 82802 x Xeon Silver 4216EPYC 2 7R32Xeon Gold 5218Xeon Gold 5220RXeon Gold 6226RXeon Platinum 8259CLXeon Platinum 8280Xeon Silver 4216Xeon W-3275M200K400K600K800K1000KSE +/- 2029.20, N = 3SE +/- 494.87, N = 3SE +/- 2473.02, N = 3SE +/- 1194.42, N = 3SE +/- 13693.01, N = 9SE +/- 1557.39, N = 3SE +/- 10457.35, N = 3SE +/- 568.07, N = 3SE +/- 953.22, N = 3SE +/- 198.36, N = 3SE +/- 474.33, N = 3SE +/- 358.06, N = 3SE +/- 194.45, N = 3SE +/- 1625.61, N = 3SE +/- 517.49, N = 3SE +/- 3571.60, N = 3598798.57587882.23795715.31790827.57629984.51725740.72909916.49501697.24891303.12322051.63383120.69376860.32512031.42560887.77313376.78567696.511. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -lcrypt -ldl -lm

MKL-DNN DNNL

Harness: IP Batch All - Data Type: f32

OpenBenchmarking.orgms, Fewer Is BetterMKL-DNN DNNL 1.1Harness: IP Batch All - Data Type: f322 x Xeon Gold 5220R2 x Xeon Gold 6226R2 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 82802 x Xeon Silver 4216EPYC 2 7R32Xeon Gold 5218Xeon Gold 5220RXeon Gold 6226RXeon Platinum 8259CLXeon Platinum 8280Xeon Silver 4216Xeon W-3275M510152025SE +/- 0.02232, N = 3SE +/- 0.06373, N = 3SE +/- 0.03588, N = 3SE +/- 0.00603, N = 3SE +/- 0.07053, N = 3SE +/- 0.00546, N = 3SE +/- 0.01419, N = 3SE +/- 0.05182, N = 3SE +/- 0.01277, N = 3SE +/- 0.02892, N = 3SE +/- 0.00905, N = 3SE +/- 0.01593, N = 3SE +/- 0.03341, N = 3SE +/- 0.00854, N = 3SE +/- 0.01401, N = 3SE +/- 0.10112, N = 310.6348010.523909.976696.6584219.1030012.682009.5246611.421508.883909.309598.907958.842337.890716.7950910.193007.54439MIN: 10.26MIN: 10.17MIN: 9.62MIN: 6.25MIN: 18.63MIN: 12.39MIN: 9.28MIN: 11.02MIN: 8.36MIN: 9.16MIN: 8.69MIN: 8.73MIN: 7.76MIN: 6.68MIN: 9.79MIN: 6.711. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl

dav1d

Video Input: Chimera 1080p 10-bit

OpenBenchmarking.orgFPS, More Is Betterdav1d 0.6.0Video Input: Chimera 1080p 10-bit2 x Xeon Gold 5220R2 x Xeon Gold 6226R2 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 82802 x Xeon Silver 4216EPYC 2 7R32Xeon Gold 5218Xeon Gold 5220RXeon Gold 6226RXeon Platinum 8259CLXeon Platinum 8280Xeon Silver 4216Xeon W-3275M306090120150SE +/- 0.47, N = 3SE +/- 0.16, N = 3SE +/- 0.04, N = 3SE +/- 0.56, N = 3SE +/- 0.44, N = 3SE +/- 0.30, N = 3SE +/- 0.07, N = 3SE +/- 0.16, N = 3SE +/- 0.60, N = 3SE +/- 0.05, N = 3SE +/- 0.14, N = 3SE +/- 0.24, N = 3SE +/- 0.13, N = 3SE +/- 0.12, N = 3SE +/- 0.06, N = 3SE +/- 0.05, N = 370.8173.9589.5588.6690.2890.7885.1459.51140.1455.8858.0562.3267.3365.4050.1081.60MIN: 54.24 / MAX: 115.34MIN: 55.51 / MAX: 119.74MIN: 69.22 / MAX: 130.8MIN: 69.45 / MAX: 129.53MIN: 71.05 / MAX: 131.54MIN: 71.49 / MAX: 131.32MIN: 66.74 / MAX: 126.85MIN: 45.13 / MAX: 93.29MIN: 101.2 / MAX: 212.94MIN: 40.96 / MAX: 112.64MIN: 42.73 / MAX: 119.59MIN: 45.27 / MAX: 134.22MIN: 49.41 / MAX: 122.02MIN: 49.2 / MAX: 111MIN: 36.69 / MAX: 102.49MIN: 55.07 / MAX: 147.521. (CC) gcc options: -pthread

Intel Open Image Denoise

Scene: Memorial

OpenBenchmarking.orgImages / Sec, More Is BetterIntel Open Image Denoise 1.0.0Scene: Memorial2 x Xeon Gold 5220R2 x Xeon Gold 6226R2 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 82802 x Xeon Silver 4216EPYC 2 7R32Xeon Gold 5218Xeon Gold 5220RXeon Gold 6226RXeon Platinum 8259CLXeon Platinum 8280Xeon Silver 4216Xeon W-3275M816243240SE +/- 0.05, N = 3SE +/- 0.36, N = 3SE +/- 0.12, N = 3SE +/- 0.21, N = 3SE +/- 0.13, N = 3SE +/- 0.04, N = 3SE +/- 0.17, N = 3SE +/- 0.09, N = 3SE +/- 0.04, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.03, N = 3SE +/- 0.07, N = 3SE +/- 0.02, N = 3SE +/- 0.02, N = 3SE +/- 0.30, N = 327.9733.0633.8933.1015.0619.5534.4920.4328.7115.8018.4122.0127.9931.1012.8527.35

Timed LLVM Compilation

Time To Compile

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed LLVM Compilation 10.0Time To Compile2 x Xeon Gold 5220R2 x Xeon Gold 6226R2 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 82802 x Xeon Silver 4216EPYC 2 7R32Xeon Gold 5218Xeon Gold 5220RXeon Gold 6226RXeon Platinum 8259CLXeon Platinum 8280Xeon Silver 4216Xeon W-3275M110220330440550SE +/- 2.03, N = 3SE +/- 3.51, N = 3SE +/- 1.13, N = 3SE +/- 1.40, N = 3SE +/- 1.63, N = 3SE +/- 3.50, N = 3SE +/- 1.01, N = 3SE +/- 1.73, N = 3SE +/- 0.72, N = 3SE +/- 3.37, N = 3SE +/- 1.84, N = 3SE +/- 2.13, N = 3SE +/- 5.07, N = 3SE +/- 4.79, N = 3SE +/- 2.53, N = 3SE +/- 2.68, N = 3286.78279.68232.05244.94218.05244.91221.52347.83200.04501.22430.43433.19317.61308.74531.15281.68

NAS Parallel Benchmarks

Test / Class: MG.C

OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: MG.C2 x Xeon Gold 5220R2 x Xeon Gold 6226R2 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 82802 x Xeon Silver 4216EPYC 2 7R32Xeon Gold 5218Xeon Gold 5220RXeon Gold 6226RXeon Platinum 8259CLXeon Platinum 8280Xeon Silver 4216Xeon W-3275M15K30K45K60K75KSE +/- 464.43, N = 3SE +/- 193.70, N = 3SE +/- 304.73, N = 3SE +/- 420.94, N = 3SE +/- 860.82, N = 5SE +/- 151.51, N = 3SE +/- 796.48, N = 3SE +/- 36.97, N = 3SE +/- 114.95, N = 3SE +/- 27.89, N = 3SE +/- 114.90, N = 3SE +/- 129.93, N = 3SE +/- 69.19, N = 3SE +/- 40.04, N = 358984.1858681.4263393.3543490.1569175.1252832.4749330.1530328.6531197.2231633.6033490.0337089.0528301.1335376.111. (F9X) gfortran options: -O3 -march=native -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi2. 2 x Xeon Gold 5220R: Open MPI 4.0.3rc43. 2 x Xeon Gold 6226R: Open MPI 4.0.3rc44. 2 x Xeon Platinum 8259CL: Open MPI 3.1.35. 2 x Xeon Platinum 8259CL NUMA off: Open MPI 3.1.36. 2 x Xeon Platinum 8280: Open MPI 4.0.3rc47. 2 x Xeon Silver 4216: Open MPI 4.0.3rc48. EPYC 2 7R32: Open MPI 3.1.39. Xeon Gold 5218: Open MPI 4.0.3rc410. Xeon Gold 5220R: Open MPI 4.0.3rc411. Xeon Gold 6226R: Open MPI 4.0.3rc412. Xeon Platinum 8259CL: Open MPI 3.1.313. Xeon Platinum 8280: Open MPI 4.0.3rc414. Xeon Silver 4216: Open MPI 4.0.3rc415. Xeon W-3275M: Open MPI 3.1.3

dav1d

Video Input: Summer Nature 4K

OpenBenchmarking.orgFPS, More Is Betterdav1d 0.6.0Video Input: Summer Nature 4K2 x Xeon Gold 5220R2 x Xeon Gold 6226R2 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 82802 x Xeon Silver 4216EPYC 2 7R32Xeon Gold 5218Xeon Gold 5220RXeon Gold 6226RXeon Platinum 8259CLXeon Platinum 8280Xeon Silver 4216Xeon W-3275M70140210280350SE +/- 0.84, N = 3SE +/- 1.66, N = 3SE +/- 1.73, N = 3SE +/- 1.78, N = 3SE +/- 1.14, N = 3SE +/- 0.62, N = 3SE +/- 3.68, N = 3SE +/- 1.81, N = 3SE +/- 0.98, N = 3SE +/- 0.30, N = 3SE +/- 0.78, N = 3SE +/- 1.20, N = 3SE +/- 1.31, N = 3SE +/- 1.15, N = 3SE +/- 0.15, N = 3SE +/- 1.20, N = 3177.89203.10215.64212.99218.14216.86221.31159.60321.17136.86160.59170.07205.63199.08132.46256.60MIN: 103.41 / MAX: 190.93MIN: 119.16 / MAX: 222.17MIN: 93.88 / MAX: 236.99MIN: 89.5 / MAX: 233.99MIN: 105.24 / MAX: 238.99MIN: 97.39 / MAX: 239.16MIN: 81.4 / MAX: 247.6MIN: 100.88 / MAX: 178.21MIN: 150.11 / MAX: 347.95MIN: 107.86 / MAX: 153.94MIN: 110.85 / MAX: 181MIN: 115.59 / MAX: 193.75MIN: 134.32 / MAX: 229.88MIN: 121.12 / MAX: 214.69MIN: 104.21 / MAX: 150.6MIN: 164.1 / MAX: 284.351. (CC) gcc options: -pthread

Appleseed

Scene: Emily

OpenBenchmarking.orgSeconds, Fewer Is BetterAppleseed 2.0 BetaScene: Emily2 x Xeon Gold 5220R2 x Xeon Gold 6226R2 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 82802 x Xeon Silver 4216EPYC 2 7R32Xeon Gold 5218Xeon Gold 5220RXeon Gold 6226RXeon Platinum 8259CLXeon Platinum 8280Xeon Silver 4216Xeon W-3275M80160240320400180.65177.66161.85163.71152.90152.09154.98222.97147.69328.14284.28276.77219.32197.65345.39196.93

SVT-AV1

Encoder Mode: Enc Mode 8 - Input: 1080p

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 0.8Encoder Mode: Enc Mode 8 - Input: 1080p2 x Xeon Gold 5220R2 x Xeon Gold 6226R2 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 82802 x Xeon Silver 4216EPYC 2 7R32Xeon Gold 5218Xeon Gold 5220RXeon Gold 6226RXeon Platinum 8259CLXeon Platinum 8280Xeon Silver 4216Xeon W-3275M1326395265SE +/- 0.18, N = 3SE +/- 0.25, N = 3SE +/- 0.13, N = 3SE +/- 0.29, N = 3SE +/- 0.17, N = 3SE +/- 0.48, N = 3SE +/- 0.67, N = 3SE +/- 0.11, N = 3SE +/- 0.77, N = 3SE +/- 0.06, N = 3SE +/- 0.13, N = 3SE +/- 0.09, N = 3SE +/- 0.35, N = 3SE +/- 0.07, N = 3SE +/- 0.08, N = 3SE +/- 0.46, N = 349.2151.7153.0452.3155.3756.1256.9840.5554.4727.1933.0934.6446.8751.9226.4653.821. (CXX) g++ options: -fPIE -fPIC -pie

SVT-AV1

Encoder Mode: Enc Mode 4 - Input: 1080p

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 0.8Encoder Mode: Enc Mode 4 - Input: 1080p2 x Xeon Gold 5220R2 x Xeon Gold 6226R2 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 82802 x Xeon Silver 4216EPYC 2 7R32Xeon Gold 5218Xeon Gold 5220RXeon Gold 6226RXeon Platinum 8259CLXeon Platinum 8280Xeon Silver 4216Xeon W-3275M246810SE +/- 0.019, N = 3SE +/- 0.009, N = 3SE +/- 0.002, N = 3SE +/- 0.075, N = 4SE +/- 0.041, N = 3SE +/- 0.046, N = 3SE +/- 0.064, N = 3SE +/- 0.010, N = 3SE +/- 0.072, N = 5SE +/- 0.003, N = 3SE +/- 0.014, N = 3SE +/- 0.018, N = 3SE +/- 0.052, N = 3SE +/- 0.032, N = 3SE +/- 0.021, N = 3SE +/- 0.023, N = 35.3025.4315.9555.9965.2435.9427.0334.2165.7143.3394.2854.3405.1126.0303.3096.3891. (CXX) g++ options: -fPIE -fPIC -pie

Timed MrBayes Analysis

Primate Phylogeny Analysis

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed MrBayes Analysis 3.2.7Primate Phylogeny Analysis2 x Xeon Gold 5220R2 x Xeon Gold 6226R2 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 82802 x Xeon Silver 4216EPYC 2 7R32Xeon Gold 5218Xeon Gold 5220RXeon Gold 6226RXeon Platinum 8259CLXeon Platinum 8280Xeon Silver 4216Xeon W-3275M4080120160200SE +/- 0.27, N = 3SE +/- 0.25, N = 3SE +/- 0.32, N = 3SE +/- 1.87, N = 3SE +/- 1.63, N = 5SE +/- 0.03, N = 3SE +/- 0.37, N = 3SE +/- 0.67, N = 3SE +/- 0.68, N = 3SE +/- 0.44, N = 3SE +/- 0.03, N = 3SE +/- 0.09, N = 3SE +/- 0.18, N = 3SE +/- 0.01, N = 3SE +/- 0.15, N = 3SE +/- 0.13, N = 3134.93124.26139.75141.90125.87124.30129.99194.5092.36147.73134.48123.70138.85128.85193.47143.35-mavx512f -mavx512cd -mavx512vl -mavx512bw -mavx512dq -mmpx-mavx512f -mavx512cd -mavx512vl -mavx512bw -mavx512dq -mmpx-mavx512f -mavx512cd -mavx512vl -mavx512bw -mavx512dq -mmpx-mavx512f -mavx512cd -mavx512vl -mavx512bw -mavx512dq -mmpx-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-mavx512f -mavx512cd -mavx512vl -mavx512bw -mavx512dq -mmpx -lreadline1. (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

PyPerformance

Benchmark: python_startup

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: python_startup2 x Xeon Gold 5220R2 x Xeon Gold 6226R2 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 82802 x Xeon Silver 4216EPYC 2 7R32Xeon Gold 5218Xeon Gold 5220RXeon Gold 6226RXeon Platinum 8259CLXeon Platinum 8280Xeon Silver 4216Xeon W-3275M510152025SE +/- 0.00, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.00, N = 3SE +/- 0.06, N = 3SE +/- 0.00, N = 3SE +/- 0.09, N = 3SE +/- 0.03, N = 3SE +/- 0.07, N = 3SE +/- 0.03, N = 3SE +/- 0.09, N = 311.210.911.322.611.215.416.311.111.311.011.411.215.417.7

Mlpack Benchmark

Benchmark: scikit_qda

OpenBenchmarking.orgSeconds, Fewer Is BetterMlpack BenchmarkBenchmark: scikit_qda2 x Xeon Gold 5220R2 x Xeon Gold 6226R2 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 82802 x Xeon Silver 4216EPYC 2 7R32Xeon Gold 5218Xeon Gold 5220RXeon Gold 6226RXeon Platinum 8259CLXeon Platinum 8280Xeon Silver 4216Xeon W-3275M1428425670SE +/- 0.63, N = 3SE +/- 0.21, N = 3SE +/- 0.54, N = 12SE +/- 0.19, N = 3SE +/- 1.16, N = 9SE +/- 0.54, N = 3SE +/- 0.34, N = 3SE +/- 0.51, N = 12SE +/- 0.28, N = 3SE +/- 0.43, N = 6SE +/- 0.49, N = 4SE +/- 0.46, N = 3SE +/- 0.12, N = 3SE +/- 0.29, N = 3SE +/- 0.39, N = 3SE +/- 0.18, N = 342.6944.5342.8841.2962.0257.2538.3550.1039.5437.4134.2431.9631.9830.4540.7532.65

PostgreSQL pgbench

Scaling: Buffer Test - Test: Normal Load - Mode: Read Write

OpenBenchmarking.orgTPS, More Is BetterPostgreSQL pgbench 12.0Scaling: Buffer Test - Test: Normal Load - Mode: Read Write2 x Xeon Gold 5220R2 x Xeon Gold 6226R2 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 82802 x Xeon Silver 4216EPYC 2 7R32Xeon Gold 5218Xeon Gold 5220RXeon Gold 6226RXeon Platinum 8259CLXeon Platinum 8280Xeon Silver 4216Xeon W-3275M11K22K33K44K55KSE +/- 158.35, N = 3SE +/- 119.26, N = 3SE +/- 56.30, N = 3SE +/- 408.27, N = 6SE +/- 141.57, N = 6SE +/- 38.08, N = 3SE +/- 19.82, N = 3SE +/- 220.44, N = 3SE +/- 319.58, N = 12SE +/- 1.34, N = 3SE +/- 54.71, N = 3SE +/- 56.97, N = 3SE +/- 245.15, N = 12SE +/- 370.72, N = 3SE +/- 132.22, N = 3SE +/- 85.02, N = 334227.7237715.224009.413168.733890.773197.7424466.9134916.036105.7340894.9045518.5946503.285941.3253139.0640373.3011704.231. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -lcrypt -ldl -lm

Mlpack Benchmark

Benchmark: scikit_ica

OpenBenchmarking.orgSeconds, Fewer Is BetterMlpack BenchmarkBenchmark: scikit_ica2 x Xeon Gold 5220R2 x Xeon Gold 6226R2 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 82802 x Xeon Silver 4216EPYC 2 7R32Xeon Gold 5218Xeon Gold 5220RXeon Gold 6226RXeon Platinum 8259CLXeon Platinum 8280Xeon Silver 4216Xeon W-3275M20406080100SE +/- 1.07, N = 4SE +/- 0.30, N = 3SE +/- 0.80, N = 3SE +/- 0.35, N = 3SE +/- 0.51, N = 15SE +/- 0.26, N = 3SE +/- 0.59, N = 3SE +/- 1.29, N = 3SE +/- 0.48, N = 15SE +/- 0.44, N = 3SE +/- 0.25, N = 3SE +/- 0.45, N = 3SE +/- 0.34, N = 3SE +/- 0.21, N = 3SE +/- 0.80, N = 3SE +/- 0.11, N = 377.4174.6358.4857.6953.5053.6663.3594.4549.4768.7868.1961.8261.2067.3681.3654.91

DeepSpeech

Acceleration: CPU

OpenBenchmarking.orgSeconds, Fewer Is BetterDeepSpeech 0.6Acceleration: CPU2 x Xeon Gold 5220R2 x Xeon Gold 6226R2 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 82802 x Xeon Silver 4216EPYC 2 7R32Xeon Gold 5218Xeon Gold 5220RXeon Gold 6226RXeon Platinum 8259CLXeon Platinum 8280Xeon Silver 4216Xeon W-3275M306090120150SE +/- 0.47, N = 3SE +/- 0.89, N = 3SE +/- 0.65, N = 3SE +/- 1.04, N = 3SE +/- 1.06, N = 3SE +/- 2.07, N = 4SE +/- 1.16, N = 3SE +/- 0.71, N = 3SE +/- 0.08, N = 3SE +/- 0.75, N = 3SE +/- 1.11, N = 3SE +/- 1.84, N = 3SE +/- 1.18, N = 8SE +/- 1.60, N = 3SE +/- 1.22, N = 3SE +/- 0.15, N = 3125.12123.39117.73135.05113.14138.26122.22133.0172.82128.41126.08119.79117.36118.09136.00123.85

Build2

Time To Compile

OpenBenchmarking.orgSeconds, Fewer Is BetterBuild2 0.12Time To Compile2 x Xeon Gold 5220R2 x Xeon Gold 6226R2 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 82802 x Xeon Silver 4216EPYC 2 7R32Xeon Gold 5218Xeon Gold 5220RXeon Gold 6226RXeon Platinum 8259CLXeon Platinum 8280Xeon Silver 4216Xeon W-3275M20406080100SE +/- 0.13, N = 3SE +/- 0.09, N = 3SE +/- 0.49, N = 3SE +/- 0.19, N = 3SE +/- 0.75, N = 6SE +/- 0.09, N = 3SE +/- 0.09, N = 3SE +/- 0.11, N = 3SE +/- 0.40, N = 3SE +/- 0.08, N = 3SE +/- 0.15, N = 3SE +/- 0.05, N = 3SE +/- 0.03, N = 3SE +/- 0.13, N = 3SE +/- 0.15, N = 3SE +/- 0.14, N = 372.1570.6166.6769.2064.5064.4262.7886.3359.96101.7291.6488.9876.1574.12109.7066.42

Mlpack Benchmark

Benchmark: scikit_linearridgeregression

OpenBenchmarking.orgSeconds, Fewer Is BetterMlpack BenchmarkBenchmark: scikit_linearridgeregression2 x Xeon Gold 5220R2 x Xeon Gold 6226R2 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 82802 x Xeon Silver 4216EPYC 2 7R32Xeon Gold 5218Xeon Gold 5220RXeon Gold 6226RXeon Platinum 8259CLXeon Platinum 8280Xeon Silver 4216Xeon W-3275M0.67281.34562.01842.69123.364SE +/- 0.06, N = 12SE +/- 0.04, N = 15SE +/- 0.02, N = 15SE +/- 0.02, N = 12SE +/- 0.04, N = 15SE +/- 0.03, N = 15SE +/- 0.03, N = 3SE +/- 0.02, N = 3SE +/- 0.02, N = 3SE +/- 0.03, N = 7SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.02, N = 15SE +/- 0.02, N = 3SE +/- 0.04, N = 3SE +/- 0.02, N = 32.392.082.302.422.362.461.822.991.792.462.251.932.001.672.971.99

SVT-VP9

Tuning: Visual Quality Optimized - Input: Bosphorus 1080p

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-VP9 0.1Tuning: Visual Quality Optimized - Input: Bosphorus 1080p2 x Xeon Gold 5220R2 x Xeon Gold 6226R2 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 82802 x Xeon Silver 4216EPYC 2 7R32Xeon Gold 5218Xeon Gold 5220RXeon Gold 6226RXeon Platinum 8259CLXeon Platinum 8280Xeon Silver 4216Xeon W-3275M60120180240300SE +/- 2.14, N = 3SE +/- 3.77, N = 4SE +/- 8.04, N = 12SE +/- 8.15, N = 12SE +/- 5.20, N = 12SE +/- 8.25, N = 12SE +/- 2.89, N = 4SE +/- 1.51, N = 3SE +/- 2.49, N = 3SE +/- 1.79, N = 3SE +/- 1.23, N = 3SE +/- 3.10, N = 3SE +/- 1.36, N = 3SE +/- 3.65, N = 4SE +/- 2.39, N = 3SE +/- 0.97, N = 3237.57256.91229.91229.53191.66228.38233.17206.42291.17172.82224.01221.95256.24265.40173.18282.181. (CC) gcc options: -fPIE -fPIC -fvisibility=hidden -O3 -pie -rdynamic -lpthread -lrt -lm

Timed GCC Compilation

Time To Compile

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed GCC Compilation 9.3.0Time To Compile2 x Xeon Gold 5220R2 x Xeon Gold 6226R2 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 82802 x Xeon Silver 4216EPYC 2 7R32Xeon Gold 5218Xeon Gold 5220RXeon Gold 6226RXeon Platinum 8259CLXeon Platinum 8280Xeon Silver 4216Xeon W-3275M30060090012001500SE +/- 1.42, N = 3SE +/- 0.70, N = 3SE +/- 0.68, N = 3SE +/- 1.08, N = 3SE +/- 5.92, N = 3SE +/- 1.25, N = 3SE +/- 0.24, N = 3SE +/- 0.64, N = 3SE +/- 0.63, N = 3SE +/- 0.04, N = 3SE +/- 0.07, N = 3SE +/- 0.43, N = 3SE +/- 0.67, N = 3SE +/- 0.29, N = 3SE +/- 1.02, N = 3SE +/- 0.44, N = 31060.58996.901012.041073.76966.601032.981005.531268.82849.191218.871167.681092.591067.641063.711398.02994.58

Timed GDB GNU Debugger Compilation

Time To Compile

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed GDB GNU Debugger Compilation 9.1Time To Compile2 x Xeon Gold 5220R2 x Xeon Gold 6226R2 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 82802 x Xeon Silver 4216EPYC 2 7R32Xeon Gold 5218Xeon Gold 5220RXeon Gold 6226RXeon Platinum 8259CLXeon Platinum 8280Xeon Silver 4216Xeon W-3275M4080120160200SE +/- 0.09, N = 3SE +/- 0.16, N = 3SE +/- 0.45, N = 3SE +/- 0.27, N = 3SE +/- 0.37, N = 3SE +/- 0.25, N = 3SE +/- 0.17, N = 3SE +/- 0.18, N = 3SE +/- 0.08, N = 3SE +/- 0.09, N = 3SE +/- 0.11, N = 3SE +/- 0.05, N = 3SE +/- 0.11, N = 3SE +/- 0.17, N = 3SE +/- 0.07, N = 3SE +/- 0.08, N = 3146.44133.44129.69146.44128.95145.51142.70169.70108.68156.30151.91139.12132.23144.64177.77134.82

Appleseed

Scene: Material Tester

OpenBenchmarking.orgSeconds, Fewer Is BetterAppleseed 2.0 BetaScene: Material Tester2 x Xeon Gold 5220R2 x Xeon Gold 6226R2 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 82802 x Xeon Silver 4216EPYC 2 7R32Xeon Gold 5218Xeon Gold 5220RXeon Gold 6226RXeon Platinum 8259CLXeon Platinum 8280Xeon Silver 4216Xeon W-3275M4080120160200189.46185.36185.23197.29189.30194.85193.44197.74175.19179.75162.86156.61128.00123.98188.78124.15

Nettle

Test: poly1305-aes

OpenBenchmarking.orgMbyte/s, More Is BetterNettle 3.5.1Test: poly1305-aes2 x Xeon Gold 5220R2 x Xeon Gold 6226R2 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 82802 x Xeon Silver 4216EPYC 2 7R32Xeon Gold 5218Xeon Gold 5220RXeon Gold 6226RXeon Platinum 8259CLXeon Platinum 8280Xeon Silver 4216Xeon W-3275M7001400210028003500SE +/- 0.92, N = 3SE +/- 0.50, N = 3SE +/- 15.23, N = 3SE +/- 0.36, N = 3SE +/- 17.33, N = 3SE +/- 1.01, N = 3SE +/- 1.10, N = 3SE +/- 1.74, N = 3SE +/- 0.71, N = 3SE +/- 0.60, N = 3SE +/- 5.86, N = 3SE +/- 2.79, N = 3SE +/- 12.50, N = 3SE +/- 0.87, N = 3SE +/- 3.38, N = 3SE +/- 24.77, N = 32797.222797.432497.862516.872785.992803.552868.692294.742046.352798.562779.782795.492492.482867.482291.693207.981. (CC) gcc options: -O2 -ggdb3 -lnettle -lgmp -lm -lcrypto

Nettle

Test: chacha

OpenBenchmarking.orgMbyte/s, More Is BetterNettle 3.5.1Test: chacha2 x Xeon Gold 5220R2 x Xeon Gold 6226R2 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 82802 x Xeon Silver 4216EPYC 2 7R32Xeon Gold 5218Xeon Gold 5220RXeon Gold 6226RXeon Platinum 8259CLXeon Platinum 8280Xeon Silver 4216Xeon W-3275M30060090012001500SE +/- 0.41, N = 3SE +/- 0.61, N = 3SE +/- 4.50, N = 3SE +/- 4.18, N = 3SE +/- 1.27, N = 3SE +/- 0.48, N = 3SE +/- 0.37, N = 3SE +/- 0.18, N = 3SE +/- 0.08, N = 3SE +/- 0.76, N = 3SE +/- 1.02, N = 3SE +/- 0.49, N = 3SE +/- 1.52, N = 3SE +/- 0.86, N = 3SE +/- 0.91, N = 3SE +/- 5.99, N = 31024.981025.38917.75917.511025.601027.591051.94841.65750.361024.491020.091024.99920.511051.11837.611172.15MIN: 518.14 / MAX: 2797.53MIN: 522.31 / MAX: 2798.89MIN: 461.99 / MAX: 2517.41MIN: 463.47 / MAX: 2517.16MIN: 515.88 / MAX: 2805.16MIN: 523.28 / MAX: 2803.78MIN: 535.04 / MAX: 2870.94MIN: 428.69 / MAX: 2296.48MIN: 382.32 / MAX: 2047.21MIN: 507.67 / MAX: 2797.4MIN: 519.31 / MAX: 2788.96MIN: 521.91 / MAX: 2799.45MIN: 461.1 / MAX: 2517.2MIN: 532.77 / MAX: 2871.25MIN: 423.28 / MAX: 2294.55MIN: 567.45 / MAX: 3234.291. (CC) gcc options: -O2 -ggdb3 -lnettle -lgmp -lm -lcrypto

Nettle

Test: aes256

OpenBenchmarking.orgMbyte/s, More Is BetterNettle 3.5.1Test: aes2562 x Xeon Gold 5220R2 x Xeon Gold 6226R2 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 82802 x Xeon Silver 4216EPYC 2 7R32Xeon Gold 5218Xeon Gold 5220RXeon Gold 6226RXeon Platinum 8259CLXeon Platinum 8280Xeon Silver 4216Xeon W-3275M15003000450060007500SE +/- 2.26, N = 3SE +/- 8.42, N = 3SE +/- 24.71, N = 3SE +/- 5.89, N = 3SE +/- 4.53, N = 3SE +/- 1.10, N = 3SE +/- 3.29, N = 3SE +/- 1.63, N = 3SE +/- 0.67, N = 3SE +/- 1.48, N = 3SE +/- 2.03, N = 3SE +/- 6.01, N = 3SE +/- 20.53, N = 3SE +/- 7.98, N = 3SE +/- 11.26, N = 3SE +/- 39.45, N = 36159.216157.495513.085523.316172.556184.206320.005061.604665.336164.796133.916161.425517.026313.165024.397070.60MIN: 4154.94 / MAX: 10200.04MIN: 4104.14 / MAX: 10212.45MIN: 3744.15 / MAX: 9173.02MIN: 3739.77 / MAX: 9132.41MIN: 4118.12 / MAX: 10228.73MIN: 4170.96 / MAX: 10241.48MIN: 4254.97 / MAX: 10469.4MIN: 3412.46 / MAX: 8379.01MIN: 3372.31 / MAX: 7239.74MIN: 4152.92 / MAX: 10208.98MIN: 4136.23 / MAX: 10160.8MIN: 4158.08 / MAX: 10213.08MIN: 3740.26 / MAX: 9153.64MIN: 4256.89 / MAX: 10467.36MIN: 3388.65 / MAX: 8334.48MIN: 4721.3 / MAX: 11806.111. (CC) gcc options: -O2 -ggdb3 -lnettle -lgmp -lm -lcrypto

lzbench

Test: Crush 0 - Process: Decompression

OpenBenchmarking.orgMB/s, More Is Betterlzbench 1.8Test: Crush 0 - Process: Decompression2 x Xeon Gold 5220R2 x Xeon Gold 6226R2 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 82802 x Xeon Silver 4216EPYC 2 7R32Xeon Gold 5218Xeon Gold 5220RXeon Gold 6226RXeon Platinum 8259CLXeon Platinum 8280Xeon Silver 4216Xeon W-3275M110220330440550SE +/- 0.33, N = 34194183943964344324283443804304284294044403535091. (CXX) g++ options: -pthread -fomit-frame-pointer -fstrict-aliasing -ffast-math -O3

PHPBench

PHP Benchmark Suite

OpenBenchmarking.orgScore, More Is BetterPHPBench 0.8.1PHP Benchmark Suite2 x Xeon Gold 5220R2 x Xeon Gold 6226R2 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 82802 x Xeon Silver 4216EPYC 2 7R32Xeon Gold 5218Xeon Gold 5220RXeon Gold 6226RXeon Platinum 8259CLXeon Platinum 8280Xeon Silver 4216Xeon W-3275M160K320K480K640K800KSE +/- 914.97, N = 3SE +/- 164.78, N = 3SE +/- 961.65, N = 3SE +/- 377.70, N = 3SE +/- 144.16, N = 3SE +/- 312.21, N = 3SE +/- 884.68, N = 3SE +/- 200.00, N = 3SE +/- 1283.26, N = 3SE +/- 786.96, N = 3SE +/- 862.18, N = 3SE +/- 752.01, N = 3SE +/- 778.31, N = 3SE +/- 425.09, N = 3SE +/- 1865.15, N = 3SE +/- 1014.34, N = 3631283632601573483574348640173639026649693519964500524632455629690632431569793649164515697734339

PyPerformance

Benchmark: float

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: float2 x Xeon Gold 5220R2 x Xeon Gold 6226R2 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 82802 x Xeon Silver 4216Xeon Gold 5218Xeon Gold 5220RXeon Gold 6226RXeon Platinum 8259CLXeon Platinum 8280Xeon Silver 4216Xeon W-3275M306090120150SE +/- 0.33, N = 3SE +/- 0.33, N = 3SE +/- 0.33, N = 3SE +/- 0.12, N = 3113.0113.0123.0123.0109.0137.0114.0114.0115.0122.0109.0137.094.5

PyPerformance

Benchmark: django_template

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: django_template2 x Xeon Gold 5220R2 x Xeon Gold 6226R2 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 82802 x Xeon Silver 4216EPYC 2 7R32Xeon Gold 5218Xeon Gold 5220RXeon Gold 6226RXeon Platinum 8259CLXeon Platinum 8280Xeon Silver 4216Xeon W-3275M1530456075SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.09, N = 3SE +/- 0.07, N = 3SE +/- 0.07, N = 3SE +/- 0.06, N = 3SE +/- 0.09, N = 3SE +/- 0.00, N = 3SE +/- 0.06, N = 3SE +/- 0.03, N = 3SE +/- 0.07, N = 3SE +/- 0.06, N = 3SE +/- 0.00, N = 3SE +/- 0.67, N = 347.347.164.264.145.957.566.447.247.147.364.146.257.549.9

Scikit-Learn

OpenBenchmarking.orgSeconds, Fewer Is BetterScikit-Learn 0.22.12 x Xeon Gold 5220R2 x Xeon Gold 6226R2 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 82802 x Xeon Silver 4216EPYC 2 7R32Xeon Gold 5218Xeon Gold 5220RXeon Gold 6226RXeon Platinum 8259CLXeon Platinum 8280Xeon Silver 4216Xeon W-3275M3691215SE +/- 0.024, N = 3SE +/- 0.055, N = 3SE +/- 0.039, N = 3SE +/- 0.043, N = 3SE +/- 0.052, N = 3SE +/- 0.032, N = 3SE +/- 0.122, N = 3SE +/- 0.035, N = 3SE +/- 0.037, N = 3SE +/- 0.041, N = 3SE +/- 0.034, N = 3SE +/- 0.029, N = 3SE +/- 0.056, N = 3SE +/- 0.042, N = 3SE +/- 0.028, N = 3SE +/- 0.035, N = 310.45810.44912.45912.95411.06511.4909.39212.54910.41910.28610.1129.92412.0889.12712.0309.661

lzbench

Test: Brotli 2 - Process: Decompression

OpenBenchmarking.orgMB/s, More Is Betterlzbench 1.8Test: Brotli 2 - Process: Decompression2 x Xeon Gold 5220R2 x Xeon Gold 6226R2 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 82802 x Xeon Silver 4216EPYC 2 7R32Xeon Gold 5218Xeon Gold 5220RXeon Gold 6226RXeon Platinum 8259CLXeon Platinum 8280Xeon Silver 4216Xeon W-3275M160320480640800SE +/- 0.33, N = 3SE +/- 0.33, N = 3SE +/- 1.20, N = 3SE +/- 1.00, N = 3SE +/- 1.33, N = 3SE +/- 0.88, N = 3SE +/- 0.67, N = 3SE +/- 5.03, N = 3SE +/- 0.88, N = 3SE +/- 0.67, N = 3SE +/- 0.67, N = 3SE +/- 1.45, N = 36136085515435925826235095646556516535876735427211. (CXX) g++ options: -pthread -fomit-frame-pointer -fstrict-aliasing -ffast-math -O3

Basis Universal

Settings: ETC1S

OpenBenchmarking.orgSeconds, Fewer Is BetterBasis Universal 1.12Settings: ETC1S2 x Xeon Gold 5220R2 x Xeon Gold 6226R2 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 82802 x Xeon Silver 4216EPYC 2 7R32Xeon Gold 5218Xeon Gold 5220RXeon Gold 6226RXeon Platinum 8259CLXeon Platinum 8280Xeon Silver 4216Xeon W-3275M1530456075SE +/- 0.21, N = 3SE +/- 0.18, N = 3SE +/- 0.09, N = 3SE +/- 0.06, N = 3SE +/- 0.15, N = 3SE +/- 0.04, N = 3SE +/- 0.11, N = 3SE +/- 0.14, N = 3SE +/- 0.03, N = 3SE +/- 0.31, N = 3SE +/- 0.23, N = 3SE +/- 0.05, N = 3SE +/- 0.05, N = 3SE +/- 0.12, N = 3SE +/- 0.08, N = 3SE +/- 0.48, N = 354.5554.9557.8358.2852.6153.1452.6965.6454.3158.4756.0254.7957.4051.4567.4647.651. (CXX) g++ options: -std=c++11 -fvisibility=hidden -fPIC -fno-strict-aliasing -O3 -rdynamic -lm -lpthread

lzbench

Test: Zstd 1 - Process: Compression

OpenBenchmarking.orgMB/s, More Is Betterlzbench 1.8Test: Zstd 1 - Process: Compression2 x Xeon Gold 5220R2 x Xeon Gold 6226R2 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 82802 x Xeon Silver 4216EPYC 2 7R32Xeon Gold 5218Xeon Gold 5220RXeon Gold 6226RXeon Platinum 8259CLXeon Platinum 8280Xeon Silver 4216Xeon W-3275M110220330440550SE +/- 2.33, N = 3SE +/- 2.33, N = 3SE +/- 0.33, N = 3SE +/- 0.58, N = 3SE +/- 1.00, N = 34374373994074394434493594184464444454104573655081. (CXX) g++ options: -pthread -fomit-frame-pointer -fstrict-aliasing -ffast-math -O3

PyBench

Total For Average Test Times

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyBench 2018-02-16Total For Average Test Times2 x Xeon Gold 5220R2 x Xeon Gold 6226R2 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 82802 x Xeon Silver 4216EPYC 2 7R32Xeon Gold 5218Xeon Gold 5220RXeon Gold 6226RXeon Platinum 8259CLXeon Platinum 8280Xeon Silver 4216Xeon W-3275M30060090012001500SE +/- 1.45, N = 3SE +/- 0.67, N = 3SE +/- 1.00, N = 3SE +/- 1.33, N = 3SE +/- 4.73, N = 3SE +/- 0.88, N = 3SE +/- 1.00, N = 3SE +/- 0.67, N = 3SE +/- 3.18, N = 3SE +/- 12.17, N = 3SE +/- 3.06, N = 3SE +/- 0.67, N = 3SE +/- 1.15, N = 3SE +/- 0.58, N = 3SE +/- 1.45, N = 3110011041252125311331123107313431226110111141103125010761342951

SMHasher

Hash: wyhash

OpenBenchmarking.orgcycles/hash, Fewer Is BetterSMHasher 2020-02-29Hash: wyhash2 x Xeon Gold 5220R2 x Xeon Gold 6226R2 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 82802 x Xeon Silver 4216Xeon Gold 5218Xeon Gold 5220RXeon Gold 6226RXeon Platinum 8259CLXeon Platinum 8280Xeon Silver 4216Xeon W-3275M612182430SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.03, N = 318.8125.1324.1524.1526.0926.1322.6822.1319.8118.8225.1324.1922.6822.1318.511. (CXX) g++ options: -march=native -O3 -lpthread

SMHasher

Hash: wyhash

OpenBenchmarking.orgMiB/sec, More Is BetterSMHasher 2020-02-29Hash: wyhash2 x Xeon Gold 6226R2 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8275CL NUMA off2 x Xeon Silver 4216Xeon Gold 6226RXeon Platinum 8259CLXeon Silver 4216Xeon W-3275M6K12K18K24K30KSE +/- 4.48, N = 3SE +/- 6.86, N = 3SE +/- 0.70, N = 3SE +/- 4.38, N = 3SE +/- 4.81, N = 3SE +/- 4.76, N = 3SE +/- 5.65, N = 3SE +/- 8.73, N = 3SE +/- 0.31, N = 3SE +/- 105.54, N = 319424.1120225.1820231.5818770.1518775.9422011.2019429.8720221.2522004.0826298.771. (CXX) g++ options: -march=native -O3 -lpthread

Numpy Benchmark

OpenBenchmarking.orgScore, More Is BetterNumpy Benchmark2 x Xeon Gold 5220R2 x Xeon Gold 6226R2 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 82802 x Xeon Silver 4216EPYC 2 7R32Xeon Gold 5218Xeon Gold 5220RXeon Gold 6226RXeon Platinum 8259CLXeon Platinum 8280Xeon Silver 4216Xeon W-3275M80160240320400SE +/- 0.65, N = 3SE +/- 1.46, N = 3SE +/- 0.76, N = 3SE +/- 3.32, N = 3SE +/- 2.37, N = 3SE +/- 4.26, N = 3SE +/- 3.00, N = 3SE +/- 1.91, N = 3SE +/- 1.14, N = 3SE +/- 2.01, N = 3SE +/- 3.23, N = 3SE +/- 0.54, N = 3SE +/- 0.75, N = 3SE +/- 2.42, N = 3SE +/- 0.89, N = 3SE +/- 2.73, N = 3300.73304.16310.40293.53338.44315.66321.82262.78323.58315.14313.76318.87321.13330.33272.12367.56

lzbench

Test: Zstd 8 - Process: Decompression

OpenBenchmarking.orgMB/s, More Is Betterlzbench 1.8Test: Zstd 8 - Process: Decompression2 x Xeon Gold 5220R2 x Xeon Gold 6226R2 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 82802 x Xeon Silver 4216EPYC 2 7R32Xeon Gold 5218Xeon Gold 5220RXeon Gold 6226RXeon Platinum 8259CLXeon Platinum 8280Xeon Silver 4216Xeon W-3275M30060090012001500SE +/- 1.53, N = 3SE +/- 1.53, N = 3SE +/- 11.50, N = 3SE +/- 0.67, N = 3SE +/- 1.53, N = 3SE +/- 1.86, N = 3SE +/- 1.33, N = 3SE +/- 0.33, N = 3SE +/- 0.67, N = 3SE +/- 0.58, N = 3SE +/- 1.53, N = 3SE +/- 1.45, N = 31101110010119661053999112493012661195119411931089122499812981. (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.orgSeconds, Fewer Is BetterZstd Compression 1.3.4Compressing ubuntu-16.04.3-server-i386.img, Compression Level 192 x Xeon Gold 5220R2 x Xeon Gold 6226R2 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 82802 x Xeon Silver 4216EPYC 2 7R32Xeon Gold 5218Xeon Gold 5220RXeon Gold 6226RXeon Platinum 8259CLXeon Platinum 8280Xeon Silver 4216Xeon W-3275M3691215SE +/- 0.117, N = 3SE +/- 0.096, N = 3SE +/- 0.094, N = 15SE +/- 0.128, N = 5SE +/- 0.114, N = 15SE +/- 0.138, N = 5SE +/- 0.148, N = 3SE +/- 0.104, N = 15SE +/- 0.062, N = 15SE +/- 0.029, N = 3SE +/- 0.021, N = 3SE +/- 0.056, N = 3SE +/- 0.128, N = 3SE +/- 0.016, N = 3SE +/- 0.075, N = 3SE +/- 0.023, N = 310.44910.2069.94910.29410.94510.2899.13710.9789.23011.12210.35510.3309.6728.20311.4308.380-llzma1. (CC) gcc options: -O3 -pthread -lz

Mlpack Benchmark

Benchmark: scikit_svm

OpenBenchmarking.orgSeconds, Fewer Is BetterMlpack BenchmarkBenchmark: scikit_svm2 x Xeon Gold 5220R2 x Xeon Gold 6226R2 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 82802 x Xeon Silver 4216EPYC 2 7R32Xeon Gold 5218Xeon Gold 5220RXeon Gold 6226RXeon Platinum 8259CLXeon Platinum 8280Xeon Silver 4216Xeon W-3275M510152025SE +/- 0.04, N = 3SE +/- 0.13, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.06, N = 3SE +/- 0.01, N = 3SE +/- 0.09, N = 3SE +/- 0.06, N = 3SE +/- 0.09, N = 3SE +/- 0.02, N = 3SE +/- 0.09, N = 3SE +/- 0.00, N = 3SE +/- 0.03, N = 3SE +/- 0.07, N = 3SE +/- 0.04, N = 3SE +/- 0.19, N = 317.9217.7718.7619.6216.8718.4217.1921.0915.1617.9817.8217.9218.6717.1920.8915.78

lzbench

Test: Brotli 2 - Process: Compression

OpenBenchmarking.orgMB/s, More Is Betterlzbench 1.8Test: Brotli 2 - Process: Compression2 x Xeon Gold 5220R2 x Xeon Gold 6226R2 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 82802 x Xeon Silver 4216EPYC 2 7R32Xeon Gold 5218Xeon Gold 5220RXeon Gold 6226RXeon Platinum 8259CLXeon Platinum 8280Xeon Silver 4216Xeon W-3275M4080120160200SE +/- 1.33, N = 3SE +/- 0.33, N = 3SE +/- 0.58, N = 3SE +/- 0.67, N = 3SE +/- 0.33, N = 3SE +/- 0.33, N = 3SE +/- 0.33, N = 31721721571591701721761421651761761761601811461961. (CXX) g++ options: -pthread -fomit-frame-pointer -fstrict-aliasing -ffast-math -O3

lzbench

Test: Zstd 1 - Process: Decompression

OpenBenchmarking.orgMB/s, More Is Betterlzbench 1.8Test: Zstd 1 - Process: Decompression2 x Xeon Gold 5220R2 x Xeon Gold 6226R2 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 82802 x Xeon Silver 4216EPYC 2 7R32Xeon Gold 5218Xeon Gold 5220RXeon Gold 6226RXeon Platinum 8259CLXeon Platinum 8280Xeon Silver 4216Xeon W-3275M30060090012001500SE +/- 0.67, N = 3SE +/- 0.67, N = 3SE +/- 0.67, N = 3SE +/- 0.67, N = 3SE +/- 0.33, N = 3SE +/- 2.00, N = 3SE +/- 1.33, N = 3SE +/- 0.33, N = 3SE +/- 2.65, N = 3114711411027103210991090116894311481184118011821061121297312991. (CXX) g++ options: -pthread -fomit-frame-pointer -fstrict-aliasing -ffast-math -O3

Nettle

Test: sha512

OpenBenchmarking.orgMbyte/s, More Is BetterNettle 3.5.1Test: sha5122 x Xeon Gold 5220R2 x Xeon Gold 6226R2 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 82802 x Xeon Silver 4216EPYC 2 7R32Xeon Gold 5218Xeon Gold 5220RXeon Gold 6226RXeon Platinum 8259CLXeon Platinum 8280Xeon Silver 4216Xeon W-3275M120240360480600SE +/- 0.19, N = 3SE +/- 0.11, N = 3SE +/- 2.61, N = 3SE +/- 1.80, N = 3SE +/- 2.94, N = 3SE +/- 0.61, N = 3SE +/- 0.97, N = 3SE +/- 0.28, N = 3SE +/- 0.28, N = 3SE +/- 0.19, N = 3SE +/- 1.03, N = 3SE +/- 0.77, N = 3SE +/- 2.12, N = 3SE +/- 0.15, N = 3SE +/- 0.56, N = 3SE +/- 2.72, N = 3489.15489.42437.62438.23487.55490.26500.98401.13478.09489.51485.86488.81436.73501.98399.99550.931. (CC) gcc options: -O2 -ggdb3 -lnettle -lgmp -lm -lcrypto

Himeno Benchmark

Poisson Pressure Solver

OpenBenchmarking.orgMFLOPS, More Is BetterHimeno Benchmark 3.0Poisson Pressure Solver2 x Xeon Gold 5220R2 x Xeon Gold 6226R2 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 82802 x Xeon Silver 4216EPYC 2 7R32Xeon Gold 5218Xeon Gold 5220RXeon Gold 6226RXeon Platinum 8259CLXeon Platinum 8280Xeon Silver 4216Xeon W-3275M8001600240032004000SE +/- 5.10, N = 3SE +/- 0.77, N = 3SE +/- 1.57, N = 3SE +/- 2.97, N = 3SE +/- 0.96, N = 3SE +/- 1.27, N = 3SE +/- 5.39, N = 3SE +/- 1.18, N = 3SE +/- 22.45, N = 3SE +/- 1.15, N = 3SE +/- 1.90, N = 3SE +/- 1.26, N = 3SE +/- 1.29, N = 3SE +/- 4.11, N = 3SE +/- 1.23, N = 3SE +/- 3.72, N = 33404.693410.383147.913130.863440.523430.773514.602817.673769.723405.043398.403401.163152.503510.212823.603866.091. (CC) gcc options: -O3 -mavx2

Radiance Benchmark

Test: Serial

OpenBenchmarking.orgSeconds, Fewer Is BetterRadiance Benchmark 5.0Test: Serial2 x Xeon Gold 5220R2 x Xeon Gold 6226R2 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 82802 x Xeon Silver 4216EPYC 2 7R32Xeon Gold 5218Xeon Gold 5220RXeon Gold 6226RXeon Platinum 8259CLXeon Platinum 8280Xeon Silver 4216Xeon W-3275M2004006008001000746.92745.69841.65841.32753.64753.43728.25907.76730.70747.84749.92746.69842.10728.36909.32665.70

Radiance Benchmark

Test: SMP Parallel

OpenBenchmarking.orgSeconds, Fewer Is BetterRadiance Benchmark 5.0Test: SMP Parallel2 x Xeon Gold 5220R2 x Xeon Gold 6226R2 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 82802 x Xeon Silver 4216EPYC 2 7R32Xeon Gold 5218Xeon Gold 5220RXeon Gold 6226RXeon Platinum 8259CLXeon Platinum 8280Xeon Silver 4216Xeon W-3275M70140210280350230.56233.04258.34255.59232.70227.16226.08281.25219.65241.90242.52242.00273.13235.00299.74219.84

lzbench

Test: Crush 0 - Process: Compression

OpenBenchmarking.orgMB/s, More Is Betterlzbench 1.8Test: Crush 0 - Process: Compression2 x Xeon Gold 5220R2 x Xeon Gold 6226R2 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 82802 x Xeon Silver 4216EPYC 2 7R32Xeon Gold 5218Xeon Gold 5220RXeon Gold 6226RXeon Platinum 8259CLXeon Platinum 8280Xeon Silver 4216Xeon W-3275M20406080100SE +/- 0.33, N = 3SE +/- 0.33, N = 3SE +/- 0.58, N = 3SE +/- 0.33, N = 3SE +/- 0.33, N = 3SE +/- 0.33, N = 3SE +/- 1.00, N = 393918886949596808196989591101821091. (CXX) g++ options: -pthread -fomit-frame-pointer -fstrict-aliasing -ffast-math -O3

Renaissance

Test: Apache Spark PageRank

OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.10.0Test: Apache Spark PageRank2 x Xeon Gold 5220R2 x Xeon Gold 6226R2 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 82802 x Xeon Silver 4216EPYC 2 7R32Xeon Gold 5218Xeon Gold 5220RXeon Gold 6226RXeon Platinum 8259CLXeon Platinum 8280Xeon Silver 4216Xeon W-3275M6K12K18K24K30KSE +/- 255.27, N = 5SE +/- 165.91, N = 5SE +/- 278.82, N = 5SE +/- 232.21, N = 5SE +/- 181.72, N = 25SE +/- 286.23, N = 5SE +/- 286.23, N = 6SE +/- 374.59, N = 5SE +/- 198.48, N = 5SE +/- 172.76, N = 5SE +/- 217.63, N = 5SE +/- 29.95, N = 5SE +/- 154.16, N = 5SE +/- 169.44, N = 5SE +/- 195.96, N = 5SE +/- 165.27, N = 524540.7224522.2225275.1625636.6924505.9624666.3623588.4028045.9221641.9523703.0321704.4921743.0222226.8520621.2325271.4321015.54

PyPerformance

Benchmark: regex_compile

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: regex_compile2 x Xeon Gold 5220R2 x Xeon Gold 6226R2 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 82802 x Xeon Silver 4216EPYC 2 7R32Xeon Gold 5218Xeon Gold 5220RXeon Gold 6226RXeon Platinum 8259CLXeon Platinum 8280Xeon Silver 4216Xeon W-3275M50100150200250SE +/- 0.33, N = 3SE +/- 0.33, N = 3SE +/- 1.20, N = 3167167200200164204213167168168200164204157

DaCapo Benchmark

Java Test: Jython

OpenBenchmarking.orgmsec, Fewer Is BetterDaCapo Benchmark 9.12-MR1Java Test: Jython2 x Xeon Gold 5220R2 x Xeon Gold 6226R2 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 82802 x Xeon Silver 4216EPYC 2 7R32Xeon Gold 5218Xeon Gold 5220RXeon Gold 6226RXeon Platinum 8259CLXeon Platinum 8280Xeon Silver 4216Xeon W-3275M12002400360048006000SE +/- 23.48, N = 4SE +/- 35.02, N = 4SE +/- 56.00, N = 4SE +/- 11.32, N = 4SE +/- 21.20, N = 4SE +/- 14.64, N = 4SE +/- 19.30, N = 4SE +/- 36.99, N = 4SE +/- 10.59, N = 4SE +/- 26.49, N = 4SE +/- 11.58, N = 4SE +/- 22.03, N = 4SE +/- 15.39, N = 4SE +/- 10.79, N = 4SE +/- 10.08, N = 44877480651725161468547594711580252465096483446095012454757684321

Tungsten Renderer

Scene: Water Caustic

OpenBenchmarking.orgSeconds, Fewer Is BetterTungsten Renderer 0.2.2Scene: Water Caustic2 x Xeon Gold 5220R2 x Xeon Gold 6226R2 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 82802 x Xeon Silver 4216EPYC 2 7R32Xeon Gold 5218Xeon Gold 5220RXeon Gold 6226RXeon Platinum 8259CLXeon Platinum 8280Xeon Silver 4216Xeon W-3275M714212835SE +/- 0.04, N = 3SE +/- 0.05, N = 3SE +/- 0.09, N = 3SE +/- 0.17, N = 3SE +/- 0.12, N = 3SE +/- 0.07, N = 3SE +/- 0.06, N = 3SE +/- 0.03, N = 3SE +/- 0.02, N = 3SE +/- 0.02, N = 3SE +/- 0.07, N = 3SE +/- 0.07, N = 3SE +/- 0.06, N = 3SE +/- 0.08, N = 3SE +/- 0.12, N = 3SE +/- 0.10, N = 323.3423.1924.5424.7822.7622.7121.5927.3922.3225.9625.0124.0925.3622.0228.9021.55-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-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-mavx512f -mavx512vl -mavx512cd -mavx512dq -mavx512bw -mno-sse4a -ljpeg1. (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

lzbench

Test: Zstd 8 - Process: Compression

OpenBenchmarking.orgMB/s, More Is Betterlzbench 1.8Test: Zstd 8 - Process: Compression2 x Xeon Gold 5220R2 x Xeon Gold 6226R2 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 82802 x Xeon Silver 4216EPYC 2 7R32Xeon Gold 5218Xeon Gold 5220RXeon Gold 6226RXeon Platinum 8259CLXeon Platinum 8280Xeon Silver 4216Xeon W-3275M20406080100747269717375756383747674717764841. (CXX) g++ options: -pthread -fomit-frame-pointer -fstrict-aliasing -ffast-math -O3

Renaissance

Test: Scala Dotty

OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.10.0Test: Scala Dotty2 x Xeon Gold 5220R2 x Xeon Gold 6226R2 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 82802 x Xeon Silver 4216EPYC 2 7R32Xeon Gold 5218Xeon Gold 5220RXeon Gold 6226RXeon Platinum 8259CLXeon Platinum 8280Xeon Silver 4216Xeon W-3275M2K4K6K8K10KSE +/- 62.31, N = 5SE +/- 78.90, N = 5SE +/- 20.56, N = 5SE +/- 54.97, N = 5SE +/- 21.19, N = 5SE +/- 19.51, N = 5SE +/- 56.89, N = 13SE +/- 82.66, N = 9SE +/- 29.54, N = 5SE +/- 41.65, N = 5SE +/- 50.08, N = 5SE +/- 46.73, N = 5SE +/- 35.89, N = 5SE +/- 19.31, N = 5SE +/- 17.62, N = 5SE +/- 31.93, N = 57414.627231.017256.927566.346733.167042.356890.618583.016577.348286.127556.336999.507200.756664.258634.696970.90

Renaissance

Test: Savina Reactors.IO

OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.10.0Test: Savina Reactors.IO2 x Xeon Gold 5220R2 x Xeon Gold 6226R2 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 82802 x Xeon Silver 4216EPYC 2 7R32Xeon Gold 5218Xeon Gold 5220RXeon Gold 6226RXeon Platinum 8259CLXeon Platinum 8280Xeon Silver 4216Xeon W-3275M6K12K18K24K30KSE +/- 496.64, N = 25SE +/- 633.76, N = 25SE +/- 482.43, N = 25SE +/- 502.20, N = 25SE +/- 568.00, N = 25SE +/- 504.51, N = 25SE +/- 474.27, N = 25SE +/- 436.95, N = 25SE +/- 365.25, N = 20SE +/- 516.85, N = 25SE +/- 389.39, N = 25SE +/- 426.81, N = 25SE +/- 428.64, N = 25SE +/- 593.14, N = 25SE +/- 251.20, N = 25SE +/- 599.32, N = 2526257.0127973.0028107.0428251.8326906.8927361.6026764.9428596.1119303.5627198.0822776.3027198.8626711.1721975.1222798.3825186.67

Renaissance

Test: Apache Spark Bayes

OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.10.0Test: Apache Spark Bayes2 x Xeon Gold 5220R2 x Xeon Gold 6226R2 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 82802 x Xeon Silver 4216EPYC 2 7R32Xeon Gold 5218Xeon Gold 5220RXeon Gold 6226RXeon Platinum 8259CLXeon Platinum 8280Xeon Silver 4216Xeon W-3275M11002200330044005500SE +/- 42.87, N = 25SE +/- 38.94, N = 25SE +/- 47.41, N = 25SE +/- 55.66, N = 25SE +/- 90.85, N = 25SE +/- 57.72, N = 25SE +/- 36.17, N = 25SE +/- 65.14, N = 25SE +/- 26.28, N = 25SE +/- 26.06, N = 25SE +/- 38.41, N = 5SE +/- 28.09, N = 25SE +/- 26.07, N = 25SE +/- 19.41, N = 5SE +/- 37.40, N = 25SE +/- 30.38, N = 73662.773405.413495.613813.755185.624510.833228.634199.413057.063477.333150.102856.853017.332674.183588.692743.62

CloverLeaf

Lagrangian-Eulerian Hydrodynamics

OpenBenchmarking.orgSeconds, Fewer Is BetterCloverLeafLagrangian-Eulerian Hydrodynamics2 x Xeon Gold 5220R2 x Xeon Gold 6226R2 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 82802 x Xeon Silver 4216EPYC 2 7R32Xeon Gold 5218Xeon Gold 5220RXeon Gold 6226RXeon Platinum 8259CLXeon Platinum 8280Xeon Silver 4216Xeon W-3275M0.33530.67061.00591.34121.6765SE +/- 0.01, N = 3SE +/- 0.04, N = 15SE +/- 0.03, N = 15SE +/- 0.00, N = 3SE +/- 0.02, N = 15SE +/- 0.04, N = 15SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 151.060.930.780.630.691.000.361.371.281.271.110.961.491.141. (F9X) gfortran options: -O3 -march=native -funroll-loops -fopenmp

Phoronix Test Suite v10.8.5