Xeon & EPYC Tests

Various Server CPU benchmarks

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

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_all - bf16bf16bf16nettle: aes256nettle: poly1305-aessmhasher: wyhashdacapobench: Jythonrenaissance: Scala Dottyrenaissance: Apache Spark Bayesrenaissance: Savina Reactors.IOmkl-dnn: Deconvolution Batch deconv_3d - bf16bf16bf16renaissance: Apache Spark PageRanklzbench: Zstd 1 - Compressionlzbench: Zstd 1 - Decompressionlzbench: Zstd 8 - Compressionlzbench: Zstd 8 - Decompressionlzbench: Crush 0 - Compressionlzbench: Crush 0 - Decompressionlzbench: Brotli 2 - Compressionlzbench: Brotli 2 - Decompressionbasis: ETC1Smkl-dnn: Convolution Batch conv_googlenet_v3 - f32basis: UASTC Level 3mrbayes: Primate Phylogeny Analysishimeno: Poisson Pressure Solvermkl-dnn: IP Batch All - f32scikit-learn: mkl-dnn: Deconvolution Batch deconv_3d - f32mkl-dnn: Convolution Batch conv_3d - u8s8f32mkl-dnn: Deconvolution Batch deconv_1d - f32mkl-dnn: Convolution Batch conv_alexnet - u8s8f32mkl-dnn: Convolution Batch conv_googlenet_v3 - u8s8f32mkl-dnn: Deconvolution Batch deconv_all - f32mkl-dnn: Deconvolution Batch deconv_3d - u8s8f32mkl-dnn: Convolution Batch conv_googlenet_v3 - bf16bf16bf16mkl-dnn: IP Batch 1D - f32numpy: mkl-dnn: Convolution Batch conv_alexnet - f32cloverleaf: Lagrangian-Eulerian Hydrodynamicsdeepspeech: CPUmlpack: scikit_icamlpack: scikit_qdamlpack: scikit_svmmkl-dnn: Convolution Batch conv_all - u8s8f32mkl-dnn: IP Batch All - u8s8f32mkl-dnn: Deconvolution Batch deconv_1d - u8s8f32mkl-dnn: IP Batch 1D - bf16bf16bf16mkl-dnn: Convolution Batch conv_3d - bf16bf16bf16mkl-dnn: Convolution Batch conv_all - f32mlpack: scikit_linearridgeregressionlammps: Rhodopsin Proteinmkl-dnn: Deconvolution Batch deconv_1d - bf16bf16bf16nettle: chachamkl-dnn: Convolution Batch conv_alexnet - bf16bf16bf16nettle: sha512mkl-dnn: Deconvolution Batch deconv_all - bf16bf16bf16smhasher: wyhashhpcg: npb: BT.Cnpb: EP.Cnpb: EP.Dnpb: LU.Cnpb: MG.Cnpb: SP.Bnamd: ATPase Simulation - 327,506 Atomsintel-mpi: IMB-P2P PingPongarrayfire: BLAS CPUarrayfire: Conjugate Gradient CPUbuild-gdb: Time To Compilestockfish: Total Timejohn-the-ripper: Blowfishjohn-the-ripper: MD5build-llvm: Time To Compilecompress-zstd: Compressing ubuntu-16.04.3-server-i386.img, Compression Level 19asmfish: 1024 Hash Memory, 26 Depthbuild-gcc: Time To Compilebuild-linux-kernel: Time To Compiletungsten: Hairtungsten: Water Causticsvt-vp9: Visual Quality Optimized - Bosphorus 1080pdav1d: Summer Nature 4Kdav1d: Summer Nature 1080pdav1d: Chimera 1080p 10-bitsvt-av1: Enc Mode 4 - 1080psvt-av1: Enc Mode 8 - 1080pv-ray: CPUblender: BMW27 - CPU-Onlyblender: Classroom - CPU-Onlyblender: Fishy Cat - CPU-Onlyblender: Barbershop - CPU-Onlyblender: Pabellon Barcelona - CPU-Onlyradiance: Serialradiance: SMP Parallelembree: Pathtracer - Crownembree: Pathtracer ISPC - Crownembree: Pathtracer - Asian Dragonembree: Pathtracer - Asian Dragon Objembree: Pathtracer ISPC - Asian Dragonembree: Pathtracer ISPC - Asian Dragon Objoidn: Memorialluxcorerender: DLSCluxcorerender: Rainbow Colors and Prismospray: San Miguel - SciVisospray: XFrog Forest - SciVisospray: San Miguel - Path Tracerospray: NASA Streamlines - SciVisospray: XFrog Forest - Path Tracerospray: Magnetic Reconnection - SciVisospray: NASA Streamlines - Path Tracerappleseed: Emilyappleseed: Disney Materialappleseed: Material Testerbuild2: Time To Compilepyperformance: floatpyperformance: regex_compilepyperformance: python_startuppyperformance: django_templatephpbench: PHP Benchmark Suitepgbench: Buffer Test - Normal Load - Read Onlypgbench: Buffer Test - Normal Load - Read Writepybench: Total For Average Test Times2 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 8259CL3917.526159.212797.2218.80648777414.6193662.76726257.0089.4259124540.72043711477411019341917261354.55454.819027.981134.9283404.69086110.634810.4582.697004896.412.1268035.977815.75421278.253112.36187.1682.23009300.73122.7611.06125.1186377.4142.6917.922479.284.086050.5608905.7279115.2177999.5442.3917.3787.229751024.975712.201489.153152.4125.6303100761.293768.663780.59108883.4058984.1850932.880.6033319650424.3333332359.139.898146.43974235829513244821000286.78210.449855018511060.57836.69911.072623.3367237.57177.89321.8470.815.30249.2094027060.67165.9698.24260.56208.30746.918230.56129.515333.446935.875732.330143.098337.149827.974.444.4643.487.193.9555.563.9847.6210.42180.64579788.856634189.45965372.15111316711.247.3631283598798.57132434227.72490311007839.956133.912779.7818.81548347556.3293150.09622776.29516.825321704.48544411807611949842817665156.018108.16146.708134.4833398.3974558.9079510.1124.889669696.923.3643266.735228.45321920.746072.57369.2874.49985313.76244.7451.28126.0780168.1934.2417.824826.714.610540.8437098.6859029.91731948.772.259.53513.14281020.0931433.47485.865695.5813.352950787.791863.151966.6156744.8731197.2223346.561.1574510276849.5217391201.546.409151.90938167326255472506000430.42610.355432179391167.68359.01218.984025.0080224.01160.59274.9858.054.28533.08821886113.30328.81175.95456.47404.78749.923242.51516.051417.660419.610517.795723.604220.341818.412.322.4823.263.702.1428.572.0627.035.38284.27974158.77238162.86035391.64111416811.347.1629690383120.69050945518.59351511143497.476313.162867.4822.67845476664.2542674.17521975.1227.6960520621.229457121277122410144018167351.44642.075830.689128.8483510.2051596.795099.1271.962795919.941.4623226.839111.29001113.543716.98166.9842.39451330.3394.19370.96118.0937767.3630.4517.192846.123.231210.3710364.8317014.0780765.7451.6715.3146.553741051.111637.374501.982935.9914.909771842.343194.183283.3874255.6737089.0532682.140.7070916653864.7681163432.164.115144.64362891312428644090000308.7418.203687620751063.70540.89812.686322.0167265.40199.08323.2065.406.03051.9173471069.80198.25110.67287.80246.31728.36123526.280028.773032.247429.206138.310033.049031.103.794.1138.466.253.52503.4642.879.49197.649505103.833099123.97910374.11810916411.246.2649164560887.76669653139.05777710761766.356320.002868.6922.67747116890.6063228.63326764.9414.3581723588.39744911687511249642817662352.69423.177219.885129.9863514.6041069.524669.3921.136083005.481.2402919.81437.46050881.7831893.7286.53911.63986321.8249.84370.69122.2246863.3538.3517.191517.443.110020.3944553.659647.92912496.8161.8224.7884.068471051.936320.060500.981779.1528.8542136046.536104.946284.65140090.3269175.1270893.410.3622631821690.5507253430.287.481142.695119715795840847880000221.5159.1371338398961005.53027.3097.8270621.5896233.17221.31409.8885.147.03356.9826433138.79100.4766.39187.33129.01728.246226.07645.612153.230457.487051.785368.424158.694534.497.197.1569.5212.056.5390.916.6771.4318.18154.98075268.618272193.4424162.77610916411.245.9649693909916.49008624466.911227107310255.26164.792798.5619.80650968286.1233477.33127198.08021.429023703.02944611847411959643017665558.473131.08855.209147.7343405.0358979.3095910.2865.8042011821.33.9948881.070534.60311699.697189.03484.5944.75696315.14298.3001.37128.4069268.7837.4117.985840.264.838750.9767308.827139.99852363.002.468.15816.54841024.4931874.47489.516721.0213.013848617.051621.481635.7848143.4930328.6522329.341.511689066471.04347831002.097.042156.29932424332214031912667501.21811.122365618171218.87467.15622.486625.9635172.82136.86265.4655.883.33927.19316981149.39433.42229.28589.07531.98747.844241.89712.388214.416315.310413.852619.432116.768515.801.741.8818.873.011.7523.261.6822.224.37328.139133182.557972179.751505101.71611416711.147.2632455322051.63118740894.896756110110258.05024.392291.6922.13157688634.6913588.69222798.38221.475525271.433365973649988235314654267.461171.42858.246193.4662823.59536410.193012.0307.6364612300.35.31087105.82645.05022201.047457.86484.8955.16658272.12395.4411.49135.9974481.3640.7520.896241.165.592751.2737510.901440.01923129.932.977.81016.5516837.6121875.23399.996721.5422004.0811.888346389.791545.501571.4946723.0128301.1321149.681.517218923779.5507246765.4917.819177.77231174576204241893333531.15211.430350854961398.02071.77023.612928.8979173.18132.46232.3550.103.30926.46017105149.02432.11229.71593.13531.39909.318299.73912.431611.382715.279613.882715.591113.491812.851.771.8814.712.341.4018.181.3117.943.41345.389961194.401843188.776756109.69913720415.457.5515697313376.77991740373.30489413425709.176161.422795.4925.13446096999.4972856.85027198.85612.327121743.01944511827411939542917665354.79069.143144.943123.7023401.1571358.842339.9243.130069374.602.2312642.220217.9735983.9135864.26269.9914.41366318.87155.3681.27119.7871761.8231.9617.924478.934.538210.5286325.7143922.42431227.071.9310.3259.903621024.9921042.34488.813966.7319429.8713.958156576.122044.242094.5358594.5031633.623859.791.1358610620968.6086952137.036.451139.12039776292271262583000433.19110.330446149251092.58757.77218.612924.0874221.95170.07307.7562.324.34034.63622074111.82321.53173.95453.22400.96746.687242.00215.994316.809919.347217.422322.459819.322822.012.352.5122.693.682.0229.412.0225.485.52276.768654155.228014156.60561488.97711516811.047.3632431376860.31861546503.28304011032871.116157.492797.4325.12948067231.0143405.41427972.9986.2964724522.22043711417211009141817260854.94736.371627.226124.2583410.38393810.523910.4491.707494821.241.4972426.536311.3282711.3892987.08137.7342.18975304.1681.14000.93123.3870274.6344.5317.772377.914.117790.3690603.2128111.6076694.3242.0818.1505.384021025.384527.017489.422169.9319424.1126.591077470.674005.263969.60106268.3358681.4249232.240.5823720467429.5217393912.307.155133.44475203729534854977667279.68210.20683894514996.90436.59510.665323.1916256.91203.10358.6273.955.43151.7103474959.45163.3296.41257.01207.41745.686233.04228.960231.731834.691931.311740.432534.803033.064.51834.3242.277.093.7155.563.8845.4510.56177.66114884.844108185.35715470.60811316710.947.1632601587882.23269937715.21627111045156.695061.602294.7422.12958028583.0144199.41128596.10510.937928045.920359943639308034414250965.64487.543434.632194.5042817.67305311.421512.5493.855126329.943.0659055.336123.70281364.263849.13246.4462.66699262.78197.9141.00133.0116094.4550.1021.093215.174.826030.7703005.5650020.51631578.242.9914.1618.86913841.649938.910401.133600.9522011.2023.157465509.982984.023144.7085606.5352832.4742220.940.7698217176230.5362321497.7516.92169.70460569696410213764000347.82710.978668958101268.81545.31513.603127.3948206.42159.60272.5559.514.21640.5482759278.72218.06125.35333.40272.72907.757281.25123.267421.746828.203225.497128.973225.067820.433.433.6527.844.572.6334.482.5532.536.62222.968514107.498089197.74044286.32513720415.457.5519964501697.23823134916.03085213433880.447070.603207.9818.50843216970.9042743.62325186.6668.4627321015.543508129984129810950919672147.65349.874430.634143.3483866.0909887.544399.6612.275266183.111.7451531.989313.45041292.623852.37188.6112.86715367.56108.5681.14123.8525254.9132.6515.782967.923.592180.4584225.5630416.5906878.3901.9914.5627.615951172.153702.065550.933293.9426298.7714.162369347.583025.113210.5269606.8435376.1131426.530.8143420246604.6231883128.394.423134.82461170651403263654000281.6788.38066225641994.58336.36712.710421.5517282.18256.60537.8481.606.38953.8193301474.96213.36118.09304.79265.41665.7219.83624.550326.401030.105727.195235.149530.345827.353.533.7934.485.723.2545.453.17408.69196.929786106.643392124.14730166.41594.515717.749.9734339567696.50591211704.2318049511919.506172.552785.9926.08646856733.1605185.62126906.8864.3795224505.96243910997310539443417059252.60833.630521.060125.8673440.51827719.103011.0651.173853250.891.3310959.904017.7549981.0582059.0393.35961.95992338.4479.1109113.1439653.5062.0216.872023.475.367080.3553624.103698.712341206.222.3622.3013.969061025.603348.243487.551730.8018770.158.4140535954425.3623196259.0113.22128.950109874307777717388333218.05010.945119549901966.59927.1008.2906722.7599191.66218.14422.8990.285.24355.3745832641.68108.9769.93189.55139.11753.635232.69541.789949.046140.078735.667638.765836.665215.066.737.0963.5411.365.8282.626.2550.8817.02152.90204968.606542189.29616664.503640173629984.5142533890.77088211331918.286184.202803.5526.12947597042.3544510.83027361.5974.3600224666.3634431090759999543217258253.13525.053320.994124.2973430.76616412.682011.4901.172783252.481.2511630.642710.4841910.1422057.9393.28421.63599315.6657.5111138.2562953.6657.2518.421708.053.847460.3547144.060418.64707650.9812.4620.9843.965101027.592348.326490.261705.3518775.946.3297135888907.9855076325.079.654145.510108412514783277350667244.91010.2891030339551032.97829.2588.1933722.7088228.38216.86406.6690.785.94256.1225852541.72108.9470.04190.01139.00753.433227.15941.394449.955945.767440.850251.874144.715119.556.757.3166.6711.365.8783.336.2458.8216.95152.09368168.202167194.84686164.421639026725740.7237953197.74295411234665.332046.3552466577.3433057.05919303.56121641.95441811488312668138016556454.31042.541319.19392.3613769.7236648.8839010.4192.204713076.762.225401301.36730.3061485.471899.241.67560323.5896.68810.3672.8159949.4739.5415.1611728.8149.3391131.13710.1401.7920.821750.357478.0917.0608106415.533485.993570.4699821.8949330.1551225.180.4861420348261.028985990.79835.13108.675116765028664753972000200.0399.230113278977849.19224.0057.6745522.3247291.17321.17676.16140.145.71454.4726289741.76101.3465.67177.79132.04730.7219.65247.646445.186952.953247.580652.354145.433028.717.288.1258.8211.034.7376.925.854016.60147.68585662.431047175.19370859.95621316.366.4500524891303.1219436105.72895712262197.815513.082497.8624.15151727256.9203495.61228107.0364.8719425275.15939910276910118839415755157.82625.772223.088139.7503147.9075219.9766912.4591.266493551.381.2579522.38308.74794739.1632238.05106.8931.57687310.4056.64650.78117.7261358.4842.8818.761793.753.048660.3762224.489189.20665559.4682.3022.5354.49039917.750399.298437.621904.2820225.1827.1060104107.995052.635310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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 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 off2 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA offXeon Platinum 8259CL2K4K6K8K10KSE +/- 3.93, N = 3SE +/- 4.68, N = 3SE +/- 0.26, N = 3SE +/- 1.13, N = 3SE +/- 0.34, N = 3SE +/- 0.35, N = 3SE +/- 0.12, N = 3SE +/- 2.73, N = 3SE +/- 6.81, N = 3SE +/- 0.11, N = 3SE +/- 0.16, N = 3SE +/- 0.26, N = 3SE +/- 0.11, N = 3SE +/- 0.30, N = 3SE +/- 0.11, N = 33917.527839.953497.471766.3510255.2010258.005709.172871.115156.693880.441919.501918.282197.812198.184364.00MIN: 3906.67MIN: 7795.37MIN: 3490.41MIN: 10250.1MIN: 10250.4MIN: 5699.77MIN: 2860.81MIN: 5142.07MIN: 3767MIN: 1911.94MIN: 1911.42MIN: 2191.04MIN: 2191.82MIN: 4358.261. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl

Nettle

Test: aes256

OpenBenchmarking.orgMbyte/s, More Is BetterNettle 3.5.1Test: aes2562 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 8259CL15003000450060007500SE +/- 2.26, N = 3SE +/- 2.03, N = 3SE +/- 7.98, N = 3SE +/- 3.29, N = 3SE +/- 1.48, N = 3SE +/- 11.26, N = 3SE +/- 6.01, N = 3SE +/- 8.42, N = 3SE +/- 1.63, N = 3SE +/- 39.45, N = 3SE +/- 4.53, N = 3SE +/- 1.10, N = 3SE +/- 0.67, N = 3SE +/- 24.71, N = 3SE +/- 5.89, N = 3SE +/- 20.53, N = 36159.216133.916313.166320.006164.795024.396161.426157.495061.607070.606172.556184.204665.335513.085523.315517.02MIN: 4154.94 / MAX: 10200.04MIN: 4136.23 / MAX: 10160.8MIN: 4256.89 / MAX: 10467.36MIN: 4254.97 / MAX: 10469.4MIN: 4152.92 / MAX: 10208.98MIN: 3388.65 / MAX: 8334.48MIN: 4158.08 / MAX: 10213.08MIN: 4104.14 / MAX: 10212.45MIN: 3412.46 / MAX: 8379.01MIN: 4721.3 / MAX: 11806.11MIN: 4118.12 / MAX: 10228.73MIN: 4170.96 / MAX: 10241.48MIN: 3372.31 / MAX: 7239.74MIN: 3744.15 / MAX: 9173.02MIN: 3739.77 / MAX: 9132.41MIN: 3740.26 / MAX: 9153.641. (CC) gcc options: -O2 -ggdb3 -lnettle -lgmp -lm -lcrypto

Nettle

Test: poly1305-aes

OpenBenchmarking.orgMbyte/s, More Is BetterNettle 3.5.1Test: poly1305-aes2 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 8259CL7001400210028003500SE +/- 0.92, N = 3SE +/- 5.86, N = 3SE +/- 0.87, N = 3SE +/- 1.10, N = 3SE +/- 0.60, N = 3SE +/- 3.38, N = 3SE +/- 2.79, N = 3SE +/- 0.50, N = 3SE +/- 1.74, N = 3SE +/- 24.77, N = 3SE +/- 17.33, N = 3SE +/- 1.01, N = 3SE +/- 0.71, N = 3SE +/- 15.23, N = 3SE +/- 0.36, N = 3SE +/- 12.50, N = 32797.222779.782867.482868.692798.562291.692795.492797.432294.743207.982785.992803.552046.352497.862516.872492.481. (CC) gcc options: -O2 -ggdb3 -lnettle -lgmp -lm -lcrypto

SMHasher

Hash: wyhash

OpenBenchmarking.orgcycles/hash, Fewer Is BetterSMHasher 2020-02-29Hash: wyhash2 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 off2 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA offXeon Platinum 8259CL612182430SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.03, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 318.8118.8222.6822.6819.8122.1325.1325.1322.1318.5126.0926.1324.1524.1524.191. (CXX) g++ options: -march=native -O3 -lpthread

DaCapo Benchmark

Java Test: Jython

OpenBenchmarking.orgmsec, Fewer Is BetterDaCapo Benchmark 9.12-MR1Java Test: Jython2 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 8259CL12002400360048006000SE +/- 23.48, N = 4SE +/- 15.39, N = 4SE +/- 19.30, N = 4SE +/- 26.49, N = 4SE +/- 10.79, N = 4SE +/- 11.58, N = 4SE +/- 35.02, N = 4SE +/- 36.99, N = 4SE +/- 10.08, N = 4SE +/- 21.20, N = 4SE +/- 14.64, N = 4SE +/- 10.59, N = 4SE +/- 56.00, N = 4SE +/- 11.32, N = 4SE +/- 22.03, N = 44877483445474711509657684609480658024321468547595246517251615012

Renaissance

Test: Scala Dotty

OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.10.0Test: Scala Dotty2 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 8259CL2K4K6K8K10KSE +/- 62.31, N = 5SE +/- 50.08, N = 5SE +/- 19.31, N = 5SE +/- 56.89, N = 13SE +/- 41.65, N = 5SE +/- 17.62, N = 5SE +/- 46.73, N = 5SE +/- 78.90, N = 5SE +/- 82.66, N = 9SE +/- 31.93, N = 5SE +/- 21.19, N = 5SE +/- 19.51, N = 5SE +/- 29.54, N = 5SE +/- 20.56, N = 5SE +/- 54.97, N = 5SE +/- 35.89, N = 57414.627556.336664.256890.618286.128634.696999.507231.018583.016970.906733.167042.356577.347256.927566.347200.75

Renaissance

Test: Apache Spark Bayes

OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.10.0Test: Apache Spark Bayes2 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 8259CL11002200330044005500SE +/- 42.87, N = 25SE +/- 38.41, N = 5SE +/- 19.41, N = 5SE +/- 36.17, N = 25SE +/- 26.06, N = 25SE +/- 37.40, N = 25SE +/- 28.09, N = 25SE +/- 38.94, N = 25SE +/- 65.14, N = 25SE +/- 30.38, N = 7SE +/- 90.85, N = 25SE +/- 57.72, N = 25SE +/- 26.28, N = 25SE +/- 47.41, N = 25SE +/- 55.66, N = 25SE +/- 26.07, N = 253662.773150.102674.183228.633477.333588.692856.853405.414199.412743.625185.624510.833057.063495.613813.753017.33

Renaissance

Test: Savina Reactors.IO

OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.10.0Test: Savina Reactors.IO2 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 8259CL6K12K18K24K30KSE +/- 496.64, N = 25SE +/- 389.39, N = 25SE +/- 593.14, N = 25SE +/- 474.27, N = 25SE +/- 516.85, N = 25SE +/- 251.20, N = 25SE +/- 426.81, N = 25SE +/- 633.76, N = 25SE +/- 436.95, N = 25SE +/- 599.32, N = 25SE +/- 568.00, N = 25SE +/- 504.51, N = 25SE +/- 365.25, N = 20SE +/- 482.43, N = 25SE +/- 502.20, N = 25SE +/- 428.64, N = 2526257.0122776.3021975.1226764.9427198.0822798.3827198.8627973.0028596.1125186.6726906.8927361.6019303.5628107.0428251.8326711.17

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 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 off2 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA offXeon Platinum 8259CL510152025SE +/- 0.01392, N = 3SE +/- 0.00134, N = 3SE +/- 0.00251, N = 3SE +/- 0.00369, N = 3SE +/- 0.05476, N = 3SE +/- 0.02388, N = 3SE +/- 0.00297, N = 3SE +/- 0.00159, N = 3SE +/- 0.00821, N = 3SE +/- 0.03985, N = 3SE +/- 0.01549, N = 3SE +/- 0.00222, N = 3SE +/- 0.00712, N = 3SE +/- 0.00526, N = 3SE +/- 0.00210, N = 39.4259116.825307.696054.3581721.4290021.4755012.327106.2964710.937908.462734.379524.360024.871944.856899.37107MIN: 9.32MIN: 16.72MIN: 7.67MIN: 21.29MIN: 21.24MIN: 12.27MIN: 6.25MIN: 10.86MIN: 8.21MIN: 4.83MIN: 4.82MIN: 9.331. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl

Renaissance

Test: Apache Spark PageRank

OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.10.0Test: Apache Spark PageRank2 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 8259CL6K12K18K24K30KSE +/- 255.27, N = 5SE +/- 217.63, N = 5SE +/- 169.44, N = 5SE +/- 286.23, N = 6SE +/- 172.76, N = 5SE +/- 195.96, N = 5SE +/- 29.95, N = 5SE +/- 165.91, N = 5SE +/- 374.59, N = 5SE +/- 165.27, N = 5SE +/- 181.72, N = 25SE +/- 286.23, N = 5SE +/- 198.48, N = 5SE +/- 278.82, N = 5SE +/- 232.21, N = 5SE +/- 154.16, N = 524540.7221704.4920621.2323588.4023703.0325271.4321743.0224522.2228045.9221015.5424505.9624666.3621641.9525275.1625636.6922226.85

lzbench

Test: Zstd 1 - Process: Compression

OpenBenchmarking.orgMB/s, More Is Betterlzbench 1.8Test: Zstd 1 - Process: Compression2 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 8259CL110220330440550SE +/- 0.58, N = 3SE +/- 1.00, N = 3SE +/- 2.33, N = 3SE +/- 2.33, N = 3SE +/- 0.33, N = 34374444574494463654454373595084394434183994074101. (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 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 8259CL30060090012001500SE +/- 0.67, N = 3SE +/- 2.00, N = 3SE +/- 0.33, N = 3SE +/- 0.67, N = 3SE +/- 1.33, N = 3SE +/- 2.65, N = 3SE +/- 0.33, N = 3SE +/- 0.67, N = 3SE +/- 0.67, N = 3114711801212116811849731182114194312991099109011481027103210611. (CXX) g++ options: -pthread -fomit-frame-pointer -fstrict-aliasing -ffast-math -O3

lzbench

Test: Zstd 8 - Process: Compression

OpenBenchmarking.orgMB/s, More Is Betterlzbench 1.8Test: Zstd 8 - Process: Compression2 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 8259CL20406080100747677757464747263847375836971711. (CXX) g++ options: -pthread -fomit-frame-pointer -fstrict-aliasing -ffast-math -O3

lzbench

Test: Zstd 8 - Process: Decompression

OpenBenchmarking.orgMB/s, More Is Betterlzbench 1.8Test: Zstd 8 - Process: Decompression2 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 8259CL30060090012001500SE +/- 1.53, N = 3SE +/- 0.33, N = 3SE +/- 0.58, N = 3SE +/- 1.53, N = 3SE +/- 1.33, N = 3SE +/- 1.53, N = 3SE +/- 1.86, N = 3SE +/- 1.45, N = 3SE +/- 0.67, N = 3SE +/- 1.53, N = 3SE +/- 11.50, N = 3SE +/- 0.67, N = 31101119412241124119599811931100930129810539991266101196610891. (CXX) g++ options: -pthread -fomit-frame-pointer -fstrict-aliasing -ffast-math -O3

lzbench

Test: Crush 0 - Process: Compression

OpenBenchmarking.orgMB/s, More Is Betterlzbench 1.8Test: Crush 0 - Process: Compression2 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 8259CL20406080100SE +/- 0.33, N = 3SE +/- 0.33, N = 3SE +/- 0.33, N = 3SE +/- 0.33, N = 3SE +/- 1.00, N = 3SE +/- 0.58, N = 3SE +/- 0.33, N = 393981019696829591801099495818886911. (CXX) g++ options: -pthread -fomit-frame-pointer -fstrict-aliasing -ffast-math -O3

lzbench

Test: Crush 0 - Process: Decompression

OpenBenchmarking.orgMB/s, More Is Betterlzbench 1.8Test: Crush 0 - Process: Decompression2 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 8259CL110220330440550SE +/- 0.33, N = 34194284404284303534294183445094344323803943964041. (CXX) g++ options: -pthread -fomit-frame-pointer -fstrict-aliasing -ffast-math -O3

lzbench

Test: Brotli 2 - Process: Compression

OpenBenchmarking.orgMB/s, More Is Betterlzbench 1.8Test: Brotli 2 - Process: Compression2 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 8259CL4080120160200SE +/- 0.33, N = 3SE +/- 0.58, N = 3SE +/- 0.33, N = 3SE +/- 0.33, N = 3SE +/- 0.67, N = 3SE +/- 1.33, N = 3SE +/- 0.33, N = 31721761811761761461761721421961701721651571591601. (CXX) g++ options: -pthread -fomit-frame-pointer -fstrict-aliasing -ffast-math -O3

lzbench

Test: Brotli 2 - Process: Decompression

OpenBenchmarking.orgMB/s, More Is Betterlzbench 1.8Test: Brotli 2 - Process: Decompression2 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 8259CL160320480640800SE +/- 5.03, N = 3SE +/- 0.67, N = 3SE +/- 1.33, N = 3SE +/- 0.67, N = 3SE +/- 0.67, N = 3SE +/- 0.88, N = 3SE +/- 1.45, N = 3SE +/- 1.20, N = 3SE +/- 1.00, N = 3SE +/- 0.88, N = 3SE +/- 0.33, N = 3SE +/- 0.33, N = 36136516736236555426536085097215925825645515435871. (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 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 8259CL1530456075SE +/- 0.21, N = 3SE +/- 0.23, N = 3SE +/- 0.12, N = 3SE +/- 0.11, N = 3SE +/- 0.31, N = 3SE +/- 0.08, N = 3SE +/- 0.05, N = 3SE +/- 0.18, N = 3SE +/- 0.14, N = 3SE +/- 0.48, N = 3SE +/- 0.15, N = 3SE +/- 0.04, N = 3SE +/- 0.03, N = 3SE +/- 0.09, N = 3SE +/- 0.06, N = 3SE +/- 0.05, N = 354.5556.0251.4552.6958.4767.4654.7954.9565.6447.6552.6153.1454.3157.8358.2857.401. (CXX) g++ options: -std=c++11 -fvisibility=hidden -fPIC -fno-strict-aliasing -O3 -rdynamic -lm -lpthread

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 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 8259CL4080120160200SE +/- 0.06, N = 3SE +/- 0.24, N = 3SE +/- 0.02, N = 3SE +/- 0.09, N = 3SE +/- 0.03, N = 3SE +/- 0.06, N = 3SE +/- 0.07, N = 3SE +/- 0.01, N = 3SE +/- 0.04, N = 3SE +/- 0.07, N = 3SE +/- 0.17, N = 3SE +/- 0.01, N = 3SE +/- 0.19, N = 3SE +/- 0.10, N = 3SE +/- 0.02, N = 3SE +/- 0.04, N = 354.82108.1642.0823.18131.09171.4369.1436.3787.5449.8733.6325.0542.5425.7725.0748.06MIN: 54.08MIN: 106.43MIN: 41.31MIN: 130.56MIN: 170.75MIN: 68.48MIN: 34.65MIN: 86.64MIN: 44.78MIN: 32.49MIN: 40.72MIN: 47.621. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl

Basis Universal

Settings: UASTC Level 3

OpenBenchmarking.orgSeconds, Fewer Is BetterBasis Universal 1.12Settings: UASTC Level 32 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 8259CL1326395265SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.03, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.05, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.18, N = 3SE +/- 0.00, N = 3SE +/- 0.06, N = 3SE +/- 0.08, N = 3SE +/- 0.02, N = 3SE +/- 0.02, N = 327.9846.7130.6919.8955.2158.2544.9427.2334.6330.6321.0620.9919.1923.0923.1535.981. (CXX) g++ options: -std=c++11 -fvisibility=hidden -fPIC -fno-strict-aliasing -O3 -rdynamic -lm -lpthread

Timed MrBayes Analysis

Primate Phylogeny Analysis

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed MrBayes Analysis 3.2.7Primate Phylogeny Analysis2 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 8259CL4080120160200SE +/- 0.27, N = 3SE +/- 0.03, N = 3SE +/- 0.01, N = 3SE +/- 0.37, N = 3SE +/- 0.44, N = 3SE +/- 0.15, N = 3SE +/- 0.09, N = 3SE +/- 0.25, N = 3SE +/- 0.67, N = 3SE +/- 0.13, N = 3SE +/- 1.63, N = 5SE +/- 0.03, N = 3SE +/- 0.68, N = 3SE +/- 0.32, N = 3SE +/- 1.87, N = 3SE +/- 0.18, N = 3134.93134.48128.85129.99147.73193.47123.70124.26194.50143.35125.87124.3092.36139.75141.90138.85-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-mavx512f -mavx512cd -mavx512vl -mavx512bw -mavx512dq -mmpx-mavx512f -mavx512cd -mavx512vl -mavx512bw -mavx512dq -mmpx -lreadline-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 -mmpx1. (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

Himeno Benchmark

Poisson Pressure Solver

OpenBenchmarking.orgMFLOPS, More Is BetterHimeno Benchmark 3.0Poisson Pressure Solver2 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 8259CL8001600240032004000SE +/- 5.10, N = 3SE +/- 1.90, N = 3SE +/- 4.11, N = 3SE +/- 5.39, N = 3SE +/- 1.15, N = 3SE +/- 1.23, N = 3SE +/- 1.26, N = 3SE +/- 0.77, N = 3SE +/- 1.18, N = 3SE +/- 3.72, N = 3SE +/- 0.96, N = 3SE +/- 1.27, N = 3SE +/- 22.45, N = 3SE +/- 1.57, N = 3SE +/- 2.97, N = 3SE +/- 1.29, N = 33404.693398.403510.213514.603405.042823.603401.163410.382817.673866.093440.523430.773769.723147.913130.863152.501. (CC) gcc options: -O3 -mavx2

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 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 8259CL510152025SE +/- 0.02232, N = 3SE +/- 0.00905, N = 3SE +/- 0.00854, N = 3SE +/- 0.01419, N = 3SE +/- 0.02892, N = 3SE +/- 0.01401, N = 3SE +/- 0.01593, N = 3SE +/- 0.06373, N = 3SE +/- 0.05182, N = 3SE +/- 0.10112, N = 3SE +/- 0.07053, N = 3SE +/- 0.00546, N = 3SE +/- 0.01277, N = 3SE +/- 0.03588, N = 3SE +/- 0.00603, N = 3SE +/- 0.03341, N = 310.634808.907956.795099.524669.3095910.193008.8423310.5239011.421507.5443919.1030012.682008.883909.976696.658427.89071MIN: 10.26MIN: 8.69MIN: 6.68MIN: 9.28MIN: 9.16MIN: 9.79MIN: 8.73MIN: 10.17MIN: 11.02MIN: 6.71MIN: 18.63MIN: 12.39MIN: 8.36MIN: 9.62MIN: 6.25MIN: 7.761. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl

Scikit-Learn

OpenBenchmarking.orgSeconds, Fewer Is BetterScikit-Learn 0.22.12 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 8259CL3691215SE +/- 0.024, N = 3SE +/- 0.034, N = 3SE +/- 0.042, N = 3SE +/- 0.122, N = 3SE +/- 0.041, N = 3SE +/- 0.028, N = 3SE +/- 0.029, N = 3SE +/- 0.055, N = 3SE +/- 0.035, N = 3SE +/- 0.035, N = 3SE +/- 0.052, N = 3SE +/- 0.032, N = 3SE +/- 0.037, N = 3SE +/- 0.039, N = 3SE +/- 0.043, N = 3SE +/- 0.056, N = 310.45810.1129.1279.39210.28612.0309.92410.44912.5499.66111.06511.49010.41912.45912.95412.088

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 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 8259CL246810SE +/- 0.00092, N = 3SE +/- 0.01927, N = 3SE +/- 0.00032, N = 3SE +/- 0.00373, N = 3SE +/- 0.01731, N = 3SE +/- 0.01443, N = 3SE +/- 0.00634, N = 3SE +/- 0.00200, N = 3SE +/- 0.00590, N = 3SE +/- 0.01801, N = 3SE +/- 0.00161, N = 3SE +/- 0.00132, N = 3SE +/- 0.00603, N = 3SE +/- 0.00118, N = 3SE +/- 0.00388, N = 3SE +/- 0.00571, N = 32.697004.889661.962791.136085.804207.636463.130061.707493.855122.275261.173851.172782.204711.266491.263952.20053MIN: 2.66MIN: 4.84MIN: 1.95MIN: 5.77MIN: 7.57MIN: 3.1MIN: 3.82MIN: 2.12MIN: 2.14MIN: 2.171. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl

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 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 8259CL3K6K9K12K15KSE +/- 3.52, N = 3SE +/- 11.33, N = 3SE +/- 11.11, N = 3SE +/- 7.97, N = 3SE +/- 2.59, N = 3SE +/- 13.03, N = 3SE +/- 9.11, N = 3SE +/- 10.40, N = 3SE +/- 109.20, N = 3SE +/- 41.02, N = 3SE +/- 4.78, N = 3SE +/- 0.59, N = 3SE +/- 25.92, N = 3SE +/- 7.22, N = 3SE +/- 11.90, N = 3SE +/- 5.52, N = 34896.419696.925919.943005.4811821.3012300.309374.604821.246329.946183.113250.893252.483076.763551.383548.607095.62MIN: 4854.07MIN: 9656.48MIN: 5895.99MIN: 2934.55MIN: 11811.3MIN: 12254MIN: 9350.22MIN: 4760.44MIN: 6190.58MIN: 5934.01MIN: 3176.52MIN: 3175.14MIN: 3011.81MIN: 3527.13MIN: 3529.41MIN: 7085.951. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl

MKL-DNN DNNL

Harness: Deconvolution Batch deconv_1d - Data Type: f32

OpenBenchmarking.orgms, Fewer Is BetterMKL-DNN DNNL 1.1Harness: Deconvolution Batch deconv_1d - Data Type: f322 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 8259CL1.19492.38983.58474.77965.9745SE +/- 0.00174, N = 3SE +/- 0.00527, N = 3SE +/- 0.00157, N = 3SE +/- 0.00318, N = 3SE +/- 0.00570, N = 3SE +/- 0.01140, N = 3SE +/- 0.00272, N = 3SE +/- 0.00475, N = 3SE +/- 0.00576, N = 3SE +/- 0.01273, N = 3SE +/- 0.00979, N = 3SE +/- 0.00024, N = 3SE +/- 0.01972, N = 3SE +/- 0.00693, N = 3SE +/- 0.00066, N = 3SE +/- 0.00097, N = 32.126803.364321.462321.240293.994885.310872.231261.497243.065901.745151.331091.251162.225401.257951.225891.63928MIN: 2.06MIN: 3.3MIN: 1.44MIN: 1.17MIN: 3.95MIN: 5.16MIN: 2.17MIN: 1.43MIN: 2.99MIN: 1.55MIN: 1.26MIN: 1.19MIN: 2.11MIN: 1.2MIN: 1.18MIN: 1.611. (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 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 8259CL30060090012001500SE +/- 0.03, N = 3SE +/- 0.09, N = 3SE +/- 0.02, N = 3SE +/- 0.03, N = 3SE +/- 0.04, N = 3SE +/- 0.06, N = 3SE +/- 0.01, N = 3SE +/- 0.25, N = 3SE +/- 0.14, N = 3SE +/- 0.04, N = 3SE +/- 0.73, N = 3SE +/- 0.03, N = 3SE +/- 2.69, N = 3SE +/- 0.24, N = 3SE +/- 0.01, N = 3SE +/- 0.04, N = 335.9866.7426.8419.8181.07105.8342.2226.5455.3431.9959.9030.641301.3622.3819.3730.88MIN: 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_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 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 8259CL160320480640800SE +/- 0.00643, N = 3SE +/- 0.02138, N = 3SE +/- 0.01386, N = 3SE +/- 0.03597, N = 3SE +/- 0.01482, N = 3SE +/- 0.02504, N = 3SE +/- 0.01762, N = 3SE +/- 0.01218, N = 3SE +/- 0.01146, N = 3SE +/- 0.01662, N = 3SE +/- 0.29660, N = 3SE +/- 0.02611, N = 3SE +/- 7.24186, N = 3SE +/- 0.02555, N = 3SE +/- 0.01740, N = 3SE +/- 0.00834, N = 315.7542028.4532011.290007.4605034.6031045.0502017.9735011.3282023.7028013.4504017.7549010.48410730.306008.747947.6365112.70590MIN: 698.321. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl

MKL-DNN DNNL

Harness: Deconvolution Batch deconv_all - Data Type: f32

OpenBenchmarking.orgms, Fewer Is BetterMKL-DNN DNNL 1.1Harness: Deconvolution Batch deconv_all - Data Type: f322 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 8259CL5001000150020002500SE +/- 1.51, N = 3SE +/- 0.74, N = 3SE +/- 0.33, N = 3SE +/- 0.39, N = 3SE +/- 0.44, N = 3SE +/- 7.40, N = 3SE +/- 0.49, N = 3SE +/- 0.89, N = 3SE +/- 0.28, N = 3SE +/- 16.26, N = 5SE +/- 2.10, N = 3SE +/- 0.18, N = 3SE +/- 1.29, N = 3SE +/- 0.85, N = 3SE +/- 0.88, N = 3SE +/- 0.97, N = 31278.251920.741113.54881.781699.692201.04983.91711.391364.261292.62981.06910.141485.47739.16743.701029.24MIN: 1270.58MIN: 1902.55MIN: 1108.65MIN: 874.01MIN: 1694.75MIN: 2184.66MIN: 975.96MIN: 703.37MIN: 1356.18MIN: 1177.9MIN: 965.05MIN: 903.49MIN: 1462.15MIN: 731.99MIN: 737.27MIN: 1023.451. (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 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 8259CL16003200480064008000SE +/- 3.26, N = 3SE +/- 5.71, N = 3SE +/- 2.14, N = 3SE +/- 5.70, N = 3SE +/- 2.58, N = 3SE +/- 0.67, N = 3SE +/- 5.07, N = 3SE +/- 2.41, N = 3SE +/- 2.28, N = 3SE +/- 48.27, N = 3SE +/- 0.43, N = 3SE +/- 2.13, N = 3SE +/- 3.22, N = 3SE +/- 3.00, N = 3SE +/- 22.00, N = 3SE +/- 0.90, N = 33112.366072.573716.981893.727189.037457.865864.262987.083849.133852.372059.032057.931899.242238.052252.674426.06MIN: 3107.3MIN: 6048.56MIN: 3705.72MIN: 1871.79MIN: 7180.23MIN: 7454.84MIN: 5830.88MIN: 2977.12MIN: 3842.7MIN: 3728.62MIN: 2054.86MIN: 2050.62MIN: 1888.24MIN: 2230.65MIN: 2229.49MIN: 4423.171. (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 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 off2 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA offXeon Platinum 8259CL100200300400500SE +/- 0.02, N = 3SE +/- 0.42, N = 3SE +/- 0.03, N = 3SE +/- 0.00, N = 3SE +/- 0.02, N = 3SE +/- 0.08, N = 3SE +/- 0.10, N = 3SE +/- 0.02, N = 3SE +/- 0.04, N = 3SE +/- 0.20, N = 3SE +/- 0.01, N = 3SE +/- 0.03, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.02, N = 3187.17369.29166.9886.54484.59484.90269.99137.73246.45188.6193.3693.28106.89106.71207.91MIN: 186.33MIN: 365.68MIN: 166.21MIN: 85.56MIN: 484.13MIN: 484.15MIN: 268.99MIN: 136.67MIN: 245.49MIN: 178.56MIN: 92.35MIN: 92.44MIN: 105.9MIN: 105.9MIN: 207.271. (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 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 8259CL1.16252.3253.48754.655.8125SE +/- 0.02205, N = 15SE +/- 0.01148, N = 3SE +/- 0.01072, N = 3SE +/- 0.01437, N = 15SE +/- 0.02145, N = 3SE +/- 0.01398, N = 3SE +/- 0.00644, N = 3SE +/- 0.01296, N = 3SE +/- 0.01245, N = 3SE +/- 0.00575, N = 3SE +/- 0.02693, N = 15SE +/- 0.00571, N = 3SE +/- 0.00673, N = 3SE +/- 0.01483, N = 15SE +/- 0.01953, N = 3SE +/- 0.00893, N = 32.230094.499852.394511.639864.756965.166584.413662.189752.666992.867151.959921.635991.675601.576871.537292.69977MIN: 1.82MIN: 4.19MIN: 2.28MIN: 1.39MIN: 4.33MIN: 4.71MIN: 3.68MIN: 1.86MIN: 2.31MIN: 2.53MIN: 1.37MIN: 1.41MIN: 1.59MIN: 1.29MIN: 1.39MIN: 2.461. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl

Numpy Benchmark

OpenBenchmarking.orgScore, More Is BetterNumpy Benchmark2 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 8259CL80160240320400SE +/- 0.65, N = 3SE +/- 3.23, N = 3SE +/- 2.42, N = 3SE +/- 3.00, N = 3SE +/- 2.01, N = 3SE +/- 0.89, N = 3SE +/- 0.54, N = 3SE +/- 1.46, N = 3SE +/- 1.91, N = 3SE +/- 2.73, N = 3SE +/- 2.37, N = 3SE +/- 4.26, N = 3SE +/- 1.14, N = 3SE +/- 0.76, N = 3SE +/- 3.32, N = 3SE +/- 0.75, N = 3300.73313.76330.33321.82315.14272.12318.87304.16262.78367.56338.44315.66323.58310.40293.53321.13

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 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 8259CL90180270360450SE +/- 0.04, N = 3SE +/- 0.16, N = 3SE +/- 0.06, N = 3SE +/- 0.08, N = 3SE +/- 0.11, N = 3SE +/- 0.95, N = 3SE +/- 0.05, N = 3SE +/- 0.03, N = 3SE +/- 0.04, N = 3SE +/- 0.11, N = 3SE +/- 0.88, N = 3SE +/- 0.79, N = 3SE +/- 1.13, N = 3SE +/- 0.23, N = 3SE +/- 0.20, N = 3SE +/- 0.12, N = 3122.76244.7594.1949.84298.30395.44155.3781.14197.91108.5779.1157.5196.6956.6555.36107.80MIN: 121.68MIN: 242.31MIN: 93.73MIN: 297.84MIN: 390.56MIN: 154.79MIN: 79.72MIN: 195.97MIN: 102.46MIN: 74.84MIN: 93.63MIN: 106.141. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl

CloverLeaf

Lagrangian-Eulerian Hydrodynamics

OpenBenchmarking.orgSeconds, Fewer Is BetterCloverLeafLagrangian-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-3275MEPYC 2 7R322 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA offXeon Platinum 8259CL0.33530.67061.00591.34121.6765SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.02, N = 15SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.04, N = 15SE +/- 0.04, N = 15SE +/- 0.02, N = 15SE +/- 0.00, N = 3SE +/- 0.03, N = 15SE +/- 0.00, N = 3SE +/- 0.00, N = 31.061.280.960.691.371.491.270.931.001.140.360.780.631.111. (F9X) gfortran options: -O3 -march=native -funroll-loops -fopenmp

DeepSpeech

Acceleration: CPU

OpenBenchmarking.orgSeconds, Fewer Is BetterDeepSpeech 0.6Acceleration: CPU2 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 8259CL306090120150SE +/- 0.47, N = 3SE +/- 1.11, N = 3SE +/- 1.60, N = 3SE +/- 1.16, N = 3SE +/- 0.75, N = 3SE +/- 1.22, N = 3SE +/- 1.84, N = 3SE +/- 0.89, N = 3SE +/- 0.71, N = 3SE +/- 0.15, N = 3SE +/- 1.06, N = 3SE +/- 2.07, N = 4SE +/- 0.08, N = 3SE +/- 0.65, N = 3SE +/- 1.04, N = 3SE +/- 1.18, N = 8125.12126.08118.09122.22128.41136.00119.79123.39133.01123.85113.14138.2672.82117.73135.05117.36

Mlpack Benchmark

Benchmark: scikit_ica

OpenBenchmarking.orgSeconds, Fewer Is BetterMlpack BenchmarkBenchmark: scikit_ica2 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 8259CL20406080100SE +/- 1.07, N = 4SE +/- 0.25, N = 3SE +/- 0.21, N = 3SE +/- 0.59, N = 3SE +/- 0.44, N = 3SE +/- 0.80, N = 3SE +/- 0.45, N = 3SE +/- 0.30, N = 3SE +/- 1.29, N = 3SE +/- 0.11, N = 3SE +/- 0.51, N = 15SE +/- 0.26, N = 3SE +/- 0.48, N = 15SE +/- 0.80, N = 3SE +/- 0.35, N = 3SE +/- 0.34, N = 377.4168.1967.3663.3568.7881.3661.8274.6394.4554.9153.5053.6649.4758.4857.6961.20

Mlpack Benchmark

Benchmark: scikit_qda

OpenBenchmarking.orgSeconds, Fewer Is BetterMlpack BenchmarkBenchmark: scikit_qda2 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 8259CL1428425670SE +/- 0.63, N = 3SE +/- 0.49, N = 4SE +/- 0.29, N = 3SE +/- 0.34, N = 3SE +/- 0.43, N = 6SE +/- 0.39, N = 3SE +/- 0.46, N = 3SE +/- 0.21, N = 3SE +/- 0.51, N = 12SE +/- 0.18, N = 3SE +/- 1.16, N = 9SE +/- 0.54, N = 3SE +/- 0.28, N = 3SE +/- 0.54, N = 12SE +/- 0.19, N = 3SE +/- 0.12, N = 342.6934.2430.4538.3537.4140.7531.9644.5350.1032.6562.0257.2539.5442.8841.2931.98

Mlpack Benchmark

Benchmark: scikit_svm

OpenBenchmarking.orgSeconds, Fewer Is BetterMlpack BenchmarkBenchmark: scikit_svm2 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 8259CL510152025SE +/- 0.04, N = 3SE +/- 0.09, N = 3SE +/- 0.07, N = 3SE +/- 0.09, N = 3SE +/- 0.02, N = 3SE +/- 0.04, N = 3SE +/- 0.00, N = 3SE +/- 0.13, N = 3SE +/- 0.06, N = 3SE +/- 0.19, N = 3SE +/- 0.06, N = 3SE +/- 0.01, N = 3SE +/- 0.09, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 317.9217.8217.1917.1917.9820.8917.9217.7721.0915.7816.8718.4215.1618.7619.6218.67

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 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 8259CL3K6K9K12K15KSE +/- 2.07, N = 3SE +/- 4.48, N = 3SE +/- 1.24, N = 3SE +/- 3.12, N = 3SE +/- 1.57, N = 3SE +/- 4.87, N = 3SE +/- 7.74, N = 3SE +/- 10.67, N = 3SE +/- 23.72, N = 3SE +/- 15.10, N = 3SE +/- 3.97, N = 3SE +/- 0.40, N = 3SE +/- 19.01, N = 3SE +/- 1.51, N = 3SE +/- 0.82, N = 3SE +/- 4.13, N = 32479.284826.712846.121517.445840.266241.164478.932377.913215.172967.922023.471708.0511728.801793.751734.203402.07MIN: 4806.63MIN: 2813.78MIN: 5831.48MIN: 6214.68MIN: 4461.44MIN: 3181.24MIN: 2893.12MIN: 11565.1MIN: 3393.591. (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 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 8259CL306090120150SE +/- 0.03777, N = 3SE +/- 0.02448, N = 3SE +/- 0.00398, N = 3SE +/- 0.04146, N = 4SE +/- 0.00870, N = 3SE +/- 0.03131, N = 3SE +/- 0.01160, N = 3SE +/- 0.03959, N = 3SE +/- 0.04012, N = 3SE +/- 0.03226, N = 3SE +/- 0.06319, N = 3SE +/- 0.01731, N = 3SE +/- 0.23997, N = 3SE +/- 0.01481, N = 3SE +/- 0.00908, N = 3SE +/- 0.00119, N = 34.086054.610543.231213.110024.838755.592754.538214.117794.826033.592185.367083.84746149.339003.048662.781933.43236MIN: 144.741. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl

MKL-DNN DNNL

Harness: Deconvolution Batch deconv_1d - Data Type: u8s8f32

OpenBenchmarking.orgms, Fewer Is BetterMKL-DNN DNNL 1.1Harness: Deconvolution Batch deconv_1d - Data Type: u8s8f322 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 8259CL2004006008001000SE +/- 0.002792, N = 3SE +/- 0.001194, N = 3SE +/- 0.000361, N = 3SE +/- 0.006813, N = 3SE +/- 0.001460, N = 3SE +/- 0.001246, N = 3SE +/- 0.000358, N = 3SE +/- 0.001915, N = 3SE +/- 0.003675, N = 3SE +/- 0.001267, N = 3SE +/- 0.001152, N = 3SE +/- 0.001652, N = 3SE +/- 4.136428, N = 3SE +/- 0.000864, N = 3SE +/- 0.001016, N = 3SE +/- 0.000985, N = 30.5608900.8437090.3710360.3944550.9767301.2737500.5286320.3690600.7703000.4584220.3553620.3547141131.1300000.3762220.3614140.415614MIN: 1118.791. (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: bf16bf16bf16

OpenBenchmarking.orgms, Fewer Is BetterMKL-DNN DNNL 1.1Harness: IP Batch 1D - Data Type: bf16bf16bf162 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 off2 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA offXeon Platinum 8259CL3691215SE +/- 0.02081, N = 3SE +/- 0.02077, N = 3SE +/- 0.00377, N = 3SE +/- 0.01183, N = 3SE +/- 0.00212, N = 3SE +/- 0.02765, N = 3SE +/- 0.00265, N = 3SE +/- 0.00482, N = 3SE +/- 0.01534, N = 3SE +/- 0.02664, N = 3SE +/- 0.00988, N = 3SE +/- 0.00386, N = 3SE +/- 0.00431, N = 3SE +/- 0.00913, N = 3SE +/- 0.00262, N = 35.727918.685904.831703.659648.8271010.901405.714393.212815.565005.563044.103694.060414.489184.464405.69900MIN: 5.56MIN: 8.38MIN: 4.76MIN: 3.47MIN: 8.65MIN: 10.12MIN: 5.6MIN: 2.99MIN: 5.18MIN: 5.04MIN: 3.91MIN: 3.85MIN: 4.31MIN: 4.28MIN: 5.571. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl

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 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 off2 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA offXeon Platinum 8259CL918273645SE +/- 0.00301, N = 3SE +/- 0.01559, N = 3SE +/- 0.00390, N = 3SE +/- 0.00328, N = 3SE +/- 0.00339, N = 3SE +/- 0.00904, N = 3SE +/- 0.00584, N = 3SE +/- 0.00770, N = 3SE +/- 0.00466, N = 3SE +/- 0.24390, N = 4SE +/- 0.00882, N = 3SE +/- 0.00469, N = 3SE +/- 0.00172, N = 3SE +/- 0.00811, N = 3SE +/- 0.00403, N = 315.2177029.9173014.078007.9291239.9985040.0192022.4243011.6076020.5163016.590608.712348.647079.206659.1875117.32170MIN: 15.05MIN: 29.42MIN: 13.95MIN: 39.89MIN: 39.9MIN: 22.32MIN: 11.46MIN: 20.35MIN: 14.98MIN: 8.5MIN: 8.43MIN: 9.04MIN: 9.03MIN: 17.211. (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 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 8259CL7001400210028003500SE +/- 0.29, N = 3SE +/- 1.16, N = 3SE +/- 0.39, N = 3SE +/- 0.78, N = 3SE +/- 0.47, N = 3SE +/- 1.30, N = 3SE +/- 0.59, N = 3SE +/- 0.79, N = 3SE +/- 1.69, N = 3SE +/- 0.68, N = 3SE +/- 7.07, N = 3SE +/- 5.95, N = 3SE +/- 2.05, N = 3SE +/- 0.29, N = 3SE +/- 0.29, N = 3SE +/- 0.32, N = 3999.541948.77765.75496.822363.003129.931227.07694.321578.24878.391206.22650.98710.14559.47461.94874.20MIN: 995.71MIN: 1927.2MIN: 755.35MIN: 2357.87MIN: 3085.85MIN: 1218.34MIN: 686.24MIN: 1571.3MIN: 819.94MIN: 1181.19MIN: 639.1MIN: 700.52MIN: 553.8MIN: 868.411. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl

Mlpack Benchmark

Benchmark: scikit_linearridgeregression

OpenBenchmarking.orgSeconds, Fewer Is BetterMlpack BenchmarkBenchmark: scikit_linearridgeregression2 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 8259CL0.67281.34562.01842.69123.364SE +/- 0.06, N = 12SE +/- 0.03, N = 3SE +/- 0.02, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 7SE +/- 0.04, N = 3SE +/- 0.03, N = 3SE +/- 0.04, N = 15SE +/- 0.02, N = 3SE +/- 0.02, N = 3SE +/- 0.04, N = 15SE +/- 0.03, N = 15SE +/- 0.02, N = 3SE +/- 0.02, N = 15SE +/- 0.02, N = 12SE +/- 0.02, N = 152.392.251.671.822.462.971.932.082.991.992.362.461.792.302.422.00

LAMMPS Molecular Dynamics Simulator

Model: Rhodopsin Protein

OpenBenchmarking.orgns/day, More Is BetterLAMMPS Molecular Dynamics Simulator 9Jan2020Model: Rhodopsin Protein2 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 8259CL612182430SE +/- 0.046, N = 3SE +/- 0.018, N = 3SE +/- 0.192, N = 3SE +/- 0.251, N = 14SE +/- 0.006, N = 3SE +/- 0.021, N = 3SE +/- 0.024, N = 3SE +/- 0.055, N = 3SE +/- 0.014, N = 3SE +/- 0.127, N = 15SE +/- 0.155, N = 3SE +/- 0.178, N = 3SE +/- 0.372, N = 15SE +/- 0.332, N = 3SE +/- 0.324, N = 3SE +/- 0.083, N = 317.3789.53515.31424.7888.1587.81010.32518.15014.16114.56222.30120.98420.82122.53521.88713.040-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

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 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 off2 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA offXeon Platinum 8259CL48121620SE +/- 0.00772, N = 3SE +/- 0.04579, N = 3SE +/- 0.00167, N = 3SE +/- 0.00661, N = 3SE +/- 0.00105, N = 3SE +/- 0.00867, N = 3SE +/- 0.00392, N = 3SE +/- 0.00747, N = 3SE +/- 0.01001, N = 3SE +/- 0.03740, N = 3SE +/- 0.01030, N = 3SE +/- 0.00401, N = 3SE +/- 0.00489, N = 3SE +/- 0.00151, N = 3SE +/- 0.02376, N = 37.2297513.142806.553744.0684716.5484016.551609.903625.384028.869137.615953.969063.965104.490394.465237.98292MIN: 7.13MIN: 12.96MIN: 6.5MIN: 3.93MIN: 16.51MIN: 16.51MIN: 9.85MIN: 5.3MIN: 8.78MIN: 6.95MIN: 3.86MIN: 3.88MIN: 4.4MIN: 4.38MIN: 7.921. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl

Nettle

Test: chacha

OpenBenchmarking.orgMbyte/s, More Is BetterNettle 3.5.1Test: chacha2 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 8259CL30060090012001500SE +/- 0.41, N = 3SE +/- 1.02, N = 3SE +/- 0.86, N = 3SE +/- 0.37, N = 3SE +/- 0.76, N = 3SE +/- 0.91, N = 3SE +/- 0.49, N = 3SE +/- 0.61, N = 3SE +/- 0.18, N = 3SE +/- 5.99, N = 3SE +/- 1.27, N = 3SE +/- 0.48, N = 3SE +/- 0.08, N = 3SE +/- 4.50, N = 3SE +/- 4.18, N = 3SE +/- 1.52, N = 31024.981020.091051.111051.941024.49837.611024.991025.38841.651172.151025.601027.59750.36917.75917.51920.51MIN: 518.14 / MAX: 2797.53MIN: 519.31 / MAX: 2788.96MIN: 532.77 / MAX: 2871.25MIN: 535.04 / MAX: 2870.94MIN: 507.67 / MAX: 2797.4MIN: 423.28 / MAX: 2294.55MIN: 521.91 / MAX: 2799.45MIN: 522.31 / MAX: 2798.89MIN: 428.69 / MAX: 2296.48MIN: 567.45 / MAX: 3234.29MIN: 515.88 / MAX: 2805.16MIN: 523.28 / MAX: 2803.78MIN: 382.32 / MAX: 2047.21MIN: 461.99 / MAX: 2517.41MIN: 463.47 / MAX: 2517.16MIN: 461.1 / MAX: 2517.21. (CC) gcc options: -O2 -ggdb3 -lnettle -lgmp -lm -lcrypto

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 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 off2 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA offXeon Platinum 8259CL400800120016002000SE +/- 0.06, N = 3SE +/- 1.48, N = 3SE +/- 0.07, N = 3SE +/- 0.06, N = 3SE +/- 0.15, N = 3SE +/- 0.03, N = 3SE +/- 0.09, N = 3SE +/- 4.23, N = 3SE +/- 0.08, N = 3SE +/- 1.04, N = 3SE +/- 0.07, N = 3SE +/- 0.33, N = 3SE +/- 0.23, N = 3SE +/- 0.11, N = 3SE +/- 0.41, N = 3712.201433.47637.37320.061874.471875.231042.34527.02938.91702.07348.24348.33399.30399.31796.75MIN: 710.93MIN: 1421.77MIN: 636.97MIN: 319.23MIN: 1873.87MIN: 1873.9MIN: 1041.43MIN: 521.14MIN: 937.57MIN: 687.86MIN: 346.92MIN: 347.28MIN: 398.05MIN: 398.47MIN: 795.521. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl

Nettle

Test: sha512

OpenBenchmarking.orgMbyte/s, More Is BetterNettle 3.5.1Test: sha5122 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 8259CL120240360480600SE +/- 0.19, N = 3SE +/- 1.03, N = 3SE +/- 0.15, N = 3SE +/- 0.97, N = 3SE +/- 0.19, N = 3SE +/- 0.56, N = 3SE +/- 0.77, N = 3SE +/- 0.11, N = 3SE +/- 0.28, N = 3SE +/- 2.72, N = 3SE +/- 2.94, N = 3SE +/- 0.61, N = 3SE +/- 0.28, N = 3SE +/- 2.61, N = 3SE +/- 1.80, N = 3SE +/- 2.12, N = 3489.15485.86501.98500.98489.51399.99488.81489.42401.13550.93487.55490.26478.09437.62438.23436.731. (CC) gcc options: -O2 -ggdb3 -lnettle -lgmp -lm -lcrypto

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 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 off2 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA offXeon Platinum 8259CL14002800420056007000SE +/- 3.03, N = 3SE +/- 3.12, N = 3SE +/- 5.43, N = 3SE +/- 0.87, N = 3SE +/- 0.83, N = 3SE +/- 0.10, N = 3SE +/- 1.02, N = 3SE +/- 5.08, N = 3SE +/- 3.93, N = 3SE +/- 4.61, N = 3SE +/- 16.35, N = 3SE +/- 3.70, N = 3SE +/- 0.13, N = 3SE +/- 0.44, N = 3SE +/- 0.16, N = 33152.415695.582935.991779.156721.026721.543966.732169.933600.953293.941730.801705.351904.281904.453368.21MIN: 3140.75MIN: 5644.95MIN: 2926MIN: 1772.45MIN: 6716.04MIN: 6717.72MIN: 3962.44MIN: 2158.31MIN: 3588.76MIN: 3137.48MIN: 1701.4MIN: 1696.57MIN: 1898.87MIN: 1899.24MIN: 3365.011. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl

SMHasher

Hash: wyhash

OpenBenchmarking.orgMiB/sec, More Is BetterSMHasher 2020-02-29Hash: wyhashXeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216Xeon W-3275M2 x Xeon Platinum 8275CL2 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA offXeon Platinum 8259CL6K12K18K24K30KSE +/- 0.31, N = 3SE +/- 5.65, N = 3SE +/- 4.48, N = 3SE +/- 4.76, N = 3SE +/- 105.54, N = 3SE +/- 4.38, N = 3SE +/- 4.81, N = 3SE +/- 6.86, N = 3SE +/- 0.70, N = 3SE +/- 8.73, N = 322004.0819429.8719424.1122011.2026298.7718770.1518775.9420225.1820231.5820221.251. (CXX) g++ options: -march=native -O3 -lpthread

High Performance Conjugate Gradient

OpenBenchmarking.orgGFLOP/s, More Is BetterHigh Performance Conjugate Gradient 3.12 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 8259CL714212835SE +/- 0.15366, N = 3SE +/- 0.08231, N = 3SE +/- 0.04073, N = 3SE +/- 0.24605, N = 3SE +/- 0.01417, N = 3SE +/- 0.03282, N = 3SE +/- 0.02780, N = 3SE +/- 0.12533, N = 3SE +/- 0.00847, N = 3SE +/- 0.15186, N = 3SE +/- 0.60187, N = 9SE +/- 0.06827, N = 7SE +/- 0.00395, N = 3SE +/- 0.12742, N = 3SE +/- 0.00225, N = 3SE +/- 0.03425, N = 325.6303013.3529014.9097028.8542013.0138011.8883013.9581026.5910023.1574014.162308.414056.3297117.0608027.1060016.5171013.642501. (CXX) g++ options: -O3 -ffast-math -ftree-vectorize -pthread -lmpi_cxx -lmpi

NAS Parallel Benchmarks

Test / Class: BT.C

OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: BT.C2 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-3275MEPYC 2 7R322 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA offXeon Platinum 8259CL30K60K90K120K150KSE +/- 42.06, N = 3SE +/- 44.99, N = 3SE +/- 52.95, N = 3SE +/- 78.84, N = 3SE +/- 54.74, N = 3SE +/- 4.15, N = 3SE +/- 27.55, N = 3SE +/- 86.40, N = 3SE +/- 124.40, N = 3SE +/- 127.07, N = 3SE +/- 500.22, N = 3SE +/- 107.83, N = 3SE +/- 64.74, N = 3SE +/- 15.49, N = 3100761.2950787.7971842.34136046.5348617.0546389.7956576.1277470.6765509.9869347.58106415.53104107.9984766.1451975.351. (F9X) gfortran options: -O3 -march=native -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi2. 2 x Xeon Gold 5220R: Open MPI 4.0.3rc43. Xeon Gold 5220R: Open MPI 4.0.3rc44. Xeon Platinum 8280: Open MPI 4.0.3rc45. 2 x Xeon Platinum 8280: Open MPI 4.0.3rc46. Xeon Gold 5218: Open MPI 4.0.3rc47. Xeon Silver 4216: Open MPI 4.0.3rc48. Xeon Gold 6226R: Open MPI 4.0.3rc49. 2 x Xeon Gold 6226R: Open MPI 4.0.3rc410. 2 x Xeon Silver 4216: Open MPI 4.0.3rc411. Xeon W-3275M: Open MPI 3.1.312. EPYC 2 7R32: Open MPI 3.1.313. 2 x Xeon Platinum 8259CL: Open MPI 3.1.314. 2 x Xeon Platinum 8259CL NUMA off: Open MPI 3.1.315. Xeon Platinum 8259CL: Open MPI 3.1.3

NAS Parallel Benchmarks

Test / Class: EP.C

OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: EP.C2 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-3275MEPYC 2 7R322 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA offXeon Platinum 8259CL13002600390052006500SE +/- 32.92, N = 3SE +/- 2.92, N = 3SE +/- 44.67, N = 3SE +/- 88.25, N = 3SE +/- 2.61, N = 3SE +/- 19.04, N = 5SE +/- 34.91, N = 3SE +/- 38.41, N = 3SE +/- 38.56, N = 4SE +/- 40.50, N = 3SE +/- 31.12, N = 3SE +/- 77.32, N = 3SE +/- 34.33, N = 3SE +/- 14.22, N = 33768.661863.153194.186104.941621.481545.502044.244005.262984.023025.113485.995052.635059.022641.321. (F9X) gfortran options: -O3 -march=native -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi2. 2 x Xeon Gold 5220R: Open MPI 4.0.3rc43. Xeon Gold 5220R: Open MPI 4.0.3rc44. Xeon Platinum 8280: Open MPI 4.0.3rc45. 2 x Xeon Platinum 8280: Open MPI 4.0.3rc46. Xeon Gold 5218: Open MPI 4.0.3rc47. Xeon Silver 4216: Open MPI 4.0.3rc48. Xeon Gold 6226R: Open MPI 4.0.3rc49. 2 x Xeon Gold 6226R: Open MPI 4.0.3rc410. 2 x Xeon Silver 4216: Open MPI 4.0.3rc411. Xeon W-3275M: Open MPI 3.1.312. EPYC 2 7R32: Open MPI 3.1.313. 2 x Xeon Platinum 8259CL: Open MPI 3.1.314. 2 x Xeon Platinum 8259CL NUMA off: Open MPI 3.1.315. Xeon Platinum 8259CL: Open MPI 3.1.3

NAS Parallel Benchmarks

Test / Class: EP.D

OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: EP.D2 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-3275MEPYC 2 7R322 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA offXeon Platinum 8259CL13002600390052006500SE +/- 54.90, N = 4SE +/- 6.98, N = 3SE +/- 46.76, N = 4SE +/- 148.86, N = 12SE +/- 4.92, N = 3SE +/- 6.21, N = 3SE +/- 8.86, N = 3SE +/- 124.07, N = 12SE +/- 2.84, N = 3SE +/- 4.09, N = 3SE +/- 5.75, N = 3SE +/- 89.39, N = 3SE +/- 84.22, N = 3SE +/- 38.58, N = 43780.591966.613283.386284.651635.781571.492094.533969.603144.703210.523570.465310.165284.342677.641. (F9X) gfortran options: -O3 -march=native -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi2. 2 x Xeon Gold 5220R: Open MPI 4.0.3rc43. Xeon Gold 5220R: Open MPI 4.0.3rc44. Xeon Platinum 8280: Open MPI 4.0.3rc45. 2 x Xeon Platinum 8280: Open MPI 4.0.3rc46. Xeon Gold 5218: Open MPI 4.0.3rc47. Xeon Silver 4216: Open MPI 4.0.3rc48. Xeon Gold 6226R: Open MPI 4.0.3rc49. 2 x Xeon Gold 6226R: Open MPI 4.0.3rc410. 2 x Xeon Silver 4216: Open MPI 4.0.3rc411. Xeon W-3275M: Open MPI 3.1.312. EPYC 2 7R32: Open MPI 3.1.313. 2 x Xeon Platinum 8259CL: Open MPI 3.1.314. 2 x Xeon Platinum 8259CL NUMA off: Open MPI 3.1.315. Xeon Platinum 8259CL: Open MPI 3.1.3

NAS Parallel Benchmarks

Test / Class: LU.C

OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: LU.C2 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-3275MEPYC 2 7R322 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA offXeon Platinum 8259CL30K60K90K120K150KSE +/- 135.16, N = 3SE +/- 45.25, N = 3SE +/- 82.95, N = 3SE +/- 188.25, N = 3SE +/- 41.33, N = 3SE +/- 38.08, N = 3SE +/- 30.22, N = 3SE +/- 50.65, N = 3SE +/- 91.80, N = 3SE +/- 35.10, N = 3SE +/- 139.53, N = 3SE +/- 55.32, N = 3SE +/- 32.58, N = 3SE +/- 7.82, N = 3108883.4056744.8774255.67140090.3248143.4946723.0158594.50106268.3385606.5369606.8499821.89120961.9194642.9965522.461. (F9X) gfortran options: -O3 -march=native -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi2. 2 x Xeon Gold 5220R: Open MPI 4.0.3rc43. Xeon Gold 5220R: Open MPI 4.0.3rc44. Xeon Platinum 8280: Open MPI 4.0.3rc45. 2 x Xeon Platinum 8280: Open MPI 4.0.3rc46. Xeon Gold 5218: Open MPI 4.0.3rc47. Xeon Silver 4216: Open MPI 4.0.3rc48. Xeon Gold 6226R: Open MPI 4.0.3rc49. 2 x Xeon Gold 6226R: Open MPI 4.0.3rc410. 2 x Xeon Silver 4216: Open MPI 4.0.3rc411. Xeon W-3275M: Open MPI 3.1.312. EPYC 2 7R32: Open MPI 3.1.313. 2 x Xeon Platinum 8259CL: Open MPI 3.1.314. 2 x Xeon Platinum 8259CL NUMA off: Open MPI 3.1.315. Xeon Platinum 8259CL: Open MPI 3.1.3

NAS Parallel Benchmarks

Test / Class: MG.C

OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: MG.C2 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-3275MEPYC 2 7R322 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA offXeon Platinum 8259CL15K30K45K60K75KSE +/- 464.43, N = 3SE +/- 114.95, N = 3SE +/- 129.93, N = 3SE +/- 860.82, N = 5SE +/- 36.97, N = 3SE +/- 69.19, N = 3SE +/- 27.89, N = 3SE +/- 193.70, N = 3SE +/- 151.51, N = 3SE +/- 40.04, N = 3SE +/- 796.48, N = 3SE +/- 304.73, N = 3SE +/- 420.94, N = 3SE +/- 114.90, N = 358984.1831197.2237089.0569175.1230328.6528301.1331633.6058681.4252832.4735376.1149330.1563393.3543490.1533490.031. (F9X) gfortran options: -O3 -march=native -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi2. 2 x Xeon Gold 5220R: Open MPI 4.0.3rc43. Xeon Gold 5220R: Open MPI 4.0.3rc44. Xeon Platinum 8280: Open MPI 4.0.3rc45. 2 x Xeon Platinum 8280: Open MPI 4.0.3rc46. Xeon Gold 5218: Open MPI 4.0.3rc47. Xeon Silver 4216: Open MPI 4.0.3rc48. Xeon Gold 6226R: Open MPI 4.0.3rc49. 2 x Xeon Gold 6226R: Open MPI 4.0.3rc410. 2 x Xeon Silver 4216: Open MPI 4.0.3rc411. Xeon W-3275M: Open MPI 3.1.312. EPYC 2 7R32: Open MPI 3.1.313. 2 x Xeon Platinum 8259CL: Open MPI 3.1.314. 2 x Xeon Platinum 8259CL NUMA off: Open MPI 3.1.315. Xeon Platinum 8259CL: Open MPI 3.1.3

NAS Parallel Benchmarks

Test / Class: SP.B

OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: SP.B2 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-3275MEPYC 2 7R322 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA offXeon Platinum 8259CL15K30K45K60K75KSE +/- 31.12, N = 3SE +/- 54.67, N = 3SE +/- 151.80, N = 3SE +/- 115.61, N = 3SE +/- 13.76, N = 3SE +/- 57.24, N = 3SE +/- 23.98, N = 3SE +/- 190.70, N = 3SE +/- 157.62, N = 3SE +/- 146.25, N = 3SE +/- 520.84, N = 15SE +/- 77.17, N = 3SE +/- 42.29, N = 3SE +/- 28.87, N = 350932.8823346.5632682.1470893.4122329.3421149.6823859.7949232.2442220.9431426.5351225.1853978.9038493.5724288.341. (F9X) gfortran options: -O3 -march=native -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi2. 2 x Xeon Gold 5220R: Open MPI 4.0.3rc43. Xeon Gold 5220R: Open MPI 4.0.3rc44. Xeon Platinum 8280: Open MPI 4.0.3rc45. 2 x Xeon Platinum 8280: Open MPI 4.0.3rc46. Xeon Gold 5218: Open MPI 4.0.3rc47. Xeon Silver 4216: Open MPI 4.0.3rc48. Xeon Gold 6226R: Open MPI 4.0.3rc49. 2 x Xeon Gold 6226R: Open MPI 4.0.3rc410. 2 x Xeon Silver 4216: Open MPI 4.0.3rc411. Xeon W-3275M: Open MPI 3.1.312. EPYC 2 7R32: Open MPI 3.1.313. 2 x Xeon Platinum 8259CL: Open MPI 3.1.314. 2 x Xeon Platinum 8259CL NUMA off: Open MPI 3.1.315. Xeon Platinum 8259CL: Open MPI 3.1.3

NAMD

ATPase Simulation - 327,506 Atoms

OpenBenchmarking.orgdays/ns, Fewer Is BetterNAMD 2.13ATPase Simulation - 327,506 Atoms2 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-3275MEPYC 2 7R322 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA offXeon Platinum 8259CL0.34140.68281.02421.36561.707SE +/- 0.00612, N = 3SE +/- 0.00122, N = 3SE +/- 0.00060, N = 3SE +/- 0.00133, N = 3SE +/- 0.00100, N = 3SE +/- 0.00193, N = 3SE +/- 0.00117, N = 3SE +/- 0.00104, N = 3SE +/- 0.00193, N = 3SE +/- 0.00775, N = 15SE +/- 0.00084, N = 3SE +/- 0.00038, N = 3SE +/- 0.00012, N = 3SE +/- 0.00063, N = 30.603331.157450.707090.362261.511681.517211.135860.582370.769820.814340.486140.445510.454220.86925

Intel MPI Benchmarks

Test: IMB-P2P PingPong

OpenBenchmarking.orgAverage Msg/sec, More Is BetterIntel MPI Benchmarks 2019.3Test: IMB-P2P PingPong2 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 8259CL8M16M24M32M40MSE +/- 12631.77, N = 3SE +/- 20987.71, N = 3SE +/- 33688.94, N = 3SE +/- 66348.18, N = 3SE +/- 10529.89, N = 3SE +/- 7036.00, N = 3SE +/- 19484.28, N = 3SE +/- 41319.75, N = 3SE +/- 20273.79, N = 3SE +/- 59477.15, N = 3SE +/- 12198.08, N = 3SE +/- 131246.22, N = 3SE +/- 40509.97, N = 3SE +/- 80057.86, N = 3SE +/- 105849.64, N = 3SE +/- 30074.61, N = 319650424.3310276849.5216653864.7731821690.559066471.048923779.5510620968.6120467429.5217176230.5420246604.6235954425.3635888907.9920348261.0331988149.2532444647.4316759832.26MIN: 8143 / MAX: 56362584MIN: 5455 / MAX: 45833330MIN: 9950 / MAX: 90956260MIN: 7824 / MAX: 55096192MIN: 7391 / MAX: 46585428MIN: 5167 / MAX: 52108336MIN: 2889 / MAX: 93907202MIN: 2551 / MAX: 94279351MIN: 6272 / MAX: 47546902MIN: 9163 / MAX: 84595469MIN: 5770 / MAX: 85492119MIN: 4962 / MAX: 432402611. (CXX) g++ options: -O0 -pedantic -fopenmp -pthread -lmpi_cxx -lmpi

ArrayFire

Test: BLAS CPU

OpenBenchmarking.orgGFLOPS, More Is BetterArrayFire 3.7Test: BLAS CPU2 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 8259CL14002800420056007000SE +/- 3.91, N = 3SE +/- 0.37, N = 3SE +/- 25.11, N = 3SE +/- 20.06, N = 3SE +/- 0.62, N = 3SE +/- 1.52, N = 3SE +/- 4.16, N = 3SE +/- 31.78, N = 3SE +/- 0.79, N = 3SE +/- 30.40, N = 3SE +/- 61.47, N = 3SE +/- 4.90, N = 3SE +/- 6.50, N = 3SE +/- 122.72, N = 12SE +/- 14.66, N = 3SE +/- 1.09, N = 32359.131201.543432.163430.281002.09765.492137.033912.301497.753128.396259.016325.07990.805319.585650.712950.161. (CXX) g++ options: -rdynamic

ArrayFire

Test: Conjugate Gradient CPU

OpenBenchmarking.orgms, Fewer Is BetterArrayFire 3.7Test: Conjugate Gradient CPU2 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 8259CL816243240SE +/- 0.099, N = 15SE +/- 0.094, N = 3SE +/- 0.067, N = 3SE +/- 0.086, N = 6SE +/- 0.069, N = 9SE +/- 0.047, N = 3SE +/- 0.026, N = 3SE +/- 0.072, N = 15SE +/- 0.372, N = 15SE +/- 0.075, N = 15SE +/- 0.220, N = 3SE +/- 0.272, N = 15SE +/- 0.217, N = 3SE +/- 0.091, N = 15SE +/- 0.243, N = 15SE +/- 0.022, N = 39.8986.4094.1157.4817.0427.8196.4517.15516.9204.42313.2209.65435.1308.4307.6044.6771. (CXX) g++ options: -rdynamic

Timed GDB GNU Debugger Compilation

Time To Compile

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed GDB GNU Debugger Compilation 9.1Time To Compile2 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 8259CL4080120160200SE +/- 0.09, N = 3SE +/- 0.11, N = 3SE +/- 0.17, N = 3SE +/- 0.17, N = 3SE +/- 0.09, N = 3SE +/- 0.07, N = 3SE +/- 0.05, N = 3SE +/- 0.16, N = 3SE +/- 0.18, N = 3SE +/- 0.08, N = 3SE +/- 0.37, N = 3SE +/- 0.25, N = 3SE +/- 0.08, N = 3SE +/- 0.45, N = 3SE +/- 0.27, N = 3SE +/- 0.11, N = 3146.44151.91144.64142.70156.30177.77139.12133.44169.70134.82128.95145.51108.68129.69146.44132.23

Stockfish

Total Time

OpenBenchmarking.orgNodes Per Second, More Is BetterStockfish 9Total Time2 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 8259CL30M60M90M120M150MSE +/- 316618.77, N = 3SE +/- 184471.68, N = 3SE +/- 829358.84, N = 3SE +/- 902995.35, N = 3SE +/- 188043.56, N = 3SE +/- 406404.40, N = 3SE +/- 324752.06, N = 3SE +/- 956232.23, N = 3SE +/- 553774.93, N = 3SE +/- 709349.35, N = 3SE +/- 734636.23, N = 3SE +/- 996126.46, N = 3SE +/- 1223161.47, N = 3SE +/- 336693.20, N = 3SE +/- 102308.18, N = 3SE +/- 114508.53, N = 3742358293816732662891312119715795324243323117457639776292752037296056969661170651109874307108412514116765028103513853104106676544371171. (CXX) g++ options: -m64 -lpthread -fno-exceptions -std=c++11 -pedantic -O3 -msse -msse3 -mpopcnt -flto

John The Ripper

Test: Blowfish

OpenBenchmarking.orgReal C/S, More Is BetterJohn The Ripper 1.9.0-jumbo-1Test: Blowfish2 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 8259CL20K40K60K80K100KSE +/- 12.50, N = 3SE +/- 77.98, N = 3SE +/- 99.39, N = 3SE +/- 700.53, N = 3SE +/- 6.03, N = 3SE +/- 24.29, N = 3SE +/- 60.93, N = 3SE +/- 111.31, N = 3SE +/- 91.33, N = 3SE +/- 149.28, N = 3SE +/- 465.66, N = 3SE +/- 78.50, N = 3SE +/- 203.51, N = 3SE +/- 107.83, N = 3SE +/- 24.01, N = 3SE +/- 8.37, N = 3513242554742864840842140320424271265348541021403267777178327664757088870955355991. (CC) gcc options: -m64 -lssl -lcrypto -fopenmp -lgmp -pthread -lm -lz -ldl -lcrypt -lbz2

John The Ripper

Test: MD5

OpenBenchmarking.orgReal C/S, More Is BetterJohn The Ripper 1.9.0-jumbo-1Test: MD52 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 8259CL2M4M6M8M10MSE +/- 9643.65, N = 3SE +/- 6806.86, N = 3SE +/- 14468.36, N = 3SE +/- 67263.16, N = 3SE +/- 8171.77, N = 3SE +/- 1452.97, N = 3SE +/- 11015.14, N = 3SE +/- 17032.65, N = 3SE +/- 4509.25, N = 3SE +/- 14294.52, N = 3SE +/- 5783.12, N = 3SE +/- 39218.76, N = 3SE +/- 30550.50, N = 3SE +/- 41921.89, N = 3SE +/- 11259.56, N = 3SE +/- 9073.77, N = 348210002506000409000078800001912667189333325830004977667376400036540007388333735066739720006554667660833333840001. (CC) gcc options: -m64 -lssl -lcrypto -fopenmp -lgmp -pthread -lm -lz -ldl -lcrypt -lbz2

Timed LLVM Compilation

Time To Compile

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed LLVM Compilation 10.0Time To Compile2 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 8259CL110220330440550SE +/- 2.03, N = 3SE +/- 1.84, N = 3SE +/- 4.79, N = 3SE +/- 1.01, N = 3SE +/- 3.37, N = 3SE +/- 2.53, N = 3SE +/- 2.13, N = 3SE +/- 3.51, N = 3SE +/- 1.73, N = 3SE +/- 2.68, N = 3SE +/- 1.63, N = 3SE +/- 3.50, N = 3SE +/- 0.72, N = 3SE +/- 1.13, N = 3SE +/- 1.40, N = 3SE +/- 5.07, N = 3286.78430.43308.74221.52501.22531.15433.19279.68347.83281.68218.05244.91200.04232.05244.94317.61

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 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 8259CL3691215SE +/- 0.117, N = 3SE +/- 0.021, N = 3SE +/- 0.016, N = 3SE +/- 0.148, N = 3SE +/- 0.029, N = 3SE +/- 0.075, N = 3SE +/- 0.056, N = 3SE +/- 0.096, N = 3SE +/- 0.104, N = 15SE +/- 0.023, N = 3SE +/- 0.114, N = 15SE +/- 0.138, N = 5SE +/- 0.062, N = 15SE +/- 0.094, N = 15SE +/- 0.128, N = 5SE +/- 0.128, N = 310.44910.3558.2039.13711.12211.43010.33010.20610.9788.38010.94510.2899.2309.94910.2949.672-llzma1. (CC) gcc options: -O3 -pthread -lz

asmFish

1024 Hash Memory, 26 Depth

OpenBenchmarking.orgNodes/second, More Is BetterasmFish 2018-07-231024 Hash Memory, 26 Depth2 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 8259CL30M60M90M120M150MSE +/- 107032.55, N = 3SE +/- 375245.33, N = 3SE +/- 450047.19, N = 3SE +/- 491864.96, N = 3SE +/- 274137.19, N = 3SE +/- 274506.10, N = 3SE +/- 606619.65, N = 3SE +/- 983078.22, N = 3SE +/- 49212.27, N = 3SE +/- 845752.34, N = 4SE +/- 1547569.18, N = 3SE +/- 669620.24, N = 3SE +/- 617926.69, N = 3SE +/- 1707658.59, N = 3SE +/- 1538634.72, N = 3SE +/- 95127.60, N = 385501851432179396876207513383989636561817350854964461492583894514668958106622564111954990110303395511327897711991235710507060659350794

Timed GCC Compilation

Time To Compile

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed GCC Compilation 9.3.0Time To Compile2 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 8259CL30060090012001500SE +/- 1.42, N = 3SE +/- 0.07, N = 3SE +/- 0.29, N = 3SE +/- 0.24, N = 3SE +/- 0.04, N = 3SE +/- 1.02, N = 3SE +/- 0.43, N = 3SE +/- 0.70, N = 3SE +/- 0.64, N = 3SE +/- 0.44, N = 3SE +/- 5.92, N = 3SE +/- 1.25, N = 3SE +/- 0.63, N = 3SE +/- 0.68, N = 3SE +/- 1.08, N = 3SE +/- 0.67, N = 31060.581167.681063.711005.531218.871398.021092.59996.901268.82994.58966.601032.98849.191012.041073.761067.64

Timed Linux Kernel Compilation

Time To Compile

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Linux Kernel Compilation 5.4Time To Compile2 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 8259CL1632486480SE +/- 0.34, N = 10SE +/- 0.87, N = 4SE +/- 0.42, N = 8SE +/- 0.25, N = 14SE +/- 0.88, N = 4SE +/- 0.99, N = 4SE +/- 0.88, N = 3SE +/- 0.37, N = 8SE +/- 0.41, N = 10SE +/- 0.35, N = 9SE +/- 0.24, N = 13SE +/- 0.38, N = 14SE +/- 0.19, N = 13SE +/- 0.23, N = 14SE +/- 0.37, N = 14SE +/- 0.44, N = 736.7059.0140.9027.3167.1671.7757.7736.6045.3236.3727.1029.2624.0127.5829.2841.14

Tungsten Renderer

Scene: Hair

OpenBenchmarking.orgSeconds, Fewer Is BetterTungsten Renderer 0.2.2Scene: Hair2 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 8259CL612182430SE +/- 0.03810, N = 3SE +/- 0.03525, N = 3SE +/- 0.03914, N = 3SE +/- 0.11249, N = 3SE +/- 0.02235, N = 3SE +/- 0.12220, N = 3SE +/- 0.06005, N = 3SE +/- 0.05690, N = 3SE +/- 0.06619, N = 3SE +/- 0.05256, N = 3SE +/- 0.03608, N = 3SE +/- 0.03939, N = 3SE +/- 0.05445, N = 3SE +/- 0.05659, N = 3SE +/- 0.05235, N = 3SE +/- 0.03318, N = 311.0726018.9840012.686307.8270622.4866023.6129018.6129010.6653013.6031012.710408.290678.193377.674559.262179.0907314.80460-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-mavx512f -mavx512vl -mavx512cd -mavx512dq -mavx512bw -mno-sse4a-mavx512f -mavx512vl -mavx512cd -mavx512dq -mavx512bw -mno-sse4a -ljpeg-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-sse4a1. (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

Tungsten Renderer

Scene: Water Caustic

OpenBenchmarking.orgSeconds, Fewer Is BetterTungsten Renderer 0.2.2Scene: Water Caustic2 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 8259CL714212835SE +/- 0.04, N = 3SE +/- 0.07, N = 3SE +/- 0.08, N = 3SE +/- 0.06, N = 3SE +/- 0.02, N = 3SE +/- 0.12, N = 3SE +/- 0.07, N = 3SE +/- 0.05, N = 3SE +/- 0.03, N = 3SE +/- 0.10, N = 3SE +/- 0.12, N = 3SE +/- 0.07, N = 3SE +/- 0.02, N = 3SE +/- 0.09, N = 3SE +/- 0.17, N = 3SE +/- 0.06, N = 323.3425.0122.0221.5925.9628.9024.0923.1927.3921.5522.7622.7122.3224.5424.7825.36-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-mavx512f -mavx512vl -mavx512cd -mavx512dq -mavx512bw -mno-sse4a-mavx512f -mavx512vl -mavx512cd -mavx512dq -mavx512bw -mno-sse4a -ljpeg-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-sse4a1. (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

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 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 8259CL60120180240300SE +/- 2.14, N = 3SE +/- 1.23, N = 3SE +/- 3.65, N = 4SE +/- 2.89, N = 4SE +/- 1.79, N = 3SE +/- 2.39, N = 3SE +/- 3.10, N = 3SE +/- 3.77, N = 4SE +/- 1.51, N = 3SE +/- 0.97, N = 3SE +/- 5.20, N = 12SE +/- 8.25, N = 12SE +/- 2.49, N = 3SE +/- 8.04, N = 12SE +/- 8.15, N = 12SE +/- 1.36, N = 3237.57224.01265.40233.17172.82173.18221.95256.91206.42282.18191.66228.38291.17229.91229.53256.241. (CC) gcc options: -fPIE -fPIC -fvisibility=hidden -O3 -pie -rdynamic -lpthread -lrt -lm

dav1d

Video Input: Summer Nature 4K

OpenBenchmarking.orgFPS, More Is Betterdav1d 0.6.0Video Input: Summer Nature 4K2 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 8259CL70140210280350SE +/- 0.84, N = 3SE +/- 0.78, N = 3SE +/- 1.15, N = 3SE +/- 3.68, N = 3SE +/- 0.30, N = 3SE +/- 0.15, N = 3SE +/- 1.20, N = 3SE +/- 1.66, N = 3SE +/- 1.81, N = 3SE +/- 1.20, N = 3SE +/- 1.14, N = 3SE +/- 0.62, N = 3SE +/- 0.98, N = 3SE +/- 1.73, N = 3SE +/- 1.78, N = 3SE +/- 1.31, N = 3177.89160.59199.08221.31136.86132.46170.07203.10159.60256.60218.14216.86321.17215.64212.99205.63MIN: 103.41 / MAX: 190.93MIN: 110.85 / MAX: 181MIN: 121.12 / MAX: 214.69MIN: 81.4 / MAX: 247.6MIN: 107.86 / MAX: 153.94MIN: 104.21 / MAX: 150.6MIN: 115.59 / MAX: 193.75MIN: 119.16 / MAX: 222.17MIN: 100.88 / MAX: 178.21MIN: 164.1 / MAX: 284.35MIN: 105.24 / MAX: 238.99MIN: 97.39 / MAX: 239.16MIN: 150.11 / MAX: 347.95MIN: 93.88 / MAX: 236.99MIN: 89.5 / MAX: 233.99MIN: 134.32 / MAX: 229.881. (CC) gcc options: -pthread

dav1d

Video Input: Summer Nature 1080p

OpenBenchmarking.orgFPS, More Is Betterdav1d 0.6.0Video Input: Summer Nature 1080p2 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 8259CL150300450600750SE +/- 3.79, N = 6SE +/- 2.31, N = 3SE +/- 0.52, N = 3SE +/- 3.74, N = 15SE +/- 1.26, N = 3SE +/- 1.97, N = 3SE +/- 0.97, N = 3SE +/- 1.84, N = 3SE +/- 4.57, N = 3SE +/- 2.32, N = 3SE +/- 4.96, N = 3SE +/- 3.42, N = 3SE +/- 2.19, N = 3SE +/- 3.67, N = 3SE +/- 3.77, N = 15SE +/- 1.73, N = 3321.84274.98323.20409.88265.46232.35307.75358.62272.55537.84422.89406.66676.16431.76400.24353.78MIN: 175.96 / MAX: 365.43MIN: 160.24 / MAX: 299.46MIN: 200.79 / MAX: 358.32MIN: 126.27 / MAX: 481.12MIN: 166.24 / MAX: 288.23MIN: 133.23 / MAX: 255.75MIN: 179.63 / MAX: 337.24MIN: 196.53 / MAX: 395.24MIN: 156.69 / MAX: 307.87MIN: 317.28 / MAX: 605.87MIN: 175.85 / MAX: 474MIN: 144.68 / MAX: 463.23MIN: 302.17 / MAX: 751.14MIN: 205.51 / MAX: 479.42MIN: 106.81 / MAX: 466.09MIN: 207.11 / MAX: 387.941. (CC) gcc options: -pthread

dav1d

Video Input: Chimera 1080p 10-bit

OpenBenchmarking.orgFPS, More Is Betterdav1d 0.6.0Video Input: Chimera 1080p 10-bit2 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 8259CL306090120150SE +/- 0.47, N = 3SE +/- 0.14, N = 3SE +/- 0.12, N = 3SE +/- 0.07, N = 3SE +/- 0.05, N = 3SE +/- 0.06, N = 3SE +/- 0.24, N = 3SE +/- 0.16, N = 3SE +/- 0.16, N = 3SE +/- 0.05, N = 3SE +/- 0.44, N = 3SE +/- 0.30, N = 3SE +/- 0.60, N = 3SE +/- 0.04, N = 3SE +/- 0.56, N = 3SE +/- 0.13, N = 370.8158.0565.4085.1455.8850.1062.3273.9559.5181.6090.2890.78140.1489.5588.6667.33MIN: 54.24 / MAX: 115.34MIN: 42.73 / MAX: 119.59MIN: 49.2 / MAX: 111MIN: 66.74 / MAX: 126.85MIN: 40.96 / MAX: 112.64MIN: 36.69 / MAX: 102.49MIN: 45.27 / MAX: 134.22MIN: 55.51 / MAX: 119.74MIN: 45.13 / MAX: 93.29MIN: 55.07 / MAX: 147.52MIN: 71.05 / MAX: 131.54MIN: 71.49 / MAX: 131.32MIN: 101.2 / MAX: 212.94MIN: 69.22 / MAX: 130.8MIN: 69.45 / MAX: 129.53MIN: 49.41 / MAX: 122.021. (CC) gcc options: -pthread

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 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 8259CL246810SE +/- 0.019, N = 3SE +/- 0.014, N = 3SE +/- 0.032, N = 3SE +/- 0.064, N = 3SE +/- 0.003, N = 3SE +/- 0.021, N = 3SE +/- 0.018, N = 3SE +/- 0.009, N = 3SE +/- 0.010, N = 3SE +/- 0.023, N = 3SE +/- 0.041, N = 3SE +/- 0.046, N = 3SE +/- 0.072, N = 5SE +/- 0.002, N = 3SE +/- 0.075, N = 4SE +/- 0.052, N = 35.3024.2856.0307.0333.3393.3094.3405.4314.2166.3895.2435.9425.7145.9555.9965.1121. (CXX) g++ options: -fPIE -fPIC -pie

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 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 8259CL1326395265SE +/- 0.18, N = 3SE +/- 0.13, N = 3SE +/- 0.07, N = 3SE +/- 0.67, N = 3SE +/- 0.06, N = 3SE +/- 0.08, N = 3SE +/- 0.09, N = 3SE +/- 0.25, N = 3SE +/- 0.11, N = 3SE +/- 0.46, N = 3SE +/- 0.17, N = 3SE +/- 0.48, N = 3SE +/- 0.77, N = 3SE +/- 0.13, N = 3SE +/- 0.29, N = 3SE +/- 0.35, N = 349.2133.0951.9256.9827.1926.4634.6451.7140.5553.8255.3756.1254.4753.0452.3146.871. (CXX) g++ options: -fPIE -fPIC -pie

Chaos Group V-RAY

Mode: CPU

OpenBenchmarking.orgKsamples, More Is BetterChaos Group V-RAY 4.10.07Mode: CPU2 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 8259CL14K28K42K56K70KSE +/- 178.87, N = 3SE +/- 50.25, N = 3SE +/- 306.00, N = 3SE +/- 474.70, N = 3SE +/- 69.72, N = 3SE +/- 34.43, N = 3SE +/- 58.00, N = 3SE +/- 369.19, N = 3SE +/- 223.28, N = 3SE +/- 401.71, N = 3SE +/- 223.71, N = 3SE +/- 399.24, N = 3SE +/- 183.86, N = 3SE +/- 332.60, N = 3SE +/- 48.95, N = 3SE +/- 88.49, N = 340270218863471064331169811710522074347492759233014583265852562897518035305129061

Blender

Blend File: BMW27 - Compute: CPU-Only

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.82Blend File: BMW27 - Compute: CPU-Only2 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 8259CL306090120150SE +/- 0.13, N = 3SE +/- 0.23, N = 3SE +/- 0.09, N = 3SE +/- 0.09, N = 3SE +/- 0.28, N = 3SE +/- 0.29, N = 3SE +/- 0.17, N = 3SE +/- 0.04, N = 3SE +/- 0.15, N = 3SE +/- 0.12, N = 3SE +/- 0.14, N = 3SE +/- 0.08, N = 3SE +/- 0.10, N = 3SE +/- 0.11, N = 3SE +/- 0.05, N = 3SE +/- 0.14, N = 360.67113.3069.8038.79149.39149.02111.8259.4578.7274.9641.6841.7241.7647.6348.0086.89

Blender

Blend File: Classroom - Compute: CPU-Only

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.82Blend File: Classroom - Compute: CPU-Only2 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 8259CL90180270360450SE +/- 0.18, N = 3SE +/- 0.39, N = 3SE +/- 0.36, N = 3SE +/- 0.26, N = 3SE +/- 0.29, N = 3SE +/- 0.20, N = 3SE +/- 0.16, N = 3SE +/- 0.52, N = 3SE +/- 0.19, N = 3SE +/- 0.32, N = 3SE +/- 0.11, N = 3SE +/- 0.29, N = 3SE +/- 0.40, N = 3SE +/- 0.06, N = 3SE +/- 0.17, N = 3SE +/- 0.14, N = 3165.96328.81198.25100.47433.42432.11321.53163.32218.06213.36108.97108.94101.34124.59124.67246.81

Blender

Blend File: Fishy Cat - Compute: CPU-Only

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.82Blend File: Fishy Cat - Compute: CPU-Only2 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 8259CL50100150200250SE +/- 0.06, N = 3SE +/- 0.11, N = 3SE +/- 0.16, N = 3SE +/- 0.03, N = 3SE +/- 0.05, N = 3SE +/- 0.07, N = 3SE +/- 0.05, N = 3SE +/- 0.20, N = 3SE +/- 0.19, N = 3SE +/- 0.05, N = 3SE +/- 0.05, N = 3SE +/- 0.13, N = 3SE +/- 0.05, N = 3SE +/- 0.11, N = 3SE +/- 0.14, N = 3SE +/- 0.08, N = 398.24175.95110.6766.39229.28229.71173.9596.41125.35118.0969.9370.0465.6779.0079.22134.22

Blender

Blend File: Barbershop - Compute: CPU-Only

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.82Blend File: Barbershop - Compute: CPU-Only2 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 8259CL130260390520650SE +/- 0.30, N = 3SE +/- 0.20, N = 3SE +/- 0.20, N = 3SE +/- 0.40, N = 3SE +/- 0.20, N = 3SE +/- 0.17, N = 3SE +/- 0.44, N = 3SE +/- 0.25, N = 3SE +/- 0.10, N = 3SE +/- 0.22, N = 3SE +/- 0.15, N = 3SE +/- 0.12, N = 3SE +/- 0.49, N = 3SE +/- 0.16, N = 3SE +/- 0.10, N = 3SE +/- 0.10, N = 3260.56456.47287.80187.33589.07593.13453.22257.01333.40304.79189.55190.01177.79211.33211.37350.47

Blender

Blend File: Pabellon Barcelona - Compute: CPU-Only

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.82Blend File: Pabellon Barcelona - Compute: CPU-Only2 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 8259CL120240360480600SE +/- 0.10, N = 3SE +/- 0.03, N = 3SE +/- 0.05, N = 3SE +/- 0.26, N = 3SE +/- 0.31, N = 3SE +/- 0.46, N = 3SE +/- 0.22, N = 3SE +/- 0.09, N = 3SE +/- 0.50, N = 3SE +/- 0.73, N = 3SE +/- 0.15, N = 3SE +/- 0.11, N = 3SE +/- 0.51, N = 3SE +/- 0.05, N = 3SE +/- 0.13, N = 3SE +/- 0.07, N = 3208.30404.78246.31129.01531.98531.39400.96207.41272.72265.41139.11139.00132.04158.13157.99305.20

Radiance Benchmark

Test: Serial

OpenBenchmarking.orgSeconds, Fewer Is BetterRadiance Benchmark 5.0Test: Serial2 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 8259CL2004006008001000746.92749.92728.36728.25747.84909.32746.69745.69907.76665.70753.64753.43730.70841.65841.32842.10

Radiance Benchmark

Test: SMP Parallel

OpenBenchmarking.orgSeconds, Fewer Is BetterRadiance Benchmark 5.0Test: SMP Parallel2 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 8259CL70140210280350230.56242.52235.00226.08241.90299.74242.00233.04281.25219.84232.70227.16219.65258.34255.59273.13

Embree

Binary: Pathtracer - Model: Crown

OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 3.6.1Binary: Pathtracer - Model: Crown2 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 8259CL1122334455SE +/- 0.05, N = 3SE +/- 0.02, N = 3SE +/- 0.04, N = 3SE +/- 0.09, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.09, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.12, N = 3SE +/- 0.17, N = 3SE +/- 0.08, N = 3SE +/- 0.17, N = 3SE +/- 0.15, N = 3SE +/- 0.03, N = 329.5216.0526.2845.6112.3912.4315.9928.9623.2724.5541.7941.3947.6538.1238.1021.38MIN: 29.05 / MAX: 30.15MIN: 15.89 / MAX: 16.22MIN: 25.64 / MAX: 26.64MIN: 44.2 / MAX: 47.35MIN: 12.32 / MAX: 12.5MIN: 12.35 / MAX: 12.55MIN: 15.9 / MAX: 16.17MIN: 28.49 / MAX: 29.56MIN: 23 / MAX: 23.64MIN: 24.09 / MAX: 24.98MIN: 40.7 / MAX: 42.99MIN: 40.34 / MAX: 42.73MIN: 46.77 / MAX: 49.17MIN: 37.03 / MAX: 39.42MIN: 37.24 / MAX: 39.22MIN: 21.05 / MAX: 21.63

Embree

Binary: Pathtracer ISPC - Model: Crown

OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 3.6.1Binary: Pathtracer ISPC - Model: Crown2 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 8259CL1224364860SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.05, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.02, N = 3SE +/- 0.03, N = 3SE +/- 0.01, N = 3SE +/- 0.04, N = 3SE +/- 0.49, N = 12SE +/- 0.03, N = 3SE +/- 0.08, N = 3SE +/- 0.38, N = 3SE +/- 0.05, N = 3SE +/- 0.02, N = 333.4517.6628.7753.2314.4211.3816.8131.7321.7526.4049.0549.9645.1946.1846.4224.73MIN: 32.87 / MAX: 34.13MIN: 17.5 / MAX: 17.85MIN: 28.26 / MAX: 29.24MIN: 51.36 / MAX: 55.83MIN: 14.3 / MAX: 14.63MIN: 11.32 / MAX: 11.49MIN: 16.67 / MAX: 17MIN: 31.27 / MAX: 32.36MIN: 21.43 / MAX: 22.13MIN: 25.71 / MAX: 26.95MIN: 37.93 / MAX: 51.79MIN: 48.68 / MAX: 51.86MIN: 44.15 / MAX: 46.52MIN: 42.99 / MAX: 47.93MIN: 45.24 / MAX: 47.89MIN: 24.4 / MAX: 25.05

Embree

Binary: Pathtracer - Model: Asian Dragon

OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 3.6.1Binary: Pathtracer - Model: Asian Dragon2 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 8259CL1326395265SE +/- 0.05, N = 3SE +/- 0.04, N = 3SE +/- 0.04, N = 3SE +/- 0.16, N = 3SE +/- 0.01, N = 3SE +/- 0.03, N = 3SE +/- 0.01, N = 3SE +/- 0.03, N = 3SE +/- 0.05, N = 3SE +/- 0.05, N = 3SE +/- 0.32, N = 3SE +/- 0.19, N = 3SE +/- 0.06, N = 3SE +/- 0.38, N = 3SE +/- 0.08, N = 3SE +/- 0.05, N = 335.8819.6132.2557.4915.3115.2819.3534.6928.2030.1140.0845.7752.9546.7946.9126.06MIN: 35.51 / MAX: 36.33MIN: 19.5 / MAX: 19.79MIN: 32 / MAX: 32.54MIN: 55.98 / MAX: 58.87MIN: 15.25 / MAX: 15.4MIN: 15.18 / MAX: 15.39MIN: 19.28 / MAX: 19.48MIN: 34.44 / MAX: 35.19MIN: 27.97 / MAX: 28.53MIN: 29.8 / MAX: 30.54MIN: 37.64 / MAX: 43.58MIN: 44.89 / MAX: 47.26MIN: 52.3 / MAX: 53.84MIN: 44.43 / MAX: 47.97MIN: 46.17 / MAX: 47.87MIN: 25.85 / MAX: 26.28

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 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 8259CL1224364860SE +/- 0.05, N = 3SE +/- 0.03, N = 3SE +/- 0.06, N = 3SE +/- 0.11, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.03, N = 3SE +/- 0.01, N = 3SE +/- 0.05, N = 3SE +/- 0.01, N = 3SE +/- 0.34, N = 3SE +/- 0.09, N = 3SE +/- 0.03, N = 3SE +/- 0.04, N = 3SE +/- 0.05, N = 3SE +/- 0.02, N = 332.3317.8029.2151.7913.8513.8817.4231.3125.5027.2035.6740.8547.5842.7642.4923.72MIN: 31.97 / MAX: 32.83MIN: 17.67 / MAX: 17.93MIN: 28.89 / MAX: 29.61MIN: 50.62 / MAX: 53.17MIN: 13.79 / MAX: 13.97MIN: 13.82 / MAX: 13.97MIN: 17.34 / MAX: 17.59MIN: 31.07 / MAX: 31.76MIN: 25.3 / MAX: 25.83MIN: 26.82 / MAX: 27.54MIN: 34.25 / MAX: 38.16MIN: 40.1 / MAX: 42.54MIN: 46.92 / MAX: 48.74MIN: 42.06 / MAX: 43.59MIN: 41.76 / MAX: 43.28MIN: 23.57 / MAX: 23.92

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 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 8259CL1530456075SE +/- 0.02, N = 3SE +/- 0.02, N = 3SE +/- 0.06, N = 3SE +/- 0.03, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.07, N = 3SE +/- 0.02, N = 3SE +/- 0.08, N = 3SE +/- 0.53, N = 4SE +/- 0.02, N = 3SE +/- 0.03, N = 3SE +/- 0.06, N = 3SE +/- 0.12, N = 3SE +/- 0.03, N = 343.1023.6038.3168.4219.4315.5922.4640.4328.9735.1538.7751.8752.3559.0659.0532.91MIN: 42.68 / MAX: 43.7MIN: 23.45 / MAX: 23.8MIN: 37.87 / MAX: 38.72MIN: 66.22 / MAX: 70.39MIN: 19.37 / MAX: 19.6MIN: 15.54 / MAX: 15.7MIN: 22.38 / MAX: 22.62MIN: 40.04 / MAX: 41.18MIN: 28.72 / MAX: 29.29MIN: 33.95 / MAX: 35.72MIN: 35.85 / MAX: 45.98MIN: 50.96 / MAX: 54.15MIN: 51.67 / MAX: 53.48MIN: 57.51 / MAX: 60.42MIN: 57.78 / MAX: 60.29MIN: 32.68 / MAX: 33.18

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 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 8259CL1326395265SE +/- 0.04, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.05, 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 = 3SE +/- 0.63, N = 3SE +/- 0.01, N = 3SE +/- 0.03, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 337.1520.3433.0558.6916.7713.4919.3234.8025.0730.3536.6744.7245.4350.9850.8628.29MIN: 36.74 / MAX: 37.69MIN: 20.23 / MAX: 20.53MIN: 32.72 / MAX: 33.4MIN: 56.97 / MAX: 60.91MIN: 16.69 / MAX: 16.88MIN: 13.43 / MAX: 13.59MIN: 19.25 / MAX: 19.46MIN: 34.51 / MAX: 35.32MIN: 24.86 / MAX: 25.34MIN: 29.95 / MAX: 30.77MIN: 34.56 / MAX: 39.51MIN: 43.9 / MAX: 46.32MIN: 44.82 / MAX: 46.53MIN: 49.91 / MAX: 52.27MIN: 49.88 / MAX: 52.05MIN: 28.06 / MAX: 28.6

Intel Open Image Denoise

Scene: Memorial

OpenBenchmarking.orgImages / Sec, More Is BetterIntel Open Image Denoise 1.0.0Scene: Memorial2 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 8259CL816243240SE +/- 0.05, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.17, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.03, N = 3SE +/- 0.36, N = 3SE +/- 0.09, N = 3SE +/- 0.30, N = 3SE +/- 0.13, N = 3SE +/- 0.04, N = 3SE +/- 0.04, N = 3SE +/- 0.12, N = 3SE +/- 0.21, N = 3SE +/- 0.07, N = 327.9718.4131.1034.4915.8012.8522.0133.0620.4327.3515.0619.5528.7133.8933.1027.99

LuxCoreRender

Scene: DLSC

OpenBenchmarking.orgM samples/sec, More Is BetterLuxCoreRender 2.3Scene: DLSC2 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 8259CL246810SE +/- 0.0120, N = 3SE +/- 0.0243, N = 3SE +/- 0.0032, N = 3SE +/- 0.0948, N = 3SE +/- 0.0034, N = 3SE +/- 0.0165, N = 3SE +/- 0.0145, N = 3SE +/- 0.0036, N = 3SE +/- 0.0265, N = 3SE +/- 0.0035, N = 3SE +/- 0.0262, N = 3SE +/- 0.0164, N = 3SE +/- 0.0970, N = 3SE +/- 0.0353, N = 3SE +/- 0.0279, N = 3SE +/- 0.0050, N = 34.44002.32003.79007.19001.74001.77002.35004.51833.43003.53006.73006.75007.28005.88005.86003.0400MIN: 4.34 / MAX: 4.63MIN: 2.2 / MAX: 2.43MIN: 3.65 / MAX: 3.94MIN: 6.83 / MAX: 7.6MIN: 1.67 / MAX: 1.79MIN: 1.68 / MAX: 1.85MIN: 2.24 / MAX: 2.46MIN: 4.4 / MAX: 4.76MIN: 3.33 / MAX: 3.63MIN: 3.46 / MAX: 3.66MIN: 6.54 / MAX: 7.08MIN: 6.62 / MAX: 7.08MIN: 7.01 / MAX: 7.86MIN: 5.75 / MAX: 6.19MIN: 5.7 / MAX: 6.16MIN: 2.93 / MAX: 3.16

LuxCoreRender

Scene: Rainbow Colors and Prism

OpenBenchmarking.orgM samples/sec, More Is BetterLuxCoreRender 2.3Scene: Rainbow Colors and Prism2 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 8259CL246810SE +/- 0.30, N = 12SE +/- 0.02, N = 3SE +/- 0.04, N = 3SE +/- 0.40, N = 15SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.13, N = 15SE +/- 0.00, N = 3SE +/- 0.03, N = 15SE +/- 0.11, N = 15SE +/- 0.05, N = 3SE +/- 0.06, N = 3SE +/- 0.04, N = 3SE +/- 0.37, N = 15SE +/- 0.00, N = 34.462.484.117.151.881.882.514.323.653.797.097.318.126.405.523.30MIN: 1.23 / MAX: 4.91MIN: 2.4 / MAX: 2.53MIN: 3.96 / MAX: 4.16MIN: 2.92 / MAX: 8.11MIN: 1.85 / MAX: 1.92MIN: 1.84 / MAX: 1.92MIN: 2.44 / MAX: 2.56MIN: 2.71 / MAX: 4.87MIN: 3.56 / MAX: 3.67MIN: 3.45 / MAX: 3.89MIN: 5.64 / MAX: 7.47MIN: 6.62 / MAX: 7.52MIN: 7.87 / MAX: 8.3MIN: 5.65 / MAX: 6.54MIN: 2.11 / MAX: 6.54MIN: 3.24 / MAX: 3.33

OSPray

Demo: San Miguel - Renderer: SciVis

OpenBenchmarking.orgFPS, More Is BetterOSPray 1.8.5Demo: San Miguel - Renderer: SciVis2 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 8259CL1530456075SE +/- 0.00, N = 12SE +/- 0.00, N = 12SE +/- 0.00, N = 12SE +/- 0.62, N = 15SE +/- 0.00, N = 12SE +/- 0.00, N = 12SE +/- 0.04, N = 12SE +/- 0.60, N = 3SE +/- 0.07, N = 12SE +/- 0.00, N = 12SE +/- 0.54, N = 12SE +/- 0.00, N = 12SE +/- 0.00, N = 12SE +/- 0.00, N = 3SE +/- 0.92, N = 4SE +/- 0.36, N = 343.4823.2638.4669.5218.8714.7122.6942.2727.8434.4863.5466.6758.8262.5061.5832.97MIN: 28.57 / MAX: 45.45MIN: 21.74 / MAX: 23.81MIN: 37.04MIN: 37.04 / MAX: 71.43MIN: 18.52 / MAX: 19.23MIN: 14.29 / MAX: 14.93MIN: 21.74 / MAX: 22.73MIN: 28.57 / MAX: 43.48MIN: 17.86 / MAX: 28.57MIN: 30.3 / MAX: 35.71MIN: 35.71 / MAX: 66.67MIN: 55.56MIN: 52.63 / MAX: 62.5MIN: 35.71MIN: 55.56 / MAX: 62.5MIN: 32.26 / MAX: 33.33

OSPray

Demo: XFrog Forest - Renderer: SciVis

OpenBenchmarking.orgFPS, More Is BetterOSPray 1.8.5Demo: XFrog Forest - Renderer: SciVis2 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 8259CL3691215SE +/- 0.00, N = 6SE +/- 0.00, N = 6SE +/- 0.00, N = 3SE +/- 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 = 8SE +/- 0.00, N = 13SE +/- 0.00, N = 13SE +/- 0.04, N = 3SE +/- 0.00, N = 12SE +/- 0.02, N = 7SE +/- 0.00, N = 127.193.706.2512.053.012.343.687.094.575.7211.3611.3611.0310.4210.325.38MIN: 6.45 / MAX: 7.25MIN: 3.66 / MAX: 3.73MIN: 6.13 / MAX: 6.29MIN: 9.71 / MAX: 12.2MIN: 2.98 / MAX: 3.05MIN: 2.3 / MAX: 2.36MIN: 3.64 / MAX: 3.7MIN: 6.37 / MAX: 7.14MIN: 4.08 / MAX: 4.61MIN: 5.56 / MAX: 5.78MIN: 9.8 / MAX: 11.49MIN: 10.99 / MAX: 11.49MIN: 10.75 / MAX: 11.24MIN: 8.2 / MAX: 10.53MIN: 10.1 / MAX: 10.42MIN: 5.29 / MAX: 5.41

OSPray

Demo: San Miguel - Renderer: Path Tracer

OpenBenchmarking.orgFPS, More Is BetterOSPray 1.8.5Demo: San Miguel - Renderer: Path Tracer2 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 8259CL246810SE +/- 0.00, N = 7SE +/- 0.00, N = 4SE +/- 0.00, N = 3SE +/- 0.01, N = 5SE +/- 0.00, N = 6SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 8SE +/- 0.00, N = 4SE +/- 0.00, N = 12SE +/- 0.00, N = 12SE +/- 0.01, N = 4SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 33.952.143.526.531.751.402.023.712.633.255.825.874.735.585.543.00MIN: 3.41 / MAX: 3.98MIN: 2.13 / MAX: 2.15MIN: 3.48 / MAX: 3.53MIN: 5.18 / MAX: 6.58MIN: 1.74 / MAX: 1.76MAX: 1.41MAX: 2.03MIN: 2.99 / MAX: 3.73MIN: 2.35 / MAX: 2.64MIN: 3.16 / MAX: 3.28MIN: 4.69 / MAX: 5.88MIN: 5.75 / MAX: 5.92MIN: 4.69 / MAX: 4.78MIN: 4.61 / MAX: 5.62MIN: 5.49 / MAX: 5.59MIN: 2.99 / MAX: 3.01

OSPray

Demo: NASA Streamlines - Renderer: SciVis

OpenBenchmarking.orgFPS, More Is BetterOSPray 1.8.5Demo: NASA Streamlines - Renderer: SciVis2 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 8259CL20406080100SE +/- 0.00, N = 15SE +/- 0.00, N = 12SE +/- 0.00, N = 13SE +/- 0.00, N = 12SE +/- 0.00, N = 12SE +/- 0.00, N = 12SE +/- 0.00, N = 15SE +/- 0.00, N = 12SE +/- 0.00, N = 3SE +/- 0.71, N = 9SE +/- 0.00, N = 12SE +/- 0.00, N = 12SE +/- 0.00, N = 12SE +/- 0.00, N = 12SE +/- 0.00, N = 1255.5628.5750.0090.9123.2618.1829.4155.5634.4845.4582.6283.3376.9276.9276.9243.48MIN: 24.39MIN: 26.32 / MAX: 29.41MIN: 43.48MIN: 29.41MIN: 22.73 / MAX: 23.81MIN: 17.86 / MAX: 18.52MIN: 26.32MIN: 19.23MIN: 18.87 / MAX: 35.71MIN: 43.48 / MAX: 47.62MIN: 26.32 / MAX: 90.91MIN: 71.43 / MAX: 90.91MIN: 71.43 / MAX: 83.33MIN: 27.78 / MAX: 83.33MIN: 71.43 / MAX: 83.33MIN: 37.04

OSPray

Demo: XFrog Forest - Renderer: Path Tracer

OpenBenchmarking.orgFPS, More Is BetterOSPray 1.8.5Demo: XFrog Forest - Renderer: Path Tracer2 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 8259CL246810SE +/- 0.00, N = 12SE +/- 0.00, N = 6SE +/- 0.00, N = 4SE +/- 0.00, N = 12SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 12SE +/- 0.00, N = 5SE +/- 0.00, N = 7SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.00, N = 12SE +/- 0.01, N = 6SE +/- 0.00, N = 63.982.063.466.671.681.312.023.882.553.176.256.245.855.715.712.96MIN: 3.64 / MAX: 4.02MIN: 2.04 / MAX: 2.07MIN: 3.41 / MAX: 3.47MIN: 5.85 / MAX: 6.76MIN: 1.67MIN: 1.3 / MAX: 1.32MIN: 2 / MAX: 2.04MIN: 3.57 / MAX: 3.92MIN: 2.28 / MAX: 2.57MIN: 3.09 / MAX: 3.19MIN: 5.68 / MAX: 6.29MIN: 6.1 / MAX: 6.29MIN: 5.65 / MAX: 5.99MIN: 5.08 / MAX: 5.78MIN: 5.59 / MAX: 5.75MIN: 2.92 / MAX: 2.99

OSPray

Demo: Magnetic Reconnection - Renderer: SciVis

OpenBenchmarking.orgFPS, More Is BetterOSPray 1.8.5Demo: Magnetic Reconnection - Renderer: SciVis2 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 8259CL1632486480SE +/- 0.00, N = 12SE +/- 0.00, N = 12SE +/- 0.60, N = 3SE +/- 0.00, N = 12SE +/- 0.00, N = 15SE +/- 0.08, N = 4SE +/- 0.16, N = 4SE +/- 0.00, N = 3SE +/- 0.27, N = 4SE +/- 0.88, N = 3SE +/- 0.00, N = 12SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 1247.6227.0342.8771.4322.2217.9425.4845.4532.5340.0050.8858.8240.0062.5062.5037.04MIN: 16.67 / MAX: 50MIN: 24.39MIN: 38.46 / MAX: 43.48MIN: 15.87 / MAX: 76.92MIN: 21.28MIN: 16.95 / MAX: 18.18MIN: 24.39 / MAX: 25.64MIN: 20MIN: 14.93 / MAX: 33.33MIN: 37.04MIN: 16.95 / MAX: 55.56MIN: 52.63MIN: 38.46 / MAX: 41.67MIN: 18.52 / MAX: 66.67MIN: 58.82 / MAX: 66.67MIN: 33.33

OSPray

Demo: NASA Streamlines - Renderer: Path Tracer

OpenBenchmarking.orgFPS, More Is BetterOSPray 1.8.5Demo: NASA Streamlines - Renderer: Path Tracer2 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 8259CL48121620SE +/- 0.000, N = 12SE +/- 0.000, N = 12SE +/- 0.030, N = 3SE +/- 0.000, N = 12SE +/- 0.006, N = 3SE +/- 0.000, N = 15SE +/- 0.008, N = 4SE +/- 0.037, N = 3SE +/- 0.000, N = 12SE +/- 0.006, N = 12SE +/- 0.073, N = 4SE +/- 0.000, N = 12SE +/- 0.068, N = 4SE +/- 0.000, N = 3SE +/- 0.080, N = 3SE +/- 0.022, N = 310.4205.3809.49018.1804.3703.4105.52010.5606.6208.69017.02016.95016.60015.62515.5408.090MIN: 8.47 / MAX: 10.53MIN: 5.29 / MAX: 5.46MIN: 9.26 / MAX: 9.62MIN: 12.2 / MAX: 18.52MIN: 4.29 / MAX: 4.44MIN: 3.33 / MAX: 3.45MIN: 5.43 / MAX: 5.62MIN: 8.77 / MAX: 10.75MIN: 5.52 / MAX: 6.76MIN: 8.33 / MAX: 9.01MIN: 11.76 / MAX: 17.54MIN: 16.13 / MAX: 17.54MIN: 15.87 / MAX: 16.95MIN: 11.11 / MAX: 15.87MIN: 14.93 / MAX: 15.87MIN: 7.94 / MAX: 8.2

Appleseed

Scene: Emily

OpenBenchmarking.orgSeconds, Fewer Is BetterAppleseed 2.0 BetaScene: Emily2 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 8259CL80160240320400180.65284.28197.65154.98328.14345.39276.77177.66222.97196.93152.90152.09147.69161.85163.71219.32

Appleseed

Scene: Disney Material

OpenBenchmarking.orgSeconds, Fewer Is BetterAppleseed 2.0 BetaScene: Disney Material2 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 8259CL408012016020088.86158.77103.8368.62182.56194.40155.2384.84107.50106.6468.6168.2062.4373.5873.22120.17

Appleseed

Scene: Material Tester

OpenBenchmarking.orgSeconds, Fewer Is BetterAppleseed 2.0 BetaScene: Material Tester2 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 8259CL4080120160200189.46162.86123.98193.44179.75188.78156.61185.36197.74124.15189.30194.85175.19185.23197.29128.00

Build2

Time To Compile

OpenBenchmarking.orgSeconds, Fewer Is BetterBuild2 0.12Time To Compile2 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 8259CL20406080100SE +/- 0.13, N = 3SE +/- 0.15, N = 3SE +/- 0.13, N = 3SE +/- 0.09, N = 3SE +/- 0.08, N = 3SE +/- 0.15, N = 3SE +/- 0.05, N = 3SE +/- 0.09, N = 3SE +/- 0.11, N = 3SE +/- 0.14, N = 3SE +/- 0.75, N = 6SE +/- 0.09, N = 3SE +/- 0.40, N = 3SE +/- 0.49, N = 3SE +/- 0.19, N = 3SE +/- 0.03, N = 372.1591.6474.1262.78101.72109.7088.9870.6186.3366.4264.5064.4259.9666.6769.2076.15

PyPerformance

Benchmark: float

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: float2 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 8259CL2 x Xeon Platinum 8259CL NUMA offXeon Platinum 8259CL306090120150SE +/- 0.33, N = 3SE +/- 0.12, N = 3SE +/- 0.33, N = 3SE +/- 0.33, N = 3113.0114.0109.0109.0114.0137.0115.0113.0137.094.5123.0123.0122.0

PyPerformance

Benchmark: regex_compile

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: regex_compile2 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-3275MEPYC 2 7R322 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA offXeon Platinum 8259CL50100150200250SE +/- 1.20, N = 3SE +/- 0.33, N = 3SE +/- 0.33, N = 3167168164164167204168167204157213200200200

PyPerformance

Benchmark: python_startup

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: python_startup2 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-3275MEPYC 2 7R322 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA offXeon Platinum 8259CL510152025SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.07, N = 3SE +/- 0.03, N = 3SE +/- 0.06, N = 3SE +/- 0.03, N = 3SE +/- 0.09, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.09, N = 3SE +/- 0.00, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 311.211.311.211.211.115.411.010.915.417.716.311.322.611.4

PyPerformance

Benchmark: django_template

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: django_template2 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-3275MEPYC 2 7R322 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA offXeon Platinum 8259CL1530456075SE +/- 0.03, N = 3SE +/- 0.06, N = 3SE +/- 0.06, N = 3SE +/- 0.07, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.06, N = 3SE +/- 0.67, N = 3SE +/- 0.09, N = 3SE +/- 0.09, N = 3SE +/- 0.07, N = 3SE +/- 0.07, N = 347.347.146.245.947.257.547.347.157.549.966.464.264.164.1

PHPBench

PHP Benchmark Suite

OpenBenchmarking.orgScore, More Is BetterPHPBench 0.8.1PHP Benchmark Suite2 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 8259CL160K320K480K640K800KSE +/- 914.97, N = 3SE +/- 862.18, N = 3SE +/- 425.09, N = 3SE +/- 884.68, N = 3SE +/- 786.96, N = 3SE +/- 1865.15, N = 3SE +/- 752.01, N = 3SE +/- 164.78, N = 3SE +/- 200.00, N = 3SE +/- 1014.34, N = 3SE +/- 144.16, N = 3SE +/- 312.21, N = 3SE +/- 1283.26, N = 3SE +/- 961.65, N = 3SE +/- 377.70, N = 3SE +/- 778.31, N = 3631283629690649164649693632455515697632431632601519964734339640173639026500524573483574348569793

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 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 8259CL200K400K600K800K1000KSE +/- 2029.20, N = 3SE +/- 474.33, N = 3SE +/- 1625.61, N = 3SE +/- 10457.35, N = 3SE +/- 198.36, N = 3SE +/- 517.49, N = 3SE +/- 358.06, N = 3SE +/- 494.87, N = 3SE +/- 568.07, N = 3SE +/- 3571.60, N = 3SE +/- 13693.01, N = 9SE +/- 1557.39, N = 3SE +/- 953.22, N = 3SE +/- 2473.02, N = 3SE +/- 1194.42, N = 3SE +/- 194.45, N = 3598798.57383120.69560887.77909916.49322051.63313376.78376860.32587882.23501697.24567696.51629984.51725740.72891303.12795715.31790827.57512031.421. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -lcrypt -ldl -lm

PostgreSQL pgbench

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

OpenBenchmarking.orgTPS, More Is BetterPostgreSQL pgbench 12.0Scaling: Buffer Test - Test: Normal Load - Mode: Read Write2 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 8259CL11K22K33K44K55KSE +/- 158.35, N = 3SE +/- 54.71, N = 3SE +/- 370.72, N = 3SE +/- 19.82, N = 3SE +/- 1.34, N = 3SE +/- 132.22, N = 3SE +/- 56.97, N = 3SE +/- 119.26, N = 3SE +/- 220.44, N = 3SE +/- 85.02, N = 3SE +/- 141.57, N = 6SE +/- 38.08, N = 3SE +/- 319.58, N = 12SE +/- 56.30, N = 3SE +/- 408.27, N = 6SE +/- 245.15, N = 1234227.7245518.5953139.0624466.9140894.9040373.3046503.2837715.2234916.0311704.233890.773197.746105.734009.413168.735941.321. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -lcrypt -ldl -lm

PyBench

Total For Average Test Times

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyBench 2018-02-16Total For Average Test Times2 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 8259CL30060090012001500SE +/- 1.45, N = 3SE +/- 12.17, N = 3SE +/- 1.15, N = 3SE +/- 1.00, N = 3SE +/- 0.58, N = 3SE +/- 3.06, N = 3SE +/- 0.67, N = 3SE +/- 0.67, N = 3SE +/- 1.45, N = 3SE +/- 4.73, N = 3SE +/- 0.88, N = 3SE +/- 3.18, N = 3SE +/- 1.00, N = 3SE +/- 1.33, N = 3SE +/- 0.67, N = 3110011141076107311011342110311041343951113311231226125212531250


Phoronix Test Suite v10.8.5