Xeon & EPYC Tests

Various Server CPU benchmarks

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

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 Testsbuild-gcc: Time To Compilemkl-dnn: Convolution Batch conv_all - bf16bf16bf16mkl-dnn: Convolution Batch conv_all - u8s8f32mkl-dnn: Convolution Batch conv_all - f32mkl-dnn: Deconvolution Batch deconv_all - bf16bf16bf16mkl-dnn: Deconvolution Batch deconv_all - f32blender: Barbershop - CPU-Onlybuild-llvm: Time To Compilehpcg: pgbench: Buffer Test - Normal Load - Read Writeblender: Pabellon Barcelona - CPU-Onlyradiance: Serialmlpack: scikit_linearridgeregressionnumpy: pgbench: Buffer Test - Normal Load - Read Onlyrenaissance: Savina Reactors.IOblender: Classroom - CPU-Onlymlpack: scikit_qdadav1d: Chimera 1080p 10-bitasmfish: 1024 Hash Memory, 26 Depthospray: San Miguel - Path Tracerluxcorerender: Rainbow Colors and Prismmrbayes: Primate Phylogeny Analysisbuild-gdb: Time To Compileappleseed: Emilyospray: XFrog Forest - SciVismkl-dnn: Convolution Batch conv_googlenet_v3 - bf16bf16bf16ospray: XFrog Forest - Path Tracermkl-dnn: Convolution Batch conv_googlenet_v3 - u8s8f32mkl-dnn: Convolution Batch conv_googlenet_v3 - f32blender: Fishy Cat - CPU-Onlydeepspeech: CPUospray: San Miguel - SciVisappleseed: Material Testerbuild-linux-kernel: Time To Compilemlpack: scikit_icapyperformance: python_startupradiance: SMP Parallelbuild2: Time To Compileblender: BMW27 - CPU-Onlyospray: NASA Streamlines - Path Tracerappleseed: Disney Materialstockfish: Total Timev-ray: CPUnpb: EP.Drenaissance: Apache Spark PageRankluxcorerender: DLSCrenaissance: Apache Spark Bayesjohn-the-ripper: MD5namd: ATPase Simulation - 327,506 Atomsmkl-dnn: Convolution Batch conv_3d - u8s8f32basis: ETC1Spyperformance: floathimeno: Poisson Pressure Solvermkl-dnn: IP Batch All - u8s8f32mkl-dnn: IP Batch All - f32pyperformance: regex_compilenpb: BT.Cmkl-dnn: Convolution Batch conv_3d - bf16bf16bf16embree: Pathtracer - Asian Dragon Objembree: Pathtracer ISPC - Asian Dragon Objpyperformance: django_templatebasis: UASTC Level 3mkl-dnn: IP Batch 1D - f32john-the-ripper: Blowfishospray: NASA Streamlines - SciVislzbench: Crush 0 - Decompressionlzbench: Crush 0 - Compressionnpb: LU.Ctungsten: Water Causticintel-mpi: IMB-P2P PingPongembree: Pathtracer ISPC - Crownpybench: Total For Average Test Timesembree: Pathtracer - Crownlzbench: Zstd 8 - Decompressionlzbench: Zstd 8 - Compressionlzbench: Brotli 2 - Decompressionlzbench: Brotli 2 - Compressionlzbench: Zstd 1 - Decompressionlzbench: Zstd 1 - Compressionmlpack: scikit_svmmkl-dnn: Deconvolution Batch deconv_3d - u8s8f32embree: Pathtracer - Asian Dragonsvt-av1: Enc Mode 4 - 1080pmkl-dnn: Convolution Batch conv_alexnet - bf16bf16bf16mkl-dnn: Deconvolution Batch deconv_1d - u8s8f32mkl-dnn: Deconvolution Batch deconv_1d - bf16bf16bf16compress-zstd: Compressing ubuntu-16.04.3-server-i386.img, Compression Level 19mkl-dnn: Deconvolution Batch deconv_1d - f32embree: Pathtracer ISPC - Asian Dragondav1d: Summer Nature 4Kmkl-dnn: Convolution Batch conv_alexnet - u8s8f32arrayfire: BLAS CPUphpbench: PHP Benchmark Suitemkl-dnn: Convolution Batch conv_alexnet - f32renaissance: Scala Dottyospray: Magnetic Reconnection - SciVismkl-dnn: IP Batch 1D - bf16bf16bf16dav1d: Summer Nature 1080parrayfire: Conjugate Gradient CPUtungsten: Hairnpb: SP.Bsvt-av1: Enc Mode 8 - 1080psmhasher: wyhashsmhasher: wyhashscikit-learn: dacapobench: Jythonsvt-vp9: Visual Quality Optimized - Bosphorus 1080pnpb: MG.Coidn: Memorialnettle: aes256npb: EP.Clammps: Rhodopsin Proteinmkl-dnn: Deconvolution Batch deconv_3d - bf16bf16bf16mkl-dnn: Deconvolution Batch deconv_3d - f32cloverleaf: Lagrangian-Eulerian Hydrodynamicsnettle: sha512nettle: chachanettle: 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 8259CL1060.5783917.522479.28999.5443152.411278.25260.56286.78225.630334227.724903208.30746.9182.39300.73598798.57132426257.008165.9642.6970.81855018513.954.46134.928146.439180.6457977.19187.1683.9815.754254.819098.24125.1186343.48189.45965336.69977.4111.2230.56172.15160.6710.4288.85663474235829402703780.5924540.7204.443662.76748210000.603334896.4154.5541133404.6908614.0860510.6348167100761.2915.217732.330137.149847.327.9812.230095132455.5641993108883.4023.336719650424.33333333.4469110029.5153110174613172114743717.923112.3635.87575.302712.2010.5608907.2297510.4492.1268043.0983177.8935.97782359.13631283122.7617414.61947.625.72791321.849.89811.072650932.8849.20918.80610.4584877237.5758984.1827.976159.213768.6617.3789.425912.697001.06489.151024.9752797.221167.6837839.954826.711948.775695.581920.74456.47430.42613.352945518.593515404.78749.9232.25313.76383120.69050922776.295328.8134.2458.05432179392.142.48134.483151.909284.279743.70369.2872.0628.4532108.161175.95126.0780123.26162.86035359.01268.1911.3242.51591.641113.305.38158.7723838167326218861966.6121704.4852.323150.09625060001.157459696.9256.0181143398.3974554.610548.9079516850787.7929.917317.795720.341847.146.7084.499852554728.574289856744.8725.008010276849.52173917.6604111416.0514119476651176118044417.826072.5719.61054.2851433.470.84370913.142810.3553.3643223.6042160.5966.73521201.54629690244.7457556.32927.038.68590274.986.40918.984023346.5633.08818.81510.1124834224.0131197.2218.416133.911863.159.53516.82534.889661.28485.861020.0932779.781063.7053497.472846.12765.7452935.991113.54287.80308.74114.909753139.057777246.31728.3611.67330.33560887.76669621975.122198.2530.4565.40687620753.524.11128.848144.643197.6495056.25166.9843.4611.290042.0758110.67118.0937738.46123.97910340.89867.3611.223574.11869.809.49103.83309962891312347103283.3820621.2293.792674.17540900000.707095919.9451.4461093510.2051593.231216.7950916471842.3414.078029.206133.049046.230.6892.39451428645044010174255.6722.016716653864.76811628.7730107626.2800122477673181121245717.193716.9832.24746.030637.3740.3710366.553748.2031.4623238.3100199.0826.83913432.1664916494.19376664.25442.874.83170323.204.11512.686332682.1451.91722.6789.1274547265.4037089.0531.106313.163194.1815.3147.696051.962790.96501.981051.1112867.481005.5301766.351517.44496.8161779.15881.783187.33221.51528.854224466.911227129.01728.2461.82321.82909916.49008626764.941100.4738.3585.141338398966.537.15129.986142.695154.98075212.0586.53916.677.4605023.177266.39122.2246869.52193.4424127.30963.3511.2226.07662.77638.7918.1868.618272119715795643316284.6523588.3977.193228.63378800000.362263005.4852.6941093514.6041063.110029.52466164136046.537.9291251.785358.694545.919.8851.639868408490.9142896140090.3221.589631821690.55072553.2304107345.6121112475623176116844917.191893.7257.48707.033320.0600.3944554.068479.1371.2402968.4241221.3119.81433430.2864969349.84376890.60671.433.65964409.887.4817.8270670893.4156.98222.6779.3924711233.1769175.1234.496320.006104.9424.7884.358171.136080.69500.981051.9362868.691218.87410255.25840.262363.006721.021699.69589.07501.21813.013840894.896756531.98747.8442.46315.14322051.63118727198.080433.4237.4155.88365618171.751.88147.734156.299328.1391333.01484.5941.6834.6031131.088229.28128.4069218.87179.75150567.15668.7811.1241.897101.716149.394.37182.55797232424332169811635.7823703.0291.743477.33119126671.5116811821.358.4731143405.0358974.838759.3095916748617.0539.998513.852616.768547.255.2094.756962140323.264309648143.4925.96359066471.043478314.4163110112.3882119574655176118444617.987189.0315.31043.3391874.470.97673016.548411.1223.9948819.4321136.8681.07051002.09632455298.3008286.12322.228.8271265.467.04222.486622329.3427.19319.80610.2865096172.8230328.6515.806164.791621.488.15821.42905.804201.37489.511024.4932798.561398.02010258.06241.163129.936721.542201.04593.13531.15211.888340373.304894531.39909.3182.97272.12313376.77991722798.382432.1140.7550.10350854961.401.88193.466177.772345.3899612.34484.8951.3145.0502171.428229.71135.9974414.71188.77675671.77081.3615.4299.739109.699149.023.41194.40184331174576171051571.4925271.4331.773588.69218933331.5172112300.367.4611372823.5953645.5927510.193020446389.7940.019213.882713.491857.558.2465.166582042418.183538246723.0128.89798923779.550724611.3827134212.43169986454214697336520.897457.8615.27963.3091875.231.2737516.551611.4305.3108715.5911132.46105.826765.491515697395.4418634.69117.9410.9014232.357.81923.612921149.6826.46022004.0822.13112.0305768173.1828301.1312.855024.391545.507.81021.47557.636461.49399.99837.6122291.691092.5875709.174478.931227.073966.73983.913453.22433.19113.958146503.283040400.96746.6871.93318.87376860.31861527198.856321.5331.9662.32446149252.022.51123.702139.120276.7686543.68269.9912.0217.973569.1431173.95119.7871722.69156.60561457.77261.8211.0242.00288.977111.825.52155.22801439776292220742094.5321743.0192.352856.85025830001.135869374.6054.7901153401.1571354.538218.8423316856576.1222.424317.422319.322847.344.9434.413662712629.414299558594.5024.087410620968.60869516.8099110315.9943119374653176118244517.925864.2619.34724.3401042.340.5286329.9036210.3302.2312622.4598170.0742.22022137.03632431155.3686999.49725.485.71439307.756.45118.612923859.7934.63619429.8725.1349.9244609221.9531633.622.016161.422044.2410.32512.32713.130061.27488.811024.9922795.49996.9042871.112377.91694.3242169.93711.389257.01279.68226.591037715.216271207.41745.6862.08304.16587882.23269927972.998163.3244.5373.95838945143.714.32124.258133.444177.6611487.09137.7343.8811.328236.371696.41123.3870242.27185.35715436.59574.6310.9233.04270.60859.4510.5684.84410875203729347493969.6024522.2204.51833405.41449776670.582374821.2454.9471133410.3839384.1177910.523916777470.6711.607631.311734.803047.127.2262.189755348555.5641891106268.3323.191620467429.52173931.7318110428.9602110072608172114143717.772987.0834.69195.431527.0170.3690605.3840210.2061.4972440.4325203.1026.53633912.3063260181.14007231.01445.453.21281358.627.15510.665349232.2451.71019424.1125.12910.4494806256.9158681.4233.066157.494005.2618.1506.296471.707490.93489.421025.3842797.431268.8155156.693215.171578.243600.951364.26333.40347.82723.157434916.030852272.72907.7572.99262.78501697.23823128596.105218.0650.1059.51668958102.633.65194.504169.704222.9685144.57246.4462.5523.702887.5434125.35133.0116027.84197.74044245.31594.4515.4281.25186.32578.726.62107.49808960569696275923144.7028045.9203.434199.41137640000.769826329.9465.6441372817.6730534.8260311.421520465509.9820.516325.497125.067857.534.6322.666994102134.483448085606.5327.394817176230.53623221.7468134323.26749306350914294335921.093849.1328.20324.216938.9100.7703008.8691310.9783.0659028.9732159.6055.33611497.75519964197.9148583.01432.535.56500272.5516.9213.603142220.9440.54822011.2022.12912.5495802206.4252832.4720.435061.602984.0214.16110.93793.855121.00401.13841.6492294.74994.5833880.442967.92878.3903293.941292.62304.79281.67814.162311704.231804265.41665.71.99367.56567696.50591225186.666213.3632.6581.60662256413.253.79143.348134.824196.9297865.72188.6113.1713.450449.8744118.09123.8525234.48124.14730136.36754.9117.7219.83666.41574.968.69106.64339261170651330143210.5221015.5433.532743.62336540000.814346183.1147.65394.53866.0909883.592187.5443915769347.5816.590627.195230.345849.930.6342.867154032645.4550910969606.8421.551720246604.62318826.401095124.5503129884721196129950815.783852.3730.10576.389702.0650.4584227.615958.3801.7451535.1495256.6031.98933128.39734339108.5686970.904405.56304537.844.42312.710431426.5353.81926298.7718.5089.6614321282.1835376.1127.357070.603025.1114.5628.462732.275261.14550.931172.1533207.98966.5991919.502023.471206.221730.80981.058189.55218.0508.414053890.770882139.11753.6352.36338.44629984.51425326906.886108.9762.0290.281195499015.827.09125.867128.950152.90204911.3693.35966.2517.754933.630569.93113.1439663.54189.29616627.10053.50232.69564.50341.6817.0268.6065421098743075832624505.9626.735185.62173883333250.8952.6083440.5182775.3670819.10308.7123435.667636.665221.0601.959927777182.624349422.759935954425.36231949.0461113341.7899105373592170109943916.872059.0340.07875.243348.2430.3553623.9690610.9451.3310938.7658218.1459.90406259.0164017379.11096733.16050.884.10369422.8913.228.2906755.37418770.1526.08611.0654685191.6615.066172.5522.3014.379521.17385487.551025.6032785.991032.9781918.281708.05650.9811705.35910.142190.01244.9106.329713197.742954139.00753.4332.46315.66725740.72379527361.597108.9457.2590.781030339555.877.31124.297145.510152.09368111.3693.28426.2410.484125.053370.04138.2562966.67194.84686129.25853.66227.15964.42141.7216.9568.2021671084125145852524666.3636.754510.83073506673252.4853.1353430.7661643.8474612.68208.6470740.850244.715120.9941.635997832783.334329522.708835888907.98550749.9559112341.394499975582172109044318.422057.9345.76745.942348.3260.3547143.9651010.2891.2511651.8741216.8630.64276325.0763902657.51117042.35458.824.06041406.669.6548.1933756.12218775.9426.12911.4904759228.3819.556184.2020.9844.360021.17278490.261027.5922803.55849.19211728.8710.1401485.47177.79200.03917.06086105.728957132.04730.71.79323.58891303.12194319303.561101.3439.54140.141132789774.738.1292.361108.675147.68585611.035.85730.30642.541365.6772.8159958.82175.19370824.00549.4716.3219.65259.95641.7616.6062.431047116765028628973570.4621641.9547.283057.05939720000.486143076.7654.3103769.723664149.3398.88390213106415.5347.580645.433066.419.1931.675606647576.923808199821.8922.324720348261.02898545.1869122647.6464126683564165114841815.161899.2452.95325.7141131.139.2302.2254052.3541321.171301.36990.79850052496.68816577.34340676.1635.137.6745551225.1854.47210.4195246291.1749330.1528.714665.333485.9920.8212.204710.36478.09750.3572046.351012.0352197.811793.75559.4681904.28739.163211.33232.05327.10604009.405331158.13841.6472.30310.40795715.31135528107.036124.5942.8889.551199123575.586.40139.750129.689161.84631410.42106.8935.718.7479425.772279.00117.7261362.5185.22973427.58158.4811.3258.34366.66747.6315.62573.581913103513853518035310.1625275.1595.883495.61265546670.445513551.3857.8261233147.9075213.048669.97669200104107.999.2066542.761350.976964.223.0881.576877088876.9239488120961.9124.543731988149.24637746.1757125238.1222101169551157102739918.762238.0546.79205.955399.2980.3762224.490399.9491.2579559.0563215.6422.38305319.5857348356.64657256.92062.54.48918431.768.4309.2621753978.9053.04020225.1824.15112.4595172229.9163393.3533.895513.085052.6322.5354.871941.266490.78437.62917.7502497.861073.7622198.181734.20461.9351904.45743.695211.37244.94016.51713168.732081157.99841.3232.42293.53790827.57246428251.828124.6741.2988.661050706065.545.52141.898146.435163.70723210.32106.7145.717.6365125.067279.22135.0510061.58197.29377429.27657.6922.6255.58869.19548.0015.5473.216224104106676530515284.3425636.6945.863813.74666083330.454223548.6058.2801233130.8587132.781936.6584220084766.149.1875142.494650.864864.123.1471.537297095576.923968694642.9924.779232444647.43478346.4184125338.103396671543159103240719.622252.6746.90845.996399.3080.3614144.4652310.2941.2258959.0502212.9919.37235650.7157434855.35657566.34262.54.46440400.247.6049.0907338493.5752.31420231.5824.15412.9545161229.5343490.1533.105523.315059.0221.8874.856891.263950.63438.23917.5052516.871067.6414364.003402.07874.2013368.211029.24350.47317.61013.64255941.318141305.20842.0992.00321.13512031.41923126711.173246.8131.9867.33593507943.003.30138.846132.228219.31975.38207.9112.9612.705948.0640134.22117.3569232.97127.99629641.13761.2011.4273.12576.14786.898.09120.16934654437117290612677.6422226.8453.043017.32533840000.869257095.6257.3991223152.5014373.432367.8907120051975.3517.321723.719228.292864.135.9832.699773559943.484049165522.4625.355516759832.2608724.7267125021.3829108971587160106141018.674426.0626.06385.112796.7530.4156147.982929.6721.6392832.9088205.6330.88002950.16569793107.8047200.75237.045.69900353.784.67714.804624288.3446.87320221.2524.18712.0885012256.2433490.0327.995517.022641.3213.0409.371072.200531.11436.73920.5132492.48OpenBenchmarking.org

Timed GCC Compilation

Time To Compile

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed GCC Compilation 9.3.0Time To CompileEPYC 2 7R322 x Xeon Platinum 8275CLXeon W-3275M2 x Xeon Gold 6226R2 x Xeon Platinum 82802 x Xeon Platinum 8259CL2 x Xeon Platinum 8275CL NUMA off2 x Xeon Gold 5220RXeon Platinum 8280Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA offXeon Gold 6226RXeon Gold 5220RXeon Gold 52182 x Xeon Silver 4216Xeon Silver 421630060090012001500SE +/- 0.63, N = 3SE +/- 5.92, N = 3SE +/- 0.44, N = 3SE +/- 0.70, N = 3SE +/- 0.24, N = 3SE +/- 0.68, N = 3SE +/- 1.25, N = 3SE +/- 1.42, N = 3SE +/- 0.29, N = 3SE +/- 0.67, N = 3SE +/- 1.08, N = 3SE +/- 0.43, N = 3SE +/- 0.07, N = 3SE +/- 0.04, N = 3SE +/- 0.64, N = 3SE +/- 1.02, N = 3849.19966.60994.58996.901005.531012.041032.981060.581063.711067.641073.761092.591167.681218.871268.821398.02

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 Platinum 82802 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Gold 6226RXeon Platinum 8280Xeon W-3275M2 x Xeon Gold 5220RXeon Platinum 8259CL2 x Xeon Silver 4216Xeon Gold 6226RXeon Gold 5220RXeon Gold 5218Xeon Silver 42162K4K6K8K10KSE +/- 1.13, N = 3SE +/- 0.26, N = 3SE +/- 0.16, N = 3SE +/- 0.11, N = 3SE +/- 0.30, N = 3SE +/- 2.73, N = 3SE +/- 0.26, N = 3SE +/- 0.11, N = 3SE +/- 3.93, N = 3SE +/- 0.11, N = 3SE +/- 6.81, N = 3SE +/- 0.12, N = 3SE +/- 4.68, N = 3SE +/- 0.34, N = 3SE +/- 0.35, N = 31766.351918.281919.502197.812198.182871.113497.473880.443917.524364.005156.695709.177839.9510255.2010258.00MIN: 1911.42MIN: 1911.94MIN: 2191.04MIN: 2191.82MIN: 2860.81MIN: 3490.41MIN: 3767MIN: 3906.67MIN: 4358.26MIN: 5142.07MIN: 5699.77MIN: 7795.37MIN: 10250.1MIN: 10250.41. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl

MKL-DNN DNNL

Harness: Convolution Batch conv_all - Data Type: u8s8f32

OpenBenchmarking.orgms, Fewer Is BetterMKL-DNN DNNL 1.1Harness: Convolution Batch conv_all - Data Type: u8s8f322 x Xeon Platinum 82802 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Platinum 8275CL2 x Xeon Gold 6226R2 x Xeon Gold 5220RXeon Platinum 8280Xeon W-3275M2 x Xeon Silver 4216Xeon Platinum 8259CLXeon Gold 6226RXeon Gold 5220RXeon Gold 5218Xeon Silver 4216EPYC 2 7R323K6K9K12K15KSE +/- 3.12, N = 3SE +/- 0.40, N = 3SE +/- 0.82, N = 3SE +/- 1.51, N = 3SE +/- 3.97, N = 3SE +/- 10.67, N = 3SE +/- 2.07, N = 3SE +/- 1.24, N = 3SE +/- 15.10, N = 3SE +/- 23.72, N = 3SE +/- 4.13, N = 3SE +/- 7.74, N = 3SE +/- 4.48, N = 3SE +/- 1.57, N = 3SE +/- 4.87, N = 3SE +/- 19.01, N = 31517.441708.051734.201793.752023.472377.912479.282846.122967.923215.173402.074478.934826.715840.266241.1611728.80MIN: 2813.78MIN: 2893.12MIN: 3181.24MIN: 3393.59MIN: 4461.44MIN: 4806.63MIN: 5831.48MIN: 6214.68MIN: 11565.11. (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 Platinum 8259CL NUMA off2 x Xeon Platinum 82802 x Xeon Platinum 8259CL2 x Xeon Platinum 8275CL NUMA off2 x Xeon Gold 6226REPYC 2 7R32Xeon Platinum 8280Xeon Platinum 8259CLXeon W-3275M2 x Xeon Gold 5220R2 x Xeon Platinum 8275CLXeon Gold 6226R2 x Xeon Silver 4216Xeon Gold 5220RXeon Gold 5218Xeon Silver 42167001400210028003500SE +/- 0.29, N = 3SE +/- 0.78, N = 3SE +/- 0.29, N = 3SE +/- 5.95, N = 3SE +/- 0.79, N = 3SE +/- 2.05, N = 3SE +/- 0.39, N = 3SE +/- 0.32, N = 3SE +/- 0.68, N = 3SE +/- 0.29, N = 3SE +/- 7.07, N = 3SE +/- 0.59, N = 3SE +/- 1.69, N = 3SE +/- 1.16, N = 3SE +/- 0.47, N = 3SE +/- 1.30, N = 3461.94496.82559.47650.98694.32710.14765.75874.20878.39999.541206.221227.071578.241948.772363.003129.93MIN: 553.8MIN: 639.1MIN: 686.24MIN: 700.52MIN: 755.35MIN: 868.41MIN: 819.94MIN: 995.71MIN: 1181.19MIN: 1218.34MIN: 1571.3MIN: 1927.2MIN: 2357.87MIN: 3085.851. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl

MKL-DNN DNNL

Harness: Deconvolution Batch deconv_all - Data Type: bf16bf16bf16

OpenBenchmarking.orgms, Fewer Is BetterMKL-DNN DNNL 1.1Harness: Deconvolution Batch deconv_all - Data Type: bf16bf16bf162 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 82802 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Gold 6226RXeon Platinum 82802 x Xeon Gold 5220RXeon W-3275MXeon Platinum 8259CL2 x Xeon Silver 4216Xeon Gold 6226RXeon Gold 5220RXeon Gold 5218Xeon Silver 421614002800420056007000SE +/- 3.70, N = 3SE +/- 16.35, N = 3SE +/- 0.87, N = 3SE +/- 0.13, N = 3SE +/- 0.44, N = 3SE +/- 5.08, N = 3SE +/- 5.43, N = 3SE +/- 3.03, N = 3SE +/- 4.61, N = 3SE +/- 0.16, N = 3SE +/- 3.93, N = 3SE +/- 1.02, N = 3SE +/- 3.12, N = 3SE +/- 0.83, N = 3SE +/- 0.10, N = 31705.351730.801779.151904.281904.452169.932935.993152.413293.943368.213600.953966.735695.586721.026721.54MIN: 1696.57MIN: 1701.4MIN: 1772.45MIN: 1898.87MIN: 1899.24MIN: 2158.31MIN: 2926MIN: 3140.75MIN: 3137.48MIN: 3365.01MIN: 3588.76MIN: 3962.44MIN: 5644.95MIN: 6716.04MIN: 6717.721. (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 6226R2 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 82802 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CLXeon Gold 6226RXeon Platinum 8259CLXeon Platinum 82802 x Xeon Gold 5220RXeon W-3275M2 x Xeon Silver 4216EPYC 2 7R32Xeon Gold 5218Xeon Gold 5220RXeon Silver 42165001000150020002500SE +/- 0.89, N = 3SE +/- 0.85, N = 3SE +/- 0.88, N = 3SE +/- 0.39, N = 3SE +/- 0.18, N = 3SE +/- 2.10, N = 3SE +/- 0.49, N = 3SE +/- 0.97, N = 3SE +/- 0.33, N = 3SE +/- 1.51, N = 3SE +/- 16.26, N = 5SE +/- 0.28, N = 3SE +/- 1.29, N = 3SE +/- 0.44, N = 3SE +/- 0.74, N = 3SE +/- 7.40, N = 3711.39739.16743.70881.78910.14981.06983.911029.241113.541278.251292.621364.261485.471699.691920.742201.04MIN: 703.37MIN: 731.99MIN: 737.27MIN: 874.01MIN: 903.49MIN: 965.05MIN: 975.96MIN: 1023.45MIN: 1108.65MIN: 1270.58MIN: 1177.9MIN: 1356.18MIN: 1462.15MIN: 1694.75MIN: 1902.55MIN: 2184.661. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl

Blender

Blend File: Barbershop - Compute: CPU-Only

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.82Blend File: Barbershop - Compute: CPU-OnlyEPYC 2 7R322 x Xeon Platinum 82802 x Xeon Platinum 8275CL2 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Gold 6226R2 x Xeon Gold 5220RXeon Platinum 8280Xeon W-3275M2 x Xeon Silver 4216Xeon Platinum 8259CLXeon Gold 6226RXeon Gold 5220RXeon Gold 5218Xeon Silver 4216130260390520650SE +/- 0.49, N = 3SE +/- 0.40, N = 3SE +/- 0.15, N = 3SE +/- 0.12, N = 3SE +/- 0.16, N = 3SE +/- 0.10, N = 3SE +/- 0.25, N = 3SE +/- 0.30, N = 3SE +/- 0.20, N = 3SE +/- 0.22, N = 3SE +/- 0.10, N = 3SE +/- 0.10, N = 3SE +/- 0.44, N = 3SE +/- 0.20, N = 3SE +/- 0.20, N = 3SE +/- 0.17, N = 3177.79187.33189.55190.01211.33211.37257.01260.56287.80304.79333.40350.47453.22456.47589.07593.13

Timed LLVM Compilation

Time To Compile

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed LLVM Compilation 10.0Time To CompileEPYC 2 7R322 x Xeon Platinum 8275CL2 x Xeon Platinum 82802 x Xeon Platinum 8259CL2 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8259CL NUMA off2 x Xeon Gold 6226RXeon W-3275M2 x Xeon Gold 5220RXeon Platinum 8280Xeon Platinum 8259CL2 x Xeon Silver 4216Xeon Gold 5220RXeon Gold 6226RXeon Gold 5218Xeon Silver 4216110220330440550SE +/- 0.72, N = 3SE +/- 1.63, N = 3SE +/- 1.01, N = 3SE +/- 1.13, N = 3SE +/- 3.50, N = 3SE +/- 1.40, N = 3SE +/- 3.51, N = 3SE +/- 2.68, N = 3SE +/- 2.03, N = 3SE +/- 4.79, N = 3SE +/- 5.07, N = 3SE +/- 1.73, N = 3SE +/- 1.84, N = 3SE +/- 2.13, N = 3SE +/- 3.37, N = 3SE +/- 2.53, N = 3200.04218.05221.52232.05244.91244.94279.68281.68286.78308.74317.61347.83430.43433.19501.22531.15

High Performance Conjugate Gradient

OpenBenchmarking.orgGFLOP/s, More Is BetterHigh Performance Conjugate Gradient 3.12 x Xeon Platinum 82802 x Xeon Platinum 8259CL2 x Xeon Gold 6226R2 x Xeon Gold 5220R2 x Xeon Silver 4216EPYC 2 7R322 x Xeon Platinum 8259CL NUMA offXeon Platinum 8280Xeon W-3275MXeon Gold 6226RXeon Platinum 8259CLXeon Gold 5220RXeon Gold 5218Xeon Silver 42162 x Xeon Platinum 8275CL2 x Xeon Platinum 8275CL NUMA off714212835SE +/- 0.24605, N = 3SE +/- 0.12742, N = 3SE +/- 0.12533, N = 3SE +/- 0.15366, N = 3SE +/- 0.00847, N = 3SE +/- 0.00395, N = 3SE +/- 0.00225, N = 3SE +/- 0.04073, N = 3SE +/- 0.15186, N = 3SE +/- 0.02780, N = 3SE +/- 0.03425, N = 3SE +/- 0.08231, N = 3SE +/- 0.01417, N = 3SE +/- 0.03282, N = 3SE +/- 0.60187, N = 9SE +/- 0.06827, N = 728.8542027.1060026.5910025.6303023.1574017.0608016.5171014.9097014.1623013.9581013.6425013.3529013.0138011.888308.414056.329711. (CXX) g++ options: -O3 -ffast-math -ftree-vectorize -pthread -lmpi_cxx -lmpi

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 WriteXeon Platinum 8280Xeon Gold 6226RXeon Gold 5220RXeon Gold 5218Xeon Silver 42162 x Xeon Gold 6226R2 x Xeon Silver 42162 x Xeon Gold 5220R2 x Xeon Platinum 8280Xeon W-3275MEPYC 2 7R32Xeon Platinum 8259CL2 x Xeon Platinum 8259CL2 x Xeon Platinum 8275CL2 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8259CL NUMA off11K22K33K44K55KSE +/- 370.72, N = 3SE +/- 56.97, N = 3SE +/- 54.71, N = 3SE +/- 1.34, N = 3SE +/- 132.22, N = 3SE +/- 119.26, N = 3SE +/- 220.44, N = 3SE +/- 158.35, N = 3SE +/- 19.82, N = 3SE +/- 85.02, N = 3SE +/- 319.58, N = 12SE +/- 245.15, N = 12SE +/- 56.30, N = 3SE +/- 141.57, N = 6SE +/- 38.08, N = 3SE +/- 408.27, N = 653139.0646503.2845518.5940894.9040373.3037715.2234916.0334227.7224466.9111704.236105.735941.324009.413890.773197.743168.731. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -lcrypt -ldl -lm

Blender

Blend File: Pabellon Barcelona - Compute: CPU-Only

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.82Blend File: Pabellon Barcelona - Compute: CPU-Only2 x Xeon Platinum 8280EPYC 2 7R322 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Gold 6226R2 x Xeon Gold 5220RXeon Platinum 8280Xeon W-3275M2 x Xeon Silver 4216Xeon Platinum 8259CLXeon Gold 6226RXeon Gold 5220RXeon Silver 4216Xeon Gold 5218120240360480600SE +/- 0.26, N = 3SE +/- 0.51, N = 3SE +/- 0.11, N = 3SE +/- 0.15, N = 3SE +/- 0.13, N = 3SE +/- 0.05, N = 3SE +/- 0.09, N = 3SE +/- 0.10, N = 3SE +/- 0.05, N = 3SE +/- 0.73, N = 3SE +/- 0.50, N = 3SE +/- 0.07, N = 3SE +/- 0.22, N = 3SE +/- 0.03, N = 3SE +/- 0.46, N = 3SE +/- 0.31, N = 3129.01132.04139.00139.11157.99158.13207.41208.30246.31265.41272.72305.20400.96404.78531.39531.98

Radiance Benchmark

Test: Serial

OpenBenchmarking.orgSeconds, Fewer Is BetterRadiance Benchmark 5.0Test: SerialXeon W-3275M2 x Xeon Platinum 8280Xeon Platinum 8280EPYC 2 7R322 x Xeon Gold 6226RXeon Gold 6226R2 x Xeon Gold 5220RXeon Gold 5218Xeon Gold 5220R2 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CLXeon Platinum 8259CL2 x Xeon Silver 4216Xeon Silver 42162004006008001000665.70728.25728.36730.70745.69746.69746.92747.84749.92753.43753.64841.32841.65842.10907.76909.32

Mlpack Benchmark

Benchmark: scikit_linearridgeregression

OpenBenchmarking.orgSeconds, Fewer Is BetterMlpack BenchmarkBenchmark: scikit_linearridgeregressionXeon Platinum 8280EPYC 2 7R322 x Xeon Platinum 8280Xeon Gold 6226RXeon W-3275MXeon Platinum 8259CL2 x Xeon Gold 6226RXeon Gold 5220R2 x Xeon Platinum 8259CL2 x Xeon Platinum 8275CL2 x Xeon Gold 5220R2 x Xeon Platinum 8259CL NUMA offXeon Gold 52182 x Xeon Platinum 8275CL NUMA offXeon Silver 42162 x Xeon Silver 42160.67281.34562.01842.69123.364SE +/- 0.02, N = 3SE +/- 0.02, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.02, N = 3SE +/- 0.02, N = 15SE +/- 0.04, N = 15SE +/- 0.03, N = 3SE +/- 0.02, N = 15SE +/- 0.04, N = 15SE +/- 0.06, N = 12SE +/- 0.02, N = 12SE +/- 0.03, N = 7SE +/- 0.03, N = 15SE +/- 0.04, N = 3SE +/- 0.02, N = 31.671.791.821.931.992.002.082.252.302.362.392.422.462.462.972.99

Numpy Benchmark

OpenBenchmarking.orgScore, More Is BetterNumpy BenchmarkXeon W-3275M2 x Xeon Platinum 8275CLXeon Platinum 8280EPYC 2 7R322 x Xeon Platinum 8280Xeon Platinum 8259CLXeon Gold 6226R2 x Xeon Platinum 8275CL NUMA offXeon Gold 5218Xeon Gold 5220R2 x Xeon Platinum 8259CL2 x Xeon Gold 6226R2 x Xeon Gold 5220R2 x Xeon Platinum 8259CL NUMA offXeon Silver 42162 x Xeon Silver 421680160240320400SE +/- 2.73, N = 3SE +/- 2.37, N = 3SE +/- 2.42, N = 3SE +/- 1.14, N = 3SE +/- 3.00, N = 3SE +/- 0.75, N = 3SE +/- 0.54, N = 3SE +/- 4.26, N = 3SE +/- 2.01, N = 3SE +/- 3.23, N = 3SE +/- 0.76, N = 3SE +/- 1.46, N = 3SE +/- 0.65, N = 3SE +/- 3.32, N = 3SE +/- 0.89, N = 3SE +/- 1.91, N = 3367.56338.44330.33323.58321.82321.13318.87315.66315.14313.76310.40304.16300.73293.53272.12262.78

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 Platinum 8280EPYC 2 7R322 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Gold 5220R2 x Xeon Gold 6226RXeon W-3275MXeon Platinum 8280Xeon Platinum 8259CL2 x Xeon Silver 4216Xeon Gold 5220RXeon Gold 6226RXeon Gold 5218Xeon Silver 4216200K400K600K800K1000KSE +/- 10457.35, N = 3SE +/- 953.22, N = 3SE +/- 2473.02, N = 3SE +/- 1194.42, N = 3SE +/- 1557.39, N = 3SE +/- 13693.01, N = 9SE +/- 2029.20, N = 3SE +/- 494.87, N = 3SE +/- 3571.60, N = 3SE +/- 1625.61, N = 3SE +/- 194.45, N = 3SE +/- 568.07, N = 3SE +/- 474.33, N = 3SE +/- 358.06, N = 3SE +/- 198.36, N = 3SE +/- 517.49, N = 3909916.49891303.12795715.31790827.57725740.72629984.51598798.57587882.23567696.51560887.77512031.42501697.24383120.69376860.32322051.63313376.781. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -lcrypt -ldl -lm

Renaissance

Test: Savina Reactors.IO

OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.10.0Test: Savina Reactors.IOEPYC 2 7R32Xeon Platinum 8280Xeon Gold 5220RXeon Silver 4216Xeon W-3275M2 x Xeon Gold 5220RXeon Platinum 8259CL2 x Xeon Platinum 82802 x Xeon Platinum 8275CLXeon Gold 5218Xeon Gold 6226R2 x Xeon Platinum 8275CL NUMA off2 x Xeon Gold 6226R2 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Silver 42166K12K18K24K30KSE +/- 365.25, N = 20SE +/- 593.14, N = 25SE +/- 389.39, N = 25SE +/- 251.20, N = 25SE +/- 599.32, N = 25SE +/- 496.64, N = 25SE +/- 428.64, N = 25SE +/- 474.27, N = 25SE +/- 568.00, N = 25SE +/- 516.85, N = 25SE +/- 426.81, N = 25SE +/- 504.51, N = 25SE +/- 633.76, N = 25SE +/- 482.43, N = 25SE +/- 502.20, N = 25SE +/- 436.95, N = 2519303.5621975.1222776.3022798.3825186.6726257.0126711.1726764.9426906.8927198.0827198.8627361.6027973.0028107.0428251.8328596.11

Blender

Blend File: Classroom - Compute: CPU-Only

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.82Blend File: Classroom - Compute: CPU-Only2 x Xeon Platinum 8280EPYC 2 7R322 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Gold 6226R2 x Xeon Gold 5220RXeon Platinum 8280Xeon W-3275M2 x Xeon Silver 4216Xeon Platinum 8259CLXeon Gold 6226RXeon Gold 5220RXeon Silver 4216Xeon Gold 521890180270360450SE +/- 0.26, N = 3SE +/- 0.40, N = 3SE +/- 0.29, N = 3SE +/- 0.11, N = 3SE +/- 0.06, N = 3SE +/- 0.17, N = 3SE +/- 0.52, N = 3SE +/- 0.18, N = 3SE +/- 0.36, N = 3SE +/- 0.32, N = 3SE +/- 0.19, N = 3SE +/- 0.14, N = 3SE +/- 0.16, N = 3SE +/- 0.39, N = 3SE +/- 0.20, N = 3SE +/- 0.29, N = 3100.47101.34108.94108.97124.59124.67163.32165.96198.25213.36218.06246.81321.53328.81432.11433.42

Mlpack Benchmark

Benchmark: scikit_qda

OpenBenchmarking.orgSeconds, Fewer Is BetterMlpack BenchmarkBenchmark: scikit_qdaXeon Platinum 8280Xeon Gold 6226RXeon Platinum 8259CLXeon W-3275MXeon Gold 5220RXeon Gold 52182 x Xeon Platinum 8280EPYC 2 7R32Xeon Silver 42162 x Xeon Platinum 8259CL NUMA off2 x Xeon Gold 5220R2 x Xeon Platinum 8259CL2 x Xeon Gold 6226R2 x Xeon Silver 42162 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CL1428425670SE +/- 0.29, N = 3SE +/- 0.46, N = 3SE +/- 0.12, N = 3SE +/- 0.18, N = 3SE +/- 0.49, N = 4SE +/- 0.43, N = 6SE +/- 0.34, N = 3SE +/- 0.28, N = 3SE +/- 0.39, N = 3SE +/- 0.19, N = 3SE +/- 0.63, N = 3SE +/- 0.54, N = 12SE +/- 0.21, N = 3SE +/- 0.51, N = 12SE +/- 0.54, N = 3SE +/- 1.16, N = 930.4531.9631.9832.6534.2437.4138.3539.5440.7541.2942.6942.8844.5350.1057.2562.02

dav1d

Video Input: Chimera 1080p 10-bit

OpenBenchmarking.orgFPS, More Is Betterdav1d 0.6.0Video Input: Chimera 1080p 10-bitEPYC 2 7R322 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8280Xeon W-3275M2 x Xeon Gold 6226R2 x Xeon Gold 5220RXeon Platinum 8259CLXeon Platinum 8280Xeon Gold 6226R2 x Xeon Silver 4216Xeon Gold 5220RXeon Gold 5218Xeon Silver 4216306090120150SE +/- 0.60, N = 3SE +/- 0.30, N = 3SE +/- 0.44, N = 3SE +/- 0.04, N = 3SE +/- 0.56, N = 3SE +/- 0.07, N = 3SE +/- 0.05, N = 3SE +/- 0.16, N = 3SE +/- 0.47, N = 3SE +/- 0.13, N = 3SE +/- 0.12, N = 3SE +/- 0.24, N = 3SE +/- 0.16, N = 3SE +/- 0.14, N = 3SE +/- 0.05, N = 3SE +/- 0.06, N = 3140.1490.7890.2889.5588.6685.1481.6073.9570.8167.3365.4062.3259.5158.0555.8850.10MIN: 101.2 / MAX: 212.94MIN: 71.49 / MAX: 131.32MIN: 71.05 / MAX: 131.54MIN: 69.22 / MAX: 130.8MIN: 69.45 / MAX: 129.53MIN: 66.74 / MAX: 126.85MIN: 55.07 / MAX: 147.52MIN: 55.51 / MAX: 119.74MIN: 54.24 / MAX: 115.34MIN: 49.41 / MAX: 122.02MIN: 49.2 / MAX: 111MIN: 45.27 / MAX: 134.22MIN: 45.13 / MAX: 93.29MIN: 42.73 / MAX: 119.59MIN: 40.96 / MAX: 112.64MIN: 36.69 / MAX: 102.491. (CC) gcc options: -pthread

asmFish

1024 Hash Memory, 26 Depth

OpenBenchmarking.orgNodes/second, More Is BetterasmFish 2018-07-231024 Hash Memory, 26 Depth2 x Xeon Platinum 82802 x Xeon Platinum 8259CL2 x Xeon Platinum 8275CLEPYC 2 7R322 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8275CL NUMA off2 x Xeon Gold 5220R2 x Xeon Gold 6226RXeon Platinum 82802 x Xeon Silver 4216Xeon W-3275MXeon Platinum 8259CLXeon Gold 6226RXeon Gold 5220RXeon Gold 5218Xeon Silver 421630M60M90M120M150MSE +/- 491864.96, N = 3SE +/- 1707658.59, N = 3SE +/- 1547569.18, N = 3SE +/- 617926.69, N = 3SE +/- 1538634.72, N = 3SE +/- 669620.24, N = 3SE +/- 107032.55, N = 3SE +/- 983078.22, N = 3SE +/- 450047.19, N = 3SE +/- 49212.27, N = 3SE +/- 845752.34, N = 4SE +/- 95127.60, N = 3SE +/- 606619.65, N = 3SE +/- 375245.33, N = 3SE +/- 274137.19, N = 3SE +/- 274506.10, N = 313383989611991235711954990111327897710507060610303395585501851838945146876207566895810662256415935079444614925432179393656181735085496

OSPray

Demo: San Miguel - Renderer: Path Tracer

OpenBenchmarking.orgFPS, More Is BetterOSPray 1.8.5Demo: San Miguel - Renderer: Path Tracer2 x Xeon Platinum 82802 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA offEPYC 2 7R322 x Xeon Gold 5220R2 x Xeon Gold 6226RXeon Platinum 8280Xeon W-3275MXeon Platinum 8259CL2 x Xeon Silver 4216Xeon Gold 5220RXeon Gold 6226RXeon Gold 5218Xeon Silver 4216246810SE +/- 0.01, N = 5SE +/- 0.01, N = 4SE +/- 0.00, N = 12SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 7SE +/- 0.00, N = 8SE +/- 0.00, N = 3SE +/- 0.00, N = 12SE +/- 0.00, N = 3SE +/- 0.00, N = 4SE +/- 0.00, N = 4SE +/- 0.00, N = 3SE +/- 0.00, N = 6SE +/- 0.00, N = 36.535.875.825.585.544.733.953.713.523.253.002.632.142.021.751.40MIN: 5.18 / MAX: 6.58MIN: 5.75 / MAX: 5.92MIN: 4.69 / MAX: 5.88MIN: 4.61 / MAX: 5.62MIN: 5.49 / MAX: 5.59MIN: 4.69 / MAX: 4.78MIN: 3.41 / MAX: 3.98MIN: 2.99 / MAX: 3.73MIN: 3.48 / MAX: 3.53MIN: 3.16 / MAX: 3.28MIN: 2.99 / MAX: 3.01MIN: 2.35 / MAX: 2.64MIN: 2.13 / MAX: 2.15MAX: 2.03MIN: 1.74 / MAX: 1.76MAX: 1.41

LuxCoreRender

Scene: Rainbow Colors and Prism

OpenBenchmarking.orgM samples/sec, More Is BetterLuxCoreRender 2.3Scene: Rainbow Colors and PrismEPYC 2 7R322 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 82802 x Xeon Platinum 8275CL2 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Gold 5220R2 x Xeon Gold 6226RXeon Platinum 8280Xeon W-3275M2 x Xeon Silver 4216Xeon Platinum 8259CLXeon Gold 6226RXeon Gold 5220RXeon Silver 4216Xeon Gold 5218246810SE +/- 0.06, N = 3SE +/- 0.05, N = 3SE +/- 0.40, N = 15SE +/- 0.11, N = 15SE +/- 0.04, N = 3SE +/- 0.37, N = 15SE +/- 0.30, N = 12SE +/- 0.13, N = 15SE +/- 0.04, N = 3SE +/- 0.03, N = 15SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 38.127.317.157.096.405.524.464.324.113.793.653.302.512.481.881.88MIN: 7.87 / MAX: 8.3MIN: 6.62 / MAX: 7.52MIN: 2.92 / MAX: 8.11MIN: 5.64 / MAX: 7.47MIN: 5.65 / MAX: 6.54MIN: 2.11 / MAX: 6.54MIN: 1.23 / MAX: 4.91MIN: 2.71 / MAX: 4.87MIN: 3.96 / MAX: 4.16MIN: 3.45 / MAX: 3.89MIN: 3.56 / MAX: 3.67MIN: 3.24 / MAX: 3.33MIN: 2.44 / MAX: 2.56MIN: 2.4 / MAX: 2.53MIN: 1.84 / MAX: 1.92MIN: 1.85 / MAX: 1.92

Timed MrBayes Analysis

Primate Phylogeny Analysis

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed MrBayes Analysis 3.2.7Primate Phylogeny AnalysisEPYC 2 7R32Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CLXeon Platinum 82802 x Xeon Platinum 8280Xeon Gold 5220R2 x Xeon Gold 5220RXeon Platinum 8259CL2 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA offXeon W-3275MXeon Gold 5218Xeon Silver 42162 x Xeon Silver 42164080120160200SE +/- 0.68, N = 3SE +/- 0.09, N = 3SE +/- 0.25, N = 3SE +/- 0.03, N = 3SE +/- 1.63, N = 5SE +/- 0.01, N = 3SE +/- 0.37, N = 3SE +/- 0.03, N = 3SE +/- 0.27, N = 3SE +/- 0.18, N = 3SE +/- 0.32, N = 3SE +/- 1.87, N = 3SE +/- 0.13, N = 3SE +/- 0.44, N = 3SE +/- 0.15, N = 3SE +/- 0.67, N = 392.36123.70124.26124.30125.87128.85129.99134.48134.93138.85139.75141.90143.35147.73193.47194.50-msse4a -msha-mavx512f -mavx512cd -mavx512vl -mavx512bw -mavx512dq -mmpx-mavx512f -mavx512cd -mavx512vl -mavx512bw -mavx512dq -mmpx-mavx512f -mavx512cd -mavx512vl -mavx512bw -mavx512dq -mmpx-mavx512f -mavx512cd -mavx512vl -mavx512bw -mavx512dq -mmpx-mavx512f -mavx512cd -mavx512vl -mavx512bw -mavx512dq -mmpx-mavx512f -mavx512cd -mavx512vl -mavx512bw -mavx512dq -mmpx-mavx512f -mavx512cd -mavx512vl -mavx512bw -mavx512dq -mmpx-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-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

Timed GDB GNU Debugger Compilation

Time To Compile

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed GDB GNU Debugger Compilation 9.1Time To CompileEPYC 2 7R322 x Xeon Platinum 8275CL2 x Xeon Platinum 8259CLXeon Platinum 8259CL2 x Xeon Gold 6226RXeon W-3275MXeon Gold 6226R2 x Xeon Platinum 8280Xeon Platinum 82802 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8259CL NUMA off2 x Xeon Gold 5220RXeon Gold 5220RXeon Gold 52182 x Xeon Silver 4216Xeon Silver 42164080120160200SE +/- 0.08, N = 3SE +/- 0.37, N = 3SE +/- 0.45, N = 3SE +/- 0.11, N = 3SE +/- 0.16, N = 3SE +/- 0.08, N = 3SE +/- 0.05, N = 3SE +/- 0.17, N = 3SE +/- 0.17, N = 3SE +/- 0.25, N = 3SE +/- 0.27, N = 3SE +/- 0.09, N = 3SE +/- 0.11, N = 3SE +/- 0.09, N = 3SE +/- 0.18, N = 3SE +/- 0.07, N = 3108.68128.95129.69132.23133.44134.82139.12142.70144.64145.51146.44146.44151.91156.30169.70177.77

Appleseed

Scene: Emily

OpenBenchmarking.orgSeconds, Fewer Is BetterAppleseed 2.0 BetaScene: EmilyEPYC 2 7R322 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 82802 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Gold 6226R2 x Xeon Gold 5220RXeon W-3275MXeon Platinum 8280Xeon Platinum 8259CL2 x Xeon Silver 4216Xeon Gold 6226RXeon Gold 5220RXeon Gold 5218Xeon Silver 421680160240320400147.69152.09152.90154.98161.85163.71177.66180.65196.93197.65219.32222.97276.77284.28328.14345.39

OSPray

Demo: XFrog Forest - Renderer: SciVis

OpenBenchmarking.orgFPS, More Is BetterOSPray 1.8.5Demo: XFrog Forest - Renderer: SciVis2 x Xeon Platinum 82802 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CLEPYC 2 7R322 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Gold 5220R2 x Xeon Gold 6226RXeon Platinum 8280Xeon W-3275MXeon Platinum 8259CL2 x Xeon Silver 4216Xeon Gold 5220RXeon Gold 6226RXeon Gold 5218Xeon Silver 42163691215SE +/- 0.00, N = 12SE +/- 0.00, N = 13SE +/- 0.00, N = 13SE +/- 0.04, N = 3SE +/- 0.00, N = 12SE +/- 0.02, N = 7SE +/- 0.00, N = 6SE +/- 0.00, N = 12SE +/- 0.00, N = 3SE +/- 0.00, N = 8SE +/- 0.00, N = 12SE +/- 0.00, N = 12SE +/- 0.00, N = 6SE +/- 0.00, N = 12SE +/- 0.00, N = 12SE +/- 0.00, N = 1212.0511.3611.3611.0310.4210.327.197.096.255.725.384.573.703.683.012.34MIN: 9.71 / MAX: 12.2MIN: 10.99 / MAX: 11.49MIN: 9.8 / MAX: 11.49MIN: 10.75 / MAX: 11.24MIN: 8.2 / MAX: 10.53MIN: 10.1 / MAX: 10.42MIN: 6.45 / MAX: 7.25MIN: 6.37 / MAX: 7.14MIN: 6.13 / MAX: 6.29MIN: 5.56 / MAX: 5.78MIN: 5.29 / MAX: 5.41MIN: 4.08 / MAX: 4.61MIN: 3.66 / MAX: 3.73MIN: 3.64 / MAX: 3.7MIN: 2.98 / MAX: 3.05MIN: 2.3 / MAX: 2.36

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 Platinum 82802 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Gold 6226RXeon Platinum 82802 x Xeon Gold 5220RXeon W-3275MXeon Platinum 8259CL2 x Xeon Silver 4216Xeon Gold 6226RXeon Gold 5220RXeon Gold 5218Xeon Silver 4216100200300400500SE +/- 0.00, N = 3SE +/- 0.03, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.03, N = 3SE +/- 0.02, N = 3SE +/- 0.20, N = 3SE +/- 0.02, N = 3SE +/- 0.04, N = 3SE +/- 0.10, N = 3SE +/- 0.42, N = 3SE +/- 0.02, N = 3SE +/- 0.08, N = 386.5493.2893.36106.71106.89137.73166.98187.17188.61207.91246.45269.99369.29484.59484.90MIN: 85.56MIN: 92.44MIN: 92.35MIN: 105.9MIN: 105.9MIN: 136.67MIN: 166.21MIN: 186.33MIN: 178.56MIN: 207.27MIN: 245.49MIN: 268.99MIN: 365.68MIN: 484.13MIN: 484.151. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl

OSPray

Demo: XFrog Forest - Renderer: Path Tracer

OpenBenchmarking.orgFPS, More Is BetterOSPray 1.8.5Demo: XFrog Forest - Renderer: Path Tracer2 x Xeon Platinum 82802 x Xeon Platinum 8275CL2 x Xeon Platinum 8275CL NUMA offEPYC 2 7R322 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Gold 5220R2 x Xeon Gold 6226RXeon Platinum 8280Xeon W-3275MXeon Platinum 8259CL2 x Xeon Silver 4216Xeon Gold 5220RXeon Gold 6226RXeon Gold 5218Xeon Silver 4216246810SE +/- 0.00, N = 12SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 6SE +/- 0.00, N = 12SE +/- 0.00, N = 12SE +/- 0.00, N = 12SE +/- 0.00, N = 4SE +/- 0.00, N = 7SE +/- 0.00, N = 6SE +/- 0.00, N = 5SE +/- 0.00, N = 6SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 36.676.256.245.855.715.713.983.883.463.172.962.552.062.021.681.31MIN: 5.85 / MAX: 6.76MIN: 5.68 / MAX: 6.29MIN: 6.1 / MAX: 6.29MIN: 5.65 / MAX: 5.99MIN: 5.59 / MAX: 5.75MIN: 5.08 / MAX: 5.78MIN: 3.64 / MAX: 4.02MIN: 3.57 / MAX: 3.92MIN: 3.41 / MAX: 3.47MIN: 3.09 / MAX: 3.19MIN: 2.92 / MAX: 2.99MIN: 2.28 / MAX: 2.57MIN: 2.04 / MAX: 2.07MIN: 2 / MAX: 2.04MIN: 1.67MIN: 1.3 / MAX: 1.32

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 Platinum 82802 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Platinum 8275CL NUMA offXeon Platinum 82802 x Xeon Gold 6226RXeon Platinum 8259CLXeon W-3275M2 x Xeon Gold 5220R2 x Xeon Platinum 8275CLXeon Gold 6226R2 x Xeon Silver 4216Xeon Gold 5220RXeon Gold 5218Xeon Silver 4216EPYC 2 7R32160320480640800SE +/- 0.03597, N = 3SE +/- 0.01740, N = 3SE +/- 0.02555, N = 3SE +/- 0.02611, N = 3SE +/- 0.01386, N = 3SE +/- 0.01218, N = 3SE +/- 0.00834, N = 3SE +/- 0.01662, N = 3SE +/- 0.00643, N = 3SE +/- 0.29660, N = 3SE +/- 0.01762, N = 3SE +/- 0.01146, N = 3SE +/- 0.02138, N = 3SE +/- 0.01482, N = 3SE +/- 0.02504, N = 3SE +/- 7.24186, N = 37.460507.636518.7479410.4841011.2900011.3282012.7059013.4504015.7542017.7549017.9735023.7028028.4532034.6031045.05020730.30600MIN: 698.321. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl

MKL-DNN DNNL

Harness: Convolution Batch conv_googlenet_v3 - Data Type: f32

OpenBenchmarking.orgms, Fewer Is BetterMKL-DNN DNNL 1.1Harness: Convolution Batch conv_googlenet_v3 - Data Type: f322 x Xeon Platinum 82802 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Platinum 8275CL2 x Xeon Gold 6226RXeon Platinum 8280EPYC 2 7R32Xeon Platinum 8259CLXeon W-3275M2 x Xeon Gold 5220RXeon Gold 6226R2 x Xeon Silver 4216Xeon Gold 5220RXeon Gold 5218Xeon Silver 42164080120160200SE +/- 0.09, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.10, N = 3SE +/- 0.17, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.19, N = 3SE +/- 0.04, N = 3SE +/- 0.07, N = 3SE +/- 0.06, N = 3SE +/- 0.07, N = 3SE +/- 0.04, N = 3SE +/- 0.24, N = 3SE +/- 0.03, N = 3SE +/- 0.06, N = 323.1825.0525.0725.7733.6336.3742.0842.5448.0649.8754.8269.1487.54108.16131.09171.43MIN: 32.49MIN: 34.65MIN: 41.31MIN: 40.72MIN: 47.62MIN: 44.78MIN: 54.08MIN: 68.48MIN: 86.64MIN: 106.43MIN: 130.56MIN: 170.751. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl

Blender

Blend File: Fishy Cat - Compute: CPU-Only

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.82Blend File: Fishy Cat - Compute: CPU-OnlyEPYC 2 7R322 x Xeon Platinum 82802 x Xeon Platinum 8275CL2 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Gold 6226R2 x Xeon Gold 5220RXeon Platinum 8280Xeon W-3275M2 x Xeon Silver 4216Xeon Platinum 8259CLXeon Gold 6226RXeon Gold 5220RXeon Gold 5218Xeon Silver 421650100150200250SE +/- 0.05, N = 3SE +/- 0.03, N = 3SE +/- 0.05, N = 3SE +/- 0.13, N = 3SE +/- 0.11, N = 3SE +/- 0.14, N = 3SE +/- 0.20, N = 3SE +/- 0.06, N = 3SE +/- 0.16, N = 3SE +/- 0.05, N = 3SE +/- 0.19, N = 3SE +/- 0.08, N = 3SE +/- 0.05, N = 3SE +/- 0.11, N = 3SE +/- 0.05, N = 3SE +/- 0.07, N = 365.6766.3969.9370.0479.0079.2296.4198.24110.67118.09125.35134.22173.95175.95229.28229.71

DeepSpeech

Acceleration: CPU

OpenBenchmarking.orgSeconds, Fewer Is BetterDeepSpeech 0.6Acceleration: CPUEPYC 2 7R322 x Xeon Platinum 8275CLXeon Platinum 8259CL2 x Xeon Platinum 8259CLXeon Platinum 8280Xeon Gold 6226R2 x Xeon Platinum 82802 x Xeon Gold 6226RXeon W-3275M2 x Xeon Gold 5220RXeon Gold 5220RXeon Gold 52182 x Xeon Silver 42162 x Xeon Platinum 8259CL NUMA offXeon Silver 42162 x Xeon Platinum 8275CL NUMA off306090120150SE +/- 0.08, N = 3SE +/- 1.06, N = 3SE +/- 1.18, N = 8SE +/- 0.65, N = 3SE +/- 1.60, N = 3SE +/- 1.84, N = 3SE +/- 1.16, N = 3SE +/- 0.89, N = 3SE +/- 0.15, N = 3SE +/- 0.47, N = 3SE +/- 1.11, N = 3SE +/- 0.75, N = 3SE +/- 0.71, N = 3SE +/- 1.04, N = 3SE +/- 1.22, N = 3SE +/- 2.07, N = 472.82113.14117.36117.73118.09119.79122.22123.39123.85125.12126.08128.41133.01135.05136.00138.26

OSPray

Demo: San Miguel - Renderer: SciVis

OpenBenchmarking.orgFPS, More Is BetterOSPray 1.8.5Demo: San Miguel - Renderer: SciVis2 x Xeon Platinum 82802 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA offEPYC 2 7R322 x Xeon Gold 5220R2 x Xeon Gold 6226RXeon Platinum 8280Xeon W-3275MXeon Platinum 8259CL2 x Xeon Silver 4216Xeon Gold 5220RXeon Gold 6226RXeon Gold 5218Xeon Silver 42161530456075SE +/- 0.62, N = 15SE +/- 0.00, N = 12SE +/- 0.54, N = 12SE +/- 0.00, N = 3SE +/- 0.92, N = 4SE +/- 0.00, N = 12SE +/- 0.00, N = 12SE +/- 0.60, N = 3SE +/- 0.00, N = 12SE +/- 0.00, N = 12SE +/- 0.36, N = 3SE +/- 0.07, N = 12SE +/- 0.00, N = 12SE +/- 0.04, N = 12SE +/- 0.00, N = 12SE +/- 0.00, N = 1269.5266.6763.5462.5061.5858.8243.4842.2738.4634.4832.9727.8423.2622.6918.8714.71MIN: 37.04 / MAX: 71.43MIN: 55.56MIN: 35.71 / MAX: 66.67MIN: 35.71MIN: 55.56 / MAX: 62.5MIN: 52.63 / MAX: 62.5MIN: 28.57 / MAX: 45.45MIN: 28.57 / MAX: 43.48MIN: 37.04MIN: 30.3 / MAX: 35.71MIN: 32.26 / MAX: 33.33MIN: 17.86 / MAX: 28.57MIN: 21.74 / MAX: 23.81MIN: 21.74 / MAX: 22.73MIN: 18.52 / MAX: 19.23MIN: 14.29 / MAX: 14.93

Appleseed

Scene: Material Tester

OpenBenchmarking.orgSeconds, Fewer Is BetterAppleseed 2.0 BetaScene: Material TesterXeon Platinum 8280Xeon W-3275MXeon Platinum 8259CLXeon Gold 6226RXeon Gold 5220REPYC 2 7R32Xeon Gold 52182 x Xeon Platinum 8259CL2 x Xeon Gold 6226RXeon Silver 42162 x Xeon Platinum 8275CL2 x Xeon Gold 5220R2 x Xeon Platinum 82802 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8259CL NUMA off2 x Xeon Silver 42164080120160200123.98124.15128.00156.61162.86175.19179.75185.23185.36188.78189.30189.46193.44194.85197.29197.74

Timed Linux Kernel Compilation

Time To Compile

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Linux Kernel Compilation 5.4Time To CompileEPYC 2 7R322 x Xeon Platinum 8275CL2 x Xeon Platinum 82802 x Xeon Platinum 8259CL2 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8259CL NUMA offXeon W-3275M2 x Xeon Gold 6226R2 x Xeon Gold 5220RXeon Platinum 8280Xeon Platinum 8259CL2 x Xeon Silver 4216Xeon Gold 6226RXeon Gold 5220RXeon Gold 5218Xeon Silver 42161632486480SE +/- 0.19, N = 13SE +/- 0.24, N = 13SE +/- 0.25, N = 14SE +/- 0.23, N = 14SE +/- 0.38, N = 14SE +/- 0.37, N = 14SE +/- 0.35, N = 9SE +/- 0.37, N = 8SE +/- 0.34, N = 10SE +/- 0.42, N = 8SE +/- 0.44, N = 7SE +/- 0.41, N = 10SE +/- 0.88, N = 3SE +/- 0.87, N = 4SE +/- 0.88, N = 4SE +/- 0.99, N = 424.0127.1027.3127.5829.2629.2836.3736.6036.7040.9041.1445.3257.7759.0167.1671.77

Mlpack Benchmark

Benchmark: scikit_ica

OpenBenchmarking.orgSeconds, Fewer Is BetterMlpack BenchmarkBenchmark: scikit_icaEPYC 2 7R322 x Xeon Platinum 8275CL2 x Xeon Platinum 8275CL NUMA offXeon W-3275M2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CLXeon Platinum 8259CLXeon Gold 6226R2 x Xeon Platinum 8280Xeon Platinum 8280Xeon Gold 5220RXeon Gold 52182 x Xeon Gold 6226R2 x Xeon Gold 5220RXeon Silver 42162 x Xeon Silver 421620406080100SE +/- 0.48, N = 15SE +/- 0.51, N = 15SE +/- 0.26, N = 3SE +/- 0.11, N = 3SE +/- 0.35, N = 3SE +/- 0.80, N = 3SE +/- 0.34, N = 3SE +/- 0.45, N = 3SE +/- 0.59, N = 3SE +/- 0.21, N = 3SE +/- 0.25, N = 3SE +/- 0.44, N = 3SE +/- 0.30, N = 3SE +/- 1.07, N = 4SE +/- 0.80, N = 3SE +/- 1.29, N = 349.4753.5053.6654.9157.6958.4861.2061.8263.3567.3668.1968.7874.6377.4181.3694.45

PyPerformance

Benchmark: python_startup

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: python_startup2 x Xeon Gold 6226RXeon Gold 6226RXeon Gold 52182 x Xeon Gold 5220RXeon Platinum 82802 x Xeon Platinum 8280Xeon Gold 5220R2 x Xeon Platinum 8259CLXeon Platinum 8259CLXeon Silver 42162 x Xeon Silver 4216EPYC 2 7R32Xeon W-3275M2 x Xeon Platinum 8259CL NUMA off510152025SE +/- 0.03, N = 3SE +/- 0.09, N = 3SE +/- 0.06, N = 3SE +/- 0.00, N = 3SE +/- 0.07, N = 3SE +/- 0.03, N = 3SE +/- 0.00, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.00, N = 3SE +/- 0.09, N = 3SE +/- 0.03, N = 310.911.011.111.211.211.211.311.311.415.415.416.317.722.6

Radiance Benchmark

Test: SMP Parallel

OpenBenchmarking.orgSeconds, Fewer Is BetterRadiance Benchmark 5.0Test: SMP ParallelEPYC 2 7R32Xeon W-3275M2 x Xeon Platinum 82802 x Xeon Platinum 8275CL NUMA off2 x Xeon Gold 5220R2 x Xeon Platinum 8275CL2 x Xeon Gold 6226RXeon Platinum 8280Xeon Gold 5218Xeon Gold 6226RXeon Gold 5220R2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CLXeon Platinum 8259CL2 x Xeon Silver 4216Xeon Silver 421670140210280350219.65219.84226.08227.16230.56232.70233.04235.00241.90242.00242.52255.59258.34273.13281.25299.74

Build2

Time To Compile

OpenBenchmarking.orgSeconds, Fewer Is BetterBuild2 0.12Time To CompileEPYC 2 7R322 x Xeon Platinum 82802 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CLXeon W-3275M2 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Gold 6226R2 x Xeon Gold 5220RXeon Platinum 8280Xeon Platinum 8259CL2 x Xeon Silver 4216Xeon Gold 6226RXeon Gold 5220RXeon Gold 5218Xeon Silver 421620406080100SE +/- 0.40, N = 3SE +/- 0.09, N = 3SE +/- 0.09, N = 3SE +/- 0.75, N = 6SE +/- 0.14, N = 3SE +/- 0.49, N = 3SE +/- 0.19, N = 3SE +/- 0.09, N = 3SE +/- 0.13, N = 3SE +/- 0.13, N = 3SE +/- 0.03, N = 3SE +/- 0.11, N = 3SE +/- 0.05, N = 3SE +/- 0.15, N = 3SE +/- 0.08, N = 3SE +/- 0.15, N = 359.9662.7864.4264.5066.4266.6769.2070.6172.1574.1276.1586.3388.9891.64101.72109.70

Blender

Blend File: BMW27 - Compute: CPU-Only

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.82Blend File: BMW27 - Compute: CPU-Only2 x Xeon Platinum 82802 x Xeon Platinum 8275CL2 x Xeon Platinum 8275CL NUMA offEPYC 2 7R322 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Gold 6226R2 x Xeon Gold 5220RXeon Platinum 8280Xeon W-3275M2 x Xeon Silver 4216Xeon Platinum 8259CLXeon Gold 6226RXeon Gold 5220RXeon Silver 4216Xeon Gold 5218306090120150SE +/- 0.09, N = 3SE +/- 0.14, N = 3SE +/- 0.08, N = 3SE +/- 0.10, N = 3SE +/- 0.11, N = 3SE +/- 0.05, N = 3SE +/- 0.04, N = 3SE +/- 0.13, N = 3SE +/- 0.09, N = 3SE +/- 0.12, N = 3SE +/- 0.15, N = 3SE +/- 0.14, N = 3SE +/- 0.17, N = 3SE +/- 0.23, N = 3SE +/- 0.29, N = 3SE +/- 0.28, N = 338.7941.6841.7241.7647.6348.0059.4560.6769.8074.9678.7286.89111.82113.30149.02149.39

OSPray

Demo: NASA Streamlines - Renderer: Path Tracer

OpenBenchmarking.orgFPS, More Is BetterOSPray 1.8.5Demo: NASA Streamlines - Renderer: Path Tracer2 x Xeon Platinum 82802 x Xeon Platinum 8275CL2 x Xeon Platinum 8275CL NUMA offEPYC 2 7R322 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Gold 6226R2 x Xeon Gold 5220RXeon Platinum 8280Xeon W-3275MXeon Platinum 8259CL2 x Xeon Silver 4216Xeon Gold 6226RXeon Gold 5220RXeon Gold 5218Xeon Silver 421648121620SE +/- 0.000, N = 12SE +/- 0.073, N = 4SE +/- 0.000, N = 12SE +/- 0.068, N = 4SE +/- 0.000, N = 3SE +/- 0.080, N = 3SE +/- 0.037, N = 3SE +/- 0.000, N = 12SE +/- 0.030, N = 3SE +/- 0.006, N = 12SE +/- 0.022, N = 3SE +/- 0.000, N = 12SE +/- 0.008, N = 4SE +/- 0.000, N = 12SE +/- 0.006, N = 3SE +/- 0.000, N = 1518.18017.02016.95016.60015.62515.54010.56010.4209.4908.6908.0906.6205.5205.3804.3703.410MIN: 12.2 / MAX: 18.52MIN: 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: 8.77 / MAX: 10.75MIN: 8.47 / MAX: 10.53MIN: 9.26 / MAX: 9.62MIN: 8.33 / MAX: 9.01MIN: 7.94 / MAX: 8.2MIN: 5.52 / MAX: 6.76MIN: 5.43 / MAX: 5.62MIN: 5.29 / MAX: 5.46MIN: 4.29 / MAX: 4.44MIN: 3.33 / MAX: 3.45

Appleseed

Scene: Disney Material

OpenBenchmarking.orgSeconds, Fewer Is BetterAppleseed 2.0 BetaScene: Disney MaterialEPYC 2 7R322 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 82802 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Gold 6226R2 x Xeon Gold 5220RXeon Platinum 8280Xeon W-3275M2 x Xeon Silver 4216Xeon Platinum 8259CLXeon Gold 6226RXeon Gold 5220RXeon Gold 5218Xeon Silver 4216408012016020062.4368.2068.6168.6273.2273.5884.8488.86103.83106.64107.50120.17155.23158.77182.56194.40

Stockfish

Total Time

OpenBenchmarking.orgNodes Per Second, More Is BetterStockfish 9Total Time2 x Xeon Platinum 8280EPYC 2 7R322 x Xeon Platinum 8275CL2 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Gold 6226R2 x Xeon Gold 5220RXeon Platinum 8280Xeon W-3275M2 x Xeon Silver 4216Xeon Platinum 8259CLXeon Gold 6226RXeon Gold 5220RXeon Gold 5218Xeon Silver 421630M60M90M120M150MSE +/- 902995.35, N = 3SE +/- 1223161.47, N = 3SE +/- 734636.23, N = 3SE +/- 996126.46, N = 3SE +/- 102308.18, N = 3SE +/- 336693.20, N = 3SE +/- 956232.23, N = 3SE +/- 316618.77, N = 3SE +/- 829358.84, N = 3SE +/- 709349.35, N = 3SE +/- 553774.93, N = 3SE +/- 114508.53, N = 3SE +/- 324752.06, N = 3SE +/- 184471.68, N = 3SE +/- 188043.56, N = 3SE +/- 406404.40, N = 3119715795116765028109874307108412514104106676103513853752037297423582962891312611706516056969654437117397762923816732632424332311745761. (CXX) g++ options: -m64 -lpthread -fno-exceptions -std=c++11 -pedantic -O3 -msse -msse3 -mpopcnt -flto

Chaos Group V-RAY

Mode: CPU

OpenBenchmarking.orgKsamples, More Is BetterChaos Group V-RAY 4.10.07Mode: CPU2 x Xeon Platinum 8280EPYC 2 7R322 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Gold 5220R2 x Xeon Gold 6226RXeon Platinum 8280Xeon W-3275MXeon Platinum 8259CL2 x Xeon Silver 4216Xeon Gold 6226RXeon Gold 5220RXeon Silver 4216Xeon Gold 521814K28K42K56K70KSE +/- 474.70, N = 3SE +/- 183.86, N = 3SE +/- 399.24, N = 3SE +/- 223.71, N = 3SE +/- 48.95, N = 3SE +/- 332.60, N = 3SE +/- 178.87, N = 3SE +/- 369.19, N = 3SE +/- 306.00, N = 3SE +/- 401.71, N = 3SE +/- 88.49, N = 3SE +/- 223.28, N = 3SE +/- 58.00, N = 3SE +/- 50.25, N = 3SE +/- 34.43, N = 3SE +/- 69.72, N = 364331628975852558326530515180340270347493471033014290612759222074218861710516981

NAS Parallel Benchmarks

Test / Class: EP.D

OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: EP.D2 x Xeon Platinum 82802 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Gold 6226R2 x Xeon Gold 5220REPYC 2 7R32Xeon Platinum 8280Xeon W-3275M2 x Xeon Silver 4216Xeon Platinum 8259CLXeon Gold 6226RXeon Gold 5220RXeon Gold 5218Xeon Silver 421613002600390052006500SE +/- 148.86, N = 12SE +/- 89.39, N = 3SE +/- 84.22, N = 3SE +/- 124.07, N = 12SE +/- 54.90, N = 4SE +/- 5.75, N = 3SE +/- 46.76, N = 4SE +/- 4.09, N = 3SE +/- 2.84, N = 3SE +/- 38.58, N = 4SE +/- 8.86, N = 3SE +/- 6.98, N = 3SE +/- 4.92, N = 3SE +/- 6.21, N = 36284.655310.165284.343969.603780.593570.463283.383210.523144.702677.642094.531966.611635.781571.491. (F9X) gfortran options: -O3 -march=native -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi2. 2 x Xeon Platinum 8280: Open MPI 4.0.3rc43. 2 x Xeon Platinum 8259CL: Open MPI 3.1.34. 2 x Xeon Platinum 8259CL NUMA off: Open MPI 3.1.35. 2 x Xeon Gold 6226R: Open MPI 4.0.3rc46. 2 x Xeon Gold 5220R: Open MPI 4.0.3rc47. EPYC 2 7R32: Open MPI 3.1.38. Xeon Platinum 8280: Open MPI 4.0.3rc49. Xeon W-3275M: Open MPI 3.1.310. 2 x Xeon Silver 4216: Open MPI 4.0.3rc411. Xeon Platinum 8259CL: Open MPI 3.1.312. Xeon Gold 6226R: Open MPI 4.0.3rc413. Xeon Gold 5220R: Open MPI 4.0.3rc414. Xeon Gold 5218: Open MPI 4.0.3rc415. Xeon Silver 4216: Open MPI 4.0.3rc4

Renaissance

Test: Apache Spark PageRank

OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.10.0Test: Apache Spark PageRankXeon Platinum 8280Xeon W-3275MEPYC 2 7R32Xeon Gold 5220RXeon Gold 6226RXeon Platinum 8259CL2 x Xeon Platinum 8280Xeon Gold 52182 x Xeon Platinum 8275CL2 x Xeon Gold 6226R2 x Xeon Gold 5220R2 x Xeon Platinum 8275CL NUMA offXeon Silver 42162 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Silver 42166K12K18K24K30KSE +/- 169.44, N = 5SE +/- 165.27, N = 5SE +/- 198.48, N = 5SE +/- 217.63, N = 5SE +/- 29.95, N = 5SE +/- 154.16, N = 5SE +/- 286.23, N = 6SE +/- 172.76, N = 5SE +/- 181.72, N = 25SE +/- 165.91, N = 5SE +/- 255.27, N = 5SE +/- 286.23, N = 5SE +/- 195.96, N = 5SE +/- 278.82, N = 5SE +/- 232.21, N = 5SE +/- 374.59, N = 520621.2321015.5421641.9521704.4921743.0222226.8523588.4023703.0324505.9624522.2224540.7224666.3625271.4325275.1625636.6928045.92

LuxCoreRender

Scene: DLSC

OpenBenchmarking.orgM samples/sec, More Is BetterLuxCoreRender 2.3Scene: DLSCEPYC 2 7R322 x Xeon Platinum 82802 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Gold 6226R2 x Xeon Gold 5220RXeon Platinum 8280Xeon W-3275M2 x Xeon Silver 4216Xeon Platinum 8259CLXeon Gold 6226RXeon Gold 5220RXeon Silver 4216Xeon Gold 5218246810SE +/- 0.0970, N = 3SE +/- 0.0948, N = 3SE +/- 0.0164, N = 3SE +/- 0.0262, N = 3SE +/- 0.0353, N = 3SE +/- 0.0279, N = 3SE +/- 0.0036, N = 3SE +/- 0.0120, N = 3SE +/- 0.0032, N = 3SE +/- 0.0035, N = 3SE +/- 0.0265, N = 3SE +/- 0.0050, N = 3SE +/- 0.0145, N = 3SE +/- 0.0243, N = 3SE +/- 0.0165, N = 3SE +/- 0.0034, N = 37.28007.19006.75006.73005.88005.86004.51834.44003.79003.53003.43003.04002.35002.32001.77001.7400MIN: 7.01 / MAX: 7.86MIN: 6.83 / MAX: 7.6MIN: 6.62 / MAX: 7.08MIN: 6.54 / MAX: 7.08MIN: 5.75 / MAX: 6.19MIN: 5.7 / MAX: 6.16MIN: 4.4 / MAX: 4.76MIN: 4.34 / MAX: 4.63MIN: 3.65 / MAX: 3.94MIN: 3.46 / MAX: 3.66MIN: 3.33 / MAX: 3.63MIN: 2.93 / MAX: 3.16MIN: 2.24 / MAX: 2.46MIN: 2.2 / MAX: 2.43MIN: 1.68 / MAX: 1.85MIN: 1.67 / MAX: 1.79

Renaissance

Test: Apache Spark Bayes

OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.10.0Test: Apache Spark BayesXeon Platinum 8280Xeon W-3275MXeon Gold 6226RXeon Platinum 8259CLEPYC 2 7R32Xeon Gold 5220R2 x Xeon Platinum 82802 x Xeon Gold 6226RXeon Gold 52182 x Xeon Platinum 8259CLXeon Silver 42162 x Xeon Gold 5220R2 x Xeon Platinum 8259CL NUMA off2 x Xeon Silver 42162 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CL11002200330044005500SE +/- 19.41, N = 5SE +/- 30.38, N = 7SE +/- 28.09, N = 25SE +/- 26.07, N = 25SE +/- 26.28, N = 25SE +/- 38.41, N = 5SE +/- 36.17, N = 25SE +/- 38.94, N = 25SE +/- 26.06, N = 25SE +/- 47.41, N = 25SE +/- 37.40, N = 25SE +/- 42.87, N = 25SE +/- 55.66, N = 25SE +/- 65.14, N = 25SE +/- 57.72, N = 25SE +/- 90.85, N = 252674.182743.622856.853017.333057.063150.103228.633405.413477.333495.613588.693662.773813.754199.414510.835185.62

John The Ripper

Test: MD5

OpenBenchmarking.orgReal C/S, More Is BetterJohn The Ripper 1.9.0-jumbo-1Test: MD52 x Xeon Platinum 82802 x Xeon Platinum 8275CL2 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Gold 6226R2 x Xeon Gold 5220RXeon Platinum 8280EPYC 2 7R322 x Xeon Silver 4216Xeon W-3275MXeon Platinum 8259CLXeon Gold 6226RXeon Gold 5220RXeon Gold 5218Xeon Silver 42162M4M6M8M10MSE +/- 67263.16, N = 3SE +/- 5783.12, N = 3SE +/- 39218.76, N = 3SE +/- 11259.56, N = 3SE +/- 41921.89, N = 3SE +/- 17032.65, N = 3SE +/- 9643.65, N = 3SE +/- 14468.36, N = 3SE +/- 30550.50, N = 3SE +/- 4509.25, N = 3SE +/- 14294.52, N = 3SE +/- 9073.77, N = 3SE +/- 11015.14, N = 3SE +/- 6806.86, N = 3SE +/- 8171.77, N = 3SE +/- 1452.97, N = 378800007388333735066766083336554667497766748210004090000397200037640003654000338400025830002506000191266718933331. (CC) gcc options: -m64 -lssl -lcrypto -fopenmp -lgmp -pthread -lm -lz -ldl -lcrypt -lbz2

NAMD

ATPase Simulation - 327,506 Atoms

OpenBenchmarking.orgdays/ns, Fewer Is BetterNAMD 2.13ATPase Simulation - 327,506 Atoms2 x Xeon Platinum 82802 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA offEPYC 2 7R322 x Xeon Gold 6226R2 x Xeon Gold 5220RXeon Platinum 82802 x Xeon Silver 4216Xeon W-3275MXeon Platinum 8259CLXeon Gold 6226RXeon Gold 5220RXeon Gold 5218Xeon Silver 42160.34140.68281.02421.36561.707SE +/- 0.00133, N = 3SE +/- 0.00038, N = 3SE +/- 0.00012, N = 3SE +/- 0.00084, N = 3SE +/- 0.00104, N = 3SE +/- 0.00612, N = 3SE +/- 0.00060, N = 3SE +/- 0.00193, N = 3SE +/- 0.00775, N = 15SE +/- 0.00063, N = 3SE +/- 0.00117, N = 3SE +/- 0.00122, N = 3SE +/- 0.00100, N = 3SE +/- 0.00193, N = 30.362260.445510.454220.486140.582370.603330.707090.769820.814340.869251.135861.157451.511681.51721

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 Platinum 8280EPYC 2 7R322 x Xeon Platinum 8275CL2 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Gold 6226R2 x Xeon Gold 5220RXeon Platinum 8280Xeon W-3275M2 x Xeon Silver 4216Xeon Platinum 8259CLXeon Gold 6226RXeon Gold 5220RXeon Gold 5218Xeon Silver 42163K6K9K12K15KSE +/- 7.97, N = 3SE +/- 25.92, N = 3SE +/- 4.78, N = 3SE +/- 0.59, N = 3SE +/- 11.90, N = 3SE +/- 7.22, N = 3SE +/- 10.40, N = 3SE +/- 3.52, N = 3SE +/- 11.11, N = 3SE +/- 41.02, N = 3SE +/- 109.20, N = 3SE +/- 5.52, N = 3SE +/- 9.11, N = 3SE +/- 11.33, N = 3SE +/- 2.59, N = 3SE +/- 13.03, N = 33005.483076.763250.893252.483548.603551.384821.244896.415919.946183.116329.947095.629374.609696.9211821.3012300.30MIN: 2934.55MIN: 3011.81MIN: 3176.52MIN: 3175.14MIN: 3529.41MIN: 3527.13MIN: 4760.44MIN: 4854.07MIN: 5895.99MIN: 5934.01MIN: 6190.58MIN: 7085.95MIN: 9350.22MIN: 9656.48MIN: 11811.3MIN: 122541. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl

Basis Universal

Settings: ETC1S

OpenBenchmarking.orgSeconds, Fewer Is BetterBasis Universal 1.12Settings: ETC1SXeon W-3275MXeon Platinum 82802 x Xeon Platinum 8275CL2 x Xeon Platinum 82802 x Xeon Platinum 8275CL NUMA offEPYC 2 7R322 x Xeon Gold 5220RXeon Gold 6226R2 x Xeon Gold 6226RXeon Gold 5220RXeon Platinum 8259CL2 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA offXeon Gold 52182 x Xeon Silver 4216Xeon Silver 42161530456075SE +/- 0.48, N = 3SE +/- 0.12, N = 3SE +/- 0.15, N = 3SE +/- 0.11, N = 3SE +/- 0.04, N = 3SE +/- 0.03, N = 3SE +/- 0.21, N = 3SE +/- 0.05, N = 3SE +/- 0.18, N = 3SE +/- 0.23, N = 3SE +/- 0.05, N = 3SE +/- 0.09, N = 3SE +/- 0.06, N = 3SE +/- 0.31, N = 3SE +/- 0.14, N = 3SE +/- 0.08, N = 347.6551.4552.6152.6953.1454.3154.5554.7954.9556.0257.4057.8358.2858.4765.6467.461. (CXX) g++ options: -std=c++11 -fvisibility=hidden -fPIC -fno-strict-aliasing -O3 -rdynamic -lm -lpthread

PyPerformance

Benchmark: float

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: floatXeon W-3275MXeon Platinum 82802 x Xeon Platinum 82802 x Xeon Gold 5220R2 x Xeon Gold 6226RXeon Gold 5220RXeon Gold 5218Xeon Gold 6226RXeon Platinum 8259CL2 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA offXeon Silver 42162 x Xeon Silver 4216306090120150SE +/- 0.12, N = 3SE +/- 0.33, N = 3SE +/- 0.33, N = 3SE +/- 0.33, N = 394.5109.0109.0113.0113.0114.0114.0115.0122.0123.0123.0137.0137.0

Himeno Benchmark

Poisson Pressure Solver

OpenBenchmarking.orgMFLOPS, More Is BetterHimeno Benchmark 3.0Poisson Pressure SolverXeon W-3275MEPYC 2 7R322 x Xeon Platinum 8280Xeon Platinum 82802 x Xeon Platinum 8275CL2 x Xeon Platinum 8275CL NUMA off2 x Xeon Gold 6226RXeon Gold 52182 x Xeon Gold 5220RXeon Gold 6226RXeon Gold 5220RXeon Platinum 8259CL2 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA offXeon Silver 42162 x Xeon Silver 42168001600240032004000SE +/- 3.72, N = 3SE +/- 22.45, N = 3SE +/- 5.39, N = 3SE +/- 4.11, N = 3SE +/- 0.96, N = 3SE +/- 1.27, N = 3SE +/- 0.77, N = 3SE +/- 1.15, N = 3SE +/- 5.10, N = 3SE +/- 1.26, N = 3SE +/- 1.90, N = 3SE +/- 1.29, N = 3SE +/- 1.57, N = 3SE +/- 2.97, N = 3SE +/- 1.23, N = 3SE +/- 1.18, N = 33866.093769.723514.603510.213440.523430.773410.383405.043404.693401.163398.403152.503147.913130.862823.602817.671. (CC) gcc options: -O3 -mavx2

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 Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Platinum 8280Xeon Platinum 8280Xeon Platinum 8259CLXeon W-3275M2 x Xeon Platinum 8275CL NUMA off2 x Xeon Gold 5220R2 x Xeon Gold 6226RXeon Gold 6226RXeon Gold 5220R2 x Xeon Silver 4216Xeon Gold 52182 x Xeon Platinum 8275CLXeon Silver 4216EPYC 2 7R32306090120150SE +/- 0.00908, N = 3SE +/- 0.01481, N = 3SE +/- 0.04146, N = 4SE +/- 0.00398, N = 3SE +/- 0.00119, N = 3SE +/- 0.03226, N = 3SE +/- 0.01731, N = 3SE +/- 0.03777, N = 3SE +/- 0.03959, N = 3SE +/- 0.01160, N = 3SE +/- 0.02448, N = 3SE +/- 0.04012, N = 3SE +/- 0.00870, N = 3SE +/- 0.06319, N = 3SE +/- 0.03131, N = 3SE +/- 0.23997, N = 32.781933.048663.110023.231213.432363.592183.847464.086054.117794.538214.610544.826034.838755.367085.59275149.33900MIN: 144.741. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl

MKL-DNN DNNL

Harness: IP Batch All - Data Type: f32

OpenBenchmarking.orgms, Fewer Is BetterMKL-DNN DNNL 1.1Harness: IP Batch All - Data Type: f322 x Xeon Platinum 8259CL NUMA offXeon Platinum 8280Xeon W-3275MXeon Platinum 8259CLXeon Gold 6226REPYC 2 7R32Xeon Gold 5220RXeon Gold 52182 x Xeon Platinum 82802 x Xeon Platinum 8259CLXeon Silver 42162 x Xeon Gold 6226R2 x Xeon Gold 5220R2 x Xeon Silver 42162 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CL510152025SE +/- 0.00603, N = 3SE +/- 0.00854, N = 3SE +/- 0.10112, N = 3SE +/- 0.03341, N = 3SE +/- 0.01593, N = 3SE +/- 0.01277, N = 3SE +/- 0.00905, N = 3SE +/- 0.02892, N = 3SE +/- 0.01419, N = 3SE +/- 0.03588, N = 3SE +/- 0.01401, N = 3SE +/- 0.06373, N = 3SE +/- 0.02232, N = 3SE +/- 0.05182, N = 3SE +/- 0.00546, N = 3SE +/- 0.07053, N = 36.658426.795097.544397.890718.842338.883908.907959.309599.524669.9766910.1930010.5239010.6348011.4215012.6820019.10300MIN: 6.25MIN: 6.68MIN: 6.71MIN: 7.76MIN: 8.73MIN: 8.36MIN: 8.69MIN: 9.16MIN: 9.28MIN: 9.62MIN: 9.79MIN: 10.17MIN: 10.26MIN: 11.02MIN: 12.39MIN: 18.631. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl

PyPerformance

Benchmark: regex_compile

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: regex_compileXeon W-3275MXeon Platinum 82802 x Xeon Platinum 82802 x Xeon Gold 5220RXeon Gold 52182 x Xeon Gold 6226RXeon Gold 5220RXeon Gold 6226R2 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA offXeon Platinum 8259CLXeon Silver 42162 x Xeon Silver 4216EPYC 2 7R3250100150200250SE +/- 1.20, N = 3SE +/- 0.33, N = 3SE +/- 0.33, N = 3157164164167167167168168200200200204204213

NAS Parallel Benchmarks

Test / Class: BT.C

OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: BT.C2 x Xeon Platinum 8280EPYC 2 7R322 x Xeon Platinum 8259CL2 x Xeon Gold 5220R2 x Xeon Platinum 8259CL NUMA off2 x Xeon Gold 6226RXeon Platinum 8280Xeon W-3275M2 x Xeon Silver 4216Xeon Gold 6226RXeon Platinum 8259CLXeon Gold 5220RXeon Gold 5218Xeon Silver 421630K60K90K120K150KSE +/- 78.84, N = 3SE +/- 500.22, N = 3SE +/- 107.83, N = 3SE +/- 42.06, N = 3SE +/- 64.74, N = 3SE +/- 86.40, N = 3SE +/- 52.95, N = 3SE +/- 127.07, N = 3SE +/- 124.40, N = 3SE +/- 27.55, N = 3SE +/- 15.49, N = 3SE +/- 44.99, N = 3SE +/- 54.74, N = 3SE +/- 4.15, N = 3136046.53106415.53104107.99100761.2984766.1477470.6771842.3469347.5865509.9856576.1251975.3550787.7948617.0546389.791. (F9X) gfortran options: -O3 -march=native -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi2. 2 x Xeon Platinum 8280: Open MPI 4.0.3rc43. EPYC 2 7R32: Open MPI 3.1.34. 2 x Xeon Platinum 8259CL: Open MPI 3.1.35. 2 x Xeon Gold 5220R: Open MPI 4.0.3rc46. 2 x Xeon Platinum 8259CL NUMA off: Open MPI 3.1.37. 2 x Xeon Gold 6226R: Open MPI 4.0.3rc48. Xeon Platinum 8280: Open MPI 4.0.3rc49. Xeon W-3275M: Open MPI 3.1.310. 2 x Xeon Silver 4216: Open MPI 4.0.3rc411. Xeon Gold 6226R: Open MPI 4.0.3rc412. Xeon Platinum 8259CL: Open MPI 3.1.313. Xeon Gold 5220R: Open MPI 4.0.3rc414. Xeon Gold 5218: Open MPI 4.0.3rc415. Xeon Silver 4216: Open MPI 4.0.3rc4

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 Platinum 82802 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Gold 6226RXeon Platinum 82802 x Xeon Gold 5220RXeon W-3275MXeon Platinum 8259CL2 x Xeon Silver 4216Xeon Gold 6226RXeon Gold 5220RXeon Gold 5218Xeon Silver 4216918273645SE +/- 0.00328, N = 3SE +/- 0.00469, N = 3SE +/- 0.00882, N = 3SE +/- 0.00811, N = 3SE +/- 0.00172, N = 3SE +/- 0.00770, N = 3SE +/- 0.00390, N = 3SE +/- 0.00301, N = 3SE +/- 0.24390, N = 4SE +/- 0.00403, N = 3SE +/- 0.00466, N = 3SE +/- 0.00584, N = 3SE +/- 0.01559, N = 3SE +/- 0.00339, N = 3SE +/- 0.00904, N = 37.929128.647078.712349.187519.2066511.6076014.0780015.2177016.5906017.3217020.5163022.4243029.9173039.9985040.01920MIN: 8.43MIN: 8.5MIN: 9.03MIN: 9.04MIN: 11.46MIN: 13.95MIN: 15.05MIN: 14.98MIN: 17.21MIN: 20.35MIN: 22.32MIN: 29.42MIN: 39.89MIN: 39.91. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl

Embree

Binary: Pathtracer - Model: Asian Dragon Obj

OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 3.6.1Binary: Pathtracer - Model: Asian Dragon Obj2 x Xeon Platinum 8280EPYC 2 7R322 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Gold 5220R2 x Xeon Gold 6226RXeon Platinum 8280Xeon W-3275M2 x Xeon Silver 4216Xeon Platinum 8259CLXeon Gold 5220RXeon Gold 6226RXeon Silver 4216Xeon Gold 52181224364860SE +/- 0.11, N = 3SE +/- 0.03, N = 3SE +/- 0.04, N = 3SE +/- 0.05, N = 3SE +/- 0.09, N = 3SE +/- 0.34, N = 3SE +/- 0.05, N = 3SE +/- 0.01, N = 3SE +/- 0.06, N = 3SE +/- 0.01, N = 3SE +/- 0.05, N = 3SE +/- 0.02, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 351.7947.5842.7642.4940.8535.6732.3331.3129.2127.2025.5023.7217.8017.4213.8813.85MIN: 50.62 / MAX: 53.17MIN: 46.92 / MAX: 48.74MIN: 42.06 / MAX: 43.59MIN: 41.76 / MAX: 43.28MIN: 40.1 / MAX: 42.54MIN: 34.25 / MAX: 38.16MIN: 31.97 / MAX: 32.83MIN: 31.07 / MAX: 31.76MIN: 28.89 / MAX: 29.61MIN: 26.82 / MAX: 27.54MIN: 25.3 / MAX: 25.83MIN: 23.57 / MAX: 23.92MIN: 17.67 / MAX: 17.93MIN: 17.34 / MAX: 17.59MIN: 13.82 / MAX: 13.97MIN: 13.79 / MAX: 13.97

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 Platinum 82802 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA offEPYC 2 7R322 x Xeon Platinum 8275CL NUMA off2 x Xeon Gold 5220R2 x Xeon Platinum 8275CL2 x Xeon Gold 6226RXeon Platinum 8280Xeon W-3275MXeon Platinum 8259CL2 x Xeon Silver 4216Xeon Gold 5220RXeon Gold 6226RXeon Gold 5218Xeon Silver 42161326395265SE +/- 0.05, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.03, N = 3SE +/- 0.01, N = 3SE +/- 0.04, N = 3SE +/- 0.63, N = 3SE +/- 0.02, N = 3SE +/- 0.02, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 358.6950.9850.8645.4344.7237.1536.6734.8033.0530.3528.2925.0720.3419.3216.7713.49MIN: 56.97 / MAX: 60.91MIN: 49.91 / MAX: 52.27MIN: 49.88 / MAX: 52.05MIN: 44.82 / MAX: 46.53MIN: 43.9 / MAX: 46.32MIN: 36.74 / MAX: 37.69MIN: 34.56 / MAX: 39.51MIN: 34.51 / MAX: 35.32MIN: 32.72 / MAX: 33.4MIN: 29.95 / MAX: 30.77MIN: 28.06 / MAX: 28.6MIN: 24.86 / MAX: 25.34MIN: 20.23 / MAX: 20.53MIN: 19.25 / MAX: 19.46MIN: 16.69 / MAX: 16.88MIN: 13.43 / MAX: 13.59

PyPerformance

Benchmark: django_template

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: django_template2 x Xeon Platinum 8280Xeon Platinum 8280Xeon Gold 5220R2 x Xeon Gold 6226RXeon Gold 52182 x Xeon Gold 5220RXeon Gold 6226RXeon W-3275MXeon Silver 42162 x Xeon Silver 42162 x Xeon Platinum 8259CL NUMA offXeon Platinum 8259CL2 x Xeon Platinum 8259CLEPYC 2 7R321530456075SE +/- 0.07, N = 3SE +/- 0.06, N = 3SE +/- 0.06, N = 3SE +/- 0.03, N = 3SE +/- 0.00, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.67, N = 3SE +/- 0.00, N = 3SE +/- 0.06, N = 3SE +/- 0.07, N = 3SE +/- 0.07, N = 3SE +/- 0.09, N = 3SE +/- 0.09, N = 345.946.247.147.147.247.347.349.957.557.564.164.164.266.4

Basis Universal

Settings: UASTC Level 3

OpenBenchmarking.orgSeconds, Fewer Is BetterBasis Universal 1.12Settings: UASTC Level 3EPYC 2 7R322 x Xeon Platinum 82802 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Gold 6226R2 x Xeon Gold 5220RXeon W-3275MXeon Platinum 82802 x Xeon Silver 4216Xeon Platinum 8259CLXeon Gold 6226RXeon Gold 5220RXeon Gold 5218Xeon Silver 42161326395265SE +/- 0.06, N = 3SE +/- 0.02, N = 3SE +/- 0.00, N = 3SE +/- 0.18, N = 3SE +/- 0.08, N = 3SE +/- 0.02, N = 3SE +/- 0.05, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.03, N = 3SE +/- 0.01, N = 319.1919.8920.9921.0623.0923.1527.2327.9830.6330.6934.6335.9844.9446.7155.2158.251. (CXX) g++ options: -std=c++11 -fvisibility=hidden -fPIC -fno-strict-aliasing -O3 -rdynamic -lm -lpthread

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 Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8280EPYC 2 7R322 x Xeon Platinum 8275CL2 x Xeon Gold 6226R2 x Xeon Gold 5220RXeon Platinum 82802 x Xeon Silver 4216Xeon Platinum 8259CLXeon W-3275MXeon Gold 6226RXeon Gold 5220RXeon Gold 5218Xeon Silver 42161.16252.3253.48754.655.8125SE +/- 0.01953, N = 3SE +/- 0.01483, N = 15SE +/- 0.00571, N = 3SE +/- 0.01437, N = 15SE +/- 0.00673, N = 3SE +/- 0.02693, N = 15SE +/- 0.01296, N = 3SE +/- 0.02205, N = 15SE +/- 0.01072, N = 3SE +/- 0.01245, N = 3SE +/- 0.00893, N = 3SE +/- 0.00575, N = 3SE +/- 0.00644, N = 3SE +/- 0.01148, N = 3SE +/- 0.02145, N = 3SE +/- 0.01398, N = 31.537291.576871.635991.639861.675601.959922.189752.230092.394512.666992.699772.867154.413664.499854.756965.16658MIN: 1.39MIN: 1.29MIN: 1.41MIN: 1.39MIN: 1.59MIN: 1.37MIN: 1.86MIN: 1.82MIN: 2.28MIN: 2.31MIN: 2.46MIN: 2.53MIN: 3.68MIN: 4.19MIN: 4.33MIN: 4.711. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl

John The Ripper

Test: Blowfish

OpenBenchmarking.orgReal C/S, More Is BetterJohn The Ripper 1.9.0-jumbo-1Test: Blowfish2 x Xeon Platinum 82802 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CLEPYC 2 7R322 x Xeon Gold 6226R2 x Xeon Gold 5220RXeon Platinum 82802 x Xeon Silver 4216Xeon W-3275MXeon Platinum 8259CLXeon Gold 6226RXeon Gold 5220RXeon Gold 5218Xeon Silver 421620K40K60K80K100KSE +/- 700.53, N = 3SE +/- 78.50, N = 3SE +/- 465.66, N = 3SE +/- 24.01, N = 3SE +/- 107.83, N = 3SE +/- 203.51, N = 3SE +/- 111.31, N = 3SE +/- 12.50, N = 3SE +/- 99.39, N = 3SE +/- 91.33, N = 3SE +/- 149.28, N = 3SE +/- 8.37, N = 3SE +/- 60.93, N = 3SE +/- 77.98, N = 3SE +/- 6.03, N = 3SE +/- 24.29, N = 3840847832777771709557088866475534855132442864410214032635599271262554721403204241. (CC) gcc options: -m64 -lssl -lcrypto -fopenmp -lgmp -pthread -lm -lz -ldl -lcrypt -lbz2

OSPray

Demo: NASA Streamlines - Renderer: SciVis

OpenBenchmarking.orgFPS, More Is BetterOSPray 1.8.5Demo: NASA Streamlines - Renderer: SciVis2 x Xeon Platinum 82802 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CLEPYC 2 7R322 x Xeon Gold 6226R2 x Xeon Gold 5220RXeon Platinum 8280Xeon W-3275MXeon Platinum 8259CL2 x Xeon Silver 4216Xeon Gold 6226RXeon Gold 5220RXeon Gold 5218Xeon Silver 421620406080100SE +/- 0.00, N = 13SE +/- 0.00, N = 12SE +/- 0.71, N = 9SE +/- 0.00, N = 12SE +/- 0.00, N = 12SE +/- 0.00, N = 12SE +/- 0.00, N = 15SE +/- 0.00, N = 15SE +/- 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 = 1290.9183.3382.6276.9276.9276.9255.5655.5650.0045.4543.4834.4829.4128.5723.2618.18MIN: 29.41MIN: 71.43 / MAX: 90.91MIN: 26.32 / MAX: 90.91MIN: 71.43 / MAX: 83.33MIN: 27.78 / MAX: 83.33MIN: 71.43 / MAX: 83.33MIN: 19.23MIN: 24.39MIN: 43.48MIN: 43.48 / MAX: 47.62MIN: 37.04MIN: 18.87 / MAX: 35.71MIN: 26.32MIN: 26.32 / MAX: 29.41MIN: 22.73 / MAX: 23.81MIN: 17.86 / MAX: 18.52

lzbench

Test: Crush 0 - Process: Decompression

OpenBenchmarking.orgMB/s, More Is Betterlzbench 1.8Test: Crush 0 - Process: DecompressionXeon W-3275MXeon Platinum 82802 x Xeon Platinum 8275CL2 x Xeon Platinum 8275CL NUMA offXeon Gold 5218Xeon Gold 6226R2 x Xeon Platinum 8280Xeon Gold 5220R2 x Xeon Gold 5220R2 x Xeon Gold 6226RXeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CLEPYC 2 7R32Xeon Silver 42162 x Xeon Silver 4216110220330440550SE +/- 0.33, N = 35094404344324304294284284194184043963943803533441. (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: CompressionXeon W-3275MXeon Platinum 8280Xeon Gold 5220RXeon Gold 52182 x Xeon Platinum 82802 x Xeon Platinum 8275CL NUMA offXeon Gold 6226R2 x Xeon Platinum 8275CL2 x Xeon Gold 5220RXeon Platinum 8259CL2 x Xeon Gold 6226R2 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA offXeon Silver 4216EPYC 2 7R322 x Xeon Silver 421620406080100SE +/- 1.00, N = 3SE +/- 0.33, N = 3SE +/- 0.33, N = 3SE +/- 0.33, N = 3SE +/- 0.33, N = 3SE +/- 0.33, N = 3SE +/- 0.58, N = 310910198969695959493919188868281801. (CXX) g++ options: -pthread -fomit-frame-pointer -fstrict-aliasing -ffast-math -O3

NAS Parallel Benchmarks

Test / Class: LU.C

OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: LU.C2 x Xeon Platinum 82802 x Xeon Platinum 8259CL2 x Xeon Gold 5220R2 x Xeon Gold 6226REPYC 2 7R322 x Xeon Platinum 8259CL NUMA off2 x Xeon Silver 4216Xeon Platinum 8280Xeon W-3275MXeon Platinum 8259CLXeon Gold 6226RXeon Gold 5220RXeon Gold 5218Xeon Silver 421630K60K90K120K150KSE +/- 188.25, N = 3SE +/- 55.32, N = 3SE +/- 135.16, N = 3SE +/- 50.65, N = 3SE +/- 139.53, N = 3SE +/- 32.58, N = 3SE +/- 91.80, N = 3SE +/- 82.95, N = 3SE +/- 35.10, N = 3SE +/- 7.82, N = 3SE +/- 30.22, N = 3SE +/- 45.25, N = 3SE +/- 41.33, N = 3SE +/- 38.08, N = 3140090.32120961.91108883.40106268.3399821.8994642.9985606.5374255.6769606.8465522.4658594.5056744.8748143.4946723.011. (F9X) gfortran options: -O3 -march=native -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi2. 2 x Xeon Platinum 8280: Open MPI 4.0.3rc43. 2 x Xeon Platinum 8259CL: Open MPI 3.1.34. 2 x Xeon Gold 5220R: Open MPI 4.0.3rc45. 2 x Xeon Gold 6226R: Open MPI 4.0.3rc46. EPYC 2 7R32: Open MPI 3.1.37. 2 x Xeon Platinum 8259CL NUMA off: Open MPI 3.1.38. 2 x Xeon Silver 4216: Open MPI 4.0.3rc49. Xeon Platinum 8280: Open MPI 4.0.3rc410. Xeon W-3275M: Open MPI 3.1.311. Xeon Platinum 8259CL: Open MPI 3.1.312. Xeon Gold 6226R: Open MPI 4.0.3rc413. Xeon Gold 5220R: Open MPI 4.0.3rc414. Xeon Gold 5218: Open MPI 4.0.3rc415. Xeon Silver 4216: Open MPI 4.0.3rc4

Tungsten Renderer

Scene: Water Caustic

OpenBenchmarking.orgSeconds, Fewer Is BetterTungsten Renderer 0.2.2Scene: Water CausticXeon W-3275M2 x Xeon Platinum 8280Xeon Platinum 8280EPYC 2 7R322 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Gold 6226R2 x Xeon Gold 5220RXeon Gold 6226R2 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA offXeon Gold 5220RXeon Platinum 8259CLXeon Gold 52182 x Xeon Silver 4216Xeon Silver 4216714212835SE +/- 0.10, N = 3SE +/- 0.06, N = 3SE +/- 0.08, N = 3SE +/- 0.02, N = 3SE +/- 0.07, N = 3SE +/- 0.12, N = 3SE +/- 0.05, N = 3SE +/- 0.04, N = 3SE +/- 0.07, N = 3SE +/- 0.09, N = 3SE +/- 0.17, N = 3SE +/- 0.07, N = 3SE +/- 0.06, N = 3SE +/- 0.02, N = 3SE +/- 0.03, N = 3SE +/- 0.12, N = 321.5521.5922.0222.3222.7122.7623.1923.3424.0924.5424.7825.0125.3625.9627.3928.90-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-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-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

Intel MPI Benchmarks

Test: IMB-P2P PingPong

OpenBenchmarking.orgAverage Msg/sec, More Is BetterIntel MPI Benchmarks 2019.3Test: IMB-P2P PingPong2 x Xeon Platinum 8275CL2 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Platinum 82802 x Xeon Gold 6226REPYC 2 7R32Xeon W-3275M2 x Xeon Gold 5220R2 x Xeon Silver 4216Xeon Platinum 8259CLXeon Platinum 8280Xeon Gold 6226RXeon Gold 5220RXeon Gold 5218Xeon Silver 42168M16M24M32M40MSE +/- 12198.08, N = 3SE +/- 131246.22, N = 3SE +/- 105849.64, N = 3SE +/- 80057.86, N = 3SE +/- 66348.18, N = 3SE +/- 41319.75, N = 3SE +/- 40509.97, N = 3SE +/- 59477.15, N = 3SE +/- 12631.77, N = 3SE +/- 20273.79, N = 3SE +/- 30074.61, N = 3SE +/- 33688.94, N = 3SE +/- 19484.28, N = 3SE +/- 20987.71, N = 3SE +/- 10529.89, N = 3SE +/- 7036.00, N = 335954425.3635888907.9932444647.4331988149.2531821690.5520467429.5220348261.0320246604.6219650424.3317176230.5416759832.2616653864.7710620968.6110276849.529066471.048923779.55MIN: 2889 / MAX: 93907202MIN: 2551 / MAX: 94279351MIN: 5770 / MAX: 85492119MIN: 9163 / MAX: 84595469MIN: 9950 / MAX: 90956260MIN: 7824 / MAX: 55096192MIN: 6272 / MAX: 47546902MIN: 5167 / MAX: 52108336MIN: 8143 / MAX: 56362584MIN: 7391 / MAX: 46585428MIN: 4962 / MAX: 43240261MIN: 5455 / MAX: 458333301. (CXX) g++ options: -O0 -pedantic -fopenmp -pthread -lmpi_cxx -lmpi

Embree

Binary: Pathtracer ISPC - Model: Crown

OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 3.6.1Binary: Pathtracer ISPC - Model: Crown2 x Xeon Platinum 82802 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CLEPYC 2 7R322 x Xeon Gold 5220R2 x Xeon Gold 6226RXeon Platinum 8280Xeon W-3275MXeon Platinum 8259CL2 x Xeon Silver 4216Xeon Gold 5220RXeon Gold 6226RXeon Gold 5218Xeon Silver 42161224364860SE +/- 0.05, N = 3SE +/- 0.03, N = 3SE +/- 0.49, N = 12SE +/- 0.05, N = 3SE +/- 0.38, N = 3SE +/- 0.08, N = 3SE +/- 0.02, N = 3SE +/- 0.03, N = 3SE +/- 0.02, N = 3SE +/- 0.04, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 353.2349.9649.0546.4246.1845.1933.4531.7328.7726.4024.7321.7517.6616.8114.4211.38MIN: 51.36 / MAX: 55.83MIN: 48.68 / MAX: 51.86MIN: 37.93 / MAX: 51.79MIN: 45.24 / MAX: 47.89MIN: 42.99 / MAX: 47.93MIN: 44.15 / MAX: 46.52MIN: 32.87 / MAX: 34.13MIN: 31.27 / MAX: 32.36MIN: 28.26 / MAX: 29.24MIN: 25.71 / MAX: 26.95MIN: 24.4 / MAX: 25.05MIN: 21.43 / MAX: 22.13MIN: 17.5 / MAX: 17.85MIN: 16.67 / MAX: 17MIN: 14.3 / MAX: 14.63MIN: 11.32 / MAX: 11.49

PyBench

Total For Average Test Times

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyBench 2018-02-16Total For Average Test TimesXeon W-3275M2 x Xeon Platinum 8280Xeon Platinum 82802 x Xeon Gold 5220RXeon Gold 5218Xeon Gold 6226R2 x Xeon Gold 6226RXeon Gold 5220R2 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CLEPYC 2 7R32Xeon Platinum 8259CL2 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA offXeon Silver 42162 x Xeon Silver 421630060090012001500SE +/- 1.45, N = 3SE +/- 1.00, N = 3SE +/- 1.15, N = 3SE +/- 1.45, N = 3SE +/- 3.06, N = 3SE +/- 0.67, N = 3SE +/- 12.17, N = 3SE +/- 0.88, N = 3SE +/- 4.73, N = 3SE +/- 3.18, N = 3SE +/- 0.67, N = 3SE +/- 1.00, N = 3SE +/- 1.33, N = 3SE +/- 0.58, N = 3SE +/- 0.67, N = 3951107310761100110111031104111411231133122612501252125313421343

Embree

Binary: Pathtracer - Model: Crown

OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 3.6.1Binary: Pathtracer - Model: CrownEPYC 2 7R322 x Xeon Platinum 82802 x Xeon Platinum 8275CL2 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Gold 5220R2 x Xeon Gold 6226RXeon Platinum 8280Xeon W-3275M2 x Xeon Silver 4216Xeon Platinum 8259CLXeon Gold 5220RXeon Gold 6226RXeon Silver 4216Xeon Gold 52181122334455SE +/- 0.08, N = 3SE +/- 0.09, N = 3SE +/- 0.12, N = 3SE +/- 0.17, N = 3SE +/- 0.17, N = 3SE +/- 0.15, N = 3SE +/- 0.05, N = 3SE +/- 0.09, N = 3SE +/- 0.04, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.02, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 347.6545.6141.7941.3938.1238.1029.5228.9626.2824.5523.2721.3816.0515.9912.4312.39MIN: 46.77 / MAX: 49.17MIN: 44.2 / MAX: 47.35MIN: 40.7 / MAX: 42.99MIN: 40.34 / MAX: 42.73MIN: 37.03 / MAX: 39.42MIN: 37.24 / MAX: 39.22MIN: 29.05 / MAX: 30.15MIN: 28.49 / MAX: 29.56MIN: 25.64 / MAX: 26.64MIN: 24.09 / MAX: 24.98MIN: 23 / MAX: 23.64MIN: 21.05 / MAX: 21.63MIN: 15.89 / MAX: 16.22MIN: 15.9 / MAX: 16.17MIN: 12.35 / MAX: 12.55MIN: 12.32 / MAX: 12.5

lzbench

Test: Zstd 8 - Process: Decompression

OpenBenchmarking.orgMB/s, More Is Betterlzbench 1.8Test: Zstd 8 - Process: DecompressionXeon W-3275MEPYC 2 7R32Xeon Platinum 8280Xeon Gold 5218Xeon Gold 5220RXeon Gold 6226R2 x Xeon Platinum 82802 x Xeon Gold 5220R2 x Xeon Gold 6226RXeon Platinum 8259CL2 x Xeon Platinum 8275CL2 x Xeon Platinum 8259CL2 x Xeon Platinum 8275CL NUMA offXeon Silver 42162 x Xeon Platinum 8259CL NUMA off2 x Xeon Silver 421630060090012001500SE +/- 1.45, N = 3SE +/- 0.58, N = 3SE +/- 1.33, N = 3SE +/- 0.33, N = 3SE +/- 1.53, N = 3SE +/- 1.53, N = 3SE +/- 0.67, N = 3SE +/- 1.53, N = 3SE +/- 0.67, N = 3SE +/- 1.53, N = 3SE +/- 11.50, N = 3SE +/- 1.86, N = 31298126612241195119411931124110111001089105310119999989669301. (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: CompressionXeon W-3275MEPYC 2 7R32Xeon Platinum 8280Xeon Gold 5220R2 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8280Xeon Gold 6226RXeon Gold 52182 x Xeon Gold 5220R2 x Xeon Platinum 8275CL2 x Xeon Gold 6226RXeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CLXeon Silver 42162 x Xeon Silver 421620406080100848377767575747474737271716964631. (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: DecompressionXeon W-3275MXeon Platinum 8280Xeon Gold 5218Xeon Gold 6226RXeon Gold 5220R2 x Xeon Platinum 82802 x Xeon Gold 5220R2 x Xeon Gold 6226R2 x Xeon Platinum 8275CLXeon Platinum 8259CL2 x Xeon Platinum 8275CL NUMA offEPYC 2 7R322 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA offXeon Silver 42162 x Xeon Silver 4216160320480640800SE +/- 1.45, N = 3SE +/- 0.67, N = 3SE +/- 0.67, N = 3SE +/- 0.88, N = 3SE +/- 5.03, N = 3SE +/- 1.33, N = 3SE +/- 1.20, N = 3SE +/- 1.00, N = 3SE +/- 0.88, N = 3SE +/- 0.33, N = 3SE +/- 0.33, N = 3SE +/- 0.67, N = 37216736556536516236136085925875825645515435425091. (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: CompressionXeon W-3275MXeon Platinum 8280Xeon Gold 6226RXeon Gold 52182 x Xeon Platinum 8280Xeon Gold 5220R2 x Xeon Platinum 8275CL NUMA off2 x Xeon Gold 6226R2 x Xeon Gold 5220R2 x Xeon Platinum 8275CLEPYC 2 7R32Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CLXeon Silver 42162 x Xeon Silver 42164080120160200SE +/- 0.33, N = 3SE +/- 0.33, N = 3SE +/- 0.33, N = 3SE +/- 0.67, N = 3SE +/- 0.33, N = 3SE +/- 1.33, N = 3SE +/- 0.58, N = 31961811761761761761721721721701651601591571461421. (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: DecompressionXeon W-3275MXeon Platinum 8280Xeon Gold 5218Xeon Gold 6226RXeon Gold 5220R2 x Xeon Platinum 8280EPYC 2 7R322 x Xeon Gold 5220R2 x Xeon Gold 6226R2 x Xeon Platinum 8275CL2 x Xeon Platinum 8275CL NUMA offXeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CLXeon Silver 42162 x Xeon Silver 421630060090012001500SE +/- 2.65, N = 3SE +/- 0.33, N = 3SE +/- 2.00, N = 3SE +/- 0.67, N = 3SE +/- 0.67, N = 3SE +/- 0.33, N = 3SE +/- 0.67, N = 3SE +/- 0.67, N = 3SE +/- 1.33, N = 3129912121184118211801168114811471141109910901061103210279739431. (CXX) g++ options: -pthread -fomit-frame-pointer -fstrict-aliasing -ffast-math -O3

lzbench

Test: Zstd 1 - Process: Compression

OpenBenchmarking.orgMB/s, More Is Betterlzbench 1.8Test: Zstd 1 - Process: CompressionXeon W-3275MXeon Platinum 82802 x Xeon Platinum 8280Xeon Gold 5218Xeon Gold 6226RXeon Gold 5220R2 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Gold 6226R2 x Xeon Gold 5220REPYC 2 7R32Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CLXeon Silver 42162 x Xeon Silver 4216110220330440550SE +/- 1.00, N = 3SE +/- 0.58, N = 3SE +/- 0.33, N = 3SE +/- 2.33, N = 3SE +/- 2.33, N = 35084574494464454444434394374374184104073993653591. (CXX) g++ options: -pthread -fomit-frame-pointer -fstrict-aliasing -ffast-math -O3

Mlpack Benchmark

Benchmark: scikit_svm

OpenBenchmarking.orgSeconds, Fewer Is BetterMlpack BenchmarkBenchmark: scikit_svmEPYC 2 7R32Xeon W-3275M2 x Xeon Platinum 8275CLXeon Platinum 82802 x Xeon Platinum 82802 x Xeon Gold 6226RXeon Gold 5220R2 x Xeon Gold 5220RXeon Gold 6226RXeon Gold 52182 x Xeon Platinum 8275CL NUMA offXeon Platinum 8259CL2 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA offXeon Silver 42162 x Xeon Silver 4216510152025SE +/- 0.09, N = 3SE +/- 0.19, N = 3SE +/- 0.06, N = 3SE +/- 0.07, N = 3SE +/- 0.09, N = 3SE +/- 0.13, N = 3SE +/- 0.09, N = 3SE +/- 0.04, N = 3SE +/- 0.00, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.04, N = 3SE +/- 0.06, N = 315.1615.7816.8717.1917.1917.7717.8217.9217.9217.9818.4218.6718.7619.6220.8921.09

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 Platinum 8280EPYC 2 7R322 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Gold 6226R2 x Xeon Gold 5220RXeon Platinum 82802 x Xeon Silver 4216Xeon W-3275MXeon Platinum 8259CLXeon Gold 6226RXeon Gold 5220RXeon Gold 5218Xeon Silver 421616003200480064008000SE +/- 5.70, N = 3SE +/- 3.22, N = 3SE +/- 2.13, N = 3SE +/- 0.43, N = 3SE +/- 3.00, N = 3SE +/- 22.00, N = 3SE +/- 2.41, N = 3SE +/- 3.26, N = 3SE +/- 2.14, N = 3SE +/- 2.28, N = 3SE +/- 48.27, N = 3SE +/- 0.90, N = 3SE +/- 5.07, N = 3SE +/- 5.71, N = 3SE +/- 2.58, N = 3SE +/- 0.67, N = 31893.721899.242057.932059.032238.052252.672987.083112.363716.983849.133852.374426.065864.266072.577189.037457.86MIN: 1871.79MIN: 1888.24MIN: 2050.62MIN: 2054.86MIN: 2230.65MIN: 2229.49MIN: 2977.12MIN: 3107.3MIN: 3705.72MIN: 3842.7MIN: 3728.62MIN: 4423.17MIN: 5830.88MIN: 6048.56MIN: 7180.23MIN: 7454.841. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl

Embree

Binary: Pathtracer - Model: Asian Dragon

OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 3.6.1Binary: Pathtracer - Model: Asian Dragon2 x Xeon Platinum 8280EPYC 2 7R322 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Gold 5220R2 x Xeon Gold 6226RXeon Platinum 8280Xeon W-3275M2 x Xeon Silver 4216Xeon Platinum 8259CLXeon Gold 5220RXeon Gold 6226RXeon Gold 5218Xeon Silver 42161326395265SE +/- 0.16, N = 3SE +/- 0.06, N = 3SE +/- 0.08, N = 3SE +/- 0.38, N = 3SE +/- 0.19, N = 3SE +/- 0.32, N = 3SE +/- 0.05, N = 3SE +/- 0.03, N = 3SE +/- 0.04, N = 3SE +/- 0.05, N = 3SE +/- 0.05, N = 3SE +/- 0.05, N = 3SE +/- 0.04, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.03, N = 357.4952.9546.9146.7945.7740.0835.8834.6932.2530.1128.2026.0619.6119.3515.3115.28MIN: 55.98 / MAX: 58.87MIN: 52.3 / MAX: 53.84MIN: 46.17 / MAX: 47.87MIN: 44.43 / MAX: 47.97MIN: 44.89 / MAX: 47.26MIN: 37.64 / MAX: 43.58MIN: 35.51 / MAX: 36.33MIN: 34.44 / MAX: 35.19MIN: 32 / MAX: 32.54MIN: 29.8 / MAX: 30.54MIN: 27.97 / MAX: 28.53MIN: 25.85 / MAX: 26.28MIN: 19.5 / MAX: 19.79MIN: 19.28 / MAX: 19.48MIN: 15.25 / MAX: 15.4MIN: 15.18 / MAX: 15.39

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 Platinum 8280Xeon W-3275MXeon Platinum 82802 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Platinum 8275CL NUMA offEPYC 2 7R322 x Xeon Gold 6226R2 x Xeon Gold 5220R2 x Xeon Platinum 8275CLXeon Platinum 8259CLXeon Gold 6226RXeon Gold 5220R2 x Xeon Silver 4216Xeon Gold 5218Xeon Silver 4216246810SE +/- 0.064, N = 3SE +/- 0.023, N = 3SE +/- 0.032, N = 3SE +/- 0.075, N = 4SE +/- 0.002, N = 3SE +/- 0.046, N = 3SE +/- 0.072, N = 5SE +/- 0.009, N = 3SE +/- 0.019, N = 3SE +/- 0.041, N = 3SE +/- 0.052, N = 3SE +/- 0.018, N = 3SE +/- 0.014, N = 3SE +/- 0.010, N = 3SE +/- 0.003, N = 3SE +/- 0.021, N = 37.0336.3896.0305.9965.9555.9425.7145.4315.3025.2435.1124.3404.2854.2163.3393.3091. (CXX) g++ options: -fPIE -fPIC -pie

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 Platinum 82802 x Xeon Platinum 8275CL2 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Gold 6226RXeon Platinum 8280Xeon W-3275M2 x Xeon Gold 5220RXeon Platinum 8259CL2 x Xeon Silver 4216Xeon Gold 6226RXeon Gold 5220RXeon Gold 5218Xeon Silver 4216400800120016002000SE +/- 0.06, N = 3SE +/- 0.07, N = 3SE +/- 0.33, N = 3SE +/- 0.23, N = 3SE +/- 0.11, N = 3SE +/- 4.23, N = 3SE +/- 0.07, N = 3SE +/- 1.04, N = 3SE +/- 0.06, N = 3SE +/- 0.41, N = 3SE +/- 0.08, N = 3SE +/- 0.09, N = 3SE +/- 1.48, N = 3SE +/- 0.15, N = 3SE +/- 0.03, N = 3320.06348.24348.33399.30399.31527.02637.37702.07712.20796.75938.911042.341433.471874.471875.23MIN: 319.23MIN: 346.92MIN: 347.28MIN: 398.05MIN: 398.47MIN: 521.14MIN: 636.97MIN: 687.86MIN: 710.93MIN: 795.52MIN: 937.57MIN: 1041.43MIN: 1421.77MIN: 1873.87MIN: 1873.91. (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 Platinum 8275CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Gold 6226RXeon Platinum 82802 x Xeon Platinum 8259CL2 x Xeon Platinum 8280Xeon Platinum 8259CLXeon W-3275MXeon Gold 6226R2 x Xeon Gold 5220R2 x Xeon Silver 4216Xeon Gold 5220RXeon Gold 5218Xeon Silver 4216EPYC 2 7R322004006008001000SE +/- 0.001652, N = 3SE +/- 0.001152, N = 3SE +/- 0.001016, N = 3SE +/- 0.001915, N = 3SE +/- 0.000361, N = 3SE +/- 0.000864, N = 3SE +/- 0.006813, N = 3SE +/- 0.000985, N = 3SE +/- 0.001267, N = 3SE +/- 0.000358, N = 3SE +/- 0.002792, N = 3SE +/- 0.003675, N = 3SE +/- 0.001194, N = 3SE +/- 0.001460, N = 3SE +/- 0.001246, N = 3SE +/- 4.136428, N = 30.3547140.3553620.3614140.3690600.3710360.3762220.3944550.4156140.4584220.5286320.5608900.7703000.8437090.9767301.2737501131.130000MIN: 1118.791. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl

MKL-DNN DNNL

Harness: Deconvolution Batch deconv_1d - Data Type: bf16bf16bf16

OpenBenchmarking.orgms, Fewer Is BetterMKL-DNN DNNL 1.1Harness: Deconvolution Batch deconv_1d - Data Type: bf16bf16bf162 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 82802 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Gold 6226RXeon Platinum 82802 x Xeon Gold 5220RXeon W-3275MXeon Platinum 8259CL2 x Xeon Silver 4216Xeon Gold 6226RXeon Gold 5220RXeon Gold 5218Xeon Silver 421648121620SE +/- 0.00401, N = 3SE +/- 0.01030, N = 3SE +/- 0.00661, N = 3SE +/- 0.00151, N = 3SE +/- 0.00489, N = 3SE +/- 0.00747, N = 3SE +/- 0.00167, N = 3SE +/- 0.00772, N = 3SE +/- 0.03740, N = 3SE +/- 0.02376, N = 3SE +/- 0.01001, N = 3SE +/- 0.00392, N = 3SE +/- 0.04579, N = 3SE +/- 0.00105, N = 3SE +/- 0.00867, N = 33.965103.969064.068474.465234.490395.384026.553747.229757.615957.982928.869139.9036213.1428016.5484016.55160MIN: 3.88MIN: 3.86MIN: 3.93MIN: 4.38MIN: 4.4MIN: 5.3MIN: 6.5MIN: 7.13MIN: 6.95MIN: 7.92MIN: 8.78MIN: 9.85MIN: 12.96MIN: 16.51MIN: 16.511. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl

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 19Xeon Platinum 8280Xeon W-3275M2 x Xeon Platinum 8280EPYC 2 7R32Xeon Platinum 8259CL2 x Xeon Platinum 8259CL2 x Xeon Gold 6226R2 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8259CL NUMA offXeon Gold 6226RXeon Gold 5220R2 x Xeon Gold 5220R2 x Xeon Platinum 8275CL2 x Xeon Silver 4216Xeon Gold 5218Xeon Silver 42163691215SE +/- 0.016, N = 3SE +/- 0.023, N = 3SE +/- 0.148, N = 3SE +/- 0.062, N = 15SE +/- 0.128, N = 3SE +/- 0.094, N = 15SE +/- 0.096, N = 3SE +/- 0.138, N = 5SE +/- 0.128, N = 5SE +/- 0.056, N = 3SE +/- 0.021, N = 3SE +/- 0.117, N = 3SE +/- 0.114, N = 15SE +/- 0.104, N = 15SE +/- 0.029, N = 3SE +/- 0.075, N = 38.2038.3809.1379.2309.6729.94910.20610.28910.29410.33010.35510.44910.94510.97811.12211.430-llzma1. (CC) gcc options: -O3 -pthread -lz

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 Platinum 8259CL NUMA off2 x Xeon Platinum 82802 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Platinum 8275CLXeon Platinum 82802 x Xeon Gold 6226RXeon Platinum 8259CLXeon W-3275M2 x Xeon Gold 5220REPYC 2 7R32Xeon Gold 6226R2 x Xeon Silver 4216Xeon Gold 5220RXeon Gold 5218Xeon Silver 42161.19492.38983.58474.77965.9745SE +/- 0.00066, N = 3SE +/- 0.00318, N = 3SE +/- 0.00024, N = 3SE +/- 0.00693, N = 3SE +/- 0.00979, N = 3SE +/- 0.00157, N = 3SE +/- 0.00475, N = 3SE +/- 0.00097, N = 3SE +/- 0.01273, N = 3SE +/- 0.00174, N = 3SE +/- 0.01972, N = 3SE +/- 0.00272, N = 3SE +/- 0.00576, N = 3SE +/- 0.00527, N = 3SE +/- 0.00570, N = 3SE +/- 0.01140, N = 31.225891.240291.251161.257951.331091.462321.497241.639281.745152.126802.225402.231263.065903.364323.994885.31087MIN: 1.18MIN: 1.17MIN: 1.19MIN: 1.2MIN: 1.26MIN: 1.44MIN: 1.43MIN: 1.61MIN: 1.55MIN: 2.06MIN: 2.11MIN: 2.17MIN: 2.99MIN: 3.3MIN: 3.95MIN: 5.161. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl

Embree

Binary: Pathtracer ISPC - Model: Asian Dragon

OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 3.6.1Binary: Pathtracer ISPC - Model: Asian Dragon2 x Xeon Platinum 82802 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA offEPYC 2 7R322 x Xeon Platinum 8275CL NUMA off2 x Xeon Gold 5220R2 x Xeon Gold 6226R2 x Xeon Platinum 8275CLXeon Platinum 8280Xeon W-3275MXeon Platinum 8259CL2 x Xeon Silver 4216Xeon Gold 5220RXeon Gold 6226RXeon Gold 5218Xeon Silver 42161530456075SE +/- 0.03, N = 3SE +/- 0.06, N = 3SE +/- 0.12, N = 3SE +/- 0.03, N = 3SE +/- 0.02, N = 3SE +/- 0.02, N = 3SE +/- 0.07, N = 3SE +/- 0.53, N = 4SE +/- 0.06, N = 3SE +/- 0.08, N = 3SE +/- 0.03, N = 3SE +/- 0.02, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 368.4259.0659.0552.3551.8743.1040.4338.7738.3135.1532.9128.9723.6022.4619.4315.59MIN: 66.22 / MAX: 70.39MIN: 57.51 / MAX: 60.42MIN: 57.78 / MAX: 60.29MIN: 51.67 / MAX: 53.48MIN: 50.96 / MAX: 54.15MIN: 42.68 / MAX: 43.7MIN: 40.04 / MAX: 41.18MIN: 35.85 / MAX: 45.98MIN: 37.87 / MAX: 38.72MIN: 33.95 / MAX: 35.72MIN: 32.68 / MAX: 33.18MIN: 28.72 / MAX: 29.29MIN: 23.45 / MAX: 23.8MIN: 22.38 / MAX: 22.62MIN: 19.37 / MAX: 19.6MIN: 15.54 / MAX: 15.7

dav1d

Video Input: Summer Nature 4K

OpenBenchmarking.orgFPS, More Is Betterdav1d 0.6.0Video Input: Summer Nature 4KEPYC 2 7R32Xeon W-3275M2 x Xeon Platinum 82802 x Xeon Platinum 8275CL2 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA offXeon Platinum 8259CL2 x Xeon Gold 6226RXeon Platinum 82802 x Xeon Gold 5220RXeon Gold 6226RXeon Gold 5220R2 x Xeon Silver 4216Xeon Gold 5218Xeon Silver 421670140210280350SE +/- 0.98, N = 3SE +/- 1.20, N = 3SE +/- 3.68, N = 3SE +/- 1.14, N = 3SE +/- 0.62, N = 3SE +/- 1.73, N = 3SE +/- 1.78, N = 3SE +/- 1.31, N = 3SE +/- 1.66, N = 3SE +/- 1.15, N = 3SE +/- 0.84, N = 3SE +/- 1.20, N = 3SE +/- 0.78, N = 3SE +/- 1.81, N = 3SE +/- 0.30, N = 3SE +/- 0.15, N = 3321.17256.60221.31218.14216.86215.64212.99205.63203.10199.08177.89170.07160.59159.60136.86132.46MIN: 150.11 / MAX: 347.95MIN: 164.1 / MAX: 284.35MIN: 81.4 / MAX: 247.6MIN: 105.24 / MAX: 238.99MIN: 97.39 / MAX: 239.16MIN: 93.88 / MAX: 236.99MIN: 89.5 / MAX: 233.99MIN: 134.32 / MAX: 229.88MIN: 119.16 / MAX: 222.17MIN: 121.12 / MAX: 214.69MIN: 103.41 / MAX: 190.93MIN: 115.59 / MAX: 193.75MIN: 110.85 / MAX: 181MIN: 100.88 / MAX: 178.21MIN: 107.86 / MAX: 153.94MIN: 104.21 / MAX: 150.61. (CC) gcc options: -pthread

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 Platinum 8259CL NUMA off2 x Xeon Platinum 82802 x Xeon Platinum 8259CL2 x Xeon Gold 6226RXeon Platinum 82802 x Xeon Platinum 8275CL NUMA offXeon Platinum 8259CLXeon W-3275M2 x Xeon Gold 5220RXeon Gold 6226R2 x Xeon Silver 42162 x Xeon Platinum 8275CLXeon Gold 5220RXeon Gold 5218Xeon Silver 4216EPYC 2 7R3230060090012001500SE +/- 0.01, N = 3SE +/- 0.03, N = 3SE +/- 0.24, N = 3SE +/- 0.25, N = 3SE +/- 0.02, N = 3SE +/- 0.03, N = 3SE +/- 0.04, N = 3SE +/- 0.04, N = 3SE +/- 0.03, N = 3SE +/- 0.01, N = 3SE +/- 0.14, N = 3SE +/- 0.73, N = 3SE +/- 0.09, N = 3SE +/- 0.04, N = 3SE +/- 0.06, N = 3SE +/- 2.69, N = 319.3719.8122.3826.5426.8430.6430.8831.9935.9842.2255.3459.9066.7481.07105.831301.36MIN: 1286.291. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl

ArrayFire

Test: BLAS CPU

OpenBenchmarking.orgGFLOPS, More Is BetterArrayFire 3.7Test: BLAS CPU2 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Gold 6226RXeon Platinum 82802 x Xeon Platinum 8280Xeon W-3275MXeon Platinum 8259CL2 x Xeon Gold 5220RXeon Gold 6226R2 x Xeon Silver 4216Xeon Gold 5220RXeon Gold 5218EPYC 2 7R32Xeon Silver 421614002800420056007000SE +/- 4.90, N = 3SE +/- 61.47, N = 3SE +/- 14.66, N = 3SE +/- 122.72, N = 12SE +/- 31.78, N = 3SE +/- 25.11, N = 3SE +/- 20.06, N = 3SE +/- 30.40, N = 3SE +/- 1.09, N = 3SE +/- 3.91, N = 3SE +/- 4.16, N = 3SE +/- 0.79, N = 3SE +/- 0.37, N = 3SE +/- 0.62, N = 3SE +/- 6.50, N = 3SE +/- 1.52, N = 36325.076259.015650.715319.583912.303432.163430.283128.392950.162359.132137.031497.751201.541002.09990.80765.491. (CXX) g++ options: -rdynamic

PHPBench

PHP Benchmark Suite

OpenBenchmarking.orgScore, More Is BetterPHPBench 0.8.1PHP Benchmark SuiteXeon W-3275M2 x Xeon Platinum 8280Xeon Platinum 82802 x Xeon Platinum 8275CL2 x Xeon Platinum 8275CL NUMA off2 x Xeon Gold 6226RXeon Gold 5218Xeon Gold 6226R2 x Xeon Gold 5220RXeon Gold 5220R2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CLXeon Platinum 8259CL2 x Xeon Silver 4216Xeon Silver 4216EPYC 2 7R32160K320K480K640K800KSE +/- 1014.34, N = 3SE +/- 884.68, N = 3SE +/- 425.09, N = 3SE +/- 144.16, N = 3SE +/- 312.21, N = 3SE +/- 164.78, N = 3SE +/- 786.96, N = 3SE +/- 752.01, N = 3SE +/- 914.97, N = 3SE +/- 862.18, N = 3SE +/- 377.70, N = 3SE +/- 961.65, N = 3SE +/- 778.31, N = 3SE +/- 200.00, N = 3SE +/- 1865.15, N = 3SE +/- 1283.26, N = 3734339649693649164640173639026632601632455632431631283629690574348573483569793519964515697500524

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 Platinum 82802 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Gold 6226RXeon Platinum 8280EPYC 2 7R32Xeon Platinum 8259CLXeon W-3275M2 x Xeon Gold 5220RXeon Gold 6226R2 x Xeon Silver 4216Xeon Gold 5220RXeon Gold 5218Xeon Silver 421690180270360450SE +/- 0.08, N = 3SE +/- 0.20, N = 3SE +/- 0.23, N = 3SE +/- 0.79, N = 3SE +/- 0.88, N = 3SE +/- 0.03, N = 3SE +/- 0.06, N = 3SE +/- 1.13, N = 3SE +/- 0.12, N = 3SE +/- 0.11, N = 3SE +/- 0.04, N = 3SE +/- 0.05, N = 3SE +/- 0.04, N = 3SE +/- 0.16, N = 3SE +/- 0.11, N = 3SE +/- 0.95, N = 349.8455.3656.6557.5179.1181.1494.1996.69107.80108.57122.76155.37197.91244.75298.30395.44MIN: 74.84MIN: 79.72MIN: 93.73MIN: 93.63MIN: 106.14MIN: 102.46MIN: 121.68MIN: 154.79MIN: 195.97MIN: 242.31MIN: 297.84MIN: 390.561. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl

Renaissance

Test: Scala Dotty

OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.10.0Test: Scala DottyEPYC 2 7R32Xeon Platinum 82802 x Xeon Platinum 8275CL2 x Xeon Platinum 8280Xeon W-3275MXeon Gold 6226R2 x Xeon Platinum 8275CL NUMA offXeon Platinum 8259CL2 x Xeon Gold 6226R2 x Xeon Platinum 8259CL2 x Xeon Gold 5220RXeon Gold 5220R2 x Xeon Platinum 8259CL NUMA offXeon Gold 52182 x Xeon Silver 4216Xeon Silver 42162K4K6K8K10KSE +/- 29.54, N = 5SE +/- 19.31, N = 5SE +/- 21.19, N = 5SE +/- 56.89, N = 13SE +/- 31.93, N = 5SE +/- 46.73, N = 5SE +/- 19.51, N = 5SE +/- 35.89, N = 5SE +/- 78.90, N = 5SE +/- 20.56, N = 5SE +/- 62.31, N = 5SE +/- 50.08, N = 5SE +/- 54.97, N = 5SE +/- 41.65, N = 5SE +/- 82.66, N = 9SE +/- 17.62, N = 56577.346664.256733.166890.616970.906999.507042.357200.757231.017256.927414.627556.337566.348286.128583.018634.69

OSPray

Demo: Magnetic Reconnection - Renderer: SciVis

OpenBenchmarking.orgFPS, More Is BetterOSPray 1.8.5Demo: Magnetic Reconnection - Renderer: SciVis2 x Xeon Platinum 82802 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Gold 5220R2 x Xeon Gold 6226RXeon Platinum 8280EPYC 2 7R32Xeon W-3275MXeon Platinum 8259CL2 x Xeon Silver 4216Xeon Gold 5220RXeon Gold 6226RXeon Gold 5218Xeon Silver 42161632486480SE +/- 0.00, N = 12SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 12SE +/- 0.88, N = 3SE +/- 0.00, N = 12SE +/- 0.00, N = 3SE +/- 0.60, N = 3SE +/- 0.00, N = 12SE +/- 0.27, N = 4SE +/- 0.00, N = 12SE +/- 0.16, N = 4SE +/- 0.00, N = 15SE +/- 0.08, N = 471.4362.5062.5058.8250.8847.6245.4542.8740.0040.0037.0432.5327.0325.4822.2217.94MIN: 15.87 / MAX: 76.92MIN: 58.82 / MAX: 66.67MIN: 18.52 / MAX: 66.67MIN: 52.63MIN: 16.95 / MAX: 55.56MIN: 16.67 / MAX: 50MIN: 20MIN: 38.46 / MAX: 43.48MIN: 38.46 / MAX: 41.67MIN: 37.04MIN: 33.33MIN: 14.93 / MAX: 33.33MIN: 24.39MIN: 24.39 / MAX: 25.64MIN: 21.28MIN: 16.95 / MAX: 18.18

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 6226R2 x Xeon Platinum 82802 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CLXeon Platinum 8280Xeon W-3275M2 x Xeon Silver 4216Xeon Platinum 8259CLXeon Gold 6226R2 x Xeon Gold 5220RXeon Gold 5220RXeon Gold 5218Xeon Silver 42163691215SE +/- 0.00482, N = 3SE +/- 0.01183, N = 3SE +/- 0.00386, N = 3SE +/- 0.00988, N = 3SE +/- 0.00913, N = 3SE +/- 0.00431, N = 3SE +/- 0.00377, N = 3SE +/- 0.02664, N = 3SE +/- 0.01534, N = 3SE +/- 0.00262, N = 3SE +/- 0.00265, N = 3SE +/- 0.02081, N = 3SE +/- 0.02077, N = 3SE +/- 0.00212, N = 3SE +/- 0.02765, N = 33.212813.659644.060414.103694.464404.489184.831705.563045.565005.699005.714395.727918.685908.8271010.90140MIN: 2.99MIN: 3.47MIN: 3.85MIN: 3.91MIN: 4.28MIN: 4.31MIN: 4.76MIN: 5.04MIN: 5.18MIN: 5.57MIN: 5.6MIN: 5.56MIN: 8.38MIN: 8.65MIN: 10.121. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl

dav1d

Video Input: Summer Nature 1080p

OpenBenchmarking.orgFPS, More Is Betterdav1d 0.6.0Video Input: Summer Nature 1080pEPYC 2 7R32Xeon W-3275M2 x Xeon Platinum 8259CL2 x Xeon Platinum 8275CL2 x Xeon Platinum 82802 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8259CL NUMA off2 x Xeon Gold 6226RXeon Platinum 8259CLXeon Platinum 82802 x Xeon Gold 5220RXeon Gold 6226RXeon Gold 5220R2 x Xeon Silver 4216Xeon Gold 5218Xeon Silver 4216150300450600750SE +/- 2.19, N = 3SE +/- 2.32, N = 3SE +/- 3.67, N = 3SE +/- 4.96, N = 3SE +/- 3.74, N = 15SE +/- 3.42, N = 3SE +/- 3.77, N = 15SE +/- 1.84, N = 3SE +/- 1.73, N = 3SE +/- 0.52, N = 3SE +/- 3.79, N = 6SE +/- 0.97, N = 3SE +/- 2.31, N = 3SE +/- 4.57, N = 3SE +/- 1.26, N = 3SE +/- 1.97, N = 3676.16537.84431.76422.89409.88406.66400.24358.62353.78323.20321.84307.75274.98272.55265.46232.35MIN: 302.17 / MAX: 751.14MIN: 317.28 / MAX: 605.87MIN: 205.51 / MAX: 479.42MIN: 175.85 / MAX: 474MIN: 126.27 / MAX: 481.12MIN: 144.68 / MAX: 463.23MIN: 106.81 / MAX: 466.09MIN: 196.53 / MAX: 395.24MIN: 207.11 / MAX: 387.94MIN: 200.79 / MAX: 358.32MIN: 175.96 / MAX: 365.43MIN: 179.63 / MAX: 337.24MIN: 160.24 / MAX: 299.46MIN: 156.69 / MAX: 307.87MIN: 166.24 / MAX: 288.23MIN: 133.23 / MAX: 255.751. (CC) gcc options: -pthread

ArrayFire

Test: Conjugate Gradient CPU

OpenBenchmarking.orgms, Fewer Is BetterArrayFire 3.7Test: Conjugate Gradient CPUXeon Platinum 8280Xeon W-3275MXeon Platinum 8259CLXeon Gold 5220RXeon Gold 6226RXeon Gold 52182 x Xeon Gold 6226R2 x Xeon Platinum 82802 x Xeon Platinum 8259CL NUMA offXeon Silver 42162 x Xeon Platinum 8259CL2 x Xeon Platinum 8275CL NUMA off2 x Xeon Gold 5220R2 x Xeon Platinum 8275CL2 x Xeon Silver 4216EPYC 2 7R32816243240SE +/- 0.067, N = 3SE +/- 0.075, N = 15SE +/- 0.022, N = 3SE +/- 0.094, N = 3SE +/- 0.026, N = 3SE +/- 0.069, N = 9SE +/- 0.072, N = 15SE +/- 0.086, N = 6SE +/- 0.243, N = 15SE +/- 0.047, N = 3SE +/- 0.091, N = 15SE +/- 0.272, N = 15SE +/- 0.099, N = 15SE +/- 0.220, N = 3SE +/- 0.372, N = 15SE +/- 0.217, N = 34.1154.4234.6776.4096.4517.0427.1557.4817.6047.8198.4309.6549.89813.22016.92035.1301. (CXX) g++ options: -rdynamic

Tungsten Renderer

Scene: Hair

OpenBenchmarking.orgSeconds, Fewer Is BetterTungsten Renderer 0.2.2Scene: HairEPYC 2 7R322 x Xeon Platinum 82802 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Gold 6226R2 x Xeon Gold 5220RXeon Platinum 8280Xeon W-3275M2 x Xeon Silver 4216Xeon Platinum 8259CLXeon Gold 6226RXeon Gold 5220RXeon Gold 5218Xeon Silver 4216612182430SE +/- 0.05445, N = 3SE +/- 0.11249, N = 3SE +/- 0.03939, N = 3SE +/- 0.03608, N = 3SE +/- 0.05235, N = 3SE +/- 0.05659, N = 3SE +/- 0.05690, N = 3SE +/- 0.03810, N = 3SE +/- 0.03914, N = 3SE +/- 0.05256, N = 3SE +/- 0.06619, N = 3SE +/- 0.03318, N = 3SE +/- 0.06005, N = 3SE +/- 0.03525, N = 3SE +/- 0.02235, N = 3SE +/- 0.12220, N = 37.674557.827068.193378.290679.090739.2621710.6653011.0726012.6863012.7104013.6031014.8046018.6129018.9840022.4866023.61290-march=znver1 -msse4a -mno-avx512f -mno-avx512vl -mno-avx512cd -mno-avx512dq -mno-avx512bw-mavx512f -mavx512vl -mavx512cd -mavx512dq -mavx512bw -mno-sse4a-mavx512f -mavx512vl -mavx512cd -mavx512dq -mavx512bw -mno-sse4a-mavx512f -mavx512vl -mavx512cd -mavx512dq -mavx512bw -mno-sse4a-mavx512f -mavx512vl -mavx512cd -mavx512dq -mavx512bw -mno-sse4a-mavx512f -mavx512vl -mavx512cd -mavx512dq -mavx512bw -mno-sse4a-mavx512f -mavx512vl -mavx512cd -mavx512dq -mavx512bw -mno-sse4a-mavx512f -mavx512vl -mavx512cd -mavx512dq -mavx512bw -mno-sse4a-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-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-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

NAS Parallel Benchmarks

Test / Class: SP.B

OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: SP.B2 x Xeon Platinum 82802 x Xeon Platinum 8259CLEPYC 2 7R322 x Xeon Gold 5220R2 x Xeon Gold 6226R2 x Xeon Silver 42162 x Xeon Platinum 8259CL NUMA offXeon Platinum 8280Xeon W-3275MXeon Platinum 8259CLXeon Gold 6226RXeon Gold 5220RXeon Gold 5218Xeon Silver 421615K30K45K60K75KSE +/- 115.61, N = 3SE +/- 77.17, N = 3SE +/- 520.84, N = 15SE +/- 31.12, N = 3SE +/- 190.70, N = 3SE +/- 157.62, N = 3SE +/- 42.29, N = 3SE +/- 151.80, N = 3SE +/- 146.25, N = 3SE +/- 28.87, N = 3SE +/- 23.98, N = 3SE +/- 54.67, N = 3SE +/- 13.76, N = 3SE +/- 57.24, N = 370893.4153978.9051225.1850932.8849232.2442220.9438493.5732682.1431426.5324288.3423859.7923346.5622329.3421149.681. (F9X) gfortran options: -O3 -march=native -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi2. 2 x Xeon Platinum 8280: Open MPI 4.0.3rc43. 2 x Xeon Platinum 8259CL: Open MPI 3.1.34. EPYC 2 7R32: Open MPI 3.1.35. 2 x Xeon Gold 5220R: Open MPI 4.0.3rc46. 2 x Xeon Gold 6226R: Open MPI 4.0.3rc47. 2 x Xeon Silver 4216: Open MPI 4.0.3rc48. 2 x Xeon Platinum 8259CL NUMA off: Open MPI 3.1.39. Xeon Platinum 8280: Open MPI 4.0.3rc410. Xeon W-3275M: Open MPI 3.1.311. Xeon Platinum 8259CL: Open MPI 3.1.312. Xeon Gold 6226R: Open MPI 4.0.3rc413. Xeon Gold 5220R: Open MPI 4.0.3rc414. Xeon Gold 5218: Open MPI 4.0.3rc415. Xeon Silver 4216: Open MPI 4.0.3rc4

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 Platinum 82802 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CLEPYC 2 7R32Xeon W-3275M2 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA offXeon Platinum 82802 x Xeon Gold 6226R2 x Xeon Gold 5220RXeon Platinum 8259CL2 x Xeon Silver 4216Xeon Gold 6226RXeon Gold 5220RXeon Gold 5218Xeon Silver 42161326395265SE +/- 0.67, N = 3SE +/- 0.48, N = 3SE +/- 0.17, N = 3SE +/- 0.77, N = 3SE +/- 0.46, N = 3SE +/- 0.13, N = 3SE +/- 0.29, N = 3SE +/- 0.07, N = 3SE +/- 0.25, N = 3SE +/- 0.18, N = 3SE +/- 0.35, N = 3SE +/- 0.11, N = 3SE +/- 0.09, N = 3SE +/- 0.13, N = 3SE +/- 0.06, N = 3SE +/- 0.08, N = 356.9856.1255.3754.4753.8253.0452.3151.9251.7149.2146.8740.5534.6433.0927.1926.461. (CXX) g++ options: -fPIE -fPIC -pie

SMHasher

Hash: wyhash

OpenBenchmarking.orgMiB/sec, More Is BetterSMHasher 2020-02-29Hash: wyhashXeon W-3275M2 x Xeon Silver 4216Xeon Silver 42162 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CLXeon Platinum 8259CLXeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CL6K12K18K24K30KSE +/- 105.54, N = 3SE +/- 4.76, N = 3SE +/- 0.31, N = 3SE +/- 0.70, N = 3SE +/- 6.86, N = 3SE +/- 8.73, N = 3SE +/- 5.65, N = 3SE +/- 4.48, N = 3SE +/- 4.81, N = 3SE +/- 4.38, N = 326298.7722011.2022004.0820231.5820225.1820221.2519429.8719424.1118775.9418770.151. (CXX) g++ options: -march=native -O3 -lpthread

SMHasher

Hash: wyhash

OpenBenchmarking.orgcycles/hash, Fewer Is BetterSMHasher 2020-02-29Hash: wyhashXeon W-3275M2 x Xeon Gold 5220RXeon Gold 5220RXeon Gold 52182 x Xeon Silver 4216Xeon Silver 42162 x Xeon Platinum 8280Xeon Platinum 82802 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA offXeon Platinum 8259CL2 x Xeon Gold 6226RXeon Gold 6226R2 x Xeon Platinum 8275CL2 x Xeon Platinum 8275CL NUMA off612182430SE +/- 0.03, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 318.5118.8118.8219.8122.1322.1322.6822.6824.1524.1524.1925.1325.1326.0926.131. (CXX) g++ options: -march=native -O3 -lpthread

Scikit-Learn

OpenBenchmarking.orgSeconds, Fewer Is BetterScikit-Learn 0.22.1Xeon Platinum 82802 x Xeon Platinum 8280Xeon W-3275MXeon Gold 6226RXeon Gold 5220RXeon Gold 5218EPYC 2 7R322 x Xeon Gold 6226R2 x Xeon Gold 5220R2 x Xeon Platinum 8275CL2 x Xeon Platinum 8275CL NUMA offXeon Silver 4216Xeon Platinum 8259CL2 x Xeon Platinum 8259CL2 x Xeon Silver 42162 x Xeon Platinum 8259CL NUMA off3691215SE +/- 0.042, N = 3SE +/- 0.122, N = 3SE +/- 0.035, N = 3SE +/- 0.029, N = 3SE +/- 0.034, N = 3SE +/- 0.041, N = 3SE +/- 0.037, N = 3SE +/- 0.055, N = 3SE +/- 0.024, N = 3SE +/- 0.052, N = 3SE +/- 0.032, N = 3SE +/- 0.028, N = 3SE +/- 0.056, N = 3SE +/- 0.039, N = 3SE +/- 0.035, N = 3SE +/- 0.043, N = 39.1279.3929.6619.92410.11210.28610.41910.44910.45811.06511.49012.03012.08812.45912.54912.954

DaCapo Benchmark

Java Test: Jython

OpenBenchmarking.orgmsec, Fewer Is BetterDaCapo Benchmark 9.12-MR1Java Test: JythonXeon W-3275MXeon Platinum 8280Xeon Gold 6226R2 x Xeon Platinum 8275CL2 x Xeon Platinum 82802 x Xeon Platinum 8275CL NUMA off2 x Xeon Gold 6226RXeon Gold 5220R2 x Xeon Gold 5220RXeon Platinum 8259CLXeon Gold 52182 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CLEPYC 2 7R32Xeon Silver 42162 x Xeon Silver 421612002400360048006000SE +/- 10.08, N = 4SE +/- 15.39, N = 4SE +/- 11.58, N = 4SE +/- 21.20, N = 4SE +/- 19.30, N = 4SE +/- 14.64, N = 4SE +/- 35.02, N = 4SE +/- 23.48, N = 4SE +/- 22.03, N = 4SE +/- 26.49, N = 4SE +/- 11.32, N = 4SE +/- 56.00, N = 4SE +/- 10.59, N = 4SE +/- 10.79, N = 4SE +/- 36.99, N = 44321454746094685471147594806483448775012509651615172524657685802

SVT-VP9

Tuning: Visual Quality Optimized - Input: Bosphorus 1080p

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-VP9 0.1Tuning: Visual Quality Optimized - Input: Bosphorus 1080pEPYC 2 7R32Xeon W-3275MXeon Platinum 82802 x Xeon Gold 6226RXeon Platinum 8259CL2 x Xeon Gold 5220R2 x Xeon Platinum 82802 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8275CL NUMA offXeon Gold 5220RXeon Gold 6226R2 x Xeon Silver 42162 x Xeon Platinum 8275CLXeon Silver 4216Xeon Gold 521860120180240300SE +/- 2.49, N = 3SE +/- 0.97, N = 3SE +/- 3.65, N = 4SE +/- 3.77, N = 4SE +/- 1.36, N = 3SE +/- 2.14, N = 3SE +/- 2.89, N = 4SE +/- 8.04, N = 12SE +/- 8.15, N = 12SE +/- 8.25, N = 12SE +/- 1.23, N = 3SE +/- 3.10, N = 3SE +/- 1.51, N = 3SE +/- 5.20, N = 12SE +/- 2.39, N = 3SE +/- 1.79, N = 3291.17282.18265.40256.91256.24237.57233.17229.91229.53228.38224.01221.95206.42191.66173.18172.821. (CC) gcc options: -fPIE -fPIC -fvisibility=hidden -O3 -pie -rdynamic -lpthread -lrt -lm

NAS Parallel Benchmarks

Test / Class: MG.C

OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: MG.C2 x Xeon Platinum 82802 x Xeon Platinum 8259CL2 x Xeon Gold 5220R2 x Xeon Gold 6226R2 x Xeon Silver 4216EPYC 2 7R322 x Xeon Platinum 8259CL NUMA offXeon Platinum 8280Xeon W-3275MXeon Platinum 8259CLXeon Gold 6226RXeon Gold 5220RXeon Gold 5218Xeon Silver 421615K30K45K60K75KSE +/- 860.82, N = 5SE +/- 304.73, N = 3SE +/- 464.43, N = 3SE +/- 193.70, N = 3SE +/- 151.51, N = 3SE +/- 796.48, N = 3SE +/- 420.94, N = 3SE +/- 129.93, N = 3SE +/- 40.04, N = 3SE +/- 114.90, N = 3SE +/- 27.89, N = 3SE +/- 114.95, N = 3SE +/- 36.97, N = 3SE +/- 69.19, N = 369175.1263393.3558984.1858681.4252832.4749330.1543490.1537089.0535376.1133490.0331633.6031197.2230328.6528301.131. (F9X) gfortran options: -O3 -march=native -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi2. 2 x Xeon Platinum 8280: Open MPI 4.0.3rc43. 2 x Xeon Platinum 8259CL: Open MPI 3.1.34. 2 x Xeon Gold 5220R: Open MPI 4.0.3rc45. 2 x Xeon Gold 6226R: Open MPI 4.0.3rc46. 2 x Xeon Silver 4216: Open MPI 4.0.3rc47. EPYC 2 7R32: Open MPI 3.1.38. 2 x Xeon Platinum 8259CL NUMA off: Open MPI 3.1.39. Xeon Platinum 8280: Open MPI 4.0.3rc410. Xeon W-3275M: Open MPI 3.1.311. Xeon Platinum 8259CL: Open MPI 3.1.312. Xeon Gold 6226R: Open MPI 4.0.3rc413. Xeon Gold 5220R: Open MPI 4.0.3rc414. Xeon Gold 5218: Open MPI 4.0.3rc415. Xeon Silver 4216: Open MPI 4.0.3rc4

Intel Open Image Denoise

Scene: Memorial

OpenBenchmarking.orgImages / Sec, More Is BetterIntel Open Image Denoise 1.0.0Scene: Memorial2 x Xeon Platinum 82802 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Gold 6226RXeon Platinum 8280EPYC 2 7R32Xeon Platinum 8259CL2 x Xeon Gold 5220RXeon W-3275MXeon Gold 6226R2 x Xeon Silver 42162 x Xeon Platinum 8275CL NUMA offXeon Gold 5220RXeon Gold 52182 x Xeon Platinum 8275CLXeon Silver 4216816243240SE +/- 0.17, N = 3SE +/- 0.12, N = 3SE +/- 0.21, N = 3SE +/- 0.36, N = 3SE +/- 0.02, N = 3SE +/- 0.04, N = 3SE +/- 0.07, N = 3SE +/- 0.05, N = 3SE +/- 0.30, N = 3SE +/- 0.03, N = 3SE +/- 0.09, N = 3SE +/- 0.04, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.13, N = 3SE +/- 0.02, N = 334.4933.8933.1033.0631.1028.7127.9927.9727.3522.0120.4319.5518.4115.8015.0612.85

Nettle

Test: aes256

OpenBenchmarking.orgMbyte/s, More Is BetterNettle 3.5.1Test: aes256Xeon W-3275M2 x Xeon Platinum 8280Xeon Platinum 82802 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CLXeon Gold 5218Xeon Gold 6226R2 x Xeon Gold 5220R2 x Xeon Gold 6226RXeon Gold 5220R2 x Xeon Platinum 8259CL NUMA offXeon Platinum 8259CL2 x Xeon Platinum 8259CL2 x Xeon Silver 4216Xeon Silver 4216EPYC 2 7R3215003000450060007500SE +/- 39.45, N = 3SE +/- 3.29, N = 3SE +/- 7.98, N = 3SE +/- 1.10, N = 3SE +/- 4.53, N = 3SE +/- 1.48, N = 3SE +/- 6.01, N = 3SE +/- 2.26, N = 3SE +/- 8.42, N = 3SE +/- 2.03, N = 3SE +/- 5.89, N = 3SE +/- 20.53, N = 3SE +/- 24.71, N = 3SE +/- 1.63, N = 3SE +/- 11.26, N = 3SE +/- 0.67, N = 37070.606320.006313.166184.206172.556164.796161.426159.216157.496133.915523.315517.025513.085061.605024.394665.33MIN: 4721.3 / MAX: 11806.11MIN: 4254.97 / MAX: 10469.4MIN: 4256.89 / MAX: 10467.36MIN: 4170.96 / MAX: 10241.48MIN: 4118.12 / MAX: 10228.73MIN: 4152.92 / MAX: 10208.98MIN: 4158.08 / MAX: 10213.08MIN: 4154.94 / MAX: 10200.04MIN: 4104.14 / MAX: 10212.45MIN: 4136.23 / MAX: 10160.8MIN: 3739.77 / MAX: 9132.41MIN: 3740.26 / MAX: 9153.64MIN: 3744.15 / MAX: 9173.02MIN: 3412.46 / MAX: 8379.01MIN: 3388.65 / MAX: 8334.48MIN: 3372.31 / MAX: 7239.741. (CC) gcc options: -O2 -ggdb3 -lnettle -lgmp -lm -lcrypto

NAS Parallel Benchmarks

Test / Class: EP.C

OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: EP.C2 x Xeon Platinum 82802 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Gold 6226R2 x Xeon Gold 5220REPYC 2 7R32Xeon Platinum 8280Xeon W-3275M2 x Xeon Silver 4216Xeon Platinum 8259CLXeon Gold 6226RXeon Gold 5220RXeon Gold 5218Xeon Silver 421613002600390052006500SE +/- 88.25, N = 3SE +/- 34.33, N = 3SE +/- 77.32, N = 3SE +/- 38.41, N = 3SE +/- 32.92, N = 3SE +/- 31.12, N = 3SE +/- 44.67, N = 3SE +/- 40.50, N = 3SE +/- 38.56, N = 4SE +/- 14.22, N = 3SE +/- 34.91, N = 3SE +/- 2.92, N = 3SE +/- 2.61, N = 3SE +/- 19.04, N = 56104.945059.025052.634005.263768.663485.993194.183025.112984.022641.322044.241863.151621.481545.501. (F9X) gfortran options: -O3 -march=native -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi2. 2 x Xeon Platinum 8280: Open MPI 4.0.3rc43. 2 x Xeon Platinum 8259CL NUMA off: Open MPI 3.1.34. 2 x Xeon Platinum 8259CL: Open MPI 3.1.35. 2 x Xeon Gold 6226R: Open MPI 4.0.3rc46. 2 x Xeon Gold 5220R: Open MPI 4.0.3rc47. EPYC 2 7R32: Open MPI 3.1.38. Xeon Platinum 8280: Open MPI 4.0.3rc49. Xeon W-3275M: Open MPI 3.1.310. 2 x Xeon Silver 4216: Open MPI 4.0.3rc411. Xeon Platinum 8259CL: Open MPI 3.1.312. Xeon Gold 6226R: Open MPI 4.0.3rc413. Xeon Gold 5220R: Open MPI 4.0.3rc414. Xeon Gold 5218: Open MPI 4.0.3rc415. Xeon Silver 4216: Open MPI 4.0.3rc4

LAMMPS Molecular Dynamics Simulator

Model: Rhodopsin Protein

OpenBenchmarking.orgns/day, More Is BetterLAMMPS Molecular Dynamics Simulator 9Jan2020Model: Rhodopsin Protein2 x Xeon Platinum 82802 x Xeon Platinum 8259CL2 x Xeon Platinum 8275CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8275CL NUMA offEPYC 2 7R322 x Xeon Gold 6226R2 x Xeon Gold 5220RXeon Platinum 8280Xeon W-3275M2 x Xeon Silver 4216Xeon Platinum 8259CLXeon Gold 6226RXeon Gold 5220RXeon Gold 5218Xeon Silver 4216612182430SE +/- 0.251, N = 14SE +/- 0.332, N = 3SE +/- 0.155, N = 3SE +/- 0.324, N = 3SE +/- 0.178, N = 3SE +/- 0.372, N = 15SE +/- 0.055, N = 3SE +/- 0.046, N = 3SE +/- 0.192, N = 3SE +/- 0.127, N = 15SE +/- 0.014, N = 3SE +/- 0.083, N = 3SE +/- 0.024, N = 3SE +/- 0.018, N = 3SE +/- 0.006, N = 3SE +/- 0.021, N = 324.78822.53522.30121.88720.98420.82118.15017.37815.31414.56214.16113.04010.3259.5358.1587.810-lpng -lz-lpng -lz-lpng -lz-lpng -lz-ljpeg -lpng -lz-lpng -lz-lpng -lz-lpng -lz-lpng -lz-lpng -lz1. (CXX) g++ options: -O3 -rdynamic -lfftw3 -lm

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 Platinum 82802 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Gold 6226RXeon Platinum 8280Xeon W-3275MXeon Platinum 8259CL2 x Xeon Gold 5220R2 x Xeon Silver 4216Xeon Gold 6226RXeon Gold 5220RXeon Gold 5218Xeon Silver 4216510152025SE +/- 0.00369, N = 3SE +/- 0.00222, N = 3SE +/- 0.01549, N = 3SE +/- 0.00526, N = 3SE +/- 0.00712, N = 3SE +/- 0.00159, N = 3SE +/- 0.00251, N = 3SE +/- 0.03985, N = 3SE +/- 0.00210, N = 3SE +/- 0.01392, N = 3SE +/- 0.00821, N = 3SE +/- 0.00297, N = 3SE +/- 0.00134, N = 3SE +/- 0.05476, N = 3SE +/- 0.02388, N = 34.358174.360024.379524.856894.871946.296477.696058.462739.371079.4259110.9379012.3271016.8253021.4290021.47550MIN: 4.82MIN: 4.83MIN: 6.25MIN: 7.67MIN: 8.21MIN: 9.33MIN: 9.32MIN: 10.86MIN: 12.27MIN: 16.72MIN: 21.29MIN: 21.241. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl

MKL-DNN DNNL

Harness: Deconvolution Batch deconv_3d - Data Type: f32

OpenBenchmarking.orgms, Fewer Is BetterMKL-DNN DNNL 1.1Harness: Deconvolution Batch deconv_3d - Data Type: f322 x Xeon Platinum 82802 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Gold 6226RXeon Platinum 8280Xeon Platinum 8259CLEPYC 2 7R32Xeon W-3275M2 x Xeon Gold 5220RXeon Gold 6226R2 x Xeon Silver 4216Xeon Gold 5220RXeon Gold 5218Xeon Silver 4216246810SE +/- 0.00373, N = 3SE +/- 0.00132, N = 3SE +/- 0.00161, N = 3SE +/- 0.00388, N = 3SE +/- 0.00118, N = 3SE +/- 0.00200, N = 3SE +/- 0.00032, N = 3SE +/- 0.00571, N = 3SE +/- 0.00603, N = 3SE +/- 0.01801, N = 3SE +/- 0.00092, N = 3SE +/- 0.00634, N = 3SE +/- 0.00590, N = 3SE +/- 0.01927, N = 3SE +/- 0.01731, N = 3SE +/- 0.01443, N = 31.136081.172781.173851.263951.266491.707491.962792.200532.204712.275262.697003.130063.855124.889665.804207.63646MIN: 1.95MIN: 2.17MIN: 2.14MIN: 2.12MIN: 2.66MIN: 3.1MIN: 3.82MIN: 4.84MIN: 5.77MIN: 7.571. (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 HydrodynamicsEPYC 2 7R322 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 82802 x Xeon Platinum 8259CL2 x Xeon Gold 6226RXeon Platinum 82802 x Xeon Silver 42162 x Xeon Gold 5220RXeon Platinum 8259CLXeon W-3275MXeon Gold 6226RXeon Gold 5220RXeon Gold 5218Xeon Silver 42160.33530.67061.00591.34121.6765SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.02, N = 15SE +/- 0.03, N = 15SE +/- 0.04, N = 15SE +/- 0.00, N = 3SE +/- 0.04, N = 15SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.02, N = 15SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 30.360.630.690.780.930.961.001.061.111.141.271.281.371.491. (F9X) gfortran options: -O3 -march=native -funroll-loops -fopenmp

Nettle

Test: sha512

OpenBenchmarking.orgMbyte/s, More Is BetterNettle 3.5.1Test: sha512Xeon W-3275MXeon Platinum 82802 x Xeon Platinum 82802 x Xeon Platinum 8275CL NUMA offXeon Gold 52182 x Xeon Gold 6226R2 x Xeon Gold 5220RXeon Gold 6226R2 x Xeon Platinum 8275CLXeon Gold 5220REPYC 2 7R322 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CLXeon Platinum 8259CL2 x Xeon Silver 4216Xeon Silver 4216120240360480600SE +/- 2.72, N = 3SE +/- 0.15, N = 3SE +/- 0.97, N = 3SE +/- 0.61, N = 3SE +/- 0.19, N = 3SE +/- 0.11, N = 3SE +/- 0.19, N = 3SE +/- 0.77, N = 3SE +/- 2.94, N = 3SE +/- 1.03, N = 3SE +/- 0.28, N = 3SE +/- 1.80, N = 3SE +/- 2.61, N = 3SE +/- 2.12, N = 3SE +/- 0.28, N = 3SE +/- 0.56, N = 3550.93501.98500.98490.26489.51489.42489.15488.81487.55485.86478.09438.23437.62436.73401.13399.991. (CC) gcc options: -O2 -ggdb3 -lnettle -lgmp -lm -lcrypto

Nettle

Test: chacha

OpenBenchmarking.orgMbyte/s, More Is BetterNettle 3.5.1Test: chachaXeon W-3275M2 x Xeon Platinum 8280Xeon Platinum 82802 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Gold 6226RXeon Gold 6226R2 x Xeon Gold 5220RXeon Gold 5218Xeon Gold 5220RXeon Platinum 8259CL2 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Silver 4216Xeon Silver 4216EPYC 2 7R3230060090012001500SE +/- 5.99, N = 3SE +/- 0.37, N = 3SE +/- 0.86, N = 3SE +/- 0.48, N = 3SE +/- 1.27, N = 3SE +/- 0.61, N = 3SE +/- 0.49, N = 3SE +/- 0.41, N = 3SE +/- 0.76, N = 3SE +/- 1.02, N = 3SE +/- 1.52, N = 3SE +/- 4.50, N = 3SE +/- 4.18, N = 3SE +/- 0.18, N = 3SE +/- 0.91, N = 3SE +/- 0.08, N = 31172.151051.941051.111027.591025.601025.381024.991024.981024.491020.09920.51917.75917.51841.65837.61750.36MIN: 567.45 / MAX: 3234.29MIN: 535.04 / MAX: 2870.94MIN: 532.77 / MAX: 2871.25MIN: 523.28 / MAX: 2803.78MIN: 515.88 / MAX: 2805.16MIN: 522.31 / MAX: 2798.89MIN: 521.91 / MAX: 2799.45MIN: 518.14 / MAX: 2797.53MIN: 507.67 / MAX: 2797.4MIN: 519.31 / MAX: 2788.96MIN: 461.1 / MAX: 2517.2MIN: 461.99 / MAX: 2517.41MIN: 463.47 / MAX: 2517.16MIN: 428.69 / MAX: 2296.48MIN: 423.28 / MAX: 2294.55MIN: 382.32 / MAX: 2047.211. (CC) gcc options: -O2 -ggdb3 -lnettle -lgmp -lm -lcrypto

Nettle

Test: poly1305-aes

OpenBenchmarking.orgMbyte/s, More Is BetterNettle 3.5.1Test: poly1305-aesXeon W-3275M2 x Xeon Platinum 8280Xeon Platinum 82802 x Xeon Platinum 8275CL NUMA offXeon Gold 52182 x Xeon Gold 6226R2 x Xeon Gold 5220RXeon Gold 6226R2 x Xeon Platinum 8275CLXeon Gold 5220R2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CLXeon Platinum 8259CL2 x Xeon Silver 4216Xeon Silver 4216EPYC 2 7R327001400210028003500SE +/- 24.77, N = 3SE +/- 1.10, N = 3SE +/- 0.87, N = 3SE +/- 1.01, N = 3SE +/- 0.60, N = 3SE +/- 0.50, N = 3SE +/- 0.92, N = 3SE +/- 2.79, N = 3SE +/- 17.33, N = 3SE +/- 5.86, N = 3SE +/- 0.36, N = 3SE +/- 15.23, N = 3SE +/- 12.50, N = 3SE +/- 1.74, N = 3SE +/- 3.38, N = 3SE +/- 0.71, N = 33207.982868.692867.482803.552798.562797.432797.222795.492785.992779.782516.872497.862492.482294.742291.692046.351. (CC) gcc options: -O2 -ggdb3 -lnettle -lgmp -lm -lcrypto

Phoronix Test Suite v10.8.5