2 x Intel Xeon Platinum 8259L testing with a ASRockRack EP2C621D16-4LP (P2.20 BIOS) and llvmpipe 188GB on Ubuntu 19.10 via the Phoronix Test Suite.
Compare your own system(s) to this result file with the
Phoronix Test Suite by running the command:
phoronix-test-suite benchmark 2009176-VE-2004196VE31 Xeon Tests - Phoronix Test Suite Xeon Tests 2 x Intel Xeon Platinum 8259L testing with a ASRockRack EP2C621D16-4LP (P2.20 BIOS) and llvmpipe 188GB on Ubuntu 19.10 via the Phoronix Test Suite.
HTML result view exported from: https://openbenchmarking.org/result/2009176-VE-2004196VE31&grr&sor .
Xeon Tests Processor Motherboard Chipset Memory Disk Graphics Monitor Network Audio OS Kernel Desktop Display Server Display Driver Compiler File-System Screen Resolution OpenGL 2 x Xeon Gold 5220R Xeon Gold 5220R Xeon Platinum 8280 2 x Xeon Platinum 8280 Xeon Gold 5218 Xeon Silver 4216 Xeon Gold 6226R 2 x Xeon Gold 6226R 2 x Xeon Silver 4216 Xeon W-3275M 2 x Xeon Platinum 8275CL 2 x Xeon Platinum 8275CL NUMA off EPYC 2 7R32 2 x Xeon Platinum 8259CL 2 x Intel Xeon Gold 5220R @ 3.90GHz (36 Cores / 72 Threads) GIGABYTE MD61-SC2-00 v01000100 (T15 BIOS) Intel Sky Lake-E DMI3 Registers 12 x 32 GB DDR4-2933MT/s HMA84GR7CJR4N-WM 280GB INTEL SSDPED1D280GA ASPEED VE228 2 x Intel X722 for 1GbE + 2 x QLogic FastLinQ QL41000 10/25/40/50GbE Ubuntu 20.04 5.4.0-18-generic (x86_64) GNOME Shell 3.36.0 X Server 1.20.7 modesetting 1.20.7 GCC 9.3.0 ext4 1920x1080 Intel Xeon Gold 5220R @ 3.90GHz (18 Cores / 36 Threads) 6 x 32 GB DDR4-2933MT/s HMA84GR7CJR4N-WM 1024x768 Intel Xeon Platinum 8280 @ 4.00GHz (28 Cores / 56 Threads) 2 x Intel Xeon Platinum 8280 @ 4.00GHz (56 Cores / 112 Threads) 12 x 32 GB DDR4-2933MT/s HMA84GR7CJR4N-WM Intel Xeon Gold 5218 @ 3.90GHz (16 Cores / 32 Threads) 6 x 32 GB DDR4-2933MT/s HMA84GR7CJR4N-WM 2 x VE228 1920x1080 Intel Xeon Silver 4216 @ 3.20GHz (16 Cores / 32 Threads) 3 x VE228 Intel Xeon Gold 6226R @ 3.90GHz (16 Cores / 32 Threads) 4 x VE228 2 x Intel Xeon Gold 6226R @ 3.90GHz (32 Cores / 64 Threads) 12 x 32 GB DDR4-2933MT/s HMA84GR7CJR4N-WM 5 x VE228 2 x Intel Xeon Silver 4216 @ 3.20GHz (32 Cores / 64 Threads) 6 x VE228 Intel Xeon W-3275M @ 4.60GHz (28 Cores / 56 Threads) Supermicro X11SPA-T v1.01 (3.1 BIOS) 188GB 2 x 1024GB Samsung SSD 970 PRO 1TB eVGA NVIDIA GeForce RTX 2080 Ti 11GB (1350/7000MHz) Realtek ALC888-VD BenQ SW271 Intel I210 + Aquantia AQC107 NBase-T/IEEE Ubuntu 19.10 5.3.0-46-generic (x86_64) GNOME Shell 3.34.3 X Server 1.20.5 NVIDIA 430.50 4.6.0 GCC 9.2.1 20191008 + CUDA 10.1 3840x2160 2 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/s 256GB TOSHIBA THNSNJ25 + 600GB INTEL SSDSC2BB60 + 6001GB HGST HUS726060AL llvmpipe 220GB Creative Labs EMU20k2 DELL UP2516D 4 x Intel X722 for 1GbE 5.3.0-55-generic (x86_64) GNOME Shell 3.34.1 X Server 3.3 Mesa 19.2.1 (LLVM 9.0 256 bits) GCC 9.2.1 20191008 2560x1440 3.3 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/Matisse 8 x 16384 MB DDR4-3200MT/s HMA82GR7CJR8N-XN 32GB Mass Storage + 256GB TOSHIBA THNSNJ25 + 600GB INTEL SSDSC2BB60 + 6001GB HGST HUS726060AL llvmpipe 126GB Crystal View 2 x Intel I210 5.3.0-64-generic (x86_64) 3.3 Mesa 19.2.8 (LLVM 9.0 128 bits) 800x600 2 x Intel Xeon Platinum 8259L @ 3.50GHz (48 Cores / 96 Threads) ASRockRack EP2C621D16-4LP (P2.20 BIOS) Intel Sky Lake-E DMI3 Registers 12 x 16384 MB DDR4-3200MT/s Hynix HMA82GR7CJR8N-XN 256GB TOSHIBA THNSNJ25 llvmpipe 188GB NVIDIA Device 10f8 DELL UP2516D 4 x Intel X722 for 1GbE 3.3 Mesa 19.2.8 (LLVM 9.0 256 bits) 2560x1440 OpenBenchmarking.org Compiler Details - 2 x Xeon Gold 5220R: --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-gnu-unique-object --enable-languages=c,ada,c++,go,brig,d,fortran,objc,obj-c++,gm2 --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-targets=nvptx-none,hsa --enable-plugin --enable-shared --enable-threads=posix --host=x86_64-linux-gnu --program-prefix=x86_64-linux-gnu- --target=x86_64-linux-gnu --with-abi=m64 --with-arch-32=i686 --with-default-libstdcxx-abi=new --with-gcc-major-version-only --with-multilib-list=m32,m64,mx32 --with-target-system-zlib=auto --with-tune=generic --without-cuda-driver -v - Xeon Gold 5220R: --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-gnu-unique-object --enable-languages=c,ada,c++,go,brig,d,fortran,objc,obj-c++,gm2 --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-targets=nvptx-none,hsa --enable-plugin --enable-shared --enable-threads=posix --host=x86_64-linux-gnu --program-prefix=x86_64-linux-gnu- --target=x86_64-linux-gnu --with-abi=m64 --with-arch-32=i686 --with-default-libstdcxx-abi=new --with-gcc-major-version-only --with-multilib-list=m32,m64,mx32 --with-target-system-zlib=auto --with-tune=generic --without-cuda-driver -v - Xeon Platinum 8280: --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-gnu-unique-object --enable-languages=c,ada,c++,go,brig,d,fortran,objc,obj-c++,gm2 --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-targets=nvptx-none,hsa --enable-plugin --enable-shared --enable-threads=posix --host=x86_64-linux-gnu --program-prefix=x86_64-linux-gnu- --target=x86_64-linux-gnu --with-abi=m64 --with-arch-32=i686 --with-default-libstdcxx-abi=new --with-gcc-major-version-only --with-multilib-list=m32,m64,mx32 --with-target-system-zlib=auto --with-tune=generic --without-cuda-driver -v - 2 x Xeon Platinum 8280: --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-gnu-unique-object --enable-languages=c,ada,c++,go,brig,d,fortran,objc,obj-c++,gm2 --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-targets=nvptx-none,hsa --enable-plugin --enable-shared --enable-threads=posix --host=x86_64-linux-gnu --program-prefix=x86_64-linux-gnu- --target=x86_64-linux-gnu --with-abi=m64 --with-arch-32=i686 --with-default-libstdcxx-abi=new --with-gcc-major-version-only --with-multilib-list=m32,m64,mx32 --with-target-system-zlib=auto --with-tune=generic --without-cuda-driver -v - Xeon Gold 5218: --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-gnu-unique-object --enable-languages=c,ada,c++,go,brig,d,fortran,objc,obj-c++,gm2 --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-targets=nvptx-none,hsa --enable-plugin --enable-shared --enable-threads=posix --host=x86_64-linux-gnu --program-prefix=x86_64-linux-gnu- --target=x86_64-linux-gnu --with-abi=m64 --with-arch-32=i686 --with-default-libstdcxx-abi=new --with-gcc-major-version-only --with-multilib-list=m32,m64,mx32 --with-target-system-zlib=auto --with-tune=generic --without-cuda-driver -v - Xeon Silver 4216: --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-gnu-unique-object --enable-languages=c,ada,c++,go,brig,d,fortran,objc,obj-c++,gm2 --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-targets=nvptx-none,hsa --enable-plugin --enable-shared --enable-threads=posix --host=x86_64-linux-gnu --program-prefix=x86_64-linux-gnu- --target=x86_64-linux-gnu --with-abi=m64 --with-arch-32=i686 --with-default-libstdcxx-abi=new --with-gcc-major-version-only --with-multilib-list=m32,m64,mx32 --with-target-system-zlib=auto --with-tune=generic --without-cuda-driver -v - Xeon Gold 6226R: --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-gnu-unique-object --enable-languages=c,ada,c++,go,brig,d,fortran,objc,obj-c++,gm2 --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-targets=nvptx-none,hsa --enable-plugin --enable-shared --enable-threads=posix --host=x86_64-linux-gnu --program-prefix=x86_64-linux-gnu- --target=x86_64-linux-gnu --with-abi=m64 --with-arch-32=i686 --with-default-libstdcxx-abi=new --with-gcc-major-version-only --with-multilib-list=m32,m64,mx32 --with-target-system-zlib=auto --with-tune=generic --without-cuda-driver -v - 2 x Xeon Gold 6226R: --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-gnu-unique-object --enable-languages=c,ada,c++,go,brig,d,fortran,objc,obj-c++,gm2 --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-targets=nvptx-none,hsa --enable-plugin --enable-shared --enable-threads=posix --host=x86_64-linux-gnu --program-prefix=x86_64-linux-gnu- --target=x86_64-linux-gnu --with-abi=m64 --with-arch-32=i686 --with-default-libstdcxx-abi=new --with-gcc-major-version-only --with-multilib-list=m32,m64,mx32 --with-target-system-zlib=auto --with-tune=generic --without-cuda-driver -v - 2 x Xeon Silver 4216: --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-gnu-unique-object --enable-languages=c,ada,c++,go,brig,d,fortran,objc,obj-c++,gm2 --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-targets=nvptx-none,hsa --enable-plugin --enable-shared --enable-threads=posix --host=x86_64-linux-gnu --program-prefix=x86_64-linux-gnu- --target=x86_64-linux-gnu --with-abi=m64 --with-arch-32=i686 --with-default-libstdcxx-abi=new --with-gcc-major-version-only --with-multilib-list=m32,m64,mx32 --with-target-system-zlib=auto --with-tune=generic --without-cuda-driver -v - Xeon W-3275M: --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-bootstrap --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-gnu-unique-object --enable-languages=c,ada,c++,go,brig,d,fortran,objc,obj-c++,gm2 --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-offload-targets=nvptx-none,hsa --enable-plugin --enable-shared --enable-threads=posix --host=x86_64-linux-gnu --program-prefix=x86_64-linux-gnu- --target=x86_64-linux-gnu --with-abi=m64 --with-arch-32=i686 --with-default-libstdcxx-abi=new --with-gcc-major-version-only --with-multilib-list=m32,m64,mx32 --with-target-system-zlib=auto --with-tune=generic --without-cuda-driver -v - 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 Processor Details - 2 x Xeon Gold 5220R: Scaling Governor: intel_pstate powersave - CPU Microcode: 0x500002c - Xeon Gold 5220R: Scaling Governor: intel_pstate powersave - CPU Microcode: 0x500002c - Xeon Platinum 8280: Scaling Governor: intel_pstate powersave - CPU Microcode: 0x500002c - 2 x Xeon Platinum 8280: Scaling Governor: intel_pstate powersave - CPU Microcode: 0x500002c - Xeon Gold 5218: Scaling Governor: intel_pstate powersave - CPU Microcode: 0x500002c - Xeon Silver 4216: Scaling Governor: intel_pstate powersave - CPU Microcode: 0x500002c - Xeon Gold 6226R: Scaling Governor: intel_pstate powersave - CPU Microcode: 0x500002c - 2 x Xeon Gold 6226R: Scaling Governor: intel_pstate powersave - CPU Microcode: 0x500002c - 2 x Xeon Silver 4216: Scaling Governor: intel_pstate powersave - CPU Microcode: 0x500002c - Xeon W-3275M: Scaling Governor: intel_pstate powersave - CPU Microcode: 0x500002c - 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 Java Details - 2 x Xeon Gold 5220R: OpenJDK Runtime Environment (build 11.0.6+10-post-Ubuntu-2ubuntu2) - Xeon Gold 5220R: OpenJDK Runtime Environment (build 11.0.6+10-post-Ubuntu-2ubuntu2) - Xeon Platinum 8280: OpenJDK Runtime Environment (build 11.0.6+10-post-Ubuntu-2ubuntu2) - 2 x Xeon Platinum 8280: OpenJDK Runtime Environment (build 11.0.6+10-post-Ubuntu-2ubuntu2) - Xeon Gold 5218: OpenJDK Runtime Environment (build 11.0.6+10-post-Ubuntu-2ubuntu2) - Xeon Silver 4216: OpenJDK Runtime Environment (build 11.0.6+10-post-Ubuntu-2ubuntu2) - Xeon Gold 6226R: OpenJDK Runtime Environment (build 11.0.6+10-post-Ubuntu-2ubuntu2) - 2 x Xeon Gold 6226R: OpenJDK Runtime Environment (build 11.0.6+10-post-Ubuntu-2ubuntu2) - 2 x Xeon Silver 4216: OpenJDK Runtime Environment (build 11.0.6+10-post-Ubuntu-2ubuntu2) - Xeon W-3275M: OpenJDK Runtime Environment (build 11.0.6+10-post-Ubuntu-1ubuntu119.10.1) - 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) 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 Security Details - 2 x Xeon Gold 5220R: itlb_multihit: KVM: Mitigation of Split huge pages + l1tf: Not affected + mds: Not affected + meltdown: Not affected + spec_store_bypass: Mitigation of SSB disabled via prctl and seccomp + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Enhanced IBRS IBPB: conditional RSB filling + tsx_async_abort: Mitigation of TSX disabled - Xeon Gold 5220R: itlb_multihit: KVM: Mitigation of Split huge pages + l1tf: Not affected + mds: Not affected + meltdown: Not affected + spec_store_bypass: Mitigation of SSB disabled via prctl and seccomp + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Enhanced IBRS IBPB: conditional RSB filling + tsx_async_abort: Mitigation of TSX disabled - Xeon Platinum 8280: itlb_multihit: KVM: Mitigation of Split huge pages + l1tf: Not affected + mds: Not affected + meltdown: Not affected + spec_store_bypass: Mitigation of SSB disabled via prctl and seccomp + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Enhanced IBRS IBPB: conditional RSB filling + tsx_async_abort: Mitigation of TSX disabled - 2 x Xeon Platinum 8280: itlb_multihit: KVM: Mitigation of Split huge pages + l1tf: Not affected + mds: Not affected + meltdown: Not affected + spec_store_bypass: Mitigation of SSB disabled via prctl and seccomp + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Enhanced IBRS IBPB: conditional RSB filling + tsx_async_abort: Mitigation of TSX disabled - Xeon Gold 5218: itlb_multihit: KVM: Mitigation of Split huge pages + l1tf: Not affected + mds: Not affected + meltdown: Not affected + spec_store_bypass: Mitigation of SSB disabled via prctl and seccomp + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Enhanced IBRS IBPB: conditional RSB filling + tsx_async_abort: Mitigation of TSX disabled - Xeon Silver 4216: itlb_multihit: KVM: Mitigation of Split huge pages + l1tf: Not affected + mds: Not affected + meltdown: Not affected + spec_store_bypass: Mitigation of SSB disabled via prctl and seccomp + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Enhanced IBRS IBPB: conditional RSB filling + tsx_async_abort: Mitigation of TSX disabled - Xeon Gold 6226R: itlb_multihit: KVM: Mitigation of Split huge pages + l1tf: Not affected + mds: Not affected + meltdown: Not affected + spec_store_bypass: Mitigation of SSB disabled via prctl and seccomp + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Enhanced IBRS IBPB: conditional RSB filling + tsx_async_abort: Mitigation of TSX disabled - 2 x Xeon Gold 6226R: itlb_multihit: KVM: Mitigation of Split huge pages + l1tf: Not affected + mds: Not affected + meltdown: Not affected + spec_store_bypass: Mitigation of SSB disabled via prctl and seccomp + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Enhanced IBRS IBPB: conditional RSB filling + tsx_async_abort: Mitigation of TSX disabled - 2 x Xeon Silver 4216: itlb_multihit: KVM: Mitigation of Split huge pages + l1tf: Not affected + mds: Not affected + meltdown: Not affected + spec_store_bypass: Mitigation of SSB disabled via prctl and seccomp + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Enhanced IBRS IBPB: conditional RSB filling + tsx_async_abort: Mitigation of TSX disabled - Xeon W-3275M: itlb_multihit: KVM: Mitigation of Split huge pages + l1tf: Not affected + mds: Not affected + meltdown: Not affected + spec_store_bypass: Mitigation of SSB disabled via prctl and seccomp + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Enhanced IBRS IBPB: conditional RSB filling + tsx_async_abort: Mitigation of TSX disabled - 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 OpenCL Details - Xeon W-3275M: GPU Compute Cores: 4352
Xeon Tests build-gcc: Time To Compile mkl-dnn: Convolution Batch conv_all - bf16bf16bf16 mkl-dnn: Convolution Batch conv_all - u8s8f32 mkl-dnn: Convolution Batch conv_all - f32 mkl-dnn: Deconvolution Batch deconv_all - bf16bf16bf16 mkl-dnn: Deconvolution Batch deconv_all - f32 blender: Barbershop - CPU-Only hpcg: build-llvm: Time To Compile blender: Pabellon Barcelona - CPU-Only radiance: Serial numpy: pgbench: Buffer Test - Normal Load - Read Write pgbench: Buffer Test - Normal Load - Read Only mlpack: scikit_linearridgeregression mlpack: scikit_qda renaissance: Savina Reactors.IO blender: Classroom - CPU-Only ospray: San Miguel - Path Tracer dav1d: Chimera 1080p 10-bit asmfish: 1024 Hash Memory, 26 Depth luxcorerender: Rainbow Colors and Prism mrbayes: Primate Phylogeny Analysis appleseed: Emily build-gdb: Time To Compile ospray: XFrog Forest - SciVis ospray: XFrog Forest - Path Tracer mkl-dnn: Convolution Batch conv_googlenet_v3 - bf16bf16bf16 mkl-dnn: Convolution Batch conv_googlenet_v3 - u8s8f32 mkl-dnn: Convolution Batch conv_googlenet_v3 - f32 ospray: San Miguel - SciVis blender: Fishy Cat - CPU-Only appleseed: Material Tester build-linux-kernel: Time To Compile deepspeech: CPU mlpack: scikit_ica pyperformance: python_startup ospray: NASA Streamlines - Path Tracer build2: Time To Compile radiance: SMP Parallel blender: BMW27 - CPU-Only appleseed: Disney Material stockfish: Total Time v-ray: CPU npb: EP.D renaissance: Apache Spark PageRank namd: ATPase Simulation - 327,506 Atoms luxcorerender: DLSC john-the-ripper: MD5 renaissance: Apache Spark Bayes mkl-dnn: Convolution Batch conv_3d - u8s8f32 basis: ETC1S pyperformance: float mkl-dnn: IP Batch All - u8s8f32 himeno: Poisson Pressure Solver mkl-dnn: IP Batch All - f32 pyperformance: regex_compile npb: BT.C mkl-dnn: Convolution Batch conv_3d - bf16bf16bf16 embree: Pathtracer - Asian Dragon Obj embree: Pathtracer ISPC - Asian Dragon Obj pyperformance: django_template basis: UASTC Level 3 mkl-dnn: IP Batch 1D - f32 john-the-ripper: Blowfish ospray: NASA Streamlines - SciVis lzbench: Crush 0 - Decompression lzbench: Crush 0 - Compression embree: Pathtracer ISPC - Crown npb: LU.C tungsten: Water Caustic intel-mpi: IMB-P2P PingPong embree: Pathtracer - Crown pybench: Total For Average Test Times lzbench: Zstd 8 - Decompression lzbench: Zstd 8 - Compression lzbench: Brotli 2 - Decompression lzbench: Brotli 2 - Compression lzbench: Zstd 1 - Decompression lzbench: Zstd 1 - Compression mkl-dnn: Deconvolution Batch deconv_3d - u8s8f32 embree: Pathtracer - Asian Dragon mlpack: scikit_svm compress-zstd: Compressing ubuntu-16.04.3-server-i386.img, Compression Level 19 svt-av1: Enc Mode 4 - 1080p mkl-dnn: Convolution Batch conv_alexnet - bf16bf16bf16 mkl-dnn: Deconvolution Batch deconv_1d - u8s8f32 mkl-dnn: Deconvolution Batch deconv_1d - bf16bf16bf16 mkl-dnn: Deconvolution Batch deconv_1d - f32 embree: Pathtracer ISPC - Asian Dragon dav1d: Summer Nature 4K mkl-dnn: Convolution Batch conv_alexnet - u8s8f32 arrayfire: BLAS CPU phpbench: PHP Benchmark Suite mkl-dnn: Convolution Batch conv_alexnet - f32 renaissance: Scala Dotty ospray: Magnetic Reconnection - SciVis mkl-dnn: IP Batch 1D - bf16bf16bf16 tungsten: Hair npb: SP.B arrayfire: Conjugate Gradient CPU dav1d: Summer Nature 1080p svt-av1: Enc Mode 8 - 1080p smhasher: wyhash smhasher: wyhash scikit-learn: dacapobench: Jython svt-vp9: Visual Quality Optimized - Bosphorus 1080p npb: MG.C oidn: Memorial nettle: aes256 npb: EP.C lammps: Rhodopsin Protein mkl-dnn: Deconvolution Batch deconv_3d - bf16bf16bf16 mkl-dnn: Deconvolution Batch deconv_3d - f32 cloverleaf: Lagrangian-Eulerian Hydrodynamics nettle: sha512 nettle: chacha nettle: poly1305-aes 2 x Xeon Gold 5220R Xeon Gold 5220R Xeon Platinum 8280 2 x Xeon Platinum 8280 Xeon Gold 5218 Xeon Silver 4216 Xeon Gold 6226R 2 x Xeon Gold 6226R 2 x Xeon Silver 4216 Xeon W-3275M 2 x Xeon Platinum 8275CL 2 x Xeon Platinum 8275CL NUMA off EPYC 2 7R32 2 x Xeon Platinum 8259CL 1060.578 3917.52 2479.28 999.544 3152.41 1278.25 260.56 25.6303 286.782 208.30 746.918 300.73 34227.724903 598798.571324 2.39 42.69 26257.008 165.96 3.95 70.81 85501851 4.46 134.928 180.645797 146.439 7.19 3.98 187.168 15.7542 54.8190 43.48 98.24 189.459653 36.699 125.11863 77.41 11.2 10.42 72.151 230.561 60.67 88.856634 74235829 40270 3780.59 24540.720 0.60333 4.44 4821000 3662.767 4896.41 54.554 113 4.08605 3404.690861 10.6348 167 100761.29 15.2177 32.3301 37.1498 47.3 27.981 2.23009 51324 55.56 419 93 33.4469 108883.40 23.3367 19650424.333333 29.5153 1100 1101 74 613 172 1147 437 3112.36 35.8757 17.92 10.449 5.302 712.201 0.560890 7.22975 2.12680 43.0983 177.89 35.9778 2359.13 631283 122.761 7414.619 47.62 5.72791 11.0726 50932.88 9.898 321.84 49.209 18.806 10.458 4877 237.57 58984.18 27.97 6159.21 3768.66 17.378 9.42591 2.69700 1.06 489.15 1024.975 2797.22 1167.683 7839.95 4826.71 1948.77 5695.58 1920.74 456.47 13.3529 430.426 404.78 749.923 313.76 45518.593515 383120.690509 2.25 34.24 22776.295 328.81 2.14 58.05 43217939 2.48 134.483 284.27974 151.909 3.70 2.06 369.287 28.4532 108.161 23.26 175.95 162.860353 59.012 126.07801 68.19 11.3 5.38 91.641 242.515 113.30 158.77238 38167326 21886 1966.61 21704.485 1.15745 2.32 2506000 3150.096 9696.92 56.018 114 4.61054 3398.397455 8.90795 168 50787.79 29.9173 17.7957 20.3418 47.1 46.708 4.49985 25547 28.57 428 98 17.6604 56744.87 25.0080 10276849.521739 16.0514 1114 1194 76 651 176 1180 444 6072.57 19.6105 17.82 10.355 4.285 1433.47 0.843709 13.1428 3.36432 23.6042 160.59 66.7352 1201.54 629690 244.745 7556.329 27.03 8.68590 18.9840 23346.56 6.409 274.98 33.088 18.815 10.112 4834 224.01 31197.22 18.41 6133.91 1863.15 9.535 16.8253 4.88966 1.28 485.86 1020.093 2779.78 1063.705 3497.47 2846.12 765.745 2935.99 1113.54 287.80 14.9097 308.741 246.31 728.361 330.33 53139.057777 560887.766696 1.67 30.45 21975.122 198.25 3.52 65.40 68762075 4.11 128.848 197.649505 144.643 6.25 3.46 166.984 11.2900 42.0758 38.46 110.67 123.979103 40.898 118.09377 67.36 11.2 9.49 74.118 235 69.80 103.833099 62891312 34710 3283.38 20621.229 0.70709 3.79 4090000 2674.175 5919.94 51.446 109 3.23121 3510.205159 6.79509 164 71842.34 14.0780 29.2061 33.0490 46.2 30.689 2.39451 42864 50 440 101 28.7730 74255.67 22.0167 16653864.768116 26.2800 1076 1224 77 673 181 1212 457 3716.98 32.2474 17.19 8.203 6.030 637.374 0.371036 6.55374 1.46232 38.3100 199.08 26.8391 3432.16 649164 94.1937 6664.254 42.87 4.83170 12.6863 32682.14 4.115 323.20 51.917 22.678 9.127 4547 265.40 37089.05 31.10 6313.16 3194.18 15.314 7.69605 1.96279 0.96 501.98 1051.111 2867.48 1005.530 1766.35 1517.44 496.816 1779.15 881.783 187.33 28.8542 221.515 129.01 728.246 321.82 24466.911227 909916.490086 1.82 38.35 26764.941 100.47 6.53 85.14 133839896 7.15 129.986 154.980752 142.695 12.05 6.67 86.5391 7.46050 23.1772 69.52 66.39 193.44241 27.309 122.22468 63.35 11.2 18.18 62.776 226.076 38.79 68.618272 119715795 64331 6284.65 23588.397 0.36226 7.19 7880000 3228.633 3005.48 52.694 109 3.11002 3514.604106 9.52466 164 136046.53 7.92912 51.7853 58.6945 45.9 19.885 1.63986 84084 90.91 428 96 53.2304 140090.32 21.5896 31821690.550725 45.6121 1073 1124 75 623 176 1168 449 1893.72 57.4870 17.19 9.137 7.033 320.060 0.394455 4.06847 1.24029 68.4241 221.31 19.8143 3430.28 649693 49.8437 6890.606 71.43 3.65964 7.82706 70893.41 7.481 409.88 56.982 22.677 9.392 4711 233.17 69175.12 34.49 6320.00 6104.94 24.788 4.35817 1.13608 0.69 500.98 1051.936 2868.69 1218.874 10255.2 5840.26 2363.00 6721.02 1699.69 589.07 13.0138 501.218 531.98 747.844 315.14 40894.896756 322051.631187 2.46 37.41 27198.080 433.42 1.75 55.88 36561817 1.88 147.734 328.139133 156.299 3.01 1.68 484.594 34.6031 131.088 18.87 229.28 179.751505 67.156 128.40692 68.78 11.1 4.37 101.716 241.897 149.39 182.557972 32424332 16981 1635.78 23703.029 1.51168 1.74 1912667 3477.331 11821.3 58.473 114 4.83875 3405.035897 9.30959 167 48617.05 39.9985 13.8526 16.7685 47.2 55.209 4.75696 21403 23.26 430 96 14.4163 48143.49 25.9635 9066471.0434783 12.3882 1101 1195 74 655 176 1184 446 7189.03 15.3104 17.98 11.122 3.339 1874.47 0.976730 16.5484 3.99488 19.4321 136.86 81.0705 1002.09 632455 298.300 8286.123 22.22 8.8271 22.4866 22329.34 7.042 265.46 27.193 19.806 10.286 5096 172.82 30328.65 15.80 6164.79 1621.48 8.158 21.4290 5.80420 1.37 489.51 1024.493 2798.56 1398.020 10258.0 6241.16 3129.93 6721.54 2201.04 593.13 11.8883 531.152 531.39 909.318 272.12 40373.304894 313376.779917 2.97 40.75 22798.382 432.11 1.40 50.10 35085496 1.88 193.466 345.389961 177.772 2.34 1.31 484.895 45.0502 171.428 14.71 229.71 188.776756 71.770 135.99744 81.36 15.4 3.41 109.699 299.739 149.02 194.401843 31174576 17105 1571.49 25271.433 1.51721 1.77 1893333 3588.692 12300.3 67.461 137 5.59275 2823.595364 10.1930 204 46389.79 40.0192 13.8827 13.4918 57.5 58.246 5.16658 20424 18.18 353 82 11.3827 46723.01 28.8979 8923779.5507246 12.4316 1342 998 64 542 146 973 365 7457.86 15.2796 20.89 11.430 3.309 1875.23 1.27375 16.5516 5.31087 15.5911 132.46 105.826 765.491 515697 395.441 8634.691 17.94 10.9014 23.6129 21149.68 7.819 232.35 26.460 22004.08 22.131 12.030 5768 173.18 28301.13 12.85 5024.39 1545.50 7.810 21.4755 7.63646 1.49 399.99 837.612 2291.69 1092.587 5709.17 4478.93 1227.07 3966.73 983.913 453.22 13.9581 433.191 400.96 746.687 318.87 46503.283040 376860.318615 1.93 31.96 27198.856 321.53 2.02 62.32 44614925 2.51 123.702 276.768654 139.120 3.68 2.02 269.991 17.9735 69.1431 22.69 173.95 156.605614 57.772 119.78717 61.82 11.0 5.52 88.977 242.002 111.82 155.228014 39776292 22074 2094.53 21743.019 1.13586 2.35 2583000 2856.850 9374.60 54.790 115 4.53821 3401.157135 8.84233 168 56576.12 22.4243 17.4223 19.3228 47.3 44.943 4.41366 27126 29.41 429 95 16.8099 58594.50 24.0874 10620968.608695 15.9943 1103 1193 74 653 176 1182 445 5864.26 19.3472 17.92 10.330 4.340 1042.34 0.528632 9.90362 2.23126 22.4598 170.07 42.2202 2137.03 632431 155.368 6999.497 25.48 5.71439 18.6129 23859.79 6.451 307.75 34.636 19429.87 25.134 9.924 4609 221.95 31633.6 22.01 6161.42 2044.24 10.325 12.3271 3.13006 1.27 488.81 1024.992 2795.49 996.904 2871.11 2377.91 694.324 2169.93 711.389 257.01 26.5910 279.682 207.41 745.686 304.16 37715.216271 587882.232699 2.08 44.53 27972.998 163.32 3.71 73.95 83894514 4.32 124.258 177.661148 133.444 7.09 3.88 137.734 11.3282 36.3716 42.27 96.41 185.357154 36.595 123.38702 74.63 10.9 10.56 70.608 233.042 59.45 84.844108 75203729 34749 3969.60 24522.220 0.58237 4.5183 4977667 3405.414 4821.24 54.947 113 4.11779 3410.383938 10.5239 167 77470.67 11.6076 31.3117 34.8030 47.1 27.226 2.18975 53485 55.56 418 91 31.7318 106268.33 23.1916 20467429.521739 28.9602 1104 1100 72 608 172 1141 437 2987.08 34.6919 17.77 10.206 5.431 527.017 0.369060 5.38402 1.49724 40.4325 203.10 26.5363 3912.30 632601 81.1400 7231.014 45.45 3.21281 10.6653 49232.24 7.155 358.62 51.710 19424.11 25.129 10.449 4806 256.91 58681.42 33.06 6157.49 4005.26 18.150 6.29647 1.70749 0.93 489.42 1025.384 2797.43 1268.815 5156.69 3215.17 1578.24 3600.95 1364.26 333.40 23.1574 347.827 272.72 907.757 262.78 34916.030852 501697.238231 2.99 50.10 28596.105 218.06 2.63 59.51 66895810 3.65 194.504 222.968514 169.704 4.57 2.55 246.446 23.7028 87.5434 27.84 125.35 197.740442 45.315 133.01160 94.45 15.4 6.62 86.325 281.251 78.72 107.498089 60569696 27592 3144.70 28045.920 0.76982 3.43 3764000 4199.411 6329.94 65.644 137 4.82603 2817.673053 11.4215 204 65509.98 20.5163 25.4971 25.0678 57.5 34.632 2.66699 41021 34.48 344 80 21.7468 85606.53 27.3948 17176230.536232 23.2674 1343 930 63 509 142 943 359 3849.13 28.2032 21.09 10.978 4.216 938.910 0.770300 8.86913 3.06590 28.9732 159.60 55.3361 1497.75 519964 197.914 8583.014 32.53 5.56500 13.6031 42220.94 16.92 272.55 40.548 22011.20 22.129 12.549 5802 206.42 52832.47 20.43 5061.60 2984.02 14.161 10.9379 3.85512 1.00 401.13 841.649 2294.74 994.583 3880.44 2967.92 878.390 3293.94 1292.62 304.79 14.1623 281.678 265.41 665.7 367.56 11704.231804 567696.505912 1.99 32.65 25186.666 213.36 3.25 81.60 66225641 3.79 143.348 196.929786 134.824 5.72 3.17 188.611 13.4504 49.8744 34.48 118.09 124.147301 36.367 123.85252 54.91 17.7 8.69 66.415 219.836 74.96 106.643392 61170651 33014 3210.52 21015.543 0.81434 3.53 3654000 2743.623 6183.11 47.653 94.5 3.59218 3866.090988 7.54439 157 69347.58 16.5906 27.1952 30.3458 49.9 30.634 2.86715 40326 45.45 509 109 26.4010 69606.84 21.5517 20246604.623188 24.5503 951 1298 84 721 196 1299 508 3852.37 30.1057 15.78 8.380 6.389 702.065 0.458422 7.61595 1.74515 35.1495 256.60 31.9893 3128.39 734339 108.568 6970.904 40 5.56304 12.7104 31426.53 4.423 537.84 53.819 26298.77 18.508 9.661 4321 282.18 35376.11 27.35 7070.60 3025.11 14.562 8.46273 2.27526 1.14 550.93 1172.153 3207.98 966.599 1919.50 2023.47 1206.22 1730.80 981.058 189.55 8.41405 218.050 139.11 753.635 338.44 3890.770882 629984.514253 2.36 62.02 26906.886 108.97 5.82 90.28 119549901 7.09 125.867 152.902049 128.950 11.36 6.25 93.3596 17.7549 33.6305 63.54 69.93 189.296166 27.100 113.14396 53.50 17.02 64.503 232.695 41.68 68.606542 109874307 58326 24505.962 6.73 7388333 5185.621 3250.89 52.608 5.36708 3440.518277 19.1030 8.71234 35.6676 36.6652 21.060 1.95992 77771 82.62 434 94 49.0461 22.7599 35954425.362319 41.7899 1133 1053 73 592 170 1099 439 2059.03 40.0787 16.87 10.945 5.243 348.243 0.355362 3.96906 1.33109 38.7658 218.14 59.9040 6259.01 640173 79.1109 6733.160 50.88 4.10369 8.29067 13.22 422.89 55.374 18770.15 26.086 11.065 4685 191.66 15.06 6172.55 22.301 4.37952 1.17385 487.55 1025.603 2785.99 1032.978 1918.28 1708.05 650.981 1705.35 910.142 190.01 6.32971 244.910 139.00 753.433 315.66 3197.742954 725740.723795 2.46 57.25 27361.597 108.94 5.87 90.78 103033955 7.31 124.297 152.093681 145.510 11.36 6.24 93.2842 10.4841 25.0533 66.67 70.04 194.846861 29.258 138.25629 53.66 16.95 64.421 227.159 41.72 68.202167 108412514 58525 24666.363 6.75 7350667 4510.830 3252.48 53.135 3.84746 3430.766164 12.6820 8.64707 40.8502 44.7151 20.994 1.63599 78327 83.33 432 95 49.9559 22.7088 35888907.985507 41.3944 1123 999 75 582 172 1090 443 2057.93 45.7674 18.42 10.289 5.942 348.326 0.354714 3.96510 1.25116 51.8741 216.86 30.6427 6325.07 639026 57.5111 7042.354 58.82 4.06041 8.19337 9.654 406.66 56.122 18775.94 26.129 11.490 4759 228.38 19.55 6184.20 20.984 4.36002 1.17278 490.26 1027.592 2803.55 849.192 11728.8 710.140 1485.47 177.79 17.0608 200.039 132.04 730.7 323.58 6105.728957 891303.121943 1.79 39.54 19303.561 101.34 4.73 140.14 113278977 8.12 92.361 147.685856 108.675 11.03 5.85 730.306 42.5413 58.82 65.67 175.193708 24.005 72.81599 49.47 16.3 16.60 59.956 219.652 41.76 62.431047 116765028 62897 3570.46 21641.954 0.48614 7.28 3972000 3057.059 3076.76 54.310 149.339 3769.723664 8.88390 213 106415.53 47.5806 45.4330 66.4 19.193 1.67560 66475 76.92 380 81 45.1869 99821.89 22.3247 20348261.028985 47.6464 1226 1266 83 564 165 1148 418 1899.24 52.9532 15.16 9.230 5.714 1131.13 2.22540 52.3541 321.17 1301.36 990.798 500524 96.6881 6577.343 40 7.67455 51225.18 35.13 676.16 54.472 10.419 5246 291.17 49330.15 28.71 4665.33 3485.99 20.821 2.20471 0.36 478.09 750.357 2046.35 1012.035 2197.81 1793.75 559.468 1904.28 739.163 211.33 27.1060 232.053 158.13 841.647 310.40 4009.405331 795715.311355 2.30 42.88 28107.036 124.59 5.58 89.55 119912357 6.40 139.750 161.846314 129.689 10.42 5.71 106.893 8.74794 25.7722 62.5 79.00 185.229734 27.581 117.72613 58.48 11.3 15.625 66.667 258.343 47.63 73.581913 103513853 51803 5310.16 25275.159 0.44551 5.88 6554667 3495.612 3551.38 57.826 123 3.04866 3147.907521 9.97669 200 104107.99 9.20665 42.7613 50.9769 64.2 23.088 1.57687 70888 76.92 394 88 46.1757 120961.91 24.5437 31988149.246377 38.1222 1252 1011 69 551 157 1027 399 2238.05 46.7920 18.76 9.949 5.955 399.298 0.376222 4.49039 1.25795 59.0563 215.64 22.3830 5319.58 573483 56.6465 7256.920 62.5 4.48918 9.26217 53978.90 8.430 431.76 53.040 20225.18 24.151 12.459 5172 229.91 63393.35 33.89 5513.08 5052.63 22.535 4.87194 1.26649 0.78 437.62 917.750 2497.86 OpenBenchmarking.org
Timed GCC Compilation Time To Compile OpenBenchmarking.org Seconds, Fewer Is Better Timed GCC Compilation 9.3.0 Time To Compile EPYC 2 7R32 2 x Xeon Platinum 8275CL Xeon W-3275M 2 x Xeon Gold 6226R 2 x Xeon Platinum 8280 2 x Xeon Platinum 8259CL 2 x Xeon Platinum 8275CL NUMA off 2 x Xeon Gold 5220R Xeon Platinum 8280 Xeon Gold 6226R Xeon Gold 5220R Xeon Gold 5218 2 x Xeon Silver 4216 Xeon Silver 4216 300 600 900 1200 1500 SE +/- 0.63, N = 3 SE +/- 5.92, N = 3 SE +/- 0.44, N = 3 SE +/- 0.70, N = 3 SE +/- 0.24, N = 3 SE +/- 0.68, N = 3 SE +/- 1.25, N = 3 SE +/- 1.42, N = 3 SE +/- 0.29, N = 3 SE +/- 0.43, N = 3 SE +/- 0.07, N = 3 SE +/- 0.04, N = 3 SE +/- 0.64, N = 3 SE +/- 1.02, N = 3 849.19 966.60 994.58 996.90 1005.53 1012.04 1032.98 1060.58 1063.71 1092.59 1167.68 1218.87 1268.82 1398.02
MKL-DNN DNNL Harness: Convolution Batch conv_all - Data Type: bf16bf16bf16 OpenBenchmarking.org ms, Fewer Is Better MKL-DNN DNNL 1.1 Harness: Convolution Batch conv_all - Data Type: bf16bf16bf16 2 x Xeon Platinum 8280 2 x Xeon Platinum 8275CL NUMA off 2 x Xeon Platinum 8275CL 2 x Xeon Platinum 8259CL 2 x Xeon Gold 6226R Xeon Platinum 8280 Xeon W-3275M 2 x Xeon Gold 5220R 2 x Xeon Silver 4216 Xeon Gold 6226R Xeon Gold 5220R Xeon Gold 5218 Xeon Silver 4216 2K 4K 6K 8K 10K SE +/- 1.13, N = 3 SE +/- 0.26, N = 3 SE +/- 0.16, N = 3 SE +/- 0.11, N = 3 SE +/- 2.73, N = 3 SE +/- 0.26, N = 3 SE +/- 0.11, N = 3 SE +/- 3.93, N = 3 SE +/- 6.81, N = 3 SE +/- 0.12, N = 3 SE +/- 4.68, N = 3 SE +/- 0.34, N = 3 SE +/- 0.35, N = 3 1766.35 1918.28 1919.50 2197.81 2871.11 3497.47 3880.44 3917.52 5156.69 5709.17 7839.95 10255.20 10258.00 MIN: 1911.42 MIN: 1911.94 MIN: 2191.04 MIN: 2860.81 MIN: 3490.41 MIN: 3767 MIN: 3906.67 MIN: 5142.07 MIN: 5699.77 MIN: 7795.37 MIN: 10250.1 MIN: 10250.4 1. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl
MKL-DNN DNNL Harness: Convolution Batch conv_all - Data Type: u8s8f32 OpenBenchmarking.org ms, Fewer Is Better MKL-DNN DNNL 1.1 Harness: Convolution Batch conv_all - Data Type: u8s8f32 2 x Xeon Platinum 8280 2 x Xeon Platinum 8275CL NUMA off 2 x Xeon Platinum 8259CL 2 x Xeon Platinum 8275CL 2 x Xeon Gold 6226R 2 x Xeon Gold 5220R Xeon Platinum 8280 Xeon W-3275M 2 x Xeon Silver 4216 Xeon Gold 6226R Xeon Gold 5220R Xeon Gold 5218 Xeon Silver 4216 EPYC 2 7R32 3K 6K 9K 12K 15K SE +/- 3.12, N = 3 SE +/- 0.40, N = 3 SE +/- 1.51, N = 3 SE +/- 3.97, N = 3 SE +/- 10.67, N = 3 SE +/- 2.07, N = 3 SE +/- 1.24, N = 3 SE +/- 15.10, N = 3 SE +/- 23.72, N = 3 SE +/- 7.74, N = 3 SE +/- 4.48, N = 3 SE +/- 1.57, N = 3 SE +/- 4.87, N = 3 SE +/- 19.01, N = 3 1517.44 1708.05 1793.75 2023.47 2377.91 2479.28 2846.12 2967.92 3215.17 4478.93 4826.71 5840.26 6241.16 11728.80 MIN: 2813.78 MIN: 2893.12 MIN: 3181.24 MIN: 4461.44 MIN: 4806.63 MIN: 5831.48 MIN: 6214.68 MIN: 11565.1 1. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl
MKL-DNN DNNL Harness: Convolution Batch conv_all - Data Type: f32 OpenBenchmarking.org ms, Fewer Is Better MKL-DNN DNNL 1.1 Harness: Convolution Batch conv_all - Data Type: f32 2 x Xeon Platinum 8280 2 x Xeon Platinum 8259CL 2 x Xeon Platinum 8275CL NUMA off 2 x Xeon Gold 6226R EPYC 2 7R32 Xeon Platinum 8280 Xeon W-3275M 2 x Xeon Gold 5220R 2 x Xeon Platinum 8275CL Xeon Gold 6226R 2 x Xeon Silver 4216 Xeon Gold 5220R Xeon Gold 5218 Xeon Silver 4216 700 1400 2100 2800 3500 SE +/- 0.78, N = 3 SE +/- 0.29, N = 3 SE +/- 5.95, N = 3 SE +/- 0.79, N = 3 SE +/- 2.05, N = 3 SE +/- 0.39, N = 3 SE +/- 0.68, N = 3 SE +/- 0.29, N = 3 SE +/- 7.07, N = 3 SE +/- 0.59, N = 3 SE +/- 1.69, N = 3 SE +/- 1.16, N = 3 SE +/- 0.47, N = 3 SE +/- 1.30, N = 3 496.82 559.47 650.98 694.32 710.14 765.75 878.39 999.54 1206.22 1227.07 1578.24 1948.77 2363.00 3129.93 MIN: 553.8 MIN: 639.1 MIN: 686.24 MIN: 700.52 MIN: 755.35 MIN: 819.94 MIN: 995.71 MIN: 1181.19 MIN: 1218.34 MIN: 1571.3 MIN: 1927.2 MIN: 2357.87 MIN: 3085.85 1. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl
MKL-DNN DNNL Harness: Deconvolution Batch deconv_all - Data Type: bf16bf16bf16 OpenBenchmarking.org ms, Fewer Is Better MKL-DNN DNNL 1.1 Harness: Deconvolution Batch deconv_all - Data Type: bf16bf16bf16 2 x Xeon Platinum 8275CL NUMA off 2 x Xeon Platinum 8275CL 2 x Xeon Platinum 8280 2 x Xeon Platinum 8259CL 2 x Xeon Gold 6226R Xeon Platinum 8280 2 x Xeon Gold 5220R Xeon W-3275M 2 x Xeon Silver 4216 Xeon Gold 6226R Xeon Gold 5220R Xeon Gold 5218 Xeon Silver 4216 1400 2800 4200 5600 7000 SE +/- 3.70, N = 3 SE +/- 16.35, N = 3 SE +/- 0.87, N = 3 SE +/- 0.13, N = 3 SE +/- 5.08, N = 3 SE +/- 5.43, N = 3 SE +/- 3.03, N = 3 SE +/- 4.61, N = 3 SE +/- 3.93, N = 3 SE +/- 1.02, N = 3 SE +/- 3.12, N = 3 SE +/- 0.83, N = 3 SE +/- 0.10, N = 3 1705.35 1730.80 1779.15 1904.28 2169.93 2935.99 3152.41 3293.94 3600.95 3966.73 5695.58 6721.02 6721.54 MIN: 1696.57 MIN: 1701.4 MIN: 1772.45 MIN: 1898.87 MIN: 2158.31 MIN: 2926 MIN: 3140.75 MIN: 3137.48 MIN: 3588.76 MIN: 3962.44 MIN: 5644.95 MIN: 6716.04 MIN: 6717.72 1. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl
MKL-DNN DNNL Harness: Deconvolution Batch deconv_all - Data Type: f32 OpenBenchmarking.org ms, Fewer Is Better MKL-DNN DNNL 1.1 Harness: Deconvolution Batch deconv_all - Data Type: f32 2 x Xeon Gold 6226R 2 x Xeon Platinum 8259CL 2 x Xeon Platinum 8280 2 x Xeon Platinum 8275CL NUMA off 2 x Xeon Platinum 8275CL Xeon Gold 6226R Xeon Platinum 8280 2 x Xeon Gold 5220R Xeon W-3275M 2 x Xeon Silver 4216 EPYC 2 7R32 Xeon Gold 5218 Xeon Gold 5220R Xeon Silver 4216 500 1000 1500 2000 2500 SE +/- 0.89, N = 3 SE +/- 0.85, N = 3 SE +/- 0.39, N = 3 SE +/- 0.18, N = 3 SE +/- 2.10, N = 3 SE +/- 0.49, N = 3 SE +/- 0.33, N = 3 SE +/- 1.51, N = 3 SE +/- 16.26, N = 5 SE +/- 0.28, N = 3 SE +/- 1.29, N = 3 SE +/- 0.44, N = 3 SE +/- 0.74, N = 3 SE +/- 7.40, N = 3 711.39 739.16 881.78 910.14 981.06 983.91 1113.54 1278.25 1292.62 1364.26 1485.47 1699.69 1920.74 2201.04 MIN: 703.37 MIN: 731.99 MIN: 874.01 MIN: 903.49 MIN: 965.05 MIN: 975.96 MIN: 1108.65 MIN: 1270.58 MIN: 1177.9 MIN: 1356.18 MIN: 1462.15 MIN: 1694.75 MIN: 1902.55 MIN: 2184.66 1. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl
Blender Blend File: Barbershop - Compute: CPU-Only OpenBenchmarking.org Seconds, Fewer Is Better Blender 2.82 Blend File: Barbershop - Compute: CPU-Only EPYC 2 7R32 2 x Xeon Platinum 8280 2 x Xeon Platinum 8275CL 2 x Xeon Platinum 8275CL NUMA off 2 x Xeon Platinum 8259CL 2 x Xeon Gold 6226R 2 x Xeon Gold 5220R Xeon Platinum 8280 Xeon W-3275M 2 x Xeon Silver 4216 Xeon Gold 6226R Xeon Gold 5220R Xeon Gold 5218 Xeon Silver 4216 130 260 390 520 650 SE +/- 0.49, N = 3 SE +/- 0.40, N = 3 SE +/- 0.15, N = 3 SE +/- 0.12, N = 3 SE +/- 0.16, N = 3 SE +/- 0.25, N = 3 SE +/- 0.30, N = 3 SE +/- 0.20, N = 3 SE +/- 0.22, N = 3 SE +/- 0.10, N = 3 SE +/- 0.44, N = 3 SE +/- 0.20, N = 3 SE +/- 0.20, N = 3 SE +/- 0.17, N = 3 177.79 187.33 189.55 190.01 211.33 257.01 260.56 287.80 304.79 333.40 453.22 456.47 589.07 593.13
High Performance Conjugate Gradient OpenBenchmarking.org GFLOP/s, More Is Better High Performance Conjugate Gradient 3.1 2 x Xeon Platinum 8280 2 x Xeon Platinum 8259CL 2 x Xeon Gold 6226R 2 x Xeon Gold 5220R 2 x Xeon Silver 4216 EPYC 2 7R32 Xeon Platinum 8280 Xeon W-3275M Xeon Gold 6226R Xeon Gold 5220R Xeon Gold 5218 Xeon Silver 4216 2 x Xeon Platinum 8275CL 2 x Xeon Platinum 8275CL NUMA off 7 14 21 28 35 SE +/- 0.24605, N = 3 SE +/- 0.12742, N = 3 SE +/- 0.12533, N = 3 SE +/- 0.15366, N = 3 SE +/- 0.00847, N = 3 SE +/- 0.00395, N = 3 SE +/- 0.04073, N = 3 SE +/- 0.15186, N = 3 SE +/- 0.02780, N = 3 SE +/- 0.08231, N = 3 SE +/- 0.01417, N = 3 SE +/- 0.03282, N = 3 SE +/- 0.60187, N = 9 SE +/- 0.06827, N = 7 28.85420 27.10600 26.59100 25.63030 23.15740 17.06080 14.90970 14.16230 13.95810 13.35290 13.01380 11.88830 8.41405 6.32971 1. (CXX) g++ options: -O3 -ffast-math -ftree-vectorize -pthread -lmpi_cxx -lmpi
Timed LLVM Compilation Time To Compile OpenBenchmarking.org Seconds, Fewer Is Better Timed LLVM Compilation 10.0 Time To Compile EPYC 2 7R32 2 x Xeon Platinum 8275CL 2 x Xeon Platinum 8280 2 x Xeon Platinum 8259CL 2 x Xeon Platinum 8275CL NUMA off 2 x Xeon Gold 6226R Xeon W-3275M 2 x Xeon Gold 5220R Xeon Platinum 8280 2 x Xeon Silver 4216 Xeon Gold 5220R Xeon Gold 6226R Xeon Gold 5218 Xeon Silver 4216 110 220 330 440 550 SE +/- 0.72, N = 3 SE +/- 1.63, N = 3 SE +/- 1.01, N = 3 SE +/- 1.13, N = 3 SE +/- 3.50, N = 3 SE +/- 3.51, N = 3 SE +/- 2.68, N = 3 SE +/- 2.03, N = 3 SE +/- 4.79, N = 3 SE +/- 1.73, N = 3 SE +/- 1.84, N = 3 SE +/- 2.13, N = 3 SE +/- 3.37, N = 3 SE +/- 2.53, N = 3 200.04 218.05 221.52 232.05 244.91 279.68 281.68 286.78 308.74 347.83 430.43 433.19 501.22 531.15
Blender Blend File: Pabellon Barcelona - Compute: CPU-Only OpenBenchmarking.org Seconds, Fewer Is Better Blender 2.82 Blend File: Pabellon Barcelona - Compute: CPU-Only 2 x Xeon Platinum 8280 EPYC 2 7R32 2 x Xeon Platinum 8275CL NUMA off 2 x Xeon Platinum 8275CL 2 x Xeon Platinum 8259CL 2 x Xeon Gold 6226R 2 x Xeon Gold 5220R Xeon Platinum 8280 Xeon W-3275M 2 x Xeon Silver 4216 Xeon Gold 6226R Xeon Gold 5220R Xeon Silver 4216 Xeon Gold 5218 120 240 360 480 600 SE +/- 0.26, N = 3 SE +/- 0.51, N = 3 SE +/- 0.11, N = 3 SE +/- 0.15, N = 3 SE +/- 0.05, N = 3 SE +/- 0.09, N = 3 SE +/- 0.10, N = 3 SE +/- 0.05, N = 3 SE +/- 0.73, N = 3 SE +/- 0.50, N = 3 SE +/- 0.22, N = 3 SE +/- 0.03, N = 3 SE +/- 0.46, N = 3 SE +/- 0.31, N = 3 129.01 132.04 139.00 139.11 158.13 207.41 208.30 246.31 265.41 272.72 400.96 404.78 531.39 531.98
Radiance Benchmark Test: Serial OpenBenchmarking.org Seconds, Fewer Is Better Radiance Benchmark 5.0 Test: Serial Xeon W-3275M 2 x Xeon Platinum 8280 Xeon Platinum 8280 EPYC 2 7R32 2 x Xeon Gold 6226R Xeon Gold 6226R 2 x Xeon Gold 5220R Xeon Gold 5218 Xeon Gold 5220R 2 x Xeon Platinum 8275CL NUMA off 2 x Xeon Platinum 8275CL 2 x Xeon Platinum 8259CL 2 x Xeon Silver 4216 Xeon Silver 4216 200 400 600 800 1000 665.70 728.25 728.36 730.70 745.69 746.69 746.92 747.84 749.92 753.43 753.64 841.65 907.76 909.32
Numpy Benchmark OpenBenchmarking.org Score, More Is Better Numpy Benchmark Xeon W-3275M 2 x Xeon Platinum 8275CL Xeon Platinum 8280 EPYC 2 7R32 2 x Xeon Platinum 8280 Xeon Gold 6226R 2 x Xeon Platinum 8275CL NUMA off Xeon Gold 5218 Xeon Gold 5220R 2 x Xeon Platinum 8259CL 2 x Xeon Gold 6226R 2 x Xeon Gold 5220R Xeon Silver 4216 2 x Xeon Silver 4216 80 160 240 320 400 SE +/- 2.73, N = 3 SE +/- 2.37, N = 3 SE +/- 2.42, N = 3 SE +/- 1.14, N = 3 SE +/- 3.00, N = 3 SE +/- 0.54, N = 3 SE +/- 4.26, N = 3 SE +/- 2.01, N = 3 SE +/- 3.23, N = 3 SE +/- 0.76, N = 3 SE +/- 1.46, N = 3 SE +/- 0.65, N = 3 SE +/- 0.89, N = 3 SE +/- 1.91, N = 3 367.56 338.44 330.33 323.58 321.82 318.87 315.66 315.14 313.76 310.40 304.16 300.73 272.12 262.78
PostgreSQL pgbench Scaling: Buffer Test - Test: Normal Load - Mode: Read Write OpenBenchmarking.org TPS, More Is Better PostgreSQL pgbench 12.0 Scaling: Buffer Test - Test: Normal Load - Mode: Read Write Xeon Platinum 8280 Xeon Gold 6226R Xeon Gold 5220R Xeon Gold 5218 Xeon Silver 4216 2 x Xeon Gold 6226R 2 x Xeon Silver 4216 2 x Xeon Gold 5220R 2 x Xeon Platinum 8280 Xeon W-3275M EPYC 2 7R32 2 x Xeon Platinum 8259CL 2 x Xeon Platinum 8275CL 2 x Xeon Platinum 8275CL NUMA off 11K 22K 33K 44K 55K SE +/- 370.72, N = 3 SE +/- 56.97, N = 3 SE +/- 54.71, N = 3 SE +/- 1.34, N = 3 SE +/- 132.22, N = 3 SE +/- 119.26, N = 3 SE +/- 220.44, N = 3 SE +/- 158.35, N = 3 SE +/- 19.82, N = 3 SE +/- 85.02, N = 3 SE +/- 319.58, N = 12 SE +/- 56.30, N = 3 SE +/- 141.57, N = 6 SE +/- 38.08, N = 3 53139.06 46503.28 45518.59 40894.90 40373.30 37715.22 34916.03 34227.72 24466.91 11704.23 6105.73 4009.41 3890.77 3197.74 1. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -lcrypt -ldl -lm
PostgreSQL pgbench Scaling: Buffer Test - Test: Normal Load - Mode: Read Only OpenBenchmarking.org TPS, More Is Better PostgreSQL pgbench 12.0 Scaling: Buffer Test - Test: Normal Load - Mode: Read Only 2 x Xeon Platinum 8280 EPYC 2 7R32 2 x Xeon Platinum 8259CL 2 x Xeon Platinum 8275CL NUMA off 2 x Xeon Platinum 8275CL 2 x Xeon Gold 5220R 2 x Xeon Gold 6226R Xeon W-3275M Xeon Platinum 8280 2 x Xeon Silver 4216 Xeon Gold 5220R Xeon Gold 6226R Xeon Gold 5218 Xeon Silver 4216 200K 400K 600K 800K 1000K SE +/- 10457.35, N = 3 SE +/- 953.22, N = 3 SE +/- 2473.02, N = 3 SE +/- 1557.39, N = 3 SE +/- 13693.01, N = 9 SE +/- 2029.20, N = 3 SE +/- 494.87, N = 3 SE +/- 3571.60, N = 3 SE +/- 1625.61, N = 3 SE +/- 568.07, N = 3 SE +/- 474.33, N = 3 SE +/- 358.06, N = 3 SE +/- 198.36, N = 3 SE +/- 517.49, N = 3 909916.49 891303.12 795715.31 725740.72 629984.51 598798.57 587882.23 567696.51 560887.77 501697.24 383120.69 376860.32 322051.63 313376.78 1. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -lcrypt -ldl -lm
Mlpack Benchmark Benchmark: scikit_linearridgeregression OpenBenchmarking.org Seconds, Fewer Is Better Mlpack Benchmark Benchmark: scikit_linearridgeregression Xeon Platinum 8280 EPYC 2 7R32 2 x Xeon Platinum 8280 Xeon Gold 6226R Xeon W-3275M 2 x Xeon Gold 6226R Xeon Gold 5220R 2 x Xeon Platinum 8259CL 2 x Xeon Platinum 8275CL 2 x Xeon Gold 5220R Xeon Gold 5218 2 x Xeon Platinum 8275CL NUMA off Xeon Silver 4216 2 x Xeon Silver 4216 0.6728 1.3456 2.0184 2.6912 3.364 SE +/- 0.02, N = 3 SE +/- 0.02, N = 3 SE +/- 0.03, N = 3 SE +/- 0.03, N = 3 SE +/- 0.02, N = 3 SE +/- 0.04, N = 15 SE +/- 0.03, N = 3 SE +/- 0.02, N = 15 SE +/- 0.04, N = 15 SE +/- 0.06, N = 12 SE +/- 0.03, N = 7 SE +/- 0.03, N = 15 SE +/- 0.04, N = 3 SE +/- 0.02, N = 3 1.67 1.79 1.82 1.93 1.99 2.08 2.25 2.30 2.36 2.39 2.46 2.46 2.97 2.99
Mlpack Benchmark Benchmark: scikit_qda OpenBenchmarking.org Seconds, Fewer Is Better Mlpack Benchmark Benchmark: scikit_qda Xeon Platinum 8280 Xeon Gold 6226R Xeon W-3275M Xeon Gold 5220R Xeon Gold 5218 2 x Xeon Platinum 8280 EPYC 2 7R32 Xeon Silver 4216 2 x Xeon Gold 5220R 2 x Xeon Platinum 8259CL 2 x Xeon Gold 6226R 2 x Xeon Silver 4216 2 x Xeon Platinum 8275CL NUMA off 2 x Xeon Platinum 8275CL 14 28 42 56 70 SE +/- 0.29, N = 3 SE +/- 0.46, N = 3 SE +/- 0.18, N = 3 SE +/- 0.49, N = 4 SE +/- 0.43, N = 6 SE +/- 0.34, N = 3 SE +/- 0.28, N = 3 SE +/- 0.39, N = 3 SE +/- 0.63, N = 3 SE +/- 0.54, N = 12 SE +/- 0.21, N = 3 SE +/- 0.51, N = 12 SE +/- 0.54, N = 3 SE +/- 1.16, N = 9 30.45 31.96 32.65 34.24 37.41 38.35 39.54 40.75 42.69 42.88 44.53 50.10 57.25 62.02
Renaissance Test: Savina Reactors.IO OpenBenchmarking.org ms, Fewer Is Better Renaissance 0.10.0 Test: Savina Reactors.IO EPYC 2 7R32 Xeon Platinum 8280 Xeon Gold 5220R Xeon Silver 4216 Xeon W-3275M 2 x Xeon Gold 5220R 2 x Xeon Platinum 8280 2 x Xeon Platinum 8275CL Xeon Gold 5218 Xeon Gold 6226R 2 x Xeon Platinum 8275CL NUMA off 2 x Xeon Gold 6226R 2 x Xeon Platinum 8259CL 2 x Xeon Silver 4216 6K 12K 18K 24K 30K SE +/- 365.25, N = 20 SE +/- 593.14, N = 25 SE +/- 389.39, N = 25 SE +/- 251.20, N = 25 SE +/- 599.32, N = 25 SE +/- 496.64, N = 25 SE +/- 474.27, N = 25 SE +/- 568.00, N = 25 SE +/- 516.85, N = 25 SE +/- 426.81, N = 25 SE +/- 504.51, N = 25 SE +/- 633.76, N = 25 SE +/- 482.43, N = 25 SE +/- 436.95, N = 25 19303.56 21975.12 22776.30 22798.38 25186.67 26257.01 26764.94 26906.89 27198.08 27198.86 27361.60 27973.00 28107.04 28596.11
Blender Blend File: Classroom - Compute: CPU-Only OpenBenchmarking.org Seconds, Fewer Is Better Blender 2.82 Blend File: Classroom - Compute: CPU-Only 2 x Xeon Platinum 8280 EPYC 2 7R32 2 x Xeon Platinum 8275CL NUMA off 2 x Xeon Platinum 8275CL 2 x Xeon Platinum 8259CL 2 x Xeon Gold 6226R 2 x Xeon Gold 5220R Xeon Platinum 8280 Xeon W-3275M 2 x Xeon Silver 4216 Xeon Gold 6226R Xeon Gold 5220R Xeon Silver 4216 Xeon Gold 5218 90 180 270 360 450 SE +/- 0.26, N = 3 SE +/- 0.40, N = 3 SE +/- 0.29, N = 3 SE +/- 0.11, N = 3 SE +/- 0.06, N = 3 SE +/- 0.52, N = 3 SE +/- 0.18, N = 3 SE +/- 0.36, N = 3 SE +/- 0.32, N = 3 SE +/- 0.19, N = 3 SE +/- 0.16, N = 3 SE +/- 0.39, N = 3 SE +/- 0.20, N = 3 SE +/- 0.29, N = 3 100.47 101.34 108.94 108.97 124.59 163.32 165.96 198.25 213.36 218.06 321.53 328.81 432.11 433.42
OSPray Demo: San Miguel - Renderer: Path Tracer OpenBenchmarking.org FPS, More Is Better OSPray 1.8.5 Demo: San Miguel - Renderer: Path Tracer 2 x Xeon Platinum 8280 2 x Xeon Platinum 8275CL NUMA off 2 x Xeon Platinum 8275CL 2 x Xeon Platinum 8259CL EPYC 2 7R32 2 x Xeon Gold 5220R 2 x Xeon Gold 6226R Xeon Platinum 8280 Xeon W-3275M 2 x Xeon Silver 4216 Xeon Gold 5220R Xeon Gold 6226R Xeon Gold 5218 Xeon Silver 4216 2 4 6 8 10 SE +/- 0.01, N = 5 SE +/- 0.01, N = 4 SE +/- 0.00, N = 12 SE +/- 0.01, N = 3 SE +/- 0.01, N = 3 SE +/- 0.00, N = 7 SE +/- 0.00, N = 8 SE +/- 0.00, N = 3 SE +/- 0.00, N = 12 SE +/- 0.00, N = 4 SE +/- 0.00, N = 4 SE +/- 0.00, N = 3 SE +/- 0.00, N = 6 SE +/- 0.00, N = 3 6.53 5.87 5.82 5.58 4.73 3.95 3.71 3.52 3.25 2.63 2.14 2.02 1.75 1.40 MIN: 5.18 / MAX: 6.58 MIN: 5.75 / MAX: 5.92 MIN: 4.69 / MAX: 5.88 MIN: 4.61 / MAX: 5.62 MIN: 4.69 / MAX: 4.78 MIN: 3.41 / MAX: 3.98 MIN: 2.99 / MAX: 3.73 MIN: 3.48 / MAX: 3.53 MIN: 3.16 / MAX: 3.28 MIN: 2.35 / MAX: 2.64 MIN: 2.13 / MAX: 2.15 MAX: 2.03 MIN: 1.74 / MAX: 1.76 MAX: 1.41
dav1d Video Input: Chimera 1080p 10-bit OpenBenchmarking.org FPS, More Is Better dav1d 0.6.0 Video Input: Chimera 1080p 10-bit EPYC 2 7R32 2 x Xeon Platinum 8275CL NUMA off 2 x Xeon Platinum 8275CL 2 x Xeon Platinum 8259CL 2 x Xeon Platinum 8280 Xeon W-3275M 2 x Xeon Gold 6226R 2 x Xeon Gold 5220R Xeon Platinum 8280 Xeon Gold 6226R 2 x Xeon Silver 4216 Xeon Gold 5220R Xeon Gold 5218 Xeon Silver 4216 30 60 90 120 150 SE +/- 0.60, N = 3 SE +/- 0.30, N = 3 SE +/- 0.44, N = 3 SE +/- 0.04, N = 3 SE +/- 0.07, N = 3 SE +/- 0.05, N = 3 SE +/- 0.16, N = 3 SE +/- 0.47, N = 3 SE +/- 0.12, N = 3 SE +/- 0.24, N = 3 SE +/- 0.16, N = 3 SE +/- 0.14, N = 3 SE +/- 0.05, N = 3 SE +/- 0.06, N = 3 140.14 90.78 90.28 89.55 85.14 81.60 73.95 70.81 65.40 62.32 59.51 58.05 55.88 50.10 MIN: 101.2 / MAX: 212.94 MIN: 71.49 / MAX: 131.32 MIN: 71.05 / MAX: 131.54 MIN: 69.22 / MAX: 130.8 MIN: 66.74 / MAX: 126.85 MIN: 55.07 / MAX: 147.52 MIN: 55.51 / MAX: 119.74 MIN: 54.24 / MAX: 115.34 MIN: 49.2 / MAX: 111 MIN: 45.27 / MAX: 134.22 MIN: 45.13 / MAX: 93.29 MIN: 42.73 / MAX: 119.59 MIN: 40.96 / MAX: 112.64 MIN: 36.69 / MAX: 102.49 1. (CC) gcc options: -pthread
asmFish 1024 Hash Memory, 26 Depth OpenBenchmarking.org Nodes/second, More Is Better asmFish 2018-07-23 1024 Hash Memory, 26 Depth 2 x Xeon Platinum 8280 2 x Xeon Platinum 8259CL 2 x Xeon Platinum 8275CL EPYC 2 7R32 2 x Xeon Platinum 8275CL NUMA off 2 x Xeon Gold 5220R 2 x Xeon Gold 6226R Xeon Platinum 8280 2 x Xeon Silver 4216 Xeon W-3275M Xeon Gold 6226R Xeon Gold 5220R Xeon Gold 5218 Xeon Silver 4216 30M 60M 90M 120M 150M SE +/- 491864.96, N = 3 SE +/- 1707658.59, N = 3 SE +/- 1547569.18, N = 3 SE +/- 617926.69, N = 3 SE +/- 669620.24, N = 3 SE +/- 107032.55, N = 3 SE +/- 983078.22, N = 3 SE +/- 450047.19, N = 3 SE +/- 49212.27, N = 3 SE +/- 845752.34, N = 4 SE +/- 606619.65, N = 3 SE +/- 375245.33, N = 3 SE +/- 274137.19, N = 3 SE +/- 274506.10, N = 3 133839896 119912357 119549901 113278977 103033955 85501851 83894514 68762075 66895810 66225641 44614925 43217939 36561817 35085496
LuxCoreRender Scene: Rainbow Colors and Prism OpenBenchmarking.org M samples/sec, More Is Better LuxCoreRender 2.3 Scene: Rainbow Colors and Prism EPYC 2 7R32 2 x Xeon Platinum 8275CL NUMA off 2 x Xeon Platinum 8280 2 x Xeon Platinum 8275CL 2 x Xeon Platinum 8259CL 2 x Xeon Gold 5220R 2 x Xeon Gold 6226R Xeon Platinum 8280 Xeon W-3275M 2 x Xeon Silver 4216 Xeon Gold 6226R Xeon Gold 5220R Xeon Silver 4216 Xeon Gold 5218 2 4 6 8 10 SE +/- 0.06, N = 3 SE +/- 0.05, N = 3 SE +/- 0.40, N = 15 SE +/- 0.11, N = 15 SE +/- 0.04, N = 3 SE +/- 0.30, N = 12 SE +/- 0.13, N = 15 SE +/- 0.04, N = 3 SE +/- 0.03, N = 15 SE +/- 0.00, N = 3 SE +/- 0.01, N = 3 SE +/- 0.02, N = 3 SE +/- 0.01, N = 3 SE +/- 0.00, N = 3 8.12 7.31 7.15 7.09 6.40 4.46 4.32 4.11 3.79 3.65 2.51 2.48 1.88 1.88 MIN: 7.87 / MAX: 8.3 MIN: 6.62 / MAX: 7.52 MIN: 2.92 / MAX: 8.11 MIN: 5.64 / MAX: 7.47 MIN: 5.65 / MAX: 6.54 MIN: 1.23 / MAX: 4.91 MIN: 2.71 / MAX: 4.87 MIN: 3.96 / MAX: 4.16 MIN: 3.45 / MAX: 3.89 MIN: 3.56 / MAX: 3.67 MIN: 2.44 / MAX: 2.56 MIN: 2.4 / MAX: 2.53 MIN: 1.84 / MAX: 1.92 MIN: 1.85 / MAX: 1.92
Timed MrBayes Analysis Primate Phylogeny Analysis OpenBenchmarking.org Seconds, Fewer Is Better Timed MrBayes Analysis 3.2.7 Primate Phylogeny Analysis EPYC 2 7R32 Xeon Gold 6226R 2 x Xeon Gold 6226R 2 x Xeon Platinum 8275CL NUMA off 2 x Xeon Platinum 8275CL Xeon Platinum 8280 2 x Xeon Platinum 8280 Xeon Gold 5220R 2 x Xeon Gold 5220R 2 x Xeon Platinum 8259CL Xeon W-3275M Xeon Gold 5218 Xeon Silver 4216 2 x Xeon Silver 4216 40 80 120 160 200 SE +/- 0.68, N = 3 SE +/- 0.09, N = 3 SE +/- 0.25, N = 3 SE +/- 0.03, N = 3 SE +/- 1.63, N = 5 SE +/- 0.01, N = 3 SE +/- 0.37, N = 3 SE +/- 0.03, N = 3 SE +/- 0.27, N = 3 SE +/- 0.32, N = 3 SE +/- 0.13, N = 3 SE +/- 0.44, N = 3 SE +/- 0.15, N = 3 SE +/- 0.67, N = 3 92.36 123.70 124.26 124.30 125.87 128.85 129.99 134.48 134.93 139.75 143.35 147.73 193.47 194.50 -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 -lreadline -mavx512f -mavx512cd -mavx512vl -mavx512bw -mavx512dq -mmpx -mavx512f -mavx512cd -mavx512vl -mavx512bw -mavx512dq -mmpx -mavx512f -mavx512cd -mavx512vl -mavx512bw -mavx512dq -mmpx 1. (CC) gcc options: -mmmx -msse -msse2 -msse3 -mssse3 -msse4.1 -msse4.2 -maes -mavx -mfma -mavx2 -mrdrnd -mbmi -mbmi2 -madx -mabm -O3 -std=c99 -pedantic -lm
Appleseed Scene: Emily OpenBenchmarking.org Seconds, Fewer Is Better Appleseed 2.0 Beta Scene: Emily EPYC 2 7R32 2 x Xeon Platinum 8275CL NUMA off 2 x Xeon Platinum 8275CL 2 x Xeon Platinum 8280 2 x Xeon Platinum 8259CL 2 x Xeon Gold 6226R 2 x Xeon Gold 5220R Xeon W-3275M Xeon Platinum 8280 2 x Xeon Silver 4216 Xeon Gold 6226R Xeon Gold 5220R Xeon Gold 5218 Xeon Silver 4216 80 160 240 320 400 147.69 152.09 152.90 154.98 161.85 177.66 180.65 196.93 197.65 222.97 276.77 284.28 328.14 345.39
Timed GDB GNU Debugger Compilation Time To Compile OpenBenchmarking.org Seconds, Fewer Is Better Timed GDB GNU Debugger Compilation 9.1 Time To Compile EPYC 2 7R32 2 x Xeon Platinum 8275CL 2 x Xeon Platinum 8259CL 2 x Xeon Gold 6226R Xeon W-3275M Xeon Gold 6226R 2 x Xeon Platinum 8280 Xeon Platinum 8280 2 x Xeon Platinum 8275CL NUMA off 2 x Xeon Gold 5220R Xeon Gold 5220R Xeon Gold 5218 2 x Xeon Silver 4216 Xeon Silver 4216 40 80 120 160 200 SE +/- 0.08, N = 3 SE +/- 0.37, N = 3 SE +/- 0.45, N = 3 SE +/- 0.16, N = 3 SE +/- 0.08, N = 3 SE +/- 0.05, N = 3 SE +/- 0.17, N = 3 SE +/- 0.17, N = 3 SE +/- 0.25, N = 3 SE +/- 0.09, N = 3 SE +/- 0.11, N = 3 SE +/- 0.09, N = 3 SE +/- 0.18, N = 3 SE +/- 0.07, N = 3 108.68 128.95 129.69 133.44 134.82 139.12 142.70 144.64 145.51 146.44 151.91 156.30 169.70 177.77
OSPray Demo: XFrog Forest - Renderer: SciVis OpenBenchmarking.org FPS, More Is Better OSPray 1.8.5 Demo: XFrog Forest - Renderer: SciVis 2 x Xeon Platinum 8280 2 x Xeon Platinum 8275CL NUMA off 2 x Xeon Platinum 8275CL EPYC 2 7R32 2 x Xeon Platinum 8259CL 2 x Xeon Gold 5220R 2 x Xeon Gold 6226R Xeon Platinum 8280 Xeon W-3275M 2 x Xeon Silver 4216 Xeon Gold 5220R Xeon Gold 6226R Xeon Gold 5218 Xeon Silver 4216 3 6 9 12 15 SE +/- 0.00, N = 12 SE +/- 0.00, N = 13 SE +/- 0.00, N = 13 SE +/- 0.04, N = 3 SE +/- 0.00, N = 12 SE +/- 0.00, N = 6 SE +/- 0.00, N = 12 SE +/- 0.00, N = 3 SE +/- 0.00, N = 8 SE +/- 0.00, N = 12 SE +/- 0.00, N = 6 SE +/- 0.00, N = 12 SE +/- 0.00, N = 12 SE +/- 0.00, N = 12 12.05 11.36 11.36 11.03 10.42 7.19 7.09 6.25 5.72 4.57 3.70 3.68 3.01 2.34 MIN: 9.71 / MAX: 12.2 MIN: 10.99 / MAX: 11.49 MIN: 9.8 / MAX: 11.49 MIN: 10.75 / MAX: 11.24 MIN: 8.2 / MAX: 10.53 MIN: 6.45 / MAX: 7.25 MIN: 6.37 / MAX: 7.14 MIN: 6.13 / MAX: 6.29 MIN: 5.56 / MAX: 5.78 MIN: 4.08 / MAX: 4.61 MIN: 3.66 / MAX: 3.73 MIN: 3.64 / MAX: 3.7 MIN: 2.98 / MAX: 3.05 MIN: 2.3 / MAX: 2.36
OSPray Demo: XFrog Forest - Renderer: Path Tracer OpenBenchmarking.org FPS, More Is Better OSPray 1.8.5 Demo: XFrog Forest - Renderer: Path Tracer 2 x Xeon Platinum 8280 2 x Xeon Platinum 8275CL 2 x Xeon Platinum 8275CL NUMA off EPYC 2 7R32 2 x Xeon Platinum 8259CL 2 x Xeon Gold 5220R 2 x Xeon Gold 6226R Xeon Platinum 8280 Xeon W-3275M 2 x Xeon Silver 4216 Xeon Gold 5220R Xeon Gold 6226R Xeon Gold 5218 Xeon Silver 4216 2 4 6 8 10 SE +/- 0.00, N = 12 SE +/- 0.00, N = 3 SE +/- 0.01, N = 3 SE +/- 0.02, N = 3 SE +/- 0.00, N = 12 SE +/- 0.00, N = 12 SE +/- 0.00, N = 12 SE +/- 0.00, N = 4 SE +/- 0.00, N = 7 SE +/- 0.00, N = 5 SE +/- 0.00, N = 6 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 6.67 6.25 6.24 5.85 5.71 3.98 3.88 3.46 3.17 2.55 2.06 2.02 1.68 1.31 MIN: 5.85 / MAX: 6.76 MIN: 5.68 / MAX: 6.29 MIN: 6.1 / MAX: 6.29 MIN: 5.65 / MAX: 5.99 MIN: 5.08 / MAX: 5.78 MIN: 3.64 / MAX: 4.02 MIN: 3.57 / MAX: 3.92 MIN: 3.41 / MAX: 3.47 MIN: 3.09 / MAX: 3.19 MIN: 2.28 / MAX: 2.57 MIN: 2.04 / MAX: 2.07 MIN: 2 / MAX: 2.04 MIN: 1.67 MIN: 1.3 / MAX: 1.32
MKL-DNN DNNL Harness: Convolution Batch conv_googlenet_v3 - Data Type: bf16bf16bf16 OpenBenchmarking.org ms, Fewer Is Better MKL-DNN DNNL 1.1 Harness: Convolution Batch conv_googlenet_v3 - Data Type: bf16bf16bf16 2 x Xeon Platinum 8280 2 x Xeon Platinum 8275CL NUMA off 2 x Xeon Platinum 8275CL 2 x Xeon Platinum 8259CL 2 x Xeon Gold 6226R Xeon Platinum 8280 2 x Xeon Gold 5220R Xeon W-3275M 2 x Xeon Silver 4216 Xeon Gold 6226R Xeon Gold 5220R Xeon Gold 5218 Xeon Silver 4216 100 200 300 400 500 SE +/- 0.00, N = 3 SE +/- 0.03, N = 3 SE +/- 0.01, N = 3 SE +/- 0.01, N = 3 SE +/- 0.02, N = 3 SE +/- 0.03, N = 3 SE +/- 0.02, N = 3 SE +/- 0.20, N = 3 SE +/- 0.04, N = 3 SE +/- 0.10, N = 3 SE +/- 0.42, N = 3 SE +/- 0.02, N = 3 SE +/- 0.08, N = 3 86.54 93.28 93.36 106.89 137.73 166.98 187.17 188.61 246.45 269.99 369.29 484.59 484.90 MIN: 85.56 MIN: 92.44 MIN: 92.35 MIN: 105.9 MIN: 136.67 MIN: 166.21 MIN: 186.33 MIN: 178.56 MIN: 245.49 MIN: 268.99 MIN: 365.68 MIN: 484.13 MIN: 484.15 1. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl
MKL-DNN DNNL Harness: Convolution Batch conv_googlenet_v3 - Data Type: u8s8f32 OpenBenchmarking.org ms, Fewer Is Better MKL-DNN DNNL 1.1 Harness: Convolution Batch conv_googlenet_v3 - Data Type: u8s8f32 2 x Xeon Platinum 8280 2 x Xeon Platinum 8259CL 2 x Xeon Platinum 8275CL NUMA off Xeon Platinum 8280 2 x Xeon Gold 6226R Xeon W-3275M 2 x Xeon Gold 5220R 2 x Xeon Platinum 8275CL Xeon Gold 6226R 2 x Xeon Silver 4216 Xeon Gold 5220R Xeon Gold 5218 Xeon Silver 4216 EPYC 2 7R32 160 320 480 640 800 SE +/- 0.03597, N = 3 SE +/- 0.02555, N = 3 SE +/- 0.02611, N = 3 SE +/- 0.01386, N = 3 SE +/- 0.01218, N = 3 SE +/- 0.01662, N = 3 SE +/- 0.00643, N = 3 SE +/- 0.29660, N = 3 SE +/- 0.01762, N = 3 SE +/- 0.01146, N = 3 SE +/- 0.02138, N = 3 SE +/- 0.01482, N = 3 SE +/- 0.02504, N = 3 SE +/- 7.24186, N = 3 7.46050 8.74794 10.48410 11.29000 11.32820 13.45040 15.75420 17.75490 17.97350 23.70280 28.45320 34.60310 45.05020 730.30600 MIN: 698.32 1. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl
MKL-DNN DNNL Harness: Convolution Batch conv_googlenet_v3 - Data Type: f32 OpenBenchmarking.org ms, Fewer Is Better MKL-DNN DNNL 1.1 Harness: Convolution Batch conv_googlenet_v3 - Data Type: f32 2 x Xeon Platinum 8280 2 x Xeon Platinum 8275CL NUMA off 2 x Xeon Platinum 8259CL 2 x Xeon Platinum 8275CL 2 x Xeon Gold 6226R Xeon Platinum 8280 EPYC 2 7R32 Xeon W-3275M 2 x Xeon Gold 5220R Xeon Gold 6226R 2 x Xeon Silver 4216 Xeon Gold 5220R Xeon Gold 5218 Xeon Silver 4216 40 80 120 160 200 SE +/- 0.09, N = 3 SE +/- 0.01, N = 3 SE +/- 0.10, N = 3 SE +/- 0.17, N = 3 SE +/- 0.01, N = 3 SE +/- 0.02, N = 3 SE +/- 0.19, N = 3 SE +/- 0.07, N = 3 SE +/- 0.06, N = 3 SE +/- 0.07, N = 3 SE +/- 0.04, N = 3 SE +/- 0.24, N = 3 SE +/- 0.03, N = 3 SE +/- 0.06, N = 3 23.18 25.05 25.77 33.63 36.37 42.08 42.54 49.87 54.82 69.14 87.54 108.16 131.09 171.43 MIN: 32.49 MIN: 34.65 MIN: 41.31 MIN: 40.72 MIN: 44.78 MIN: 54.08 MIN: 68.48 MIN: 86.64 MIN: 106.43 MIN: 130.56 MIN: 170.75 1. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl
OSPray Demo: San Miguel - Renderer: SciVis OpenBenchmarking.org FPS, More Is Better OSPray 1.8.5 Demo: San Miguel - Renderer: SciVis 2 x Xeon Platinum 8280 2 x Xeon Platinum 8275CL NUMA off 2 x Xeon Platinum 8275CL 2 x Xeon Platinum 8259CL EPYC 2 7R32 2 x Xeon Gold 5220R 2 x Xeon Gold 6226R Xeon Platinum 8280 Xeon W-3275M 2 x Xeon Silver 4216 Xeon Gold 5220R Xeon Gold 6226R Xeon Gold 5218 Xeon Silver 4216 15 30 45 60 75 SE +/- 0.62, N = 15 SE +/- 0.00, N = 12 SE +/- 0.54, N = 12 SE +/- 0.00, N = 3 SE +/- 0.00, N = 12 SE +/- 0.00, N = 12 SE +/- 0.60, N = 3 SE +/- 0.00, N = 12 SE +/- 0.00, N = 12 SE +/- 0.07, N = 12 SE +/- 0.00, N = 12 SE +/- 0.04, N = 12 SE +/- 0.00, N = 12 SE +/- 0.00, N = 12 69.52 66.67 63.54 62.50 58.82 43.48 42.27 38.46 34.48 27.84 23.26 22.69 18.87 14.71 MIN: 37.04 / MAX: 71.43 MIN: 55.56 MIN: 35.71 / MAX: 66.67 MIN: 35.71 MIN: 52.63 / MAX: 62.5 MIN: 28.57 / MAX: 45.45 MIN: 28.57 / MAX: 43.48 MIN: 37.04 MIN: 30.3 / MAX: 35.71 MIN: 17.86 / MAX: 28.57 MIN: 21.74 / MAX: 23.81 MIN: 21.74 / MAX: 22.73 MIN: 18.52 / MAX: 19.23 MIN: 14.29 / MAX: 14.93
Blender Blend File: Fishy Cat - Compute: CPU-Only OpenBenchmarking.org Seconds, Fewer Is Better Blender 2.82 Blend File: Fishy Cat - Compute: CPU-Only EPYC 2 7R32 2 x Xeon Platinum 8280 2 x Xeon Platinum 8275CL 2 x Xeon Platinum 8275CL NUMA off 2 x Xeon Platinum 8259CL 2 x Xeon Gold 6226R 2 x Xeon Gold 5220R Xeon Platinum 8280 Xeon W-3275M 2 x Xeon Silver 4216 Xeon Gold 6226R Xeon Gold 5220R Xeon Gold 5218 Xeon Silver 4216 50 100 150 200 250 SE +/- 0.05, N = 3 SE +/- 0.03, N = 3 SE +/- 0.05, N = 3 SE +/- 0.13, N = 3 SE +/- 0.11, N = 3 SE +/- 0.20, N = 3 SE +/- 0.06, N = 3 SE +/- 0.16, N = 3 SE +/- 0.05, N = 3 SE +/- 0.19, N = 3 SE +/- 0.05, N = 3 SE +/- 0.11, N = 3 SE +/- 0.05, N = 3 SE +/- 0.07, N = 3 65.67 66.39 69.93 70.04 79.00 96.41 98.24 110.67 118.09 125.35 173.95 175.95 229.28 229.71
Appleseed Scene: Material Tester OpenBenchmarking.org Seconds, Fewer Is Better Appleseed 2.0 Beta Scene: Material Tester Xeon Platinum 8280 Xeon W-3275M Xeon Gold 6226R Xeon Gold 5220R EPYC 2 7R32 Xeon Gold 5218 2 x Xeon Platinum 8259CL 2 x Xeon Gold 6226R Xeon Silver 4216 2 x Xeon Platinum 8275CL 2 x Xeon Gold 5220R 2 x Xeon Platinum 8280 2 x Xeon Platinum 8275CL NUMA off 2 x Xeon Silver 4216 40 80 120 160 200 123.98 124.15 156.61 162.86 175.19 179.75 185.23 185.36 188.78 189.30 189.46 193.44 194.85 197.74
Timed Linux Kernel Compilation Time To Compile OpenBenchmarking.org Seconds, Fewer Is Better Timed Linux Kernel Compilation 5.4 Time To Compile EPYC 2 7R32 2 x Xeon Platinum 8275CL 2 x Xeon Platinum 8280 2 x Xeon Platinum 8259CL 2 x Xeon Platinum 8275CL NUMA off Xeon W-3275M 2 x Xeon Gold 6226R 2 x Xeon Gold 5220R Xeon Platinum 8280 2 x Xeon Silver 4216 Xeon Gold 6226R Xeon Gold 5220R Xeon Gold 5218 Xeon Silver 4216 16 32 48 64 80 SE +/- 0.19, N = 13 SE +/- 0.24, N = 13 SE +/- 0.25, N = 14 SE +/- 0.23, N = 14 SE +/- 0.38, N = 14 SE +/- 0.35, N = 9 SE +/- 0.37, N = 8 SE +/- 0.34, N = 10 SE +/- 0.42, N = 8 SE +/- 0.41, N = 10 SE +/- 0.88, N = 3 SE +/- 0.87, N = 4 SE +/- 0.88, N = 4 SE +/- 0.99, N = 4 24.01 27.10 27.31 27.58 29.26 36.37 36.60 36.70 40.90 45.32 57.77 59.01 67.16 71.77
DeepSpeech Acceleration: CPU OpenBenchmarking.org Seconds, Fewer Is Better DeepSpeech 0.6 Acceleration: CPU EPYC 2 7R32 2 x Xeon Platinum 8275CL 2 x Xeon Platinum 8259CL Xeon Platinum 8280 Xeon Gold 6226R 2 x Xeon Platinum 8280 2 x Xeon Gold 6226R Xeon W-3275M 2 x Xeon Gold 5220R Xeon Gold 5220R Xeon Gold 5218 2 x Xeon Silver 4216 Xeon Silver 4216 2 x Xeon Platinum 8275CL NUMA off 30 60 90 120 150 SE +/- 0.08, N = 3 SE +/- 1.06, N = 3 SE +/- 0.65, N = 3 SE +/- 1.60, N = 3 SE +/- 1.84, N = 3 SE +/- 1.16, N = 3 SE +/- 0.89, N = 3 SE +/- 0.15, N = 3 SE +/- 0.47, N = 3 SE +/- 1.11, N = 3 SE +/- 0.75, N = 3 SE +/- 0.71, N = 3 SE +/- 1.22, N = 3 SE +/- 2.07, N = 4 72.82 113.14 117.73 118.09 119.79 122.22 123.39 123.85 125.12 126.08 128.41 133.01 136.00 138.26
Mlpack Benchmark Benchmark: scikit_ica OpenBenchmarking.org Seconds, Fewer Is Better Mlpack Benchmark Benchmark: scikit_ica EPYC 2 7R32 2 x Xeon Platinum 8275CL 2 x Xeon Platinum 8275CL NUMA off Xeon W-3275M 2 x Xeon Platinum 8259CL Xeon Gold 6226R 2 x Xeon Platinum 8280 Xeon Platinum 8280 Xeon Gold 5220R Xeon Gold 5218 2 x Xeon Gold 6226R 2 x Xeon Gold 5220R Xeon Silver 4216 2 x Xeon Silver 4216 20 40 60 80 100 SE +/- 0.48, N = 15 SE +/- 0.51, N = 15 SE +/- 0.26, N = 3 SE +/- 0.11, N = 3 SE +/- 0.80, N = 3 SE +/- 0.45, N = 3 SE +/- 0.59, N = 3 SE +/- 0.21, N = 3 SE +/- 0.25, N = 3 SE +/- 0.44, N = 3 SE +/- 0.30, N = 3 SE +/- 1.07, N = 4 SE +/- 0.80, N = 3 SE +/- 1.29, N = 3 49.47 53.50 53.66 54.91 58.48 61.82 63.35 67.36 68.19 68.78 74.63 77.41 81.36 94.45
PyPerformance Benchmark: python_startup OpenBenchmarking.org Milliseconds, Fewer Is Better PyPerformance 1.0.0 Benchmark: python_startup 2 x Xeon Gold 6226R Xeon Gold 6226R Xeon Gold 5218 2 x Xeon Gold 5220R Xeon Platinum 8280 2 x Xeon Platinum 8280 Xeon Gold 5220R 2 x Xeon Platinum 8259CL Xeon Silver 4216 2 x Xeon Silver 4216 EPYC 2 7R32 Xeon W-3275M 4 8 12 16 20 SE +/- 0.03, N = 3 SE +/- 0.09, N = 3 SE +/- 0.06, N = 3 SE +/- 0.00, N = 3 SE +/- 0.07, N = 3 SE +/- 0.03, N = 3 SE +/- 0.00, N = 3 SE +/- 0.03, N = 3 SE +/- 0.03, N = 3 SE +/- 0.03, N = 3 SE +/- 0.00, N = 3 SE +/- 0.09, N = 3 10.9 11.0 11.1 11.2 11.2 11.2 11.3 11.3 15.4 15.4 16.3 17.7
OSPray Demo: NASA Streamlines - Renderer: Path Tracer OpenBenchmarking.org FPS, More Is Better OSPray 1.8.5 Demo: NASA Streamlines - Renderer: Path Tracer 2 x Xeon Platinum 8280 2 x Xeon Platinum 8275CL 2 x Xeon Platinum 8275CL NUMA off EPYC 2 7R32 2 x Xeon Platinum 8259CL 2 x Xeon Gold 6226R 2 x Xeon Gold 5220R Xeon Platinum 8280 Xeon W-3275M 2 x Xeon Silver 4216 Xeon Gold 6226R Xeon Gold 5220R Xeon Gold 5218 Xeon Silver 4216 4 8 12 16 20 SE +/- 0.000, N = 12 SE +/- 0.073, N = 4 SE +/- 0.000, N = 12 SE +/- 0.068, N = 4 SE +/- 0.000, N = 3 SE +/- 0.037, N = 3 SE +/- 0.000, N = 12 SE +/- 0.030, N = 3 SE +/- 0.006, N = 12 SE +/- 0.000, N = 12 SE +/- 0.008, N = 4 SE +/- 0.000, N = 12 SE +/- 0.006, N = 3 SE +/- 0.000, N = 15 18.180 17.020 16.950 16.600 15.625 10.560 10.420 9.490 8.690 6.620 5.520 5.380 4.370 3.410 MIN: 12.2 / MAX: 18.52 MIN: 11.76 / MAX: 17.54 MIN: 16.13 / MAX: 17.54 MIN: 15.87 / MAX: 16.95 MIN: 11.11 / MAX: 15.87 MIN: 8.77 / MAX: 10.75 MIN: 8.47 / MAX: 10.53 MIN: 9.26 / MAX: 9.62 MIN: 8.33 / MAX: 9.01 MIN: 5.52 / MAX: 6.76 MIN: 5.43 / MAX: 5.62 MIN: 5.29 / MAX: 5.46 MIN: 4.29 / MAX: 4.44 MIN: 3.33 / MAX: 3.45
Build2 Time To Compile OpenBenchmarking.org Seconds, Fewer Is Better Build2 0.12 Time To Compile EPYC 2 7R32 2 x Xeon Platinum 8280 2 x Xeon Platinum 8275CL NUMA off 2 x Xeon Platinum 8275CL Xeon W-3275M 2 x Xeon Platinum 8259CL 2 x Xeon Gold 6226R 2 x Xeon Gold 5220R Xeon Platinum 8280 2 x Xeon Silver 4216 Xeon Gold 6226R Xeon Gold 5220R Xeon Gold 5218 Xeon Silver 4216 20 40 60 80 100 SE +/- 0.40, N = 3 SE +/- 0.09, N = 3 SE +/- 0.09, N = 3 SE +/- 0.75, N = 6 SE +/- 0.14, N = 3 SE +/- 0.49, N = 3 SE +/- 0.09, N = 3 SE +/- 0.13, N = 3 SE +/- 0.13, N = 3 SE +/- 0.11, N = 3 SE +/- 0.05, N = 3 SE +/- 0.15, N = 3 SE +/- 0.08, N = 3 SE +/- 0.15, N = 3 59.96 62.78 64.42 64.50 66.42 66.67 70.61 72.15 74.12 86.33 88.98 91.64 101.72 109.70
Radiance Benchmark Test: SMP Parallel OpenBenchmarking.org Seconds, Fewer Is Better Radiance Benchmark 5.0 Test: SMP Parallel EPYC 2 7R32 Xeon W-3275M 2 x Xeon Platinum 8280 2 x Xeon Platinum 8275CL NUMA off 2 x Xeon Gold 5220R 2 x Xeon Platinum 8275CL 2 x Xeon Gold 6226R Xeon Platinum 8280 Xeon Gold 5218 Xeon Gold 6226R Xeon Gold 5220R 2 x Xeon Platinum 8259CL 2 x Xeon Silver 4216 Xeon Silver 4216 70 140 210 280 350 219.65 219.84 226.08 227.16 230.56 232.70 233.04 235.00 241.90 242.00 242.52 258.34 281.25 299.74
Blender Blend File: BMW27 - Compute: CPU-Only OpenBenchmarking.org Seconds, Fewer Is Better Blender 2.82 Blend File: BMW27 - Compute: CPU-Only 2 x Xeon Platinum 8280 2 x Xeon Platinum 8275CL 2 x Xeon Platinum 8275CL NUMA off EPYC 2 7R32 2 x Xeon Platinum 8259CL 2 x Xeon Gold 6226R 2 x Xeon Gold 5220R Xeon Platinum 8280 Xeon W-3275M 2 x Xeon Silver 4216 Xeon Gold 6226R Xeon Gold 5220R Xeon Silver 4216 Xeon Gold 5218 30 60 90 120 150 SE +/- 0.09, N = 3 SE +/- 0.14, N = 3 SE +/- 0.08, N = 3 SE +/- 0.10, N = 3 SE +/- 0.11, N = 3 SE +/- 0.04, N = 3 SE +/- 0.13, N = 3 SE +/- 0.09, N = 3 SE +/- 0.12, N = 3 SE +/- 0.15, N = 3 SE +/- 0.17, N = 3 SE +/- 0.23, N = 3 SE +/- 0.29, N = 3 SE +/- 0.28, N = 3 38.79 41.68 41.72 41.76 47.63 59.45 60.67 69.80 74.96 78.72 111.82 113.30 149.02 149.39
Appleseed Scene: Disney Material OpenBenchmarking.org Seconds, Fewer Is Better Appleseed 2.0 Beta Scene: Disney Material EPYC 2 7R32 2 x Xeon Platinum 8275CL NUMA off 2 x Xeon Platinum 8275CL 2 x Xeon Platinum 8280 2 x Xeon Platinum 8259CL 2 x Xeon Gold 6226R 2 x Xeon Gold 5220R Xeon Platinum 8280 Xeon W-3275M 2 x Xeon Silver 4216 Xeon Gold 6226R Xeon Gold 5220R Xeon Gold 5218 Xeon Silver 4216 40 80 120 160 200 62.43 68.20 68.61 68.62 73.58 84.84 88.86 103.83 106.64 107.50 155.23 158.77 182.56 194.40
Stockfish Total Time OpenBenchmarking.org Nodes Per Second, More Is Better Stockfish 9 Total Time 2 x Xeon Platinum 8280 EPYC 2 7R32 2 x Xeon Platinum 8275CL 2 x Xeon Platinum 8275CL NUMA off 2 x Xeon Platinum 8259CL 2 x Xeon Gold 6226R 2 x Xeon Gold 5220R Xeon Platinum 8280 Xeon W-3275M 2 x Xeon Silver 4216 Xeon Gold 6226R Xeon Gold 5220R Xeon Gold 5218 Xeon Silver 4216 30M 60M 90M 120M 150M SE +/- 902995.35, N = 3 SE +/- 1223161.47, N = 3 SE +/- 734636.23, N = 3 SE +/- 996126.46, N = 3 SE +/- 336693.20, N = 3 SE +/- 956232.23, N = 3 SE +/- 316618.77, N = 3 SE +/- 829358.84, N = 3 SE +/- 709349.35, N = 3 SE +/- 553774.93, N = 3 SE +/- 324752.06, N = 3 SE +/- 184471.68, N = 3 SE +/- 188043.56, N = 3 SE +/- 406404.40, N = 3 119715795 116765028 109874307 108412514 103513853 75203729 74235829 62891312 61170651 60569696 39776292 38167326 32424332 31174576 1. (CXX) g++ options: -m64 -lpthread -fno-exceptions -std=c++11 -pedantic -O3 -msse -msse3 -mpopcnt -flto
Chaos Group V-RAY Mode: CPU OpenBenchmarking.org Ksamples, More Is Better Chaos Group V-RAY 4.10.07 Mode: CPU 2 x Xeon Platinum 8280 EPYC 2 7R32 2 x Xeon Platinum 8275CL NUMA off 2 x Xeon Platinum 8275CL 2 x Xeon Platinum 8259CL 2 x Xeon Gold 5220R 2 x Xeon Gold 6226R Xeon Platinum 8280 Xeon W-3275M 2 x Xeon Silver 4216 Xeon Gold 6226R Xeon Gold 5220R Xeon Silver 4216 Xeon Gold 5218 14K 28K 42K 56K 70K SE +/- 474.70, N = 3 SE +/- 183.86, N = 3 SE +/- 399.24, N = 3 SE +/- 223.71, N = 3 SE +/- 332.60, N = 3 SE +/- 178.87, N = 3 SE +/- 369.19, N = 3 SE +/- 306.00, N = 3 SE +/- 401.71, N = 3 SE +/- 223.28, N = 3 SE +/- 58.00, N = 3 SE +/- 50.25, N = 3 SE +/- 34.43, N = 3 SE +/- 69.72, N = 3 64331 62897 58525 58326 51803 40270 34749 34710 33014 27592 22074 21886 17105 16981
NAS Parallel Benchmarks Test / Class: EP.D OpenBenchmarking.org Total Mop/s, More Is Better NAS Parallel Benchmarks 3.4 Test / Class: EP.D 2 x Xeon Platinum 8280 2 x Xeon Platinum 8259CL 2 x Xeon Gold 6226R 2 x Xeon Gold 5220R EPYC 2 7R32 Xeon Platinum 8280 Xeon W-3275M 2 x Xeon Silver 4216 Xeon Gold 6226R Xeon Gold 5220R Xeon Gold 5218 Xeon Silver 4216 1300 2600 3900 5200 6500 SE +/- 148.86, N = 12 SE +/- 89.39, N = 3 SE +/- 124.07, N = 12 SE +/- 54.90, N = 4 SE +/- 5.75, N = 3 SE +/- 46.76, N = 4 SE +/- 4.09, N = 3 SE +/- 2.84, N = 3 SE +/- 8.86, N = 3 SE +/- 6.98, N = 3 SE +/- 4.92, N = 3 SE +/- 6.21, N = 3 6284.65 5310.16 3969.60 3780.59 3570.46 3283.38 3210.52 3144.70 2094.53 1966.61 1635.78 1571.49 1. (F9X) gfortran options: -O3 -march=native -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi 2. 2 x Xeon Platinum 8280: Open MPI 4.0.3rc4 3. 2 x Xeon Platinum 8259CL: Open MPI 3.1.3 4. 2 x Xeon Gold 6226R: Open MPI 4.0.3rc4 5. 2 x Xeon Gold 5220R: Open MPI 4.0.3rc4 6. EPYC 2 7R32: Open MPI 3.1.3 7. Xeon Platinum 8280: Open MPI 4.0.3rc4 8. Xeon W-3275M: Open MPI 3.1.3 9. 2 x Xeon Silver 4216: Open MPI 4.0.3rc4 10. Xeon Gold 6226R: Open MPI 4.0.3rc4 11. Xeon Gold 5220R: Open MPI 4.0.3rc4 12. Xeon Gold 5218: Open MPI 4.0.3rc4 13. Xeon Silver 4216: Open MPI 4.0.3rc4
Renaissance Test: Apache Spark PageRank OpenBenchmarking.org ms, Fewer Is Better Renaissance 0.10.0 Test: Apache Spark PageRank Xeon Platinum 8280 Xeon W-3275M EPYC 2 7R32 Xeon Gold 5220R Xeon Gold 6226R 2 x Xeon Platinum 8280 Xeon Gold 5218 2 x Xeon Platinum 8275CL 2 x Xeon Gold 6226R 2 x Xeon Gold 5220R 2 x Xeon Platinum 8275CL NUMA off Xeon Silver 4216 2 x Xeon Platinum 8259CL 2 x Xeon Silver 4216 6K 12K 18K 24K 30K SE +/- 169.44, N = 5 SE +/- 165.27, N = 5 SE +/- 198.48, N = 5 SE +/- 217.63, N = 5 SE +/- 29.95, N = 5 SE +/- 286.23, N = 6 SE +/- 172.76, N = 5 SE +/- 181.72, N = 25 SE +/- 165.91, N = 5 SE +/- 255.27, N = 5 SE +/- 286.23, N = 5 SE +/- 195.96, N = 5 SE +/- 278.82, N = 5 SE +/- 374.59, N = 5 20621.23 21015.54 21641.95 21704.49 21743.02 23588.40 23703.03 24505.96 24522.22 24540.72 24666.36 25271.43 25275.16 28045.92
NAMD ATPase Simulation - 327,506 Atoms OpenBenchmarking.org days/ns, Fewer Is Better NAMD 2.13 ATPase Simulation - 327,506 Atoms 2 x Xeon Platinum 8280 2 x Xeon Platinum 8259CL EPYC 2 7R32 2 x Xeon Gold 6226R 2 x Xeon Gold 5220R Xeon Platinum 8280 2 x Xeon Silver 4216 Xeon W-3275M Xeon Gold 6226R Xeon Gold 5220R Xeon Gold 5218 Xeon Silver 4216 0.3414 0.6828 1.0242 1.3656 1.707 SE +/- 0.00133, N = 3 SE +/- 0.00038, N = 3 SE +/- 0.00084, N = 3 SE +/- 0.00104, N = 3 SE +/- 0.00612, N = 3 SE +/- 0.00060, N = 3 SE +/- 0.00193, N = 3 SE +/- 0.00775, N = 15 SE +/- 0.00117, N = 3 SE +/- 0.00122, N = 3 SE +/- 0.00100, N = 3 SE +/- 0.00193, N = 3 0.36226 0.44551 0.48614 0.58237 0.60333 0.70709 0.76982 0.81434 1.13586 1.15745 1.51168 1.51721
LuxCoreRender Scene: DLSC OpenBenchmarking.org M samples/sec, More Is Better LuxCoreRender 2.3 Scene: DLSC EPYC 2 7R32 2 x Xeon Platinum 8280 2 x Xeon Platinum 8275CL NUMA off 2 x Xeon Platinum 8275CL 2 x Xeon Platinum 8259CL 2 x Xeon Gold 6226R 2 x Xeon Gold 5220R Xeon Platinum 8280 Xeon W-3275M 2 x Xeon Silver 4216 Xeon Gold 6226R Xeon Gold 5220R Xeon Silver 4216 Xeon Gold 5218 2 4 6 8 10 SE +/- 0.0970, N = 3 SE +/- 0.0948, N = 3 SE +/- 0.0164, N = 3 SE +/- 0.0262, N = 3 SE +/- 0.0353, N = 3 SE +/- 0.0036, N = 3 SE +/- 0.0120, N = 3 SE +/- 0.0032, N = 3 SE +/- 0.0035, N = 3 SE +/- 0.0265, N = 3 SE +/- 0.0145, N = 3 SE +/- 0.0243, N = 3 SE +/- 0.0165, N = 3 SE +/- 0.0034, N = 3 7.2800 7.1900 6.7500 6.7300 5.8800 4.5183 4.4400 3.7900 3.5300 3.4300 2.3500 2.3200 1.7700 1.7400 MIN: 7.01 / MAX: 7.86 MIN: 6.83 / MAX: 7.6 MIN: 6.62 / MAX: 7.08 MIN: 6.54 / MAX: 7.08 MIN: 5.75 / MAX: 6.19 MIN: 4.4 / MAX: 4.76 MIN: 4.34 / MAX: 4.63 MIN: 3.65 / MAX: 3.94 MIN: 3.46 / MAX: 3.66 MIN: 3.33 / MAX: 3.63 MIN: 2.24 / MAX: 2.46 MIN: 2.2 / MAX: 2.43 MIN: 1.68 / MAX: 1.85 MIN: 1.67 / MAX: 1.79
John The Ripper Test: MD5 OpenBenchmarking.org Real C/S, More Is Better John The Ripper 1.9.0-jumbo-1 Test: MD5 2 x Xeon Platinum 8280 2 x Xeon Platinum 8275CL 2 x Xeon Platinum 8275CL NUMA off 2 x Xeon Platinum 8259CL 2 x Xeon Gold 6226R 2 x Xeon Gold 5220R Xeon Platinum 8280 EPYC 2 7R32 2 x Xeon Silver 4216 Xeon W-3275M Xeon Gold 6226R Xeon Gold 5220R Xeon Gold 5218 Xeon Silver 4216 2M 4M 6M 8M 10M SE +/- 67263.16, N = 3 SE +/- 5783.12, N = 3 SE +/- 39218.76, N = 3 SE +/- 41921.89, N = 3 SE +/- 17032.65, N = 3 SE +/- 9643.65, N = 3 SE +/- 14468.36, N = 3 SE +/- 30550.50, N = 3 SE +/- 4509.25, N = 3 SE +/- 14294.52, N = 3 SE +/- 11015.14, N = 3 SE +/- 6806.86, N = 3 SE +/- 8171.77, N = 3 SE +/- 1452.97, N = 3 7880000 7388333 7350667 6554667 4977667 4821000 4090000 3972000 3764000 3654000 2583000 2506000 1912667 1893333 1. (CC) gcc options: -m64 -lssl -lcrypto -fopenmp -lgmp -pthread -lm -lz -ldl -lcrypt -lbz2
Renaissance Test: Apache Spark Bayes OpenBenchmarking.org ms, Fewer Is Better Renaissance 0.10.0 Test: Apache Spark Bayes Xeon Platinum 8280 Xeon W-3275M Xeon Gold 6226R EPYC 2 7R32 Xeon Gold 5220R 2 x Xeon Platinum 8280 2 x Xeon Gold 6226R Xeon Gold 5218 2 x Xeon Platinum 8259CL Xeon Silver 4216 2 x Xeon Gold 5220R 2 x Xeon Silver 4216 2 x Xeon Platinum 8275CL NUMA off 2 x Xeon Platinum 8275CL 1100 2200 3300 4400 5500 SE +/- 19.41, N = 5 SE +/- 30.38, N = 7 SE +/- 28.09, N = 25 SE +/- 26.28, N = 25 SE +/- 38.41, N = 5 SE +/- 36.17, N = 25 SE +/- 38.94, N = 25 SE +/- 26.06, N = 25 SE +/- 47.41, N = 25 SE +/- 37.40, N = 25 SE +/- 42.87, N = 25 SE +/- 65.14, N = 25 SE +/- 57.72, N = 25 SE +/- 90.85, N = 25 2674.18 2743.62 2856.85 3057.06 3150.10 3228.63 3405.41 3477.33 3495.61 3588.69 3662.77 4199.41 4510.83 5185.62
MKL-DNN DNNL Harness: Convolution Batch conv_3d - Data Type: u8s8f32 OpenBenchmarking.org ms, Fewer Is Better MKL-DNN DNNL 1.1 Harness: Convolution Batch conv_3d - Data Type: u8s8f32 2 x Xeon Platinum 8280 EPYC 2 7R32 2 x Xeon Platinum 8275CL 2 x Xeon Platinum 8275CL NUMA off 2 x Xeon Platinum 8259CL 2 x Xeon Gold 6226R 2 x Xeon Gold 5220R Xeon Platinum 8280 Xeon W-3275M 2 x Xeon Silver 4216 Xeon Gold 6226R Xeon Gold 5220R Xeon Gold 5218 Xeon Silver 4216 3K 6K 9K 12K 15K SE +/- 7.97, N = 3 SE +/- 25.92, N = 3 SE +/- 4.78, N = 3 SE +/- 0.59, N = 3 SE +/- 7.22, N = 3 SE +/- 10.40, N = 3 SE +/- 3.52, N = 3 SE +/- 11.11, N = 3 SE +/- 41.02, N = 3 SE +/- 109.20, N = 3 SE +/- 9.11, N = 3 SE +/- 11.33, N = 3 SE +/- 2.59, N = 3 SE +/- 13.03, N = 3 3005.48 3076.76 3250.89 3252.48 3551.38 4821.24 4896.41 5919.94 6183.11 6329.94 9374.60 9696.92 11821.30 12300.30 MIN: 2934.55 MIN: 3011.81 MIN: 3176.52 MIN: 3175.14 MIN: 3527.13 MIN: 4760.44 MIN: 4854.07 MIN: 5895.99 MIN: 5934.01 MIN: 6190.58 MIN: 9350.22 MIN: 9656.48 MIN: 11811.3 MIN: 12254 1. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl
Basis Universal Settings: ETC1S OpenBenchmarking.org Seconds, Fewer Is Better Basis Universal 1.12 Settings: ETC1S Xeon W-3275M Xeon Platinum 8280 2 x Xeon Platinum 8275CL 2 x Xeon Platinum 8280 2 x Xeon Platinum 8275CL NUMA off EPYC 2 7R32 2 x Xeon Gold 5220R Xeon Gold 6226R 2 x Xeon Gold 6226R Xeon Gold 5220R 2 x Xeon Platinum 8259CL Xeon Gold 5218 2 x Xeon Silver 4216 Xeon Silver 4216 15 30 45 60 75 SE +/- 0.48, N = 3 SE +/- 0.12, N = 3 SE +/- 0.15, N = 3 SE +/- 0.11, N = 3 SE +/- 0.04, N = 3 SE +/- 0.03, N = 3 SE +/- 0.21, N = 3 SE +/- 0.05, N = 3 SE +/- 0.18, N = 3 SE +/- 0.23, N = 3 SE +/- 0.09, N = 3 SE +/- 0.31, N = 3 SE +/- 0.14, N = 3 SE +/- 0.08, N = 3 47.65 51.45 52.61 52.69 53.14 54.31 54.55 54.79 54.95 56.02 57.83 58.47 65.64 67.46 1. (CXX) g++ options: -std=c++11 -fvisibility=hidden -fPIC -fno-strict-aliasing -O3 -rdynamic -lm -lpthread
PyPerformance Benchmark: float OpenBenchmarking.org Milliseconds, Fewer Is Better PyPerformance 1.0.0 Benchmark: float Xeon W-3275M Xeon Platinum 8280 2 x Xeon Platinum 8280 2 x Xeon Gold 5220R 2 x Xeon Gold 6226R Xeon Gold 5220R Xeon Gold 5218 Xeon Gold 6226R 2 x Xeon Platinum 8259CL Xeon Silver 4216 2 x Xeon Silver 4216 30 60 90 120 150 SE +/- 0.12, N = 3 SE +/- 0.33, N = 3 94.5 109.0 109.0 113.0 113.0 114.0 114.0 115.0 123.0 137.0 137.0
MKL-DNN DNNL Harness: IP Batch All - Data Type: u8s8f32 OpenBenchmarking.org ms, Fewer Is Better MKL-DNN DNNL 1.1 Harness: IP Batch All - Data Type: u8s8f32 2 x Xeon Platinum 8259CL 2 x Xeon Platinum 8280 Xeon Platinum 8280 Xeon W-3275M 2 x Xeon Platinum 8275CL NUMA off 2 x Xeon Gold 5220R 2 x Xeon Gold 6226R Xeon Gold 6226R Xeon Gold 5220R 2 x Xeon Silver 4216 Xeon Gold 5218 2 x Xeon Platinum 8275CL Xeon Silver 4216 EPYC 2 7R32 30 60 90 120 150 SE +/- 0.01481, N = 3 SE +/- 0.04146, N = 4 SE +/- 0.00398, N = 3 SE +/- 0.03226, N = 3 SE +/- 0.01731, N = 3 SE +/- 0.03777, N = 3 SE +/- 0.03959, N = 3 SE +/- 0.01160, N = 3 SE +/- 0.02448, N = 3 SE +/- 0.04012, N = 3 SE +/- 0.00870, N = 3 SE +/- 0.06319, N = 3 SE +/- 0.03131, N = 3 SE +/- 0.23997, N = 3 3.04866 3.11002 3.23121 3.59218 3.84746 4.08605 4.11779 4.53821 4.61054 4.82603 4.83875 5.36708 5.59275 149.33900 MIN: 144.74 1. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl
Himeno Benchmark Poisson Pressure Solver OpenBenchmarking.org MFLOPS, More Is Better Himeno Benchmark 3.0 Poisson Pressure Solver Xeon W-3275M EPYC 2 7R32 2 x Xeon Platinum 8280 Xeon Platinum 8280 2 x Xeon Platinum 8275CL 2 x Xeon Platinum 8275CL NUMA off 2 x Xeon Gold 6226R Xeon Gold 5218 2 x Xeon Gold 5220R Xeon Gold 6226R Xeon Gold 5220R 2 x Xeon Platinum 8259CL Xeon Silver 4216 2 x Xeon Silver 4216 800 1600 2400 3200 4000 SE +/- 3.72, N = 3 SE +/- 22.45, N = 3 SE +/- 5.39, N = 3 SE +/- 4.11, N = 3 SE +/- 0.96, N = 3 SE +/- 1.27, N = 3 SE +/- 0.77, N = 3 SE +/- 1.15, N = 3 SE +/- 5.10, N = 3 SE +/- 1.26, N = 3 SE +/- 1.90, N = 3 SE +/- 1.57, N = 3 SE +/- 1.23, N = 3 SE +/- 1.18, N = 3 3866.09 3769.72 3514.60 3510.21 3440.52 3430.77 3410.38 3405.04 3404.69 3401.16 3398.40 3147.91 2823.60 2817.67 1. (CC) gcc options: -O3 -mavx2
MKL-DNN DNNL Harness: IP Batch All - Data Type: f32 OpenBenchmarking.org ms, Fewer Is Better MKL-DNN DNNL 1.1 Harness: IP Batch All - Data Type: f32 Xeon Platinum 8280 Xeon W-3275M Xeon Gold 6226R EPYC 2 7R32 Xeon Gold 5220R Xeon Gold 5218 2 x Xeon Platinum 8280 2 x Xeon Platinum 8259CL Xeon Silver 4216 2 x Xeon Gold 6226R 2 x Xeon Gold 5220R 2 x Xeon Silver 4216 2 x Xeon Platinum 8275CL NUMA off 2 x Xeon Platinum 8275CL 5 10 15 20 25 SE +/- 0.00854, N = 3 SE +/- 0.10112, N = 3 SE +/- 0.01593, N = 3 SE +/- 0.01277, N = 3 SE +/- 0.00905, N = 3 SE +/- 0.02892, N = 3 SE +/- 0.01419, N = 3 SE +/- 0.03588, N = 3 SE +/- 0.01401, N = 3 SE +/- 0.06373, N = 3 SE +/- 0.02232, N = 3 SE +/- 0.05182, N = 3 SE +/- 0.00546, N = 3 SE +/- 0.07053, N = 3 6.79509 7.54439 8.84233 8.88390 8.90795 9.30959 9.52466 9.97669 10.19300 10.52390 10.63480 11.42150 12.68200 19.10300 MIN: 6.68 MIN: 6.71 MIN: 8.73 MIN: 8.36 MIN: 8.69 MIN: 9.16 MIN: 9.28 MIN: 9.62 MIN: 9.79 MIN: 10.17 MIN: 10.26 MIN: 11.02 MIN: 12.39 MIN: 18.63 1. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl
PyPerformance Benchmark: regex_compile OpenBenchmarking.org Milliseconds, Fewer Is Better PyPerformance 1.0.0 Benchmark: regex_compile Xeon W-3275M Xeon Platinum 8280 2 x Xeon Platinum 8280 2 x Xeon Gold 5220R Xeon Gold 5218 2 x Xeon Gold 6226R Xeon Gold 5220R Xeon Gold 6226R 2 x Xeon Platinum 8259CL Xeon Silver 4216 2 x Xeon Silver 4216 EPYC 2 7R32 50 100 150 200 250 SE +/- 1.20, N = 3 SE +/- 0.33, N = 3 157 164 164 167 167 167 168 168 200 204 204 213
NAS Parallel Benchmarks Test / Class: BT.C OpenBenchmarking.org Total Mop/s, More Is Better NAS Parallel Benchmarks 3.4 Test / Class: BT.C 2 x Xeon Platinum 8280 EPYC 2 7R32 2 x Xeon Platinum 8259CL 2 x Xeon Gold 5220R 2 x Xeon Gold 6226R Xeon Platinum 8280 Xeon W-3275M 2 x Xeon Silver 4216 Xeon Gold 6226R Xeon Gold 5220R Xeon Gold 5218 Xeon Silver 4216 30K 60K 90K 120K 150K SE +/- 78.84, N = 3 SE +/- 500.22, N = 3 SE +/- 107.83, N = 3 SE +/- 42.06, N = 3 SE +/- 86.40, N = 3 SE +/- 52.95, N = 3 SE +/- 127.07, N = 3 SE +/- 124.40, N = 3 SE +/- 27.55, N = 3 SE +/- 44.99, N = 3 SE +/- 54.74, N = 3 SE +/- 4.15, N = 3 136046.53 106415.53 104107.99 100761.29 77470.67 71842.34 69347.58 65509.98 56576.12 50787.79 48617.05 46389.79 1. (F9X) gfortran options: -O3 -march=native -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi 2. 2 x Xeon Platinum 8280: Open MPI 4.0.3rc4 3. EPYC 2 7R32: Open MPI 3.1.3 4. 2 x Xeon Platinum 8259CL: Open MPI 3.1.3 5. 2 x Xeon Gold 5220R: Open MPI 4.0.3rc4 6. 2 x Xeon Gold 6226R: Open MPI 4.0.3rc4 7. Xeon Platinum 8280: Open MPI 4.0.3rc4 8. Xeon W-3275M: Open MPI 3.1.3 9. 2 x Xeon Silver 4216: Open MPI 4.0.3rc4 10. Xeon Gold 6226R: Open MPI 4.0.3rc4 11. Xeon Gold 5220R: Open MPI 4.0.3rc4 12. Xeon Gold 5218: Open MPI 4.0.3rc4 13. Xeon Silver 4216: Open MPI 4.0.3rc4
MKL-DNN DNNL Harness: Convolution Batch conv_3d - Data Type: bf16bf16bf16 OpenBenchmarking.org ms, Fewer Is Better MKL-DNN DNNL 1.1 Harness: Convolution Batch conv_3d - Data Type: bf16bf16bf16 2 x Xeon Platinum 8280 2 x Xeon Platinum 8275CL NUMA off 2 x Xeon Platinum 8275CL 2 x Xeon Platinum 8259CL 2 x Xeon Gold 6226R Xeon Platinum 8280 2 x Xeon Gold 5220R Xeon W-3275M 2 x Xeon Silver 4216 Xeon Gold 6226R Xeon Gold 5220R Xeon Gold 5218 Xeon Silver 4216 9 18 27 36 45 SE +/- 0.00328, N = 3 SE +/- 0.00469, N = 3 SE +/- 0.00882, N = 3 SE +/- 0.00172, N = 3 SE +/- 0.00770, N = 3 SE +/- 0.00390, N = 3 SE +/- 0.00301, N = 3 SE +/- 0.24390, N = 4 SE +/- 0.00466, N = 3 SE +/- 0.00584, N = 3 SE +/- 0.01559, N = 3 SE +/- 0.00339, N = 3 SE +/- 0.00904, N = 3 7.92912 8.64707 8.71234 9.20665 11.60760 14.07800 15.21770 16.59060 20.51630 22.42430 29.91730 39.99850 40.01920 MIN: 8.43 MIN: 8.5 MIN: 9.04 MIN: 11.46 MIN: 13.95 MIN: 15.05 MIN: 14.98 MIN: 20.35 MIN: 22.32 MIN: 29.42 MIN: 39.89 MIN: 39.9 1. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl
Embree Binary: Pathtracer - Model: Asian Dragon Obj OpenBenchmarking.org Frames Per Second, More Is Better Embree 3.6.1 Binary: Pathtracer - Model: Asian Dragon Obj 2 x Xeon Platinum 8280 EPYC 2 7R32 2 x Xeon Platinum 8259CL 2 x Xeon Platinum 8275CL NUMA off 2 x Xeon Platinum 8275CL 2 x Xeon Gold 5220R 2 x Xeon Gold 6226R Xeon Platinum 8280 Xeon W-3275M 2 x Xeon Silver 4216 Xeon Gold 5220R Xeon Gold 6226R Xeon Silver 4216 Xeon Gold 5218 12 24 36 48 60 SE +/- 0.11, N = 3 SE +/- 0.03, N = 3 SE +/- 0.04, N = 3 SE +/- 0.09, N = 3 SE +/- 0.34, N = 3 SE +/- 0.05, N = 3 SE +/- 0.01, N = 3 SE +/- 0.06, N = 3 SE +/- 0.01, N = 3 SE +/- 0.05, N = 3 SE +/- 0.03, N = 3 SE +/- 0.03, N = 3 SE +/- 0.01, N = 3 SE +/- 0.02, N = 3 51.79 47.58 42.76 40.85 35.67 32.33 31.31 29.21 27.20 25.50 17.80 17.42 13.88 13.85 MIN: 50.62 / MAX: 53.17 MIN: 46.92 / MAX: 48.74 MIN: 42.06 / MAX: 43.59 MIN: 40.1 / MAX: 42.54 MIN: 34.25 / MAX: 38.16 MIN: 31.97 / MAX: 32.83 MIN: 31.07 / MAX: 31.76 MIN: 28.89 / MAX: 29.61 MIN: 26.82 / MAX: 27.54 MIN: 25.3 / MAX: 25.83 MIN: 17.67 / MAX: 17.93 MIN: 17.34 / MAX: 17.59 MIN: 13.82 / MAX: 13.97 MIN: 13.79 / MAX: 13.97
Embree Binary: Pathtracer ISPC - Model: Asian Dragon Obj OpenBenchmarking.org Frames Per Second, More Is Better Embree 3.6.1 Binary: Pathtracer ISPC - Model: Asian Dragon Obj 2 x Xeon Platinum 8280 2 x Xeon Platinum 8259CL EPYC 2 7R32 2 x Xeon Platinum 8275CL NUMA off 2 x Xeon Gold 5220R 2 x Xeon Platinum 8275CL 2 x Xeon Gold 6226R Xeon Platinum 8280 Xeon W-3275M 2 x Xeon Silver 4216 Xeon Gold 5220R Xeon Gold 6226R Xeon Gold 5218 Xeon Silver 4216 13 26 39 52 65 SE +/- 0.05, N = 3 SE +/- 0.00, N = 3 SE +/- 0.03, N = 3 SE +/- 0.01, N = 3 SE +/- 0.04, N = 3 SE +/- 0.63, N = 3 SE +/- 0.02, N = 3 SE +/- 0.02, N = 3 SE +/- 0.02, N = 3 SE +/- 0.01, N = 3 SE +/- 0.01, N = 3 SE +/- 0.01, N = 3 SE +/- 0.01, N = 3 SE +/- 0.01, N = 3 58.69 50.98 45.43 44.72 37.15 36.67 34.80 33.05 30.35 25.07 20.34 19.32 16.77 13.49 MIN: 56.97 / MAX: 60.91 MIN: 49.91 / MAX: 52.27 MIN: 44.82 / MAX: 46.53 MIN: 43.9 / MAX: 46.32 MIN: 36.74 / MAX: 37.69 MIN: 34.56 / MAX: 39.51 MIN: 34.51 / MAX: 35.32 MIN: 32.72 / MAX: 33.4 MIN: 29.95 / MAX: 30.77 MIN: 24.86 / MAX: 25.34 MIN: 20.23 / MAX: 20.53 MIN: 19.25 / MAX: 19.46 MIN: 16.69 / MAX: 16.88 MIN: 13.43 / MAX: 13.59
PyPerformance Benchmark: django_template OpenBenchmarking.org Milliseconds, Fewer Is Better PyPerformance 1.0.0 Benchmark: django_template 2 x Xeon Platinum 8280 Xeon Platinum 8280 Xeon Gold 5220R 2 x Xeon Gold 6226R Xeon Gold 5218 2 x Xeon Gold 5220R Xeon Gold 6226R Xeon W-3275M Xeon Silver 4216 2 x Xeon Silver 4216 2 x Xeon Platinum 8259CL EPYC 2 7R32 15 30 45 60 75 SE +/- 0.07, N = 3 SE +/- 0.06, N = 3 SE +/- 0.06, N = 3 SE +/- 0.03, N = 3 SE +/- 0.00, N = 3 SE +/- 0.03, N = 3 SE +/- 0.03, N = 3 SE +/- 0.67, N = 3 SE +/- 0.00, N = 3 SE +/- 0.06, N = 3 SE +/- 0.09, N = 3 SE +/- 0.09, N = 3 45.9 46.2 47.1 47.1 47.2 47.3 47.3 49.9 57.5 57.5 64.2 66.4
Basis Universal Settings: UASTC Level 3 OpenBenchmarking.org Seconds, Fewer Is Better Basis Universal 1.12 Settings: UASTC Level 3 EPYC 2 7R32 2 x Xeon Platinum 8280 2 x Xeon Platinum 8275CL NUMA off 2 x Xeon Platinum 8275CL 2 x Xeon Platinum 8259CL 2 x Xeon Gold 6226R 2 x Xeon Gold 5220R Xeon W-3275M Xeon Platinum 8280 2 x Xeon Silver 4216 Xeon Gold 6226R Xeon Gold 5220R Xeon Gold 5218 Xeon Silver 4216 13 26 39 52 65 SE +/- 0.06, N = 3 SE +/- 0.02, N = 3 SE +/- 0.00, N = 3 SE +/- 0.18, N = 3 SE +/- 0.08, N = 3 SE +/- 0.05, N = 3 SE +/- 0.02, N = 3 SE +/- 0.01, N = 3 SE +/- 0.01, N = 3 SE +/- 0.01, N = 3 SE +/- 0.02, N = 3 SE +/- 0.01, N = 3 SE +/- 0.03, N = 3 SE +/- 0.01, N = 3 19.19 19.89 20.99 21.06 23.09 27.23 27.98 30.63 30.69 34.63 44.94 46.71 55.21 58.25 1. (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.org ms, Fewer Is Better MKL-DNN DNNL 1.1 Harness: IP Batch 1D - Data Type: f32 2 x Xeon Platinum 8259CL 2 x Xeon Platinum 8275CL NUMA off 2 x Xeon Platinum 8280 EPYC 2 7R32 2 x Xeon Platinum 8275CL 2 x Xeon Gold 6226R 2 x Xeon Gold 5220R Xeon Platinum 8280 2 x Xeon Silver 4216 Xeon W-3275M Xeon Gold 6226R Xeon Gold 5220R Xeon Gold 5218 Xeon Silver 4216 1.1625 2.325 3.4875 4.65 5.8125 SE +/- 0.01483, N = 15 SE +/- 0.00571, N = 3 SE +/- 0.01437, N = 15 SE +/- 0.00673, N = 3 SE +/- 0.02693, N = 15 SE +/- 0.01296, N = 3 SE +/- 0.02205, N = 15 SE +/- 0.01072, N = 3 SE +/- 0.01245, N = 3 SE +/- 0.00575, N = 3 SE +/- 0.00644, N = 3 SE +/- 0.01148, N = 3 SE +/- 0.02145, N = 3 SE +/- 0.01398, N = 3 1.57687 1.63599 1.63986 1.67560 1.95992 2.18975 2.23009 2.39451 2.66699 2.86715 4.41366 4.49985 4.75696 5.16658 MIN: 1.29 MIN: 1.41 MIN: 1.39 MIN: 1.59 MIN: 1.37 MIN: 1.86 MIN: 1.82 MIN: 2.28 MIN: 2.31 MIN: 2.53 MIN: 3.68 MIN: 4.19 MIN: 4.33 MIN: 4.71 1. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl
John The Ripper Test: Blowfish OpenBenchmarking.org Real C/S, More Is Better John The Ripper 1.9.0-jumbo-1 Test: Blowfish 2 x Xeon Platinum 8280 2 x Xeon Platinum 8275CL NUMA off 2 x Xeon Platinum 8275CL 2 x Xeon Platinum 8259CL EPYC 2 7R32 2 x Xeon Gold 6226R 2 x Xeon Gold 5220R Xeon Platinum 8280 2 x Xeon Silver 4216 Xeon W-3275M Xeon Gold 6226R Xeon Gold 5220R Xeon Gold 5218 Xeon Silver 4216 20K 40K 60K 80K 100K SE +/- 700.53, N = 3 SE +/- 78.50, N = 3 SE +/- 465.66, N = 3 SE +/- 107.83, N = 3 SE +/- 203.51, N = 3 SE +/- 111.31, N = 3 SE +/- 12.50, N = 3 SE +/- 99.39, N = 3 SE +/- 91.33, N = 3 SE +/- 149.28, N = 3 SE +/- 60.93, N = 3 SE +/- 77.98, N = 3 SE +/- 6.03, N = 3 SE +/- 24.29, N = 3 84084 78327 77771 70888 66475 53485 51324 42864 41021 40326 27126 25547 21403 20424 1. (CC) gcc options: -m64 -lssl -lcrypto -fopenmp -lgmp -pthread -lm -lz -ldl -lcrypt -lbz2
OSPray Demo: NASA Streamlines - Renderer: SciVis OpenBenchmarking.org FPS, More Is Better OSPray 1.8.5 Demo: NASA Streamlines - Renderer: SciVis 2 x Xeon Platinum 8280 2 x Xeon Platinum 8275CL NUMA off 2 x Xeon Platinum 8275CL 2 x Xeon Platinum 8259CL EPYC 2 7R32 2 x Xeon Gold 6226R 2 x Xeon Gold 5220R Xeon Platinum 8280 Xeon W-3275M 2 x Xeon Silver 4216 Xeon Gold 6226R Xeon Gold 5220R Xeon Gold 5218 Xeon Silver 4216 20 40 60 80 100 SE +/- 0.00, N = 13 SE +/- 0.00, N = 12 SE +/- 0.71, N = 9 SE +/- 0.00, N = 12 SE +/- 0.00, N = 12 SE +/- 0.00, N = 15 SE +/- 0.00, N = 15 SE +/- 0.00, N = 3 SE +/- 0.00, N = 12 SE +/- 0.00, N = 12 SE +/- 0.00, N = 12 SE +/- 0.00, N = 12 SE +/- 0.00, N = 12 90.91 83.33 82.62 76.92 76.92 55.56 55.56 50.00 45.45 34.48 29.41 28.57 23.26 18.18 MIN: 29.41 MIN: 71.43 / MAX: 90.91 MIN: 26.32 / MAX: 90.91 MIN: 27.78 / MAX: 83.33 MIN: 71.43 / MAX: 83.33 MIN: 19.23 MIN: 24.39 MIN: 43.48 MIN: 43.48 / MAX: 47.62 MIN: 18.87 / MAX: 35.71 MIN: 26.32 MIN: 26.32 / MAX: 29.41 MIN: 22.73 / MAX: 23.81 MIN: 17.86 / MAX: 18.52
lzbench Test: Crush 0 - Process: Decompression OpenBenchmarking.org MB/s, More Is Better lzbench 1.8 Test: Crush 0 - Process: Decompression Xeon W-3275M Xeon Platinum 8280 2 x Xeon Platinum 8275CL 2 x Xeon Platinum 8275CL NUMA off Xeon Gold 5218 Xeon Gold 6226R 2 x Xeon Platinum 8280 Xeon Gold 5220R 2 x Xeon Gold 5220R 2 x Xeon Gold 6226R 2 x Xeon Platinum 8259CL EPYC 2 7R32 Xeon Silver 4216 2 x Xeon Silver 4216 110 220 330 440 550 SE +/- 0.33, N = 3 509 440 434 432 430 429 428 428 419 418 394 380 353 344 1. (CXX) g++ options: -pthread -fomit-frame-pointer -fstrict-aliasing -ffast-math -O3
lzbench Test: Crush 0 - Process: Compression OpenBenchmarking.org MB/s, More Is Better lzbench 1.8 Test: Crush 0 - Process: Compression Xeon W-3275M Xeon Platinum 8280 Xeon Gold 5220R Xeon Gold 5218 2 x Xeon Platinum 8280 2 x Xeon Platinum 8275CL NUMA off Xeon Gold 6226R 2 x Xeon Platinum 8275CL 2 x Xeon Gold 5220R 2 x Xeon Gold 6226R 2 x Xeon Platinum 8259CL Xeon Silver 4216 EPYC 2 7R32 2 x Xeon Silver 4216 20 40 60 80 100 SE +/- 1.00, N = 3 SE +/- 0.33, N = 3 SE +/- 0.33, N = 3 SE +/- 0.33, N = 3 SE +/- 0.33, N = 3 SE +/- 0.33, N = 3 SE +/- 0.58, N = 3 109 101 98 96 96 95 95 94 93 91 88 82 81 80 1. (CXX) g++ options: -pthread -fomit-frame-pointer -fstrict-aliasing -ffast-math -O3
Embree Binary: Pathtracer ISPC - Model: Crown OpenBenchmarking.org Frames Per Second, More Is Better Embree 3.6.1 Binary: Pathtracer ISPC - Model: Crown 2 x Xeon Platinum 8280 2 x Xeon Platinum 8275CL NUMA off 2 x Xeon Platinum 8275CL 2 x Xeon Platinum 8259CL EPYC 2 7R32 2 x Xeon Gold 5220R 2 x Xeon Gold 6226R Xeon Platinum 8280 Xeon W-3275M 2 x Xeon Silver 4216 Xeon Gold 5220R Xeon Gold 6226R Xeon Gold 5218 Xeon Silver 4216 12 24 36 48 60 SE +/- 0.05, N = 3 SE +/- 0.03, N = 3 SE +/- 0.49, N = 12 SE +/- 0.38, N = 3 SE +/- 0.08, N = 3 SE +/- 0.02, N = 3 SE +/- 0.03, N = 3 SE +/- 0.02, N = 3 SE +/- 0.04, N = 3 SE +/- 0.01, N = 3 SE +/- 0.01, N = 3 SE +/- 0.02, N = 3 SE +/- 0.01, N = 3 SE +/- 0.00, N = 3 53.23 49.96 49.05 46.18 45.19 33.45 31.73 28.77 26.40 21.75 17.66 16.81 14.42 11.38 MIN: 51.36 / MAX: 55.83 MIN: 48.68 / MAX: 51.86 MIN: 37.93 / MAX: 51.79 MIN: 42.99 / MAX: 47.93 MIN: 44.15 / MAX: 46.52 MIN: 32.87 / MAX: 34.13 MIN: 31.27 / MAX: 32.36 MIN: 28.26 / MAX: 29.24 MIN: 25.71 / MAX: 26.95 MIN: 21.43 / MAX: 22.13 MIN: 17.5 / MAX: 17.85 MIN: 16.67 / MAX: 17 MIN: 14.3 / MAX: 14.63 MIN: 11.32 / MAX: 11.49
NAS Parallel Benchmarks Test / Class: LU.C OpenBenchmarking.org Total Mop/s, More Is Better NAS Parallel Benchmarks 3.4 Test / Class: LU.C 2 x Xeon Platinum 8280 2 x Xeon Platinum 8259CL 2 x Xeon Gold 5220R 2 x Xeon Gold 6226R EPYC 2 7R32 2 x Xeon Silver 4216 Xeon Platinum 8280 Xeon W-3275M Xeon Gold 6226R Xeon Gold 5220R Xeon Gold 5218 Xeon Silver 4216 30K 60K 90K 120K 150K SE +/- 188.25, N = 3 SE +/- 55.32, N = 3 SE +/- 135.16, N = 3 SE +/- 50.65, N = 3 SE +/- 139.53, N = 3 SE +/- 91.80, N = 3 SE +/- 82.95, N = 3 SE +/- 35.10, N = 3 SE +/- 30.22, N = 3 SE +/- 45.25, N = 3 SE +/- 41.33, N = 3 SE +/- 38.08, N = 3 140090.32 120961.91 108883.40 106268.33 99821.89 85606.53 74255.67 69606.84 58594.50 56744.87 48143.49 46723.01 1. (F9X) gfortran options: -O3 -march=native -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi 2. 2 x Xeon Platinum 8280: Open MPI 4.0.3rc4 3. 2 x Xeon Platinum 8259CL: Open MPI 3.1.3 4. 2 x Xeon Gold 5220R: Open MPI 4.0.3rc4 5. 2 x Xeon Gold 6226R: Open MPI 4.0.3rc4 6. EPYC 2 7R32: Open MPI 3.1.3 7. 2 x Xeon Silver 4216: Open MPI 4.0.3rc4 8. Xeon Platinum 8280: Open MPI 4.0.3rc4 9. Xeon W-3275M: Open MPI 3.1.3 10. Xeon Gold 6226R: Open MPI 4.0.3rc4 11. Xeon Gold 5220R: Open MPI 4.0.3rc4 12. Xeon Gold 5218: Open MPI 4.0.3rc4 13. Xeon Silver 4216: Open MPI 4.0.3rc4
Tungsten Renderer Scene: Water Caustic OpenBenchmarking.org Seconds, Fewer Is Better Tungsten Renderer 0.2.2 Scene: Water Caustic Xeon W-3275M 2 x Xeon Platinum 8280 Xeon Platinum 8280 EPYC 2 7R32 2 x Xeon Platinum 8275CL NUMA off 2 x Xeon Platinum 8275CL 2 x Xeon Gold 6226R 2 x Xeon Gold 5220R Xeon Gold 6226R 2 x Xeon Platinum 8259CL Xeon Gold 5220R Xeon Gold 5218 2 x Xeon Silver 4216 Xeon Silver 4216 7 14 21 28 35 SE +/- 0.10, N = 3 SE +/- 0.06, N = 3 SE +/- 0.08, N = 3 SE +/- 0.02, N = 3 SE +/- 0.07, N = 3 SE +/- 0.12, N = 3 SE +/- 0.05, N = 3 SE +/- 0.04, N = 3 SE +/- 0.07, N = 3 SE +/- 0.09, N = 3 SE +/- 0.07, N = 3 SE +/- 0.02, N = 3 SE +/- 0.03, N = 3 SE +/- 0.12, N = 3 21.55 21.59 22.02 22.32 22.71 22.76 23.19 23.34 24.09 24.54 25.01 25.96 27.39 28.90 -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 1. (CXX) g++ options: -std=c++0x -msse2 -msse3 -mssse3 -msse4.1 -msse4.2 -mfma -mbmi2 -mno-avx -mno-avx2 -mno-xop -mno-fma4 -mno-avx512pf -mno-avx512er -mno-avx512ifma -mno-avx512vbmi -fstrict-aliasing -O3 -rdynamic -lpthread -ldl
Intel MPI Benchmarks Test: IMB-P2P PingPong OpenBenchmarking.org Average Msg/sec, More Is Better Intel MPI Benchmarks 2019.3 Test: IMB-P2P PingPong 2 x Xeon Platinum 8275CL 2 x Xeon Platinum 8275CL NUMA off 2 x Xeon Platinum 8259CL 2 x Xeon Platinum 8280 2 x Xeon Gold 6226R EPYC 2 7R32 Xeon W-3275M 2 x Xeon Gold 5220R 2 x Xeon Silver 4216 Xeon Platinum 8280 Xeon Gold 6226R Xeon Gold 5220R Xeon Gold 5218 Xeon Silver 4216 8M 16M 24M 32M 40M SE +/- 12198.08, N = 3 SE +/- 131246.22, N = 3 SE +/- 80057.86, N = 3 SE +/- 66348.18, N = 3 SE +/- 41319.75, N = 3 SE +/- 40509.97, N = 3 SE +/- 59477.15, N = 3 SE +/- 12631.77, N = 3 SE +/- 20273.79, N = 3 SE +/- 33688.94, N = 3 SE +/- 19484.28, N = 3 SE +/- 20987.71, N = 3 SE +/- 10529.89, N = 3 SE +/- 7036.00, N = 3 35954425.36 35888907.99 31988149.25 31821690.55 20467429.52 20348261.03 20246604.62 19650424.33 17176230.54 16653864.77 10620968.61 10276849.52 9066471.04 8923779.55 MIN: 2889 / MAX: 93907202 MIN: 2551 / MAX: 94279351 MIN: 9163 / MAX: 84595469 MIN: 9950 / MAX: 90956260 MIN: 7824 / MAX: 55096192 MIN: 6272 / MAX: 47546902 MIN: 5167 / MAX: 52108336 MIN: 8143 / MAX: 56362584 MIN: 7391 / MAX: 46585428 MIN: 5455 / MAX: 45833330 1. (CXX) g++ options: -O0 -pedantic -fopenmp -pthread -lmpi_cxx -lmpi
Embree Binary: Pathtracer - Model: Crown OpenBenchmarking.org Frames Per Second, More Is Better Embree 3.6.1 Binary: Pathtracer - Model: Crown EPYC 2 7R32 2 x Xeon Platinum 8280 2 x Xeon Platinum 8275CL 2 x Xeon Platinum 8275CL NUMA off 2 x Xeon Platinum 8259CL 2 x Xeon Gold 5220R 2 x Xeon Gold 6226R Xeon Platinum 8280 Xeon W-3275M 2 x Xeon Silver 4216 Xeon Gold 5220R Xeon Gold 6226R Xeon Silver 4216 Xeon Gold 5218 11 22 33 44 55 SE +/- 0.08, N = 3 SE +/- 0.09, N = 3 SE +/- 0.12, N = 3 SE +/- 0.17, N = 3 SE +/- 0.17, N = 3 SE +/- 0.05, N = 3 SE +/- 0.09, N = 3 SE +/- 0.04, N = 3 SE +/- 0.03, N = 3 SE +/- 0.03, N = 3 SE +/- 0.02, N = 3 SE +/- 0.00, N = 3 SE +/- 0.01, N = 3 SE +/- 0.01, N = 3 47.65 45.61 41.79 41.39 38.12 29.52 28.96 26.28 24.55 23.27 16.05 15.99 12.43 12.39 MIN: 46.77 / MAX: 49.17 MIN: 44.2 / MAX: 47.35 MIN: 40.7 / MAX: 42.99 MIN: 40.34 / MAX: 42.73 MIN: 37.03 / MAX: 39.42 MIN: 29.05 / MAX: 30.15 MIN: 28.49 / MAX: 29.56 MIN: 25.64 / MAX: 26.64 MIN: 24.09 / MAX: 24.98 MIN: 23 / MAX: 23.64 MIN: 15.89 / MAX: 16.22 MIN: 15.9 / MAX: 16.17 MIN: 12.35 / MAX: 12.55 MIN: 12.32 / MAX: 12.5
PyBench Total For Average Test Times OpenBenchmarking.org Milliseconds, Fewer Is Better PyBench 2018-02-16 Total For Average Test Times Xeon W-3275M 2 x Xeon Platinum 8280 Xeon Platinum 8280 2 x Xeon Gold 5220R Xeon Gold 5218 Xeon Gold 6226R 2 x Xeon Gold 6226R Xeon Gold 5220R 2 x Xeon Platinum 8275CL NUMA off 2 x Xeon Platinum 8275CL EPYC 2 7R32 2 x Xeon Platinum 8259CL Xeon Silver 4216 2 x Xeon Silver 4216 300 600 900 1200 1500 SE +/- 1.45, N = 3 SE +/- 1.00, N = 3 SE +/- 1.15, N = 3 SE +/- 1.45, N = 3 SE +/- 3.06, N = 3 SE +/- 0.67, N = 3 SE +/- 12.17, N = 3 SE +/- 0.88, N = 3 SE +/- 4.73, N = 3 SE +/- 3.18, N = 3 SE +/- 1.00, N = 3 SE +/- 0.58, N = 3 SE +/- 0.67, N = 3 951 1073 1076 1100 1101 1103 1104 1114 1123 1133 1226 1252 1342 1343
lzbench Test: Zstd 8 - Process: Decompression OpenBenchmarking.org MB/s, More Is Better lzbench 1.8 Test: Zstd 8 - Process: Decompression Xeon W-3275M EPYC 2 7R32 Xeon Platinum 8280 Xeon Gold 5218 Xeon Gold 5220R Xeon Gold 6226R 2 x Xeon Platinum 8280 2 x Xeon Gold 5220R 2 x Xeon Gold 6226R 2 x Xeon Platinum 8275CL 2 x Xeon Platinum 8259CL 2 x Xeon Platinum 8275CL NUMA off Xeon Silver 4216 2 x Xeon Silver 4216 300 600 900 1200 1500 SE +/- 1.45, N = 3 SE +/- 0.58, N = 3 SE +/- 1.33, N = 3 SE +/- 0.33, N = 3 SE +/- 1.53, N = 3 SE +/- 1.53, N = 3 SE +/- 1.53, N = 3 SE +/- 0.67, N = 3 SE +/- 1.53, N = 3 SE +/- 1.86, N = 3 1298 1266 1224 1195 1194 1193 1124 1101 1100 1053 1011 999 998 930 1. (CXX) g++ options: -pthread -fomit-frame-pointer -fstrict-aliasing -ffast-math -O3
lzbench Test: Zstd 8 - Process: Compression OpenBenchmarking.org MB/s, More Is Better lzbench 1.8 Test: Zstd 8 - Process: Compression Xeon W-3275M EPYC 2 7R32 Xeon Platinum 8280 Xeon Gold 5220R 2 x Xeon Platinum 8275CL NUMA off 2 x Xeon Platinum 8280 Xeon Gold 6226R Xeon Gold 5218 2 x Xeon Gold 5220R 2 x Xeon Platinum 8275CL 2 x Xeon Gold 6226R 2 x Xeon Platinum 8259CL Xeon Silver 4216 2 x Xeon Silver 4216 20 40 60 80 100 84 83 77 76 75 75 74 74 74 73 72 69 64 63 1. (CXX) g++ options: -pthread -fomit-frame-pointer -fstrict-aliasing -ffast-math -O3
lzbench Test: Brotli 2 - Process: Decompression OpenBenchmarking.org MB/s, More Is Better lzbench 1.8 Test: Brotli 2 - Process: Decompression Xeon W-3275M Xeon Platinum 8280 Xeon Gold 5218 Xeon Gold 6226R Xeon Gold 5220R 2 x Xeon Platinum 8280 2 x Xeon Gold 5220R 2 x Xeon Gold 6226R 2 x Xeon Platinum 8275CL 2 x Xeon Platinum 8275CL NUMA off EPYC 2 7R32 2 x Xeon Platinum 8259CL Xeon Silver 4216 2 x Xeon Silver 4216 160 320 480 640 800 SE +/- 1.45, N = 3 SE +/- 0.67, N = 3 SE +/- 0.67, N = 3 SE +/- 0.88, N = 3 SE +/- 5.03, N = 3 SE +/- 1.33, N = 3 SE +/- 1.20, N = 3 SE +/- 1.00, N = 3 SE +/- 0.88, N = 3 SE +/- 0.33, N = 3 SE +/- 0.67, N = 3 721 673 655 653 651 623 613 608 592 582 564 551 542 509 1. (CXX) g++ options: -pthread -fomit-frame-pointer -fstrict-aliasing -ffast-math -O3
lzbench Test: Brotli 2 - Process: Compression OpenBenchmarking.org MB/s, More Is Better lzbench 1.8 Test: Brotli 2 - Process: Compression Xeon W-3275M Xeon Platinum 8280 Xeon Gold 6226R Xeon Gold 5218 2 x Xeon Platinum 8280 Xeon Gold 5220R 2 x Xeon Platinum 8275CL NUMA off 2 x Xeon Gold 6226R 2 x Xeon Gold 5220R 2 x Xeon Platinum 8275CL EPYC 2 7R32 2 x Xeon Platinum 8259CL Xeon Silver 4216 2 x Xeon Silver 4216 40 80 120 160 200 SE +/- 0.33, N = 3 SE +/- 0.33, N = 3 SE +/- 0.33, N = 3 SE +/- 0.67, N = 3 SE +/- 1.33, N = 3 SE +/- 0.58, N = 3 196 181 176 176 176 176 172 172 172 170 165 157 146 142 1. (CXX) g++ options: -pthread -fomit-frame-pointer -fstrict-aliasing -ffast-math -O3
lzbench Test: Zstd 1 - Process: Decompression OpenBenchmarking.org MB/s, More Is Better lzbench 1.8 Test: Zstd 1 - Process: Decompression Xeon W-3275M Xeon Platinum 8280 Xeon Gold 5218 Xeon Gold 6226R Xeon Gold 5220R 2 x Xeon Platinum 8280 EPYC 2 7R32 2 x Xeon Gold 5220R 2 x Xeon Gold 6226R 2 x Xeon Platinum 8275CL 2 x Xeon Platinum 8275CL NUMA off 2 x Xeon Platinum 8259CL Xeon Silver 4216 2 x Xeon Silver 4216 300 600 900 1200 1500 SE +/- 2.65, N = 3 SE +/- 0.33, N = 3 SE +/- 2.00, N = 3 SE +/- 0.67, N = 3 SE +/- 0.67, N = 3 SE +/- 0.33, N = 3 SE +/- 0.67, N = 3 SE +/- 1.33, N = 3 1299 1212 1184 1182 1180 1168 1148 1147 1141 1099 1090 1027 973 943 1. (CXX) g++ options: -pthread -fomit-frame-pointer -fstrict-aliasing -ffast-math -O3
lzbench Test: Zstd 1 - Process: Compression OpenBenchmarking.org MB/s, More Is Better lzbench 1.8 Test: Zstd 1 - Process: Compression Xeon W-3275M Xeon Platinum 8280 2 x Xeon Platinum 8280 Xeon Gold 5218 Xeon Gold 6226R Xeon Gold 5220R 2 x Xeon Platinum 8275CL NUMA off 2 x Xeon Platinum 8275CL 2 x Xeon Gold 6226R 2 x Xeon Gold 5220R EPYC 2 7R32 2 x Xeon Platinum 8259CL Xeon Silver 4216 2 x Xeon Silver 4216 110 220 330 440 550 SE +/- 1.00, N = 3 SE +/- 0.58, N = 3 SE +/- 2.33, N = 3 508 457 449 446 445 444 443 439 437 437 418 399 365 359 1. (CXX) g++ options: -pthread -fomit-frame-pointer -fstrict-aliasing -ffast-math -O3
MKL-DNN DNNL Harness: Deconvolution Batch deconv_3d - Data Type: u8s8f32 OpenBenchmarking.org ms, Fewer Is Better MKL-DNN DNNL 1.1 Harness: Deconvolution Batch deconv_3d - Data Type: u8s8f32 2 x Xeon Platinum 8280 EPYC 2 7R32 2 x Xeon Platinum 8275CL NUMA off 2 x Xeon Platinum 8275CL 2 x Xeon Platinum 8259CL 2 x Xeon Gold 6226R 2 x Xeon Gold 5220R Xeon Platinum 8280 2 x Xeon Silver 4216 Xeon W-3275M Xeon Gold 6226R Xeon Gold 5220R Xeon Gold 5218 Xeon Silver 4216 1600 3200 4800 6400 8000 SE +/- 5.70, N = 3 SE +/- 3.22, N = 3 SE +/- 2.13, N = 3 SE +/- 0.43, N = 3 SE +/- 3.00, N = 3 SE +/- 2.41, N = 3 SE +/- 3.26, N = 3 SE +/- 2.14, N = 3 SE +/- 2.28, N = 3 SE +/- 48.27, N = 3 SE +/- 5.07, N = 3 SE +/- 5.71, N = 3 SE +/- 2.58, N = 3 SE +/- 0.67, N = 3 1893.72 1899.24 2057.93 2059.03 2238.05 2987.08 3112.36 3716.98 3849.13 3852.37 5864.26 6072.57 7189.03 7457.86 MIN: 1871.79 MIN: 1888.24 MIN: 2050.62 MIN: 2054.86 MIN: 2230.65 MIN: 2977.12 MIN: 3107.3 MIN: 3705.72 MIN: 3842.7 MIN: 3728.62 MIN: 5830.88 MIN: 6048.56 MIN: 7180.23 MIN: 7454.84 1. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl
Embree Binary: Pathtracer - Model: Asian Dragon OpenBenchmarking.org Frames Per Second, More Is Better Embree 3.6.1 Binary: Pathtracer - Model: Asian Dragon 2 x Xeon Platinum 8280 EPYC 2 7R32 2 x Xeon Platinum 8259CL 2 x Xeon Platinum 8275CL NUMA off 2 x Xeon Platinum 8275CL 2 x Xeon Gold 5220R 2 x Xeon Gold 6226R Xeon Platinum 8280 Xeon W-3275M 2 x Xeon Silver 4216 Xeon Gold 5220R Xeon Gold 6226R Xeon Gold 5218 Xeon Silver 4216 13 26 39 52 65 SE +/- 0.16, N = 3 SE +/- 0.06, N = 3 SE +/- 0.38, N = 3 SE +/- 0.19, N = 3 SE +/- 0.32, N = 3 SE +/- 0.05, N = 3 SE +/- 0.03, N = 3 SE +/- 0.04, N = 3 SE +/- 0.05, N = 3 SE +/- 0.05, N = 3 SE +/- 0.04, N = 3 SE +/- 0.01, N = 3 SE +/- 0.01, N = 3 SE +/- 0.03, N = 3 57.49 52.95 46.79 45.77 40.08 35.88 34.69 32.25 30.11 28.20 19.61 19.35 15.31 15.28 MIN: 55.98 / MAX: 58.87 MIN: 52.3 / MAX: 53.84 MIN: 44.43 / MAX: 47.97 MIN: 44.89 / MAX: 47.26 MIN: 37.64 / MAX: 43.58 MIN: 35.51 / MAX: 36.33 MIN: 34.44 / MAX: 35.19 MIN: 32 / MAX: 32.54 MIN: 29.8 / MAX: 30.54 MIN: 27.97 / MAX: 28.53 MIN: 19.5 / MAX: 19.79 MIN: 19.28 / MAX: 19.48 MIN: 15.25 / MAX: 15.4 MIN: 15.18 / MAX: 15.39
Mlpack Benchmark Benchmark: scikit_svm OpenBenchmarking.org Seconds, Fewer Is Better Mlpack Benchmark Benchmark: scikit_svm EPYC 2 7R32 Xeon W-3275M 2 x Xeon Platinum 8275CL Xeon Platinum 8280 2 x Xeon Platinum 8280 2 x Xeon Gold 6226R Xeon Gold 5220R 2 x Xeon Gold 5220R Xeon Gold 6226R Xeon Gold 5218 2 x Xeon Platinum 8275CL NUMA off 2 x Xeon Platinum 8259CL Xeon Silver 4216 2 x Xeon Silver 4216 5 10 15 20 25 SE +/- 0.09, N = 3 SE +/- 0.19, N = 3 SE +/- 0.06, N = 3 SE +/- 0.07, N = 3 SE +/- 0.09, N = 3 SE +/- 0.13, N = 3 SE +/- 0.09, N = 3 SE +/- 0.04, N = 3 SE +/- 0.00, N = 3 SE +/- 0.02, N = 3 SE +/- 0.01, N = 3 SE +/- 0.03, N = 3 SE +/- 0.04, N = 3 SE +/- 0.06, N = 3 15.16 15.78 16.87 17.19 17.19 17.77 17.82 17.92 17.92 17.98 18.42 18.76 20.89 21.09
Zstd Compression Compressing ubuntu-16.04.3-server-i386.img, Compression Level 19 OpenBenchmarking.org Seconds, Fewer Is Better Zstd Compression 1.3.4 Compressing ubuntu-16.04.3-server-i386.img, Compression Level 19 Xeon Platinum 8280 Xeon W-3275M 2 x Xeon Platinum 8280 EPYC 2 7R32 2 x Xeon Platinum 8259CL 2 x Xeon Gold 6226R 2 x Xeon Platinum 8275CL NUMA off Xeon Gold 6226R Xeon Gold 5220R 2 x Xeon Gold 5220R 2 x Xeon Platinum 8275CL 2 x Xeon Silver 4216 Xeon Gold 5218 Xeon Silver 4216 3 6 9 12 15 SE +/- 0.016, N = 3 SE +/- 0.023, N = 3 SE +/- 0.148, N = 3 SE +/- 0.062, N = 15 SE +/- 0.094, N = 15 SE +/- 0.096, N = 3 SE +/- 0.138, N = 5 SE +/- 0.056, N = 3 SE +/- 0.021, N = 3 SE +/- 0.117, N = 3 SE +/- 0.114, N = 15 SE +/- 0.104, N = 15 SE +/- 0.029, N = 3 SE +/- 0.075, N = 3 8.203 8.380 9.137 9.230 9.949 10.206 10.289 10.330 10.355 10.449 10.945 10.978 11.122 11.430 -llzma 1. (CC) gcc options: -O3 -pthread -lz
SVT-AV1 Encoder Mode: Enc Mode 4 - Input: 1080p OpenBenchmarking.org Frames Per Second, More Is Better SVT-AV1 0.8 Encoder Mode: Enc Mode 4 - Input: 1080p 2 x Xeon Platinum 8280 Xeon W-3275M Xeon Platinum 8280 2 x Xeon Platinum 8259CL 2 x Xeon Platinum 8275CL NUMA off EPYC 2 7R32 2 x Xeon Gold 6226R 2 x Xeon Gold 5220R 2 x Xeon Platinum 8275CL Xeon Gold 6226R Xeon Gold 5220R 2 x Xeon Silver 4216 Xeon Gold 5218 Xeon Silver 4216 2 4 6 8 10 SE +/- 0.064, N = 3 SE +/- 0.023, N = 3 SE +/- 0.032, N = 3 SE +/- 0.002, N = 3 SE +/- 0.046, N = 3 SE +/- 0.072, N = 5 SE +/- 0.009, N = 3 SE +/- 0.019, N = 3 SE +/- 0.041, N = 3 SE +/- 0.018, N = 3 SE +/- 0.014, N = 3 SE +/- 0.010, N = 3 SE +/- 0.003, N = 3 SE +/- 0.021, N = 3 7.033 6.389 6.030 5.955 5.942 5.714 5.431 5.302 5.243 4.340 4.285 4.216 3.339 3.309 1. (CXX) g++ options: -fPIE -fPIC -pie
MKL-DNN DNNL Harness: Convolution Batch conv_alexnet - Data Type: bf16bf16bf16 OpenBenchmarking.org ms, Fewer Is Better MKL-DNN DNNL 1.1 Harness: Convolution Batch conv_alexnet - Data Type: bf16bf16bf16 2 x Xeon Platinum 8280 2 x Xeon Platinum 8275CL 2 x Xeon Platinum 8275CL NUMA off 2 x Xeon Platinum 8259CL 2 x Xeon Gold 6226R Xeon Platinum 8280 Xeon W-3275M 2 x Xeon Gold 5220R 2 x Xeon Silver 4216 Xeon Gold 6226R Xeon Gold 5220R Xeon Gold 5218 Xeon Silver 4216 400 800 1200 1600 2000 SE +/- 0.06, N = 3 SE +/- 0.07, N = 3 SE +/- 0.33, N = 3 SE +/- 0.23, N = 3 SE +/- 4.23, N = 3 SE +/- 0.07, N = 3 SE +/- 1.04, N = 3 SE +/- 0.06, N = 3 SE +/- 0.08, N = 3 SE +/- 0.09, N = 3 SE +/- 1.48, N = 3 SE +/- 0.15, N = 3 SE +/- 0.03, N = 3 320.06 348.24 348.33 399.30 527.02 637.37 702.07 712.20 938.91 1042.34 1433.47 1874.47 1875.23 MIN: 319.23 MIN: 346.92 MIN: 347.28 MIN: 398.05 MIN: 521.14 MIN: 636.97 MIN: 687.86 MIN: 710.93 MIN: 937.57 MIN: 1041.43 MIN: 1421.77 MIN: 1873.87 MIN: 1873.9 1. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl
MKL-DNN DNNL Harness: Deconvolution Batch deconv_1d - Data Type: u8s8f32 OpenBenchmarking.org ms, Fewer Is Better MKL-DNN DNNL 1.1 Harness: Deconvolution Batch deconv_1d - Data Type: u8s8f32 2 x Xeon Platinum 8275CL NUMA off 2 x Xeon Platinum 8275CL 2 x Xeon Gold 6226R Xeon Platinum 8280 2 x Xeon Platinum 8259CL 2 x Xeon Platinum 8280 Xeon W-3275M Xeon Gold 6226R 2 x Xeon Gold 5220R 2 x Xeon Silver 4216 Xeon Gold 5220R Xeon Gold 5218 Xeon Silver 4216 EPYC 2 7R32 200 400 600 800 1000 SE +/- 0.001652, N = 3 SE +/- 0.001152, N = 3 SE +/- 0.001915, N = 3 SE +/- 0.000361, N = 3 SE +/- 0.000864, N = 3 SE +/- 0.006813, N = 3 SE +/- 0.001267, N = 3 SE +/- 0.000358, N = 3 SE +/- 0.002792, N = 3 SE +/- 0.003675, N = 3 SE +/- 0.001194, N = 3 SE +/- 0.001460, N = 3 SE +/- 0.001246, N = 3 SE +/- 4.136428, N = 3 0.354714 0.355362 0.369060 0.371036 0.376222 0.394455 0.458422 0.528632 0.560890 0.770300 0.843709 0.976730 1.273750 1131.130000 MIN: 1118.79 1. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl
MKL-DNN DNNL Harness: Deconvolution Batch deconv_1d - Data Type: bf16bf16bf16 OpenBenchmarking.org ms, Fewer Is Better MKL-DNN DNNL 1.1 Harness: Deconvolution Batch deconv_1d - Data Type: bf16bf16bf16 2 x Xeon Platinum 8275CL NUMA off 2 x Xeon Platinum 8275CL 2 x Xeon Platinum 8280 2 x Xeon Platinum 8259CL 2 x Xeon Gold 6226R Xeon Platinum 8280 2 x Xeon Gold 5220R Xeon W-3275M 2 x Xeon Silver 4216 Xeon Gold 6226R Xeon Gold 5220R Xeon Gold 5218 Xeon Silver 4216 4 8 12 16 20 SE +/- 0.00401, N = 3 SE +/- 0.01030, N = 3 SE +/- 0.00661, N = 3 SE +/- 0.00489, N = 3 SE +/- 0.00747, N = 3 SE +/- 0.00167, N = 3 SE +/- 0.00772, N = 3 SE +/- 0.03740, N = 3 SE +/- 0.01001, N = 3 SE +/- 0.00392, N = 3 SE +/- 0.04579, N = 3 SE +/- 0.00105, N = 3 SE +/- 0.00867, N = 3 3.96510 3.96906 4.06847 4.49039 5.38402 6.55374 7.22975 7.61595 8.86913 9.90362 13.14280 16.54840 16.55160 MIN: 3.88 MIN: 3.86 MIN: 3.93 MIN: 4.4 MIN: 5.3 MIN: 6.5 MIN: 7.13 MIN: 6.95 MIN: 8.78 MIN: 9.85 MIN: 12.96 MIN: 16.51 MIN: 16.51 1. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl
MKL-DNN DNNL Harness: Deconvolution Batch deconv_1d - Data Type: f32 OpenBenchmarking.org ms, Fewer Is Better MKL-DNN DNNL 1.1 Harness: Deconvolution Batch deconv_1d - Data Type: f32 2 x Xeon Platinum 8280 2 x Xeon Platinum 8275CL NUMA off 2 x Xeon Platinum 8259CL 2 x Xeon Platinum 8275CL Xeon Platinum 8280 2 x Xeon Gold 6226R Xeon W-3275M 2 x Xeon Gold 5220R EPYC 2 7R32 Xeon Gold 6226R 2 x Xeon Silver 4216 Xeon Gold 5220R Xeon Gold 5218 Xeon Silver 4216 1.1949 2.3898 3.5847 4.7796 5.9745 SE +/- 0.00318, N = 3 SE +/- 0.00024, N = 3 SE +/- 0.00693, N = 3 SE +/- 0.00979, N = 3 SE +/- 0.00157, N = 3 SE +/- 0.00475, N = 3 SE +/- 0.01273, N = 3 SE +/- 0.00174, N = 3 SE +/- 0.01972, N = 3 SE +/- 0.00272, N = 3 SE +/- 0.00576, N = 3 SE +/- 0.00527, N = 3 SE +/- 0.00570, N = 3 SE +/- 0.01140, N = 3 1.24029 1.25116 1.25795 1.33109 1.46232 1.49724 1.74515 2.12680 2.22540 2.23126 3.06590 3.36432 3.99488 5.31087 MIN: 1.17 MIN: 1.19 MIN: 1.2 MIN: 1.26 MIN: 1.44 MIN: 1.43 MIN: 1.55 MIN: 2.06 MIN: 2.11 MIN: 2.17 MIN: 2.99 MIN: 3.3 MIN: 3.95 MIN: 5.16 1. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl
Embree Binary: Pathtracer ISPC - Model: Asian Dragon OpenBenchmarking.org Frames Per Second, More Is Better Embree 3.6.1 Binary: Pathtracer ISPC - Model: Asian Dragon 2 x Xeon Platinum 8280 2 x Xeon Platinum 8259CL EPYC 2 7R32 2 x Xeon Platinum 8275CL NUMA off 2 x Xeon Gold 5220R 2 x Xeon Gold 6226R 2 x Xeon Platinum 8275CL Xeon Platinum 8280 Xeon W-3275M 2 x Xeon Silver 4216 Xeon Gold 5220R Xeon Gold 6226R Xeon Gold 5218 Xeon Silver 4216 15 30 45 60 75 SE +/- 0.03, N = 3 SE +/- 0.06, N = 3 SE +/- 0.03, N = 3 SE +/- 0.02, N = 3 SE +/- 0.02, N = 3 SE +/- 0.07, N = 3 SE +/- 0.53, N = 4 SE +/- 0.06, N = 3 SE +/- 0.08, N = 3 SE +/- 0.02, N = 3 SE +/- 0.02, N = 3 SE +/- 0.01, N = 3 SE +/- 0.01, N = 3 SE +/- 0.01, N = 3 68.42 59.06 52.35 51.87 43.10 40.43 38.77 38.31 35.15 28.97 23.60 22.46 19.43 15.59 MIN: 66.22 / MAX: 70.39 MIN: 57.51 / MAX: 60.42 MIN: 51.67 / MAX: 53.48 MIN: 50.96 / MAX: 54.15 MIN: 42.68 / MAX: 43.7 MIN: 40.04 / MAX: 41.18 MIN: 35.85 / MAX: 45.98 MIN: 37.87 / MAX: 38.72 MIN: 33.95 / MAX: 35.72 MIN: 28.72 / MAX: 29.29 MIN: 23.45 / MAX: 23.8 MIN: 22.38 / MAX: 22.62 MIN: 19.37 / MAX: 19.6 MIN: 15.54 / MAX: 15.7
dav1d Video Input: Summer Nature 4K OpenBenchmarking.org FPS, More Is Better dav1d 0.6.0 Video Input: Summer Nature 4K EPYC 2 7R32 Xeon W-3275M 2 x Xeon Platinum 8280 2 x Xeon Platinum 8275CL 2 x Xeon Platinum 8275CL NUMA off 2 x Xeon Platinum 8259CL 2 x Xeon Gold 6226R Xeon Platinum 8280 2 x Xeon Gold 5220R Xeon Gold 6226R Xeon Gold 5220R 2 x Xeon Silver 4216 Xeon Gold 5218 Xeon Silver 4216 70 140 210 280 350 SE +/- 0.98, N = 3 SE +/- 1.20, N = 3 SE +/- 3.68, N = 3 SE +/- 1.14, N = 3 SE +/- 0.62, N = 3 SE +/- 1.73, N = 3 SE +/- 1.66, N = 3 SE +/- 1.15, N = 3 SE +/- 0.84, N = 3 SE +/- 1.20, N = 3 SE +/- 0.78, N = 3 SE +/- 1.81, N = 3 SE +/- 0.30, N = 3 SE +/- 0.15, N = 3 321.17 256.60 221.31 218.14 216.86 215.64 203.10 199.08 177.89 170.07 160.59 159.60 136.86 132.46 MIN: 150.11 / MAX: 347.95 MIN: 164.1 / MAX: 284.35 MIN: 81.4 / MAX: 247.6 MIN: 105.24 / MAX: 238.99 MIN: 97.39 / MAX: 239.16 MIN: 93.88 / MAX: 236.99 MIN: 119.16 / MAX: 222.17 MIN: 121.12 / MAX: 214.69 MIN: 103.41 / MAX: 190.93 MIN: 115.59 / MAX: 193.75 MIN: 110.85 / MAX: 181 MIN: 100.88 / MAX: 178.21 MIN: 107.86 / MAX: 153.94 MIN: 104.21 / MAX: 150.6 1. (CC) gcc options: -pthread
MKL-DNN DNNL Harness: Convolution Batch conv_alexnet - Data Type: u8s8f32 OpenBenchmarking.org ms, Fewer Is Better MKL-DNN DNNL 1.1 Harness: Convolution Batch conv_alexnet - Data Type: u8s8f32 2 x Xeon Platinum 8280 2 x Xeon Platinum 8259CL 2 x Xeon Gold 6226R Xeon Platinum 8280 2 x Xeon Platinum 8275CL NUMA off Xeon W-3275M 2 x Xeon Gold 5220R Xeon Gold 6226R 2 x Xeon Silver 4216 2 x Xeon Platinum 8275CL Xeon Gold 5220R Xeon Gold 5218 Xeon Silver 4216 EPYC 2 7R32 300 600 900 1200 1500 SE +/- 0.03, N = 3 SE +/- 0.24, N = 3 SE +/- 0.25, N = 3 SE +/- 0.02, N = 3 SE +/- 0.03, N = 3 SE +/- 0.04, N = 3 SE +/- 0.03, N = 3 SE +/- 0.01, N = 3 SE +/- 0.14, N = 3 SE +/- 0.73, N = 3 SE +/- 0.09, N = 3 SE +/- 0.04, N = 3 SE +/- 0.06, N = 3 SE +/- 2.69, N = 3 19.81 22.38 26.54 26.84 30.64 31.99 35.98 42.22 55.34 59.90 66.74 81.07 105.83 1301.36 MIN: 1286.29 1. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl
ArrayFire Test: BLAS CPU OpenBenchmarking.org GFLOPS, More Is Better ArrayFire 3.7 Test: BLAS CPU 2 x Xeon Platinum 8275CL NUMA off 2 x Xeon Platinum 8275CL 2 x Xeon Platinum 8259CL 2 x Xeon Gold 6226R Xeon Platinum 8280 2 x Xeon Platinum 8280 Xeon W-3275M 2 x Xeon Gold 5220R Xeon Gold 6226R 2 x Xeon Silver 4216 Xeon Gold 5220R Xeon Gold 5218 EPYC 2 7R32 Xeon Silver 4216 1400 2800 4200 5600 7000 SE +/- 4.90, N = 3 SE +/- 61.47, N = 3 SE +/- 122.72, N = 12 SE +/- 31.78, N = 3 SE +/- 25.11, N = 3 SE +/- 20.06, N = 3 SE +/- 30.40, N = 3 SE +/- 3.91, N = 3 SE +/- 4.16, N = 3 SE +/- 0.79, N = 3 SE +/- 0.37, N = 3 SE +/- 0.62, N = 3 SE +/- 6.50, N = 3 SE +/- 1.52, N = 3 6325.07 6259.01 5319.58 3912.30 3432.16 3430.28 3128.39 2359.13 2137.03 1497.75 1201.54 1002.09 990.80 765.49 1. (CXX) g++ options: -rdynamic
PHPBench PHP Benchmark Suite OpenBenchmarking.org Score, More Is Better PHPBench 0.8.1 PHP Benchmark Suite Xeon W-3275M 2 x Xeon Platinum 8280 Xeon Platinum 8280 2 x Xeon Platinum 8275CL 2 x Xeon Platinum 8275CL NUMA off 2 x Xeon Gold 6226R Xeon Gold 5218 Xeon Gold 6226R 2 x Xeon Gold 5220R Xeon Gold 5220R 2 x Xeon Platinum 8259CL 2 x Xeon Silver 4216 Xeon Silver 4216 EPYC 2 7R32 160K 320K 480K 640K 800K SE +/- 1014.34, N = 3 SE +/- 884.68, N = 3 SE +/- 425.09, N = 3 SE +/- 144.16, N = 3 SE +/- 312.21, N = 3 SE +/- 164.78, N = 3 SE +/- 786.96, N = 3 SE +/- 752.01, N = 3 SE +/- 914.97, N = 3 SE +/- 862.18, N = 3 SE +/- 961.65, N = 3 SE +/- 200.00, N = 3 SE +/- 1865.15, N = 3 SE +/- 1283.26, N = 3 734339 649693 649164 640173 639026 632601 632455 632431 631283 629690 573483 519964 515697 500524
MKL-DNN DNNL Harness: Convolution Batch conv_alexnet - Data Type: f32 OpenBenchmarking.org ms, Fewer Is Better MKL-DNN DNNL 1.1 Harness: Convolution Batch conv_alexnet - Data Type: f32 2 x Xeon Platinum 8280 2 x Xeon Platinum 8259CL 2 x Xeon Platinum 8275CL NUMA off 2 x Xeon Platinum 8275CL 2 x Xeon Gold 6226R Xeon Platinum 8280 EPYC 2 7R32 Xeon W-3275M 2 x Xeon Gold 5220R Xeon Gold 6226R 2 x Xeon Silver 4216 Xeon Gold 5220R Xeon Gold 5218 Xeon Silver 4216 90 180 270 360 450 SE +/- 0.08, N = 3 SE +/- 0.23, N = 3 SE +/- 0.79, N = 3 SE +/- 0.88, N = 3 SE +/- 0.03, N = 3 SE +/- 0.06, N = 3 SE +/- 1.13, N = 3 SE +/- 0.11, N = 3 SE +/- 0.04, N = 3 SE +/- 0.05, N = 3 SE +/- 0.04, N = 3 SE +/- 0.16, N = 3 SE +/- 0.11, N = 3 SE +/- 0.95, N = 3 49.84 56.65 57.51 79.11 81.14 94.19 96.69 108.57 122.76 155.37 197.91 244.75 298.30 395.44 MIN: 74.84 MIN: 79.72 MIN: 93.73 MIN: 93.63 MIN: 102.46 MIN: 121.68 MIN: 154.79 MIN: 195.97 MIN: 242.31 MIN: 297.84 MIN: 390.56 1. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl
Renaissance Test: Scala Dotty OpenBenchmarking.org ms, Fewer Is Better Renaissance 0.10.0 Test: Scala Dotty EPYC 2 7R32 Xeon Platinum 8280 2 x Xeon Platinum 8275CL 2 x Xeon Platinum 8280 Xeon W-3275M Xeon Gold 6226R 2 x Xeon Platinum 8275CL NUMA off 2 x Xeon Gold 6226R 2 x Xeon Platinum 8259CL 2 x Xeon Gold 5220R Xeon Gold 5220R Xeon Gold 5218 2 x Xeon Silver 4216 Xeon Silver 4216 2K 4K 6K 8K 10K SE +/- 29.54, N = 5 SE +/- 19.31, N = 5 SE +/- 21.19, N = 5 SE +/- 56.89, N = 13 SE +/- 31.93, N = 5 SE +/- 46.73, N = 5 SE +/- 19.51, N = 5 SE +/- 78.90, N = 5 SE +/- 20.56, N = 5 SE +/- 62.31, N = 5 SE +/- 50.08, N = 5 SE +/- 41.65, N = 5 SE +/- 82.66, N = 9 SE +/- 17.62, N = 5 6577.34 6664.25 6733.16 6890.61 6970.90 6999.50 7042.35 7231.01 7256.92 7414.62 7556.33 8286.12 8583.01 8634.69
OSPray Demo: Magnetic Reconnection - Renderer: SciVis OpenBenchmarking.org FPS, More Is Better OSPray 1.8.5 Demo: Magnetic Reconnection - Renderer: SciVis 2 x Xeon Platinum 8280 2 x Xeon Platinum 8259CL 2 x Xeon Platinum 8275CL NUMA off 2 x Xeon Platinum 8275CL 2 x Xeon Gold 5220R 2 x Xeon Gold 6226R Xeon Platinum 8280 EPYC 2 7R32 Xeon W-3275M 2 x Xeon Silver 4216 Xeon Gold 5220R Xeon Gold 6226R Xeon Gold 5218 Xeon Silver 4216 16 32 48 64 80 SE +/- 0.00, N = 12 SE +/- 0.00, N = 3 SE +/- 0.00, N = 12 SE +/- 0.88, N = 3 SE +/- 0.00, N = 12 SE +/- 0.00, N = 3 SE +/- 0.60, N = 3 SE +/- 0.27, N = 4 SE +/- 0.00, N = 12 SE +/- 0.16, N = 4 SE +/- 0.00, N = 15 SE +/- 0.08, N = 4 71.43 62.50 58.82 50.88 47.62 45.45 42.87 40.00 40.00 32.53 27.03 25.48 22.22 17.94 MIN: 15.87 / MAX: 76.92 MIN: 18.52 / MAX: 66.67 MIN: 52.63 MIN: 16.95 / MAX: 55.56 MIN: 16.67 / MAX: 50 MIN: 20 MIN: 38.46 / MAX: 43.48 MIN: 38.46 / MAX: 41.67 MIN: 37.04 MIN: 14.93 / MAX: 33.33 MIN: 24.39 MIN: 24.39 / MAX: 25.64 MIN: 21.28 MIN: 16.95 / MAX: 18.18
MKL-DNN DNNL Harness: IP Batch 1D - Data Type: bf16bf16bf16 OpenBenchmarking.org ms, Fewer Is Better MKL-DNN DNNL 1.1 Harness: IP Batch 1D - Data Type: bf16bf16bf16 2 x Xeon Gold 6226R 2 x Xeon Platinum 8280 2 x Xeon Platinum 8275CL NUMA off 2 x Xeon Platinum 8275CL 2 x Xeon Platinum 8259CL Xeon Platinum 8280 Xeon W-3275M 2 x Xeon Silver 4216 Xeon Gold 6226R 2 x Xeon Gold 5220R Xeon Gold 5220R Xeon Gold 5218 Xeon Silver 4216 3 6 9 12 15 SE +/- 0.00482, N = 3 SE +/- 0.01183, N = 3 SE +/- 0.00386, N = 3 SE +/- 0.00988, N = 3 SE +/- 0.00431, N = 3 SE +/- 0.00377, N = 3 SE +/- 0.02664, N = 3 SE +/- 0.01534, N = 3 SE +/- 0.00265, N = 3 SE +/- 0.02081, N = 3 SE +/- 0.02077, N = 3 SE +/- 0.00212, N = 3 SE +/- 0.02765, N = 3 3.21281 3.65964 4.06041 4.10369 4.48918 4.83170 5.56304 5.56500 5.71439 5.72791 8.68590 8.82710 10.90140 MIN: 2.99 MIN: 3.47 MIN: 3.85 MIN: 3.91 MIN: 4.31 MIN: 4.76 MIN: 5.04 MIN: 5.18 MIN: 5.6 MIN: 5.56 MIN: 8.38 MIN: 8.65 MIN: 10.12 1. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl
Tungsten Renderer Scene: Hair OpenBenchmarking.org Seconds, Fewer Is Better Tungsten Renderer 0.2.2 Scene: Hair EPYC 2 7R32 2 x Xeon Platinum 8280 2 x Xeon Platinum 8275CL NUMA off 2 x Xeon Platinum 8275CL 2 x Xeon Platinum 8259CL 2 x Xeon Gold 6226R 2 x Xeon Gold 5220R Xeon Platinum 8280 Xeon W-3275M 2 x Xeon Silver 4216 Xeon Gold 6226R Xeon Gold 5220R Xeon Gold 5218 Xeon Silver 4216 6 12 18 24 30 SE +/- 0.05445, N = 3 SE +/- 0.11249, N = 3 SE +/- 0.03939, N = 3 SE +/- 0.03608, N = 3 SE +/- 0.05659, N = 3 SE +/- 0.05690, N = 3 SE +/- 0.03810, N = 3 SE +/- 0.03914, N = 3 SE +/- 0.05256, N = 3 SE +/- 0.06619, N = 3 SE +/- 0.06005, N = 3 SE +/- 0.03525, N = 3 SE +/- 0.02235, N = 3 SE +/- 0.12220, N = 3 7.67455 7.82706 8.19337 8.29067 9.26217 10.66530 11.07260 12.68630 12.71040 13.60310 18.61290 18.98400 22.48660 23.61290 -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 -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 1. (CXX) g++ options: -std=c++0x -msse2 -msse3 -mssse3 -msse4.1 -msse4.2 -mfma -mbmi2 -mno-avx -mno-avx2 -mno-xop -mno-fma4 -mno-avx512pf -mno-avx512er -mno-avx512ifma -mno-avx512vbmi -fstrict-aliasing -O3 -rdynamic -lpthread -ldl
NAS Parallel Benchmarks Test / Class: SP.B OpenBenchmarking.org Total Mop/s, More Is Better NAS Parallel Benchmarks 3.4 Test / Class: SP.B 2 x Xeon Platinum 8280 2 x Xeon Platinum 8259CL EPYC 2 7R32 2 x Xeon Gold 5220R 2 x Xeon Gold 6226R 2 x Xeon Silver 4216 Xeon Platinum 8280 Xeon W-3275M Xeon Gold 6226R Xeon Gold 5220R Xeon Gold 5218 Xeon Silver 4216 15K 30K 45K 60K 75K SE +/- 115.61, N = 3 SE +/- 77.17, N = 3 SE +/- 520.84, N = 15 SE +/- 31.12, N = 3 SE +/- 190.70, N = 3 SE +/- 157.62, N = 3 SE +/- 151.80, N = 3 SE +/- 146.25, N = 3 SE +/- 23.98, N = 3 SE +/- 54.67, N = 3 SE +/- 13.76, N = 3 SE +/- 57.24, N = 3 70893.41 53978.90 51225.18 50932.88 49232.24 42220.94 32682.14 31426.53 23859.79 23346.56 22329.34 21149.68 1. (F9X) gfortran options: -O3 -march=native -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi 2. 2 x Xeon Platinum 8280: Open MPI 4.0.3rc4 3. 2 x Xeon Platinum 8259CL: Open MPI 3.1.3 4. EPYC 2 7R32: Open MPI 3.1.3 5. 2 x Xeon Gold 5220R: Open MPI 4.0.3rc4 6. 2 x Xeon Gold 6226R: Open MPI 4.0.3rc4 7. 2 x Xeon Silver 4216: Open MPI 4.0.3rc4 8. Xeon Platinum 8280: Open MPI 4.0.3rc4 9. Xeon W-3275M: Open MPI 3.1.3 10. Xeon Gold 6226R: Open MPI 4.0.3rc4 11. Xeon Gold 5220R: Open MPI 4.0.3rc4 12. Xeon Gold 5218: Open MPI 4.0.3rc4 13. Xeon Silver 4216: Open MPI 4.0.3rc4
ArrayFire Test: Conjugate Gradient CPU OpenBenchmarking.org ms, Fewer Is Better ArrayFire 3.7 Test: Conjugate Gradient CPU Xeon Platinum 8280 Xeon W-3275M Xeon Gold 5220R Xeon Gold 6226R Xeon Gold 5218 2 x Xeon Gold 6226R 2 x Xeon Platinum 8280 Xeon Silver 4216 2 x Xeon Platinum 8259CL 2 x Xeon Platinum 8275CL NUMA off 2 x Xeon Gold 5220R 2 x Xeon Platinum 8275CL 2 x Xeon Silver 4216 EPYC 2 7R32 8 16 24 32 40 SE +/- 0.067, N = 3 SE +/- 0.075, N = 15 SE +/- 0.094, N = 3 SE +/- 0.026, N = 3 SE +/- 0.069, N = 9 SE +/- 0.072, N = 15 SE +/- 0.086, N = 6 SE +/- 0.047, N = 3 SE +/- 0.091, N = 15 SE +/- 0.272, N = 15 SE +/- 0.099, N = 15 SE +/- 0.220, N = 3 SE +/- 0.372, N = 15 SE +/- 0.217, N = 3 4.115 4.423 6.409 6.451 7.042 7.155 7.481 7.819 8.430 9.654 9.898 13.220 16.920 35.130 1. (CXX) g++ options: -rdynamic
dav1d Video Input: Summer Nature 1080p OpenBenchmarking.org FPS, More Is Better dav1d 0.6.0 Video Input: Summer Nature 1080p EPYC 2 7R32 Xeon W-3275M 2 x Xeon Platinum 8259CL 2 x Xeon Platinum 8275CL 2 x Xeon Platinum 8280 2 x Xeon Platinum 8275CL NUMA off 2 x Xeon Gold 6226R Xeon Platinum 8280 2 x Xeon Gold 5220R Xeon Gold 6226R Xeon Gold 5220R 2 x Xeon Silver 4216 Xeon Gold 5218 Xeon Silver 4216 150 300 450 600 750 SE +/- 2.19, N = 3 SE +/- 2.32, N = 3 SE +/- 3.67, N = 3 SE +/- 4.96, N = 3 SE +/- 3.74, N = 15 SE +/- 3.42, N = 3 SE +/- 1.84, N = 3 SE +/- 0.52, N = 3 SE +/- 3.79, N = 6 SE +/- 0.97, N = 3 SE +/- 2.31, N = 3 SE +/- 4.57, N = 3 SE +/- 1.26, N = 3 SE +/- 1.97, N = 3 676.16 537.84 431.76 422.89 409.88 406.66 358.62 323.20 321.84 307.75 274.98 272.55 265.46 232.35 MIN: 302.17 / MAX: 751.14 MIN: 317.28 / MAX: 605.87 MIN: 205.51 / MAX: 479.42 MIN: 175.85 / MAX: 474 MIN: 126.27 / MAX: 481.12 MIN: 144.68 / MAX: 463.23 MIN: 196.53 / MAX: 395.24 MIN: 200.79 / MAX: 358.32 MIN: 175.96 / MAX: 365.43 MIN: 179.63 / MAX: 337.24 MIN: 160.24 / MAX: 299.46 MIN: 156.69 / MAX: 307.87 MIN: 166.24 / MAX: 288.23 MIN: 133.23 / MAX: 255.75 1. (CC) gcc options: -pthread
SVT-AV1 Encoder Mode: Enc Mode 8 - Input: 1080p OpenBenchmarking.org Frames Per Second, More Is Better SVT-AV1 0.8 Encoder Mode: Enc Mode 8 - Input: 1080p 2 x Xeon Platinum 8280 2 x Xeon Platinum 8275CL NUMA off 2 x Xeon Platinum 8275CL EPYC 2 7R32 Xeon W-3275M 2 x Xeon Platinum 8259CL Xeon Platinum 8280 2 x Xeon Gold 6226R 2 x Xeon Gold 5220R 2 x Xeon Silver 4216 Xeon Gold 6226R Xeon Gold 5220R Xeon Gold 5218 Xeon Silver 4216 13 26 39 52 65 SE +/- 0.67, N = 3 SE +/- 0.48, N = 3 SE +/- 0.17, N = 3 SE +/- 0.77, N = 3 SE +/- 0.46, N = 3 SE +/- 0.13, N = 3 SE +/- 0.07, N = 3 SE +/- 0.25, N = 3 SE +/- 0.18, N = 3 SE +/- 0.11, N = 3 SE +/- 0.09, N = 3 SE +/- 0.13, N = 3 SE +/- 0.06, N = 3 SE +/- 0.08, N = 3 56.98 56.12 55.37 54.47 53.82 53.04 51.92 51.71 49.21 40.55 34.64 33.09 27.19 26.46 1. (CXX) g++ options: -fPIE -fPIC -pie
SMHasher Hash: wyhash OpenBenchmarking.org MiB/sec, More Is Better SMHasher 2020-02-29 Hash: wyhash Xeon W-3275M 2 x Xeon Silver 4216 Xeon Silver 4216 2 x Xeon Platinum 8259CL Xeon Gold 6226R 2 x Xeon Gold 6226R 2 x Xeon Platinum 8275CL NUMA off 2 x Xeon Platinum 8275CL 6K 12K 18K 24K 30K SE +/- 105.54, N = 3 SE +/- 4.76, N = 3 SE +/- 0.31, N = 3 SE +/- 6.86, N = 3 SE +/- 5.65, N = 3 SE +/- 4.48, N = 3 SE +/- 4.81, N = 3 SE +/- 4.38, N = 3 26298.77 22011.20 22004.08 20225.18 19429.87 19424.11 18775.94 18770.15 1. (CXX) g++ options: -march=native -O3 -lpthread
SMHasher Hash: wyhash OpenBenchmarking.org cycles/hash, Fewer Is Better SMHasher 2020-02-29 Hash: wyhash Xeon W-3275M 2 x Xeon Gold 5220R Xeon Gold 5220R Xeon Gold 5218 2 x Xeon Silver 4216 Xeon Silver 4216 2 x Xeon Platinum 8280 Xeon Platinum 8280 2 x Xeon Platinum 8259CL 2 x Xeon Gold 6226R Xeon Gold 6226R 2 x Xeon Platinum 8275CL 2 x Xeon Platinum 8275CL NUMA off 6 12 18 24 30 SE +/- 0.03, N = 3 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 SE +/- 0.01, N = 3 SE +/- 0.01, N = 3 SE +/- 0.01, N = 3 18.51 18.81 18.82 19.81 22.13 22.13 22.68 22.68 24.15 25.13 25.13 26.09 26.13 1. (CXX) g++ options: -march=native -O3 -lpthread
Scikit-Learn OpenBenchmarking.org Seconds, Fewer Is Better Scikit-Learn 0.22.1 Xeon Platinum 8280 2 x Xeon Platinum 8280 Xeon W-3275M Xeon Gold 6226R Xeon Gold 5220R Xeon Gold 5218 EPYC 2 7R32 2 x Xeon Gold 6226R 2 x Xeon Gold 5220R 2 x Xeon Platinum 8275CL 2 x Xeon Platinum 8275CL NUMA off Xeon Silver 4216 2 x Xeon Platinum 8259CL 2 x Xeon Silver 4216 3 6 9 12 15 SE +/- 0.042, N = 3 SE +/- 0.122, N = 3 SE +/- 0.035, N = 3 SE +/- 0.029, N = 3 SE +/- 0.034, N = 3 SE +/- 0.041, N = 3 SE +/- 0.037, N = 3 SE +/- 0.055, N = 3 SE +/- 0.024, N = 3 SE +/- 0.052, N = 3 SE +/- 0.032, N = 3 SE +/- 0.028, N = 3 SE +/- 0.039, N = 3 SE +/- 0.035, N = 3 9.127 9.392 9.661 9.924 10.112 10.286 10.419 10.449 10.458 11.065 11.490 12.030 12.459 12.549
DaCapo Benchmark Java Test: Jython OpenBenchmarking.org msec, Fewer Is Better DaCapo Benchmark 9.12-MR1 Java Test: Jython Xeon W-3275M Xeon Platinum 8280 Xeon Gold 6226R 2 x Xeon Platinum 8275CL 2 x Xeon Platinum 8280 2 x Xeon Platinum 8275CL NUMA off 2 x Xeon Gold 6226R Xeon Gold 5220R 2 x Xeon Gold 5220R Xeon Gold 5218 2 x Xeon Platinum 8259CL EPYC 2 7R32 Xeon Silver 4216 2 x Xeon Silver 4216 1200 2400 3600 4800 6000 SE +/- 10.08, N = 4 SE +/- 15.39, N = 4 SE +/- 11.58, N = 4 SE +/- 21.20, N = 4 SE +/- 19.30, N = 4 SE +/- 14.64, N = 4 SE +/- 35.02, N = 4 SE +/- 23.48, N = 4 SE +/- 26.49, N = 4 SE +/- 56.00, N = 4 SE +/- 10.59, N = 4 SE +/- 10.79, N = 4 SE +/- 36.99, N = 4 4321 4547 4609 4685 4711 4759 4806 4834 4877 5096 5172 5246 5768 5802
SVT-VP9 Tuning: Visual Quality Optimized - Input: Bosphorus 1080p OpenBenchmarking.org Frames Per Second, More Is Better SVT-VP9 0.1 Tuning: Visual Quality Optimized - Input: Bosphorus 1080p EPYC 2 7R32 Xeon W-3275M Xeon Platinum 8280 2 x Xeon Gold 6226R 2 x Xeon Gold 5220R 2 x Xeon Platinum 8280 2 x Xeon Platinum 8259CL 2 x Xeon Platinum 8275CL NUMA off Xeon Gold 5220R Xeon Gold 6226R 2 x Xeon Silver 4216 2 x Xeon Platinum 8275CL Xeon Silver 4216 Xeon Gold 5218 60 120 180 240 300 SE +/- 2.49, N = 3 SE +/- 0.97, N = 3 SE +/- 3.65, N = 4 SE +/- 3.77, N = 4 SE +/- 2.14, N = 3 SE +/- 2.89, N = 4 SE +/- 8.04, N = 12 SE +/- 8.25, N = 12 SE +/- 1.23, N = 3 SE +/- 3.10, N = 3 SE +/- 1.51, N = 3 SE +/- 5.20, N = 12 SE +/- 2.39, N = 3 SE +/- 1.79, N = 3 291.17 282.18 265.40 256.91 237.57 233.17 229.91 228.38 224.01 221.95 206.42 191.66 173.18 172.82 1. (CC) gcc options: -fPIE -fPIC -fvisibility=hidden -O3 -pie -rdynamic -lpthread -lrt -lm
NAS Parallel Benchmarks Test / Class: MG.C OpenBenchmarking.org Total Mop/s, More Is Better NAS Parallel Benchmarks 3.4 Test / Class: MG.C 2 x Xeon Platinum 8280 2 x Xeon Platinum 8259CL 2 x Xeon Gold 5220R 2 x Xeon Gold 6226R 2 x Xeon Silver 4216 EPYC 2 7R32 Xeon Platinum 8280 Xeon W-3275M Xeon Gold 6226R Xeon Gold 5220R Xeon Gold 5218 Xeon Silver 4216 15K 30K 45K 60K 75K SE +/- 860.82, N = 5 SE +/- 304.73, N = 3 SE +/- 464.43, N = 3 SE +/- 193.70, N = 3 SE +/- 151.51, N = 3 SE +/- 796.48, N = 3 SE +/- 129.93, N = 3 SE +/- 40.04, N = 3 SE +/- 27.89, N = 3 SE +/- 114.95, N = 3 SE +/- 36.97, N = 3 SE +/- 69.19, N = 3 69175.12 63393.35 58984.18 58681.42 52832.47 49330.15 37089.05 35376.11 31633.60 31197.22 30328.65 28301.13 1. (F9X) gfortran options: -O3 -march=native -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi 2. 2 x Xeon Platinum 8280: Open MPI 4.0.3rc4 3. 2 x Xeon Platinum 8259CL: Open MPI 3.1.3 4. 2 x Xeon Gold 5220R: Open MPI 4.0.3rc4 5. 2 x Xeon Gold 6226R: Open MPI 4.0.3rc4 6. 2 x Xeon Silver 4216: Open MPI 4.0.3rc4 7. EPYC 2 7R32: Open MPI 3.1.3 8. Xeon Platinum 8280: Open MPI 4.0.3rc4 9. Xeon W-3275M: Open MPI 3.1.3 10. Xeon Gold 6226R: Open MPI 4.0.3rc4 11. Xeon Gold 5220R: Open MPI 4.0.3rc4 12. Xeon Gold 5218: Open MPI 4.0.3rc4 13. Xeon Silver 4216: Open MPI 4.0.3rc4
Intel Open Image Denoise Scene: Memorial OpenBenchmarking.org Images / Sec, More Is Better Intel Open Image Denoise 1.0.0 Scene: Memorial 2 x Xeon Platinum 8280 2 x Xeon Platinum 8259CL 2 x Xeon Gold 6226R Xeon Platinum 8280 EPYC 2 7R32 2 x Xeon Gold 5220R Xeon W-3275M Xeon Gold 6226R 2 x Xeon Silver 4216 2 x Xeon Platinum 8275CL NUMA off Xeon Gold 5220R Xeon Gold 5218 2 x Xeon Platinum 8275CL Xeon Silver 4216 8 16 24 32 40 SE +/- 0.17, N = 3 SE +/- 0.12, N = 3 SE +/- 0.36, N = 3 SE +/- 0.02, N = 3 SE +/- 0.04, N = 3 SE +/- 0.05, N = 3 SE +/- 0.30, N = 3 SE +/- 0.03, N = 3 SE +/- 0.09, N = 3 SE +/- 0.04, N = 3 SE +/- 0.01, N = 3 SE +/- 0.01, N = 3 SE +/- 0.13, N = 3 SE +/- 0.02, N = 3 34.49 33.89 33.06 31.10 28.71 27.97 27.35 22.01 20.43 19.55 18.41 15.80 15.06 12.85
Nettle Test: aes256 OpenBenchmarking.org Mbyte/s, More Is Better Nettle 3.5.1 Test: aes256 Xeon W-3275M 2 x Xeon Platinum 8280 Xeon Platinum 8280 2 x Xeon Platinum 8275CL NUMA off 2 x Xeon Platinum 8275CL Xeon Gold 5218 Xeon Gold 6226R 2 x Xeon Gold 5220R 2 x Xeon Gold 6226R Xeon Gold 5220R 2 x Xeon Platinum 8259CL 2 x Xeon Silver 4216 Xeon Silver 4216 EPYC 2 7R32 1500 3000 4500 6000 7500 SE +/- 39.45, N = 3 SE +/- 3.29, N = 3 SE +/- 7.98, N = 3 SE +/- 1.10, N = 3 SE +/- 4.53, N = 3 SE +/- 1.48, N = 3 SE +/- 6.01, N = 3 SE +/- 2.26, N = 3 SE +/- 8.42, N = 3 SE +/- 2.03, N = 3 SE +/- 24.71, N = 3 SE +/- 1.63, N = 3 SE +/- 11.26, N = 3 SE +/- 0.67, N = 3 7070.60 6320.00 6313.16 6184.20 6172.55 6164.79 6161.42 6159.21 6157.49 6133.91 5513.08 5061.60 5024.39 4665.33 MIN: 4721.3 / MAX: 11806.11 MIN: 4254.97 / MAX: 10469.4 MIN: 4256.89 / MAX: 10467.36 MIN: 4170.96 / MAX: 10241.48 MIN: 4118.12 / MAX: 10228.73 MIN: 4152.92 / MAX: 10208.98 MIN: 4158.08 / MAX: 10213.08 MIN: 4154.94 / MAX: 10200.04 MIN: 4104.14 / MAX: 10212.45 MIN: 4136.23 / MAX: 10160.8 MIN: 3744.15 / MAX: 9173.02 MIN: 3412.46 / MAX: 8379.01 MIN: 3388.65 / MAX: 8334.48 MIN: 3372.31 / MAX: 7239.74 1. (CC) gcc options: -O2 -ggdb3 -lnettle -lgmp -lm -lcrypto
NAS Parallel Benchmarks Test / Class: EP.C OpenBenchmarking.org Total Mop/s, More Is Better NAS Parallel Benchmarks 3.4 Test / Class: EP.C 2 x Xeon Platinum 8280 2 x Xeon Platinum 8259CL 2 x Xeon Gold 6226R 2 x Xeon Gold 5220R EPYC 2 7R32 Xeon Platinum 8280 Xeon W-3275M 2 x Xeon Silver 4216 Xeon Gold 6226R Xeon Gold 5220R Xeon Gold 5218 Xeon Silver 4216 1300 2600 3900 5200 6500 SE +/- 88.25, N = 3 SE +/- 77.32, N = 3 SE +/- 38.41, N = 3 SE +/- 32.92, N = 3 SE +/- 31.12, N = 3 SE +/- 44.67, N = 3 SE +/- 40.50, N = 3 SE +/- 38.56, N = 4 SE +/- 34.91, N = 3 SE +/- 2.92, N = 3 SE +/- 2.61, N = 3 SE +/- 19.04, N = 5 6104.94 5052.63 4005.26 3768.66 3485.99 3194.18 3025.11 2984.02 2044.24 1863.15 1621.48 1545.50 1. (F9X) gfortran options: -O3 -march=native -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi 2. 2 x Xeon Platinum 8280: Open MPI 4.0.3rc4 3. 2 x Xeon Platinum 8259CL: Open MPI 3.1.3 4. 2 x Xeon Gold 6226R: Open MPI 4.0.3rc4 5. 2 x Xeon Gold 5220R: Open MPI 4.0.3rc4 6. EPYC 2 7R32: Open MPI 3.1.3 7. Xeon Platinum 8280: Open MPI 4.0.3rc4 8. Xeon W-3275M: Open MPI 3.1.3 9. 2 x Xeon Silver 4216: Open MPI 4.0.3rc4 10. Xeon Gold 6226R: Open MPI 4.0.3rc4 11. Xeon Gold 5220R: Open MPI 4.0.3rc4 12. Xeon Gold 5218: Open MPI 4.0.3rc4 13. Xeon Silver 4216: Open MPI 4.0.3rc4
LAMMPS Molecular Dynamics Simulator Model: Rhodopsin Protein OpenBenchmarking.org ns/day, More Is Better LAMMPS Molecular Dynamics Simulator 9Jan2020 Model: Rhodopsin Protein 2 x Xeon Platinum 8280 2 x Xeon Platinum 8259CL 2 x Xeon Platinum 8275CL 2 x Xeon Platinum 8275CL NUMA off EPYC 2 7R32 2 x Xeon Gold 6226R 2 x Xeon Gold 5220R Xeon Platinum 8280 Xeon W-3275M 2 x Xeon Silver 4216 Xeon Gold 6226R Xeon Gold 5220R Xeon Gold 5218 Xeon Silver 4216 6 12 18 24 30 SE +/- 0.251, N = 14 SE +/- 0.332, N = 3 SE +/- 0.155, N = 3 SE +/- 0.178, N = 3 SE +/- 0.372, N = 15 SE +/- 0.055, N = 3 SE +/- 0.046, N = 3 SE +/- 0.192, N = 3 SE +/- 0.127, N = 15 SE +/- 0.014, N = 3 SE +/- 0.024, N = 3 SE +/- 0.018, N = 3 SE +/- 0.006, N = 3 SE +/- 0.021, N = 3 24.788 22.535 22.301 20.984 20.821 18.150 17.378 15.314 14.562 14.161 10.325 9.535 8.158 7.810 -lpng -lz -lpng -lz -lpng -lz -lpng -lz -ljpeg -lpng -lz -lpng -lz -lpng -lz -lpng -lz -lpng -lz -lpng -lz 1. (CXX) g++ options: -O3 -rdynamic -lfftw3 -lm
MKL-DNN DNNL Harness: Deconvolution Batch deconv_3d - Data Type: bf16bf16bf16 OpenBenchmarking.org ms, Fewer Is Better MKL-DNN DNNL 1.1 Harness: Deconvolution Batch deconv_3d - Data Type: bf16bf16bf16 2 x Xeon Platinum 8280 2 x Xeon Platinum 8275CL NUMA off 2 x Xeon Platinum 8275CL 2 x Xeon Platinum 8259CL 2 x Xeon Gold 6226R Xeon Platinum 8280 Xeon W-3275M 2 x Xeon Gold 5220R 2 x Xeon Silver 4216 Xeon Gold 6226R Xeon Gold 5220R Xeon Gold 5218 Xeon Silver 4216 5 10 15 20 25 SE +/- 0.00369, N = 3 SE +/- 0.00222, N = 3 SE +/- 0.01549, N = 3 SE +/- 0.00712, N = 3 SE +/- 0.00159, N = 3 SE +/- 0.00251, N = 3 SE +/- 0.03985, N = 3 SE +/- 0.01392, N = 3 SE +/- 0.00821, N = 3 SE +/- 0.00297, N = 3 SE +/- 0.00134, N = 3 SE +/- 0.05476, N = 3 SE +/- 0.02388, N = 3 4.35817 4.36002 4.37952 4.87194 6.29647 7.69605 8.46273 9.42591 10.93790 12.32710 16.82530 21.42900 21.47550 MIN: 4.83 MIN: 6.25 MIN: 7.67 MIN: 8.21 MIN: 9.32 MIN: 10.86 MIN: 12.27 MIN: 16.72 MIN: 21.29 MIN: 21.24 1. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl
MKL-DNN DNNL Harness: Deconvolution Batch deconv_3d - Data Type: f32 OpenBenchmarking.org ms, Fewer Is Better MKL-DNN DNNL 1.1 Harness: Deconvolution Batch deconv_3d - Data Type: f32 2 x Xeon Platinum 8280 2 x Xeon Platinum 8275CL NUMA off 2 x Xeon Platinum 8275CL 2 x Xeon Platinum 8259CL 2 x Xeon Gold 6226R Xeon Platinum 8280 EPYC 2 7R32 Xeon W-3275M 2 x Xeon Gold 5220R Xeon Gold 6226R 2 x Xeon Silver 4216 Xeon Gold 5220R Xeon Gold 5218 Xeon Silver 4216 2 4 6 8 10 SE +/- 0.00373, N = 3 SE +/- 0.00132, N = 3 SE +/- 0.00161, N = 3 SE +/- 0.00118, N = 3 SE +/- 0.00200, N = 3 SE +/- 0.00032, N = 3 SE +/- 0.00603, N = 3 SE +/- 0.01801, N = 3 SE +/- 0.00092, N = 3 SE +/- 0.00634, N = 3 SE +/- 0.00590, N = 3 SE +/- 0.01927, N = 3 SE +/- 0.01731, N = 3 SE +/- 0.01443, N = 3 1.13608 1.17278 1.17385 1.26649 1.70749 1.96279 2.20471 2.27526 2.69700 3.13006 3.85512 4.88966 5.80420 7.63646 MIN: 1.95 MIN: 2.14 MIN: 2.12 MIN: 2.66 MIN: 3.1 MIN: 3.82 MIN: 4.84 MIN: 5.77 MIN: 7.57 1. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl
CloverLeaf Lagrangian-Eulerian Hydrodynamics OpenBenchmarking.org Seconds, Fewer Is Better CloverLeaf Lagrangian-Eulerian Hydrodynamics EPYC 2 7R32 2 x Xeon Platinum 8280 2 x Xeon Platinum 8259CL 2 x Xeon Gold 6226R Xeon Platinum 8280 2 x Xeon Silver 4216 2 x Xeon Gold 5220R Xeon W-3275M Xeon Gold 6226R Xeon Gold 5220R Xeon Gold 5218 Xeon Silver 4216 0.3353 0.6706 1.0059 1.3412 1.6765 SE +/- 0.00, N = 3 SE +/- 0.02, N = 15 SE +/- 0.03, N = 15 SE +/- 0.04, N = 15 SE +/- 0.00, N = 3 SE +/- 0.04, N = 15 SE +/- 0.01, N = 3 SE +/- 0.02, N = 15 SE +/- 0.00, N = 3 SE +/- 0.01, N = 3 SE +/- 0.00, N = 3 SE +/- 0.01, N = 3 0.36 0.69 0.78 0.93 0.96 1.00 1.06 1.14 1.27 1.28 1.37 1.49 1. (F9X) gfortran options: -O3 -march=native -funroll-loops -fopenmp
Nettle Test: sha512 OpenBenchmarking.org Mbyte/s, More Is Better Nettle 3.5.1 Test: sha512 Xeon W-3275M Xeon Platinum 8280 2 x Xeon Platinum 8280 2 x Xeon Platinum 8275CL NUMA off Xeon Gold 5218 2 x Xeon Gold 6226R 2 x Xeon Gold 5220R Xeon Gold 6226R 2 x Xeon Platinum 8275CL Xeon Gold 5220R EPYC 2 7R32 2 x Xeon Platinum 8259CL 2 x Xeon Silver 4216 Xeon Silver 4216 120 240 360 480 600 SE +/- 2.72, N = 3 SE +/- 0.15, N = 3 SE +/- 0.97, N = 3 SE +/- 0.61, N = 3 SE +/- 0.19, N = 3 SE +/- 0.11, N = 3 SE +/- 0.19, N = 3 SE +/- 0.77, N = 3 SE +/- 2.94, N = 3 SE +/- 1.03, N = 3 SE +/- 0.28, N = 3 SE +/- 2.61, N = 3 SE +/- 0.28, N = 3 SE +/- 0.56, N = 3 550.93 501.98 500.98 490.26 489.51 489.42 489.15 488.81 487.55 485.86 478.09 437.62 401.13 399.99 1. (CC) gcc options: -O2 -ggdb3 -lnettle -lgmp -lm -lcrypto
Nettle Test: chacha OpenBenchmarking.org Mbyte/s, More Is Better Nettle 3.5.1 Test: chacha Xeon W-3275M 2 x Xeon Platinum 8280 Xeon Platinum 8280 2 x Xeon Platinum 8275CL NUMA off 2 x Xeon Platinum 8275CL 2 x Xeon Gold 6226R Xeon Gold 6226R 2 x Xeon Gold 5220R Xeon Gold 5218 Xeon Gold 5220R 2 x Xeon Platinum 8259CL 2 x Xeon Silver 4216 Xeon Silver 4216 EPYC 2 7R32 300 600 900 1200 1500 SE +/- 5.99, N = 3 SE +/- 0.37, N = 3 SE +/- 0.86, N = 3 SE +/- 0.48, N = 3 SE +/- 1.27, N = 3 SE +/- 0.61, N = 3 SE +/- 0.49, N = 3 SE +/- 0.41, N = 3 SE +/- 0.76, N = 3 SE +/- 1.02, N = 3 SE +/- 4.50, N = 3 SE +/- 0.18, N = 3 SE +/- 0.91, N = 3 SE +/- 0.08, N = 3 1172.15 1051.94 1051.11 1027.59 1025.60 1025.38 1024.99 1024.98 1024.49 1020.09 917.75 841.65 837.61 750.36 MIN: 567.45 / MAX: 3234.29 MIN: 535.04 / MAX: 2870.94 MIN: 532.77 / MAX: 2871.25 MIN: 523.28 / MAX: 2803.78 MIN: 515.88 / MAX: 2805.16 MIN: 522.31 / MAX: 2798.89 MIN: 521.91 / MAX: 2799.45 MIN: 518.14 / MAX: 2797.53 MIN: 507.67 / MAX: 2797.4 MIN: 519.31 / MAX: 2788.96 MIN: 461.99 / MAX: 2517.41 MIN: 428.69 / MAX: 2296.48 MIN: 423.28 / MAX: 2294.55 MIN: 382.32 / MAX: 2047.21 1. (CC) gcc options: -O2 -ggdb3 -lnettle -lgmp -lm -lcrypto
Nettle Test: poly1305-aes OpenBenchmarking.org Mbyte/s, More Is Better Nettle 3.5.1 Test: poly1305-aes Xeon W-3275M 2 x Xeon Platinum 8280 Xeon Platinum 8280 2 x Xeon Platinum 8275CL NUMA off Xeon Gold 5218 2 x Xeon Gold 6226R 2 x Xeon Gold 5220R Xeon Gold 6226R 2 x Xeon Platinum 8275CL Xeon Gold 5220R 2 x Xeon Platinum 8259CL 2 x Xeon Silver 4216 Xeon Silver 4216 EPYC 2 7R32 700 1400 2100 2800 3500 SE +/- 24.77, N = 3 SE +/- 1.10, N = 3 SE +/- 0.87, N = 3 SE +/- 1.01, N = 3 SE +/- 0.60, N = 3 SE +/- 0.50, N = 3 SE +/- 0.92, N = 3 SE +/- 2.79, N = 3 SE +/- 17.33, N = 3 SE +/- 5.86, N = 3 SE +/- 15.23, N = 3 SE +/- 1.74, N = 3 SE +/- 3.38, N = 3 SE +/- 0.71, N = 3 3207.98 2868.69 2867.48 2803.55 2798.56 2797.43 2797.22 2795.49 2785.99 2779.78 2497.86 2294.74 2291.69 2046.35 1. (CC) gcc options: -O2 -ggdb3 -lnettle -lgmp -lm -lcrypto
Phoronix Test Suite v10.8.4