Amazon Graviton2 vs. Xeon Cascade Lake Refresh vs. AMD EPYC Rome Linux Benchmarks

Benchmarks for a future article.

HTML result view exported from: https://openbenchmarking.org/result/2005151-NI-2005152PT02&grr.

Amazon Graviton2 vs. Xeon Cascade Lake Refresh vs. AMD EPYC Rome Linux BenchmarksProcessorMotherboardChipsetMemoryDiskGraphicsMonitorNetworkOSKernelDesktopDisplay ServerDisplay DriverCompilerFile-SystemScreen ResolutionXeon Gold 5220R2 x Xeon Gold 5220RXeon Gold 6226R2 x Xeon Gold 6226RXeon Platinum 82802 x Xeon Platinum 8280EPYC 7502P2 x EPYC 73522 x EPYC 7532EPYC 7F522 x EPYC 7F522 x EPYC 7452EPYC 7742EPYC 72622 x EPYC 7262EPYC 7F322 x EPYC 7F32EPYC 7F722 x EPYC 7F722 x EPYC 7742Xeon Gold 62502 x Xeon Gold 6250Xeon Gold 6258R2 x Xeon Gold 6258RGraviton2GravitonIntel Xeon Gold 5220R @ 3.90GHz (18 Cores / 36 Threads)GIGABYTE MD61-SC2-00 v01000100 (T15 BIOS)Intel Sky Lake-E DMI3 Registers6 x 32 GB DDR4-2933MT/s HMA84GR7CJR4N-WM280GB INTEL SSDPED1D280GAASPEEDVE2282 x Intel X722 for 1GbE + 2 x QLogic FastLinQ QL41000 10/25/40/50GbEUbuntu 20.045.4.0-18-generic (x86_64)GNOME Shell 3.36.0X Server 1.20.7modesetting 1.20.7GCC 9.3.0ext41024x7682 x Intel Xeon Gold 5220R @ 3.90GHz (36 Cores / 72 Threads)12 x 32 GB DDR4-2933MT/s HMA84GR7CJR4N-WM1920x1080Intel Xeon Gold 6226R @ 3.90GHz (16 Cores / 32 Threads)6 x 32 GB DDR4-2933MT/s HMA84GR7CJR4N-WM4 x VE2282 x Intel Xeon Gold 6226R @ 3.90GHz (32 Cores / 64 Threads)12 x 32 GB DDR4-2933MT/s HMA84GR7CJR4N-WM5 x VE228Intel Xeon Platinum 8280 @ 4.00GHz (28 Cores / 56 Threads)6 x 32 GB DDR4-2933MT/s HMA84GR7CJR4N-WMVE2281024x7682 x Intel Xeon Platinum 8280 @ 4.00GHz (56 Cores / 112 Threads)12 x 32 GB DDR4-2933MT/s HMA84GR7CJR4N-WMAMD EPYC 7502P 32-Core @ 2.50GHz (32 Cores / 64 Threads)AMD DAYTONA_X (RDY1006G BIOS)AMD Starship/Matisse8 x 32 GB DDR4-3200MT/s 36ASF4G72PZ-3G2E2280GB INTEL SSDPE21D280GA2 x Mellanox MT277105.4.0-21-generic (x86_64)1920x10802 x AMD EPYC 7352 24-Core @ 2.30GHz (48 Cores / 96 Threads)16 x 32 GB DDR4-3200MT/s 36ASF4G72PZ-3G2E28 x VE2282 x AMD EPYC 7532 32-Core @ 2.40GHz (64 Cores / 128 Threads)llvmpipe 504GB7 x VE228AMD EPYC 7F52 16-Core @ 3.50GHz (16 Cores / 32 Threads)8 x 32 GB DDR4-3200MT/s 36ASF4G72PZ-3G2E2ASPEED12 x VE2282 x AMD EPYC 7F52 16-Core @ 3.50GHz (32 Cores / 64 Threads)16 x 32 GB DDR4-3200MT/s 36ASF4G72PZ-3G2E216 x VE228AMD EPYC 7452 32-Core @ 2.35GHz (64 Cores / 128 Threads)8 x 32 GB DDR4-3200MT/s 36ASF4G72PZ-3G2E2llvmpipe 252GB17 x VE228AMD EPYC 7742 64-Core @ 2.25GHz (64 Cores / 128 Threads)ASPEED20 x VE228AMD EPYC 7262 8-Core @ 3.20GHz (8 Cores / 16 Threads)23 x VE2282 x AMD EPYC 7262 8-Core @ 3.20GHz (16 Cores / 32 Threads)16 x 32 GB DDR4-3200MT/s 36ASF4G72PZ-3G2E2llvmpipe 504GB24 x VE228AMD EPYC 7F32 8-Core @ 3.70GHz (8 Cores / 16 Threads)8 x 32 GB DDR4-3200MT/s 36ASF4G72PZ-3G2E2ASPEED25 x VE2282 x AMD EPYC 7F32 8-Core @ 3.70GHz (16 Cores / 32 Threads)16 x 32 GB DDR4-3200MT/s 36ASF4G72PZ-3G2E2llvmpipe 504GB26 x VE228AMD EPYC 7F72 24-Core @ 3.20GHz (24 Cores / 48 Threads)8 x 32 GB DDR4-3200MT/s 36ASF4G72PZ-3G2E2ASPEED27 x VE2282 x AMD EPYC 7F72 24-Core @ 3.20GHz (48 Cores / 96 Threads)16 x 32 GB DDR4-3200MT/s 36ASF4G72PZ-3G2E228 x VE2282 x AMD EPYC 7742 64-Core @ 2.25GHz (128 Cores / 256 Threads)30 x VE228Intel Xeon Gold 6250 @ 4.50GHz (8 Cores / 16 Threads)GIGABYTE MD61-SC2-00 v01000100 (T15 BIOS)Intel Sky Lake-E DMI3 Registers6 x 32 GB DDR4-2933MT/s HMA84GR7CJR4N-WM31 x VE2282 x Intel X722 for 1GbE + 2 x QLogic FastLinQ QL41000 10/25/40/50GbE2 x Intel Xeon Gold 6250 @ 4.50GHz (16 Cores / 32 Threads)12 x 32 GB DDR4-2933MT/s HMA84GR7CJR4N-WM32 x VE228Intel Xeon Gold 6258R @ 4.00GHz (28 Cores / 56 Threads)6 x 32 GB DDR4-2933MT/s HMA84GR7CJR4N-WM33 x VE2282 x Intel Xeon Gold 6258R @ 4.00GHz (56 Cores / 112 Threads)12 x 32 GB DDR4-2933MT/s HMA84GR7CJR4N-WM34 x VE228ARMv8 Neoverse-N1 (64 Cores)Amazon EC2 m6g.metal v1.0252GB137GB Amazon Elastic Block StoreAmazon Elastic5.4.0-1009-aws (aarch64)ARMv8 Cortex-A72 (16 Cores)Amazon EC2 a1.metal v1.032GB94GB Amazon Elastic Block StoreOpenBenchmarking.orgCompiler Details- 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- 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 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- 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- EPYC 7502P: --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 EPYC 7352: --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 EPYC 7532: --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- EPYC 7F52: --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 EPYC 7F52: --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 EPYC 7452: --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- EPYC 7742: --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- EPYC 7262: --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 EPYC 7262: --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- EPYC 7F32: --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 EPYC 7F32: --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- EPYC 7F72: --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 EPYC 7F72: --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 EPYC 7742: --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 6250: --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 6250: --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 6258R: --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 6258R: --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- Graviton2: --build=aarch64-linux-gnu --disable-libquadmath --disable-libquadmath-support --disable-werror --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-fix-cortex-a53-843419 --enable-gnu-unique-object --enable-languages=c,ada,c++,go,d,fortran,objc,obj-c++,gm2 --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-nls --enable-plugin --enable-shared --enable-threads=posix --host=aarch64-linux-gnu --program-prefix=aarch64-linux-gnu- --target=aarch64-linux-gnu --with-default-libstdcxx-abi=new --with-gcc-major-version-only --with-target-system-zlib=auto -v- Graviton: --build=aarch64-linux-gnu --disable-libquadmath --disable-libquadmath-support --disable-werror --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-fix-cortex-a53-843419 --enable-gnu-unique-object --enable-languages=c,ada,c++,go,d,fortran,objc,obj-c++,gm2 --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-nls --enable-plugin --enable-shared --enable-threads=posix --host=aarch64-linux-gnu --program-prefix=aarch64-linux-gnu- --target=aarch64-linux-gnu --with-default-libstdcxx-abi=new --with-gcc-major-version-only --with-target-system-zlib=auto -vProcessor Details- Xeon Gold 5220R: Scaling Governor: intel_pstate powersave - CPU Microcode: 0x500002c- 2 x Xeon Gold 5220R: 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- Xeon Platinum 8280: Scaling Governor: intel_pstate powersave - CPU Microcode: 0x500002c- 2 x Xeon Platinum 8280: Scaling Governor: intel_pstate powersave - CPU Microcode: 0x500002c- EPYC 7502P: Scaling Governor: acpi-cpufreq ondemand - CPU Microcode: 0x8301034- 2 x EPYC 7352: Scaling Governor: acpi-cpufreq ondemand - CPU Microcode: 0x8301034- 2 x EPYC 7532: Scaling Governor: acpi-cpufreq ondemand - CPU Microcode: 0x8301034- EPYC 7F52: Scaling Governor: acpi-cpufreq ondemand - CPU Microcode: 0x8301034- 2 x EPYC 7F52: Scaling Governor: acpi-cpufreq ondemand - CPU Microcode: 0x8301034- 2 x EPYC 7452: Scaling Governor: acpi-cpufreq ondemand - CPU Microcode: 0x8301034- EPYC 7742: Scaling Governor: acpi-cpufreq ondemand - CPU Microcode: 0x8301034- EPYC 7262: Scaling Governor: acpi-cpufreq ondemand - CPU Microcode: 0x8301034- 2 x EPYC 7262: Scaling Governor: acpi-cpufreq ondemand - CPU Microcode: 0x8301034- EPYC 7F32: Scaling Governor: acpi-cpufreq ondemand - CPU Microcode: 0x8301034- 2 x EPYC 7F32: Scaling Governor: acpi-cpufreq ondemand - CPU Microcode: 0x8301034- EPYC 7F72: Scaling Governor: acpi-cpufreq ondemand - CPU Microcode: 0x8301034- 2 x EPYC 7F72: Scaling Governor: acpi-cpufreq ondemand - CPU Microcode: 0x8301034- 2 x EPYC 7742: Scaling Governor: acpi-cpufreq ondemand - CPU Microcode: 0x8301034- Xeon Gold 6250: Scaling Governor: intel_pstate powersave - CPU Microcode: 0x500002c- 2 x Xeon Gold 6250: Scaling Governor: intel_pstate powersave - CPU Microcode: 0x500002c- Xeon Gold 6258R: Scaling Governor: intel_pstate powersave - CPU Microcode: 0x500002c- 2 x Xeon Gold 6258R: Scaling Governor: intel_pstate powersave - CPU Microcode: 0x500002cPython Details- Xeon Gold 5220R: + Python 3.8.2- 2 x Xeon Gold 5220R: + Python 3.8.2- Xeon Gold 6226R: + Python 3.8.2- 2 x Xeon Gold 6226R: + Python 3.8.2- Xeon Platinum 8280: + Python 3.8.2- 2 x Xeon Platinum 8280: + Python 3.8.2- EPYC 7502P: + Python 3.8.2- 2 x EPYC 7352: + Python 3.8.2- 2 x EPYC 7532: + Python 3.8.2- EPYC 7F52: + Python 3.8.2- 2 x EPYC 7F52: + Python 3.8.2- 2 x EPYC 7452: + Python 3.8.2- EPYC 7742: + Python 3.8.2- EPYC 7262: + Python 3.8.2- 2 x EPYC 7262: + Python 3.8.2- EPYC 7F32: + Python 3.8.2- 2 x EPYC 7F32: + Python 3.8.2- EPYC 7F72: + Python 3.8.2- 2 x EPYC 7F72: + Python 3.8.2- 2 x EPYC 7742: + Python 3.8.2- Xeon Gold 6250: + Python 3.8.2- 2 x Xeon Gold 6250: + Python 3.8.2- Xeon Gold 6258R: + Python 3.8.2- 2 x Xeon Gold 6258R: + Python 3.8.2- Graviton2: Python 3.8.2- Graviton: Python 3.8.2Security Details- 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- 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 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- 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- EPYC 7502P: 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 + tsx_async_abort: Not affected- 2 x EPYC 7352: 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 + tsx_async_abort: Not affected- 2 x EPYC 7532: 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 + tsx_async_abort: Not affected- EPYC 7F52: 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 + tsx_async_abort: Not affected- 2 x EPYC 7F52: 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 + tsx_async_abort: Not affected- 2 x EPYC 7452: 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 + tsx_async_abort: Not affected- EPYC 7742: 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 + tsx_async_abort: Not affected- EPYC 7262: 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 + tsx_async_abort: Not affected- 2 x EPYC 7262: 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 + tsx_async_abort: Not affected- EPYC 7F32: 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 + tsx_async_abort: Not affected- 2 x EPYC 7F32: 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 + tsx_async_abort: Not affected- EPYC 7F72: 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 + tsx_async_abort: Not affected- 2 x EPYC 7F72: 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 + tsx_async_abort: Not affected- 2 x EPYC 7742: 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 + tsx_async_abort: Not affected- Xeon Gold 6250: 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 6250: 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 6258R: 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 6258R: 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- Graviton2: itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + spec_store_bypass: Mitigation of SSB disabled via prctl + spectre_v1: Mitigation of __user pointer sanitization + spectre_v2: Not affected + tsx_async_abort: Not affected- Graviton: itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + spec_store_bypass: Not affected + spectre_v1: Mitigation of __user pointer sanitization + spectre_v2: Mitigation of Branch predictor hardening + tsx_async_abort: Not affectedJava Details- Graviton2: OpenJDK Runtime Environment (build 11.0.7+10-post-Ubuntu-3ubuntu1)

Amazon Graviton2 vs. Xeon Cascade Lake Refresh vs. AMD EPYC Rome Linux Benchmarksbuild-llvm: Time To Compilegromacs: Water Benchmarknumpy: hpcg: mlpack: scikit_linearridgeregressiondav1d: Chimera 1080p 10-bitmrbayes: Primate Phylogeny Analysisbuild-linux-kernel: Time To Compilehimeno: Poisson Pressure Solverbuild2: Time To Compilemlpack: scikit_icapyperformance: regex_compilemlpack: scikit_svmpyperformance: django_templatebasis: UASTC Level 3john-the-ripper: Blowfishpyperformance: floatpybench: Total For Average Test Timesdav1d: Summer Nature 4Kphpbench: PHP Benchmark Suitedav1d: Summer Nature 1080pscikit-learn: nettle: aes256nettle: sha512nettle: chachaXeon Gold 5220R2 x Xeon Gold 5220RXeon Gold 6226R2 x Xeon Gold 6226RXeon Platinum 82802 x Xeon Platinum 8280EPYC 7502P2 x EPYC 73522 x EPYC 7532EPYC 7F522 x EPYC 7F522 x EPYC 7452EPYC 7742EPYC 72622 x EPYC 7262EPYC 7F322 x EPYC 7F32EPYC 7F722 x EPYC 7F722 x EPYC 7742Xeon Gold 62502 x Xeon Gold 6250Xeon Gold 6258R2 x Xeon Gold 6258RGraviton2Graviton430.426313.7613.35292.2558.05134.48359.0123398.39745591.64168.1916817.8247.146.708255471141114160.59629690274.9810.1126133.91485.861020.093286.782300.7325.63032.3970.81134.92836.6993404.69086172.15177.4116717.9247.327.981513241131100177.89631283321.8410.4586159.21489.151024.975433.191318.8713.95811.9362.32123.70257.7723401.15713588.97761.8216817.9247.344.943271261151103170.07632431307.759.9246161.42488.811024.992279.682304.1626.59102.0873.95124.25836.5953410.38393870.60874.6316717.7747.127.226534851131104203.10632601358.6210.4496157.49489.421025.384308.741330.3314.90971.6765.40128.84840.8983510.20515974.11867.3616417.1946.230.689428641091076199.08649164323.209.1276313.16501.981051.111221.515321.8228.85421.8285.14129.98627.3093514.60410662.77663.3516417.1945.919.885840841091073221.31649693409.889.3926320.00500.981051.936287.127314.2815.10561.81110.7193.63937.0143883.47513671.55868.9120314.7659.325.142435931371155260.52526537547.0810.6184727.65484.24760.212248.568296.1428.40072.29125.03102.29130.8763647.33358170.28770.2821616.5063.421.058601461461230261.12485243566.8511.5314445.94455.36714.461217.743307.6933.92071.95137.1297.78025.9833783.18104164.69365.6021017.2360.817.340837371391170296.06515758649.4510.9134652.83476.65748.575328.764366.1617.74441.78110.8872.14643.9094370.13284769.54253.2617312.8649.133.53126349118987222.23604627501.219.5715499.49563.39884.925217.826364.8633.51821.95131.6672.09328.0634303.72248958.18567.4817512.9950.020.48352525119997263.77606970618.879.8885505.70563.07884.591224.563310.5428.79701.97139.87103.91426.6173777.66570364.68264.2720416.3960.117.696792731371155302.35516902658.0910.7884724.39483.85760.062223.8761.073317.3917.16211.66142.98106.58726.5003820.88913463.78657.6919914.5857.617.760749441351135336.08527173691.0210.4634798.93491.54771.42647.2991.113329.1412.70082.5879.8082.18487.7473864.647543113.84757.6120214.6656.569.080114931351135132.86527259320.9110.8944801.24490.29771.543368.9901.676326.7223.06472.2387.7782.66649.9623712.16098280.65768.6220216.4256.738.594229571351138167.36529981388.4610.8234791.16491.04771.733570.9721.244368.0813.22472.2595.1472.18576.7834244.54336698.78053.1317612.9449.060.11513179119994152.02602328373.289.7425498.43563.45884.714332.0091.762370.1424.86431.99105.1872.01843.7404225.87531670.67660.7517713.1049.733.73726314119994193.94609673467.449.7355499.84563.59884.434282.5642.167348.7116.93631.69121.9579.65037.0034212.89276766.24861.9318513.5453.326.506368311251065287.41572134660.549.9285214.50534.18839.577202.1332.028347.1232.36021.84158.2179.37324.6034118.01404058.28461.5418413.7053.217.169730951251045314.80560990752.0210.1255220.70534.86839.487195.8800.243323.7034.04851.76183.96108.87220.2033861.37821060.90955.1820415.9558.413.1641451291351153322.35527208767.9210.5334795.51491.47771.423609.8621.245367.4410.33212.0768.5579.60580.4893890.933014105.59850.0914515.7240.966.3811675196.6955149.90729819369.488.5257100.35563.821183.153353.7562.441360.0119.97641.7462.1679.44546.9363934.56493173.35355.5414515.4740.737.2343326996.5956184.99731952310.848.8197111.12564.541182.027306.9902.782337.4614.78491.6665.28109.11140.6223515.82233773.55967.3616417.1146.030.446429521091076199.38643737325.109.2836305.78498.991042.682219.9825.449325.6928.87831.7885.20111.15727.1783526.77445563.04863.3816317.3346.119.714842401091073223.17647832402.979.4526322.32500.751044.815311.0802.761194.3621.43371.76332.11256.97986.6642904.94077686.154111.9021323.7173.621.189433491751702239.07396410652.8414.0352783.66380.06450.2113.83797437.481750763.00194.111716.54285.93327.107OpenBenchmarking.org

Timed LLVM Compilation

Time To Compile

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed LLVM Compilation 10.0Time To CompileXeon Gold 5220R2 x Xeon Gold 5220RXeon Gold 6226R2 x Xeon Gold 6226RXeon Platinum 82802 x Xeon Platinum 8280EPYC 7502P2 x EPYC 73522 x EPYC 7532EPYC 7F522 x EPYC 7F522 x EPYC 7452EPYC 7742EPYC 72622 x EPYC 7262EPYC 7F322 x EPYC 7F32EPYC 7F722 x EPYC 7F722 x EPYC 7742Xeon Gold 62502 x Xeon Gold 6250Xeon Gold 6258R2 x Xeon Gold 6258RGraviton2140280420560700SE +/- 1.84, N = 3SE +/- 2.03, N = 3SE +/- 2.13, N = 3SE +/- 3.51, N = 3SE +/- 4.79, N = 3SE +/- 1.01, N = 3SE +/- 1.48, N = 3SE +/- 2.07, N = 3SE +/- 1.54, N = 3SE +/- 4.52, N = 4SE +/- 1.04, N = 3SE +/- 0.74, N = 3SE +/- 0.15, N = 3SE +/- 2.40, N = 3SE +/- 0.83, N = 3SE +/- 0.86, N = 3SE +/- 1.94, N = 3SE +/- 2.96, N = 3SE +/- 1.33, N = 3SE +/- 0.46, N = 3SE +/- 2.65, N = 3SE +/- 1.09, N = 3SE +/- 3.98, N = 3SE +/- 0.97, N = 3SE +/- 1.78, N = 3430.43286.78433.19279.68308.74221.52287.13248.57217.74328.76217.83224.56223.88647.30368.99570.97332.01282.56202.13195.88609.86353.76306.99219.98311.08

GROMACS

Water Benchmark

OpenBenchmarking.orgNs Per Day, More Is BetterGROMACS 2020.1Water BenchmarkEPYC 7742EPYC 72622 x EPYC 7262EPYC 7F322 x EPYC 7F32EPYC 7F722 x EPYC 7F722 x EPYC 7742Xeon Gold 62502 x Xeon Gold 6250Xeon Gold 6258R2 x Xeon Gold 6258RGraviton21.2262.4523.6784.9046.13SE +/- 0.071, N = 11SE +/- 0.000, N = 3SE +/- 0.004, N = 3SE +/- 0.005, N = 3SE +/- 0.015, N = 3SE +/- 0.020, N = 3SE +/- 0.011, N = 3SE +/- 0.007, N = 9SE +/- 0.001, N = 3SE +/- 0.006, N = 3SE +/- 0.004, N = 3SE +/- 0.006, N = 3SE +/- 0.001, N = 31.0731.1131.6761.2441.7622.1672.0280.2431.2452.4412.7825.4492.7611. (CXX) g++ options: -O3 -pthread -lrt -lpthread -lm

Numpy Benchmark

OpenBenchmarking.orgScore, More Is BetterNumpy BenchmarkXeon Gold 5220R2 x Xeon Gold 5220RXeon Gold 6226R2 x Xeon Gold 6226RXeon Platinum 82802 x Xeon Platinum 8280EPYC 7502P2 x EPYC 73522 x EPYC 7532EPYC 7F522 x EPYC 7F522 x EPYC 7452EPYC 7742EPYC 72622 x EPYC 7262EPYC 7F322 x EPYC 7F32EPYC 7F722 x EPYC 7F722 x EPYC 7742Xeon Gold 62502 x Xeon Gold 6250Xeon Gold 6258R2 x Xeon Gold 6258RGraviton280160240320400SE +/- 3.23, N = 3SE +/- 0.65, N = 3SE +/- 0.54, N = 3SE +/- 1.46, N = 3SE +/- 2.42, N = 3SE +/- 3.00, N = 3SE +/- 1.78, N = 3SE +/- 1.21, N = 3SE +/- 1.42, N = 3SE +/- 0.90, N = 3SE +/- 0.44, N = 3SE +/- 1.10, N = 3SE +/- 1.02, N = 3SE +/- 0.54, N = 3SE +/- 1.11, N = 3SE +/- 0.84, N = 3SE +/- 1.19, N = 3SE +/- 2.28, N = 3SE +/- 1.23, N = 3SE +/- 3.56, N = 3SE +/- 0.23, N = 3SE +/- 2.10, N = 3SE +/- 0.92, N = 3SE +/- 0.44, N = 3SE +/- 0.82, N = 3313.76300.73318.87304.16330.33321.82314.28296.14307.69366.16364.86310.54317.39329.14326.72368.08370.14348.71347.12323.70367.44360.01337.46325.69194.36

High Performance Conjugate Gradient

OpenBenchmarking.orgGFLOP/s, More Is BetterHigh Performance Conjugate Gradient 3.1Xeon Gold 5220R2 x Xeon Gold 5220RXeon Gold 6226R2 x Xeon Gold 6226RXeon Platinum 82802 x Xeon Platinum 8280EPYC 7502P2 x EPYC 73522 x EPYC 7532EPYC 7F522 x EPYC 7F522 x EPYC 7452EPYC 7742EPYC 72622 x EPYC 7262EPYC 7F322 x EPYC 7F32EPYC 7F722 x EPYC 7F722 x EPYC 7742Xeon Gold 62502 x Xeon Gold 6250Xeon Gold 6258R2 x Xeon Gold 6258RGraviton2Graviton816243240SE +/- 0.08231, N = 3SE +/- 0.15366, N = 3SE +/- 0.02780, N = 3SE +/- 0.12533, N = 3SE +/- 0.04073, N = 3SE +/- 0.24605, N = 3SE +/- 0.01442, N = 3SE +/- 0.05862, N = 3SE +/- 0.17319, N = 3SE +/- 0.08558, N = 3SE +/- 0.02538, N = 3SE +/- 0.08663, N = 3SE +/- 0.02692, N = 3SE +/- 0.03786, N = 3SE +/- 0.09607, N = 3SE +/- 0.00675, N = 3SE +/- 0.23050, N = 3SE +/- 0.09429, N = 3SE +/- 0.21254, N = 3SE +/- 0.06979, N = 3SE +/- 0.06010, N = 3SE +/- 0.06704, N = 3SE +/- 0.09544, N = 3SE +/- 0.06820, N = 3SE +/- 0.02083, N = 3SE +/- 0.00359, N = 313.3529025.6303013.9581026.5910014.9097028.8542015.1056028.4007033.9207017.7444033.5182028.7970017.1621012.7008023.0647013.2247024.8643016.9363032.3602034.0485010.3321019.9764014.7849028.8783021.433703.837971. (CXX) g++ options: -O3 -ffast-math -ftree-vectorize -pthread -lmpi_cxx -lmpi

Mlpack Benchmark

Benchmark: scikit_linearridgeregression

OpenBenchmarking.orgSeconds, Fewer Is BetterMlpack BenchmarkBenchmark: scikit_linearridgeregressionXeon Gold 5220R2 x Xeon Gold 5220RXeon Gold 6226R2 x Xeon Gold 6226RXeon Platinum 82802 x Xeon Platinum 8280EPYC 7502P2 x EPYC 73522 x EPYC 7532EPYC 7F522 x EPYC 7F522 x EPYC 7452EPYC 7742EPYC 72622 x EPYC 7262EPYC 7F322 x EPYC 7F32EPYC 7F722 x EPYC 7F722 x EPYC 7742Xeon Gold 62502 x Xeon Gold 6250Xeon Gold 6258R2 x Xeon Gold 6258RGraviton20.58051.1611.74152.3222.9025SE +/- 0.03, N = 3SE +/- 0.06, N = 12SE +/- 0.03, N = 3SE +/- 0.04, N = 15SE +/- 0.02, N = 3SE +/- 0.03, N = 3SE +/- 0.01, N = 3SE +/- 0.06, N = 14SE +/- 0.03, N = 15SE +/- 0.01, N = 3SE +/- 0.02, N = 8SE +/- 0.03, N = 3SE +/- 0.02, N = 3SE +/- 0.02, N = 3SE +/- 0.04, N = 3SE +/- 0.02, N = 3SE +/- 0.02, N = 15SE +/- 0.01, N = 3SE +/- 0.03, N = 3SE +/- 0.04, N = 15SE +/- 0.02, N = 15SE +/- 0.02, N = 3SE +/- 0.02, N = 3SE +/- 0.03, N = 3SE +/- 0.01, N = 32.252.391.932.081.671.821.812.291.951.781.951.971.662.582.232.251.991.691.841.762.071.741.661.781.76

dav1d

Video Input: Chimera 1080p 10-bit

OpenBenchmarking.orgFPS, More Is Betterdav1d 0.6.0Video Input: Chimera 1080p 10-bitXeon Gold 5220R2 x Xeon Gold 5220RXeon Gold 6226R2 x Xeon Gold 6226RXeon Platinum 82802 x Xeon Platinum 8280EPYC 7502P2 x EPYC 73522 x EPYC 7532EPYC 7F522 x EPYC 7F522 x EPYC 7452EPYC 7742EPYC 72622 x EPYC 7262EPYC 7F322 x EPYC 7F32EPYC 7F722 x EPYC 7F722 x EPYC 7742Xeon Gold 62502 x Xeon Gold 6250Xeon Gold 6258R2 x Xeon Gold 6258RGraviton270140210280350SE +/- 0.14, N = 3SE +/- 0.47, N = 3SE +/- 0.24, N = 3SE +/- 0.16, N = 3SE +/- 0.12, N = 3SE +/- 0.07, N = 3SE +/- 0.18, N = 3SE +/- 0.21, N = 3SE +/- 0.43, N = 3SE +/- 0.25, N = 3SE +/- 0.22, N = 3SE +/- 0.07, N = 3SE +/- 0.19, N = 3SE +/- 0.11, N = 3SE +/- 0.04, N = 3SE +/- 0.11, N = 3SE +/- 0.18, N = 3SE +/- 0.04, N = 3SE +/- 0.34, N = 3SE +/- 0.43, N = 3SE +/- 0.28, N = 3SE +/- 0.13, N = 3SE +/- 0.15, N = 3SE +/- 0.23, N = 3SE +/- 0.04, N = 358.0570.8162.3273.9565.4085.14110.71125.03137.12110.88131.66139.87142.9879.8087.7795.14105.18121.95158.21183.9668.5562.1665.2885.20332.111. (CC) gcc options: -pthread

Timed MrBayes Analysis

Primate Phylogeny Analysis

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed MrBayes Analysis 3.2.7Primate Phylogeny AnalysisXeon Gold 5220R2 x Xeon Gold 5220RXeon Gold 6226R2 x Xeon Gold 6226RXeon Platinum 82802 x Xeon Platinum 8280EPYC 7502P2 x EPYC 73522 x EPYC 7532EPYC 7F522 x EPYC 7F522 x EPYC 7452EPYC 7742EPYC 72622 x EPYC 7262EPYC 7F322 x EPYC 7F32EPYC 7F722 x EPYC 7F722 x EPYC 7742Xeon Gold 62502 x Xeon Gold 6250Xeon Gold 6258R2 x Xeon Gold 6258RGraviton2Graviton90180270360450SE +/- 0.03, N = 3SE +/- 0.27, N = 3SE +/- 0.09, N = 3SE +/- 0.25, N = 3SE +/- 0.01, N = 3SE +/- 0.37, N = 3SE +/- 0.09, N = 3SE +/- 1.48, N = 3SE +/- 0.03, N = 3SE +/- 0.07, N = 3SE +/- 0.12, N = 3SE +/- 0.09, N = 3SE +/- 0.29, N = 3SE +/- 0.02, N = 3SE +/- 0.07, N = 3SE +/- 0.14, N = 3SE +/- 0.13, N = 3SE +/- 0.82, N = 3SE +/- 0.06, N = 3SE +/- 0.21, N = 3SE +/- 0.42, N = 3SE +/- 0.21, N = 3SE +/- 0.28, N = 3SE +/- 1.51, N = 4SE +/- 0.08, N = 3SE +/- 0.91, N = 3134.48134.93123.70124.26128.85129.9993.64102.2997.7872.1572.09103.91106.5982.1882.6772.1972.0279.6579.37108.8779.6179.45109.11111.16256.98437.481. (CC) gcc options: -O3 -std=c99 -pedantic -lm

Timed Linux Kernel Compilation

Time To Compile

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Linux Kernel Compilation 5.4Time To CompileXeon Gold 5220R2 x Xeon Gold 5220RXeon Gold 6226R2 x Xeon Gold 6226RXeon Platinum 82802 x Xeon Platinum 8280EPYC 7502P2 x EPYC 73522 x EPYC 7532EPYC 7F522 x EPYC 7F522 x EPYC 7452EPYC 7742EPYC 72622 x EPYC 7262EPYC 7F322 x EPYC 7F32EPYC 7F722 x EPYC 7F722 x EPYC 7742Xeon Gold 62502 x Xeon Gold 6250Xeon Gold 6258R2 x Xeon Gold 6258RGraviton220406080100SE +/- 0.87, N = 4SE +/- 0.34, N = 10SE +/- 0.88, N = 3SE +/- 0.37, N = 8SE +/- 0.42, N = 8SE +/- 0.25, N = 14SE +/- 0.49, N = 5SE +/- 0.30, N = 9SE +/- 0.20, N = 14SE +/- 0.63, N = 4SE +/- 0.33, N = 3SE +/- 0.21, N = 13SE +/- 0.25, N = 10SE +/- 0.68, N = 3SE +/- 0.58, N = 6SE +/- 0.53, N = 3SE +/- 0.50, N = 6SE +/- 0.60, N = 3SE +/- 0.26, N = 7SE +/- 0.20, N = 13SE +/- 1.28, N = 3SE +/- 0.53, N = 6SE +/- 0.42, N = 8SE +/- 0.25, N = 14SE +/- 0.79, N = 359.0136.7057.7736.6040.9027.3137.0130.8825.9843.9128.0626.6226.5087.7549.9676.7843.7437.0024.6020.2080.4946.9440.6227.1886.66

Himeno Benchmark

Poisson Pressure Solver

OpenBenchmarking.orgMFLOPS, More Is BetterHimeno Benchmark 3.0Poisson Pressure SolverXeon Gold 5220R2 x Xeon Gold 5220RXeon Gold 6226R2 x Xeon Gold 6226RXeon Platinum 82802 x Xeon Platinum 8280EPYC 7502P2 x EPYC 73522 x EPYC 7532EPYC 7F522 x EPYC 7F522 x EPYC 7452EPYC 7742EPYC 72622 x EPYC 7262EPYC 7F322 x EPYC 7F32EPYC 7F722 x EPYC 7F722 x EPYC 7742Xeon Gold 62502 x Xeon Gold 6250Xeon Gold 6258R2 x Xeon Gold 6258RGraviton29001800270036004500SE +/- 1.90, N = 3SE +/- 5.10, N = 3SE +/- 1.26, N = 3SE +/- 0.77, N = 3SE +/- 4.11, N = 3SE +/- 5.39, N = 3SE +/- 22.45, N = 3SE +/- 40.64, N = 3SE +/- 16.97, N = 3SE +/- 50.12, N = 6SE +/- 51.50, N = 3SE +/- 38.94, N = 3SE +/- 38.43, N = 3SE +/- 52.48, N = 3SE +/- 40.10, N = 15SE +/- 64.12, N = 3SE +/- 42.03, N = 15SE +/- 52.88, N = 3SE +/- 55.09, N = 3SE +/- 44.66, N = 3SE +/- 6.98, N = 3SE +/- 2.78, N = 3SE +/- 1.44, N = 3SE +/- 0.40, N = 3SE +/- 11.59, N = 33398.403404.693401.163410.383510.213514.603883.483647.333783.184370.134303.723777.673820.893864.653712.164244.544225.884212.894118.013861.383890.933934.563515.823526.772904.941. (CC) gcc options: -O3

Build2

Time To Compile

OpenBenchmarking.orgSeconds, Fewer Is BetterBuild2 0.12Time To CompileXeon Gold 5220R2 x Xeon Gold 5220RXeon Gold 6226R2 x Xeon Gold 6226RXeon Platinum 82802 x Xeon Platinum 8280EPYC 7502P2 x EPYC 73522 x EPYC 7532EPYC 7F522 x EPYC 7F522 x EPYC 7452EPYC 7742EPYC 72622 x EPYC 7262EPYC 7F322 x EPYC 7F32EPYC 7F722 x EPYC 7F722 x EPYC 7742Xeon Gold 62502 x Xeon Gold 6250Xeon Gold 6258R2 x Xeon Gold 6258RGraviton2306090120150SE +/- 0.15, N = 3SE +/- 0.13, N = 3SE +/- 0.05, N = 3SE +/- 0.09, N = 3SE +/- 0.13, N = 3SE +/- 0.09, N = 3SE +/- 0.15, N = 3SE +/- 0.17, N = 3SE +/- 0.31, N = 3SE +/- 0.08, N = 3SE +/- 0.15, N = 3SE +/- 0.07, N = 3SE +/- 0.26, N = 3SE +/- 0.79, N = 3SE +/- 0.03, N = 3SE +/- 0.54, N = 3SE +/- 0.22, N = 3SE +/- 0.08, N = 3SE +/- 0.19, N = 3SE +/- 0.52, N = 3SE +/- 1.16, N = 3SE +/- 0.32, N = 3SE +/- 0.12, N = 3SE +/- 0.38, N = 3SE +/- 0.27, N = 391.6472.1588.9870.6174.1262.7871.5670.2964.6969.5458.1964.6863.79113.8580.6698.7870.6866.2558.2860.91105.6073.3573.5663.0586.15

Mlpack Benchmark

Benchmark: scikit_ica

OpenBenchmarking.orgSeconds, Fewer Is BetterMlpack BenchmarkBenchmark: scikit_icaXeon Gold 5220R2 x Xeon Gold 5220RXeon Gold 6226R2 x Xeon Gold 6226RXeon Platinum 82802 x Xeon Platinum 8280EPYC 7502P2 x EPYC 73522 x EPYC 7532EPYC 7F522 x EPYC 7F522 x EPYC 7452EPYC 7742EPYC 72622 x EPYC 7262EPYC 7F322 x EPYC 7F32EPYC 7F722 x EPYC 7F722 x EPYC 7742Xeon Gold 62502 x Xeon Gold 6250Xeon Gold 6258R2 x Xeon Gold 6258RGraviton2306090120150SE +/- 0.25, N = 3SE +/- 1.07, N = 4SE +/- 0.45, N = 3SE +/- 0.30, N = 3SE +/- 0.21, N = 3SE +/- 0.59, N = 3SE +/- 0.48, N = 3SE +/- 0.13, N = 3SE +/- 0.32, N = 3SE +/- 0.50, N = 3SE +/- 0.55, N = 3SE +/- 0.45, N = 3SE +/- 0.25, N = 3SE +/- 0.68, N = 3SE +/- 0.87, N = 4SE +/- 0.61, N = 3SE +/- 0.81, N = 3SE +/- 0.71, N = 3SE +/- 0.64, N = 3SE +/- 0.38, N = 3SE +/- 0.30, N = 3SE +/- 0.79, N = 3SE +/- 0.13, N = 3SE +/- 0.15, N = 3SE +/- 1.27, N = 368.1977.4161.8274.6367.3663.3568.9170.2865.6053.2667.4864.2757.6957.6168.6253.1360.7561.9361.5455.1850.0955.5467.3663.38111.90

PyPerformance

Benchmark: regex_compile

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: regex_compileXeon Gold 5220R2 x Xeon Gold 5220RXeon Gold 6226R2 x Xeon Gold 6226RXeon Platinum 82802 x Xeon Platinum 8280EPYC 7502P2 x EPYC 73522 x EPYC 7532EPYC 7F522 x EPYC 7F522 x EPYC 7452EPYC 7742EPYC 72622 x EPYC 7262EPYC 7F322 x EPYC 7F32EPYC 7F722 x EPYC 7F722 x EPYC 7742Xeon Gold 62502 x Xeon Gold 6250Xeon Gold 6258R2 x Xeon Gold 6258RGraviton250100150200250SE +/- 0.33, N = 3SE +/- 0.33, N = 3SE +/- 0.67, N = 3SE +/- 0.67, N = 3SE +/- 0.33, N = 3168167168167164164203216210173175204199202202176177185184204145145164163213

Mlpack Benchmark

Benchmark: scikit_svm

OpenBenchmarking.orgSeconds, Fewer Is BetterMlpack BenchmarkBenchmark: scikit_svmXeon Gold 5220R2 x Xeon Gold 5220RXeon Gold 6226R2 x Xeon Gold 6226RXeon Platinum 82802 x Xeon Platinum 8280EPYC 7502P2 x EPYC 73522 x EPYC 7532EPYC 7F522 x EPYC 7F522 x EPYC 7452EPYC 7742EPYC 72622 x EPYC 7262EPYC 7F322 x EPYC 7F32EPYC 7F722 x EPYC 7F722 x EPYC 7742Xeon Gold 62502 x Xeon Gold 6250Xeon Gold 6258R2 x Xeon Gold 6258RGraviton2612182430SE +/- 0.09, N = 3SE +/- 0.04, N = 3SE +/- 0.00, N = 3SE +/- 0.13, N = 3SE +/- 0.07, N = 3SE +/- 0.09, N = 3SE +/- 0.01, N = 3SE +/- 0.32, N = 15SE +/- 0.20, N = 3SE +/- 0.04, N = 3SE +/- 0.05, N = 3SE +/- 0.31, N = 15SE +/- 0.05, N = 3SE +/- 0.02, N = 3SE +/- 0.25, N = 15SE +/- 0.00, N = 3SE +/- 0.08, N = 3SE +/- 0.07, N = 3SE +/- 0.04, N = 3SE +/- 0.33, N = 15SE +/- 0.04, N = 3SE +/- 0.07, N = 3SE +/- 0.04, N = 3SE +/- 0.11, N = 3SE +/- 0.02, N = 317.8217.9217.9217.7717.1917.1914.7616.5017.2312.8612.9916.3914.5814.6616.4212.9413.1013.5413.7015.9515.7215.4717.1117.3323.71

PyPerformance

Benchmark: django_template

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: django_templateXeon Gold 5220R2 x Xeon Gold 5220RXeon Gold 6226R2 x Xeon Gold 6226RXeon Platinum 82802 x Xeon Platinum 8280EPYC 7502P2 x EPYC 73522 x EPYC 7532EPYC 7F522 x EPYC 7F522 x EPYC 7452EPYC 7742EPYC 72622 x EPYC 7262EPYC 7F322 x EPYC 7F32EPYC 7F722 x EPYC 7F722 x EPYC 7742Xeon Gold 62502 x Xeon Gold 6250Xeon Gold 6258R2 x Xeon Gold 6258RGraviton21632486480SE +/- 0.06, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.06, N = 3SE +/- 0.07, N = 3SE +/- 0.15, N = 3SE +/- 0.15, N = 3SE +/- 0.19, N = 3SE +/- 0.21, N = 3SE +/- 0.07, N = 3SE +/- 0.07, N = 3SE +/- 0.30, N = 3SE +/- 0.22, N = 3SE +/- 0.54, N = 3SE +/- 0.09, N = 3SE +/- 0.23, N = 3SE +/- 0.22, N = 3SE +/- 0.26, N = 3SE +/- 0.31, N = 3SE +/- 0.03, N = 3SE +/- 0.00, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.00, N = 347.147.347.347.146.245.959.363.460.849.150.060.157.656.556.749.049.753.353.258.440.940.746.046.173.6

Basis Universal

Settings: UASTC Level 3

OpenBenchmarking.orgSeconds, Fewer Is BetterBasis Universal 1.12Settings: UASTC Level 3Xeon Gold 5220R2 x Xeon Gold 5220RXeon Gold 6226R2 x Xeon Gold 6226RXeon Platinum 82802 x Xeon Platinum 8280EPYC 7502P2 x EPYC 73522 x EPYC 7532EPYC 7F522 x EPYC 7F522 x EPYC 7452EPYC 7742EPYC 72622 x EPYC 7262EPYC 7F322 x EPYC 7F32EPYC 7F722 x EPYC 7F722 x EPYC 7742Xeon Gold 62502 x Xeon Gold 6250Xeon Gold 6258R2 x Xeon Gold 6258RGraviton21530456075SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.02, N = 3SE +/- 0.05, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.03, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.04, N = 3SE +/- 0.02, N = 3SE +/- 0.02, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.04, N = 3SE +/- 0.02, N = 3SE +/- 0.02, N = 3SE +/- 0.04, N = 346.7127.9844.9427.2330.6919.8925.1421.0617.3433.5320.4817.7017.7669.0838.5960.1233.7426.5117.1713.1666.3837.2330.4519.7121.191. (CXX) g++ options: -std=c++11 -fvisibility=hidden -fPIC -fno-strict-aliasing -O3 -rdynamic -lm -lpthread

John The Ripper

Test: Blowfish

OpenBenchmarking.orgReal C/S, More Is BetterJohn The Ripper 1.9.0-jumbo-1Test: BlowfishXeon Gold 5220R2 x Xeon Gold 5220RXeon Gold 6226R2 x Xeon Gold 6226RXeon Platinum 82802 x Xeon Platinum 8280EPYC 7502P2 x EPYC 73522 x EPYC 7532EPYC 7F522 x EPYC 7F522 x EPYC 7452EPYC 7742EPYC 72622 x EPYC 7262EPYC 7F322 x EPYC 7F32EPYC 7F722 x EPYC 7F722 x EPYC 7742Xeon Gold 62502 x Xeon Gold 6250Xeon Gold 6258R2 x Xeon Gold 6258RGraviton2Graviton30K60K90K120K150KSE +/- 77.98, N = 3SE +/- 12.50, N = 3SE +/- 60.93, N = 3SE +/- 111.31, N = 3SE +/- 99.39, N = 3SE +/- 700.53, N = 3SE +/- 5.00, N = 3SE +/- 241.14, N = 3SE +/- 109.22, N = 3SE +/- 3.00, N = 3SE +/- 16.44, N = 3SE +/- 60.01, N = 3SE +/- 13.00, N = 3SE +/- 1.53, N = 3SE +/- 6.00, N = 3SE +/- 1.67, N = 3SE +/- 32.93, N = 3SE +/- 89.36, N = 3SE +/- 636.72, N = 3SE +/- 43.39, N = 3SE +/- 64.71, N = 3SE +/- 56.88, N = 3SE +/- 374.03, N = 3SE +/- 23.80, N = 3SE +/- 4.33, N = 325547513242712653485428648408443593601468373726349525257927374944114932295713179263143683173095145129167513326942952842404334975071. (CC) gcc options: -lssl -lcrypto -fopenmp -pthread -lm -lz -ldl -lcrypt

PyPerformance

Benchmark: float

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: floatXeon Gold 5220R2 x Xeon Gold 5220RXeon Gold 6226R2 x Xeon Gold 6226RXeon Platinum 82802 x Xeon Platinum 8280EPYC 7502P2 x EPYC 73522 x EPYC 7532EPYC 7F522 x EPYC 7F522 x EPYC 7452EPYC 7742EPYC 72622 x EPYC 7262EPYC 7F322 x EPYC 7F32EPYC 7F722 x EPYC 7F722 x EPYC 7742Xeon Gold 62502 x Xeon Gold 6250Xeon Gold 6258R2 x Xeon Gold 6258RGraviton24080120160200SE +/- 0.33, N = 3SE +/- 0.33, N = 3SE +/- 0.00, N = 3SE +/- 0.10, N = 3114.0113.0115.0113.0109.0109.0137.0146.0139.0118.0119.0137.0135.0135.0135.0119.0119.0125.0125.0135.096.696.5109.0109.0175.0

PyBench

Total For Average Test Times

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyBench 2018-02-16Total For Average Test TimesXeon Gold 5220R2 x Xeon Gold 5220RXeon Gold 6226R2 x Xeon Gold 6226RXeon Platinum 82802 x Xeon Platinum 8280EPYC 7502P2 x EPYC 73522 x EPYC 7532EPYC 7F522 x EPYC 7F522 x EPYC 7452EPYC 7742EPYC 72622 x EPYC 7262EPYC 7F322 x EPYC 7F32EPYC 7F722 x EPYC 7F722 x EPYC 7742Xeon Gold 62502 x Xeon Gold 6250Xeon Gold 6258R2 x Xeon Gold 6258RGraviton2400800120016002000SE +/- 12.17, N = 3SE +/- 1.45, N = 3SE +/- 3.06, N = 3SE +/- 0.67, N = 3SE +/- 1.15, N = 3SE +/- 1.00, N = 3SE +/- 7.33, N = 3SE +/- 2.96, N = 3SE +/- 1.53, N = 3SE +/- 3.38, N = 3SE +/- 1.53, N = 3SE +/- 3.06, N = 3SE +/- 2.19, N = 3SE +/- 5.33, N = 3SE +/- 1.53, N = 3SE +/- 6.44, N = 3SE +/- 7.94, N = 3SE +/- 1.00, N = 3SE +/- 1.20, N = 3SE +/- 1.67, N = 3SE +/- 2.67, N = 31114110011031104107610731155123011709879971155113511351138994994106510451153955956107610731702

dav1d

Video Input: Summer Nature 4K

OpenBenchmarking.orgFPS, More Is Betterdav1d 0.6.0Video Input: Summer Nature 4KXeon Gold 5220R2 x Xeon Gold 5220RXeon Gold 6226R2 x Xeon Gold 6226RXeon Platinum 82802 x Xeon Platinum 8280EPYC 7502P2 x EPYC 73522 x EPYC 7532EPYC 7F522 x EPYC 7F522 x EPYC 7452EPYC 7742EPYC 72622 x EPYC 7262EPYC 7F322 x EPYC 7F32EPYC 7F722 x EPYC 7F722 x EPYC 7742Xeon Gold 62502 x Xeon Gold 6250Xeon Gold 6258R2 x Xeon Gold 6258RGraviton2Graviton70140210280350SE +/- 0.78, N = 3SE +/- 0.84, N = 3SE +/- 1.20, N = 3SE +/- 1.66, N = 3SE +/- 1.15, N = 3SE +/- 3.68, N = 3SE +/- 0.07, N = 3SE +/- 0.59, N = 3SE +/- 1.32, N = 3SE +/- 0.42, N = 3SE +/- 1.17, N = 3SE +/- 0.68, N = 3SE +/- 1.82, N = 3SE +/- 0.31, N = 3SE +/- 0.25, N = 3SE +/- 0.25, N = 3SE +/- 0.42, N = 3SE +/- 1.01, N = 3SE +/- 0.63, N = 3SE +/- 0.94, N = 3SE +/- 0.24, N = 3SE +/- 1.03, N = 3SE +/- 2.58, N = 3SE +/- 0.81, N = 3SE +/- 0.10, N = 3SE +/- 0.02, N = 3160.59177.89170.07203.10199.08221.31260.52261.12296.06222.23263.77302.35336.08132.86167.36152.02193.94287.41314.80322.35149.90184.99199.38223.17239.0763.001. (CC) gcc options: -pthread

PHPBench

PHP Benchmark Suite

OpenBenchmarking.orgScore, More Is BetterPHPBench 0.8.1PHP Benchmark SuiteXeon Gold 5220R2 x Xeon Gold 5220RXeon Gold 6226R2 x Xeon Gold 6226RXeon Platinum 82802 x Xeon Platinum 8280EPYC 7502P2 x EPYC 73522 x EPYC 7532EPYC 7F522 x EPYC 7F522 x EPYC 7452EPYC 7742EPYC 72622 x EPYC 7262EPYC 7F322 x EPYC 7F32EPYC 7F722 x EPYC 7F722 x EPYC 7742Xeon Gold 62502 x Xeon Gold 6250Xeon Gold 6258R2 x Xeon Gold 6258RGraviton2160K320K480K640K800KSE +/- 862.18, N = 3SE +/- 914.97, N = 3SE +/- 752.01, N = 3SE +/- 164.78, N = 3SE +/- 425.09, N = 3SE +/- 884.68, N = 3SE +/- 3270.88, N = 3SE +/- 1441.15, N = 3SE +/- 544.97, N = 3SE +/- 532.88, N = 3SE +/- 1971.58, N = 3SE +/- 1778.87, N = 3SE +/- 2376.59, N = 3SE +/- 2423.50, N = 3SE +/- 3280.96, N = 3SE +/- 700.72, N = 3SE +/- 3182.54, N = 3SE +/- 1457.16, N = 3SE +/- 595.15, N = 3SE +/- 505.18, N = 3SE +/- 1056.07, N = 3SE +/- 775.32, N = 3SE +/- 4629.23, N = 3SE +/- 2012.26, N = 3SE +/- 1525.52, N = 3629690631283632431632601649164649693526537485243515758604627606970516902527173527259529981602328609673572134560990527208729819731952643737647832396410

dav1d

Video Input: Summer Nature 1080p

OpenBenchmarking.orgFPS, More Is Betterdav1d 0.6.0Video Input: Summer Nature 1080pXeon Gold 5220R2 x Xeon Gold 5220RXeon Gold 6226R2 x Xeon Gold 6226RXeon Platinum 82802 x Xeon Platinum 8280EPYC 7502P2 x EPYC 73522 x EPYC 7532EPYC 7F522 x EPYC 7F522 x EPYC 7452EPYC 7742EPYC 72622 x EPYC 7262EPYC 7F322 x EPYC 7F32EPYC 7F722 x EPYC 7F722 x EPYC 7742Xeon Gold 62502 x Xeon Gold 6250Xeon Gold 6258R2 x Xeon Gold 6258RGraviton2Graviton170340510680850SE +/- 2.31, N = 3SE +/- 3.79, N = 6SE +/- 0.97, N = 3SE +/- 1.84, N = 3SE +/- 0.52, N = 3SE +/- 3.74, N = 15SE +/- 0.35, N = 3SE +/- 1.17, N = 3SE +/- 1.70, N = 3SE +/- 0.59, N = 3SE +/- 1.41, N = 3SE +/- 6.54, N = 3SE +/- 4.71, N = 3SE +/- 1.15, N = 3SE +/- 0.31, N = 3SE +/- 0.36, N = 3SE +/- 1.53, N = 3SE +/- 2.25, N = 3SE +/- 3.23, N = 3SE +/- 4.57, N = 3SE +/- 5.46, N = 4SE +/- 0.55, N = 3SE +/- 0.93, N = 3SE +/- 3.87, N = 15SE +/- 2.65, N = 3SE +/- 0.26, N = 3274.98321.84307.75358.62323.20409.88547.08566.85649.45501.21618.87658.09691.02320.91388.46373.28467.44660.54752.02767.92369.48310.84325.10402.97652.84194.111. (CC) gcc options: -pthread

Scikit-Learn

OpenBenchmarking.orgSeconds, Fewer Is BetterScikit-Learn 0.22.1Xeon Gold 5220R2 x Xeon Gold 5220RXeon Gold 6226R2 x Xeon Gold 6226RXeon Platinum 82802 x Xeon Platinum 8280EPYC 7502P2 x EPYC 73522 x EPYC 7532EPYC 7F522 x EPYC 7F522 x EPYC 7452EPYC 7742EPYC 72622 x EPYC 7262EPYC 7F322 x EPYC 7F32EPYC 7F722 x EPYC 7F722 x EPYC 7742Xeon Gold 62502 x Xeon Gold 6250Xeon Gold 6258R2 x Xeon Gold 6258RGraviton248121620SE +/- 0.034, N = 3SE +/- 0.024, N = 3SE +/- 0.029, N = 3SE +/- 0.055, N = 3SE +/- 0.042, N = 3SE +/- 0.122, N = 3SE +/- 0.011, N = 3SE +/- 0.136, N = 6SE +/- 0.048, N = 3SE +/- 0.016, N = 3SE +/- 0.029, N = 3SE +/- 0.049, N = 3SE +/- 0.006, N = 3SE +/- 0.011, N = 3SE +/- 0.063, N = 3SE +/- 0.007, N = 3SE +/- 0.014, N = 3SE +/- 0.014, N = 3SE +/- 0.066, N = 3SE +/- 0.010, N = 3SE +/- 0.033, N = 3SE +/- 0.074, N = 3SE +/- 0.089, N = 3SE +/- 0.122, N = 3SE +/- 0.189, N = 310.11210.4589.92410.4499.1279.39210.61811.53110.9139.5719.88810.78810.46310.89410.8239.7429.7359.92810.12510.5338.5258.8199.2839.45214.035

Nettle

Test: aes256

OpenBenchmarking.orgMbyte/s, More Is BetterNettle 3.5.1Test: aes256Xeon Gold 5220R2 x Xeon Gold 5220RXeon Gold 6226R2 x Xeon Gold 6226RXeon Platinum 82802 x Xeon Platinum 8280EPYC 7502P2 x EPYC 73522 x EPYC 7532EPYC 7F522 x EPYC 7F522 x EPYC 7452EPYC 7742EPYC 72622 x EPYC 7262EPYC 7F322 x EPYC 7F32EPYC 7F722 x EPYC 7F722 x EPYC 7742Xeon Gold 62502 x Xeon Gold 6250Xeon Gold 6258R2 x Xeon Gold 6258RGraviton2Graviton15003000450060007500SE +/- 2.03, N = 3SE +/- 2.26, N = 3SE +/- 6.01, N = 3SE +/- 8.42, N = 3SE +/- 7.98, N = 3SE +/- 3.29, N = 3SE +/- 1.59, N = 3SE +/- 0.92, N = 3SE +/- 3.15, N = 3SE +/- 2.02, N = 3SE +/- 1.29, N = 3SE +/- 3.07, N = 3SE +/- 3.64, N = 3SE +/- 1.11, N = 3SE +/- 6.24, N = 3SE +/- 0.77, N = 3SE +/- 2.26, N = 3SE +/- 0.97, N = 3SE +/- 1.62, N = 3SE +/- 2.91, N = 3SE +/- 4.70, N = 3SE +/- 1.42, N = 3SE +/- 5.03, N = 3SE +/- 4.25, N = 3SE +/- 0.28, N = 3SE +/- 3.89, N = 36133.916159.216161.426157.496313.166320.004727.654445.944652.835499.495505.704724.394798.934801.244791.165498.435499.845214.505220.704795.517100.357111.126305.786322.322783.661716.541. (CC) gcc options: -O2 -ggdb3 -lnettle -lm -lcrypto

Nettle

Test: sha512

OpenBenchmarking.orgMbyte/s, More Is BetterNettle 3.5.1Test: sha512Xeon Gold 5220R2 x Xeon Gold 5220RXeon Gold 6226R2 x Xeon Gold 6226RXeon Platinum 82802 x Xeon Platinum 8280EPYC 7502P2 x EPYC 73522 x EPYC 7532EPYC 7F522 x EPYC 7F522 x EPYC 7452EPYC 7742EPYC 72622 x EPYC 7262EPYC 7F322 x EPYC 7F32EPYC 7F722 x EPYC 7F722 x EPYC 7742Xeon Gold 62502 x Xeon Gold 6250Xeon Gold 6258R2 x Xeon Gold 6258RGraviton2Graviton120240360480600SE +/- 1.03, N = 3SE +/- 0.19, N = 3SE +/- 0.77, N = 3SE +/- 0.11, N = 3SE +/- 0.15, N = 3SE +/- 0.97, N = 3SE +/- 0.06, N = 3SE +/- 0.15, N = 3SE +/- 0.13, N = 3SE +/- 0.07, N = 3SE +/- 0.67, N = 3SE +/- 0.33, N = 3SE +/- 0.10, N = 3SE +/- 0.68, N = 3SE +/- 0.06, N = 3SE +/- 0.17, N = 3SE +/- 0.05, N = 3SE +/- 0.48, N = 3SE +/- 0.08, N = 3SE +/- 0.16, N = 3SE +/- 0.61, N = 3SE +/- 0.60, N = 3SE +/- 1.25, N = 3SE +/- 0.35, N = 3SE +/- 0.03, N = 3SE +/- 0.42, N = 3485.86489.15488.81489.42501.98500.98484.24455.36476.65563.39563.07483.85491.54490.29491.04563.45563.59534.18534.86491.47563.82564.54498.99500.75380.06285.931. (CC) gcc options: -O2 -ggdb3 -lnettle -lm -lcrypto

Nettle

Test: chacha

OpenBenchmarking.orgMbyte/s, More Is BetterNettle 3.5.1Test: chachaXeon Gold 5220R2 x Xeon Gold 5220RXeon Gold 6226R2 x Xeon Gold 6226RXeon Platinum 82802 x Xeon Platinum 8280EPYC 7502P2 x EPYC 73522 x EPYC 7532EPYC 7F522 x EPYC 7F522 x EPYC 7452EPYC 7742EPYC 72622 x EPYC 7262EPYC 7F322 x EPYC 7F32EPYC 7F722 x EPYC 7F722 x EPYC 7742Xeon Gold 62502 x Xeon Gold 6250Xeon Gold 6258R2 x Xeon Gold 6258RGraviton2Graviton30060090012001500SE +/- 1.02, N = 3SE +/- 0.41, N = 3SE +/- 0.49, N = 3SE +/- 0.61, N = 3SE +/- 0.86, N = 3SE +/- 0.37, N = 3SE +/- 0.10, N = 3SE +/- 0.05, N = 3SE +/- 0.01, N = 3SE +/- 0.10, N = 3SE +/- 0.05, N = 3SE +/- 0.10, N = 3SE +/- 0.12, N = 3SE +/- 0.11, N = 3SE +/- 0.02, N = 3SE +/- 0.12, N = 3SE +/- 0.75, N = 3SE +/- 0.06, N = 3SE +/- 0.10, N = 3SE +/- 0.06, N = 3SE +/- 0.06, N = 3SE +/- 0.53, N = 3SE +/- 0.99, N = 3SE +/- 5.15, N = 3SE +/- 0.58, N = 3SE +/- 0.44, N = 31020.091024.981024.991025.381051.111051.94760.21714.46748.58884.93884.59760.06771.42771.54771.73884.71884.43839.58839.49771.421183.151182.031042.681044.82450.21327.111. (CC) gcc options: -O2 -ggdb3 -lnettle -lm -lcrypto

Scikit-Learn

Performance / Cost -

OpenBenchmarking.orgSeconds x Dollar, Fewer Is BetterScikit-Learn 0.22.1Performance / Cost -Xeon Gold 5220R2 x Xeon Gold 5220RXeon Gold 6226R2 x Xeon Gold 6226REPYC 7502P2 x EPYC 73528K16K24K32K40K17453.3136101.0214399.7230323.0026322.0234777.501. Xeon Gold 5220R: $1726 reported cost.2. 2 x Xeon Gold 5220R: $3452 reported cost.3. Xeon Gold 6226R: $1451 reported cost.4. 2 x Xeon Gold 6226R: $2902 reported cost.5. EPYC 7502P: $2479 reported cost.6. 2 x EPYC 7352: $3016 reported cost.

Mlpack Benchmark

Performance / Cost - Benchmark: scikit_linearridgeregression

OpenBenchmarking.orgSeconds x Dollar, Fewer Is BetterMlpack BenchmarkPerformance / Cost - Benchmark: scikit_linearridgeregressionXeon Gold 5220R2 x Xeon Gold 5220RXeon Gold 6226R2 x Xeon Gold 6226REPYC 7502P2 x EPYC 73522K4K6K8K10K3883.508250.282800.436036.164486.996906.641. Xeon Gold 5220R: $1726 reported cost.2. 2 x Xeon Gold 5220R: $3452 reported cost.3. Xeon Gold 6226R: $1451 reported cost.4. 2 x Xeon Gold 6226R: $2902 reported cost.5. EPYC 7502P: $2479 reported cost.6. 2 x EPYC 7352: $3016 reported cost.

Mlpack Benchmark

Performance / Cost - Benchmark: scikit_svm

OpenBenchmarking.orgSeconds x Dollar, Fewer Is BetterMlpack BenchmarkPerformance / Cost - Benchmark: scikit_svmXeon Gold 5220R2 x Xeon Gold 5220RXeon Gold 6226R2 x Xeon Gold 6226REPYC 7502P2 x EPYC 735213K26K39K52K65K30757.3261859.8426001.9251568.5436590.0449764.001. Xeon Gold 5220R: $1726 reported cost.2. 2 x Xeon Gold 5220R: $3452 reported cost.3. Xeon Gold 6226R: $1451 reported cost.4. 2 x Xeon Gold 6226R: $2902 reported cost.5. EPYC 7502P: $2479 reported cost.6. 2 x EPYC 7352: $3016 reported cost.

Mlpack Benchmark

Performance / Cost - Benchmark: scikit_ica

OpenBenchmarking.orgSeconds x Dollar, Fewer Is BetterMlpack BenchmarkPerformance / Cost - Benchmark: scikit_icaXeon Gold 5220R2 x Xeon Gold 5220RXeon Gold 6226R2 x Xeon Gold 6226REPYC 7502P2 x EPYC 735260K120K180K240K300K117695.94267219.3289700.82216576.26170827.89211964.481. Xeon Gold 5220R: $1726 reported cost.2. 2 x Xeon Gold 5220R: $3452 reported cost.3. Xeon Gold 6226R: $1451 reported cost.4. 2 x Xeon Gold 6226R: $2902 reported cost.5. EPYC 7502P: $2479 reported cost.6. 2 x EPYC 7352: $3016 reported cost.

PHPBench

Performance / Cost - PHP Benchmark Suite

OpenBenchmarking.orgScore Per Dollar, More Is BetterPHPBench 0.8.1Performance / Cost - PHP Benchmark SuiteXeon Gold 5220R2 x Xeon Gold 5220RXeon Gold 6226R2 x Xeon Gold 6226REPYC 7502P2 x EPYC 735290180270360450364.83182.88435.86217.99212.40160.891. Xeon Gold 5220R: $1726 reported cost.2. 2 x Xeon Gold 5220R: $3452 reported cost.3. Xeon Gold 6226R: $1451 reported cost.4. 2 x Xeon Gold 6226R: $2902 reported cost.5. EPYC 7502P: $2479 reported cost.6. 2 x EPYC 7352: $3016 reported cost.

PyPerformance

Performance / Cost - Benchmark: django_template

OpenBenchmarking.orgMilliseconds x Dollar, Fewer Is BetterPyPerformance 1.0.0Performance / Cost - Benchmark: django_templateXeon Gold 5220R2 x Xeon Gold 5220RXeon Gold 6226R2 x Xeon Gold 6226REPYC 7502P2 x EPYC 735240K80K120K160K200K81294.60163279.6068632.30136684.20147004.70191214.401. Xeon Gold 5220R: $1726 reported cost.2. 2 x Xeon Gold 5220R: $3452 reported cost.3. Xeon Gold 6226R: $1451 reported cost.4. 2 x Xeon Gold 6226R: $2902 reported cost.5. EPYC 7502P: $2479 reported cost.6. 2 x EPYC 7352: $3016 reported cost.

PyPerformance

Performance / Cost - Benchmark: regex_compile

OpenBenchmarking.orgMilliseconds x Dollar, Fewer Is BetterPyPerformance 1.0.0Performance / Cost - Benchmark: regex_compileXeon Gold 5220R2 x Xeon Gold 5220RXeon Gold 6226R2 x Xeon Gold 6226REPYC 7502P2 x EPYC 7352140K280K420K560K700K289968.00576484.00243768.00484634.00503237.00651456.001. Xeon Gold 5220R: $1726 reported cost.2. 2 x Xeon Gold 5220R: $3452 reported cost.3. Xeon Gold 6226R: $1451 reported cost.4. 2 x Xeon Gold 6226R: $2902 reported cost.5. EPYC 7502P: $2479 reported cost.6. 2 x EPYC 7352: $3016 reported cost.

PyPerformance

Performance / Cost - Benchmark: float

OpenBenchmarking.orgMilliseconds x Dollar, Fewer Is BetterPyPerformance 1.0.0Performance / Cost - Benchmark: floatXeon Gold 5220R2 x Xeon Gold 5220RXeon Gold 6226R2 x Xeon Gold 6226REPYC 7502P2 x EPYC 735290K180K270K360K450K196764.00390076.00166865.00327926.00339623.00440336.001. Xeon Gold 5220R: $1726 reported cost.2. 2 x Xeon Gold 5220R: $3452 reported cost.3. Xeon Gold 6226R: $1451 reported cost.4. 2 x Xeon Gold 6226R: $2902 reported cost.5. EPYC 7502P: $2479 reported cost.6. 2 x EPYC 7352: $3016 reported cost.

PyBench

Performance / Cost - Total For Average Test Times

OpenBenchmarking.orgMilliseconds x Dollar, Fewer Is BetterPyBench 2018-02-16Performance / Cost - Total For Average Test TimesXeon Gold 5220R2 x Xeon Gold 5220RXeon Gold 6226R2 x Xeon Gold 6226REPYC 7502P2 x EPYC 7352800K1600K2400K3200K4000K1922764.003797200.001600453.003203808.002863245.003709680.001. Xeon Gold 5220R: $1726 reported cost.2. 2 x Xeon Gold 5220R: $3452 reported cost.3. Xeon Gold 6226R: $1451 reported cost.4. 2 x Xeon Gold 6226R: $2902 reported cost.5. EPYC 7502P: $2479 reported cost.6. 2 x EPYC 7352: $3016 reported cost.

Basis Universal

Performance / Cost - Settings: UASTC Level 3

OpenBenchmarking.orgSeconds x Dollar, Fewer Is BetterBasis Universal 1.12Performance / Cost - Settings: UASTC Level 3Xeon Gold 5220R2 x Xeon Gold 5220RXeon Gold 6226R2 x Xeon Gold 6226REPYC 7502P2 x EPYC 735220K40K60K80K100K80618.0196590.4165212.2979009.8562327.0263510.931. Xeon Gold 5220R: $1726 reported cost.2. 2 x Xeon Gold 5220R: $3452 reported cost.3. Xeon Gold 6226R: $1451 reported cost.4. 2 x Xeon Gold 6226R: $2902 reported cost.5. EPYC 7502P: $2479 reported cost.6. 2 x EPYC 7352: $3016 reported cost.

Numpy Benchmark

Performance / Cost -

OpenBenchmarking.orgScore Per Dollar, More Is BetterNumpy BenchmarkPerformance / Cost -Xeon Gold 5220R2 x Xeon Gold 5220RXeon Gold 6226R2 x Xeon Gold 6226REPYC 7502P2 x EPYC 73520.04950.0990.14850.1980.24750.1820.0870.2200.1050.1270.0981. Xeon Gold 5220R: $1726 reported cost.2. 2 x Xeon Gold 5220R: $3452 reported cost.3. Xeon Gold 6226R: $1451 reported cost.4. 2 x Xeon Gold 6226R: $2902 reported cost.5. EPYC 7502P: $2479 reported cost.6. 2 x EPYC 7352: $3016 reported cost.

Build2

Performance / Cost - Time To Compile

OpenBenchmarking.orgSeconds x Dollar, Fewer Is BetterBuild2 0.12Performance / Cost - Time To CompileXeon Gold 5220R2 x Xeon Gold 5220RXeon Gold 6226R2 x Xeon Gold 6226REPYC 7502P2 x EPYC 735250K100K150K200K250K158172.37249065.25129105.63204904.42177392.28211985.591. Xeon Gold 5220R: $1726 reported cost.2. 2 x Xeon Gold 5220R: $3452 reported cost.3. Xeon Gold 6226R: $1451 reported cost.4. 2 x Xeon Gold 6226R: $2902 reported cost.5. EPYC 7502P: $2479 reported cost.6. 2 x EPYC 7352: $3016 reported cost.

Timed LLVM Compilation

Performance / Cost - Time To Compile

OpenBenchmarking.orgSeconds x Dollar, Fewer Is BetterTimed LLVM Compilation 10.0Performance / Cost - Time To CompileXeon Gold 5220R2 x Xeon Gold 5220RXeon Gold 6226R2 x Xeon Gold 6226REPYC 7502P2 x EPYC 7352200K400K600K800K1000K742915.28989971.46628560.14811637.16711787.83749681.091. Xeon Gold 5220R: $1726 reported cost.2. 2 x Xeon Gold 5220R: $3452 reported cost.3. Xeon Gold 6226R: $1451 reported cost.4. 2 x Xeon Gold 6226R: $2902 reported cost.5. EPYC 7502P: $2479 reported cost.6. 2 x EPYC 7352: $3016 reported cost.

Timed Linux Kernel Compilation

Performance / Cost - Time To Compile

OpenBenchmarking.orgSeconds x Dollar, Fewer Is BetterTimed Linux Kernel Compilation 5.4Performance / Cost - Time To CompileXeon Gold 5220R2 x Xeon Gold 5220RXeon Gold 6226R2 x Xeon Gold 6226REPYC 7502P2 x EPYC 735230K60K90K120K150K101854.71126684.9583827.17106198.6991757.7193122.021. Xeon Gold 5220R: $1726 reported cost.2. 2 x Xeon Gold 5220R: $3452 reported cost.3. Xeon Gold 6226R: $1451 reported cost.4. 2 x Xeon Gold 6226R: $2902 reported cost.5. EPYC 7502P: $2479 reported cost.6. 2 x EPYC 7352: $3016 reported cost.

Himeno Benchmark

Performance / Cost - Poisson Pressure Solver

OpenBenchmarking.orgMFLOPS Per Dollar, More Is BetterHimeno Benchmark 3.0Performance / Cost - Poisson Pressure SolverXeon Gold 5220R2 x Xeon Gold 5220RXeon Gold 6226R2 x Xeon Gold 6226REPYC 7502P2 x EPYC 73520.52741.05481.58222.10962.6371.9690.9862.3441.1751.5671.2091. Xeon Gold 5220R: $1726 reported cost.2. 2 x Xeon Gold 5220R: $3452 reported cost.3. Xeon Gold 6226R: $1451 reported cost.4. 2 x Xeon Gold 6226R: $2902 reported cost.5. EPYC 7502P: $2479 reported cost.6. 2 x EPYC 7352: $3016 reported cost.

dav1d

Performance / Cost - Video Input: Chimera 1080p 10-bit

OpenBenchmarking.orgFPS Per Dollar, More Is Betterdav1d 0.6.0Performance / Cost - Video Input: Chimera 1080p 10-bitXeon Gold 5220R2 x Xeon Gold 5220RXeon Gold 6226R2 x Xeon Gold 6226REPYC 7502P2 x EPYC 73520.01010.02020.03030.04040.05050.0340.0210.0430.0250.0450.0411. Xeon Gold 5220R: $1726 reported cost.2. 2 x Xeon Gold 5220R: $3452 reported cost.3. Xeon Gold 6226R: $1451 reported cost.4. 2 x Xeon Gold 6226R: $2902 reported cost.5. EPYC 7502P: $2479 reported cost.6. 2 x EPYC 7352: $3016 reported cost.

dav1d

Performance / Cost - Video Input: Summer Nature 1080p

OpenBenchmarking.orgFPS Per Dollar, More Is Betterdav1d 0.6.0Performance / Cost - Video Input: Summer Nature 1080pXeon Gold 5220R2 x Xeon Gold 5220RXeon Gold 6226R2 x Xeon Gold 6226REPYC 7502P2 x EPYC 73520.04970.09940.14910.19880.24850.1590.0930.2120.1240.2210.1881. Xeon Gold 5220R: $1726 reported cost.2. 2 x Xeon Gold 5220R: $3452 reported cost.3. Xeon Gold 6226R: $1451 reported cost.4. 2 x Xeon Gold 6226R: $2902 reported cost.5. EPYC 7502P: $2479 reported cost.6. 2 x EPYC 7352: $3016 reported cost.

dav1d

Performance / Cost - Video Input: Summer Nature 4K

OpenBenchmarking.orgFPS Per Dollar, More Is Betterdav1d 0.6.0Performance / Cost - Video Input: Summer Nature 4KXeon Gold 5220R2 x Xeon Gold 5220RXeon Gold 6226R2 x Xeon Gold 6226REPYC 7502P2 x EPYC 73520.02630.05260.07890.10520.13150.0930.0520.1170.0700.1050.0871. Xeon Gold 5220R: $1726 reported cost.2. 2 x Xeon Gold 5220R: $3452 reported cost.3. Xeon Gold 6226R: $1451 reported cost.4. 2 x Xeon Gold 6226R: $2902 reported cost.5. EPYC 7502P: $2479 reported cost.6. 2 x EPYC 7352: $3016 reported cost.

John The Ripper

Performance / Cost - Test: Blowfish

OpenBenchmarking.orgReal C/S Per Dollar, More Is BetterJohn The Ripper 1.9.0-jumbo-1Performance / Cost - Test: BlowfishXeon Gold 5220R2 x Xeon Gold 5220RXeon Gold 6226R2 x Xeon Gold 6226REPYC 7502P2 x EPYC 735251015202514.8014.8718.7018.4317.5919.941. Xeon Gold 5220R: $1726 reported cost.2. 2 x Xeon Gold 5220R: $3452 reported cost.3. Xeon Gold 6226R: $1451 reported cost.4. 2 x Xeon Gold 6226R: $2902 reported cost.5. EPYC 7502P: $2479 reported cost.6. 2 x EPYC 7352: $3016 reported cost.

Nettle

Performance / Cost - Test: sha512

OpenBenchmarking.orgMbyte/s Per Dollar, More Is BetterNettle 3.5.1Performance / Cost - Test: sha512Xeon Gold 5220R2 x Xeon Gold 5220RXeon Gold 6226R2 x Xeon Gold 6226REPYC 7502P2 x EPYC 73520.07580.15160.22740.30320.3790.2810.1420.3370.1690.1950.1511. Xeon Gold 5220R: $1726 reported cost.2. 2 x Xeon Gold 5220R: $3452 reported cost.3. Xeon Gold 6226R: $1451 reported cost.4. 2 x Xeon Gold 6226R: $2902 reported cost.5. EPYC 7502P: $2479 reported cost.6. 2 x EPYC 7352: $3016 reported cost.

Nettle

Performance / Cost - Test: chacha

OpenBenchmarking.orgMbyte/s Per Dollar, More Is BetterNettle 3.5.1Performance / Cost - Test: chachaXeon Gold 5220R2 x Xeon Gold 5220RXeon Gold 6226R2 x Xeon Gold 6226REPYC 7502P2 x EPYC 73520.15890.31780.47670.63560.79450.5910.2970.7060.3530.3070.2371. Xeon Gold 5220R: $1726 reported cost.2. 2 x Xeon Gold 5220R: $3452 reported cost.3. Xeon Gold 6226R: $1451 reported cost.4. 2 x Xeon Gold 6226R: $2902 reported cost.5. EPYC 7502P: $2479 reported cost.6. 2 x EPYC 7352: $3016 reported cost.

Nettle

Performance / Cost - Test: aes256

OpenBenchmarking.orgMbyte/s Per Dollar, More Is BetterNettle 3.5.1Performance / Cost - Test: aes256Xeon Gold 5220R2 x Xeon Gold 5220RXeon Gold 6226R2 x Xeon Gold 6226REPYC 7502P2 x EPYC 73520.95541.91082.86623.82164.7773.5541.7844.2462.1221.9071.4741. Xeon Gold 5220R: $1726 reported cost.2. 2 x Xeon Gold 5220R: $3452 reported cost.3. Xeon Gold 6226R: $1451 reported cost.4. 2 x Xeon Gold 6226R: $2902 reported cost.5. EPYC 7502P: $2479 reported cost.6. 2 x EPYC 7352: $3016 reported cost.

Timed MrBayes Analysis

Performance / Cost - Primate Phylogeny Analysis

OpenBenchmarking.orgSeconds x Dollar, Fewer Is BetterTimed MrBayes Analysis 3.2.7Performance / Cost - Primate Phylogeny AnalysisXeon Gold 5220R2 x Xeon Gold 5220RXeon Gold 6226R2 x Xeon Gold 6226REPYC 7502P2 x EPYC 7352100K200K300K400K500K232117.66465771.46179491.60360596.72232131.08308509.661. Xeon Gold 5220R: $1726 reported cost.2. 2 x Xeon Gold 5220R: $3452 reported cost.3. Xeon Gold 6226R: $1451 reported cost.4. 2 x Xeon Gold 6226R: $2902 reported cost.5. EPYC 7502P: $2479 reported cost.6. 2 x EPYC 7352: $3016 reported cost.

High Performance Conjugate Gradient

Performance / Cost -

OpenBenchmarking.orgGFLOP/s Per Dollar, More Is BetterHigh Performance Conjugate Gradient 3.1Performance / Cost -Xeon Gold 5220R2 x Xeon Gold 5220RXeon Gold 6226R2 x Xeon Gold 6226REPYC 7502P2 x EPYC 73520.00230.00460.00690.00920.01150.0080.0070.0100.0090.0060.0091. Xeon Gold 5220R: $1726 reported cost.2. 2 x Xeon Gold 5220R: $3452 reported cost.3. Xeon Gold 6226R: $1451 reported cost.4. 2 x Xeon Gold 6226R: $2902 reported cost.5. EPYC 7502P: $2479 reported cost.6. 2 x EPYC 7352: $3016 reported cost.

Phoronix Test Suite v10.8.4