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&grt&sro.

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 Benchmarksbasis: UASTC Level 3build2: Time To Compiledav1d: Summer Nature 4Kdav1d: Summer Nature 1080pdav1d: Chimera 1080p 10-bitgromacs: Water Benchmarkhpcg: himeno: Poisson Pressure Solverjohn-the-ripper: Blowfishmlpack: scikit_icamlpack: scikit_svmmlpack: scikit_linearridgeregressionnettle: aes256nettle: chachanettle: sha512numpy: phpbench: PHP Benchmark Suitepybench: Total For Average Test Timespyperformance: floatpyperformance: regex_compilepyperformance: django_templatescikit-learn: build-linux-kernel: Time To Compilebuild-llvm: Time To Compilemrbayes: Primate 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 6258RGraviton2Graviton46.70891.641160.59274.9858.0513.35293398.3974552554768.1917.822.256133.911020.093485.86313.76629690111411416847.110.11259.012430.426134.48327.98172.151177.89321.8470.8125.63033404.6908615132477.4117.922.396159.211024.975489.15300.73631283110011316747.310.45836.699286.782134.92844.94388.977170.07307.7562.3213.95813401.1571352712661.8217.921.936161.421024.992488.81318.87632431110311516847.39.92457.772433.191123.70227.22670.608203.10358.6273.9526.59103410.3839385348574.6317.772.086157.491025.384489.42304.16632601110411316747.110.44936.595279.682124.25830.68974.118199.08323.2065.4014.90973510.2051594286467.3617.191.676313.161051.111501.98330.33649164107610916446.29.12740.898308.741128.84819.88562.776221.31409.8885.1428.85423514.6041068408463.3517.191.826320.001051.936500.98321.82649693107310916445.99.39227.309221.515129.98625.14271.558260.52547.08110.7115.10563883.4751364359368.9114.761.814727.65760.212484.24314.28526537115513720359.310.61837.014287.12793.63921.05870.287261.12566.85125.0328.40073647.3335816014670.2816.502.294445.94714.461455.36296.14485243123014621663.411.53130.876248.568102.29117.34064.693296.06649.45137.1233.92073783.1810418373765.6017.231.954652.83748.575476.65307.69515758117013921060.810.91325.983217.74397.78033.53169.542222.23501.21110.8817.74444370.1328472634953.2612.861.785499.49884.925563.39366.1660462798711817349.19.57143.909328.76472.14620.48358.185263.77618.87131.6633.51824303.7224895252567.4812.991.955505.70884.591563.07364.8660697099711917550.09.88828.063217.82672.09317.69664.682302.35658.09139.8728.79703777.6657037927364.2716.391.974724.39760.062483.85310.54516902115513720460.110.78826.617224.563103.91417.76063.786336.08691.02142.981.07317.16213820.8891347494457.6914.581.664798.93771.42491.54317.39527173113513519957.610.46326.500223.876106.58769.080113.847132.86320.9179.801.11312.70083864.6475431149357.6114.662.584801.24771.543490.29329.14527259113513520256.510.89487.747647.29982.18438.59480.657167.36388.4687.771.67623.06473712.1609822295768.6216.422.234791.16771.733491.04326.72529981113813520256.710.82349.962368.99082.66660.11598.780152.02373.2895.141.24413.22474244.5433661317953.1312.942.255498.43884.714563.45368.0860232899411917649.09.74276.783570.97272.18533.73770.676193.94467.44105.181.76224.86434225.8753162631460.7513.101.995499.84884.434563.59370.1460967399411917749.79.73543.740332.00972.01826.50666.248287.41660.54121.952.16716.93634212.8927673683161.9313.541.695214.50839.577534.18348.71572134106512518553.39.92837.003282.56479.65017.16958.284314.80752.02158.212.02832.36024118.0140407309561.5413.701.845220.70839.487534.86347.12560990104512518453.210.12524.603202.13379.37313.16460.909322.35767.92183.960.24334.04853861.37821014512955.1815.951.764795.51771.423491.47323.70527208115313520458.410.53320.203195.880108.87266.381105.598149.90369.4868.551.24510.33213890.9330141675150.0915.722.077100.351183.153563.82367.4472981995596.614540.98.52580.489609.86279.60537.23473.353184.99310.8462.162.44119.97643934.5649313326955.5415.471.747111.121182.027564.54360.0173195295696.514540.78.81946.936353.75679.44530.44673.559199.38325.1065.282.78214.78493515.8223374295267.3617.111.666305.781042.682498.99337.46643737107610916446.09.28340.622306.990109.11119.71463.048223.17402.9785.205.44928.87833526.7744558424063.3817.331.786322.321044.815500.75325.69647832107310916346.19.45227.178219.982111.15721.18986.154239.07652.84332.112.76121.43372904.94077643349111.9023.711.762783.66450.211380.06194.36396410170217521373.614.03586.664311.080256.97963.00194.113.8379775071716.54327.107285.93437.481OpenBenchmarking.org

Basis Universal

Settings: UASTC Level 3

OpenBenchmarking.orgSeconds, Fewer Is BetterBasis Universal 1.12Settings: UASTC Level 32 x EPYC 72622 x EPYC 73522 x EPYC 74522 x EPYC 75322 x EPYC 77422 x EPYC 7F322 x EPYC 7F522 x EPYC 7F722 x Xeon Gold 5220R2 x Xeon Gold 6226R2 x Xeon Gold 62502 x Xeon Gold 6258R2 x Xeon Platinum 8280EPYC 7262EPYC 7502PEPYC 7742EPYC 7F32EPYC 7F52EPYC 7F72Graviton2Xeon Gold 5220RXeon Gold 6226RXeon Gold 6250Xeon Gold 6258RXeon Platinum 82801530456075SE +/- 0.02, N = 3SE +/- 0.03, N = 3SE +/- 0.04, N = 3SE +/- 0.02, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.05, N = 3SE +/- 0.04, N = 3SE +/- 0.02, N = 3SE +/- 0.02, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.04, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 338.5921.0617.7017.3413.1633.7420.4817.1727.9827.2337.2319.7119.8969.0825.1417.7660.1233.5326.5121.1946.7144.9466.3830.4530.691. (CXX) g++ options: -std=c++11 -fvisibility=hidden -fPIC -fno-strict-aliasing -O3 -rdynamic -lm -lpthread

Basis Universal

Performance / Cost - Settings: UASTC Level 3

OpenBenchmarking.orgSeconds x Dollar, Fewer Is BetterBasis Universal 1.12Performance / Cost - Settings: UASTC Level 32 x EPYC 73522 x Xeon Gold 5220R2 x Xeon Gold 6226REPYC 7502PXeon Gold 5220RXeon Gold 6226R20K40K60K80K100K63510.9396590.4179009.8562327.0280618.0165212.291. 2 x EPYC 7352: $3016 reported cost.2. 2 x Xeon Gold 5220R: $3452 reported cost.3. 2 x Xeon Gold 6226R: $2902 reported cost.4. EPYC 7502P: $2479 reported cost.5. Xeon Gold 5220R: $1726 reported cost.6. Xeon Gold 6226R: $1451 reported cost.

Build2

Time To Compile

OpenBenchmarking.orgSeconds, Fewer Is BetterBuild2 0.12Time To Compile2 x EPYC 72622 x EPYC 73522 x EPYC 74522 x EPYC 75322 x EPYC 77422 x EPYC 7F322 x EPYC 7F522 x EPYC 7F722 x Xeon Gold 5220R2 x Xeon Gold 6226R2 x Xeon Gold 62502 x Xeon Gold 6258R2 x Xeon Platinum 8280EPYC 7262EPYC 7502PEPYC 7742EPYC 7F32EPYC 7F52EPYC 7F72Graviton2Xeon Gold 5220RXeon Gold 6226RXeon Gold 6250Xeon Gold 6258RXeon Platinum 8280306090120150SE +/- 0.03, N = 3SE +/- 0.17, N = 3SE +/- 0.07, N = 3SE +/- 0.31, N = 3SE +/- 0.52, N = 3SE +/- 0.22, N = 3SE +/- 0.15, N = 3SE +/- 0.19, N = 3SE +/- 0.13, N = 3SE +/- 0.09, N = 3SE +/- 0.32, N = 3SE +/- 0.38, N = 3SE +/- 0.09, N = 3SE +/- 0.79, N = 3SE +/- 0.15, N = 3SE +/- 0.26, N = 3SE +/- 0.54, N = 3SE +/- 0.08, N = 3SE +/- 0.08, N = 3SE +/- 0.27, N = 3SE +/- 0.15, N = 3SE +/- 0.05, N = 3SE +/- 1.16, N = 3SE +/- 0.12, N = 3SE +/- 0.13, N = 380.6670.2964.6864.6960.9170.6858.1958.2872.1570.6173.3563.0562.78113.8571.5663.7998.7869.5466.2586.1591.6488.98105.6073.5674.12

Build2

Performance / Cost - Time To Compile

OpenBenchmarking.orgSeconds x Dollar, Fewer Is BetterBuild2 0.12Performance / Cost - Time To Compile2 x EPYC 73522 x Xeon Gold 5220R2 x Xeon Gold 6226REPYC 7502PXeon Gold 5220RXeon Gold 6226R50K100K150K200K250K211985.59249065.25204904.42177392.28158172.37129105.631. 2 x EPYC 7352: $3016 reported cost.2. 2 x Xeon Gold 5220R: $3452 reported cost.3. 2 x Xeon Gold 6226R: $2902 reported cost.4. EPYC 7502P: $2479 reported cost.5. Xeon Gold 5220R: $1726 reported cost.6. Xeon Gold 6226R: $1451 reported cost.

dav1d

Video Input: Summer Nature 4K

OpenBenchmarking.orgFPS, More Is Betterdav1d 0.6.0Video Input: Summer Nature 4K2 x EPYC 72622 x EPYC 73522 x EPYC 74522 x EPYC 75322 x EPYC 77422 x EPYC 7F322 x EPYC 7F522 x EPYC 7F722 x Xeon Gold 5220R2 x Xeon Gold 6226R2 x Xeon Gold 62502 x Xeon Gold 6258R2 x Xeon Platinum 8280EPYC 7262EPYC 7502PEPYC 7742EPYC 7F32EPYC 7F52EPYC 7F72GravitonGraviton2Xeon Gold 5220RXeon Gold 6226RXeon Gold 6250Xeon Gold 6258RXeon Platinum 828070140210280350SE +/- 0.25, N = 3SE +/- 0.59, N = 3SE +/- 0.68, N = 3SE +/- 1.32, N = 3SE +/- 0.94, N = 3SE +/- 0.42, N = 3SE +/- 1.17, N = 3SE +/- 0.63, N = 3SE +/- 0.84, N = 3SE +/- 1.66, N = 3SE +/- 1.03, N = 3SE +/- 0.81, N = 3SE +/- 3.68, N = 3SE +/- 0.31, N = 3SE +/- 0.07, N = 3SE +/- 1.82, N = 3SE +/- 0.25, N = 3SE +/- 0.42, N = 3SE +/- 1.01, N = 3SE +/- 0.02, N = 3SE +/- 0.10, N = 3SE +/- 0.78, N = 3SE +/- 1.20, N = 3SE +/- 0.24, N = 3SE +/- 2.58, N = 3SE +/- 1.15, N = 3167.36261.12302.35296.06322.35193.94263.77314.80177.89203.10184.99223.17221.31132.86260.52336.08152.02222.23287.4163.00239.07160.59170.07149.90199.38199.081. (CC) gcc options: -pthread

dav1d

Video Input: Summer Nature 1080p

OpenBenchmarking.orgFPS, More Is Betterdav1d 0.6.0Video Input: Summer Nature 1080p2 x EPYC 72622 x EPYC 73522 x EPYC 74522 x EPYC 75322 x EPYC 77422 x EPYC 7F322 x EPYC 7F522 x EPYC 7F722 x Xeon Gold 5220R2 x Xeon Gold 6226R2 x Xeon Gold 62502 x Xeon Gold 6258R2 x Xeon Platinum 8280EPYC 7262EPYC 7502PEPYC 7742EPYC 7F32EPYC 7F52EPYC 7F72GravitonGraviton2Xeon Gold 5220RXeon Gold 6226RXeon Gold 6250Xeon Gold 6258RXeon Platinum 8280170340510680850SE +/- 0.31, N = 3SE +/- 1.17, N = 3SE +/- 6.54, N = 3SE +/- 1.70, N = 3SE +/- 4.57, N = 3SE +/- 1.53, N = 3SE +/- 1.41, N = 3SE +/- 3.23, N = 3SE +/- 3.79, N = 6SE +/- 1.84, N = 3SE +/- 0.55, N = 3SE +/- 3.87, N = 15SE +/- 3.74, N = 15SE +/- 1.15, N = 3SE +/- 0.35, N = 3SE +/- 4.71, N = 3SE +/- 0.36, N = 3SE +/- 0.59, N = 3SE +/- 2.25, N = 3SE +/- 0.26, N = 3SE +/- 2.65, N = 3SE +/- 2.31, N = 3SE +/- 0.97, N = 3SE +/- 5.46, N = 4SE +/- 0.93, N = 3SE +/- 0.52, N = 3388.46566.85658.09649.45767.92467.44618.87752.02321.84358.62310.84402.97409.88320.91547.08691.02373.28501.21660.54194.11652.84274.98307.75369.48325.10323.201. (CC) gcc options: -pthread

dav1d

Video Input: Chimera 1080p 10-bit

OpenBenchmarking.orgFPS, More Is Betterdav1d 0.6.0Video Input: Chimera 1080p 10-bit2 x EPYC 72622 x EPYC 73522 x EPYC 74522 x EPYC 75322 x EPYC 77422 x EPYC 7F322 x EPYC 7F522 x EPYC 7F722 x Xeon Gold 5220R2 x Xeon Gold 6226R2 x Xeon Gold 62502 x Xeon Gold 6258R2 x Xeon Platinum 8280EPYC 7262EPYC 7502PEPYC 7742EPYC 7F32EPYC 7F52EPYC 7F72Graviton2Xeon Gold 5220RXeon Gold 6226RXeon Gold 6250Xeon Gold 6258RXeon Platinum 828070140210280350SE +/- 0.04, N = 3SE +/- 0.21, N = 3SE +/- 0.07, N = 3SE +/- 0.43, N = 3SE +/- 0.43, N = 3SE +/- 0.18, N = 3SE +/- 0.22, N = 3SE +/- 0.34, N = 3SE +/- 0.47, N = 3SE +/- 0.16, N = 3SE +/- 0.13, N = 3SE +/- 0.23, N = 3SE +/- 0.07, N = 3SE +/- 0.11, N = 3SE +/- 0.18, N = 3SE +/- 0.19, N = 3SE +/- 0.11, N = 3SE +/- 0.25, N = 3SE +/- 0.04, N = 3SE +/- 0.04, N = 3SE +/- 0.14, N = 3SE +/- 0.24, N = 3SE +/- 0.28, N = 3SE +/- 0.15, N = 3SE +/- 0.12, N = 387.77125.03139.87137.12183.96105.18131.66158.2170.8173.9562.1685.2085.1479.80110.71142.9895.14110.88121.95332.1158.0562.3268.5565.2865.401. (CC) gcc options: -pthread

dav1d

Performance / Cost - Video Input: Summer Nature 4K

OpenBenchmarking.orgFPS Per Dollar, More Is Betterdav1d 0.6.0Performance / Cost - Video Input: Summer Nature 4K2 x EPYC 73522 x Xeon Gold 5220R2 x Xeon Gold 6226REPYC 7502PXeon Gold 5220RXeon Gold 6226R0.02630.05260.07890.10520.13150.0870.0520.0700.1050.0930.1171. 2 x EPYC 7352: $3016 reported cost.2. 2 x Xeon Gold 5220R: $3452 reported cost.3. 2 x Xeon Gold 6226R: $2902 reported cost.4. EPYC 7502P: $2479 reported cost.5. Xeon Gold 5220R: $1726 reported cost.6. Xeon Gold 6226R: $1451 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 1080p2 x EPYC 73522 x Xeon Gold 5220R2 x Xeon Gold 6226REPYC 7502PXeon Gold 5220RXeon Gold 6226R0.04970.09940.14910.19880.24850.1880.0930.1240.2210.1590.2121. 2 x EPYC 7352: $3016 reported cost.2. 2 x Xeon Gold 5220R: $3452 reported cost.3. 2 x Xeon Gold 6226R: $2902 reported cost.4. EPYC 7502P: $2479 reported cost.5. Xeon Gold 5220R: $1726 reported cost.6. Xeon Gold 6226R: $1451 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-bit2 x EPYC 73522 x Xeon Gold 5220R2 x Xeon Gold 6226REPYC 7502PXeon Gold 5220RXeon Gold 6226R0.01010.02020.03030.04040.05050.0410.0210.0250.0450.0340.0431. 2 x EPYC 7352: $3016 reported cost.2. 2 x Xeon Gold 5220R: $3452 reported cost.3. 2 x Xeon Gold 6226R: $2902 reported cost.4. EPYC 7502P: $2479 reported cost.5. Xeon Gold 5220R: $1726 reported cost.6. Xeon Gold 6226R: $1451 reported cost.

GROMACS

Water Benchmark

OpenBenchmarking.orgNs Per Day, More Is BetterGROMACS 2020.1Water Benchmark2 x EPYC 72622 x EPYC 77422 x EPYC 7F322 x EPYC 7F722 x Xeon Gold 62502 x Xeon Gold 6258REPYC 7262EPYC 7742EPYC 7F32EPYC 7F72Graviton2Xeon Gold 6250Xeon Gold 6258R1.2262.4523.6784.9046.13SE +/- 0.004, N = 3SE +/- 0.007, N = 9SE +/- 0.015, N = 3SE +/- 0.011, N = 3SE +/- 0.006, N = 3SE +/- 0.006, N = 3SE +/- 0.000, N = 3SE +/- 0.071, N = 11SE +/- 0.005, N = 3SE +/- 0.020, N = 3SE +/- 0.001, N = 3SE +/- 0.001, N = 3SE +/- 0.004, N = 31.6760.2431.7622.0282.4415.4491.1131.0731.2442.1672.7611.2452.7821. (CXX) g++ options: -O3 -pthread -lrt -lpthread -lm

High Performance Conjugate Gradient

OpenBenchmarking.orgGFLOP/s, More Is BetterHigh Performance Conjugate Gradient 3.12 x EPYC 72622 x EPYC 73522 x EPYC 74522 x EPYC 75322 x EPYC 77422 x EPYC 7F322 x EPYC 7F522 x EPYC 7F722 x Xeon Gold 5220R2 x Xeon Gold 6226R2 x Xeon Gold 62502 x Xeon Gold 6258R2 x Xeon Platinum 8280EPYC 7262EPYC 7502PEPYC 7742EPYC 7F32EPYC 7F52EPYC 7F72GravitonGraviton2Xeon Gold 5220RXeon Gold 6226RXeon Gold 6250Xeon Gold 6258RXeon Platinum 8280816243240SE +/- 0.09607, N = 3SE +/- 0.05862, N = 3SE +/- 0.08663, N = 3SE +/- 0.17319, N = 3SE +/- 0.06979, N = 3SE +/- 0.23050, N = 3SE +/- 0.02538, N = 3SE +/- 0.21254, N = 3SE +/- 0.15366, N = 3SE +/- 0.12533, N = 3SE +/- 0.06704, N = 3SE +/- 0.06820, N = 3SE +/- 0.24605, N = 3SE +/- 0.03786, N = 3SE +/- 0.01442, N = 3SE +/- 0.02692, N = 3SE +/- 0.00675, N = 3SE +/- 0.08558, N = 3SE +/- 0.09429, N = 3SE +/- 0.00359, N = 3SE +/- 0.02083, N = 3SE +/- 0.08231, N = 3SE +/- 0.02780, N = 3SE +/- 0.06010, N = 3SE +/- 0.09544, N = 3SE +/- 0.04073, N = 323.0647028.4007028.7970033.9207034.0485024.8643033.5182032.3602025.6303026.5910019.9764028.8783028.8542012.7008015.1056017.1621013.2247017.7444016.936303.8379721.4337013.3529013.9581010.3321014.7849014.909701. (CXX) g++ options: -O3 -ffast-math -ftree-vectorize -pthread -lmpi_cxx -lmpi

High Performance Conjugate Gradient

Performance / Cost -

OpenBenchmarking.orgGFLOP/s Per Dollar, More Is BetterHigh Performance Conjugate Gradient 3.1Performance / Cost -2 x EPYC 73522 x Xeon Gold 5220R2 x Xeon Gold 6226REPYC 7502PXeon Gold 5220RXeon Gold 6226R0.00230.00460.00690.00920.01150.0090.0070.0090.0060.0080.0101. 2 x EPYC 7352: $3016 reported cost.2. 2 x Xeon Gold 5220R: $3452 reported cost.3. 2 x Xeon Gold 6226R: $2902 reported cost.4. EPYC 7502P: $2479 reported cost.5. Xeon Gold 5220R: $1726 reported cost.6. Xeon Gold 6226R: $1451 reported cost.

Himeno Benchmark

Poisson Pressure Solver

OpenBenchmarking.orgMFLOPS, More Is BetterHimeno Benchmark 3.0Poisson Pressure Solver2 x EPYC 72622 x EPYC 73522 x EPYC 74522 x EPYC 75322 x EPYC 77422 x EPYC 7F322 x EPYC 7F522 x EPYC 7F722 x Xeon Gold 5220R2 x Xeon Gold 6226R2 x Xeon Gold 62502 x Xeon Gold 6258R2 x Xeon Platinum 8280EPYC 7262EPYC 7502PEPYC 7742EPYC 7F32EPYC 7F52EPYC 7F72Graviton2Xeon Gold 5220RXeon Gold 6226RXeon Gold 6250Xeon Gold 6258RXeon Platinum 82809001800270036004500SE +/- 40.10, N = 15SE +/- 40.64, N = 3SE +/- 38.94, N = 3SE +/- 16.97, N = 3SE +/- 44.66, N = 3SE +/- 42.03, N = 15SE +/- 51.50, N = 3SE +/- 55.09, N = 3SE +/- 5.10, N = 3SE +/- 0.77, N = 3SE +/- 2.78, N = 3SE +/- 0.40, N = 3SE +/- 5.39, N = 3SE +/- 52.48, N = 3SE +/- 22.45, N = 3SE +/- 38.43, N = 3SE +/- 64.12, N = 3SE +/- 50.12, N = 6SE +/- 52.88, N = 3SE +/- 11.59, N = 3SE +/- 1.90, N = 3SE +/- 1.26, N = 3SE +/- 6.98, N = 3SE +/- 1.44, N = 3SE +/- 4.11, N = 33712.163647.333777.673783.183861.384225.884303.724118.013404.693410.383934.563526.773514.603864.653883.483820.894244.544370.134212.892904.943398.403401.163890.933515.823510.211. (CC) gcc options: -O3

Himeno Benchmark

Performance / Cost - Poisson Pressure Solver

OpenBenchmarking.orgMFLOPS Per Dollar, More Is BetterHimeno Benchmark 3.0Performance / Cost - Poisson Pressure Solver2 x EPYC 73522 x Xeon Gold 5220R2 x Xeon Gold 6226REPYC 7502PXeon Gold 5220RXeon Gold 6226R0.52741.05481.58222.10962.6371.2090.9861.1751.5671.9692.3441. 2 x EPYC 7352: $3016 reported cost.2. 2 x Xeon Gold 5220R: $3452 reported cost.3. 2 x Xeon Gold 6226R: $2902 reported cost.4. EPYC 7502P: $2479 reported cost.5. Xeon Gold 5220R: $1726 reported cost.6. Xeon Gold 6226R: $1451 reported cost.

John The Ripper

Test: Blowfish

OpenBenchmarking.orgReal C/S, More Is BetterJohn The Ripper 1.9.0-jumbo-1Test: Blowfish2 x EPYC 72622 x EPYC 73522 x EPYC 74522 x EPYC 75322 x EPYC 77422 x EPYC 7F322 x EPYC 7F522 x EPYC 7F722 x Xeon Gold 5220R2 x Xeon Gold 6226R2 x Xeon Gold 62502 x Xeon Gold 6258R2 x Xeon Platinum 8280EPYC 7262EPYC 7502PEPYC 7742EPYC 7F32EPYC 7F52EPYC 7F72GravitonGraviton2Xeon Gold 5220RXeon Gold 6226RXeon Gold 6250Xeon Gold 6258RXeon Platinum 828030K60K90K120K150KSE +/- 6.00, N = 3SE +/- 241.14, N = 3SE +/- 60.01, N = 3SE +/- 109.22, N = 3SE +/- 636.72, N = 3SE +/- 16.44, N = 3SE +/- 89.36, N = 3SE +/- 12.50, N = 3SE +/- 111.31, N = 3SE +/- 64.71, N = 3SE +/- 374.03, N = 3SE +/- 700.53, N = 3SE +/- 1.53, N = 3SE +/- 5.00, N = 3SE +/- 13.00, N = 3SE +/- 1.67, N = 3SE +/- 3.00, N = 3SE +/- 32.93, N = 3SE +/- 4.33, N = 3SE +/- 23.80, N = 3SE +/- 77.98, N = 3SE +/- 60.93, N = 3SE +/- 43.39, N = 3SE +/- 56.88, N = 3SE +/- 99.39, N = 322957601467927383737145129263145252573095513245348533269842408408411493435937494413179263493683175074334925547271261675142952428641. (CC) gcc options: -lssl -lcrypto -fopenmp -pthread -lm -lz -ldl -lcrypt

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: Blowfish2 x EPYC 73522 x Xeon Gold 5220R2 x Xeon Gold 6226REPYC 7502PXeon Gold 5220RXeon Gold 6226R51015202519.9414.8718.4317.5914.8018.701. 2 x EPYC 7352: $3016 reported cost.2. 2 x Xeon Gold 5220R: $3452 reported cost.3. 2 x Xeon Gold 6226R: $2902 reported cost.4. EPYC 7502P: $2479 reported cost.5. Xeon Gold 5220R: $1726 reported cost.6. Xeon Gold 6226R: $1451 reported cost.

Mlpack Benchmark

Benchmark: scikit_ica

OpenBenchmarking.orgSeconds, Fewer Is BetterMlpack BenchmarkBenchmark: scikit_ica2 x EPYC 72622 x EPYC 73522 x EPYC 74522 x EPYC 75322 x EPYC 77422 x EPYC 7F322 x EPYC 7F522 x EPYC 7F722 x Xeon Gold 5220R2 x Xeon Gold 6226R2 x Xeon Gold 62502 x Xeon Gold 6258R2 x Xeon Platinum 8280EPYC 7262EPYC 7502PEPYC 7742EPYC 7F32EPYC 7F52EPYC 7F72Graviton2Xeon Gold 5220RXeon Gold 6226RXeon Gold 6250Xeon Gold 6258RXeon Platinum 8280306090120150SE +/- 0.87, N = 4SE +/- 0.13, N = 3SE +/- 0.45, N = 3SE +/- 0.32, N = 3SE +/- 0.38, N = 3SE +/- 0.81, N = 3SE +/- 0.55, N = 3SE +/- 0.64, N = 3SE +/- 1.07, N = 4SE +/- 0.30, N = 3SE +/- 0.79, N = 3SE +/- 0.15, N = 3SE +/- 0.59, N = 3SE +/- 0.68, N = 3SE +/- 0.48, N = 3SE +/- 0.25, N = 3SE +/- 0.61, N = 3SE +/- 0.50, N = 3SE +/- 0.71, N = 3SE +/- 1.27, N = 3SE +/- 0.25, N = 3SE +/- 0.45, N = 3SE +/- 0.30, N = 3SE +/- 0.13, N = 3SE +/- 0.21, N = 368.6270.2864.2765.6055.1860.7567.4861.5477.4174.6355.5463.3863.3557.6168.9157.6953.1353.2661.93111.9068.1961.8250.0967.3667.36

Mlpack Benchmark

Benchmark: scikit_svm

OpenBenchmarking.orgSeconds, Fewer Is BetterMlpack BenchmarkBenchmark: scikit_svm2 x EPYC 72622 x EPYC 73522 x EPYC 74522 x EPYC 75322 x EPYC 77422 x EPYC 7F322 x EPYC 7F522 x EPYC 7F722 x Xeon Gold 5220R2 x Xeon Gold 6226R2 x Xeon Gold 62502 x Xeon Gold 6258R2 x Xeon Platinum 8280EPYC 7262EPYC 7502PEPYC 7742EPYC 7F32EPYC 7F52EPYC 7F72Graviton2Xeon Gold 5220RXeon Gold 6226RXeon Gold 6250Xeon Gold 6258RXeon Platinum 8280612182430SE +/- 0.25, N = 15SE +/- 0.32, N = 15SE +/- 0.31, N = 15SE +/- 0.20, N = 3SE +/- 0.33, N = 15SE +/- 0.08, N = 3SE +/- 0.05, N = 3SE +/- 0.04, N = 3SE +/- 0.04, N = 3SE +/- 0.13, N = 3SE +/- 0.07, N = 3SE +/- 0.11, N = 3SE +/- 0.09, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.05, N = 3SE +/- 0.00, N = 3SE +/- 0.04, N = 3SE +/- 0.07, N = 3SE +/- 0.02, N = 3SE +/- 0.09, N = 3SE +/- 0.00, N = 3SE +/- 0.04, N = 3SE +/- 0.04, N = 3SE +/- 0.07, N = 316.4216.5016.3917.2315.9513.1012.9913.7017.9217.7715.4717.3317.1914.6614.7614.5812.9412.8613.5423.7117.8217.9215.7217.1117.19

Mlpack Benchmark

Benchmark: scikit_linearridgeregression

OpenBenchmarking.orgSeconds, Fewer Is BetterMlpack BenchmarkBenchmark: scikit_linearridgeregression2 x EPYC 72622 x EPYC 73522 x EPYC 74522 x EPYC 75322 x EPYC 77422 x EPYC 7F322 x EPYC 7F522 x EPYC 7F722 x Xeon Gold 5220R2 x Xeon Gold 6226R2 x Xeon Gold 62502 x Xeon Gold 6258R2 x Xeon Platinum 8280EPYC 7262EPYC 7502PEPYC 7742EPYC 7F32EPYC 7F52EPYC 7F72Graviton2Xeon Gold 5220RXeon Gold 6226RXeon Gold 6250Xeon Gold 6258RXeon Platinum 82800.58051.1611.74152.3222.9025SE +/- 0.04, N = 3SE +/- 0.06, N = 14SE +/- 0.03, N = 3SE +/- 0.03, N = 15SE +/- 0.04, N = 15SE +/- 0.02, N = 15SE +/- 0.02, N = 8SE +/- 0.03, N = 3SE +/- 0.06, N = 12SE +/- 0.04, N = 15SE +/- 0.02, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.02, N = 15SE +/- 0.02, N = 3SE +/- 0.02, N = 32.232.291.971.951.761.991.951.842.392.081.741.781.822.581.811.662.251.781.691.762.251.932.071.661.67

Mlpack Benchmark

Performance / Cost - Benchmark: scikit_ica

OpenBenchmarking.orgSeconds x Dollar, Fewer Is BetterMlpack BenchmarkPerformance / Cost - Benchmark: scikit_ica2 x EPYC 73522 x Xeon Gold 5220R2 x Xeon Gold 6226REPYC 7502PXeon Gold 5220RXeon Gold 6226R60K120K180K240K300K211964.48267219.32216576.26170827.89117695.9489700.821. 2 x EPYC 7352: $3016 reported cost.2. 2 x Xeon Gold 5220R: $3452 reported cost.3. 2 x Xeon Gold 6226R: $2902 reported cost.4. EPYC 7502P: $2479 reported cost.5. Xeon Gold 5220R: $1726 reported cost.6. Xeon Gold 6226R: $1451 reported cost.

Mlpack Benchmark

Performance / Cost - Benchmark: scikit_svm

OpenBenchmarking.orgSeconds x Dollar, Fewer Is BetterMlpack BenchmarkPerformance / Cost - Benchmark: scikit_svm2 x EPYC 73522 x Xeon Gold 5220R2 x Xeon Gold 6226REPYC 7502PXeon Gold 5220RXeon Gold 6226R13K26K39K52K65K49764.0061859.8451568.5436590.0430757.3226001.921. 2 x EPYC 7352: $3016 reported cost.2. 2 x Xeon Gold 5220R: $3452 reported cost.3. 2 x Xeon Gold 6226R: $2902 reported cost.4. EPYC 7502P: $2479 reported cost.5. Xeon Gold 5220R: $1726 reported cost.6. Xeon Gold 6226R: $1451 reported cost.

Mlpack Benchmark

Performance / Cost - Benchmark: scikit_linearridgeregression

OpenBenchmarking.orgSeconds x Dollar, Fewer Is BetterMlpack BenchmarkPerformance / Cost - Benchmark: scikit_linearridgeregression2 x EPYC 73522 x Xeon Gold 5220R2 x Xeon Gold 6226REPYC 7502PXeon Gold 5220RXeon Gold 6226R2K4K6K8K10K6906.648250.286036.164486.993883.502800.431. 2 x EPYC 7352: $3016 reported cost.2. 2 x Xeon Gold 5220R: $3452 reported cost.3. 2 x Xeon Gold 6226R: $2902 reported cost.4. EPYC 7502P: $2479 reported cost.5. Xeon Gold 5220R: $1726 reported cost.6. Xeon Gold 6226R: $1451 reported cost.

Nettle

Test: aes256

OpenBenchmarking.orgMbyte/s, More Is BetterNettle 3.5.1Test: aes2562 x EPYC 72622 x EPYC 73522 x EPYC 74522 x EPYC 75322 x EPYC 77422 x EPYC 7F322 x EPYC 7F522 x EPYC 7F722 x Xeon Gold 5220R2 x Xeon Gold 6226R2 x Xeon Gold 62502 x Xeon Gold 6258R2 x Xeon Platinum 8280EPYC 7262EPYC 7502PEPYC 7742EPYC 7F32EPYC 7F52EPYC 7F72GravitonGraviton2Xeon Gold 5220RXeon Gold 6226RXeon Gold 6250Xeon Gold 6258RXeon Platinum 828015003000450060007500SE +/- 6.24, N = 3SE +/- 0.92, N = 3SE +/- 3.07, N = 3SE +/- 3.15, N = 3SE +/- 2.91, N = 3SE +/- 2.26, N = 3SE +/- 1.29, N = 3SE +/- 1.62, N = 3SE +/- 2.26, N = 3SE +/- 8.42, N = 3SE +/- 1.42, N = 3SE +/- 4.25, N = 3SE +/- 3.29, N = 3SE +/- 1.11, N = 3SE +/- 1.59, N = 3SE +/- 3.64, N = 3SE +/- 0.77, N = 3SE +/- 2.02, N = 3SE +/- 0.97, N = 3SE +/- 3.89, N = 3SE +/- 0.28, N = 3SE +/- 2.03, N = 3SE +/- 6.01, N = 3SE +/- 4.70, N = 3SE +/- 5.03, N = 3SE +/- 7.98, N = 34791.164445.944724.394652.834795.515499.845505.705220.706159.216157.497111.126322.326320.004801.244727.654798.935498.435499.495214.501716.542783.666133.916161.427100.356305.786313.161. (CC) gcc options: -O2 -ggdb3 -lnettle -lm -lcrypto

Nettle

Test: chacha

OpenBenchmarking.orgMbyte/s, More Is BetterNettle 3.5.1Test: chacha2 x EPYC 72622 x EPYC 73522 x EPYC 74522 x EPYC 75322 x EPYC 77422 x EPYC 7F322 x EPYC 7F522 x EPYC 7F722 x Xeon Gold 5220R2 x Xeon Gold 6226R2 x Xeon Gold 62502 x Xeon Gold 6258R2 x Xeon Platinum 8280EPYC 7262EPYC 7502PEPYC 7742EPYC 7F32EPYC 7F52EPYC 7F72GravitonGraviton2Xeon Gold 5220RXeon Gold 6226RXeon Gold 6250Xeon Gold 6258RXeon Platinum 828030060090012001500SE +/- 0.02, N = 3SE +/- 0.05, N = 3SE +/- 0.10, N = 3SE +/- 0.01, N = 3SE +/- 0.06, N = 3SE +/- 0.75, N = 3SE +/- 0.05, N = 3SE +/- 0.10, N = 3SE +/- 0.41, N = 3SE +/- 0.61, N = 3SE +/- 0.53, N = 3SE +/- 5.15, N = 3SE +/- 0.37, N = 3SE +/- 0.11, N = 3SE +/- 0.10, N = 3SE +/- 0.12, N = 3SE +/- 0.12, N = 3SE +/- 0.10, N = 3SE +/- 0.06, N = 3SE +/- 0.44, N = 3SE +/- 0.58, N = 3SE +/- 1.02, N = 3SE +/- 0.49, N = 3SE +/- 0.06, N = 3SE +/- 0.99, N = 3SE +/- 0.86, N = 3771.73714.46760.06748.58771.42884.43884.59839.491024.981025.381182.031044.821051.94771.54760.21771.42884.71884.93839.58327.11450.211020.091024.991183.151042.681051.111. (CC) gcc options: -O2 -ggdb3 -lnettle -lm -lcrypto

Nettle

Test: sha512

OpenBenchmarking.orgMbyte/s, More Is BetterNettle 3.5.1Test: sha5122 x EPYC 72622 x EPYC 73522 x EPYC 74522 x EPYC 75322 x EPYC 77422 x EPYC 7F322 x EPYC 7F522 x EPYC 7F722 x Xeon Gold 5220R2 x Xeon Gold 6226R2 x Xeon Gold 62502 x Xeon Gold 6258R2 x Xeon Platinum 8280EPYC 7262EPYC 7502PEPYC 7742EPYC 7F32EPYC 7F52EPYC 7F72GravitonGraviton2Xeon Gold 5220RXeon Gold 6226RXeon Gold 6250Xeon Gold 6258RXeon Platinum 8280120240360480600SE +/- 0.06, N = 3SE +/- 0.15, N = 3SE +/- 0.33, N = 3SE +/- 0.13, N = 3SE +/- 0.16, N = 3SE +/- 0.05, N = 3SE +/- 0.67, N = 3SE +/- 0.08, N = 3SE +/- 0.19, N = 3SE +/- 0.11, N = 3SE +/- 0.60, N = 3SE +/- 0.35, N = 3SE +/- 0.97, N = 3SE +/- 0.68, N = 3SE +/- 0.06, N = 3SE +/- 0.10, N = 3SE +/- 0.17, N = 3SE +/- 0.07, N = 3SE +/- 0.48, N = 3SE +/- 0.42, N = 3SE +/- 0.03, N = 3SE +/- 1.03, N = 3SE +/- 0.77, N = 3SE +/- 0.61, N = 3SE +/- 1.25, N = 3SE +/- 0.15, N = 3491.04455.36483.85476.65491.47563.59563.07534.86489.15489.42564.54500.75500.98490.29484.24491.54563.45563.39534.18285.93380.06485.86488.81563.82498.99501.981. (CC) gcc options: -O2 -ggdb3 -lnettle -lm -lcrypto

Nettle

Performance / Cost - Test: aes256

OpenBenchmarking.orgMbyte/s Per Dollar, More Is BetterNettle 3.5.1Performance / Cost - Test: aes2562 x EPYC 73522 x Xeon Gold 5220R2 x Xeon Gold 6226REPYC 7502PXeon Gold 5220RXeon Gold 6226R0.95541.91082.86623.82164.7771.4741.7842.1221.9073.5544.2461. 2 x EPYC 7352: $3016 reported cost.2. 2 x Xeon Gold 5220R: $3452 reported cost.3. 2 x Xeon Gold 6226R: $2902 reported cost.4. EPYC 7502P: $2479 reported cost.5. Xeon Gold 5220R: $1726 reported cost.6. Xeon Gold 6226R: $1451 reported cost.

Nettle

Performance / Cost - Test: chacha

OpenBenchmarking.orgMbyte/s Per Dollar, More Is BetterNettle 3.5.1Performance / Cost - Test: chacha2 x EPYC 73522 x Xeon Gold 5220R2 x Xeon Gold 6226REPYC 7502PXeon Gold 5220RXeon Gold 6226R0.15890.31780.47670.63560.79450.2370.2970.3530.3070.5910.7061. 2 x EPYC 7352: $3016 reported cost.2. 2 x Xeon Gold 5220R: $3452 reported cost.3. 2 x Xeon Gold 6226R: $2902 reported cost.4. EPYC 7502P: $2479 reported cost.5. Xeon Gold 5220R: $1726 reported cost.6. Xeon Gold 6226R: $1451 reported cost.

Nettle

Performance / Cost - Test: sha512

OpenBenchmarking.orgMbyte/s Per Dollar, More Is BetterNettle 3.5.1Performance / Cost - Test: sha5122 x EPYC 73522 x Xeon Gold 5220R2 x Xeon Gold 6226REPYC 7502PXeon Gold 5220RXeon Gold 6226R0.07580.15160.22740.30320.3790.1510.1420.1690.1950.2810.3371. 2 x EPYC 7352: $3016 reported cost.2. 2 x Xeon Gold 5220R: $3452 reported cost.3. 2 x Xeon Gold 6226R: $2902 reported cost.4. EPYC 7502P: $2479 reported cost.5. Xeon Gold 5220R: $1726 reported cost.6. Xeon Gold 6226R: $1451 reported cost.

Numpy Benchmark

OpenBenchmarking.orgScore, More Is BetterNumpy Benchmark2 x EPYC 72622 x EPYC 73522 x EPYC 74522 x EPYC 75322 x EPYC 77422 x EPYC 7F322 x EPYC 7F522 x EPYC 7F722 x Xeon Gold 5220R2 x Xeon Gold 6226R2 x Xeon Gold 62502 x Xeon Gold 6258R2 x Xeon Platinum 8280EPYC 7262EPYC 7502PEPYC 7742EPYC 7F32EPYC 7F52EPYC 7F72Graviton2Xeon Gold 5220RXeon Gold 6226RXeon Gold 6250Xeon Gold 6258RXeon Platinum 828080160240320400SE +/- 1.11, N = 3SE +/- 1.21, N = 3SE +/- 1.10, N = 3SE +/- 1.42, N = 3SE +/- 3.56, N = 3SE +/- 1.19, N = 3SE +/- 0.44, N = 3SE +/- 1.23, N = 3SE +/- 0.65, N = 3SE +/- 1.46, N = 3SE +/- 2.10, N = 3SE +/- 0.44, N = 3SE +/- 3.00, N = 3SE +/- 0.54, N = 3SE +/- 1.78, N = 3SE +/- 1.02, N = 3SE +/- 0.84, N = 3SE +/- 0.90, N = 3SE +/- 2.28, N = 3SE +/- 0.82, N = 3SE +/- 3.23, N = 3SE +/- 0.54, N = 3SE +/- 0.23, N = 3SE +/- 0.92, N = 3SE +/- 2.42, N = 3326.72296.14310.54307.69323.70370.14364.86347.12300.73304.16360.01325.69321.82329.14314.28317.39368.08366.16348.71194.36313.76318.87367.44337.46330.33

Numpy Benchmark

Performance / Cost -

OpenBenchmarking.orgScore Per Dollar, More Is BetterNumpy BenchmarkPerformance / Cost -2 x EPYC 73522 x Xeon Gold 5220R2 x Xeon Gold 6226REPYC 7502PXeon Gold 5220RXeon Gold 6226R0.04950.0990.14850.1980.24750.0980.0870.1050.1270.1820.2201. 2 x EPYC 7352: $3016 reported cost.2. 2 x Xeon Gold 5220R: $3452 reported cost.3. 2 x Xeon Gold 6226R: $2902 reported cost.4. EPYC 7502P: $2479 reported cost.5. Xeon Gold 5220R: $1726 reported cost.6. Xeon Gold 6226R: $1451 reported cost.

PHPBench

PHP Benchmark Suite

OpenBenchmarking.orgScore, More Is BetterPHPBench 0.8.1PHP Benchmark Suite2 x EPYC 72622 x EPYC 73522 x EPYC 74522 x EPYC 75322 x EPYC 77422 x EPYC 7F322 x EPYC 7F522 x EPYC 7F722 x Xeon Gold 5220R2 x Xeon Gold 6226R2 x Xeon Gold 62502 x Xeon Gold 6258R2 x Xeon Platinum 8280EPYC 7262EPYC 7502PEPYC 7742EPYC 7F32EPYC 7F52EPYC 7F72Graviton2Xeon Gold 5220RXeon Gold 6226RXeon Gold 6250Xeon Gold 6258RXeon Platinum 8280160K320K480K640K800KSE +/- 3280.96, N = 3SE +/- 1441.15, N = 3SE +/- 1778.87, N = 3SE +/- 544.97, N = 3SE +/- 505.18, N = 3SE +/- 3182.54, N = 3SE +/- 1971.58, N = 3SE +/- 595.15, N = 3SE +/- 914.97, N = 3SE +/- 164.78, N = 3SE +/- 775.32, N = 3SE +/- 2012.26, N = 3SE +/- 884.68, N = 3SE +/- 2423.50, N = 3SE +/- 3270.88, N = 3SE +/- 2376.59, N = 3SE +/- 700.72, N = 3SE +/- 532.88, N = 3SE +/- 1457.16, N = 3SE +/- 1525.52, N = 3SE +/- 862.18, N = 3SE +/- 752.01, N = 3SE +/- 1056.07, N = 3SE +/- 4629.23, N = 3SE +/- 425.09, N = 3529981485243516902515758527208609673606970560990631283632601731952647832649693527259526537527173602328604627572134396410629690632431729819643737649164

PHPBench

Performance / Cost - PHP Benchmark Suite

OpenBenchmarking.orgScore Per Dollar, More Is BetterPHPBench 0.8.1Performance / Cost - PHP Benchmark Suite2 x EPYC 73522 x Xeon Gold 5220R2 x Xeon Gold 6226REPYC 7502PXeon Gold 5220RXeon Gold 6226R90180270360450160.89182.88217.99212.40364.83435.861. 2 x EPYC 7352: $3016 reported cost.2. 2 x Xeon Gold 5220R: $3452 reported cost.3. 2 x Xeon Gold 6226R: $2902 reported cost.4. EPYC 7502P: $2479 reported cost.5. Xeon Gold 5220R: $1726 reported cost.6. Xeon Gold 6226R: $1451 reported cost.

PyBench

Total For Average Test Times

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyBench 2018-02-16Total For Average Test Times2 x EPYC 72622 x EPYC 73522 x EPYC 74522 x EPYC 75322 x EPYC 77422 x EPYC 7F322 x EPYC 7F522 x EPYC 7F722 x Xeon Gold 5220R2 x Xeon Gold 6226R2 x Xeon Gold 62502 x Xeon Gold 6258R2 x Xeon Platinum 8280EPYC 7262EPYC 7502PEPYC 7742EPYC 7F32EPYC 7F52EPYC 7F72Graviton2Xeon Gold 5220RXeon Gold 6226RXeon Gold 6250Xeon Gold 6258RXeon Platinum 8280400800120016002000SE +/- 3.06, N = 3SE +/- 2.96, N = 3SE +/- 7.94, N = 3SE +/- 5.33, N = 3SE +/- 3.38, N = 3SE +/- 6.44, N = 3SE +/- 1.45, N = 3SE +/- 0.67, N = 3SE +/- 1.67, N = 3SE +/- 1.00, N = 3SE +/- 7.33, N = 3SE +/- 1.53, N = 3SE +/- 2.19, N = 3SE +/- 1.53, N = 3SE +/- 1.53, N = 3SE +/- 2.67, N = 3SE +/- 12.17, N = 3SE +/- 3.06, N = 3SE +/- 1.00, N = 3SE +/- 1.20, N = 3SE +/- 1.15, N = 31138123011551170115399499710451100110495610731073113511551135994987106517021114110395510761076

PyBench

Performance / Cost - Total For Average Test Times

OpenBenchmarking.orgMilliseconds x Dollar, Fewer Is BetterPyBench 2018-02-16Performance / Cost - Total For Average Test Times2 x EPYC 73522 x Xeon Gold 5220R2 x Xeon Gold 6226REPYC 7502PXeon Gold 5220RXeon Gold 6226R800K1600K2400K3200K4000K3709680.003797200.003203808.002863245.001922764.001600453.001. 2 x EPYC 7352: $3016 reported cost.2. 2 x Xeon Gold 5220R: $3452 reported cost.3. 2 x Xeon Gold 6226R: $2902 reported cost.4. EPYC 7502P: $2479 reported cost.5. Xeon Gold 5220R: $1726 reported cost.6. Xeon Gold 6226R: $1451 reported cost.

PyPerformance

Benchmark: float

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: float2 x EPYC 72622 x EPYC 73522 x EPYC 74522 x EPYC 75322 x EPYC 77422 x EPYC 7F322 x EPYC 7F522 x EPYC 7F722 x Xeon Gold 5220R2 x Xeon Gold 6226R2 x Xeon Gold 62502 x Xeon Gold 6258R2 x Xeon Platinum 8280EPYC 7262EPYC 7502PEPYC 7742EPYC 7F32EPYC 7F52EPYC 7F72Graviton2Xeon Gold 5220RXeon Gold 6226RXeon Gold 6250Xeon Gold 6258RXeon Platinum 82804080120160200SE +/- 0.33, N = 3SE +/- 0.10, N = 3SE +/- 0.33, N = 3SE +/- 0.00, N = 3135.0146.0137.0139.0135.0119.0119.0125.0113.0113.096.5109.0109.0135.0137.0135.0119.0118.0125.0175.0114.0115.096.6109.0109.0

PyPerformance

Benchmark: regex_compile

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: regex_compile2 x EPYC 72622 x EPYC 73522 x EPYC 74522 x EPYC 75322 x EPYC 77422 x EPYC 7F322 x EPYC 7F522 x EPYC 7F722 x Xeon Gold 5220R2 x Xeon Gold 6226R2 x Xeon Gold 62502 x Xeon Gold 6258R2 x Xeon Platinum 8280EPYC 7262EPYC 7502PEPYC 7742EPYC 7F32EPYC 7F52EPYC 7F72Graviton2Xeon Gold 5220RXeon Gold 6226RXeon Gold 6250Xeon Gold 6258RXeon Platinum 828050100150200250SE +/- 0.33, N = 3SE +/- 0.67, N = 3SE +/- 0.67, N = 3SE +/- 0.33, N = 3SE +/- 0.33, N = 3202216204210204177175184167167145163164202203199176173185213168168145164164

PyPerformance

Benchmark: django_template

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: django_template2 x EPYC 72622 x EPYC 73522 x EPYC 74522 x EPYC 75322 x EPYC 77422 x EPYC 7F322 x EPYC 7F522 x EPYC 7F722 x Xeon Gold 5220R2 x Xeon Gold 6226R2 x Xeon Gold 62502 x Xeon Gold 6258R2 x Xeon Platinum 8280EPYC 7262EPYC 7502PEPYC 7742EPYC 7F32EPYC 7F52EPYC 7F72Graviton2Xeon Gold 5220RXeon Gold 6226RXeon Gold 6250Xeon Gold 6258RXeon Platinum 82801632486480SE +/- 0.54, N = 3SE +/- 0.15, N = 3SE +/- 0.07, N = 3SE +/- 0.19, N = 3SE +/- 0.31, N = 3SE +/- 0.23, N = 3SE +/- 0.07, N = 3SE +/- 0.26, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.00, N = 3SE +/- 0.03, N = 3SE +/- 0.07, N = 3SE +/- 0.22, N = 3SE +/- 0.15, N = 3SE +/- 0.30, N = 3SE +/- 0.09, N = 3SE +/- 0.21, N = 3SE +/- 0.22, N = 3SE +/- 0.00, N = 3SE +/- 0.06, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.06, N = 356.763.460.160.858.449.750.053.247.347.140.746.145.956.559.357.649.049.153.373.647.147.340.946.046.2

PyPerformance

Performance / Cost - Benchmark: float

OpenBenchmarking.orgMilliseconds x Dollar, Fewer Is BetterPyPerformance 1.0.0Performance / Cost - Benchmark: float2 x EPYC 73522 x Xeon Gold 5220R2 x Xeon Gold 6226REPYC 7502PXeon Gold 5220RXeon Gold 6226R90K180K270K360K450K440336.00390076.00327926.00339623.00196764.00166865.001. 2 x EPYC 7352: $3016 reported cost.2. 2 x Xeon Gold 5220R: $3452 reported cost.3. 2 x Xeon Gold 6226R: $2902 reported cost.4. EPYC 7502P: $2479 reported cost.5. Xeon Gold 5220R: $1726 reported cost.6. Xeon Gold 6226R: $1451 reported cost.

PyPerformance

Performance / Cost - Benchmark: regex_compile

OpenBenchmarking.orgMilliseconds x Dollar, Fewer Is BetterPyPerformance 1.0.0Performance / Cost - Benchmark: regex_compile2 x EPYC 73522 x Xeon Gold 5220R2 x Xeon Gold 6226REPYC 7502PXeon Gold 5220RXeon Gold 6226R140K280K420K560K700K651456.00576484.00484634.00503237.00289968.00243768.001. 2 x EPYC 7352: $3016 reported cost.2. 2 x Xeon Gold 5220R: $3452 reported cost.3. 2 x Xeon Gold 6226R: $2902 reported cost.4. EPYC 7502P: $2479 reported cost.5. Xeon Gold 5220R: $1726 reported cost.6. Xeon Gold 6226R: $1451 reported cost.

PyPerformance

Performance / Cost - Benchmark: django_template

OpenBenchmarking.orgMilliseconds x Dollar, Fewer Is BetterPyPerformance 1.0.0Performance / Cost - Benchmark: django_template2 x EPYC 73522 x Xeon Gold 5220R2 x Xeon Gold 6226REPYC 7502PXeon Gold 5220RXeon Gold 6226R40K80K120K160K200K191214.40163279.60136684.20147004.7081294.6068632.301. 2 x EPYC 7352: $3016 reported cost.2. 2 x Xeon Gold 5220R: $3452 reported cost.3. 2 x Xeon Gold 6226R: $2902 reported cost.4. EPYC 7502P: $2479 reported cost.5. Xeon Gold 5220R: $1726 reported cost.6. Xeon Gold 6226R: $1451 reported cost.

Scikit-Learn

OpenBenchmarking.orgSeconds, Fewer Is BetterScikit-Learn 0.22.12 x EPYC 72622 x EPYC 73522 x EPYC 74522 x EPYC 75322 x EPYC 77422 x EPYC 7F322 x EPYC 7F522 x EPYC 7F722 x Xeon Gold 5220R2 x Xeon Gold 6226R2 x Xeon Gold 62502 x Xeon Gold 6258R2 x Xeon Platinum 8280EPYC 7262EPYC 7502PEPYC 7742EPYC 7F32EPYC 7F52EPYC 7F72Graviton2Xeon Gold 5220RXeon Gold 6226RXeon Gold 6250Xeon Gold 6258RXeon Platinum 828048121620SE +/- 0.063, N = 3SE +/- 0.136, N = 6SE +/- 0.049, N = 3SE +/- 0.048, N = 3SE +/- 0.010, N = 3SE +/- 0.014, N = 3SE +/- 0.029, N = 3SE +/- 0.066, N = 3SE +/- 0.024, N = 3SE +/- 0.055, N = 3SE +/- 0.074, N = 3SE +/- 0.122, N = 3SE +/- 0.122, N = 3SE +/- 0.011, N = 3SE +/- 0.011, N = 3SE +/- 0.006, N = 3SE +/- 0.007, N = 3SE +/- 0.016, N = 3SE +/- 0.014, N = 3SE +/- 0.189, N = 3SE +/- 0.034, N = 3SE +/- 0.029, N = 3SE +/- 0.033, N = 3SE +/- 0.089, N = 3SE +/- 0.042, N = 310.82311.53110.78810.91310.5339.7359.88810.12510.45810.4498.8199.4529.39210.89410.61810.4639.7429.5719.92814.03510.1129.9248.5259.2839.127

Scikit-Learn

Performance / Cost -

OpenBenchmarking.orgSeconds x Dollar, Fewer Is BetterScikit-Learn 0.22.1Performance / Cost -2 x EPYC 73522 x Xeon Gold 5220R2 x Xeon Gold 6226REPYC 7502PXeon Gold 5220RXeon Gold 6226R8K16K24K32K40K34777.5036101.0230323.0026322.0217453.3114399.721. 2 x EPYC 7352: $3016 reported cost.2. 2 x Xeon Gold 5220R: $3452 reported cost.3. 2 x Xeon Gold 6226R: $2902 reported cost.4. EPYC 7502P: $2479 reported cost.5. Xeon Gold 5220R: $1726 reported cost.6. Xeon Gold 6226R: $1451 reported cost.

Timed Linux Kernel Compilation

Time To Compile

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Linux Kernel Compilation 5.4Time To Compile2 x EPYC 72622 x EPYC 73522 x EPYC 74522 x EPYC 75322 x EPYC 77422 x EPYC 7F322 x EPYC 7F522 x EPYC 7F722 x Xeon Gold 5220R2 x Xeon Gold 6226R2 x Xeon Gold 62502 x Xeon Gold 6258R2 x Xeon Platinum 8280EPYC 7262EPYC 7502PEPYC 7742EPYC 7F32EPYC 7F52EPYC 7F72Graviton2Xeon Gold 5220RXeon Gold 6226RXeon Gold 6250Xeon Gold 6258RXeon Platinum 828020406080100SE +/- 0.58, N = 6SE +/- 0.30, N = 9SE +/- 0.21, N = 13SE +/- 0.20, N = 14SE +/- 0.20, N = 13SE +/- 0.50, N = 6SE +/- 0.33, N = 3SE +/- 0.26, N = 7SE +/- 0.34, N = 10SE +/- 0.37, N = 8SE +/- 0.53, N = 6SE +/- 0.25, N = 14SE +/- 0.25, N = 14SE +/- 0.68, N = 3SE +/- 0.49, N = 5SE +/- 0.25, N = 10SE +/- 0.53, N = 3SE +/- 0.63, N = 4SE +/- 0.60, N = 3SE +/- 0.79, N = 3SE +/- 0.87, N = 4SE +/- 0.88, N = 3SE +/- 1.28, N = 3SE +/- 0.42, N = 8SE +/- 0.42, N = 849.9630.8826.6225.9820.2043.7428.0624.6036.7036.6046.9427.1827.3187.7537.0126.5076.7843.9137.0086.6659.0157.7780.4940.6240.90

Timed Linux Kernel Compilation

Performance / Cost - Time To Compile

OpenBenchmarking.orgSeconds x Dollar, Fewer Is BetterTimed Linux Kernel Compilation 5.4Performance / Cost - Time To Compile2 x EPYC 73522 x Xeon Gold 5220R2 x Xeon Gold 6226REPYC 7502PXeon Gold 5220RXeon Gold 6226R30K60K90K120K150K93122.02126684.95106198.6991757.71101854.7183827.171. 2 x EPYC 7352: $3016 reported cost.2. 2 x Xeon Gold 5220R: $3452 reported cost.3. 2 x Xeon Gold 6226R: $2902 reported cost.4. EPYC 7502P: $2479 reported cost.5. Xeon Gold 5220R: $1726 reported cost.6. Xeon Gold 6226R: $1451 reported cost.

Timed LLVM Compilation

Time To Compile

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed LLVM Compilation 10.0Time To Compile2 x EPYC 72622 x EPYC 73522 x EPYC 74522 x EPYC 75322 x EPYC 77422 x EPYC 7F322 x EPYC 7F522 x EPYC 7F722 x Xeon Gold 5220R2 x Xeon Gold 6226R2 x Xeon Gold 62502 x Xeon Gold 6258R2 x Xeon Platinum 8280EPYC 7262EPYC 7502PEPYC 7742EPYC 7F32EPYC 7F52EPYC 7F72Graviton2Xeon Gold 5220RXeon Gold 6226RXeon Gold 6250Xeon Gold 6258RXeon Platinum 8280140280420560700SE +/- 0.83, N = 3SE +/- 2.07, N = 3SE +/- 0.74, N = 3SE +/- 1.54, N = 3SE +/- 0.46, N = 3SE +/- 1.94, N = 3SE +/- 1.04, N = 3SE +/- 1.33, N = 3SE +/- 2.03, N = 3SE +/- 3.51, N = 3SE +/- 1.09, N = 3SE +/- 0.97, N = 3SE +/- 1.01, N = 3SE +/- 2.40, N = 3SE +/- 1.48, N = 3SE +/- 0.15, N = 3SE +/- 0.86, N = 3SE +/- 4.52, N = 4SE +/- 2.96, N = 3SE +/- 1.78, N = 3SE +/- 1.84, N = 3SE +/- 2.13, N = 3SE +/- 2.65, N = 3SE +/- 3.98, N = 3SE +/- 4.79, N = 3368.99248.57224.56217.74195.88332.01217.83202.13286.78279.68353.76219.98221.52647.30287.13223.88570.97328.76282.56311.08430.43433.19609.86306.99308.74

Timed LLVM Compilation

Performance / Cost - Time To Compile

OpenBenchmarking.orgSeconds x Dollar, Fewer Is BetterTimed LLVM Compilation 10.0Performance / Cost - Time To Compile2 x EPYC 73522 x Xeon Gold 5220R2 x Xeon Gold 6226REPYC 7502PXeon Gold 5220RXeon Gold 6226R200K400K600K800K1000K749681.09989971.46811637.16711787.83742915.28628560.141. 2 x EPYC 7352: $3016 reported cost.2. 2 x Xeon Gold 5220R: $3452 reported cost.3. 2 x Xeon Gold 6226R: $2902 reported cost.4. EPYC 7502P: $2479 reported cost.5. Xeon Gold 5220R: $1726 reported cost.6. Xeon Gold 6226R: $1451 reported cost.

Timed MrBayes Analysis

Primate Phylogeny Analysis

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed MrBayes Analysis 3.2.7Primate Phylogeny Analysis2 x EPYC 72622 x EPYC 73522 x EPYC 74522 x EPYC 75322 x EPYC 77422 x EPYC 7F322 x EPYC 7F522 x EPYC 7F722 x Xeon Gold 5220R2 x Xeon Gold 6226R2 x Xeon Gold 62502 x Xeon Gold 6258R2 x Xeon Platinum 8280EPYC 7262EPYC 7502PEPYC 7742EPYC 7F32EPYC 7F52EPYC 7F72GravitonGraviton2Xeon Gold 5220RXeon Gold 6226RXeon Gold 6250Xeon Gold 6258RXeon Platinum 828090180270360450SE +/- 0.07, N = 3SE +/- 1.48, N = 3SE +/- 0.09, N = 3SE +/- 0.03, N = 3SE +/- 0.21, N = 3SE +/- 0.13, N = 3SE +/- 0.12, N = 3SE +/- 0.06, N = 3SE +/- 0.27, N = 3SE +/- 0.25, N = 3SE +/- 0.21, N = 3SE +/- 1.51, N = 4SE +/- 0.37, N = 3SE +/- 0.02, N = 3SE +/- 0.09, N = 3SE +/- 0.29, N = 3SE +/- 0.14, N = 3SE +/- 0.07, N = 3SE +/- 0.82, N = 3SE +/- 0.91, N = 3SE +/- 0.08, N = 3SE +/- 0.03, N = 3SE +/- 0.09, N = 3SE +/- 0.42, N = 3SE +/- 0.28, N = 3SE +/- 0.01, N = 382.67102.29103.9197.78108.8772.0272.0979.37134.93124.2679.45111.16129.9982.1893.64106.5972.1972.1579.65437.48256.98134.48123.7079.61109.11128.851. (CC) gcc options: -O3 -std=c99 -pedantic -lm

Timed MrBayes Analysis

Performance / Cost - Primate Phylogeny Analysis

OpenBenchmarking.orgSeconds x Dollar, Fewer Is BetterTimed MrBayes Analysis 3.2.7Performance / Cost - Primate Phylogeny Analysis2 x EPYC 73522 x Xeon Gold 5220R2 x Xeon Gold 6226REPYC 7502PXeon Gold 5220RXeon Gold 6226R100K200K300K400K500K308509.66465771.46360596.72232131.08232117.66179491.601. 2 x EPYC 7352: $3016 reported cost.2. 2 x Xeon Gold 5220R: $3452 reported cost.3. 2 x Xeon Gold 6226R: $2902 reported cost.4. EPYC 7502P: $2479 reported cost.5. Xeon Gold 5220R: $1726 reported cost.6. Xeon Gold 6226R: $1451 reported cost.

Phoronix Test Suite v10.8.4