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&sro&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 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

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

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

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

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

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

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 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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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: 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

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

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.

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.

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_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.

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.

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.

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: 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.

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.

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.

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.

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.

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 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.

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.

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.

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: 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.

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.

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.

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: 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.

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.

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.

Phoronix Test Suite v10.8.4