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&gru&sor.

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 Benchmarksdav1d: Summer Nature 4Kdav1d: Summer Nature 1080pdav1d: Chimera 1080p 10-bithpcg: nettle: aes256nettle: chachanettle: sha512himeno: Poisson Pressure Solvergromacs: Water Benchmarkjohn-the-ripper: Blowfishnumpy: phpbench: PHP Benchmark Suitepybench: Total For Average Test Timespyperformance: floatpyperformance: regex_compilepyperformance: django_templatemrbayes: Primate Phylogeny Analysisbuild-linux-kernel: Time To Compilebuild-llvm: Time To Compilebuild2: Time To Compilebasis: UASTC Level 3mlpack: scikit_icamlpack: scikit_svmmlpack: scikit_linearridgeregressionscikit-learn: Xeon 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 6258RGraviton2Graviton160.59274.9858.0513.35296133.911020.093485.863398.39745525547313.76629690111411416847.1134.48359.012430.42691.64146.70868.1917.822.2510.112177.89321.8470.8125.63036159.211024.975489.153404.69086151324300.73631283110011316747.3134.92836.699286.78272.15127.98177.4117.922.3910.458170.07307.7562.3213.95816161.421024.992488.813401.15713527126318.87632431110311516847.3123.70257.772433.19188.97744.94361.8217.921.939.924203.10358.6273.9526.59106157.491025.384489.423410.38393853485304.16632601110411316747.1124.25836.595279.68270.60827.22674.6317.772.0810.449199.08323.2065.4014.90976313.161051.111501.983510.20515942864330.33649164107610916446.2128.84840.898308.74174.11830.68967.3617.191.679.127221.31409.8885.1428.85426320.001051.936500.983514.60410684084321.82649693107310916445.9129.98627.309221.51562.77619.88563.3517.191.829.392260.52547.08110.7115.10564727.65760.212484.243883.47513643593314.28526537115513720359.393.63937.014287.12771.55825.14268.9114.761.8110.618261.12566.85125.0328.40074445.94714.461455.363647.33358160146296.14485243123014621663.4102.29130.876248.56870.28721.05870.2816.502.2911.531296.06649.45137.1233.92074652.83748.575476.653783.18104183737307.69515758117013921060.897.78025.983217.74364.69317.34065.6017.231.9510.913222.23501.21110.8817.74445499.49884.925563.394370.13284726349366.1660462798711817349.172.14643.909328.76469.54233.53153.2612.861.789.571263.77618.87131.6633.51825505.70884.591563.074303.72248952525364.8660697099711917550.072.09328.063217.82658.18520.48367.4812.991.959.888302.35658.09139.8728.79704724.39760.062483.853777.66570379273310.54516902115513720460.1103.91426.617224.56364.68217.69664.2716.391.9710.788336.08691.02142.9817.16214798.93771.42491.543820.8891341.07374944317.39527173113513519957.6106.58726.500223.87663.78617.76057.6914.581.6610.463132.86320.9179.8012.70084801.24771.543490.293864.6475431.11311493329.14527259113513520256.582.18487.747647.299113.84769.08057.6114.662.5810.894167.36388.4687.7723.06474791.16771.733491.043712.1609821.67622957326.72529981113813520256.782.66649.962368.99080.65738.59468.6216.422.2310.823152.02373.2895.1413.22475498.43884.714563.454244.5433661.24413179368.0860232899411917649.072.18576.783570.97298.78060.11553.1312.942.259.742193.94467.44105.1824.86435499.84884.434563.594225.8753161.76226314370.1460967399411917749.772.01843.740332.00970.67633.73760.7513.101.999.735287.41660.54121.9516.93635214.50839.577534.184212.8927672.16736831348.71572134106512518553.379.65037.003282.56466.24826.50661.9313.541.699.928314.80752.02158.2132.36025220.70839.487534.864118.0140402.02873095347.12560990104512518453.279.37324.603202.13358.28417.16961.5413.701.8410.125322.35767.92183.9634.04854795.51771.423491.473861.3782100.243145129323.70527208115313520458.4108.87220.203195.88060.90913.16455.1815.951.7610.533149.90369.4868.5510.33217100.351183.153563.823890.9330141.24516751367.4472981995596.614540.979.60580.489609.862105.59866.38150.0915.722.078.525184.99310.8462.1619.97647111.121182.027564.543934.5649312.44133269360.0173195295696.514540.779.44546.936353.75673.35337.23455.5415.471.748.819199.38325.1065.2814.78496305.781042.682498.993515.8223372.78242952337.46643737107610916446.0109.11140.622306.99073.55930.44667.3617.111.669.283223.17402.9785.2028.87836322.321044.815500.753526.7744555.44984240325.69647832107310916346.1111.15727.178219.98263.04819.71463.3817.331.789.452239.07652.84332.1121.43372783.66450.211380.062904.9407762.76143349194.36396410170217521373.6256.97986.664311.08086.15421.189111.9023.711.7614.03563.00194.113.837971716.54327.107285.937507437.481OpenBenchmarking.org

dav1d

Performance / Cost - Video Input: Summer Nature 4K

OpenBenchmarking.orgFPS Per Dollar, More Is Betterdav1d 0.6.0Performance / Cost - Video Input: Summer Nature 4KXeon Gold 6226REPYC 7502PXeon Gold 5220R2 x EPYC 73522 x Xeon Gold 6226R2 x Xeon Gold 5220R0.02630.05260.07890.10520.13150.1170.1050.0930.0870.0700.0521. Xeon Gold 6226R: $1451 reported cost.2. EPYC 7502P: $2479 reported cost.3. Xeon Gold 5220R: $1726 reported cost.4. 2 x EPYC 7352: $3016 reported cost.5. 2 x Xeon Gold 6226R: $2902 reported cost.6. 2 x Xeon Gold 5220R: $3452 reported cost.

dav1d

Video Input: Summer Nature 4K

OpenBenchmarking.orgFPS, More Is Betterdav1d 0.6.0Video Input: Summer Nature 4KEPYC 77422 x EPYC 77422 x EPYC 7F722 x EPYC 74522 x EPYC 7532EPYC 7F722 x EPYC 7F522 x EPYC 7352EPYC 7502PGraviton22 x Xeon Gold 6258REPYC 7F522 x Xeon Platinum 82802 x Xeon Gold 6226RXeon Gold 6258RXeon Platinum 82802 x EPYC 7F322 x Xeon Gold 62502 x Xeon Gold 5220RXeon Gold 6226R2 x EPYC 7262Xeon Gold 5220REPYC 7F32Xeon Gold 6250EPYC 7262Graviton70140210280350SE +/- 1.82, N = 3SE +/- 0.94, N = 3SE +/- 0.63, N = 3SE +/- 0.68, N = 3SE +/- 1.32, N = 3SE +/- 1.01, N = 3SE +/- 1.17, N = 3SE +/- 0.59, N = 3SE +/- 0.07, N = 3SE +/- 0.10, N = 3SE +/- 0.81, N = 3SE +/- 0.42, N = 3SE +/- 3.68, N = 3SE +/- 1.66, N = 3SE +/- 2.58, N = 3SE +/- 1.15, N = 3SE +/- 0.42, N = 3SE +/- 1.03, N = 3SE +/- 0.84, N = 3SE +/- 1.20, N = 3SE +/- 0.25, N = 3SE +/- 0.78, N = 3SE +/- 0.25, N = 3SE +/- 0.24, N = 3SE +/- 0.31, N = 3SE +/- 0.02, N = 3336.08322.35314.80302.35296.06287.41263.77261.12260.52239.07223.17222.23221.31203.10199.38199.08193.94184.99177.89170.07167.36160.59152.02149.90132.8663.001. (CC) gcc options: -pthread

dav1d

Performance / Cost - Video Input: Summer Nature 1080p

OpenBenchmarking.orgFPS Per Dollar, More Is Betterdav1d 0.6.0Performance / Cost - Video Input: Summer Nature 1080pEPYC 7502PXeon Gold 6226R2 x EPYC 7352Xeon Gold 5220R2 x Xeon Gold 6226R2 x Xeon Gold 5220R0.04970.09940.14910.19880.24850.2210.2120.1880.1590.1240.0931. EPYC 7502P: $2479 reported cost.2. Xeon Gold 6226R: $1451 reported cost.3. 2 x EPYC 7352: $3016 reported cost.4. Xeon Gold 5220R: $1726 reported cost.5. 2 x Xeon Gold 6226R: $2902 reported cost.6. 2 x Xeon Gold 5220R: $3452 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-bitEPYC 7502PXeon Gold 6226R2 x EPYC 7352Xeon Gold 5220R2 x Xeon Gold 6226R2 x Xeon Gold 5220R0.01010.02020.03030.04040.05050.0450.0430.0410.0340.0250.0211. EPYC 7502P: $2479 reported cost.2. Xeon Gold 6226R: $1451 reported cost.3. 2 x EPYC 7352: $3016 reported cost.4. Xeon Gold 5220R: $1726 reported cost.5. 2 x Xeon Gold 6226R: $2902 reported cost.6. 2 x Xeon Gold 5220R: $3452 reported cost.

dav1d

Video Input: Summer Nature 1080p

OpenBenchmarking.orgFPS, More Is Betterdav1d 0.6.0Video Input: Summer Nature 1080p2 x EPYC 77422 x EPYC 7F72EPYC 7742EPYC 7F722 x EPYC 7452Graviton22 x EPYC 75322 x EPYC 7F522 x EPYC 7352EPYC 7502PEPYC 7F522 x EPYC 7F322 x Xeon Platinum 82802 x Xeon Gold 6258R2 x EPYC 7262EPYC 7F32Xeon Gold 62502 x Xeon Gold 6226RXeon Gold 6258RXeon Platinum 82802 x Xeon Gold 5220REPYC 72622 x Xeon Gold 6250Xeon Gold 6226RXeon Gold 5220RGraviton170340510680850SE +/- 4.57, N = 3SE +/- 3.23, N = 3SE +/- 4.71, N = 3SE +/- 2.25, N = 3SE +/- 6.54, N = 3SE +/- 2.65, N = 3SE +/- 1.70, N = 3SE +/- 1.41, N = 3SE +/- 1.17, N = 3SE +/- 0.35, N = 3SE +/- 0.59, N = 3SE +/- 1.53, N = 3SE +/- 3.74, N = 15SE +/- 3.87, N = 15SE +/- 0.31, N = 3SE +/- 0.36, N = 3SE +/- 5.46, N = 4SE +/- 1.84, N = 3SE +/- 0.93, N = 3SE +/- 0.52, N = 3SE +/- 3.79, N = 6SE +/- 1.15, N = 3SE +/- 0.55, N = 3SE +/- 0.97, N = 3SE +/- 2.31, N = 3SE +/- 0.26, N = 3767.92752.02691.02660.54658.09652.84649.45618.87566.85547.08501.21467.44409.88402.97388.46373.28369.48358.62325.10323.20321.84320.91310.84307.75274.98194.111. (CC) gcc options: -pthread

dav1d

Video Input: Chimera 1080p 10-bit

OpenBenchmarking.orgFPS, More Is Betterdav1d 0.6.0Video Input: Chimera 1080p 10-bitGraviton22 x EPYC 77422 x EPYC 7F72EPYC 77422 x EPYC 74522 x EPYC 75322 x EPYC 7F522 x EPYC 7352EPYC 7F72EPYC 7F52EPYC 7502P2 x EPYC 7F32EPYC 7F322 x EPYC 72622 x Xeon Gold 6258R2 x Xeon Platinum 8280EPYC 72622 x Xeon Gold 6226R2 x Xeon Gold 5220RXeon Gold 6250Xeon Platinum 8280Xeon Gold 6258RXeon Gold 6226R2 x Xeon Gold 6250Xeon Gold 5220R70140210280350SE +/- 0.04, N = 3SE +/- 0.43, N = 3SE +/- 0.34, N = 3SE +/- 0.19, N = 3SE +/- 0.07, N = 3SE +/- 0.43, N = 3SE +/- 0.22, N = 3SE +/- 0.21, N = 3SE +/- 0.04, N = 3SE +/- 0.25, N = 3SE +/- 0.18, N = 3SE +/- 0.18, N = 3SE +/- 0.11, N = 3SE +/- 0.04, N = 3SE +/- 0.23, N = 3SE +/- 0.07, N = 3SE +/- 0.11, N = 3SE +/- 0.16, N = 3SE +/- 0.47, N = 3SE +/- 0.28, N = 3SE +/- 0.12, N = 3SE +/- 0.15, N = 3SE +/- 0.24, N = 3SE +/- 0.13, N = 3SE +/- 0.14, N = 3332.11183.96158.21142.98139.87137.12131.66125.03121.95110.88110.71105.1895.1487.7785.2085.1479.8073.9570.8168.5565.4065.2862.3262.1658.051. (CC) gcc options: -pthread

High Performance Conjugate Gradient

Performance / Cost -

OpenBenchmarking.orgGFLOP/s Per Dollar, More Is BetterHigh Performance Conjugate Gradient 3.1Performance / Cost -Xeon Gold 6226R2 x EPYC 73522 x Xeon Gold 6226RXeon Gold 5220R2 x Xeon Gold 5220REPYC 7502P0.00230.00460.00690.00920.01150.0100.0090.0090.0080.0070.0061. Xeon Gold 6226R: $1451 reported cost.2. 2 x EPYC 7352: $3016 reported cost.3. 2 x Xeon Gold 6226R: $2902 reported cost.4. Xeon Gold 5220R: $1726 reported cost.5. 2 x Xeon Gold 5220R: $3452 reported cost.6. EPYC 7502P: $2479 reported cost.

High Performance Conjugate Gradient

OpenBenchmarking.orgGFLOP/s, More Is BetterHigh Performance Conjugate Gradient 3.12 x EPYC 77422 x EPYC 75322 x EPYC 7F522 x EPYC 7F722 x Xeon Gold 6258R2 x Xeon Platinum 82802 x EPYC 74522 x EPYC 73522 x Xeon Gold 6226R2 x Xeon Gold 5220R2 x EPYC 7F322 x EPYC 7262Graviton22 x Xeon Gold 6250EPYC 7F52EPYC 7742EPYC 7F72EPYC 7502PXeon Platinum 8280Xeon Gold 6258RXeon Gold 6226RXeon Gold 5220REPYC 7F32EPYC 7262Xeon Gold 6250Graviton816243240SE +/- 0.06979, N = 3SE +/- 0.17319, N = 3SE +/- 0.02538, N = 3SE +/- 0.21254, N = 3SE +/- 0.06820, N = 3SE +/- 0.24605, N = 3SE +/- 0.08663, N = 3SE +/- 0.05862, N = 3SE +/- 0.12533, N = 3SE +/- 0.15366, N = 3SE +/- 0.23050, N = 3SE +/- 0.09607, N = 3SE +/- 0.02083, N = 3SE +/- 0.06704, N = 3SE +/- 0.08558, N = 3SE +/- 0.02692, N = 3SE +/- 0.09429, N = 3SE +/- 0.01442, N = 3SE +/- 0.04073, N = 3SE +/- 0.09544, N = 3SE +/- 0.02780, N = 3SE +/- 0.08231, N = 3SE +/- 0.00675, N = 3SE +/- 0.03786, N = 3SE +/- 0.06010, N = 3SE +/- 0.00359, N = 334.0485033.9207033.5182032.3602028.8783028.8542028.7970028.4007026.5910025.6303024.8643023.0647021.4337019.9764017.7444017.1621016.9363015.1056014.9097014.7849013.9581013.3529013.2247012.7008010.332103.837971. (CXX) g++ options: -O3 -ffast-math -ftree-vectorize -pthread -lmpi_cxx -lmpi

Nettle

Performance / Cost - Test: chacha

OpenBenchmarking.orgMbyte/s Per Dollar, More Is BetterNettle 3.5.1Performance / Cost - Test: chachaXeon Gold 6226RXeon Gold 5220R2 x Xeon Gold 6226REPYC 7502P2 x Xeon Gold 5220R2 x EPYC 73520.15890.31780.47670.63560.79450.7060.5910.3530.3070.2970.2371. Xeon Gold 6226R: $1451 reported cost.2. Xeon Gold 5220R: $1726 reported cost.3. 2 x Xeon Gold 6226R: $2902 reported cost.4. EPYC 7502P: $2479 reported cost.5. 2 x Xeon Gold 5220R: $3452 reported cost.6. 2 x EPYC 7352: $3016 reported cost.

Nettle

Test: aes256

OpenBenchmarking.orgMbyte/s, More Is BetterNettle 3.5.1Test: aes2562 x Xeon Gold 6250Xeon Gold 62502 x Xeon Gold 6258R2 x Xeon Platinum 8280Xeon Platinum 8280Xeon Gold 6258RXeon Gold 6226R2 x Xeon Gold 5220R2 x Xeon Gold 6226RXeon Gold 5220R2 x EPYC 7F522 x EPYC 7F32EPYC 7F52EPYC 7F322 x EPYC 7F72EPYC 7F72EPYC 7262EPYC 77422 x EPYC 77422 x EPYC 7262EPYC 7502P2 x EPYC 74522 x EPYC 75322 x EPYC 7352Graviton2Graviton15003000450060007500SE +/- 1.42, N = 3SE +/- 4.70, N = 3SE +/- 4.25, N = 3SE +/- 3.29, N = 3SE +/- 7.98, N = 3SE +/- 5.03, N = 3SE +/- 6.01, N = 3SE +/- 2.26, N = 3SE +/- 8.42, N = 3SE +/- 2.03, N = 3SE +/- 1.29, N = 3SE +/- 2.26, N = 3SE +/- 2.02, N = 3SE +/- 0.77, N = 3SE +/- 1.62, N = 3SE +/- 0.97, N = 3SE +/- 1.11, N = 3SE +/- 3.64, N = 3SE +/- 2.91, N = 3SE +/- 6.24, N = 3SE +/- 1.59, N = 3SE +/- 3.07, N = 3SE +/- 3.15, N = 3SE +/- 0.92, N = 3SE +/- 0.28, N = 3SE +/- 3.89, N = 37111.127100.356322.326320.006313.166305.786161.426159.216157.496133.915505.705499.845499.495498.435220.705214.504801.244798.934795.514791.164727.654724.394652.834445.942783.661716.541. (CC) gcc options: -O2 -ggdb3 -lnettle -lm -lcrypto

Nettle

Test: chacha

OpenBenchmarking.orgMbyte/s, More Is BetterNettle 3.5.1Test: chachaXeon Gold 62502 x Xeon Gold 62502 x Xeon Platinum 8280Xeon Platinum 82802 x Xeon Gold 6258RXeon Gold 6258R2 x Xeon Gold 6226RXeon Gold 6226R2 x Xeon Gold 5220RXeon Gold 5220REPYC 7F52EPYC 7F322 x EPYC 7F522 x EPYC 7F32EPYC 7F722 x EPYC 7F722 x EPYC 7262EPYC 72622 x EPYC 7742EPYC 7742EPYC 7502P2 x EPYC 74522 x EPYC 75322 x EPYC 7352Graviton2Graviton30060090012001500SE +/- 0.06, N = 3SE +/- 0.53, N = 3SE +/- 0.37, N = 3SE +/- 0.86, N = 3SE +/- 5.15, N = 3SE +/- 0.99, N = 3SE +/- 0.61, N = 3SE +/- 0.49, N = 3SE +/- 0.41, N = 3SE +/- 1.02, N = 3SE +/- 0.10, N = 3SE +/- 0.12, N = 3SE +/- 0.05, N = 3SE +/- 0.75, N = 3SE +/- 0.06, N = 3SE +/- 0.10, N = 3SE +/- 0.02, N = 3SE +/- 0.11, N = 3SE +/- 0.06, N = 3SE +/- 0.12, N = 3SE +/- 0.10, N = 3SE +/- 0.10, N = 3SE +/- 0.01, N = 3SE +/- 0.05, N = 3SE +/- 0.58, N = 3SE +/- 0.44, N = 31183.151182.031051.941051.111044.821042.681025.381024.991024.981020.09884.93884.71884.59884.43839.58839.49771.73771.54771.42771.42760.21760.06748.58714.46450.21327.111. (CC) gcc options: -O2 -ggdb3 -lnettle -lm -lcrypto

Nettle

Test: sha512

OpenBenchmarking.orgMbyte/s, More Is BetterNettle 3.5.1Test: sha5122 x Xeon Gold 6250Xeon Gold 62502 x EPYC 7F32EPYC 7F32EPYC 7F522 x EPYC 7F522 x EPYC 7F72EPYC 7F72Xeon Platinum 82802 x Xeon Platinum 82802 x Xeon Gold 6258RXeon Gold 6258REPYC 77422 x EPYC 77422 x EPYC 7262EPYC 72622 x Xeon Gold 6226R2 x Xeon Gold 5220RXeon Gold 6226RXeon Gold 5220REPYC 7502P2 x EPYC 74522 x EPYC 75322 x EPYC 7352Graviton2Graviton120240360480600SE +/- 0.60, N = 3SE +/- 0.61, N = 3SE +/- 0.05, N = 3SE +/- 0.17, N = 3SE +/- 0.07, N = 3SE +/- 0.67, N = 3SE +/- 0.08, N = 3SE +/- 0.48, N = 3SE +/- 0.15, N = 3SE +/- 0.97, N = 3SE +/- 0.35, N = 3SE +/- 1.25, N = 3SE +/- 0.10, N = 3SE +/- 0.16, N = 3SE +/- 0.06, N = 3SE +/- 0.68, N = 3SE +/- 0.11, N = 3SE +/- 0.19, N = 3SE +/- 0.77, N = 3SE +/- 1.03, N = 3SE +/- 0.06, N = 3SE +/- 0.33, N = 3SE +/- 0.13, N = 3SE +/- 0.15, N = 3SE +/- 0.03, N = 3SE +/- 0.42, N = 3564.54563.82563.59563.45563.39563.07534.86534.18501.98500.98500.75498.99491.54491.47491.04490.29489.42489.15488.81485.86484.24483.85476.65455.36380.06285.931. (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: aes256Xeon Gold 6226RXeon Gold 5220R2 x Xeon Gold 6226REPYC 7502P2 x Xeon Gold 5220R2 x EPYC 73520.95541.91082.86623.82164.7774.2463.5542.1221.9071.7841.4741. Xeon Gold 6226R: $1451 reported cost.2. Xeon Gold 5220R: $1726 reported cost.3. 2 x Xeon Gold 6226R: $2902 reported cost.4. EPYC 7502P: $2479 reported cost.5. 2 x Xeon Gold 5220R: $3452 reported cost.6. 2 x EPYC 7352: $3016 reported cost.

Nettle

Performance / Cost - Test: sha512

OpenBenchmarking.orgMbyte/s Per Dollar, More Is BetterNettle 3.5.1Performance / Cost - Test: sha512Xeon Gold 6226RXeon Gold 5220REPYC 7502P2 x Xeon Gold 6226R2 x EPYC 73522 x Xeon Gold 5220R0.07580.15160.22740.30320.3790.3370.2810.1950.1690.1510.1421. Xeon Gold 6226R: $1451 reported cost.2. Xeon Gold 5220R: $1726 reported cost.3. EPYC 7502P: $2479 reported cost.4. 2 x Xeon Gold 6226R: $2902 reported cost.5. 2 x EPYC 7352: $3016 reported cost.6. 2 x Xeon Gold 5220R: $3452 reported cost.

Himeno Benchmark

Poisson Pressure Solver

OpenBenchmarking.orgMFLOPS, More Is BetterHimeno Benchmark 3.0Poisson Pressure SolverEPYC 7F522 x EPYC 7F52EPYC 7F322 x EPYC 7F32EPYC 7F722 x EPYC 7F722 x Xeon Gold 6250Xeon Gold 6250EPYC 7502PEPYC 72622 x EPYC 7742EPYC 77422 x EPYC 75322 x EPYC 74522 x EPYC 72622 x EPYC 73522 x Xeon Gold 6258RXeon Gold 6258R2 x Xeon Platinum 8280Xeon Platinum 82802 x Xeon Gold 6226R2 x Xeon Gold 5220RXeon Gold 6226RXeon Gold 5220RGraviton29001800270036004500SE +/- 50.12, N = 6SE +/- 51.50, N = 3SE +/- 64.12, N = 3SE +/- 42.03, N = 15SE +/- 52.88, N = 3SE +/- 55.09, N = 3SE +/- 2.78, N = 3SE +/- 6.98, N = 3SE +/- 22.45, N = 3SE +/- 52.48, N = 3SE +/- 44.66, N = 3SE +/- 38.43, N = 3SE +/- 16.97, N = 3SE +/- 38.94, N = 3SE +/- 40.10, N = 15SE +/- 40.64, N = 3SE +/- 0.40, N = 3SE +/- 1.44, N = 3SE +/- 5.39, N = 3SE +/- 4.11, N = 3SE +/- 0.77, N = 3SE +/- 5.10, N = 3SE +/- 1.26, N = 3SE +/- 1.90, N = 3SE +/- 11.59, N = 34370.134303.724244.544225.884212.894118.013934.563890.933883.483864.653861.383820.893783.183777.673712.163647.333526.773515.823514.603510.213410.383404.693401.163398.402904.941. (CC) gcc options: -O3

Himeno Benchmark

Performance / Cost - Poisson Pressure Solver

OpenBenchmarking.orgMFLOPS Per Dollar, More Is BetterHimeno Benchmark 3.0Performance / Cost - Poisson Pressure SolverXeon Gold 6226RXeon Gold 5220REPYC 7502P2 x EPYC 73522 x Xeon Gold 6226R2 x Xeon Gold 5220R0.52741.05481.58222.10962.6372.3441.9691.5671.2091.1750.9861. Xeon Gold 6226R: $1451 reported cost.2. Xeon Gold 5220R: $1726 reported cost.3. EPYC 7502P: $2479 reported cost.4. 2 x EPYC 7352: $3016 reported cost.5. 2 x Xeon Gold 6226R: $2902 reported cost.6. 2 x Xeon Gold 5220R: $3452 reported cost.

GROMACS

Water Benchmark

OpenBenchmarking.orgNs Per Day, More Is BetterGROMACS 2020.1Water Benchmark2 x Xeon Gold 6258RXeon Gold 6258RGraviton22 x Xeon Gold 6250EPYC 7F722 x EPYC 7F722 x EPYC 7F322 x EPYC 7262Xeon Gold 6250EPYC 7F32EPYC 7262EPYC 77422 x EPYC 77421.2262.4523.6784.9046.13SE +/- 0.006, N = 3SE +/- 0.004, N = 3SE +/- 0.001, N = 3SE +/- 0.006, N = 3SE +/- 0.020, N = 3SE +/- 0.011, N = 3SE +/- 0.015, N = 3SE +/- 0.004, N = 3SE +/- 0.001, N = 3SE +/- 0.005, N = 3SE +/- 0.000, N = 3SE +/- 0.071, N = 11SE +/- 0.007, N = 95.4492.7822.7612.4412.1672.0281.7621.6761.2451.2441.1131.0730.2431. (CXX) g++ options: -O3 -pthread -lrt -lpthread -lm

John The Ripper

Test: Blowfish

OpenBenchmarking.orgReal C/S, More Is BetterJohn The Ripper 1.9.0-jumbo-1Test: Blowfish2 x EPYC 77422 x Xeon Gold 6258R2 x Xeon Platinum 82802 x EPYC 75322 x EPYC 7452EPYC 77422 x EPYC 7F722 x EPYC 73522 x Xeon Gold 6226R2 x EPYC 7F522 x Xeon Gold 5220REPYC 7502PGraviton2Xeon Gold 6258RXeon Platinum 8280EPYC 7F722 x Xeon Gold 6250Xeon Gold 6226REPYC 7F522 x EPYC 7F32Xeon Gold 5220R2 x EPYC 7262Xeon Gold 6250EPYC 7F32EPYC 7262Graviton30K60K90K120K150KSE +/- 636.72, N = 3SE +/- 374.03, N = 3SE +/- 700.53, N = 3SE +/- 109.22, N = 3SE +/- 60.01, N = 3SE +/- 13.00, N = 3SE +/- 89.36, N = 3SE +/- 241.14, N = 3SE +/- 111.31, N = 3SE +/- 16.44, N = 3SE +/- 12.50, N = 3SE +/- 5.00, N = 3SE +/- 23.80, N = 3SE +/- 56.88, N = 3SE +/- 99.39, N = 3SE +/- 32.93, N = 3SE +/- 64.71, N = 3SE +/- 60.93, N = 3SE +/- 3.00, N = 3SE +/- 77.98, N = 3SE +/- 6.00, N = 3SE +/- 43.39, N = 3SE +/- 1.67, N = 3SE +/- 1.53, N = 3SE +/- 4.33, N = 314512984240840848373779273749447309560146534855252551324435934334942952428643683133269271262634926314255472295716751131791149375071. (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 7352Xeon Gold 6226R2 x Xeon Gold 6226REPYC 7502P2 x Xeon Gold 5220RXeon Gold 5220R51015202519.9418.7018.4317.5914.8714.801. 2 x EPYC 7352: $3016 reported cost.2. Xeon Gold 6226R: $1451 reported cost.3. 2 x Xeon Gold 6226R: $2902 reported cost.4. EPYC 7502P: $2479 reported cost.5. 2 x Xeon Gold 5220R: $3452 reported cost.6. Xeon Gold 5220R: $1726 reported cost.

Numpy Benchmark

OpenBenchmarking.orgScore, More Is BetterNumpy Benchmark2 x EPYC 7F32EPYC 7F32Xeon Gold 6250EPYC 7F522 x EPYC 7F522 x Xeon Gold 6250EPYC 7F722 x EPYC 7F72Xeon Gold 6258RXeon Platinum 8280EPYC 72622 x EPYC 72622 x Xeon Gold 6258R2 x EPYC 77422 x Xeon Platinum 8280Xeon Gold 6226REPYC 7742EPYC 7502PXeon Gold 5220R2 x EPYC 74522 x EPYC 75322 x Xeon Gold 6226R2 x Xeon Gold 5220R2 x EPYC 7352Graviton280160240320400SE +/- 1.19, N = 3SE +/- 0.84, N = 3SE +/- 0.23, N = 3SE +/- 0.90, N = 3SE +/- 0.44, N = 3SE +/- 2.10, N = 3SE +/- 2.28, N = 3SE +/- 1.23, N = 3SE +/- 0.92, N = 3SE +/- 2.42, N = 3SE +/- 0.54, N = 3SE +/- 1.11, N = 3SE +/- 0.44, N = 3SE +/- 3.56, N = 3SE +/- 3.00, N = 3SE +/- 0.54, N = 3SE +/- 1.02, N = 3SE +/- 1.78, N = 3SE +/- 3.23, N = 3SE +/- 1.10, N = 3SE +/- 1.42, N = 3SE +/- 1.46, N = 3SE +/- 0.65, N = 3SE +/- 1.21, N = 3SE +/- 0.82, N = 3370.14368.08367.44366.16364.86360.01348.71347.12337.46330.33329.14326.72325.69323.70321.82318.87317.39314.28313.76310.54307.69304.16300.73296.14194.36

Numpy Benchmark

Performance / Cost -

OpenBenchmarking.orgScore Per Dollar, More Is BetterNumpy BenchmarkPerformance / Cost -Xeon Gold 6226RXeon Gold 5220REPYC 7502P2 x Xeon Gold 6226R2 x EPYC 73522 x Xeon Gold 5220R0.04950.0990.14850.1980.24750.2200.1820.1270.1050.0980.0871. Xeon Gold 6226R: $1451 reported cost.2. Xeon Gold 5220R: $1726 reported cost.3. EPYC 7502P: $2479 reported cost.4. 2 x Xeon Gold 6226R: $2902 reported cost.5. 2 x EPYC 7352: $3016 reported cost.6. 2 x Xeon Gold 5220R: $3452 reported cost.

PHPBench

Performance / Cost - PHP Benchmark Suite

OpenBenchmarking.orgScore Per Dollar, More Is BetterPHPBench 0.8.1Performance / Cost - PHP Benchmark SuiteXeon Gold 6226RXeon Gold 5220R2 x Xeon Gold 6226REPYC 7502P2 x Xeon Gold 5220R2 x EPYC 735290180270360450435.86364.83217.99212.40182.88160.891. Xeon Gold 6226R: $1451 reported cost.2. Xeon Gold 5220R: $1726 reported cost.3. 2 x Xeon Gold 6226R: $2902 reported cost.4. EPYC 7502P: $2479 reported cost.5. 2 x Xeon Gold 5220R: $3452 reported cost.6. 2 x EPYC 7352: $3016 reported cost.

PHPBench

PHP Benchmark Suite

OpenBenchmarking.orgScore, More Is BetterPHPBench 0.8.1PHP Benchmark Suite2 x Xeon Gold 6250Xeon Gold 62502 x Xeon Platinum 8280Xeon Platinum 82802 x Xeon Gold 6258RXeon Gold 6258R2 x Xeon Gold 6226RXeon Gold 6226R2 x Xeon Gold 5220RXeon Gold 5220R2 x EPYC 7F322 x EPYC 7F52EPYC 7F52EPYC 7F32EPYC 7F722 x EPYC 7F722 x EPYC 7262EPYC 72622 x EPYC 7742EPYC 7742EPYC 7502P2 x EPYC 74522 x EPYC 75322 x EPYC 7352Graviton2160K320K480K640K800KSE +/- 775.32, N = 3SE +/- 1056.07, N = 3SE +/- 884.68, N = 3SE +/- 425.09, N = 3SE +/- 2012.26, N = 3SE +/- 4629.23, N = 3SE +/- 164.78, N = 3SE +/- 752.01, N = 3SE +/- 914.97, N = 3SE +/- 862.18, N = 3SE +/- 3182.54, N = 3SE +/- 1971.58, N = 3SE +/- 532.88, N = 3SE +/- 700.72, N = 3SE +/- 1457.16, N = 3SE +/- 595.15, N = 3SE +/- 3280.96, N = 3SE +/- 2423.50, N = 3SE +/- 505.18, N = 3SE +/- 2376.59, N = 3SE +/- 3270.88, N = 3SE +/- 1778.87, N = 3SE +/- 544.97, N = 3SE +/- 1441.15, N = 3SE +/- 1525.52, N = 3731952729819649693649164647832643737632601632431631283629690609673606970604627602328572134560990529981527259527208527173526537516902515758485243396410

PyBench

Total For Average Test Times

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyBench 2018-02-16Total For Average Test TimesXeon Gold 62502 x Xeon Gold 6250EPYC 7F52EPYC 7F322 x EPYC 7F322 x EPYC 7F522 x EPYC 7F72EPYC 7F722 x Xeon Platinum 82802 x Xeon Gold 6258RXeon Platinum 8280Xeon Gold 6258R2 x Xeon Gold 5220RXeon Gold 6226R2 x Xeon Gold 6226RXeon Gold 5220REPYC 7742EPYC 72622 x EPYC 72622 x EPYC 7742EPYC 7502P2 x EPYC 74522 x EPYC 75322 x EPYC 7352Graviton2400800120016002000SE +/- 1.00, N = 3SE +/- 1.53, N = 3SE +/- 2.19, N = 3SE +/- 5.33, N = 3SE +/- 3.38, N = 3SE +/- 6.44, N = 3SE +/- 1.53, N = 3SE +/- 1.00, N = 3SE +/- 1.67, N = 3SE +/- 1.15, N = 3SE +/- 1.20, N = 3SE +/- 1.45, N = 3SE +/- 3.06, N = 3SE +/- 0.67, N = 3SE +/- 12.17, N = 3SE +/- 1.53, N = 3SE +/- 3.06, N = 3SE +/- 7.94, N = 3SE +/- 7.33, N = 3SE +/- 2.96, N = 3SE +/- 2.67, N = 39559569879949949971045106510731073107610761100110311041114113511351138115311551155117012301702

PyPerformance

Benchmark: float

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: float2 x Xeon Gold 6250Xeon Gold 6250Xeon Platinum 82802 x Xeon Platinum 8280Xeon Gold 6258R2 x Xeon Gold 6258R2 x Xeon Gold 5220R2 x Xeon Gold 6226RXeon Gold 5220RXeon Gold 6226REPYC 7F522 x EPYC 7F52EPYC 7F322 x EPYC 7F32EPYC 7F722 x EPYC 7F72EPYC 7742EPYC 72622 x EPYC 72622 x EPYC 7742EPYC 7502P2 x EPYC 74522 x EPYC 75322 x EPYC 7352Graviton24080120160200SE +/- 0.10, N = 3SE +/- 0.00, N = 3SE +/- 0.33, N = 3SE +/- 0.33, N = 396.596.6109.0109.0109.0109.0113.0113.0114.0115.0118.0119.0119.0119.0125.0125.0135.0135.0135.0135.0137.0137.0139.0146.0175.0

PyPerformance

Benchmark: regex_compile

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: regex_compileXeon Gold 62502 x Xeon Gold 62502 x Xeon Gold 6258RXeon Platinum 82802 x Xeon Platinum 8280Xeon Gold 6258R2 x Xeon Gold 5220R2 x Xeon Gold 6226RXeon Gold 5220RXeon Gold 6226REPYC 7F522 x EPYC 7F52EPYC 7F322 x EPYC 7F322 x EPYC 7F72EPYC 7F72EPYC 7742EPYC 72622 x EPYC 7262EPYC 7502P2 x EPYC 74522 x EPYC 77422 x EPYC 7532Graviton22 x EPYC 735250100150200250SE +/- 0.33, N = 3SE +/- 0.67, N = 3SE +/- 0.33, N = 3SE +/- 0.67, N = 3SE +/- 0.33, N = 3145145163164164164167167168168173175176177184185199202202203204204210213216

PyPerformance

Benchmark: django_template

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: django_template2 x Xeon Gold 6250Xeon Gold 62502 x Xeon Platinum 8280Xeon Gold 6258R2 x Xeon Gold 6258RXeon Platinum 8280Xeon Gold 5220R2 x Xeon Gold 6226R2 x Xeon Gold 5220RXeon Gold 6226REPYC 7F32EPYC 7F522 x EPYC 7F322 x EPYC 7F522 x EPYC 7F72EPYC 7F72EPYC 72622 x EPYC 7262EPYC 77422 x EPYC 7742EPYC 7502P2 x EPYC 74522 x EPYC 75322 x EPYC 7352Graviton21632486480SE +/- 0.00, N = 3SE +/- 0.03, N = 3SE +/- 0.07, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.06, N = 3SE +/- 0.06, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.09, N = 3SE +/- 0.21, N = 3SE +/- 0.23, N = 3SE +/- 0.07, N = 3SE +/- 0.26, N = 3SE +/- 0.22, N = 3SE +/- 0.22, N = 3SE +/- 0.54, N = 3SE +/- 0.30, N = 3SE +/- 0.31, N = 3SE +/- 0.15, N = 3SE +/- 0.07, N = 3SE +/- 0.19, N = 3SE +/- 0.15, N = 3SE +/- 0.00, N = 340.740.945.946.046.146.247.147.147.347.349.049.149.750.053.253.356.556.757.658.459.360.160.863.473.6

PyBench

Performance / Cost - Total For Average Test Times

OpenBenchmarking.orgMilliseconds x Dollar, Fewer Is BetterPyBench 2018-02-16Performance / Cost - Total For Average Test TimesXeon Gold 6226RXeon Gold 5220REPYC 7502P2 x Xeon Gold 6226R2 x EPYC 73522 x Xeon Gold 5220R800K1600K2400K3200K4000K1600453.001922764.002863245.003203808.003709680.003797200.001. Xeon Gold 6226R: $1451 reported cost.2. Xeon Gold 5220R: $1726 reported cost.3. EPYC 7502P: $2479 reported cost.4. 2 x Xeon Gold 6226R: $2902 reported cost.5. 2 x EPYC 7352: $3016 reported cost.6. 2 x Xeon Gold 5220R: $3452 reported cost.

PyPerformance

Performance / Cost - Benchmark: float

OpenBenchmarking.orgMilliseconds x Dollar, Fewer Is BetterPyPerformance 1.0.0Performance / Cost - Benchmark: floatXeon Gold 6226RXeon Gold 5220R2 x Xeon Gold 6226REPYC 7502P2 x Xeon Gold 5220R2 x EPYC 735290K180K270K360K450K166865.00196764.00327926.00339623.00390076.00440336.001. Xeon Gold 6226R: $1451 reported cost.2. Xeon Gold 5220R: $1726 reported cost.3. 2 x Xeon Gold 6226R: $2902 reported cost.4. EPYC 7502P: $2479 reported cost.5. 2 x Xeon Gold 5220R: $3452 reported cost.6. 2 x EPYC 7352: $3016 reported cost.

PyPerformance

Performance / Cost - Benchmark: regex_compile

OpenBenchmarking.orgMilliseconds x Dollar, Fewer Is BetterPyPerformance 1.0.0Performance / Cost - Benchmark: regex_compileXeon Gold 6226RXeon Gold 5220R2 x Xeon Gold 6226REPYC 7502P2 x Xeon Gold 5220R2 x EPYC 7352140K280K420K560K700K243768.00289968.00484634.00503237.00576484.00651456.001. Xeon Gold 6226R: $1451 reported cost.2. Xeon Gold 5220R: $1726 reported cost.3. 2 x Xeon Gold 6226R: $2902 reported cost.4. EPYC 7502P: $2479 reported cost.5. 2 x Xeon Gold 5220R: $3452 reported cost.6. 2 x EPYC 7352: $3016 reported cost.

PyPerformance

Performance / Cost - Benchmark: django_template

OpenBenchmarking.orgMilliseconds x Dollar, Fewer Is BetterPyPerformance 1.0.0Performance / Cost - Benchmark: django_templateXeon Gold 6226RXeon Gold 5220R2 x Xeon Gold 6226REPYC 7502P2 x Xeon Gold 5220R2 x EPYC 735240K80K120K160K200K68632.3081294.60136684.20147004.70163279.60191214.401. Xeon Gold 6226R: $1451 reported cost.2. Xeon Gold 5220R: $1726 reported cost.3. 2 x Xeon Gold 6226R: $2902 reported cost.4. EPYC 7502P: $2479 reported cost.5. 2 x Xeon Gold 5220R: $3452 reported cost.6. 2 x EPYC 7352: $3016 reported cost.

Timed MrBayes Analysis

Primate Phylogeny Analysis

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed MrBayes Analysis 3.2.7Primate Phylogeny Analysis2 x EPYC 7F322 x EPYC 7F52EPYC 7F52EPYC 7F322 x EPYC 7F722 x Xeon Gold 6250Xeon Gold 6250EPYC 7F72EPYC 72622 x EPYC 7262EPYC 7502P2 x EPYC 75322 x EPYC 73522 x EPYC 7452EPYC 77422 x EPYC 7742Xeon Gold 6258R2 x Xeon Gold 6258RXeon Gold 6226R2 x Xeon Gold 6226RXeon Platinum 82802 x Xeon Platinum 8280Xeon Gold 5220R2 x Xeon Gold 5220RGraviton2Graviton90180270360450SE +/- 0.13, N = 3SE +/- 0.12, N = 3SE +/- 0.07, N = 3SE +/- 0.14, N = 3SE +/- 0.06, N = 3SE +/- 0.21, N = 3SE +/- 0.42, N = 3SE +/- 0.82, N = 3SE +/- 0.02, N = 3SE +/- 0.07, N = 3SE +/- 0.09, N = 3SE +/- 0.03, N = 3SE +/- 1.48, N = 3SE +/- 0.09, N = 3SE +/- 0.29, N = 3SE +/- 0.21, N = 3SE +/- 0.28, N = 3SE +/- 1.51, N = 4SE +/- 0.09, N = 3SE +/- 0.25, N = 3SE +/- 0.01, N = 3SE +/- 0.37, N = 3SE +/- 0.03, N = 3SE +/- 0.27, N = 3SE +/- 0.08, N = 3SE +/- 0.91, N = 372.0272.0972.1572.1979.3779.4579.6179.6582.1882.6793.6497.78102.29103.91106.59108.87109.11111.16123.70124.26128.85129.99134.48134.93256.98437.481. (CC) gcc options: -O3 -std=c99 -pedantic -lm

Timed Linux Kernel Compilation

Time To Compile

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Linux Kernel Compilation 5.4Time To Compile2 x EPYC 77422 x EPYC 7F722 x EPYC 7532EPYC 77422 x EPYC 74522 x Xeon Gold 6258R2 x Xeon Platinum 82802 x EPYC 7F522 x EPYC 73522 x Xeon Gold 6226R2 x Xeon Gold 5220REPYC 7F72EPYC 7502PXeon Gold 6258RXeon Platinum 82802 x EPYC 7F32EPYC 7F522 x Xeon Gold 62502 x EPYC 7262Xeon Gold 6226RXeon Gold 5220REPYC 7F32Xeon Gold 6250Graviton2EPYC 726220406080100SE +/- 0.20, N = 13SE +/- 0.26, N = 7SE +/- 0.20, N = 14SE +/- 0.25, N = 10SE +/- 0.21, N = 13SE +/- 0.25, N = 14SE +/- 0.25, N = 14SE +/- 0.33, N = 3SE +/- 0.30, N = 9SE +/- 0.37, N = 8SE +/- 0.34, N = 10SE +/- 0.60, N = 3SE +/- 0.49, N = 5SE +/- 0.42, N = 8SE +/- 0.42, N = 8SE +/- 0.50, N = 6SE +/- 0.63, N = 4SE +/- 0.53, N = 6SE +/- 0.58, N = 6SE +/- 0.88, N = 3SE +/- 0.87, N = 4SE +/- 0.53, N = 3SE +/- 1.28, N = 3SE +/- 0.79, N = 3SE +/- 0.68, N = 320.2024.6025.9826.5026.6227.1827.3128.0630.8836.6036.7037.0037.0140.6240.9043.7443.9146.9449.9657.7759.0176.7880.4986.6687.75

Timed LLVM Compilation

Time To Compile

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed LLVM Compilation 10.0Time To Compile2 x EPYC 77422 x EPYC 7F722 x EPYC 75322 x EPYC 7F522 x Xeon Gold 6258R2 x Xeon Platinum 8280EPYC 77422 x EPYC 74522 x EPYC 73522 x Xeon Gold 6226REPYC 7F722 x Xeon Gold 5220REPYC 7502PXeon Gold 6258RXeon Platinum 8280Graviton2EPYC 7F522 x EPYC 7F322 x Xeon Gold 62502 x EPYC 7262Xeon Gold 5220RXeon Gold 6226REPYC 7F32Xeon Gold 6250EPYC 7262140280420560700SE +/- 0.46, N = 3SE +/- 1.33, N = 3SE +/- 1.54, N = 3SE +/- 1.04, N = 3SE +/- 0.97, N = 3SE +/- 1.01, N = 3SE +/- 0.15, N = 3SE +/- 0.74, N = 3SE +/- 2.07, N = 3SE +/- 3.51, N = 3SE +/- 2.96, N = 3SE +/- 2.03, N = 3SE +/- 1.48, N = 3SE +/- 3.98, N = 3SE +/- 4.79, N = 3SE +/- 1.78, N = 3SE +/- 4.52, N = 4SE +/- 1.94, N = 3SE +/- 1.09, N = 3SE +/- 0.83, N = 3SE +/- 1.84, N = 3SE +/- 2.13, N = 3SE +/- 0.86, N = 3SE +/- 2.65, N = 3SE +/- 2.40, N = 3195.88202.13217.74217.83219.98221.52223.88224.56248.57279.68282.56286.78287.13306.99308.74311.08328.76332.01353.76368.99430.43433.19570.97609.86647.30

Build2

Time To Compile

OpenBenchmarking.orgSeconds, Fewer Is BetterBuild2 0.12Time To Compile2 x EPYC 7F522 x EPYC 7F722 x EPYC 77422 x Xeon Platinum 82802 x Xeon Gold 6258REPYC 77422 x EPYC 74522 x EPYC 7532EPYC 7F72EPYC 7F522 x EPYC 73522 x Xeon Gold 6226R2 x EPYC 7F32EPYC 7502P2 x Xeon Gold 5220R2 x Xeon Gold 6250Xeon Gold 6258RXeon Platinum 82802 x EPYC 7262Graviton2Xeon Gold 6226RXeon Gold 5220REPYC 7F32Xeon Gold 6250EPYC 7262306090120150SE +/- 0.15, N = 3SE +/- 0.19, N = 3SE +/- 0.52, N = 3SE +/- 0.09, N = 3SE +/- 0.38, N = 3SE +/- 0.26, N = 3SE +/- 0.07, N = 3SE +/- 0.31, N = 3SE +/- 0.08, N = 3SE +/- 0.08, N = 3SE +/- 0.17, N = 3SE +/- 0.09, N = 3SE +/- 0.22, N = 3SE +/- 0.15, N = 3SE +/- 0.13, N = 3SE +/- 0.32, N = 3SE +/- 0.12, N = 3SE +/- 0.13, N = 3SE +/- 0.03, N = 3SE +/- 0.27, N = 3SE +/- 0.05, N = 3SE +/- 0.15, N = 3SE +/- 0.54, N = 3SE +/- 1.16, N = 3SE +/- 0.79, N = 358.1958.2860.9162.7863.0563.7964.6864.6966.2569.5470.2970.6170.6871.5672.1573.3573.5674.1280.6686.1588.9891.6498.78105.60113.85

Basis Universal

Settings: UASTC Level 3

OpenBenchmarking.orgSeconds, Fewer Is BetterBasis Universal 1.12Settings: UASTC Level 32 x EPYC 77422 x EPYC 7F722 x EPYC 75322 x EPYC 7452EPYC 77422 x Xeon Gold 6258R2 x Xeon Platinum 82802 x EPYC 7F522 x EPYC 7352Graviton2EPYC 7502PEPYC 7F722 x Xeon Gold 6226R2 x Xeon Gold 5220RXeon Gold 6258RXeon Platinum 8280EPYC 7F522 x EPYC 7F322 x Xeon Gold 62502 x EPYC 7262Xeon Gold 6226RXeon Gold 5220REPYC 7F32Xeon Gold 6250EPYC 72621530456075SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.04, N = 3SE +/- 0.02, N = 3SE +/- 0.02, N = 3SE +/- 0.02, N = 3SE +/- 0.02, N = 3SE +/- 0.03, N = 3SE +/- 0.04, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.05, N = 3SE +/- 0.02, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.04, N = 3SE +/- 0.02, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 313.1617.1717.3417.7017.7619.7119.8920.4821.0621.1925.1426.5127.2327.9830.4530.6933.5333.7437.2338.5944.9446.7160.1266.3869.081. (CXX) g++ options: -std=c++11 -fvisibility=hidden -fPIC -fno-strict-aliasing -O3 -rdynamic -lm -lpthread

Mlpack Benchmark

Benchmark: scikit_ica

OpenBenchmarking.orgSeconds, Fewer Is BetterMlpack BenchmarkBenchmark: scikit_icaXeon Gold 6250EPYC 7F32EPYC 7F522 x EPYC 77422 x Xeon Gold 6250EPYC 7262EPYC 77422 x EPYC 7F322 x EPYC 7F72Xeon Gold 6226REPYC 7F722 x Xeon Platinum 82802 x Xeon Gold 6258R2 x EPYC 74522 x EPYC 7532Xeon Platinum 8280Xeon Gold 6258R2 x EPYC 7F52Xeon Gold 5220R2 x EPYC 7262EPYC 7502P2 x EPYC 73522 x Xeon Gold 6226R2 x Xeon Gold 5220RGraviton2306090120150SE +/- 0.30, N = 3SE +/- 0.61, N = 3SE +/- 0.50, N = 3SE +/- 0.38, N = 3SE +/- 0.79, N = 3SE +/- 0.68, N = 3SE +/- 0.25, N = 3SE +/- 0.81, N = 3SE +/- 0.64, N = 3SE +/- 0.45, N = 3SE +/- 0.71, N = 3SE +/- 0.59, N = 3SE +/- 0.15, N = 3SE +/- 0.45, N = 3SE +/- 0.32, N = 3SE +/- 0.21, N = 3SE +/- 0.13, N = 3SE +/- 0.55, N = 3SE +/- 0.25, N = 3SE +/- 0.87, N = 4SE +/- 0.48, N = 3SE +/- 0.13, N = 3SE +/- 0.30, N = 3SE +/- 1.07, N = 4SE +/- 1.27, N = 350.0953.1353.2655.1855.5457.6157.6960.7561.5461.8261.9363.3563.3864.2765.6067.3667.3667.4868.1968.6268.9170.2874.6377.41111.90

Mlpack Benchmark

Benchmark: scikit_svm

OpenBenchmarking.orgSeconds, Fewer Is BetterMlpack BenchmarkBenchmark: scikit_svmEPYC 7F52EPYC 7F322 x EPYC 7F522 x EPYC 7F32EPYC 7F722 x EPYC 7F72EPYC 7742EPYC 7262EPYC 7502P2 x Xeon Gold 6250Xeon Gold 62502 x EPYC 77422 x EPYC 74522 x EPYC 72622 x EPYC 7352Xeon Gold 6258RXeon Platinum 82802 x Xeon Platinum 82802 x EPYC 75322 x Xeon Gold 6258R2 x Xeon Gold 6226RXeon Gold 5220R2 x Xeon Gold 5220RXeon Gold 6226RGraviton2612182430SE +/- 0.04, N = 3SE +/- 0.00, N = 3SE +/- 0.05, N = 3SE +/- 0.08, N = 3SE +/- 0.07, N = 3SE +/- 0.04, N = 3SE +/- 0.05, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.07, N = 3SE +/- 0.04, N = 3SE +/- 0.33, N = 15SE +/- 0.31, N = 15SE +/- 0.25, N = 15SE +/- 0.32, N = 15SE +/- 0.04, N = 3SE +/- 0.07, N = 3SE +/- 0.09, N = 3SE +/- 0.20, N = 3SE +/- 0.11, N = 3SE +/- 0.13, N = 3SE +/- 0.09, N = 3SE +/- 0.04, N = 3SE +/- 0.00, N = 3SE +/- 0.02, N = 312.8612.9412.9913.1013.5413.7014.5814.6614.7615.4715.7215.9516.3916.4216.5017.1117.1917.1917.2317.3317.7717.8217.9217.9223.71

Mlpack Benchmark

Benchmark: scikit_linearridgeregression

OpenBenchmarking.orgSeconds, Fewer Is BetterMlpack BenchmarkBenchmark: scikit_linearridgeregressionEPYC 7742Xeon Gold 6258RXeon Platinum 8280EPYC 7F722 x Xeon Gold 62502 x EPYC 7742Graviton2EPYC 7F522 x Xeon Gold 6258REPYC 7502P2 x Xeon Platinum 82802 x EPYC 7F72Xeon Gold 6226R2 x EPYC 75322 x EPYC 7F522 x EPYC 74522 x EPYC 7F32Xeon Gold 62502 x Xeon Gold 6226R2 x EPYC 7262Xeon Gold 5220REPYC 7F322 x EPYC 73522 x Xeon Gold 5220REPYC 72620.58051.1611.74152.3222.9025SE +/- 0.02, N = 3SE +/- 0.02, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.04, N = 15SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.03, N = 3SE +/- 0.01, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 15SE +/- 0.02, N = 8SE +/- 0.03, N = 3SE +/- 0.02, N = 15SE +/- 0.02, N = 15SE +/- 0.04, N = 15SE +/- 0.04, N = 3SE +/- 0.03, N = 3SE +/- 0.02, N = 3SE +/- 0.06, N = 14SE +/- 0.06, N = 12SE +/- 0.02, N = 31.661.661.671.691.741.761.761.781.781.811.821.841.931.951.951.971.992.072.082.232.252.252.292.392.58

Scikit-Learn

OpenBenchmarking.orgSeconds, Fewer Is BetterScikit-Learn 0.22.1Xeon Gold 62502 x Xeon Gold 6250Xeon Platinum 8280Xeon Gold 6258R2 x Xeon Platinum 82802 x Xeon Gold 6258REPYC 7F522 x EPYC 7F32EPYC 7F322 x EPYC 7F52Xeon Gold 6226REPYC 7F72Xeon Gold 5220R2 x EPYC 7F722 x Xeon Gold 6226R2 x Xeon Gold 5220REPYC 77422 x EPYC 7742EPYC 7502P2 x EPYC 74522 x EPYC 7262EPYC 72622 x EPYC 75322 x EPYC 7352Graviton248121620SE +/- 0.033, N = 3SE +/- 0.074, N = 3SE +/- 0.042, N = 3SE +/- 0.089, N = 3SE +/- 0.122, N = 3SE +/- 0.122, N = 3SE +/- 0.016, N = 3SE +/- 0.014, N = 3SE +/- 0.007, N = 3SE +/- 0.029, N = 3SE +/- 0.029, N = 3SE +/- 0.014, N = 3SE +/- 0.034, N = 3SE +/- 0.066, N = 3SE +/- 0.055, N = 3SE +/- 0.024, N = 3SE +/- 0.006, N = 3SE +/- 0.010, N = 3SE +/- 0.011, N = 3SE +/- 0.049, N = 3SE +/- 0.063, N = 3SE +/- 0.011, N = 3SE +/- 0.048, N = 3SE +/- 0.136, N = 6SE +/- 0.189, N = 38.5258.8199.1279.2839.3929.4529.5719.7359.7429.8889.9249.92810.11210.12510.44910.45810.46310.53310.61810.78810.82310.89410.91311.53114.035

Timed MrBayes Analysis

Performance / Cost - Primate Phylogeny Analysis

OpenBenchmarking.orgSeconds x Dollar, Fewer Is BetterTimed MrBayes Analysis 3.2.7Performance / Cost - Primate Phylogeny AnalysisXeon Gold 6226RXeon Gold 5220REPYC 7502P2 x EPYC 73522 x Xeon Gold 6226R2 x Xeon Gold 5220R100K200K300K400K500K179491.60232117.66232131.08308509.66360596.72465771.461. Xeon Gold 6226R: $1451 reported cost.2. Xeon Gold 5220R: $1726 reported cost.3. EPYC 7502P: $2479 reported cost.4. 2 x EPYC 7352: $3016 reported cost.5. 2 x Xeon Gold 6226R: $2902 reported cost.6. 2 x Xeon Gold 5220R: $3452 reported cost.

Timed Linux Kernel Compilation

Performance / Cost - Time To Compile

OpenBenchmarking.orgSeconds x Dollar, Fewer Is BetterTimed Linux Kernel Compilation 5.4Performance / Cost - Time To CompileXeon Gold 6226REPYC 7502P2 x EPYC 7352Xeon Gold 5220R2 x Xeon Gold 6226R2 x Xeon Gold 5220R30K60K90K120K150K83827.1791757.7193122.02101854.71106198.69126684.951. Xeon Gold 6226R: $1451 reported cost.2. EPYC 7502P: $2479 reported cost.3. 2 x EPYC 7352: $3016 reported cost.4. Xeon Gold 5220R: $1726 reported cost.5. 2 x Xeon Gold 6226R: $2902 reported cost.6. 2 x Xeon Gold 5220R: $3452 reported cost.

Timed LLVM Compilation

Performance / Cost - Time To Compile

OpenBenchmarking.orgSeconds x Dollar, Fewer Is BetterTimed LLVM Compilation 10.0Performance / Cost - Time To CompileXeon Gold 6226REPYC 7502PXeon Gold 5220R2 x EPYC 73522 x Xeon Gold 6226R2 x Xeon Gold 5220R200K400K600K800K1000K628560.14711787.83742915.28749681.09811637.16989971.461. Xeon Gold 6226R: $1451 reported cost.2. EPYC 7502P: $2479 reported cost.3. Xeon Gold 5220R: $1726 reported cost.4. 2 x EPYC 7352: $3016 reported cost.5. 2 x Xeon Gold 6226R: $2902 reported cost.6. 2 x Xeon Gold 5220R: $3452 reported cost.

Build2

Performance / Cost - Time To Compile

OpenBenchmarking.orgSeconds x Dollar, Fewer Is BetterBuild2 0.12Performance / Cost - Time To CompileXeon Gold 6226RXeon Gold 5220REPYC 7502P2 x Xeon Gold 6226R2 x EPYC 73522 x Xeon Gold 5220R50K100K150K200K250K129105.63158172.37177392.28204904.42211985.59249065.251. Xeon Gold 6226R: $1451 reported cost.2. Xeon Gold 5220R: $1726 reported cost.3. EPYC 7502P: $2479 reported cost.4. 2 x Xeon Gold 6226R: $2902 reported cost.5. 2 x EPYC 7352: $3016 reported cost.6. 2 x Xeon Gold 5220R: $3452 reported cost.

Basis Universal

Performance / Cost - Settings: UASTC Level 3

OpenBenchmarking.orgSeconds x Dollar, Fewer Is BetterBasis Universal 1.12Performance / Cost - Settings: UASTC Level 3EPYC 7502P2 x EPYC 7352Xeon Gold 6226R2 x Xeon Gold 6226RXeon Gold 5220R2 x Xeon Gold 5220R20K40K60K80K100K62327.0263510.9365212.2979009.8580618.0196590.411. EPYC 7502P: $2479 reported cost.2. 2 x EPYC 7352: $3016 reported cost.3. Xeon Gold 6226R: $1451 reported cost.4. 2 x Xeon Gold 6226R: $2902 reported cost.5. Xeon Gold 5220R: $1726 reported cost.6. 2 x Xeon Gold 5220R: $3452 reported cost.

Mlpack Benchmark

Performance / Cost - Benchmark: scikit_ica

OpenBenchmarking.orgSeconds x Dollar, Fewer Is BetterMlpack BenchmarkPerformance / Cost - Benchmark: scikit_icaXeon Gold 6226RXeon Gold 5220REPYC 7502P2 x EPYC 73522 x Xeon Gold 6226R2 x Xeon Gold 5220R60K120K180K240K300K89700.82117695.94170827.89211964.48216576.26267219.321. Xeon Gold 6226R: $1451 reported cost.2. Xeon Gold 5220R: $1726 reported cost.3. EPYC 7502P: $2479 reported cost.4. 2 x EPYC 7352: $3016 reported cost.5. 2 x Xeon Gold 6226R: $2902 reported cost.6. 2 x Xeon Gold 5220R: $3452 reported cost.

Mlpack Benchmark

Performance / Cost - Benchmark: scikit_svm

OpenBenchmarking.orgSeconds x Dollar, Fewer Is BetterMlpack BenchmarkPerformance / Cost - Benchmark: scikit_svmXeon Gold 6226RXeon Gold 5220REPYC 7502P2 x EPYC 73522 x Xeon Gold 6226R2 x Xeon Gold 5220R13K26K39K52K65K26001.9230757.3236590.0449764.0051568.5461859.841. Xeon Gold 6226R: $1451 reported cost.2. Xeon Gold 5220R: $1726 reported cost.3. EPYC 7502P: $2479 reported cost.4. 2 x EPYC 7352: $3016 reported cost.5. 2 x Xeon Gold 6226R: $2902 reported cost.6. 2 x Xeon Gold 5220R: $3452 reported cost.

Mlpack Benchmark

Performance / Cost - Benchmark: scikit_linearridgeregression

OpenBenchmarking.orgSeconds x Dollar, Fewer Is BetterMlpack BenchmarkPerformance / Cost - Benchmark: scikit_linearridgeregressionXeon Gold 6226RXeon Gold 5220REPYC 7502P2 x Xeon Gold 6226R2 x EPYC 73522 x Xeon Gold 5220R2K4K6K8K10K2800.433883.504486.996036.166906.648250.281. Xeon Gold 6226R: $1451 reported cost.2. Xeon Gold 5220R: $1726 reported cost.3. EPYC 7502P: $2479 reported cost.4. 2 x Xeon Gold 6226R: $2902 reported cost.5. 2 x EPYC 7352: $3016 reported cost.6. 2 x Xeon Gold 5220R: $3452 reported cost.

Scikit-Learn

Performance / Cost -

OpenBenchmarking.orgSeconds x Dollar, Fewer Is BetterScikit-Learn 0.22.1Performance / Cost -Xeon Gold 6226RXeon Gold 5220REPYC 7502P2 x Xeon Gold 6226R2 x EPYC 73522 x Xeon Gold 5220R8K16K24K32K40K14399.7217453.3126322.0230323.0034777.5036101.021. Xeon Gold 6226R: $1451 reported cost.2. Xeon Gold 5220R: $1726 reported cost.3. EPYC 7502P: $2479 reported cost.4. 2 x Xeon Gold 6226R: $2902 reported cost.5. 2 x EPYC 7352: $3016 reported cost.6. 2 x Xeon Gold 5220R: $3452 reported cost.

Phoronix Test Suite v10.8.4