Xeon Tests

2 x Intel Xeon Platinum 8259L testing with a ASRockRack EP2C621D16-4LP (P2.20 BIOS) and llvmpipe 188GB on Ubuntu 19.10 via the Phoronix Test Suite.

Compare your own system(s) to this result file with the Phoronix Test Suite by running the command: phoronix-test-suite benchmark 2009176-VE-2004196VE31
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AV1 2 Tests
Bioinformatics 2 Tests
Chess Test Suite 2 Tests
Timed Code Compilation 5 Tests
C/C++ Compiler Tests 16 Tests
Compression Tests 2 Tests
CPU Massive 27 Tests
Creator Workloads 14 Tests
Cryptography 3 Tests
Encoding 3 Tests
Fortran Tests 4 Tests
Game Development 3 Tests
HPC - High Performance Computing 13 Tests
Java 2 Tests
Machine Learning 4 Tests
Molecular Dynamics 3 Tests
MPI Benchmarks 5 Tests
Multi-Core 28 Tests
NVIDIA GPU Compute 4 Tests
Intel oneAPI 4 Tests
OpenMPI Tests 6 Tests
Programmer / Developer System Benchmarks 9 Tests
Python 5 Tests
Renderers 7 Tests
Scientific Computing 6 Tests
Server 2 Tests
Server CPU Tests 22 Tests
Single-Threaded 6 Tests
Video Encoding 3 Tests
Common Workstation Benchmarks 2 Tests

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  Test
  Duration
2 x Xeon Gold 5220R
March 26 2020
  9 Hours, 36 Minutes
Xeon Gold 5220R
March 27 2020
  10 Hours, 11 Minutes
Xeon Platinum 8280
March 28 2020
  8 Hours, 39 Minutes
2 x Xeon Platinum 8280
March 28 2020
  8 Hours, 49 Minutes
Xeon Gold 5218
March 29 2020
  11 Hours, 15 Minutes
Xeon Silver 4216
March 30 2020
  11 Hours, 48 Minutes
Xeon Gold 6226R
March 30 2020
  9 Hours, 51 Minutes
2 x Xeon Gold 6226R
March 31 2020
  9 Hours, 29 Minutes
2 x Xeon Silver 4216
March 31 2020
  10 Hours, 35 Minutes
Xeon W-3275M
April 19 2020
  9 Hours, 52 Minutes
2 x Xeon Platinum 8275CL
June 02 2020
  11 Hours, 15 Minutes
2 x Xeon Platinum 8275CL NUMA off
June 03 2020
  9 Hours, 44 Minutes
EPYC 2 7R32
August 22 2020
  7 Hours, 24 Minutes
2 x Xeon Platinum 8259CL
September 16 2020
  9 Hours, 25 Minutes
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  9 Hours, 51 Minutes

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Xeon Tests - Phoronix Test Suite

Xeon Tests

2 x Intel Xeon Platinum 8259L testing with a ASRockRack EP2C621D16-4LP (P2.20 BIOS) and llvmpipe 188GB on Ubuntu 19.10 via the Phoronix Test Suite.

HTML result view exported from: https://openbenchmarking.org/result/2009176-VE-2004196VE31&grr&sor.

Xeon TestsProcessorMotherboardChipsetMemoryDiskGraphicsMonitorNetworkAudioOSKernelDesktopDisplay ServerDisplay DriverCompilerFile-SystemScreen ResolutionOpenGL2 x Xeon Gold 5220RXeon Gold 5220RXeon Platinum 82802 x Xeon Platinum 8280Xeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216Xeon W-3275M2 x Xeon Platinum 8275CL2 x Xeon Platinum 8275CL NUMA offEPYC 2 7R322 x Xeon Platinum 8259CL2 x Intel Xeon Gold 5220R @ 3.90GHz (36 Cores / 72 Threads)GIGABYTE MD61-SC2-00 v01000100 (T15 BIOS)Intel Sky Lake-E DMI3 Registers12 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 9.3.0ext41920x1080Intel Xeon Gold 5220R @ 3.90GHz (18 Cores / 36 Threads)6 x 32 GB DDR4-2933MT/s HMA84GR7CJR4N-WM1024x768Intel Xeon Platinum 8280 @ 4.00GHz (28 Cores / 56 Threads)2 x Intel Xeon Platinum 8280 @ 4.00GHz (56 Cores / 112 Threads)12 x 32 GB DDR4-2933MT/s HMA84GR7CJR4N-WMIntel Xeon Gold 5218 @ 3.90GHz (16 Cores / 32 Threads)6 x 32 GB DDR4-2933MT/s HMA84GR7CJR4N-WM2 x VE2281920x1080Intel Xeon Silver 4216 @ 3.20GHz (16 Cores / 32 Threads)3 x VE228Intel Xeon Gold 6226R @ 3.90GHz (16 Cores / 32 Threads)4 x VE2282 x Intel Xeon Gold 6226R @ 3.90GHz (32 Cores / 64 Threads)12 x 32 GB DDR4-2933MT/s HMA84GR7CJR4N-WM5 x VE2282 x Intel Xeon Silver 4216 @ 3.20GHz (32 Cores / 64 Threads)6 x VE228Intel Xeon W-3275M @ 4.60GHz (28 Cores / 56 Threads)Supermicro X11SPA-T v1.01 (3.1 BIOS)188GB2 x 1024GB Samsung SSD 970 PRO 1TBeVGA NVIDIA GeForce RTX 2080 Ti 11GB (1350/7000MHz)Realtek ALC888-VDBenQ SW271Intel I210 + Aquantia AQC107 NBase-T/IEEEUbuntu 19.105.3.0-46-generic (x86_64)GNOME Shell 3.34.3X Server 1.20.5NVIDIA 430.504.6.0GCC 9.2.1 20191008 + CUDA 10.13840x21602 x Intel Xeon Platinum 8275CL @ 3.90GHz (48 Cores / 96 Threads)ASRockRack EP2C621D12 WS (P2.10 BIOS)32 GB + 32 GB + 16384 MB + 32 GB + 16384 MB + 32 GB + 32 GB + 32 GB DDR4-3200MT/s256GB TOSHIBA THNSNJ25 + 600GB INTEL SSDSC2BB60 + 6001GB HGST HUS726060ALllvmpipe 220GBCreative Labs EMU20k2DELL UP2516D4 x Intel X722 for 1GbE5.3.0-55-generic (x86_64)GNOME Shell 3.34.1X Server3.3 Mesa 19.2.1 (LLVM 9.0 256 bits)GCC 9.2.1 201910082560x14403.3 Mesa 19.2.8 (LLVM 9.0 256 bits)AMD EPYC 7R32 48-Core @ 2.80GHz (48 Cores / 96 Threads)Supermicro H11SSL-i v2.00 (2.1 BIOS)AMD Starship/Matisse8 x 16384 MB DDR4-3200MT/s HMA82GR7CJR8N-XN32GB Mass Storage + 256GB TOSHIBA THNSNJ25 + 600GB INTEL SSDSC2BB60 + 6001GB HGST HUS726060ALllvmpipe 126GBCrystal View2 x Intel I2105.3.0-64-generic (x86_64)3.3 Mesa 19.2.8 (LLVM 9.0 128 bits)800x6002 x Intel Xeon Platinum 8259L @ 3.50GHz (48 Cores / 96 Threads)ASRockRack EP2C621D16-4LP (P2.20 BIOS)Intel Sky Lake-E DMI3 Registers12 x 16384 MB DDR4-3200MT/s Hynix HMA82GR7CJR8N-XN256GB TOSHIBA THNSNJ25llvmpipe 188GBNVIDIA Device 10f8DELL UP2516D4 x Intel X722 for 1GbE3.3 Mesa 19.2.8 (LLVM 9.0 256 bits)2560x1440OpenBenchmarking.orgCompiler Details- 2 x Xeon Gold 5220R: --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-gnu-unique-object --enable-languages=c,ada,c++,go,brig,d,fortran,objc,obj-c++,gm2 --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-targets=nvptx-none,hsa --enable-plugin --enable-shared --enable-threads=posix --host=x86_64-linux-gnu --program-prefix=x86_64-linux-gnu- --target=x86_64-linux-gnu --with-abi=m64 --with-arch-32=i686 --with-default-libstdcxx-abi=new --with-gcc-major-version-only --with-multilib-list=m32,m64,mx32 --with-target-system-zlib=auto --with-tune=generic --without-cuda-driver -v- Xeon Gold 5220R: --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-gnu-unique-object --enable-languages=c,ada,c++,go,brig,d,fortran,objc,obj-c++,gm2 --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-targets=nvptx-none,hsa --enable-plugin --enable-shared --enable-threads=posix --host=x86_64-linux-gnu --program-prefix=x86_64-linux-gnu- --target=x86_64-linux-gnu --with-abi=m64 --with-arch-32=i686 --with-default-libstdcxx-abi=new --with-gcc-major-version-only --with-multilib-list=m32,m64,mx32 --with-target-system-zlib=auto --with-tune=generic --without-cuda-driver -v- Xeon Platinum 8280: --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-gnu-unique-object --enable-languages=c,ada,c++,go,brig,d,fortran,objc,obj-c++,gm2 --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-targets=nvptx-none,hsa --enable-plugin --enable-shared --enable-threads=posix --host=x86_64-linux-gnu --program-prefix=x86_64-linux-gnu- --target=x86_64-linux-gnu --with-abi=m64 --with-arch-32=i686 --with-default-libstdcxx-abi=new --with-gcc-major-version-only --with-multilib-list=m32,m64,mx32 --with-target-system-zlib=auto --with-tune=generic --without-cuda-driver -v- 2 x Xeon Platinum 8280: --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-gnu-unique-object --enable-languages=c,ada,c++,go,brig,d,fortran,objc,obj-c++,gm2 --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-targets=nvptx-none,hsa --enable-plugin --enable-shared --enable-threads=posix --host=x86_64-linux-gnu --program-prefix=x86_64-linux-gnu- --target=x86_64-linux-gnu --with-abi=m64 --with-arch-32=i686 --with-default-libstdcxx-abi=new --with-gcc-major-version-only --with-multilib-list=m32,m64,mx32 --with-target-system-zlib=auto --with-tune=generic --without-cuda-driver -v- Xeon Gold 5218: --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-gnu-unique-object --enable-languages=c,ada,c++,go,brig,d,fortran,objc,obj-c++,gm2 --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-targets=nvptx-none,hsa --enable-plugin --enable-shared --enable-threads=posix --host=x86_64-linux-gnu --program-prefix=x86_64-linux-gnu- --target=x86_64-linux-gnu --with-abi=m64 --with-arch-32=i686 --with-default-libstdcxx-abi=new --with-gcc-major-version-only --with-multilib-list=m32,m64,mx32 --with-target-system-zlib=auto --with-tune=generic --without-cuda-driver -v- Xeon Silver 4216: --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-gnu-unique-object --enable-languages=c,ada,c++,go,brig,d,fortran,objc,obj-c++,gm2 --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-targets=nvptx-none,hsa --enable-plugin --enable-shared --enable-threads=posix --host=x86_64-linux-gnu --program-prefix=x86_64-linux-gnu- --target=x86_64-linux-gnu --with-abi=m64 --with-arch-32=i686 --with-default-libstdcxx-abi=new --with-gcc-major-version-only --with-multilib-list=m32,m64,mx32 --with-target-system-zlib=auto --with-tune=generic --without-cuda-driver -v- Xeon Gold 6226R: --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-gnu-unique-object --enable-languages=c,ada,c++,go,brig,d,fortran,objc,obj-c++,gm2 --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-targets=nvptx-none,hsa --enable-plugin --enable-shared --enable-threads=posix --host=x86_64-linux-gnu --program-prefix=x86_64-linux-gnu- --target=x86_64-linux-gnu --with-abi=m64 --with-arch-32=i686 --with-default-libstdcxx-abi=new --with-gcc-major-version-only --with-multilib-list=m32,m64,mx32 --with-target-system-zlib=auto --with-tune=generic --without-cuda-driver -v- 2 x Xeon Gold 6226R: --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-gnu-unique-object --enable-languages=c,ada,c++,go,brig,d,fortran,objc,obj-c++,gm2 --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-targets=nvptx-none,hsa --enable-plugin --enable-shared --enable-threads=posix --host=x86_64-linux-gnu --program-prefix=x86_64-linux-gnu- --target=x86_64-linux-gnu --with-abi=m64 --with-arch-32=i686 --with-default-libstdcxx-abi=new --with-gcc-major-version-only --with-multilib-list=m32,m64,mx32 --with-target-system-zlib=auto --with-tune=generic --without-cuda-driver -v- 2 x Xeon Silver 4216: --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-gnu-unique-object --enable-languages=c,ada,c++,go,brig,d,fortran,objc,obj-c++,gm2 --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-targets=nvptx-none,hsa --enable-plugin --enable-shared --enable-threads=posix --host=x86_64-linux-gnu --program-prefix=x86_64-linux-gnu- --target=x86_64-linux-gnu --with-abi=m64 --with-arch-32=i686 --with-default-libstdcxx-abi=new --with-gcc-major-version-only --with-multilib-list=m32,m64,mx32 --with-target-system-zlib=auto --with-tune=generic --without-cuda-driver -v- Xeon W-3275M: --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-bootstrap --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-gnu-unique-object --enable-languages=c,ada,c++,go,brig,d,fortran,objc,obj-c++,gm2 --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-offload-targets=nvptx-none,hsa --enable-plugin --enable-shared --enable-threads=posix --host=x86_64-linux-gnu --program-prefix=x86_64-linux-gnu- --target=x86_64-linux-gnu --with-abi=m64 --with-arch-32=i686 --with-default-libstdcxx-abi=new --with-gcc-major-version-only --with-multilib-list=m32,m64,mx32 --with-target-system-zlib=auto --with-tune=generic --without-cuda-driver -v- 2 x Xeon Platinum 8275CL: --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-bootstrap --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-gnu-unique-object --enable-languages=c,ada,c++,go,brig,d,fortran,objc,obj-c++,gm2 --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-offload-targets=nvptx-none,hsa --enable-plugin --enable-shared --enable-threads=posix --host=x86_64-linux-gnu --program-prefix=x86_64-linux-gnu- --target=x86_64-linux-gnu --with-abi=m64 --with-arch-32=i686 --with-default-libstdcxx-abi=new --with-gcc-major-version-only --with-multilib-list=m32,m64,mx32 --with-target-system-zlib=auto --with-tune=generic --without-cuda-driver -v- 2 x Xeon Platinum 8275CL NUMA off: --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-bootstrap --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-gnu-unique-object --enable-languages=c,ada,c++,go,brig,d,fortran,objc,obj-c++,gm2 --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-offload-targets=nvptx-none,hsa --enable-plugin --enable-shared --enable-threads=posix --host=x86_64-linux-gnu --program-prefix=x86_64-linux-gnu- --target=x86_64-linux-gnu --with-abi=m64 --with-arch-32=i686 --with-default-libstdcxx-abi=new --with-gcc-major-version-only --with-multilib-list=m32,m64,mx32 --with-target-system-zlib=auto --with-tune=generic --without-cuda-driver -v- EPYC 2 7R32: --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-bootstrap --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-gnu-unique-object --enable-languages=c,ada,c++,go,brig,d,fortran,objc,obj-c++,gm2 --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-offload-targets=nvptx-none,hsa --enable-plugin --enable-shared --enable-threads=posix --host=x86_64-linux-gnu --program-prefix=x86_64-linux-gnu- --target=x86_64-linux-gnu --with-abi=m64 --with-arch-32=i686 --with-default-libstdcxx-abi=new --with-gcc-major-version-only --with-multilib-list=m32,m64,mx32 --with-target-system-zlib=auto --with-tune=generic --without-cuda-driver -v- 2 x Xeon Platinum 8259CL: --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-bootstrap --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-gnu-unique-object --enable-languages=c,ada,c++,go,brig,d,fortran,objc,obj-c++,gm2 --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-offload-targets=nvptx-none,hsa --enable-plugin --enable-shared --enable-threads=posix --host=x86_64-linux-gnu --program-prefix=x86_64-linux-gnu- --target=x86_64-linux-gnu --with-abi=m64 --with-arch-32=i686 --with-default-libstdcxx-abi=new --with-gcc-major-version-only --with-multilib-list=m32,m64,mx32 --with-target-system-zlib=auto --with-tune=generic --without-cuda-driver -vProcessor Details- 2 x Xeon Gold 5220R: Scaling Governor: intel_pstate powersave - CPU Microcode: 0x500002c- Xeon Gold 5220R: Scaling Governor: intel_pstate powersave - CPU Microcode: 0x500002c- Xeon Platinum 8280: Scaling Governor: intel_pstate powersave - CPU Microcode: 0x500002c- 2 x Xeon Platinum 8280: Scaling Governor: intel_pstate powersave - CPU Microcode: 0x500002c- Xeon Gold 5218: Scaling Governor: intel_pstate powersave - CPU Microcode: 0x500002c- Xeon Silver 4216: Scaling Governor: intel_pstate powersave - CPU Microcode: 0x500002c- Xeon Gold 6226R: Scaling Governor: intel_pstate powersave - CPU Microcode: 0x500002c- 2 x Xeon Gold 6226R: Scaling Governor: intel_pstate powersave - CPU Microcode: 0x500002c- 2 x Xeon Silver 4216: Scaling Governor: intel_pstate powersave - CPU Microcode: 0x500002c- Xeon W-3275M: Scaling Governor: intel_pstate powersave - CPU Microcode: 0x500002c- 2 x Xeon Platinum 8275CL: Scaling Governor: intel_pstate powersave - CPU Microcode: 0x500002b- 2 x Xeon Platinum 8275CL NUMA off: Scaling Governor: intel_pstate powersave - CPU Microcode: 0x500002c- EPYC 2 7R32: Scaling Governor: acpi-cpufreq ondemand - CPU Microcode: 0x8301034- 2 x Xeon Platinum 8259CL: Scaling Governor: intel_pstate powersave - CPU Microcode: 0x4002f01Java Details- 2 x Xeon Gold 5220R: OpenJDK Runtime Environment (build 11.0.6+10-post-Ubuntu-2ubuntu2)- Xeon Gold 5220R: OpenJDK Runtime Environment (build 11.0.6+10-post-Ubuntu-2ubuntu2)- Xeon Platinum 8280: OpenJDK Runtime Environment (build 11.0.6+10-post-Ubuntu-2ubuntu2)- 2 x Xeon Platinum 8280: OpenJDK Runtime Environment (build 11.0.6+10-post-Ubuntu-2ubuntu2)- Xeon Gold 5218: OpenJDK Runtime Environment (build 11.0.6+10-post-Ubuntu-2ubuntu2)- Xeon Silver 4216: OpenJDK Runtime Environment (build 11.0.6+10-post-Ubuntu-2ubuntu2)- Xeon Gold 6226R: OpenJDK Runtime Environment (build 11.0.6+10-post-Ubuntu-2ubuntu2)- 2 x Xeon Gold 6226R: OpenJDK Runtime Environment (build 11.0.6+10-post-Ubuntu-2ubuntu2)- 2 x Xeon Silver 4216: OpenJDK Runtime Environment (build 11.0.6+10-post-Ubuntu-2ubuntu2)- Xeon W-3275M: OpenJDK Runtime Environment (build 11.0.6+10-post-Ubuntu-1ubuntu119.10.1)- 2 x Xeon Platinum 8275CL: OpenJDK Runtime Environment (build 11.0.7+10-post-Ubuntu-2ubuntu219.10)- 2 x Xeon Platinum 8275CL NUMA off: OpenJDK Runtime Environment (build 11.0.7+10-post-Ubuntu-2ubuntu219.10)- EPYC 2 7R32: OpenJDK Runtime Environment (build 11.0.7+10-post-Ubuntu-2ubuntu219.10)- 2 x Xeon Platinum 8259CL: OpenJDK Runtime Environment (build 11.0.7+10-post-Ubuntu-2ubuntu219.10)Python Details- 2 x Xeon Gold 5220R: + Python 3.8.2- Xeon Gold 5220R: + Python 3.8.2- Xeon Platinum 8280: + Python 3.8.2- 2 x Xeon Platinum 8280: + Python 3.8.2- Xeon Gold 5218: + Python 3.8.2- Xeon Silver 4216: + Python 3.8.2- Xeon Gold 6226R: + Python 3.8.2- 2 x Xeon Gold 6226R: + Python 3.8.2- 2 x Xeon Silver 4216: + Python 3.8.2- Xeon W-3275M: Python 2.7.17 + Python 3.7.5- 2 x Xeon Platinum 8275CL: Python 2.7.17 + Python 3.7.5- 2 x Xeon Platinum 8275CL NUMA off: Python 2.7.17 + Python 3.7.5- EPYC 2 7R32: Python 2.7.17 + Python 3.7.5- 2 x Xeon Platinum 8259CL: Python 2.7.17 + Python 3.7.5Security Details- 2 x Xeon Gold 5220R: itlb_multihit: KVM: Mitigation of Split huge pages + l1tf: Not affected + mds: Not affected + meltdown: Not affected + spec_store_bypass: Mitigation of SSB disabled via prctl and seccomp + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Enhanced IBRS IBPB: conditional RSB filling + tsx_async_abort: Mitigation of TSX disabled- Xeon Gold 5220R: itlb_multihit: KVM: Mitigation of Split huge pages + l1tf: Not affected + mds: Not affected + meltdown: Not affected + spec_store_bypass: Mitigation of SSB disabled via prctl and seccomp + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Enhanced IBRS IBPB: conditional RSB filling + tsx_async_abort: Mitigation of TSX disabled- Xeon Platinum 8280: itlb_multihit: KVM: Mitigation of Split huge pages + l1tf: Not affected + mds: Not affected + meltdown: Not affected + spec_store_bypass: Mitigation of SSB disabled via prctl and seccomp + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Enhanced IBRS IBPB: conditional RSB filling + tsx_async_abort: Mitigation of TSX disabled- 2 x Xeon Platinum 8280: itlb_multihit: KVM: Mitigation of Split huge pages + l1tf: Not affected + mds: Not affected + meltdown: Not affected + spec_store_bypass: Mitigation of SSB disabled via prctl and seccomp + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Enhanced IBRS IBPB: conditional RSB filling + tsx_async_abort: Mitigation of TSX disabled- Xeon Gold 5218: itlb_multihit: KVM: Mitigation of Split huge pages + l1tf: Not affected + mds: Not affected + meltdown: Not affected + spec_store_bypass: Mitigation of SSB disabled via prctl and seccomp + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Enhanced IBRS IBPB: conditional RSB filling + tsx_async_abort: Mitigation of TSX disabled- Xeon Silver 4216: itlb_multihit: KVM: Mitigation of Split huge pages + l1tf: Not affected + mds: Not affected + meltdown: Not affected + spec_store_bypass: Mitigation of SSB disabled via prctl and seccomp + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Enhanced IBRS IBPB: conditional RSB filling + tsx_async_abort: Mitigation of TSX disabled- Xeon Gold 6226R: itlb_multihit: KVM: Mitigation of Split huge pages + l1tf: Not affected + mds: Not affected + meltdown: Not affected + spec_store_bypass: Mitigation of SSB disabled via prctl and seccomp + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Enhanced IBRS IBPB: conditional RSB filling + tsx_async_abort: Mitigation of TSX disabled- 2 x Xeon Gold 6226R: itlb_multihit: KVM: Mitigation of Split huge pages + l1tf: Not affected + mds: Not affected + meltdown: Not affected + spec_store_bypass: Mitigation of SSB disabled via prctl and seccomp + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Enhanced IBRS IBPB: conditional RSB filling + tsx_async_abort: Mitigation of TSX disabled- 2 x Xeon Silver 4216: itlb_multihit: KVM: Mitigation of Split huge pages + l1tf: Not affected + mds: Not affected + meltdown: Not affected + spec_store_bypass: Mitigation of SSB disabled via prctl and seccomp + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Enhanced IBRS IBPB: conditional RSB filling + tsx_async_abort: Mitigation of TSX disabled- Xeon W-3275M: itlb_multihit: KVM: Mitigation of Split huge pages + l1tf: Not affected + mds: Not affected + meltdown: Not affected + spec_store_bypass: Mitigation of SSB disabled via prctl and seccomp + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Enhanced IBRS IBPB: conditional RSB filling + tsx_async_abort: Mitigation of TSX disabled- 2 x Xeon Platinum 8275CL: itlb_multihit: KVM: Mitigation of Split huge pages + l1tf: Not affected + mds: Not affected + meltdown: Not affected + spec_store_bypass: Mitigation of SSB disabled via prctl and seccomp + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Enhanced IBRS IBPB: conditional RSB filling + tsx_async_abort: Mitigation of TSX disabled- 2 x Xeon Platinum 8275CL NUMA off: itlb_multihit: KVM: Mitigation of Split huge pages + l1tf: Not affected + mds: Not affected + meltdown: Not affected + spec_store_bypass: Mitigation of SSB disabled via prctl and seccomp + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Enhanced IBRS IBPB: conditional RSB filling + tsx_async_abort: Mitigation of TSX disabled- EPYC 2 7R32: itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + spec_store_bypass: Mitigation of SSB disabled via prctl and seccomp + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Full AMD retpoline IBPB: conditional IBRS_FW STIBP: conditional RSB filling + srbds: Not affected + tsx_async_abort: Not affected- 2 x Xeon Platinum 8259CL: itlb_multihit: KVM: Mitigation of Split huge pages + l1tf: Not affected + mds: Not affected + meltdown: Not affected + spec_store_bypass: Mitigation of SSB disabled via prctl and seccomp + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Enhanced IBRS IBPB: conditional RSB filling + srbds: Not affected + tsx_async_abort: Mitigation of TSX disabledOpenCL Details- Xeon W-3275M: GPU Compute Cores: 4352

Xeon Testsbuild-gcc: Time To Compilemkl-dnn: Convolution Batch conv_all - bf16bf16bf16mkl-dnn: Convolution Batch conv_all - u8s8f32mkl-dnn: Convolution Batch conv_all - f32mkl-dnn: Deconvolution Batch deconv_all - bf16bf16bf16mkl-dnn: Deconvolution Batch deconv_all - f32blender: Barbershop - CPU-Onlyhpcg: build-llvm: Time To Compileblender: Pabellon Barcelona - CPU-Onlyradiance: Serialnumpy: pgbench: Buffer Test - Normal Load - Read Writepgbench: Buffer Test - Normal Load - Read Onlymlpack: scikit_linearridgeregressionmlpack: scikit_qdarenaissance: Savina Reactors.IOblender: Classroom - CPU-Onlyospray: San Miguel - Path Tracerdav1d: Chimera 1080p 10-bitasmfish: 1024 Hash Memory, 26 Depthluxcorerender: Rainbow Colors and Prismmrbayes: Primate Phylogeny Analysisappleseed: Emilybuild-gdb: Time To Compileospray: XFrog Forest - SciVisospray: XFrog Forest - Path Tracermkl-dnn: Convolution Batch conv_googlenet_v3 - bf16bf16bf16mkl-dnn: Convolution Batch conv_googlenet_v3 - u8s8f32mkl-dnn: Convolution Batch conv_googlenet_v3 - f32ospray: San Miguel - SciVisblender: Fishy Cat - CPU-Onlyappleseed: Material Testerbuild-linux-kernel: Time To Compiledeepspeech: CPUmlpack: scikit_icapyperformance: python_startupospray: NASA Streamlines - Path Tracerbuild2: Time To Compileradiance: SMP Parallelblender: BMW27 - CPU-Onlyappleseed: Disney Materialstockfish: Total Timev-ray: CPUnpb: EP.Drenaissance: Apache Spark PageRanknamd: ATPase Simulation - 327,506 Atomsluxcorerender: DLSCjohn-the-ripper: MD5renaissance: Apache Spark Bayesmkl-dnn: Convolution Batch conv_3d - u8s8f32basis: ETC1Spyperformance: floatmkl-dnn: IP Batch All - u8s8f32himeno: Poisson Pressure Solvermkl-dnn: IP Batch All - f32pyperformance: regex_compilenpb: BT.Cmkl-dnn: Convolution Batch conv_3d - bf16bf16bf16embree: Pathtracer - Asian Dragon Objembree: Pathtracer ISPC - Asian Dragon Objpyperformance: django_templatebasis: UASTC Level 3mkl-dnn: IP Batch 1D - f32john-the-ripper: Blowfishospray: NASA Streamlines - SciVislzbench: Crush 0 - Decompressionlzbench: Crush 0 - Compressionembree: Pathtracer ISPC - Crownnpb: LU.Ctungsten: Water Causticintel-mpi: IMB-P2P PingPongembree: Pathtracer - Crownpybench: Total For Average Test Timeslzbench: Zstd 8 - Decompressionlzbench: Zstd 8 - Compressionlzbench: Brotli 2 - Decompressionlzbench: Brotli 2 - Compressionlzbench: Zstd 1 - Decompressionlzbench: Zstd 1 - Compressionmkl-dnn: Deconvolution Batch deconv_3d - u8s8f32embree: Pathtracer - Asian Dragonmlpack: scikit_svmcompress-zstd: Compressing ubuntu-16.04.3-server-i386.img, Compression Level 19svt-av1: Enc Mode 4 - 1080pmkl-dnn: Convolution Batch conv_alexnet - bf16bf16bf16mkl-dnn: Deconvolution Batch deconv_1d - u8s8f32mkl-dnn: Deconvolution Batch deconv_1d - bf16bf16bf16mkl-dnn: Deconvolution Batch deconv_1d - f32embree: Pathtracer ISPC - Asian Dragondav1d: Summer Nature 4Kmkl-dnn: Convolution Batch conv_alexnet - u8s8f32arrayfire: BLAS CPUphpbench: PHP Benchmark Suitemkl-dnn: Convolution Batch conv_alexnet - f32renaissance: Scala Dottyospray: Magnetic Reconnection - SciVismkl-dnn: IP Batch 1D - bf16bf16bf16tungsten: Hairnpb: SP.Barrayfire: Conjugate Gradient CPUdav1d: Summer Nature 1080psvt-av1: Enc Mode 8 - 1080psmhasher: wyhashsmhasher: wyhashscikit-learn: dacapobench: Jythonsvt-vp9: Visual Quality Optimized - Bosphorus 1080pnpb: MG.Coidn: Memorialnettle: aes256npb: EP.Clammps: Rhodopsin Proteinmkl-dnn: Deconvolution Batch deconv_3d - bf16bf16bf16mkl-dnn: Deconvolution Batch deconv_3d - f32cloverleaf: Lagrangian-Eulerian Hydrodynamicsnettle: sha512nettle: chachanettle: poly1305-aes2 x Xeon Gold 5220RXeon Gold 5220RXeon Platinum 82802 x Xeon Platinum 8280Xeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216Xeon W-3275M2 x Xeon Platinum 8275CL2 x Xeon Platinum 8275CL NUMA offEPYC 2 7R322 x Xeon Platinum 8259CL1060.5783917.522479.28999.5443152.411278.25260.5625.6303286.782208.30746.918300.7334227.724903598798.5713242.3942.6926257.008165.963.9570.81855018514.46134.928180.645797146.4397.193.98187.16815.754254.819043.4898.24189.45965336.699125.1186377.4111.210.4272.151230.56160.6788.85663474235829402703780.5924540.7200.603334.4448210003662.7674896.4154.5541134.086053404.69086110.6348167100761.2915.217732.330137.149847.327.9812.230095132455.564199333.4469108883.4023.336719650424.33333329.5153110011017461317211474373112.3635.875717.9210.4495.302712.2010.5608907.229752.1268043.0983177.8935.97782359.13631283122.7617414.61947.625.7279111.072650932.889.898321.8449.20918.80610.4584877237.5758984.1827.976159.213768.6617.3789.425912.697001.06489.151024.9752797.221167.6837839.954826.711948.775695.581920.74456.4713.3529430.426404.78749.923313.7645518.593515383120.6905092.2534.2422776.295328.812.1458.05432179392.48134.483284.27974151.9093.702.06369.28728.4532108.16123.26175.95162.86035359.012126.0780168.1911.35.3891.641242.515113.30158.7723838167326218861966.6121704.4851.157452.3225060003150.0969696.9256.0181144.610543398.3974558.9079516850787.7929.917317.795720.341847.146.7084.499852554728.574289817.660456744.8725.008010276849.52173916.0514111411947665117611804446072.5719.610517.8210.3554.2851433.470.84370913.14283.3643223.6042160.5966.73521201.54629690244.7457556.32927.038.6859018.984023346.566.409274.9833.08818.81510.1124834224.0131197.2218.416133.911863.159.53516.82534.889661.28485.861020.0932779.781063.7053497.472846.12765.7452935.991113.54287.8014.9097308.741246.31728.361330.3353139.057777560887.7666961.6730.4521975.122198.253.5265.40687620754.11128.848197.649505144.6436.253.46166.98411.290042.075838.46110.67123.97910340.898118.0937767.3611.29.4974.11823569.80103.83309962891312347103283.3820621.2290.707093.7940900002674.1755919.9451.4461093.231213510.2051596.7950916471842.3414.078029.206133.049046.230.6892.39451428645044010128.773074255.6722.016716653864.76811626.2800107612247767318112124573716.9832.247417.198.2036.030637.3740.3710366.553741.4623238.3100199.0826.83913432.1664916494.19376664.25442.874.8317012.686332682.144.115323.2051.91722.6789.1274547265.4037089.0531.106313.163194.1815.3147.696051.962790.96501.981051.1112867.481005.5301766.351517.44496.8161779.15881.783187.3328.8542221.515129.01728.246321.8224466.911227909916.4900861.8238.3526764.941100.476.5385.141338398967.15129.986154.980752142.69512.056.6786.53917.4605023.177269.5266.39193.4424127.309122.2246863.3511.218.1862.776226.07638.7968.618272119715795643316284.6523588.3970.362267.1978800003228.6333005.4852.6941093.110023514.6041069.52466164136046.537.9291251.785358.694545.919.8851.639868408490.914289653.2304140090.3221.589631821690.55072545.6121107311247562317611684491893.7257.487017.199.1377.033320.0600.3944554.068471.2402968.4241221.3119.81433430.2864969349.84376890.60671.433.659647.8270670893.417.481409.8856.98222.6779.3924711233.1769175.1234.496320.006104.9424.7884.358171.136080.69500.981051.9362868.691218.87410255.25840.262363.006721.021699.69589.0713.0138501.218531.98747.844315.1440894.896756322051.6311872.4637.4127198.080433.421.7555.88365618171.88147.734328.139133156.2993.011.68484.59434.6031131.08818.87229.28179.75150567.156128.4069268.7811.14.37101.716241.897149.39182.55797232424332169811635.7823703.0291.511681.7419126673477.33111821.358.4731144.838753405.0358979.3095916748617.0539.998513.852616.768547.255.2094.756962140323.264309614.416348143.4925.96359066471.043478312.3882110111957465517611844467189.0315.310417.9811.1223.3391874.470.97673016.54843.9948819.4321136.8681.07051002.09632455298.3008286.12322.228.827122.486622329.347.042265.4627.19319.80610.2865096172.8230328.6515.806164.791621.488.15821.42905.804201.37489.511024.4932798.561398.02010258.06241.163129.936721.542201.04593.1311.8883531.152531.39909.318272.1240373.304894313376.7799172.9740.7522798.382432.111.4050.10350854961.88193.466345.389961177.7722.341.31484.89545.0502171.42814.71229.71188.77675671.770135.9974481.3615.43.41109.699299.739149.02194.40184331174576171051571.4925271.4331.517211.7718933333588.69212300.367.4611375.592752823.59536410.193020446389.7940.019213.882713.491857.558.2465.166582042418.183538211.382746723.0128.89798923779.550724612.43161342998645421469733657457.8615.279620.8911.4303.3091875.231.2737516.55165.3108715.5911132.46105.826765.491515697395.4418634.69117.9410.901423.612921149.687.819232.3526.46022004.0822.13112.0305768173.1828301.1312.855024.391545.507.81021.47557.636461.49399.99837.6122291.691092.5875709.174478.931227.073966.73983.913453.2213.9581433.191400.96746.687318.8746503.283040376860.3186151.9331.9627198.856321.532.0262.32446149252.51123.702276.768654139.1203.682.02269.99117.973569.143122.69173.95156.60561457.772119.7871761.8211.05.5288.977242.002111.82155.22801439776292220742094.5321743.0191.135862.3525830002856.8509374.6054.7901154.538213401.1571358.8423316856576.1222.424317.422319.322847.344.9434.413662712629.414299516.809958594.5024.087410620968.60869515.9943110311937465317611824455864.2619.347217.9210.3304.3401042.340.5286329.903622.2312622.4598170.0742.22022137.03632431155.3686999.49725.485.7143918.612923859.796.451307.7534.63619429.8725.1349.9244609221.9531633.622.016161.422044.2410.32512.32713.130061.27488.811024.9922795.49996.9042871.112377.91694.3242169.93711.389257.0126.5910279.682207.41745.686304.1637715.216271587882.2326992.0844.5327972.998163.323.7173.95838945144.32124.258177.661148133.4447.093.88137.73411.328236.371642.2796.41185.35715436.595123.3870274.6310.910.5670.608233.04259.4584.84410875203729347493969.6024522.2200.582374.518349776673405.4144821.2454.9471134.117793410.38393810.523916777470.6711.607631.311734.803047.127.2262.189755348555.564189131.7318106268.3323.191620467429.52173928.9602110411007260817211414372987.0834.691917.7710.2065.431527.0170.3690605.384021.4972440.4325203.1026.53633912.3063260181.14007231.01445.453.2128110.665349232.247.155358.6251.71019424.1125.12910.4494806256.9158681.4233.066157.494005.2618.1506.296471.707490.93489.421025.3842797.431268.8155156.693215.171578.243600.951364.26333.4023.1574347.827272.72907.757262.7834916.030852501697.2382312.9950.1028596.105218.062.6359.51668958103.65194.504222.968514169.7044.572.55246.44623.702887.543427.84125.35197.74044245.315133.0116094.4515.46.6286.325281.25178.72107.49808960569696275923144.7028045.9200.769823.4337640004199.4116329.9465.6441374.826032817.67305311.421520465509.9820.516325.497125.067857.534.6322.666994102134.483448021.746885606.5327.394817176230.53623223.26741343930635091429433593849.1328.203221.0910.9784.216938.9100.7703008.869133.0659028.9732159.6055.33611497.75519964197.9148583.01432.535.5650013.603142220.9416.92272.5540.54822011.2022.12912.5495802206.4252832.4720.435061.602984.0214.16110.93793.855121.00401.13841.6492294.74994.5833880.442967.92878.3903293.941292.62304.7914.1623281.678265.41665.7367.5611704.231804567696.5059121.9932.6525186.666213.363.2581.60662256413.79143.348196.929786134.8245.723.17188.61113.450449.874434.48118.09124.14730136.367123.8525254.9117.78.6966.415219.83674.96106.64339261170651330143210.5221015.5430.814343.5336540002743.6236183.1147.65394.53.592183866.0909887.5443915769347.5816.590627.195230.345849.930.6342.867154032645.4550910926.401069606.8421.551720246604.62318824.550395112988472119612995083852.3730.105715.788.3806.389702.0650.4584227.615951.7451535.1495256.6031.98933128.39734339108.5686970.904405.5630412.710431426.534.423537.8453.81926298.7718.5089.6614321282.1835376.1127.357070.603025.1114.5628.462732.275261.14550.931172.1533207.98966.5991919.502023.471206.221730.80981.058189.558.41405218.050139.11753.635338.443890.770882629984.5142532.3662.0226906.886108.975.8290.281195499017.09125.867152.902049128.95011.366.2593.359617.754933.630563.5469.93189.29616627.100113.1439653.5017.0264.503232.69541.6868.6065421098743075832624505.9626.7373883335185.6213250.8952.6085.367083440.51827719.10308.7123435.667636.665221.0601.959927777182.624349449.046122.759935954425.36231941.7899113310537359217010994392059.0340.078716.8710.9455.243348.2430.3553623.969061.3310938.7658218.1459.90406259.0164017379.11096733.16050.884.103698.2906713.22422.8955.37418770.1526.08611.0654685191.6615.066172.5522.3014.379521.17385487.551025.6032785.991032.9781918.281708.05650.9811705.35910.142190.016.32971244.910139.00753.433315.663197.742954725740.7237952.4657.2527361.597108.945.8790.781030339557.31124.297152.093681145.51011.366.2493.284210.484125.053366.6770.04194.84686129.258138.2562953.6616.9564.421227.15941.7268.2021671084125145852524666.3636.7573506674510.8303252.4853.1353.847463430.76616412.68208.6470740.850244.715120.9941.635997832783.334329549.955922.708835888907.98550741.394411239997558217210904432057.9345.767418.4210.2895.942348.3260.3547143.965101.2511651.8741216.8630.64276325.0763902657.51117042.35458.824.060418.193379.654406.6656.12218775.9426.12911.4904759228.3819.556184.2020.9844.360021.17278490.261027.5922803.55849.19211728.8710.1401485.47177.7917.0608200.039132.04730.7323.586105.728957891303.1219431.7939.5419303.561101.344.73140.141132789778.1292.361147.685856108.67511.035.85730.30642.541358.8265.67175.19370824.00572.8159949.4716.316.6059.956219.65241.7662.431047116765028628973570.4621641.9540.486147.2839720003057.0593076.7654.310149.3393769.7236648.88390213106415.5347.580645.433066.419.1931.675606647576.923808145.186999821.8922.324720348261.02898547.6464122612668356416511484181899.2452.953215.169.2305.7141131.132.2254052.3541321.171301.36990.79850052496.68816577.343407.6745551225.1835.13676.1654.47210.4195246291.1749330.1528.714665.333485.9920.8212.204710.36478.09750.3572046.351012.0352197.811793.75559.4681904.28739.163211.3327.1060232.053158.13841.647310.404009.405331795715.3113552.3042.8828107.036124.595.5889.551199123576.40139.750161.846314129.68910.425.71106.8938.7479425.772262.579.00185.22973427.581117.7261358.4811.315.62566.667258.34347.6373.581913103513853518035310.1625275.1590.445515.8865546673495.6123551.3857.8261233.048663147.9075219.97669200104107.999.2066542.761350.976964.223.0881.576877088876.923948846.1757120961.9124.543731988149.24637738.1222125210116955115710273992238.0546.792018.769.9495.955399.2980.3762224.490391.2579559.0563215.6422.38305319.5857348356.64657256.92062.54.489189.2621753978.908.430431.7653.04020225.1824.15112.4595172229.9163393.3533.895513.085052.6322.5354.871941.266490.78437.62917.7502497.86OpenBenchmarking.org

Timed GCC Compilation

Time To Compile

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed GCC Compilation 9.3.0Time To CompileEPYC 2 7R322 x Xeon Platinum 8275CLXeon W-3275M2 x Xeon Gold 6226R2 x Xeon Platinum 82802 x Xeon Platinum 8259CL2 x Xeon Platinum 8275CL NUMA off2 x Xeon Gold 5220RXeon Platinum 8280Xeon Gold 6226RXeon Gold 5220RXeon Gold 52182 x Xeon Silver 4216Xeon Silver 421630060090012001500SE +/- 0.63, N = 3SE +/- 5.92, N = 3SE +/- 0.44, N = 3SE +/- 0.70, N = 3SE +/- 0.24, N = 3SE +/- 0.68, N = 3SE +/- 1.25, N = 3SE +/- 1.42, N = 3SE +/- 0.29, N = 3SE +/- 0.43, N = 3SE +/- 0.07, N = 3SE +/- 0.04, N = 3SE +/- 0.64, N = 3SE +/- 1.02, N = 3849.19966.60994.58996.901005.531012.041032.981060.581063.711092.591167.681218.871268.821398.02

MKL-DNN DNNL

Harness: Convolution Batch conv_all - Data Type: bf16bf16bf16

OpenBenchmarking.orgms, Fewer Is BetterMKL-DNN DNNL 1.1Harness: Convolution Batch conv_all - Data Type: bf16bf16bf162 x Xeon Platinum 82802 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8259CL2 x Xeon Gold 6226RXeon Platinum 8280Xeon W-3275M2 x Xeon Gold 5220R2 x Xeon Silver 4216Xeon Gold 6226RXeon Gold 5220RXeon Gold 5218Xeon Silver 42162K4K6K8K10KSE +/- 1.13, N = 3SE +/- 0.26, N = 3SE +/- 0.16, N = 3SE +/- 0.11, N = 3SE +/- 2.73, N = 3SE +/- 0.26, N = 3SE +/- 0.11, N = 3SE +/- 3.93, N = 3SE +/- 6.81, N = 3SE +/- 0.12, N = 3SE +/- 4.68, N = 3SE +/- 0.34, N = 3SE +/- 0.35, N = 31766.351918.281919.502197.812871.113497.473880.443917.525156.695709.177839.9510255.2010258.00MIN: 1911.42MIN: 1911.94MIN: 2191.04MIN: 2860.81MIN: 3490.41MIN: 3767MIN: 3906.67MIN: 5142.07MIN: 5699.77MIN: 7795.37MIN: 10250.1MIN: 10250.41. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl

MKL-DNN DNNL

Harness: Convolution Batch conv_all - Data Type: u8s8f32

OpenBenchmarking.orgms, Fewer Is BetterMKL-DNN DNNL 1.1Harness: Convolution Batch conv_all - Data Type: u8s8f322 x Xeon Platinum 82802 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Platinum 8275CL2 x Xeon Gold 6226R2 x Xeon Gold 5220RXeon Platinum 8280Xeon W-3275M2 x Xeon Silver 4216Xeon Gold 6226RXeon Gold 5220RXeon Gold 5218Xeon Silver 4216EPYC 2 7R323K6K9K12K15KSE +/- 3.12, N = 3SE +/- 0.40, N = 3SE +/- 1.51, N = 3SE +/- 3.97, N = 3SE +/- 10.67, N = 3SE +/- 2.07, N = 3SE +/- 1.24, N = 3SE +/- 15.10, N = 3SE +/- 23.72, N = 3SE +/- 7.74, N = 3SE +/- 4.48, N = 3SE +/- 1.57, N = 3SE +/- 4.87, N = 3SE +/- 19.01, N = 31517.441708.051793.752023.472377.912479.282846.122967.923215.174478.934826.715840.266241.1611728.80MIN: 2813.78MIN: 2893.12MIN: 3181.24MIN: 4461.44MIN: 4806.63MIN: 5831.48MIN: 6214.68MIN: 11565.11. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl

MKL-DNN DNNL

Harness: Convolution Batch conv_all - Data Type: f32

OpenBenchmarking.orgms, Fewer Is BetterMKL-DNN DNNL 1.1Harness: Convolution Batch conv_all - Data Type: f322 x Xeon Platinum 82802 x Xeon Platinum 8259CL2 x Xeon Platinum 8275CL NUMA off2 x Xeon Gold 6226REPYC 2 7R32Xeon Platinum 8280Xeon W-3275M2 x Xeon Gold 5220R2 x Xeon Platinum 8275CLXeon Gold 6226R2 x Xeon Silver 4216Xeon Gold 5220RXeon Gold 5218Xeon Silver 42167001400210028003500SE +/- 0.78, N = 3SE +/- 0.29, N = 3SE +/- 5.95, N = 3SE +/- 0.79, N = 3SE +/- 2.05, N = 3SE +/- 0.39, N = 3SE +/- 0.68, N = 3SE +/- 0.29, N = 3SE +/- 7.07, N = 3SE +/- 0.59, N = 3SE +/- 1.69, N = 3SE +/- 1.16, N = 3SE +/- 0.47, N = 3SE +/- 1.30, N = 3496.82559.47650.98694.32710.14765.75878.39999.541206.221227.071578.241948.772363.003129.93MIN: 553.8MIN: 639.1MIN: 686.24MIN: 700.52MIN: 755.35MIN: 819.94MIN: 995.71MIN: 1181.19MIN: 1218.34MIN: 1571.3MIN: 1927.2MIN: 2357.87MIN: 3085.851. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl

MKL-DNN DNNL

Harness: Deconvolution Batch deconv_all - Data Type: bf16bf16bf16

OpenBenchmarking.orgms, Fewer Is BetterMKL-DNN DNNL 1.1Harness: Deconvolution Batch deconv_all - Data Type: bf16bf16bf162 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 82802 x Xeon Platinum 8259CL2 x Xeon Gold 6226RXeon Platinum 82802 x Xeon Gold 5220RXeon W-3275M2 x Xeon Silver 4216Xeon Gold 6226RXeon Gold 5220RXeon Gold 5218Xeon Silver 421614002800420056007000SE +/- 3.70, N = 3SE +/- 16.35, N = 3SE +/- 0.87, N = 3SE +/- 0.13, N = 3SE +/- 5.08, N = 3SE +/- 5.43, N = 3SE +/- 3.03, N = 3SE +/- 4.61, N = 3SE +/- 3.93, N = 3SE +/- 1.02, N = 3SE +/- 3.12, N = 3SE +/- 0.83, N = 3SE +/- 0.10, N = 31705.351730.801779.151904.282169.932935.993152.413293.943600.953966.735695.586721.026721.54MIN: 1696.57MIN: 1701.4MIN: 1772.45MIN: 1898.87MIN: 2158.31MIN: 2926MIN: 3140.75MIN: 3137.48MIN: 3588.76MIN: 3962.44MIN: 5644.95MIN: 6716.04MIN: 6717.721. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl

MKL-DNN DNNL

Harness: Deconvolution Batch deconv_all - Data Type: f32

OpenBenchmarking.orgms, Fewer Is BetterMKL-DNN DNNL 1.1Harness: Deconvolution Batch deconv_all - Data Type: f322 x Xeon Gold 6226R2 x Xeon Platinum 8259CL2 x Xeon Platinum 82802 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CLXeon Gold 6226RXeon Platinum 82802 x Xeon Gold 5220RXeon W-3275M2 x Xeon Silver 4216EPYC 2 7R32Xeon Gold 5218Xeon Gold 5220RXeon Silver 42165001000150020002500SE +/- 0.89, N = 3SE +/- 0.85, N = 3SE +/- 0.39, N = 3SE +/- 0.18, N = 3SE +/- 2.10, N = 3SE +/- 0.49, N = 3SE +/- 0.33, N = 3SE +/- 1.51, N = 3SE +/- 16.26, N = 5SE +/- 0.28, N = 3SE +/- 1.29, N = 3SE +/- 0.44, N = 3SE +/- 0.74, N = 3SE +/- 7.40, N = 3711.39739.16881.78910.14981.06983.911113.541278.251292.621364.261485.471699.691920.742201.04MIN: 703.37MIN: 731.99MIN: 874.01MIN: 903.49MIN: 965.05MIN: 975.96MIN: 1108.65MIN: 1270.58MIN: 1177.9MIN: 1356.18MIN: 1462.15MIN: 1694.75MIN: 1902.55MIN: 2184.661. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl

Blender

Blend File: Barbershop - Compute: CPU-Only

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.82Blend File: Barbershop - Compute: CPU-OnlyEPYC 2 7R322 x Xeon Platinum 82802 x Xeon Platinum 8275CL2 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Gold 6226R2 x Xeon Gold 5220RXeon Platinum 8280Xeon W-3275M2 x Xeon Silver 4216Xeon Gold 6226RXeon Gold 5220RXeon Gold 5218Xeon Silver 4216130260390520650SE +/- 0.49, N = 3SE +/- 0.40, N = 3SE +/- 0.15, N = 3SE +/- 0.12, N = 3SE +/- 0.16, N = 3SE +/- 0.25, N = 3SE +/- 0.30, N = 3SE +/- 0.20, N = 3SE +/- 0.22, N = 3SE +/- 0.10, N = 3SE +/- 0.44, N = 3SE +/- 0.20, N = 3SE +/- 0.20, N = 3SE +/- 0.17, N = 3177.79187.33189.55190.01211.33257.01260.56287.80304.79333.40453.22456.47589.07593.13

High Performance Conjugate Gradient

OpenBenchmarking.orgGFLOP/s, More Is BetterHigh Performance Conjugate Gradient 3.12 x Xeon Platinum 82802 x Xeon Platinum 8259CL2 x Xeon Gold 6226R2 x Xeon Gold 5220R2 x Xeon Silver 4216EPYC 2 7R32Xeon Platinum 8280Xeon W-3275MXeon Gold 6226RXeon Gold 5220RXeon Gold 5218Xeon Silver 42162 x Xeon Platinum 8275CL2 x Xeon Platinum 8275CL NUMA off714212835SE +/- 0.24605, N = 3SE +/- 0.12742, N = 3SE +/- 0.12533, N = 3SE +/- 0.15366, N = 3SE +/- 0.00847, N = 3SE +/- 0.00395, N = 3SE +/- 0.04073, N = 3SE +/- 0.15186, N = 3SE +/- 0.02780, N = 3SE +/- 0.08231, N = 3SE +/- 0.01417, N = 3SE +/- 0.03282, N = 3SE +/- 0.60187, N = 9SE +/- 0.06827, N = 728.8542027.1060026.5910025.6303023.1574017.0608014.9097014.1623013.9581013.3529013.0138011.888308.414056.329711. (CXX) g++ options: -O3 -ffast-math -ftree-vectorize -pthread -lmpi_cxx -lmpi

Timed LLVM Compilation

Time To Compile

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed LLVM Compilation 10.0Time To CompileEPYC 2 7R322 x Xeon Platinum 8275CL2 x Xeon Platinum 82802 x Xeon Platinum 8259CL2 x Xeon Platinum 8275CL NUMA off2 x Xeon Gold 6226RXeon W-3275M2 x Xeon Gold 5220RXeon Platinum 82802 x Xeon Silver 4216Xeon Gold 5220RXeon Gold 6226RXeon Gold 5218Xeon Silver 4216110220330440550SE +/- 0.72, N = 3SE +/- 1.63, N = 3SE +/- 1.01, N = 3SE +/- 1.13, N = 3SE +/- 3.50, N = 3SE +/- 3.51, N = 3SE +/- 2.68, N = 3SE +/- 2.03, N = 3SE +/- 4.79, N = 3SE +/- 1.73, N = 3SE +/- 1.84, N = 3SE +/- 2.13, N = 3SE +/- 3.37, N = 3SE +/- 2.53, N = 3200.04218.05221.52232.05244.91279.68281.68286.78308.74347.83430.43433.19501.22531.15

Blender

Blend File: Pabellon Barcelona - Compute: CPU-Only

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.82Blend File: Pabellon Barcelona - Compute: CPU-Only2 x Xeon Platinum 8280EPYC 2 7R322 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8259CL2 x Xeon Gold 6226R2 x Xeon Gold 5220RXeon Platinum 8280Xeon W-3275M2 x Xeon Silver 4216Xeon Gold 6226RXeon Gold 5220RXeon Silver 4216Xeon Gold 5218120240360480600SE +/- 0.26, N = 3SE +/- 0.51, N = 3SE +/- 0.11, N = 3SE +/- 0.15, N = 3SE +/- 0.05, N = 3SE +/- 0.09, N = 3SE +/- 0.10, N = 3SE +/- 0.05, N = 3SE +/- 0.73, N = 3SE +/- 0.50, N = 3SE +/- 0.22, N = 3SE +/- 0.03, N = 3SE +/- 0.46, N = 3SE +/- 0.31, N = 3129.01132.04139.00139.11158.13207.41208.30246.31265.41272.72400.96404.78531.39531.98

Radiance Benchmark

Test: Serial

OpenBenchmarking.orgSeconds, Fewer Is BetterRadiance Benchmark 5.0Test: SerialXeon W-3275M2 x Xeon Platinum 8280Xeon Platinum 8280EPYC 2 7R322 x Xeon Gold 6226RXeon Gold 6226R2 x Xeon Gold 5220RXeon Gold 5218Xeon Gold 5220R2 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8259CL2 x Xeon Silver 4216Xeon Silver 42162004006008001000665.70728.25728.36730.70745.69746.69746.92747.84749.92753.43753.64841.65907.76909.32

Numpy Benchmark

OpenBenchmarking.orgScore, More Is BetterNumpy BenchmarkXeon W-3275M2 x Xeon Platinum 8275CLXeon Platinum 8280EPYC 2 7R322 x Xeon Platinum 8280Xeon Gold 6226R2 x Xeon Platinum 8275CL NUMA offXeon Gold 5218Xeon Gold 5220R2 x Xeon Platinum 8259CL2 x Xeon Gold 6226R2 x Xeon Gold 5220RXeon Silver 42162 x Xeon Silver 421680160240320400SE +/- 2.73, N = 3SE +/- 2.37, N = 3SE +/- 2.42, N = 3SE +/- 1.14, N = 3SE +/- 3.00, N = 3SE +/- 0.54, N = 3SE +/- 4.26, N = 3SE +/- 2.01, N = 3SE +/- 3.23, N = 3SE +/- 0.76, N = 3SE +/- 1.46, N = 3SE +/- 0.65, N = 3SE +/- 0.89, N = 3SE +/- 1.91, N = 3367.56338.44330.33323.58321.82318.87315.66315.14313.76310.40304.16300.73272.12262.78

PostgreSQL pgbench

Scaling: Buffer Test - Test: Normal Load - Mode: Read Write

OpenBenchmarking.orgTPS, More Is BetterPostgreSQL pgbench 12.0Scaling: Buffer Test - Test: Normal Load - Mode: Read WriteXeon Platinum 8280Xeon Gold 6226RXeon Gold 5220RXeon Gold 5218Xeon Silver 42162 x Xeon Gold 6226R2 x Xeon Silver 42162 x Xeon Gold 5220R2 x Xeon Platinum 8280Xeon W-3275MEPYC 2 7R322 x Xeon Platinum 8259CL2 x Xeon Platinum 8275CL2 x Xeon Platinum 8275CL NUMA off11K22K33K44K55KSE +/- 370.72, N = 3SE +/- 56.97, N = 3SE +/- 54.71, N = 3SE +/- 1.34, N = 3SE +/- 132.22, N = 3SE +/- 119.26, N = 3SE +/- 220.44, N = 3SE +/- 158.35, N = 3SE +/- 19.82, N = 3SE +/- 85.02, N = 3SE +/- 319.58, N = 12SE +/- 56.30, N = 3SE +/- 141.57, N = 6SE +/- 38.08, N = 353139.0646503.2845518.5940894.9040373.3037715.2234916.0334227.7224466.9111704.236105.734009.413890.773197.741. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -lcrypt -ldl -lm

PostgreSQL pgbench

Scaling: Buffer Test - Test: Normal Load - Mode: Read Only

OpenBenchmarking.orgTPS, More Is BetterPostgreSQL pgbench 12.0Scaling: Buffer Test - Test: Normal Load - Mode: Read Only2 x Xeon Platinum 8280EPYC 2 7R322 x Xeon Platinum 8259CL2 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Gold 5220R2 x Xeon Gold 6226RXeon W-3275MXeon Platinum 82802 x Xeon Silver 4216Xeon Gold 5220RXeon Gold 6226RXeon Gold 5218Xeon Silver 4216200K400K600K800K1000KSE +/- 10457.35, N = 3SE +/- 953.22, N = 3SE +/- 2473.02, N = 3SE +/- 1557.39, N = 3SE +/- 13693.01, N = 9SE +/- 2029.20, N = 3SE +/- 494.87, N = 3SE +/- 3571.60, N = 3SE +/- 1625.61, N = 3SE +/- 568.07, N = 3SE +/- 474.33, N = 3SE +/- 358.06, N = 3SE +/- 198.36, N = 3SE +/- 517.49, N = 3909916.49891303.12795715.31725740.72629984.51598798.57587882.23567696.51560887.77501697.24383120.69376860.32322051.63313376.781. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -lcrypt -ldl -lm

Mlpack Benchmark

Benchmark: scikit_linearridgeregression

OpenBenchmarking.orgSeconds, Fewer Is BetterMlpack BenchmarkBenchmark: scikit_linearridgeregressionXeon Platinum 8280EPYC 2 7R322 x Xeon Platinum 8280Xeon Gold 6226RXeon W-3275M2 x Xeon Gold 6226RXeon Gold 5220R2 x Xeon Platinum 8259CL2 x Xeon Platinum 8275CL2 x Xeon Gold 5220RXeon Gold 52182 x Xeon Platinum 8275CL NUMA offXeon Silver 42162 x Xeon Silver 42160.67281.34562.01842.69123.364SE +/- 0.02, N = 3SE +/- 0.02, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.02, N = 3SE +/- 0.04, N = 15SE +/- 0.03, N = 3SE +/- 0.02, N = 15SE +/- 0.04, N = 15SE +/- 0.06, N = 12SE +/- 0.03, N = 7SE +/- 0.03, N = 15SE +/- 0.04, N = 3SE +/- 0.02, N = 31.671.791.821.931.992.082.252.302.362.392.462.462.972.99

Mlpack Benchmark

Benchmark: scikit_qda

OpenBenchmarking.orgSeconds, Fewer Is BetterMlpack BenchmarkBenchmark: scikit_qdaXeon Platinum 8280Xeon Gold 6226RXeon W-3275MXeon Gold 5220RXeon Gold 52182 x Xeon Platinum 8280EPYC 2 7R32Xeon Silver 42162 x Xeon Gold 5220R2 x Xeon Platinum 8259CL2 x Xeon Gold 6226R2 x Xeon Silver 42162 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CL1428425670SE +/- 0.29, N = 3SE +/- 0.46, N = 3SE +/- 0.18, N = 3SE +/- 0.49, N = 4SE +/- 0.43, N = 6SE +/- 0.34, N = 3SE +/- 0.28, N = 3SE +/- 0.39, N = 3SE +/- 0.63, N = 3SE +/- 0.54, N = 12SE +/- 0.21, N = 3SE +/- 0.51, N = 12SE +/- 0.54, N = 3SE +/- 1.16, N = 930.4531.9632.6534.2437.4138.3539.5440.7542.6942.8844.5350.1057.2562.02

Renaissance

Test: Savina Reactors.IO

OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.10.0Test: Savina Reactors.IOEPYC 2 7R32Xeon Platinum 8280Xeon Gold 5220RXeon Silver 4216Xeon W-3275M2 x Xeon Gold 5220R2 x Xeon Platinum 82802 x Xeon Platinum 8275CLXeon Gold 5218Xeon Gold 6226R2 x Xeon Platinum 8275CL NUMA off2 x Xeon Gold 6226R2 x Xeon Platinum 8259CL2 x Xeon Silver 42166K12K18K24K30KSE +/- 365.25, N = 20SE +/- 593.14, N = 25SE +/- 389.39, N = 25SE +/- 251.20, N = 25SE +/- 599.32, N = 25SE +/- 496.64, N = 25SE +/- 474.27, N = 25SE +/- 568.00, N = 25SE +/- 516.85, N = 25SE +/- 426.81, N = 25SE +/- 504.51, N = 25SE +/- 633.76, N = 25SE +/- 482.43, N = 25SE +/- 436.95, N = 2519303.5621975.1222776.3022798.3825186.6726257.0126764.9426906.8927198.0827198.8627361.6027973.0028107.0428596.11

Blender

Blend File: Classroom - Compute: CPU-Only

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.82Blend File: Classroom - Compute: CPU-Only2 x Xeon Platinum 8280EPYC 2 7R322 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8259CL2 x Xeon Gold 6226R2 x Xeon Gold 5220RXeon Platinum 8280Xeon W-3275M2 x Xeon Silver 4216Xeon Gold 6226RXeon Gold 5220RXeon Silver 4216Xeon Gold 521890180270360450SE +/- 0.26, N = 3SE +/- 0.40, N = 3SE +/- 0.29, N = 3SE +/- 0.11, N = 3SE +/- 0.06, N = 3SE +/- 0.52, N = 3SE +/- 0.18, N = 3SE +/- 0.36, N = 3SE +/- 0.32, N = 3SE +/- 0.19, N = 3SE +/- 0.16, N = 3SE +/- 0.39, N = 3SE +/- 0.20, N = 3SE +/- 0.29, N = 3100.47101.34108.94108.97124.59163.32165.96198.25213.36218.06321.53328.81432.11433.42

OSPray

Demo: San Miguel - Renderer: Path Tracer

OpenBenchmarking.orgFPS, More Is BetterOSPray 1.8.5Demo: San Miguel - Renderer: Path Tracer2 x Xeon Platinum 82802 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8259CLEPYC 2 7R322 x Xeon Gold 5220R2 x Xeon Gold 6226RXeon Platinum 8280Xeon W-3275M2 x Xeon Silver 4216Xeon Gold 5220RXeon Gold 6226RXeon Gold 5218Xeon Silver 4216246810SE +/- 0.01, N = 5SE +/- 0.01, N = 4SE +/- 0.00, N = 12SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 7SE +/- 0.00, N = 8SE +/- 0.00, N = 3SE +/- 0.00, N = 12SE +/- 0.00, N = 4SE +/- 0.00, N = 4SE +/- 0.00, N = 3SE +/- 0.00, N = 6SE +/- 0.00, N = 36.535.875.825.584.733.953.713.523.252.632.142.021.751.40MIN: 5.18 / MAX: 6.58MIN: 5.75 / MAX: 5.92MIN: 4.69 / MAX: 5.88MIN: 4.61 / MAX: 5.62MIN: 4.69 / MAX: 4.78MIN: 3.41 / MAX: 3.98MIN: 2.99 / MAX: 3.73MIN: 3.48 / MAX: 3.53MIN: 3.16 / MAX: 3.28MIN: 2.35 / MAX: 2.64MIN: 2.13 / MAX: 2.15MAX: 2.03MIN: 1.74 / MAX: 1.76MAX: 1.41

dav1d

Video Input: Chimera 1080p 10-bit

OpenBenchmarking.orgFPS, More Is Betterdav1d 0.6.0Video Input: Chimera 1080p 10-bitEPYC 2 7R322 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8259CL2 x Xeon Platinum 8280Xeon W-3275M2 x Xeon Gold 6226R2 x Xeon Gold 5220RXeon Platinum 8280Xeon Gold 6226R2 x Xeon Silver 4216Xeon Gold 5220RXeon Gold 5218Xeon Silver 4216306090120150SE +/- 0.60, N = 3SE +/- 0.30, N = 3SE +/- 0.44, N = 3SE +/- 0.04, N = 3SE +/- 0.07, N = 3SE +/- 0.05, N = 3SE +/- 0.16, N = 3SE +/- 0.47, N = 3SE +/- 0.12, N = 3SE +/- 0.24, N = 3SE +/- 0.16, N = 3SE +/- 0.14, N = 3SE +/- 0.05, N = 3SE +/- 0.06, N = 3140.1490.7890.2889.5585.1481.6073.9570.8165.4062.3259.5158.0555.8850.10MIN: 101.2 / MAX: 212.94MIN: 71.49 / MAX: 131.32MIN: 71.05 / MAX: 131.54MIN: 69.22 / MAX: 130.8MIN: 66.74 / MAX: 126.85MIN: 55.07 / MAX: 147.52MIN: 55.51 / MAX: 119.74MIN: 54.24 / MAX: 115.34MIN: 49.2 / MAX: 111MIN: 45.27 / MAX: 134.22MIN: 45.13 / MAX: 93.29MIN: 42.73 / MAX: 119.59MIN: 40.96 / MAX: 112.64MIN: 36.69 / MAX: 102.491. (CC) gcc options: -pthread

asmFish

1024 Hash Memory, 26 Depth

OpenBenchmarking.orgNodes/second, More Is BetterasmFish 2018-07-231024 Hash Memory, 26 Depth2 x Xeon Platinum 82802 x Xeon Platinum 8259CL2 x Xeon Platinum 8275CLEPYC 2 7R322 x Xeon Platinum 8275CL NUMA off2 x Xeon Gold 5220R2 x Xeon Gold 6226RXeon Platinum 82802 x Xeon Silver 4216Xeon W-3275MXeon Gold 6226RXeon Gold 5220RXeon Gold 5218Xeon Silver 421630M60M90M120M150MSE +/- 491864.96, N = 3SE +/- 1707658.59, N = 3SE +/- 1547569.18, N = 3SE +/- 617926.69, N = 3SE +/- 669620.24, N = 3SE +/- 107032.55, N = 3SE +/- 983078.22, N = 3SE +/- 450047.19, N = 3SE +/- 49212.27, N = 3SE +/- 845752.34, N = 4SE +/- 606619.65, N = 3SE +/- 375245.33, N = 3SE +/- 274137.19, N = 3SE +/- 274506.10, N = 3133839896119912357119549901113278977103033955855018518389451468762075668958106622564144614925432179393656181735085496

LuxCoreRender

Scene: Rainbow Colors and Prism

OpenBenchmarking.orgM samples/sec, More Is BetterLuxCoreRender 2.3Scene: Rainbow Colors and PrismEPYC 2 7R322 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 82802 x Xeon Platinum 8275CL2 x Xeon Platinum 8259CL2 x Xeon Gold 5220R2 x Xeon Gold 6226RXeon Platinum 8280Xeon W-3275M2 x Xeon Silver 4216Xeon Gold 6226RXeon Gold 5220RXeon Silver 4216Xeon Gold 5218246810SE +/- 0.06, N = 3SE +/- 0.05, N = 3SE +/- 0.40, N = 15SE +/- 0.11, N = 15SE +/- 0.04, N = 3SE +/- 0.30, N = 12SE +/- 0.13, N = 15SE +/- 0.04, N = 3SE +/- 0.03, N = 15SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 38.127.317.157.096.404.464.324.113.793.652.512.481.881.88MIN: 7.87 / MAX: 8.3MIN: 6.62 / MAX: 7.52MIN: 2.92 / MAX: 8.11MIN: 5.64 / MAX: 7.47MIN: 5.65 / MAX: 6.54MIN: 1.23 / MAX: 4.91MIN: 2.71 / MAX: 4.87MIN: 3.96 / MAX: 4.16MIN: 3.45 / MAX: 3.89MIN: 3.56 / MAX: 3.67MIN: 2.44 / MAX: 2.56MIN: 2.4 / MAX: 2.53MIN: 1.84 / MAX: 1.92MIN: 1.85 / MAX: 1.92

Timed MrBayes Analysis

Primate Phylogeny Analysis

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed MrBayes Analysis 3.2.7Primate Phylogeny AnalysisEPYC 2 7R32Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CLXeon Platinum 82802 x Xeon Platinum 8280Xeon Gold 5220R2 x Xeon Gold 5220R2 x Xeon Platinum 8259CLXeon W-3275MXeon Gold 5218Xeon Silver 42162 x Xeon Silver 42164080120160200SE +/- 0.68, N = 3SE +/- 0.09, N = 3SE +/- 0.25, N = 3SE +/- 0.03, N = 3SE +/- 1.63, N = 5SE +/- 0.01, N = 3SE +/- 0.37, N = 3SE +/- 0.03, N = 3SE +/- 0.27, N = 3SE +/- 0.32, N = 3SE +/- 0.13, N = 3SE +/- 0.44, N = 3SE +/- 0.15, N = 3SE +/- 0.67, N = 392.36123.70124.26124.30125.87128.85129.99134.48134.93139.75143.35147.73193.47194.50-msse4a -msha-mavx512f -mavx512cd -mavx512vl -mavx512bw -mavx512dq -mmpx-mavx512f -mavx512cd -mavx512vl -mavx512bw -mavx512dq -mmpx-mavx512f -mavx512cd -mavx512vl -mavx512bw -mavx512dq -mmpx-mavx512f -mavx512cd -mavx512vl -mavx512bw -mavx512dq -mmpx-mavx512f -mavx512cd -mavx512vl -mavx512bw -mavx512dq -mmpx-mavx512f -mavx512cd -mavx512vl -mavx512bw -mavx512dq -mmpx-mavx512f -mavx512cd -mavx512vl -mavx512bw -mavx512dq -mmpx-mavx512f -mavx512cd -mavx512vl -mavx512bw -mavx512dq -mmpx-mavx512f -mavx512cd -mavx512vl -mavx512bw -mavx512dq -mmpx-mavx512f -mavx512cd -mavx512vl -mavx512bw -mavx512dq -mmpx -lreadline-mavx512f -mavx512cd -mavx512vl -mavx512bw -mavx512dq -mmpx-mavx512f -mavx512cd -mavx512vl -mavx512bw -mavx512dq -mmpx-mavx512f -mavx512cd -mavx512vl -mavx512bw -mavx512dq -mmpx1. (CC) gcc options: -mmmx -msse -msse2 -msse3 -mssse3 -msse4.1 -msse4.2 -maes -mavx -mfma -mavx2 -mrdrnd -mbmi -mbmi2 -madx -mabm -O3 -std=c99 -pedantic -lm

Appleseed

Scene: Emily

OpenBenchmarking.orgSeconds, Fewer Is BetterAppleseed 2.0 BetaScene: EmilyEPYC 2 7R322 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 82802 x Xeon Platinum 8259CL2 x Xeon Gold 6226R2 x Xeon Gold 5220RXeon W-3275MXeon Platinum 82802 x Xeon Silver 4216Xeon Gold 6226RXeon Gold 5220RXeon Gold 5218Xeon Silver 421680160240320400147.69152.09152.90154.98161.85177.66180.65196.93197.65222.97276.77284.28328.14345.39

Timed GDB GNU Debugger Compilation

Time To Compile

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed GDB GNU Debugger Compilation 9.1Time To CompileEPYC 2 7R322 x Xeon Platinum 8275CL2 x Xeon Platinum 8259CL2 x Xeon Gold 6226RXeon W-3275MXeon Gold 6226R2 x Xeon Platinum 8280Xeon Platinum 82802 x Xeon Platinum 8275CL NUMA off2 x Xeon Gold 5220RXeon Gold 5220RXeon Gold 52182 x Xeon Silver 4216Xeon Silver 42164080120160200SE +/- 0.08, N = 3SE +/- 0.37, N = 3SE +/- 0.45, N = 3SE +/- 0.16, N = 3SE +/- 0.08, N = 3SE +/- 0.05, N = 3SE +/- 0.17, N = 3SE +/- 0.17, N = 3SE +/- 0.25, N = 3SE +/- 0.09, N = 3SE +/- 0.11, N = 3SE +/- 0.09, N = 3SE +/- 0.18, N = 3SE +/- 0.07, N = 3108.68128.95129.69133.44134.82139.12142.70144.64145.51146.44151.91156.30169.70177.77

OSPray

Demo: XFrog Forest - Renderer: SciVis

OpenBenchmarking.orgFPS, More Is BetterOSPray 1.8.5Demo: XFrog Forest - Renderer: SciVis2 x Xeon Platinum 82802 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CLEPYC 2 7R322 x Xeon Platinum 8259CL2 x Xeon Gold 5220R2 x Xeon Gold 6226RXeon Platinum 8280Xeon W-3275M2 x Xeon Silver 4216Xeon Gold 5220RXeon Gold 6226RXeon Gold 5218Xeon Silver 42163691215SE +/- 0.00, N = 12SE +/- 0.00, N = 13SE +/- 0.00, N = 13SE +/- 0.04, N = 3SE +/- 0.00, N = 12SE +/- 0.00, N = 6SE +/- 0.00, N = 12SE +/- 0.00, N = 3SE +/- 0.00, N = 8SE +/- 0.00, N = 12SE +/- 0.00, N = 6SE +/- 0.00, N = 12SE +/- 0.00, N = 12SE +/- 0.00, N = 1212.0511.3611.3611.0310.427.197.096.255.724.573.703.683.012.34MIN: 9.71 / MAX: 12.2MIN: 10.99 / MAX: 11.49MIN: 9.8 / MAX: 11.49MIN: 10.75 / MAX: 11.24MIN: 8.2 / MAX: 10.53MIN: 6.45 / MAX: 7.25MIN: 6.37 / MAX: 7.14MIN: 6.13 / MAX: 6.29MIN: 5.56 / MAX: 5.78MIN: 4.08 / MAX: 4.61MIN: 3.66 / MAX: 3.73MIN: 3.64 / MAX: 3.7MIN: 2.98 / MAX: 3.05MIN: 2.3 / MAX: 2.36

OSPray

Demo: XFrog Forest - Renderer: Path Tracer

OpenBenchmarking.orgFPS, More Is BetterOSPray 1.8.5Demo: XFrog Forest - Renderer: Path Tracer2 x Xeon Platinum 82802 x Xeon Platinum 8275CL2 x Xeon Platinum 8275CL NUMA offEPYC 2 7R322 x Xeon Platinum 8259CL2 x Xeon Gold 5220R2 x Xeon Gold 6226RXeon Platinum 8280Xeon W-3275M2 x Xeon Silver 4216Xeon Gold 5220RXeon Gold 6226RXeon Gold 5218Xeon Silver 4216246810SE +/- 0.00, N = 12SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.00, N = 12SE +/- 0.00, N = 12SE +/- 0.00, N = 12SE +/- 0.00, N = 4SE +/- 0.00, N = 7SE +/- 0.00, N = 5SE +/- 0.00, N = 6SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 36.676.256.245.855.713.983.883.463.172.552.062.021.681.31MIN: 5.85 / MAX: 6.76MIN: 5.68 / MAX: 6.29MIN: 6.1 / MAX: 6.29MIN: 5.65 / MAX: 5.99MIN: 5.08 / MAX: 5.78MIN: 3.64 / MAX: 4.02MIN: 3.57 / MAX: 3.92MIN: 3.41 / MAX: 3.47MIN: 3.09 / MAX: 3.19MIN: 2.28 / MAX: 2.57MIN: 2.04 / MAX: 2.07MIN: 2 / MAX: 2.04MIN: 1.67MIN: 1.3 / MAX: 1.32

MKL-DNN DNNL

Harness: Convolution Batch conv_googlenet_v3 - Data Type: bf16bf16bf16

OpenBenchmarking.orgms, Fewer Is BetterMKL-DNN DNNL 1.1Harness: Convolution Batch conv_googlenet_v3 - Data Type: bf16bf16bf162 x Xeon Platinum 82802 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8259CL2 x Xeon Gold 6226RXeon Platinum 82802 x Xeon Gold 5220RXeon W-3275M2 x Xeon Silver 4216Xeon Gold 6226RXeon Gold 5220RXeon Gold 5218Xeon Silver 4216100200300400500SE +/- 0.00, N = 3SE +/- 0.03, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.03, N = 3SE +/- 0.02, N = 3SE +/- 0.20, N = 3SE +/- 0.04, N = 3SE +/- 0.10, N = 3SE +/- 0.42, N = 3SE +/- 0.02, N = 3SE +/- 0.08, N = 386.5493.2893.36106.89137.73166.98187.17188.61246.45269.99369.29484.59484.90MIN: 85.56MIN: 92.44MIN: 92.35MIN: 105.9MIN: 136.67MIN: 166.21MIN: 186.33MIN: 178.56MIN: 245.49MIN: 268.99MIN: 365.68MIN: 484.13MIN: 484.151. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl

MKL-DNN DNNL

Harness: Convolution Batch conv_googlenet_v3 - Data Type: u8s8f32

OpenBenchmarking.orgms, Fewer Is BetterMKL-DNN DNNL 1.1Harness: Convolution Batch conv_googlenet_v3 - Data Type: u8s8f322 x Xeon Platinum 82802 x Xeon Platinum 8259CL2 x Xeon Platinum 8275CL NUMA offXeon Platinum 82802 x Xeon Gold 6226RXeon W-3275M2 x Xeon Gold 5220R2 x Xeon Platinum 8275CLXeon Gold 6226R2 x Xeon Silver 4216Xeon Gold 5220RXeon Gold 5218Xeon Silver 4216EPYC 2 7R32160320480640800SE +/- 0.03597, N = 3SE +/- 0.02555, N = 3SE +/- 0.02611, N = 3SE +/- 0.01386, N = 3SE +/- 0.01218, N = 3SE +/- 0.01662, N = 3SE +/- 0.00643, N = 3SE +/- 0.29660, N = 3SE +/- 0.01762, N = 3SE +/- 0.01146, N = 3SE +/- 0.02138, N = 3SE +/- 0.01482, N = 3SE +/- 0.02504, N = 3SE +/- 7.24186, N = 37.460508.7479410.4841011.2900011.3282013.4504015.7542017.7549017.9735023.7028028.4532034.6031045.05020730.30600MIN: 698.321. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl

MKL-DNN DNNL

Harness: Convolution Batch conv_googlenet_v3 - Data Type: f32

OpenBenchmarking.orgms, Fewer Is BetterMKL-DNN DNNL 1.1Harness: Convolution Batch conv_googlenet_v3 - Data Type: f322 x Xeon Platinum 82802 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Platinum 8275CL2 x Xeon Gold 6226RXeon Platinum 8280EPYC 2 7R32Xeon W-3275M2 x Xeon Gold 5220RXeon Gold 6226R2 x Xeon Silver 4216Xeon Gold 5220RXeon Gold 5218Xeon Silver 42164080120160200SE +/- 0.09, N = 3SE +/- 0.01, N = 3SE +/- 0.10, N = 3SE +/- 0.17, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.19, N = 3SE +/- 0.07, N = 3SE +/- 0.06, N = 3SE +/- 0.07, N = 3SE +/- 0.04, N = 3SE +/- 0.24, N = 3SE +/- 0.03, N = 3SE +/- 0.06, N = 323.1825.0525.7733.6336.3742.0842.5449.8754.8269.1487.54108.16131.09171.43MIN: 32.49MIN: 34.65MIN: 41.31MIN: 40.72MIN: 44.78MIN: 54.08MIN: 68.48MIN: 86.64MIN: 106.43MIN: 130.56MIN: 170.751. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl

OSPray

Demo: San Miguel - Renderer: SciVis

OpenBenchmarking.orgFPS, More Is BetterOSPray 1.8.5Demo: San Miguel - Renderer: SciVis2 x Xeon Platinum 82802 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8259CLEPYC 2 7R322 x Xeon Gold 5220R2 x Xeon Gold 6226RXeon Platinum 8280Xeon W-3275M2 x Xeon Silver 4216Xeon Gold 5220RXeon Gold 6226RXeon Gold 5218Xeon Silver 42161530456075SE +/- 0.62, N = 15SE +/- 0.00, N = 12SE +/- 0.54, N = 12SE +/- 0.00, N = 3SE +/- 0.00, N = 12SE +/- 0.00, N = 12SE +/- 0.60, N = 3SE +/- 0.00, N = 12SE +/- 0.00, N = 12SE +/- 0.07, N = 12SE +/- 0.00, N = 12SE +/- 0.04, N = 12SE +/- 0.00, N = 12SE +/- 0.00, N = 1269.5266.6763.5462.5058.8243.4842.2738.4634.4827.8423.2622.6918.8714.71MIN: 37.04 / MAX: 71.43MIN: 55.56MIN: 35.71 / MAX: 66.67MIN: 35.71MIN: 52.63 / MAX: 62.5MIN: 28.57 / MAX: 45.45MIN: 28.57 / MAX: 43.48MIN: 37.04MIN: 30.3 / MAX: 35.71MIN: 17.86 / MAX: 28.57MIN: 21.74 / MAX: 23.81MIN: 21.74 / MAX: 22.73MIN: 18.52 / MAX: 19.23MIN: 14.29 / MAX: 14.93

Blender

Blend File: Fishy Cat - Compute: CPU-Only

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.82Blend File: Fishy Cat - Compute: CPU-OnlyEPYC 2 7R322 x Xeon Platinum 82802 x Xeon Platinum 8275CL2 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Gold 6226R2 x Xeon Gold 5220RXeon Platinum 8280Xeon W-3275M2 x Xeon Silver 4216Xeon Gold 6226RXeon Gold 5220RXeon Gold 5218Xeon Silver 421650100150200250SE +/- 0.05, N = 3SE +/- 0.03, N = 3SE +/- 0.05, N = 3SE +/- 0.13, N = 3SE +/- 0.11, N = 3SE +/- 0.20, N = 3SE +/- 0.06, N = 3SE +/- 0.16, N = 3SE +/- 0.05, N = 3SE +/- 0.19, N = 3SE +/- 0.05, N = 3SE +/- 0.11, N = 3SE +/- 0.05, N = 3SE +/- 0.07, N = 365.6766.3969.9370.0479.0096.4198.24110.67118.09125.35173.95175.95229.28229.71

Appleseed

Scene: Material Tester

OpenBenchmarking.orgSeconds, Fewer Is BetterAppleseed 2.0 BetaScene: Material TesterXeon Platinum 8280Xeon W-3275MXeon Gold 6226RXeon Gold 5220REPYC 2 7R32Xeon Gold 52182 x Xeon Platinum 8259CL2 x Xeon Gold 6226RXeon Silver 42162 x Xeon Platinum 8275CL2 x Xeon Gold 5220R2 x Xeon Platinum 82802 x Xeon Platinum 8275CL NUMA off2 x Xeon Silver 42164080120160200123.98124.15156.61162.86175.19179.75185.23185.36188.78189.30189.46193.44194.85197.74

Timed Linux Kernel Compilation

Time To Compile

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Linux Kernel Compilation 5.4Time To CompileEPYC 2 7R322 x Xeon Platinum 8275CL2 x Xeon Platinum 82802 x Xeon Platinum 8259CL2 x Xeon Platinum 8275CL NUMA offXeon W-3275M2 x Xeon Gold 6226R2 x Xeon Gold 5220RXeon Platinum 82802 x Xeon Silver 4216Xeon Gold 6226RXeon Gold 5220RXeon Gold 5218Xeon Silver 42161632486480SE +/- 0.19, N = 13SE +/- 0.24, N = 13SE +/- 0.25, N = 14SE +/- 0.23, N = 14SE +/- 0.38, N = 14SE +/- 0.35, N = 9SE +/- 0.37, N = 8SE +/- 0.34, N = 10SE +/- 0.42, N = 8SE +/- 0.41, N = 10SE +/- 0.88, N = 3SE +/- 0.87, N = 4SE +/- 0.88, N = 4SE +/- 0.99, N = 424.0127.1027.3127.5829.2636.3736.6036.7040.9045.3257.7759.0167.1671.77

DeepSpeech

Acceleration: CPU

OpenBenchmarking.orgSeconds, Fewer Is BetterDeepSpeech 0.6Acceleration: CPUEPYC 2 7R322 x Xeon Platinum 8275CL2 x Xeon Platinum 8259CLXeon Platinum 8280Xeon Gold 6226R2 x Xeon Platinum 82802 x Xeon Gold 6226RXeon W-3275M2 x Xeon Gold 5220RXeon Gold 5220RXeon Gold 52182 x Xeon Silver 4216Xeon Silver 42162 x Xeon Platinum 8275CL NUMA off306090120150SE +/- 0.08, N = 3SE +/- 1.06, N = 3SE +/- 0.65, N = 3SE +/- 1.60, N = 3SE +/- 1.84, N = 3SE +/- 1.16, N = 3SE +/- 0.89, N = 3SE +/- 0.15, N = 3SE +/- 0.47, N = 3SE +/- 1.11, N = 3SE +/- 0.75, N = 3SE +/- 0.71, N = 3SE +/- 1.22, N = 3SE +/- 2.07, N = 472.82113.14117.73118.09119.79122.22123.39123.85125.12126.08128.41133.01136.00138.26

Mlpack Benchmark

Benchmark: scikit_ica

OpenBenchmarking.orgSeconds, Fewer Is BetterMlpack BenchmarkBenchmark: scikit_icaEPYC 2 7R322 x Xeon Platinum 8275CL2 x Xeon Platinum 8275CL NUMA offXeon W-3275M2 x Xeon Platinum 8259CLXeon Gold 6226R2 x Xeon Platinum 8280Xeon Platinum 8280Xeon Gold 5220RXeon Gold 52182 x Xeon Gold 6226R2 x Xeon Gold 5220RXeon Silver 42162 x Xeon Silver 421620406080100SE +/- 0.48, N = 15SE +/- 0.51, N = 15SE +/- 0.26, N = 3SE +/- 0.11, N = 3SE +/- 0.80, N = 3SE +/- 0.45, N = 3SE +/- 0.59, N = 3SE +/- 0.21, N = 3SE +/- 0.25, N = 3SE +/- 0.44, N = 3SE +/- 0.30, N = 3SE +/- 1.07, N = 4SE +/- 0.80, N = 3SE +/- 1.29, N = 349.4753.5053.6654.9158.4861.8263.3567.3668.1968.7874.6377.4181.3694.45

PyPerformance

Benchmark: python_startup

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: python_startup2 x Xeon Gold 6226RXeon Gold 6226RXeon Gold 52182 x Xeon Gold 5220RXeon Platinum 82802 x Xeon Platinum 8280Xeon Gold 5220R2 x Xeon Platinum 8259CLXeon Silver 42162 x Xeon Silver 4216EPYC 2 7R32Xeon W-3275M48121620SE +/- 0.03, N = 3SE +/- 0.09, N = 3SE +/- 0.06, N = 3SE +/- 0.00, N = 3SE +/- 0.07, N = 3SE +/- 0.03, N = 3SE +/- 0.00, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.00, N = 3SE +/- 0.09, N = 310.911.011.111.211.211.211.311.315.415.416.317.7

OSPray

Demo: NASA Streamlines - Renderer: Path Tracer

OpenBenchmarking.orgFPS, More Is BetterOSPray 1.8.5Demo: NASA Streamlines - Renderer: Path Tracer2 x Xeon Platinum 82802 x Xeon Platinum 8275CL2 x Xeon Platinum 8275CL NUMA offEPYC 2 7R322 x Xeon Platinum 8259CL2 x Xeon Gold 6226R2 x Xeon Gold 5220RXeon Platinum 8280Xeon W-3275M2 x Xeon Silver 4216Xeon Gold 6226RXeon Gold 5220RXeon Gold 5218Xeon Silver 421648121620SE +/- 0.000, N = 12SE +/- 0.073, N = 4SE +/- 0.000, N = 12SE +/- 0.068, N = 4SE +/- 0.000, N = 3SE +/- 0.037, N = 3SE +/- 0.000, N = 12SE +/- 0.030, N = 3SE +/- 0.006, N = 12SE +/- 0.000, N = 12SE +/- 0.008, N = 4SE +/- 0.000, N = 12SE +/- 0.006, N = 3SE +/- 0.000, N = 1518.18017.02016.95016.60015.62510.56010.4209.4908.6906.6205.5205.3804.3703.410MIN: 12.2 / MAX: 18.52MIN: 11.76 / MAX: 17.54MIN: 16.13 / MAX: 17.54MIN: 15.87 / MAX: 16.95MIN: 11.11 / MAX: 15.87MIN: 8.77 / MAX: 10.75MIN: 8.47 / MAX: 10.53MIN: 9.26 / MAX: 9.62MIN: 8.33 / MAX: 9.01MIN: 5.52 / MAX: 6.76MIN: 5.43 / MAX: 5.62MIN: 5.29 / MAX: 5.46MIN: 4.29 / MAX: 4.44MIN: 3.33 / MAX: 3.45

Build2

Time To Compile

OpenBenchmarking.orgSeconds, Fewer Is BetterBuild2 0.12Time To CompileEPYC 2 7R322 x Xeon Platinum 82802 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CLXeon W-3275M2 x Xeon Platinum 8259CL2 x Xeon Gold 6226R2 x Xeon Gold 5220RXeon Platinum 82802 x Xeon Silver 4216Xeon Gold 6226RXeon Gold 5220RXeon Gold 5218Xeon Silver 421620406080100SE +/- 0.40, N = 3SE +/- 0.09, N = 3SE +/- 0.09, N = 3SE +/- 0.75, N = 6SE +/- 0.14, N = 3SE +/- 0.49, N = 3SE +/- 0.09, N = 3SE +/- 0.13, N = 3SE +/- 0.13, N = 3SE +/- 0.11, N = 3SE +/- 0.05, N = 3SE +/- 0.15, N = 3SE +/- 0.08, N = 3SE +/- 0.15, N = 359.9662.7864.4264.5066.4266.6770.6172.1574.1286.3388.9891.64101.72109.70

Radiance Benchmark

Test: SMP Parallel

OpenBenchmarking.orgSeconds, Fewer Is BetterRadiance Benchmark 5.0Test: SMP ParallelEPYC 2 7R32Xeon W-3275M2 x Xeon Platinum 82802 x Xeon Platinum 8275CL NUMA off2 x Xeon Gold 5220R2 x Xeon Platinum 8275CL2 x Xeon Gold 6226RXeon Platinum 8280Xeon Gold 5218Xeon Gold 6226RXeon Gold 5220R2 x Xeon Platinum 8259CL2 x Xeon Silver 4216Xeon Silver 421670140210280350219.65219.84226.08227.16230.56232.70233.04235.00241.90242.00242.52258.34281.25299.74

Blender

Blend File: BMW27 - Compute: CPU-Only

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.82Blend File: BMW27 - Compute: CPU-Only2 x Xeon Platinum 82802 x Xeon Platinum 8275CL2 x Xeon Platinum 8275CL NUMA offEPYC 2 7R322 x Xeon Platinum 8259CL2 x Xeon Gold 6226R2 x Xeon Gold 5220RXeon Platinum 8280Xeon W-3275M2 x Xeon Silver 4216Xeon Gold 6226RXeon Gold 5220RXeon Silver 4216Xeon Gold 5218306090120150SE +/- 0.09, N = 3SE +/- 0.14, N = 3SE +/- 0.08, N = 3SE +/- 0.10, N = 3SE +/- 0.11, N = 3SE +/- 0.04, N = 3SE +/- 0.13, N = 3SE +/- 0.09, N = 3SE +/- 0.12, N = 3SE +/- 0.15, N = 3SE +/- 0.17, N = 3SE +/- 0.23, N = 3SE +/- 0.29, N = 3SE +/- 0.28, N = 338.7941.6841.7241.7647.6359.4560.6769.8074.9678.72111.82113.30149.02149.39

Appleseed

Scene: Disney Material

OpenBenchmarking.orgSeconds, Fewer Is BetterAppleseed 2.0 BetaScene: Disney MaterialEPYC 2 7R322 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 82802 x Xeon Platinum 8259CL2 x Xeon Gold 6226R2 x Xeon Gold 5220RXeon Platinum 8280Xeon W-3275M2 x Xeon Silver 4216Xeon Gold 6226RXeon Gold 5220RXeon Gold 5218Xeon Silver 4216408012016020062.4368.2068.6168.6273.5884.8488.86103.83106.64107.50155.23158.77182.56194.40

Stockfish

Total Time

OpenBenchmarking.orgNodes Per Second, More Is BetterStockfish 9Total Time2 x Xeon Platinum 8280EPYC 2 7R322 x Xeon Platinum 8275CL2 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Gold 6226R2 x Xeon Gold 5220RXeon Platinum 8280Xeon W-3275M2 x Xeon Silver 4216Xeon Gold 6226RXeon Gold 5220RXeon Gold 5218Xeon Silver 421630M60M90M120M150MSE +/- 902995.35, N = 3SE +/- 1223161.47, N = 3SE +/- 734636.23, N = 3SE +/- 996126.46, N = 3SE +/- 336693.20, N = 3SE +/- 956232.23, N = 3SE +/- 316618.77, N = 3SE +/- 829358.84, N = 3SE +/- 709349.35, N = 3SE +/- 553774.93, N = 3SE +/- 324752.06, N = 3SE +/- 184471.68, N = 3SE +/- 188043.56, N = 3SE +/- 406404.40, N = 31197157951167650281098743071084125141035138537520372974235829628913126117065160569696397762923816732632424332311745761. (CXX) g++ options: -m64 -lpthread -fno-exceptions -std=c++11 -pedantic -O3 -msse -msse3 -mpopcnt -flto

Chaos Group V-RAY

Mode: CPU

OpenBenchmarking.orgKsamples, More Is BetterChaos Group V-RAY 4.10.07Mode: CPU2 x Xeon Platinum 8280EPYC 2 7R322 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8259CL2 x Xeon Gold 5220R2 x Xeon Gold 6226RXeon Platinum 8280Xeon W-3275M2 x Xeon Silver 4216Xeon Gold 6226RXeon Gold 5220RXeon Silver 4216Xeon Gold 521814K28K42K56K70KSE +/- 474.70, N = 3SE +/- 183.86, N = 3SE +/- 399.24, N = 3SE +/- 223.71, N = 3SE +/- 332.60, N = 3SE +/- 178.87, N = 3SE +/- 369.19, N = 3SE +/- 306.00, N = 3SE +/- 401.71, N = 3SE +/- 223.28, N = 3SE +/- 58.00, N = 3SE +/- 50.25, N = 3SE +/- 34.43, N = 3SE +/- 69.72, N = 36433162897585255832651803402703474934710330142759222074218861710516981

NAS Parallel Benchmarks

Test / Class: EP.D

OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: EP.D2 x Xeon Platinum 82802 x Xeon Platinum 8259CL2 x Xeon Gold 6226R2 x Xeon Gold 5220REPYC 2 7R32Xeon Platinum 8280Xeon W-3275M2 x Xeon Silver 4216Xeon Gold 6226RXeon Gold 5220RXeon Gold 5218Xeon Silver 421613002600390052006500SE +/- 148.86, N = 12SE +/- 89.39, N = 3SE +/- 124.07, N = 12SE +/- 54.90, N = 4SE +/- 5.75, N = 3SE +/- 46.76, N = 4SE +/- 4.09, N = 3SE +/- 2.84, N = 3SE +/- 8.86, N = 3SE +/- 6.98, N = 3SE +/- 4.92, N = 3SE +/- 6.21, N = 36284.655310.163969.603780.593570.463283.383210.523144.702094.531966.611635.781571.491. (F9X) gfortran options: -O3 -march=native -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi2. 2 x Xeon Platinum 8280: Open MPI 4.0.3rc43. 2 x Xeon Platinum 8259CL: Open MPI 3.1.34. 2 x Xeon Gold 6226R: Open MPI 4.0.3rc45. 2 x Xeon Gold 5220R: Open MPI 4.0.3rc46. EPYC 2 7R32: Open MPI 3.1.37. Xeon Platinum 8280: Open MPI 4.0.3rc48. Xeon W-3275M: Open MPI 3.1.39. 2 x Xeon Silver 4216: Open MPI 4.0.3rc410. Xeon Gold 6226R: Open MPI 4.0.3rc411. Xeon Gold 5220R: Open MPI 4.0.3rc412. Xeon Gold 5218: Open MPI 4.0.3rc413. Xeon Silver 4216: Open MPI 4.0.3rc4

Renaissance

Test: Apache Spark PageRank

OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.10.0Test: Apache Spark PageRankXeon Platinum 8280Xeon W-3275MEPYC 2 7R32Xeon Gold 5220RXeon Gold 6226R2 x Xeon Platinum 8280Xeon Gold 52182 x Xeon Platinum 8275CL2 x Xeon Gold 6226R2 x Xeon Gold 5220R2 x Xeon Platinum 8275CL NUMA offXeon Silver 42162 x Xeon Platinum 8259CL2 x Xeon Silver 42166K12K18K24K30KSE +/- 169.44, N = 5SE +/- 165.27, N = 5SE +/- 198.48, N = 5SE +/- 217.63, N = 5SE +/- 29.95, N = 5SE +/- 286.23, N = 6SE +/- 172.76, N = 5SE +/- 181.72, N = 25SE +/- 165.91, N = 5SE +/- 255.27, N = 5SE +/- 286.23, N = 5SE +/- 195.96, N = 5SE +/- 278.82, N = 5SE +/- 374.59, N = 520621.2321015.5421641.9521704.4921743.0223588.4023703.0324505.9624522.2224540.7224666.3625271.4325275.1628045.92

NAMD

ATPase Simulation - 327,506 Atoms

OpenBenchmarking.orgdays/ns, Fewer Is BetterNAMD 2.13ATPase Simulation - 327,506 Atoms2 x Xeon Platinum 82802 x Xeon Platinum 8259CLEPYC 2 7R322 x Xeon Gold 6226R2 x Xeon Gold 5220RXeon Platinum 82802 x Xeon Silver 4216Xeon W-3275MXeon Gold 6226RXeon Gold 5220RXeon Gold 5218Xeon Silver 42160.34140.68281.02421.36561.707SE +/- 0.00133, N = 3SE +/- 0.00038, N = 3SE +/- 0.00084, N = 3SE +/- 0.00104, N = 3SE +/- 0.00612, N = 3SE +/- 0.00060, N = 3SE +/- 0.00193, N = 3SE +/- 0.00775, N = 15SE +/- 0.00117, N = 3SE +/- 0.00122, N = 3SE +/- 0.00100, N = 3SE +/- 0.00193, N = 30.362260.445510.486140.582370.603330.707090.769820.814341.135861.157451.511681.51721

LuxCoreRender

Scene: DLSC

OpenBenchmarking.orgM samples/sec, More Is BetterLuxCoreRender 2.3Scene: DLSCEPYC 2 7R322 x Xeon Platinum 82802 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8259CL2 x Xeon Gold 6226R2 x Xeon Gold 5220RXeon Platinum 8280Xeon W-3275M2 x Xeon Silver 4216Xeon Gold 6226RXeon Gold 5220RXeon Silver 4216Xeon Gold 5218246810SE +/- 0.0970, N = 3SE +/- 0.0948, N = 3SE +/- 0.0164, N = 3SE +/- 0.0262, N = 3SE +/- 0.0353, N = 3SE +/- 0.0036, N = 3SE +/- 0.0120, N = 3SE +/- 0.0032, N = 3SE +/- 0.0035, N = 3SE +/- 0.0265, N = 3SE +/- 0.0145, N = 3SE +/- 0.0243, N = 3SE +/- 0.0165, N = 3SE +/- 0.0034, N = 37.28007.19006.75006.73005.88004.51834.44003.79003.53003.43002.35002.32001.77001.7400MIN: 7.01 / MAX: 7.86MIN: 6.83 / MAX: 7.6MIN: 6.62 / MAX: 7.08MIN: 6.54 / MAX: 7.08MIN: 5.75 / MAX: 6.19MIN: 4.4 / MAX: 4.76MIN: 4.34 / MAX: 4.63MIN: 3.65 / MAX: 3.94MIN: 3.46 / MAX: 3.66MIN: 3.33 / MAX: 3.63MIN: 2.24 / MAX: 2.46MIN: 2.2 / MAX: 2.43MIN: 1.68 / MAX: 1.85MIN: 1.67 / MAX: 1.79

John The Ripper

Test: MD5

OpenBenchmarking.orgReal C/S, More Is BetterJohn The Ripper 1.9.0-jumbo-1Test: MD52 x Xeon Platinum 82802 x Xeon Platinum 8275CL2 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Gold 6226R2 x Xeon Gold 5220RXeon Platinum 8280EPYC 2 7R322 x Xeon Silver 4216Xeon W-3275MXeon Gold 6226RXeon Gold 5220RXeon Gold 5218Xeon Silver 42162M4M6M8M10MSE +/- 67263.16, N = 3SE +/- 5783.12, N = 3SE +/- 39218.76, N = 3SE +/- 41921.89, N = 3SE +/- 17032.65, N = 3SE +/- 9643.65, N = 3SE +/- 14468.36, N = 3SE +/- 30550.50, N = 3SE +/- 4509.25, N = 3SE +/- 14294.52, N = 3SE +/- 11015.14, N = 3SE +/- 6806.86, N = 3SE +/- 8171.77, N = 3SE +/- 1452.97, N = 3788000073883337350667655466749776674821000409000039720003764000365400025830002506000191266718933331. (CC) gcc options: -m64 -lssl -lcrypto -fopenmp -lgmp -pthread -lm -lz -ldl -lcrypt -lbz2

Renaissance

Test: Apache Spark Bayes

OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.10.0Test: Apache Spark BayesXeon Platinum 8280Xeon W-3275MXeon Gold 6226REPYC 2 7R32Xeon Gold 5220R2 x Xeon Platinum 82802 x Xeon Gold 6226RXeon Gold 52182 x Xeon Platinum 8259CLXeon Silver 42162 x Xeon Gold 5220R2 x Xeon Silver 42162 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CL11002200330044005500SE +/- 19.41, N = 5SE +/- 30.38, N = 7SE +/- 28.09, N = 25SE +/- 26.28, N = 25SE +/- 38.41, N = 5SE +/- 36.17, N = 25SE +/- 38.94, N = 25SE +/- 26.06, N = 25SE +/- 47.41, N = 25SE +/- 37.40, N = 25SE +/- 42.87, N = 25SE +/- 65.14, N = 25SE +/- 57.72, N = 25SE +/- 90.85, N = 252674.182743.622856.853057.063150.103228.633405.413477.333495.613588.693662.774199.414510.835185.62

MKL-DNN DNNL

Harness: Convolution Batch conv_3d - Data Type: u8s8f32

OpenBenchmarking.orgms, Fewer Is BetterMKL-DNN DNNL 1.1Harness: Convolution Batch conv_3d - Data Type: u8s8f322 x Xeon Platinum 8280EPYC 2 7R322 x Xeon Platinum 8275CL2 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Gold 6226R2 x Xeon Gold 5220RXeon Platinum 8280Xeon W-3275M2 x Xeon Silver 4216Xeon Gold 6226RXeon Gold 5220RXeon Gold 5218Xeon Silver 42163K6K9K12K15KSE +/- 7.97, N = 3SE +/- 25.92, N = 3SE +/- 4.78, N = 3SE +/- 0.59, N = 3SE +/- 7.22, N = 3SE +/- 10.40, N = 3SE +/- 3.52, N = 3SE +/- 11.11, N = 3SE +/- 41.02, N = 3SE +/- 109.20, N = 3SE +/- 9.11, N = 3SE +/- 11.33, N = 3SE +/- 2.59, N = 3SE +/- 13.03, N = 33005.483076.763250.893252.483551.384821.244896.415919.946183.116329.949374.609696.9211821.3012300.30MIN: 2934.55MIN: 3011.81MIN: 3176.52MIN: 3175.14MIN: 3527.13MIN: 4760.44MIN: 4854.07MIN: 5895.99MIN: 5934.01MIN: 6190.58MIN: 9350.22MIN: 9656.48MIN: 11811.3MIN: 122541. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl

Basis Universal

Settings: ETC1S

OpenBenchmarking.orgSeconds, Fewer Is BetterBasis Universal 1.12Settings: ETC1SXeon W-3275MXeon Platinum 82802 x Xeon Platinum 8275CL2 x Xeon Platinum 82802 x Xeon Platinum 8275CL NUMA offEPYC 2 7R322 x Xeon Gold 5220RXeon Gold 6226R2 x Xeon Gold 6226RXeon Gold 5220R2 x Xeon Platinum 8259CLXeon Gold 52182 x Xeon Silver 4216Xeon Silver 42161530456075SE +/- 0.48, N = 3SE +/- 0.12, N = 3SE +/- 0.15, N = 3SE +/- 0.11, N = 3SE +/- 0.04, N = 3SE +/- 0.03, N = 3SE +/- 0.21, N = 3SE +/- 0.05, N = 3SE +/- 0.18, N = 3SE +/- 0.23, N = 3SE +/- 0.09, N = 3SE +/- 0.31, N = 3SE +/- 0.14, N = 3SE +/- 0.08, N = 347.6551.4552.6152.6953.1454.3154.5554.7954.9556.0257.8358.4765.6467.461. (CXX) g++ options: -std=c++11 -fvisibility=hidden -fPIC -fno-strict-aliasing -O3 -rdynamic -lm -lpthread

PyPerformance

Benchmark: float

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: floatXeon W-3275MXeon Platinum 82802 x Xeon Platinum 82802 x Xeon Gold 5220R2 x Xeon Gold 6226RXeon Gold 5220RXeon Gold 5218Xeon Gold 6226R2 x Xeon Platinum 8259CLXeon Silver 42162 x Xeon Silver 4216306090120150SE +/- 0.12, N = 3SE +/- 0.33, N = 394.5109.0109.0113.0113.0114.0114.0115.0123.0137.0137.0

MKL-DNN DNNL

Harness: IP Batch All - Data Type: u8s8f32

OpenBenchmarking.orgms, Fewer Is BetterMKL-DNN DNNL 1.1Harness: IP Batch All - Data Type: u8s8f322 x Xeon Platinum 8259CL2 x Xeon Platinum 8280Xeon Platinum 8280Xeon W-3275M2 x Xeon Platinum 8275CL NUMA off2 x Xeon Gold 5220R2 x Xeon Gold 6226RXeon Gold 6226RXeon Gold 5220R2 x Xeon Silver 4216Xeon Gold 52182 x Xeon Platinum 8275CLXeon Silver 4216EPYC 2 7R32306090120150SE +/- 0.01481, N = 3SE +/- 0.04146, N = 4SE +/- 0.00398, N = 3SE +/- 0.03226, N = 3SE +/- 0.01731, N = 3SE +/- 0.03777, N = 3SE +/- 0.03959, N = 3SE +/- 0.01160, N = 3SE +/- 0.02448, N = 3SE +/- 0.04012, N = 3SE +/- 0.00870, N = 3SE +/- 0.06319, N = 3SE +/- 0.03131, N = 3SE +/- 0.23997, N = 33.048663.110023.231213.592183.847464.086054.117794.538214.610544.826034.838755.367085.59275149.33900MIN: 144.741. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl

Himeno Benchmark

Poisson Pressure Solver

OpenBenchmarking.orgMFLOPS, More Is BetterHimeno Benchmark 3.0Poisson Pressure SolverXeon W-3275MEPYC 2 7R322 x Xeon Platinum 8280Xeon Platinum 82802 x Xeon Platinum 8275CL2 x Xeon Platinum 8275CL NUMA off2 x Xeon Gold 6226RXeon Gold 52182 x Xeon Gold 5220RXeon Gold 6226RXeon Gold 5220R2 x Xeon Platinum 8259CLXeon Silver 42162 x Xeon Silver 42168001600240032004000SE +/- 3.72, N = 3SE +/- 22.45, N = 3SE +/- 5.39, N = 3SE +/- 4.11, N = 3SE +/- 0.96, N = 3SE +/- 1.27, N = 3SE +/- 0.77, N = 3SE +/- 1.15, N = 3SE +/- 5.10, N = 3SE +/- 1.26, N = 3SE +/- 1.90, N = 3SE +/- 1.57, N = 3SE +/- 1.23, N = 3SE +/- 1.18, N = 33866.093769.723514.603510.213440.523430.773410.383405.043404.693401.163398.403147.912823.602817.671. (CC) gcc options: -O3 -mavx2

MKL-DNN DNNL

Harness: IP Batch All - Data Type: f32

OpenBenchmarking.orgms, Fewer Is BetterMKL-DNN DNNL 1.1Harness: IP Batch All - Data Type: f32Xeon Platinum 8280Xeon W-3275MXeon Gold 6226REPYC 2 7R32Xeon Gold 5220RXeon Gold 52182 x Xeon Platinum 82802 x Xeon Platinum 8259CLXeon Silver 42162 x Xeon Gold 6226R2 x Xeon Gold 5220R2 x Xeon Silver 42162 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CL510152025SE +/- 0.00854, N = 3SE +/- 0.10112, N = 3SE +/- 0.01593, N = 3SE +/- 0.01277, N = 3SE +/- 0.00905, N = 3SE +/- 0.02892, N = 3SE +/- 0.01419, N = 3SE +/- 0.03588, N = 3SE +/- 0.01401, N = 3SE +/- 0.06373, N = 3SE +/- 0.02232, N = 3SE +/- 0.05182, N = 3SE +/- 0.00546, N = 3SE +/- 0.07053, N = 36.795097.544398.842338.883908.907959.309599.524669.9766910.1930010.5239010.6348011.4215012.6820019.10300MIN: 6.68MIN: 6.71MIN: 8.73MIN: 8.36MIN: 8.69MIN: 9.16MIN: 9.28MIN: 9.62MIN: 9.79MIN: 10.17MIN: 10.26MIN: 11.02MIN: 12.39MIN: 18.631. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl

PyPerformance

Benchmark: regex_compile

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: regex_compileXeon W-3275MXeon Platinum 82802 x Xeon Platinum 82802 x Xeon Gold 5220RXeon Gold 52182 x Xeon Gold 6226RXeon Gold 5220RXeon Gold 6226R2 x Xeon Platinum 8259CLXeon Silver 42162 x Xeon Silver 4216EPYC 2 7R3250100150200250SE +/- 1.20, N = 3SE +/- 0.33, N = 3157164164167167167168168200204204213

NAS Parallel Benchmarks

Test / Class: BT.C

OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: BT.C2 x Xeon Platinum 8280EPYC 2 7R322 x Xeon Platinum 8259CL2 x Xeon Gold 5220R2 x Xeon Gold 6226RXeon Platinum 8280Xeon W-3275M2 x Xeon Silver 4216Xeon Gold 6226RXeon Gold 5220RXeon Gold 5218Xeon Silver 421630K60K90K120K150KSE +/- 78.84, N = 3SE +/- 500.22, N = 3SE +/- 107.83, N = 3SE +/- 42.06, N = 3SE +/- 86.40, N = 3SE +/- 52.95, N = 3SE +/- 127.07, N = 3SE +/- 124.40, N = 3SE +/- 27.55, N = 3SE +/- 44.99, N = 3SE +/- 54.74, N = 3SE +/- 4.15, N = 3136046.53106415.53104107.99100761.2977470.6771842.3469347.5865509.9856576.1250787.7948617.0546389.791. (F9X) gfortran options: -O3 -march=native -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi2. 2 x Xeon Platinum 8280: Open MPI 4.0.3rc43. EPYC 2 7R32: Open MPI 3.1.34. 2 x Xeon Platinum 8259CL: Open MPI 3.1.35. 2 x Xeon Gold 5220R: Open MPI 4.0.3rc46. 2 x Xeon Gold 6226R: Open MPI 4.0.3rc47. Xeon Platinum 8280: Open MPI 4.0.3rc48. Xeon W-3275M: Open MPI 3.1.39. 2 x Xeon Silver 4216: Open MPI 4.0.3rc410. Xeon Gold 6226R: Open MPI 4.0.3rc411. Xeon Gold 5220R: Open MPI 4.0.3rc412. Xeon Gold 5218: Open MPI 4.0.3rc413. Xeon Silver 4216: Open MPI 4.0.3rc4

MKL-DNN DNNL

Harness: Convolution Batch conv_3d - Data Type: bf16bf16bf16

OpenBenchmarking.orgms, Fewer Is BetterMKL-DNN DNNL 1.1Harness: Convolution Batch conv_3d - Data Type: bf16bf16bf162 x Xeon Platinum 82802 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8259CL2 x Xeon Gold 6226RXeon Platinum 82802 x Xeon Gold 5220RXeon W-3275M2 x Xeon Silver 4216Xeon Gold 6226RXeon Gold 5220RXeon Gold 5218Xeon Silver 4216918273645SE +/- 0.00328, N = 3SE +/- 0.00469, N = 3SE +/- 0.00882, N = 3SE +/- 0.00172, N = 3SE +/- 0.00770, N = 3SE +/- 0.00390, N = 3SE +/- 0.00301, N = 3SE +/- 0.24390, N = 4SE +/- 0.00466, N = 3SE +/- 0.00584, N = 3SE +/- 0.01559, N = 3SE +/- 0.00339, N = 3SE +/- 0.00904, N = 37.929128.647078.712349.2066511.6076014.0780015.2177016.5906020.5163022.4243029.9173039.9985040.01920MIN: 8.43MIN: 8.5MIN: 9.04MIN: 11.46MIN: 13.95MIN: 15.05MIN: 14.98MIN: 20.35MIN: 22.32MIN: 29.42MIN: 39.89MIN: 39.91. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl

Embree

Binary: Pathtracer - Model: Asian Dragon Obj

OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 3.6.1Binary: Pathtracer - Model: Asian Dragon Obj2 x Xeon Platinum 8280EPYC 2 7R322 x Xeon Platinum 8259CL2 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Gold 5220R2 x Xeon Gold 6226RXeon Platinum 8280Xeon W-3275M2 x Xeon Silver 4216Xeon Gold 5220RXeon Gold 6226RXeon Silver 4216Xeon Gold 52181224364860SE +/- 0.11, N = 3SE +/- 0.03, N = 3SE +/- 0.04, N = 3SE +/- 0.09, N = 3SE +/- 0.34, N = 3SE +/- 0.05, N = 3SE +/- 0.01, N = 3SE +/- 0.06, N = 3SE +/- 0.01, N = 3SE +/- 0.05, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 351.7947.5842.7640.8535.6732.3331.3129.2127.2025.5017.8017.4213.8813.85MIN: 50.62 / MAX: 53.17MIN: 46.92 / MAX: 48.74MIN: 42.06 / MAX: 43.59MIN: 40.1 / MAX: 42.54MIN: 34.25 / MAX: 38.16MIN: 31.97 / MAX: 32.83MIN: 31.07 / MAX: 31.76MIN: 28.89 / MAX: 29.61MIN: 26.82 / MAX: 27.54MIN: 25.3 / MAX: 25.83MIN: 17.67 / MAX: 17.93MIN: 17.34 / MAX: 17.59MIN: 13.82 / MAX: 13.97MIN: 13.79 / MAX: 13.97

Embree

Binary: Pathtracer ISPC - Model: Asian Dragon Obj

OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 3.6.1Binary: Pathtracer ISPC - Model: Asian Dragon Obj2 x Xeon Platinum 82802 x Xeon Platinum 8259CLEPYC 2 7R322 x Xeon Platinum 8275CL NUMA off2 x Xeon Gold 5220R2 x Xeon Platinum 8275CL2 x Xeon Gold 6226RXeon Platinum 8280Xeon W-3275M2 x Xeon Silver 4216Xeon Gold 5220RXeon Gold 6226RXeon Gold 5218Xeon Silver 42161326395265SE +/- 0.05, N = 3SE +/- 0.00, N = 3SE +/- 0.03, N = 3SE +/- 0.01, N = 3SE +/- 0.04, N = 3SE +/- 0.63, N = 3SE +/- 0.02, N = 3SE +/- 0.02, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 358.6950.9845.4344.7237.1536.6734.8033.0530.3525.0720.3419.3216.7713.49MIN: 56.97 / MAX: 60.91MIN: 49.91 / MAX: 52.27MIN: 44.82 / MAX: 46.53MIN: 43.9 / MAX: 46.32MIN: 36.74 / MAX: 37.69MIN: 34.56 / MAX: 39.51MIN: 34.51 / MAX: 35.32MIN: 32.72 / MAX: 33.4MIN: 29.95 / MAX: 30.77MIN: 24.86 / MAX: 25.34MIN: 20.23 / MAX: 20.53MIN: 19.25 / MAX: 19.46MIN: 16.69 / MAX: 16.88MIN: 13.43 / MAX: 13.59

PyPerformance

Benchmark: django_template

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: django_template2 x Xeon Platinum 8280Xeon Platinum 8280Xeon Gold 5220R2 x Xeon Gold 6226RXeon Gold 52182 x Xeon Gold 5220RXeon Gold 6226RXeon W-3275MXeon Silver 42162 x Xeon Silver 42162 x Xeon Platinum 8259CLEPYC 2 7R321530456075SE +/- 0.07, N = 3SE +/- 0.06, N = 3SE +/- 0.06, N = 3SE +/- 0.03, N = 3SE +/- 0.00, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.67, N = 3SE +/- 0.00, N = 3SE +/- 0.06, N = 3SE +/- 0.09, N = 3SE +/- 0.09, N = 345.946.247.147.147.247.347.349.957.557.564.266.4

Basis Universal

Settings: UASTC Level 3

OpenBenchmarking.orgSeconds, Fewer Is BetterBasis Universal 1.12Settings: UASTC Level 3EPYC 2 7R322 x Xeon Platinum 82802 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8259CL2 x Xeon Gold 6226R2 x Xeon Gold 5220RXeon W-3275MXeon Platinum 82802 x Xeon Silver 4216Xeon Gold 6226RXeon Gold 5220RXeon Gold 5218Xeon Silver 42161326395265SE +/- 0.06, N = 3SE +/- 0.02, N = 3SE +/- 0.00, N = 3SE +/- 0.18, N = 3SE +/- 0.08, N = 3SE +/- 0.05, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.03, N = 3SE +/- 0.01, N = 319.1919.8920.9921.0623.0927.2327.9830.6330.6934.6344.9446.7155.2158.251. (CXX) g++ options: -std=c++11 -fvisibility=hidden -fPIC -fno-strict-aliasing -O3 -rdynamic -lm -lpthread

MKL-DNN DNNL

Harness: IP Batch 1D - Data Type: f32

OpenBenchmarking.orgms, Fewer Is BetterMKL-DNN DNNL 1.1Harness: IP Batch 1D - Data Type: f322 x Xeon Platinum 8259CL2 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8280EPYC 2 7R322 x Xeon Platinum 8275CL2 x Xeon Gold 6226R2 x Xeon Gold 5220RXeon Platinum 82802 x Xeon Silver 4216Xeon W-3275MXeon Gold 6226RXeon Gold 5220RXeon Gold 5218Xeon Silver 42161.16252.3253.48754.655.8125SE +/- 0.01483, N = 15SE +/- 0.00571, N = 3SE +/- 0.01437, N = 15SE +/- 0.00673, N = 3SE +/- 0.02693, N = 15SE +/- 0.01296, N = 3SE +/- 0.02205, N = 15SE +/- 0.01072, N = 3SE +/- 0.01245, N = 3SE +/- 0.00575, N = 3SE +/- 0.00644, N = 3SE +/- 0.01148, N = 3SE +/- 0.02145, N = 3SE +/- 0.01398, N = 31.576871.635991.639861.675601.959922.189752.230092.394512.666992.867154.413664.499854.756965.16658MIN: 1.29MIN: 1.41MIN: 1.39MIN: 1.59MIN: 1.37MIN: 1.86MIN: 1.82MIN: 2.28MIN: 2.31MIN: 2.53MIN: 3.68MIN: 4.19MIN: 4.33MIN: 4.711. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl

John The Ripper

Test: Blowfish

OpenBenchmarking.orgReal C/S, More Is BetterJohn The Ripper 1.9.0-jumbo-1Test: Blowfish2 x Xeon Platinum 82802 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8259CLEPYC 2 7R322 x Xeon Gold 6226R2 x Xeon Gold 5220RXeon Platinum 82802 x Xeon Silver 4216Xeon W-3275MXeon Gold 6226RXeon Gold 5220RXeon Gold 5218Xeon Silver 421620K40K60K80K100KSE +/- 700.53, N = 3SE +/- 78.50, N = 3SE +/- 465.66, N = 3SE +/- 107.83, N = 3SE +/- 203.51, N = 3SE +/- 111.31, N = 3SE +/- 12.50, N = 3SE +/- 99.39, N = 3SE +/- 91.33, N = 3SE +/- 149.28, N = 3SE +/- 60.93, N = 3SE +/- 77.98, N = 3SE +/- 6.03, N = 3SE +/- 24.29, N = 384084783277777170888664755348551324428644102140326271262554721403204241. (CC) gcc options: -m64 -lssl -lcrypto -fopenmp -lgmp -pthread -lm -lz -ldl -lcrypt -lbz2

OSPray

Demo: NASA Streamlines - Renderer: SciVis

OpenBenchmarking.orgFPS, More Is BetterOSPray 1.8.5Demo: NASA Streamlines - Renderer: SciVis2 x Xeon Platinum 82802 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8259CLEPYC 2 7R322 x Xeon Gold 6226R2 x Xeon Gold 5220RXeon Platinum 8280Xeon W-3275M2 x Xeon Silver 4216Xeon Gold 6226RXeon Gold 5220RXeon Gold 5218Xeon Silver 421620406080100SE +/- 0.00, N = 13SE +/- 0.00, N = 12SE +/- 0.71, N = 9SE +/- 0.00, N = 12SE +/- 0.00, N = 12SE +/- 0.00, N = 15SE +/- 0.00, N = 15SE +/- 0.00, N = 3SE +/- 0.00, N = 12SE +/- 0.00, N = 12SE +/- 0.00, N = 12SE +/- 0.00, N = 12SE +/- 0.00, N = 1290.9183.3382.6276.9276.9255.5655.5650.0045.4534.4829.4128.5723.2618.18MIN: 29.41MIN: 71.43 / MAX: 90.91MIN: 26.32 / MAX: 90.91MIN: 27.78 / MAX: 83.33MIN: 71.43 / MAX: 83.33MIN: 19.23MIN: 24.39MIN: 43.48MIN: 43.48 / MAX: 47.62MIN: 18.87 / MAX: 35.71MIN: 26.32MIN: 26.32 / MAX: 29.41MIN: 22.73 / MAX: 23.81MIN: 17.86 / MAX: 18.52

lzbench

Test: Crush 0 - Process: Decompression

OpenBenchmarking.orgMB/s, More Is Betterlzbench 1.8Test: Crush 0 - Process: DecompressionXeon W-3275MXeon Platinum 82802 x Xeon Platinum 8275CL2 x Xeon Platinum 8275CL NUMA offXeon Gold 5218Xeon Gold 6226R2 x Xeon Platinum 8280Xeon Gold 5220R2 x Xeon Gold 5220R2 x Xeon Gold 6226R2 x Xeon Platinum 8259CLEPYC 2 7R32Xeon Silver 42162 x Xeon Silver 4216110220330440550SE +/- 0.33, N = 35094404344324304294284284194183943803533441. (CXX) g++ options: -pthread -fomit-frame-pointer -fstrict-aliasing -ffast-math -O3

lzbench

Test: Crush 0 - Process: Compression

OpenBenchmarking.orgMB/s, More Is Betterlzbench 1.8Test: Crush 0 - Process: CompressionXeon W-3275MXeon Platinum 8280Xeon Gold 5220RXeon Gold 52182 x Xeon Platinum 82802 x Xeon Platinum 8275CL NUMA offXeon Gold 6226R2 x Xeon Platinum 8275CL2 x Xeon Gold 5220R2 x Xeon Gold 6226R2 x Xeon Platinum 8259CLXeon Silver 4216EPYC 2 7R322 x Xeon Silver 421620406080100SE +/- 1.00, N = 3SE +/- 0.33, N = 3SE +/- 0.33, N = 3SE +/- 0.33, N = 3SE +/- 0.33, N = 3SE +/- 0.33, N = 3SE +/- 0.58, N = 31091019896969595949391888281801. (CXX) g++ options: -pthread -fomit-frame-pointer -fstrict-aliasing -ffast-math -O3

Embree

Binary: Pathtracer ISPC - Model: Crown

OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 3.6.1Binary: Pathtracer ISPC - Model: Crown2 x Xeon Platinum 82802 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8259CLEPYC 2 7R322 x Xeon Gold 5220R2 x Xeon Gold 6226RXeon Platinum 8280Xeon W-3275M2 x Xeon Silver 4216Xeon Gold 5220RXeon Gold 6226RXeon Gold 5218Xeon Silver 42161224364860SE +/- 0.05, N = 3SE +/- 0.03, N = 3SE +/- 0.49, N = 12SE +/- 0.38, N = 3SE +/- 0.08, N = 3SE +/- 0.02, N = 3SE +/- 0.03, N = 3SE +/- 0.02, N = 3SE +/- 0.04, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 353.2349.9649.0546.1845.1933.4531.7328.7726.4021.7517.6616.8114.4211.38MIN: 51.36 / MAX: 55.83MIN: 48.68 / MAX: 51.86MIN: 37.93 / MAX: 51.79MIN: 42.99 / MAX: 47.93MIN: 44.15 / MAX: 46.52MIN: 32.87 / MAX: 34.13MIN: 31.27 / MAX: 32.36MIN: 28.26 / MAX: 29.24MIN: 25.71 / MAX: 26.95MIN: 21.43 / MAX: 22.13MIN: 17.5 / MAX: 17.85MIN: 16.67 / MAX: 17MIN: 14.3 / MAX: 14.63MIN: 11.32 / MAX: 11.49

NAS Parallel Benchmarks

Test / Class: LU.C

OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: LU.C2 x Xeon Platinum 82802 x Xeon Platinum 8259CL2 x Xeon Gold 5220R2 x Xeon Gold 6226REPYC 2 7R322 x Xeon Silver 4216Xeon Platinum 8280Xeon W-3275MXeon Gold 6226RXeon Gold 5220RXeon Gold 5218Xeon Silver 421630K60K90K120K150KSE +/- 188.25, N = 3SE +/- 55.32, N = 3SE +/- 135.16, N = 3SE +/- 50.65, N = 3SE +/- 139.53, N = 3SE +/- 91.80, N = 3SE +/- 82.95, N = 3SE +/- 35.10, N = 3SE +/- 30.22, N = 3SE +/- 45.25, N = 3SE +/- 41.33, N = 3SE +/- 38.08, N = 3140090.32120961.91108883.40106268.3399821.8985606.5374255.6769606.8458594.5056744.8748143.4946723.011. (F9X) gfortran options: -O3 -march=native -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi2. 2 x Xeon Platinum 8280: Open MPI 4.0.3rc43. 2 x Xeon Platinum 8259CL: Open MPI 3.1.34. 2 x Xeon Gold 5220R: Open MPI 4.0.3rc45. 2 x Xeon Gold 6226R: Open MPI 4.0.3rc46. EPYC 2 7R32: Open MPI 3.1.37. 2 x Xeon Silver 4216: Open MPI 4.0.3rc48. Xeon Platinum 8280: Open MPI 4.0.3rc49. Xeon W-3275M: Open MPI 3.1.310. Xeon Gold 6226R: Open MPI 4.0.3rc411. Xeon Gold 5220R: Open MPI 4.0.3rc412. Xeon Gold 5218: Open MPI 4.0.3rc413. Xeon Silver 4216: Open MPI 4.0.3rc4

Tungsten Renderer

Scene: Water Caustic

OpenBenchmarking.orgSeconds, Fewer Is BetterTungsten Renderer 0.2.2Scene: Water CausticXeon W-3275M2 x Xeon Platinum 8280Xeon Platinum 8280EPYC 2 7R322 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Gold 6226R2 x Xeon Gold 5220RXeon Gold 6226R2 x Xeon Platinum 8259CLXeon Gold 5220RXeon Gold 52182 x Xeon Silver 4216Xeon Silver 4216714212835SE +/- 0.10, N = 3SE +/- 0.06, N = 3SE +/- 0.08, N = 3SE +/- 0.02, N = 3SE +/- 0.07, N = 3SE +/- 0.12, N = 3SE +/- 0.05, N = 3SE +/- 0.04, N = 3SE +/- 0.07, N = 3SE +/- 0.09, N = 3SE +/- 0.07, N = 3SE +/- 0.02, N = 3SE +/- 0.03, N = 3SE +/- 0.12, N = 321.5521.5922.0222.3222.7122.7623.1923.3424.0924.5425.0125.9627.3928.90-mavx512f -mavx512vl -mavx512cd -mavx512dq -mavx512bw -mno-sse4a -ljpeg-mavx512f -mavx512vl -mavx512cd -mavx512dq -mavx512bw -mno-sse4a-mavx512f -mavx512vl -mavx512cd -mavx512dq -mavx512bw -mno-sse4a-march=znver1 -msse4a -mno-avx512f -mno-avx512vl -mno-avx512cd -mno-avx512dq -mno-avx512bw-mavx512f -mavx512vl -mavx512cd -mavx512dq -mavx512bw -mno-sse4a-mavx512f -mavx512vl -mavx512cd -mavx512dq -mavx512bw -mno-sse4a-mavx512f -mavx512vl -mavx512cd -mavx512dq -mavx512bw -mno-sse4a-mavx512f -mavx512vl -mavx512cd -mavx512dq -mavx512bw -mno-sse4a-mavx512f -mavx512vl -mavx512cd -mavx512dq -mavx512bw -mno-sse4a-mavx512f -mavx512vl -mavx512cd -mavx512dq -mavx512bw -mno-sse4a-mavx512f -mavx512vl -mavx512cd -mavx512dq -mavx512bw -mno-sse4a-mavx512f -mavx512vl -mavx512cd -mavx512dq -mavx512bw -mno-sse4a-mavx512f -mavx512vl -mavx512cd -mavx512dq -mavx512bw -mno-sse4a-mavx512f -mavx512vl -mavx512cd -mavx512dq -mavx512bw -mno-sse4a1. (CXX) g++ options: -std=c++0x -msse2 -msse3 -mssse3 -msse4.1 -msse4.2 -mfma -mbmi2 -mno-avx -mno-avx2 -mno-xop -mno-fma4 -mno-avx512pf -mno-avx512er -mno-avx512ifma -mno-avx512vbmi -fstrict-aliasing -O3 -rdynamic -lpthread -ldl

Intel MPI Benchmarks

Test: IMB-P2P PingPong

OpenBenchmarking.orgAverage Msg/sec, More Is BetterIntel MPI Benchmarks 2019.3Test: IMB-P2P PingPong2 x Xeon Platinum 8275CL2 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Platinum 82802 x Xeon Gold 6226REPYC 2 7R32Xeon W-3275M2 x Xeon Gold 5220R2 x Xeon Silver 4216Xeon Platinum 8280Xeon Gold 6226RXeon Gold 5220RXeon Gold 5218Xeon Silver 42168M16M24M32M40MSE +/- 12198.08, N = 3SE +/- 131246.22, N = 3SE +/- 80057.86, N = 3SE +/- 66348.18, N = 3SE +/- 41319.75, N = 3SE +/- 40509.97, N = 3SE +/- 59477.15, N = 3SE +/- 12631.77, N = 3SE +/- 20273.79, N = 3SE +/- 33688.94, N = 3SE +/- 19484.28, N = 3SE +/- 20987.71, N = 3SE +/- 10529.89, N = 3SE +/- 7036.00, N = 335954425.3635888907.9931988149.2531821690.5520467429.5220348261.0320246604.6219650424.3317176230.5416653864.7710620968.6110276849.529066471.048923779.55MIN: 2889 / MAX: 93907202MIN: 2551 / MAX: 94279351MIN: 9163 / MAX: 84595469MIN: 9950 / MAX: 90956260MIN: 7824 / MAX: 55096192MIN: 6272 / MAX: 47546902MIN: 5167 / MAX: 52108336MIN: 8143 / MAX: 56362584MIN: 7391 / MAX: 46585428MIN: 5455 / MAX: 458333301. (CXX) g++ options: -O0 -pedantic -fopenmp -pthread -lmpi_cxx -lmpi

Embree

Binary: Pathtracer - Model: Crown

OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 3.6.1Binary: Pathtracer - Model: CrownEPYC 2 7R322 x Xeon Platinum 82802 x Xeon Platinum 8275CL2 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Gold 5220R2 x Xeon Gold 6226RXeon Platinum 8280Xeon W-3275M2 x Xeon Silver 4216Xeon Gold 5220RXeon Gold 6226RXeon Silver 4216Xeon Gold 52181122334455SE +/- 0.08, N = 3SE +/- 0.09, N = 3SE +/- 0.12, N = 3SE +/- 0.17, N = 3SE +/- 0.17, N = 3SE +/- 0.05, N = 3SE +/- 0.09, N = 3SE +/- 0.04, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.02, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 347.6545.6141.7941.3938.1229.5228.9626.2824.5523.2716.0515.9912.4312.39MIN: 46.77 / MAX: 49.17MIN: 44.2 / MAX: 47.35MIN: 40.7 / MAX: 42.99MIN: 40.34 / MAX: 42.73MIN: 37.03 / MAX: 39.42MIN: 29.05 / MAX: 30.15MIN: 28.49 / MAX: 29.56MIN: 25.64 / MAX: 26.64MIN: 24.09 / MAX: 24.98MIN: 23 / MAX: 23.64MIN: 15.89 / MAX: 16.22MIN: 15.9 / MAX: 16.17MIN: 12.35 / MAX: 12.55MIN: 12.32 / MAX: 12.5

PyBench

Total For Average Test Times

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyBench 2018-02-16Total For Average Test TimesXeon W-3275M2 x Xeon Platinum 8280Xeon Platinum 82802 x Xeon Gold 5220RXeon Gold 5218Xeon Gold 6226R2 x Xeon Gold 6226RXeon Gold 5220R2 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CLEPYC 2 7R322 x Xeon Platinum 8259CLXeon Silver 42162 x Xeon Silver 421630060090012001500SE +/- 1.45, N = 3SE +/- 1.00, N = 3SE +/- 1.15, N = 3SE +/- 1.45, N = 3SE +/- 3.06, N = 3SE +/- 0.67, N = 3SE +/- 12.17, N = 3SE +/- 0.88, N = 3SE +/- 4.73, N = 3SE +/- 3.18, N = 3SE +/- 1.00, N = 3SE +/- 0.58, N = 3SE +/- 0.67, N = 39511073107611001101110311041114112311331226125213421343

lzbench

Test: Zstd 8 - Process: Decompression

OpenBenchmarking.orgMB/s, More Is Betterlzbench 1.8Test: Zstd 8 - Process: DecompressionXeon W-3275MEPYC 2 7R32Xeon Platinum 8280Xeon Gold 5218Xeon Gold 5220RXeon Gold 6226R2 x Xeon Platinum 82802 x Xeon Gold 5220R2 x Xeon Gold 6226R2 x Xeon Platinum 8275CL2 x Xeon Platinum 8259CL2 x Xeon Platinum 8275CL NUMA offXeon Silver 42162 x Xeon Silver 421630060090012001500SE +/- 1.45, N = 3SE +/- 0.58, N = 3SE +/- 1.33, N = 3SE +/- 0.33, N = 3SE +/- 1.53, N = 3SE +/- 1.53, N = 3SE +/- 1.53, N = 3SE +/- 0.67, N = 3SE +/- 1.53, N = 3SE +/- 1.86, N = 3129812661224119511941193112411011100105310119999989301. (CXX) g++ options: -pthread -fomit-frame-pointer -fstrict-aliasing -ffast-math -O3

lzbench

Test: Zstd 8 - Process: Compression

OpenBenchmarking.orgMB/s, More Is Betterlzbench 1.8Test: Zstd 8 - Process: CompressionXeon W-3275MEPYC 2 7R32Xeon Platinum 8280Xeon Gold 5220R2 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8280Xeon Gold 6226RXeon Gold 52182 x Xeon Gold 5220R2 x Xeon Platinum 8275CL2 x Xeon Gold 6226R2 x Xeon Platinum 8259CLXeon Silver 42162 x Xeon Silver 42162040608010084837776757574747473726964631. (CXX) g++ options: -pthread -fomit-frame-pointer -fstrict-aliasing -ffast-math -O3

lzbench

Test: Brotli 2 - Process: Decompression

OpenBenchmarking.orgMB/s, More Is Betterlzbench 1.8Test: Brotli 2 - Process: DecompressionXeon W-3275MXeon Platinum 8280Xeon Gold 5218Xeon Gold 6226RXeon Gold 5220R2 x Xeon Platinum 82802 x Xeon Gold 5220R2 x Xeon Gold 6226R2 x Xeon Platinum 8275CL2 x Xeon Platinum 8275CL NUMA offEPYC 2 7R322 x Xeon Platinum 8259CLXeon Silver 42162 x Xeon Silver 4216160320480640800SE +/- 1.45, N = 3SE +/- 0.67, N = 3SE +/- 0.67, N = 3SE +/- 0.88, N = 3SE +/- 5.03, N = 3SE +/- 1.33, N = 3SE +/- 1.20, N = 3SE +/- 1.00, N = 3SE +/- 0.88, N = 3SE +/- 0.33, N = 3SE +/- 0.67, N = 37216736556536516236136085925825645515425091. (CXX) g++ options: -pthread -fomit-frame-pointer -fstrict-aliasing -ffast-math -O3

lzbench

Test: Brotli 2 - Process: Compression

OpenBenchmarking.orgMB/s, More Is Betterlzbench 1.8Test: Brotli 2 - Process: CompressionXeon W-3275MXeon Platinum 8280Xeon Gold 6226RXeon Gold 52182 x Xeon Platinum 8280Xeon Gold 5220R2 x Xeon Platinum 8275CL NUMA off2 x Xeon Gold 6226R2 x Xeon Gold 5220R2 x Xeon Platinum 8275CLEPYC 2 7R322 x Xeon Platinum 8259CLXeon Silver 42162 x Xeon Silver 42164080120160200SE +/- 0.33, N = 3SE +/- 0.33, N = 3SE +/- 0.33, N = 3SE +/- 0.67, N = 3SE +/- 1.33, N = 3SE +/- 0.58, N = 31961811761761761761721721721701651571461421. (CXX) g++ options: -pthread -fomit-frame-pointer -fstrict-aliasing -ffast-math -O3

lzbench

Test: Zstd 1 - Process: Decompression

OpenBenchmarking.orgMB/s, More Is Betterlzbench 1.8Test: Zstd 1 - Process: DecompressionXeon W-3275MXeon Platinum 8280Xeon Gold 5218Xeon Gold 6226RXeon Gold 5220R2 x Xeon Platinum 8280EPYC 2 7R322 x Xeon Gold 5220R2 x Xeon Gold 6226R2 x Xeon Platinum 8275CL2 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8259CLXeon Silver 42162 x Xeon Silver 421630060090012001500SE +/- 2.65, N = 3SE +/- 0.33, N = 3SE +/- 2.00, N = 3SE +/- 0.67, N = 3SE +/- 0.67, N = 3SE +/- 0.33, N = 3SE +/- 0.67, N = 3SE +/- 1.33, N = 31299121211841182118011681148114711411099109010279739431. (CXX) g++ options: -pthread -fomit-frame-pointer -fstrict-aliasing -ffast-math -O3

lzbench

Test: Zstd 1 - Process: Compression

OpenBenchmarking.orgMB/s, More Is Betterlzbench 1.8Test: Zstd 1 - Process: CompressionXeon W-3275MXeon Platinum 82802 x Xeon Platinum 8280Xeon Gold 5218Xeon Gold 6226RXeon Gold 5220R2 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Gold 6226R2 x Xeon Gold 5220REPYC 2 7R322 x Xeon Platinum 8259CLXeon Silver 42162 x Xeon Silver 4216110220330440550SE +/- 1.00, N = 3SE +/- 0.58, N = 3SE +/- 2.33, N = 35084574494464454444434394374374183993653591. (CXX) g++ options: -pthread -fomit-frame-pointer -fstrict-aliasing -ffast-math -O3

MKL-DNN DNNL

Harness: Deconvolution Batch deconv_3d - Data Type: u8s8f32

OpenBenchmarking.orgms, Fewer Is BetterMKL-DNN DNNL 1.1Harness: Deconvolution Batch deconv_3d - Data Type: u8s8f322 x Xeon Platinum 8280EPYC 2 7R322 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8259CL2 x Xeon Gold 6226R2 x Xeon Gold 5220RXeon Platinum 82802 x Xeon Silver 4216Xeon W-3275MXeon Gold 6226RXeon Gold 5220RXeon Gold 5218Xeon Silver 421616003200480064008000SE +/- 5.70, N = 3SE +/- 3.22, N = 3SE +/- 2.13, N = 3SE +/- 0.43, N = 3SE +/- 3.00, N = 3SE +/- 2.41, N = 3SE +/- 3.26, N = 3SE +/- 2.14, N = 3SE +/- 2.28, N = 3SE +/- 48.27, N = 3SE +/- 5.07, N = 3SE +/- 5.71, N = 3SE +/- 2.58, N = 3SE +/- 0.67, N = 31893.721899.242057.932059.032238.052987.083112.363716.983849.133852.375864.266072.577189.037457.86MIN: 1871.79MIN: 1888.24MIN: 2050.62MIN: 2054.86MIN: 2230.65MIN: 2977.12MIN: 3107.3MIN: 3705.72MIN: 3842.7MIN: 3728.62MIN: 5830.88MIN: 6048.56MIN: 7180.23MIN: 7454.841. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl

Embree

Binary: Pathtracer - Model: Asian Dragon

OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 3.6.1Binary: Pathtracer - Model: Asian Dragon2 x Xeon Platinum 8280EPYC 2 7R322 x Xeon Platinum 8259CL2 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Gold 5220R2 x Xeon Gold 6226RXeon Platinum 8280Xeon W-3275M2 x Xeon Silver 4216Xeon Gold 5220RXeon Gold 6226RXeon Gold 5218Xeon Silver 42161326395265SE +/- 0.16, N = 3SE +/- 0.06, N = 3SE +/- 0.38, N = 3SE +/- 0.19, N = 3SE +/- 0.32, N = 3SE +/- 0.05, N = 3SE +/- 0.03, N = 3SE +/- 0.04, N = 3SE +/- 0.05, N = 3SE +/- 0.05, N = 3SE +/- 0.04, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.03, N = 357.4952.9546.7945.7740.0835.8834.6932.2530.1128.2019.6119.3515.3115.28MIN: 55.98 / MAX: 58.87MIN: 52.3 / MAX: 53.84MIN: 44.43 / MAX: 47.97MIN: 44.89 / MAX: 47.26MIN: 37.64 / MAX: 43.58MIN: 35.51 / MAX: 36.33MIN: 34.44 / MAX: 35.19MIN: 32 / MAX: 32.54MIN: 29.8 / MAX: 30.54MIN: 27.97 / MAX: 28.53MIN: 19.5 / MAX: 19.79MIN: 19.28 / MAX: 19.48MIN: 15.25 / MAX: 15.4MIN: 15.18 / MAX: 15.39

Mlpack Benchmark

Benchmark: scikit_svm

OpenBenchmarking.orgSeconds, Fewer Is BetterMlpack BenchmarkBenchmark: scikit_svmEPYC 2 7R32Xeon W-3275M2 x Xeon Platinum 8275CLXeon Platinum 82802 x Xeon Platinum 82802 x Xeon Gold 6226RXeon Gold 5220R2 x Xeon Gold 5220RXeon Gold 6226RXeon Gold 52182 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8259CLXeon Silver 42162 x Xeon Silver 4216510152025SE +/- 0.09, N = 3SE +/- 0.19, N = 3SE +/- 0.06, N = 3SE +/- 0.07, N = 3SE +/- 0.09, N = 3SE +/- 0.13, N = 3SE +/- 0.09, N = 3SE +/- 0.04, N = 3SE +/- 0.00, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.03, N = 3SE +/- 0.04, N = 3SE +/- 0.06, N = 315.1615.7816.8717.1917.1917.7717.8217.9217.9217.9818.4218.7620.8921.09

Zstd Compression

Compressing ubuntu-16.04.3-server-i386.img, Compression Level 19

OpenBenchmarking.orgSeconds, Fewer Is BetterZstd Compression 1.3.4Compressing ubuntu-16.04.3-server-i386.img, Compression Level 19Xeon Platinum 8280Xeon W-3275M2 x Xeon Platinum 8280EPYC 2 7R322 x Xeon Platinum 8259CL2 x Xeon Gold 6226R2 x Xeon Platinum 8275CL NUMA offXeon Gold 6226RXeon Gold 5220R2 x Xeon Gold 5220R2 x Xeon Platinum 8275CL2 x Xeon Silver 4216Xeon Gold 5218Xeon Silver 42163691215SE +/- 0.016, N = 3SE +/- 0.023, N = 3SE +/- 0.148, N = 3SE +/- 0.062, N = 15SE +/- 0.094, N = 15SE +/- 0.096, N = 3SE +/- 0.138, N = 5SE +/- 0.056, N = 3SE +/- 0.021, N = 3SE +/- 0.117, N = 3SE +/- 0.114, N = 15SE +/- 0.104, N = 15SE +/- 0.029, N = 3SE +/- 0.075, N = 38.2038.3809.1379.2309.94910.20610.28910.33010.35510.44910.94510.97811.12211.430-llzma1. (CC) gcc options: -O3 -pthread -lz

SVT-AV1

Encoder Mode: Enc Mode 4 - Input: 1080p

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 0.8Encoder Mode: Enc Mode 4 - Input: 1080p2 x Xeon Platinum 8280Xeon W-3275MXeon Platinum 82802 x Xeon Platinum 8259CL2 x Xeon Platinum 8275CL NUMA offEPYC 2 7R322 x Xeon Gold 6226R2 x Xeon Gold 5220R2 x Xeon Platinum 8275CLXeon Gold 6226RXeon Gold 5220R2 x Xeon Silver 4216Xeon Gold 5218Xeon Silver 4216246810SE +/- 0.064, N = 3SE +/- 0.023, N = 3SE +/- 0.032, N = 3SE +/- 0.002, N = 3SE +/- 0.046, N = 3SE +/- 0.072, N = 5SE +/- 0.009, N = 3SE +/- 0.019, N = 3SE +/- 0.041, N = 3SE +/- 0.018, N = 3SE +/- 0.014, N = 3SE +/- 0.010, N = 3SE +/- 0.003, N = 3SE +/- 0.021, N = 37.0336.3896.0305.9555.9425.7145.4315.3025.2434.3404.2854.2163.3393.3091. (CXX) g++ options: -fPIE -fPIC -pie

MKL-DNN DNNL

Harness: Convolution Batch conv_alexnet - Data Type: bf16bf16bf16

OpenBenchmarking.orgms, Fewer Is BetterMKL-DNN DNNL 1.1Harness: Convolution Batch conv_alexnet - Data Type: bf16bf16bf162 x Xeon Platinum 82802 x Xeon Platinum 8275CL2 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Gold 6226RXeon Platinum 8280Xeon W-3275M2 x Xeon Gold 5220R2 x Xeon Silver 4216Xeon Gold 6226RXeon Gold 5220RXeon Gold 5218Xeon Silver 4216400800120016002000SE +/- 0.06, N = 3SE +/- 0.07, N = 3SE +/- 0.33, N = 3SE +/- 0.23, N = 3SE +/- 4.23, N = 3SE +/- 0.07, N = 3SE +/- 1.04, N = 3SE +/- 0.06, N = 3SE +/- 0.08, N = 3SE +/- 0.09, N = 3SE +/- 1.48, N = 3SE +/- 0.15, N = 3SE +/- 0.03, N = 3320.06348.24348.33399.30527.02637.37702.07712.20938.911042.341433.471874.471875.23MIN: 319.23MIN: 346.92MIN: 347.28MIN: 398.05MIN: 521.14MIN: 636.97MIN: 687.86MIN: 710.93MIN: 937.57MIN: 1041.43MIN: 1421.77MIN: 1873.87MIN: 1873.91. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl

MKL-DNN DNNL

Harness: Deconvolution Batch deconv_1d - Data Type: u8s8f32

OpenBenchmarking.orgms, Fewer Is BetterMKL-DNN DNNL 1.1Harness: Deconvolution Batch deconv_1d - Data Type: u8s8f322 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Gold 6226RXeon Platinum 82802 x Xeon Platinum 8259CL2 x Xeon Platinum 8280Xeon W-3275MXeon Gold 6226R2 x Xeon Gold 5220R2 x Xeon Silver 4216Xeon Gold 5220RXeon Gold 5218Xeon Silver 4216EPYC 2 7R322004006008001000SE +/- 0.001652, N = 3SE +/- 0.001152, N = 3SE +/- 0.001915, N = 3SE +/- 0.000361, N = 3SE +/- 0.000864, N = 3SE +/- 0.006813, N = 3SE +/- 0.001267, N = 3SE +/- 0.000358, N = 3SE +/- 0.002792, N = 3SE +/- 0.003675, N = 3SE +/- 0.001194, N = 3SE +/- 0.001460, N = 3SE +/- 0.001246, N = 3SE +/- 4.136428, N = 30.3547140.3553620.3690600.3710360.3762220.3944550.4584220.5286320.5608900.7703000.8437090.9767301.2737501131.130000MIN: 1118.791. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl

MKL-DNN DNNL

Harness: Deconvolution Batch deconv_1d - Data Type: bf16bf16bf16

OpenBenchmarking.orgms, Fewer Is BetterMKL-DNN DNNL 1.1Harness: Deconvolution Batch deconv_1d - Data Type: bf16bf16bf162 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 82802 x Xeon Platinum 8259CL2 x Xeon Gold 6226RXeon Platinum 82802 x Xeon Gold 5220RXeon W-3275M2 x Xeon Silver 4216Xeon Gold 6226RXeon Gold 5220RXeon Gold 5218Xeon Silver 421648121620SE +/- 0.00401, N = 3SE +/- 0.01030, N = 3SE +/- 0.00661, N = 3SE +/- 0.00489, N = 3SE +/- 0.00747, N = 3SE +/- 0.00167, N = 3SE +/- 0.00772, N = 3SE +/- 0.03740, N = 3SE +/- 0.01001, N = 3SE +/- 0.00392, N = 3SE +/- 0.04579, N = 3SE +/- 0.00105, N = 3SE +/- 0.00867, N = 33.965103.969064.068474.490395.384026.553747.229757.615958.869139.9036213.1428016.5484016.55160MIN: 3.88MIN: 3.86MIN: 3.93MIN: 4.4MIN: 5.3MIN: 6.5MIN: 7.13MIN: 6.95MIN: 8.78MIN: 9.85MIN: 12.96MIN: 16.51MIN: 16.511. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl

MKL-DNN DNNL

Harness: Deconvolution Batch deconv_1d - Data Type: f32

OpenBenchmarking.orgms, Fewer Is BetterMKL-DNN DNNL 1.1Harness: Deconvolution Batch deconv_1d - Data Type: f322 x Xeon Platinum 82802 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Platinum 8275CLXeon Platinum 82802 x Xeon Gold 6226RXeon W-3275M2 x Xeon Gold 5220REPYC 2 7R32Xeon Gold 6226R2 x Xeon Silver 4216Xeon Gold 5220RXeon Gold 5218Xeon Silver 42161.19492.38983.58474.77965.9745SE +/- 0.00318, N = 3SE +/- 0.00024, N = 3SE +/- 0.00693, N = 3SE +/- 0.00979, N = 3SE +/- 0.00157, N = 3SE +/- 0.00475, N = 3SE +/- 0.01273, N = 3SE +/- 0.00174, N = 3SE +/- 0.01972, N = 3SE +/- 0.00272, N = 3SE +/- 0.00576, N = 3SE +/- 0.00527, N = 3SE +/- 0.00570, N = 3SE +/- 0.01140, N = 31.240291.251161.257951.331091.462321.497241.745152.126802.225402.231263.065903.364323.994885.31087MIN: 1.17MIN: 1.19MIN: 1.2MIN: 1.26MIN: 1.44MIN: 1.43MIN: 1.55MIN: 2.06MIN: 2.11MIN: 2.17MIN: 2.99MIN: 3.3MIN: 3.95MIN: 5.161. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl

Embree

Binary: Pathtracer ISPC - Model: Asian Dragon

OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 3.6.1Binary: Pathtracer ISPC - Model: Asian Dragon2 x Xeon Platinum 82802 x Xeon Platinum 8259CLEPYC 2 7R322 x Xeon Platinum 8275CL NUMA off2 x Xeon Gold 5220R2 x Xeon Gold 6226R2 x Xeon Platinum 8275CLXeon Platinum 8280Xeon W-3275M2 x Xeon Silver 4216Xeon Gold 5220RXeon Gold 6226RXeon Gold 5218Xeon Silver 42161530456075SE +/- 0.03, N = 3SE +/- 0.06, N = 3SE +/- 0.03, N = 3SE +/- 0.02, N = 3SE +/- 0.02, N = 3SE +/- 0.07, N = 3SE +/- 0.53, N = 4SE +/- 0.06, N = 3SE +/- 0.08, N = 3SE +/- 0.02, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 368.4259.0652.3551.8743.1040.4338.7738.3135.1528.9723.6022.4619.4315.59MIN: 66.22 / MAX: 70.39MIN: 57.51 / MAX: 60.42MIN: 51.67 / MAX: 53.48MIN: 50.96 / MAX: 54.15MIN: 42.68 / MAX: 43.7MIN: 40.04 / MAX: 41.18MIN: 35.85 / MAX: 45.98MIN: 37.87 / MAX: 38.72MIN: 33.95 / MAX: 35.72MIN: 28.72 / MAX: 29.29MIN: 23.45 / MAX: 23.8MIN: 22.38 / MAX: 22.62MIN: 19.37 / MAX: 19.6MIN: 15.54 / MAX: 15.7

dav1d

Video Input: Summer Nature 4K

OpenBenchmarking.orgFPS, More Is Betterdav1d 0.6.0Video Input: Summer Nature 4KEPYC 2 7R32Xeon W-3275M2 x Xeon Platinum 82802 x Xeon Platinum 8275CL2 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Gold 6226RXeon Platinum 82802 x Xeon Gold 5220RXeon Gold 6226RXeon Gold 5220R2 x Xeon Silver 4216Xeon Gold 5218Xeon Silver 421670140210280350SE +/- 0.98, N = 3SE +/- 1.20, N = 3SE +/- 3.68, N = 3SE +/- 1.14, N = 3SE +/- 0.62, N = 3SE +/- 1.73, N = 3SE +/- 1.66, N = 3SE +/- 1.15, N = 3SE +/- 0.84, N = 3SE +/- 1.20, N = 3SE +/- 0.78, N = 3SE +/- 1.81, N = 3SE +/- 0.30, N = 3SE +/- 0.15, N = 3321.17256.60221.31218.14216.86215.64203.10199.08177.89170.07160.59159.60136.86132.46MIN: 150.11 / MAX: 347.95MIN: 164.1 / MAX: 284.35MIN: 81.4 / MAX: 247.6MIN: 105.24 / MAX: 238.99MIN: 97.39 / MAX: 239.16MIN: 93.88 / MAX: 236.99MIN: 119.16 / MAX: 222.17MIN: 121.12 / MAX: 214.69MIN: 103.41 / MAX: 190.93MIN: 115.59 / MAX: 193.75MIN: 110.85 / MAX: 181MIN: 100.88 / MAX: 178.21MIN: 107.86 / MAX: 153.94MIN: 104.21 / MAX: 150.61. (CC) gcc options: -pthread

MKL-DNN DNNL

Harness: Convolution Batch conv_alexnet - Data Type: u8s8f32

OpenBenchmarking.orgms, Fewer Is BetterMKL-DNN DNNL 1.1Harness: Convolution Batch conv_alexnet - Data Type: u8s8f322 x Xeon Platinum 82802 x Xeon Platinum 8259CL2 x Xeon Gold 6226RXeon Platinum 82802 x Xeon Platinum 8275CL NUMA offXeon W-3275M2 x Xeon Gold 5220RXeon Gold 6226R2 x Xeon Silver 42162 x Xeon Platinum 8275CLXeon Gold 5220RXeon Gold 5218Xeon Silver 4216EPYC 2 7R3230060090012001500SE +/- 0.03, N = 3SE +/- 0.24, N = 3SE +/- 0.25, N = 3SE +/- 0.02, N = 3SE +/- 0.03, N = 3SE +/- 0.04, N = 3SE +/- 0.03, N = 3SE +/- 0.01, N = 3SE +/- 0.14, N = 3SE +/- 0.73, N = 3SE +/- 0.09, N = 3SE +/- 0.04, N = 3SE +/- 0.06, N = 3SE +/- 2.69, N = 319.8122.3826.5426.8430.6431.9935.9842.2255.3459.9066.7481.07105.831301.36MIN: 1286.291. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl

ArrayFire

Test: BLAS CPU

OpenBenchmarking.orgGFLOPS, More Is BetterArrayFire 3.7Test: BLAS CPU2 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8259CL2 x Xeon Gold 6226RXeon Platinum 82802 x Xeon Platinum 8280Xeon W-3275M2 x Xeon Gold 5220RXeon Gold 6226R2 x Xeon Silver 4216Xeon Gold 5220RXeon Gold 5218EPYC 2 7R32Xeon Silver 421614002800420056007000SE +/- 4.90, N = 3SE +/- 61.47, N = 3SE +/- 122.72, N = 12SE +/- 31.78, N = 3SE +/- 25.11, N = 3SE +/- 20.06, N = 3SE +/- 30.40, N = 3SE +/- 3.91, N = 3SE +/- 4.16, N = 3SE +/- 0.79, N = 3SE +/- 0.37, N = 3SE +/- 0.62, N = 3SE +/- 6.50, N = 3SE +/- 1.52, N = 36325.076259.015319.583912.303432.163430.283128.392359.132137.031497.751201.541002.09990.80765.491. (CXX) g++ options: -rdynamic

PHPBench

PHP Benchmark Suite

OpenBenchmarking.orgScore, More Is BetterPHPBench 0.8.1PHP Benchmark SuiteXeon W-3275M2 x Xeon Platinum 8280Xeon Platinum 82802 x Xeon Platinum 8275CL2 x Xeon Platinum 8275CL NUMA off2 x Xeon Gold 6226RXeon Gold 5218Xeon Gold 6226R2 x Xeon Gold 5220RXeon Gold 5220R2 x Xeon Platinum 8259CL2 x Xeon Silver 4216Xeon Silver 4216EPYC 2 7R32160K320K480K640K800KSE +/- 1014.34, N = 3SE +/- 884.68, N = 3SE +/- 425.09, N = 3SE +/- 144.16, N = 3SE +/- 312.21, N = 3SE +/- 164.78, N = 3SE +/- 786.96, N = 3SE +/- 752.01, N = 3SE +/- 914.97, N = 3SE +/- 862.18, N = 3SE +/- 961.65, N = 3SE +/- 200.00, N = 3SE +/- 1865.15, N = 3SE +/- 1283.26, N = 3734339649693649164640173639026632601632455632431631283629690573483519964515697500524

MKL-DNN DNNL

Harness: Convolution Batch conv_alexnet - Data Type: f32

OpenBenchmarking.orgms, Fewer Is BetterMKL-DNN DNNL 1.1Harness: Convolution Batch conv_alexnet - Data Type: f322 x Xeon Platinum 82802 x Xeon Platinum 8259CL2 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Gold 6226RXeon Platinum 8280EPYC 2 7R32Xeon W-3275M2 x Xeon Gold 5220RXeon Gold 6226R2 x Xeon Silver 4216Xeon Gold 5220RXeon Gold 5218Xeon Silver 421690180270360450SE +/- 0.08, N = 3SE +/- 0.23, N = 3SE +/- 0.79, N = 3SE +/- 0.88, N = 3SE +/- 0.03, N = 3SE +/- 0.06, N = 3SE +/- 1.13, N = 3SE +/- 0.11, N = 3SE +/- 0.04, N = 3SE +/- 0.05, N = 3SE +/- 0.04, N = 3SE +/- 0.16, N = 3SE +/- 0.11, N = 3SE +/- 0.95, N = 349.8456.6557.5179.1181.1494.1996.69108.57122.76155.37197.91244.75298.30395.44MIN: 74.84MIN: 79.72MIN: 93.73MIN: 93.63MIN: 102.46MIN: 121.68MIN: 154.79MIN: 195.97MIN: 242.31MIN: 297.84MIN: 390.561. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl

Renaissance

Test: Scala Dotty

OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.10.0Test: Scala DottyEPYC 2 7R32Xeon Platinum 82802 x Xeon Platinum 8275CL2 x Xeon Platinum 8280Xeon W-3275MXeon Gold 6226R2 x Xeon Platinum 8275CL NUMA off2 x Xeon Gold 6226R2 x Xeon Platinum 8259CL2 x Xeon Gold 5220RXeon Gold 5220RXeon Gold 52182 x Xeon Silver 4216Xeon Silver 42162K4K6K8K10KSE +/- 29.54, N = 5SE +/- 19.31, N = 5SE +/- 21.19, N = 5SE +/- 56.89, N = 13SE +/- 31.93, N = 5SE +/- 46.73, N = 5SE +/- 19.51, N = 5SE +/- 78.90, N = 5SE +/- 20.56, N = 5SE +/- 62.31, N = 5SE +/- 50.08, N = 5SE +/- 41.65, N = 5SE +/- 82.66, N = 9SE +/- 17.62, N = 56577.346664.256733.166890.616970.906999.507042.357231.017256.927414.627556.338286.128583.018634.69

OSPray

Demo: Magnetic Reconnection - Renderer: SciVis

OpenBenchmarking.orgFPS, More Is BetterOSPray 1.8.5Demo: Magnetic Reconnection - Renderer: SciVis2 x Xeon Platinum 82802 x Xeon Platinum 8259CL2 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Gold 5220R2 x Xeon Gold 6226RXeon Platinum 8280EPYC 2 7R32Xeon W-3275M2 x Xeon Silver 4216Xeon Gold 5220RXeon Gold 6226RXeon Gold 5218Xeon Silver 42161632486480SE +/- 0.00, N = 12SE +/- 0.00, N = 3SE +/- 0.00, N = 12SE +/- 0.88, N = 3SE +/- 0.00, N = 12SE +/- 0.00, N = 3SE +/- 0.60, N = 3SE +/- 0.27, N = 4SE +/- 0.00, N = 12SE +/- 0.16, N = 4SE +/- 0.00, N = 15SE +/- 0.08, N = 471.4362.5058.8250.8847.6245.4542.8740.0040.0032.5327.0325.4822.2217.94MIN: 15.87 / MAX: 76.92MIN: 18.52 / MAX: 66.67MIN: 52.63MIN: 16.95 / MAX: 55.56MIN: 16.67 / MAX: 50MIN: 20MIN: 38.46 / MAX: 43.48MIN: 38.46 / MAX: 41.67MIN: 37.04MIN: 14.93 / MAX: 33.33MIN: 24.39MIN: 24.39 / MAX: 25.64MIN: 21.28MIN: 16.95 / MAX: 18.18

MKL-DNN DNNL

Harness: IP Batch 1D - Data Type: bf16bf16bf16

OpenBenchmarking.orgms, Fewer Is BetterMKL-DNN DNNL 1.1Harness: IP Batch 1D - Data Type: bf16bf16bf162 x Xeon Gold 6226R2 x Xeon Platinum 82802 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8259CLXeon Platinum 8280Xeon W-3275M2 x Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 5220RXeon Gold 5220RXeon Gold 5218Xeon Silver 42163691215SE +/- 0.00482, N = 3SE +/- 0.01183, N = 3SE +/- 0.00386, N = 3SE +/- 0.00988, N = 3SE +/- 0.00431, N = 3SE +/- 0.00377, N = 3SE +/- 0.02664, N = 3SE +/- 0.01534, N = 3SE +/- 0.00265, N = 3SE +/- 0.02081, N = 3SE +/- 0.02077, N = 3SE +/- 0.00212, N = 3SE +/- 0.02765, N = 33.212813.659644.060414.103694.489184.831705.563045.565005.714395.727918.685908.8271010.90140MIN: 2.99MIN: 3.47MIN: 3.85MIN: 3.91MIN: 4.31MIN: 4.76MIN: 5.04MIN: 5.18MIN: 5.6MIN: 5.56MIN: 8.38MIN: 8.65MIN: 10.121. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl

Tungsten Renderer

Scene: Hair

OpenBenchmarking.orgSeconds, Fewer Is BetterTungsten Renderer 0.2.2Scene: HairEPYC 2 7R322 x Xeon Platinum 82802 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8259CL2 x Xeon Gold 6226R2 x Xeon Gold 5220RXeon Platinum 8280Xeon W-3275M2 x Xeon Silver 4216Xeon Gold 6226RXeon Gold 5220RXeon Gold 5218Xeon Silver 4216612182430SE +/- 0.05445, N = 3SE +/- 0.11249, N = 3SE +/- 0.03939, N = 3SE +/- 0.03608, N = 3SE +/- 0.05659, N = 3SE +/- 0.05690, N = 3SE +/- 0.03810, N = 3SE +/- 0.03914, N = 3SE +/- 0.05256, N = 3SE +/- 0.06619, N = 3SE +/- 0.06005, N = 3SE +/- 0.03525, N = 3SE +/- 0.02235, N = 3SE +/- 0.12220, N = 37.674557.827068.193378.290679.2621710.6653011.0726012.6863012.7104013.6031018.6129018.9840022.4866023.61290-march=znver1 -msse4a -mno-avx512f -mno-avx512vl -mno-avx512cd -mno-avx512dq -mno-avx512bw-mavx512f -mavx512vl -mavx512cd -mavx512dq -mavx512bw -mno-sse4a-mavx512f -mavx512vl -mavx512cd -mavx512dq -mavx512bw -mno-sse4a-mavx512f -mavx512vl -mavx512cd -mavx512dq -mavx512bw -mno-sse4a-mavx512f -mavx512vl -mavx512cd -mavx512dq -mavx512bw -mno-sse4a-mavx512f -mavx512vl -mavx512cd -mavx512dq -mavx512bw -mno-sse4a-mavx512f -mavx512vl -mavx512cd -mavx512dq -mavx512bw -mno-sse4a-mavx512f -mavx512vl -mavx512cd -mavx512dq -mavx512bw -mno-sse4a-mavx512f -mavx512vl -mavx512cd -mavx512dq -mavx512bw -mno-sse4a -ljpeg-mavx512f -mavx512vl -mavx512cd -mavx512dq -mavx512bw -mno-sse4a-mavx512f -mavx512vl -mavx512cd -mavx512dq -mavx512bw -mno-sse4a-mavx512f -mavx512vl -mavx512cd -mavx512dq -mavx512bw -mno-sse4a-mavx512f -mavx512vl -mavx512cd -mavx512dq -mavx512bw -mno-sse4a-mavx512f -mavx512vl -mavx512cd -mavx512dq -mavx512bw -mno-sse4a1. (CXX) g++ options: -std=c++0x -msse2 -msse3 -mssse3 -msse4.1 -msse4.2 -mfma -mbmi2 -mno-avx -mno-avx2 -mno-xop -mno-fma4 -mno-avx512pf -mno-avx512er -mno-avx512ifma -mno-avx512vbmi -fstrict-aliasing -O3 -rdynamic -lpthread -ldl

NAS Parallel Benchmarks

Test / Class: SP.B

OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: SP.B2 x Xeon Platinum 82802 x Xeon Platinum 8259CLEPYC 2 7R322 x Xeon Gold 5220R2 x Xeon Gold 6226R2 x Xeon Silver 4216Xeon Platinum 8280Xeon W-3275MXeon Gold 6226RXeon Gold 5220RXeon Gold 5218Xeon Silver 421615K30K45K60K75KSE +/- 115.61, N = 3SE +/- 77.17, N = 3SE +/- 520.84, N = 15SE +/- 31.12, N = 3SE +/- 190.70, N = 3SE +/- 157.62, N = 3SE +/- 151.80, N = 3SE +/- 146.25, N = 3SE +/- 23.98, N = 3SE +/- 54.67, N = 3SE +/- 13.76, N = 3SE +/- 57.24, N = 370893.4153978.9051225.1850932.8849232.2442220.9432682.1431426.5323859.7923346.5622329.3421149.681. (F9X) gfortran options: -O3 -march=native -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi2. 2 x Xeon Platinum 8280: Open MPI 4.0.3rc43. 2 x Xeon Platinum 8259CL: Open MPI 3.1.34. EPYC 2 7R32: Open MPI 3.1.35. 2 x Xeon Gold 5220R: Open MPI 4.0.3rc46. 2 x Xeon Gold 6226R: Open MPI 4.0.3rc47. 2 x Xeon Silver 4216: Open MPI 4.0.3rc48. Xeon Platinum 8280: Open MPI 4.0.3rc49. Xeon W-3275M: Open MPI 3.1.310. Xeon Gold 6226R: Open MPI 4.0.3rc411. Xeon Gold 5220R: Open MPI 4.0.3rc412. Xeon Gold 5218: Open MPI 4.0.3rc413. Xeon Silver 4216: Open MPI 4.0.3rc4

ArrayFire

Test: Conjugate Gradient CPU

OpenBenchmarking.orgms, Fewer Is BetterArrayFire 3.7Test: Conjugate Gradient CPUXeon Platinum 8280Xeon W-3275MXeon Gold 5220RXeon Gold 6226RXeon Gold 52182 x Xeon Gold 6226R2 x Xeon Platinum 8280Xeon Silver 42162 x Xeon Platinum 8259CL2 x Xeon Platinum 8275CL NUMA off2 x Xeon Gold 5220R2 x Xeon Platinum 8275CL2 x Xeon Silver 4216EPYC 2 7R32816243240SE +/- 0.067, N = 3SE +/- 0.075, N = 15SE +/- 0.094, N = 3SE +/- 0.026, N = 3SE +/- 0.069, N = 9SE +/- 0.072, N = 15SE +/- 0.086, N = 6SE +/- 0.047, N = 3SE +/- 0.091, N = 15SE +/- 0.272, N = 15SE +/- 0.099, N = 15SE +/- 0.220, N = 3SE +/- 0.372, N = 15SE +/- 0.217, N = 34.1154.4236.4096.4517.0427.1557.4817.8198.4309.6549.89813.22016.92035.1301. (CXX) g++ options: -rdynamic

dav1d

Video Input: Summer Nature 1080p

OpenBenchmarking.orgFPS, More Is Betterdav1d 0.6.0Video Input: Summer Nature 1080pEPYC 2 7R32Xeon W-3275M2 x Xeon Platinum 8259CL2 x Xeon Platinum 8275CL2 x Xeon Platinum 82802 x Xeon Platinum 8275CL NUMA off2 x Xeon Gold 6226RXeon Platinum 82802 x Xeon Gold 5220RXeon Gold 6226RXeon Gold 5220R2 x Xeon Silver 4216Xeon Gold 5218Xeon Silver 4216150300450600750SE +/- 2.19, N = 3SE +/- 2.32, N = 3SE +/- 3.67, N = 3SE +/- 4.96, N = 3SE +/- 3.74, N = 15SE +/- 3.42, N = 3SE +/- 1.84, N = 3SE +/- 0.52, N = 3SE +/- 3.79, N = 6SE +/- 0.97, N = 3SE +/- 2.31, N = 3SE +/- 4.57, N = 3SE +/- 1.26, N = 3SE +/- 1.97, N = 3676.16537.84431.76422.89409.88406.66358.62323.20321.84307.75274.98272.55265.46232.35MIN: 302.17 / MAX: 751.14MIN: 317.28 / MAX: 605.87MIN: 205.51 / MAX: 479.42MIN: 175.85 / MAX: 474MIN: 126.27 / MAX: 481.12MIN: 144.68 / MAX: 463.23MIN: 196.53 / MAX: 395.24MIN: 200.79 / MAX: 358.32MIN: 175.96 / MAX: 365.43MIN: 179.63 / MAX: 337.24MIN: 160.24 / MAX: 299.46MIN: 156.69 / MAX: 307.87MIN: 166.24 / MAX: 288.23MIN: 133.23 / MAX: 255.751. (CC) gcc options: -pthread

SVT-AV1

Encoder Mode: Enc Mode 8 - Input: 1080p

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 0.8Encoder Mode: Enc Mode 8 - Input: 1080p2 x Xeon Platinum 82802 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CLEPYC 2 7R32Xeon W-3275M2 x Xeon Platinum 8259CLXeon Platinum 82802 x Xeon Gold 6226R2 x Xeon Gold 5220R2 x Xeon Silver 4216Xeon Gold 6226RXeon Gold 5220RXeon Gold 5218Xeon Silver 42161326395265SE +/- 0.67, N = 3SE +/- 0.48, N = 3SE +/- 0.17, N = 3SE +/- 0.77, N = 3SE +/- 0.46, N = 3SE +/- 0.13, N = 3SE +/- 0.07, N = 3SE +/- 0.25, N = 3SE +/- 0.18, N = 3SE +/- 0.11, N = 3SE +/- 0.09, N = 3SE +/- 0.13, N = 3SE +/- 0.06, N = 3SE +/- 0.08, N = 356.9856.1255.3754.4753.8253.0451.9251.7149.2140.5534.6433.0927.1926.461. (CXX) g++ options: -fPIE -fPIC -pie

SMHasher

Hash: wyhash

OpenBenchmarking.orgMiB/sec, More Is BetterSMHasher 2020-02-29Hash: wyhashXeon W-3275M2 x Xeon Silver 4216Xeon Silver 42162 x Xeon Platinum 8259CLXeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CL6K12K18K24K30KSE +/- 105.54, N = 3SE +/- 4.76, N = 3SE +/- 0.31, N = 3SE +/- 6.86, N = 3SE +/- 5.65, N = 3SE +/- 4.48, N = 3SE +/- 4.81, N = 3SE +/- 4.38, N = 326298.7722011.2022004.0820225.1819429.8719424.1118775.9418770.151. (CXX) g++ options: -march=native -O3 -lpthread

SMHasher

Hash: wyhash

OpenBenchmarking.orgcycles/hash, Fewer Is BetterSMHasher 2020-02-29Hash: wyhashXeon W-3275M2 x Xeon Gold 5220RXeon Gold 5220RXeon Gold 52182 x Xeon Silver 4216Xeon Silver 42162 x Xeon Platinum 8280Xeon Platinum 82802 x Xeon Platinum 8259CL2 x Xeon Gold 6226RXeon Gold 6226R2 x Xeon Platinum 8275CL2 x Xeon Platinum 8275CL NUMA off612182430SE +/- 0.03, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 318.5118.8118.8219.8122.1322.1322.6822.6824.1525.1325.1326.0926.131. (CXX) g++ options: -march=native -O3 -lpthread

Scikit-Learn

OpenBenchmarking.orgSeconds, Fewer Is BetterScikit-Learn 0.22.1Xeon Platinum 82802 x Xeon Platinum 8280Xeon W-3275MXeon Gold 6226RXeon Gold 5220RXeon Gold 5218EPYC 2 7R322 x Xeon Gold 6226R2 x Xeon Gold 5220R2 x Xeon Platinum 8275CL2 x Xeon Platinum 8275CL NUMA offXeon Silver 42162 x Xeon Platinum 8259CL2 x Xeon Silver 42163691215SE +/- 0.042, N = 3SE +/- 0.122, N = 3SE +/- 0.035, N = 3SE +/- 0.029, N = 3SE +/- 0.034, N = 3SE +/- 0.041, N = 3SE +/- 0.037, N = 3SE +/- 0.055, N = 3SE +/- 0.024, N = 3SE +/- 0.052, N = 3SE +/- 0.032, N = 3SE +/- 0.028, N = 3SE +/- 0.039, N = 3SE +/- 0.035, N = 39.1279.3929.6619.92410.11210.28610.41910.44910.45811.06511.49012.03012.45912.549

DaCapo Benchmark

Java Test: Jython

OpenBenchmarking.orgmsec, Fewer Is BetterDaCapo Benchmark 9.12-MR1Java Test: JythonXeon W-3275MXeon Platinum 8280Xeon Gold 6226R2 x Xeon Platinum 8275CL2 x Xeon Platinum 82802 x Xeon Platinum 8275CL NUMA off2 x Xeon Gold 6226RXeon Gold 5220R2 x Xeon Gold 5220RXeon Gold 52182 x Xeon Platinum 8259CLEPYC 2 7R32Xeon Silver 42162 x Xeon Silver 421612002400360048006000SE +/- 10.08, N = 4SE +/- 15.39, N = 4SE +/- 11.58, N = 4SE +/- 21.20, N = 4SE +/- 19.30, N = 4SE +/- 14.64, N = 4SE +/- 35.02, N = 4SE +/- 23.48, N = 4SE +/- 26.49, N = 4SE +/- 56.00, N = 4SE +/- 10.59, N = 4SE +/- 10.79, N = 4SE +/- 36.99, N = 443214547460946854711475948064834487750965172524657685802

SVT-VP9

Tuning: Visual Quality Optimized - Input: Bosphorus 1080p

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-VP9 0.1Tuning: Visual Quality Optimized - Input: Bosphorus 1080pEPYC 2 7R32Xeon W-3275MXeon Platinum 82802 x Xeon Gold 6226R2 x Xeon Gold 5220R2 x Xeon Platinum 82802 x Xeon Platinum 8259CL2 x Xeon Platinum 8275CL NUMA offXeon Gold 5220RXeon Gold 6226R2 x Xeon Silver 42162 x Xeon Platinum 8275CLXeon Silver 4216Xeon Gold 521860120180240300SE +/- 2.49, N = 3SE +/- 0.97, N = 3SE +/- 3.65, N = 4SE +/- 3.77, N = 4SE +/- 2.14, N = 3SE +/- 2.89, N = 4SE +/- 8.04, N = 12SE +/- 8.25, N = 12SE +/- 1.23, N = 3SE +/- 3.10, N = 3SE +/- 1.51, N = 3SE +/- 5.20, N = 12SE +/- 2.39, N = 3SE +/- 1.79, N = 3291.17282.18265.40256.91237.57233.17229.91228.38224.01221.95206.42191.66173.18172.821. (CC) gcc options: -fPIE -fPIC -fvisibility=hidden -O3 -pie -rdynamic -lpthread -lrt -lm

NAS Parallel Benchmarks

Test / Class: MG.C

OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: MG.C2 x Xeon Platinum 82802 x Xeon Platinum 8259CL2 x Xeon Gold 5220R2 x Xeon Gold 6226R2 x Xeon Silver 4216EPYC 2 7R32Xeon Platinum 8280Xeon W-3275MXeon Gold 6226RXeon Gold 5220RXeon Gold 5218Xeon Silver 421615K30K45K60K75KSE +/- 860.82, N = 5SE +/- 304.73, N = 3SE +/- 464.43, N = 3SE +/- 193.70, N = 3SE +/- 151.51, N = 3SE +/- 796.48, N = 3SE +/- 129.93, N = 3SE +/- 40.04, N = 3SE +/- 27.89, N = 3SE +/- 114.95, N = 3SE +/- 36.97, N = 3SE +/- 69.19, N = 369175.1263393.3558984.1858681.4252832.4749330.1537089.0535376.1131633.6031197.2230328.6528301.131. (F9X) gfortran options: -O3 -march=native -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi2. 2 x Xeon Platinum 8280: Open MPI 4.0.3rc43. 2 x Xeon Platinum 8259CL: Open MPI 3.1.34. 2 x Xeon Gold 5220R: Open MPI 4.0.3rc45. 2 x Xeon Gold 6226R: Open MPI 4.0.3rc46. 2 x Xeon Silver 4216: Open MPI 4.0.3rc47. EPYC 2 7R32: Open MPI 3.1.38. Xeon Platinum 8280: Open MPI 4.0.3rc49. Xeon W-3275M: Open MPI 3.1.310. Xeon Gold 6226R: Open MPI 4.0.3rc411. Xeon Gold 5220R: Open MPI 4.0.3rc412. Xeon Gold 5218: Open MPI 4.0.3rc413. Xeon Silver 4216: Open MPI 4.0.3rc4

Intel Open Image Denoise

Scene: Memorial

OpenBenchmarking.orgImages / Sec, More Is BetterIntel Open Image Denoise 1.0.0Scene: Memorial2 x Xeon Platinum 82802 x Xeon Platinum 8259CL2 x Xeon Gold 6226RXeon Platinum 8280EPYC 2 7R322 x Xeon Gold 5220RXeon W-3275MXeon Gold 6226R2 x Xeon Silver 42162 x Xeon Platinum 8275CL NUMA offXeon Gold 5220RXeon Gold 52182 x Xeon Platinum 8275CLXeon Silver 4216816243240SE +/- 0.17, N = 3SE +/- 0.12, N = 3SE +/- 0.36, N = 3SE +/- 0.02, N = 3SE +/- 0.04, N = 3SE +/- 0.05, N = 3SE +/- 0.30, N = 3SE +/- 0.03, N = 3SE +/- 0.09, N = 3SE +/- 0.04, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.13, N = 3SE +/- 0.02, N = 334.4933.8933.0631.1028.7127.9727.3522.0120.4319.5518.4115.8015.0612.85

Nettle

Test: aes256

OpenBenchmarking.orgMbyte/s, More Is BetterNettle 3.5.1Test: aes256Xeon W-3275M2 x Xeon Platinum 8280Xeon Platinum 82802 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CLXeon Gold 5218Xeon Gold 6226R2 x Xeon Gold 5220R2 x Xeon Gold 6226RXeon Gold 5220R2 x Xeon Platinum 8259CL2 x Xeon Silver 4216Xeon Silver 4216EPYC 2 7R3215003000450060007500SE +/- 39.45, N = 3SE +/- 3.29, N = 3SE +/- 7.98, N = 3SE +/- 1.10, N = 3SE +/- 4.53, N = 3SE +/- 1.48, N = 3SE +/- 6.01, N = 3SE +/- 2.26, N = 3SE +/- 8.42, N = 3SE +/- 2.03, N = 3SE +/- 24.71, N = 3SE +/- 1.63, N = 3SE +/- 11.26, N = 3SE +/- 0.67, N = 37070.606320.006313.166184.206172.556164.796161.426159.216157.496133.915513.085061.605024.394665.33MIN: 4721.3 / MAX: 11806.11MIN: 4254.97 / MAX: 10469.4MIN: 4256.89 / MAX: 10467.36MIN: 4170.96 / MAX: 10241.48MIN: 4118.12 / MAX: 10228.73MIN: 4152.92 / MAX: 10208.98MIN: 4158.08 / MAX: 10213.08MIN: 4154.94 / MAX: 10200.04MIN: 4104.14 / MAX: 10212.45MIN: 4136.23 / MAX: 10160.8MIN: 3744.15 / MAX: 9173.02MIN: 3412.46 / MAX: 8379.01MIN: 3388.65 / MAX: 8334.48MIN: 3372.31 / MAX: 7239.741. (CC) gcc options: -O2 -ggdb3 -lnettle -lgmp -lm -lcrypto

NAS Parallel Benchmarks

Test / Class: EP.C

OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: EP.C2 x Xeon Platinum 82802 x Xeon Platinum 8259CL2 x Xeon Gold 6226R2 x Xeon Gold 5220REPYC 2 7R32Xeon Platinum 8280Xeon W-3275M2 x Xeon Silver 4216Xeon Gold 6226RXeon Gold 5220RXeon Gold 5218Xeon Silver 421613002600390052006500SE +/- 88.25, N = 3SE +/- 77.32, N = 3SE +/- 38.41, N = 3SE +/- 32.92, N = 3SE +/- 31.12, N = 3SE +/- 44.67, N = 3SE +/- 40.50, N = 3SE +/- 38.56, N = 4SE +/- 34.91, N = 3SE +/- 2.92, N = 3SE +/- 2.61, N = 3SE +/- 19.04, N = 56104.945052.634005.263768.663485.993194.183025.112984.022044.241863.151621.481545.501. (F9X) gfortran options: -O3 -march=native -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi2. 2 x Xeon Platinum 8280: Open MPI 4.0.3rc43. 2 x Xeon Platinum 8259CL: Open MPI 3.1.34. 2 x Xeon Gold 6226R: Open MPI 4.0.3rc45. 2 x Xeon Gold 5220R: Open MPI 4.0.3rc46. EPYC 2 7R32: Open MPI 3.1.37. Xeon Platinum 8280: Open MPI 4.0.3rc48. Xeon W-3275M: Open MPI 3.1.39. 2 x Xeon Silver 4216: Open MPI 4.0.3rc410. Xeon Gold 6226R: Open MPI 4.0.3rc411. Xeon Gold 5220R: Open MPI 4.0.3rc412. Xeon Gold 5218: Open MPI 4.0.3rc413. Xeon Silver 4216: Open MPI 4.0.3rc4

LAMMPS Molecular Dynamics Simulator

Model: Rhodopsin Protein

OpenBenchmarking.orgns/day, More Is BetterLAMMPS Molecular Dynamics Simulator 9Jan2020Model: Rhodopsin Protein2 x Xeon Platinum 82802 x Xeon Platinum 8259CL2 x Xeon Platinum 8275CL2 x Xeon Platinum 8275CL NUMA offEPYC 2 7R322 x Xeon Gold 6226R2 x Xeon Gold 5220RXeon Platinum 8280Xeon W-3275M2 x Xeon Silver 4216Xeon Gold 6226RXeon Gold 5220RXeon Gold 5218Xeon Silver 4216612182430SE +/- 0.251, N = 14SE +/- 0.332, N = 3SE +/- 0.155, N = 3SE +/- 0.178, N = 3SE +/- 0.372, N = 15SE +/- 0.055, N = 3SE +/- 0.046, N = 3SE +/- 0.192, N = 3SE +/- 0.127, N = 15SE +/- 0.014, N = 3SE +/- 0.024, N = 3SE +/- 0.018, N = 3SE +/- 0.006, N = 3SE +/- 0.021, N = 324.78822.53522.30120.98420.82118.15017.37815.31414.56214.16110.3259.5358.1587.810-lpng -lz-lpng -lz-lpng -lz-lpng -lz-ljpeg -lpng -lz-lpng -lz-lpng -lz-lpng -lz-lpng -lz-lpng -lz1. (CXX) g++ options: -O3 -rdynamic -lfftw3 -lm

MKL-DNN DNNL

Harness: Deconvolution Batch deconv_3d - Data Type: bf16bf16bf16

OpenBenchmarking.orgms, Fewer Is BetterMKL-DNN DNNL 1.1Harness: Deconvolution Batch deconv_3d - Data Type: bf16bf16bf162 x Xeon Platinum 82802 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8259CL2 x Xeon Gold 6226RXeon Platinum 8280Xeon W-3275M2 x Xeon Gold 5220R2 x Xeon Silver 4216Xeon Gold 6226RXeon Gold 5220RXeon Gold 5218Xeon Silver 4216510152025SE +/- 0.00369, N = 3SE +/- 0.00222, N = 3SE +/- 0.01549, N = 3SE +/- 0.00712, N = 3SE +/- 0.00159, N = 3SE +/- 0.00251, N = 3SE +/- 0.03985, N = 3SE +/- 0.01392, N = 3SE +/- 0.00821, N = 3SE +/- 0.00297, N = 3SE +/- 0.00134, N = 3SE +/- 0.05476, N = 3SE +/- 0.02388, N = 34.358174.360024.379524.871946.296477.696058.462739.4259110.9379012.3271016.8253021.4290021.47550MIN: 4.83MIN: 6.25MIN: 7.67MIN: 8.21MIN: 9.32MIN: 10.86MIN: 12.27MIN: 16.72MIN: 21.29MIN: 21.241. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl

MKL-DNN DNNL

Harness: Deconvolution Batch deconv_3d - Data Type: f32

OpenBenchmarking.orgms, Fewer Is BetterMKL-DNN DNNL 1.1Harness: Deconvolution Batch deconv_3d - Data Type: f322 x Xeon Platinum 82802 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8259CL2 x Xeon Gold 6226RXeon Platinum 8280EPYC 2 7R32Xeon W-3275M2 x Xeon Gold 5220RXeon Gold 6226R2 x Xeon Silver 4216Xeon Gold 5220RXeon Gold 5218Xeon Silver 4216246810SE +/- 0.00373, N = 3SE +/- 0.00132, N = 3SE +/- 0.00161, N = 3SE +/- 0.00118, N = 3SE +/- 0.00200, N = 3SE +/- 0.00032, N = 3SE +/- 0.00603, N = 3SE +/- 0.01801, N = 3SE +/- 0.00092, N = 3SE +/- 0.00634, N = 3SE +/- 0.00590, N = 3SE +/- 0.01927, N = 3SE +/- 0.01731, N = 3SE +/- 0.01443, N = 31.136081.172781.173851.266491.707491.962792.204712.275262.697003.130063.855124.889665.804207.63646MIN: 1.95MIN: 2.14MIN: 2.12MIN: 2.66MIN: 3.1MIN: 3.82MIN: 4.84MIN: 5.77MIN: 7.571. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl

CloverLeaf

Lagrangian-Eulerian Hydrodynamics

OpenBenchmarking.orgSeconds, Fewer Is BetterCloverLeafLagrangian-Eulerian HydrodynamicsEPYC 2 7R322 x Xeon Platinum 82802 x Xeon Platinum 8259CL2 x Xeon Gold 6226RXeon Platinum 82802 x Xeon Silver 42162 x Xeon Gold 5220RXeon W-3275MXeon Gold 6226RXeon Gold 5220RXeon Gold 5218Xeon Silver 42160.33530.67061.00591.34121.6765SE +/- 0.00, N = 3SE +/- 0.02, N = 15SE +/- 0.03, N = 15SE +/- 0.04, N = 15SE +/- 0.00, N = 3SE +/- 0.04, N = 15SE +/- 0.01, N = 3SE +/- 0.02, N = 15SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 30.360.690.780.930.961.001.061.141.271.281.371.491. (F9X) gfortran options: -O3 -march=native -funroll-loops -fopenmp

Nettle

Test: sha512

OpenBenchmarking.orgMbyte/s, More Is BetterNettle 3.5.1Test: sha512Xeon W-3275MXeon Platinum 82802 x Xeon Platinum 82802 x Xeon Platinum 8275CL NUMA offXeon Gold 52182 x Xeon Gold 6226R2 x Xeon Gold 5220RXeon Gold 6226R2 x Xeon Platinum 8275CLXeon Gold 5220REPYC 2 7R322 x Xeon Platinum 8259CL2 x Xeon Silver 4216Xeon Silver 4216120240360480600SE +/- 2.72, N = 3SE +/- 0.15, N = 3SE +/- 0.97, N = 3SE +/- 0.61, N = 3SE +/- 0.19, N = 3SE +/- 0.11, N = 3SE +/- 0.19, N = 3SE +/- 0.77, N = 3SE +/- 2.94, N = 3SE +/- 1.03, N = 3SE +/- 0.28, N = 3SE +/- 2.61, N = 3SE +/- 0.28, N = 3SE +/- 0.56, N = 3550.93501.98500.98490.26489.51489.42489.15488.81487.55485.86478.09437.62401.13399.991. (CC) gcc options: -O2 -ggdb3 -lnettle -lgmp -lm -lcrypto

Nettle

Test: chacha

OpenBenchmarking.orgMbyte/s, More Is BetterNettle 3.5.1Test: chachaXeon W-3275M2 x Xeon Platinum 8280Xeon Platinum 82802 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Gold 6226RXeon Gold 6226R2 x Xeon Gold 5220RXeon Gold 5218Xeon Gold 5220R2 x Xeon Platinum 8259CL2 x Xeon Silver 4216Xeon Silver 4216EPYC 2 7R3230060090012001500SE +/- 5.99, N = 3SE +/- 0.37, N = 3SE +/- 0.86, N = 3SE +/- 0.48, N = 3SE +/- 1.27, N = 3SE +/- 0.61, N = 3SE +/- 0.49, N = 3SE +/- 0.41, N = 3SE +/- 0.76, N = 3SE +/- 1.02, N = 3SE +/- 4.50, N = 3SE +/- 0.18, N = 3SE +/- 0.91, N = 3SE +/- 0.08, N = 31172.151051.941051.111027.591025.601025.381024.991024.981024.491020.09917.75841.65837.61750.36MIN: 567.45 / MAX: 3234.29MIN: 535.04 / MAX: 2870.94MIN: 532.77 / MAX: 2871.25MIN: 523.28 / MAX: 2803.78MIN: 515.88 / MAX: 2805.16MIN: 522.31 / MAX: 2798.89MIN: 521.91 / MAX: 2799.45MIN: 518.14 / MAX: 2797.53MIN: 507.67 / MAX: 2797.4MIN: 519.31 / MAX: 2788.96MIN: 461.99 / MAX: 2517.41MIN: 428.69 / MAX: 2296.48MIN: 423.28 / MAX: 2294.55MIN: 382.32 / MAX: 2047.211. (CC) gcc options: -O2 -ggdb3 -lnettle -lgmp -lm -lcrypto

Nettle

Test: poly1305-aes

OpenBenchmarking.orgMbyte/s, More Is BetterNettle 3.5.1Test: poly1305-aesXeon W-3275M2 x Xeon Platinum 8280Xeon Platinum 82802 x Xeon Platinum 8275CL NUMA offXeon Gold 52182 x Xeon Gold 6226R2 x Xeon Gold 5220RXeon Gold 6226R2 x Xeon Platinum 8275CLXeon Gold 5220R2 x Xeon Platinum 8259CL2 x Xeon Silver 4216Xeon Silver 4216EPYC 2 7R327001400210028003500SE +/- 24.77, N = 3SE +/- 1.10, N = 3SE +/- 0.87, N = 3SE +/- 1.01, N = 3SE +/- 0.60, N = 3SE +/- 0.50, N = 3SE +/- 0.92, N = 3SE +/- 2.79, N = 3SE +/- 17.33, N = 3SE +/- 5.86, N = 3SE +/- 15.23, N = 3SE +/- 1.74, N = 3SE +/- 3.38, N = 3SE +/- 0.71, N = 33207.982868.692867.482803.552798.562797.432797.222795.492785.992779.782497.862294.742291.692046.351. (CC) gcc options: -O2 -ggdb3 -lnettle -lgmp -lm -lcrypto

Phoronix Test Suite v10.8.4