Xeon & EPYC Tests

Various Server CPU benchmarks

Compare your own system(s) to this result file with the Phoronix Test Suite by running the command: phoronix-test-suite benchmark 2009224-VE-2009185VE48
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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
2 x Xeon Platinum 8259CL NUMA off
September 17 2020
  9 Hours, 36 Minutes
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  9 Hours, 50 Minutes

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Xeon & EPYC 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 Xeon Platinum 8259CL NUMA off2 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 -v- 2 x Xeon Platinum 8259CL 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 -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: 0x4002f01- 2 x Xeon Platinum 8259CL NUMA off: 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)- 2 x Xeon Platinum 8259CL NUMA off: 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 3.7.5- 2 x Xeon Platinum 8259CL NUMA off: 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 disabled- 2 x Xeon Platinum 8259CL 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 + srbds: Not affected + tsx_async_abort: Mitigation of TSX disabledOpenCL Details- Xeon W-3275M: GPU Compute Cores: 4352

2 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 Xeon Platinum 8259CL NUMA offLogarithmic Result OverviewPhoronix Test SuiteMKL-DNN DNNLArrayFireOSPrayHigh Performance Conjugate GradientLuxCoreRenderJohn The RipperEmbreeIntel MPI BenchmarksStockfishasmFishChaos Group V-RAYBlenderPostgreSQL pgbenchLAMMPS Molecular Dynamics SimulatorTimed Linux Kernel Compilationdav1dIntel Open Image DenoiseTimed LLVM CompilationSVT-AV1Timed MrBayes AnalysisTungsten RendererAppleseedBasis UniversalDeepSpeechBuild2SVT-VP9Timed GCC CompilationTimed GDB GNU Debugger CompilationMlpack BenchmarkPHPBenchNettleScikit-LearnPyBenchNumpy BenchmarklzbenchZstd CompressionRenaissanceHimeno BenchmarkRadiance BenchmarkDaCapo Benchmark

Xeon & EPYC Testsappleseed: Emilyappleseed: Disney Materialappleseed: Material Testerarrayfire: BLAS CPUarrayfire: Conjugate Gradient CPUasmfish: 1024 Hash Memory, 26 Depthbasis: ETC1Sbasis: UASTC Level 3blender: BMW27 - CPU-Onlyblender: Classroom - CPU-Onlyblender: Fishy Cat - CPU-Onlyblender: Barbershop - CPU-Onlyblender: Pabellon Barcelona - CPU-Onlybuild2: Time To Compilev-ray: CPUcloverleaf: Lagrangian-Eulerian Hydrodynamicsdacapobench: Jythondav1d: Summer Nature 4Kdav1d: Summer Nature 1080pdav1d: Chimera 1080p 10-bitdeepspeech: CPUembree: Pathtracer - Crownembree: Pathtracer ISPC - Crownembree: Pathtracer - Asian Dragonembree: Pathtracer - Asian Dragon Objembree: Pathtracer ISPC - Asian Dragonembree: Pathtracer ISPC - Asian Dragon Objhpcg: himeno: Poisson Pressure Solverintel-mpi: IMB-P2P PingPongoidn: Memorialjohn-the-ripper: Blowfishjohn-the-ripper: MD5lammps: Rhodopsin Proteinluxcorerender: DLSCluxcorerender: Rainbow Colors and Prismlzbench: Zstd 1 - Compressionlzbench: Zstd 1 - Decompressionlzbench: Zstd 8 - Compressionlzbench: Zstd 8 - Decompressionlzbench: Crush 0 - Compressionlzbench: Crush 0 - Decompressionlzbench: Brotli 2 - Compressionlzbench: Brotli 2 - Decompressionmkl-dnn: IP Batch 1D - f32mkl-dnn: IP Batch All - f32mkl-dnn: IP Batch All - u8s8f32mkl-dnn: IP Batch 1D - bf16bf16bf16mkl-dnn: Convolution Batch conv_all - f32mkl-dnn: Convolution Batch conv_3d - u8s8f32mkl-dnn: Deconvolution Batch deconv_1d - f32mkl-dnn: Deconvolution Batch deconv_3d - f32mkl-dnn: Convolution Batch conv_alexnet - f32mkl-dnn: Convolution Batch conv_all - u8s8f32mkl-dnn: Deconvolution Batch deconv_all - f32mkl-dnn: Deconvolution Batch deconv_1d - u8s8f32mkl-dnn: Deconvolution Batch deconv_3d - u8s8f32mkl-dnn: Convolution Batch conv_3d - bf16bf16bf16mkl-dnn: Convolution Batch conv_alexnet - u8s8f32mkl-dnn: Convolution Batch conv_all - bf16bf16bf16mkl-dnn: Convolution Batch conv_googlenet_v3 - f32mkl-dnn: Deconvolution Batch deconv_1d - bf16bf16bf16mkl-dnn: Deconvolution Batch deconv_3d - bf16bf16bf16mkl-dnn: Convolution Batch conv_alexnet - bf16bf16bf16mkl-dnn: Convolution Batch conv_googlenet_v3 - u8s8f32mkl-dnn: Deconvolution Batch deconv_all - bf16bf16bf16mkl-dnn: Convolution Batch conv_googlenet_v3 - bf16bf16bf16mlpack: scikit_icamlpack: scikit_qdamlpack: scikit_svmmlpack: scikit_linearridgeregressionnamd: ATPase Simulation - 327,506 Atomsnpb: BT.Cnpb: EP.Cnpb: EP.Dnpb: LU.Cnpb: MG.Cnpb: SP.Bnettle: aes256nettle: chachanettle: sha512nettle: poly1305-aesnumpy: ospray: San Miguel - SciVisospray: XFrog Forest - SciVisospray: San Miguel - Path Tracerospray: NASA Streamlines - SciVisospray: XFrog Forest - Path Tracerospray: Magnetic Reconnection - SciVisospray: NASA Streamlines - Path Tracerphpbench: PHP Benchmark Suitepgbench: Buffer Test - Normal Load - Read Onlypgbench: Buffer Test - Normal Load - Read Writepybench: Total For Average Test Timespyperformance: floatpyperformance: regex_compilepyperformance: python_startuppyperformance: django_templateradiance: Serialradiance: SMP Parallelrenaissance: Scala Dottyrenaissance: Apache Spark Bayesrenaissance: Savina Reactors.IOrenaissance: Apache Spark PageRankscikit-learn: smhasher: wyhashsmhasher: wyhashstockfish: Total Timesvt-av1: Enc Mode 4 - 1080psvt-av1: Enc Mode 8 - 1080psvt-vp9: Visual Quality Optimized - Bosphorus 1080pbuild-gcc: Time To Compilebuild-gdb: Time To Compilebuild-linux-kernel: Time To Compilebuild-llvm: Time To Compilemrbayes: Primate Phylogeny Analysistungsten: Hairtungsten: Water Causticcompress-zstd: Compressing ubuntu-16.04.3-server-i386.img, Compression Level 192 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 Xeon Platinum 8259CL NUMA off180.64579788.856634189.4596532359.139.8988550185154.55427.98160.67165.9698.24260.56208.3072.151402701.064877177.89321.8470.81125.1186329.515333.446935.875732.330143.098337.149825.63033404.69086119650424.33333327.9751324482100017.3784.444.464371147741101934191726132.2300910.63484.086055.72791999.5444896.412.126802.69700122.7612479.281278.250.5608903112.3615.217735.97783917.5254.81907.229759.42591712.20115.75423152.41187.16877.4142.6917.922.390.60333100761.293768.663780.59108883.4058984.1850932.886159.211024.975489.152797.22300.7343.487.193.9555.563.9847.6210.42631283598798.57132434227.724903110011316711.247.3746.918230.5617414.6193662.76726257.00824540.72010.45818.806742358295.30249.209237.571060.578146.43936.699286.782134.92811.072623.336710.449284.27974158.77238162.8603531201.546.4094321793956.01846.708113.30328.81175.95456.47404.7891.641218861.284834160.59274.9858.05126.0780116.051417.660419.610517.795723.604220.341813.35293398.39745510276849.52173918.412554725060009.5352.322.484441180761194984281766514.499858.907954.610548.685901948.779696.923.364324.88966244.7454826.711920.740.8437096072.5729.917366.73527839.95108.16113.142816.82531433.4728.45325695.58369.28768.1934.2417.822.251.1574550787.791863.151966.6156744.8731197.2223346.566133.911020.093485.862779.78313.7623.263.702.1428.572.0627.035.38629690383120.69050945518.593515111411416811.347.1749.923242.5157556.3293150.09622776.29521704.48510.11218.815381673264.28533.088224.011167.683151.90959.012430.426134.48318.984025.008010.355197.649505103.833099123.9791033432.164.1156876207551.44630.68969.80198.25110.67287.80246.3174.118347100.964547199.08323.2065.40118.0937726.280028.773032.247429.206138.310033.049014.90973510.20515916653864.76811631.1042864409000015.3143.794.1145712127712241014401816732.394516.795093.231214.83170765.7455919.941.462321.9627994.19372846.121113.540.3710363716.9814.078026.83913497.4742.07586.553747.69605637.37411.29002935.99166.98467.3630.4517.191.670.7070971842.343194.183283.3874255.6737089.0532682.146313.161051.111501.982867.48330.3338.466.253.52503.4642.879.49649164560887.76669653139.057777107610916411.246.2728.3612356664.2542674.17521975.12220621.2299.12722.678628913126.03051.917265.401063.705144.64340.898308.741128.84812.686322.01678.203154.98075268.618272193.442413430.287.48113383989652.69419.88538.79100.4766.39187.33129.0162.776643310.694711221.31409.8885.14122.2246845.612153.230457.487051.785368.424158.694528.85423514.60410631821690.55072534.4984084788000024.7887.197.154491168751124964281766231.639869.524663.110023.65964496.8163005.481.240291.1360849.84371517.44881.7830.3944551893.727.9291219.81431766.3523.17724.068474.35817320.0607.460501779.1586.539163.3538.3517.191.820.36226136046.536104.946284.65140090.3269175.1270893.416320.001051.936500.982868.69321.8269.5212.056.5390.916.6771.4318.18649693909916.49008624466.911227107310916411.245.9728.246226.0766890.6063228.63326764.94123588.3979.39222.6771197157957.03356.982233.171005.530142.69527.309221.515129.9867.8270621.58969.137328.139133182.557972179.7515051002.097.0423656181758.47355.209149.39433.42229.28589.07531.98101.716169811.375096136.86265.4655.88128.4069212.388214.416315.310413.852619.432116.768513.01383405.0358979066471.043478315.802140319126678.1581.741.884461184741195964301766554.756969.309594.838758.82712363.0011821.33.994885.80420298.3005840.261699.690.9767307189.0339.998581.070510255.2131.08816.548421.42901874.4734.60316721.02484.59468.7837.4117.982.461.5116848617.051621.481635.7848143.4930328.6522329.346164.791024.493489.512798.56315.1418.873.011.7523.261.6822.224.37632455322051.63118740894.896756110111416711.147.2747.844241.8978286.1233477.33127198.08023703.02910.28619.806324243323.33927.193172.821218.874156.29967.156501.218147.73422.486625.963511.122345.389961194.401843188.776756765.4917.8193508549667.46158.246149.02432.11229.71593.13531.39109.699171051.495768132.46232.3550.10135.9974412.431611.382715.279613.882715.591113.491811.88832823.5953648923779.550724612.852042418933337.8101.771.8836597364998823531465425.1665810.19305.5927510.90143129.9312300.35.310877.63646395.4416241.162201.041.273757457.8640.0192105.82610258.0171.42816.551621.47551875.2345.05026721.54484.89581.3640.7520.892.971.5172146389.791545.501571.4946723.0128301.1321149.685024.39837.612399.992291.69272.1214.712.341.4018.181.3117.943.41515697313376.77991740373.304894134213720415.457.5909.318299.7398634.6913588.69222798.38225271.43312.03022.13122004.08311745763.30926.460173.181398.020177.77271.770531.152193.46623.612928.897911.430276.768654155.228014156.6056142137.036.4514461492554.79044.943111.82321.53173.95453.22400.9688.977220741.274609170.07307.7562.32119.7871715.994316.809919.347217.422322.459819.322813.95813401.15713510620968.60869522.0127126258300010.3252.352.514451182741193954291766534.413668.842334.538215.714391227.079374.602.231263.13006155.3684478.93983.9130.5286325864.2622.424342.22025709.1769.14319.9036212.32711042.3417.97353966.73269.99161.8231.9617.921.931.1358656576.122044.242094.5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.8125.77224.490394.87194399.2988.747941904.28106.89358.4842.8818.762.300.44551104107.995052.635310.16120961.9163393.3553978.905513.08917.750437.622497.86310.4062.510.425.5876.925.7162.515.625573483795715.3113554009.405331125212320011.364.2841.647258.3437256.9203495.61228107.03625275.15912.45924.15120225.181035138535.95553.040229.911012.035129.68927.581232.053139.7509.2621724.54379.949163.70723273.216224197.2937745650.717.60410507060658.28023.14748.00124.6779.22211.37157.9969.195530510.635161212.99400.2488.66135.0510038.103346.418446.908442.494659.050250.864816.51713130.85871332444647.43478333.1070955660833321.8875.865.52407103271966863961595431.537296.658422.781934.46440461.9353548.601.225891.2639555.35651734.20743.6950.3614142252.679.1875119.37232198.1825.06724.465234.85689399.3087.636511904.45106.71457.6941.2919.622.420.4542284766.145059.025284.3494642.9943490.1538493.575523.31917.505438.232516.87293.5361.5810.325.5476.925.7162.515.54574348790827.5724643168.732081125312320022.664.1841.323255.5887566.3423813.74628251.82825636.69412.95424.15420231.581041066765.99652.314229.531073.762146.43529.276244.940141.8989.0907324.779210.294OpenBenchmarking.org

Appleseed

Appleseed is an open-source production renderer focused on physically-based global illumination rendering engine primarily designed for animation and visual effects. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterAppleseed 2.0 BetaScene: EmilyXeon W-3275MXeon Silver 4216Xeon Platinum 8280Xeon Gold 6226RXeon Gold 5220RXeon Gold 5218EPYC 2 7R322 x Xeon Silver 42162 x Xeon Platinum 82802 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Gold 6226R2 x Xeon Gold 5220R80160240320400196.93345.39197.65276.77284.28328.14147.69222.97154.98152.09152.90163.71161.85177.66180.65

OpenBenchmarking.orgSeconds, Fewer Is BetterAppleseed 2.0 BetaScene: Disney MaterialXeon W-3275MXeon Silver 4216Xeon Platinum 8280Xeon Gold 6226RXeon Gold 5220RXeon Gold 5218EPYC 2 7R322 x Xeon Silver 42162 x Xeon Platinum 82802 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Gold 6226R2 x Xeon Gold 5220R4080120160200106.64194.40103.83155.23158.77182.5662.43107.5068.6268.2068.6173.2273.5884.8488.86

OpenBenchmarking.orgSeconds, Fewer Is BetterAppleseed 2.0 BetaScene: Material TesterXeon W-3275MXeon Silver 4216Xeon Platinum 8280Xeon Gold 6226RXeon Gold 5220RXeon Gold 5218EPYC 2 7R322 x Xeon Silver 42162 x Xeon Platinum 82802 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Gold 6226R2 x Xeon Gold 5220R4080120160200124.15188.78123.98156.61162.86179.75175.19197.74193.44194.85189.30197.29185.23185.36189.46

ArrayFire

ArrayFire is an GPU and CPU numeric processing library, this test uses the built-in CPU and OpenCL ArrayFire benchmarks. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgGFLOPS, More Is BetterArrayFire 3.7Test: BLAS CPUXeon W-3275MXeon Silver 4216Xeon Platinum 8280Xeon Gold 6226RXeon Gold 5220RXeon Gold 5218EPYC 2 7R322 x Xeon Silver 42162 x Xeon Platinum 82802 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Gold 6226R2 x Xeon Gold 5220R14002800420056007000SE +/- 30.40, N = 3SE +/- 1.52, N = 3SE +/- 25.11, N = 3SE +/- 4.16, N = 3SE +/- 0.37, N = 3SE +/- 0.62, N = 3SE +/- 6.50, N = 3SE +/- 0.79, N = 3SE +/- 20.06, N = 3SE +/- 4.90, N = 3SE +/- 61.47, N = 3SE +/- 14.66, N = 3SE +/- 122.72, N = 12SE +/- 31.78, N = 3SE +/- 3.91, N = 33128.39765.493432.162137.031201.541002.09990.801497.753430.286325.076259.015650.715319.583912.302359.131. (CXX) g++ options: -rdynamic
OpenBenchmarking.orgGFLOPS, More Is BetterArrayFire 3.7Test: BLAS CPUXeon W-3275MXeon Silver 4216Xeon Platinum 8280Xeon Gold 6226RXeon Gold 5220RXeon Gold 5218EPYC 2 7R322 x Xeon Silver 42162 x Xeon Platinum 82802 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Gold 6226R2 x Xeon Gold 5220R11002200330044005500Min: 3086.09 / Avg: 3128.39 / Max: 3187.37Min: 763.23 / Avg: 765.49 / Max: 768.38Min: 3385.97 / Avg: 3432.16 / Max: 3472.32Min: 2129.01 / Avg: 2137.03 / Max: 2142.94Min: 1200.98 / Avg: 1201.54 / Max: 1202.24Min: 1001.43 / Avg: 1002.09 / Max: 1003.32Min: 983.21 / Avg: 990.8 / Max: 1003.73Min: 1496.17 / Avg: 1497.75 / Max: 1498.69Min: 3391.32 / Avg: 3430.28 / Max: 3458.08Min: 6318.16 / Avg: 6325.07 / Max: 6334.54Min: 6136.22 / Avg: 6259.01 / Max: 6325.81Min: 5621.56 / Avg: 5650.71 / Max: 5668.03Min: 4200.7 / Avg: 5319.58 / Max: 5698.07Min: 3849.99 / Avg: 3912.3 / Max: 3954.29Min: 2351.37 / Avg: 2359.13 / Max: 2363.881. (CXX) g++ options: -rdynamic

OpenBenchmarking.orgms, Fewer Is BetterArrayFire 3.7Test: Conjugate Gradient CPUXeon W-3275MXeon Silver 4216Xeon Platinum 8280Xeon Gold 6226RXeon Gold 5220RXeon Gold 5218EPYC 2 7R322 x Xeon Silver 42162 x Xeon Platinum 82802 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Gold 6226R2 x Xeon Gold 5220R816243240SE +/- 0.075, N = 15SE +/- 0.047, N = 3SE +/- 0.067, N = 3SE +/- 0.026, N = 3SE +/- 0.094, N = 3SE +/- 0.069, N = 9SE +/- 0.217, N = 3SE +/- 0.372, N = 15SE +/- 0.086, N = 6SE +/- 0.272, N = 15SE +/- 0.220, N = 3SE +/- 0.243, N = 15SE +/- 0.091, N = 15SE +/- 0.072, N = 15SE +/- 0.099, N = 154.4237.8194.1156.4516.4097.04235.13016.9207.4819.65413.2207.6048.4307.1559.8981. (CXX) g++ options: -rdynamic
OpenBenchmarking.orgms, Fewer Is BetterArrayFire 3.7Test: Conjugate Gradient CPUXeon W-3275MXeon Silver 4216Xeon Platinum 8280Xeon Gold 6226RXeon Gold 5220RXeon Gold 5218EPYC 2 7R322 x Xeon Silver 42162 x Xeon Platinum 82802 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Gold 6226R2 x Xeon Gold 5220R816243240Min: 4.12 / Avg: 4.42 / Max: 5.06Min: 7.73 / Avg: 7.82 / Max: 7.87Min: 4 / Avg: 4.12 / Max: 4.23Min: 6.42 / Avg: 6.45 / Max: 6.5Min: 6.29 / Avg: 6.41 / Max: 6.59Min: 6.91 / Avg: 7.04 / Max: 7.56Min: 34.75 / Avg: 35.13 / Max: 35.5Min: 13.72 / Avg: 16.92 / Max: 18.32Min: 7.21 / Avg: 7.48 / Max: 7.81Min: 7.39 / Avg: 9.65 / Max: 11.48Min: 12.78 / Avg: 13.22 / Max: 13.45Min: 6.16 / Avg: 7.6 / Max: 9.11Min: 7.73 / Avg: 8.43 / Max: 9.1Min: 6.54 / Avg: 7.16 / Max: 7.52Min: 9.29 / Avg: 9.9 / Max: 10.811. (CXX) g++ options: -rdynamic

asmFish

This is a test of asmFish, an advanced chess benchmark written in Assembly. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgNodes/second, More Is BetterasmFish 2018-07-231024 Hash Memory, 26 DepthXeon W-3275MXeon Silver 4216Xeon Platinum 8280Xeon Gold 6226RXeon Gold 5220RXeon Gold 5218EPYC 2 7R322 x Xeon Silver 42162 x Xeon Platinum 82802 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Gold 6226R2 x Xeon Gold 5220R30M60M90M120M150MSE +/- 845752.34, N = 4SE +/- 274506.10, N = 3SE +/- 450047.19, N = 3SE +/- 606619.65, N = 3SE +/- 375245.33, N = 3SE +/- 274137.19, N = 3SE +/- 617926.69, N = 3SE +/- 49212.27, N = 3SE +/- 491864.96, N = 3SE +/- 669620.24, N = 3SE +/- 1547569.18, N = 3SE +/- 1538634.72, N = 3SE +/- 1707658.59, N = 3SE +/- 983078.22, N = 3SE +/- 107032.55, N = 3662256413508549668762075446149254321793936561817113278977668958101338398961030339551195499011050706061199123578389451485501851
OpenBenchmarking.orgNodes/second, More Is BetterasmFish 2018-07-231024 Hash Memory, 26 DepthXeon W-3275MXeon Silver 4216Xeon Platinum 8280Xeon Gold 6226RXeon Gold 5220RXeon Gold 5218EPYC 2 7R322 x Xeon Silver 42162 x Xeon Platinum 82802 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Gold 6226R2 x Xeon Gold 5220R20M40M60M80M100MMin: 65037473 / Avg: 66225640.5 / Max: 68735170Min: 34590907 / Avg: 35085496.33 / Max: 35539181Min: 68208775 / Avg: 68762075.33 / Max: 69653560Min: 43508527 / Avg: 44614925 / Max: 45599256Min: 42571031 / Avg: 43217939.33 / Max: 43870877Min: 36074679 / Avg: 36561816.67 / Max: 37023276Min: 112084673 / Avg: 113278976.67 / Max: 114151318Min: 66834317 / Avg: 66895810 / Max: 66993111Min: 132859090 / Avg: 133839896.33 / Max: 134395932Min: 101733590 / Avg: 103033955.33 / Max: 103961557Min: 116459748 / Avg: 119549901 / Max: 121247053Min: 103400303 / Avg: 105070606 / Max: 108144006Min: 117343840 / Avg: 119912357 / Max: 123146060Min: 82633664 / Avg: 83894513.67 / Max: 85831469Min: 85309500 / Avg: 85501851 / Max: 85679382

Basis Universal

Basis Universal is a GPU texture codoec. This test times how long it takes to convert sRGB PNGs into Basis Univeral assets with various settings. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterBasis Universal 1.12Settings: ETC1SXeon W-3275MXeon Silver 4216Xeon Platinum 8280Xeon Gold 6226RXeon Gold 5220RXeon Gold 5218EPYC 2 7R322 x Xeon Silver 42162 x Xeon Platinum 82802 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Gold 6226R2 x Xeon Gold 5220R1530456075SE +/- 0.48, N = 3SE +/- 0.08, N = 3SE +/- 0.12, N = 3SE +/- 0.05, N = 3SE +/- 0.23, N = 3SE +/- 0.31, N = 3SE +/- 0.03, N = 3SE +/- 0.14, N = 3SE +/- 0.11, N = 3SE +/- 0.04, N = 3SE +/- 0.15, N = 3SE +/- 0.06, N = 3SE +/- 0.09, N = 3SE +/- 0.18, N = 3SE +/- 0.21, N = 347.6567.4651.4554.7956.0258.4754.3165.6452.6953.1452.6158.2857.8354.9554.551. (CXX) g++ options: -std=c++11 -fvisibility=hidden -fPIC -fno-strict-aliasing -O3 -rdynamic -lm -lpthread
OpenBenchmarking.orgSeconds, Fewer Is BetterBasis Universal 1.12Settings: ETC1SXeon W-3275MXeon Silver 4216Xeon Platinum 8280Xeon Gold 6226RXeon Gold 5220RXeon Gold 5218EPYC 2 7R322 x Xeon Silver 42162 x Xeon Platinum 82802 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Gold 6226R2 x Xeon Gold 5220R1326395265Min: 46.99 / Avg: 47.65 / Max: 48.58Min: 67.35 / Avg: 67.46 / Max: 67.61Min: 51.21 / Avg: 51.45 / Max: 51.59Min: 54.7 / Avg: 54.79 / Max: 54.84Min: 55.56 / Avg: 56.02 / Max: 56.31Min: 57.88 / Avg: 58.47 / Max: 58.91Min: 54.26 / Avg: 54.31 / Max: 54.35Min: 65.37 / Avg: 65.64 / Max: 65.84Min: 52.5 / Avg: 52.69 / Max: 52.88Min: 53.07 / Avg: 53.13 / Max: 53.2Min: 52.31 / Avg: 52.61 / Max: 52.81Min: 58.22 / Avg: 58.28 / Max: 58.4Min: 57.65 / Avg: 57.83 / Max: 57.92Min: 54.6 / Avg: 54.95 / Max: 55.21Min: 54.25 / Avg: 54.55 / Max: 54.951. (CXX) g++ options: -std=c++11 -fvisibility=hidden -fPIC -fno-strict-aliasing -O3 -rdynamic -lm -lpthread

OpenBenchmarking.orgSeconds, Fewer Is BetterBasis Universal 1.12Settings: UASTC Level 3Xeon W-3275MXeon Silver 4216Xeon Platinum 8280Xeon Gold 6226RXeon Gold 5220RXeon Gold 5218EPYC 2 7R322 x Xeon Silver 42162 x Xeon Platinum 82802 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Gold 6226R2 x Xeon Gold 5220R1326395265SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.03, N = 3SE +/- 0.06, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.00, N = 3SE +/- 0.18, N = 3SE +/- 0.02, N = 3SE +/- 0.08, N = 3SE +/- 0.05, N = 3SE +/- 0.02, N = 330.6358.2530.6944.9446.7155.2119.1934.6319.8920.9921.0623.1523.0927.2327.981. (CXX) g++ options: -std=c++11 -fvisibility=hidden -fPIC -fno-strict-aliasing -O3 -rdynamic -lm -lpthread
OpenBenchmarking.orgSeconds, Fewer Is BetterBasis Universal 1.12Settings: UASTC Level 3Xeon W-3275MXeon Silver 4216Xeon Platinum 8280Xeon Gold 6226RXeon Gold 5220RXeon Gold 5218EPYC 2 7R322 x Xeon Silver 42162 x Xeon Platinum 82802 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Gold 6226R2 x Xeon Gold 5220R1224364860Min: 30.62 / Avg: 30.63 / Max: 30.65Min: 58.22 / Avg: 58.25 / Max: 58.27Min: 30.67 / Avg: 30.69 / Max: 30.71Min: 44.91 / Avg: 44.94 / Max: 44.98Min: 46.7 / Avg: 46.71 / Max: 46.72Min: 55.18 / Avg: 55.21 / Max: 55.27Min: 19.13 / Avg: 19.19 / Max: 19.31Min: 34.62 / Avg: 34.63 / Max: 34.65Min: 19.85 / Avg: 19.89 / Max: 19.91Min: 20.99 / Avg: 20.99 / Max: 21Min: 20.77 / Avg: 21.06 / Max: 21.38Min: 23.12 / Avg: 23.15 / Max: 23.18Min: 22.95 / Avg: 23.09 / Max: 23.24Min: 27.13 / Avg: 27.23 / Max: 27.29Min: 27.94 / Avg: 27.98 / Max: 28.031. (CXX) g++ options: -std=c++11 -fvisibility=hidden -fPIC -fno-strict-aliasing -O3 -rdynamic -lm -lpthread

Blender

Blender is an open-source 3D creation software project. This test is of Blender's Cycles benchmark with various sample files. GPU computing via OpenCL or CUDA is supported. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.82Blend File: BMW27 - Compute: CPU-OnlyXeon W-3275MXeon Silver 4216Xeon Platinum 8280Xeon Gold 6226RXeon Gold 5220RXeon Gold 5218EPYC 2 7R322 x Xeon Silver 42162 x Xeon Platinum 82802 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Gold 6226R2 x Xeon Gold 5220R306090120150SE +/- 0.12, N = 3SE +/- 0.29, N = 3SE +/- 0.09, N = 3SE +/- 0.17, N = 3SE +/- 0.23, N = 3SE +/- 0.28, N = 3SE +/- 0.10, N = 3SE +/- 0.15, N = 3SE +/- 0.09, N = 3SE +/- 0.08, N = 3SE +/- 0.14, N = 3SE +/- 0.05, N = 3SE +/- 0.11, N = 3SE +/- 0.04, N = 3SE +/- 0.13, N = 374.96149.0269.80111.82113.30149.3941.7678.7238.7941.7241.6848.0047.6359.4560.67
OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.82Blend File: BMW27 - Compute: CPU-OnlyXeon W-3275MXeon Silver 4216Xeon Platinum 8280Xeon Gold 6226RXeon Gold 5220RXeon Gold 5218EPYC 2 7R322 x Xeon Silver 42162 x Xeon Platinum 82802 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Gold 6226R2 x Xeon Gold 5220R306090120150Min: 74.78 / Avg: 74.96 / Max: 75.19Min: 148.71 / Avg: 149.02 / Max: 149.61Min: 69.64 / Avg: 69.8 / Max: 69.96Min: 111.51 / Avg: 111.82 / Max: 112.11Min: 112.98 / Avg: 113.3 / Max: 113.74Min: 148.85 / Avg: 149.39 / Max: 149.82Min: 41.6 / Avg: 41.76 / Max: 41.93Min: 78.43 / Avg: 78.72 / Max: 78.87Min: 38.65 / Avg: 38.79 / Max: 38.96Min: 41.57 / Avg: 41.72 / Max: 41.81Min: 41.52 / Avg: 41.68 / Max: 41.95Min: 47.94 / Avg: 48 / Max: 48.1Min: 47.42 / Avg: 47.63 / Max: 47.8Min: 59.38 / Avg: 59.45 / Max: 59.53Min: 60.42 / Avg: 60.67 / Max: 60.86

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.82Blend File: Classroom - Compute: CPU-OnlyXeon W-3275MXeon Silver 4216Xeon Platinum 8280Xeon Gold 6226RXeon Gold 5220RXeon Gold 5218EPYC 2 7R322 x Xeon Silver 42162 x Xeon Platinum 82802 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Gold 6226R2 x Xeon Gold 5220R90180270360450SE +/- 0.32, N = 3SE +/- 0.20, N = 3SE +/- 0.36, N = 3SE +/- 0.16, N = 3SE +/- 0.39, N = 3SE +/- 0.29, N = 3SE +/- 0.40, N = 3SE +/- 0.19, N = 3SE +/- 0.26, N = 3SE +/- 0.29, N = 3SE +/- 0.11, N = 3SE +/- 0.17, N = 3SE +/- 0.06, N = 3SE +/- 0.52, N = 3SE +/- 0.18, N = 3213.36432.11198.25321.53328.81433.42101.34218.06100.47108.94108.97124.67124.59163.32165.96
OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.82Blend File: Classroom - Compute: CPU-OnlyXeon W-3275MXeon Silver 4216Xeon Platinum 8280Xeon Gold 6226RXeon Gold 5220RXeon Gold 5218EPYC 2 7R322 x Xeon Silver 42162 x Xeon Platinum 82802 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Gold 6226R2 x Xeon Gold 5220R80160240320400Min: 212.88 / Avg: 213.36 / Max: 213.97Min: 431.84 / Avg: 432.11 / Max: 432.51Min: 197.81 / Avg: 198.25 / Max: 198.96Min: 321.25 / Avg: 321.53 / Max: 321.79Min: 328.21 / Avg: 328.81 / Max: 329.54Min: 433.1 / Avg: 433.42 / Max: 433.99Min: 100.56 / Avg: 101.34 / Max: 101.89Min: 217.79 / Avg: 218.06 / Max: 218.43Min: 99.99 / Avg: 100.47 / Max: 100.86Min: 108.61 / Avg: 108.94 / Max: 109.52Min: 108.85 / Avg: 108.97 / Max: 109.2Min: 124.44 / Avg: 124.67 / Max: 125.01Min: 124.52 / Avg: 124.59 / Max: 124.7Min: 162.78 / Avg: 163.32 / Max: 164.35Min: 165.68 / Avg: 165.96 / Max: 166.31

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.82Blend File: Fishy Cat - Compute: CPU-OnlyXeon W-3275MXeon Silver 4216Xeon Platinum 8280Xeon Gold 6226RXeon Gold 5220RXeon Gold 5218EPYC 2 7R322 x Xeon Silver 42162 x Xeon Platinum 82802 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Gold 6226R2 x Xeon Gold 5220R50100150200250SE +/- 0.05, N = 3SE +/- 0.07, N = 3SE +/- 0.16, N = 3SE +/- 0.05, N = 3SE +/- 0.11, N = 3SE +/- 0.05, N = 3SE +/- 0.05, N = 3SE +/- 0.19, N = 3SE +/- 0.03, N = 3SE +/- 0.13, N = 3SE +/- 0.05, N = 3SE +/- 0.14, N = 3SE +/- 0.11, N = 3SE +/- 0.20, N = 3SE +/- 0.06, N = 3118.09229.71110.67173.95175.95229.2865.67125.3566.3970.0469.9379.2279.0096.4198.24
OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.82Blend File: Fishy Cat - Compute: CPU-OnlyXeon W-3275MXeon Silver 4216Xeon Platinum 8280Xeon Gold 6226RXeon Gold 5220RXeon Gold 5218EPYC 2 7R322 x Xeon Silver 42162 x Xeon Platinum 82802 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Gold 6226R2 x Xeon Gold 5220R4080120160200Min: 118 / Avg: 118.09 / Max: 118.18Min: 229.6 / Avg: 229.71 / Max: 229.85Min: 110.36 / Avg: 110.67 / Max: 110.9Min: 173.9 / Avg: 173.95 / Max: 174.04Min: 175.74 / Avg: 175.95 / Max: 176.1Min: 229.2 / Avg: 229.28 / Max: 229.38Min: 65.57 / Avg: 65.67 / Max: 65.75Min: 125.12 / Avg: 125.35 / Max: 125.72Min: 66.35 / Avg: 66.39 / Max: 66.46Min: 69.79 / Avg: 70.04 / Max: 70.21Min: 69.84 / Avg: 69.93 / Max: 70Min: 78.97 / Avg: 79.22 / Max: 79.46Min: 78.87 / Avg: 79 / Max: 79.22Min: 96.04 / Avg: 96.41 / Max: 96.73Min: 98.14 / Avg: 98.24 / Max: 98.36

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.82Blend File: Barbershop - Compute: CPU-OnlyXeon W-3275MXeon Silver 4216Xeon Platinum 8280Xeon Gold 6226RXeon Gold 5220RXeon Gold 5218EPYC 2 7R322 x Xeon Silver 42162 x Xeon Platinum 82802 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Gold 6226R2 x Xeon Gold 5220R130260390520650SE +/- 0.22, N = 3SE +/- 0.17, N = 3SE +/- 0.20, N = 3SE +/- 0.44, N = 3SE +/- 0.20, N = 3SE +/- 0.20, N = 3SE +/- 0.49, N = 3SE +/- 0.10, N = 3SE +/- 0.40, N = 3SE +/- 0.12, N = 3SE +/- 0.15, N = 3SE +/- 0.10, N = 3SE +/- 0.16, N = 3SE +/- 0.25, N = 3SE +/- 0.30, N = 3304.79593.13287.80453.22456.47589.07177.79333.40187.33190.01189.55211.37211.33257.01260.56
OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.82Blend File: Barbershop - Compute: CPU-OnlyXeon W-3275MXeon Silver 4216Xeon Platinum 8280Xeon Gold 6226RXeon Gold 5220RXeon Gold 5218EPYC 2 7R322 x Xeon Silver 42162 x Xeon Platinum 82802 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Gold 6226R2 x Xeon Gold 5220R100200300400500Min: 304.34 / Avg: 304.79 / Max: 305.02Min: 592.89 / Avg: 593.13 / Max: 593.46Min: 287.51 / Avg: 287.8 / Max: 288.18Min: 452.47 / Avg: 453.22 / Max: 453.99Min: 456.18 / Avg: 456.47 / Max: 456.85Min: 588.68 / Avg: 589.07 / Max: 589.31Min: 177 / Avg: 177.79 / Max: 178.69Min: 333.2 / Avg: 333.4 / Max: 333.55Min: 186.86 / Avg: 187.33 / Max: 188.13Min: 189.78 / Avg: 190.01 / Max: 190.18Min: 189.32 / Avg: 189.55 / Max: 189.84Min: 211.2 / Avg: 211.37 / Max: 211.53Min: 211.05 / Avg: 211.33 / Max: 211.62Min: 256.69 / Avg: 257.01 / Max: 257.5Min: 259.97 / Avg: 260.56 / Max: 260.9

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.82Blend File: Pabellon Barcelona - Compute: CPU-OnlyXeon W-3275MXeon Silver 4216Xeon Platinum 8280Xeon Gold 6226RXeon Gold 5220RXeon Gold 5218EPYC 2 7R322 x Xeon Silver 42162 x Xeon Platinum 82802 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Gold 6226R2 x Xeon Gold 5220R120240360480600SE +/- 0.73, N = 3SE +/- 0.46, N = 3SE +/- 0.05, N = 3SE +/- 0.22, N = 3SE +/- 0.03, N = 3SE +/- 0.31, N = 3SE +/- 0.51, N = 3SE +/- 0.50, N = 3SE +/- 0.26, N = 3SE +/- 0.11, N = 3SE +/- 0.15, N = 3SE +/- 0.13, N = 3SE +/- 0.05, N = 3SE +/- 0.09, N = 3SE +/- 0.10, N = 3265.41531.39246.31400.96404.78531.98132.04272.72129.01139.00139.11157.99158.13207.41208.30
OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.82Blend File: Pabellon Barcelona - Compute: CPU-OnlyXeon W-3275MXeon Silver 4216Xeon Platinum 8280Xeon Gold 6226RXeon Gold 5220RXeon Gold 5218EPYC 2 7R322 x Xeon Silver 42162 x Xeon Platinum 82802 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Gold 6226R2 x Xeon Gold 5220R90180270360450Min: 264.01 / Avg: 265.41 / Max: 266.46Min: 530.72 / Avg: 531.39 / Max: 532.27Min: 246.23 / Avg: 246.31 / Max: 246.39Min: 400.53 / Avg: 400.96 / Max: 401.29Min: 404.72 / Avg: 404.78 / Max: 404.82Min: 531.42 / Avg: 531.98 / Max: 532.47Min: 131.01 / Avg: 132.04 / Max: 132.59Min: 272.04 / Avg: 272.72 / Max: 273.7Min: 128.65 / Avg: 129.01 / Max: 129.51Min: 138.83 / Avg: 139 / Max: 139.2Min: 138.96 / Avg: 139.11 / Max: 139.4Min: 157.74 / Avg: 157.99 / Max: 158.16Min: 158.04 / Avg: 158.13 / Max: 158.22Min: 207.29 / Avg: 207.41 / Max: 207.58Min: 208.1 / Avg: 208.3 / Max: 208.45

Build2

This test profile measures the time to bootstrap/install the build2 C++ build toolchain from source. Build2 is a cross-platform build toolchain for C/C++ code and features Cargo-like features. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterBuild2 0.12Time To CompileXeon W-3275MXeon Silver 4216Xeon Platinum 8280Xeon Gold 6226RXeon Gold 5220RXeon Gold 5218EPYC 2 7R322 x Xeon Silver 42162 x Xeon Platinum 82802 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Gold 6226R2 x Xeon Gold 5220R20406080100SE +/- 0.14, N = 3SE +/- 0.15, N = 3SE +/- 0.13, N = 3SE +/- 0.05, N = 3SE +/- 0.15, N = 3SE +/- 0.08, N = 3SE +/- 0.40, N = 3SE +/- 0.11, N = 3SE +/- 0.09, N = 3SE +/- 0.09, N = 3SE +/- 0.75, N = 6SE +/- 0.19, N = 3SE +/- 0.49, N = 3SE +/- 0.09, N = 3SE +/- 0.13, N = 366.42109.7074.1288.9891.64101.7259.9686.3362.7864.4264.5069.2066.6770.6172.15
OpenBenchmarking.orgSeconds, Fewer Is BetterBuild2 0.12Time To CompileXeon W-3275MXeon Silver 4216Xeon Platinum 8280Xeon Gold 6226RXeon Gold 5220RXeon Gold 5218EPYC 2 7R322 x Xeon Silver 42162 x Xeon Platinum 82802 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Gold 6226R2 x Xeon Gold 5220R20406080100Min: 66.16 / Avg: 66.42 / Max: 66.66Min: 109.44 / Avg: 109.7 / Max: 109.94Min: 73.91 / Avg: 74.12 / Max: 74.35Min: 88.88 / Avg: 88.98 / Max: 89.05Min: 91.35 / Avg: 91.64 / Max: 91.86Min: 101.56 / Avg: 101.72 / Max: 101.82Min: 59.3 / Avg: 59.96 / Max: 60.68Min: 86.11 / Avg: 86.32 / Max: 86.49Min: 62.69 / Avg: 62.78 / Max: 62.95Min: 64.28 / Avg: 64.42 / Max: 64.58Min: 61.68 / Avg: 64.5 / Max: 66.39Min: 68.93 / Avg: 69.2 / Max: 69.56Min: 65.92 / Avg: 66.67 / Max: 67.59Min: 70.46 / Avg: 70.61 / Max: 70.79Min: 71.98 / Avg: 72.15 / Max: 72.4

Chaos Group V-RAY

This is a test of Chaos Group's V-RAY benchmark. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgKsamples, More Is BetterChaos Group V-RAY 4.10.07Mode: CPUXeon W-3275MXeon Silver 4216Xeon Platinum 8280Xeon Gold 6226RXeon Gold 5220RXeon Gold 5218EPYC 2 7R322 x Xeon Silver 42162 x Xeon Platinum 82802 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Gold 6226R2 x Xeon Gold 5220R14K28K42K56K70KSE +/- 401.71, N = 3SE +/- 34.43, N = 3SE +/- 306.00, N = 3SE +/- 58.00, N = 3SE +/- 50.25, N = 3SE +/- 69.72, N = 3SE +/- 183.86, N = 3SE +/- 223.28, N = 3SE +/- 474.70, N = 3SE +/- 399.24, N = 3SE +/- 223.71, N = 3SE +/- 48.95, N = 3SE +/- 332.60, N = 3SE +/- 369.19, N = 3SE +/- 178.87, N = 3330141710534710220742188616981628972759264331585255832653051518033474940270
OpenBenchmarking.orgKsamples, More Is BetterChaos Group V-RAY 4.10.07Mode: CPUXeon W-3275MXeon Silver 4216Xeon Platinum 8280Xeon Gold 6226RXeon Gold 5220RXeon Gold 5218EPYC 2 7R322 x Xeon Silver 42162 x Xeon Platinum 82802 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Gold 6226R2 x Xeon Gold 5220R11K22K33K44K55KMin: 32367 / Avg: 33014 / Max: 33750Min: 17055 / Avg: 17105 / Max: 17171Min: 34178 / Avg: 34710 / Max: 35238Min: 22016 / Avg: 22074 / Max: 22190Min: 21800 / Avg: 21885.67 / Max: 21974Min: 16856 / Avg: 16981 / Max: 17097Min: 62555 / Avg: 62897 / Max: 63185Min: 27356 / Avg: 27591.67 / Max: 28038Min: 63402 / Avg: 64331 / Max: 64965Min: 57740 / Avg: 58525 / Max: 59044Min: 57950 / Avg: 58326 / Max: 58724Min: 52978 / Avg: 53051 / Max: 53144Min: 51196 / Avg: 51803.33 / Max: 52342Min: 34096 / Avg: 34749 / Max: 35374Min: 39927 / Avg: 40269.67 / Max: 40530

CloverLeaf

CloverLeaf is a Lagrangian-Eulerian hydrodynamics benchmark. This test profile currently makes use of CloverLeaf's OpenMP version and benchmarked with the clover_bm8192.in input file. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterCloverLeafLagrangian-Eulerian HydrodynamicsXeon W-3275MXeon Silver 4216Xeon Platinum 8280Xeon Gold 6226RXeon Gold 5220RXeon Gold 5218EPYC 2 7R322 x Xeon Silver 42162 x Xeon Platinum 82802 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Gold 6226R2 x Xeon Gold 5220R0.33530.67061.00591.34121.6765SE +/- 0.02, N = 15SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.04, N = 15SE +/- 0.02, N = 15SE +/- 0.00, N = 3SE +/- 0.03, N = 15SE +/- 0.04, N = 15SE +/- 0.01, N = 31.141.490.961.271.281.370.361.000.690.630.780.931.061. (F9X) gfortran options: -O3 -march=native -funroll-loops -fopenmp
OpenBenchmarking.orgSeconds, Fewer Is BetterCloverLeafLagrangian-Eulerian HydrodynamicsXeon W-3275MXeon Silver 4216Xeon Platinum 8280Xeon Gold 6226RXeon Gold 5220RXeon Gold 5218EPYC 2 7R322 x Xeon Silver 42162 x Xeon Platinum 82802 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Gold 6226R2 x Xeon Gold 5220R246810Min: 1.04 / Avg: 1.14 / Max: 1.24Min: 1.47 / Avg: 1.49 / Max: 1.5Min: 0.96 / Avg: 0.96 / Max: 0.96Min: 1.26 / Avg: 1.27 / Max: 1.27Min: 1.28 / Avg: 1.28 / Max: 1.3Min: 1.37 / Avg: 1.37 / Max: 1.38Min: 0.35 / Avg: 0.36 / Max: 0.36Min: 0.72 / Avg: 1 / Max: 1.18Min: 0.53 / Avg: 0.69 / Max: 0.75Min: 0.63 / Avg: 0.63 / Max: 0.64Min: 0.59 / Avg: 0.78 / Max: 0.95Min: 0.74 / Avg: 0.93 / Max: 1.08Min: 1.04 / Avg: 1.06 / Max: 1.071. (F9X) gfortran options: -O3 -march=native -funroll-loops -fopenmp

DaCapo Benchmark

This test runs the DaCapo Benchmarks written in Java and intended to test system/CPU performance. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgmsec, Fewer Is BetterDaCapo Benchmark 9.12-MR1Java Test: JythonXeon W-3275MXeon Silver 4216Xeon Platinum 8280Xeon Gold 6226RXeon Gold 5220RXeon Gold 5218EPYC 2 7R322 x Xeon Silver 42162 x Xeon Platinum 82802 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Gold 6226R2 x Xeon Gold 5220R12002400360048006000SE +/- 10.08, N = 4SE +/- 10.79, N = 4SE +/- 15.39, N = 4SE +/- 11.58, N = 4SE +/- 26.49, N = 4SE +/- 10.59, N = 4SE +/- 36.99, N = 4SE +/- 19.30, N = 4SE +/- 14.64, N = 4SE +/- 21.20, N = 4SE +/- 11.32, N = 4SE +/- 56.00, N = 4SE +/- 35.02, N = 4SE +/- 23.48, N = 4432157684547460948345096524658024711475946855161517248064877
OpenBenchmarking.orgmsec, Fewer Is BetterDaCapo Benchmark 9.12-MR1Java Test: JythonXeon W-3275MXeon Silver 4216Xeon Platinum 8280Xeon Gold 6226RXeon Gold 5220RXeon Gold 5218EPYC 2 7R322 x Xeon Silver 42162 x Xeon Platinum 82802 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Gold 6226R2 x Xeon Gold 5220R10002000300040005000Min: 4296 / Avg: 4321.25 / Max: 4344Min: 5755 / Avg: 5768 / Max: 5800Min: 4516 / Avg: 4547.25 / Max: 4583Min: 4587 / Avg: 4608.75 / Max: 4641Min: 5048 / Avg: 5095.75 / Max: 5171Min: 5217 / Avg: 5246 / Max: 5267Min: 5713 / Avg: 5801.5 / Max: 5878Min: 4673 / Avg: 4710.5 / Max: 4755Min: 4720 / Avg: 4758.75 / Max: 4791Min: 4648 / Avg: 4684.5 / Max: 4745Min: 5129 / Avg: 5161.25 / Max: 5182Min: 5064 / Avg: 5172 / Max: 5327Min: 4729 / Avg: 4805.75 / Max: 4894Min: 4850 / Avg: 4876.75 / Max: 4947

dav1d

Dav1d is an open-source, speedy AV1 video decoder. This test profile times how long it takes to decode sample AV1 video content. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFPS, More Is Betterdav1d 0.6.0Video Input: Summer Nature 4KXeon W-3275MXeon Silver 4216Xeon Platinum 8280Xeon Gold 6226RXeon Gold 5220RXeon Gold 5218EPYC 2 7R322 x Xeon Silver 42162 x Xeon Platinum 82802 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Gold 6226R2 x Xeon Gold 5220R70140210280350SE +/- 1.20, N = 3SE +/- 0.15, N = 3SE +/- 1.15, N = 3SE +/- 1.20, N = 3SE +/- 0.78, N = 3SE +/- 0.30, N = 3SE +/- 0.98, N = 3SE +/- 1.81, N = 3SE +/- 3.68, N = 3SE +/- 0.62, N = 3SE +/- 1.14, N = 3SE +/- 1.78, N = 3SE +/- 1.73, N = 3SE +/- 1.66, N = 3SE +/- 0.84, N = 3256.60132.46199.08170.07160.59136.86321.17159.60221.31216.86218.14212.99215.64203.10177.89MIN: 164.1 / MAX: 284.35MIN: 104.21 / MAX: 150.6MIN: 121.12 / MAX: 214.69MIN: 115.59 / MAX: 193.75MIN: 110.85 / MAX: 181MIN: 107.86 / MAX: 153.94MIN: 150.11 / MAX: 347.95MIN: 100.88 / MAX: 178.21MIN: 81.4 / MAX: 247.6MIN: 97.39 / MAX: 239.16MIN: 105.24 / MAX: 238.99MIN: 89.5 / MAX: 233.99MIN: 93.88 / MAX: 236.99MIN: 119.16 / MAX: 222.17MIN: 103.41 / MAX: 190.931. (CC) gcc options: -pthread
OpenBenchmarking.orgFPS, More Is Betterdav1d 0.6.0Video Input: Summer Nature 4KXeon W-3275MXeon Silver 4216Xeon Platinum 8280Xeon Gold 6226RXeon Gold 5220RXeon Gold 5218EPYC 2 7R322 x Xeon Silver 42162 x Xeon Platinum 82802 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Gold 6226R2 x Xeon Gold 5220R60120180240300Min: 254.55 / Avg: 256.6 / Max: 258.71Min: 132.26 / Avg: 132.46 / Max: 132.74Min: 197.01 / Avg: 199.08 / Max: 201.01Min: 168.35 / Avg: 170.07 / Max: 172.39Min: 159.19 / Avg: 160.59 / Max: 161.88Min: 136.26 / Avg: 136.86 / Max: 137.21Min: 319.59 / Avg: 321.17 / Max: 322.97Min: 157.11 / Avg: 159.6 / Max: 163.12Min: 214.25 / Avg: 221.31 / Max: 226.63Min: 215.87 / Avg: 216.86 / Max: 218.01Min: 216.72 / Avg: 218.14 / Max: 220.4Min: 210.97 / Avg: 212.99 / Max: 216.54Min: 212.22 / Avg: 215.64 / Max: 217.84Min: 199.83 / Avg: 203.1 / Max: 205.18Min: 176.75 / Avg: 177.89 / Max: 179.541. (CC) gcc options: -pthread

OpenBenchmarking.orgFPS, More Is Betterdav1d 0.6.0Video Input: Summer Nature 1080pXeon W-3275MXeon Silver 4216Xeon Platinum 8280Xeon Gold 6226RXeon Gold 5220RXeon Gold 5218EPYC 2 7R322 x Xeon Silver 42162 x Xeon Platinum 82802 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Gold 6226R2 x Xeon Gold 5220R150300450600750SE +/- 2.32, N = 3SE +/- 1.97, N = 3SE +/- 0.52, N = 3SE +/- 0.97, N = 3SE +/- 2.31, N = 3SE +/- 1.26, N = 3SE +/- 2.19, N = 3SE +/- 4.57, N = 3SE +/- 3.74, N = 15SE +/- 3.42, N = 3SE +/- 4.96, N = 3SE +/- 3.77, N = 15SE +/- 3.67, N = 3SE +/- 1.84, N = 3SE +/- 3.79, N = 6537.84232.35323.20307.75274.98265.46676.16272.55409.88406.66422.89400.24431.76358.62321.84MIN: 317.28 / MAX: 605.87MIN: 133.23 / MAX: 255.75MIN: 200.79 / MAX: 358.32MIN: 179.63 / MAX: 337.24MIN: 160.24 / MAX: 299.46MIN: 166.24 / MAX: 288.23MIN: 302.17 / MAX: 751.14MIN: 156.69 / MAX: 307.87MIN: 126.27 / MAX: 481.12MIN: 144.68 / MAX: 463.23MIN: 175.85 / MAX: 474MIN: 106.81 / MAX: 466.09MIN: 205.51 / MAX: 479.42MIN: 196.53 / MAX: 395.24MIN: 175.96 / MAX: 365.431. (CC) gcc options: -pthread
OpenBenchmarking.orgFPS, More Is Betterdav1d 0.6.0Video Input: Summer Nature 1080pXeon W-3275MXeon Silver 4216Xeon Platinum 8280Xeon Gold 6226RXeon Gold 5220RXeon Gold 5218EPYC 2 7R322 x Xeon Silver 42162 x Xeon Platinum 82802 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Gold 6226R2 x Xeon Gold 5220R120240360480600Min: 533.25 / Avg: 537.84 / Max: 540.69Min: 230.28 / Avg: 232.35 / Max: 236.29Min: 322.19 / Avg: 323.2 / Max: 323.92Min: 306.67 / Avg: 307.75 / Max: 309.68Min: 270.39 / Avg: 274.98 / Max: 277.72Min: 262.94 / Avg: 265.46 / Max: 266.88Min: 673.01 / Avg: 676.16 / Max: 680.36Min: 265.05 / Avg: 272.55 / Max: 280.83Min: 387.73 / Avg: 409.88 / Max: 430.94Min: 400.55 / Avg: 406.66 / Max: 412.38Min: 413.02 / Avg: 422.89 / Max: 428.75Min: 366.36 / Avg: 400.24 / Max: 414.18Min: 424.59 / Avg: 431.76 / Max: 436.69Min: 355.49 / Avg: 358.62 / Max: 361.86Min: 312.72 / Avg: 321.84 / Max: 334.411. (CC) gcc options: -pthread

OpenBenchmarking.orgFPS, More Is Betterdav1d 0.6.0Video Input: Chimera 1080p 10-bitXeon W-3275MXeon Silver 4216Xeon Platinum 8280Xeon Gold 6226RXeon Gold 5220RXeon Gold 5218EPYC 2 7R322 x Xeon Silver 42162 x Xeon Platinum 82802 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Gold 6226R2 x Xeon Gold 5220R306090120150SE +/- 0.05, N = 3SE +/- 0.06, N = 3SE +/- 0.12, N = 3SE +/- 0.24, N = 3SE +/- 0.14, N = 3SE +/- 0.05, N = 3SE +/- 0.60, N = 3SE +/- 0.16, N = 3SE +/- 0.07, N = 3SE +/- 0.30, N = 3SE +/- 0.44, N = 3SE +/- 0.56, N = 3SE +/- 0.04, N = 3SE +/- 0.16, N = 3SE +/- 0.47, N = 381.6050.1065.4062.3258.0555.88140.1459.5185.1490.7890.2888.6689.5573.9570.81MIN: 55.07 / MAX: 147.52MIN: 36.69 / MAX: 102.49MIN: 49.2 / MAX: 111MIN: 45.27 / MAX: 134.22MIN: 42.73 / MAX: 119.59MIN: 40.96 / MAX: 112.64MIN: 101.2 / MAX: 212.94MIN: 45.13 / MAX: 93.29MIN: 66.74 / MAX: 126.85MIN: 71.49 / MAX: 131.32MIN: 71.05 / MAX: 131.54MIN: 69.45 / MAX: 129.53MIN: 69.22 / MAX: 130.8MIN: 55.51 / MAX: 119.74MIN: 54.24 / MAX: 115.341. (CC) gcc options: -pthread
OpenBenchmarking.orgFPS, More Is Betterdav1d 0.6.0Video Input: Chimera 1080p 10-bitXeon W-3275MXeon Silver 4216Xeon Platinum 8280Xeon Gold 6226RXeon Gold 5220RXeon Gold 5218EPYC 2 7R322 x Xeon Silver 42162 x Xeon Platinum 82802 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Gold 6226R2 x Xeon Gold 5220R306090120150Min: 81.53 / Avg: 81.6 / Max: 81.69Min: 50.03 / Avg: 50.1 / Max: 50.21Min: 65.17 / Avg: 65.4 / Max: 65.56Min: 61.86 / Avg: 62.32 / Max: 62.66Min: 57.87 / Avg: 58.05 / Max: 58.33Min: 55.79 / Avg: 55.88 / Max: 55.94Min: 139.33 / Avg: 140.14 / Max: 141.31Min: 59.25 / Avg: 59.51 / Max: 59.8Min: 85.07 / Avg: 85.14 / Max: 85.27Min: 90.26 / Avg: 90.78 / Max: 91.28Min: 89.58 / Avg: 90.28 / Max: 91.08Min: 87.74 / Avg: 88.66 / Max: 89.66Min: 89.47 / Avg: 89.55 / Max: 89.6Min: 73.65 / Avg: 73.95 / Max: 74.16Min: 70.22 / Avg: 70.81 / Max: 71.731. (CC) gcc options: -pthread

DeepSpeech

Mozilla DeepSpeech is a speech-to-text engine powered by TensorFlow for machine learning and derived from Baidu's Deep Speech research paper. This test profile times the speech-to-text process for a roughly three minute audio recording. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterDeepSpeech 0.6Acceleration: CPUXeon W-3275MXeon Silver 4216Xeon Platinum 8280Xeon Gold 6226RXeon Gold 5220RXeon Gold 5218EPYC 2 7R322 x Xeon Silver 42162 x Xeon Platinum 82802 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Gold 6226R2 x Xeon Gold 5220R306090120150SE +/- 0.15, N = 3SE +/- 1.22, N = 3SE +/- 1.60, N = 3SE +/- 1.84, N = 3SE +/- 1.11, N = 3SE +/- 0.75, N = 3SE +/- 0.08, N = 3SE +/- 0.71, N = 3SE +/- 1.16, N = 3SE +/- 2.07, N = 4SE +/- 1.06, N = 3SE +/- 1.04, N = 3SE +/- 0.65, N = 3SE +/- 0.89, N = 3SE +/- 0.47, N = 3123.85136.00118.09119.79126.08128.4172.82133.01122.22138.26113.14135.05117.73123.39125.12
OpenBenchmarking.orgSeconds, Fewer Is BetterDeepSpeech 0.6Acceleration: CPUXeon W-3275MXeon Silver 4216Xeon Platinum 8280Xeon Gold 6226RXeon Gold 5220RXeon Gold 5218EPYC 2 7R322 x Xeon Silver 42162 x Xeon Platinum 82802 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Gold 6226R2 x Xeon Gold 5220R306090120150Min: 123.55 / Avg: 123.85 / Max: 124.05Min: 133.64 / Avg: 136 / Max: 137.72Min: 115.85 / Avg: 118.09 / Max: 121.19Min: 117.05 / Avg: 119.79 / Max: 123.28Min: 123.88 / Avg: 126.08 / Max: 127.39Min: 126.91 / Avg: 128.41 / Max: 129.2Min: 72.65 / Avg: 72.82 / Max: 72.92Min: 131.97 / Avg: 133.01 / Max: 134.36Min: 120.31 / Avg: 122.22 / Max: 124.32Min: 134.57 / Avg: 138.26 / Max: 141.96Min: 111.04 / Avg: 113.14 / Max: 114.33Min: 133.71 / Avg: 135.05 / Max: 137.1Min: 116.67 / Avg: 117.73 / Max: 118.91Min: 121.72 / Avg: 123.39 / Max: 124.78Min: 124.52 / Avg: 125.12 / Max: 126.04

Embree

Intel Embree is a collection of high-performance ray-tracing kernels for execution on CPUs. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 3.6.1Binary: Pathtracer - Model: CrownXeon W-3275MXeon Silver 4216Xeon Platinum 8280Xeon Gold 6226RXeon Gold 5220RXeon Gold 5218EPYC 2 7R322 x Xeon Silver 42162 x Xeon Platinum 82802 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Gold 6226R2 x Xeon Gold 5220R1122334455SE +/- 0.03, N = 3SE +/- 0.01, N = 3SE +/- 0.04, N = 3SE +/- 0.00, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.08, N = 3SE +/- 0.03, N = 3SE +/- 0.09, N = 3SE +/- 0.17, N = 3SE +/- 0.12, N = 3SE +/- 0.15, N = 3SE +/- 0.17, N = 3SE +/- 0.09, N = 3SE +/- 0.05, N = 324.5512.4326.2815.9916.0512.3947.6523.2745.6141.3941.7938.1038.1228.9629.52MIN: 24.09 / MAX: 24.98MIN: 12.35 / MAX: 12.55MIN: 25.64 / MAX: 26.64MIN: 15.9 / MAX: 16.17MIN: 15.89 / MAX: 16.22MIN: 12.32 / MAX: 12.5MIN: 46.77 / MAX: 49.17MIN: 23 / MAX: 23.64MIN: 44.2 / MAX: 47.35MIN: 40.34 / MAX: 42.73MIN: 40.7 / MAX: 42.99MIN: 37.24 / MAX: 39.22MIN: 37.03 / MAX: 39.42MIN: 28.49 / MAX: 29.56MIN: 29.05 / MAX: 30.15
OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 3.6.1Binary: Pathtracer - Model: CrownXeon W-3275MXeon Silver 4216Xeon Platinum 8280Xeon Gold 6226RXeon Gold 5220RXeon Gold 5218EPYC 2 7R322 x Xeon Silver 42162 x Xeon Platinum 82802 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Gold 6226R2 x Xeon Gold 5220R1020304050Min: 24.5 / Avg: 24.55 / Max: 24.59Min: 12.41 / Avg: 12.43 / Max: 12.45Min: 26.21 / Avg: 26.28 / Max: 26.34Min: 15.99 / Avg: 15.99 / Max: 16Min: 16.01 / Avg: 16.05 / Max: 16.09Min: 12.38 / Avg: 12.39 / Max: 12.4Min: 47.51 / Avg: 47.65 / Max: 47.79Min: 23.23 / Avg: 23.27 / Max: 23.32Min: 45.43 / Avg: 45.61 / Max: 45.73Min: 41.1 / Avg: 41.39 / Max: 41.67Min: 41.54 / Avg: 41.79 / Max: 41.92Min: 37.93 / Avg: 38.1 / Max: 38.41Min: 37.84 / Avg: 38.12 / Max: 38.43Min: 28.79 / Avg: 28.96 / Max: 29.1Min: 29.42 / Avg: 29.52 / Max: 29.6

OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 3.6.1Binary: Pathtracer ISPC - Model: CrownXeon W-3275MXeon Silver 4216Xeon Platinum 8280Xeon Gold 6226RXeon Gold 5220RXeon Gold 5218EPYC 2 7R322 x Xeon Silver 42162 x Xeon Platinum 82802 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Gold 6226R2 x Xeon Gold 5220R1224364860SE +/- 0.04, N = 3SE +/- 0.00, N = 3SE +/- 0.02, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.08, N = 3SE +/- 0.01, N = 3SE +/- 0.05, N = 3SE +/- 0.03, N = 3SE +/- 0.49, N = 12SE +/- 0.05, N = 3SE +/- 0.38, N = 3SE +/- 0.03, N = 3SE +/- 0.02, N = 326.4011.3828.7716.8117.6614.4245.1921.7553.2349.9649.0546.4246.1831.7333.45MIN: 25.71 / MAX: 26.95MIN: 11.32 / MAX: 11.49MIN: 28.26 / MAX: 29.24MIN: 16.67 / MAX: 17MIN: 17.5 / MAX: 17.85MIN: 14.3 / MAX: 14.63MIN: 44.15 / MAX: 46.52MIN: 21.43 / MAX: 22.13MIN: 51.36 / MAX: 55.83MIN: 48.68 / MAX: 51.86MIN: 37.93 / MAX: 51.79MIN: 45.24 / MAX: 47.89MIN: 42.99 / MAX: 47.93MIN: 31.27 / MAX: 32.36MIN: 32.87 / MAX: 34.13
OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 3.6.1Binary: Pathtracer ISPC - Model: CrownXeon W-3275MXeon Silver 4216Xeon Platinum 8280Xeon Gold 6226RXeon Gold 5220RXeon Gold 5218EPYC 2 7R322 x Xeon Silver 42162 x Xeon Platinum 82802 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Gold 6226R2 x Xeon Gold 5220R1122334455Min: 26.36 / Avg: 26.4 / Max: 26.48Min: 11.38 / Avg: 11.38 / Max: 11.39Min: 28.75 / Avg: 28.77 / Max: 28.8Min: 16.78 / Avg: 16.81 / Max: 16.84Min: 17.65 / Avg: 17.66 / Max: 17.67Min: 14.4 / Avg: 14.42 / Max: 14.43Min: 45.07 / Avg: 45.19 / Max: 45.32Min: 21.73 / Avg: 21.75 / Max: 21.76Min: 53.18 / Avg: 53.23 / Max: 53.32Min: 49.93 / Avg: 49.96 / Max: 50.01Min: 43.85 / Avg: 49.05 / Max: 49.92Min: 46.34 / Avg: 46.42 / Max: 46.51Min: 45.41 / Avg: 46.18 / Max: 46.62Min: 31.68 / Avg: 31.73 / Max: 31.78Min: 33.41 / Avg: 33.45 / Max: 33.48

OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 3.6.1Binary: Pathtracer - Model: Asian DragonXeon W-3275MXeon Silver 4216Xeon Platinum 8280Xeon Gold 6226RXeon Gold 5220RXeon Gold 5218EPYC 2 7R322 x Xeon Silver 42162 x Xeon Platinum 82802 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Gold 6226R2 x Xeon Gold 5220R1326395265SE +/- 0.05, N = 3SE +/- 0.03, N = 3SE +/- 0.04, N = 3SE +/- 0.01, N = 3SE +/- 0.04, N = 3SE +/- 0.01, N = 3SE +/- 0.06, N = 3SE +/- 0.05, N = 3SE +/- 0.16, N = 3SE +/- 0.19, N = 3SE +/- 0.32, N = 3SE +/- 0.08, N = 3SE +/- 0.38, N = 3SE +/- 0.03, N = 3SE +/- 0.05, N = 330.1115.2832.2519.3519.6115.3152.9528.2057.4945.7740.0846.9146.7934.6935.88MIN: 29.8 / MAX: 30.54MIN: 15.18 / MAX: 15.39MIN: 32 / MAX: 32.54MIN: 19.28 / MAX: 19.48MIN: 19.5 / MAX: 19.79MIN: 15.25 / MAX: 15.4MIN: 52.3 / MAX: 53.84MIN: 27.97 / MAX: 28.53MIN: 55.98 / MAX: 58.87MIN: 44.89 / MAX: 47.26MIN: 37.64 / MAX: 43.58MIN: 46.17 / MAX: 47.87MIN: 44.43 / MAX: 47.97MIN: 34.44 / MAX: 35.19MIN: 35.51 / MAX: 36.33
OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 3.6.1Binary: Pathtracer - Model: Asian DragonXeon W-3275MXeon Silver 4216Xeon Platinum 8280Xeon Gold 6226RXeon Gold 5220RXeon Gold 5218EPYC 2 7R322 x Xeon Silver 42162 x Xeon Platinum 82802 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Gold 6226R2 x Xeon Gold 5220R1122334455Min: 30.04 / Avg: 30.11 / Max: 30.2Min: 15.22 / Avg: 15.28 / Max: 15.33Min: 32.19 / Avg: 32.25 / Max: 32.33Min: 19.33 / Avg: 19.35 / Max: 19.36Min: 19.57 / Avg: 19.61 / Max: 19.68Min: 15.28 / Avg: 15.31 / Max: 15.32Min: 52.84 / Avg: 52.95 / Max: 53.04Min: 28.12 / Avg: 28.2 / Max: 28.29Min: 57.18 / Avg: 57.49 / Max: 57.73Min: 45.52 / Avg: 45.77 / Max: 46.13Min: 39.52 / Avg: 40.08 / Max: 40.62Min: 46.78 / Avg: 46.91 / Max: 47.06Min: 46.05 / Avg: 46.79 / Max: 47.28Min: 34.64 / Avg: 34.69 / Max: 34.74Min: 35.77 / Avg: 35.88 / Max: 35.94

OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 3.6.1Binary: Pathtracer - Model: Asian Dragon ObjXeon W-3275MXeon Silver 4216Xeon Platinum 8280Xeon Gold 6226RXeon Gold 5220RXeon Gold 5218EPYC 2 7R322 x Xeon Silver 42162 x Xeon Platinum 82802 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Gold 6226R2 x Xeon Gold 5220R1224364860SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.06, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.02, N = 3SE +/- 0.03, N = 3SE +/- 0.05, N = 3SE +/- 0.11, N = 3SE +/- 0.09, N = 3SE +/- 0.34, N = 3SE +/- 0.05, N = 3SE +/- 0.04, N = 3SE +/- 0.01, N = 3SE +/- 0.05, N = 327.2013.8829.2117.4217.8013.8547.5825.5051.7940.8535.6742.4942.7631.3132.33MIN: 26.82 / MAX: 27.54MIN: 13.82 / MAX: 13.97MIN: 28.89 / MAX: 29.61MIN: 17.34 / MAX: 17.59MIN: 17.67 / MAX: 17.93MIN: 13.79 / MAX: 13.97MIN: 46.92 / MAX: 48.74MIN: 25.3 / MAX: 25.83MIN: 50.62 / MAX: 53.17MIN: 40.1 / MAX: 42.54MIN: 34.25 / MAX: 38.16MIN: 41.76 / MAX: 43.28MIN: 42.06 / MAX: 43.59MIN: 31.07 / MAX: 31.76MIN: 31.97 / MAX: 32.83
OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 3.6.1Binary: Pathtracer - Model: Asian Dragon ObjXeon W-3275MXeon Silver 4216Xeon Platinum 8280Xeon Gold 6226RXeon Gold 5220RXeon Gold 5218EPYC 2 7R322 x Xeon Silver 42162 x Xeon Platinum 82802 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Gold 6226R2 x Xeon Gold 5220R1020304050Min: 27.17 / Avg: 27.2 / Max: 27.21Min: 13.86 / Avg: 13.88 / Max: 13.9Min: 29.1 / Avg: 29.21 / Max: 29.29Min: 17.39 / Avg: 17.42 / Max: 17.48Min: 17.74 / Avg: 17.8 / Max: 17.83Min: 13.83 / Avg: 13.85 / Max: 13.9Min: 47.52 / Avg: 47.58 / Max: 47.62Min: 25.45 / Avg: 25.5 / Max: 25.59Min: 51.64 / Avg: 51.79 / Max: 51.99Min: 40.69 / Avg: 40.85 / Max: 41Min: 35.13 / Avg: 35.67 / Max: 36.29Min: 42.4 / Avg: 42.49 / Max: 42.54Min: 42.68 / Avg: 42.76 / Max: 42.81Min: 31.29 / Avg: 31.31 / Max: 31.33Min: 32.23 / Avg: 32.33 / Max: 32.42

OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 3.6.1Binary: Pathtracer ISPC - Model: Asian DragonXeon W-3275MXeon Silver 4216Xeon Platinum 8280Xeon Gold 6226RXeon Gold 5220RXeon Gold 5218EPYC 2 7R322 x Xeon Silver 42162 x Xeon Platinum 82802 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Gold 6226R2 x Xeon Gold 5220R1530456075SE +/- 0.08, N = 3SE +/- 0.01, N = 3SE +/- 0.06, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.03, N = 3SE +/- 0.02, N = 3SE +/- 0.03, N = 3SE +/- 0.02, N = 3SE +/- 0.53, N = 4SE +/- 0.12, N = 3SE +/- 0.06, N = 3SE +/- 0.07, N = 3SE +/- 0.02, N = 335.1515.5938.3122.4623.6019.4352.3528.9768.4251.8738.7759.0559.0640.4343.10MIN: 33.95 / MAX: 35.72MIN: 15.54 / MAX: 15.7MIN: 37.87 / MAX: 38.72MIN: 22.38 / MAX: 22.62MIN: 23.45 / MAX: 23.8MIN: 19.37 / MAX: 19.6MIN: 51.67 / MAX: 53.48MIN: 28.72 / MAX: 29.29MIN: 66.22 / MAX: 70.39MIN: 50.96 / MAX: 54.15MIN: 35.85 / MAX: 45.98MIN: 57.78 / MAX: 60.29MIN: 57.51 / MAX: 60.42MIN: 40.04 / MAX: 41.18MIN: 42.68 / MAX: 43.7
OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 3.6.1Binary: Pathtracer ISPC - Model: Asian DragonXeon W-3275MXeon Silver 4216Xeon Platinum 8280Xeon Gold 6226RXeon Gold 5220RXeon Gold 5218EPYC 2 7R322 x Xeon Silver 42162 x Xeon Platinum 82802 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Gold 6226R2 x Xeon Gold 5220R1326395265Min: 35.01 / Avg: 35.15 / Max: 35.27Min: 15.58 / Avg: 15.59 / Max: 15.62Min: 38.21 / Avg: 38.31 / Max: 38.41Min: 22.45 / Avg: 22.46 / Max: 22.48Min: 23.56 / Avg: 23.6 / Max: 23.64Min: 19.42 / Avg: 19.43 / Max: 19.45Min: 52.31 / Avg: 52.35 / Max: 52.41Min: 28.93 / Avg: 28.97 / Max: 29Min: 68.36 / Avg: 68.42 / Max: 68.47Min: 51.84 / Avg: 51.87 / Max: 51.92Min: 37.26 / Avg: 38.77 / Max: 39.72Min: 58.85 / Avg: 59.05 / Max: 59.25Min: 58.93 / Avg: 59.06 / Max: 59.15Min: 40.29 / Avg: 40.43 / Max: 40.52Min: 43.07 / Avg: 43.1 / Max: 43.14

OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 3.6.1Binary: Pathtracer ISPC - Model: Asian Dragon ObjXeon W-3275MXeon Silver 4216Xeon Platinum 8280Xeon Gold 6226RXeon Gold 5220RXeon Gold 5218EPYC 2 7R322 x Xeon Silver 42162 x Xeon Platinum 82802 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Gold 6226R2 x Xeon Gold 5220R1326395265SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.03, N = 3SE +/- 0.01, N = 3SE +/- 0.05, N = 3SE +/- 0.01, N = 3SE +/- 0.63, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.02, N = 3SE +/- 0.04, N = 330.3513.4933.0519.3220.3416.7745.4325.0758.6944.7236.6750.8650.9834.8037.15MIN: 29.95 / MAX: 30.77MIN: 13.43 / MAX: 13.59MIN: 32.72 / MAX: 33.4MIN: 19.25 / MAX: 19.46MIN: 20.23 / MAX: 20.53MIN: 16.69 / MAX: 16.88MIN: 44.82 / MAX: 46.53MIN: 24.86 / MAX: 25.34MIN: 56.97 / MAX: 60.91MIN: 43.9 / MAX: 46.32MIN: 34.56 / MAX: 39.51MIN: 49.88 / MAX: 52.05MIN: 49.91 / MAX: 52.27MIN: 34.51 / MAX: 35.32MIN: 36.74 / MAX: 37.69
OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 3.6.1Binary: Pathtracer ISPC - Model: Asian Dragon ObjXeon W-3275MXeon Silver 4216Xeon Platinum 8280Xeon Gold 6226RXeon Gold 5220RXeon Gold 5218EPYC 2 7R322 x Xeon Silver 42162 x Xeon Platinum 82802 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Gold 6226R2 x Xeon Gold 5220R1224364860Min: 30.31 / Avg: 30.35 / Max: 30.38Min: 13.47 / Avg: 13.49 / Max: 13.52Min: 33.01 / Avg: 33.05 / Max: 33.08Min: 19.31 / Avg: 19.32 / Max: 19.34Min: 20.33 / Avg: 20.34 / Max: 20.35Min: 16.75 / Avg: 16.77 / Max: 16.78Min: 45.4 / Avg: 45.43 / Max: 45.5Min: 25.04 / Avg: 25.07 / Max: 25.09Min: 58.6 / Avg: 58.69 / Max: 58.78Min: 44.7 / Avg: 44.72 / Max: 44.73Min: 35.6 / Avg: 36.67 / Max: 37.78Min: 50.84 / Avg: 50.86 / Max: 50.89Min: 50.97 / Avg: 50.98 / Max: 50.99Min: 34.77 / Avg: 34.8 / Max: 34.84Min: 37.08 / Avg: 37.15 / Max: 37.2

High Performance Conjugate Gradient

HPCG is the High Performance Conjugate Gradient and is a new scientific benchmark from Sandia National Lans focused for super-computer testing with modern real-world workloads compared to HPCC. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgGFLOP/s, More Is BetterHigh Performance Conjugate Gradient 3.1Xeon W-3275MXeon Silver 4216Xeon Platinum 8280Xeon Gold 6226RXeon Gold 5220RXeon Gold 5218EPYC 2 7R322 x Xeon Silver 42162 x Xeon Platinum 82802 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Gold 6226R2 x Xeon Gold 5220R714212835SE +/- 0.15186, N = 3SE +/- 0.03282, N = 3SE +/- 0.04073, N = 3SE +/- 0.02780, N = 3SE +/- 0.08231, N = 3SE +/- 0.01417, N = 3SE +/- 0.00395, N = 3SE +/- 0.00847, N = 3SE +/- 0.24605, N = 3SE +/- 0.06827, N = 7SE +/- 0.60187, N = 9SE +/- 0.00225, N = 3SE +/- 0.12742, N = 3SE +/- 0.12533, N = 3SE +/- 0.15366, N = 314.1623011.8883014.9097013.9581013.3529013.0138017.0608023.1574028.854206.329718.4140516.5171027.1060026.5910025.630301. (CXX) g++ options: -O3 -ffast-math -ftree-vectorize -pthread -lmpi_cxx -lmpi
OpenBenchmarking.orgGFLOP/s, More Is BetterHigh Performance Conjugate Gradient 3.1Xeon W-3275MXeon Silver 4216Xeon Platinum 8280Xeon Gold 6226RXeon Gold 5220RXeon Gold 5218EPYC 2 7R322 x Xeon Silver 42162 x Xeon Platinum 82802 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Gold 6226R2 x Xeon Gold 5220R612182430Min: 13.94 / Avg: 14.16 / Max: 14.45Min: 11.82 / Avg: 11.89 / Max: 11.93Min: 14.87 / Avg: 14.91 / Max: 14.99Min: 13.92 / Avg: 13.96 / Max: 14.01Min: 13.19 / Avg: 13.35 / Max: 13.44Min: 13 / Avg: 13.01 / Max: 13.04Min: 17.05 / Avg: 17.06 / Max: 17.07Min: 23.15 / Avg: 23.16 / Max: 23.17Min: 28.36 / Avg: 28.85 / Max: 29.14Min: 6 / Avg: 6.33 / Max: 6.51Min: 6.44 / Avg: 8.41 / Max: 10.67Min: 16.51 / Avg: 16.52 / Max: 16.52Min: 26.88 / Avg: 27.11 / Max: 27.33Min: 26.34 / Avg: 26.59 / Max: 26.74Min: 25.33 / Avg: 25.63 / Max: 25.841. (CXX) g++ options: -O3 -ffast-math -ftree-vectorize -pthread -lmpi_cxx -lmpi

Himeno Benchmark

The Himeno benchmark is a linear solver of pressure Poisson using a point-Jacobi method. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMFLOPS, More Is BetterHimeno Benchmark 3.0Poisson Pressure SolverXeon W-3275MXeon Silver 4216Xeon Platinum 8280Xeon Gold 6226RXeon Gold 5220RXeon Gold 5218EPYC 2 7R322 x Xeon Silver 42162 x Xeon Platinum 82802 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Gold 6226R2 x Xeon Gold 5220R8001600240032004000SE +/- 3.72, N = 3SE +/- 1.23, N = 3SE +/- 4.11, N = 3SE +/- 1.26, N = 3SE +/- 1.90, N = 3SE +/- 1.15, N = 3SE +/- 22.45, N = 3SE +/- 1.18, N = 3SE +/- 5.39, N = 3SE +/- 1.27, N = 3SE +/- 0.96, N = 3SE +/- 2.97, N = 3SE +/- 1.57, N = 3SE +/- 0.77, N = 3SE +/- 5.10, N = 33866.092823.603510.213401.163398.403405.043769.722817.673514.603430.773440.523130.863147.913410.383404.691. (CC) gcc options: -O3 -mavx2
OpenBenchmarking.orgMFLOPS, More Is BetterHimeno Benchmark 3.0Poisson Pressure SolverXeon W-3275MXeon Silver 4216Xeon Platinum 8280Xeon Gold 6226RXeon Gold 5220RXeon Gold 5218EPYC 2 7R322 x Xeon Silver 42162 x Xeon Platinum 82802 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Gold 6226R2 x Xeon Gold 5220R7001400210028003500Min: 3859.6 / Avg: 3866.09 / Max: 3872.48Min: 2821.28 / Avg: 2823.6 / Max: 2825.48Min: 3502.88 / Avg: 3510.21 / Max: 3517.08Min: 3398.73 / Avg: 3401.16 / Max: 3402.94Min: 3394.66 / Avg: 3398.4 / Max: 3400.83Min: 3402.98 / Avg: 3405.04 / Max: 3406.95Min: 3732.18 / Avg: 3769.72 / Max: 3809.83Min: 2815.32 / Avg: 2817.67 / Max: 2818.9Min: 3503.89 / Avg: 3514.6 / Max: 3520.98Min: 3428.76 / Avg: 3430.77 / Max: 3433.11Min: 3438.6 / Avg: 3440.52 / Max: 3441.62Min: 3125.29 / Avg: 3130.86 / Max: 3135.46Min: 3145.87 / Avg: 3147.91 / Max: 3150.99Min: 3408.86 / Avg: 3410.38 / Max: 3411.38Min: 3397.8 / Avg: 3404.69 / Max: 3414.651. (CC) gcc options: -O3 -mavx2

Intel MPI Benchmarks

Intel MPI Benchmarks for stressing MPI implementations. At this point the test profile aggregates results for some common MPI functionality. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgAverage Msg/sec, More Is BetterIntel MPI Benchmarks 2019.3Test: IMB-P2P PingPongXeon W-3275MXeon Silver 4216Xeon Platinum 8280Xeon Gold 6226RXeon Gold 5220RXeon Gold 5218EPYC 2 7R322 x Xeon Silver 42162 x Xeon Platinum 82802 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Gold 6226R2 x Xeon Gold 5220R8M16M24M32M40MSE +/- 59477.15, N = 3SE +/- 7036.00, N = 3SE +/- 33688.94, N = 3SE +/- 19484.28, N = 3SE +/- 20987.71, N = 3SE +/- 10529.89, N = 3SE +/- 40509.97, N = 3SE +/- 20273.79, N = 3SE +/- 66348.18, N = 3SE +/- 131246.22, N = 3SE +/- 12198.08, N = 3SE +/- 105849.64, N = 3SE +/- 80057.86, N = 3SE +/- 41319.75, N = 3SE +/- 12631.77, N = 320246604.628923779.5516653864.7710620968.6110276849.529066471.0420348261.0317176230.5431821690.5535888907.9935954425.3632444647.4331988149.2520467429.5219650424.33MIN: 5167 / MAX: 52108336MIN: 5455 / MAX: 45833330MIN: 6272 / MAX: 47546902MIN: 7391 / MAX: 46585428MIN: 9950 / MAX: 90956260MIN: 2551 / MAX: 94279351MIN: 2889 / MAX: 93907202MIN: 5770 / MAX: 85492119MIN: 9163 / MAX: 84595469MIN: 7824 / MAX: 55096192MIN: 8143 / MAX: 563625841. (CXX) g++ options: -O0 -pedantic -fopenmp -pthread -lmpi_cxx -lmpi
OpenBenchmarking.orgAverage Msg/sec, More Is BetterIntel MPI Benchmarks 2019.3Test: IMB-P2P PingPongXeon W-3275MXeon Silver 4216Xeon Platinum 8280Xeon Gold 6226RXeon Gold 5220RXeon Gold 5218EPYC 2 7R322 x Xeon Silver 42162 x Xeon Platinum 82802 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Gold 6226R2 x Xeon Gold 5220R6M12M18M24M30MMin: 20138852.35 / Avg: 20246604.62 / Max: 20344123.39Min: 8910134.35 / Avg: 8923779.55 / Max: 8933580.78Min: 16603340.48 / Avg: 16653864.77 / Max: 16717731.39Min: 10582128.87 / Avg: 10620968.61 / Max: 10643130.22Min: 10236605.26 / Avg: 10276849.52 / Max: 10307303.74Min: 9048892.61 / Avg: 9066471.04 / Max: 9085304.39Min: 20267510.13 / Avg: 20348261.03 / Max: 20394349.91Min: 17140043.39 / Avg: 17176230.54 / Max: 17210165.43Min: 31689288.78 / Avg: 31821690.55 / Max: 31895544.61Min: 35636376.39 / Avg: 35888907.99 / Max: 36077202.48Min: 35930054.09 / Avg: 35954425.36 / Max: 35967564.87Min: 32299174.48 / Avg: 32444647.43 / Max: 32650577.96Min: 31874237.74 / Avg: 31988149.25 / Max: 32142551.96Min: 20384799.22 / Avg: 20467429.52 / Max: 20509812.57Min: 19625161.48 / Avg: 19650424.33 / Max: 19663216.71. (CXX) g++ options: -O0 -pedantic -fopenmp -pthread -lmpi_cxx -lmpi

Intel Open Image Denoise

Open Image Denoise is a denoising library for ray-tracing and part of the oneAPI rendering toolkit. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgImages / Sec, More Is BetterIntel Open Image Denoise 1.0.0Scene: MemorialXeon W-3275MXeon Silver 4216Xeon Platinum 8280Xeon Gold 6226RXeon Gold 5220RXeon Gold 5218EPYC 2 7R322 x Xeon Silver 42162 x Xeon Platinum 82802 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Gold 6226R2 x Xeon Gold 5220R816243240SE +/- 0.30, N = 3SE +/- 0.02, N = 3SE +/- 0.02, N = 3SE +/- 0.03, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.04, N = 3SE +/- 0.09, N = 3SE +/- 0.17, N = 3SE +/- 0.04, N = 3SE +/- 0.13, N = 3SE +/- 0.21, N = 3SE +/- 0.12, N = 3SE +/- 0.36, N = 3SE +/- 0.05, N = 327.3512.8531.1022.0118.4115.8028.7120.4334.4919.5515.0633.1033.8933.0627.97
OpenBenchmarking.orgImages / Sec, More Is BetterIntel Open Image Denoise 1.0.0Scene: MemorialXeon W-3275MXeon Silver 4216Xeon Platinum 8280Xeon Gold 6226RXeon Gold 5220RXeon Gold 5218EPYC 2 7R322 x Xeon Silver 42162 x Xeon Platinum 82802 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Gold 6226R2 x Xeon Gold 5220R714212835Min: 26.86 / Avg: 27.35 / Max: 27.91Min: 12.81 / Avg: 12.85 / Max: 12.86Min: 31.07 / Avg: 31.1 / Max: 31.12Min: 21.96 / Avg: 22.01 / Max: 22.06Min: 18.39 / Avg: 18.41 / Max: 18.42Min: 15.79 / Avg: 15.8 / Max: 15.81Min: 28.63 / Avg: 28.71 / Max: 28.76Min: 20.31 / Avg: 20.43 / Max: 20.61Min: 34.19 / Avg: 34.49 / Max: 34.76Min: 19.49 / Avg: 19.55 / Max: 19.62Min: 14.88 / Avg: 15.06 / Max: 15.3Min: 32.73 / Avg: 33.1 / Max: 33.44Min: 33.73 / Avg: 33.89 / Max: 34.13Min: 32.35 / Avg: 33.06 / Max: 33.56Min: 27.88 / Avg: 27.97 / Max: 28.02

John The Ripper

This is a benchmark of John The Ripper, which is a password cracker. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgReal C/S, More Is BetterJohn The Ripper 1.9.0-jumbo-1Test: BlowfishXeon W-3275MXeon Silver 4216Xeon Platinum 8280Xeon Gold 6226RXeon Gold 5220RXeon Gold 5218EPYC 2 7R322 x Xeon Silver 42162 x Xeon Platinum 82802 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Gold 6226R2 x Xeon Gold 5220R20K40K60K80K100KSE +/- 149.28, N = 3SE +/- 24.29, N = 3SE +/- 99.39, N = 3SE +/- 60.93, N = 3SE +/- 77.98, N = 3SE +/- 6.03, N = 3SE +/- 203.51, N = 3SE +/- 91.33, N = 3SE +/- 700.53, N = 3SE +/- 78.50, N = 3SE +/- 465.66, N = 3SE +/- 24.01, N = 3SE +/- 107.83, N = 3SE +/- 111.31, N = 3SE +/- 12.50, N = 34032620424428642712625547214036647541021840847832777771709557088853485513241. (CC) gcc options: -m64 -lssl -lcrypto -fopenmp -lgmp -pthread -lm -lz -ldl -lcrypt -lbz2
OpenBenchmarking.orgReal C/S, More Is BetterJohn The Ripper 1.9.0-jumbo-1Test: BlowfishXeon W-3275MXeon Silver 4216Xeon Platinum 8280Xeon Gold 6226RXeon Gold 5220RXeon Gold 5218EPYC 2 7R322 x Xeon Silver 42162 x Xeon Platinum 82802 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Gold 6226R2 x Xeon Gold 5220R15K30K45K60K75KMin: 40071 / Avg: 40326.33 / Max: 40588Min: 20383 / Avg: 20423.67 / Max: 20467Min: 42674 / Avg: 42863.67 / Max: 43010Min: 27043 / Avg: 27126.33 / Max: 27245Min: 25414 / Avg: 25546.67 / Max: 25684Min: 21391 / Avg: 21403 / Max: 21410Min: 66240 / Avg: 66474.67 / Max: 66880Min: 40838 / Avg: 41020.67 / Max: 41112Min: 82930 / Avg: 84083.67 / Max: 85349Min: 78220 / Avg: 78327 / Max: 78480Min: 76870 / Avg: 77771.33 / Max: 78425Min: 70910 / Avg: 70955 / Max: 70992Min: 70675 / Avg: 70887.67 / Max: 71025Min: 53299 / Avg: 53485.33 / Max: 53684Min: 51304 / Avg: 51324 / Max: 513471. (CC) gcc options: -m64 -lssl -lcrypto -fopenmp -lgmp -pthread -lm -lz -ldl -lcrypt -lbz2

OpenBenchmarking.orgReal C/S, More Is BetterJohn The Ripper 1.9.0-jumbo-1Test: MD5Xeon W-3275MXeon Silver 4216Xeon Platinum 8280Xeon Gold 6226RXeon Gold 5220RXeon Gold 5218EPYC 2 7R322 x Xeon Silver 42162 x Xeon Platinum 82802 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Gold 6226R2 x Xeon Gold 5220R2M4M6M8M10MSE +/- 14294.52, N = 3SE +/- 1452.97, N = 3SE +/- 14468.36, N = 3SE +/- 11015.14, N = 3SE +/- 6806.86, N = 3SE +/- 8171.77, N = 3SE +/- 30550.50, N = 3SE +/- 4509.25, N = 3SE +/- 67263.16, N = 3SE +/- 39218.76, N = 3SE +/- 5783.12, N = 3SE +/- 11259.56, N = 3SE +/- 41921.89, N = 3SE +/- 17032.65, N = 3SE +/- 9643.65, N = 33654000189333340900002583000250600019126673972000376400078800007350667738833366083336554667497766748210001. (CC) gcc options: -m64 -lssl -lcrypto -fopenmp -lgmp -pthread -lm -lz -ldl -lcrypt -lbz2
OpenBenchmarking.orgReal C/S, More Is BetterJohn The Ripper 1.9.0-jumbo-1Test: MD5Xeon W-3275MXeon Silver 4216Xeon Platinum 8280Xeon Gold 6226RXeon Gold 5220RXeon Gold 5218EPYC 2 7R322 x Xeon Silver 42162 x Xeon Platinum 82802 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Gold 6226R2 x Xeon Gold 5220R1.4M2.8M4.2M5.6M7MMin: 3626000 / Avg: 3654000 / Max: 3673000Min: 1891000 / Avg: 1893333.33 / Max: 1896000Min: 4066000 / Avg: 4090000 / Max: 4116000Min: 2561000 / Avg: 2583000 / Max: 2595000Min: 2493000 / Avg: 2506000 / Max: 2516000Min: 1904000 / Avg: 1912666.67 / Max: 1929000Min: 3932000 / Avg: 3972000 / Max: 4032000Min: 3755000 / Avg: 3764000 / Max: 3769000Min: 7749000 / Avg: 7880000 / Max: 7972000Min: 7273000 / Avg: 7350666.67 / Max: 7399000Min: 7377000 / Avg: 7388333.33 / Max: 7396000Min: 6589000 / Avg: 6608333.33 / Max: 6628000Min: 6505000 / Avg: 6554666.67 / Max: 6638000Min: 4944000 / Avg: 4977666.67 / Max: 4999000Min: 4806000 / Avg: 4821000 / Max: 48390001. (CC) gcc options: -m64 -lssl -lcrypto -fopenmp -lgmp -pthread -lm -lz -ldl -lcrypt -lbz2

LAMMPS Molecular Dynamics Simulator

LAMMPS is a classical molecular dynamics code, and an acronym for Large-scale Atomic/Molecular Massively Parallel Simulator. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgns/day, More Is BetterLAMMPS Molecular Dynamics Simulator 9Jan2020Model: Rhodopsin ProteinXeon W-3275MXeon Silver 4216Xeon Platinum 8280Xeon Gold 6226RXeon Gold 5220RXeon Gold 5218EPYC 2 7R322 x Xeon Silver 42162 x Xeon Platinum 82802 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Gold 6226R2 x Xeon Gold 5220R612182430SE +/- 0.127, N = 15SE +/- 0.021, N = 3SE +/- 0.192, N = 3SE +/- 0.024, N = 3SE +/- 0.018, N = 3SE +/- 0.006, N = 3SE +/- 0.372, N = 15SE +/- 0.014, N = 3SE +/- 0.251, N = 14SE +/- 0.178, N = 3SE +/- 0.155, N = 3SE +/- 0.324, N = 3SE +/- 0.332, N = 3SE +/- 0.055, N = 3SE +/- 0.046, N = 314.5627.81015.31410.3259.5358.15820.82114.16124.78820.98422.30121.88722.53518.15017.378-ljpeg -lpng -lz-lpng -lz-lpng -lz-lpng -lz-lpng -lz-lpng -lz-lpng -lz-lpng -lz-lpng -lz-lpng -lz1. (CXX) g++ options: -O3 -rdynamic -lfftw3 -lm
OpenBenchmarking.orgns/day, More Is BetterLAMMPS Molecular Dynamics Simulator 9Jan2020Model: Rhodopsin ProteinXeon W-3275MXeon Silver 4216Xeon Platinum 8280Xeon Gold 6226RXeon Gold 5220RXeon Gold 5218EPYC 2 7R322 x Xeon Silver 42162 x Xeon Platinum 82802 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Gold 6226R2 x Xeon Gold 5220R612182430Min: 13.46 / Avg: 14.56 / Max: 15.2Min: 7.78 / Avg: 7.81 / Max: 7.85Min: 14.94 / Avg: 15.31 / Max: 15.57Min: 10.28 / Avg: 10.33 / Max: 10.36Min: 9.51 / Avg: 9.53 / Max: 9.57Min: 8.15 / Avg: 8.16 / Max: 8.17Min: 19.29 / Avg: 20.82 / Max: 24.09Min: 14.15 / Avg: 14.16 / Max: 14.19Min: 22 / Avg: 24.79 / Max: 25.33Min: 20.63 / Avg: 20.98 / Max: 21.21Min: 22.09 / Avg: 22.3 / Max: 22.6Min: 21.24 / Avg: 21.89 / Max: 22.21Min: 21.87 / Avg: 22.54 / Max: 22.9Min: 18.04 / Avg: 18.15 / Max: 18.21Min: 17.3 / Avg: 17.38 / Max: 17.461. (CXX) g++ options: -O3 -rdynamic -lfftw3 -lm

LuxCoreRender

LuxCoreRender is an open-source physically based renderer. This test profile is focused on running LuxCoreRender on the CPU as opposed to the OpenCL version. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgM samples/sec, More Is BetterLuxCoreRender 2.3Scene: DLSCXeon W-3275MXeon Silver 4216Xeon Platinum 8280Xeon Gold 6226RXeon Gold 5220RXeon Gold 5218EPYC 2 7R322 x Xeon Silver 42162 x Xeon Platinum 82802 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Gold 6226R2 x Xeon Gold 5220R246810SE +/- 0.0035, N = 3SE +/- 0.0165, N = 3SE +/- 0.0032, N = 3SE +/- 0.0145, N = 3SE +/- 0.0243, N = 3SE +/- 0.0034, N = 3SE +/- 0.0970, N = 3SE +/- 0.0265, N = 3SE +/- 0.0948, N = 3SE +/- 0.0164, N = 3SE +/- 0.0262, N = 3SE +/- 0.0279, N = 3SE +/- 0.0353, N = 3SE +/- 0.0036, N = 3SE +/- 0.0120, N = 33.53001.77003.79002.35002.32001.74007.28003.43007.19006.75006.73005.86005.88004.51834.4400MIN: 3.46 / MAX: 3.66MIN: 1.68 / MAX: 1.85MIN: 3.65 / MAX: 3.94MIN: 2.24 / MAX: 2.46MIN: 2.2 / MAX: 2.43MIN: 1.67 / MAX: 1.79MIN: 7.01 / MAX: 7.86MIN: 3.33 / MAX: 3.63MIN: 6.83 / MAX: 7.6MIN: 6.62 / MAX: 7.08MIN: 6.54 / MAX: 7.08MIN: 5.7 / MAX: 6.16MIN: 5.75 / MAX: 6.19MIN: 4.4 / MAX: 4.76MIN: 4.34 / MAX: 4.63
OpenBenchmarking.orgM samples/sec, More Is BetterLuxCoreRender 2.3Scene: DLSCXeon W-3275MXeon Silver 4216Xeon Platinum 8280Xeon Gold 6226RXeon Gold 5220RXeon Gold 5218EPYC 2 7R322 x Xeon Silver 42162 x Xeon Platinum 82802 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Gold 6226R2 x Xeon Gold 5220R3691215Min: 3.52 / Avg: 3.53 / Max: 3.53Min: 1.75 / Avg: 1.77 / Max: 1.8Min: 3.79 / Avg: 3.79 / Max: 3.79Min: 2.33 / Avg: 2.35 / Max: 2.38Min: 2.29 / Avg: 2.32 / Max: 2.36Min: 1.74 / Avg: 1.74 / Max: 1.75Min: 7.13 / Avg: 7.28 / Max: 7.46Min: 3.39 / Avg: 3.43 / Max: 3.48Min: 7 / Avg: 7.19 / Max: 7.31Min: 6.72 / Avg: 6.75 / Max: 6.78Min: 6.68 / Avg: 6.73 / Max: 6.76Min: 5.8 / Avg: 5.86 / Max: 5.9Min: 5.83 / Avg: 5.88 / Max: 5.95Min: 4.51 / Avg: 4.52 / Max: 4.53Min: 4.42 / Avg: 4.44 / Max: 4.46

OpenBenchmarking.orgM samples/sec, More Is BetterLuxCoreRender 2.3Scene: Rainbow Colors and PrismXeon W-3275MXeon Silver 4216Xeon Platinum 8280Xeon Gold 6226RXeon Gold 5220RXeon Gold 5218EPYC 2 7R322 x Xeon Silver 42162 x Xeon Platinum 82802 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Gold 6226R2 x Xeon Gold 5220R246810SE +/- 0.03, N = 15SE +/- 0.01, N = 3SE +/- 0.04, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.00, N = 3SE +/- 0.06, N = 3SE +/- 0.00, N = 3SE +/- 0.40, N = 15SE +/- 0.05, N = 3SE +/- 0.11, N = 15SE +/- 0.37, N = 15SE +/- 0.04, N = 3SE +/- 0.13, N = 15SE +/- 0.30, N = 123.791.884.112.512.481.888.123.657.157.317.095.526.404.324.46MIN: 3.45 / MAX: 3.89MIN: 1.84 / MAX: 1.92MIN: 3.96 / MAX: 4.16MIN: 2.44 / MAX: 2.56MIN: 2.4 / MAX: 2.53MIN: 1.85 / MAX: 1.92MIN: 7.87 / MAX: 8.3MIN: 3.56 / MAX: 3.67MIN: 2.92 / MAX: 8.11MIN: 6.62 / MAX: 7.52MIN: 5.64 / MAX: 7.47MIN: 2.11 / MAX: 6.54MIN: 5.65 / MAX: 6.54MIN: 2.71 / MAX: 4.87MIN: 1.23 / MAX: 4.91
OpenBenchmarking.orgM samples/sec, More Is BetterLuxCoreRender 2.3Scene: Rainbow Colors and PrismXeon W-3275MXeon Silver 4216Xeon Platinum 8280Xeon Gold 6226RXeon Gold 5220RXeon Gold 5218EPYC 2 7R322 x Xeon Silver 42162 x Xeon Platinum 82802 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Gold 6226R2 x Xeon Gold 5220R3691215Min: 3.48 / Avg: 3.79 / Max: 3.88Min: 1.88 / Avg: 1.88 / Max: 1.89Min: 4.03 / Avg: 4.11 / Max: 4.16Min: 2.49 / Avg: 2.51 / Max: 2.53Min: 2.45 / Avg: 2.48 / Max: 2.5Min: 1.88 / Avg: 1.88 / Max: 1.88Min: 8 / Avg: 8.12 / Max: 8.18Min: 3.64 / Avg: 3.65 / Max: 3.65Min: 2.98 / Avg: 7.15 / Max: 7.98Min: 7.22 / Avg: 7.31 / Max: 7.41Min: 5.76 / Avg: 7.09 / Max: 7.37Min: 2.21 / Avg: 5.52 / Max: 6.46Min: 6.34 / Avg: 6.4 / Max: 6.47Min: 2.88 / Avg: 4.32 / Max: 4.83Min: 1.25 / Avg: 4.46 / Max: 4.88

lzbench

lzbench is an in-memory benchmark of various compressors. The file used for compression is a Linux kernel source tree tarball. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMB/s, More Is Betterlzbench 1.8Test: Zstd 1 - Process: CompressionXeon W-3275MXeon Silver 4216Xeon Platinum 8280Xeon Gold 6226RXeon Gold 5220RXeon Gold 5218EPYC 2 7R322 x Xeon Silver 42162 x Xeon Platinum 82802 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Gold 6226R2 x Xeon Gold 5220R110220330440550SE +/- 1.00, N = 3SE +/- 0.58, N = 3SE +/- 2.33, N = 3SE +/- 2.33, N = 35083654574454444464183594494434394073994374371. (CXX) g++ options: -pthread -fomit-frame-pointer -fstrict-aliasing -ffast-math -O3
OpenBenchmarking.orgMB/s, More Is Betterlzbench 1.8Test: Zstd 1 - Process: CompressionXeon W-3275MXeon Silver 4216Xeon Platinum 8280Xeon Gold 6226RXeon Gold 5220RXeon Gold 5218EPYC 2 7R322 x Xeon Silver 42162 x Xeon Platinum 82802 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Gold 6226R2 x Xeon Gold 5220R90180270360450Min: 506 / Avg: 508 / Max: 509Min: 456 / Avg: 457 / Max: 458Min: 402 / Avg: 406.67 / Max: 409Min: 394 / Avg: 398.67 / Max: 4011. (CXX) g++ options: -pthread -fomit-frame-pointer -fstrict-aliasing -ffast-math -O3

OpenBenchmarking.orgMB/s, More Is Betterlzbench 1.8Test: Zstd 1 - Process: DecompressionXeon W-3275MXeon Silver 4216Xeon Platinum 8280Xeon Gold 6226RXeon Gold 5220RXeon Gold 5218EPYC 2 7R322 x Xeon Silver 42162 x Xeon Platinum 82802 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Gold 6226R2 x Xeon Gold 5220R30060090012001500SE +/- 2.65, N = 3SE +/- 0.33, N = 3SE +/- 1.33, N = 3SE +/- 2.00, N = 3SE +/- 0.33, N = 3SE +/- 0.67, N = 3SE +/- 0.67, N = 3SE +/- 0.67, N = 3SE +/- 0.67, N = 312999731212118211801184114894311681090109910321027114111471. (CXX) g++ options: -pthread -fomit-frame-pointer -fstrict-aliasing -ffast-math -O3
OpenBenchmarking.orgMB/s, More Is Betterlzbench 1.8Test: Zstd 1 - Process: DecompressionXeon W-3275MXeon Silver 4216Xeon Platinum 8280Xeon Gold 6226RXeon Gold 5220RXeon Gold 5218EPYC 2 7R322 x Xeon Silver 42162 x Xeon Platinum 82802 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Gold 6226R2 x Xeon Gold 5220R2004006008001000Min: 1294 / Avg: 1299 / Max: 1303Min: 1183 / Avg: 1183.67 / Max: 1184Min: 940 / Avg: 942.67 / Max: 944Min: 1164 / Avg: 1168 / Max: 1170Min: 1098 / Avg: 1098.67 / Max: 1099Min: 1031 / Avg: 1032.33 / Max: 1033Min: 1026 / Avg: 1027.33 / Max: 1028Min: 1140 / Avg: 1140.67 / Max: 1142Min: 1146 / Avg: 1146.67 / Max: 11481. (CXX) g++ options: -pthread -fomit-frame-pointer -fstrict-aliasing -ffast-math -O3

OpenBenchmarking.orgMB/s, More Is Betterlzbench 1.8Test: Zstd 8 - Process: CompressionXeon W-3275MXeon Silver 4216Xeon Platinum 8280Xeon Gold 6226RXeon Gold 5220RXeon Gold 5218EPYC 2 7R322 x Xeon Silver 42162 x Xeon Platinum 82802 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Gold 6226R2 x Xeon Gold 5220R204060801008464777476748363757573716972741. (CXX) g++ options: -pthread -fomit-frame-pointer -fstrict-aliasing -ffast-math -O3

OpenBenchmarking.orgMB/s, More Is Betterlzbench 1.8Test: Zstd 8 - Process: DecompressionXeon W-3275MXeon Silver 4216Xeon Platinum 8280Xeon Gold 6226RXeon Gold 5220RXeon Gold 5218EPYC 2 7R322 x Xeon Silver 42162 x Xeon Platinum 82802 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Gold 6226R2 x Xeon Gold 5220R30060090012001500SE +/- 1.45, N = 3SE +/- 1.53, N = 3SE +/- 0.58, N = 3SE +/- 0.33, N = 3SE +/- 1.33, N = 3SE +/- 1.86, N = 3SE +/- 1.53, N = 3SE +/- 0.67, N = 3SE +/- 11.50, N = 3SE +/- 1.53, N = 3SE +/- 1.53, N = 3129899812241193119411951266930112499910539661011110011011. (CXX) g++ options: -pthread -fomit-frame-pointer -fstrict-aliasing -ffast-math -O3
OpenBenchmarking.orgMB/s, More Is Betterlzbench 1.8Test: Zstd 8 - Process: DecompressionXeon W-3275MXeon Silver 4216Xeon Platinum 8280Xeon Gold 6226RXeon Gold 5220RXeon Gold 5218EPYC 2 7R322 x Xeon Silver 42162 x Xeon Platinum 82802 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Gold 6226R2 x Xeon Gold 5220R2004006008001000Min: 1296 / Avg: 1298.33 / Max: 1301Min: 995 / Avg: 998 / Max: 1000Min: 1223 / Avg: 1224 / Max: 1225Min: 1194 / Avg: 1194.33 / Max: 1195Min: 1192 / Avg: 1194.67 / Max: 1196Min: 928 / Avg: 930.33 / Max: 934Min: 1122 / Avg: 1124 / Max: 1127Min: 998 / Avg: 998.67 / Max: 1000Min: 943 / Avg: 966 / Max: 978Min: 1009 / Avg: 1011 / Max: 1014Min: 1098 / Avg: 1101 / Max: 11031. (CXX) g++ options: -pthread -fomit-frame-pointer -fstrict-aliasing -ffast-math -O3

OpenBenchmarking.orgMB/s, More Is Betterlzbench 1.8Test: Crush 0 - Process: CompressionXeon W-3275MXeon Silver 4216Xeon Platinum 8280Xeon Gold 6226RXeon Gold 5220RXeon Gold 5218EPYC 2 7R322 x Xeon Silver 42162 x Xeon Platinum 82802 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Gold 6226R2 x Xeon Gold 5220R20406080100SE +/- 1.00, N = 3SE +/- 0.33, N = 3SE +/- 0.33, N = 3SE +/- 0.33, N = 3SE +/- 0.58, N = 3SE +/- 0.33, N = 3SE +/- 0.33, N = 3109821019598968180969594868891931. (CXX) g++ options: -pthread -fomit-frame-pointer -fstrict-aliasing -ffast-math -O3
OpenBenchmarking.orgMB/s, More Is Betterlzbench 1.8Test: Crush 0 - Process: CompressionXeon W-3275MXeon Silver 4216Xeon Platinum 8280Xeon Gold 6226RXeon Gold 5220RXeon Gold 5218EPYC 2 7R322 x Xeon Silver 42162 x Xeon Platinum 82802 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Gold 6226R2 x Xeon Gold 5220R20406080100Min: 108 / Avg: 109 / Max: 111Min: 100 / Avg: 100.67 / Max: 101Min: 97 / Avg: 97.67 / Max: 98Min: 95 / Avg: 95.67 / Max: 96Min: 80 / Avg: 81 / Max: 82Min: 87 / Avg: 87.67 / Max: 88Min: 93 / Avg: 93.33 / Max: 941. (CXX) g++ options: -pthread -fomit-frame-pointer -fstrict-aliasing -ffast-math -O3

OpenBenchmarking.orgMB/s, More Is Betterlzbench 1.8Test: Crush 0 - Process: DecompressionXeon W-3275MXeon Silver 4216Xeon Platinum 8280Xeon Gold 6226RXeon Gold 5220RXeon Gold 5218EPYC 2 7R322 x Xeon Silver 42162 x Xeon Platinum 82802 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Gold 6226R2 x Xeon Gold 5220R110220330440550SE +/- 0.33, N = 35093534404294284303803444284324343963944184191. (CXX) g++ options: -pthread -fomit-frame-pointer -fstrict-aliasing -ffast-math -O3
OpenBenchmarking.orgMB/s, More Is Betterlzbench 1.8Test: Crush 0 - Process: DecompressionXeon W-3275MXeon Silver 4216Xeon Platinum 8280Xeon Gold 6226RXeon Gold 5220RXeon Gold 5218EPYC 2 7R322 x Xeon Silver 42162 x Xeon Platinum 82802 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Gold 6226R2 x Xeon Gold 5220R90180270360450Min: 428 / Avg: 428.33 / Max: 4291. (CXX) g++ options: -pthread -fomit-frame-pointer -fstrict-aliasing -ffast-math -O3

OpenBenchmarking.orgMB/s, More Is Betterlzbench 1.8Test: Brotli 2 - Process: CompressionXeon W-3275MXeon Silver 4216Xeon Platinum 8280Xeon Gold 6226RXeon Gold 5220RXeon Gold 5218EPYC 2 7R322 x Xeon Silver 42162 x Xeon Platinum 82802 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Gold 6226R2 x Xeon Gold 5220R4080120160200SE +/- 0.33, N = 3SE +/- 0.33, N = 3SE +/- 0.67, N = 3SE +/- 0.58, N = 3SE +/- 0.33, N = 3SE +/- 1.33, N = 31961461811761761761651421761721701591571721721. (CXX) g++ options: -pthread -fomit-frame-pointer -fstrict-aliasing -ffast-math -O3
OpenBenchmarking.orgMB/s, More Is Betterlzbench 1.8Test: Brotli 2 - Process: CompressionXeon W-3275MXeon Silver 4216Xeon Platinum 8280Xeon Gold 6226RXeon Gold 5220RXeon Gold 5218EPYC 2 7R322 x Xeon Silver 42162 x Xeon Platinum 82802 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Gold 6226R2 x Xeon Gold 5220R4080120160200Min: 196 / Avg: 196.33 / Max: 197Min: 175 / Avg: 175.67 / Max: 176Min: 164 / Avg: 165.33 / Max: 166Min: 141 / Avg: 142 / Max: 143Min: 172 / Avg: 172.33 / Max: 173Min: 154 / Avg: 156.67 / Max: 1581. (CXX) g++ options: -pthread -fomit-frame-pointer -fstrict-aliasing -ffast-math -O3

OpenBenchmarking.orgMB/s, More Is Betterlzbench 1.8Test: Brotli 2 - Process: DecompressionXeon W-3275MXeon Silver 4216Xeon Platinum 8280Xeon Gold 6226RXeon Gold 5220RXeon Gold 5218EPYC 2 7R322 x Xeon Silver 42162 x Xeon Platinum 82802 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Gold 6226R2 x Xeon Gold 5220R160320480640800SE +/- 1.45, N = 3SE +/- 0.67, N = 3SE +/- 0.67, N = 3SE +/- 0.88, N = 3SE +/- 5.03, N = 3SE +/- 0.67, N = 3SE +/- 0.88, N = 3SE +/- 1.33, N = 3SE +/- 1.00, N = 3SE +/- 1.20, N = 3SE +/- 0.33, N = 3SE +/- 0.33, N = 37215426736536516555645096235825925435516086131. (CXX) g++ options: -pthread -fomit-frame-pointer -fstrict-aliasing -ffast-math -O3
OpenBenchmarking.orgMB/s, More Is Betterlzbench 1.8Test: Brotli 2 - Process: DecompressionXeon W-3275MXeon Silver 4216Xeon Platinum 8280Xeon Gold 6226RXeon Gold 5220RXeon Gold 5218EPYC 2 7R322 x Xeon Silver 42162 x Xeon Platinum 82802 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Gold 6226R2 x Xeon Gold 5220R130260390520650Min: 719 / Avg: 721.33 / Max: 724Min: 541 / Avg: 542.33 / Max: 543Min: 672 / Avg: 673.33 / Max: 674Min: 652 / Avg: 653.33 / Max: 655Min: 641 / Avg: 651 / Max: 657Min: 654 / Avg: 654.67 / Max: 656Min: 562 / Avg: 563.67 / Max: 565Min: 620 / Avg: 622.67 / Max: 624Min: 580 / Avg: 582 / Max: 583Min: 590 / Avg: 591.67 / Max: 594Min: 543 / Avg: 543.33 / Max: 544Min: 550 / Avg: 550.67 / Max: 5511. (CXX) g++ options: -pthread -fomit-frame-pointer -fstrict-aliasing -ffast-math -O3

MKL-DNN DNNL

This is a test of the Intel MKL-DNN (DNNL / Deep Neural Network Library) as an Intel-optimized library for Deep Neural Networks and making use of its built-in benchdnn functionality. The result is the total perf time reported. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgms, Fewer Is BetterMKL-DNN DNNL 1.1Harness: IP Batch 1D - Data Type: f32Xeon W-3275MXeon Silver 4216Xeon Platinum 8280Xeon Gold 6226RXeon Gold 5220RXeon Gold 5218EPYC 2 7R322 x Xeon Silver 42162 x Xeon Platinum 82802 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Gold 6226R2 x Xeon Gold 5220R1.16252.3253.48754.655.8125SE +/- 0.00575, N = 3SE +/- 0.01398, N = 3SE +/- 0.01072, N = 3SE +/- 0.00644, N = 3SE +/- 0.01148, N = 3SE +/- 0.02145, N = 3SE +/- 0.00673, N = 3SE +/- 0.01245, N = 3SE +/- 0.01437, N = 15SE +/- 0.00571, N = 3SE +/- 0.02693, N = 15SE +/- 0.01953, N = 3SE +/- 0.01483, N = 15SE +/- 0.01296, N = 3SE +/- 0.02205, N = 152.867155.166582.394514.413664.499854.756961.675602.666991.639861.635991.959921.537291.576872.189752.23009MIN: 2.53MIN: 4.71MIN: 2.28MIN: 3.68MIN: 4.19MIN: 4.33MIN: 1.59MIN: 2.31MIN: 1.39MIN: 1.41MIN: 1.37MIN: 1.39MIN: 1.29MIN: 1.86MIN: 1.821. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl
OpenBenchmarking.orgms, Fewer Is BetterMKL-DNN DNNL 1.1Harness: IP Batch 1D - Data Type: f32Xeon W-3275MXeon Silver 4216Xeon Platinum 8280Xeon Gold 6226RXeon Gold 5220RXeon Gold 5218EPYC 2 7R322 x Xeon Silver 42162 x Xeon Platinum 82802 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Gold 6226R2 x Xeon Gold 5220R246810Min: 2.86 / Avg: 2.87 / Max: 2.88Min: 5.14 / Avg: 5.17 / Max: 5.18Min: 2.38 / Avg: 2.39 / Max: 2.42Min: 4.41 / Avg: 4.41 / Max: 4.43Min: 4.49 / Avg: 4.5 / Max: 4.52Min: 4.72 / Avg: 4.76 / Max: 4.79Min: 1.66 / Avg: 1.68 / Max: 1.69Min: 2.65 / Avg: 2.67 / Max: 2.69Min: 1.54 / Avg: 1.64 / Max: 1.74Min: 1.63 / Avg: 1.64 / Max: 1.65Min: 1.81 / Avg: 1.96 / Max: 2.1Min: 1.51 / Avg: 1.54 / Max: 1.57Min: 1.5 / Avg: 1.58 / Max: 1.69Min: 2.17 / Avg: 2.19 / Max: 2.22Min: 2.07 / Avg: 2.23 / Max: 2.351. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl

OpenBenchmarking.orgms, Fewer Is BetterMKL-DNN DNNL 1.1Harness: IP Batch All - Data Type: f32Xeon W-3275MXeon Silver 4216Xeon Platinum 8280Xeon Gold 6226RXeon Gold 5220RXeon Gold 5218EPYC 2 7R322 x Xeon Silver 42162 x Xeon Platinum 82802 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Gold 6226R2 x Xeon Gold 5220R510152025SE +/- 0.10112, N = 3SE +/- 0.01401, N = 3SE +/- 0.00854, N = 3SE +/- 0.01593, N = 3SE +/- 0.00905, N = 3SE +/- 0.02892, N = 3SE +/- 0.01277, N = 3SE +/- 0.05182, N = 3SE +/- 0.01419, N = 3SE +/- 0.00546, N = 3SE +/- 0.07053, N = 3SE +/- 0.00603, N = 3SE +/- 0.03588, N = 3SE +/- 0.06373, N = 3SE +/- 0.02232, N = 37.5443910.193006.795098.842338.907959.309598.8839011.421509.5246612.6820019.103006.658429.9766910.5239010.63480MIN: 6.71MIN: 9.79MIN: 6.68MIN: 8.73MIN: 8.69MIN: 9.16MIN: 8.36MIN: 11.02MIN: 9.28MIN: 12.39MIN: 18.63MIN: 6.25MIN: 9.62MIN: 10.17MIN: 10.261. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl
OpenBenchmarking.orgms, Fewer Is BetterMKL-DNN DNNL 1.1Harness: IP Batch All - Data Type: f32Xeon W-3275MXeon Silver 4216Xeon Platinum 8280Xeon Gold 6226RXeon Gold 5220RXeon Gold 5218EPYC 2 7R322 x Xeon Silver 42162 x Xeon Platinum 82802 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Gold 6226R2 x Xeon Gold 5220R510152025Min: 7.41 / Avg: 7.54 / Max: 7.74Min: 10.17 / Avg: 10.19 / Max: 10.22Min: 6.79 / Avg: 6.8 / Max: 6.81Min: 8.82 / Avg: 8.84 / Max: 8.87Min: 8.9 / Avg: 8.91 / Max: 8.93Min: 9.26 / Avg: 9.31 / Max: 9.36Min: 8.87 / Avg: 8.88 / Max: 8.91Min: 11.34 / Avg: 11.42 / Max: 11.52Min: 9.51 / Avg: 9.52 / Max: 9.55Min: 12.67 / Avg: 12.68 / Max: 12.69Min: 18.99 / Avg: 19.1 / Max: 19.23Min: 6.65 / Avg: 6.66 / Max: 6.67Min: 9.91 / Avg: 9.98 / Max: 10.02Min: 10.4 / Avg: 10.52 / Max: 10.61Min: 10.61 / Avg: 10.63 / Max: 10.681. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl

OpenBenchmarking.orgms, Fewer Is BetterMKL-DNN DNNL 1.1Harness: IP Batch All - Data Type: u8s8f32Xeon W-3275MXeon Silver 4216Xeon Platinum 8280Xeon Gold 6226RXeon Gold 5220RXeon Gold 5218EPYC 2 7R322 x Xeon Silver 42162 x Xeon Platinum 82802 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Gold 6226R2 x Xeon Gold 5220R306090120150SE +/- 0.03226, N = 3SE +/- 0.03131, N = 3SE +/- 0.00398, N = 3SE +/- 0.01160, N = 3SE +/- 0.02448, N = 3SE +/- 0.00870, N = 3SE +/- 0.23997, N = 3SE +/- 0.04012, N = 3SE +/- 0.04146, N = 4SE +/- 0.01731, N = 3SE +/- 0.06319, N = 3SE +/- 0.00908, N = 3SE +/- 0.01481, N = 3SE +/- 0.03959, N = 3SE +/- 0.03777, N = 33.592185.592753.231214.538214.610544.83875149.339004.826033.110023.847465.367082.781933.048664.117794.08605MIN: 144.741. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl
OpenBenchmarking.orgms, Fewer Is BetterMKL-DNN DNNL 1.1Harness: IP Batch All - Data Type: u8s8f32Xeon W-3275MXeon Silver 4216Xeon Platinum 8280Xeon Gold 6226RXeon Gold 5220RXeon Gold 5218EPYC 2 7R322 x Xeon Silver 42162 x Xeon Platinum 82802 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Gold 6226R2 x Xeon Gold 5220R306090120150Min: 3.53 / Avg: 3.59 / Max: 3.63Min: 5.53 / Avg: 5.59 / Max: 5.64Min: 3.23 / Avg: 3.23 / Max: 3.24Min: 4.52 / Avg: 4.54 / Max: 4.56Min: 4.56 / Avg: 4.61 / Max: 4.64Min: 4.82 / Avg: 4.84 / Max: 4.85Min: 148.88 / Avg: 149.34 / Max: 149.7Min: 4.76 / Avg: 4.83 / Max: 4.89Min: 3 / Avg: 3.11 / Max: 3.2Min: 3.81 / Avg: 3.85 / Max: 3.87Min: 5.3 / Avg: 5.37 / Max: 5.49Min: 2.76 / Avg: 2.78 / Max: 2.8Min: 3.02 / Avg: 3.05 / Max: 3.08Min: 4.06 / Avg: 4.12 / Max: 4.19Min: 4.01 / Avg: 4.09 / Max: 4.141. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl

OpenBenchmarking.orgms, Fewer Is BetterMKL-DNN DNNL 1.1Harness: IP Batch 1D - Data Type: bf16bf16bf16Xeon W-3275MXeon Silver 4216Xeon Platinum 8280Xeon Gold 6226RXeon Gold 5220RXeon Gold 52182 x Xeon Silver 42162 x Xeon Platinum 82802 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Gold 6226R2 x Xeon Gold 5220R3691215SE +/- 0.02664, N = 3SE +/- 0.02765, N = 3SE +/- 0.00377, N = 3SE +/- 0.00265, N = 3SE +/- 0.02077, N = 3SE +/- 0.00212, N = 3SE +/- 0.01534, N = 3SE +/- 0.01183, N = 3SE +/- 0.00386, N = 3SE +/- 0.00988, N = 3SE +/- 0.00913, N = 3SE +/- 0.00431, N = 3SE +/- 0.00482, N = 3SE +/- 0.02081, N = 35.5630410.901404.831705.714398.685908.827105.565003.659644.060414.103694.464404.489183.212815.72791MIN: 5.04MIN: 10.12MIN: 4.76MIN: 5.6MIN: 8.38MIN: 8.65MIN: 5.18MIN: 3.47MIN: 3.85MIN: 3.91MIN: 4.28MIN: 4.31MIN: 2.99MIN: 5.561. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl
OpenBenchmarking.orgms, Fewer Is BetterMKL-DNN DNNL 1.1Harness: IP Batch 1D - Data Type: bf16bf16bf16Xeon W-3275MXeon Silver 4216Xeon Platinum 8280Xeon Gold 6226RXeon Gold 5220RXeon Gold 52182 x Xeon Silver 42162 x Xeon Platinum 82802 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Gold 6226R2 x Xeon Gold 5220R3691215Min: 5.51 / Avg: 5.56 / Max: 5.59Min: 10.85 / Avg: 10.9 / Max: 10.94Min: 4.82 / Avg: 4.83 / Max: 4.84Min: 5.71 / Avg: 5.71 / Max: 5.72Min: 8.64 / Avg: 8.69 / Max: 8.71Min: 8.82 / Avg: 8.83 / Max: 8.83Min: 5.54 / Avg: 5.57 / Max: 5.59Min: 3.64 / Avg: 3.66 / Max: 3.68Min: 4.06 / Avg: 4.06 / Max: 4.07Min: 4.09 / Avg: 4.1 / Max: 4.12Min: 4.45 / Avg: 4.46 / Max: 4.48Min: 4.48 / Avg: 4.49 / Max: 4.49Min: 3.2 / Avg: 3.21 / Max: 3.22Min: 5.71 / Avg: 5.73 / Max: 5.771. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl

OpenBenchmarking.orgms, Fewer Is BetterMKL-DNN DNNL 1.1Harness: Convolution Batch conv_all - Data Type: f32Xeon W-3275MXeon Silver 4216Xeon Platinum 8280Xeon Gold 6226RXeon Gold 5220RXeon Gold 5218EPYC 2 7R322 x Xeon Silver 42162 x Xeon Platinum 82802 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Gold 6226R2 x Xeon Gold 5220R7001400210028003500SE +/- 0.68, N = 3SE +/- 1.30, N = 3SE +/- 0.39, N = 3SE +/- 0.59, N = 3SE +/- 1.16, N = 3SE +/- 0.47, N = 3SE +/- 2.05, N = 3SE +/- 1.69, N = 3SE +/- 0.78, N = 3SE +/- 5.95, N = 3SE +/- 7.07, N = 3SE +/- 0.29, N = 3SE +/- 0.29, N = 3SE +/- 0.79, N = 3SE +/- 0.29, N = 3878.393129.93765.751227.071948.772363.00710.141578.24496.82650.981206.22461.94559.47694.32999.54MIN: 819.94MIN: 3085.85MIN: 755.35MIN: 1218.34MIN: 1927.2MIN: 2357.87MIN: 700.52MIN: 1571.3MIN: 639.1MIN: 1181.19MIN: 553.8MIN: 686.24MIN: 995.711. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl
OpenBenchmarking.orgms, Fewer Is BetterMKL-DNN DNNL 1.1Harness: Convolution Batch conv_all - Data Type: f32Xeon W-3275MXeon Silver 4216Xeon Platinum 8280Xeon Gold 6226RXeon Gold 5220RXeon Gold 5218EPYC 2 7R322 x Xeon Silver 42162 x Xeon Platinum 82802 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Gold 6226R2 x Xeon Gold 5220R5001000150020002500Min: 877.4 / Avg: 878.39 / Max: 879.69Min: 3127.45 / Avg: 3129.93 / Max: 3131.87Min: 765.14 / Avg: 765.75 / Max: 766.49Min: 1226.38 / Avg: 1227.07 / Max: 1228.24Min: 1946.47 / Avg: 1948.77 / Max: 1950.16Min: 2362.17 / Avg: 2363 / Max: 2363.81Min: 706.04 / Avg: 710.14 / Max: 712.25Min: 1575.89 / Avg: 1578.24 / Max: 1581.52Min: 495.3 / Avg: 496.82 / Max: 497.87Min: 644.85 / Avg: 650.98 / Max: 662.89Min: 1192.1 / Avg: 1206.22 / Max: 1214.06Min: 461.61 / Avg: 461.94 / Max: 462.5Min: 558.88 / Avg: 559.47 / Max: 559.78Min: 692.88 / Avg: 694.32 / Max: 695.62Min: 999.25 / Avg: 999.54 / Max: 1000.121. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl

OpenBenchmarking.orgms, Fewer Is BetterMKL-DNN DNNL 1.1Harness: Convolution Batch conv_3d - Data Type: u8s8f32Xeon W-3275MXeon Silver 4216Xeon Platinum 8280Xeon Gold 6226RXeon Gold 5220RXeon Gold 5218EPYC 2 7R322 x Xeon Silver 42162 x Xeon Platinum 82802 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Gold 6226R2 x Xeon Gold 5220R3K6K9K12K15KSE +/- 41.02, N = 3SE +/- 13.03, N = 3SE +/- 11.11, N = 3SE +/- 9.11, N = 3SE +/- 11.33, N = 3SE +/- 2.59, N = 3SE +/- 25.92, N = 3SE +/- 109.20, N = 3SE +/- 7.97, N = 3SE +/- 0.59, N = 3SE +/- 4.78, N = 3SE +/- 11.90, N = 3SE +/- 7.22, N = 3SE +/- 10.40, N = 3SE +/- 3.52, N = 36183.1112300.305919.949374.609696.9211821.303076.766329.943005.483252.483250.893548.603551.384821.244896.41MIN: 5934.01MIN: 12254MIN: 5895.99MIN: 9350.22MIN: 9656.48MIN: 11811.3MIN: 3011.81MIN: 6190.58MIN: 2934.55MIN: 3175.14MIN: 3176.52MIN: 3529.41MIN: 3527.13MIN: 4760.44MIN: 4854.071. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl
OpenBenchmarking.orgms, Fewer Is BetterMKL-DNN DNNL 1.1Harness: Convolution Batch conv_3d - Data Type: u8s8f32Xeon W-3275MXeon Silver 4216Xeon Platinum 8280Xeon Gold 6226RXeon Gold 5220RXeon Gold 5218EPYC 2 7R322 x Xeon Silver 42162 x Xeon Platinum 82802 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Gold 6226R2 x Xeon Gold 5220R2K4K6K8K10KMin: 6101.37 / Avg: 6183.11 / Max: 6230.15Min: 12276.3 / Avg: 12300.27 / Max: 12321.1Min: 5908.76 / Avg: 5919.94 / Max: 5942.15Min: 9357.68 / Avg: 9374.6 / Max: 9388.89Min: 9679.29 / Avg: 9696.92 / Max: 9718.07Min: 11817.7 / Avg: 11821.27 / Max: 11826.3Min: 3025.64 / Avg: 3076.76 / Max: 3109.75Min: 6214.71 / Avg: 6329.94 / Max: 6548.22Min: 2989.81 / Avg: 3005.48 / Max: 3015.87Min: 3251.32 / Avg: 3252.48 / Max: 3253.21Min: 3241.39 / Avg: 3250.89 / Max: 3256.56Min: 3534.72 / Avg: 3548.6 / Max: 3572.27Min: 3541.71 / Avg: 3551.38 / Max: 3565.51Min: 4810.42 / Avg: 4821.24 / Max: 4842.04Min: 4889.36 / Avg: 4896.41 / Max: 4900.091. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl

OpenBenchmarking.orgms, Fewer Is BetterMKL-DNN DNNL 1.1Harness: Deconvolution Batch deconv_1d - Data Type: f32Xeon W-3275MXeon Silver 4216Xeon Platinum 8280Xeon Gold 6226RXeon Gold 5220RXeon Gold 5218EPYC 2 7R322 x Xeon Silver 42162 x Xeon Platinum 82802 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Gold 6226R2 x Xeon Gold 5220R1.19492.38983.58474.77965.9745SE +/- 0.01273, N = 3SE +/- 0.01140, N = 3SE +/- 0.00157, N = 3SE +/- 0.00272, N = 3SE +/- 0.00527, N = 3SE +/- 0.00570, N = 3SE +/- 0.01972, N = 3SE +/- 0.00576, N = 3SE +/- 0.00318, N = 3SE +/- 0.00024, N = 3SE +/- 0.00979, N = 3SE +/- 0.00066, N = 3SE +/- 0.00693, N = 3SE +/- 0.00475, N = 3SE +/- 0.00174, N = 31.745155.310871.462322.231263.364323.994882.225403.065901.240291.251161.331091.225891.257951.497242.12680MIN: 1.55MIN: 5.16MIN: 1.44MIN: 2.17MIN: 3.3MIN: 3.95MIN: 2.11MIN: 2.99MIN: 1.17MIN: 1.19MIN: 1.26MIN: 1.18MIN: 1.2MIN: 1.43MIN: 2.061. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl
OpenBenchmarking.orgms, Fewer Is BetterMKL-DNN DNNL 1.1Harness: Deconvolution Batch deconv_1d - Data Type: f32Xeon W-3275MXeon Silver 4216Xeon Platinum 8280Xeon Gold 6226RXeon Gold 5220RXeon Gold 5218EPYC 2 7R322 x Xeon Silver 42162 x Xeon Platinum 82802 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Gold 6226R2 x Xeon Gold 5220R246810Min: 1.73 / Avg: 1.75 / Max: 1.77Min: 5.29 / Avg: 5.31 / Max: 5.33Min: 1.46 / Avg: 1.46 / Max: 1.47Min: 2.23 / Avg: 2.23 / Max: 2.24Min: 3.36 / Avg: 3.36 / Max: 3.37Min: 3.98 / Avg: 3.99 / Max: 4Min: 2.19 / Avg: 2.23 / Max: 2.26Min: 3.06 / Avg: 3.07 / Max: 3.08Min: 1.23 / Avg: 1.24 / Max: 1.25Min: 1.25 / Avg: 1.25 / Max: 1.25Min: 1.32 / Avg: 1.33 / Max: 1.35Min: 1.22 / Avg: 1.23 / Max: 1.23Min: 1.25 / Avg: 1.26 / Max: 1.27Min: 1.49 / Avg: 1.5 / Max: 1.5Min: 2.12 / Avg: 2.13 / Max: 2.131. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl

OpenBenchmarking.orgms, Fewer Is BetterMKL-DNN DNNL 1.1Harness: Deconvolution Batch deconv_3d - Data Type: f32Xeon W-3275MXeon Silver 4216Xeon Platinum 8280Xeon Gold 6226RXeon Gold 5220RXeon Gold 5218EPYC 2 7R322 x Xeon Silver 42162 x Xeon Platinum 82802 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Gold 6226R2 x Xeon Gold 5220R246810SE +/- 0.01801, N = 3SE +/- 0.01443, N = 3SE +/- 0.00032, N = 3SE +/- 0.00634, N = 3SE +/- 0.01927, N = 3SE +/- 0.01731, N = 3SE +/- 0.00603, N = 3SE +/- 0.00590, N = 3SE +/- 0.00373, N = 3SE +/- 0.00132, N = 3SE +/- 0.00161, N = 3SE +/- 0.00388, N = 3SE +/- 0.00118, N = 3SE +/- 0.00200, N = 3SE +/- 0.00092, N = 32.275267.636461.962793.130064.889665.804202.204713.855121.136081.172781.173851.263951.266491.707492.69700MIN: 2.12MIN: 7.57MIN: 1.95MIN: 3.1MIN: 4.84MIN: 5.77MIN: 2.14MIN: 3.82MIN: 2.661. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl
OpenBenchmarking.orgms, Fewer Is BetterMKL-DNN DNNL 1.1Harness: Deconvolution Batch deconv_3d - Data Type: f32Xeon W-3275MXeon Silver 4216Xeon Platinum 8280Xeon Gold 6226RXeon Gold 5220RXeon Gold 5218EPYC 2 7R322 x Xeon Silver 42162 x Xeon Platinum 82802 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Gold 6226R2 x Xeon Gold 5220R3691215Min: 2.25 / Avg: 2.28 / Max: 2.31Min: 7.61 / Avg: 7.64 / Max: 7.66Min: 1.96 / Avg: 1.96 / Max: 1.96Min: 3.12 / Avg: 3.13 / Max: 3.14Min: 4.87 / Avg: 4.89 / Max: 4.93Min: 5.78 / Avg: 5.8 / Max: 5.84Min: 2.2 / Avg: 2.2 / Max: 2.22Min: 3.84 / Avg: 3.86 / Max: 3.86Min: 1.13 / Avg: 1.14 / Max: 1.14Min: 1.17 / Avg: 1.17 / Max: 1.18Min: 1.17 / Avg: 1.17 / Max: 1.18Min: 1.26 / Avg: 1.26 / Max: 1.27Min: 1.26 / Avg: 1.27 / Max: 1.27Min: 1.7 / Avg: 1.71 / Max: 1.71Min: 2.7 / Avg: 2.7 / Max: 2.71. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl

OpenBenchmarking.orgms, Fewer Is BetterMKL-DNN DNNL 1.1Harness: Convolution Batch conv_alexnet - Data Type: f32Xeon W-3275MXeon Silver 4216Xeon Platinum 8280Xeon Gold 6226RXeon Gold 5220RXeon Gold 5218EPYC 2 7R322 x Xeon Silver 42162 x Xeon Platinum 82802 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Gold 6226R2 x Xeon Gold 5220R90180270360450SE +/- 0.11, N = 3SE +/- 0.95, N = 3SE +/- 0.06, N = 3SE +/- 0.05, N = 3SE +/- 0.16, N = 3SE +/- 0.11, N = 3SE +/- 1.13, N = 3SE +/- 0.04, N = 3SE +/- 0.08, N = 3SE +/- 0.79, N = 3SE +/- 0.88, N = 3SE +/- 0.20, N = 3SE +/- 0.23, N = 3SE +/- 0.03, N = 3SE +/- 0.04, N = 3108.57395.4494.19155.37244.75298.3096.69197.9149.8457.5179.1155.3656.6581.14122.76MIN: 102.46MIN: 390.56MIN: 93.73MIN: 154.79MIN: 242.31MIN: 297.84MIN: 93.63MIN: 195.97MIN: 74.84MIN: 79.72MIN: 121.681. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl
OpenBenchmarking.orgms, Fewer Is BetterMKL-DNN DNNL 1.1Harness: Convolution Batch conv_alexnet - Data Type: f32Xeon W-3275MXeon Silver 4216Xeon Platinum 8280Xeon Gold 6226RXeon Gold 5220RXeon Gold 5218EPYC 2 7R322 x Xeon Silver 42162 x Xeon Platinum 82802 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Gold 6226R2 x Xeon Gold 5220R70140210280350Min: 108.37 / Avg: 108.57 / Max: 108.74Min: 393.64 / Avg: 395.44 / Max: 396.87Min: 94.07 / Avg: 94.19 / Max: 94.27Min: 155.26 / Avg: 155.37 / Max: 155.43Min: 244.44 / Avg: 244.75 / Max: 244.98Min: 298.15 / Avg: 298.3 / Max: 298.51Min: 94.45 / Avg: 96.69 / Max: 98.06Min: 197.83 / Avg: 197.91 / Max: 197.98Min: 49.69 / Avg: 49.84 / Max: 49.95Min: 56.48 / Avg: 57.51 / Max: 59.07Min: 77.71 / Avg: 79.11 / Max: 80.74Min: 54.95 / Avg: 55.36 / Max: 55.61Min: 56.25 / Avg: 56.65 / Max: 57.04Min: 81.1 / Avg: 81.14 / Max: 81.2Min: 122.69 / Avg: 122.76 / Max: 122.811. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl

OpenBenchmarking.orgms, Fewer Is BetterMKL-DNN DNNL 1.1Harness: Convolution Batch conv_all - Data Type: u8s8f32Xeon W-3275MXeon Silver 4216Xeon Platinum 8280Xeon Gold 6226RXeon Gold 5220RXeon Gold 5218EPYC 2 7R322 x Xeon Silver 42162 x Xeon Platinum 82802 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Gold 6226R2 x Xeon Gold 5220R3K6K9K12K15KSE +/- 15.10, N = 3SE +/- 4.87, N = 3SE +/- 1.24, N = 3SE +/- 7.74, N = 3SE +/- 4.48, N = 3SE +/- 1.57, N = 3SE +/- 19.01, N = 3SE +/- 23.72, N = 3SE +/- 3.12, N = 3SE +/- 0.40, N = 3SE +/- 3.97, N = 3SE +/- 0.82, N = 3SE +/- 1.51, N = 3SE +/- 10.67, N = 3SE +/- 2.07, N = 32967.926241.162846.124478.934826.715840.2611728.803215.171517.441708.052023.471734.201793.752377.912479.28MIN: 2893.12MIN: 6214.68MIN: 2813.78MIN: 4461.44MIN: 4806.63MIN: 5831.48MIN: 11565.1MIN: 3181.241. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl
OpenBenchmarking.orgms, Fewer Is BetterMKL-DNN DNNL 1.1Harness: Convolution Batch conv_all - Data Type: u8s8f32Xeon W-3275MXeon Silver 4216Xeon Platinum 8280Xeon Gold 6226RXeon Gold 5220RXeon Gold 5218EPYC 2 7R322 x Xeon Silver 42162 x Xeon Platinum 82802 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Gold 6226R2 x Xeon Gold 5220R2K4K6K8K10KMin: 2951.08 / Avg: 2967.92 / Max: 2998.05Min: 6234.77 / Avg: 6241.16 / Max: 6250.73Min: 2843.64 / Avg: 2846.12 / Max: 2847.53Min: 4466.85 / Avg: 4478.93 / Max: 4493.36Min: 4817.98 / Avg: 4826.71 / Max: 4832.8Min: 5838.56 / Avg: 5840.26 / Max: 5843.39Min: 11690.8 / Avg: 11728.8 / Max: 11749.1Min: 3191.41 / Avg: 3215.17 / Max: 3262.6Min: 1513.64 / Avg: 1517.44 / Max: 1523.62Min: 1707.25 / Avg: 1708.05 / Max: 1708.54Min: 2015.56 / Avg: 2023.47 / Max: 2028.08Min: 1732.87 / Avg: 1734.2 / Max: 1735.69Min: 1791.44 / Avg: 1793.75 / Max: 1796.6Min: 2366.63 / Avg: 2377.91 / Max: 2399.24Min: 2475.39 / Avg: 2479.28 / Max: 2482.461. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl

OpenBenchmarking.orgms, Fewer Is BetterMKL-DNN DNNL 1.1Harness: Deconvolution Batch deconv_all - Data Type: f32Xeon W-3275MXeon Silver 4216Xeon Platinum 8280Xeon Gold 6226RXeon Gold 5220RXeon Gold 5218EPYC 2 7R322 x Xeon Silver 42162 x Xeon Platinum 82802 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Gold 6226R2 x Xeon Gold 5220R5001000150020002500SE +/- 16.26, N = 5SE +/- 7.40, N = 3SE +/- 0.33, N = 3SE +/- 0.49, N = 3SE +/- 0.74, N = 3SE +/- 0.44, N = 3SE +/- 1.29, N = 3SE +/- 0.28, N = 3SE +/- 0.39, N = 3SE +/- 0.18, N = 3SE +/- 2.10, N = 3SE +/- 0.88, N = 3SE +/- 0.85, N = 3SE +/- 0.89, N = 3SE +/- 1.51, N = 31292.622201.041113.54983.911920.741699.691485.471364.26881.78910.14981.06743.70739.16711.391278.25MIN: 1177.9MIN: 2184.66MIN: 1108.65MIN: 975.96MIN: 1902.55MIN: 1694.75MIN: 1462.15MIN: 1356.18MIN: 874.01MIN: 903.49MIN: 965.05MIN: 737.27MIN: 731.99MIN: 703.37MIN: 1270.581. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl
OpenBenchmarking.orgms, Fewer Is BetterMKL-DNN DNNL 1.1Harness: Deconvolution Batch deconv_all - Data Type: f32Xeon W-3275MXeon Silver 4216Xeon Platinum 8280Xeon Gold 6226RXeon Gold 5220RXeon Gold 5218EPYC 2 7R322 x Xeon Silver 42162 x Xeon Platinum 82802 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Gold 6226R2 x Xeon Gold 5220R400800120016002000Min: 1264.29 / Avg: 1292.62 / Max: 1344.11Min: 2190.1 / Avg: 2201.04 / Max: 2215.15Min: 1112.88 / Avg: 1113.54 / Max: 1113.91Min: 983.15 / Avg: 983.91 / Max: 984.83Min: 1919.78 / Avg: 1920.74 / Max: 1922.19Min: 1699.04 / Avg: 1699.69 / Max: 1700.52Min: 1483.62 / Avg: 1485.47 / Max: 1487.96Min: 1363.89 / Avg: 1364.26 / Max: 1364.82Min: 881.02 / Avg: 881.78 / Max: 882.23Min: 909.78 / Avg: 910.14 / Max: 910.37Min: 976.88 / Avg: 981.06 / Max: 983.54Min: 742.16 / Avg: 743.69 / Max: 745.22Min: 737.56 / Avg: 739.16 / Max: 740.46Min: 709.77 / Avg: 711.39 / Max: 712.86Min: 1275.26 / Avg: 1278.25 / Max: 1280.111. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl

OpenBenchmarking.orgms, Fewer Is BetterMKL-DNN DNNL 1.1Harness: Deconvolution Batch deconv_1d - Data Type: u8s8f32Xeon W-3275MXeon Silver 4216Xeon Platinum 8280Xeon Gold 6226RXeon Gold 5220RXeon Gold 5218EPYC 2 7R322 x Xeon Silver 42162 x Xeon Platinum 82802 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Gold 6226R2 x Xeon Gold 5220R2004006008001000SE +/- 0.001267, N = 3SE +/- 0.001246, N = 3SE +/- 0.000361, N = 3SE +/- 0.000358, N = 3SE +/- 0.001194, N = 3SE +/- 0.001460, N = 3SE +/- 4.136428, N = 3SE +/- 0.003675, N = 3SE +/- 0.006813, N = 3SE +/- 0.001652, N = 3SE +/- 0.001152, N = 3SE +/- 0.001016, N = 3SE +/- 0.000864, N = 3SE +/- 0.001915, N = 3SE +/- 0.002792, N = 30.4584221.2737500.3710360.5286320.8437090.9767301131.1300000.7703000.3944550.3547140.3553620.3614140.3762220.3690600.560890MIN: 1118.791. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl
OpenBenchmarking.orgms, Fewer Is BetterMKL-DNN DNNL 1.1Harness: Deconvolution Batch deconv_1d - Data Type: u8s8f32Xeon W-3275MXeon Silver 4216Xeon Platinum 8280Xeon Gold 6226RXeon Gold 5220RXeon Gold 5218EPYC 2 7R322 x Xeon Silver 42162 x Xeon Platinum 82802 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Gold 6226R2 x Xeon Gold 5220R2004006008001000Min: 0.46 / Avg: 0.46 / Max: 0.46Min: 1.27 / Avg: 1.27 / Max: 1.28Min: 0.37 / Avg: 0.37 / Max: 0.37Min: 0.53 / Avg: 0.53 / Max: 0.53Min: 0.84 / Avg: 0.84 / Max: 0.85Min: 0.98 / Avg: 0.98 / Max: 0.98Min: 1123.68 / Avg: 1131.13 / Max: 1137.97Min: 0.76 / Avg: 0.77 / Max: 0.77Min: 0.38 / Avg: 0.39 / Max: 0.41Min: 0.35 / Avg: 0.35 / Max: 0.36Min: 0.35 / Avg: 0.36 / Max: 0.36Min: 0.36 / Avg: 0.36 / Max: 0.36Min: 0.37 / Avg: 0.38 / Max: 0.38Min: 0.37 / Avg: 0.37 / Max: 0.37Min: 0.56 / Avg: 0.56 / Max: 0.561. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl

OpenBenchmarking.orgms, Fewer Is BetterMKL-DNN DNNL 1.1Harness: Deconvolution Batch deconv_3d - Data Type: u8s8f32Xeon W-3275MXeon Silver 4216Xeon Platinum 8280Xeon Gold 6226RXeon Gold 5220RXeon Gold 5218EPYC 2 7R322 x Xeon Silver 42162 x Xeon Platinum 82802 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Gold 6226R2 x Xeon Gold 5220R16003200480064008000SE +/- 48.27, N = 3SE +/- 0.67, N = 3SE +/- 2.14, N = 3SE +/- 5.07, N = 3SE +/- 5.71, N = 3SE +/- 2.58, N = 3SE +/- 3.22, N = 3SE +/- 2.28, N = 3SE +/- 5.70, N = 3SE +/- 2.13, N = 3SE +/- 0.43, N = 3SE +/- 22.00, N = 3SE +/- 3.00, N = 3SE +/- 2.41, N = 3SE +/- 3.26, N = 33852.377457.863716.985864.266072.577189.031899.243849.131893.722057.932059.032252.672238.052987.083112.36MIN: 3728.62MIN: 7454.84MIN: 3705.72MIN: 5830.88MIN: 6048.56MIN: 7180.23MIN: 1888.24MIN: 3842.7MIN: 1871.79MIN: 2050.62MIN: 2054.86MIN: 2229.49MIN: 2230.65MIN: 2977.12MIN: 3107.31. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl
OpenBenchmarking.orgms, Fewer Is BetterMKL-DNN DNNL 1.1Harness: Deconvolution Batch deconv_3d - Data Type: u8s8f32Xeon W-3275MXeon Silver 4216Xeon Platinum 8280Xeon Gold 6226RXeon Gold 5220RXeon Gold 5218EPYC 2 7R322 x Xeon Silver 42162 x Xeon Platinum 82802 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Gold 6226R2 x Xeon Gold 5220R13002600390052006500Min: 3768.03 / Avg: 3852.37 / Max: 3935.21Min: 7456.55 / Avg: 7457.86 / Max: 7458.75Min: 3713.25 / Avg: 3716.98 / Max: 3720.68Min: 5854.16 / Avg: 5864.26 / Max: 5870.05Min: 6063.14 / Avg: 6072.57 / Max: 6082.86Min: 7185.36 / Avg: 7189.03 / Max: 7194.01Min: 1893.69 / Avg: 1899.24 / Max: 1904.84Min: 3845.26 / Avg: 3849.13 / Max: 3853.16Min: 1885.22 / Avg: 1893.72 / Max: 1904.56Min: 2053.77 / Avg: 2057.93 / Max: 2060.78Min: 2058.27 / Avg: 2059.03 / Max: 2059.76Min: 2230.43 / Avg: 2252.67 / Max: 2296.67Min: 2232.39 / Avg: 2238.05 / Max: 2242.59Min: 2982.26 / Avg: 2987.08 / Max: 2989.77Min: 3108.11 / Avg: 3112.36 / Max: 3118.761. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl

OpenBenchmarking.orgms, Fewer Is BetterMKL-DNN DNNL 1.1Harness: Convolution Batch conv_3d - Data Type: bf16bf16bf16Xeon W-3275MXeon Silver 4216Xeon Platinum 8280Xeon Gold 6226RXeon Gold 5220RXeon Gold 52182 x Xeon Silver 42162 x Xeon Platinum 82802 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Gold 6226R2 x Xeon Gold 5220R918273645SE +/- 0.24390, N = 4SE +/- 0.00904, N = 3SE +/- 0.00390, N = 3SE +/- 0.00584, N = 3SE +/- 0.01559, N = 3SE +/- 0.00339, N = 3SE +/- 0.00466, N = 3SE +/- 0.00328, N = 3SE +/- 0.00469, N = 3SE +/- 0.00882, N = 3SE +/- 0.00811, N = 3SE +/- 0.00172, N = 3SE +/- 0.00770, N = 3SE +/- 0.00301, N = 316.5906040.0192014.0780022.4243029.9173039.9985020.516307.929128.647078.712349.187519.2066511.6076015.21770MIN: 14.98MIN: 39.9MIN: 13.95MIN: 22.32MIN: 29.42MIN: 39.89MIN: 20.35MIN: 8.43MIN: 8.5MIN: 9.03MIN: 9.04MIN: 11.46MIN: 15.051. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl
OpenBenchmarking.orgms, Fewer Is BetterMKL-DNN DNNL 1.1Harness: Convolution Batch conv_3d - Data Type: bf16bf16bf16Xeon W-3275MXeon Silver 4216Xeon Platinum 8280Xeon Gold 6226RXeon Gold 5220RXeon Gold 52182 x Xeon Silver 42162 x Xeon Platinum 82802 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Gold 6226R2 x Xeon Gold 5220R816243240Min: 16.33 / Avg: 16.59 / Max: 17.32Min: 40.01 / Avg: 40.02 / Max: 40.04Min: 14.07 / Avg: 14.08 / Max: 14.08Min: 22.41 / Avg: 22.42 / Max: 22.43Min: 29.89 / Avg: 29.92 / Max: 29.94Min: 39.99 / Avg: 40 / Max: 40.01Min: 20.51 / Avg: 20.52 / Max: 20.52Min: 7.92 / Avg: 7.93 / Max: 7.93Min: 8.64 / Avg: 8.65 / Max: 8.66Min: 8.7 / Avg: 8.71 / Max: 8.73Min: 9.17 / Avg: 9.19 / Max: 9.2Min: 9.2 / Avg: 9.21 / Max: 9.21Min: 11.59 / Avg: 11.61 / Max: 11.62Min: 15.21 / Avg: 15.22 / Max: 15.221. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl

OpenBenchmarking.orgms, Fewer Is BetterMKL-DNN DNNL 1.1Harness: Convolution Batch conv_alexnet - Data Type: u8s8f32Xeon W-3275MXeon Silver 4216Xeon Platinum 8280Xeon Gold 6226RXeon Gold 5220RXeon Gold 5218EPYC 2 7R322 x Xeon Silver 42162 x Xeon Platinum 82802 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Gold 6226R2 x Xeon Gold 5220R30060090012001500SE +/- 0.04, N = 3SE +/- 0.06, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.09, N = 3SE +/- 0.04, N = 3SE +/- 2.69, N = 3SE +/- 0.14, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.73, N = 3SE +/- 0.01, N = 3SE +/- 0.24, N = 3SE +/- 0.25, N = 3SE +/- 0.03, N = 331.99105.8326.8442.2266.7481.071301.3655.3419.8130.6459.9019.3722.3826.5435.98MIN: 1286.291. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl
OpenBenchmarking.orgms, Fewer Is BetterMKL-DNN DNNL 1.1Harness: Convolution Batch conv_alexnet - Data Type: u8s8f32Xeon W-3275MXeon Silver 4216Xeon Platinum 8280Xeon Gold 6226RXeon Gold 5220RXeon Gold 5218EPYC 2 7R322 x Xeon Silver 42162 x Xeon Platinum 82802 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Gold 6226R2 x Xeon Gold 5220R2004006008001000Min: 31.94 / Avg: 31.99 / Max: 32.06Min: 105.74 / Avg: 105.83 / Max: 105.95Min: 26.8 / Avg: 26.84 / Max: 26.88Min: 42.21 / Avg: 42.22 / Max: 42.24Min: 66.57 / Avg: 66.74 / Max: 66.89Min: 81 / Avg: 81.07 / Max: 81.13Min: 1295.98 / Avg: 1301.36 / Max: 1304.14Min: 55.17 / Avg: 55.34 / Max: 55.61Min: 19.76 / Avg: 19.81 / Max: 19.86Min: 30.58 / Avg: 30.64 / Max: 30.68Min: 58.62 / Avg: 59.9 / Max: 61.17Min: 19.35 / Avg: 19.37 / Max: 19.4Min: 22.13 / Avg: 22.38 / Max: 22.86Min: 26.05 / Avg: 26.54 / Max: 26.86Min: 35.92 / Avg: 35.98 / Max: 36.021. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl

OpenBenchmarking.orgms, Fewer Is BetterMKL-DNN DNNL 1.1Harness: Convolution Batch conv_all - Data Type: bf16bf16bf16Xeon W-3275MXeon Silver 4216Xeon Platinum 8280Xeon Gold 6226RXeon Gold 5220RXeon Gold 52182 x Xeon Silver 42162 x Xeon Platinum 82802 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Gold 6226R2 x Xeon Gold 5220R2K4K6K8K10KSE +/- 0.11, N = 3SE +/- 0.35, N = 3SE +/- 0.26, N = 3SE +/- 0.12, N = 3SE +/- 4.68, N = 3SE +/- 0.34, N = 3SE +/- 6.81, N = 3SE +/- 1.13, N = 3SE +/- 0.26, N = 3SE +/- 0.16, N = 3SE +/- 0.30, N = 3SE +/- 0.11, N = 3SE +/- 2.73, N = 3SE +/- 3.93, N = 33880.4410258.003497.475709.177839.9510255.205156.691766.351918.281919.502198.182197.812871.113917.52MIN: 3767MIN: 10250.4MIN: 3490.41MIN: 5699.77MIN: 7795.37MIN: 10250.1MIN: 5142.07MIN: 1911.42MIN: 1911.94MIN: 2191.82MIN: 2191.04MIN: 2860.81MIN: 3906.671. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl
OpenBenchmarking.orgms, Fewer Is BetterMKL-DNN DNNL 1.1Harness: Convolution Batch conv_all - Data Type: bf16bf16bf16Xeon W-3275MXeon Silver 4216Xeon Platinum 8280Xeon Gold 6226RXeon Gold 5220RXeon Gold 52182 x Xeon Silver 42162 x Xeon Platinum 82802 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Gold 6226R2 x Xeon Gold 5220R2K4K6K8K10KMin: 3880.24 / Avg: 3880.44 / Max: 3880.6Min: 10257.3 / Avg: 10257.97 / Max: 10258.5Min: 3497.1 / Avg: 3497.47 / Max: 3497.97Min: 5708.98 / Avg: 5709.17 / Max: 5709.4Min: 7834.19 / Avg: 7839.95 / Max: 7849.22Min: 10254.5 / Avg: 10255.17 / Max: 10255.6Min: 5149.22 / Avg: 5156.69 / Max: 5170.3Min: 1765.16 / Avg: 1766.35 / Max: 1768.6Min: 1918.01 / Avg: 1918.28 / Max: 1918.81Min: 1919.22 / Avg: 1919.5 / Max: 1919.79Min: 2197.76 / Avg: 2198.18 / Max: 2198.75Min: 2197.6 / Avg: 2197.81 / Max: 2197.95Min: 2867.97 / Avg: 2871.11 / Max: 2876.54Min: 3912.84 / Avg: 3917.52 / Max: 3925.331. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl

OpenBenchmarking.orgms, Fewer Is BetterMKL-DNN DNNL 1.1Harness: Convolution Batch conv_googlenet_v3 - Data Type: f32Xeon W-3275MXeon Silver 4216Xeon Platinum 8280Xeon Gold 6226RXeon Gold 5220RXeon Gold 5218EPYC 2 7R322 x Xeon Silver 42162 x Xeon Platinum 82802 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Gold 6226R2 x Xeon Gold 5220R4080120160200SE +/- 0.07, N = 3SE +/- 0.06, N = 3SE +/- 0.02, N = 3SE +/- 0.07, N = 3SE +/- 0.24, N = 3SE +/- 0.03, N = 3SE +/- 0.19, N = 3SE +/- 0.04, N = 3SE +/- 0.09, N = 3SE +/- 0.01, N = 3SE +/- 0.17, N = 3SE +/- 0.02, N = 3SE +/- 0.10, N = 3SE +/- 0.01, N = 3SE +/- 0.06, N = 349.87171.4342.0869.14108.16131.0942.5487.5423.1825.0533.6325.0725.7736.3754.82MIN: 44.78MIN: 170.75MIN: 41.31MIN: 68.48MIN: 106.43MIN: 130.56MIN: 40.72MIN: 86.64MIN: 32.49MIN: 34.65MIN: 54.081. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl
OpenBenchmarking.orgms, Fewer Is BetterMKL-DNN DNNL 1.1Harness: Convolution Batch conv_googlenet_v3 - Data Type: f32Xeon W-3275MXeon Silver 4216Xeon Platinum 8280Xeon Gold 6226RXeon Gold 5220RXeon Gold 5218EPYC 2 7R322 x Xeon Silver 42162 x Xeon Platinum 82802 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Gold 6226R2 x Xeon Gold 5220R306090120150Min: 49.75 / Avg: 49.87 / Max: 49.99Min: 171.33 / Avg: 171.43 / Max: 171.54Min: 42.04 / Avg: 42.08 / Max: 42.1Min: 69.03 / Avg: 69.14 / Max: 69.27Min: 107.84 / Avg: 108.16 / Max: 108.62Min: 131.05 / Avg: 131.09 / Max: 131.15Min: 42.21 / Avg: 42.54 / Max: 42.87Min: 87.46 / Avg: 87.54 / Max: 87.61Min: 23.03 / Avg: 23.18 / Max: 23.35Min: 25.04 / Avg: 25.05 / Max: 25.08Min: 33.37 / Avg: 33.63 / Max: 33.95Min: 25.03 / Avg: 25.07 / Max: 25.1Min: 25.59 / Avg: 25.77 / Max: 25.94Min: 36.35 / Avg: 36.37 / Max: 36.39Min: 54.7 / Avg: 54.82 / Max: 54.91. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl

OpenBenchmarking.orgms, Fewer Is BetterMKL-DNN DNNL 1.1Harness: Deconvolution Batch deconv_1d - Data Type: bf16bf16bf16Xeon W-3275MXeon Silver 4216Xeon Platinum 8280Xeon Gold 6226RXeon Gold 5220RXeon Gold 52182 x Xeon Silver 42162 x Xeon Platinum 82802 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Gold 6226R2 x Xeon Gold 5220R48121620SE +/- 0.03740, N = 3SE +/- 0.00867, N = 3SE +/- 0.00167, N = 3SE +/- 0.00392, N = 3SE +/- 0.04579, N = 3SE +/- 0.00105, N = 3SE +/- 0.01001, N = 3SE +/- 0.00661, N = 3SE +/- 0.00401, N = 3SE +/- 0.01030, N = 3SE +/- 0.00151, N = 3SE +/- 0.00489, N = 3SE +/- 0.00747, N = 3SE +/- 0.00772, N = 37.6159516.551606.553749.9036213.1428016.548408.869134.068473.965103.969064.465234.490395.384027.22975MIN: 6.95MIN: 16.51MIN: 6.5MIN: 9.85MIN: 12.96MIN: 16.51MIN: 8.78MIN: 3.93MIN: 3.88MIN: 3.86MIN: 4.38MIN: 4.4MIN: 5.3MIN: 7.131. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl
OpenBenchmarking.orgms, Fewer Is BetterMKL-DNN DNNL 1.1Harness: Deconvolution Batch deconv_1d - Data Type: bf16bf16bf16Xeon W-3275MXeon Silver 4216Xeon Platinum 8280Xeon Gold 6226RXeon Gold 5220RXeon Gold 52182 x Xeon Silver 42162 x Xeon Platinum 82802 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Gold 6226R2 x Xeon Gold 5220R48121620Min: 7.54 / Avg: 7.62 / Max: 7.66Min: 16.54 / Avg: 16.55 / Max: 16.57Min: 6.55 / Avg: 6.55 / Max: 6.56Min: 9.9 / Avg: 9.9 / Max: 9.91Min: 13.07 / Avg: 13.14 / Max: 13.23Min: 16.55 / Avg: 16.55 / Max: 16.55Min: 8.86 / Avg: 8.87 / Max: 8.89Min: 4.06 / Avg: 4.07 / Max: 4.08Min: 3.96 / Avg: 3.97 / Max: 3.97Min: 3.95 / Avg: 3.97 / Max: 3.98Min: 4.46 / Avg: 4.47 / Max: 4.47Min: 4.48 / Avg: 4.49 / Max: 4.5Min: 5.37 / Avg: 5.38 / Max: 5.4Min: 7.21 / Avg: 7.23 / Max: 7.241. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl

OpenBenchmarking.orgms, Fewer Is BetterMKL-DNN DNNL 1.1Harness: Deconvolution Batch deconv_3d - Data Type: bf16bf16bf16Xeon W-3275MXeon Silver 4216Xeon Platinum 8280Xeon Gold 6226RXeon Gold 5220RXeon Gold 52182 x Xeon Silver 42162 x Xeon Platinum 82802 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Gold 6226R2 x Xeon Gold 5220R510152025SE +/- 0.03985, N = 3SE +/- 0.02388, N = 3SE +/- 0.00251, N = 3SE +/- 0.00297, N = 3SE +/- 0.00134, N = 3SE +/- 0.05476, N = 3SE +/- 0.00821, N = 3SE +/- 0.00369, N = 3SE +/- 0.00222, N = 3SE +/- 0.01549, N = 3SE +/- 0.00526, N = 3SE +/- 0.00712, N = 3SE +/- 0.00159, N = 3SE +/- 0.01392, N = 38.4627321.475507.6960512.3271016.8253021.4290010.937904.358174.360024.379524.856894.871946.296479.42591MIN: 8.21MIN: 21.24MIN: 7.67MIN: 12.27MIN: 16.72MIN: 21.29MIN: 10.86MIN: 4.82MIN: 4.83MIN: 6.25MIN: 9.321. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl
OpenBenchmarking.orgms, Fewer Is BetterMKL-DNN DNNL 1.1Harness: Deconvolution Batch deconv_3d - Data Type: bf16bf16bf16Xeon W-3275MXeon Silver 4216Xeon Platinum 8280Xeon Gold 6226RXeon Gold 5220RXeon Gold 52182 x Xeon Silver 42162 x Xeon Platinum 82802 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Gold 6226R2 x Xeon Gold 5220R510152025Min: 8.39 / Avg: 8.46 / Max: 8.53Min: 21.44 / Avg: 21.48 / Max: 21.52Min: 7.69 / Avg: 7.7 / Max: 7.7Min: 12.32 / Avg: 12.33 / Max: 12.33Min: 16.82 / Avg: 16.83 / Max: 16.83Min: 21.37 / Avg: 21.43 / Max: 21.54Min: 10.92 / Avg: 10.94 / Max: 10.95Min: 4.35 / Avg: 4.36 / Max: 4.36Min: 4.36 / Avg: 4.36 / Max: 4.36Min: 4.36 / Avg: 4.38 / Max: 4.41Min: 4.85 / Avg: 4.86 / Max: 4.86Min: 4.86 / Avg: 4.87 / Max: 4.88Min: 6.29 / Avg: 6.3 / Max: 6.3Min: 9.4 / Avg: 9.43 / Max: 9.451. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl

OpenBenchmarking.orgms, Fewer Is BetterMKL-DNN DNNL 1.1Harness: Convolution Batch conv_alexnet - Data Type: bf16bf16bf16Xeon W-3275MXeon Silver 4216Xeon Platinum 8280Xeon Gold 6226RXeon Gold 5220RXeon Gold 52182 x Xeon Silver 42162 x Xeon Platinum 82802 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Gold 6226R2 x Xeon Gold 5220R400800120016002000SE +/- 1.04, N = 3SE +/- 0.03, N = 3SE +/- 0.07, N = 3SE +/- 0.09, N = 3SE +/- 1.48, N = 3SE +/- 0.15, N = 3SE +/- 0.08, N = 3SE +/- 0.06, N = 3SE +/- 0.33, N = 3SE +/- 0.07, N = 3SE +/- 0.11, N = 3SE +/- 0.23, N = 3SE +/- 4.23, N = 3SE +/- 0.06, N = 3702.071875.23637.371042.341433.471874.47938.91320.06348.33348.24399.31399.30527.02712.20MIN: 687.86MIN: 1873.9MIN: 636.97MIN: 1041.43MIN: 1421.77MIN: 1873.87MIN: 937.57MIN: 319.23MIN: 347.28MIN: 346.92MIN: 398.47MIN: 398.05MIN: 521.14MIN: 710.931. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl
OpenBenchmarking.orgms, Fewer Is BetterMKL-DNN DNNL 1.1Harness: Convolution Batch conv_alexnet - Data Type: bf16bf16bf16Xeon W-3275MXeon Silver 4216Xeon Platinum 8280Xeon Gold 6226RXeon Gold 5220RXeon Gold 52182 x Xeon Silver 42162 x Xeon Platinum 82802 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Gold 6226R2 x Xeon Gold 5220R30060090012001500Min: 700.45 / Avg: 702.07 / Max: 704.02Min: 1875.18 / Avg: 1875.23 / Max: 1875.27Min: 637.27 / Avg: 637.37 / Max: 637.49Min: 1042.2 / Avg: 1042.34 / Max: 1042.5Min: 1430.58 / Avg: 1433.47 / Max: 1435.46Min: 1874.2 / Avg: 1874.47 / Max: 1874.72Min: 938.8 / Avg: 938.91 / Max: 939.07Min: 319.97 / Avg: 320.06 / Max: 320.18Min: 347.69 / Avg: 348.33 / Max: 348.81Min: 348.13 / Avg: 348.24 / Max: 348.38Min: 399.14 / Avg: 399.31 / Max: 399.5Min: 398.86 / Avg: 399.3 / Max: 399.65Min: 522.71 / Avg: 527.02 / Max: 535.48Min: 712.08 / Avg: 712.2 / Max: 712.31. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl

OpenBenchmarking.orgms, Fewer Is BetterMKL-DNN DNNL 1.1Harness: Convolution Batch conv_googlenet_v3 - Data Type: u8s8f32Xeon W-3275MXeon Silver 4216Xeon Platinum 8280Xeon Gold 6226RXeon Gold 5220RXeon Gold 5218EPYC 2 7R322 x Xeon Silver 42162 x Xeon Platinum 82802 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Gold 6226R2 x Xeon Gold 5220R160320480640800SE +/- 0.01662, N = 3SE +/- 0.02504, N = 3SE +/- 0.01386, N = 3SE +/- 0.01762, N = 3SE +/- 0.02138, N = 3SE +/- 0.01482, N = 3SE +/- 7.24186, N = 3SE +/- 0.01146, N = 3SE +/- 0.03597, N = 3SE +/- 0.02611, N = 3SE +/- 0.29660, N = 3SE +/- 0.01740, N = 3SE +/- 0.02555, N = 3SE +/- 0.01218, N = 3SE +/- 0.00643, N = 313.4504045.0502011.2900017.9735028.4532034.60310730.3060023.702807.4605010.4841017.754907.636518.7479411.3282015.75420MIN: 698.321. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl
OpenBenchmarking.orgms, Fewer Is BetterMKL-DNN DNNL 1.1Harness: Convolution Batch conv_googlenet_v3 - Data Type: u8s8f32Xeon W-3275MXeon Silver 4216Xeon Platinum 8280Xeon Gold 6226RXeon Gold 5220RXeon Gold 5218EPYC 2 7R322 x Xeon Silver 42162 x Xeon Platinum 82802 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Gold 6226R2 x Xeon Gold 5220R130260390520650Min: 13.43 / Avg: 13.45 / Max: 13.48Min: 45.01 / Avg: 45.05 / Max: 45.1Min: 11.27 / Avg: 11.29 / Max: 11.32Min: 17.95 / Avg: 17.97 / Max: 18.01Min: 28.41 / Avg: 28.45 / Max: 28.48Min: 34.58 / Avg: 34.6 / Max: 34.63Min: 717.38 / Avg: 730.31 / Max: 742.42Min: 23.68 / Avg: 23.7 / Max: 23.72Min: 7.4 / Avg: 7.46 / Max: 7.52Min: 10.45 / Avg: 10.48 / Max: 10.54Min: 17.22 / Avg: 17.75 / Max: 18.24Min: 7.62 / Avg: 7.64 / Max: 7.67Min: 8.71 / Avg: 8.75 / Max: 8.79Min: 11.31 / Avg: 11.33 / Max: 11.35Min: 15.75 / Avg: 15.75 / Max: 15.771. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl

OpenBenchmarking.orgms, Fewer Is BetterMKL-DNN DNNL 1.1Harness: Deconvolution Batch deconv_all - Data Type: bf16bf16bf16Xeon W-3275MXeon Silver 4216Xeon Platinum 8280Xeon Gold 6226RXeon Gold 5220RXeon Gold 52182 x Xeon Silver 42162 x Xeon Platinum 82802 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Gold 6226R2 x Xeon Gold 5220R14002800420056007000SE +/- 4.61, N = 3SE +/- 0.10, N = 3SE +/- 5.43, N = 3SE +/- 1.02, N = 3SE +/- 3.12, N = 3SE +/- 0.83, N = 3SE +/- 3.93, N = 3SE +/- 0.87, N = 3SE +/- 3.70, N = 3SE +/- 16.35, N = 3SE +/- 0.44, N = 3SE +/- 0.13, N = 3SE +/- 5.08, N = 3SE +/- 3.03, N = 33293.946721.542935.993966.735695.586721.023600.951779.151705.351730.801904.451904.282169.933152.41MIN: 3137.48MIN: 6717.72MIN: 2926MIN: 3962.44MIN: 5644.95MIN: 6716.04MIN: 3588.76MIN: 1772.45MIN: 1696.57MIN: 1701.4MIN: 1899.24MIN: 1898.87MIN: 2158.31MIN: 3140.751. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl
OpenBenchmarking.orgms, Fewer Is BetterMKL-DNN DNNL 1.1Harness: Deconvolution Batch deconv_all - Data Type: bf16bf16bf16Xeon W-3275MXeon Silver 4216Xeon Platinum 8280Xeon Gold 6226RXeon Gold 5220RXeon Gold 52182 x Xeon Silver 42162 x Xeon Platinum 82802 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Gold 6226R2 x Xeon Gold 5220R12002400360048006000Min: 3285.95 / Avg: 3293.94 / Max: 3301.93Min: 6721.35 / Avg: 6721.54 / Max: 6721.7Min: 2930.24 / Avg: 2935.99 / Max: 2946.84Min: 3965.48 / Avg: 3966.73 / Max: 3968.75Min: 5690.13 / Avg: 5695.58 / Max: 5700.93Min: 6719.99 / Avg: 6721.02 / Max: 6722.66Min: 3595.14 / Avg: 3600.95 / Max: 3608.44Min: 1777.42 / Avg: 1779.15 / Max: 1780.16Min: 1701.36 / Avg: 1705.35 / Max: 1712.74Min: 1711.83 / Avg: 1730.8 / Max: 1763.35Min: 1903.65 / Avg: 1904.45 / Max: 1905.17Min: 1904.05 / Avg: 1904.28 / Max: 1904.48Min: 2162.99 / Avg: 2169.93 / Max: 2179.82Min: 3146.36 / Avg: 3152.41 / Max: 3155.61. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl

OpenBenchmarking.orgms, Fewer Is BetterMKL-DNN DNNL 1.1Harness: Convolution Batch conv_googlenet_v3 - Data Type: bf16bf16bf16Xeon W-3275MXeon Silver 4216Xeon Platinum 8280Xeon Gold 6226RXeon Gold 5220RXeon Gold 52182 x Xeon Silver 42162 x Xeon Platinum 82802 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Gold 6226R2 x Xeon Gold 5220R100200300400500SE +/- 0.20, N = 3SE +/- 0.08, N = 3SE +/- 0.03, N = 3SE +/- 0.10, N = 3SE +/- 0.42, N = 3SE +/- 0.02, N = 3SE +/- 0.04, N = 3SE +/- 0.00, N = 3SE +/- 0.03, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.02, N = 3188.61484.90166.98269.99369.29484.59246.4586.5493.2893.36106.71106.89137.73187.17MIN: 178.56MIN: 484.15MIN: 166.21MIN: 268.99MIN: 365.68MIN: 484.13MIN: 245.49MIN: 85.56MIN: 92.44MIN: 92.35MIN: 105.9MIN: 105.9MIN: 136.67MIN: 186.331. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl
OpenBenchmarking.orgms, Fewer Is BetterMKL-DNN DNNL 1.1Harness: Convolution Batch conv_googlenet_v3 - Data Type: bf16bf16bf16Xeon W-3275MXeon Silver 4216Xeon Platinum 8280Xeon Gold 6226RXeon Gold 5220RXeon Gold 52182 x Xeon Silver 42162 x Xeon Platinum 82802 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Gold 6226R2 x Xeon Gold 5220R90180270360450Min: 188.22 / Avg: 188.61 / Max: 188.81Min: 484.78 / Avg: 484.9 / Max: 485.04Min: 166.94 / Avg: 166.98 / Max: 167.04Min: 269.85 / Avg: 269.99 / Max: 270.19Min: 368.87 / Avg: 369.29 / Max: 370.12Min: 484.56 / Avg: 484.59 / Max: 484.62Min: 246.4 / Avg: 246.45 / Max: 246.54Min: 86.53 / Avg: 86.54 / Max: 86.55Min: 93.23 / Avg: 93.28 / Max: 93.32Min: 93.34 / Avg: 93.36 / Max: 93.38Min: 106.67 / Avg: 106.71 / Max: 106.76Min: 106.88 / Avg: 106.89 / Max: 106.91Min: 137.7 / Avg: 137.73 / Max: 137.77Min: 187.14 / Avg: 187.17 / Max: 187.211. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl

Mlpack Benchmark

Mlpack benchmark scripts for machine learning libraries Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterMlpack BenchmarkBenchmark: scikit_icaXeon W-3275MXeon Silver 4216Xeon Platinum 8280Xeon Gold 6226RXeon Gold 5220RXeon Gold 5218EPYC 2 7R322 x Xeon Silver 42162 x Xeon Platinum 82802 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Gold 6226R2 x Xeon Gold 5220R20406080100SE +/- 0.11, N = 3SE +/- 0.80, N = 3SE +/- 0.21, N = 3SE +/- 0.45, N = 3SE +/- 0.25, N = 3SE +/- 0.44, N = 3SE +/- 0.48, N = 15SE +/- 1.29, N = 3SE +/- 0.59, N = 3SE +/- 0.26, N = 3SE +/- 0.51, N = 15SE +/- 0.35, N = 3SE +/- 0.80, N = 3SE +/- 0.30, N = 3SE +/- 1.07, N = 454.9181.3667.3661.8268.1968.7849.4794.4563.3553.6653.5057.6958.4874.6377.41
OpenBenchmarking.orgSeconds, Fewer Is BetterMlpack BenchmarkBenchmark: scikit_icaXeon W-3275MXeon Silver 4216Xeon Platinum 8280Xeon Gold 6226RXeon Gold 5220RXeon Gold 5218EPYC 2 7R322 x Xeon Silver 42162 x Xeon Platinum 82802 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Gold 6226R2 x Xeon Gold 5220R20406080100Min: 54.72 / Avg: 54.91 / Max: 55.09Min: 80.01 / Avg: 81.36 / Max: 82.77Min: 66.96 / Avg: 67.36 / Max: 67.67Min: 61.01 / Avg: 61.82 / Max: 62.55Min: 67.69 / Avg: 68.19 / Max: 68.51Min: 67.92 / Avg: 68.78 / Max: 69.4Min: 47.76 / Avg: 49.47 / Max: 54.18Min: 93 / Avg: 94.45 / Max: 97.03Min: 62.17 / Avg: 63.35 / Max: 64.03Min: 53.28 / Avg: 53.66 / Max: 54.15Min: 51.41 / Avg: 53.5 / Max: 57.82Min: 57.29 / Avg: 57.69 / Max: 58.39Min: 56.89 / Avg: 58.48 / Max: 59.36Min: 74.04 / Avg: 74.63 / Max: 75.07Min: 75.07 / Avg: 77.41 / Max: 80.19

OpenBenchmarking.orgSeconds, Fewer Is BetterMlpack BenchmarkBenchmark: scikit_qdaXeon W-3275MXeon Silver 4216Xeon Platinum 8280Xeon Gold 6226RXeon Gold 5220RXeon Gold 5218EPYC 2 7R322 x Xeon Silver 42162 x Xeon Platinum 82802 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Gold 6226R2 x Xeon Gold 5220R1428425670SE +/- 0.18, N = 3SE +/- 0.39, N = 3SE +/- 0.29, N = 3SE +/- 0.46, N = 3SE +/- 0.49, N = 4SE +/- 0.43, N = 6SE +/- 0.28, N = 3SE +/- 0.51, N = 12SE +/- 0.34, N = 3SE +/- 0.54, N = 3SE +/- 1.16, N = 9SE +/- 0.19, N = 3SE +/- 0.54, N = 12SE +/- 0.21, N = 3SE +/- 0.63, N = 332.6540.7530.4531.9634.2437.4139.5450.1038.3557.2562.0241.2942.8844.5342.69
OpenBenchmarking.orgSeconds, Fewer Is BetterMlpack BenchmarkBenchmark: scikit_qdaXeon W-3275MXeon Silver 4216Xeon Platinum 8280Xeon Gold 6226RXeon Gold 5220RXeon Gold 5218EPYC 2 7R322 x Xeon Silver 42162 x Xeon Platinum 82802 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Gold 6226R2 x Xeon Gold 5220R1224364860Min: 32.3 / Avg: 32.65 / Max: 32.89Min: 39.98 / Avg: 40.75 / Max: 41.22Min: 30.04 / Avg: 30.45 / Max: 31.01Min: 31.07 / Avg: 31.96 / Max: 32.58Min: 32.85 / Avg: 34.24 / Max: 35Min: 35.85 / Avg: 37.41 / Max: 38.67Min: 39.11 / Avg: 39.54 / Max: 40.08Min: 47.59 / Avg: 50.1 / Max: 53.22Min: 37.69 / Avg: 38.35 / Max: 38.8Min: 56.62 / Avg: 57.25 / Max: 58.32Min: 58.5 / Avg: 62.02 / Max: 67.79Min: 40.91 / Avg: 41.29 / Max: 41.5Min: 40.65 / Avg: 42.88 / Max: 47Min: 44.27 / Avg: 44.53 / Max: 44.95Min: 41.98 / Avg: 42.69 / Max: 43.95

OpenBenchmarking.orgSeconds, Fewer Is BetterMlpack BenchmarkBenchmark: scikit_svmXeon W-3275MXeon Silver 4216Xeon Platinum 8280Xeon Gold 6226RXeon Gold 5220RXeon Gold 5218EPYC 2 7R322 x Xeon Silver 42162 x Xeon Platinum 82802 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Gold 6226R2 x Xeon Gold 5220R510152025SE +/- 0.19, N = 3SE +/- 0.04, N = 3SE +/- 0.07, N = 3SE +/- 0.00, N = 3SE +/- 0.09, N = 3SE +/- 0.02, N = 3SE +/- 0.09, N = 3SE +/- 0.06, N = 3SE +/- 0.09, N = 3SE +/- 0.01, N = 3SE +/- 0.06, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.13, N = 3SE +/- 0.04, N = 315.7820.8917.1917.9217.8217.9815.1621.0917.1918.4216.8719.6218.7617.7717.92
OpenBenchmarking.orgSeconds, Fewer Is BetterMlpack BenchmarkBenchmark: scikit_svmXeon W-3275MXeon Silver 4216Xeon Platinum 8280Xeon Gold 6226RXeon Gold 5220RXeon Gold 5218EPYC 2 7R322 x Xeon Silver 42162 x Xeon Platinum 82802 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Gold 6226R2 x Xeon Gold 5220R510152025Min: 15.39 / Avg: 15.78 / Max: 15.97Min: 20.82 / Avg: 20.89 / Max: 20.94Min: 17.05 / Avg: 17.19 / Max: 17.3Min: 17.91 / Avg: 17.92 / Max: 17.93Min: 17.63 / Avg: 17.82 / Max: 17.94Min: 17.94 / Avg: 17.98 / Max: 18.01Min: 14.98 / Avg: 15.16 / Max: 15.26Min: 21 / Avg: 21.09 / Max: 21.2Min: 17.05 / Avg: 17.19 / Max: 17.36Min: 18.41 / Avg: 18.42 / Max: 18.45Min: 16.76 / Avg: 16.87 / Max: 16.96Min: 19.57 / Avg: 19.62 / Max: 19.65Min: 18.71 / Avg: 18.76 / Max: 18.82Min: 17.5 / Avg: 17.77 / Max: 17.91Min: 17.85 / Avg: 17.92 / Max: 17.99

OpenBenchmarking.orgSeconds, Fewer Is BetterMlpack BenchmarkBenchmark: scikit_linearridgeregressionXeon W-3275MXeon Silver 4216Xeon Platinum 8280Xeon Gold 6226RXeon Gold 5220RXeon Gold 5218EPYC 2 7R322 x Xeon Silver 42162 x Xeon Platinum 82802 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Gold 6226R2 x Xeon Gold 5220R0.67281.34562.01842.69123.364SE +/- 0.02, N = 3SE +/- 0.04, N = 3SE +/- 0.02, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 7SE +/- 0.02, N = 3SE +/- 0.02, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 15SE +/- 0.04, N = 15SE +/- 0.02, N = 12SE +/- 0.02, N = 15SE +/- 0.04, N = 15SE +/- 0.06, N = 121.992.971.671.932.252.461.792.991.822.462.362.422.302.082.39
OpenBenchmarking.orgSeconds, Fewer Is BetterMlpack BenchmarkBenchmark: scikit_linearridgeregressionXeon W-3275MXeon Silver 4216Xeon Platinum 8280Xeon Gold 6226RXeon Gold 5220RXeon Gold 5218EPYC 2 7R322 x Xeon Silver 42162 x Xeon Platinum 82802 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Gold 6226R2 x Xeon Gold 5220R246810Min: 1.96 / Avg: 1.99 / Max: 2.03Min: 2.89 / Avg: 2.97 / Max: 3.01Min: 1.64 / Avg: 1.67 / Max: 1.7Min: 1.88 / Avg: 1.93 / Max: 1.97Min: 2.19 / Avg: 2.25 / Max: 2.28Min: 2.3 / Avg: 2.46 / Max: 2.51Min: 1.75 / Avg: 1.79 / Max: 1.83Min: 2.96 / Avg: 2.99 / Max: 3.02Min: 1.79 / Avg: 1.82 / Max: 1.88Min: 2.31 / Avg: 2.46 / Max: 2.62Min: 2.1 / Avg: 2.36 / Max: 2.62Min: 2.33 / Avg: 2.42 / Max: 2.51Min: 2.18 / Avg: 2.3 / Max: 2.47Min: 1.83 / Avg: 2.08 / Max: 2.4Min: 2.15 / Avg: 2.39 / Max: 2.7

NAMD

NAMD is a parallel molecular dynamics code designed for high-performance simulation of large biomolecular systems. NAMD was developed by the Theoretical and Computational Biophysics Group in the Beckman Institute for Advanced Science and Technology at the University of Illinois at Urbana-Champaign. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgdays/ns, Fewer Is BetterNAMD 2.13ATPase Simulation - 327,506 AtomsXeon W-3275MXeon Silver 4216Xeon Platinum 8280Xeon Gold 6226RXeon Gold 5220RXeon Gold 5218EPYC 2 7R322 x Xeon Silver 42162 x Xeon Platinum 82802 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Gold 6226R2 x Xeon Gold 5220R0.34140.68281.02421.36561.707SE +/- 0.00775, N = 15SE +/- 0.00193, N = 3SE +/- 0.00060, N = 3SE +/- 0.00117, N = 3SE +/- 0.00122, N = 3SE +/- 0.00100, N = 3SE +/- 0.00084, N = 3SE +/- 0.00193, N = 3SE +/- 0.00133, N = 3SE +/- 0.00012, N = 3SE +/- 0.00038, N = 3SE +/- 0.00104, N = 3SE +/- 0.00612, N = 30.814341.517210.707091.135861.157451.511680.486140.769820.362260.454220.445510.582370.60333
OpenBenchmarking.orgdays/ns, Fewer Is BetterNAMD 2.13ATPase Simulation - 327,506 AtomsXeon W-3275MXeon Silver 4216Xeon Platinum 8280Xeon Gold 6226RXeon Gold 5220RXeon Gold 5218EPYC 2 7R322 x Xeon Silver 42162 x Xeon Platinum 82802 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Gold 6226R2 x Xeon Gold 5220R246810Min: 0.78 / Avg: 0.81 / Max: 0.87Min: 1.51 / Avg: 1.52 / Max: 1.52Min: 0.71 / Avg: 0.71 / Max: 0.71Min: 1.13 / Avg: 1.14 / Max: 1.14Min: 1.16 / Avg: 1.16 / Max: 1.16Min: 1.51 / Avg: 1.51 / Max: 1.51Min: 0.48 / Avg: 0.49 / Max: 0.49Min: 0.77 / Avg: 0.77 / Max: 0.77Min: 0.36 / Avg: 0.36 / Max: 0.36Min: 0.45 / Avg: 0.45 / Max: 0.45Min: 0.45 / Avg: 0.45 / Max: 0.45Min: 0.58 / Avg: 0.58 / Max: 0.58Min: 0.59 / Avg: 0.6 / Max: 0.62

NAS Parallel Benchmarks

NPB, NAS Parallel Benchmarks, is a benchmark developed by NASA for high-end computer systems. This test profile currently uses the MPI version of NPB. This test profile offers selecting the different NPB tests/problems and varying problem sizes. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: BT.CXeon W-3275MXeon Silver 4216Xeon Platinum 8280Xeon Gold 6226RXeon Gold 5220RXeon Gold 5218EPYC 2 7R322 x Xeon Silver 42162 x Xeon Platinum 82802 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Gold 6226R2 x Xeon Gold 5220R30K60K90K120K150KSE +/- 127.07, N = 3SE +/- 4.15, N = 3SE +/- 52.95, N = 3SE +/- 27.55, N = 3SE +/- 44.99, N = 3SE +/- 54.74, N = 3SE +/- 500.22, N = 3SE +/- 124.40, N = 3SE +/- 78.84, N = 3SE +/- 64.74, N = 3SE +/- 107.83, N = 3SE +/- 86.40, N = 3SE +/- 42.06, N = 369347.5846389.7971842.3456576.1250787.7948617.05106415.5365509.98136046.5384766.14104107.9977470.67100761.291. (F9X) gfortran options: -O3 -march=native -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi2. Xeon W-3275M: Open MPI 3.1.33. Xeon Silver 4216: Open MPI 4.0.3rc44. Xeon Platinum 8280: Open MPI 4.0.3rc45. Xeon Gold 6226R: Open MPI 4.0.3rc46. Xeon Gold 5220R: Open MPI 4.0.3rc47. Xeon Gold 5218: Open MPI 4.0.3rc48. EPYC 2 7R32: Open MPI 3.1.39. 2 x Xeon Silver 4216: Open MPI 4.0.3rc410. 2 x Xeon Platinum 8280: Open MPI 4.0.3rc411. 2 x Xeon Platinum 8259CL NUMA off: Open MPI 3.1.312. 2 x Xeon Platinum 8259CL: Open MPI 3.1.313. 2 x Xeon Gold 6226R: Open MPI 4.0.3rc414. 2 x Xeon Gold 5220R: Open MPI 4.0.3rc4
OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: BT.CXeon W-3275MXeon Silver 4216Xeon Platinum 8280Xeon Gold 6226RXeon Gold 5220RXeon Gold 5218EPYC 2 7R322 x Xeon Silver 42162 x Xeon Platinum 82802 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Gold 6226R2 x Xeon Gold 5220R20K40K60K80K100KMin: 69139.32 / Avg: 69347.58 / Max: 69577.86Min: 46381.54 / Avg: 46389.79 / Max: 46394.69Min: 71737.27 / Avg: 71842.34 / Max: 71906.41Min: 56521.75 / Avg: 56576.12 / Max: 56611.03Min: 50727.36 / Avg: 50787.79 / Max: 50875.75Min: 48514.92 / Avg: 48617.05 / Max: 48702.27Min: 105553.29 / Avg: 106415.53 / Max: 107286.06Min: 65277.55 / Avg: 65509.98 / Max: 65703.08Min: 135902.03 / Avg: 136046.53 / Max: 136173.43Min: 84639.23 / Avg: 84766.14 / Max: 84851.8Min: 103947.99 / Avg: 104107.99 / Max: 104313.21Min: 77347.16 / Avg: 77470.67 / Max: 77637.1Min: 100685.96 / Avg: 100761.29 / Max: 100831.391. (F9X) gfortran options: -O3 -march=native -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi2. Xeon W-3275M: Open MPI 3.1.33. Xeon Silver 4216: Open MPI 4.0.3rc44. Xeon Platinum 8280: Open MPI 4.0.3rc45. Xeon Gold 6226R: Open MPI 4.0.3rc46. Xeon Gold 5220R: Open MPI 4.0.3rc47. Xeon Gold 5218: Open MPI 4.0.3rc48. EPYC 2 7R32: Open MPI 3.1.39. 2 x Xeon Silver 4216: Open MPI 4.0.3rc410. 2 x Xeon Platinum 8280: Open MPI 4.0.3rc411. 2 x Xeon Platinum 8259CL NUMA off: Open MPI 3.1.312. 2 x Xeon Platinum 8259CL: Open MPI 3.1.313. 2 x Xeon Gold 6226R: Open MPI 4.0.3rc414. 2 x Xeon Gold 5220R: Open MPI 4.0.3rc4

OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: EP.CXeon W-3275MXeon Silver 4216Xeon Platinum 8280Xeon Gold 6226RXeon Gold 5220RXeon Gold 5218EPYC 2 7R322 x Xeon Silver 42162 x Xeon Platinum 82802 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Gold 6226R2 x Xeon Gold 5220R13002600390052006500SE +/- 40.50, N = 3SE +/- 19.04, N = 5SE +/- 44.67, N = 3SE +/- 34.91, N = 3SE +/- 2.92, N = 3SE +/- 2.61, N = 3SE +/- 31.12, N = 3SE +/- 38.56, N = 4SE +/- 88.25, N = 3SE +/- 34.33, N = 3SE +/- 77.32, N = 3SE +/- 38.41, N = 3SE +/- 32.92, N = 33025.111545.503194.182044.241863.151621.483485.992984.026104.945059.025052.634005.263768.661. (F9X) gfortran options: -O3 -march=native -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi2. Xeon W-3275M: Open MPI 3.1.33. Xeon Silver 4216: Open MPI 4.0.3rc44. Xeon Platinum 8280: Open MPI 4.0.3rc45. Xeon Gold 6226R: Open MPI 4.0.3rc46. Xeon Gold 5220R: Open MPI 4.0.3rc47. Xeon Gold 5218: Open MPI 4.0.3rc48. EPYC 2 7R32: Open MPI 3.1.39. 2 x Xeon Silver 4216: Open MPI 4.0.3rc410. 2 x Xeon Platinum 8280: Open MPI 4.0.3rc411. 2 x Xeon Platinum 8259CL NUMA off: Open MPI 3.1.312. 2 x Xeon Platinum 8259CL: Open MPI 3.1.313. 2 x Xeon Gold 6226R: Open MPI 4.0.3rc414. 2 x Xeon Gold 5220R: Open MPI 4.0.3rc4
OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: EP.CXeon W-3275MXeon Silver 4216Xeon Platinum 8280Xeon Gold 6226RXeon Gold 5220RXeon Gold 5218EPYC 2 7R322 x Xeon Silver 42162 x Xeon Platinum 82802 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Gold 6226R2 x Xeon Gold 5220R11002200330044005500Min: 2944.61 / Avg: 3025.11 / Max: 3073.1Min: 1469.5 / Avg: 1545.5 / Max: 1569.13Min: 3104.97 / Avg: 3194.18 / Max: 3242.83Min: 1974.49 / Avg: 2044.24 / Max: 2081.81Min: 1857.46 / Avg: 1863.15 / Max: 1867.15Min: 1617.94 / Avg: 1621.48 / Max: 1626.57Min: 3424.02 / Avg: 3485.99 / Max: 3521.98Min: 2937.05 / Avg: 2984.02 / Max: 3099.13Min: 5932.36 / Avg: 6104.94 / Max: 6223.27Min: 4995.12 / Avg: 5059.02 / Max: 5112.71Min: 4898.09 / Avg: 5052.63 / Max: 5134.94Min: 3963.62 / Avg: 4005.26 / Max: 4081.98Min: 3734.36 / Avg: 3768.66 / Max: 3834.481. (F9X) gfortran options: -O3 -march=native -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi2. Xeon W-3275M: Open MPI 3.1.33. Xeon Silver 4216: Open MPI 4.0.3rc44. Xeon Platinum 8280: Open MPI 4.0.3rc45. Xeon Gold 6226R: Open MPI 4.0.3rc46. Xeon Gold 5220R: Open MPI 4.0.3rc47. Xeon Gold 5218: Open MPI 4.0.3rc48. EPYC 2 7R32: Open MPI 3.1.39. 2 x Xeon Silver 4216: Open MPI 4.0.3rc410. 2 x Xeon Platinum 8280: Open MPI 4.0.3rc411. 2 x Xeon Platinum 8259CL NUMA off: Open MPI 3.1.312. 2 x Xeon Platinum 8259CL: Open MPI 3.1.313. 2 x Xeon Gold 6226R: Open MPI 4.0.3rc414. 2 x Xeon Gold 5220R: Open MPI 4.0.3rc4

OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: EP.DXeon W-3275MXeon Silver 4216Xeon Platinum 8280Xeon Gold 6226RXeon Gold 5220RXeon Gold 5218EPYC 2 7R322 x Xeon Silver 42162 x Xeon Platinum 82802 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Gold 6226R2 x Xeon Gold 5220R13002600390052006500SE +/- 4.09, N = 3SE +/- 6.21, N = 3SE +/- 46.76, N = 4SE +/- 8.86, N = 3SE +/- 6.98, N = 3SE +/- 4.92, N = 3SE +/- 5.75, N = 3SE +/- 2.84, N = 3SE +/- 148.86, N = 12SE +/- 84.22, N = 3SE +/- 89.39, N = 3SE +/- 124.07, N = 12SE +/- 54.90, N = 43210.521571.493283.382094.531966.611635.783570.463144.706284.655284.345310.163969.603780.591. (F9X) gfortran options: -O3 -march=native -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi2. Xeon W-3275M: Open MPI 3.1.33. Xeon Silver 4216: Open MPI 4.0.3rc44. Xeon Platinum 8280: Open MPI 4.0.3rc45. Xeon Gold 6226R: Open MPI 4.0.3rc46. Xeon Gold 5220R: Open MPI 4.0.3rc47. Xeon Gold 5218: Open MPI 4.0.3rc48. EPYC 2 7R32: Open MPI 3.1.39. 2 x Xeon Silver 4216: Open MPI 4.0.3rc410. 2 x Xeon Platinum 8280: Open MPI 4.0.3rc411. 2 x Xeon Platinum 8259CL NUMA off: Open MPI 3.1.312. 2 x Xeon Platinum 8259CL: Open MPI 3.1.313. 2 x Xeon Gold 6226R: Open MPI 4.0.3rc414. 2 x Xeon Gold 5220R: Open MPI 4.0.3rc4
OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: EP.DXeon W-3275MXeon Silver 4216Xeon Platinum 8280Xeon Gold 6226RXeon Gold 5220RXeon Gold 5218EPYC 2 7R322 x Xeon Silver 42162 x Xeon Platinum 82802 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Gold 6226R2 x Xeon Gold 5220R11002200330044005500Min: 3202.35 / Avg: 3210.52 / Max: 3214.74Min: 1559.59 / Avg: 1571.49 / Max: 1580.5Min: 3145.86 / Avg: 3283.38 / Max: 3354.94Min: 2077.69 / Avg: 2094.53 / Max: 2107.74Min: 1952.65 / Avg: 1966.61 / Max: 1973.87Min: 1625.96 / Avg: 1635.78 / Max: 1641.15Min: 3559.68 / Avg: 3570.46 / Max: 3579.3Min: 3139.95 / Avg: 3144.7 / Max: 3149.76Min: 4701.54 / Avg: 6284.65 / Max: 6575.23Min: 5126.12 / Avg: 5284.34 / Max: 5413.51Min: 5131.81 / Avg: 5310.16 / Max: 5410.13Min: 2633.08 / Avg: 3969.6 / Max: 4172.05Min: 3717.95 / Avg: 3780.59 / Max: 3944.661. (F9X) gfortran options: -O3 -march=native -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi2. Xeon W-3275M: Open MPI 3.1.33. Xeon Silver 4216: Open MPI 4.0.3rc44. Xeon Platinum 8280: Open MPI 4.0.3rc45. Xeon Gold 6226R: Open MPI 4.0.3rc46. Xeon Gold 5220R: Open MPI 4.0.3rc47. Xeon Gold 5218: Open MPI 4.0.3rc48. EPYC 2 7R32: Open MPI 3.1.39. 2 x Xeon Silver 4216: Open MPI 4.0.3rc410. 2 x Xeon Platinum 8280: Open MPI 4.0.3rc411. 2 x Xeon Platinum 8259CL NUMA off: Open MPI 3.1.312. 2 x Xeon Platinum 8259CL: Open MPI 3.1.313. 2 x Xeon Gold 6226R: Open MPI 4.0.3rc414. 2 x Xeon Gold 5220R: Open MPI 4.0.3rc4

OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: LU.CXeon W-3275MXeon Silver 4216Xeon Platinum 8280Xeon Gold 6226RXeon Gold 5220RXeon Gold 5218EPYC 2 7R322 x Xeon Silver 42162 x Xeon Platinum 82802 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Gold 6226R2 x Xeon Gold 5220R30K60K90K120K150KSE +/- 35.10, N = 3SE +/- 38.08, N = 3SE +/- 82.95, N = 3SE +/- 30.22, N = 3SE +/- 45.25, N = 3SE +/- 41.33, N = 3SE +/- 139.53, N = 3SE +/- 91.80, N = 3SE +/- 188.25, N = 3SE +/- 32.58, N = 3SE +/- 55.32, N = 3SE +/- 50.65, N = 3SE +/- 135.16, N = 369606.8446723.0174255.6758594.5056744.8748143.4999821.8985606.53140090.3294642.99120961.91106268.33108883.401. (F9X) gfortran options: -O3 -march=native -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi2. Xeon W-3275M: Open MPI 3.1.33. Xeon Silver 4216: Open MPI 4.0.3rc44. Xeon Platinum 8280: Open MPI 4.0.3rc45. Xeon Gold 6226R: Open MPI 4.0.3rc46. Xeon Gold 5220R: Open MPI 4.0.3rc47. Xeon Gold 5218: Open MPI 4.0.3rc48. EPYC 2 7R32: Open MPI 3.1.39. 2 x Xeon Silver 4216: Open MPI 4.0.3rc410. 2 x Xeon Platinum 8280: Open MPI 4.0.3rc411. 2 x Xeon Platinum 8259CL NUMA off: Open MPI 3.1.312. 2 x Xeon Platinum 8259CL: Open MPI 3.1.313. 2 x Xeon Gold 6226R: Open MPI 4.0.3rc414. 2 x Xeon Gold 5220R: Open MPI 4.0.3rc4
OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: LU.CXeon W-3275MXeon Silver 4216Xeon Platinum 8280Xeon Gold 6226RXeon Gold 5220RXeon Gold 5218EPYC 2 7R322 x Xeon Silver 42162 x Xeon Platinum 82802 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Gold 6226R2 x Xeon Gold 5220R20K40K60K80K100KMin: 69537.04 / Avg: 69606.84 / Max: 69648.18Min: 46665.97 / Avg: 46723.01 / Max: 46795.23Min: 74132.61 / Avg: 74255.67 / Max: 74413.56Min: 58546.53 / Avg: 58594.5 / Max: 58650.34Min: 56665.37 / Avg: 56744.87 / Max: 56822.08Min: 48060.96 / Avg: 48143.49 / Max: 48188.92Min: 99545.48 / Avg: 99821.89 / Max: 99993.33Min: 85444.23 / Avg: 85606.53 / Max: 85762.01Min: 139782.23 / Avg: 140090.32 / Max: 140431.78Min: 94578.17 / Avg: 94642.99 / Max: 94681.05Min: 120853.03 / Avg: 120961.91 / Max: 121033.42Min: 106173.01 / Avg: 106268.33 / Max: 106345.67Min: 108624.98 / Avg: 108883.4 / Max: 109081.31. (F9X) gfortran options: -O3 -march=native -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi2. Xeon W-3275M: Open MPI 3.1.33. Xeon Silver 4216: Open MPI 4.0.3rc44. Xeon Platinum 8280: Open MPI 4.0.3rc45. Xeon Gold 6226R: Open MPI 4.0.3rc46. Xeon Gold 5220R: Open MPI 4.0.3rc47. Xeon Gold 5218: Open MPI 4.0.3rc48. EPYC 2 7R32: Open MPI 3.1.39. 2 x Xeon Silver 4216: Open MPI 4.0.3rc410. 2 x Xeon Platinum 8280: Open MPI 4.0.3rc411. 2 x Xeon Platinum 8259CL NUMA off: Open MPI 3.1.312. 2 x Xeon Platinum 8259CL: Open MPI 3.1.313. 2 x Xeon Gold 6226R: Open MPI 4.0.3rc414. 2 x Xeon Gold 5220R: Open MPI 4.0.3rc4

OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: MG.CXeon W-3275MXeon Silver 4216Xeon Platinum 8280Xeon Gold 6226RXeon Gold 5220RXeon Gold 5218EPYC 2 7R322 x Xeon Silver 42162 x Xeon Platinum 82802 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Gold 6226R2 x Xeon Gold 5220R15K30K45K60K75KSE +/- 40.04, N = 3SE +/- 69.19, N = 3SE +/- 129.93, N = 3SE +/- 27.89, N = 3SE +/- 114.95, N = 3SE +/- 36.97, N = 3SE +/- 796.48, N = 3SE +/- 151.51, N = 3SE +/- 860.82, N = 5SE +/- 420.94, N = 3SE +/- 304.73, N = 3SE +/- 193.70, N = 3SE +/- 464.43, N = 335376.1128301.1337089.0531633.6031197.2230328.6549330.1552832.4769175.1243490.1563393.3558681.4258984.181. (F9X) gfortran options: -O3 -march=native -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi2. Xeon W-3275M: Open MPI 3.1.33. Xeon Silver 4216: Open MPI 4.0.3rc44. Xeon Platinum 8280: Open MPI 4.0.3rc45. Xeon Gold 6226R: Open MPI 4.0.3rc46. Xeon Gold 5220R: Open MPI 4.0.3rc47. Xeon Gold 5218: Open MPI 4.0.3rc48. EPYC 2 7R32: Open MPI 3.1.39. 2 x Xeon Silver 4216: Open MPI 4.0.3rc410. 2 x Xeon Platinum 8280: Open MPI 4.0.3rc411. 2 x Xeon Platinum 8259CL NUMA off: Open MPI 3.1.312. 2 x Xeon Platinum 8259CL: Open MPI 3.1.313. 2 x Xeon Gold 6226R: Open MPI 4.0.3rc414. 2 x Xeon Gold 5220R: Open MPI 4.0.3rc4
OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: MG.CXeon W-3275MXeon Silver 4216Xeon Platinum 8280Xeon Gold 6226RXeon Gold 5220RXeon Gold 5218EPYC 2 7R322 x Xeon Silver 42162 x Xeon Platinum 82802 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Gold 6226R2 x Xeon Gold 5220R12K24K36K48K60KMin: 35296.05 / Avg: 35376.11 / Max: 35417.16Min: 28162.78 / Avg: 28301.13 / Max: 28372.29Min: 36871.31 / Avg: 37089.05 / Max: 37320.74Min: 31603.6 / Avg: 31633.57 / Max: 31689.3Min: 31005.72 / Avg: 31197.22 / Max: 31403.15Min: 30262.71 / Avg: 30328.65 / Max: 30390.59Min: 47737.23 / Avg: 49330.15 / Max: 50135.69Min: 52677.5 / Avg: 52832.47 / Max: 53135.46Min: 65816.37 / Avg: 69175.12 / Max: 70473.32Min: 42703.26 / Avg: 43490.15 / Max: 44142.79Min: 62936.33 / Avg: 63393.35 / Max: 63971.05Min: 58472.75 / Avg: 58681.42 / Max: 59068.42Min: 58217.07 / Avg: 58984.18 / Max: 59821.321. (F9X) gfortran options: -O3 -march=native -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi2. Xeon W-3275M: Open MPI 3.1.33. Xeon Silver 4216: Open MPI 4.0.3rc44. Xeon Platinum 8280: Open MPI 4.0.3rc45. Xeon Gold 6226R: Open MPI 4.0.3rc46. Xeon Gold 5220R: Open MPI 4.0.3rc47. Xeon Gold 5218: Open MPI 4.0.3rc48. EPYC 2 7R32: Open MPI 3.1.39. 2 x Xeon Silver 4216: Open MPI 4.0.3rc410. 2 x Xeon Platinum 8280: Open MPI 4.0.3rc411. 2 x Xeon Platinum 8259CL NUMA off: Open MPI 3.1.312. 2 x Xeon Platinum 8259CL: Open MPI 3.1.313. 2 x Xeon Gold 6226R: Open MPI 4.0.3rc414. 2 x Xeon Gold 5220R: Open MPI 4.0.3rc4

OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: SP.BXeon W-3275MXeon Silver 4216Xeon Platinum 8280Xeon Gold 6226RXeon Gold 5220RXeon Gold 5218EPYC 2 7R322 x Xeon Silver 42162 x Xeon Platinum 82802 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Gold 6226R2 x Xeon Gold 5220R15K30K45K60K75KSE +/- 146.25, N = 3SE +/- 57.24, N = 3SE +/- 151.80, N = 3SE +/- 23.98, N = 3SE +/- 54.67, N = 3SE +/- 13.76, N = 3SE +/- 520.84, N = 15SE +/- 157.62, N = 3SE +/- 115.61, N = 3SE +/- 42.29, N = 3SE +/- 77.17, N = 3SE +/- 190.70, N = 3SE +/- 31.12, N = 331426.5321149.6832682.1423859.7923346.5622329.3451225.1842220.9470893.4138493.5753978.9049232.2450932.881. (F9X) gfortran options: -O3 -march=native -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi2. Xeon W-3275M: Open MPI 3.1.33. Xeon Silver 4216: Open MPI 4.0.3rc44. Xeon Platinum 8280: Open MPI 4.0.3rc45. Xeon Gold 6226R: Open MPI 4.0.3rc46. Xeon Gold 5220R: Open MPI 4.0.3rc47. Xeon Gold 5218: Open MPI 4.0.3rc48. EPYC 2 7R32: Open MPI 3.1.39. 2 x Xeon Silver 4216: Open MPI 4.0.3rc410. 2 x Xeon Platinum 8280: Open MPI 4.0.3rc411. 2 x Xeon Platinum 8259CL NUMA off: Open MPI 3.1.312. 2 x Xeon Platinum 8259CL: Open MPI 3.1.313. 2 x Xeon Gold 6226R: Open MPI 4.0.3rc414. 2 x Xeon Gold 5220R: Open MPI 4.0.3rc4
OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: SP.BXeon W-3275MXeon Silver 4216Xeon Platinum 8280Xeon Gold 6226RXeon Gold 5220RXeon Gold 5218EPYC 2 7R322 x Xeon Silver 42162 x Xeon Platinum 82802 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Gold 6226R2 x Xeon Gold 5220R12K24K36K48K60KMin: 31256.3 / Avg: 31426.53 / Max: 31717.64Min: 21073.93 / Avg: 21149.68 / Max: 21261.89Min: 32463.91 / Avg: 32682.14 / Max: 32974.04Min: 23818.76 / Avg: 23859.79 / Max: 23901.82Min: 23237.23 / Avg: 23346.56 / Max: 23402.32Min: 22303.03 / Avg: 22329.34 / Max: 22349.49Min: 47454.17 / Avg: 51225.18 / Max: 53854.46Min: 41916.05 / Avg: 42220.94 / Max: 42442.75Min: 70669.66 / Avg: 70893.41 / Max: 71055.77Min: 38418.48 / Avg: 38493.57 / Max: 38564.84Min: 53838.15 / Avg: 53978.9 / Max: 54104.11Min: 48851.27 / Avg: 49232.24 / Max: 49438.54Min: 50883.15 / Avg: 50932.88 / Max: 50990.171. (F9X) gfortran options: -O3 -march=native -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi2. Xeon W-3275M: Open MPI 3.1.33. Xeon Silver 4216: Open MPI 4.0.3rc44. Xeon Platinum 8280: Open MPI 4.0.3rc45. Xeon Gold 6226R: Open MPI 4.0.3rc46. Xeon Gold 5220R: Open MPI 4.0.3rc47. Xeon Gold 5218: Open MPI 4.0.3rc48. EPYC 2 7R32: Open MPI 3.1.39. 2 x Xeon Silver 4216: Open MPI 4.0.3rc410. 2 x Xeon Platinum 8280: Open MPI 4.0.3rc411. 2 x Xeon Platinum 8259CL NUMA off: Open MPI 3.1.312. 2 x Xeon Platinum 8259CL: Open MPI 3.1.313. 2 x Xeon Gold 6226R: Open MPI 4.0.3rc414. 2 x Xeon Gold 5220R: Open MPI 4.0.3rc4

Nettle

GNU Nettle is a low-level cryptographic library. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMbyte/s, More Is BetterNettle 3.5.1Test: aes256Xeon W-3275MXeon Silver 4216Xeon Platinum 8280Xeon Gold 6226RXeon Gold 5220RXeon Gold 5218EPYC 2 7R322 x Xeon Silver 42162 x Xeon Platinum 82802 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Gold 6226R2 x Xeon Gold 5220R15003000450060007500SE +/- 39.45, N = 3SE +/- 11.26, N = 3SE +/- 7.98, N = 3SE +/- 6.01, N = 3SE +/- 2.03, N = 3SE +/- 1.48, N = 3SE +/- 0.67, N = 3SE +/- 1.63, N = 3SE +/- 3.29, N = 3SE +/- 1.10, N = 3SE +/- 4.53, N = 3SE +/- 5.89, N = 3SE +/- 24.71, N = 3SE +/- 8.42, N = 3SE +/- 2.26, N = 37070.605024.396313.166161.426133.916164.794665.335061.606320.006184.206172.555523.315513.086157.496159.21MIN: 4721.3 / MAX: 11806.11MIN: 3388.65 / MAX: 8334.48MIN: 4256.89 / MAX: 10467.36MIN: 4158.08 / MAX: 10213.08MIN: 4136.23 / MAX: 10160.8MIN: 4152.92 / MAX: 10208.98MIN: 3372.31 / MAX: 7239.74MIN: 3412.46 / MAX: 8379.01MIN: 4254.97 / MAX: 10469.4MIN: 4170.96 / MAX: 10241.48MIN: 4118.12 / MAX: 10228.73MIN: 3739.77 / MAX: 9132.41MIN: 3744.15 / MAX: 9173.02MIN: 4104.14 / MAX: 10212.45MIN: 4154.94 / MAX: 10200.041. (CC) gcc options: -O2 -ggdb3 -lnettle -lgmp -lm -lcrypto
OpenBenchmarking.orgMbyte/s, More Is BetterNettle 3.5.1Test: aes256Xeon W-3275MXeon Silver 4216Xeon Platinum 8280Xeon Gold 6226RXeon Gold 5220RXeon Gold 5218EPYC 2 7R322 x Xeon Silver 42162 x Xeon Platinum 82802 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Gold 6226R2 x Xeon Gold 5220R12002400360048006000Min: 6994.22 / Avg: 7070.6 / Max: 7125.93Min: 5002.49 / Avg: 5024.39 / Max: 5039.87Min: 6298.38 / Avg: 6313.16 / Max: 6325.78Min: 6149.75 / Avg: 6161.42 / Max: 6169.72Min: 6130.16 / Avg: 6133.91 / Max: 6137.13Min: 6162.13 / Avg: 6164.79 / Max: 6167.26Min: 4664.01 / Avg: 4665.33 / Max: 4666.19Min: 5058.65 / Avg: 5061.6 / Max: 5064.28Min: 6313.64 / Avg: 6320 / Max: 6324.62Min: 6182.2 / Avg: 6184.2 / Max: 6186Min: 6163.52 / Avg: 6172.55 / Max: 6177.76Min: 5512.18 / Avg: 5523.31 / Max: 5532.23Min: 5464.64 / Avg: 5513.08 / Max: 5545.74Min: 6141.83 / Avg: 6157.49 / Max: 6170.68Min: 6155.43 / Avg: 6159.21 / Max: 6163.251. (CC) gcc options: -O2 -ggdb3 -lnettle -lgmp -lm -lcrypto

OpenBenchmarking.orgMbyte/s, More Is BetterNettle 3.5.1Test: chachaXeon W-3275MXeon Silver 4216Xeon Platinum 8280Xeon Gold 6226RXeon Gold 5220RXeon Gold 5218EPYC 2 7R322 x Xeon Silver 42162 x Xeon Platinum 82802 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Gold 6226R2 x Xeon Gold 5220R30060090012001500SE +/- 5.99, N = 3SE +/- 0.91, N = 3SE +/- 0.86, N = 3SE +/- 0.49, N = 3SE +/- 1.02, N = 3SE +/- 0.76, N = 3SE +/- 0.08, N = 3SE +/- 0.18, N = 3SE +/- 0.37, N = 3SE +/- 0.48, N = 3SE +/- 1.27, N = 3SE +/- 4.18, N = 3SE +/- 4.50, N = 3SE +/- 0.61, N = 3SE +/- 0.41, N = 31172.15837.611051.111024.991020.091024.49750.36841.651051.941027.591025.60917.51917.751025.381024.98MIN: 567.45 / MAX: 3234.29MIN: 423.28 / MAX: 2294.55MIN: 532.77 / MAX: 2871.25MIN: 521.91 / MAX: 2799.45MIN: 519.31 / MAX: 2788.96MIN: 507.67 / MAX: 2797.4MIN: 382.32 / MAX: 2047.21MIN: 428.69 / MAX: 2296.48MIN: 535.04 / MAX: 2870.94MIN: 523.28 / MAX: 2803.78MIN: 515.88 / MAX: 2805.16MIN: 463.47 / MAX: 2517.16MIN: 461.99 / MAX: 2517.41MIN: 522.31 / MAX: 2798.89MIN: 518.14 / MAX: 2797.531. (CC) gcc options: -O2 -ggdb3 -lnettle -lgmp -lm -lcrypto
OpenBenchmarking.orgMbyte/s, More Is BetterNettle 3.5.1Test: chachaXeon W-3275MXeon Silver 4216Xeon Platinum 8280Xeon Gold 6226RXeon Gold 5220RXeon Gold 5218EPYC 2 7R322 x Xeon Silver 42162 x Xeon Platinum 82802 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Gold 6226R2 x Xeon Gold 5220R2004006008001000Min: 1160.25 / Avg: 1172.15 / Max: 1179.22Min: 836.43 / Avg: 837.61 / Max: 839.41Min: 1049.66 / Avg: 1051.11 / Max: 1052.62Min: 1024.45 / Avg: 1024.99 / Max: 1025.98Min: 1018.54 / Avg: 1020.09 / Max: 1022.02Min: 1022.99 / Avg: 1024.49 / Max: 1025.36Min: 750.2 / Avg: 750.36 / Max: 750.46Min: 841.31 / Avg: 841.65 / Max: 841.9Min: 1051.27 / Avg: 1051.94 / Max: 1052.56Min: 1026.72 / Avg: 1027.59 / Max: 1028.36Min: 1023.63 / Avg: 1025.6 / Max: 1027.97Min: 909.16 / Avg: 917.5 / Max: 921.92Min: 908.75 / Avg: 917.75 / Max: 922.25Min: 1024.21 / Avg: 1025.38 / Max: 1026.28Min: 1024.4 / Avg: 1024.97 / Max: 1025.761. (CC) gcc options: -O2 -ggdb3 -lnettle -lgmp -lm -lcrypto

OpenBenchmarking.orgMbyte/s, More Is BetterNettle 3.5.1Test: sha512Xeon W-3275MXeon Silver 4216Xeon Platinum 8280Xeon Gold 6226RXeon Gold 5220RXeon Gold 5218EPYC 2 7R322 x Xeon Silver 42162 x Xeon Platinum 82802 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Gold 6226R2 x Xeon Gold 5220R120240360480600SE +/- 2.72, N = 3SE +/- 0.56, N = 3SE +/- 0.15, N = 3SE +/- 0.77, N = 3SE +/- 1.03, N = 3SE +/- 0.19, N = 3SE +/- 0.28, N = 3SE +/- 0.28, N = 3SE +/- 0.97, N = 3SE +/- 0.61, N = 3SE +/- 2.94, N = 3SE +/- 1.80, N = 3SE +/- 2.61, N = 3SE +/- 0.11, N = 3SE +/- 0.19, N = 3550.93399.99501.98488.81485.86489.51478.09401.13500.98490.26487.55438.23437.62489.42489.151. (CC) gcc options: -O2 -ggdb3 -lnettle -lgmp -lm -lcrypto
OpenBenchmarking.orgMbyte/s, More Is BetterNettle 3.5.1Test: sha512Xeon W-3275MXeon Silver 4216Xeon Platinum 8280Xeon Gold 6226RXeon Gold 5220RXeon Gold 5218EPYC 2 7R322 x Xeon Silver 42162 x Xeon Platinum 82802 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Gold 6226R2 x Xeon Gold 5220R100200300400500Min: 546.06 / Avg: 550.93 / Max: 555.47Min: 398.89 / Avg: 399.99 / Max: 400.68Min: 501.69 / Avg: 501.98 / Max: 502.15Min: 487.27 / Avg: 488.81 / Max: 489.67Min: 484.68 / Avg: 485.86 / Max: 487.9Min: 489.15 / Avg: 489.51 / Max: 489.79Min: 477.59 / Avg: 478.09 / Max: 478.54Min: 400.57 / Avg: 401.13 / Max: 401.46Min: 499.04 / Avg: 500.98 / Max: 501.99Min: 489.12 / Avg: 490.26 / Max: 491.2Min: 481.67 / Avg: 487.55 / Max: 490.59Min: 434.63 / Avg: 438.23 / Max: 440.18Min: 432.41 / Avg: 437.62 / Max: 440.54Min: 489.25 / Avg: 489.42 / Max: 489.62Min: 488.86 / Avg: 489.15 / Max: 489.51. (CC) gcc options: -O2 -ggdb3 -lnettle -lgmp -lm -lcrypto

OpenBenchmarking.orgMbyte/s, More Is BetterNettle 3.5.1Test: poly1305-aesXeon W-3275MXeon Silver 4216Xeon Platinum 8280Xeon Gold 6226RXeon Gold 5220RXeon Gold 5218EPYC 2 7R322 x Xeon Silver 42162 x Xeon Platinum 82802 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Gold 6226R2 x Xeon Gold 5220R7001400210028003500SE +/- 24.77, N = 3SE +/- 3.38, N = 3SE +/- 0.87, N = 3SE +/- 2.79, N = 3SE +/- 5.86, N = 3SE +/- 0.60, N = 3SE +/- 0.71, N = 3SE +/- 1.74, N = 3SE +/- 1.10, N = 3SE +/- 1.01, N = 3SE +/- 17.33, N = 3SE +/- 0.36, N = 3SE +/- 15.23, N = 3SE +/- 0.50, N = 3SE +/- 0.92, N = 33207.982291.692867.482795.492779.782798.562046.352294.742868.692803.552785.992516.872497.862797.432797.221. (CC) gcc options: -O2 -ggdb3 -lnettle -lgmp -lm -lcrypto
OpenBenchmarking.orgMbyte/s, More Is BetterNettle 3.5.1Test: poly1305-aesXeon W-3275MXeon Silver 4216Xeon Platinum 8280Xeon Gold 6226RXeon Gold 5220RXeon Gold 5218EPYC 2 7R322 x Xeon Silver 42162 x Xeon Platinum 82802 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Gold 6226R2 x Xeon Gold 5220R6001200180024003000Min: 3158.5 / Avg: 3207.98 / Max: 3234.91Min: 2286.42 / Avg: 2291.69 / Max: 2297.99Min: 2866.43 / Avg: 2867.48 / Max: 2869.22Min: 2790.11 / Avg: 2795.49 / Max: 2799.47Min: 2768.08 / Avg: 2779.78 / Max: 2786.11Min: 2797.56 / Avg: 2798.56 / Max: 2799.62Min: 2045.04 / Avg: 2046.35 / Max: 2047.5Min: 2291.44 / Avg: 2294.74 / Max: 2297.36Min: 2867.47 / Avg: 2868.69 / Max: 2870.88Min: 2801.82 / Avg: 2803.55 / Max: 2805.33Min: 2751.33 / Avg: 2785.99 / Max: 2803.5Min: 2516.19 / Avg: 2516.87 / Max: 2517.41Min: 2468.03 / Avg: 2497.86 / Max: 2518.09Min: 2796.76 / Avg: 2797.43 / Max: 2798.4Min: 2796.02 / Avg: 2797.22 / Max: 2799.021. (CC) gcc options: -O2 -ggdb3 -lnettle -lgmp -lm -lcrypto

Numpy Benchmark

This is a test to obtain the general Numpy performance. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgScore, More Is BetterNumpy BenchmarkXeon W-3275MXeon Silver 4216Xeon Platinum 8280Xeon Gold 6226RXeon Gold 5220RXeon Gold 5218EPYC 2 7R322 x Xeon Silver 42162 x Xeon Platinum 82802 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Gold 6226R2 x Xeon Gold 5220R80160240320400SE +/- 2.73, N = 3SE +/- 0.89, N = 3SE +/- 2.42, N = 3SE +/- 0.54, N = 3SE +/- 3.23, N = 3SE +/- 2.01, N = 3SE +/- 1.14, N = 3SE +/- 1.91, N = 3SE +/- 3.00, N = 3SE +/- 4.26, N = 3SE +/- 2.37, N = 3SE +/- 3.32, N = 3SE +/- 0.76, N = 3SE +/- 1.46, N = 3SE +/- 0.65, N = 3367.56272.12330.33318.87313.76315.14323.58262.78321.82315.66338.44293.53310.40304.16300.73
OpenBenchmarking.orgScore, More Is BetterNumpy BenchmarkXeon W-3275MXeon Silver 4216Xeon Platinum 8280Xeon Gold 6226RXeon Gold 5220RXeon Gold 5218EPYC 2 7R322 x Xeon Silver 42162 x Xeon Platinum 82802 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Gold 6226R2 x Xeon Gold 5220R70140210280350Min: 362.41 / Avg: 367.56 / Max: 371.7Min: 270.38 / Avg: 272.12 / Max: 273.32Min: 327.88 / Avg: 330.33 / Max: 335.16Min: 317.87 / Avg: 318.87 / Max: 319.73Min: 308.16 / Avg: 313.76 / Max: 319.36Min: 311.98 / Avg: 315.14 / Max: 318.88Min: 321.84 / Avg: 323.58 / Max: 325.72Min: 259.87 / Avg: 262.78 / Max: 266.38Min: 315.83 / Avg: 321.82 / Max: 324.87Min: 307.39 / Avg: 315.66 / Max: 321.57Min: 333.72 / Avg: 338.44 / Max: 341.17Min: 287.96 / Avg: 293.53 / Max: 299.44Min: 308.9 / Avg: 310.4 / Max: 311.36Min: 301.43 / Avg: 304.16 / Max: 306.43Min: 299.89 / Avg: 300.73 / Max: 302.01

OSPray

Intel OSPray is a portable ray-tracing engine for high-performance, high-fidenlity scientific visualizations. OSPray builds off Intel's Embree and Intel SPMD Program Compiler (ISPC) components as part of the oneAPI rendering toolkit. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFPS, More Is BetterOSPray 1.8.5Demo: San Miguel - Renderer: SciVisXeon W-3275MXeon Silver 4216Xeon Platinum 8280Xeon Gold 6226RXeon Gold 5220RXeon Gold 5218EPYC 2 7R322 x Xeon Silver 42162 x Xeon Platinum 82802 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Gold 6226R2 x Xeon Gold 5220R1530456075SE +/- 0.00, N = 12SE +/- 0.00, N = 12SE +/- 0.00, N = 12SE +/- 0.04, N = 12SE +/- 0.00, N = 12SE +/- 0.00, N = 12SE +/- 0.00, N = 12SE +/- 0.07, N = 12SE +/- 0.62, N = 15SE +/- 0.00, N = 12SE +/- 0.54, N = 12SE +/- 0.92, N = 4SE +/- 0.00, N = 3SE +/- 0.60, N = 3SE +/- 0.00, N = 1234.4814.7138.4622.6923.2618.8758.8227.8469.5266.6763.5461.5862.5042.2743.48MIN: 30.3 / MAX: 35.71MIN: 14.29 / MAX: 14.93MIN: 37.04MIN: 21.74 / MAX: 22.73MIN: 21.74 / MAX: 23.81MIN: 18.52 / MAX: 19.23MIN: 52.63 / MAX: 62.5MIN: 17.86 / MAX: 28.57MIN: 37.04 / MAX: 71.43MIN: 55.56MIN: 35.71 / MAX: 66.67MIN: 55.56 / MAX: 62.5MIN: 35.71MIN: 28.57 / MAX: 43.48MIN: 28.57 / MAX: 45.45
OpenBenchmarking.orgFPS, More Is BetterOSPray 1.8.5Demo: San Miguel - Renderer: SciVisXeon W-3275MXeon Silver 4216Xeon Platinum 8280Xeon Gold 6226RXeon Gold 5220RXeon Gold 5218EPYC 2 7R322 x Xeon Silver 42162 x Xeon Platinum 82802 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Gold 6226R2 x Xeon Gold 5220R1326395265Min: 34.48 / Avg: 34.48 / Max: 34.48Min: 14.71 / Avg: 14.71 / Max: 14.71Min: 38.46 / Avg: 38.46 / Max: 38.46Min: 22.22 / Avg: 22.69 / Max: 22.73Min: 23.26 / Avg: 23.26 / Max: 23.26Min: 18.87 / Avg: 18.87 / Max: 18.87Min: 58.82 / Avg: 58.82 / Max: 58.82Min: 27.78 / Avg: 27.84 / Max: 28.57Min: 66.67 / Avg: 69.52 / Max: 71.43Min: 66.67 / Avg: 66.67 / Max: 66.67Min: 62.5 / Avg: 63.54 / Max: 66.67Min: 58.82 / Avg: 61.58 / Max: 62.5Min: 62.5 / Avg: 62.5 / Max: 62.5Min: 41.67 / Avg: 42.27 / Max: 43.48Min: 43.48 / Avg: 43.48 / Max: 43.48

OpenBenchmarking.orgFPS, More Is BetterOSPray 1.8.5Demo: XFrog Forest - Renderer: SciVisXeon W-3275MXeon Silver 4216Xeon Platinum 8280Xeon Gold 6226RXeon Gold 5220RXeon Gold 5218EPYC 2 7R322 x Xeon Silver 42162 x Xeon Platinum 82802 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Gold 6226R2 x Xeon Gold 5220R3691215SE +/- 0.00, N = 8SE +/- 0.00, N = 12SE +/- 0.00, N = 3SE +/- 0.00, N = 12SE +/- 0.00, N = 6SE +/- 0.00, N = 12SE +/- 0.04, N = 3SE +/- 0.00, N = 12SE +/- 0.00, N = 12SE +/- 0.00, N = 13SE +/- 0.00, N = 13SE +/- 0.02, N = 7SE +/- 0.00, N = 12SE +/- 0.00, N = 12SE +/- 0.00, N = 65.722.346.253.683.703.0111.034.5712.0511.3611.3610.3210.427.097.19MIN: 5.56 / MAX: 5.78MIN: 2.3 / MAX: 2.36MIN: 6.13 / MAX: 6.29MIN: 3.64 / MAX: 3.7MIN: 3.66 / MAX: 3.73MIN: 2.98 / MAX: 3.05MIN: 10.75 / MAX: 11.24MIN: 4.08 / MAX: 4.61MIN: 9.71 / MAX: 12.2MIN: 10.99 / MAX: 11.49MIN: 9.8 / MAX: 11.49MIN: 10.1 / MAX: 10.42MIN: 8.2 / MAX: 10.53MIN: 6.37 / MAX: 7.14MIN: 6.45 / MAX: 7.25
OpenBenchmarking.orgFPS, More Is BetterOSPray 1.8.5Demo: XFrog Forest - Renderer: SciVisXeon W-3275MXeon Silver 4216Xeon Platinum 8280Xeon Gold 6226RXeon Gold 5220RXeon Gold 5218EPYC 2 7R322 x Xeon Silver 42162 x Xeon Platinum 82802 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Gold 6226R2 x Xeon Gold 5220R48121620Min: 5.71 / Avg: 5.72 / Max: 5.75Min: 2.34 / Avg: 2.34 / Max: 2.34Min: 6.25 / Avg: 6.25 / Max: 6.25Min: 3.68 / Avg: 3.68 / Max: 3.68Min: 3.69 / Avg: 3.7 / Max: 3.7Min: 3.01 / Avg: 3.01 / Max: 3.01Min: 10.99 / Avg: 11.03 / Max: 11.11Min: 4.57 / Avg: 4.57 / Max: 4.57Min: 12.05 / Avg: 12.05 / Max: 12.05Min: 11.36 / Avg: 11.36 / Max: 11.36Min: 11.36 / Avg: 11.36 / Max: 11.36Min: 10.31 / Avg: 10.32 / Max: 10.42Min: 10.42 / Avg: 10.42 / Max: 10.42Min: 7.09 / Avg: 7.09 / Max: 7.09Min: 7.19 / Avg: 7.19 / Max: 7.19

OpenBenchmarking.orgFPS, More Is BetterOSPray 1.8.5Demo: San Miguel - Renderer: Path TracerXeon W-3275MXeon Silver 4216Xeon Platinum 8280Xeon Gold 6226RXeon Gold 5220RXeon Gold 5218EPYC 2 7R322 x Xeon Silver 42162 x Xeon Platinum 82802 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Gold 6226R2 x Xeon Gold 5220R246810SE +/- 0.00, N = 12SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 4SE +/- 0.00, N = 6SE +/- 0.01, N = 3SE +/- 0.00, N = 4SE +/- 0.01, N = 5SE +/- 0.01, N = 4SE +/- 0.00, N = 12SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 8SE +/- 0.00, N = 73.251.403.522.022.141.754.732.636.535.875.825.545.583.713.95MIN: 3.16 / MAX: 3.28MAX: 1.41MIN: 3.48 / MAX: 3.53MAX: 2.03MIN: 2.13 / MAX: 2.15MIN: 1.74 / MAX: 1.76MIN: 4.69 / MAX: 4.78MIN: 2.35 / MAX: 2.64MIN: 5.18 / MAX: 6.58MIN: 5.75 / MAX: 5.92MIN: 4.69 / MAX: 5.88MIN: 5.49 / MAX: 5.59MIN: 4.61 / MAX: 5.62MIN: 2.99 / MAX: 3.73MIN: 3.41 / MAX: 3.98
OpenBenchmarking.orgFPS, More Is BetterOSPray 1.8.5Demo: San Miguel - Renderer: Path TracerXeon W-3275MXeon Silver 4216Xeon Platinum 8280Xeon Gold 6226RXeon Gold 5220RXeon Gold 5218EPYC 2 7R322 x Xeon Silver 42162 x Xeon Platinum 82802 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Gold 6226R2 x Xeon Gold 5220R3691215Min: 3.25 / Avg: 3.25 / Max: 3.26Min: 1.4 / Avg: 1.4 / Max: 1.4Min: 3.51 / Avg: 3.52 / Max: 3.52Min: 2.02 / Avg: 2.02 / Max: 2.02Min: 2.14 / Avg: 2.14 / Max: 2.14Min: 1.75 / Avg: 1.75 / Max: 1.75Min: 4.72 / Avg: 4.73 / Max: 4.74Min: 2.62 / Avg: 2.63 / Max: 2.63Min: 6.49 / Avg: 6.53 / Max: 6.54Min: 5.85 / Avg: 5.87 / Max: 5.88Min: 5.81 / Avg: 5.82 / Max: 5.85Min: 5.52 / Avg: 5.54 / Max: 5.56Min: 5.56 / Avg: 5.58 / Max: 5.59Min: 3.7 / Avg: 3.71 / Max: 3.72Min: 3.95 / Avg: 3.95 / Max: 3.97

OpenBenchmarking.orgFPS, More Is BetterOSPray 1.8.5Demo: NASA Streamlines - Renderer: SciVisXeon W-3275MXeon Silver 4216Xeon Platinum 8280Xeon Gold 6226RXeon Gold 5220RXeon Gold 5218EPYC 2 7R322 x Xeon Silver 42162 x Xeon Platinum 82802 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Gold 6226R2 x Xeon Gold 5220R20406080100SE +/- 0.00, N = 3SE +/- 0.00, N = 12SE +/- 0.00, N = 12SE +/- 0.00, N = 12SE +/- 0.00, N = 12SE +/- 0.00, N = 12SE +/- 0.00, N = 12SE +/- 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 = 1545.4518.1850.0029.4128.5723.2676.9234.4890.9183.3382.6276.9276.9255.5655.56MIN: 43.48 / MAX: 47.62MIN: 17.86 / MAX: 18.52MIN: 43.48MIN: 26.32MIN: 26.32 / MAX: 29.41MIN: 22.73 / MAX: 23.81MIN: 71.43 / MAX: 83.33MIN: 18.87 / MAX: 35.71MIN: 29.41MIN: 71.43 / MAX: 90.91MIN: 26.32 / MAX: 90.91MIN: 71.43 / MAX: 83.33MIN: 27.78 / MAX: 83.33MIN: 19.23MIN: 24.39
OpenBenchmarking.orgFPS, More Is BetterOSPray 1.8.5Demo: NASA Streamlines - Renderer: SciVisXeon W-3275MXeon Silver 4216Xeon Platinum 8280Xeon Gold 6226RXeon Gold 5220RXeon Gold 5218EPYC 2 7R322 x Xeon Silver 42162 x Xeon Platinum 82802 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Gold 6226R2 x Xeon Gold 5220R20406080100Min: 45.45 / Avg: 45.45 / Max: 45.45Min: 18.18 / Avg: 18.18 / Max: 18.18Min: 29.41 / Avg: 29.41 / Max: 29.41Min: 28.57 / Avg: 28.57 / Max: 28.57Min: 23.26 / Avg: 23.26 / Max: 23.26Min: 76.92 / Avg: 76.92 / Max: 76.92Min: 34.48 / Avg: 34.48 / Max: 34.48Min: 90.91 / Avg: 90.91 / Max: 90.91Min: 83.33 / Avg: 83.33 / Max: 83.33Min: 76.92 / Avg: 82.62 / Max: 83.33Min: 76.92 / Avg: 76.92 / Max: 76.92Min: 76.92 / Avg: 76.92 / Max: 76.92Min: 55.56 / Avg: 55.56 / Max: 55.56Min: 55.56 / Avg: 55.56 / Max: 55.56

OpenBenchmarking.orgFPS, More Is BetterOSPray 1.8.5Demo: XFrog Forest - Renderer: Path TracerXeon W-3275MXeon Silver 4216Xeon Platinum 8280Xeon Gold 6226RXeon Gold 5220RXeon Gold 5218EPYC 2 7R322 x Xeon Silver 42162 x Xeon Platinum 82802 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Gold 6226R2 x Xeon Gold 5220R246810SE +/- 0.00, N = 7SE +/- 0.00, N = 3SE +/- 0.00, N = 4SE +/- 0.00, N = 3SE +/- 0.00, N = 6SE +/- 0.00, N = 3SE +/- 0.02, N = 3SE +/- 0.00, N = 5SE +/- 0.00, N = 12SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 6SE +/- 0.00, N = 12SE +/- 0.00, N = 12SE +/- 0.00, N = 123.171.313.462.022.061.685.852.556.676.246.255.715.713.883.98MIN: 3.09 / MAX: 3.19MIN: 1.3 / MAX: 1.32MIN: 3.41 / MAX: 3.47MIN: 2 / MAX: 2.04MIN: 2.04 / MAX: 2.07MIN: 1.67MIN: 5.65 / MAX: 5.99MIN: 2.28 / MAX: 2.57MIN: 5.85 / MAX: 6.76MIN: 6.1 / MAX: 6.29MIN: 5.68 / MAX: 6.29MIN: 5.59 / MAX: 5.75MIN: 5.08 / MAX: 5.78MIN: 3.57 / MAX: 3.92MIN: 3.64 / MAX: 4.02
OpenBenchmarking.orgFPS, More Is BetterOSPray 1.8.5Demo: XFrog Forest - Renderer: Path TracerXeon W-3275MXeon Silver 4216Xeon Platinum 8280Xeon Gold 6226RXeon Gold 5220RXeon Gold 5218EPYC 2 7R322 x Xeon Silver 42162 x Xeon Platinum 82802 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Gold 6226R2 x Xeon Gold 5220R3691215Min: 3.16 / Avg: 3.17 / Max: 3.17Min: 1.31 / Avg: 1.31 / Max: 1.31Min: 3.45 / Avg: 3.46 / Max: 3.46Min: 2.02 / Avg: 2.02 / Max: 2.02Min: 2.05 / Avg: 2.06 / Max: 2.06Min: 1.68 / Avg: 1.68 / Max: 1.68Min: 5.81 / Avg: 5.85 / Max: 5.88Min: 2.55 / Avg: 2.55 / Max: 2.56Min: 6.67 / Avg: 6.67 / Max: 6.67Min: 6.21 / Avg: 6.24 / Max: 6.25Min: 6.25 / Avg: 6.25 / Max: 6.25Min: 5.68 / Avg: 5.71 / Max: 5.71Min: 5.71 / Avg: 5.71 / Max: 5.71Min: 3.88 / Avg: 3.88 / Max: 3.88Min: 3.98 / Avg: 3.98 / Max: 3.98

OpenBenchmarking.orgFPS, More Is BetterOSPray 1.8.5Demo: Magnetic Reconnection - Renderer: SciVisXeon W-3275MXeon Silver 4216Xeon Platinum 8280Xeon Gold 6226RXeon Gold 5220RXeon Gold 5218EPYC 2 7R322 x Xeon Silver 42162 x Xeon Platinum 82802 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Gold 6226R2 x Xeon Gold 5220R1632486480SE +/- 0.08, N = 4SE +/- 0.60, N = 3SE +/- 0.16, N = 4SE +/- 0.00, N = 12SE +/- 0.00, N = 15SE +/- 0.27, N = 4SE +/- 0.00, N = 12SE +/- 0.00, N = 12SE +/- 0.88, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 1240.0017.9442.8725.4827.0322.2240.0032.5371.4358.8250.8862.5062.5045.4547.62MIN: 37.04MIN: 16.95 / MAX: 18.18MIN: 38.46 / MAX: 43.48MIN: 24.39 / MAX: 25.64MIN: 24.39MIN: 21.28MIN: 38.46 / MAX: 41.67MIN: 14.93 / MAX: 33.33MIN: 15.87 / MAX: 76.92MIN: 52.63MIN: 16.95 / MAX: 55.56MIN: 58.82 / MAX: 66.67MIN: 18.52 / MAX: 66.67MIN: 20MIN: 16.67 / MAX: 50
OpenBenchmarking.orgFPS, More Is BetterOSPray 1.8.5Demo: Magnetic Reconnection - Renderer: SciVisXeon W-3275MXeon Silver 4216Xeon Platinum 8280Xeon Gold 6226RXeon Gold 5220RXeon Gold 5218EPYC 2 7R322 x Xeon Silver 42162 x Xeon Platinum 82802 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Gold 6226R2 x Xeon Gold 5220R1428425670Min: 17.86 / Avg: 17.94 / Max: 18.18Min: 41.67 / Avg: 42.87 / Max: 43.48Min: 25 / Avg: 25.48 / Max: 25.64Min: 27.03 / Avg: 27.03 / Max: 27.03Min: 22.22 / Avg: 22.22 / Max: 22.22Min: 32.26 / Avg: 32.53 / Max: 33.33Min: 71.43 / Avg: 71.43 / Max: 71.43Min: 58.82 / Avg: 58.82 / Max: 58.82Min: 50 / Avg: 50.88 / Max: 52.63Min: 62.5 / Avg: 62.5 / Max: 62.5Min: 62.5 / Avg: 62.5 / Max: 62.5Min: 45.45 / Avg: 45.45 / Max: 45.45Min: 47.62 / Avg: 47.62 / Max: 47.62

OpenBenchmarking.orgFPS, More Is BetterOSPray 1.8.5Demo: NASA Streamlines - Renderer: Path TracerXeon W-3275MXeon Silver 4216Xeon Platinum 8280Xeon Gold 6226RXeon Gold 5220RXeon Gold 5218EPYC 2 7R322 x Xeon Silver 42162 x Xeon Platinum 82802 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Gold 6226R2 x Xeon Gold 5220R48121620SE +/- 0.006, N = 12SE +/- 0.000, N = 15SE +/- 0.030, N = 3SE +/- 0.008, N = 4SE +/- 0.000, N = 12SE +/- 0.006, N = 3SE +/- 0.068, N = 4SE +/- 0.000, N = 12SE +/- 0.000, N = 12SE +/- 0.000, N = 12SE +/- 0.073, N = 4SE +/- 0.080, N = 3SE +/- 0.000, N = 3SE +/- 0.037, N = 3SE +/- 0.000, N = 128.6903.4109.4905.5205.3804.37016.6006.62018.18016.95017.02015.54015.62510.56010.420MIN: 8.33 / MAX: 9.01MIN: 3.33 / MAX: 3.45MIN: 9.26 / MAX: 9.62MIN: 5.43 / MAX: 5.62MIN: 5.29 / MAX: 5.46MIN: 4.29 / MAX: 4.44MIN: 15.87 / MAX: 16.95MIN: 5.52 / MAX: 6.76MIN: 12.2 / MAX: 18.52MIN: 16.13 / MAX: 17.54MIN: 11.76 / MAX: 17.54MIN: 14.93 / MAX: 15.87MIN: 11.11 / MAX: 15.87MIN: 8.77 / MAX: 10.75MIN: 8.47 / MAX: 10.53
OpenBenchmarking.orgFPS, More Is BetterOSPray 1.8.5Demo: NASA Streamlines - Renderer: Path TracerXeon W-3275MXeon Silver 4216Xeon Platinum 8280Xeon Gold 6226RXeon Gold 5220RXeon Gold 5218EPYC 2 7R322 x Xeon Silver 42162 x Xeon Platinum 82802 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Gold 6226R2 x Xeon Gold 5220R510152025Min: 8.62 / Avg: 8.69 / Max: 8.7Min: 3.41 / Avg: 3.41 / Max: 3.41Min: 9.43 / Avg: 9.49 / Max: 9.52Min: 5.49 / Avg: 5.52 / Max: 5.52Min: 5.38 / Avg: 5.38 / Max: 5.38Min: 4.37 / Avg: 4.37 / Max: 4.39Min: 16.39 / Avg: 16.6 / Max: 16.67Min: 6.62 / Avg: 6.62 / Max: 6.62Min: 18.18 / Avg: 18.18 / Max: 18.18Min: 16.95 / Avg: 16.95 / Max: 16.95Min: 16.95 / Avg: 17.02 / Max: 17.24Min: 15.38 / Avg: 15.54 / Max: 15.63Min: 15.63 / Avg: 15.63 / Max: 15.63Min: 10.53 / Avg: 10.56 / Max: 10.64Min: 10.42 / Avg: 10.42 / Max: 10.42

PHPBench

PHPBench is a benchmark suite for PHP. It performs a large number of simple tests in order to bench various aspects of the PHP interpreter. PHPBench can be used to compare hardware, operating systems, PHP versions, PHP accelerators and caches, compiler options, etc. The number of iterations used is 1,000,000. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgScore, More Is BetterPHPBench 0.8.1PHP Benchmark SuiteXeon W-3275MXeon Silver 4216Xeon Platinum 8280Xeon Gold 6226RXeon Gold 5220RXeon Gold 5218EPYC 2 7R322 x Xeon Silver 42162 x Xeon Platinum 82802 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Gold 6226R2 x Xeon Gold 5220R160K320K480K640K800KSE +/- 1014.34, N = 3SE +/- 1865.15, N = 3SE +/- 425.09, N = 3SE +/- 752.01, N = 3SE +/- 862.18, N = 3SE +/- 786.96, N = 3SE +/- 1283.26, N = 3SE +/- 200.00, N = 3SE +/- 884.68, N = 3SE +/- 312.21, N = 3SE +/- 144.16, N = 3SE +/- 377.70, N = 3SE +/- 961.65, N = 3SE +/- 164.78, N = 3SE +/- 914.97, N = 3734339515697649164632431629690632455500524519964649693639026640173574348573483632601631283
OpenBenchmarking.orgScore, More Is BetterPHPBench 0.8.1PHP Benchmark SuiteXeon W-3275MXeon Silver 4216Xeon Platinum 8280Xeon Gold 6226RXeon Gold 5220RXeon Gold 5218EPYC 2 7R322 x Xeon Silver 42162 x Xeon Platinum 82802 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Gold 6226R2 x Xeon Gold 5220R130K260K390K520K650KMin: 732922 / Avg: 734339.33 / Max: 736305Min: 512246 / Avg: 515697 / Max: 518649Min: 648353 / Avg: 649164.33 / Max: 649790Min: 631080 / Avg: 632430.67 / Max: 633679Min: 628011 / Avg: 629690.33 / Max: 630869Min: 631143 / Avg: 632455.33 / Max: 633864Min: 498182 / Avg: 500524.33 / Max: 502604Min: 519571 / Avg: 519964.33 / Max: 520224Min: 648043 / Avg: 649693.33 / Max: 651071Min: 638633 / Avg: 639026.33 / Max: 639643Min: 639891 / Avg: 640173 / Max: 640366Min: 573893 / Avg: 574348.33 / Max: 575098Min: 571806 / Avg: 573483 / Max: 575137Min: 632365 / Avg: 632600.67 / Max: 632918Min: 629545 / Avg: 631283 / Max: 632648

PostgreSQL pgbench

This is a simple benchmark of PostgreSQL using pgbench. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgTPS, More Is BetterPostgreSQL pgbench 12.0Scaling: Buffer Test - Test: Normal Load - Mode: Read OnlyXeon W-3275MXeon Silver 4216Xeon Platinum 8280Xeon Gold 6226RXeon Gold 5220RXeon Gold 5218EPYC 2 7R322 x Xeon Silver 42162 x Xeon Platinum 82802 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Gold 6226R2 x Xeon Gold 5220R200K400K600K800K1000KSE +/- 3571.60, N = 3SE +/- 517.49, N = 3SE +/- 1625.61, N = 3SE +/- 358.06, N = 3SE +/- 474.33, N = 3SE +/- 198.36, N = 3SE +/- 953.22, N = 3SE +/- 568.07, N = 3SE +/- 10457.35, N = 3SE +/- 1557.39, N = 3SE +/- 13693.01, N = 9SE +/- 1194.42, N = 3SE +/- 2473.02, N = 3SE +/- 494.87, N = 3SE +/- 2029.20, N = 3567696.51313376.78560887.77376860.32383120.69322051.63891303.12501697.24909916.49725740.72629984.51790827.57795715.31587882.23598798.571. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -lcrypt -ldl -lm
OpenBenchmarking.orgTPS, More Is BetterPostgreSQL pgbench 12.0Scaling: Buffer Test - Test: Normal Load - Mode: Read OnlyXeon W-3275MXeon Silver 4216Xeon Platinum 8280Xeon Gold 6226RXeon Gold 5220RXeon Gold 5218EPYC 2 7R322 x Xeon Silver 42162 x Xeon Platinum 82802 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Gold 6226R2 x Xeon Gold 5220R160K320K480K640K800KMin: 560577.35 / Avg: 567696.51 / Max: 571763.28Min: 312701.01 / Avg: 313376.78 / Max: 314393.56Min: 558294.41 / Avg: 560887.77 / Max: 563882.61Min: 376205.34 / Avg: 376860.32 / Max: 377438.56Min: 382529.46 / Avg: 383120.69 / Max: 384058.8Min: 321655.17 / Avg: 322051.63 / Max: 322262.29Min: 889665.53 / Avg: 891303.12 / Max: 892967.25Min: 500598.54 / Avg: 501697.24 / Max: 502497.06Min: 889390.87 / Avg: 909916.49 / Max: 923656.76Min: 723085.69 / Avg: 725740.72 / Max: 728478.74Min: 578714.27 / Avg: 629984.51 / Max: 682573.49Min: 789522.7 / Avg: 790827.57 / Max: 793212.9Min: 791487.07 / Avg: 795715.31 / Max: 800051.82Min: 586912.65 / Avg: 587882.23 / Max: 588539.11Min: 595281.68 / Avg: 598798.57 / Max: 602311.051. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -lcrypt -ldl -lm

OpenBenchmarking.orgTPS, More Is BetterPostgreSQL pgbench 12.0Scaling: Buffer Test - Test: Normal Load - Mode: Read WriteXeon W-3275MXeon Silver 4216Xeon Platinum 8280Xeon Gold 6226RXeon Gold 5220RXeon Gold 5218EPYC 2 7R322 x Xeon Silver 42162 x Xeon Platinum 82802 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Gold 6226R2 x Xeon Gold 5220R11K22K33K44K55KSE +/- 85.02, N = 3SE +/- 132.22, N = 3SE +/- 370.72, N = 3SE +/- 56.97, N = 3SE +/- 54.71, N = 3SE +/- 1.34, N = 3SE +/- 319.58, N = 12SE +/- 220.44, N = 3SE +/- 19.82, N = 3SE +/- 38.08, N = 3SE +/- 141.57, N = 6SE +/- 408.27, N = 6SE +/- 56.30, N = 3SE +/- 119.26, N = 3SE +/- 158.35, N = 311704.2340373.3053139.0646503.2845518.5940894.906105.7334916.0324466.913197.743890.773168.734009.4137715.2234227.721. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -lcrypt -ldl -lm
OpenBenchmarking.orgTPS, More Is BetterPostgreSQL pgbench 12.0Scaling: Buffer Test - Test: Normal Load - Mode: Read WriteXeon W-3275MXeon Silver 4216Xeon Platinum 8280Xeon Gold 6226RXeon Gold 5220RXeon Gold 5218EPYC 2 7R322 x Xeon Silver 42162 x Xeon Platinum 82802 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Gold 6226R2 x Xeon Gold 5220R9K18K27K36K45KMin: 11599 / Avg: 11704.23 / Max: 11872.53Min: 40198.1 / Avg: 40373.3 / Max: 40632.44Min: 52431.12 / Avg: 53139.06 / Max: 53683.87Min: 46401.35 / Avg: 46503.28 / Max: 46598.36Min: 45420.61 / Avg: 45518.59 / Max: 45609.74Min: 40892.37 / Avg: 40894.9 / Max: 40896.93Min: 3879.36 / Avg: 6105.73 / Max: 8171.25Min: 34475.18 / Avg: 34916.03 / Max: 35140.42Min: 24428.59 / Avg: 24466.91 / Max: 24494.87Min: 3155.02 / Avg: 3197.74 / Max: 3273.7Min: 3372.92 / Avg: 3890.77 / Max: 4382.18Min: 1143.58 / Avg: 3168.73 / Max: 3711.81Min: 3926.05 / Avg: 4009.41 / Max: 4116.64Min: 37555.9 / Avg: 37715.22 / Max: 37948.6Min: 34030.93 / Avg: 34227.72 / Max: 34541.021. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -lcrypt -ldl -lm

PyBench

This test profile reports the total time of the different average timed test results from PyBench. PyBench reports average test times for different functions such as BuiltinFunctionCalls and NestedForLoops, with this total result providing a rough estimate as to Python's average performance on a given system. This test profile runs PyBench each time for 20 rounds. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyBench 2018-02-16Total For Average Test TimesXeon W-3275MXeon Silver 4216Xeon Platinum 8280Xeon Gold 6226RXeon Gold 5220RXeon Gold 5218EPYC 2 7R322 x Xeon Silver 42162 x Xeon Platinum 82802 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Gold 6226R2 x Xeon Gold 5220R30060090012001500SE +/- 1.45, N = 3SE +/- 0.58, N = 3SE +/- 1.15, N = 3SE +/- 3.06, N = 3SE +/- 12.17, N = 3SE +/- 3.18, N = 3SE +/- 0.67, N = 3SE +/- 1.00, N = 3SE +/- 0.88, N = 3SE +/- 4.73, N = 3SE +/- 1.33, N = 3SE +/- 1.00, N = 3SE +/- 0.67, N = 3SE +/- 1.45, N = 395113421076110311141101122613431073112311331253125211041100
OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyBench 2018-02-16Total For Average Test TimesXeon W-3275MXeon Silver 4216Xeon Platinum 8280Xeon Gold 6226RXeon Gold 5220RXeon Gold 5218EPYC 2 7R322 x Xeon Silver 42162 x Xeon Platinum 82802 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Gold 6226R2 x Xeon Gold 5220R2004006008001000Min: 949 / Avg: 951.33 / Max: 954Min: 1341 / Avg: 1342 / Max: 1343Min: 1074 / Avg: 1076 / Max: 1078Min: 1099 / Avg: 1103 / Max: 1109Min: 1101 / Avg: 1113.67 / Max: 1138Min: 1220 / Avg: 1225.67 / Max: 1231Min: 1342 / Avg: 1343.33 / Max: 1344Min: 1072 / Avg: 1073 / Max: 1075Min: 1121 / Avg: 1122.67 / Max: 1124Min: 1126 / Avg: 1133 / Max: 1142Min: 1250 / Avg: 1252.67 / Max: 1254Min: 1251 / Avg: 1252 / Max: 1254Min: 1103 / Avg: 1103.67 / Max: 1105Min: 1098 / Avg: 1100.33 / Max: 1103

PyPerformance

PyPerformance is the reference Python performance benchmark suite. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: floatXeon W-3275MXeon Silver 4216Xeon Platinum 8280Xeon Gold 6226RXeon Gold 5220RXeon Gold 52182 x Xeon Silver 42162 x Xeon Platinum 82802 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Gold 6226R2 x Xeon Gold 5220R306090120150SE +/- 0.12, N = 3SE +/- 0.33, N = 3SE +/- 0.33, N = 394.5137.0109.0115.0114.0114.0137.0109.0123.0123.0113.0113.0
OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: floatXeon W-3275MXeon Silver 4216Xeon Platinum 8280Xeon Gold 6226RXeon Gold 5220RXeon Gold 52182 x Xeon Silver 42162 x Xeon Platinum 82802 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Gold 6226R2 x Xeon Gold 5220R306090120150Min: 94.3 / Avg: 94.53 / Max: 94.7Min: 123 / Avg: 123.33 / Max: 124Min: 113 / Avg: 113.33 / Max: 114

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: regex_compileXeon W-3275MXeon Silver 4216Xeon Platinum 8280Xeon Gold 6226RXeon Gold 5220RXeon Gold 5218EPYC 2 7R322 x Xeon Silver 42162 x Xeon Platinum 82802 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Gold 6226R2 x Xeon Gold 5220R50100150200250SE +/- 1.20, N = 3SE +/- 0.33, N = 3157204164168168167213204164200200167167
OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: regex_compileXeon W-3275MXeon Silver 4216Xeon Platinum 8280Xeon Gold 6226RXeon Gold 5220RXeon Gold 5218EPYC 2 7R322 x Xeon Silver 42162 x Xeon Platinum 82802 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Gold 6226R2 x Xeon Gold 5220R4080120160200Min: 155 / Avg: 156.67 / Max: 159Min: 213 / Avg: 213.33 / Max: 214

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: python_startupXeon W-3275MXeon Silver 4216Xeon Platinum 8280Xeon Gold 6226RXeon Gold 5220RXeon Gold 5218EPYC 2 7R322 x Xeon Silver 42162 x Xeon Platinum 82802 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Gold 6226R2 x Xeon Gold 5220R510152025SE +/- 0.09, N = 3SE +/- 0.03, N = 3SE +/- 0.07, N = 3SE +/- 0.09, N = 3SE +/- 0.00, N = 3SE +/- 0.06, N = 3SE +/- 0.00, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.00, N = 317.715.411.211.011.311.116.315.411.222.611.310.911.2
OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: python_startupXeon W-3275MXeon Silver 4216Xeon Platinum 8280Xeon Gold 6226RXeon Gold 5220RXeon Gold 5218EPYC 2 7R322 x Xeon Silver 42162 x Xeon Platinum 82802 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Gold 6226R2 x Xeon Gold 5220R510152025Min: 17.6 / Avg: 17.73 / Max: 17.9Min: 15.4 / Avg: 15.43 / Max: 15.5Min: 11.1 / Avg: 11.17 / Max: 11.3Min: 10.8 / Avg: 10.97 / Max: 11.1Min: 11.3 / Avg: 11.3 / Max: 11.3Min: 11 / Avg: 11.1 / Max: 11.2Min: 16.3 / Avg: 16.3 / Max: 16.3Min: 15.4 / Avg: 15.43 / Max: 15.5Min: 11.2 / Avg: 11.23 / Max: 11.3Min: 22.5 / Avg: 22.57 / Max: 22.6Min: 11.2 / Avg: 11.27 / Max: 11.3Min: 10.8 / Avg: 10.87 / Max: 10.9Min: 11.2 / Avg: 11.2 / Max: 11.2

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: django_templateXeon W-3275MXeon Silver 4216Xeon Platinum 8280Xeon Gold 6226RXeon Gold 5220RXeon Gold 5218EPYC 2 7R322 x Xeon Silver 42162 x Xeon Platinum 82802 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Gold 6226R2 x Xeon Gold 5220R1530456075SE +/- 0.67, N = 3SE +/- 0.00, N = 3SE +/- 0.06, N = 3SE +/- 0.03, N = 3SE +/- 0.06, N = 3SE +/- 0.00, N = 3SE +/- 0.09, N = 3SE +/- 0.06, N = 3SE +/- 0.07, N = 3SE +/- 0.07, N = 3SE +/- 0.09, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 349.957.546.247.347.147.266.457.545.964.164.247.147.3
OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: django_templateXeon W-3275MXeon Silver 4216Xeon Platinum 8280Xeon Gold 6226RXeon Gold 5220RXeon Gold 5218EPYC 2 7R322 x Xeon Silver 42162 x Xeon Platinum 82802 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Gold 6226R2 x Xeon Gold 5220R1326395265Min: 49.1 / Avg: 49.87 / Max: 51.2Min: 57.5 / Avg: 57.5 / Max: 57.5Min: 46.1 / Avg: 46.2 / Max: 46.3Min: 47.2 / Avg: 47.27 / Max: 47.3Min: 47 / Avg: 47.1 / Max: 47.2Min: 47.2 / Avg: 47.2 / Max: 47.2Min: 66.2 / Avg: 66.37 / Max: 66.5Min: 57.4 / Avg: 57.5 / Max: 57.6Min: 45.8 / Avg: 45.87 / Max: 46Min: 64 / Avg: 64.07 / Max: 64.2Min: 64 / Avg: 64.17 / Max: 64.3Min: 47.1 / Avg: 47.13 / Max: 47.2Min: 47.3 / Avg: 47.33 / Max: 47.4

Radiance Benchmark

This is a benchmark of NREL Radiance, a synthetic imaging system that is open-source and developed by the Lawrence Berkeley National Laboratory in California. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterRadiance Benchmark 5.0Test: SerialXeon W-3275MXeon Silver 4216Xeon Platinum 8280Xeon Gold 6226RXeon Gold 5220RXeon Gold 5218EPYC 2 7R322 x Xeon Silver 42162 x Xeon Platinum 82802 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Gold 6226R2 x Xeon Gold 5220R2004006008001000665.70909.32728.36746.69749.92747.84730.70907.76728.25753.43753.64841.32841.65745.69746.92

OpenBenchmarking.orgSeconds, Fewer Is BetterRadiance Benchmark 5.0Test: SMP ParallelXeon W-3275MXeon Silver 4216Xeon Platinum 8280Xeon Gold 6226RXeon Gold 5220RXeon Gold 5218EPYC 2 7R322 x Xeon Silver 42162 x Xeon Platinum 82802 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Gold 6226R2 x Xeon Gold 5220R70140210280350219.84299.74235.00242.00242.52241.90219.65281.25226.08227.16232.70255.59258.34233.04230.56

Renaissance

Renaissance is a suite of benchmarks designed to test the Java JVM from Apache Spark to a Twitter-like service to Scala and other features. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.10.0Test: Scala DottyXeon W-3275MXeon Silver 4216Xeon Platinum 8280Xeon Gold 6226RXeon Gold 5220RXeon Gold 5218EPYC 2 7R322 x Xeon Silver 42162 x Xeon Platinum 82802 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Gold 6226R2 x Xeon Gold 5220R2K4K6K8K10KSE +/- 31.93, N = 5SE +/- 17.62, N = 5SE +/- 19.31, N = 5SE +/- 46.73, N = 5SE +/- 50.08, N = 5SE +/- 41.65, N = 5SE +/- 29.54, N = 5SE +/- 82.66, N = 9SE +/- 56.89, N = 13SE +/- 19.51, N = 5SE +/- 21.19, N = 5SE +/- 54.97, N = 5SE +/- 20.56, N = 5SE +/- 78.90, N = 5SE +/- 62.31, N = 56970.908634.696664.256999.507556.338286.126577.348583.016890.617042.356733.167566.347256.927231.017414.62
OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.10.0Test: Scala DottyXeon W-3275MXeon Silver 4216Xeon Platinum 8280Xeon Gold 6226RXeon Gold 5220RXeon Gold 5218EPYC 2 7R322 x Xeon Silver 42162 x Xeon Platinum 82802 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Gold 6226R2 x Xeon Gold 5220R15003000450060007500Min: 6856.98 / Avg: 6970.9 / Max: 7034.61Min: 8600.06 / Avg: 8634.69 / Max: 8698.38Min: 6625.19 / Avg: 6664.25 / Max: 6730.91Min: 6892.42 / Avg: 6999.5 / Max: 7114.83Min: 7412.44 / Avg: 7556.33 / Max: 7687.17Min: 8201.84 / Avg: 8286.12 / Max: 8399.74Min: 6535.3 / Avg: 6577.34 / Max: 6691.79Min: 8377.21 / Avg: 8583.01 / Max: 9194.05Min: 6633.44 / Avg: 6890.61 / Max: 7222.02Min: 7002.06 / Avg: 7042.35 / Max: 7115.31Min: 6678.09 / Avg: 6733.16 / Max: 6784.38Min: 7430.71 / Avg: 7566.34 / Max: 7748.52Min: 7179.99 / Avg: 7256.92 / Max: 7299.88Min: 6948.92 / Avg: 7231.01 / Max: 7394.3Min: 7311.63 / Avg: 7414.62 / Max: 7657.85

OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.10.0Test: Apache Spark BayesXeon W-3275MXeon Silver 4216Xeon Platinum 8280Xeon Gold 6226RXeon Gold 5220RXeon Gold 5218EPYC 2 7R322 x Xeon Silver 42162 x Xeon Platinum 82802 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Gold 6226R2 x Xeon Gold 5220R11002200330044005500SE +/- 30.38, N = 7SE +/- 37.40, N = 25SE +/- 19.41, N = 5SE +/- 28.09, N = 25SE +/- 38.41, N = 5SE +/- 26.06, N = 25SE +/- 26.28, N = 25SE +/- 65.14, N = 25SE +/- 36.17, N = 25SE +/- 57.72, N = 25SE +/- 90.85, N = 25SE +/- 55.66, N = 25SE +/- 47.41, N = 25SE +/- 38.94, N = 25SE +/- 42.87, N = 252743.623588.692674.182856.853150.103477.333057.064199.413228.634510.835185.623813.753495.613405.413662.77
OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.10.0Test: Apache Spark BayesXeon W-3275MXeon Silver 4216Xeon Platinum 8280Xeon Gold 6226RXeon Gold 5220RXeon Gold 5218EPYC 2 7R322 x Xeon Silver 42162 x Xeon Platinum 82802 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Gold 6226R2 x Xeon Gold 5220R9001800270036004500Min: 2662.71 / Avg: 2743.62 / Max: 2836.64Min: 3237.72 / Avg: 3588.69 / Max: 3892.94Min: 2631.66 / Avg: 2674.17 / Max: 2733.84Min: 2574.19 / Avg: 2856.85 / Max: 3066.44Min: 3029.84 / Avg: 3150.1 / Max: 3261.09Min: 3209.1 / Avg: 3477.33 / Max: 3696.29Min: 2812.96 / Avg: 3057.06 / Max: 3353.22Min: 3422.55 / Avg: 4199.41 / Max: 4926.21Min: 2904.06 / Avg: 3228.63 / Max: 3568.15Min: 3831.16 / Avg: 4510.83 / Max: 5184.57Min: 4597.73 / Avg: 5185.62 / Max: 6099.04Min: 3304 / Avg: 3813.75 / Max: 4433.74Min: 3067.83 / Avg: 3495.61 / Max: 3946.94Min: 2865.83 / Avg: 3405.41 / Max: 3744.05Min: 3300.83 / Avg: 3662.77 / Max: 4083.93

OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.10.0Test: Savina Reactors.IOXeon W-3275MXeon Silver 4216Xeon Platinum 8280Xeon Gold 6226RXeon Gold 5220RXeon Gold 5218EPYC 2 7R322 x Xeon Silver 42162 x Xeon Platinum 82802 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Gold 6226R2 x Xeon Gold 5220R6K12K18K24K30KSE +/- 599.32, N = 25SE +/- 251.20, N = 25SE +/- 593.14, N = 25SE +/- 426.81, N = 25SE +/- 389.39, N = 25SE +/- 516.85, N = 25SE +/- 365.25, N = 20SE +/- 436.95, N = 25SE +/- 474.27, N = 25SE +/- 504.51, N = 25SE +/- 568.00, N = 25SE +/- 502.20, N = 25SE +/- 482.43, N = 25SE +/- 633.76, N = 25SE +/- 496.64, N = 2525186.6722798.3821975.1227198.8622776.3027198.0819303.5628596.1126764.9427361.6026906.8928251.8328107.0427973.0026257.01
OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.10.0Test: Savina Reactors.IOXeon W-3275MXeon Silver 4216Xeon Platinum 8280Xeon Gold 6226RXeon Gold 5220RXeon Gold 5218EPYC 2 7R322 x Xeon Silver 42162 x Xeon Platinum 82802 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Gold 6226R2 x Xeon Gold 5220R5K10K15K20K25KMin: 16222.27 / Avg: 25186.67 / Max: 29726.62Min: 20161.35 / Avg: 22798.38 / Max: 25224.78Min: 17734.61 / Avg: 21975.12 / Max: 28898.8Min: 23471.66 / Avg: 27198.86 / Max: 30271.39Min: 20118.19 / Avg: 22776.29 / Max: 27860.04Min: 22864.26 / Avg: 27198.08 / Max: 32559.6Min: 16941.93 / Avg: 19303.56 / Max: 22791.25Min: 25012.16 / Avg: 28596.1 / Max: 35546.37Min: 22718.24 / Avg: 26764.94 / Max: 32273.84Min: 23416.78 / Avg: 27361.6 / Max: 31937.08Min: 22928.32 / Avg: 26906.89 / Max: 34094.01Min: 24552.08 / Avg: 28251.83 / Max: 32428.24Min: 21225.5 / Avg: 28107.04 / Max: 31990.96Min: 23714.94 / Avg: 27973 / Max: 34028.21Min: 22101.42 / Avg: 26257.01 / Max: 32314.25

OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.10.0Test: Apache Spark PageRankXeon W-3275MXeon Silver 4216Xeon Platinum 8280Xeon Gold 6226RXeon Gold 5220RXeon Gold 5218EPYC 2 7R322 x Xeon Silver 42162 x Xeon Platinum 82802 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Gold 6226R2 x Xeon Gold 5220R6K12K18K24K30KSE +/- 165.27, N = 5SE +/- 195.96, N = 5SE +/- 169.44, N = 5SE +/- 29.95, N = 5SE +/- 217.63, N = 5SE +/- 172.76, N = 5SE +/- 198.48, N = 5SE +/- 374.59, N = 5SE +/- 286.23, N = 6SE +/- 286.23, N = 5SE +/- 181.72, N = 25SE +/- 232.21, N = 5SE +/- 278.82, N = 5SE +/- 165.91, N = 5SE +/- 255.27, N = 521015.5425271.4320621.2321743.0221704.4923703.0321641.9528045.9223588.4024666.3624505.9625636.6925275.1624522.2224540.72
OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.10.0Test: Apache Spark PageRankXeon W-3275MXeon Silver 4216Xeon Platinum 8280Xeon Gold 6226RXeon Gold 5220RXeon Gold 5218EPYC 2 7R322 x Xeon Silver 42162 x Xeon Platinum 82802 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Gold 6226R2 x Xeon Gold 5220R5K10K15K20K25KMin: 20617.47 / Avg: 21015.54 / Max: 21375.43Min: 24557.62 / Avg: 25271.43 / Max: 25727.47Min: 20260.86 / Avg: 20621.23 / Max: 21111.98Min: 21672.96 / Avg: 21743.02 / Max: 21833.58Min: 21152.41 / Avg: 21704.48 / Max: 22209.81Min: 23264.8 / Avg: 23703.03 / Max: 24043.06Min: 21188.56 / Avg: 21641.95 / Max: 22308.48Min: 27111.11 / Avg: 28045.92 / Max: 28960.21Min: 22908.4 / Avg: 23588.4 / Max: 24539.07Min: 24128.37 / Avg: 24666.36 / Max: 25703.71Min: 22734.47 / Avg: 24505.96 / Max: 26363.99Min: 24996.34 / Avg: 25636.69 / Max: 26360.96Min: 24673.01 / Avg: 25275.16 / Max: 26106.17Min: 24320.92 / Avg: 24522.22 / Max: 25182.53Min: 23891.77 / Avg: 24540.72 / Max: 25341.61

Scikit-Learn

Scikit-learn is a Python module for machine learning Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterScikit-Learn 0.22.1Xeon W-3275MXeon Silver 4216Xeon Platinum 8280Xeon Gold 6226RXeon Gold 5220RXeon Gold 5218EPYC 2 7R322 x Xeon Silver 42162 x Xeon Platinum 82802 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Gold 6226R2 x Xeon Gold 5220R3691215SE +/- 0.035, N = 3SE +/- 0.028, N = 3SE +/- 0.042, N = 3SE +/- 0.029, N = 3SE +/- 0.034, N = 3SE +/- 0.041, N = 3SE +/- 0.037, N = 3SE +/- 0.035, N = 3SE +/- 0.122, N = 3SE +/- 0.032, N = 3SE +/- 0.052, N = 3SE +/- 0.043, N = 3SE +/- 0.039, N = 3SE +/- 0.055, N = 3SE +/- 0.024, N = 39.66112.0309.1279.92410.11210.28610.41912.5499.39211.49011.06512.95412.45910.44910.458
OpenBenchmarking.orgSeconds, Fewer Is BetterScikit-Learn 0.22.1Xeon W-3275MXeon Silver 4216Xeon Platinum 8280Xeon Gold 6226RXeon Gold 5220RXeon Gold 5218EPYC 2 7R322 x Xeon Silver 42162 x Xeon Platinum 82802 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Gold 6226R2 x Xeon Gold 5220R48121620Min: 9.62 / Avg: 9.66 / Max: 9.73Min: 12 / Avg: 12.03 / Max: 12.09Min: 9.06 / Avg: 9.13 / Max: 9.2Min: 9.87 / Avg: 9.92 / Max: 9.98Min: 10.07 / Avg: 10.11 / Max: 10.18Min: 10.21 / Avg: 10.29 / Max: 10.33Min: 10.37 / Avg: 10.42 / Max: 10.49Min: 12.49 / Avg: 12.55 / Max: 12.61Min: 9.19 / Avg: 9.39 / Max: 9.61Min: 11.43 / Avg: 11.49 / Max: 11.55Min: 10.99 / Avg: 11.06 / Max: 11.17Min: 12.91 / Avg: 12.95 / Max: 13.04Min: 12.39 / Avg: 12.46 / Max: 12.53Min: 10.35 / Avg: 10.45 / Max: 10.54Min: 10.42 / Avg: 10.46 / Max: 10.5

SMHasher

SMHasher is a hash function tester. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgcycles/hash, Fewer Is BetterSMHasher 2020-02-29Hash: wyhashXeon W-3275MXeon Silver 4216Xeon Platinum 8280Xeon Gold 6226RXeon Gold 5220RXeon Gold 52182 x Xeon Silver 42162 x Xeon Platinum 82802 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Gold 6226R2 x Xeon Gold 5220R612182430SE +/- 0.03, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.01, 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 +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 318.5122.1322.6825.1318.8219.8122.1322.6826.1326.0924.1524.1525.1318.811. (CXX) g++ options: -march=native -O3 -lpthread
OpenBenchmarking.orgcycles/hash, Fewer Is BetterSMHasher 2020-02-29Hash: wyhashXeon W-3275MXeon Silver 4216Xeon Platinum 8280Xeon Gold 6226RXeon Gold 5220RXeon Gold 52182 x Xeon Silver 42162 x Xeon Platinum 82802 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Gold 6226R2 x Xeon Gold 5220R612182430Min: 18.45 / Avg: 18.51 / Max: 18.56Min: 22.13 / Avg: 22.13 / Max: 22.14Min: 22.68 / Avg: 22.68 / Max: 22.68Min: 25.13 / Avg: 25.13 / Max: 25.15Min: 18.81 / Avg: 18.81 / Max: 18.82Min: 19.81 / Avg: 19.81 / Max: 19.81Min: 22.13 / Avg: 22.13 / Max: 22.13Min: 22.68 / Avg: 22.68 / Max: 22.68Min: 26.11 / Avg: 26.13 / Max: 26.15Min: 26.08 / Avg: 26.09 / Max: 26.09Min: 24.15 / Avg: 24.15 / Max: 24.16Min: 24.15 / Avg: 24.15 / Max: 24.15Min: 25.13 / Avg: 25.13 / Max: 25.13Min: 18.81 / Avg: 18.81 / Max: 18.811. (CXX) g++ options: -march=native -O3 -lpthread

OpenBenchmarking.orgMiB/sec, More Is BetterSMHasher 2020-02-29Hash: wyhashXeon W-3275MXeon Silver 4216Xeon Gold 6226R2 x Xeon Silver 42162 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Gold 6226R6K12K18K24K30KSE +/- 105.54, N = 3SE +/- 0.31, N = 3SE +/- 5.65, N = 3SE +/- 4.76, N = 3SE +/- 4.81, N = 3SE +/- 4.38, N = 3SE +/- 0.70, N = 3SE +/- 6.86, N = 3SE +/- 4.48, N = 326298.7722004.0819429.8722011.2018775.9418770.1520231.5820225.1819424.111. (CXX) g++ options: -march=native -O3 -lpthread
OpenBenchmarking.orgMiB/sec, More Is BetterSMHasher 2020-02-29Hash: wyhashXeon W-3275MXeon Silver 4216Xeon Gold 6226R2 x Xeon Silver 42162 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Gold 6226R5K10K15K20K25KMin: 26187.34 / Avg: 26298.77 / Max: 26509.74Min: 22003.48 / Avg: 22004.08 / Max: 22004.5Min: 19418.57 / Avg: 19429.87 / Max: 19435.76Min: 22001.73 / Avg: 22011.2 / Max: 22016.74Min: 18770.23 / Avg: 18775.94 / Max: 18785.5Min: 18762.12 / Avg: 18770.15 / Max: 18777.2Min: 20230.77 / Avg: 20231.58 / Max: 20232.97Min: 20211.48 / Avg: 20225.18 / Max: 20232.59Min: 19419.42 / Avg: 19424.11 / Max: 19433.071. (CXX) g++ options: -march=native -O3 -lpthread

Stockfish

This is a test of Stockfish, an advanced C++11 chess benchmark that can scale up to 128 CPU cores. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgNodes Per Second, More Is BetterStockfish 9Total TimeXeon W-3275MXeon Silver 4216Xeon Platinum 8280Xeon Gold 6226RXeon Gold 5220RXeon Gold 5218EPYC 2 7R322 x Xeon Silver 42162 x Xeon Platinum 82802 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Gold 6226R2 x Xeon Gold 5220R30M60M90M120M150MSE +/- 709349.35, N = 3SE +/- 406404.40, N = 3SE +/- 829358.84, N = 3SE +/- 324752.06, N = 3SE +/- 184471.68, N = 3SE +/- 188043.56, N = 3SE +/- 1223161.47, N = 3SE +/- 553774.93, N = 3SE +/- 902995.35, N = 3SE +/- 996126.46, N = 3SE +/- 734636.23, N = 3SE +/- 102308.18, N = 3SE +/- 336693.20, N = 3SE +/- 956232.23, N = 3SE +/- 316618.77, N = 36117065131174576628913123977629238167326324243321167650286056969611971579510841251410987430710410667610351385375203729742358291. (CXX) g++ options: -m64 -lpthread -fno-exceptions -std=c++11 -pedantic -O3 -msse -msse3 -mpopcnt -flto
OpenBenchmarking.orgNodes Per Second, More Is BetterStockfish 9Total TimeXeon W-3275MXeon Silver 4216Xeon Platinum 8280Xeon Gold 6226RXeon Gold 5220RXeon Gold 5218EPYC 2 7R322 x Xeon Silver 42162 x Xeon Platinum 82802 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Gold 6226R2 x Xeon Gold 5220R20M40M60M80M100MMin: 60083649 / Avg: 61170651.33 / Max: 62503677Min: 30397635 / Avg: 31174576 / Max: 31769845Min: 61422165 / Avg: 62891312 / Max: 64292754Min: 39279404 / Avg: 39776292.33 / Max: 40386977Min: 37814147 / Avg: 38167326 / Max: 38436316Min: 32052041 / Avg: 32424332 / Max: 32656637Min: 114332425 / Avg: 116765027.67 / Max: 118205394Min: 59872841 / Avg: 60569696 / Max: 61663640Min: 118301902 / Avg: 119715795 / Max: 121395820Min: 106508310 / Avg: 108412514.33 / Max: 109871872Min: 108855832 / Avg: 109874307 / Max: 111300661Min: 103907764 / Avg: 104106676 / Max: 104247682Min: 103170240 / Avg: 103513853.33 / Max: 104187192Min: 74074620 / Avg: 75203728.67 / Max: 77105061Min: 73620832 / Avg: 74235829 / Max: 746740041. (CXX) g++ options: -m64 -lpthread -fno-exceptions -std=c++11 -pedantic -O3 -msse -msse3 -mpopcnt -flto

SVT-AV1

This is a test of the Intel Open Visual Cloud Scalable Video Technology SVT-AV1 CPU-based multi-threaded video encoder for the AV1 video format with a sample 1080p YUV video file. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 0.8Encoder Mode: Enc Mode 4 - Input: 1080pXeon W-3275MXeon Silver 4216Xeon Platinum 8280Xeon Gold 6226RXeon Gold 5220RXeon Gold 5218EPYC 2 7R322 x Xeon Silver 42162 x Xeon Platinum 82802 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Gold 6226R2 x Xeon Gold 5220R246810SE +/- 0.023, N = 3SE +/- 0.021, N = 3SE +/- 0.032, N = 3SE +/- 0.018, N = 3SE +/- 0.014, N = 3SE +/- 0.003, N = 3SE +/- 0.072, N = 5SE +/- 0.010, N = 3SE +/- 0.064, N = 3SE +/- 0.046, N = 3SE +/- 0.041, N = 3SE +/- 0.075, N = 4SE +/- 0.002, N = 3SE +/- 0.009, N = 3SE +/- 0.019, N = 36.3893.3096.0304.3404.2853.3395.7144.2167.0335.9425.2435.9965.9555.4315.3021. (CXX) g++ options: -fPIE -fPIC -pie
OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 0.8Encoder Mode: Enc Mode 4 - Input: 1080pXeon W-3275MXeon Silver 4216Xeon Platinum 8280Xeon Gold 6226RXeon Gold 5220RXeon Gold 5218EPYC 2 7R322 x Xeon Silver 42162 x Xeon Platinum 82802 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Gold 6226R2 x Xeon Gold 5220R3691215Min: 6.36 / Avg: 6.39 / Max: 6.43Min: 3.27 / Avg: 3.31 / Max: 3.34Min: 5.98 / Avg: 6.03 / Max: 6.09Min: 4.31 / Avg: 4.34 / Max: 4.37Min: 4.26 / Avg: 4.29 / Max: 4.31Min: 3.33 / Avg: 3.34 / Max: 3.34Min: 5.62 / Avg: 5.71 / Max: 6Min: 4.2 / Avg: 4.22 / Max: 4.23Min: 6.92 / Avg: 7.03 / Max: 7.14Min: 5.87 / Avg: 5.94 / Max: 6.03Min: 5.2 / Avg: 5.24 / Max: 5.32Min: 5.82 / Avg: 6 / Max: 6.18Min: 5.95 / Avg: 5.96 / Max: 5.96Min: 5.42 / Avg: 5.43 / Max: 5.45Min: 5.27 / Avg: 5.3 / Max: 5.321. (CXX) g++ options: -fPIE -fPIC -pie

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 0.8Encoder Mode: Enc Mode 8 - Input: 1080pXeon W-3275MXeon Silver 4216Xeon Platinum 8280Xeon Gold 6226RXeon Gold 5220RXeon Gold 5218EPYC 2 7R322 x Xeon Silver 42162 x Xeon Platinum 82802 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Gold 6226R2 x Xeon Gold 5220R1326395265SE +/- 0.46, N = 3SE +/- 0.08, N = 3SE +/- 0.07, N = 3SE +/- 0.09, N = 3SE +/- 0.13, N = 3SE +/- 0.06, N = 3SE +/- 0.77, N = 3SE +/- 0.11, N = 3SE +/- 0.67, N = 3SE +/- 0.48, N = 3SE +/- 0.17, N = 3SE +/- 0.29, N = 3SE +/- 0.13, N = 3SE +/- 0.25, N = 3SE +/- 0.18, N = 353.8226.4651.9234.6433.0927.1954.4740.5556.9856.1255.3752.3153.0451.7149.211. (CXX) g++ options: -fPIE -fPIC -pie
OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 0.8Encoder Mode: Enc Mode 8 - Input: 1080pXeon W-3275MXeon Silver 4216Xeon Platinum 8280Xeon Gold 6226RXeon Gold 5220RXeon Gold 5218EPYC 2 7R322 x Xeon Silver 42162 x Xeon Platinum 82802 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Gold 6226R2 x Xeon Gold 5220R1122334455Min: 52.9 / Avg: 53.82 / Max: 54.37Min: 26.34 / Avg: 26.46 / Max: 26.62Min: 51.78 / Avg: 51.92 / Max: 51.99Min: 34.46 / Avg: 34.64 / Max: 34.76Min: 32.87 / Avg: 33.09 / Max: 33.31Min: 27.1 / Avg: 27.19 / Max: 27.3Min: 52.99 / Avg: 54.47 / Max: 55.58Min: 40.34 / Avg: 40.55 / Max: 40.66Min: 55.92 / Avg: 56.98 / Max: 58.22Min: 55.36 / Avg: 56.12 / Max: 57.01Min: 55.08 / Avg: 55.37 / Max: 55.68Min: 51.94 / Avg: 52.31 / Max: 52.88Min: 52.89 / Avg: 53.04 / Max: 53.3Min: 51.23 / Avg: 51.71 / Max: 52.07Min: 48.86 / Avg: 49.21 / Max: 49.471. (CXX) g++ options: -fPIE -fPIC -pie

SVT-VP9

This is a test of the Intel Open Visual Cloud Scalable Video Technology SVT-VP9 CPU-based multi-threaded video encoder for the VP9 video format with a sample 1080p YUV video file. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-VP9 0.1Tuning: Visual Quality Optimized - Input: Bosphorus 1080pXeon W-3275MXeon Silver 4216Xeon Platinum 8280Xeon Gold 6226RXeon Gold 5220RXeon Gold 5218EPYC 2 7R322 x Xeon Silver 42162 x Xeon Platinum 82802 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Gold 6226R2 x Xeon Gold 5220R60120180240300SE +/- 0.97, N = 3SE +/- 2.39, N = 3SE +/- 3.65, N = 4SE +/- 3.10, N = 3SE +/- 1.23, N = 3SE +/- 1.79, N = 3SE +/- 2.49, N = 3SE +/- 1.51, N = 3SE +/- 2.89, N = 4SE +/- 8.25, N = 12SE +/- 5.20, N = 12SE +/- 8.15, N = 12SE +/- 8.04, N = 12SE +/- 3.77, N = 4SE +/- 2.14, N = 3282.18173.18265.40221.95224.01172.82291.17206.42233.17228.38191.66229.53229.91256.91237.571. (CC) gcc options: -fPIE -fPIC -fvisibility=hidden -O3 -pie -rdynamic -lpthread -lrt -lm
OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-VP9 0.1Tuning: Visual Quality Optimized - Input: Bosphorus 1080pXeon W-3275MXeon Silver 4216Xeon Platinum 8280Xeon Gold 6226RXeon Gold 5220RXeon Gold 5218EPYC 2 7R322 x Xeon Silver 42162 x Xeon Platinum 82802 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Gold 6226R2 x Xeon Gold 5220R50100150200250Min: 280.37 / Avg: 282.18 / Max: 283.69Min: 168.4 / Avg: 173.18 / Max: 175.64Min: 259.74 / Avg: 265.4 / Max: 276.12Min: 216.53 / Avg: 221.95 / Max: 227.27Min: 221.57 / Avg: 224.01 / Max: 225.48Min: 170.02 / Avg: 172.82 / Max: 176.16Min: 287.36 / Avg: 291.17 / Max: 295.86Min: 203.46 / Avg: 206.42 / Max: 208.41Min: 225.23 / Avg: 233.17 / Max: 238.28Min: 138.57 / Avg: 228.38 / Max: 243.9Min: 134.8 / Avg: 191.66 / Max: 200.47Min: 142.25 / Avg: 229.53 / Max: 246.81Min: 141.91 / Avg: 229.91 / Max: 243.9Min: 248.14 / Avg: 256.91 / Max: 264.67Min: 235.11 / Avg: 237.57 / Max: 241.841. (CC) gcc options: -fPIE -fPIC -fvisibility=hidden -O3 -pie -rdynamic -lpthread -lrt -lm

Timed GCC Compilation

This test times how long it takes to build the GNU Compiler Collection (GCC). Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed GCC Compilation 9.3.0Time To CompileXeon W-3275MXeon Silver 4216Xeon Platinum 8280Xeon Gold 6226RXeon Gold 5220RXeon Gold 5218EPYC 2 7R322 x Xeon Silver 42162 x Xeon Platinum 82802 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Gold 6226R2 x Xeon Gold 5220R30060090012001500SE +/- 0.44, N = 3SE +/- 1.02, N = 3SE +/- 0.29, N = 3SE +/- 0.43, N = 3SE +/- 0.07, N = 3SE +/- 0.04, N = 3SE +/- 0.63, N = 3SE +/- 0.64, N = 3SE +/- 0.24, N = 3SE +/- 1.25, N = 3SE +/- 5.92, N = 3SE +/- 1.08, N = 3SE +/- 0.68, N = 3SE +/- 0.70, N = 3SE +/- 1.42, N = 3994.581398.021063.711092.591167.681218.87849.191268.821005.531032.98966.601073.761012.04996.901060.58
OpenBenchmarking.orgSeconds, Fewer Is BetterTimed GCC Compilation 9.3.0Time To CompileXeon W-3275MXeon Silver 4216Xeon Platinum 8280Xeon Gold 6226RXeon Gold 5220RXeon Gold 5218EPYC 2 7R322 x Xeon Silver 42162 x Xeon Platinum 82802 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Gold 6226R2 x Xeon Gold 5220R2004006008001000Min: 993.73 / Avg: 994.58 / Max: 995.19Min: 1396.28 / Avg: 1398.02 / Max: 1399.81Min: 1063.13 / Avg: 1063.71 / Max: 1064.03Min: 1092.15 / Avg: 1092.59 / Max: 1093.45Min: 1167.57 / Avg: 1167.68 / Max: 1167.79Min: 1218.83 / Avg: 1218.87 / Max: 1218.96Min: 848.22 / Avg: 849.19 / Max: 850.38Min: 1268.12 / Avg: 1268.82 / Max: 1270.1Min: 1005.1 / Avg: 1005.53 / Max: 1005.92Min: 1030.48 / Avg: 1032.98 / Max: 1034.28Min: 959.62 / Avg: 966.6 / Max: 978.38Min: 1072.21 / Avg: 1073.76 / Max: 1075.84Min: 1010.89 / Avg: 1012.03 / Max: 1013.23Min: 995.53 / Avg: 996.9 / Max: 997.78Min: 1058.99 / Avg: 1060.58 / Max: 1063.41

Timed GDB GNU Debugger Compilation

This test times how long it takes to build the GNU Debugger (GDB) in a default configuration. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed GDB GNU Debugger Compilation 9.1Time To CompileXeon W-3275MXeon Silver 4216Xeon Platinum 8280Xeon Gold 6226RXeon Gold 5220RXeon Gold 5218EPYC 2 7R322 x Xeon Silver 42162 x Xeon Platinum 82802 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Gold 6226R2 x Xeon Gold 5220R4080120160200SE +/- 0.08, N = 3SE +/- 0.07, N = 3SE +/- 0.17, N = 3SE +/- 0.05, N = 3SE +/- 0.11, N = 3SE +/- 0.09, N = 3SE +/- 0.08, N = 3SE +/- 0.18, N = 3SE +/- 0.17, N = 3SE +/- 0.25, N = 3SE +/- 0.37, N = 3SE +/- 0.27, N = 3SE +/- 0.45, N = 3SE +/- 0.16, N = 3SE +/- 0.09, N = 3134.82177.77144.64139.12151.91156.30108.68169.70142.70145.51128.95146.44129.69133.44146.44
OpenBenchmarking.orgSeconds, Fewer Is BetterTimed GDB GNU Debugger Compilation 9.1Time To CompileXeon W-3275MXeon Silver 4216Xeon Platinum 8280Xeon Gold 6226RXeon Gold 5220RXeon Gold 5218EPYC 2 7R322 x Xeon Silver 42162 x Xeon Platinum 82802 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Gold 6226R2 x Xeon Gold 5220R306090120150Min: 134.71 / Avg: 134.82 / Max: 134.97Min: 177.68 / Avg: 177.77 / Max: 177.91Min: 144.31 / Avg: 144.64 / Max: 144.89Min: 139.04 / Avg: 139.12 / Max: 139.21Min: 151.78 / Avg: 151.91 / Max: 152.13Min: 156.13 / Avg: 156.3 / Max: 156.43Min: 108.51 / Avg: 108.68 / Max: 108.79Min: 169.36 / Avg: 169.7 / Max: 169.96Min: 142.38 / Avg: 142.7 / Max: 142.95Min: 145.03 / Avg: 145.51 / Max: 145.87Min: 128.29 / Avg: 128.95 / Max: 129.55Min: 145.9 / Avg: 146.44 / Max: 146.73Min: 129.04 / Avg: 129.69 / Max: 130.54Min: 133.28 / Avg: 133.44 / Max: 133.76Min: 146.27 / Avg: 146.44 / Max: 146.58

Timed Linux Kernel Compilation

This test times how long it takes to build the Linux kernel in a default configuration. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Linux Kernel Compilation 5.4Time To CompileXeon W-3275MXeon Silver 4216Xeon Platinum 8280Xeon Gold 6226RXeon Gold 5220RXeon Gold 5218EPYC 2 7R322 x Xeon Silver 42162 x Xeon Platinum 82802 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Gold 6226R2 x Xeon Gold 5220R1632486480SE +/- 0.35, N = 9SE +/- 0.99, N = 4SE +/- 0.42, N = 8SE +/- 0.88, N = 3SE +/- 0.87, N = 4SE +/- 0.88, N = 4SE +/- 0.19, N = 13SE +/- 0.41, N = 10SE +/- 0.25, N = 14SE +/- 0.38, N = 14SE +/- 0.24, N = 13SE +/- 0.37, N = 14SE +/- 0.23, N = 14SE +/- 0.37, N = 8SE +/- 0.34, N = 1036.3771.7740.9057.7759.0167.1624.0145.3227.3129.2627.1029.2827.5836.6036.70
OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Linux Kernel Compilation 5.4Time To CompileXeon W-3275MXeon Silver 4216Xeon Platinum 8280Xeon Gold 6226RXeon Gold 5220RXeon Gold 5218EPYC 2 7R322 x Xeon Silver 42162 x Xeon Platinum 82802 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Gold 6226R2 x Xeon Gold 5220R1428425670Min: 35.93 / Avg: 36.37 / Max: 39.13Min: 70.71 / Avg: 71.77 / Max: 74.75Min: 40.35 / Avg: 40.9 / Max: 43.83Min: 56.82 / Avg: 57.77 / Max: 59.54Min: 58.09 / Avg: 59.01 / Max: 61.62Min: 66.24 / Avg: 67.16 / Max: 69.81Min: 23.74 / Avg: 24 / Max: 26.22Min: 44.82 / Avg: 45.31 / Max: 49.05Min: 26.9 / Avg: 27.31 / Max: 30.54Min: 28.71 / Avg: 29.26 / Max: 34.13Min: 26.77 / Avg: 27.1 / Max: 29.95Min: 28.8 / Avg: 29.28 / Max: 34.08Min: 27.22 / Avg: 27.58 / Max: 30.59Min: 35.87 / Avg: 36.59 / Max: 39.05Min: 36.22 / Avg: 36.7 / Max: 39.79

Timed LLVM Compilation

This test times how long it takes to build the LLVM compiler. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed LLVM Compilation 10.0Time To CompileXeon W-3275MXeon Silver 4216Xeon Platinum 8280Xeon Gold 6226RXeon Gold 5220RXeon Gold 5218EPYC 2 7R322 x Xeon Silver 42162 x Xeon Platinum 82802 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Gold 6226R2 x Xeon Gold 5220R110220330440550SE +/- 2.68, N = 3SE +/- 2.53, N = 3SE +/- 4.79, N = 3SE +/- 2.13, N = 3SE +/- 1.84, N = 3SE +/- 3.37, N = 3SE +/- 0.72, N = 3SE +/- 1.73, N = 3SE +/- 1.01, N = 3SE +/- 3.50, N = 3SE +/- 1.63, N = 3SE +/- 1.40, N = 3SE +/- 1.13, N = 3SE +/- 3.51, N = 3SE +/- 2.03, N = 3281.68531.15308.74433.19430.43501.22200.04347.83221.52244.91218.05244.94232.05279.68286.78
OpenBenchmarking.orgSeconds, Fewer Is BetterTimed LLVM Compilation 10.0Time To CompileXeon W-3275MXeon Silver 4216Xeon Platinum 8280Xeon Gold 6226RXeon Gold 5220RXeon Gold 5218EPYC 2 7R322 x Xeon Silver 42162 x Xeon Platinum 82802 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Gold 6226R2 x Xeon Gold 5220R90180270360450Min: 276.37 / Avg: 281.68 / Max: 284.93Min: 526.72 / Avg: 531.15 / Max: 535.48Min: 303.36 / Avg: 308.74 / Max: 318.29Min: 430.37 / Avg: 433.19 / Max: 437.36Min: 427.54 / Avg: 430.43 / Max: 433.83Min: 495.04 / Avg: 501.22 / Max: 506.63Min: 198.61 / Avg: 200.04 / Max: 200.85Min: 344.45 / Avg: 347.83 / Max: 350.17Min: 219.72 / Avg: 221.51 / Max: 223.23Min: 238.37 / Avg: 244.91 / Max: 250.34Min: 214.79 / Avg: 218.05 / Max: 219.7Min: 242.72 / Avg: 244.94 / Max: 247.52Min: 229.92 / Avg: 232.05 / Max: 233.75Min: 275.52 / Avg: 279.68 / Max: 286.66Min: 282.73 / Avg: 286.78 / Max: 289.09

Timed MrBayes Analysis

This test performs a bayesian analysis of a set of primate genome sequences in order to estimate their phylogeny. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed MrBayes Analysis 3.2.7Primate Phylogeny AnalysisXeon W-3275MXeon Silver 4216Xeon Platinum 8280Xeon Gold 6226RXeon Gold 5220RXeon Gold 5218EPYC 2 7R322 x Xeon Silver 42162 x Xeon Platinum 82802 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Gold 6226R2 x Xeon Gold 5220R4080120160200SE +/- 0.13, N = 3SE +/- 0.15, N = 3SE +/- 0.01, N = 3SE +/- 0.09, N = 3SE +/- 0.03, N = 3SE +/- 0.44, N = 3SE +/- 0.68, N = 3SE +/- 0.67, N = 3SE +/- 0.37, N = 3SE +/- 0.03, N = 3SE +/- 1.63, N = 5SE +/- 1.87, N = 3SE +/- 0.32, N = 3SE +/- 0.25, N = 3SE +/- 0.27, N = 3143.35193.47128.85123.70134.48147.7392.36194.50129.99124.30125.87141.90139.75124.26134.93-mavx512f -mavx512cd -mavx512vl -mavx512bw -mavx512dq -mmpx -lreadline-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-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 -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
OpenBenchmarking.orgSeconds, Fewer Is BetterTimed MrBayes Analysis 3.2.7Primate Phylogeny AnalysisXeon W-3275MXeon Silver 4216Xeon Platinum 8280Xeon Gold 6226RXeon Gold 5220RXeon Gold 5218EPYC 2 7R322 x Xeon Silver 42162 x Xeon Platinum 82802 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Gold 6226R2 x Xeon Gold 5220R4080120160200Min: 143.12 / Avg: 143.35 / Max: 143.56Min: 193.28 / Avg: 193.47 / Max: 193.75Min: 128.84 / Avg: 128.85 / Max: 128.87Min: 123.59 / Avg: 123.7 / Max: 123.88Min: 134.44 / Avg: 134.48 / Max: 134.53Min: 147.2 / Avg: 147.73 / Max: 148.61Min: 91.04 / Avg: 92.36 / Max: 93.3Min: 193.71 / Avg: 194.5 / Max: 195.83Min: 129.3 / Avg: 129.99 / Max: 130.57Min: 124.26 / Avg: 124.3 / Max: 124.36Min: 123.77 / Avg: 125.87 / Max: 132.23Min: 139.92 / Avg: 141.9 / Max: 145.63Min: 139.11 / Avg: 139.75 / Max: 140.09Min: 123.93 / Avg: 124.26 / Max: 124.76Min: 134.64 / Avg: 134.93 / Max: 135.471. (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

Tungsten Renderer

Tungsten is a C++ physically based renderer that makes use of Intel's Embree ray tracing library. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterTungsten Renderer 0.2.2Scene: HairXeon W-3275MXeon Silver 4216Xeon Platinum 8280Xeon Gold 6226RXeon Gold 5220RXeon Gold 5218EPYC 2 7R322 x Xeon Silver 42162 x Xeon Platinum 82802 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Gold 6226R2 x Xeon Gold 5220R612182430SE +/- 0.05256, N = 3SE +/- 0.12220, N = 3SE +/- 0.03914, N = 3SE +/- 0.06005, N = 3SE +/- 0.03525, N = 3SE +/- 0.02235, N = 3SE +/- 0.05445, N = 3SE +/- 0.06619, N = 3SE +/- 0.11249, N = 3SE +/- 0.03939, N = 3SE +/- 0.03608, N = 3SE +/- 0.05235, N = 3SE +/- 0.05659, N = 3SE +/- 0.05690, N = 3SE +/- 0.03810, N = 312.7104023.6129012.6863018.6129018.9840022.486607.6745513.603107.827068.193378.290679.090739.2621710.6653011.07260-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-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-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
OpenBenchmarking.orgSeconds, Fewer Is BetterTungsten Renderer 0.2.2Scene: HairXeon W-3275MXeon Silver 4216Xeon Platinum 8280Xeon Gold 6226RXeon Gold 5220RXeon Gold 5218EPYC 2 7R322 x Xeon Silver 42162 x Xeon Platinum 82802 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Gold 6226R2 x Xeon Gold 5220R612182430Min: 12.64 / Avg: 12.71 / Max: 12.81Min: 23.38 / Avg: 23.61 / Max: 23.8Min: 12.63 / Avg: 12.69 / Max: 12.76Min: 18.5 / Avg: 18.61 / Max: 18.7Min: 18.92 / Avg: 18.98 / Max: 19.05Min: 22.44 / Avg: 22.49 / Max: 22.52Min: 7.61 / Avg: 7.67 / Max: 7.78Min: 13.47 / Avg: 13.6 / Max: 13.69Min: 7.63 / Avg: 7.83 / Max: 8.02Min: 8.14 / Avg: 8.19 / Max: 8.27Min: 8.24 / Avg: 8.29 / Max: 8.36Min: 8.99 / Avg: 9.09 / Max: 9.17Min: 9.18 / Avg: 9.26 / Max: 9.37Min: 10.57 / Avg: 10.67 / Max: 10.77Min: 11.01 / Avg: 11.07 / Max: 11.141. (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

OpenBenchmarking.orgSeconds, Fewer Is BetterTungsten Renderer 0.2.2Scene: Water CausticXeon W-3275MXeon Silver 4216Xeon Platinum 8280Xeon Gold 6226RXeon Gold 5220RXeon Gold 5218EPYC 2 7R322 x Xeon Silver 42162 x Xeon Platinum 82802 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Gold 6226R2 x Xeon Gold 5220R714212835SE +/- 0.10, N = 3SE +/- 0.12, N = 3SE +/- 0.08, N = 3SE +/- 0.07, N = 3SE +/- 0.07, N = 3SE +/- 0.02, N = 3SE +/- 0.02, N = 3SE +/- 0.03, N = 3SE +/- 0.06, N = 3SE +/- 0.07, N = 3SE +/- 0.12, N = 3SE +/- 0.17, N = 3SE +/- 0.09, N = 3SE +/- 0.05, N = 3SE +/- 0.04, N = 321.5528.9022.0224.0925.0125.9622.3227.3921.5922.7122.7624.7824.5423.1923.34-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-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-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
OpenBenchmarking.orgSeconds, Fewer Is BetterTungsten Renderer 0.2.2Scene: Water CausticXeon W-3275MXeon Silver 4216Xeon Platinum 8280Xeon Gold 6226RXeon Gold 5220RXeon Gold 5218EPYC 2 7R322 x Xeon Silver 42162 x Xeon Platinum 82802 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Gold 6226R2 x Xeon Gold 5220R612182430Min: 21.36 / Avg: 21.55 / Max: 21.66Min: 28.76 / Avg: 28.9 / Max: 29.13Min: 21.86 / Avg: 22.02 / Max: 22.13Min: 23.98 / Avg: 24.09 / Max: 24.22Min: 24.89 / Avg: 25.01 / Max: 25.14Min: 25.93 / Avg: 25.96 / Max: 26Min: 22.28 / Avg: 22.32 / Max: 22.36Min: 27.34 / Avg: 27.39 / Max: 27.45Min: 21.5 / Avg: 21.59 / Max: 21.7Min: 22.64 / Avg: 22.71 / Max: 22.84Min: 22.52 / Avg: 22.76 / Max: 22.92Min: 24.52 / Avg: 24.78 / Max: 25.11Min: 24.43 / Avg: 24.54 / Max: 24.73Min: 23.09 / Avg: 23.19 / Max: 23.26Min: 23.29 / Avg: 23.34 / Max: 23.411. (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

Zstd Compression

This test measures the time needed to compress a sample file (an Ubuntu file-system image) using Zstd compression. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterZstd Compression 1.3.4Compressing ubuntu-16.04.3-server-i386.img, Compression Level 19Xeon W-3275MXeon Silver 4216Xeon Platinum 8280Xeon Gold 6226RXeon Gold 5220RXeon Gold 5218EPYC 2 7R322 x Xeon Silver 42162 x Xeon Platinum 82802 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Gold 6226R2 x Xeon Gold 5220R3691215SE +/- 0.023, N = 3SE +/- 0.075, N = 3SE +/- 0.016, N = 3SE +/- 0.056, N = 3SE +/- 0.021, N = 3SE +/- 0.029, N = 3SE +/- 0.062, N = 15SE +/- 0.104, N = 15SE +/- 0.148, N = 3SE +/- 0.138, N = 5SE +/- 0.114, N = 15SE +/- 0.128, N = 5SE +/- 0.094, N = 15SE +/- 0.096, N = 3SE +/- 0.117, N = 38.38011.4308.20310.33010.35511.1229.23010.9789.13710.28910.94510.2949.94910.20610.449-llzma1. (CC) gcc options: -O3 -pthread -lz
OpenBenchmarking.orgSeconds, Fewer Is BetterZstd Compression 1.3.4Compressing ubuntu-16.04.3-server-i386.img, Compression Level 19Xeon W-3275MXeon Silver 4216Xeon Platinum 8280Xeon Gold 6226RXeon Gold 5220RXeon Gold 5218EPYC 2 7R322 x Xeon Silver 42162 x Xeon Platinum 82802 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Gold 6226R2 x Xeon Gold 5220R3691215Min: 8.34 / Avg: 8.38 / Max: 8.42Min: 11.3 / Avg: 11.43 / Max: 11.56Min: 8.18 / Avg: 8.2 / Max: 8.23Min: 10.22 / Avg: 10.33 / Max: 10.39Min: 10.33 / Avg: 10.36 / Max: 10.4Min: 11.07 / Avg: 11.12 / Max: 11.17Min: 9.12 / Avg: 9.23 / Max: 10.09Min: 10.38 / Avg: 10.98 / Max: 11.57Min: 8.85 / Avg: 9.14 / Max: 9.34Min: 10.11 / Avg: 10.29 / Max: 10.84Min: 10.44 / Avg: 10.95 / Max: 12.12Min: 10.14 / Avg: 10.29 / Max: 10.8Min: 9.25 / Avg: 9.95 / Max: 10.7Min: 10.02 / Avg: 10.21 / Max: 10.34Min: 10.23 / Avg: 10.45 / Max: 10.631. (CC) gcc options: -O3 -pthread -lz

119 Results Shown

Appleseed:
  Emily
  Disney Material
  Material Tester
ArrayFire:
  BLAS CPU
  Conjugate Gradient CPU
asmFish
Basis Universal:
  ETC1S
  UASTC Level 3
Blender:
  BMW27 - CPU-Only
  Classroom - CPU-Only
  Fishy Cat - CPU-Only
  Barbershop - CPU-Only
  Pabellon Barcelona - CPU-Only
Build2
Chaos Group V-RAY
CloverLeaf
DaCapo Benchmark
dav1d:
  Summer Nature 4K
  Summer Nature 1080p
  Chimera 1080p 10-bit
DeepSpeech
Embree:
  Pathtracer - Crown
  Pathtracer ISPC - Crown
  Pathtracer - Asian Dragon
  Pathtracer - Asian Dragon Obj
  Pathtracer ISPC - Asian Dragon
  Pathtracer ISPC - Asian Dragon Obj
High Performance Conjugate Gradient
Himeno Benchmark
Intel MPI Benchmarks
Intel Open Image Denoise
John The Ripper:
  Blowfish
  MD5
LAMMPS Molecular Dynamics Simulator
LuxCoreRender:
  DLSC
  Rainbow Colors and Prism
lzbench:
  Zstd 1 - Compression
  Zstd 1 - Decompression
  Zstd 8 - Compression
  Zstd 8 - Decompression
  Crush 0 - Compression
  Crush 0 - Decompression
  Brotli 2 - Compression
  Brotli 2 - Decompression
MKL-DNN DNNL:
  IP Batch 1D - f32
  IP Batch All - f32
  IP Batch All - u8s8f32
  IP Batch 1D - bf16bf16bf16
  Convolution Batch conv_all - f32
  Convolution Batch conv_3d - u8s8f32
  Deconvolution Batch deconv_1d - f32
  Deconvolution Batch deconv_3d - f32
  Convolution Batch conv_alexnet - f32
  Convolution Batch conv_all - u8s8f32
  Deconvolution Batch deconv_all - f32
  Deconvolution Batch deconv_1d - u8s8f32
  Deconvolution Batch deconv_3d - u8s8f32
  Convolution Batch conv_3d - bf16bf16bf16
  Convolution Batch conv_alexnet - u8s8f32
  Convolution Batch conv_all - bf16bf16bf16
  Convolution Batch conv_googlenet_v3 - f32
  Deconvolution Batch deconv_1d - bf16bf16bf16
  Deconvolution Batch deconv_3d - bf16bf16bf16
  Convolution Batch conv_alexnet - bf16bf16bf16
  Convolution Batch conv_googlenet_v3 - u8s8f32
  Deconvolution Batch deconv_all - bf16bf16bf16
  Convolution Batch conv_googlenet_v3 - bf16bf16bf16
Mlpack Benchmark:
  scikit_ica
  scikit_qda
  scikit_svm
  scikit_linearridgeregression
NAMD
NAS Parallel Benchmarks:
  BT.C
  EP.C
  EP.D
  LU.C
  MG.C
  SP.B
Nettle:
  aes256
  chacha
  sha512
  poly1305-aes
Numpy Benchmark
OSPray:
  San Miguel - SciVis
  XFrog Forest - SciVis
  San Miguel - Path Tracer
  NASA Streamlines - SciVis
  XFrog Forest - Path Tracer
  Magnetic Reconnection - SciVis
  NASA Streamlines - Path Tracer
PHPBench
PostgreSQL pgbench:
  Buffer Test - Normal Load - Read Only
  Buffer Test - Normal Load - Read Write
PyBench
PyPerformance:
  float
  regex_compile
  python_startup
  django_template
Radiance Benchmark:
  Serial
  SMP Parallel
Renaissance:
  Scala Dotty
  Apache Spark Bayes
  Savina Reactors.IO
  Apache Spark PageRank
Scikit-Learn
SMHasher:
  wyhash:
    cycles/hash
    MiB/sec
Stockfish
SVT-AV1:
  Enc Mode 4 - 1080p
  Enc Mode 8 - 1080p
SVT-VP9
Timed GCC Compilation
Timed GDB GNU Debugger Compilation
Timed Linux Kernel Compilation
Timed LLVM Compilation
Timed MrBayes Analysis
Tungsten Renderer:
  Hair
  Water Caustic
Zstd Compression