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 2010047-VE-2009185VE58
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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
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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
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Scientific Computing 6 Tests
Server 2 Tests
Server CPU Tests 22 Tests
Single-Threaded 6 Tests
Video Encoding 3 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
Xeon Platinum 8259CL
October 03 2020
  10 Hours, 8 Minutes
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  9 Hours, 51 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 offXeon Platinum 8259CL2 x Intel Xeon Gold 5220R @ 3.90GHz (36 Cores / 72 Threads)GIGABYTE MD61-SC2-00 v01000100 (T15 BIOS)Intel Sky Lake-E DMI3 Registers12 x 32 GB DDR4-2933MT/s HMA84GR7CJR4N-WM280GB INTEL SSDPED1D280GAASPEEDVE2282 x Intel X722 for 1GbE + 2 x QLogic FastLinQ QL41000 10/25/40/50GbEUbuntu 20.045.4.0-18-generic (x86_64)GNOME Shell 3.36.0X Server 1.20.7modesetting 1.20.7GCC 9.3.0ext41920x1080Intel Xeon Gold 5220R @ 3.90GHz (18 Cores / 36 Threads)6 x 32 GB DDR4-2933MT/s HMA84GR7CJR4N-WM1024x768Intel Xeon Platinum 8280 @ 4.00GHz (28 Cores / 56 Threads)2 x Intel Xeon Platinum 8280 @ 4.00GHz (56 Cores / 112 Threads)12 x 32 GB DDR4-2933MT/s HMA84GR7CJR4N-WMIntel Xeon Gold 5218 @ 3.90GHz (16 Cores / 32 Threads)6 x 32 GB DDR4-2933MT/s HMA84GR7CJR4N-WM2 x VE2281920x1080Intel Xeon Silver 4216 @ 3.20GHz (16 Cores / 32 Threads)3 x VE228Intel Xeon Gold 6226R @ 3.90GHz (16 Cores / 32 Threads)4 x VE2282 x Intel Xeon Gold 6226R @ 3.90GHz (32 Cores / 64 Threads)12 x 32 GB DDR4-2933MT/s HMA84GR7CJR4N-WM5 x VE2282 x Intel Xeon Silver 4216 @ 3.20GHz (32 Cores / 64 Threads)6 x VE228Intel Xeon W-3275M @ 4.60GHz (28 Cores / 56 Threads)Supermicro X11SPA-T v1.01 (3.1 BIOS)188GB2 x 1024GB Samsung SSD 970 PRO 1TBeVGA NVIDIA GeForce RTX 2080 Ti 11GB (1350/7000MHz)Realtek ALC888-VDBenQ SW271Intel I210 + Aquantia AQC107 NBase-T/IEEEUbuntu 19.105.3.0-46-generic (x86_64)GNOME Shell 3.34.3X Server 1.20.5NVIDIA 430.504.6.0GCC 9.2.1 20191008 + CUDA 10.13840x21602 x Intel Xeon Platinum 8275CL @ 3.90GHz (48 Cores / 96 Threads)ASRockRack EP2C621D12 WS (P2.10 BIOS)32 GB + 32 GB + 16384 MB + 32 GB + 16384 MB + 32 GB + 32 GB + 32 GB DDR4-3200MT/s256GB TOSHIBA THNSNJ25 + 600GB INTEL SSDSC2BB60 + 6001GB HGST HUS726060ALllvmpipe 220GBCreative Labs EMU20k2DELL UP2516D4 x Intel X722 for 1GbE5.3.0-55-generic (x86_64)GNOME Shell 3.34.1X Server3.3 Mesa 19.2.1 (LLVM 9.0 256 bits)GCC 9.2.1 201910082560x14403.3 Mesa 19.2.8 (LLVM 9.0 256 bits)AMD EPYC 7R32 48-Core @ 2.80GHz (48 Cores / 96 Threads)Supermicro H11SSL-i v2.00 (2.1 BIOS)AMD Starship/Matisse8 x 16384 MB DDR4-3200MT/s HMA82GR7CJR8N-XN32GB Mass Storage + 256GB TOSHIBA THNSNJ25 + 600GB INTEL SSDSC2BB60 + 6001GB HGST HUS726060ALllvmpipe 126GBCrystal View2 x Intel I2105.3.0-64-generic (x86_64)3.3 Mesa 19.2.8 (LLVM 9.0 128 bits)800x6002 x Intel Xeon Platinum 8259L @ 3.50GHz (48 Cores / 96 Threads)ASRockRack EP2C621D16-4LP (P2.20 BIOS)Intel Sky Lake-E DMI3 Registers12 x 16384 MB DDR4-3200MT/s Hynix HMA82GR7CJR8N-XN256GB TOSHIBA THNSNJ25llvmpipe 188GBNVIDIA Device 10f8DELL UP2516D4 x Intel X722 for 1GbE3.3 Mesa 19.2.8 (LLVM 9.0 256 bits)2560x1440Intel Xeon Platinum 8259L @ 3.50GHz (24 Cores / 48 Threads)6 x 16384 MB DDR4-3200MT/s Hynix HMA82GR7CJR8N-XNllvmpipe 93GBOpenBenchmarking.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 -v- Xeon Platinum 8259CL: --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-bootstrap --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-gnu-unique-object --enable-languages=c,ada,c++,go,brig,d,fortran,objc,obj-c++,gm2 --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-offload-targets=nvptx-none,hsa --enable-plugin --enable-shared --enable-threads=posix --host=x86_64-linux-gnu --program-prefix=x86_64-linux-gnu- --target=x86_64-linux-gnu --with-abi=m64 --with-arch-32=i686 --with-default-libstdcxx-abi=new --with-gcc-major-version-only --with-multilib-list=m32,m64,mx32 --with-target-system-zlib=auto --with-tune=generic --without-cuda-driver -vProcessor Details- 2 x Xeon Gold 5220R: Scaling Governor: intel_pstate powersave - CPU Microcode: 0x500002c- Xeon Gold 5220R: Scaling Governor: intel_pstate powersave - CPU Microcode: 0x500002c- Xeon Platinum 8280: Scaling Governor: intel_pstate powersave - CPU Microcode: 0x500002c- 2 x Xeon Platinum 8280: Scaling Governor: intel_pstate powersave - CPU Microcode: 0x500002c- Xeon Gold 5218: Scaling Governor: intel_pstate powersave - CPU Microcode: 0x500002c- Xeon Silver 4216: Scaling Governor: intel_pstate powersave - CPU Microcode: 0x500002c- Xeon Gold 6226R: Scaling Governor: intel_pstate powersave - CPU Microcode: 0x500002c- 2 x Xeon Gold 6226R: Scaling Governor: intel_pstate powersave - CPU Microcode: 0x500002c- 2 x Xeon Silver 4216: Scaling Governor: intel_pstate powersave - CPU Microcode: 0x500002c- Xeon W-3275M: Scaling Governor: intel_pstate powersave - CPU Microcode: 0x500002c- 2 x Xeon Platinum 8275CL: Scaling Governor: intel_pstate powersave - CPU Microcode: 0x500002b- 2 x Xeon Platinum 8275CL NUMA off: Scaling Governor: intel_pstate powersave - CPU Microcode: 0x500002c- EPYC 2 7R32: Scaling Governor: acpi-cpufreq ondemand - CPU Microcode: 0x8301034- 2 x Xeon Platinum 8259CL: Scaling Governor: intel_pstate powersave - CPU Microcode: 0x4002f01- 2 x Xeon Platinum 8259CL NUMA off: Scaling Governor: intel_pstate powersave - CPU Microcode: 0x4002f01- Xeon Platinum 8259CL: Scaling Governor: intel_pstate powersave - CPU Microcode: 0x4002f01Java Details- 2 x Xeon Gold 5220R: OpenJDK Runtime Environment (build 11.0.6+10-post-Ubuntu-2ubuntu2)- Xeon Gold 5220R: OpenJDK Runtime Environment (build 11.0.6+10-post-Ubuntu-2ubuntu2)- Xeon Platinum 8280: OpenJDK Runtime Environment (build 11.0.6+10-post-Ubuntu-2ubuntu2)- 2 x Xeon Platinum 8280: OpenJDK Runtime Environment (build 11.0.6+10-post-Ubuntu-2ubuntu2)- Xeon Gold 5218: OpenJDK Runtime Environment (build 11.0.6+10-post-Ubuntu-2ubuntu2)- Xeon Silver 4216: OpenJDK Runtime Environment (build 11.0.6+10-post-Ubuntu-2ubuntu2)- Xeon Gold 6226R: OpenJDK Runtime Environment (build 11.0.6+10-post-Ubuntu-2ubuntu2)- 2 x Xeon Gold 6226R: OpenJDK Runtime Environment (build 11.0.6+10-post-Ubuntu-2ubuntu2)- 2 x Xeon Silver 4216: OpenJDK Runtime Environment (build 11.0.6+10-post-Ubuntu-2ubuntu2)- Xeon W-3275M: OpenJDK Runtime Environment (build 11.0.6+10-post-Ubuntu-1ubuntu119.10.1)- 2 x Xeon Platinum 8275CL: OpenJDK Runtime Environment (build 11.0.7+10-post-Ubuntu-2ubuntu219.10)- 2 x Xeon Platinum 8275CL NUMA off: OpenJDK Runtime Environment (build 11.0.7+10-post-Ubuntu-2ubuntu219.10)- EPYC 2 7R32: OpenJDK Runtime Environment (build 11.0.7+10-post-Ubuntu-2ubuntu219.10)- 2 x Xeon Platinum 8259CL: OpenJDK Runtime Environment (build 11.0.7+10-post-Ubuntu-2ubuntu219.10)- 2 x Xeon Platinum 8259CL NUMA off: OpenJDK Runtime Environment (build 11.0.7+10-post-Ubuntu-2ubuntu219.10)- Xeon Platinum 8259CL: OpenJDK Runtime Environment (build 11.0.7+10-post-Ubuntu-2ubuntu219.10)Python Details- 2 x Xeon Gold 5220R: + Python 3.8.2- Xeon Gold 5220R: + Python 3.8.2- Xeon Platinum 8280: + Python 3.8.2- 2 x Xeon Platinum 8280: + Python 3.8.2- Xeon Gold 5218: + Python 3.8.2- Xeon Silver 4216: + Python 3.8.2- Xeon Gold 6226R: + Python 3.8.2- 2 x Xeon Gold 6226R: + Python 3.8.2- 2 x Xeon Silver 4216: + Python 3.8.2- Xeon W-3275M: Python 2.7.17 + Python 3.7.5- 2 x Xeon Platinum 8275CL: Python 2.7.17 + Python 3.7.5- 2 x Xeon Platinum 8275CL NUMA off: Python 2.7.17 + Python 3.7.5- EPYC 2 7R32: Python 2.7.17 + Python 3.7.5- 2 x Xeon Platinum 8259CL: Python 2.7.17 + Python 3.7.5- 2 x Xeon Platinum 8259CL NUMA off: Python 2.7.17 + Python 3.7.5- Xeon Platinum 8259CL: Python 2.7.17 + Python 3.7.5Security Details- 2 x Xeon Gold 5220R: itlb_multihit: KVM: Mitigation of Split huge pages + l1tf: Not affected + mds: Not affected + meltdown: Not affected + spec_store_bypass: Mitigation of SSB disabled via prctl and seccomp + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Enhanced IBRS IBPB: conditional RSB filling + tsx_async_abort: Mitigation of TSX disabled- Xeon Gold 5220R: itlb_multihit: KVM: Mitigation of Split huge pages + l1tf: Not affected + mds: Not affected + meltdown: Not affected + spec_store_bypass: Mitigation of SSB disabled via prctl and seccomp + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Enhanced IBRS IBPB: conditional RSB filling + tsx_async_abort: Mitigation of TSX disabled- Xeon Platinum 8280: itlb_multihit: KVM: Mitigation of Split huge pages + l1tf: Not affected + mds: Not affected + meltdown: Not affected + spec_store_bypass: Mitigation of SSB disabled via prctl and seccomp + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Enhanced IBRS IBPB: conditional RSB filling + tsx_async_abort: Mitigation of TSX disabled- 2 x Xeon Platinum 8280: itlb_multihit: KVM: Mitigation of Split huge pages + l1tf: Not affected + mds: Not affected + meltdown: Not affected + spec_store_bypass: Mitigation of SSB disabled via prctl and seccomp + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Enhanced IBRS IBPB: conditional RSB filling + tsx_async_abort: Mitigation of TSX disabled- Xeon Gold 5218: itlb_multihit: KVM: Mitigation of Split huge pages + l1tf: Not affected + mds: Not affected + meltdown: Not affected + spec_store_bypass: Mitigation of SSB disabled via prctl and seccomp + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Enhanced IBRS IBPB: conditional RSB filling + tsx_async_abort: Mitigation of TSX disabled- Xeon Silver 4216: itlb_multihit: KVM: Mitigation of Split huge pages + l1tf: Not affected + mds: Not affected + meltdown: Not affected + spec_store_bypass: Mitigation of SSB disabled via prctl and seccomp + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Enhanced IBRS IBPB: conditional RSB filling + tsx_async_abort: Mitigation of TSX disabled- Xeon Gold 6226R: itlb_multihit: KVM: Mitigation of Split huge pages + l1tf: Not affected + mds: Not affected + meltdown: Not affected + spec_store_bypass: Mitigation of SSB disabled via prctl and seccomp + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Enhanced IBRS IBPB: conditional RSB filling + tsx_async_abort: Mitigation of TSX disabled- 2 x Xeon Gold 6226R: itlb_multihit: KVM: Mitigation of Split huge pages + l1tf: Not affected + mds: Not affected + meltdown: Not affected + spec_store_bypass: Mitigation of SSB disabled via prctl and seccomp + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Enhanced IBRS IBPB: conditional RSB filling + tsx_async_abort: Mitigation of TSX disabled- 2 x Xeon Silver 4216: itlb_multihit: KVM: Mitigation of Split huge pages + l1tf: Not affected + mds: Not affected + meltdown: Not affected + spec_store_bypass: Mitigation of SSB disabled via prctl and seccomp + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Enhanced IBRS IBPB: conditional RSB filling + tsx_async_abort: Mitigation of TSX disabled- Xeon W-3275M: itlb_multihit: KVM: Mitigation of Split huge pages + l1tf: Not affected + mds: Not affected + meltdown: Not affected + spec_store_bypass: Mitigation of SSB disabled via prctl and seccomp + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Enhanced IBRS IBPB: conditional RSB filling + tsx_async_abort: Mitigation of TSX disabled- 2 x Xeon Platinum 8275CL: itlb_multihit: KVM: Mitigation of Split huge pages + l1tf: Not affected + mds: Not affected + meltdown: Not affected + spec_store_bypass: Mitigation of SSB disabled via prctl and seccomp + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Enhanced IBRS IBPB: conditional RSB filling + tsx_async_abort: Mitigation of TSX disabled- 2 x Xeon Platinum 8275CL NUMA off: itlb_multihit: KVM: Mitigation of Split huge pages + l1tf: Not affected + mds: Not affected + meltdown: Not affected + spec_store_bypass: Mitigation of SSB disabled via prctl and seccomp + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Enhanced IBRS IBPB: conditional RSB filling + tsx_async_abort: Mitigation of TSX disabled- EPYC 2 7R32: itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + spec_store_bypass: Mitigation of SSB disabled via prctl and seccomp + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Full AMD retpoline IBPB: conditional IBRS_FW STIBP: conditional RSB filling + srbds: Not affected + tsx_async_abort: Not affected- 2 x Xeon Platinum 8259CL: itlb_multihit: KVM: Mitigation of Split huge pages + l1tf: Not affected + mds: Not affected + meltdown: Not affected + spec_store_bypass: Mitigation of SSB disabled via prctl and seccomp + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Enhanced IBRS IBPB: conditional RSB filling + srbds: Not affected + tsx_async_abort: Mitigation of TSX 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 disabled- Xeon Platinum 8259CL: itlb_multihit: KVM: Mitigation of Split huge pages + l1tf: Not affected + mds: Not affected + meltdown: Not affected + spec_store_bypass: Mitigation of SSB disabled via prctl and seccomp + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Enhanced IBRS IBPB: conditional RSB filling + srbds: Not affected + tsx_async_abort: Mitigation of TSX disabledOpenCL Details- Xeon W-3275M: GPU Compute Cores: 4352

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 offXeon Platinum 8259CLLogarithmic 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 Testsmkl-dnn: Convolution Batch conv_googlenet_v3 - u8s8f32arrayfire: Conjugate Gradient CPUarrayfire: BLAS CPUmkl-dnn: Convolution Batch conv_alexnet - f32mkl-dnn: Convolution Batch conv_all - u8s8f32mkl-dnn: Convolution Batch conv_googlenet_v3 - f32mkl-dnn: Convolution Batch conv_alexnet - u8s8f32mkl-dnn: Convolution Batch conv_all - f32mkl-dnn: Deconvolution Batch deconv_3d - f32mkl-dnn: IP Batch All - u8s8f32mkl-dnn: Convolution Batch conv_alexnet - bf16bf16bf16mkl-dnn: Convolution Batch conv_all - bf16bf16bf16mkl-dnn: Convolution Batch conv_googlenet_v3 - bf16bf16bf16ospray: NASA Streamlines - Path Tracerospray: XFrog Forest - SciVisospray: XFrog Forest - Path Tracermkl-dnn: Convolution Batch conv_3d - bf16bf16bf16ospray: NASA Streamlines - SciVismkl-dnn: Deconvolution Batch deconv_3d - bf16bf16bf16ospray: San Miguel - SciVisembree: Pathtracer ISPC - Crownospray: San Miguel - Path Tracerhpcg: embree: Pathtracer ISPC - Asian Dragonembree: Pathtracer ISPC - Asian Dragon Objmkl-dnn: Deconvolution Batch deconv_1d - f32luxcorerender: Rainbow Colors and Prismblender: Classroom - CPU-Onlynamd: ATPase Simulation - 327,506 Atomsluxcorerender: DLSCmkl-dnn: Deconvolution Batch deconv_1d - bf16bf16bf16john-the-ripper: MD5blender: Pabellon Barcelona - CPU-Onlyjohn-the-ripper: Blowfishmkl-dnn: Convolution Batch conv_3d - u8s8f32intel-mpi: IMB-P2P PingPongmkl-dnn: Deconvolution Batch deconv_1d - u8s8f32npb: EP.Dospray: Magnetic Reconnection - SciVisnpb: EP.Cmkl-dnn: Deconvolution Batch deconv_all - bf16bf16bf16mkl-dnn: Deconvolution Batch deconv_3d - u8s8f32blender: BMW27 - CPU-Onlyembree: Pathtracer - Crownstockfish: Total Timeasmfish: 1024 Hash Memory, 26 Depthv-ray: CPUembree: Pathtracer - Asian Dragonembree: Pathtracer - Asian Dragon Objblender: Fishy Cat - CPU-Onlymkl-dnn: IP Batch 1D - bf16bf16bf16mkl-dnn: IP Batch 1D - f32npb: SP.Bblender: Barbershop - CPU-Onlylammps: Rhodopsin Proteinappleseed: Disney Materialmkl-dnn: Deconvolution Batch deconv_all - f32tungsten: Hairbasis: UASTC Level 3npb: LU.Cbuild-linux-kernel: Time To Compilenpb: BT.Cdav1d: Summer Nature 1080ppgbench: Buffer Test - Normal Load - Read Onlymkl-dnn: IP Batch All - f32dav1d: Chimera 1080p 10-bitoidn: Memorialbuild-llvm: Time To Compilenpb: MG.Cdav1d: Summer Nature 4Kappleseed: Emilysvt-av1: Enc Mode 8 - 1080psvt-av1: Enc Mode 4 - 1080pmrbayes: Primate Phylogeny Analysispyperformance: python_startupmlpack: scikit_qdapgbench: Buffer Test - Normal Load - Read Writemlpack: scikit_icadeepspeech: CPUbuild2: Time To Compilemlpack: scikit_linearridgeregressionsvt-vp9: Visual Quality Optimized - Bosphorus 1080pbuild-gcc: Time To Compilebuild-gdb: Time To Compileappleseed: Material Testernettle: poly1305-aesnettle: chachanettle: aes256lzbench: Crush 0 - Decompressionphpbench: PHP Benchmark Suitepyperformance: floatpyperformance: django_templatescikit-learn: lzbench: Brotli 2 - Decompressionbasis: ETC1Slzbench: Zstd 1 - Compressionpybench: Total For Average Test Timessmhasher: wyhashsmhasher: wyhashnumpy: lzbench: Zstd 8 - Decompressioncompress-zstd: Compressing ubuntu-16.04.3-server-i386.img, Compression Level 19mlpack: scikit_svmlzbench: Brotli 2 - Compressionlzbench: Zstd 1 - Decompressionnettle: sha512himeno: Poisson Pressure Solverradiance: Serialradiance: SMP Parallellzbench: Crush 0 - Compressionrenaissance: Apache Spark PageRankpyperformance: regex_compiledacapobench: Jythontungsten: Water Causticlzbench: Zstd 8 - Compressionrenaissance: Scala Dottyrenaissance: Savina Reactors.IOrenaissance: Apache Spark Bayescloverleaf: Lagrangian-Eulerian Hydrodynamics2 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 offXeon Platinum 8259CL15.75429.8982359.13122.7612479.2854.819035.9778999.5442.697004.08605712.2013917.52187.16810.427.193.9815.217755.569.4259143.4833.44693.9525.630343.098337.14982.126804.46165.960.603334.447.229754821000208.30513244896.4119650424.3333330.5608903780.5947.623768.663152.413112.3660.6729.515374235829855018514027035.875732.330198.245.727912.2300950932.88260.5617.37888.8566341278.2511.072627.981108883.4036.699100761.29321.84598798.57132410.634870.8127.97286.78258984.18177.89180.64579749.2095.302134.92811.242.6934227.72490377.41125.1186372.1512.39237.571060.578146.439189.4596532797.221024.9756159.2141963128311347.310.45861354.554437110018.806300.73110110.44917.921721147489.153404.690861746.918230.5619324540.720167487723.3367747414.61926257.0083662.7671.0628.45326.4091201.54244.7454826.71108.16166.73521948.774.889664.610541433.477839.95369.2875.383.702.0629.917328.5716.825323.2617.66042.1413.352923.604220.34183.364322.48328.811.157452.3213.14282506000404.78255479696.9210276849.5217390.8437091966.6127.031863.155695.586072.57113.3016.051438167326432179392188619.610517.7957175.958.685904.4998523346.56456.479.535158.772381920.7418.984046.70856744.8759.01250787.79274.98383120.6905098.9079558.0518.41430.42631197.22160.59284.2797433.0884.285134.48311.334.2445518.59351568.19126.0780191.6412.25224.011167.683151.909162.8603532779.781020.0936133.9142862969011447.110.11265156.018444111418.815313.76119410.35517.821761180485.863398.397455749.923242.5159821704.485168483425.0080767556.32922776.2953150.0961.2811.29004.1153432.1694.19372846.1242.075826.8391765.7451.962793.23121637.3743497.47166.9849.496.253.4614.0780507.6960538.4628.77303.5214.909738.310033.04901.462324.11198.250.707093.796.553744090000246.31428645919.9416653864.7681160.3710363283.3842.873194.182935.993716.9869.8026.280062891312687620753471032.247429.2061110.674.831702.3945132682.14287.8015.314103.8330991113.5412.686330.68974255.6740.89871842.34323.20560887.7666966.7950965.4031.10308.74137089.05199.08197.64950551.9176.030128.84811.230.4553139.05777767.36118.0937774.1181.67265.401063.705144.643123.9791032867.481051.1116313.1644064916410946.29.12767351.446457107622.678330.3312248.20317.191811212501.983510.205159728.36123510120621.229164454722.0167776664.25421975.1222674.1750.967.460507.4813430.2849.84371517.4423.177219.8143496.8161.136083.11002320.0601766.3586.539118.1812.056.677.9291290.914.3581769.5253.23046.5328.854268.424158.69451.240297.15100.470.362267.194.068477880000129.01840843005.4831821690.5507250.3944556284.6571.436104.941779.151893.7238.7945.61211197157951338398966433157.487051.785366.393.659641.6398670893.41187.3324.78868.618272881.7837.8270619.885140090.3227.309136046.53409.88909916.4900869.5246685.1434.49221.51569175.12221.31154.98075256.9827.033129.98611.238.3524466.91122763.35122.2246862.7761.82233.171005.530142.695193.442412868.691051.9366320.0042864969310945.99.39262352.694449107322.677321.8211249.13717.191761168500.983514.604106728.246226.0769623588.397164471121.5896756890.60626764.9413228.6330.6934.60317.0421002.09298.3005840.26131.08881.07052363.005.804204.838751874.4710255.2484.5944.373.011.6839.998523.2621.429018.8714.41631.7513.013819.432116.76853.994881.88433.421.511681.7416.54841912667531.982140311821.39066471.04347830.9767301635.7822.221621.486721.027189.03149.3912.388232424332365618171698115.310413.8526229.288.82714.7569622329.34589.078.158182.5579721699.6922.486655.20948143.4967.15648617.05265.46322051.6311879.3095955.8815.80501.21830328.65136.86328.13913327.1933.339147.73411.137.4140894.89675668.78128.40692101.7162.46172.821218.874156.299179.7515052798.561024.4936164.7943063245511447.210.28665558.473446110119.806315.14119511.12217.981761184489.513405.035897747.844241.8979623703.029167509625.9635748286.12327198.0803477.3311.3745.05027.819765.491395.4416241.16171.428105.8263129.937.636465.592751875.2310258.0484.8953.412.341.3140.019218.1821.475514.7111.38271.4011.888315.591113.49185.310871.88432.111.517211.7716.55161893333531.392042412300.38923779.55072461.273751571.4917.941545.506721.547457.86149.0212.431631174576350854961710515.279613.8827229.7110.90145.1665821149.68593.137.810194.4018432201.0423.612958.24646723.0171.77046389.79232.35313376.77991710.193050.1012.85531.15228301.13132.46345.38996126.4603.309193.46615.440.7540373.30489481.36135.99744109.6992.97173.181398.020177.772188.7767562291.69837.6125024.3935351569713757.512.03054267.461365134222.13122004.08272.1299811.43020.89146973399.992823.595364909.318299.7398225271.433204576828.8979648634.69122798.3823588.6921.4917.97356.4512137.03155.3684478.9369.143142.22021227.073.130064.538211042.345709.17269.9915.523.682.0222.424329.4112.327122.6916.80992.0213.958122.459819.32282.231262.51321.531.135862.359.903622583000400.96271269374.6010620968.6086950.5286322094.5325.482044.243966.735864.26111.8215.994339776292446149252207419.347217.4223173.955.714394.4136623859.79453.2210.325155.228014983.91318.612944.94358594.5057.77256576.12307.75376860.3186158.8423362.3222.01433.19131633.6170.07276.76865434.6364.340123.70211.031.9646503.28304061.82119.7871788.9771.93221.951092.587139.120156.6056142795.491024.9926161.4242963243111547.39.92465354.790445110325.13419429.87318.87119310.33017.921761182488.813401.157135746.687242.0029521743.019168460924.0874746999.49727198.8562856.8501.2711.32827.1553912.3081.14002377.9136.371626.5363694.3241.707494.11779527.0172871.11137.73410.567.093.8811.607655.566.2964742.2731.73183.7126.591040.432534.80301.497244.32163.320.582374.51835.384024977667207.41534854821.2420467429.5217390.3690603969.6045.454005.262169.932987.0859.4528.960275203729838945143474934.691931.311796.413.212812.1897549232.24257.0118.15084.844108711.38910.665327.226106268.3336.59577470.67358.62587882.23269910.523973.9533.06279.68258681.42203.10177.66114851.7105.431124.25810.944.5337715.21627174.63123.3870270.6082.08256.91996.904133.444185.3571542797.431025.3846157.4941863260111347.110.44960854.947437110425.12919424.11304.16110010.20617.771721141489.423410.383938745.686233.0429124522.220167480623.1916727231.01427972.9983405.4140.9323.702816.921497.75197.9143215.1787.543455.33611578.243.855124.82603938.9105156.69246.4466.624.572.5520.516334.4810.937927.8421.74682.6323.157428.973225.06783.065903.65218.060.769823.438.869133764000272.72410216329.9417176230.5362320.7703003144.7032.532984.023600.953849.1378.7223.267460569696668958102759228.203225.4971125.355.565002.6669942220.94333.4014.161107.4980891364.2613.603134.63285606.5345.31565509.98272.55501697.23823111.421559.5120.43347.82752832.47159.60222.96851440.5484.216194.50415.450.1034916.03085294.45133.0116086.3252.99206.421268.815169.704197.7404422294.74841.6495061.6034451996413757.512.54950965.644359134322.12922011.20262.7893010.97821.09142943401.132817.673053907.757281.2518028045.920204580227.3948638583.01428596.1054199.4111.0013.45044.4233128.39108.5682967.9249.874431.9893878.3902.275263.59218702.0653880.44188.6118.695.723.1716.590645.458.4627334.4826.40103.2514.162335.149530.34581.745153.79213.360.814343.537.615953654000265.41403266183.1120246604.6231880.4584223210.52403025.113293.943852.3774.9624.550361170651662256413301430.105727.1952118.095.563042.8671531426.53304.7914.562106.6433921292.6212.710430.63469606.8436.36769347.58537.84567696.5059127.5443981.6027.35281.67835376.11256.60196.92978653.8196.389143.34817.732.6511704.23180454.91123.8525266.4151.99282.18994.583134.824124.1473013207.981172.1537070.6050973433994.549.99.66172147.65350895118.50826298.77367.5612988.38015.781961299550.933866.090988665.7219.83610921015.543157432121.5517846970.90425186.6662743.6231.1417.754913.226259.0179.11092023.4733.630559.90401206.221.173855.36708348.2431919.5093.359617.0211.366.258.7123482.624.3795263.5449.04615.828.4140538.765836.66521.331097.09108.976.733.969067388333139.11777713250.8935954425.3623190.35536250.881730.802059.0341.6841.78991098743071195499015832640.078735.667669.934.103691.95992189.5522.30168.606542981.0588.2906721.06027.100422.89629984.51425319.103090.2815.06218.050218.14152.90204955.3745.243125.86762.023890.77088253.50113.1439664.5032.36191.66966.599128.950189.2961662785.991025.6036172.5543464017311.06559252.608439113326.08618770.15338.44105310.94516.871701099487.553440.518277753.635232.6959424505.962468522.7599736733.16026906.8865185.62110.48419.6546325.0757.51111708.0525.053330.6427650.9811.172783.84746348.3261918.2893.284216.9511.366.248.6470783.334.3600266.6749.95595.876.3297151.874144.71511.251167.31108.946.753.965107350667139.00783273252.4835888907.9855070.35471458.821705.352057.9341.7241.39441084125141030339555852545.767440.850270.044.060411.63599190.0120.98468.202167910.1428.1933720.99429.258406.66725740.72379512.682090.7819.55244.910216.86152.09368156.1225.942124.29757.253197.74295453.66138.2562964.4212.46228.381032.978145.510194.8468612803.551027.5926184.2043263902611.49058253.135443112326.12918775.94315.6699910.28918.421721090490.263430.766164753.433227.1599524666.363475922.7088757042.35427361.5974510.830730.30635.13990.79896.688111728.842.54131301.36710.1402.20471149.33916.6011.035.8576.9258.8245.18694.7317.060852.354145.43302.225408.12101.340.486147.283972000132.04664753076.7620348261.0289851131.133570.46403485.991899.2441.7647.64641167650281132789776289752.953247.580665.671.6756051225.18177.7920.82162.4310471485.477.6745519.19399821.8924.005106415.53676.16891303.1219438.88390140.1428.71200.03949330.15321.17147.68585654.4725.71492.36116.339.546105.72895749.4772.8159959.9561.79291.17849.192108.675175.1937082046.35750.3574665.3338050052466.410.41956454.3104181226323.5812669.23015.161651148478.093769.723664730.7219.6528121641.954213524622.3247836577.34319303.5613057.0590.368.747948.4305319.5856.64651793.7525.772222.3830559.4681.266493.04866399.2982197.81106.89315.62510.425.719.2066576.924.8719462.546.17575.5827.106059.056350.97691.257956.40124.590.445515.884.490396554667158.13708883551.3831988149.2463770.3762225310.1662.55052.631904.282238.0547.6338.12221035138531199123575180346.792042.761379.004.489181.5768753978.90211.3322.53573.581913739.1639.2621723.088120961.9127.581104107.99431.76795715.3113559.9766989.5533.89232.05363393.35215.64161.84631453.0405.955139.75011.342.884009.40533158.48117.7261366.6672.30229.911012.035129.689185.2297342497.86917.7505513.0839457348312364.212.45955157.826399125224.15120225.18310.4010119.94918.761571027437.623147.907521841.647258.3438825275.159200517224.5437697256.92028107.0363495.6120.787.636517.6045650.7155.35651734.2025.067219.3723461.9351.263952.78193399.3082198.18106.71415.5410.325.719.1875176.924.8568961.5846.41845.5416.517159.050250.86481.225895.52124.670.454225.864.465236608333157.99709553548.6032444647.4347830.3614145284.3462.55059.021904.452252.6748.0038.10331041066761050706065305146.908442.494679.224.464401.5372938493.57211.3721.88773.216224743.6959.0907323.14794642.9929.27684766.14400.24790827.5724646.6584288.6633.10244.94043490.15212.99163.70723252.3145.996141.89822.641.293168.73208157.69135.0510069.1952.42229.531073.762146.435197.2937742516.87917.5055523.3139657434812364.112.95454358.280407125324.15420231.58293.5396610.29419.621591032438.233130.858713841.323255.5888625636.694200516124.7792717566.34228251.8283813.7460.6312.70594.6772950.16107.8043402.0748.064030.8800874.2012.200533.43236796.7534364.00207.9118.095.382.9617.321743.489.3710732.9724.72673.0013.642532.908828.29281.639283.30246.810.869253.047.982923384000305.20355997095.6216759832.260870.4156142677.6437.042641.323368.214426.0686.8921.382954437117593507942906126.063823.7192134.225.699002.6997724288.34350.4713.040120.1693461029.2414.804635.98365522.4641.13751975.35353.78512031.4192317.8907167.3327.99317.61033490.03205.63219.319746.8735.112138.84611.431.985941.31814161.20117.3569276.1472.00256.241067.641132.228127.9962962492.48920.5135517.0240456979312264.112.08858757.399410125024.18720221.25321.1310899.67218.671601061436.733152.501437842.099273.1259122226.845200501225.3555717200.75226711.1733017.3251.11OpenBenchmarking.org

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: Convolution Batch conv_googlenet_v3 - Data Type: u8s8f32Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CLEPYC 2 7R322 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CLXeon W-3275M2 x Xeon Silver 42162 x Xeon Gold 6226RXeon Gold 6226RXeon Silver 4216Xeon Gold 52182 x Xeon Platinum 8280Xeon Platinum 8280Xeon Gold 5220R2 x Xeon Gold 5220R160320480640800SE +/- 0.00834, N = 3SE +/- 0.01740, N = 3SE +/- 0.02555, N = 3SE +/- 7.24186, N = 3SE +/- 0.02611, N = 3SE +/- 0.29660, N = 3SE +/- 0.01662, N = 3SE +/- 0.01146, N = 3SE +/- 0.01218, N = 3SE +/- 0.01762, N = 3SE +/- 0.02504, N = 3SE +/- 0.01482, N = 3SE +/- 0.03597, N = 3SE +/- 0.01386, N = 3SE +/- 0.02138, N = 3SE +/- 0.00643, N = 312.705907.636518.74794730.3060010.4841017.7549013.4504023.7028011.3282017.9735045.0502034.603107.4605011.2900028.4532015.75420MIN: 698.321. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl

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.orgms, Fewer Is BetterArrayFire 3.7Test: Conjugate Gradient CPUXeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CLEPYC 2 7R322 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CLXeon W-3275M2 x Xeon Silver 42162 x Xeon Gold 6226RXeon Gold 6226RXeon Silver 4216Xeon Gold 52182 x Xeon Platinum 8280Xeon Platinum 8280Xeon Gold 5220R2 x Xeon Gold 5220R816243240SE +/- 0.022, N = 3SE +/- 0.243, N = 15SE +/- 0.091, N = 15SE +/- 0.217, N = 3SE +/- 0.272, N = 15SE +/- 0.220, N = 3SE +/- 0.075, N = 15SE +/- 0.372, N = 15SE +/- 0.072, N = 15SE +/- 0.026, N = 3SE +/- 0.047, N = 3SE +/- 0.069, N = 9SE +/- 0.086, N = 6SE +/- 0.067, N = 3SE +/- 0.094, N = 3SE +/- 0.099, N = 154.6777.6048.43035.1309.65413.2204.42316.9207.1556.4517.8197.0427.4814.1156.4099.8981. (CXX) g++ options: -rdynamic

OpenBenchmarking.orgGFLOPS, More Is BetterArrayFire 3.7Test: BLAS CPUXeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CLEPYC 2 7R322 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CLXeon W-3275M2 x Xeon Silver 42162 x Xeon Gold 6226RXeon Gold 6226RXeon Silver 4216Xeon Gold 52182 x Xeon Platinum 8280Xeon Platinum 8280Xeon Gold 5220R2 x Xeon Gold 5220R14002800420056007000SE +/- 1.09, N = 3SE +/- 14.66, N = 3SE +/- 122.72, N = 12SE +/- 6.50, N = 3SE +/- 4.90, N = 3SE +/- 61.47, N = 3SE +/- 30.40, N = 3SE +/- 0.79, N = 3SE +/- 31.78, N = 3SE +/- 4.16, N = 3SE +/- 1.52, N = 3SE +/- 0.62, N = 3SE +/- 20.06, N = 3SE +/- 25.11, N = 3SE +/- 0.37, N = 3SE +/- 3.91, N = 32950.165650.715319.58990.806325.076259.013128.391497.753912.302137.03765.491002.093430.283432.161201.542359.131. (CXX) g++ options: -rdynamic

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: Convolution Batch conv_alexnet - Data Type: f32Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CLEPYC 2 7R322 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CLXeon W-3275M2 x Xeon Silver 42162 x Xeon Gold 6226RXeon Gold 6226RXeon Silver 4216Xeon Gold 52182 x Xeon Platinum 8280Xeon Platinum 8280Xeon Gold 5220R2 x Xeon Gold 5220R90180270360450SE +/- 0.12, N = 3SE +/- 0.20, N = 3SE +/- 0.23, N = 3SE +/- 1.13, N = 3SE +/- 0.79, N = 3SE +/- 0.88, N = 3SE +/- 0.11, N = 3SE +/- 0.04, N = 3SE +/- 0.03, N = 3SE +/- 0.05, N = 3SE +/- 0.95, N = 3SE +/- 0.11, N = 3SE +/- 0.08, N = 3SE +/- 0.06, N = 3SE +/- 0.16, N = 3SE +/- 0.04, N = 3107.8055.3656.6596.6957.5179.11108.57197.9181.14155.37395.44298.3049.8494.19244.75122.76MIN: 106.14MIN: 93.63MIN: 74.84MIN: 102.46MIN: 195.97MIN: 79.72MIN: 154.79MIN: 390.56MIN: 297.84MIN: 93.73MIN: 242.31MIN: 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_all - Data Type: u8s8f32Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CLEPYC 2 7R322 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CLXeon W-3275M2 x Xeon Silver 42162 x Xeon Gold 6226RXeon Gold 6226RXeon Silver 4216Xeon Gold 52182 x Xeon Platinum 8280Xeon Platinum 8280Xeon Gold 5220R2 x Xeon Gold 5220R3K6K9K12K15KSE +/- 4.13, N = 3SE +/- 0.82, N = 3SE +/- 1.51, N = 3SE +/- 19.01, N = 3SE +/- 0.40, N = 3SE +/- 3.97, N = 3SE +/- 15.10, N = 3SE +/- 23.72, N = 3SE +/- 10.67, N = 3SE +/- 7.74, N = 3SE +/- 4.87, N = 3SE +/- 1.57, N = 3SE +/- 3.12, N = 3SE +/- 1.24, N = 3SE +/- 4.48, N = 3SE +/- 2.07, N = 33402.071734.201793.7511728.801708.052023.472967.923215.172377.914478.936241.165840.261517.442846.124826.712479.28MIN: 3393.59MIN: 11565.1MIN: 2893.12MIN: 3181.24MIN: 4461.44MIN: 6214.68MIN: 5831.48MIN: 2813.78MIN: 4806.631. (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 Platinum 8259CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CLEPYC 2 7R322 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CLXeon W-3275M2 x Xeon Silver 42162 x Xeon Gold 6226RXeon Gold 6226RXeon Silver 4216Xeon Gold 52182 x Xeon Platinum 8280Xeon Platinum 8280Xeon Gold 5220R2 x Xeon Gold 5220R4080120160200SE +/- 0.04, N = 3SE +/- 0.02, N = 3SE +/- 0.10, N = 3SE +/- 0.19, N = 3SE +/- 0.01, N = 3SE +/- 0.17, N = 3SE +/- 0.07, N = 3SE +/- 0.04, N = 3SE +/- 0.01, N = 3SE +/- 0.07, N = 3SE +/- 0.06, N = 3SE +/- 0.03, N = 3SE +/- 0.09, N = 3SE +/- 0.02, N = 3SE +/- 0.24, N = 3SE +/- 0.06, N = 348.0625.0725.7742.5425.0533.6349.8787.5436.3769.14171.43131.0923.1842.08108.1654.82MIN: 47.62MIN: 40.72MIN: 32.49MIN: 44.78MIN: 86.64MIN: 34.65MIN: 68.48MIN: 170.75MIN: 130.56MIN: 41.31MIN: 106.43MIN: 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_alexnet - Data Type: u8s8f32Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CLEPYC 2 7R322 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CLXeon W-3275M2 x Xeon Silver 42162 x Xeon Gold 6226RXeon Gold 6226RXeon Silver 4216Xeon Gold 52182 x Xeon Platinum 8280Xeon Platinum 8280Xeon Gold 5220R2 x Xeon Gold 5220R30060090012001500SE +/- 0.04, N = 3SE +/- 0.01, N = 3SE +/- 0.24, N = 3SE +/- 2.69, N = 3SE +/- 0.03, N = 3SE +/- 0.73, N = 3SE +/- 0.04, N = 3SE +/- 0.14, N = 3SE +/- 0.25, N = 3SE +/- 0.01, N = 3SE +/- 0.06, N = 3SE +/- 0.04, N = 3SE +/- 0.03, N = 3SE +/- 0.02, N = 3SE +/- 0.09, N = 3SE +/- 0.03, N = 330.8819.3722.381301.3630.6459.9031.9955.3426.5442.22105.8381.0719.8126.8466.7435.98MIN: 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_all - Data Type: f32Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CLEPYC 2 7R322 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CLXeon W-3275M2 x Xeon Silver 42162 x Xeon Gold 6226RXeon Gold 6226RXeon Silver 4216Xeon Gold 52182 x Xeon Platinum 8280Xeon Platinum 8280Xeon Gold 5220R2 x Xeon Gold 5220R7001400210028003500SE +/- 0.32, N = 3SE +/- 0.29, N = 3SE +/- 0.29, N = 3SE +/- 2.05, N = 3SE +/- 5.95, N = 3SE +/- 7.07, N = 3SE +/- 0.68, N = 3SE +/- 1.69, N = 3SE +/- 0.79, N = 3SE +/- 0.59, N = 3SE +/- 1.30, N = 3SE +/- 0.47, N = 3SE +/- 0.78, N = 3SE +/- 0.39, N = 3SE +/- 1.16, N = 3SE +/- 0.29, N = 3874.20461.94559.47710.14650.981206.22878.391578.24694.321227.073129.932363.00496.82765.751948.77999.54MIN: 868.41MIN: 553.8MIN: 700.52MIN: 639.1MIN: 1181.19MIN: 819.94MIN: 1571.3MIN: 686.24MIN: 1218.34MIN: 3085.85MIN: 2357.87MIN: 755.35MIN: 1927.2MIN: 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: Deconvolution Batch deconv_3d - Data Type: f32Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CLEPYC 2 7R322 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CLXeon W-3275M2 x Xeon Silver 42162 x Xeon Gold 6226RXeon Gold 6226RXeon Silver 4216Xeon Gold 52182 x Xeon Platinum 8280Xeon Platinum 8280Xeon Gold 5220R2 x Xeon Gold 5220R246810SE +/- 0.00571, N = 3SE +/- 0.00388, N = 3SE +/- 0.00118, N = 3SE +/- 0.00603, N = 3SE +/- 0.00132, N = 3SE +/- 0.00161, N = 3SE +/- 0.01801, N = 3SE +/- 0.00590, N = 3SE +/- 0.00200, N = 3SE +/- 0.00634, N = 3SE +/- 0.01443, N = 3SE +/- 0.01731, N = 3SE +/- 0.00373, N = 3SE +/- 0.00032, N = 3SE +/- 0.01927, N = 3SE +/- 0.00092, N = 32.200531.263951.266492.204711.172781.173852.275263.855121.707493.130067.636465.804201.136081.962794.889662.69700MIN: 2.17MIN: 2.14MIN: 2.12MIN: 3.82MIN: 3.1MIN: 7.57MIN: 5.77MIN: 1.95MIN: 4.84MIN: 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: IP Batch All - Data Type: u8s8f32Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CLEPYC 2 7R322 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CLXeon W-3275M2 x Xeon Silver 42162 x Xeon Gold 6226RXeon Gold 6226RXeon Silver 4216Xeon Gold 52182 x Xeon Platinum 8280Xeon Platinum 8280Xeon Gold 5220R2 x Xeon Gold 5220R306090120150SE +/- 0.00119, N = 3SE +/- 0.00908, N = 3SE +/- 0.01481, N = 3SE +/- 0.23997, N = 3SE +/- 0.01731, N = 3SE +/- 0.06319, N = 3SE +/- 0.03226, N = 3SE +/- 0.04012, N = 3SE +/- 0.03959, N = 3SE +/- 0.01160, N = 3SE +/- 0.03131, N = 3SE +/- 0.00870, N = 3SE +/- 0.04146, N = 4SE +/- 0.00398, N = 3SE +/- 0.02448, N = 3SE +/- 0.03777, N = 33.432362.781933.04866149.339003.847465.367083.592184.826034.117794.538215.592754.838753.110023.231214.610544.08605MIN: 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: Convolution Batch conv_alexnet - Data Type: bf16bf16bf16Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CLXeon W-3275M2 x Xeon Silver 42162 x Xeon Gold 6226RXeon Gold 6226RXeon Silver 4216Xeon Gold 52182 x Xeon Platinum 8280Xeon Platinum 8280Xeon Gold 5220R2 x Xeon Gold 5220R400800120016002000SE +/- 0.41, N = 3SE +/- 0.11, N = 3SE +/- 0.23, N = 3SE +/- 0.33, N = 3SE +/- 0.07, N = 3SE +/- 1.04, N = 3SE +/- 0.08, N = 3SE +/- 4.23, N = 3SE +/- 0.09, N = 3SE +/- 0.03, N = 3SE +/- 0.15, N = 3SE +/- 0.06, N = 3SE +/- 0.07, N = 3SE +/- 1.48, N = 3SE +/- 0.06, N = 3796.75399.31399.30348.33348.24702.07938.91527.021042.341875.231874.47320.06637.371433.47712.20MIN: 795.52MIN: 398.47MIN: 398.05MIN: 347.28MIN: 346.92MIN: 687.86MIN: 937.57MIN: 521.14MIN: 1041.43MIN: 1873.9MIN: 1873.87MIN: 319.23MIN: 636.97MIN: 1421.77MIN: 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_all - Data Type: bf16bf16bf16Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CLXeon W-3275M2 x Xeon Silver 42162 x Xeon Gold 6226RXeon Gold 6226RXeon Silver 4216Xeon Gold 52182 x Xeon Platinum 8280Xeon Platinum 8280Xeon Gold 5220R2 x Xeon Gold 5220R2K4K6K8K10KSE +/- 0.11, N = 3SE +/- 0.30, N = 3SE +/- 0.11, N = 3SE +/- 0.26, N = 3SE +/- 0.16, N = 3SE +/- 0.11, N = 3SE +/- 6.81, N = 3SE +/- 2.73, N = 3SE +/- 0.12, N = 3SE +/- 0.35, N = 3SE +/- 0.34, N = 3SE +/- 1.13, N = 3SE +/- 0.26, N = 3SE +/- 4.68, N = 3SE +/- 3.93, N = 34364.002198.182197.811918.281919.503880.445156.692871.115709.1710258.0010255.201766.353497.477839.953917.52MIN: 4358.26MIN: 2191.82MIN: 2191.04MIN: 1911.42MIN: 1911.94MIN: 3767MIN: 5142.07MIN: 2860.81MIN: 5699.77MIN: 10250.4MIN: 10250.1MIN: 3490.41MIN: 7795.37MIN: 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_googlenet_v3 - Data Type: bf16bf16bf16Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CLXeon W-3275M2 x Xeon Silver 42162 x Xeon Gold 6226RXeon Gold 6226RXeon Silver 4216Xeon Gold 52182 x Xeon Platinum 8280Xeon Platinum 8280Xeon Gold 5220R2 x Xeon Gold 5220R100200300400500SE +/- 0.02, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.03, N = 3SE +/- 0.01, N = 3SE +/- 0.20, N = 3SE +/- 0.04, N = 3SE +/- 0.02, N = 3SE +/- 0.10, N = 3SE +/- 0.08, N = 3SE +/- 0.02, N = 3SE +/- 0.00, N = 3SE +/- 0.03, N = 3SE +/- 0.42, N = 3SE +/- 0.02, N = 3207.91106.71106.8993.2893.36188.61246.45137.73269.99484.90484.5986.54166.98369.29187.17MIN: 207.27MIN: 105.9MIN: 105.9MIN: 92.44MIN: 92.35MIN: 178.56MIN: 245.49MIN: 136.67MIN: 268.99MIN: 484.15MIN: 484.13MIN: 85.56MIN: 166.21MIN: 365.68MIN: 186.331. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl

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: NASA Streamlines - Renderer: Path TracerXeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CLEPYC 2 7R322 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CLXeon W-3275M2 x Xeon Silver 42162 x Xeon Gold 6226RXeon Gold 6226RXeon Silver 4216Xeon Gold 52182 x Xeon Platinum 8280Xeon Platinum 8280Xeon Gold 5220R2 x Xeon Gold 5220R48121620SE +/- 0.022, N = 3SE +/- 0.080, N = 3SE +/- 0.000, N = 3SE +/- 0.068, N = 4SE +/- 0.000, N = 12SE +/- 0.073, N = 4SE +/- 0.006, N = 12SE +/- 0.000, N = 12SE +/- 0.037, N = 3SE +/- 0.008, N = 4SE +/- 0.000, N = 15SE +/- 0.006, N = 3SE +/- 0.000, N = 12SE +/- 0.030, N = 3SE +/- 0.000, N = 12SE +/- 0.000, N = 128.09015.54015.62516.60016.95017.0208.6906.62010.5605.5203.4104.37018.1809.4905.38010.420MIN: 7.94 / MAX: 8.2MIN: 14.93 / MAX: 15.87MIN: 11.11 / MAX: 15.87MIN: 15.87 / MAX: 16.95MIN: 16.13 / MAX: 17.54MIN: 11.76 / MAX: 17.54MIN: 8.33 / MAX: 9.01MIN: 5.52 / MAX: 6.76MIN: 8.77 / MAX: 10.75MIN: 5.43 / MAX: 5.62MIN: 3.33 / MAX: 3.45MIN: 4.29 / MAX: 4.44MIN: 12.2 / MAX: 18.52MIN: 9.26 / MAX: 9.62MIN: 5.29 / MAX: 5.46MIN: 8.47 / MAX: 10.53

OpenBenchmarking.orgFPS, More Is BetterOSPray 1.8.5Demo: XFrog Forest - Renderer: SciVisXeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CLEPYC 2 7R322 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CLXeon W-3275M2 x Xeon Silver 42162 x Xeon Gold 6226RXeon Gold 6226RXeon Silver 4216Xeon Gold 52182 x Xeon Platinum 8280Xeon Platinum 8280Xeon Gold 5220R2 x Xeon Gold 5220R3691215SE +/- 0.00, N = 12SE +/- 0.02, N = 7SE +/- 0.00, N = 12SE +/- 0.04, N = 3SE +/- 0.00, N = 13SE +/- 0.00, N = 13SE +/- 0.00, N = 8SE +/- 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 = 3SE +/- 0.00, N = 6SE +/- 0.00, N = 65.3810.3210.4211.0311.3611.365.724.577.093.682.343.0112.056.253.707.19MIN: 5.29 / MAX: 5.41MIN: 10.1 / MAX: 10.42MIN: 8.2 / MAX: 10.53MIN: 10.75 / MAX: 11.24MIN: 10.99 / MAX: 11.49MIN: 9.8 / MAX: 11.49MIN: 5.56 / MAX: 5.78MIN: 4.08 / MAX: 4.61MIN: 6.37 / MAX: 7.14MIN: 3.64 / MAX: 3.7MIN: 2.3 / MAX: 2.36MIN: 2.98 / MAX: 3.05MIN: 9.71 / MAX: 12.2MIN: 6.13 / MAX: 6.29MIN: 3.66 / MAX: 3.73MIN: 6.45 / MAX: 7.25

OpenBenchmarking.orgFPS, More Is BetterOSPray 1.8.5Demo: XFrog Forest - Renderer: Path TracerXeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CLEPYC 2 7R322 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CLXeon W-3275M2 x Xeon Silver 42162 x Xeon Gold 6226RXeon Gold 6226RXeon Silver 4216Xeon Gold 52182 x Xeon Platinum 8280Xeon Platinum 8280Xeon Gold 5220R2 x Xeon Gold 5220R246810SE +/- 0.00, N = 6SE +/- 0.01, N = 6SE +/- 0.00, N = 12SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 7SE +/- 0.00, N = 5SE +/- 0.00, N = 12SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 12SE +/- 0.00, N = 4SE +/- 0.00, N = 6SE +/- 0.00, N = 122.965.715.715.856.246.253.172.553.882.021.311.686.673.462.063.98MIN: 2.92 / MAX: 2.99MIN: 5.59 / MAX: 5.75MIN: 5.08 / MAX: 5.78MIN: 5.65 / MAX: 5.99MIN: 6.1 / MAX: 6.29MIN: 5.68 / MAX: 6.29MIN: 3.09 / MAX: 3.19MIN: 2.28 / MAX: 2.57MIN: 3.57 / MAX: 3.92MIN: 2 / MAX: 2.04MIN: 1.3 / MAX: 1.32MIN: 1.67MIN: 5.85 / MAX: 6.76MIN: 3.41 / MAX: 3.47MIN: 2.04 / MAX: 2.07MIN: 3.64 / MAX: 4.02

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: Convolution Batch conv_3d - Data Type: bf16bf16bf16Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CLXeon W-3275M2 x Xeon Silver 42162 x Xeon Gold 6226RXeon Gold 6226RXeon Silver 4216Xeon Gold 52182 x Xeon Platinum 8280Xeon Platinum 8280Xeon Gold 5220R2 x Xeon Gold 5220R918273645SE +/- 0.00403, N = 3SE +/- 0.00811, N = 3SE +/- 0.00172, N = 3SE +/- 0.00469, N = 3SE +/- 0.00882, N = 3SE +/- 0.24390, N = 4SE +/- 0.00466, N = 3SE +/- 0.00770, N = 3SE +/- 0.00584, N = 3SE +/- 0.00904, N = 3SE +/- 0.00339, N = 3SE +/- 0.00328, N = 3SE +/- 0.00390, N = 3SE +/- 0.01559, N = 3SE +/- 0.00301, N = 317.321709.187519.206658.647078.7123416.5906020.5163011.6076022.4243040.0192039.998507.9291214.0780029.9173015.21770MIN: 17.21MIN: 9.03MIN: 9.04MIN: 8.43MIN: 8.5MIN: 14.98MIN: 20.35MIN: 11.46MIN: 22.32MIN: 39.9MIN: 39.89MIN: 13.95MIN: 29.42MIN: 15.051. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl

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: NASA Streamlines - Renderer: SciVisXeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CLEPYC 2 7R322 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CLXeon W-3275M2 x Xeon Silver 42162 x Xeon Gold 6226RXeon Gold 6226RXeon Silver 4216Xeon Gold 52182 x Xeon Platinum 8280Xeon Platinum 8280Xeon Gold 5220R2 x Xeon Gold 5220R20406080100SE +/- 0.00, N = 12SE +/- 0.00, N = 12SE +/- 0.00, N = 12SE +/- 0.00, N = 12SE +/- 0.00, N = 12SE +/- 0.71, N = 9SE +/- 0.00, N = 3SE +/- 0.00, N = 12SE +/- 0.00, N = 15SE +/- 0.00, N = 12SE +/- 0.00, N = 12SE +/- 0.00, N = 12SE +/- 0.00, N = 13SE +/- 0.00, N = 12SE +/- 0.00, N = 1543.4876.9276.9276.9283.3382.6245.4534.4855.5629.4118.1823.2690.9150.0028.5755.56MIN: 37.04MIN: 71.43 / MAX: 83.33MIN: 27.78 / MAX: 83.33MIN: 71.43 / MAX: 83.33MIN: 71.43 / MAX: 90.91MIN: 26.32 / MAX: 90.91MIN: 43.48 / MAX: 47.62MIN: 18.87 / MAX: 35.71MIN: 19.23MIN: 26.32MIN: 17.86 / MAX: 18.52MIN: 22.73 / MAX: 23.81MIN: 29.41MIN: 43.48MIN: 26.32 / MAX: 29.41MIN: 24.39

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: Deconvolution Batch deconv_3d - Data Type: bf16bf16bf16Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CLXeon W-3275M2 x Xeon Silver 42162 x Xeon Gold 6226RXeon Gold 6226RXeon Silver 4216Xeon Gold 52182 x Xeon Platinum 8280Xeon Platinum 8280Xeon Gold 5220R2 x Xeon Gold 5220R510152025SE +/- 0.00210, N = 3SE +/- 0.00526, N = 3SE +/- 0.00712, N = 3SE +/- 0.00222, N = 3SE +/- 0.01549, N = 3SE +/- 0.03985, N = 3SE +/- 0.00821, N = 3SE +/- 0.00159, N = 3SE +/- 0.00297, N = 3SE +/- 0.02388, N = 3SE +/- 0.05476, N = 3SE +/- 0.00369, N = 3SE +/- 0.00251, N = 3SE +/- 0.00134, N = 3SE +/- 0.01392, N = 39.371074.856894.871944.360024.379528.4627310.937906.2964712.3271021.4755021.429004.358177.6960516.825309.42591MIN: 9.33MIN: 4.82MIN: 4.83MIN: 8.21MIN: 10.86MIN: 6.25MIN: 12.27MIN: 21.24MIN: 21.29MIN: 7.67MIN: 16.72MIN: 9.321. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl

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 Platinum 8259CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CLEPYC 2 7R322 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CLXeon W-3275M2 x Xeon Silver 42162 x Xeon Gold 6226RXeon Gold 6226RXeon Silver 4216Xeon Gold 52182 x Xeon Platinum 8280Xeon Platinum 8280Xeon Gold 5220R2 x Xeon Gold 5220R1530456075SE +/- 0.36, N = 3SE +/- 0.92, N = 4SE +/- 0.00, N = 3SE +/- 0.00, N = 12SE +/- 0.00, N = 12SE +/- 0.54, N = 12SE +/- 0.00, N = 12SE +/- 0.07, N = 12SE +/- 0.60, N = 3SE +/- 0.04, N = 12SE +/- 0.00, N = 12SE +/- 0.00, N = 12SE +/- 0.62, N = 15SE +/- 0.00, N = 12SE +/- 0.00, N = 12SE +/- 0.00, N = 1232.9761.5862.5058.8266.6763.5434.4827.8442.2722.6914.7118.8769.5238.4623.2643.48MIN: 32.26 / MAX: 33.33MIN: 55.56 / MAX: 62.5MIN: 35.71MIN: 52.63 / MAX: 62.5MIN: 55.56MIN: 35.71 / MAX: 66.67MIN: 30.3 / MAX: 35.71MIN: 17.86 / MAX: 28.57MIN: 28.57 / MAX: 43.48MIN: 21.74 / MAX: 22.73MIN: 14.29 / MAX: 14.93MIN: 18.52 / MAX: 19.23MIN: 37.04 / MAX: 71.43MIN: 37.04MIN: 21.74 / MAX: 23.81MIN: 28.57 / MAX: 45.45

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 ISPC - Model: CrownXeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CLEPYC 2 7R322 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CLXeon W-3275M2 x Xeon Silver 42162 x Xeon Gold 6226RXeon Gold 6226RXeon Silver 4216Xeon Gold 52182 x Xeon Platinum 8280Xeon Platinum 8280Xeon Gold 5220R2 x Xeon Gold 5220R1224364860SE +/- 0.02, N = 3SE +/- 0.05, N = 3SE +/- 0.38, N = 3SE +/- 0.08, N = 3SE +/- 0.03, N = 3SE +/- 0.49, N = 12SE +/- 0.04, N = 3SE +/- 0.01, N = 3SE +/- 0.03, N = 3SE +/- 0.02, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.05, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 324.7346.4246.1845.1949.9649.0526.4021.7531.7316.8111.3814.4253.2328.7717.6633.45MIN: 24.4 / MAX: 25.05MIN: 45.24 / MAX: 47.89MIN: 42.99 / MAX: 47.93MIN: 44.15 / MAX: 46.52MIN: 48.68 / MAX: 51.86MIN: 37.93 / MAX: 51.79MIN: 25.71 / MAX: 26.95MIN: 21.43 / MAX: 22.13MIN: 31.27 / MAX: 32.36MIN: 16.67 / MAX: 17MIN: 11.32 / MAX: 11.49MIN: 14.3 / MAX: 14.63MIN: 51.36 / MAX: 55.83MIN: 28.26 / MAX: 29.24MIN: 17.5 / MAX: 17.85MIN: 32.87 / MAX: 34.13

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: Path TracerXeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CLEPYC 2 7R322 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CLXeon W-3275M2 x Xeon Silver 42162 x Xeon Gold 6226RXeon Gold 6226RXeon Silver 4216Xeon Gold 52182 x Xeon Platinum 8280Xeon Platinum 8280Xeon Gold 5220R2 x Xeon Gold 5220R246810SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 4SE +/- 0.00, N = 12SE +/- 0.00, N = 12SE +/- 0.00, N = 4SE +/- 0.00, N = 8SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 6SE +/- 0.01, N = 5SE +/- 0.00, N = 3SE +/- 0.00, N = 4SE +/- 0.00, N = 73.005.545.584.735.875.823.252.633.712.021.401.756.533.522.143.95MIN: 2.99 / MAX: 3.01MIN: 5.49 / MAX: 5.59MIN: 4.61 / MAX: 5.62MIN: 4.69 / MAX: 4.78MIN: 5.75 / MAX: 5.92MIN: 4.69 / MAX: 5.88MIN: 3.16 / MAX: 3.28MIN: 2.35 / MAX: 2.64MIN: 2.99 / MAX: 3.73MAX: 2.03MAX: 1.41MIN: 1.74 / MAX: 1.76MIN: 5.18 / MAX: 6.58MIN: 3.48 / MAX: 3.53MIN: 2.13 / MAX: 2.15MIN: 3.41 / MAX: 3.98

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 Platinum 8259CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CLEPYC 2 7R322 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CLXeon W-3275M2 x Xeon Silver 42162 x Xeon Gold 6226RXeon Gold 6226RXeon Silver 4216Xeon Gold 52182 x Xeon Platinum 8280Xeon Platinum 8280Xeon Gold 5220R2 x Xeon Gold 5220R714212835SE +/- 0.03425, N = 3SE +/- 0.00225, N = 3SE +/- 0.12742, N = 3SE +/- 0.00395, N = 3SE +/- 0.06827, N = 7SE +/- 0.60187, N = 9SE +/- 0.15186, N = 3SE +/- 0.00847, N = 3SE +/- 0.12533, N = 3SE +/- 0.02780, N = 3SE +/- 0.03282, N = 3SE +/- 0.01417, N = 3SE +/- 0.24605, N = 3SE +/- 0.04073, N = 3SE +/- 0.08231, N = 3SE +/- 0.15366, N = 313.6425016.5171027.1060017.060806.329718.4140514.1623023.1574026.5910013.9581011.8883013.0138028.8542014.9097013.3529025.630301. (CXX) g++ options: -O3 -ffast-math -ftree-vectorize -pthread -lmpi_cxx -lmpi

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 ISPC - Model: Asian DragonXeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CLEPYC 2 7R322 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CLXeon W-3275M2 x Xeon Silver 42162 x Xeon Gold 6226RXeon Gold 6226RXeon Silver 4216Xeon Gold 52182 x Xeon Platinum 8280Xeon Platinum 8280Xeon Gold 5220R2 x Xeon Gold 5220R1530456075SE +/- 0.03, N = 3SE +/- 0.12, N = 3SE +/- 0.06, N = 3SE +/- 0.03, N = 3SE +/- 0.02, N = 3SE +/- 0.53, N = 4SE +/- 0.08, N = 3SE +/- 0.02, N = 3SE +/- 0.07, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.03, N = 3SE +/- 0.06, N = 3SE +/- 0.02, N = 3SE +/- 0.02, N = 332.9159.0559.0652.3551.8738.7735.1528.9740.4322.4615.5919.4368.4238.3123.6043.10MIN: 32.68 / MAX: 33.18MIN: 57.78 / MAX: 60.29MIN: 57.51 / MAX: 60.42MIN: 51.67 / MAX: 53.48MIN: 50.96 / MAX: 54.15MIN: 35.85 / MAX: 45.98MIN: 33.95 / MAX: 35.72MIN: 28.72 / MAX: 29.29MIN: 40.04 / MAX: 41.18MIN: 22.38 / MAX: 22.62MIN: 15.54 / MAX: 15.7MIN: 19.37 / MAX: 19.6MIN: 66.22 / MAX: 70.39MIN: 37.87 / MAX: 38.72MIN: 23.45 / MAX: 23.8MIN: 42.68 / MAX: 43.7

OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 3.6.1Binary: Pathtracer ISPC - Model: Asian Dragon ObjXeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CLEPYC 2 7R322 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CLXeon W-3275M2 x Xeon Silver 42162 x Xeon Gold 6226RXeon Gold 6226RXeon Silver 4216Xeon Gold 52182 x Xeon Platinum 8280Xeon Platinum 8280Xeon Gold 5220R2 x Xeon Gold 5220R1326395265SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.03, N = 3SE +/- 0.01, N = 3SE +/- 0.63, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.05, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.04, N = 328.2950.8650.9845.4344.7236.6730.3525.0734.8019.3213.4916.7758.6933.0520.3437.15MIN: 28.06 / MAX: 28.6MIN: 49.88 / MAX: 52.05MIN: 49.91 / MAX: 52.27MIN: 44.82 / MAX: 46.53MIN: 43.9 / MAX: 46.32MIN: 34.56 / MAX: 39.51MIN: 29.95 / MAX: 30.77MIN: 24.86 / MAX: 25.34MIN: 34.51 / MAX: 35.32MIN: 19.25 / MAX: 19.46MIN: 13.43 / MAX: 13.59MIN: 16.69 / MAX: 16.88MIN: 56.97 / MAX: 60.91MIN: 32.72 / MAX: 33.4MIN: 20.23 / MAX: 20.53MIN: 36.74 / MAX: 37.69

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: Deconvolution Batch deconv_1d - Data Type: f32Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CLEPYC 2 7R322 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CLXeon W-3275M2 x Xeon Silver 42162 x Xeon Gold 6226RXeon Gold 6226RXeon Silver 4216Xeon Gold 52182 x Xeon Platinum 8280Xeon Platinum 8280Xeon Gold 5220R2 x Xeon Gold 5220R1.19492.38983.58474.77965.9745SE +/- 0.00097, N = 3SE +/- 0.00066, N = 3SE +/- 0.00693, N = 3SE +/- 0.01972, N = 3SE +/- 0.00024, N = 3SE +/- 0.00979, N = 3SE +/- 0.01273, N = 3SE +/- 0.00576, N = 3SE +/- 0.00475, N = 3SE +/- 0.00272, N = 3SE +/- 0.01140, N = 3SE +/- 0.00570, N = 3SE +/- 0.00318, N = 3SE +/- 0.00157, N = 3SE +/- 0.00527, N = 3SE +/- 0.00174, N = 31.639281.225891.257952.225401.251161.331091.745153.065901.497242.231265.310873.994881.240291.462323.364322.12680MIN: 1.61MIN: 1.18MIN: 1.2MIN: 2.11MIN: 1.19MIN: 1.26MIN: 1.55MIN: 2.99MIN: 1.43MIN: 2.17MIN: 5.16MIN: 3.95MIN: 1.17MIN: 1.44MIN: 3.3MIN: 2.061. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl

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: Rainbow Colors and PrismXeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CLEPYC 2 7R322 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CLXeon W-3275M2 x Xeon Silver 42162 x Xeon Gold 6226RXeon Gold 6226RXeon Silver 4216Xeon Gold 52182 x Xeon Platinum 8280Xeon Platinum 8280Xeon Gold 5220R2 x Xeon Gold 5220R246810SE +/- 0.00, N = 3SE +/- 0.37, N = 15SE +/- 0.04, N = 3SE +/- 0.06, N = 3SE +/- 0.05, N = 3SE +/- 0.11, N = 15SE +/- 0.03, N = 15SE +/- 0.00, N = 3SE +/- 0.13, N = 15SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.40, N = 15SE +/- 0.04, N = 3SE +/- 0.02, N = 3SE +/- 0.30, N = 123.305.526.408.127.317.093.793.654.322.511.881.887.154.112.484.46MIN: 3.24 / MAX: 3.33MIN: 2.11 / MAX: 6.54MIN: 5.65 / MAX: 6.54MIN: 7.87 / MAX: 8.3MIN: 6.62 / MAX: 7.52MIN: 5.64 / MAX: 7.47MIN: 3.45 / MAX: 3.89MIN: 3.56 / MAX: 3.67MIN: 2.71 / MAX: 4.87MIN: 2.44 / MAX: 2.56MIN: 1.84 / MAX: 1.92MIN: 1.85 / MAX: 1.92MIN: 2.92 / MAX: 8.11MIN: 3.96 / MAX: 4.16MIN: 2.4 / MAX: 2.53MIN: 1.23 / MAX: 4.91

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: Classroom - Compute: CPU-OnlyXeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CLEPYC 2 7R322 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CLXeon W-3275M2 x Xeon Silver 42162 x Xeon Gold 6226RXeon Gold 6226RXeon Silver 4216Xeon Gold 52182 x Xeon Platinum 8280Xeon Platinum 8280Xeon Gold 5220R2 x Xeon Gold 5220R90180270360450SE +/- 0.14, N = 3SE +/- 0.17, N = 3SE +/- 0.06, N = 3SE +/- 0.40, N = 3SE +/- 0.29, N = 3SE +/- 0.11, N = 3SE +/- 0.32, N = 3SE +/- 0.19, N = 3SE +/- 0.52, N = 3SE +/- 0.16, N = 3SE +/- 0.20, N = 3SE +/- 0.29, N = 3SE +/- 0.26, N = 3SE +/- 0.36, N = 3SE +/- 0.39, N = 3SE +/- 0.18, N = 3246.81124.67124.59101.34108.94108.97213.36218.06163.32321.53432.11433.42100.47198.25328.81165.96

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 Platinum 8259CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CLEPYC 2 7R32Xeon W-3275M2 x Xeon Silver 42162 x Xeon Gold 6226RXeon Gold 6226RXeon Silver 4216Xeon Gold 52182 x Xeon Platinum 8280Xeon Platinum 8280Xeon Gold 5220R2 x Xeon Gold 5220R0.34140.68281.02421.36561.707SE +/- 0.00063, N = 3SE +/- 0.00012, N = 3SE +/- 0.00038, N = 3SE +/- 0.00084, N = 3SE +/- 0.00775, N = 15SE +/- 0.00193, N = 3SE +/- 0.00104, N = 3SE +/- 0.00117, N = 3SE +/- 0.00193, N = 3SE +/- 0.00100, N = 3SE +/- 0.00133, N = 3SE +/- 0.00060, N = 3SE +/- 0.00122, N = 3SE +/- 0.00612, N = 30.869250.454220.445510.486140.814340.769820.582371.135861.517211.511680.362260.707091.157450.60333

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 Platinum 8259CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CLEPYC 2 7R322 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CLXeon W-3275M2 x Xeon Silver 42162 x Xeon Gold 6226RXeon Gold 6226RXeon Silver 4216Xeon Gold 52182 x Xeon Platinum 8280Xeon Platinum 8280Xeon Gold 5220R2 x Xeon Gold 5220R246810SE +/- 0.0050, N = 3SE +/- 0.0279, N = 3SE +/- 0.0353, N = 3SE +/- 0.0970, N = 3SE +/- 0.0164, N = 3SE +/- 0.0262, N = 3SE +/- 0.0035, N = 3SE +/- 0.0265, N = 3SE +/- 0.0036, N = 3SE +/- 0.0145, N = 3SE +/- 0.0165, N = 3SE +/- 0.0034, N = 3SE +/- 0.0948, N = 3SE +/- 0.0032, N = 3SE +/- 0.0243, N = 3SE +/- 0.0120, N = 33.04005.86005.88007.28006.75006.73003.53003.43004.51832.35001.77001.74007.19003.79002.32004.4400MIN: 2.93 / MAX: 3.16MIN: 5.7 / MAX: 6.16MIN: 5.75 / MAX: 6.19MIN: 7.01 / MAX: 7.86MIN: 6.62 / MAX: 7.08MIN: 6.54 / MAX: 7.08MIN: 3.46 / MAX: 3.66MIN: 3.33 / MAX: 3.63MIN: 4.4 / MAX: 4.76MIN: 2.24 / MAX: 2.46MIN: 1.68 / MAX: 1.85MIN: 1.67 / MAX: 1.79MIN: 6.83 / MAX: 7.6MIN: 3.65 / MAX: 3.94MIN: 2.2 / MAX: 2.43MIN: 4.34 / MAX: 4.63

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: Deconvolution Batch deconv_1d - Data Type: bf16bf16bf16Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CLXeon W-3275M2 x Xeon Silver 42162 x Xeon Gold 6226RXeon Gold 6226RXeon Silver 4216Xeon Gold 52182 x Xeon Platinum 8280Xeon Platinum 8280Xeon Gold 5220R2 x Xeon Gold 5220R48121620SE +/- 0.02376, N = 3SE +/- 0.00151, N = 3SE +/- 0.00489, N = 3SE +/- 0.00401, N = 3SE +/- 0.01030, N = 3SE +/- 0.03740, N = 3SE +/- 0.01001, N = 3SE +/- 0.00747, N = 3SE +/- 0.00392, N = 3SE +/- 0.00867, N = 3SE +/- 0.00105, N = 3SE +/- 0.00661, N = 3SE +/- 0.00167, N = 3SE +/- 0.04579, N = 3SE +/- 0.00772, N = 37.982924.465234.490393.965103.969067.615958.869135.384029.9036216.5516016.548404.068476.5537413.142807.22975MIN: 7.92MIN: 4.38MIN: 4.4MIN: 3.88MIN: 3.86MIN: 6.95MIN: 8.78MIN: 5.3MIN: 9.85MIN: 16.51MIN: 16.51MIN: 3.93MIN: 6.5MIN: 12.96MIN: 7.131. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl

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: MD5Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CLEPYC 2 7R322 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CLXeon W-3275M2 x Xeon Silver 42162 x Xeon Gold 6226RXeon Gold 6226RXeon Silver 4216Xeon Gold 52182 x Xeon Platinum 8280Xeon Platinum 8280Xeon Gold 5220R2 x Xeon Gold 5220R2M4M6M8M10MSE +/- 9073.77, N = 3SE +/- 11259.56, N = 3SE +/- 41921.89, N = 3SE +/- 30550.50, N = 3SE +/- 39218.76, N = 3SE +/- 5783.12, N = 3SE +/- 14294.52, N = 3SE +/- 4509.25, N = 3SE +/- 17032.65, N = 3SE +/- 11015.14, N = 3SE +/- 1452.97, N = 3SE +/- 8171.77, N = 3SE +/- 67263.16, N = 3SE +/- 14468.36, N = 3SE +/- 6806.86, N = 3SE +/- 9643.65, N = 333840006608333655466739720007350667738833336540003764000497766725830001893333191266778800004090000250600048210001. (CC) gcc options: -m64 -lssl -lcrypto -fopenmp -lgmp -pthread -lm -lz -ldl -lcrypt -lbz2

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: Pabellon Barcelona - Compute: CPU-OnlyXeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CLEPYC 2 7R322 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CLXeon W-3275M2 x Xeon Silver 42162 x Xeon Gold 6226RXeon Gold 6226RXeon Silver 4216Xeon Gold 52182 x Xeon Platinum 8280Xeon Platinum 8280Xeon Gold 5220R2 x Xeon Gold 5220R120240360480600SE +/- 0.07, N = 3SE +/- 0.13, N = 3SE +/- 0.05, N = 3SE +/- 0.51, N = 3SE +/- 0.11, N = 3SE +/- 0.15, N = 3SE +/- 0.73, N = 3SE +/- 0.50, N = 3SE +/- 0.09, N = 3SE +/- 0.22, N = 3SE +/- 0.46, N = 3SE +/- 0.31, N = 3SE +/- 0.26, N = 3SE +/- 0.05, N = 3SE +/- 0.03, N = 3SE +/- 0.10, N = 3305.20157.99158.13132.04139.00139.11265.41272.72207.41400.96531.39531.98129.01246.31404.78208.30

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 Platinum 8259CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CLEPYC 2 7R322 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CLXeon W-3275M2 x Xeon Silver 42162 x Xeon Gold 6226RXeon Gold 6226RXeon Silver 4216Xeon Gold 52182 x Xeon Platinum 8280Xeon Platinum 8280Xeon Gold 5220R2 x Xeon Gold 5220R20K40K60K80K100KSE +/- 8.37, N = 3SE +/- 24.01, N = 3SE +/- 107.83, N = 3SE +/- 203.51, N = 3SE +/- 78.50, N = 3SE +/- 465.66, N = 3SE +/- 149.28, N = 3SE +/- 91.33, N = 3SE +/- 111.31, N = 3SE +/- 60.93, N = 3SE +/- 24.29, N = 3SE +/- 6.03, N = 3SE +/- 700.53, N = 3SE +/- 99.39, N = 3SE +/- 77.98, N = 3SE +/- 12.50, N = 3355997095570888664757832777771403264102153485271262042421403840844286425547513241. (CC) gcc options: -m64 -lssl -lcrypto -fopenmp -lgmp -pthread -lm -lz -ldl -lcrypt -lbz2

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: Convolution Batch conv_3d - Data Type: u8s8f32Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CLEPYC 2 7R322 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CLXeon W-3275M2 x Xeon Silver 42162 x Xeon Gold 6226RXeon Gold 6226RXeon Silver 4216Xeon Gold 52182 x Xeon Platinum 8280Xeon Platinum 8280Xeon Gold 5220R2 x Xeon Gold 5220R3K6K9K12K15KSE +/- 5.52, N = 3SE +/- 11.90, N = 3SE +/- 7.22, N = 3SE +/- 25.92, N = 3SE +/- 0.59, N = 3SE +/- 4.78, N = 3SE +/- 41.02, N = 3SE +/- 109.20, N = 3SE +/- 10.40, N = 3SE +/- 9.11, N = 3SE +/- 13.03, N = 3SE +/- 2.59, N = 3SE +/- 7.97, N = 3SE +/- 11.11, N = 3SE +/- 11.33, N = 3SE +/- 3.52, N = 37095.623548.603551.383076.763252.483250.896183.116329.944821.249374.6012300.3011821.303005.485919.949696.924896.41MIN: 7085.95MIN: 3529.41MIN: 3527.13MIN: 3011.81MIN: 3175.14MIN: 3176.52MIN: 5934.01MIN: 6190.58MIN: 4760.44MIN: 9350.22MIN: 12254MIN: 11811.3MIN: 2934.55MIN: 5895.99MIN: 9656.48MIN: 4854.071. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl

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 Platinum 8259CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CLEPYC 2 7R322 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CLXeon W-3275M2 x Xeon Silver 42162 x Xeon Gold 6226RXeon Gold 6226RXeon Silver 4216Xeon Gold 52182 x Xeon Platinum 8280Xeon Platinum 8280Xeon Gold 5220R2 x Xeon Gold 5220R8M16M24M32M40MSE +/- 30074.61, N = 3SE +/- 105849.64, N = 3SE +/- 80057.86, N = 3SE +/- 40509.97, N = 3SE +/- 131246.22, N = 3SE +/- 12198.08, N = 3SE +/- 59477.15, N = 3SE +/- 20273.79, N = 3SE +/- 41319.75, N = 3SE +/- 19484.28, N = 3SE +/- 7036.00, N = 3SE +/- 10529.89, N = 3SE +/- 66348.18, N = 3SE +/- 33688.94, N = 3SE +/- 20987.71, N = 3SE +/- 12631.77, N = 316759832.2632444647.4331988149.2520348261.0335888907.9935954425.3620246604.6217176230.5420467429.5210620968.618923779.559066471.0431821690.5516653864.7710276849.5219650424.33MIN: 4962 / MAX: 43240261MIN: 5770 / MAX: 85492119MIN: 9163 / MAX: 84595469MIN: 6272 / MAX: 47546902MIN: 2551 / MAX: 94279351MIN: 2889 / MAX: 93907202MIN: 5167 / MAX: 52108336MIN: 7391 / MAX: 46585428MIN: 7824 / MAX: 55096192MIN: 9950 / MAX: 90956260MIN: 5455 / MAX: 45833330MIN: 8143 / MAX: 563625841. (CXX) g++ options: -O0 -pedantic -fopenmp -pthread -lmpi_cxx -lmpi

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: Deconvolution Batch deconv_1d - Data Type: u8s8f32Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CLEPYC 2 7R322 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CLXeon W-3275M2 x Xeon Silver 42162 x Xeon Gold 6226RXeon Gold 6226RXeon Silver 4216Xeon Gold 52182 x Xeon Platinum 8280Xeon Platinum 8280Xeon Gold 5220R2 x Xeon Gold 5220R2004006008001000SE +/- 0.000985, N = 3SE +/- 0.001016, N = 3SE +/- 0.000864, N = 3SE +/- 4.136428, N = 3SE +/- 0.001652, N = 3SE +/- 0.001152, N = 3SE +/- 0.001267, N = 3SE +/- 0.003675, N = 3SE +/- 0.001915, N = 3SE +/- 0.000358, N = 3SE +/- 0.001246, N = 3SE +/- 0.001460, N = 3SE +/- 0.006813, N = 3SE +/- 0.000361, N = 3SE +/- 0.001194, N = 3SE +/- 0.002792, N = 30.4156140.3614140.3762221131.1300000.3547140.3553620.4584220.7703000.3690600.5286321.2737500.9767300.3944550.3710360.8437090.560890MIN: 1118.791. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl

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: EP.DXeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CLEPYC 2 7R32Xeon W-3275M2 x Xeon Silver 42162 x Xeon Gold 6226RXeon Gold 6226RXeon Silver 4216Xeon Gold 52182 x Xeon Platinum 8280Xeon Platinum 8280Xeon Gold 5220R2 x Xeon Gold 5220R13002600390052006500SE +/- 38.58, N = 4SE +/- 84.22, N = 3SE +/- 89.39, N = 3SE +/- 5.75, N = 3SE +/- 4.09, N = 3SE +/- 2.84, N = 3SE +/- 124.07, N = 12SE +/- 8.86, N = 3SE +/- 6.21, N = 3SE +/- 4.92, N = 3SE +/- 148.86, N = 12SE +/- 46.76, N = 4SE +/- 6.98, N = 3SE +/- 54.90, N = 42677.645284.345310.163570.463210.523144.703969.602094.531571.491635.786284.653283.381966.613780.591. (F9X) gfortran options: -O3 -march=native -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi2. Xeon Platinum 8259CL: Open MPI 3.1.33. 2 x Xeon Platinum 8259CL NUMA off: Open MPI 3.1.34. 2 x Xeon Platinum 8259CL: Open MPI 3.1.35. EPYC 2 7R32: Open MPI 3.1.36. Xeon W-3275M: Open MPI 3.1.37. 2 x Xeon Silver 4216: Open MPI 4.0.3rc48. 2 x Xeon Gold 6226R: Open MPI 4.0.3rc49. Xeon Gold 6226R: Open MPI 4.0.3rc410. Xeon Silver 4216: Open MPI 4.0.3rc411. Xeon Gold 5218: Open MPI 4.0.3rc412. 2 x Xeon Platinum 8280: Open MPI 4.0.3rc413. Xeon Platinum 8280: Open MPI 4.0.3rc414. Xeon Gold 5220R: Open MPI 4.0.3rc415. 2 x Xeon Gold 5220R: Open MPI 4.0.3rc4

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: Magnetic Reconnection - Renderer: SciVisXeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CLEPYC 2 7R322 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CLXeon W-3275M2 x Xeon Silver 42162 x Xeon Gold 6226RXeon Gold 6226RXeon Silver 4216Xeon Gold 52182 x Xeon Platinum 8280Xeon Platinum 8280Xeon Gold 5220R2 x Xeon Gold 5220R1632486480SE +/- 0.00, N = 12SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 12SE +/- 0.88, N = 3SE +/- 0.27, N = 4SE +/- 0.00, N = 3SE +/- 0.16, N = 4SE +/- 0.08, N = 4SE +/- 0.00, N = 15SE +/- 0.00, N = 12SE +/- 0.60, N = 3SE +/- 0.00, N = 12SE +/- 0.00, N = 1237.0462.5062.5040.0058.8250.8840.0032.5345.4525.4817.9422.2271.4342.8727.0347.62MIN: 33.33MIN: 58.82 / MAX: 66.67MIN: 18.52 / MAX: 66.67MIN: 38.46 / MAX: 41.67MIN: 52.63MIN: 16.95 / MAX: 55.56MIN: 37.04MIN: 14.93 / MAX: 33.33MIN: 20MIN: 24.39 / MAX: 25.64MIN: 16.95 / MAX: 18.18MIN: 21.28MIN: 15.87 / MAX: 76.92MIN: 38.46 / MAX: 43.48MIN: 24.39MIN: 16.67 / MAX: 50

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: EP.CXeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CLEPYC 2 7R32Xeon W-3275M2 x Xeon Silver 42162 x Xeon Gold 6226RXeon Gold 6226RXeon Silver 4216Xeon Gold 52182 x Xeon Platinum 8280Xeon Platinum 8280Xeon Gold 5220R2 x Xeon Gold 5220R13002600390052006500SE +/- 14.22, N = 3SE +/- 34.33, N = 3SE +/- 77.32, N = 3SE +/- 31.12, N = 3SE +/- 40.50, N = 3SE +/- 38.56, N = 4SE +/- 38.41, N = 3SE +/- 34.91, N = 3SE +/- 19.04, N = 5SE +/- 2.61, N = 3SE +/- 88.25, N = 3SE +/- 44.67, N = 3SE +/- 2.92, N = 3SE +/- 32.92, N = 32641.325059.025052.633485.993025.112984.024005.262044.241545.501621.486104.943194.181863.153768.661. (F9X) gfortran options: -O3 -march=native -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi2. Xeon Platinum 8259CL: Open MPI 3.1.33. 2 x Xeon Platinum 8259CL NUMA off: Open MPI 3.1.34. 2 x Xeon Platinum 8259CL: Open MPI 3.1.35. EPYC 2 7R32: Open MPI 3.1.36. Xeon W-3275M: Open MPI 3.1.37. 2 x Xeon Silver 4216: Open MPI 4.0.3rc48. 2 x Xeon Gold 6226R: Open MPI 4.0.3rc49. Xeon Gold 6226R: Open MPI 4.0.3rc410. Xeon Silver 4216: Open MPI 4.0.3rc411. Xeon Gold 5218: Open MPI 4.0.3rc412. 2 x Xeon Platinum 8280: Open MPI 4.0.3rc413. Xeon Platinum 8280: Open MPI 4.0.3rc414. Xeon Gold 5220R: Open MPI 4.0.3rc415. 2 x Xeon Gold 5220R: Open MPI 4.0.3rc4

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: Deconvolution Batch deconv_all - Data Type: bf16bf16bf16Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CLXeon W-3275M2 x Xeon Silver 42162 x Xeon Gold 6226RXeon Gold 6226RXeon Silver 4216Xeon Gold 52182 x Xeon Platinum 8280Xeon Platinum 8280Xeon Gold 5220R2 x Xeon Gold 5220R14002800420056007000SE +/- 0.16, N = 3SE +/- 0.44, N = 3SE +/- 0.13, N = 3SE +/- 3.70, N = 3SE +/- 16.35, N = 3SE +/- 4.61, N = 3SE +/- 3.93, N = 3SE +/- 5.08, N = 3SE +/- 1.02, N = 3SE +/- 0.10, N = 3SE +/- 0.83, N = 3SE +/- 0.87, N = 3SE +/- 5.43, N = 3SE +/- 3.12, N = 3SE +/- 3.03, N = 33368.211904.451904.281705.351730.803293.943600.952169.933966.736721.546721.021779.152935.995695.583152.41MIN: 3365.01MIN: 1899.24MIN: 1898.87MIN: 1696.57MIN: 1701.4MIN: 3137.48MIN: 3588.76MIN: 2158.31MIN: 3962.44MIN: 6717.72MIN: 6716.04MIN: 1772.45MIN: 2926MIN: 5644.95MIN: 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_3d - Data Type: u8s8f32Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CLEPYC 2 7R322 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CLXeon W-3275M2 x Xeon Silver 42162 x Xeon Gold 6226RXeon Gold 6226RXeon Silver 4216Xeon Gold 52182 x Xeon Platinum 8280Xeon Platinum 8280Xeon Gold 5220R2 x Xeon Gold 5220R16003200480064008000SE +/- 0.90, N = 3SE +/- 22.00, N = 3SE +/- 3.00, N = 3SE +/- 3.22, N = 3SE +/- 2.13, N = 3SE +/- 0.43, N = 3SE +/- 48.27, N = 3SE +/- 2.28, N = 3SE +/- 2.41, N = 3SE +/- 5.07, N = 3SE +/- 0.67, N = 3SE +/- 2.58, N = 3SE +/- 5.70, N = 3SE +/- 2.14, N = 3SE +/- 5.71, N = 3SE +/- 3.26, N = 34426.062252.672238.051899.242057.932059.033852.373849.132987.085864.267457.867189.031893.723716.986072.573112.36MIN: 4423.17MIN: 2229.49MIN: 2230.65MIN: 1888.24MIN: 2050.62MIN: 2054.86MIN: 3728.62MIN: 3842.7MIN: 2977.12MIN: 5830.88MIN: 7454.84MIN: 7180.23MIN: 1871.79MIN: 3705.72MIN: 6048.56MIN: 3107.31. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl

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 Platinum 8259CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CLEPYC 2 7R322 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CLXeon W-3275M2 x Xeon Silver 42162 x Xeon Gold 6226RXeon Gold 6226RXeon Silver 4216Xeon Gold 52182 x Xeon Platinum 8280Xeon Platinum 8280Xeon Gold 5220R2 x Xeon Gold 5220R306090120150SE +/- 0.14, N = 3SE +/- 0.05, N = 3SE +/- 0.11, N = 3SE +/- 0.10, N = 3SE +/- 0.08, N = 3SE +/- 0.14, N = 3SE +/- 0.12, N = 3SE +/- 0.15, N = 3SE +/- 0.04, N = 3SE +/- 0.17, N = 3SE +/- 0.29, N = 3SE +/- 0.28, N = 3SE +/- 0.09, N = 3SE +/- 0.09, N = 3SE +/- 0.23, N = 3SE +/- 0.13, N = 386.8948.0047.6341.7641.7241.6874.9678.7259.45111.82149.02149.3938.7969.80113.3060.67

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 Platinum 8259CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CLEPYC 2 7R322 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CLXeon W-3275M2 x Xeon Silver 42162 x Xeon Gold 6226RXeon Gold 6226RXeon Silver 4216Xeon Gold 52182 x Xeon Platinum 8280Xeon Platinum 8280Xeon Gold 5220R2 x Xeon Gold 5220R1122334455SE +/- 0.03, N = 3SE +/- 0.15, N = 3SE +/- 0.17, N = 3SE +/- 0.08, N = 3SE +/- 0.17, N = 3SE +/- 0.12, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.09, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.09, N = 3SE +/- 0.04, N = 3SE +/- 0.02, N = 3SE +/- 0.05, N = 321.3838.1038.1247.6541.3941.7924.5523.2728.9615.9912.4312.3945.6126.2816.0529.52MIN: 21.05 / MAX: 21.63MIN: 37.24 / MAX: 39.22MIN: 37.03 / MAX: 39.42MIN: 46.77 / MAX: 49.17MIN: 40.34 / MAX: 42.73MIN: 40.7 / MAX: 42.99MIN: 24.09 / MAX: 24.98MIN: 23 / MAX: 23.64MIN: 28.49 / MAX: 29.56MIN: 15.9 / MAX: 16.17MIN: 12.35 / MAX: 12.55MIN: 12.32 / MAX: 12.5MIN: 44.2 / MAX: 47.35MIN: 25.64 / MAX: 26.64MIN: 15.89 / MAX: 16.22MIN: 29.05 / MAX: 30.15

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 Platinum 8259CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CLEPYC 2 7R322 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CLXeon W-3275M2 x Xeon Silver 42162 x Xeon Gold 6226RXeon Gold 6226RXeon Silver 4216Xeon Gold 52182 x Xeon Platinum 8280Xeon Platinum 8280Xeon Gold 5220R2 x Xeon Gold 5220R30M60M90M120M150MSE +/- 114508.53, N = 3SE +/- 102308.18, N = 3SE +/- 336693.20, N = 3SE +/- 1223161.47, N = 3SE +/- 996126.46, N = 3SE +/- 734636.23, N = 3SE +/- 709349.35, N = 3SE +/- 553774.93, N = 3SE +/- 956232.23, N = 3SE +/- 324752.06, N = 3SE +/- 406404.40, N = 3SE +/- 188043.56, N = 3SE +/- 902995.35, N = 3SE +/- 829358.84, N = 3SE +/- 184471.68, N = 3SE +/- 316618.77, N = 3544371171041066761035138531167650281084125141098743076117065160569696752037293977629231174576324243321197157956289131238167326742358291. (CXX) g++ options: -m64 -lpthread -fno-exceptions -std=c++11 -pedantic -O3 -msse -msse3 -mpopcnt -flto

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 Platinum 8259CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CLEPYC 2 7R322 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CLXeon W-3275M2 x Xeon Silver 42162 x Xeon Gold 6226RXeon Gold 6226RXeon Silver 4216Xeon Gold 52182 x Xeon Platinum 8280Xeon Platinum 8280Xeon Gold 5220R2 x Xeon Gold 5220R30M60M90M120M150MSE +/- 95127.60, N = 3SE +/- 1538634.72, N = 3SE +/- 1707658.59, N = 3SE +/- 617926.69, N = 3SE +/- 669620.24, N = 3SE +/- 1547569.18, N = 3SE +/- 845752.34, N = 4SE +/- 49212.27, N = 3SE +/- 983078.22, N = 3SE +/- 606619.65, N = 3SE +/- 274506.10, N = 3SE +/- 274137.19, N = 3SE +/- 491864.96, N = 3SE +/- 450047.19, N = 3SE +/- 375245.33, N = 3SE +/- 107032.55, N = 359350794105070606119912357113278977103033955119549901662256416689581083894514446149253508549636561817133839896687620754321793985501851

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 Platinum 8259CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CLEPYC 2 7R322 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CLXeon W-3275M2 x Xeon Silver 42162 x Xeon Gold 6226RXeon Gold 6226RXeon Silver 4216Xeon Gold 52182 x Xeon Platinum 8280Xeon Platinum 8280Xeon Gold 5220R2 x Xeon Gold 5220R14K28K42K56K70KSE +/- 88.49, N = 3SE +/- 48.95, N = 3SE +/- 332.60, N = 3SE +/- 183.86, N = 3SE +/- 399.24, N = 3SE +/- 223.71, N = 3SE +/- 401.71, N = 3SE +/- 223.28, N = 3SE +/- 369.19, N = 3SE +/- 58.00, N = 3SE +/- 34.43, N = 3SE +/- 69.72, N = 3SE +/- 474.70, N = 3SE +/- 306.00, N = 3SE +/- 50.25, N = 3SE +/- 178.87, N = 329061530515180362897585255832633014275923474922074171051698164331347102188640270

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: Asian DragonXeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CLEPYC 2 7R322 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CLXeon W-3275M2 x Xeon Silver 42162 x Xeon Gold 6226RXeon Gold 6226RXeon Silver 4216Xeon Gold 52182 x Xeon Platinum 8280Xeon Platinum 8280Xeon Gold 5220R2 x Xeon Gold 5220R1326395265SE +/- 0.05, N = 3SE +/- 0.08, N = 3SE +/- 0.38, N = 3SE +/- 0.06, N = 3SE +/- 0.19, N = 3SE +/- 0.32, N = 3SE +/- 0.05, N = 3SE +/- 0.05, N = 3SE +/- 0.03, N = 3SE +/- 0.01, N = 3SE +/- 0.03, N = 3SE +/- 0.01, N = 3SE +/- 0.16, N = 3SE +/- 0.04, N = 3SE +/- 0.04, N = 3SE +/- 0.05, N = 326.0646.9146.7952.9545.7740.0830.1128.2034.6919.3515.2815.3157.4932.2519.6135.88MIN: 25.85 / MAX: 26.28MIN: 46.17 / MAX: 47.87MIN: 44.43 / MAX: 47.97MIN: 52.3 / MAX: 53.84MIN: 44.89 / MAX: 47.26MIN: 37.64 / MAX: 43.58MIN: 29.8 / MAX: 30.54MIN: 27.97 / MAX: 28.53MIN: 34.44 / MAX: 35.19MIN: 19.28 / MAX: 19.48MIN: 15.18 / MAX: 15.39MIN: 15.25 / MAX: 15.4MIN: 55.98 / MAX: 58.87MIN: 32 / MAX: 32.54MIN: 19.5 / MAX: 19.79MIN: 35.51 / MAX: 36.33

OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 3.6.1Binary: Pathtracer - Model: Asian Dragon ObjXeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CLEPYC 2 7R322 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CLXeon W-3275M2 x Xeon Silver 42162 x Xeon Gold 6226RXeon Gold 6226RXeon Silver 4216Xeon Gold 52182 x Xeon Platinum 8280Xeon Platinum 8280Xeon Gold 5220R2 x Xeon Gold 5220R1224364860SE +/- 0.02, N = 3SE +/- 0.05, N = 3SE +/- 0.04, N = 3SE +/- 0.03, N = 3SE +/- 0.09, N = 3SE +/- 0.34, N = 3SE +/- 0.01, N = 3SE +/- 0.05, N = 3SE +/- 0.01, N = 3SE +/- 0.03, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.11, N = 3SE +/- 0.06, N = 3SE +/- 0.03, N = 3SE +/- 0.05, N = 323.7242.4942.7647.5840.8535.6727.2025.5031.3117.4213.8813.8551.7929.2117.8032.33MIN: 23.57 / MAX: 23.92MIN: 41.76 / MAX: 43.28MIN: 42.06 / MAX: 43.59MIN: 46.92 / MAX: 48.74MIN: 40.1 / MAX: 42.54MIN: 34.25 / MAX: 38.16MIN: 26.82 / MAX: 27.54MIN: 25.3 / MAX: 25.83MIN: 31.07 / MAX: 31.76MIN: 17.34 / MAX: 17.59MIN: 13.82 / MAX: 13.97MIN: 13.79 / MAX: 13.97MIN: 50.62 / MAX: 53.17MIN: 28.89 / MAX: 29.61MIN: 17.67 / MAX: 17.93MIN: 31.97 / MAX: 32.83

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: Fishy Cat - Compute: CPU-OnlyXeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CLEPYC 2 7R322 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CLXeon W-3275M2 x Xeon Silver 42162 x Xeon Gold 6226RXeon Gold 6226RXeon Silver 4216Xeon Gold 52182 x Xeon Platinum 8280Xeon Platinum 8280Xeon Gold 5220R2 x Xeon Gold 5220R50100150200250SE +/- 0.08, N = 3SE +/- 0.14, N = 3SE +/- 0.11, N = 3SE +/- 0.05, N = 3SE +/- 0.13, N = 3SE +/- 0.05, N = 3SE +/- 0.05, N = 3SE +/- 0.19, N = 3SE +/- 0.20, N = 3SE +/- 0.05, N = 3SE +/- 0.07, N = 3SE +/- 0.05, N = 3SE +/- 0.03, N = 3SE +/- 0.16, N = 3SE +/- 0.11, N = 3SE +/- 0.06, N = 3134.2279.2279.0065.6770.0469.93118.09125.3596.41173.95229.71229.2866.39110.67175.9598.24

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: bf16bf16bf16Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CLXeon W-3275M2 x Xeon Silver 42162 x Xeon Gold 6226RXeon Gold 6226RXeon Silver 4216Xeon Gold 52182 x Xeon Platinum 8280Xeon Platinum 8280Xeon Gold 5220R2 x Xeon Gold 5220R3691215SE +/- 0.00262, N = 3SE +/- 0.00913, N = 3SE +/- 0.00431, N = 3SE +/- 0.00386, N = 3SE +/- 0.00988, N = 3SE +/- 0.02664, N = 3SE +/- 0.01534, N = 3SE +/- 0.00482, N = 3SE +/- 0.00265, N = 3SE +/- 0.02765, N = 3SE +/- 0.00212, N = 3SE +/- 0.01183, N = 3SE +/- 0.00377, N = 3SE +/- 0.02077, N = 3SE +/- 0.02081, N = 35.699004.464404.489184.060414.103695.563045.565003.212815.7143910.901408.827103.659644.831708.685905.72791MIN: 5.57MIN: 4.28MIN: 4.31MIN: 3.85MIN: 3.91MIN: 5.04MIN: 5.18MIN: 2.99MIN: 5.6MIN: 10.12MIN: 8.65MIN: 3.47MIN: 4.76MIN: 8.38MIN: 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: f32Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CLEPYC 2 7R322 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CLXeon W-3275M2 x Xeon Silver 42162 x Xeon Gold 6226RXeon Gold 6226RXeon Silver 4216Xeon Gold 52182 x Xeon Platinum 8280Xeon Platinum 8280Xeon Gold 5220R2 x Xeon Gold 5220R1.16252.3253.48754.655.8125SE +/- 0.00893, N = 3SE +/- 0.01953, N = 3SE +/- 0.01483, N = 15SE +/- 0.00673, N = 3SE +/- 0.00571, N = 3SE +/- 0.02693, N = 15SE +/- 0.00575, N = 3SE +/- 0.01245, N = 3SE +/- 0.01296, N = 3SE +/- 0.00644, N = 3SE +/- 0.01398, N = 3SE +/- 0.02145, N = 3SE +/- 0.01437, N = 15SE +/- 0.01072, N = 3SE +/- 0.01148, N = 3SE +/- 0.02205, N = 152.699771.537291.576871.675601.635991.959922.867152.666992.189754.413665.166584.756961.639862.394514.499852.23009MIN: 2.46MIN: 1.39MIN: 1.29MIN: 1.59MIN: 1.41MIN: 1.37MIN: 2.53MIN: 2.31MIN: 1.86MIN: 3.68MIN: 4.71MIN: 4.33MIN: 1.39MIN: 2.28MIN: 4.19MIN: 1.821. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl

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: SP.BXeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CLEPYC 2 7R32Xeon W-3275M2 x Xeon Silver 42162 x Xeon Gold 6226RXeon Gold 6226RXeon Silver 4216Xeon Gold 52182 x Xeon Platinum 8280Xeon Platinum 8280Xeon Gold 5220R2 x Xeon Gold 5220R15K30K45K60K75KSE +/- 28.87, N = 3SE +/- 42.29, N = 3SE +/- 77.17, N = 3SE +/- 520.84, N = 15SE +/- 146.25, N = 3SE +/- 157.62, N = 3SE +/- 190.70, N = 3SE +/- 23.98, N = 3SE +/- 57.24, N = 3SE +/- 13.76, N = 3SE +/- 115.61, N = 3SE +/- 151.80, N = 3SE +/- 54.67, N = 3SE +/- 31.12, N = 324288.3438493.5753978.9051225.1831426.5342220.9449232.2423859.7921149.6822329.3470893.4132682.1423346.5650932.881. (F9X) gfortran options: -O3 -march=native -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi2. Xeon Platinum 8259CL: Open MPI 3.1.33. 2 x Xeon Platinum 8259CL NUMA off: Open MPI 3.1.34. 2 x Xeon Platinum 8259CL: Open MPI 3.1.35. EPYC 2 7R32: Open MPI 3.1.36. Xeon W-3275M: Open MPI 3.1.37. 2 x Xeon Silver 4216: Open MPI 4.0.3rc48. 2 x Xeon Gold 6226R: Open MPI 4.0.3rc49. Xeon Gold 6226R: Open MPI 4.0.3rc410. Xeon Silver 4216: Open MPI 4.0.3rc411. Xeon Gold 5218: Open MPI 4.0.3rc412. 2 x Xeon Platinum 8280: Open MPI 4.0.3rc413. Xeon Platinum 8280: Open MPI 4.0.3rc414. Xeon Gold 5220R: Open MPI 4.0.3rc415. 2 x Xeon Gold 5220R: Open MPI 4.0.3rc4

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: Barbershop - Compute: CPU-OnlyXeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CLEPYC 2 7R322 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CLXeon W-3275M2 x Xeon Silver 42162 x Xeon Gold 6226RXeon Gold 6226RXeon Silver 4216Xeon Gold 52182 x Xeon Platinum 8280Xeon Platinum 8280Xeon Gold 5220R2 x Xeon Gold 5220R130260390520650SE +/- 0.10, N = 3SE +/- 0.10, N = 3SE +/- 0.16, N = 3SE +/- 0.49, N = 3SE +/- 0.12, N = 3SE +/- 0.15, N = 3SE +/- 0.22, N = 3SE +/- 0.10, N = 3SE +/- 0.25, N = 3SE +/- 0.44, N = 3SE +/- 0.17, N = 3SE +/- 0.20, N = 3SE +/- 0.40, N = 3SE +/- 0.20, N = 3SE +/- 0.20, N = 3SE +/- 0.30, N = 3350.47211.37211.33177.79190.01189.55304.79333.40257.01453.22593.13589.07187.33287.80456.47260.56

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 Platinum 8259CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CLEPYC 2 7R322 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CLXeon W-3275M2 x Xeon Silver 42162 x Xeon Gold 6226RXeon Gold 6226RXeon Silver 4216Xeon Gold 52182 x Xeon Platinum 8280Xeon Platinum 8280Xeon Gold 5220R2 x Xeon Gold 5220R612182430SE +/- 0.083, N = 3SE +/- 0.324, N = 3SE +/- 0.332, N = 3SE +/- 0.372, N = 15SE +/- 0.178, N = 3SE +/- 0.155, N = 3SE +/- 0.127, N = 15SE +/- 0.014, N = 3SE +/- 0.055, N = 3SE +/- 0.024, N = 3SE +/- 0.021, N = 3SE +/- 0.006, N = 3SE +/- 0.251, N = 14SE +/- 0.192, N = 3SE +/- 0.018, N = 3SE +/- 0.046, N = 313.04021.88722.53520.82120.98422.30114.56214.16118.15010.3257.8108.15824.78815.3149.53517.378-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

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: Disney MaterialXeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CLEPYC 2 7R322 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CLXeon W-3275M2 x Xeon Silver 42162 x Xeon Gold 6226RXeon Gold 6226RXeon Silver 4216Xeon Gold 52182 x Xeon Platinum 8280Xeon Platinum 8280Xeon Gold 5220R2 x Xeon Gold 5220R4080120160200120.1773.2273.5862.4368.2068.61106.64107.5084.84155.23194.40182.5668.62103.83158.7788.86

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: Deconvolution Batch deconv_all - Data Type: f32Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CLEPYC 2 7R322 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CLXeon W-3275M2 x Xeon Silver 42162 x Xeon Gold 6226RXeon Gold 6226RXeon Silver 4216Xeon Gold 52182 x Xeon Platinum 8280Xeon Platinum 8280Xeon Gold 5220R2 x Xeon Gold 5220R5001000150020002500SE +/- 0.97, N = 3SE +/- 0.88, N = 3SE +/- 0.85, N = 3SE +/- 1.29, N = 3SE +/- 0.18, N = 3SE +/- 2.10, N = 3SE +/- 16.26, N = 5SE +/- 0.28, N = 3SE +/- 0.89, N = 3SE +/- 0.49, N = 3SE +/- 7.40, N = 3SE +/- 0.44, N = 3SE +/- 0.39, N = 3SE +/- 0.33, N = 3SE +/- 0.74, N = 3SE +/- 1.51, N = 31029.24743.70739.161485.47910.14981.061292.621364.26711.39983.912201.041699.69881.781113.541920.741278.25MIN: 1023.45MIN: 737.27MIN: 731.99MIN: 1462.15MIN: 903.49MIN: 965.05MIN: 1177.9MIN: 1356.18MIN: 703.37MIN: 975.96MIN: 2184.66MIN: 1694.75MIN: 874.01MIN: 1108.65MIN: 1902.55MIN: 1270.581. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl

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 Platinum 8259CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CLEPYC 2 7R322 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CLXeon W-3275M2 x Xeon Silver 42162 x Xeon Gold 6226RXeon Gold 6226RXeon Silver 4216Xeon Gold 52182 x Xeon Platinum 8280Xeon Platinum 8280Xeon Gold 5220R2 x Xeon Gold 5220R612182430SE +/- 0.03318, N = 3SE +/- 0.05235, N = 3SE +/- 0.05659, N = 3SE +/- 0.05445, N = 3SE +/- 0.03939, N = 3SE +/- 0.03608, N = 3SE +/- 0.05256, N = 3SE +/- 0.06619, N = 3SE +/- 0.05690, N = 3SE +/- 0.06005, N = 3SE +/- 0.12220, N = 3SE +/- 0.02235, N = 3SE +/- 0.11249, N = 3SE +/- 0.03914, N = 3SE +/- 0.03525, N = 3SE +/- 0.03810, N = 314.804609.090739.262177.674558.193378.2906712.7104013.6031010.6653018.6129023.6129022.486607.8270612.6863018.9840011.07260-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 -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-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

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: UASTC Level 3Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CLEPYC 2 7R322 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CLXeon W-3275M2 x Xeon Silver 42162 x Xeon Gold 6226RXeon Gold 6226RXeon Silver 4216Xeon Gold 52182 x Xeon Platinum 8280Xeon Platinum 8280Xeon Gold 5220R2 x Xeon Gold 5220R1326395265SE +/- 0.02, N = 3SE +/- 0.02, N = 3SE +/- 0.08, N = 3SE +/- 0.06, N = 3SE +/- 0.00, N = 3SE +/- 0.18, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.05, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.03, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 335.9823.1523.0919.1920.9921.0630.6334.6327.2344.9458.2555.2119.8930.6946.7127.981. (CXX) g++ options: -std=c++11 -fvisibility=hidden -fPIC -fno-strict-aliasing -O3 -rdynamic -lm -lpthread

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: LU.CXeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CLEPYC 2 7R32Xeon W-3275M2 x Xeon Silver 42162 x Xeon Gold 6226RXeon Gold 6226RXeon Silver 4216Xeon Gold 52182 x Xeon Platinum 8280Xeon Platinum 8280Xeon Gold 5220R2 x Xeon Gold 5220R30K60K90K120K150KSE +/- 7.82, N = 3SE +/- 32.58, N = 3SE +/- 55.32, N = 3SE +/- 139.53, N = 3SE +/- 35.10, N = 3SE +/- 91.80, N = 3SE +/- 50.65, N = 3SE +/- 30.22, N = 3SE +/- 38.08, N = 3SE +/- 41.33, N = 3SE +/- 188.25, N = 3SE +/- 82.95, N = 3SE +/- 45.25, N = 3SE +/- 135.16, N = 365522.4694642.99120961.9199821.8969606.8485606.53106268.3358594.5046723.0148143.49140090.3274255.6756744.87108883.401. (F9X) gfortran options: -O3 -march=native -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi2. Xeon Platinum 8259CL: Open MPI 3.1.33. 2 x Xeon Platinum 8259CL NUMA off: Open MPI 3.1.34. 2 x Xeon Platinum 8259CL: Open MPI 3.1.35. EPYC 2 7R32: Open MPI 3.1.36. Xeon W-3275M: Open MPI 3.1.37. 2 x Xeon Silver 4216: Open MPI 4.0.3rc48. 2 x Xeon Gold 6226R: Open MPI 4.0.3rc49. Xeon Gold 6226R: Open MPI 4.0.3rc410. Xeon Silver 4216: Open MPI 4.0.3rc411. Xeon Gold 5218: Open MPI 4.0.3rc412. 2 x Xeon Platinum 8280: Open MPI 4.0.3rc413. Xeon Platinum 8280: Open MPI 4.0.3rc414. Xeon Gold 5220R: Open MPI 4.0.3rc415. 2 x Xeon Gold 5220R: Open MPI 4.0.3rc4

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 Platinum 8259CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CLEPYC 2 7R322 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CLXeon W-3275M2 x Xeon Silver 42162 x Xeon Gold 6226RXeon Gold 6226RXeon Silver 4216Xeon Gold 52182 x Xeon Platinum 8280Xeon Platinum 8280Xeon Gold 5220R2 x Xeon Gold 5220R1632486480SE +/- 0.44, N = 7SE +/- 0.37, N = 14SE +/- 0.23, N = 14SE +/- 0.19, N = 13SE +/- 0.38, N = 14SE +/- 0.24, N = 13SE +/- 0.35, N = 9SE +/- 0.41, N = 10SE +/- 0.37, N = 8SE +/- 0.88, N = 3SE +/- 0.99, N = 4SE +/- 0.88, N = 4SE +/- 0.25, N = 14SE +/- 0.42, N = 8SE +/- 0.87, N = 4SE +/- 0.34, N = 1041.1429.2827.5824.0129.2627.1036.3745.3236.6057.7771.7767.1627.3140.9059.0136.70

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 Platinum 8259CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CLEPYC 2 7R32Xeon W-3275M2 x Xeon Silver 42162 x Xeon Gold 6226RXeon Gold 6226RXeon Silver 4216Xeon Gold 52182 x Xeon Platinum 8280Xeon Platinum 8280Xeon Gold 5220R2 x Xeon Gold 5220R30K60K90K120K150KSE +/- 15.49, N = 3SE +/- 64.74, N = 3SE +/- 107.83, N = 3SE +/- 500.22, N = 3SE +/- 127.07, N = 3SE +/- 124.40, N = 3SE +/- 86.40, N = 3SE +/- 27.55, N = 3SE +/- 4.15, N = 3SE +/- 54.74, N = 3SE +/- 78.84, N = 3SE +/- 52.95, N = 3SE +/- 44.99, N = 3SE +/- 42.06, N = 351975.3584766.14104107.99106415.5369347.5865509.9877470.6756576.1246389.7948617.05136046.5371842.3450787.79100761.291. (F9X) gfortran options: -O3 -march=native -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi2. Xeon Platinum 8259CL: Open MPI 3.1.33. 2 x Xeon Platinum 8259CL NUMA off: Open MPI 3.1.34. 2 x Xeon Platinum 8259CL: Open MPI 3.1.35. EPYC 2 7R32: Open MPI 3.1.36. Xeon W-3275M: Open MPI 3.1.37. 2 x Xeon Silver 4216: Open MPI 4.0.3rc48. 2 x Xeon Gold 6226R: Open MPI 4.0.3rc49. Xeon Gold 6226R: Open MPI 4.0.3rc410. Xeon Silver 4216: Open MPI 4.0.3rc411. Xeon Gold 5218: Open MPI 4.0.3rc412. 2 x Xeon Platinum 8280: Open MPI 4.0.3rc413. Xeon Platinum 8280: Open MPI 4.0.3rc414. Xeon Gold 5220R: Open MPI 4.0.3rc415. 2 x Xeon Gold 5220R: Open MPI 4.0.3rc4

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 1080pXeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CLEPYC 2 7R322 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CLXeon W-3275M2 x Xeon Silver 42162 x Xeon Gold 6226RXeon Gold 6226RXeon Silver 4216Xeon Gold 52182 x Xeon Platinum 8280Xeon Platinum 8280Xeon Gold 5220R2 x Xeon Gold 5220R150300450600750SE +/- 1.73, N = 3SE +/- 3.77, N = 15SE +/- 3.67, N = 3SE +/- 2.19, N = 3SE +/- 3.42, N = 3SE +/- 4.96, N = 3SE +/- 2.32, N = 3SE +/- 4.57, N = 3SE +/- 1.84, N = 3SE +/- 0.97, N = 3SE +/- 1.97, N = 3SE +/- 1.26, N = 3SE +/- 3.74, N = 15SE +/- 0.52, N = 3SE +/- 2.31, N = 3SE +/- 3.79, N = 6353.78400.24431.76676.16406.66422.89537.84272.55358.62307.75232.35265.46409.88323.20274.98321.84MIN: 207.11 / MAX: 387.94MIN: 106.81 / MAX: 466.09MIN: 205.51 / MAX: 479.42MIN: 302.17 / MAX: 751.14MIN: 144.68 / MAX: 463.23MIN: 175.85 / MAX: 474MIN: 317.28 / MAX: 605.87MIN: 156.69 / MAX: 307.87MIN: 196.53 / MAX: 395.24MIN: 179.63 / MAX: 337.24MIN: 133.23 / MAX: 255.75MIN: 166.24 / MAX: 288.23MIN: 126.27 / MAX: 481.12MIN: 200.79 / MAX: 358.32MIN: 160.24 / MAX: 299.46MIN: 175.96 / MAX: 365.431. (CC) gcc options: -pthread

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 Platinum 8259CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CLEPYC 2 7R322 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CLXeon W-3275M2 x Xeon Silver 42162 x Xeon Gold 6226RXeon Gold 6226RXeon Silver 4216Xeon Gold 52182 x Xeon Platinum 8280Xeon Platinum 8280Xeon Gold 5220R2 x Xeon Gold 5220R200K400K600K800K1000KSE +/- 194.45, N = 3SE +/- 1194.42, N = 3SE +/- 2473.02, N = 3SE +/- 953.22, N = 3SE +/- 1557.39, N = 3SE +/- 13693.01, N = 9SE +/- 3571.60, N = 3SE +/- 568.07, N = 3SE +/- 494.87, N = 3SE +/- 358.06, N = 3SE +/- 517.49, N = 3SE +/- 198.36, N = 3SE +/- 10457.35, N = 3SE +/- 1625.61, N = 3SE +/- 474.33, N = 3SE +/- 2029.20, N = 3512031.42790827.57795715.31891303.12725740.72629984.51567696.51501697.24587882.23376860.32313376.78322051.63909916.49560887.77383120.69598798.571. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -lcrypt -ldl -lm

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 All - Data Type: f32Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CLEPYC 2 7R322 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CLXeon W-3275M2 x Xeon Silver 42162 x Xeon Gold 6226RXeon Gold 6226RXeon Silver 4216Xeon Gold 52182 x Xeon Platinum 8280Xeon Platinum 8280Xeon Gold 5220R2 x Xeon Gold 5220R510152025SE +/- 0.03341, N = 3SE +/- 0.00603, N = 3SE +/- 0.03588, N = 3SE +/- 0.01277, N = 3SE +/- 0.00546, N = 3SE +/- 0.07053, N = 3SE +/- 0.10112, N = 3SE +/- 0.05182, N = 3SE +/- 0.06373, N = 3SE +/- 0.01593, N = 3SE +/- 0.01401, N = 3SE +/- 0.02892, N = 3SE +/- 0.01419, N = 3SE +/- 0.00854, N = 3SE +/- 0.00905, N = 3SE +/- 0.02232, N = 37.890716.658429.976698.8839012.6820019.103007.5443911.4215010.523908.8423310.193009.309599.524666.795098.9079510.63480MIN: 7.76MIN: 6.25MIN: 9.62MIN: 8.36MIN: 12.39MIN: 18.63MIN: 6.71MIN: 11.02MIN: 10.17MIN: 8.73MIN: 9.79MIN: 9.16MIN: 9.28MIN: 6.68MIN: 8.69MIN: 10.261. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl

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: Chimera 1080p 10-bitXeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CLEPYC 2 7R322 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CLXeon W-3275M2 x Xeon Silver 42162 x Xeon Gold 6226RXeon Gold 6226RXeon Silver 4216Xeon Gold 52182 x Xeon Platinum 8280Xeon Platinum 8280Xeon Gold 5220R2 x Xeon Gold 5220R306090120150SE +/- 0.13, N = 3SE +/- 0.56, N = 3SE +/- 0.04, N = 3SE +/- 0.60, N = 3SE +/- 0.30, N = 3SE +/- 0.44, N = 3SE +/- 0.05, N = 3SE +/- 0.16, N = 3SE +/- 0.16, N = 3SE +/- 0.24, N = 3SE +/- 0.06, N = 3SE +/- 0.05, N = 3SE +/- 0.07, N = 3SE +/- 0.12, N = 3SE +/- 0.14, N = 3SE +/- 0.47, N = 367.3388.6689.55140.1490.7890.2881.6059.5173.9562.3250.1055.8885.1465.4058.0570.81MIN: 49.41 / MAX: 122.02MIN: 69.45 / MAX: 129.53MIN: 69.22 / MAX: 130.8MIN: 101.2 / MAX: 212.94MIN: 71.49 / MAX: 131.32MIN: 71.05 / MAX: 131.54MIN: 55.07 / MAX: 147.52MIN: 45.13 / MAX: 93.29MIN: 55.51 / MAX: 119.74MIN: 45.27 / MAX: 134.22MIN: 36.69 / MAX: 102.49MIN: 40.96 / MAX: 112.64MIN: 66.74 / MAX: 126.85MIN: 49.2 / MAX: 111MIN: 42.73 / MAX: 119.59MIN: 54.24 / MAX: 115.341. (CC) gcc options: -pthread

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 Platinum 8259CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CLEPYC 2 7R322 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CLXeon W-3275M2 x Xeon Silver 42162 x Xeon Gold 6226RXeon Gold 6226RXeon Silver 4216Xeon Gold 52182 x Xeon Platinum 8280Xeon Platinum 8280Xeon Gold 5220R2 x Xeon Gold 5220R816243240SE +/- 0.07, N = 3SE +/- 0.21, N = 3SE +/- 0.12, N = 3SE +/- 0.04, N = 3SE +/- 0.04, N = 3SE +/- 0.13, N = 3SE +/- 0.30, N = 3SE +/- 0.09, N = 3SE +/- 0.36, N = 3SE +/- 0.03, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.17, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.05, N = 327.9933.1033.8928.7119.5515.0627.3520.4333.0622.0112.8515.8034.4931.1018.4127.97

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 Platinum 8259CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CLEPYC 2 7R322 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CLXeon W-3275M2 x Xeon Silver 42162 x Xeon Gold 6226RXeon Gold 6226RXeon Silver 4216Xeon Gold 52182 x Xeon Platinum 8280Xeon Platinum 8280Xeon Gold 5220R2 x Xeon Gold 5220R110220330440550SE +/- 5.07, N = 3SE +/- 1.40, N = 3SE +/- 1.13, N = 3SE +/- 0.72, N = 3SE +/- 3.50, N = 3SE +/- 1.63, N = 3SE +/- 2.68, N = 3SE +/- 1.73, N = 3SE +/- 3.51, N = 3SE +/- 2.13, N = 3SE +/- 2.53, N = 3SE +/- 3.37, N = 3SE +/- 1.01, N = 3SE +/- 4.79, N = 3SE +/- 1.84, N = 3SE +/- 2.03, N = 3317.61244.94232.05200.04244.91218.05281.68347.83279.68433.19531.15501.22221.52308.74430.43286.78

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: MG.CXeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CLEPYC 2 7R32Xeon W-3275M2 x Xeon Silver 42162 x Xeon Gold 6226RXeon Gold 6226RXeon Silver 4216Xeon Gold 52182 x Xeon Platinum 8280Xeon Platinum 8280Xeon Gold 5220R2 x Xeon Gold 5220R15K30K45K60K75KSE +/- 114.90, N = 3SE +/- 420.94, N = 3SE +/- 304.73, N = 3SE +/- 796.48, N = 3SE +/- 40.04, N = 3SE +/- 151.51, N = 3SE +/- 193.70, N = 3SE +/- 27.89, N = 3SE +/- 69.19, N = 3SE +/- 36.97, N = 3SE +/- 860.82, N = 5SE +/- 129.93, N = 3SE +/- 114.95, N = 3SE +/- 464.43, N = 333490.0343490.1563393.3549330.1535376.1152832.4758681.4231633.6028301.1330328.6569175.1237089.0531197.2258984.181. (F9X) gfortran options: -O3 -march=native -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi2. Xeon Platinum 8259CL: Open MPI 3.1.33. 2 x Xeon Platinum 8259CL NUMA off: Open MPI 3.1.34. 2 x Xeon Platinum 8259CL: Open MPI 3.1.35. EPYC 2 7R32: Open MPI 3.1.36. Xeon W-3275M: Open MPI 3.1.37. 2 x Xeon Silver 4216: Open MPI 4.0.3rc48. 2 x Xeon Gold 6226R: Open MPI 4.0.3rc49. Xeon Gold 6226R: Open MPI 4.0.3rc410. Xeon Silver 4216: Open MPI 4.0.3rc411. Xeon Gold 5218: Open MPI 4.0.3rc412. 2 x Xeon Platinum 8280: Open MPI 4.0.3rc413. Xeon Platinum 8280: Open MPI 4.0.3rc414. Xeon Gold 5220R: Open MPI 4.0.3rc415. 2 x Xeon Gold 5220R: Open MPI 4.0.3rc4

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 Platinum 8259CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CLEPYC 2 7R322 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CLXeon W-3275M2 x Xeon Silver 42162 x Xeon Gold 6226RXeon Gold 6226RXeon Silver 4216Xeon Gold 52182 x Xeon Platinum 8280Xeon Platinum 8280Xeon Gold 5220R2 x Xeon Gold 5220R70140210280350SE +/- 1.31, N = 3SE +/- 1.78, N = 3SE +/- 1.73, N = 3SE +/- 0.98, N = 3SE +/- 0.62, N = 3SE +/- 1.14, N = 3SE +/- 1.20, N = 3SE +/- 1.81, N = 3SE +/- 1.66, N = 3SE +/- 1.20, N = 3SE +/- 0.15, N = 3SE +/- 0.30, N = 3SE +/- 3.68, N = 3SE +/- 1.15, N = 3SE +/- 0.78, N = 3SE +/- 0.84, N = 3205.63212.99215.64321.17216.86218.14256.60159.60203.10170.07132.46136.86221.31199.08160.59177.89MIN: 134.32 / MAX: 229.88MIN: 89.5 / MAX: 233.99MIN: 93.88 / MAX: 236.99MIN: 150.11 / MAX: 347.95MIN: 97.39 / MAX: 239.16MIN: 105.24 / MAX: 238.99MIN: 164.1 / MAX: 284.35MIN: 100.88 / MAX: 178.21MIN: 119.16 / MAX: 222.17MIN: 115.59 / MAX: 193.75MIN: 104.21 / MAX: 150.6MIN: 107.86 / MAX: 153.94MIN: 81.4 / MAX: 247.6MIN: 121.12 / MAX: 214.69MIN: 110.85 / MAX: 181MIN: 103.41 / MAX: 190.931. (CC) gcc options: -pthread

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 Platinum 8259CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CLEPYC 2 7R322 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CLXeon W-3275M2 x Xeon Silver 42162 x Xeon Gold 6226RXeon Gold 6226RXeon Silver 4216Xeon Gold 52182 x Xeon Platinum 8280Xeon Platinum 8280Xeon Gold 5220R2 x Xeon Gold 5220R80160240320400219.32163.71161.85147.69152.09152.90196.93222.97177.66276.77345.39328.14154.98197.65284.28180.65

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 8 - Input: 1080pXeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CLEPYC 2 7R322 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CLXeon W-3275M2 x Xeon Silver 42162 x Xeon Gold 6226RXeon Gold 6226RXeon Silver 4216Xeon Gold 52182 x Xeon Platinum 8280Xeon Platinum 8280Xeon Gold 5220R2 x Xeon Gold 5220R1326395265SE +/- 0.35, N = 3SE +/- 0.29, N = 3SE +/- 0.13, N = 3SE +/- 0.77, N = 3SE +/- 0.48, N = 3SE +/- 0.17, N = 3SE +/- 0.46, N = 3SE +/- 0.11, N = 3SE +/- 0.25, N = 3SE +/- 0.09, N = 3SE +/- 0.08, N = 3SE +/- 0.06, N = 3SE +/- 0.67, N = 3SE +/- 0.07, N = 3SE +/- 0.13, N = 3SE +/- 0.18, N = 346.8752.3153.0454.4756.1255.3753.8240.5551.7134.6426.4627.1956.9851.9233.0949.211. (CXX) g++ options: -fPIE -fPIC -pie

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 0.8Encoder Mode: Enc Mode 4 - Input: 1080pXeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CLEPYC 2 7R322 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CLXeon W-3275M2 x Xeon Silver 42162 x Xeon Gold 6226RXeon Gold 6226RXeon Silver 4216Xeon Gold 52182 x Xeon Platinum 8280Xeon Platinum 8280Xeon Gold 5220R2 x Xeon Gold 5220R246810SE +/- 0.052, N = 3SE +/- 0.075, N = 4SE +/- 0.002, N = 3SE +/- 0.072, N = 5SE +/- 0.046, N = 3SE +/- 0.041, N = 3SE +/- 0.023, N = 3SE +/- 0.010, N = 3SE +/- 0.009, N = 3SE +/- 0.018, N = 3SE +/- 0.021, N = 3SE +/- 0.003, N = 3SE +/- 0.064, N = 3SE +/- 0.032, N = 3SE +/- 0.014, N = 3SE +/- 0.019, N = 35.1125.9965.9555.7145.9425.2436.3894.2165.4314.3403.3093.3397.0336.0304.2855.3021. (CXX) g++ options: -fPIE -fPIC -pie

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 Platinum 8259CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CLEPYC 2 7R322 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CLXeon W-3275M2 x Xeon Silver 42162 x Xeon Gold 6226RXeon Gold 6226RXeon Silver 4216Xeon Gold 52182 x Xeon Platinum 8280Xeon Platinum 8280Xeon Gold 5220R2 x Xeon Gold 5220R4080120160200SE +/- 0.18, N = 3SE +/- 1.87, N = 3SE +/- 0.32, N = 3SE +/- 0.68, N = 3SE +/- 0.03, N = 3SE +/- 1.63, N = 5SE +/- 0.13, N = 3SE +/- 0.67, N = 3SE +/- 0.25, N = 3SE +/- 0.09, N = 3SE +/- 0.15, N = 3SE +/- 0.44, N = 3SE +/- 0.37, N = 3SE +/- 0.01, N = 3SE +/- 0.03, N = 3SE +/- 0.27, N = 3138.85141.90139.7592.36124.30125.87143.35194.50124.26123.70193.47147.73129.99128.85134.48134.93-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 -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-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

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: python_startupXeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CLEPYC 2 7R32Xeon W-3275M2 x Xeon Silver 42162 x Xeon Gold 6226RXeon Gold 6226RXeon Silver 4216Xeon Gold 52182 x Xeon Platinum 8280Xeon Platinum 8280Xeon Gold 5220R2 x Xeon Gold 5220R510152025SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.00, N = 3SE +/- 0.09, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.09, N = 3SE +/- 0.03, N = 3SE +/- 0.06, N = 3SE +/- 0.03, N = 3SE +/- 0.07, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 311.422.611.316.317.715.410.911.015.411.111.211.211.311.2

Mlpack Benchmark

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

OpenBenchmarking.orgSeconds, Fewer Is BetterMlpack BenchmarkBenchmark: scikit_qdaXeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CLEPYC 2 7R322 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CLXeon W-3275M2 x Xeon Silver 42162 x Xeon Gold 6226RXeon Gold 6226RXeon Silver 4216Xeon Gold 52182 x Xeon Platinum 8280Xeon Platinum 8280Xeon Gold 5220R2 x Xeon Gold 5220R1428425670SE +/- 0.12, N = 3SE +/- 0.19, N = 3SE +/- 0.54, N = 12SE +/- 0.28, N = 3SE +/- 0.54, N = 3SE +/- 1.16, N = 9SE +/- 0.18, N = 3SE +/- 0.51, N = 12SE +/- 0.21, N = 3SE +/- 0.46, N = 3SE +/- 0.39, N = 3SE +/- 0.43, N = 6SE +/- 0.34, N = 3SE +/- 0.29, N = 3SE +/- 0.49, N = 4SE +/- 0.63, N = 331.9841.2942.8839.5457.2562.0232.6550.1044.5331.9640.7537.4138.3530.4534.2442.69

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 WriteXeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CLEPYC 2 7R322 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CLXeon W-3275M2 x Xeon Silver 42162 x Xeon Gold 6226RXeon Gold 6226RXeon Silver 4216Xeon Gold 52182 x Xeon Platinum 8280Xeon Platinum 8280Xeon Gold 5220R2 x Xeon Gold 5220R11K22K33K44K55KSE +/- 245.15, N = 12SE +/- 408.27, N = 6SE +/- 56.30, N = 3SE +/- 319.58, N = 12SE +/- 38.08, N = 3SE +/- 141.57, N = 6SE +/- 85.02, N = 3SE +/- 220.44, N = 3SE +/- 119.26, N = 3SE +/- 56.97, N = 3SE +/- 132.22, N = 3SE +/- 1.34, N = 3SE +/- 19.82, N = 3SE +/- 370.72, N = 3SE +/- 54.71, N = 3SE +/- 158.35, N = 35941.323168.734009.416105.733197.743890.7711704.2334916.0337715.2246503.2840373.3040894.9024466.9153139.0645518.5934227.721. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -lcrypt -ldl -lm

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 Platinum 8259CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CLEPYC 2 7R322 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CLXeon W-3275M2 x Xeon Silver 42162 x Xeon Gold 6226RXeon Gold 6226RXeon Silver 4216Xeon Gold 52182 x Xeon Platinum 8280Xeon Platinum 8280Xeon Gold 5220R2 x Xeon Gold 5220R20406080100SE +/- 0.34, N = 3SE +/- 0.35, N = 3SE +/- 0.80, N = 3SE +/- 0.48, N = 15SE +/- 0.26, N = 3SE +/- 0.51, N = 15SE +/- 0.11, N = 3SE +/- 1.29, N = 3SE +/- 0.30, N = 3SE +/- 0.45, N = 3SE +/- 0.80, N = 3SE +/- 0.44, N = 3SE +/- 0.59, N = 3SE +/- 0.21, N = 3SE +/- 0.25, N = 3SE +/- 1.07, N = 461.2057.6958.4849.4753.6653.5054.9194.4574.6361.8281.3668.7863.3567.3668.1977.41

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 Platinum 8259CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CLEPYC 2 7R322 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CLXeon W-3275M2 x Xeon Silver 42162 x Xeon Gold 6226RXeon Gold 6226RXeon Silver 4216Xeon Gold 52182 x Xeon Platinum 8280Xeon Platinum 8280Xeon Gold 5220R2 x Xeon Gold 5220R306090120150SE +/- 1.18, N = 8SE +/- 1.04, N = 3SE +/- 0.65, N = 3SE +/- 0.08, N = 3SE +/- 2.07, N = 4SE +/- 1.06, N = 3SE +/- 0.15, N = 3SE +/- 0.71, N = 3SE +/- 0.89, N = 3SE +/- 1.84, N = 3SE +/- 1.22, N = 3SE +/- 0.75, N = 3SE +/- 1.16, N = 3SE +/- 1.60, N = 3SE +/- 1.11, N = 3SE +/- 0.47, N = 3117.36135.05117.7372.82138.26113.14123.85133.01123.39119.79136.00128.41122.22118.09126.08125.12

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 Platinum 8259CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CLEPYC 2 7R322 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CLXeon W-3275M2 x Xeon Silver 42162 x Xeon Gold 6226RXeon Gold 6226RXeon Silver 4216Xeon Gold 52182 x Xeon Platinum 8280Xeon Platinum 8280Xeon Gold 5220R2 x Xeon Gold 5220R20406080100SE +/- 0.03, N = 3SE +/- 0.19, N = 3SE +/- 0.49, N = 3SE +/- 0.40, N = 3SE +/- 0.09, N = 3SE +/- 0.75, N = 6SE +/- 0.14, N = 3SE +/- 0.11, N = 3SE +/- 0.09, N = 3SE +/- 0.05, N = 3SE +/- 0.15, N = 3SE +/- 0.08, N = 3SE +/- 0.09, N = 3SE +/- 0.13, N = 3SE +/- 0.15, N = 3SE +/- 0.13, N = 376.1569.2066.6759.9664.4264.5066.4286.3370.6188.98109.70101.7262.7874.1291.6472.15

Mlpack Benchmark

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

OpenBenchmarking.orgSeconds, Fewer Is BetterMlpack BenchmarkBenchmark: scikit_linearridgeregressionXeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CLEPYC 2 7R322 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CLXeon W-3275M2 x Xeon Silver 42162 x Xeon Gold 6226RXeon Gold 6226RXeon Silver 4216Xeon Gold 52182 x Xeon Platinum 8280Xeon Platinum 8280Xeon Gold 5220R2 x Xeon Gold 5220R0.67281.34562.01842.69123.364SE +/- 0.02, N = 15SE +/- 0.02, N = 12SE +/- 0.02, N = 15SE +/- 0.02, N = 3SE +/- 0.03, N = 15SE +/- 0.04, N = 15SE +/- 0.02, N = 3SE +/- 0.02, N = 3SE +/- 0.04, N = 15SE +/- 0.03, N = 3SE +/- 0.04, N = 3SE +/- 0.03, N = 7SE +/- 0.03, N = 3SE +/- 0.02, N = 3SE +/- 0.03, N = 3SE +/- 0.06, N = 122.002.422.301.792.462.361.992.992.081.932.972.461.821.672.252.39

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 Platinum 8259CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CLEPYC 2 7R322 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CLXeon W-3275M2 x Xeon Silver 42162 x Xeon Gold 6226RXeon Gold 6226RXeon Silver 4216Xeon Gold 52182 x Xeon Platinum 8280Xeon Platinum 8280Xeon Gold 5220R2 x Xeon Gold 5220R60120180240300SE +/- 1.36, N = 3SE +/- 8.15, N = 12SE +/- 8.04, N = 12SE +/- 2.49, N = 3SE +/- 8.25, N = 12SE +/- 5.20, N = 12SE +/- 0.97, N = 3SE +/- 1.51, N = 3SE +/- 3.77, N = 4SE +/- 3.10, N = 3SE +/- 2.39, N = 3SE +/- 1.79, N = 3SE +/- 2.89, N = 4SE +/- 3.65, N = 4SE +/- 1.23, N = 3SE +/- 2.14, N = 3256.24229.53229.91291.17228.38191.66282.18206.42256.91221.95173.18172.82233.17265.40224.01237.571. (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 Platinum 8259CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CLEPYC 2 7R322 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CLXeon W-3275M2 x Xeon Silver 42162 x Xeon Gold 6226RXeon Gold 6226RXeon Silver 4216Xeon Gold 52182 x Xeon Platinum 8280Xeon Platinum 8280Xeon Gold 5220R2 x Xeon Gold 5220R30060090012001500SE +/- 0.67, N = 3SE +/- 1.08, N = 3SE +/- 0.68, N = 3SE +/- 0.63, N = 3SE +/- 1.25, N = 3SE +/- 5.92, N = 3SE +/- 0.44, N = 3SE +/- 0.64, N = 3SE +/- 0.70, N = 3SE +/- 0.43, N = 3SE +/- 1.02, N = 3SE +/- 0.04, N = 3SE +/- 0.24, N = 3SE +/- 0.29, N = 3SE +/- 0.07, N = 3SE +/- 1.42, N = 31067.641073.761012.04849.191032.98966.60994.581268.82996.901092.591398.021218.871005.531063.711167.681060.58

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 Platinum 8259CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CLEPYC 2 7R322 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CLXeon W-3275M2 x Xeon Silver 42162 x Xeon Gold 6226RXeon Gold 6226RXeon Silver 4216Xeon Gold 52182 x Xeon Platinum 8280Xeon Platinum 8280Xeon Gold 5220R2 x Xeon Gold 5220R4080120160200SE +/- 0.11, N = 3SE +/- 0.27, N = 3SE +/- 0.45, N = 3SE +/- 0.08, N = 3SE +/- 0.25, N = 3SE +/- 0.37, N = 3SE +/- 0.08, N = 3SE +/- 0.18, N = 3SE +/- 0.16, N = 3SE +/- 0.05, N = 3SE +/- 0.07, N = 3SE +/- 0.09, N = 3SE +/- 0.17, N = 3SE +/- 0.17, N = 3SE +/- 0.11, N = 3SE +/- 0.09, N = 3132.23146.44129.69108.68145.51128.95134.82169.70133.44139.12177.77156.30142.70144.64151.91146.44

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: Material TesterXeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CLEPYC 2 7R322 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CLXeon W-3275M2 x Xeon Silver 42162 x Xeon Gold 6226RXeon Gold 6226RXeon Silver 4216Xeon Gold 52182 x Xeon Platinum 8280Xeon Platinum 8280Xeon Gold 5220R2 x Xeon Gold 5220R4080120160200128.00197.29185.23175.19194.85189.30124.15197.74185.36156.61188.78179.75193.44123.98162.86189.46

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: poly1305-aesXeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CLEPYC 2 7R322 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CLXeon W-3275M2 x Xeon Silver 42162 x Xeon Gold 6226RXeon Gold 6226RXeon Silver 4216Xeon Gold 52182 x Xeon Platinum 8280Xeon Platinum 8280Xeon Gold 5220R2 x Xeon Gold 5220R7001400210028003500SE +/- 12.50, N = 3SE +/- 0.36, N = 3SE +/- 15.23, N = 3SE +/- 0.71, N = 3SE +/- 1.01, N = 3SE +/- 17.33, N = 3SE +/- 24.77, N = 3SE +/- 1.74, N = 3SE +/- 0.50, N = 3SE +/- 2.79, N = 3SE +/- 3.38, N = 3SE +/- 0.60, N = 3SE +/- 1.10, N = 3SE +/- 0.87, N = 3SE +/- 5.86, N = 3SE +/- 0.92, N = 32492.482516.872497.862046.352803.552785.993207.982294.742797.432795.492291.692798.562868.692867.482779.782797.221. (CC) gcc options: -O2 -ggdb3 -lnettle -lgmp -lm -lcrypto

OpenBenchmarking.orgMbyte/s, More Is BetterNettle 3.5.1Test: chachaXeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CLEPYC 2 7R322 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CLXeon W-3275M2 x Xeon Silver 42162 x Xeon Gold 6226RXeon Gold 6226RXeon Silver 4216Xeon Gold 52182 x Xeon Platinum 8280Xeon Platinum 8280Xeon Gold 5220R2 x Xeon Gold 5220R30060090012001500SE +/- 1.52, N = 3SE +/- 4.18, N = 3SE +/- 4.50, N = 3SE +/- 0.08, N = 3SE +/- 0.48, N = 3SE +/- 1.27, N = 3SE +/- 5.99, N = 3SE +/- 0.18, N = 3SE +/- 0.61, N = 3SE +/- 0.49, N = 3SE +/- 0.91, N = 3SE +/- 0.76, N = 3SE +/- 0.37, N = 3SE +/- 0.86, N = 3SE +/- 1.02, N = 3SE +/- 0.41, N = 3920.51917.51917.75750.361027.591025.601172.15841.651025.381024.99837.611024.491051.941051.111020.091024.98MIN: 461.1 / MAX: 2517.2MIN: 463.47 / MAX: 2517.16MIN: 461.99 / MAX: 2517.41MIN: 382.32 / MAX: 2047.21MIN: 523.28 / MAX: 2803.78MIN: 515.88 / MAX: 2805.16MIN: 567.45 / MAX: 3234.29MIN: 428.69 / MAX: 2296.48MIN: 522.31 / MAX: 2798.89MIN: 521.91 / MAX: 2799.45MIN: 423.28 / MAX: 2294.55MIN: 507.67 / MAX: 2797.4MIN: 535.04 / MAX: 2870.94MIN: 532.77 / MAX: 2871.25MIN: 519.31 / MAX: 2788.96MIN: 518.14 / MAX: 2797.531. (CC) gcc options: -O2 -ggdb3 -lnettle -lgmp -lm -lcrypto

OpenBenchmarking.orgMbyte/s, More Is BetterNettle 3.5.1Test: aes256Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CLEPYC 2 7R322 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CLXeon W-3275M2 x Xeon Silver 42162 x Xeon Gold 6226RXeon Gold 6226RXeon Silver 4216Xeon Gold 52182 x Xeon Platinum 8280Xeon Platinum 8280Xeon Gold 5220R2 x Xeon Gold 5220R15003000450060007500SE +/- 20.53, N = 3SE +/- 5.89, N = 3SE +/- 24.71, N = 3SE +/- 0.67, N = 3SE +/- 1.10, N = 3SE +/- 4.53, N = 3SE +/- 39.45, N = 3SE +/- 1.63, N = 3SE +/- 8.42, N = 3SE +/- 6.01, N = 3SE +/- 11.26, N = 3SE +/- 1.48, N = 3SE +/- 3.29, N = 3SE +/- 7.98, N = 3SE +/- 2.03, N = 3SE +/- 2.26, N = 35517.025523.315513.084665.336184.206172.557070.605061.606157.496161.425024.396164.796320.006313.166133.916159.21MIN: 3740.26 / MAX: 9153.64MIN: 3739.77 / MAX: 9132.41MIN: 3744.15 / MAX: 9173.02MIN: 3372.31 / MAX: 7239.74MIN: 4170.96 / MAX: 10241.48MIN: 4118.12 / MAX: 10228.73MIN: 4721.3 / MAX: 11806.11MIN: 3412.46 / MAX: 8379.01MIN: 4104.14 / MAX: 10212.45MIN: 4158.08 / MAX: 10213.08MIN: 3388.65 / MAX: 8334.48MIN: 4152.92 / MAX: 10208.98MIN: 4254.97 / MAX: 10469.4MIN: 4256.89 / MAX: 10467.36MIN: 4136.23 / MAX: 10160.8MIN: 4154.94 / MAX: 10200.041. (CC) gcc options: -O2 -ggdb3 -lnettle -lgmp -lm -lcrypto

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: Crush 0 - Process: DecompressionXeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CLEPYC 2 7R322 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CLXeon W-3275M2 x Xeon Silver 42162 x Xeon Gold 6226RXeon Gold 6226RXeon Silver 4216Xeon Gold 52182 x Xeon Platinum 8280Xeon Platinum 8280Xeon Gold 5220R2 x Xeon Gold 5220R110220330440550SE +/- 0.33, N = 34043963943804324345093444184293534304284404284191. (CXX) g++ options: -pthread -fomit-frame-pointer -fstrict-aliasing -ffast-math -O3

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 Platinum 8259CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CLEPYC 2 7R322 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CLXeon W-3275M2 x Xeon Silver 42162 x Xeon Gold 6226RXeon Gold 6226RXeon Silver 4216Xeon Gold 52182 x Xeon Platinum 8280Xeon Platinum 8280Xeon Gold 5220R2 x Xeon Gold 5220R160K320K480K640K800KSE +/- 778.31, N = 3SE +/- 377.70, N = 3SE +/- 961.65, N = 3SE +/- 1283.26, N = 3SE +/- 312.21, N = 3SE +/- 144.16, N = 3SE +/- 1014.34, N = 3SE +/- 200.00, N = 3SE +/- 164.78, N = 3SE +/- 752.01, N = 3SE +/- 1865.15, N = 3SE +/- 786.96, N = 3SE +/- 884.68, N = 3SE +/- 425.09, N = 3SE +/- 862.18, N = 3SE +/- 914.97, N = 3569793574348573483500524639026640173734339519964632601632431515697632455649693649164629690631283

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 Platinum 8259CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CLXeon W-3275M2 x Xeon Silver 42162 x Xeon Gold 6226RXeon Gold 6226RXeon Silver 4216Xeon Gold 52182 x Xeon Platinum 8280Xeon Platinum 8280Xeon Gold 5220R2 x Xeon Gold 5220R306090120150SE +/- 0.33, N = 3SE +/- 0.33, N = 3SE +/- 0.12, N = 3SE +/- 0.33, N = 3122.0123.0123.094.5137.0113.0115.0137.0114.0109.0109.0114.0113.0

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: django_templateXeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CLEPYC 2 7R32Xeon W-3275M2 x Xeon Silver 42162 x Xeon Gold 6226RXeon Gold 6226RXeon Silver 4216Xeon Gold 52182 x Xeon Platinum 8280Xeon Platinum 8280Xeon Gold 5220R2 x Xeon Gold 5220R1530456075SE +/- 0.07, N = 3SE +/- 0.07, N = 3SE +/- 0.09, N = 3SE +/- 0.09, N = 3SE +/- 0.67, N = 3SE +/- 0.06, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.07, N = 3SE +/- 0.06, N = 3SE +/- 0.06, N = 3SE +/- 0.03, N = 364.164.164.266.449.957.547.147.357.547.245.946.247.147.3

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 Platinum 8259CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CLEPYC 2 7R322 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CLXeon W-3275M2 x Xeon Silver 42162 x Xeon Gold 6226RXeon Gold 6226RXeon Silver 4216Xeon Gold 52182 x Xeon Platinum 8280Xeon Platinum 8280Xeon Gold 5220R2 x Xeon Gold 5220R3691215SE +/- 0.056, N = 3SE +/- 0.043, N = 3SE +/- 0.039, N = 3SE +/- 0.037, N = 3SE +/- 0.032, N = 3SE +/- 0.052, N = 3SE +/- 0.035, N = 3SE +/- 0.035, N = 3SE +/- 0.055, N = 3SE +/- 0.029, N = 3SE +/- 0.028, N = 3SE +/- 0.041, N = 3SE +/- 0.122, N = 3SE +/- 0.042, N = 3SE +/- 0.034, N = 3SE +/- 0.024, N = 312.08812.95412.45910.41911.49011.0659.66112.54910.4499.92412.03010.2869.3929.12710.11210.458

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: Brotli 2 - Process: DecompressionXeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CLEPYC 2 7R322 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CLXeon W-3275M2 x Xeon Silver 42162 x Xeon Gold 6226RXeon Gold 6226RXeon Silver 4216Xeon Gold 52182 x Xeon Platinum 8280Xeon Platinum 8280Xeon Gold 5220R2 x Xeon Gold 5220R160320480640800SE +/- 0.33, N = 3SE +/- 0.33, N = 3SE +/- 0.88, N = 3SE +/- 1.00, N = 3SE +/- 1.20, N = 3SE +/- 1.45, N = 3SE +/- 0.88, N = 3SE +/- 0.67, N = 3SE +/- 0.67, N = 3SE +/- 1.33, N = 3SE +/- 0.67, N = 3SE +/- 5.03, N = 35875435515645825927215096086535426556236736516131. (CXX) g++ options: -pthread -fomit-frame-pointer -fstrict-aliasing -ffast-math -O3

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 Platinum 8259CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CLEPYC 2 7R322 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CLXeon W-3275M2 x Xeon Silver 42162 x Xeon Gold 6226RXeon Gold 6226RXeon Silver 4216Xeon Gold 52182 x Xeon Platinum 8280Xeon Platinum 8280Xeon Gold 5220R2 x Xeon Gold 5220R1530456075SE +/- 0.05, N = 3SE +/- 0.06, N = 3SE +/- 0.09, N = 3SE +/- 0.03, N = 3SE +/- 0.04, N = 3SE +/- 0.15, N = 3SE +/- 0.48, N = 3SE +/- 0.14, N = 3SE +/- 0.18, N = 3SE +/- 0.05, N = 3SE +/- 0.08, N = 3SE +/- 0.31, N = 3SE +/- 0.11, N = 3SE +/- 0.12, N = 3SE +/- 0.23, N = 3SE +/- 0.21, N = 357.4058.2857.8354.3153.1452.6147.6565.6454.9554.7967.4658.4752.6951.4556.0254.551. (CXX) g++ options: -std=c++11 -fvisibility=hidden -fPIC -fno-strict-aliasing -O3 -rdynamic -lm -lpthread

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 Platinum 8259CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CLEPYC 2 7R322 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CLXeon W-3275M2 x Xeon Silver 42162 x Xeon Gold 6226RXeon Gold 6226RXeon Silver 4216Xeon Gold 52182 x Xeon Platinum 8280Xeon Platinum 8280Xeon Gold 5220R2 x Xeon Gold 5220R110220330440550SE +/- 0.33, N = 3SE +/- 2.33, N = 3SE +/- 2.33, N = 3SE +/- 1.00, N = 3SE +/- 0.58, N = 34104073994184434395083594374453654464494574444371. (CXX) g++ options: -pthread -fomit-frame-pointer -fstrict-aliasing -ffast-math -O3

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 Platinum 8259CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CLEPYC 2 7R322 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CLXeon W-3275M2 x Xeon Silver 42162 x Xeon Gold 6226RXeon Gold 6226RXeon Silver 4216Xeon Gold 52182 x Xeon Platinum 8280Xeon Platinum 8280Xeon Gold 5220R2 x Xeon Gold 5220R30060090012001500SE +/- 0.67, N = 3SE +/- 1.33, N = 3SE +/- 1.00, N = 3SE +/- 3.18, N = 3SE +/- 0.88, N = 3SE +/- 4.73, N = 3SE +/- 1.45, N = 3SE +/- 0.67, N = 3SE +/- 0.67, N = 3SE +/- 3.06, N = 3SE +/- 0.58, N = 3SE +/- 1.00, N = 3SE +/- 1.15, N = 3SE +/- 12.17, N = 3SE +/- 1.45, N = 3125012531252122611231133951134311041103134211011073107611141100

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 Platinum 8259CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CLXeon W-3275M2 x Xeon Silver 42162 x Xeon Gold 6226RXeon Gold 6226RXeon Silver 4216Xeon Gold 52182 x Xeon Platinum 8280Xeon Platinum 8280Xeon Gold 5220R2 x Xeon Gold 5220R612182430SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 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 +/- 0.00, N = 3SE +/- 0.00, N = 324.1924.1524.1526.1326.0918.5122.1325.1325.1322.1319.8122.6822.6818.8218.811. (CXX) g++ options: -march=native -O3 -lpthread

OpenBenchmarking.orgMiB/sec, More Is BetterSMHasher 2020-02-29Hash: wyhashXeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CLXeon W-3275M2 x Xeon Silver 42162 x Xeon Gold 6226RXeon Gold 6226RXeon Silver 42166K12K18K24K30KSE +/- 8.73, N = 3SE +/- 0.70, N = 3SE +/- 6.86, N = 3SE +/- 4.81, N = 3SE +/- 4.38, N = 3SE +/- 105.54, N = 3SE +/- 4.76, N = 3SE +/- 4.48, N = 3SE +/- 5.65, N = 3SE +/- 0.31, N = 320221.2520231.5820225.1818775.9418770.1526298.7722011.2019424.1119429.8722004.081. (CXX) g++ options: -march=native -O3 -lpthread

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 Platinum 8259CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CLEPYC 2 7R322 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CLXeon W-3275M2 x Xeon Silver 42162 x Xeon Gold 6226RXeon Gold 6226RXeon Silver 4216Xeon Gold 52182 x Xeon Platinum 8280Xeon Platinum 8280Xeon Gold 5220R2 x Xeon Gold 5220R80160240320400SE +/- 0.75, N = 3SE +/- 3.32, N = 3SE +/- 0.76, N = 3SE +/- 1.14, N = 3SE +/- 4.26, N = 3SE +/- 2.37, N = 3SE +/- 2.73, N = 3SE +/- 1.91, N = 3SE +/- 1.46, N = 3SE +/- 0.54, N = 3SE +/- 0.89, N = 3SE +/- 2.01, N = 3SE +/- 3.00, N = 3SE +/- 2.42, N = 3SE +/- 3.23, N = 3SE +/- 0.65, N = 3321.13293.53310.40323.58315.66338.44367.56262.78304.16318.87272.12315.14321.82330.33313.76300.73

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 8 - Process: DecompressionXeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CLEPYC 2 7R322 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CLXeon W-3275M2 x Xeon Silver 42162 x Xeon Gold 6226RXeon Gold 6226RXeon Silver 4216Xeon Gold 52182 x Xeon Platinum 8280Xeon Platinum 8280Xeon Gold 5220R2 x Xeon Gold 5220R30060090012001500SE +/- 0.67, N = 3SE +/- 11.50, N = 3SE +/- 1.53, N = 3SE +/- 0.67, N = 3SE +/- 1.45, N = 3SE +/- 1.86, N = 3SE +/- 1.53, N = 3SE +/- 1.33, N = 3SE +/- 1.53, N = 3SE +/- 0.58, N = 3SE +/- 0.33, N = 3SE +/- 1.53, N = 31089966101112669991053129893011001193998119511241224119411011. (CXX) g++ options: -pthread -fomit-frame-pointer -fstrict-aliasing -ffast-math -O3

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 Platinum 8259CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CLEPYC 2 7R322 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CLXeon W-3275M2 x Xeon Silver 42162 x Xeon Gold 6226RXeon Gold 6226RXeon Silver 4216Xeon Gold 52182 x Xeon Platinum 8280Xeon Platinum 8280Xeon Gold 5220R2 x Xeon Gold 5220R3691215SE +/- 0.128, N = 3SE +/- 0.128, N = 5SE +/- 0.094, N = 15SE +/- 0.062, N = 15SE +/- 0.138, N = 5SE +/- 0.114, N = 15SE +/- 0.023, N = 3SE +/- 0.104, N = 15SE +/- 0.096, N = 3SE +/- 0.056, N = 3SE +/- 0.075, N = 3SE +/- 0.029, N = 3SE +/- 0.148, N = 3SE +/- 0.016, N = 3SE +/- 0.021, N = 3SE +/- 0.117, N = 39.67210.2949.9499.23010.28910.9458.38010.97810.20610.33011.43011.1229.1378.20310.35510.449-llzma1. (CC) gcc options: -O3 -pthread -lz

Mlpack Benchmark

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

OpenBenchmarking.orgSeconds, Fewer Is BetterMlpack BenchmarkBenchmark: scikit_svmXeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CLEPYC 2 7R322 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CLXeon W-3275M2 x Xeon Silver 42162 x Xeon Gold 6226RXeon Gold 6226RXeon Silver 4216Xeon Gold 52182 x Xeon Platinum 8280Xeon Platinum 8280Xeon Gold 5220R2 x Xeon Gold 5220R510152025SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.09, N = 3SE +/- 0.01, N = 3SE +/- 0.06, N = 3SE +/- 0.19, N = 3SE +/- 0.06, N = 3SE +/- 0.13, N = 3SE +/- 0.00, N = 3SE +/- 0.04, N = 3SE +/- 0.02, N = 3SE +/- 0.09, N = 3SE +/- 0.07, N = 3SE +/- 0.09, N = 3SE +/- 0.04, N = 318.6719.6218.7615.1618.4216.8715.7821.0917.7717.9220.8917.9817.1917.1917.8217.92

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: Brotli 2 - Process: CompressionXeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CLEPYC 2 7R322 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CLXeon W-3275M2 x Xeon Silver 42162 x Xeon Gold 6226RXeon Gold 6226RXeon Silver 4216Xeon Gold 52182 x Xeon Platinum 8280Xeon Platinum 8280Xeon Gold 5220R2 x Xeon Gold 5220R4080120160200SE +/- 0.33, N = 3SE +/- 1.33, N = 3SE +/- 0.67, N = 3SE +/- 0.33, N = 3SE +/- 0.33, N = 3SE +/- 0.58, N = 3SE +/- 0.33, N = 31601591571651721701961421721761461761761811761721. (CXX) g++ options: -pthread -fomit-frame-pointer -fstrict-aliasing -ffast-math -O3

OpenBenchmarking.orgMB/s, More Is Betterlzbench 1.8Test: Zstd 1 - Process: DecompressionXeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CLEPYC 2 7R322 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CLXeon W-3275M2 x Xeon Silver 42162 x Xeon Gold 6226RXeon Gold 6226RXeon Silver 4216Xeon Gold 52182 x Xeon Platinum 8280Xeon Platinum 8280Xeon Gold 5220R2 x Xeon Gold 5220R30060090012001500SE +/- 0.67, N = 3SE +/- 0.67, N = 3SE +/- 0.33, N = 3SE +/- 2.65, N = 3SE +/- 1.33, N = 3SE +/- 0.67, N = 3SE +/- 0.33, N = 3SE +/- 2.00, N = 3SE +/- 0.67, N = 3106110321027114810901099129994311411182973118411681212118011471. (CXX) g++ options: -pthread -fomit-frame-pointer -fstrict-aliasing -ffast-math -O3

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: sha512Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CLEPYC 2 7R322 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CLXeon W-3275M2 x Xeon Silver 42162 x Xeon Gold 6226RXeon Gold 6226RXeon Silver 4216Xeon Gold 52182 x Xeon Platinum 8280Xeon Platinum 8280Xeon Gold 5220R2 x Xeon Gold 5220R120240360480600SE +/- 2.12, N = 3SE +/- 1.80, N = 3SE +/- 2.61, N = 3SE +/- 0.28, N = 3SE +/- 0.61, N = 3SE +/- 2.94, N = 3SE +/- 2.72, N = 3SE +/- 0.28, N = 3SE +/- 0.11, N = 3SE +/- 0.77, N = 3SE +/- 0.56, N = 3SE +/- 0.19, N = 3SE +/- 0.97, N = 3SE +/- 0.15, N = 3SE +/- 1.03, N = 3SE +/- 0.19, N = 3436.73438.23437.62478.09490.26487.55550.93401.13489.42488.81399.99489.51500.98501.98485.86489.151. (CC) gcc options: -O2 -ggdb3 -lnettle -lgmp -lm -lcrypto

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 Platinum 8259CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CLEPYC 2 7R322 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CLXeon W-3275M2 x Xeon Silver 42162 x Xeon Gold 6226RXeon Gold 6226RXeon Silver 4216Xeon Gold 52182 x Xeon Platinum 8280Xeon Platinum 8280Xeon Gold 5220R2 x Xeon Gold 5220R8001600240032004000SE +/- 1.29, N = 3SE +/- 2.97, N = 3SE +/- 1.57, N = 3SE +/- 22.45, N = 3SE +/- 1.27, N = 3SE +/- 0.96, N = 3SE +/- 3.72, N = 3SE +/- 1.18, N = 3SE +/- 0.77, N = 3SE +/- 1.26, N = 3SE +/- 1.23, N = 3SE +/- 1.15, N = 3SE +/- 5.39, N = 3SE +/- 4.11, N = 3SE +/- 1.90, N = 3SE +/- 5.10, N = 33152.503130.863147.913769.723430.773440.523866.092817.673410.383401.162823.603405.043514.603510.213398.403404.691. (CC) gcc options: -O3 -mavx2

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 Platinum 8259CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CLEPYC 2 7R322 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CLXeon W-3275M2 x Xeon Silver 42162 x Xeon Gold 6226RXeon Gold 6226RXeon Silver 4216Xeon Gold 52182 x Xeon Platinum 8280Xeon Platinum 8280Xeon Gold 5220R2 x Xeon Gold 5220R2004006008001000842.10841.32841.65730.70753.43753.64665.70907.76745.69746.69909.32747.84728.25728.36749.92746.92

OpenBenchmarking.orgSeconds, Fewer Is BetterRadiance Benchmark 5.0Test: SMP ParallelXeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CLEPYC 2 7R322 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CLXeon W-3275M2 x Xeon Silver 42162 x Xeon Gold 6226RXeon Gold 6226RXeon Silver 4216Xeon Gold 52182 x Xeon Platinum 8280Xeon Platinum 8280Xeon Gold 5220R2 x Xeon Gold 5220R70140210280350273.13255.59258.34219.65227.16232.70219.84281.25233.04242.00299.74241.90226.08235.00242.52230.56

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: Crush 0 - Process: CompressionXeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CLEPYC 2 7R322 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CLXeon W-3275M2 x Xeon Silver 42162 x Xeon Gold 6226RXeon Gold 6226RXeon Silver 4216Xeon Gold 52182 x Xeon Platinum 8280Xeon Platinum 8280Xeon Gold 5220R2 x Xeon Gold 5220R20406080100SE +/- 0.33, N = 3SE +/- 0.58, N = 3SE +/- 1.00, N = 3SE +/- 0.33, N = 3SE +/- 0.33, N = 3SE +/- 0.33, N = 3SE +/- 0.33, N = 391868881959410980919582969610198931. (CXX) g++ options: -pthread -fomit-frame-pointer -fstrict-aliasing -ffast-math -O3

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: Apache Spark PageRankXeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CLEPYC 2 7R322 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CLXeon W-3275M2 x Xeon Silver 42162 x Xeon Gold 6226RXeon Gold 6226RXeon Silver 4216Xeon Gold 52182 x Xeon Platinum 8280Xeon Platinum 8280Xeon Gold 5220R2 x Xeon Gold 5220R6K12K18K24K30KSE +/- 154.16, N = 5SE +/- 232.21, N = 5SE +/- 278.82, N = 5SE +/- 198.48, N = 5SE +/- 286.23, N = 5SE +/- 181.72, N = 25SE +/- 165.27, N = 5SE +/- 374.59, N = 5SE +/- 165.91, N = 5SE +/- 29.95, N = 5SE +/- 195.96, N = 5SE +/- 172.76, N = 5SE +/- 286.23, N = 6SE +/- 169.44, N = 5SE +/- 217.63, N = 5SE +/- 255.27, N = 522226.8525636.6925275.1621641.9524666.3624505.9621015.5428045.9224522.2221743.0225271.4323703.0323588.4020621.2321704.4924540.72

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: regex_compileXeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CLEPYC 2 7R32Xeon W-3275M2 x Xeon Silver 42162 x Xeon Gold 6226RXeon Gold 6226RXeon Silver 4216Xeon Gold 52182 x Xeon Platinum 8280Xeon Platinum 8280Xeon Gold 5220R2 x Xeon Gold 5220R50100150200250SE +/- 0.33, N = 3SE +/- 0.33, N = 3SE +/- 1.20, N = 3200200200213157204167168204167164164168167

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 Platinum 8259CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CLEPYC 2 7R322 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CLXeon W-3275M2 x Xeon Silver 42162 x Xeon Gold 6226RXeon Gold 6226RXeon Silver 4216Xeon Gold 52182 x Xeon Platinum 8280Xeon Platinum 8280Xeon Gold 5220R2 x Xeon Gold 5220R12002400360048006000SE +/- 22.03, N = 4SE +/- 11.32, N = 4SE +/- 56.00, N = 4SE +/- 10.59, N = 4SE +/- 14.64, N = 4SE +/- 21.20, N = 4SE +/- 10.08, N = 4SE +/- 36.99, N = 4SE +/- 35.02, N = 4SE +/- 11.58, N = 4SE +/- 10.79, N = 4SE +/- 26.49, N = 4SE +/- 19.30, N = 4SE +/- 15.39, N = 4SE +/- 23.48, N = 45012516151725246475946854321580248064609576850964711454748344877

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: Water CausticXeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CLEPYC 2 7R322 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CLXeon W-3275M2 x Xeon Silver 42162 x Xeon Gold 6226RXeon Gold 6226RXeon Silver 4216Xeon Gold 52182 x Xeon Platinum 8280Xeon Platinum 8280Xeon Gold 5220R2 x Xeon Gold 5220R714212835SE +/- 0.06, N = 3SE +/- 0.17, N = 3SE +/- 0.09, N = 3SE +/- 0.02, N = 3SE +/- 0.07, N = 3SE +/- 0.12, N = 3SE +/- 0.10, N = 3SE +/- 0.03, N = 3SE +/- 0.05, N = 3SE +/- 0.07, N = 3SE +/- 0.12, N = 3SE +/- 0.02, N = 3SE +/- 0.06, N = 3SE +/- 0.08, N = 3SE +/- 0.07, N = 3SE +/- 0.04, N = 325.3624.7824.5422.3222.7122.7621.5527.3923.1924.0928.9025.9621.5922.0225.0123.34-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 -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-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

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 8 - Process: CompressionXeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CLEPYC 2 7R322 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CLXeon W-3275M2 x Xeon Silver 42162 x Xeon Gold 6226RXeon Gold 6226RXeon Silver 4216Xeon Gold 52182 x Xeon Platinum 8280Xeon Platinum 8280Xeon Gold 5220R2 x Xeon Gold 5220R20406080100717169837573846372746474757776741. (CXX) g++ options: -pthread -fomit-frame-pointer -fstrict-aliasing -ffast-math -O3

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 Platinum 8259CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CLEPYC 2 7R322 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CLXeon W-3275M2 x Xeon Silver 42162 x Xeon Gold 6226RXeon Gold 6226RXeon Silver 4216Xeon Gold 52182 x Xeon Platinum 8280Xeon Platinum 8280Xeon Gold 5220R2 x Xeon Gold 5220R2K4K6K8K10KSE +/- 35.89, N = 5SE +/- 54.97, N = 5SE +/- 20.56, N = 5SE +/- 29.54, N = 5SE +/- 19.51, N = 5SE +/- 21.19, N = 5SE +/- 31.93, N = 5SE +/- 82.66, N = 9SE +/- 78.90, N = 5SE +/- 46.73, N = 5SE +/- 17.62, N = 5SE +/- 41.65, N = 5SE +/- 56.89, N = 13SE +/- 19.31, N = 5SE +/- 50.08, N = 5SE +/- 62.31, N = 57200.757566.347256.926577.347042.356733.166970.908583.017231.016999.508634.698286.126890.616664.257556.337414.62

OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.10.0Test: Savina Reactors.IOXeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CLEPYC 2 7R322 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CLXeon W-3275M2 x Xeon Silver 42162 x Xeon Gold 6226RXeon Gold 6226RXeon Silver 4216Xeon Gold 52182 x Xeon Platinum 8280Xeon Platinum 8280Xeon Gold 5220R2 x Xeon Gold 5220R6K12K18K24K30KSE +/- 428.64, N = 25SE +/- 502.20, N = 25SE +/- 482.43, N = 25SE +/- 365.25, N = 20SE +/- 504.51, N = 25SE +/- 568.00, N = 25SE +/- 599.32, N = 25SE +/- 436.95, N = 25SE +/- 633.76, N = 25SE +/- 426.81, N = 25SE +/- 251.20, N = 25SE +/- 516.85, N = 25SE +/- 474.27, N = 25SE +/- 593.14, N = 25SE +/- 389.39, N = 25SE +/- 496.64, N = 2526711.1728251.8328107.0419303.5627361.6026906.8925186.6728596.1127973.0027198.8622798.3827198.0826764.9421975.1222776.3026257.01

OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.10.0Test: Apache Spark BayesXeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CLEPYC 2 7R322 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CLXeon W-3275M2 x Xeon Silver 42162 x Xeon Gold 6226RXeon Gold 6226RXeon Silver 4216Xeon Gold 52182 x Xeon Platinum 8280Xeon Platinum 8280Xeon Gold 5220R2 x Xeon Gold 5220R11002200330044005500SE +/- 26.07, N = 25SE +/- 55.66, N = 25SE +/- 47.41, N = 25SE +/- 26.28, N = 25SE +/- 57.72, N = 25SE +/- 90.85, N = 25SE +/- 30.38, N = 7SE +/- 65.14, N = 25SE +/- 38.94, N = 25SE +/- 28.09, N = 25SE +/- 37.40, N = 25SE +/- 26.06, N = 25SE +/- 36.17, N = 25SE +/- 19.41, N = 5SE +/- 38.41, N = 5SE +/- 42.87, N = 253017.333813.753495.613057.064510.835185.622743.624199.413405.412856.853588.693477.333228.632674.183150.103662.77

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 Platinum 8259CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CLEPYC 2 7R32Xeon W-3275M2 x Xeon Silver 42162 x Xeon Gold 6226RXeon Gold 6226RXeon Silver 4216Xeon Gold 52182 x Xeon Platinum 8280Xeon Platinum 8280Xeon Gold 5220R2 x Xeon Gold 5220R0.33530.67061.00591.34121.6765SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.03, N = 15SE +/- 0.00, N = 3SE +/- 0.02, N = 15SE +/- 0.04, N = 15SE +/- 0.04, N = 15SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.02, N = 15SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 31.110.630.780.361.141.000.931.271.491.370.690.961.281.061. (F9X) gfortran options: -O3 -march=native -funroll-loops -fopenmp

119 Results Shown

MKL-DNN DNNL
ArrayFire:
  Conjugate Gradient CPU
  BLAS CPU
MKL-DNN DNNL:
  Convolution Batch conv_alexnet - f32
  Convolution Batch conv_all - u8s8f32
  Convolution Batch conv_googlenet_v3 - f32
  Convolution Batch conv_alexnet - u8s8f32
  Convolution Batch conv_all - f32
  Deconvolution Batch deconv_3d - f32
  IP Batch All - u8s8f32
  Convolution Batch conv_alexnet - bf16bf16bf16
  Convolution Batch conv_all - bf16bf16bf16
  Convolution Batch conv_googlenet_v3 - bf16bf16bf16
OSPray:
  NASA Streamlines - Path Tracer
  XFrog Forest - SciVis
  XFrog Forest - Path Tracer
MKL-DNN DNNL
OSPray
MKL-DNN DNNL
OSPray
Embree
OSPray
High Performance Conjugate Gradient
Embree:
  Pathtracer ISPC - Asian Dragon
  Pathtracer ISPC - Asian Dragon Obj
MKL-DNN DNNL
LuxCoreRender
Blender
NAMD
LuxCoreRender
MKL-DNN DNNL
John The Ripper
Blender
John The Ripper
MKL-DNN DNNL
Intel MPI Benchmarks
MKL-DNN DNNL
NAS Parallel Benchmarks
OSPray
NAS Parallel Benchmarks
MKL-DNN DNNL:
  Deconvolution Batch deconv_all - bf16bf16bf16
  Deconvolution Batch deconv_3d - u8s8f32
Blender
Embree
Stockfish
asmFish
Chaos Group V-RAY
Embree:
  Pathtracer - Asian Dragon
  Pathtracer - Asian Dragon Obj
Blender
MKL-DNN DNNL:
  IP Batch 1D - bf16bf16bf16
  IP Batch 1D - f32
NAS Parallel Benchmarks
Blender
LAMMPS Molecular Dynamics Simulator
Appleseed
MKL-DNN DNNL
Tungsten Renderer
Basis Universal
NAS Parallel Benchmarks
Timed Linux Kernel Compilation
NAS Parallel Benchmarks
dav1d
PostgreSQL pgbench
MKL-DNN DNNL
dav1d
Intel Open Image Denoise
Timed LLVM Compilation
NAS Parallel Benchmarks
dav1d
Appleseed
SVT-AV1:
  Enc Mode 8 - 1080p
  Enc Mode 4 - 1080p
Timed MrBayes Analysis
PyPerformance
Mlpack Benchmark
PostgreSQL pgbench
Mlpack Benchmark
DeepSpeech
Build2
Mlpack Benchmark
SVT-VP9
Timed GCC Compilation
Timed GDB GNU Debugger Compilation
Appleseed
Nettle:
  poly1305-aes
  chacha
  aes256
lzbench
PHPBench
PyPerformance:
  float
  django_template
Scikit-Learn
lzbench
Basis Universal
lzbench
PyBench
SMHasher:
  wyhash:
    cycles/hash
    MiB/sec
Numpy Benchmark
lzbench
Zstd Compression
Mlpack Benchmark
lzbench:
  Brotli 2 - Compression
  Zstd 1 - Decompression
Nettle
Himeno Benchmark
Radiance Benchmark:
  Serial
  SMP Parallel
lzbench
Renaissance
PyPerformance
DaCapo Benchmark
Tungsten Renderer
lzbench
Renaissance:
  Scala Dotty
  Savina Reactors.IO
  Apache Spark Bayes
CloverLeaf