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 Testsbuild-gcc: Time To Compilemkl-dnn: Convolution Batch conv_all - bf16bf16bf16mkl-dnn: Convolution Batch conv_all - u8s8f32mkl-dnn: Convolution Batch conv_all - f32mkl-dnn: Deconvolution Batch deconv_all - bf16bf16bf16mkl-dnn: Deconvolution Batch deconv_all - f32blender: Barbershop - CPU-Onlybuild-llvm: Time To Compilehpcg: pgbench: Buffer Test - Normal Load - Read Writeblender: Pabellon Barcelona - CPU-Onlyradiance: Serialmlpack: scikit_linearridgeregressionnumpy: pgbench: Buffer Test - Normal Load - Read Onlyrenaissance: Savina Reactors.IOblender: Classroom - CPU-Onlymlpack: scikit_qdadav1d: Chimera 1080p 10-bitasmfish: 1024 Hash Memory, 26 Depthospray: San Miguel - Path Tracerluxcorerender: Rainbow Colors and Prismmrbayes: Primate Phylogeny Analysisbuild-gdb: Time To Compileappleseed: Emilyospray: XFrog Forest - SciVismkl-dnn: Convolution Batch conv_googlenet_v3 - bf16bf16bf16ospray: XFrog Forest - Path Tracermkl-dnn: Convolution Batch conv_googlenet_v3 - u8s8f32mkl-dnn: Convolution Batch conv_googlenet_v3 - f32blender: Fishy Cat - CPU-Onlydeepspeech: CPUospray: San Miguel - SciVisappleseed: Material Testerbuild-linux-kernel: Time To Compilemlpack: scikit_icapyperformance: python_startupradiance: SMP Parallelbuild2: Time To Compileblender: BMW27 - CPU-Onlyospray: NASA Streamlines - Path Tracerappleseed: Disney Materialstockfish: Total Timev-ray: CPUnpb: EP.Drenaissance: Apache Spark PageRankluxcorerender: DLSCrenaissance: Apache Spark Bayesjohn-the-ripper: MD5namd: ATPase Simulation - 327,506 Atomsmkl-dnn: Convolution Batch conv_3d - u8s8f32basis: ETC1Spyperformance: floathimeno: Poisson Pressure Solvermkl-dnn: IP Batch All - u8s8f32mkl-dnn: IP Batch All - f32pyperformance: regex_compilenpb: BT.Cmkl-dnn: Convolution Batch conv_3d - bf16bf16bf16embree: Pathtracer - Asian Dragon Objembree: Pathtracer ISPC - Asian Dragon Objpyperformance: django_templatebasis: UASTC Level 3mkl-dnn: IP Batch 1D - f32john-the-ripper: Blowfishospray: NASA Streamlines - SciVislzbench: Crush 0 - Decompressionlzbench: Crush 0 - Compressionnpb: LU.Ctungsten: Water Causticintel-mpi: IMB-P2P PingPongembree: Pathtracer ISPC - Crownpybench: Total For Average Test Timesembree: Pathtracer - Crownlzbench: Zstd 8 - Decompressionlzbench: Zstd 8 - Compressionlzbench: Brotli 2 - Decompressionlzbench: Brotli 2 - Compressionlzbench: Zstd 1 - Decompressionlzbench: Zstd 1 - Compressionmlpack: scikit_svmmkl-dnn: Deconvolution Batch deconv_3d - u8s8f32embree: Pathtracer - Asian Dragonsvt-av1: Enc Mode 4 - 1080pmkl-dnn: Convolution Batch conv_alexnet - bf16bf16bf16mkl-dnn: Deconvolution Batch deconv_1d - u8s8f32mkl-dnn: Deconvolution Batch deconv_1d - bf16bf16bf16compress-zstd: Compressing ubuntu-16.04.3-server-i386.img, Compression Level 19mkl-dnn: Deconvolution Batch deconv_1d - f32embree: Pathtracer ISPC - Asian Dragondav1d: Summer Nature 4Kmkl-dnn: Convolution Batch conv_alexnet - u8s8f32arrayfire: BLAS CPUphpbench: PHP Benchmark Suitemkl-dnn: Convolution Batch conv_alexnet - f32renaissance: Scala Dottyospray: Magnetic Reconnection - SciVismkl-dnn: IP Batch 1D - bf16bf16bf16dav1d: Summer Nature 1080parrayfire: Conjugate Gradient CPUtungsten: Hairnpb: SP.Bsvt-av1: Enc Mode 8 - 1080psmhasher: wyhashsmhasher: wyhashscikit-learn: dacapobench: Jythonsvt-vp9: Visual Quality Optimized - Bosphorus 1080pnpb: MG.Coidn: Memorialnettle: aes256npb: EP.Clammps: Rhodopsin Proteinmkl-dnn: Deconvolution Batch deconv_3d - bf16bf16bf16mkl-dnn: Deconvolution Batch deconv_3d - f32cloverleaf: Lagrangian-Eulerian Hydrodynamicsnettle: sha512nettle: chachanettle: poly1305-aes2 x Xeon Gold 5220RXeon Gold 5220RXeon Platinum 82802 x Xeon Platinum 8280Xeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216Xeon W-3275M2 x Xeon Platinum 8275CL2 x Xeon Platinum 8275CL NUMA offEPYC 2 7R322 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA offXeon Platinum 8259CL1060.5783917.522479.28999.5443152.411278.25260.56286.78225.630334227.724903208.30746.9182.39300.73598798.57132426257.008165.9642.6970.81855018513.954.46134.928146.439180.6457977.19187.1683.9815.754254.819098.24125.1186343.48189.45965336.69977.4111.2230.56172.15160.6710.4288.85663474235829402703780.5924540.7204.443662.76748210000.603334896.4154.5541133404.6908614.0860510.6348167100761.2915.217732.330137.149847.327.9812.230095132455.5641993108883.4023.336719650424.33333333.4469110029.5153110174613172114743717.923112.3635.87575.302712.2010.5608907.2297510.4492.1268043.0983177.8935.97782359.13631283122.7617414.61947.625.72791321.849.89811.072650932.8849.20918.80610.4584877237.5758984.1827.976159.213768.6617.3789.425912.697001.06489.151024.9752797.221167.6837839.954826.711948.775695.581920.74456.47430.42613.352945518.593515404.78749.9232.25313.76383120.69050922776.295328.8134.2458.05432179392.142.48134.483151.909284.279743.70369.2872.0628.4532108.161175.95126.0780123.26162.86035359.01268.1911.3242.51591.641113.305.38158.7723838167326218861966.6121704.4852.323150.09625060001.157459696.9256.0181143398.3974554.610548.9079516850787.7929.917317.795720.341847.146.7084.499852554728.574289856744.8725.008010276849.52173917.6604111416.0514119476651176118044417.826072.5719.61054.2851433.470.84370913.142810.3553.3643223.6042160.5966.73521201.54629690244.7457556.32927.038.68590274.986.40918.984023346.5633.08818.81510.1124834224.0131197.2218.416133.911863.159.53516.82534.889661.28485.861020.0932779.781063.7053497.472846.12765.7452935.991113.54287.80308.74114.909753139.057777246.31728.3611.67330.33560887.76669621975.122198.2530.4565.40687620753.524.11128.848144.643197.6495056.25166.9843.4611.290042.0758110.67118.0937738.46123.97910340.89867.3611.223574.11869.809.49103.83309962891312347103283.3820621.2293.792674.17540900000.707095919.9451.4461093510.2051593.231216.7950916471842.3414.078029.206133.049046.230.6892.39451428645044010174255.6722.016716653864.76811628.7730107626.2800122477673181121245717.193716.9832.24746.030637.3740.3710366.553748.2031.4623238.3100199.0826.83913432.1664916494.19376664.25442.874.83170323.204.11512.686332682.1451.91722.6789.1274547265.4037089.0531.106313.163194.1815.3147.696051.962790.96501.981051.1112867.481005.5301766.351517.44496.8161779.15881.783187.33221.51528.854224466.911227129.01728.2461.82321.82909916.49008626764.941100.4738.3585.141338398966.537.15129.986142.695154.98075212.0586.53916.677.4605023.177266.39122.2246869.52193.4424127.30963.3511.2226.07662.77638.7918.1868.618272119715795643316284.6523588.3977.193228.63378800000.362263005.4852.6941093514.6041063.110029.52466164136046.537.9291251.785358.694545.919.8851.639868408490.9142896140090.3221.589631821690.55072553.2304107345.6121112475623176116844917.191893.7257.48707.033320.0600.3944554.068479.1371.2402968.4241221.3119.81433430.2864969349.84376890.60671.433.65964409.887.4817.8270670893.4156.98222.6779.3924711233.1769175.1234.496320.006104.9424.7884.358171.136080.69500.981051.9362868.691218.87410255.25840.262363.006721.021699.69589.07501.21813.013840894.896756531.98747.8442.46315.14322051.63118727198.080433.4237.4155.88365618171.751.88147.734156.299328.1391333.01484.5941.6834.6031131.088229.28128.4069218.87179.75150567.15668.7811.1241.897101.716149.394.37182.55797232424332169811635.7823703.0291.743477.33119126671.5116811821.358.4731143405.0358974.838759.3095916748617.0539.998513.852616.768547.255.2094.756962140323.264309648143.4925.96359066471.043478314.4163110112.3882119574655176118444617.987189.0315.31043.3391874.470.97673016.548411.1223.9948819.4321136.8681.07051002.09632455298.3008286.12322.228.8271265.467.04222.486622329.3427.19319.80610.2865096172.8230328.6515.806164.791621.488.15821.42905.804201.37489.511024.4932798.561398.02010258.06241.163129.936721.542201.04593.13531.15211.888340373.304894531.39909.3182.97272.12313376.77991722798.382432.1140.7550.10350854961.401.88193.466177.772345.3899612.34484.8951.3145.0502171.428229.71135.9974414.71188.77675671.77081.3615.4299.739109.699149.023.41194.40184331174576171051571.4925271.4331.773588.69218933331.5172112300.367.4611372823.5953645.5927510.193020446389.7940.019213.882713.491857.558.2465.166582042418.183538246723.0128.89798923779.550724611.3827134212.43169986454214697336520.897457.8615.27963.3091875.231.2737516.551611.4305.3108715.5911132.46105.826765.491515697395.4418634.69117.9410.9014232.357.81923.612921149.6826.46022004.0822.13112.0305768173.1828301.1312.855024.391545.507.81021.47557.636461.49399.99837.6122291.691092.5875709.174478.931227.073966.73983.913453.22433.19113.958146503.283040400.96746.6871.93318.87376860.31861527198.856321.5331.9662.32446149252.022.51123.702139.120276.7686543.68269.9912.0217.973569.1431173.95119.7871722.69156.60561457.77261.8211.0242.00288.977111.825.52155.22801439776292220742094.5321743.0192.352856.85025830001.135869374.6054.7901153401.1571354.538218.8423316856576.1222.424317.422319.322847.344.9434.413662712629.414299558594.5024.087410620968.608695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9.97669200104107.999.2066542.761350.976964.223.0881.576877088876.9239488120961.9124.543731988149.24637746.1757125238.1222101169551157102739918.762238.0546.79205.955399.2980.3762224.490399.9491.2579559.0563215.6422.38305319.5857348356.64657256.92062.54.48918431.768.4309.2621753978.9053.04020225.1824.15112.4595172229.9163393.3533.895513.085052.6322.5354.871941.266490.78437.62917.7502497.861073.7622198.181734.20461.9351904.45743.695211.37244.94016.51713168.732081157.99841.3232.42293.53790827.57246428251.828124.6741.2988.661050706065.545.52141.898146.435163.70723210.32106.7145.717.6365125.067279.22135.0510061.58197.29377429.27657.6922.6255.58869.19548.0015.5473.216224104106676530515284.3425636.6945.863813.74666083330.454223548.6058.2801233130.8587132.781936.6584220084766.149.1875142.494650.864864.123.1471.537297095576.923968694642.9924.779232444647.43478346.4184125338.103396671543159103240719.622252.6746.90845.996399.3080.3614144.4652310.2941.2258959.0502212.9919.37235650.7157434855.35657566.34262.54.46440400.247.6049.0907338493.5752.31420231.5824.15412.9545161229.5343490.1533.105523.315059.0221.8874.856891.263950.63438.23917.5052516.871067.6414364.003402.07874.2013368.211029.24350.47317.61013.64255941.318141305.20842.0992.00321.13512031.41923126711.173246.8131.9867.33593507943.003.30138.846132.228219.31975.38207.9112.9612.705948.0640134.22117.3569232.97127.99629641.13761.2011.4273.12576.14786.898.09120.16934654437117290612677.6422226.8453.043017.32533840000.869257095.6257.3991223152.5014373.432367.8907120051975.3517.321723.719228.292864.135.9832.699773559943.484049165522.4625.355516759832.2608724.7267125021.3829108971587160106141018.674426.0626.06385.112796.7530.4156147.982929.6721.6392832.9088205.6330.88002950.16569793107.8047200.75237.045.69900353.784.67714.804624288.3446.87320221.2524.18712.0885012256.2433490.0327.995517.022641.3213.0409.371072.200531.11436.73920.5132492.48OpenBenchmarking.org

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 Compile2 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 8259CL30060090012001500SE +/- 1.42, N = 3SE +/- 0.07, N = 3SE +/- 0.29, N = 3SE +/- 0.24, N = 3SE +/- 0.04, N = 3SE +/- 1.02, N = 3SE +/- 0.43, N = 3SE +/- 0.70, N = 3SE +/- 0.64, N = 3SE +/- 0.44, N = 3SE +/- 5.92, N = 3SE +/- 1.25, N = 3SE +/- 0.63, N = 3SE +/- 0.68, N = 3SE +/- 1.08, N = 3SE +/- 0.67, N = 31060.581167.681063.711005.531218.871398.021092.59996.901268.82994.58966.601032.98849.191012.041073.761067.64

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_all - Data Type: bf16bf16bf162 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 off2 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA offXeon Platinum 8259CL2K4K6K8K10KSE +/- 3.93, N = 3SE +/- 4.68, N = 3SE +/- 0.26, N = 3SE +/- 1.13, N = 3SE +/- 0.34, N = 3SE +/- 0.35, N = 3SE +/- 0.12, N = 3SE +/- 2.73, N = 3SE +/- 6.81, N = 3SE +/- 0.11, N = 3SE +/- 0.16, N = 3SE +/- 0.26, N = 3SE +/- 0.11, N = 3SE +/- 0.30, N = 3SE +/- 0.11, N = 33917.527839.953497.471766.3510255.2010258.005709.172871.115156.693880.441919.501918.282197.812198.184364.00MIN: 3906.67MIN: 7795.37MIN: 3490.41MIN: 10250.1MIN: 10250.4MIN: 5699.77MIN: 2860.81MIN: 5142.07MIN: 3767MIN: 1911.94MIN: 1911.42MIN: 2191.04MIN: 2191.82MIN: 4358.261. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl

OpenBenchmarking.orgms, Fewer Is BetterMKL-DNN DNNL 1.1Harness: Convolution Batch conv_all - Data Type: u8s8f322 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 8259CL3K6K9K12K15KSE +/- 2.07, N = 3SE +/- 4.48, N = 3SE +/- 1.24, N = 3SE +/- 3.12, N = 3SE +/- 1.57, N = 3SE +/- 4.87, N = 3SE +/- 7.74, N = 3SE +/- 10.67, N = 3SE +/- 23.72, N = 3SE +/- 15.10, N = 3SE +/- 3.97, N = 3SE +/- 0.40, N = 3SE +/- 19.01, N = 3SE +/- 1.51, N = 3SE +/- 0.82, N = 3SE +/- 4.13, N = 32479.284826.712846.121517.445840.266241.164478.932377.913215.172967.922023.471708.0511728.801793.751734.203402.07MIN: 4806.63MIN: 2813.78MIN: 5831.48MIN: 6214.68MIN: 4461.44MIN: 3181.24MIN: 2893.12MIN: 11565.1MIN: 3393.591. (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: f322 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 8259CL7001400210028003500SE +/- 0.29, N = 3SE +/- 1.16, N = 3SE +/- 0.39, N = 3SE +/- 0.78, N = 3SE +/- 0.47, N = 3SE +/- 1.30, N = 3SE +/- 0.59, N = 3SE +/- 0.79, N = 3SE +/- 1.69, N = 3SE +/- 0.68, N = 3SE +/- 7.07, N = 3SE +/- 5.95, N = 3SE +/- 2.05, N = 3SE +/- 0.29, N = 3SE +/- 0.29, N = 3SE +/- 0.32, N = 3999.541948.77765.75496.822363.003129.931227.07694.321578.24878.391206.22650.98710.14559.47461.94874.20MIN: 995.71MIN: 1927.2MIN: 755.35MIN: 2357.87MIN: 3085.85MIN: 1218.34MIN: 686.24MIN: 1571.3MIN: 819.94MIN: 1181.19MIN: 639.1MIN: 700.52MIN: 553.8MIN: 868.411. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl

OpenBenchmarking.orgms, Fewer Is BetterMKL-DNN DNNL 1.1Harness: Deconvolution Batch deconv_all - Data Type: bf16bf16bf162 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 off2 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA offXeon Platinum 8259CL14002800420056007000SE +/- 3.03, N = 3SE +/- 3.12, N = 3SE +/- 5.43, N = 3SE +/- 0.87, N = 3SE +/- 0.83, N = 3SE +/- 0.10, N = 3SE +/- 1.02, N = 3SE +/- 5.08, N = 3SE +/- 3.93, N = 3SE +/- 4.61, N = 3SE +/- 16.35, N = 3SE +/- 3.70, N = 3SE +/- 0.13, N = 3SE +/- 0.44, N = 3SE +/- 0.16, N = 33152.415695.582935.991779.156721.026721.543966.732169.933600.953293.941730.801705.351904.281904.453368.21MIN: 3140.75MIN: 5644.95MIN: 2926MIN: 1772.45MIN: 6716.04MIN: 6717.72MIN: 3962.44MIN: 2158.31MIN: 3588.76MIN: 3137.48MIN: 1701.4MIN: 1696.57MIN: 1898.87MIN: 1899.24MIN: 3365.011. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl

OpenBenchmarking.orgms, Fewer Is BetterMKL-DNN DNNL 1.1Harness: Deconvolution Batch deconv_all - Data Type: f322 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 8259CL5001000150020002500SE +/- 1.51, N = 3SE +/- 0.74, N = 3SE +/- 0.33, N = 3SE +/- 0.39, N = 3SE +/- 0.44, N = 3SE +/- 7.40, N = 3SE +/- 0.49, N = 3SE +/- 0.89, N = 3SE +/- 0.28, N = 3SE +/- 16.26, N = 5SE +/- 2.10, N = 3SE +/- 0.18, N = 3SE +/- 1.29, N = 3SE +/- 0.85, N = 3SE +/- 0.88, N = 3SE +/- 0.97, N = 31278.251920.741113.54881.781699.692201.04983.91711.391364.261292.62981.06910.141485.47739.16743.701029.24MIN: 1270.58MIN: 1902.55MIN: 1108.65MIN: 874.01MIN: 1694.75MIN: 2184.66MIN: 975.96MIN: 703.37MIN: 1356.18MIN: 1177.9MIN: 965.05MIN: 903.49MIN: 1462.15MIN: 731.99MIN: 737.27MIN: 1023.451. (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: Barbershop - Compute: CPU-Only2 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 8259CL130260390520650SE +/- 0.30, N = 3SE +/- 0.20, N = 3SE +/- 0.20, N = 3SE +/- 0.40, N = 3SE +/- 0.20, N = 3SE +/- 0.17, N = 3SE +/- 0.44, N = 3SE +/- 0.25, N = 3SE +/- 0.10, N = 3SE +/- 0.22, N = 3SE +/- 0.15, N = 3SE +/- 0.12, N = 3SE +/- 0.49, N = 3SE +/- 0.16, N = 3SE +/- 0.10, N = 3SE +/- 0.10, N = 3260.56456.47287.80187.33589.07593.13453.22257.01333.40304.79189.55190.01177.79211.33211.37350.47

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 Compile2 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 8259CL110220330440550SE +/- 2.03, N = 3SE +/- 1.84, N = 3SE +/- 4.79, N = 3SE +/- 1.01, N = 3SE +/- 3.37, N = 3SE +/- 2.53, N = 3SE +/- 2.13, N = 3SE +/- 3.51, N = 3SE +/- 1.73, N = 3SE +/- 2.68, N = 3SE +/- 1.63, N = 3SE +/- 3.50, N = 3SE +/- 0.72, N = 3SE +/- 1.13, N = 3SE +/- 1.40, N = 3SE +/- 5.07, N = 3286.78430.43308.74221.52501.22531.15433.19279.68347.83281.68218.05244.91200.04232.05244.94317.61

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 3.12 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 8259CL714212835SE +/- 0.15366, N = 3SE +/- 0.08231, N = 3SE +/- 0.04073, N = 3SE +/- 0.24605, N = 3SE +/- 0.01417, N = 3SE +/- 0.03282, N = 3SE +/- 0.02780, N = 3SE +/- 0.12533, N = 3SE +/- 0.00847, N = 3SE +/- 0.15186, N = 3SE +/- 0.60187, N = 9SE +/- 0.06827, N = 7SE +/- 0.00395, N = 3SE +/- 0.12742, N = 3SE +/- 0.00225, N = 3SE +/- 0.03425, N = 325.6303013.3529014.9097028.8542013.0138011.8883013.9581026.5910023.1574014.162308.414056.3297117.0608027.1060016.5171013.642501. (CXX) g++ options: -O3 -ffast-math -ftree-vectorize -pthread -lmpi_cxx -lmpi

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 Write2 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 8259CL11K22K33K44K55KSE +/- 158.35, N = 3SE +/- 54.71, N = 3SE +/- 370.72, N = 3SE +/- 19.82, N = 3SE +/- 1.34, N = 3SE +/- 132.22, N = 3SE +/- 56.97, N = 3SE +/- 119.26, N = 3SE +/- 220.44, N = 3SE +/- 85.02, N = 3SE +/- 141.57, N = 6SE +/- 38.08, N = 3SE +/- 319.58, N = 12SE +/- 56.30, N = 3SE +/- 408.27, N = 6SE +/- 245.15, N = 1234227.7245518.5953139.0624466.9140894.9040373.3046503.2837715.2234916.0311704.233890.773197.746105.734009.413168.735941.321. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -lcrypt -ldl -lm

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-Only2 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 8259CL120240360480600SE +/- 0.10, N = 3SE +/- 0.03, N = 3SE +/- 0.05, N = 3SE +/- 0.26, N = 3SE +/- 0.31, N = 3SE +/- 0.46, N = 3SE +/- 0.22, N = 3SE +/- 0.09, N = 3SE +/- 0.50, N = 3SE +/- 0.73, N = 3SE +/- 0.15, N = 3SE +/- 0.11, N = 3SE +/- 0.51, N = 3SE +/- 0.05, N = 3SE +/- 0.13, N = 3SE +/- 0.07, N = 3208.30404.78246.31129.01531.98531.39400.96207.41272.72265.41139.11139.00132.04158.13157.99305.20

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: Serial2 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 8259CL2004006008001000746.92749.92728.36728.25747.84909.32746.69745.69907.76665.70753.64753.43730.70841.65841.32842.10

Mlpack Benchmark

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

OpenBenchmarking.orgSeconds, Fewer Is BetterMlpack BenchmarkBenchmark: scikit_linearridgeregression2 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 8259CL0.67281.34562.01842.69123.364SE +/- 0.06, N = 12SE +/- 0.03, N = 3SE +/- 0.02, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 7SE +/- 0.04, N = 3SE +/- 0.03, N = 3SE +/- 0.04, N = 15SE +/- 0.02, N = 3SE +/- 0.02, N = 3SE +/- 0.04, N = 15SE +/- 0.03, N = 15SE +/- 0.02, N = 3SE +/- 0.02, N = 15SE +/- 0.02, N = 12SE +/- 0.02, N = 152.392.251.671.822.462.971.932.082.991.992.362.461.792.302.422.00

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 Benchmark2 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 8259CL80160240320400SE +/- 0.65, N = 3SE +/- 3.23, N = 3SE +/- 2.42, N = 3SE +/- 3.00, N = 3SE +/- 2.01, N = 3SE +/- 0.89, N = 3SE +/- 0.54, N = 3SE +/- 1.46, N = 3SE +/- 1.91, N = 3SE +/- 2.73, N = 3SE +/- 2.37, N = 3SE +/- 4.26, N = 3SE +/- 1.14, N = 3SE +/- 0.76, N = 3SE +/- 3.32, N = 3SE +/- 0.75, N = 3300.73313.76330.33321.82315.14272.12318.87304.16262.78367.56338.44315.66323.58310.40293.53321.13

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 Only2 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 8259CL200K400K600K800K1000KSE +/- 2029.20, N = 3SE +/- 474.33, N = 3SE +/- 1625.61, N = 3SE +/- 10457.35, N = 3SE +/- 198.36, N = 3SE +/- 517.49, N = 3SE +/- 358.06, N = 3SE +/- 494.87, N = 3SE +/- 568.07, N = 3SE +/- 3571.60, N = 3SE +/- 13693.01, N = 9SE +/- 1557.39, N = 3SE +/- 953.22, N = 3SE +/- 2473.02, N = 3SE +/- 1194.42, N = 3SE +/- 194.45, N = 3598798.57383120.69560887.77909916.49322051.63313376.78376860.32587882.23501697.24567696.51629984.51725740.72891303.12795715.31790827.57512031.421. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -lcrypt -ldl -lm

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: Savina Reactors.IO2 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 8259CL6K12K18K24K30KSE +/- 496.64, N = 25SE +/- 389.39, N = 25SE +/- 593.14, N = 25SE +/- 474.27, N = 25SE +/- 516.85, N = 25SE +/- 251.20, N = 25SE +/- 426.81, N = 25SE +/- 633.76, N = 25SE +/- 436.95, N = 25SE +/- 599.32, N = 25SE +/- 568.00, N = 25SE +/- 504.51, N = 25SE +/- 365.25, N = 20SE +/- 482.43, N = 25SE +/- 502.20, N = 25SE +/- 428.64, N = 2526257.0122776.3021975.1226764.9427198.0822798.3827198.8627973.0028596.1125186.6726906.8927361.6019303.5628107.0428251.8326711.17

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-Only2 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 8259CL90180270360450SE +/- 0.18, N = 3SE +/- 0.39, N = 3SE +/- 0.36, N = 3SE +/- 0.26, N = 3SE +/- 0.29, N = 3SE +/- 0.20, N = 3SE +/- 0.16, N = 3SE +/- 0.52, N = 3SE +/- 0.19, N = 3SE +/- 0.32, N = 3SE +/- 0.11, N = 3SE +/- 0.29, N = 3SE +/- 0.40, N = 3SE +/- 0.06, N = 3SE +/- 0.17, N = 3SE +/- 0.14, N = 3165.96328.81198.25100.47433.42432.11321.53163.32218.06213.36108.97108.94101.34124.59124.67246.81

Mlpack Benchmark

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

OpenBenchmarking.orgSeconds, Fewer Is BetterMlpack BenchmarkBenchmark: scikit_qda2 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 8259CL1428425670SE +/- 0.63, N = 3SE +/- 0.49, N = 4SE +/- 0.29, N = 3SE +/- 0.34, N = 3SE +/- 0.43, N = 6SE +/- 0.39, N = 3SE +/- 0.46, N = 3SE +/- 0.21, N = 3SE +/- 0.51, N = 12SE +/- 0.18, N = 3SE +/- 1.16, N = 9SE +/- 0.54, N = 3SE +/- 0.28, N = 3SE +/- 0.54, N = 12SE +/- 0.19, N = 3SE +/- 0.12, N = 342.6934.2430.4538.3537.4140.7531.9644.5350.1032.6562.0257.2539.5442.8841.2931.98

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-bit2 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 8259CL306090120150SE +/- 0.47, N = 3SE +/- 0.14, N = 3SE +/- 0.12, N = 3SE +/- 0.07, N = 3SE +/- 0.05, N = 3SE +/- 0.06, N = 3SE +/- 0.24, N = 3SE +/- 0.16, N = 3SE +/- 0.16, N = 3SE +/- 0.05, N = 3SE +/- 0.44, N = 3SE +/- 0.30, N = 3SE +/- 0.60, N = 3SE +/- 0.04, N = 3SE +/- 0.56, N = 3SE +/- 0.13, N = 370.8158.0565.4085.1455.8850.1062.3273.9559.5181.6090.2890.78140.1489.5588.6667.33MIN: 54.24 / MAX: 115.34MIN: 42.73 / MAX: 119.59MIN: 49.2 / MAX: 111MIN: 66.74 / MAX: 126.85MIN: 40.96 / MAX: 112.64MIN: 36.69 / MAX: 102.49MIN: 45.27 / MAX: 134.22MIN: 55.51 / MAX: 119.74MIN: 45.13 / MAX: 93.29MIN: 55.07 / MAX: 147.52MIN: 71.05 / MAX: 131.54MIN: 71.49 / MAX: 131.32MIN: 101.2 / MAX: 212.94MIN: 69.22 / MAX: 130.8MIN: 69.45 / MAX: 129.53MIN: 49.41 / MAX: 122.021. (CC) gcc options: -pthread

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 Depth2 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 8259CL30M60M90M120M150MSE +/- 107032.55, N = 3SE +/- 375245.33, N = 3SE +/- 450047.19, N = 3SE +/- 491864.96, N = 3SE +/- 274137.19, N = 3SE +/- 274506.10, N = 3SE +/- 606619.65, N = 3SE +/- 983078.22, N = 3SE +/- 49212.27, N = 3SE +/- 845752.34, N = 4SE +/- 1547569.18, N = 3SE +/- 669620.24, N = 3SE +/- 617926.69, N = 3SE +/- 1707658.59, N = 3SE +/- 1538634.72, N = 3SE +/- 95127.60, N = 385501851432179396876207513383989636561817350854964461492583894514668958106622564111954990110303395511327897711991235710507060659350794

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 Tracer2 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 8259CL246810SE +/- 0.00, N = 7SE +/- 0.00, N = 4SE +/- 0.00, N = 3SE +/- 0.01, N = 5SE +/- 0.00, N = 6SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 8SE +/- 0.00, N = 4SE +/- 0.00, N = 12SE +/- 0.00, N = 12SE +/- 0.01, N = 4SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 33.952.143.526.531.751.402.023.712.633.255.825.874.735.585.543.00MIN: 3.41 / MAX: 3.98MIN: 2.13 / MAX: 2.15MIN: 3.48 / MAX: 3.53MIN: 5.18 / MAX: 6.58MIN: 1.74 / MAX: 1.76MAX: 1.41MAX: 2.03MIN: 2.99 / MAX: 3.73MIN: 2.35 / MAX: 2.64MIN: 3.16 / MAX: 3.28MIN: 4.69 / MAX: 5.88MIN: 5.75 / MAX: 5.92MIN: 4.69 / MAX: 4.78MIN: 4.61 / MAX: 5.62MIN: 5.49 / MAX: 5.59MIN: 2.99 / MAX: 3.01

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 Prism2 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 8259CL246810SE +/- 0.30, N = 12SE +/- 0.02, N = 3SE +/- 0.04, N = 3SE +/- 0.40, N = 15SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.13, N = 15SE +/- 0.00, N = 3SE +/- 0.03, N = 15SE +/- 0.11, N = 15SE +/- 0.05, N = 3SE +/- 0.06, N = 3SE +/- 0.04, N = 3SE +/- 0.37, N = 15SE +/- 0.00, N = 34.462.484.117.151.881.882.514.323.653.797.097.318.126.405.523.30MIN: 1.23 / MAX: 4.91MIN: 2.4 / MAX: 2.53MIN: 3.96 / MAX: 4.16MIN: 2.92 / MAX: 8.11MIN: 1.85 / MAX: 1.92MIN: 1.84 / MAX: 1.92MIN: 2.44 / MAX: 2.56MIN: 2.71 / MAX: 4.87MIN: 3.56 / MAX: 3.67MIN: 3.45 / MAX: 3.89MIN: 5.64 / MAX: 7.47MIN: 6.62 / MAX: 7.52MIN: 7.87 / MAX: 8.3MIN: 5.65 / MAX: 6.54MIN: 2.11 / MAX: 6.54MIN: 3.24 / MAX: 3.33

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 Analysis2 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 8259CL4080120160200SE +/- 0.27, N = 3SE +/- 0.03, N = 3SE +/- 0.01, N = 3SE +/- 0.37, N = 3SE +/- 0.44, N = 3SE +/- 0.15, N = 3SE +/- 0.09, N = 3SE +/- 0.25, N = 3SE +/- 0.67, N = 3SE +/- 0.13, N = 3SE +/- 1.63, N = 5SE +/- 0.03, N = 3SE +/- 0.68, N = 3SE +/- 0.32, N = 3SE +/- 1.87, N = 3SE +/- 0.18, N = 3134.93134.48128.85129.99147.73193.47123.70124.26194.50143.35125.87124.3092.36139.75141.90138.85-mavx512f -mavx512cd -mavx512vl -mavx512bw -mavx512dq -mmpx-mavx512f -mavx512cd -mavx512vl -mavx512bw -mavx512dq -mmpx-mavx512f -mavx512cd -mavx512vl -mavx512bw -mavx512dq -mmpx-mavx512f -mavx512cd -mavx512vl -mavx512bw -mavx512dq -mmpx-mavx512f -mavx512cd -mavx512vl -mavx512bw -mavx512dq -mmpx-mavx512f -mavx512cd -mavx512vl -mavx512bw -mavx512dq -mmpx-mavx512f -mavx512cd -mavx512vl -mavx512bw -mavx512dq -mmpx-mavx512f -mavx512cd -mavx512vl -mavx512bw -mavx512dq -mmpx-mavx512f -mavx512cd -mavx512vl -mavx512bw -mavx512dq -mmpx-mavx512f -mavx512cd -mavx512vl -mavx512bw -mavx512dq -mmpx -lreadline-mavx512f -mavx512cd -mavx512vl -mavx512bw -mavx512dq -mmpx-mavx512f -mavx512cd -mavx512vl -mavx512bw -mavx512dq -mmpx-msse4a -msha-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

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 Compile2 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 8259CL4080120160200SE +/- 0.09, N = 3SE +/- 0.11, N = 3SE +/- 0.17, N = 3SE +/- 0.17, N = 3SE +/- 0.09, N = 3SE +/- 0.07, N = 3SE +/- 0.05, N = 3SE +/- 0.16, N = 3SE +/- 0.18, N = 3SE +/- 0.08, N = 3SE +/- 0.37, N = 3SE +/- 0.25, N = 3SE +/- 0.08, N = 3SE +/- 0.45, N = 3SE +/- 0.27, N = 3SE +/- 0.11, N = 3146.44151.91144.64142.70156.30177.77139.12133.44169.70134.82128.95145.51108.68129.69146.44132.23

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: Emily2 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 8259CL80160240320400180.65284.28197.65154.98328.14345.39276.77177.66222.97196.93152.90152.09147.69161.85163.71219.32

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: XFrog Forest - Renderer: SciVis2 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 8259CL3691215SE +/- 0.00, N = 6SE +/- 0.00, N = 6SE +/- 0.00, N = 3SE +/- 0.00, N = 12SE +/- 0.00, N = 12SE +/- 0.00, N = 12SE +/- 0.00, N = 12SE +/- 0.00, N = 12SE +/- 0.00, N = 12SE +/- 0.00, N = 8SE +/- 0.00, N = 13SE +/- 0.00, N = 13SE +/- 0.04, N = 3SE +/- 0.00, N = 12SE +/- 0.02, N = 7SE +/- 0.00, N = 127.193.706.2512.053.012.343.687.094.575.7211.3611.3611.0310.4210.325.38MIN: 6.45 / MAX: 7.25MIN: 3.66 / MAX: 3.73MIN: 6.13 / MAX: 6.29MIN: 9.71 / MAX: 12.2MIN: 2.98 / MAX: 3.05MIN: 2.3 / MAX: 2.36MIN: 3.64 / MAX: 3.7MIN: 6.37 / MAX: 7.14MIN: 4.08 / MAX: 4.61MIN: 5.56 / MAX: 5.78MIN: 9.8 / MAX: 11.49MIN: 10.99 / MAX: 11.49MIN: 10.75 / MAX: 11.24MIN: 8.2 / MAX: 10.53MIN: 10.1 / MAX: 10.42MIN: 5.29 / MAX: 5.41

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: bf16bf16bf162 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 off2 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA offXeon Platinum 8259CL100200300400500SE +/- 0.02, N = 3SE +/- 0.42, N = 3SE +/- 0.03, N = 3SE +/- 0.00, N = 3SE +/- 0.02, N = 3SE +/- 0.08, N = 3SE +/- 0.10, N = 3SE +/- 0.02, N = 3SE +/- 0.04, N = 3SE +/- 0.20, N = 3SE +/- 0.01, N = 3SE +/- 0.03, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.02, N = 3187.17369.29166.9886.54484.59484.90269.99137.73246.45188.6193.3693.28106.89106.71207.91MIN: 186.33MIN: 365.68MIN: 166.21MIN: 85.56MIN: 484.13MIN: 484.15MIN: 268.99MIN: 136.67MIN: 245.49MIN: 178.56MIN: 92.35MIN: 92.44MIN: 105.9MIN: 105.9MIN: 207.271. (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: XFrog Forest - Renderer: Path Tracer2 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 8259CL246810SE +/- 0.00, N = 12SE +/- 0.00, N = 6SE +/- 0.00, N = 4SE +/- 0.00, N = 12SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 12SE +/- 0.00, N = 5SE +/- 0.00, N = 7SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.00, N = 12SE +/- 0.01, N = 6SE +/- 0.00, N = 63.982.063.466.671.681.312.023.882.553.176.256.245.855.715.712.96MIN: 3.64 / MAX: 4.02MIN: 2.04 / MAX: 2.07MIN: 3.41 / MAX: 3.47MIN: 5.85 / MAX: 6.76MIN: 1.67MIN: 1.3 / MAX: 1.32MIN: 2 / MAX: 2.04MIN: 3.57 / MAX: 3.92MIN: 2.28 / MAX: 2.57MIN: 3.09 / MAX: 3.19MIN: 5.68 / MAX: 6.29MIN: 6.1 / MAX: 6.29MIN: 5.65 / MAX: 5.99MIN: 5.08 / MAX: 5.78MIN: 5.59 / MAX: 5.75MIN: 2.92 / MAX: 2.99

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: u8s8f322 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 8259CL160320480640800SE +/- 0.00643, N = 3SE +/- 0.02138, N = 3SE +/- 0.01386, N = 3SE +/- 0.03597, N = 3SE +/- 0.01482, N = 3SE +/- 0.02504, N = 3SE +/- 0.01762, N = 3SE +/- 0.01218, N = 3SE +/- 0.01146, N = 3SE +/- 0.01662, N = 3SE +/- 0.29660, N = 3SE +/- 0.02611, N = 3SE +/- 7.24186, N = 3SE +/- 0.02555, N = 3SE +/- 0.01740, N = 3SE +/- 0.00834, N = 315.7542028.4532011.290007.4605034.6031045.0502017.9735011.3282023.7028013.4504017.7549010.48410730.306008.747947.6365112.70590MIN: 698.321. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl

OpenBenchmarking.orgms, Fewer Is BetterMKL-DNN DNNL 1.1Harness: Convolution Batch conv_googlenet_v3 - Data Type: f322 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 8259CL4080120160200SE +/- 0.06, N = 3SE +/- 0.24, N = 3SE +/- 0.02, N = 3SE +/- 0.09, N = 3SE +/- 0.03, N = 3SE +/- 0.06, N = 3SE +/- 0.07, N = 3SE +/- 0.01, N = 3SE +/- 0.04, N = 3SE +/- 0.07, N = 3SE +/- 0.17, N = 3SE +/- 0.01, N = 3SE +/- 0.19, N = 3SE +/- 0.10, N = 3SE +/- 0.02, N = 3SE +/- 0.04, N = 354.82108.1642.0823.18131.09171.4369.1436.3787.5449.8733.6325.0542.5425.7725.0748.06MIN: 54.08MIN: 106.43MIN: 41.31MIN: 130.56MIN: 170.75MIN: 68.48MIN: 34.65MIN: 86.64MIN: 44.78MIN: 32.49MIN: 40.72MIN: 47.621. (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: Fishy Cat - Compute: CPU-Only2 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 8259CL50100150200250SE +/- 0.06, N = 3SE +/- 0.11, N = 3SE +/- 0.16, N = 3SE +/- 0.03, N = 3SE +/- 0.05, N = 3SE +/- 0.07, N = 3SE +/- 0.05, N = 3SE +/- 0.20, N = 3SE +/- 0.19, N = 3SE +/- 0.05, N = 3SE +/- 0.05, N = 3SE +/- 0.13, N = 3SE +/- 0.05, N = 3SE +/- 0.11, N = 3SE +/- 0.14, N = 3SE +/- 0.08, N = 398.24175.95110.6766.39229.28229.71173.9596.41125.35118.0969.9370.0465.6779.0079.22134.22

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: CPU2 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 8259CL306090120150SE +/- 0.47, N = 3SE +/- 1.11, N = 3SE +/- 1.60, N = 3SE +/- 1.16, N = 3SE +/- 0.75, N = 3SE +/- 1.22, N = 3SE +/- 1.84, N = 3SE +/- 0.89, N = 3SE +/- 0.71, N = 3SE +/- 0.15, N = 3SE +/- 1.06, N = 3SE +/- 2.07, N = 4SE +/- 0.08, N = 3SE +/- 0.65, N = 3SE +/- 1.04, N = 3SE +/- 1.18, N = 8125.12126.08118.09122.22128.41136.00119.79123.39133.01123.85113.14138.2672.82117.73135.05117.36

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: SciVis2 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 8259CL1530456075SE +/- 0.00, N = 12SE +/- 0.00, N = 12SE +/- 0.00, N = 12SE +/- 0.62, N = 15SE +/- 0.00, N = 12SE +/- 0.00, N = 12SE +/- 0.04, N = 12SE +/- 0.60, N = 3SE +/- 0.07, N = 12SE +/- 0.00, N = 12SE +/- 0.54, N = 12SE +/- 0.00, N = 12SE +/- 0.00, N = 12SE +/- 0.00, N = 3SE +/- 0.92, N = 4SE +/- 0.36, N = 343.4823.2638.4669.5218.8714.7122.6942.2727.8434.4863.5466.6758.8262.5061.5832.97MIN: 28.57 / MAX: 45.45MIN: 21.74 / MAX: 23.81MIN: 37.04MIN: 37.04 / MAX: 71.43MIN: 18.52 / MAX: 19.23MIN: 14.29 / MAX: 14.93MIN: 21.74 / MAX: 22.73MIN: 28.57 / MAX: 43.48MIN: 17.86 / MAX: 28.57MIN: 30.3 / MAX: 35.71MIN: 35.71 / MAX: 66.67MIN: 55.56MIN: 52.63 / MAX: 62.5MIN: 35.71MIN: 55.56 / MAX: 62.5MIN: 32.26 / MAX: 33.33

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 Tester2 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 8259CL4080120160200189.46162.86123.98193.44179.75188.78156.61185.36197.74124.15189.30194.85175.19185.23197.29128.00

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 Compile2 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 8259CL1632486480SE +/- 0.34, N = 10SE +/- 0.87, N = 4SE +/- 0.42, N = 8SE +/- 0.25, N = 14SE +/- 0.88, N = 4SE +/- 0.99, N = 4SE +/- 0.88, N = 3SE +/- 0.37, N = 8SE +/- 0.41, N = 10SE +/- 0.35, N = 9SE +/- 0.24, N = 13SE +/- 0.38, N = 14SE +/- 0.19, N = 13SE +/- 0.23, N = 14SE +/- 0.37, N = 14SE +/- 0.44, N = 736.7059.0140.9027.3167.1671.7757.7736.6045.3236.3727.1029.2624.0127.5829.2841.14

Mlpack Benchmark

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

OpenBenchmarking.orgSeconds, Fewer Is BetterMlpack BenchmarkBenchmark: scikit_ica2 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 8259CL20406080100SE +/- 1.07, N = 4SE +/- 0.25, N = 3SE +/- 0.21, N = 3SE +/- 0.59, N = 3SE +/- 0.44, N = 3SE +/- 0.80, N = 3SE +/- 0.45, N = 3SE +/- 0.30, N = 3SE +/- 1.29, N = 3SE +/- 0.11, N = 3SE +/- 0.51, N = 15SE +/- 0.26, N = 3SE +/- 0.48, N = 15SE +/- 0.80, N = 3SE +/- 0.35, N = 3SE +/- 0.34, N = 377.4168.1967.3663.3568.7881.3661.8274.6394.4554.9153.5053.6649.4758.4857.6961.20

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_startup2 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-3275MEPYC 2 7R322 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA offXeon Platinum 8259CL510152025SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.07, N = 3SE +/- 0.03, N = 3SE +/- 0.06, N = 3SE +/- 0.03, N = 3SE +/- 0.09, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.09, N = 3SE +/- 0.00, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 311.211.311.211.211.115.411.010.915.417.716.311.322.611.4

Radiance Benchmark

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

OpenBenchmarking.orgSeconds, Fewer Is BetterRadiance Benchmark 5.0Test: SMP Parallel2 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 8259CL70140210280350230.56242.52235.00226.08241.90299.74242.00233.04281.25219.84232.70227.16219.65258.34255.59273.13

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 Compile2 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 8259CL20406080100SE +/- 0.13, N = 3SE +/- 0.15, N = 3SE +/- 0.13, N = 3SE +/- 0.09, N = 3SE +/- 0.08, N = 3SE +/- 0.15, N = 3SE +/- 0.05, N = 3SE +/- 0.09, N = 3SE +/- 0.11, N = 3SE +/- 0.14, N = 3SE +/- 0.75, N = 6SE +/- 0.09, N = 3SE +/- 0.40, N = 3SE +/- 0.49, N = 3SE +/- 0.19, N = 3SE +/- 0.03, N = 372.1591.6474.1262.78101.72109.7088.9870.6186.3366.4264.5064.4259.9666.6769.2076.15

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-Only2 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 8259CL306090120150SE +/- 0.13, N = 3SE +/- 0.23, N = 3SE +/- 0.09, N = 3SE +/- 0.09, N = 3SE +/- 0.28, N = 3SE +/- 0.29, N = 3SE +/- 0.17, N = 3SE +/- 0.04, N = 3SE +/- 0.15, N = 3SE +/- 0.12, N = 3SE +/- 0.14, N = 3SE +/- 0.08, N = 3SE +/- 0.10, N = 3SE +/- 0.11, N = 3SE +/- 0.05, N = 3SE +/- 0.14, N = 360.67113.3069.8038.79149.39149.02111.8259.4578.7274.9641.6841.7241.7647.6348.0086.89

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 Tracer2 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 8259CL48121620SE +/- 0.000, N = 12SE +/- 0.000, N = 12SE +/- 0.030, N = 3SE +/- 0.000, N = 12SE +/- 0.006, N = 3SE +/- 0.000, N = 15SE +/- 0.008, N = 4SE +/- 0.037, N = 3SE +/- 0.000, N = 12SE +/- 0.006, N = 12SE +/- 0.073, N = 4SE +/- 0.000, N = 12SE +/- 0.068, N = 4SE +/- 0.000, N = 3SE +/- 0.080, N = 3SE +/- 0.022, N = 310.4205.3809.49018.1804.3703.4105.52010.5606.6208.69017.02016.95016.60015.62515.5408.090MIN: 8.47 / MAX: 10.53MIN: 5.29 / MAX: 5.46MIN: 9.26 / MAX: 9.62MIN: 12.2 / MAX: 18.52MIN: 4.29 / MAX: 4.44MIN: 3.33 / MAX: 3.45MIN: 5.43 / MAX: 5.62MIN: 8.77 / MAX: 10.75MIN: 5.52 / MAX: 6.76MIN: 8.33 / MAX: 9.01MIN: 11.76 / MAX: 17.54MIN: 16.13 / MAX: 17.54MIN: 15.87 / MAX: 16.95MIN: 11.11 / MAX: 15.87MIN: 14.93 / MAX: 15.87MIN: 7.94 / MAX: 8.2

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 Material2 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 8259CL408012016020088.86158.77103.8368.62182.56194.40155.2384.84107.50106.6468.6168.2062.4373.5873.22120.17

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 Time2 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 8259CL30M60M90M120M150MSE +/- 316618.77, N = 3SE +/- 184471.68, N = 3SE +/- 829358.84, N = 3SE +/- 902995.35, N = 3SE +/- 188043.56, N = 3SE +/- 406404.40, N = 3SE +/- 324752.06, N = 3SE +/- 956232.23, N = 3SE +/- 553774.93, N = 3SE +/- 709349.35, N = 3SE +/- 734636.23, N = 3SE +/- 996126.46, N = 3SE +/- 1223161.47, N = 3SE +/- 336693.20, N = 3SE +/- 102308.18, N = 3SE +/- 114508.53, N = 3742358293816732662891312119715795324243323117457639776292752037296056969661170651109874307108412514116765028103513853104106676544371171. (CXX) g++ options: -m64 -lpthread -fno-exceptions -std=c++11 -pedantic -O3 -msse -msse3 -mpopcnt -flto

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: CPU2 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 8259CL14K28K42K56K70KSE +/- 178.87, N = 3SE +/- 50.25, N = 3SE +/- 306.00, N = 3SE +/- 474.70, N = 3SE +/- 69.72, N = 3SE +/- 34.43, N = 3SE +/- 58.00, N = 3SE +/- 369.19, N = 3SE +/- 223.28, N = 3SE +/- 401.71, N = 3SE +/- 223.71, N = 3SE +/- 399.24, N = 3SE +/- 183.86, N = 3SE +/- 332.60, N = 3SE +/- 48.95, N = 3SE +/- 88.49, N = 340270218863471064331169811710522074347492759233014583265852562897518035305129061

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.D2 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-3275MEPYC 2 7R322 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA offXeon Platinum 8259CL13002600390052006500SE +/- 54.90, N = 4SE +/- 6.98, N = 3SE +/- 46.76, N = 4SE +/- 148.86, N = 12SE +/- 4.92, N = 3SE +/- 6.21, N = 3SE +/- 8.86, N = 3SE +/- 124.07, N = 12SE +/- 2.84, N = 3SE +/- 4.09, N = 3SE +/- 5.75, N = 3SE +/- 89.39, N = 3SE +/- 84.22, N = 3SE +/- 38.58, N = 43780.591966.613283.386284.651635.781571.492094.533969.603144.703210.523570.465310.165284.342677.641. (F9X) gfortran options: -O3 -march=native -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi2. 2 x Xeon Gold 5220R: Open MPI 4.0.3rc43. Xeon Gold 5220R: Open MPI 4.0.3rc44. Xeon Platinum 8280: Open MPI 4.0.3rc45. 2 x Xeon Platinum 8280: Open MPI 4.0.3rc46. Xeon Gold 5218: Open MPI 4.0.3rc47. Xeon Silver 4216: Open MPI 4.0.3rc48. Xeon Gold 6226R: Open MPI 4.0.3rc49. 2 x Xeon Gold 6226R: Open MPI 4.0.3rc410. 2 x Xeon Silver 4216: Open MPI 4.0.3rc411. Xeon W-3275M: Open MPI 3.1.312. EPYC 2 7R32: Open MPI 3.1.313. 2 x Xeon Platinum 8259CL: Open MPI 3.1.314. 2 x Xeon Platinum 8259CL NUMA off: Open MPI 3.1.315. Xeon Platinum 8259CL: Open MPI 3.1.3

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 PageRank2 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 8259CL6K12K18K24K30KSE +/- 255.27, N = 5SE +/- 217.63, N = 5SE +/- 169.44, N = 5SE +/- 286.23, N = 6SE +/- 172.76, N = 5SE +/- 195.96, N = 5SE +/- 29.95, N = 5SE +/- 165.91, N = 5SE +/- 374.59, N = 5SE +/- 165.27, N = 5SE +/- 181.72, N = 25SE +/- 286.23, N = 5SE +/- 198.48, N = 5SE +/- 278.82, N = 5SE +/- 232.21, N = 5SE +/- 154.16, N = 524540.7221704.4920621.2323588.4023703.0325271.4321743.0224522.2228045.9221015.5424505.9624666.3621641.9525275.1625636.6922226.85

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: DLSC2 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 8259CL246810SE +/- 0.0120, N = 3SE +/- 0.0243, N = 3SE +/- 0.0032, N = 3SE +/- 0.0948, N = 3SE +/- 0.0034, N = 3SE +/- 0.0165, N = 3SE +/- 0.0145, N = 3SE +/- 0.0036, N = 3SE +/- 0.0265, N = 3SE +/- 0.0035, N = 3SE +/- 0.0262, N = 3SE +/- 0.0164, N = 3SE +/- 0.0970, N = 3SE +/- 0.0353, N = 3SE +/- 0.0279, N = 3SE +/- 0.0050, N = 34.44002.32003.79007.19001.74001.77002.35004.51833.43003.53006.73006.75007.28005.88005.86003.0400MIN: 4.34 / MAX: 4.63MIN: 2.2 / MAX: 2.43MIN: 3.65 / MAX: 3.94MIN: 6.83 / MAX: 7.6MIN: 1.67 / MAX: 1.79MIN: 1.68 / MAX: 1.85MIN: 2.24 / MAX: 2.46MIN: 4.4 / MAX: 4.76MIN: 3.33 / MAX: 3.63MIN: 3.46 / MAX: 3.66MIN: 6.54 / MAX: 7.08MIN: 6.62 / MAX: 7.08MIN: 7.01 / MAX: 7.86MIN: 5.75 / MAX: 6.19MIN: 5.7 / MAX: 6.16MIN: 2.93 / MAX: 3.16

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 Bayes2 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 8259CL11002200330044005500SE +/- 42.87, N = 25SE +/- 38.41, N = 5SE +/- 19.41, N = 5SE +/- 36.17, N = 25SE +/- 26.06, N = 25SE +/- 37.40, N = 25SE +/- 28.09, N = 25SE +/- 38.94, N = 25SE +/- 65.14, N = 25SE +/- 30.38, N = 7SE +/- 90.85, N = 25SE +/- 57.72, N = 25SE +/- 26.28, N = 25SE +/- 47.41, N = 25SE +/- 55.66, N = 25SE +/- 26.07, N = 253662.773150.102674.183228.633477.333588.692856.853405.414199.412743.625185.624510.833057.063495.613813.753017.33

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: MD52 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 8259CL2M4M6M8M10MSE +/- 9643.65, N = 3SE +/- 6806.86, N = 3SE +/- 14468.36, N = 3SE +/- 67263.16, N = 3SE +/- 8171.77, N = 3SE +/- 1452.97, N = 3SE +/- 11015.14, N = 3SE +/- 17032.65, N = 3SE +/- 4509.25, N = 3SE +/- 14294.52, N = 3SE +/- 5783.12, N = 3SE +/- 39218.76, N = 3SE +/- 30550.50, N = 3SE +/- 41921.89, N = 3SE +/- 11259.56, N = 3SE +/- 9073.77, N = 348210002506000409000078800001912667189333325830004977667376400036540007388333735066739720006554667660833333840001. (CC) gcc options: -m64 -lssl -lcrypto -fopenmp -lgmp -pthread -lm -lz -ldl -lcrypt -lbz2

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 Atoms2 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-3275MEPYC 2 7R322 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA offXeon Platinum 8259CL0.34140.68281.02421.36561.707SE +/- 0.00612, N = 3SE +/- 0.00122, N = 3SE +/- 0.00060, N = 3SE +/- 0.00133, N = 3SE +/- 0.00100, N = 3SE +/- 0.00193, N = 3SE +/- 0.00117, N = 3SE +/- 0.00104, N = 3SE +/- 0.00193, N = 3SE +/- 0.00775, N = 15SE +/- 0.00084, N = 3SE +/- 0.00038, N = 3SE +/- 0.00012, N = 3SE +/- 0.00063, N = 30.603331.157450.707090.362261.511681.517211.135860.582370.769820.814340.486140.445510.454220.86925

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: u8s8f322 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 8259CL3K6K9K12K15KSE +/- 3.52, N = 3SE +/- 11.33, N = 3SE +/- 11.11, N = 3SE +/- 7.97, N = 3SE +/- 2.59, N = 3SE +/- 13.03, N = 3SE +/- 9.11, N = 3SE +/- 10.40, N = 3SE +/- 109.20, N = 3SE +/- 41.02, N = 3SE +/- 4.78, N = 3SE +/- 0.59, N = 3SE +/- 25.92, N = 3SE +/- 7.22, N = 3SE +/- 11.90, N = 3SE +/- 5.52, N = 34896.419696.925919.943005.4811821.3012300.309374.604821.246329.946183.113250.893252.483076.763551.383548.607095.62MIN: 4854.07MIN: 9656.48MIN: 5895.99MIN: 2934.55MIN: 11811.3MIN: 12254MIN: 9350.22MIN: 4760.44MIN: 6190.58MIN: 5934.01MIN: 3176.52MIN: 3175.14MIN: 3011.81MIN: 3527.13MIN: 3529.41MIN: 7085.951. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -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: ETC1S2 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 8259CL1530456075SE +/- 0.21, N = 3SE +/- 0.23, N = 3SE +/- 0.12, N = 3SE +/- 0.11, N = 3SE +/- 0.31, N = 3SE +/- 0.08, N = 3SE +/- 0.05, N = 3SE +/- 0.18, N = 3SE +/- 0.14, N = 3SE +/- 0.48, N = 3SE +/- 0.15, N = 3SE +/- 0.04, N = 3SE +/- 0.03, N = 3SE +/- 0.09, N = 3SE +/- 0.06, N = 3SE +/- 0.05, N = 354.5556.0251.4552.6958.4767.4654.7954.9565.6447.6552.6153.1454.3157.8358.2857.401. (CXX) g++ options: -std=c++11 -fvisibility=hidden -fPIC -fno-strict-aliasing -O3 -rdynamic -lm -lpthread

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: float2 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 8259CL2 x Xeon Platinum 8259CL NUMA offXeon Platinum 8259CL306090120150SE +/- 0.33, N = 3SE +/- 0.12, N = 3SE +/- 0.33, N = 3SE +/- 0.33, N = 3113.0114.0109.0109.0114.0137.0115.0113.0137.094.5123.0123.0122.0

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 Solver2 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 8259CL8001600240032004000SE +/- 5.10, N = 3SE +/- 1.90, N = 3SE +/- 4.11, N = 3SE +/- 5.39, N = 3SE +/- 1.15, N = 3SE +/- 1.23, N = 3SE +/- 1.26, N = 3SE +/- 0.77, N = 3SE +/- 1.18, N = 3SE +/- 3.72, N = 3SE +/- 0.96, N = 3SE +/- 1.27, N = 3SE +/- 22.45, N = 3SE +/- 1.57, N = 3SE +/- 2.97, N = 3SE +/- 1.29, N = 33404.693398.403510.213514.603405.042823.603401.163410.382817.673866.093440.523430.773769.723147.913130.863152.501. (CC) gcc options: -O3 -mavx2

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: u8s8f322 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 8259CL306090120150SE +/- 0.03777, N = 3SE +/- 0.02448, N = 3SE +/- 0.00398, N = 3SE +/- 0.04146, N = 4SE +/- 0.00870, N = 3SE +/- 0.03131, N = 3SE +/- 0.01160, N = 3SE +/- 0.03959, N = 3SE +/- 0.04012, N = 3SE +/- 0.03226, N = 3SE +/- 0.06319, N = 3SE +/- 0.01731, N = 3SE +/- 0.23997, N = 3SE +/- 0.01481, N = 3SE +/- 0.00908, N = 3SE +/- 0.00119, N = 34.086054.610543.231213.110024.838755.592754.538214.117794.826033.592185.367083.84746149.339003.048662.781933.43236MIN: 144.741. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl

OpenBenchmarking.orgms, Fewer Is BetterMKL-DNN DNNL 1.1Harness: IP Batch All - Data Type: f322 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 8259CL510152025SE +/- 0.02232, N = 3SE +/- 0.00905, N = 3SE +/- 0.00854, N = 3SE +/- 0.01419, N = 3SE +/- 0.02892, N = 3SE +/- 0.01401, N = 3SE +/- 0.01593, N = 3SE +/- 0.06373, N = 3SE +/- 0.05182, N = 3SE +/- 0.10112, N = 3SE +/- 0.07053, N = 3SE +/- 0.00546, N = 3SE +/- 0.01277, N = 3SE +/- 0.03588, N = 3SE +/- 0.00603, N = 3SE +/- 0.03341, N = 310.634808.907956.795099.524669.3095910.193008.8423310.5239011.421507.5443919.1030012.682008.883909.976696.658427.89071MIN: 10.26MIN: 8.69MIN: 6.68MIN: 9.28MIN: 9.16MIN: 9.79MIN: 8.73MIN: 10.17MIN: 11.02MIN: 6.71MIN: 18.63MIN: 12.39MIN: 8.36MIN: 9.62MIN: 6.25MIN: 7.761. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl

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_compile2 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-3275MEPYC 2 7R322 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA offXeon Platinum 8259CL50100150200250SE +/- 1.20, N = 3SE +/- 0.33, N = 3SE +/- 0.33, N = 3167168164164167204168167204157213200200200

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.C2 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-3275MEPYC 2 7R322 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA offXeon Platinum 8259CL30K60K90K120K150KSE +/- 42.06, N = 3SE +/- 44.99, N = 3SE +/- 52.95, N = 3SE +/- 78.84, N = 3SE +/- 54.74, N = 3SE +/- 4.15, N = 3SE +/- 27.55, N = 3SE +/- 86.40, N = 3SE +/- 124.40, N = 3SE +/- 127.07, N = 3SE +/- 500.22, N = 3SE +/- 107.83, N = 3SE +/- 64.74, N = 3SE +/- 15.49, N = 3100761.2950787.7971842.34136046.5348617.0546389.7956576.1277470.6765509.9869347.58106415.53104107.9984766.1451975.351. (F9X) gfortran options: -O3 -march=native -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi2. 2 x Xeon Gold 5220R: Open MPI 4.0.3rc43. Xeon Gold 5220R: Open MPI 4.0.3rc44. Xeon Platinum 8280: Open MPI 4.0.3rc45. 2 x Xeon Platinum 8280: Open MPI 4.0.3rc46. Xeon Gold 5218: Open MPI 4.0.3rc47. Xeon Silver 4216: Open MPI 4.0.3rc48. Xeon Gold 6226R: Open MPI 4.0.3rc49. 2 x Xeon Gold 6226R: Open MPI 4.0.3rc410. 2 x Xeon Silver 4216: Open MPI 4.0.3rc411. Xeon W-3275M: Open MPI 3.1.312. EPYC 2 7R32: Open MPI 3.1.313. 2 x Xeon Platinum 8259CL: Open MPI 3.1.314. 2 x Xeon Platinum 8259CL NUMA off: Open MPI 3.1.315. Xeon Platinum 8259CL: Open MPI 3.1.3

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: bf16bf16bf162 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 off2 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA offXeon Platinum 8259CL918273645SE +/- 0.00301, N = 3SE +/- 0.01559, N = 3SE +/- 0.00390, N = 3SE +/- 0.00328, N = 3SE +/- 0.00339, N = 3SE +/- 0.00904, N = 3SE +/- 0.00584, N = 3SE +/- 0.00770, N = 3SE +/- 0.00466, N = 3SE +/- 0.24390, N = 4SE +/- 0.00882, N = 3SE +/- 0.00469, N = 3SE +/- 0.00172, N = 3SE +/- 0.00811, N = 3SE +/- 0.00403, N = 315.2177029.9173014.078007.9291239.9985040.0192022.4243011.6076020.5163016.590608.712348.647079.206659.1875117.32170MIN: 15.05MIN: 29.42MIN: 13.95MIN: 39.89MIN: 39.9MIN: 22.32MIN: 11.46MIN: 20.35MIN: 14.98MIN: 8.5MIN: 8.43MIN: 9.04MIN: 9.03MIN: 17.211. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl

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 Dragon Obj2 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 8259CL1224364860SE +/- 0.05, N = 3SE +/- 0.03, N = 3SE +/- 0.06, N = 3SE +/- 0.11, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.03, N = 3SE +/- 0.01, N = 3SE +/- 0.05, N = 3SE +/- 0.01, N = 3SE +/- 0.34, N = 3SE +/- 0.09, N = 3SE +/- 0.03, N = 3SE +/- 0.04, N = 3SE +/- 0.05, N = 3SE +/- 0.02, N = 332.3317.8029.2151.7913.8513.8817.4231.3125.5027.2035.6740.8547.5842.7642.4923.72MIN: 31.97 / MAX: 32.83MIN: 17.67 / MAX: 17.93MIN: 28.89 / MAX: 29.61MIN: 50.62 / MAX: 53.17MIN: 13.79 / MAX: 13.97MIN: 13.82 / MAX: 13.97MIN: 17.34 / MAX: 17.59MIN: 31.07 / MAX: 31.76MIN: 25.3 / MAX: 25.83MIN: 26.82 / MAX: 27.54MIN: 34.25 / MAX: 38.16MIN: 40.1 / MAX: 42.54MIN: 46.92 / MAX: 48.74MIN: 42.06 / MAX: 43.59MIN: 41.76 / MAX: 43.28MIN: 23.57 / MAX: 23.92

OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 3.6.1Binary: Pathtracer ISPC - Model: Asian Dragon Obj2 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 8259CL1326395265SE +/- 0.04, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.05, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.63, N = 3SE +/- 0.01, N = 3SE +/- 0.03, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 337.1520.3433.0558.6916.7713.4919.3234.8025.0730.3536.6744.7245.4350.9850.8628.29MIN: 36.74 / MAX: 37.69MIN: 20.23 / MAX: 20.53MIN: 32.72 / MAX: 33.4MIN: 56.97 / MAX: 60.91MIN: 16.69 / MAX: 16.88MIN: 13.43 / MAX: 13.59MIN: 19.25 / MAX: 19.46MIN: 34.51 / MAX: 35.32MIN: 24.86 / MAX: 25.34MIN: 29.95 / MAX: 30.77MIN: 34.56 / MAX: 39.51MIN: 43.9 / MAX: 46.32MIN: 44.82 / MAX: 46.53MIN: 49.91 / MAX: 52.27MIN: 49.88 / MAX: 52.05MIN: 28.06 / MAX: 28.6

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: django_template2 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-3275MEPYC 2 7R322 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA offXeon Platinum 8259CL1530456075SE +/- 0.03, N = 3SE +/- 0.06, N = 3SE +/- 0.06, N = 3SE +/- 0.07, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.06, N = 3SE +/- 0.67, N = 3SE +/- 0.09, N = 3SE +/- 0.09, N = 3SE +/- 0.07, N = 3SE +/- 0.07, N = 347.347.146.245.947.257.547.347.157.549.966.464.264.164.1

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 32 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 8259CL1326395265SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.03, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.05, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.18, N = 3SE +/- 0.00, N = 3SE +/- 0.06, N = 3SE +/- 0.08, N = 3SE +/- 0.02, N = 3SE +/- 0.02, N = 327.9846.7130.6919.8955.2158.2544.9427.2334.6330.6321.0620.9919.1923.0923.1535.981. (CXX) g++ options: -std=c++11 -fvisibility=hidden -fPIC -fno-strict-aliasing -O3 -rdynamic -lm -lpthread

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: f322 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 8259CL1.16252.3253.48754.655.8125SE +/- 0.02205, N = 15SE +/- 0.01148, N = 3SE +/- 0.01072, N = 3SE +/- 0.01437, N = 15SE +/- 0.02145, N = 3SE +/- 0.01398, N = 3SE +/- 0.00644, N = 3SE +/- 0.01296, N = 3SE +/- 0.01245, N = 3SE +/- 0.00575, N = 3SE +/- 0.02693, N = 15SE +/- 0.00571, N = 3SE +/- 0.00673, N = 3SE +/- 0.01483, N = 15SE +/- 0.01953, N = 3SE +/- 0.00893, N = 32.230094.499852.394511.639864.756965.166584.413662.189752.666992.867151.959921.635991.675601.576871.537292.69977MIN: 1.82MIN: 4.19MIN: 2.28MIN: 1.39MIN: 4.33MIN: 4.71MIN: 3.68MIN: 1.86MIN: 2.31MIN: 2.53MIN: 1.37MIN: 1.41MIN: 1.59MIN: 1.29MIN: 1.39MIN: 2.461. (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: Blowfish2 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 8259CL20K40K60K80K100KSE +/- 12.50, N = 3SE +/- 77.98, N = 3SE +/- 99.39, N = 3SE +/- 700.53, N = 3SE +/- 6.03, N = 3SE +/- 24.29, N = 3SE +/- 60.93, N = 3SE +/- 111.31, N = 3SE +/- 91.33, N = 3SE +/- 149.28, N = 3SE +/- 465.66, N = 3SE +/- 78.50, N = 3SE +/- 203.51, N = 3SE +/- 107.83, N = 3SE +/- 24.01, N = 3SE +/- 8.37, N = 3513242554742864840842140320424271265348541021403267777178327664757088870955355991. (CC) gcc options: -m64 -lssl -lcrypto -fopenmp -lgmp -pthread -lm -lz -ldl -lcrypt -lbz2

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: SciVis2 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 8259CL20406080100SE +/- 0.00, N = 15SE +/- 0.00, N = 12SE +/- 0.00, N = 13SE +/- 0.00, N = 12SE +/- 0.00, N = 12SE +/- 0.00, N = 12SE +/- 0.00, N = 15SE +/- 0.00, N = 12SE +/- 0.00, N = 3SE +/- 0.71, N = 9SE +/- 0.00, N = 12SE +/- 0.00, N = 12SE +/- 0.00, N = 12SE +/- 0.00, N = 12SE +/- 0.00, N = 1255.5628.5750.0090.9123.2618.1829.4155.5634.4845.4582.6283.3376.9276.9276.9243.48MIN: 24.39MIN: 26.32 / MAX: 29.41MIN: 43.48MIN: 29.41MIN: 22.73 / MAX: 23.81MIN: 17.86 / MAX: 18.52MIN: 26.32MIN: 19.23MIN: 18.87 / MAX: 35.71MIN: 43.48 / MAX: 47.62MIN: 26.32 / MAX: 90.91MIN: 71.43 / MAX: 90.91MIN: 71.43 / MAX: 83.33MIN: 27.78 / MAX: 83.33MIN: 71.43 / MAX: 83.33MIN: 37.04

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: Decompression2 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 8259CL110220330440550SE +/- 0.33, N = 34194284404284303534294183445094344323803943964041. (CXX) g++ options: -pthread -fomit-frame-pointer -fstrict-aliasing -ffast-math -O3

OpenBenchmarking.orgMB/s, More Is Betterlzbench 1.8Test: Crush 0 - Process: Compression2 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 8259CL20406080100SE +/- 0.33, N = 3SE +/- 0.33, N = 3SE +/- 0.33, N = 3SE +/- 0.33, N = 3SE +/- 1.00, N = 3SE +/- 0.58, N = 3SE +/- 0.33, N = 393981019696829591801099495818886911. (CXX) g++ options: -pthread -fomit-frame-pointer -fstrict-aliasing -ffast-math -O3

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.C2 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-3275MEPYC 2 7R322 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA offXeon Platinum 8259CL30K60K90K120K150KSE +/- 135.16, N = 3SE +/- 45.25, N = 3SE +/- 82.95, N = 3SE +/- 188.25, N = 3SE +/- 41.33, N = 3SE +/- 38.08, N = 3SE +/- 30.22, N = 3SE +/- 50.65, N = 3SE +/- 91.80, N = 3SE +/- 35.10, N = 3SE +/- 139.53, N = 3SE +/- 55.32, N = 3SE +/- 32.58, N = 3SE +/- 7.82, N = 3108883.4056744.8774255.67140090.3248143.4946723.0158594.50106268.3385606.5369606.8499821.89120961.9194642.9965522.461. (F9X) gfortran options: -O3 -march=native -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi2. 2 x Xeon Gold 5220R: Open MPI 4.0.3rc43. Xeon Gold 5220R: Open MPI 4.0.3rc44. Xeon Platinum 8280: Open MPI 4.0.3rc45. 2 x Xeon Platinum 8280: Open MPI 4.0.3rc46. Xeon Gold 5218: Open MPI 4.0.3rc47. Xeon Silver 4216: Open MPI 4.0.3rc48. Xeon Gold 6226R: Open MPI 4.0.3rc49. 2 x Xeon Gold 6226R: Open MPI 4.0.3rc410. 2 x Xeon Silver 4216: Open MPI 4.0.3rc411. Xeon W-3275M: Open MPI 3.1.312. EPYC 2 7R32: Open MPI 3.1.313. 2 x Xeon Platinum 8259CL: Open MPI 3.1.314. 2 x Xeon Platinum 8259CL NUMA off: Open MPI 3.1.315. Xeon Platinum 8259CL: Open MPI 3.1.3

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 Caustic2 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 8259CL714212835SE +/- 0.04, N = 3SE +/- 0.07, N = 3SE +/- 0.08, N = 3SE +/- 0.06, N = 3SE +/- 0.02, N = 3SE +/- 0.12, N = 3SE +/- 0.07, N = 3SE +/- 0.05, N = 3SE +/- 0.03, N = 3SE +/- 0.10, N = 3SE +/- 0.12, N = 3SE +/- 0.07, N = 3SE +/- 0.02, N = 3SE +/- 0.09, N = 3SE +/- 0.17, N = 3SE +/- 0.06, N = 323.3425.0122.0221.5925.9628.9024.0923.1927.3921.5522.7622.7122.3224.5424.7825.36-mavx512f -mavx512vl -mavx512cd -mavx512dq -mavx512bw -mno-sse4a-mavx512f -mavx512vl -mavx512cd -mavx512dq -mavx512bw -mno-sse4a-mavx512f -mavx512vl -mavx512cd -mavx512dq -mavx512bw -mno-sse4a-mavx512f -mavx512vl -mavx512cd -mavx512dq -mavx512bw -mno-sse4a-mavx512f -mavx512vl -mavx512cd -mavx512dq -mavx512bw -mno-sse4a-mavx512f -mavx512vl -mavx512cd -mavx512dq -mavx512bw -mno-sse4a-mavx512f -mavx512vl -mavx512cd -mavx512dq -mavx512bw -mno-sse4a-mavx512f -mavx512vl -mavx512cd -mavx512dq -mavx512bw -mno-sse4a-mavx512f -mavx512vl -mavx512cd -mavx512dq -mavx512bw -mno-sse4a-mavx512f -mavx512vl -mavx512cd -mavx512dq -mavx512bw -mno-sse4a -ljpeg-mavx512f -mavx512vl -mavx512cd -mavx512dq -mavx512bw -mno-sse4a-mavx512f -mavx512vl -mavx512cd -mavx512dq -mavx512bw -mno-sse4a-march=znver1 -msse4a -mno-avx512f -mno-avx512vl -mno-avx512cd -mno-avx512dq -mno-avx512bw-mavx512f -mavx512vl -mavx512cd -mavx512dq -mavx512bw -mno-sse4a-mavx512f -mavx512vl -mavx512cd -mavx512dq -mavx512bw -mno-sse4a-mavx512f -mavx512vl -mavx512cd -mavx512dq -mavx512bw -mno-sse4a1. (CXX) g++ options: -std=c++0x -msse2 -msse3 -mssse3 -msse4.1 -msse4.2 -mfma -mbmi2 -mno-avx -mno-avx2 -mno-xop -mno-fma4 -mno-avx512pf -mno-avx512er -mno-avx512ifma -mno-avx512vbmi -fstrict-aliasing -O3 -rdynamic -lpthread -ldl

Intel MPI Benchmarks

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 PingPong2 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 8259CL8M16M24M32M40MSE +/- 12631.77, N = 3SE +/- 20987.71, N = 3SE +/- 33688.94, N = 3SE +/- 66348.18, N = 3SE +/- 10529.89, N = 3SE +/- 7036.00, N = 3SE +/- 19484.28, N = 3SE +/- 41319.75, N = 3SE +/- 20273.79, N = 3SE +/- 59477.15, N = 3SE +/- 12198.08, N = 3SE +/- 131246.22, N = 3SE +/- 40509.97, N = 3SE +/- 80057.86, N = 3SE +/- 105849.64, N = 3SE +/- 30074.61, N = 319650424.3310276849.5216653864.7731821690.559066471.048923779.5510620968.6120467429.5217176230.5420246604.6235954425.3635888907.9920348261.0331988149.2532444647.4316759832.26MIN: 8143 / MAX: 56362584MIN: 5455 / MAX: 45833330MIN: 9950 / MAX: 90956260MIN: 7824 / MAX: 55096192MIN: 7391 / MAX: 46585428MIN: 5167 / MAX: 52108336MIN: 2889 / MAX: 93907202MIN: 2551 / MAX: 94279351MIN: 6272 / MAX: 47546902MIN: 9163 / MAX: 84595469MIN: 5770 / MAX: 85492119MIN: 4962 / MAX: 432402611. (CXX) g++ options: -O0 -pedantic -fopenmp -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: Crown2 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 8259CL1224364860SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.05, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.02, N = 3SE +/- 0.03, N = 3SE +/- 0.01, N = 3SE +/- 0.04, N = 3SE +/- 0.49, N = 12SE +/- 0.03, N = 3SE +/- 0.08, N = 3SE +/- 0.38, N = 3SE +/- 0.05, N = 3SE +/- 0.02, N = 333.4517.6628.7753.2314.4211.3816.8131.7321.7526.4049.0549.9645.1946.1846.4224.73MIN: 32.87 / MAX: 34.13MIN: 17.5 / MAX: 17.85MIN: 28.26 / MAX: 29.24MIN: 51.36 / MAX: 55.83MIN: 14.3 / MAX: 14.63MIN: 11.32 / MAX: 11.49MIN: 16.67 / MAX: 17MIN: 31.27 / MAX: 32.36MIN: 21.43 / MAX: 22.13MIN: 25.71 / MAX: 26.95MIN: 37.93 / MAX: 51.79MIN: 48.68 / MAX: 51.86MIN: 44.15 / MAX: 46.52MIN: 42.99 / MAX: 47.93MIN: 45.24 / MAX: 47.89MIN: 24.4 / MAX: 25.05

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 Times2 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 8259CL30060090012001500SE +/- 1.45, N = 3SE +/- 12.17, N = 3SE +/- 1.15, N = 3SE +/- 1.00, N = 3SE +/- 0.58, N = 3SE +/- 3.06, N = 3SE +/- 0.67, N = 3SE +/- 0.67, N = 3SE +/- 1.45, N = 3SE +/- 4.73, N = 3SE +/- 0.88, N = 3SE +/- 3.18, N = 3SE +/- 1.00, N = 3SE +/- 1.33, N = 3SE +/- 0.67, N = 3110011141076107311011342110311041343951113311231226125212531250

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: Crown2 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 8259CL1122334455SE +/- 0.05, N = 3SE +/- 0.02, N = 3SE +/- 0.04, N = 3SE +/- 0.09, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.09, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.12, N = 3SE +/- 0.17, N = 3SE +/- 0.08, N = 3SE +/- 0.17, N = 3SE +/- 0.15, N = 3SE +/- 0.03, N = 329.5216.0526.2845.6112.3912.4315.9928.9623.2724.5541.7941.3947.6538.1238.1021.38MIN: 29.05 / MAX: 30.15MIN: 15.89 / MAX: 16.22MIN: 25.64 / MAX: 26.64MIN: 44.2 / MAX: 47.35MIN: 12.32 / MAX: 12.5MIN: 12.35 / MAX: 12.55MIN: 15.9 / MAX: 16.17MIN: 28.49 / MAX: 29.56MIN: 23 / MAX: 23.64MIN: 24.09 / MAX: 24.98MIN: 40.7 / MAX: 42.99MIN: 40.34 / MAX: 42.73MIN: 46.77 / MAX: 49.17MIN: 37.03 / MAX: 39.42MIN: 37.24 / MAX: 39.22MIN: 21.05 / MAX: 21.63

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: Decompression2 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 8259CL30060090012001500SE +/- 1.53, N = 3SE +/- 0.33, N = 3SE +/- 0.58, N = 3SE +/- 1.53, N = 3SE +/- 1.33, N = 3SE +/- 1.53, N = 3SE +/- 1.86, N = 3SE +/- 1.45, N = 3SE +/- 0.67, N = 3SE +/- 1.53, N = 3SE +/- 11.50, N = 3SE +/- 0.67, N = 31101119412241124119599811931100930129810539991266101196610891. (CXX) g++ options: -pthread -fomit-frame-pointer -fstrict-aliasing -ffast-math -O3

OpenBenchmarking.orgMB/s, More Is Betterlzbench 1.8Test: Zstd 8 - Process: Compression2 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 8259CL20406080100747677757464747263847375836971711. (CXX) g++ options: -pthread -fomit-frame-pointer -fstrict-aliasing -ffast-math -O3

OpenBenchmarking.orgMB/s, More Is Betterlzbench 1.8Test: Brotli 2 - Process: Decompression2 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 8259CL160320480640800SE +/- 5.03, N = 3SE +/- 0.67, N = 3SE +/- 1.33, N = 3SE +/- 0.67, N = 3SE +/- 0.67, N = 3SE +/- 0.88, N = 3SE +/- 1.45, N = 3SE +/- 1.20, N = 3SE +/- 1.00, N = 3SE +/- 0.88, N = 3SE +/- 0.33, N = 3SE +/- 0.33, N = 36136516736236555426536085097215925825645515435871. (CXX) g++ options: -pthread -fomit-frame-pointer -fstrict-aliasing -ffast-math -O3

OpenBenchmarking.orgMB/s, More Is Betterlzbench 1.8Test: Brotli 2 - Process: Compression2 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 8259CL4080120160200SE +/- 0.33, N = 3SE +/- 0.58, N = 3SE +/- 0.33, N = 3SE +/- 0.33, N = 3SE +/- 0.67, N = 3SE +/- 1.33, N = 3SE +/- 0.33, N = 31721761811761761461761721421961701721651571591601. (CXX) g++ options: -pthread -fomit-frame-pointer -fstrict-aliasing -ffast-math -O3

OpenBenchmarking.orgMB/s, More Is Betterlzbench 1.8Test: Zstd 1 - Process: Decompression2 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 8259CL30060090012001500SE +/- 0.67, N = 3SE +/- 2.00, N = 3SE +/- 0.33, N = 3SE +/- 0.67, N = 3SE +/- 1.33, N = 3SE +/- 2.65, N = 3SE +/- 0.33, N = 3SE +/- 0.67, N = 3SE +/- 0.67, N = 3114711801212116811849731182114194312991099109011481027103210611. (CXX) g++ options: -pthread -fomit-frame-pointer -fstrict-aliasing -ffast-math -O3

OpenBenchmarking.orgMB/s, More Is Betterlzbench 1.8Test: Zstd 1 - Process: Compression2 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 8259CL110220330440550SE +/- 0.58, N = 3SE +/- 1.00, N = 3SE +/- 2.33, N = 3SE +/- 2.33, N = 3SE +/- 0.33, N = 34374444574494463654454373595084394434183994074101. (CXX) g++ options: -pthread -fomit-frame-pointer -fstrict-aliasing -ffast-math -O3

Mlpack Benchmark

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

OpenBenchmarking.orgSeconds, Fewer Is BetterMlpack BenchmarkBenchmark: scikit_svm2 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 8259CL510152025SE +/- 0.04, N = 3SE +/- 0.09, N = 3SE +/- 0.07, N = 3SE +/- 0.09, N = 3SE +/- 0.02, N = 3SE +/- 0.04, N = 3SE +/- 0.00, N = 3SE +/- 0.13, N = 3SE +/- 0.06, N = 3SE +/- 0.19, N = 3SE +/- 0.06, N = 3SE +/- 0.01, N = 3SE +/- 0.09, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 317.9217.8217.1917.1917.9820.8917.9217.7721.0915.7816.8718.4215.1618.7619.6218.67

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: u8s8f322 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 8259CL16003200480064008000SE +/- 3.26, N = 3SE +/- 5.71, N = 3SE +/- 2.14, N = 3SE +/- 5.70, N = 3SE +/- 2.58, N = 3SE +/- 0.67, N = 3SE +/- 5.07, N = 3SE +/- 2.41, N = 3SE +/- 2.28, N = 3SE +/- 48.27, N = 3SE +/- 0.43, N = 3SE +/- 2.13, N = 3SE +/- 3.22, N = 3SE +/- 3.00, N = 3SE +/- 22.00, N = 3SE +/- 0.90, N = 33112.366072.573716.981893.727189.037457.865864.262987.083849.133852.372059.032057.931899.242238.052252.674426.06MIN: 3107.3MIN: 6048.56MIN: 3705.72MIN: 1871.79MIN: 7180.23MIN: 7454.84MIN: 5830.88MIN: 2977.12MIN: 3842.7MIN: 3728.62MIN: 2054.86MIN: 2050.62MIN: 1888.24MIN: 2230.65MIN: 2229.49MIN: 4423.171. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl

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 Dragon2 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 8259CL1326395265SE +/- 0.05, N = 3SE +/- 0.04, N = 3SE +/- 0.04, N = 3SE +/- 0.16, N = 3SE +/- 0.01, N = 3SE +/- 0.03, N = 3SE +/- 0.01, N = 3SE +/- 0.03, N = 3SE +/- 0.05, N = 3SE +/- 0.05, N = 3SE +/- 0.32, N = 3SE +/- 0.19, N = 3SE +/- 0.06, N = 3SE +/- 0.38, N = 3SE +/- 0.08, N = 3SE +/- 0.05, N = 335.8819.6132.2557.4915.3115.2819.3534.6928.2030.1140.0845.7752.9546.7946.9126.06MIN: 35.51 / MAX: 36.33MIN: 19.5 / MAX: 19.79MIN: 32 / MAX: 32.54MIN: 55.98 / MAX: 58.87MIN: 15.25 / MAX: 15.4MIN: 15.18 / MAX: 15.39MIN: 19.28 / MAX: 19.48MIN: 34.44 / MAX: 35.19MIN: 27.97 / MAX: 28.53MIN: 29.8 / MAX: 30.54MIN: 37.64 / MAX: 43.58MIN: 44.89 / MAX: 47.26MIN: 52.3 / MAX: 53.84MIN: 44.43 / MAX: 47.97MIN: 46.17 / MAX: 47.87MIN: 25.85 / MAX: 26.28

SVT-AV1

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

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 0.8Encoder Mode: Enc Mode 4 - Input: 1080p2 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 8259CL246810SE +/- 0.019, N = 3SE +/- 0.014, N = 3SE +/- 0.032, N = 3SE +/- 0.064, N = 3SE +/- 0.003, N = 3SE +/- 0.021, N = 3SE +/- 0.018, N = 3SE +/- 0.009, N = 3SE +/- 0.010, N = 3SE +/- 0.023, N = 3SE +/- 0.041, N = 3SE +/- 0.046, N = 3SE +/- 0.072, N = 5SE +/- 0.002, N = 3SE +/- 0.075, N = 4SE +/- 0.052, N = 35.3024.2856.0307.0333.3393.3094.3405.4314.2166.3895.2435.9425.7145.9555.9965.1121. (CXX) g++ options: -fPIE -fPIC -pie

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: bf16bf16bf162 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 off2 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA offXeon Platinum 8259CL400800120016002000SE +/- 0.06, N = 3SE +/- 1.48, N = 3SE +/- 0.07, N = 3SE +/- 0.06, N = 3SE +/- 0.15, N = 3SE +/- 0.03, N = 3SE +/- 0.09, N = 3SE +/- 4.23, N = 3SE +/- 0.08, N = 3SE +/- 1.04, N = 3SE +/- 0.07, N = 3SE +/- 0.33, N = 3SE +/- 0.23, N = 3SE +/- 0.11, N = 3SE +/- 0.41, N = 3712.201433.47637.37320.061874.471875.231042.34527.02938.91702.07348.24348.33399.30399.31796.75MIN: 710.93MIN: 1421.77MIN: 636.97MIN: 319.23MIN: 1873.87MIN: 1873.9MIN: 1041.43MIN: 521.14MIN: 937.57MIN: 687.86MIN: 346.92MIN: 347.28MIN: 398.05MIN: 398.47MIN: 795.521. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl

OpenBenchmarking.orgms, Fewer Is BetterMKL-DNN DNNL 1.1Harness: Deconvolution Batch deconv_1d - Data Type: u8s8f322 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 8259CL2004006008001000SE +/- 0.002792, N = 3SE +/- 0.001194, N = 3SE +/- 0.000361, N = 3SE +/- 0.006813, N = 3SE +/- 0.001460, N = 3SE +/- 0.001246, N = 3SE +/- 0.000358, N = 3SE +/- 0.001915, N = 3SE +/- 0.003675, N = 3SE +/- 0.001267, N = 3SE +/- 0.001152, N = 3SE +/- 0.001652, N = 3SE +/- 4.136428, N = 3SE +/- 0.000864, N = 3SE +/- 0.001016, N = 3SE +/- 0.000985, N = 30.5608900.8437090.3710360.3944550.9767301.2737500.5286320.3690600.7703000.4584220.3553620.3547141131.1300000.3762220.3614140.415614MIN: 1118.791. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl

OpenBenchmarking.orgms, Fewer Is BetterMKL-DNN DNNL 1.1Harness: Deconvolution Batch deconv_1d - Data Type: bf16bf16bf162 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 off2 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA offXeon Platinum 8259CL48121620SE +/- 0.00772, N = 3SE +/- 0.04579, N = 3SE +/- 0.00167, N = 3SE +/- 0.00661, N = 3SE +/- 0.00105, N = 3SE +/- 0.00867, N = 3SE +/- 0.00392, N = 3SE +/- 0.00747, N = 3SE +/- 0.01001, N = 3SE +/- 0.03740, N = 3SE +/- 0.01030, N = 3SE +/- 0.00401, N = 3SE +/- 0.00489, N = 3SE +/- 0.00151, N = 3SE +/- 0.02376, N = 37.2297513.142806.553744.0684716.5484016.551609.903625.384028.869137.615953.969063.965104.490394.465237.98292MIN: 7.13MIN: 12.96MIN: 6.5MIN: 3.93MIN: 16.51MIN: 16.51MIN: 9.85MIN: 5.3MIN: 8.78MIN: 6.95MIN: 3.86MIN: 3.88MIN: 4.4MIN: 4.38MIN: 7.921. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl

Zstd Compression

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

OpenBenchmarking.orgSeconds, Fewer Is BetterZstd Compression 1.3.4Compressing ubuntu-16.04.3-server-i386.img, Compression Level 192 x Xeon Gold 5220RXeon Gold 5220RXeon Platinum 82802 x Xeon Platinum 8280Xeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216Xeon W-3275M2 x Xeon Platinum 8275CL2 x Xeon Platinum 8275CL NUMA offEPYC 2 7R322 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA offXeon Platinum 8259CL3691215SE +/- 0.117, N = 3SE +/- 0.021, N = 3SE +/- 0.016, N = 3SE +/- 0.148, N = 3SE +/- 0.029, N = 3SE +/- 0.075, N = 3SE +/- 0.056, N = 3SE +/- 0.096, N = 3SE +/- 0.104, N = 15SE +/- 0.023, N = 3SE +/- 0.114, N = 15SE +/- 0.138, N = 5SE +/- 0.062, N = 15SE +/- 0.094, N = 15SE +/- 0.128, N = 5SE +/- 0.128, N = 310.44910.3558.2039.13711.12211.43010.33010.20610.9788.38010.94510.2899.2309.94910.2949.672-llzma1. (CC) gcc options: -O3 -pthread -lz

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: f322 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 8259CL1.19492.38983.58474.77965.9745SE +/- 0.00174, N = 3SE +/- 0.00527, N = 3SE +/- 0.00157, N = 3SE +/- 0.00318, N = 3SE +/- 0.00570, N = 3SE +/- 0.01140, N = 3SE +/- 0.00272, N = 3SE +/- 0.00475, N = 3SE +/- 0.00576, N = 3SE +/- 0.01273, N = 3SE +/- 0.00979, N = 3SE +/- 0.00024, N = 3SE +/- 0.01972, N = 3SE +/- 0.00693, N = 3SE +/- 0.00066, N = 3SE +/- 0.00097, N = 32.126803.364321.462321.240293.994885.310872.231261.497243.065901.745151.331091.251162.225401.257951.225891.63928MIN: 2.06MIN: 3.3MIN: 1.44MIN: 1.17MIN: 3.95MIN: 5.16MIN: 2.17MIN: 1.43MIN: 2.99MIN: 1.55MIN: 1.26MIN: 1.19MIN: 2.11MIN: 1.2MIN: 1.18MIN: 1.611. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl

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 Dragon2 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 8259CL1530456075SE +/- 0.02, N = 3SE +/- 0.02, N = 3SE +/- 0.06, N = 3SE +/- 0.03, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.07, N = 3SE +/- 0.02, N = 3SE +/- 0.08, N = 3SE +/- 0.53, N = 4SE +/- 0.02, N = 3SE +/- 0.03, N = 3SE +/- 0.06, N = 3SE +/- 0.12, N = 3SE +/- 0.03, N = 343.1023.6038.3168.4219.4315.5922.4640.4328.9735.1538.7751.8752.3559.0659.0532.91MIN: 42.68 / MAX: 43.7MIN: 23.45 / MAX: 23.8MIN: 37.87 / MAX: 38.72MIN: 66.22 / MAX: 70.39MIN: 19.37 / MAX: 19.6MIN: 15.54 / MAX: 15.7MIN: 22.38 / MAX: 22.62MIN: 40.04 / MAX: 41.18MIN: 28.72 / MAX: 29.29MIN: 33.95 / MAX: 35.72MIN: 35.85 / MAX: 45.98MIN: 50.96 / MAX: 54.15MIN: 51.67 / MAX: 53.48MIN: 57.51 / MAX: 60.42MIN: 57.78 / MAX: 60.29MIN: 32.68 / MAX: 33.18

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 4K2 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 8259CL70140210280350SE +/- 0.84, N = 3SE +/- 0.78, N = 3SE +/- 1.15, N = 3SE +/- 3.68, N = 3SE +/- 0.30, N = 3SE +/- 0.15, N = 3SE +/- 1.20, N = 3SE +/- 1.66, N = 3SE +/- 1.81, N = 3SE +/- 1.20, N = 3SE +/- 1.14, N = 3SE +/- 0.62, N = 3SE +/- 0.98, N = 3SE +/- 1.73, N = 3SE +/- 1.78, N = 3SE +/- 1.31, N = 3177.89160.59199.08221.31136.86132.46170.07203.10159.60256.60218.14216.86321.17215.64212.99205.63MIN: 103.41 / MAX: 190.93MIN: 110.85 / MAX: 181MIN: 121.12 / MAX: 214.69MIN: 81.4 / MAX: 247.6MIN: 107.86 / MAX: 153.94MIN: 104.21 / MAX: 150.6MIN: 115.59 / MAX: 193.75MIN: 119.16 / MAX: 222.17MIN: 100.88 / MAX: 178.21MIN: 164.1 / MAX: 284.35MIN: 105.24 / MAX: 238.99MIN: 97.39 / MAX: 239.16MIN: 150.11 / MAX: 347.95MIN: 93.88 / MAX: 236.99MIN: 89.5 / MAX: 233.99MIN: 134.32 / MAX: 229.881. (CC) gcc options: -pthread

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: u8s8f322 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 8259CL30060090012001500SE +/- 0.03, N = 3SE +/- 0.09, N = 3SE +/- 0.02, N = 3SE +/- 0.03, N = 3SE +/- 0.04, N = 3SE +/- 0.06, N = 3SE +/- 0.01, N = 3SE +/- 0.25, N = 3SE +/- 0.14, N = 3SE +/- 0.04, N = 3SE +/- 0.73, N = 3SE +/- 0.03, N = 3SE +/- 2.69, N = 3SE +/- 0.24, N = 3SE +/- 0.01, N = 3SE +/- 0.04, N = 335.9866.7426.8419.8181.07105.8342.2226.5455.3431.9959.9030.641301.3622.3819.3730.88MIN: 1286.291. (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.orgGFLOPS, More Is BetterArrayFire 3.7Test: BLAS CPU2 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 8259CL14002800420056007000SE +/- 3.91, N = 3SE +/- 0.37, N = 3SE +/- 25.11, N = 3SE +/- 20.06, N = 3SE +/- 0.62, N = 3SE +/- 1.52, N = 3SE +/- 4.16, N = 3SE +/- 31.78, N = 3SE +/- 0.79, N = 3SE +/- 30.40, N = 3SE +/- 61.47, N = 3SE +/- 4.90, N = 3SE +/- 6.50, N = 3SE +/- 122.72, N = 12SE +/- 14.66, N = 3SE +/- 1.09, N = 32359.131201.543432.163430.281002.09765.492137.033912.301497.753128.396259.016325.07990.805319.585650.712950.161. (CXX) g++ options: -rdynamic

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 Suite2 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 8259CL160K320K480K640K800KSE +/- 914.97, N = 3SE +/- 862.18, N = 3SE +/- 425.09, N = 3SE +/- 884.68, N = 3SE +/- 786.96, N = 3SE +/- 1865.15, N = 3SE +/- 752.01, N = 3SE +/- 164.78, N = 3SE +/- 200.00, N = 3SE +/- 1014.34, N = 3SE +/- 144.16, N = 3SE +/- 312.21, N = 3SE +/- 1283.26, N = 3SE +/- 961.65, N = 3SE +/- 377.70, N = 3SE +/- 778.31, N = 3631283629690649164649693632455515697632431632601519964734339640173639026500524573483574348569793

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: f322 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 8259CL90180270360450SE +/- 0.04, N = 3SE +/- 0.16, N = 3SE +/- 0.06, N = 3SE +/- 0.08, N = 3SE +/- 0.11, N = 3SE +/- 0.95, N = 3SE +/- 0.05, N = 3SE +/- 0.03, N = 3SE +/- 0.04, N = 3SE +/- 0.11, N = 3SE +/- 0.88, N = 3SE +/- 0.79, N = 3SE +/- 1.13, N = 3SE +/- 0.23, N = 3SE +/- 0.20, N = 3SE +/- 0.12, N = 3122.76244.7594.1949.84298.30395.44155.3781.14197.91108.5779.1157.5196.6956.6555.36107.80MIN: 121.68MIN: 242.31MIN: 93.73MIN: 297.84MIN: 390.56MIN: 154.79MIN: 79.72MIN: 195.97MIN: 102.46MIN: 74.84MIN: 93.63MIN: 106.141. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl

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 Dotty2 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 8259CL2K4K6K8K10KSE +/- 62.31, N = 5SE +/- 50.08, N = 5SE +/- 19.31, N = 5SE +/- 56.89, N = 13SE +/- 41.65, N = 5SE +/- 17.62, N = 5SE +/- 46.73, N = 5SE +/- 78.90, N = 5SE +/- 82.66, N = 9SE +/- 31.93, N = 5SE +/- 21.19, N = 5SE +/- 19.51, N = 5SE +/- 29.54, N = 5SE +/- 20.56, N = 5SE +/- 54.97, N = 5SE +/- 35.89, N = 57414.627556.336664.256890.618286.128634.696999.507231.018583.016970.906733.167042.356577.347256.927566.347200.75

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: SciVis2 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 8259CL1632486480SE +/- 0.00, N = 12SE +/- 0.00, N = 12SE +/- 0.60, N = 3SE +/- 0.00, N = 12SE +/- 0.00, N = 15SE +/- 0.08, N = 4SE +/- 0.16, N = 4SE +/- 0.00, N = 3SE +/- 0.27, N = 4SE +/- 0.88, N = 3SE +/- 0.00, N = 12SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 1247.6227.0342.8771.4322.2217.9425.4845.4532.5340.0050.8858.8240.0062.5062.5037.04MIN: 16.67 / MAX: 50MIN: 24.39MIN: 38.46 / MAX: 43.48MIN: 15.87 / MAX: 76.92MIN: 21.28MIN: 16.95 / MAX: 18.18MIN: 24.39 / MAX: 25.64MIN: 20MIN: 14.93 / MAX: 33.33MIN: 37.04MIN: 16.95 / MAX: 55.56MIN: 52.63MIN: 38.46 / MAX: 41.67MIN: 18.52 / MAX: 66.67MIN: 58.82 / MAX: 66.67MIN: 33.33

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: bf16bf16bf162 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 off2 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA offXeon Platinum 8259CL3691215SE +/- 0.02081, N = 3SE +/- 0.02077, N = 3SE +/- 0.00377, N = 3SE +/- 0.01183, N = 3SE +/- 0.00212, N = 3SE +/- 0.02765, N = 3SE +/- 0.00265, N = 3SE +/- 0.00482, N = 3SE +/- 0.01534, N = 3SE +/- 0.02664, N = 3SE +/- 0.00988, N = 3SE +/- 0.00386, N = 3SE +/- 0.00431, N = 3SE +/- 0.00913, N = 3SE +/- 0.00262, N = 35.727918.685904.831703.659648.8271010.901405.714393.212815.565005.563044.103694.060414.489184.464405.69900MIN: 5.56MIN: 8.38MIN: 4.76MIN: 3.47MIN: 8.65MIN: 10.12MIN: 5.6MIN: 2.99MIN: 5.18MIN: 5.04MIN: 3.91MIN: 3.85MIN: 4.31MIN: 4.28MIN: 5.571. (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: Summer Nature 1080p2 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 8259CL150300450600750SE +/- 3.79, N = 6SE +/- 2.31, N = 3SE +/- 0.52, N = 3SE +/- 3.74, N = 15SE +/- 1.26, N = 3SE +/- 1.97, N = 3SE +/- 0.97, N = 3SE +/- 1.84, N = 3SE +/- 4.57, N = 3SE +/- 2.32, N = 3SE +/- 4.96, N = 3SE +/- 3.42, N = 3SE +/- 2.19, N = 3SE +/- 3.67, N = 3SE +/- 3.77, N = 15SE +/- 1.73, N = 3321.84274.98323.20409.88265.46232.35307.75358.62272.55537.84422.89406.66676.16431.76400.24353.78MIN: 175.96 / MAX: 365.43MIN: 160.24 / MAX: 299.46MIN: 200.79 / MAX: 358.32MIN: 126.27 / MAX: 481.12MIN: 166.24 / MAX: 288.23MIN: 133.23 / MAX: 255.75MIN: 179.63 / MAX: 337.24MIN: 196.53 / MAX: 395.24MIN: 156.69 / MAX: 307.87MIN: 317.28 / MAX: 605.87MIN: 175.85 / MAX: 474MIN: 144.68 / MAX: 463.23MIN: 302.17 / MAX: 751.14MIN: 205.51 / MAX: 479.42MIN: 106.81 / MAX: 466.09MIN: 207.11 / MAX: 387.941. (CC) gcc options: -pthread

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 CPU2 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 8259CL816243240SE +/- 0.099, N = 15SE +/- 0.094, N = 3SE +/- 0.067, N = 3SE +/- 0.086, N = 6SE +/- 0.069, N = 9SE +/- 0.047, N = 3SE +/- 0.026, N = 3SE +/- 0.072, N = 15SE +/- 0.372, N = 15SE +/- 0.075, N = 15SE +/- 0.220, N = 3SE +/- 0.272, N = 15SE +/- 0.217, N = 3SE +/- 0.091, N = 15SE +/- 0.243, N = 15SE +/- 0.022, N = 39.8986.4094.1157.4817.0427.8196.4517.15516.9204.42313.2209.65435.1308.4307.6044.6771. (CXX) g++ options: -rdynamic

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: Hair2 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 8259CL612182430SE +/- 0.03810, N = 3SE +/- 0.03525, N = 3SE +/- 0.03914, N = 3SE +/- 0.11249, N = 3SE +/- 0.02235, N = 3SE +/- 0.12220, N = 3SE +/- 0.06005, N = 3SE +/- 0.05690, N = 3SE +/- 0.06619, N = 3SE +/- 0.05256, N = 3SE +/- 0.03608, N = 3SE +/- 0.03939, N = 3SE +/- 0.05445, N = 3SE +/- 0.05659, N = 3SE +/- 0.05235, N = 3SE +/- 0.03318, N = 311.0726018.9840012.686307.8270622.4866023.6129018.6129010.6653013.6031012.710408.290678.193377.674559.262179.0907314.80460-mavx512f -mavx512vl -mavx512cd -mavx512dq -mavx512bw -mno-sse4a-mavx512f -mavx512vl -mavx512cd -mavx512dq -mavx512bw -mno-sse4a-mavx512f -mavx512vl -mavx512cd -mavx512dq -mavx512bw -mno-sse4a-mavx512f -mavx512vl -mavx512cd -mavx512dq -mavx512bw -mno-sse4a-mavx512f -mavx512vl -mavx512cd -mavx512dq -mavx512bw -mno-sse4a-mavx512f -mavx512vl -mavx512cd -mavx512dq -mavx512bw -mno-sse4a-mavx512f -mavx512vl -mavx512cd -mavx512dq -mavx512bw -mno-sse4a-mavx512f -mavx512vl -mavx512cd -mavx512dq -mavx512bw -mno-sse4a-mavx512f -mavx512vl -mavx512cd -mavx512dq -mavx512bw -mno-sse4a-mavx512f -mavx512vl -mavx512cd -mavx512dq -mavx512bw -mno-sse4a -ljpeg-mavx512f -mavx512vl -mavx512cd -mavx512dq -mavx512bw -mno-sse4a-mavx512f -mavx512vl -mavx512cd -mavx512dq -mavx512bw -mno-sse4a-march=znver1 -msse4a -mno-avx512f -mno-avx512vl -mno-avx512cd -mno-avx512dq -mno-avx512bw-mavx512f -mavx512vl -mavx512cd -mavx512dq -mavx512bw -mno-sse4a-mavx512f -mavx512vl -mavx512cd -mavx512dq -mavx512bw -mno-sse4a-mavx512f -mavx512vl -mavx512cd -mavx512dq -mavx512bw -mno-sse4a1. (CXX) g++ options: -std=c++0x -msse2 -msse3 -mssse3 -msse4.1 -msse4.2 -mfma -mbmi2 -mno-avx -mno-avx2 -mno-xop -mno-fma4 -mno-avx512pf -mno-avx512er -mno-avx512ifma -mno-avx512vbmi -fstrict-aliasing -O3 -rdynamic -lpthread -ldl

NAS Parallel Benchmarks

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.B2 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-3275MEPYC 2 7R322 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA offXeon Platinum 8259CL15K30K45K60K75KSE +/- 31.12, N = 3SE +/- 54.67, N = 3SE +/- 151.80, N = 3SE +/- 115.61, N = 3SE +/- 13.76, N = 3SE +/- 57.24, N = 3SE +/- 23.98, N = 3SE +/- 190.70, N = 3SE +/- 157.62, N = 3SE +/- 146.25, N = 3SE +/- 520.84, N = 15SE +/- 77.17, N = 3SE +/- 42.29, N = 3SE +/- 28.87, N = 350932.8823346.5632682.1470893.4122329.3421149.6823859.7949232.2442220.9431426.5351225.1853978.9038493.5724288.341. (F9X) gfortran options: -O3 -march=native -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi2. 2 x Xeon Gold 5220R: Open MPI 4.0.3rc43. Xeon Gold 5220R: Open MPI 4.0.3rc44. Xeon Platinum 8280: Open MPI 4.0.3rc45. 2 x Xeon Platinum 8280: Open MPI 4.0.3rc46. Xeon Gold 5218: Open MPI 4.0.3rc47. Xeon Silver 4216: Open MPI 4.0.3rc48. Xeon Gold 6226R: Open MPI 4.0.3rc49. 2 x Xeon Gold 6226R: Open MPI 4.0.3rc410. 2 x Xeon Silver 4216: Open MPI 4.0.3rc411. Xeon W-3275M: Open MPI 3.1.312. EPYC 2 7R32: Open MPI 3.1.313. 2 x Xeon Platinum 8259CL: Open MPI 3.1.314. 2 x Xeon Platinum 8259CL NUMA off: Open MPI 3.1.315. Xeon Platinum 8259CL: Open MPI 3.1.3

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: 1080p2 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 8259CL1326395265SE +/- 0.18, N = 3SE +/- 0.13, N = 3SE +/- 0.07, N = 3SE +/- 0.67, N = 3SE +/- 0.06, N = 3SE +/- 0.08, N = 3SE +/- 0.09, N = 3SE +/- 0.25, N = 3SE +/- 0.11, N = 3SE +/- 0.46, N = 3SE +/- 0.17, N = 3SE +/- 0.48, N = 3SE +/- 0.77, N = 3SE +/- 0.13, N = 3SE +/- 0.29, N = 3SE +/- 0.35, N = 349.2133.0951.9256.9827.1926.4634.6451.7140.5553.8255.3756.1254.4753.0452.3146.871. (CXX) g++ options: -fPIE -fPIC -pie

SMHasher

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

OpenBenchmarking.orgMiB/sec, More Is BetterSMHasher 2020-02-29Hash: wyhashXeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216Xeon W-3275M2 x Xeon Platinum 8275CL2 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA offXeon Platinum 8259CL6K12K18K24K30KSE +/- 0.31, N = 3SE +/- 5.65, N = 3SE +/- 4.48, N = 3SE +/- 4.76, N = 3SE +/- 105.54, N = 3SE +/- 4.38, N = 3SE +/- 4.81, N = 3SE +/- 6.86, N = 3SE +/- 0.70, N = 3SE +/- 8.73, N = 322004.0819429.8719424.1122011.2026298.7718770.1518775.9420225.1820231.5820221.251. (CXX) g++ options: -march=native -O3 -lpthread

OpenBenchmarking.orgcycles/hash, Fewer Is BetterSMHasher 2020-02-29Hash: wyhash2 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 off2 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA offXeon Platinum 8259CL612182430SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.03, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 318.8118.8222.6822.6819.8122.1325.1325.1322.1318.5126.0926.1324.1524.1524.191. (CXX) g++ options: -march=native -O3 -lpthread

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 0.22.12 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 8259CL3691215SE +/- 0.024, N = 3SE +/- 0.034, N = 3SE +/- 0.042, N = 3SE +/- 0.122, N = 3SE +/- 0.041, N = 3SE +/- 0.028, N = 3SE +/- 0.029, N = 3SE +/- 0.055, N = 3SE +/- 0.035, N = 3SE +/- 0.035, N = 3SE +/- 0.052, N = 3SE +/- 0.032, N = 3SE +/- 0.037, N = 3SE +/- 0.039, N = 3SE +/- 0.043, N = 3SE +/- 0.056, N = 310.45810.1129.1279.39210.28612.0309.92410.44912.5499.66111.06511.49010.41912.45912.95412.088

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: Jython2 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 8259CL12002400360048006000SE +/- 23.48, N = 4SE +/- 15.39, N = 4SE +/- 19.30, N = 4SE +/- 26.49, N = 4SE +/- 10.79, N = 4SE +/- 11.58, N = 4SE +/- 35.02, N = 4SE +/- 36.99, N = 4SE +/- 10.08, N = 4SE +/- 21.20, N = 4SE +/- 14.64, N = 4SE +/- 10.59, N = 4SE +/- 56.00, N = 4SE +/- 11.32, N = 4SE +/- 22.03, N = 44877483445474711509657684609480658024321468547595246517251615012

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 1080p2 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 8259CL60120180240300SE +/- 2.14, N = 3SE +/- 1.23, N = 3SE +/- 3.65, N = 4SE +/- 2.89, N = 4SE +/- 1.79, N = 3SE +/- 2.39, N = 3SE +/- 3.10, N = 3SE +/- 3.77, N = 4SE +/- 1.51, N = 3SE +/- 0.97, N = 3SE +/- 5.20, N = 12SE +/- 8.25, N = 12SE +/- 2.49, N = 3SE +/- 8.04, N = 12SE +/- 8.15, N = 12SE +/- 1.36, N = 3237.57224.01265.40233.17172.82173.18221.95256.91206.42282.18191.66228.38291.17229.91229.53256.241. (CC) gcc options: -fPIE -fPIC -fvisibility=hidden -O3 -pie -rdynamic -lpthread -lrt -lm

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.C2 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-3275MEPYC 2 7R322 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA offXeon Platinum 8259CL15K30K45K60K75KSE +/- 464.43, N = 3SE +/- 114.95, N = 3SE +/- 129.93, N = 3SE +/- 860.82, N = 5SE +/- 36.97, N = 3SE +/- 69.19, N = 3SE +/- 27.89, N = 3SE +/- 193.70, N = 3SE +/- 151.51, N = 3SE +/- 40.04, N = 3SE +/- 796.48, N = 3SE +/- 304.73, N = 3SE +/- 420.94, N = 3SE +/- 114.90, N = 358984.1831197.2237089.0569175.1230328.6528301.1331633.6058681.4252832.4735376.1149330.1563393.3543490.1533490.031. (F9X) gfortran options: -O3 -march=native -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi2. 2 x Xeon Gold 5220R: Open MPI 4.0.3rc43. Xeon Gold 5220R: Open MPI 4.0.3rc44. Xeon Platinum 8280: Open MPI 4.0.3rc45. 2 x Xeon Platinum 8280: Open MPI 4.0.3rc46. Xeon Gold 5218: Open MPI 4.0.3rc47. Xeon Silver 4216: Open MPI 4.0.3rc48. Xeon Gold 6226R: Open MPI 4.0.3rc49. 2 x Xeon Gold 6226R: Open MPI 4.0.3rc410. 2 x Xeon Silver 4216: Open MPI 4.0.3rc411. Xeon W-3275M: Open MPI 3.1.312. EPYC 2 7R32: Open MPI 3.1.313. 2 x Xeon Platinum 8259CL: Open MPI 3.1.314. 2 x Xeon Platinum 8259CL NUMA off: Open MPI 3.1.315. Xeon Platinum 8259CL: Open MPI 3.1.3

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: Memorial2 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 8259CL816243240SE +/- 0.05, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.17, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.03, N = 3SE +/- 0.36, N = 3SE +/- 0.09, N = 3SE +/- 0.30, N = 3SE +/- 0.13, N = 3SE +/- 0.04, N = 3SE +/- 0.04, N = 3SE +/- 0.12, N = 3SE +/- 0.21, N = 3SE +/- 0.07, N = 327.9718.4131.1034.4915.8012.8522.0133.0620.4327.3515.0619.5528.7133.8933.1027.99

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: aes2562 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 8259CL15003000450060007500SE +/- 2.26, N = 3SE +/- 2.03, N = 3SE +/- 7.98, N = 3SE +/- 3.29, N = 3SE +/- 1.48, N = 3SE +/- 11.26, N = 3SE +/- 6.01, N = 3SE +/- 8.42, N = 3SE +/- 1.63, N = 3SE +/- 39.45, N = 3SE +/- 4.53, N = 3SE +/- 1.10, N = 3SE +/- 0.67, N = 3SE +/- 24.71, N = 3SE +/- 5.89, N = 3SE +/- 20.53, N = 36159.216133.916313.166320.006164.795024.396161.426157.495061.607070.606172.556184.204665.335513.085523.315517.02MIN: 4154.94 / MAX: 10200.04MIN: 4136.23 / MAX: 10160.8MIN: 4256.89 / MAX: 10467.36MIN: 4254.97 / MAX: 10469.4MIN: 4152.92 / MAX: 10208.98MIN: 3388.65 / MAX: 8334.48MIN: 4158.08 / MAX: 10213.08MIN: 4104.14 / MAX: 10212.45MIN: 3412.46 / MAX: 8379.01MIN: 4721.3 / MAX: 11806.11MIN: 4118.12 / MAX: 10228.73MIN: 4170.96 / MAX: 10241.48MIN: 3372.31 / MAX: 7239.74MIN: 3744.15 / MAX: 9173.02MIN: 3739.77 / MAX: 9132.41MIN: 3740.26 / MAX: 9153.641. (CC) gcc options: -O2 -ggdb3 -lnettle -lgmp -lm -lcrypto

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.C2 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-3275MEPYC 2 7R322 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA offXeon Platinum 8259CL13002600390052006500SE +/- 32.92, N = 3SE +/- 2.92, N = 3SE +/- 44.67, N = 3SE +/- 88.25, N = 3SE +/- 2.61, N = 3SE +/- 19.04, N = 5SE +/- 34.91, N = 3SE +/- 38.41, N = 3SE +/- 38.56, N = 4SE +/- 40.50, N = 3SE +/- 31.12, N = 3SE +/- 77.32, N = 3SE +/- 34.33, N = 3SE +/- 14.22, N = 33768.661863.153194.186104.941621.481545.502044.244005.262984.023025.113485.995052.635059.022641.321. (F9X) gfortran options: -O3 -march=native -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi2. 2 x Xeon Gold 5220R: Open MPI 4.0.3rc43. Xeon Gold 5220R: Open MPI 4.0.3rc44. Xeon Platinum 8280: Open MPI 4.0.3rc45. 2 x Xeon Platinum 8280: Open MPI 4.0.3rc46. Xeon Gold 5218: Open MPI 4.0.3rc47. Xeon Silver 4216: Open MPI 4.0.3rc48. Xeon Gold 6226R: Open MPI 4.0.3rc49. 2 x Xeon Gold 6226R: Open MPI 4.0.3rc410. 2 x Xeon Silver 4216: Open MPI 4.0.3rc411. Xeon W-3275M: Open MPI 3.1.312. EPYC 2 7R32: Open MPI 3.1.313. 2 x Xeon Platinum 8259CL: Open MPI 3.1.314. 2 x Xeon Platinum 8259CL NUMA off: Open MPI 3.1.315. Xeon Platinum 8259CL: Open MPI 3.1.3

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 Protein2 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 8259CL612182430SE +/- 0.046, N = 3SE +/- 0.018, N = 3SE +/- 0.192, N = 3SE +/- 0.251, N = 14SE +/- 0.006, N = 3SE +/- 0.021, N = 3SE +/- 0.024, N = 3SE +/- 0.055, N = 3SE +/- 0.014, N = 3SE +/- 0.127, N = 15SE +/- 0.155, N = 3SE +/- 0.178, N = 3SE +/- 0.372, N = 15SE +/- 0.332, N = 3SE +/- 0.324, N = 3SE +/- 0.083, N = 317.3789.53515.31424.7888.1587.81010.32518.15014.16114.56222.30120.98420.82122.53521.88713.040-lpng -lz-lpng -lz-lpng -lz-lpng -lz-lpng -lz-lpng -lz-lpng -lz-lpng -lz-lpng -lz-ljpeg -lpng -lz1. (CXX) g++ options: -O3 -rdynamic -lfftw3 -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: Deconvolution Batch deconv_3d - Data Type: bf16bf16bf162 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 off2 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA offXeon Platinum 8259CL510152025SE +/- 0.01392, N = 3SE +/- 0.00134, N = 3SE +/- 0.00251, N = 3SE +/- 0.00369, N = 3SE +/- 0.05476, N = 3SE +/- 0.02388, N = 3SE +/- 0.00297, N = 3SE +/- 0.00159, N = 3SE +/- 0.00821, N = 3SE +/- 0.03985, N = 3SE +/- 0.01549, N = 3SE +/- 0.00222, N = 3SE +/- 0.00712, N = 3SE +/- 0.00526, N = 3SE +/- 0.00210, N = 39.4259116.825307.696054.3581721.4290021.4755012.327106.2964710.937908.462734.379524.360024.871944.856899.37107MIN: 9.32MIN: 16.72MIN: 7.67MIN: 21.29MIN: 21.24MIN: 12.27MIN: 6.25MIN: 10.86MIN: 8.21MIN: 4.83MIN: 4.82MIN: 9.331. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl

OpenBenchmarking.orgms, Fewer Is BetterMKL-DNN DNNL 1.1Harness: Deconvolution Batch deconv_3d - Data Type: f322 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 8259CL246810SE +/- 0.00092, N = 3SE +/- 0.01927, N = 3SE +/- 0.00032, N = 3SE +/- 0.00373, N = 3SE +/- 0.01731, N = 3SE +/- 0.01443, N = 3SE +/- 0.00634, N = 3SE +/- 0.00200, N = 3SE +/- 0.00590, N = 3SE +/- 0.01801, N = 3SE +/- 0.00161, N = 3SE +/- 0.00132, N = 3SE +/- 0.00603, N = 3SE +/- 0.00118, N = 3SE +/- 0.00388, N = 3SE +/- 0.00571, N = 32.697004.889661.962791.136085.804207.636463.130061.707493.855122.275261.173851.172782.204711.266491.263952.20053MIN: 2.66MIN: 4.84MIN: 1.95MIN: 5.77MIN: 7.57MIN: 3.1MIN: 3.82MIN: 2.12MIN: 2.14MIN: 2.171. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl

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 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-3275MEPYC 2 7R322 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA offXeon Platinum 8259CL0.33530.67061.00591.34121.6765SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.02, N = 15SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.04, N = 15SE +/- 0.04, N = 15SE +/- 0.02, N = 15SE +/- 0.00, N = 3SE +/- 0.03, N = 15SE +/- 0.00, N = 3SE +/- 0.00, N = 31.061.280.960.691.371.491.270.931.001.140.360.780.631.111. (F9X) gfortran options: -O3 -march=native -funroll-loops -fopenmp

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: sha5122 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 8259CL120240360480600SE +/- 0.19, N = 3SE +/- 1.03, N = 3SE +/- 0.15, N = 3SE +/- 0.97, N = 3SE +/- 0.19, N = 3SE +/- 0.56, N = 3SE +/- 0.77, N = 3SE +/- 0.11, N = 3SE +/- 0.28, N = 3SE +/- 2.72, N = 3SE +/- 2.94, N = 3SE +/- 0.61, N = 3SE +/- 0.28, N = 3SE +/- 2.61, N = 3SE +/- 1.80, N = 3SE +/- 2.12, N = 3489.15485.86501.98500.98489.51399.99488.81489.42401.13550.93487.55490.26478.09437.62438.23436.731. (CC) gcc options: -O2 -ggdb3 -lnettle -lgmp -lm -lcrypto

OpenBenchmarking.orgMbyte/s, More Is BetterNettle 3.5.1Test: chacha2 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 8259CL30060090012001500SE +/- 0.41, N = 3SE +/- 1.02, N = 3SE +/- 0.86, N = 3SE +/- 0.37, N = 3SE +/- 0.76, N = 3SE +/- 0.91, N = 3SE +/- 0.49, N = 3SE +/- 0.61, N = 3SE +/- 0.18, N = 3SE +/- 5.99, N = 3SE +/- 1.27, N = 3SE +/- 0.48, N = 3SE +/- 0.08, N = 3SE +/- 4.50, N = 3SE +/- 4.18, N = 3SE +/- 1.52, N = 31024.981020.091051.111051.941024.49837.611024.991025.38841.651172.151025.601027.59750.36917.75917.51920.51MIN: 518.14 / MAX: 2797.53MIN: 519.31 / MAX: 2788.96MIN: 532.77 / MAX: 2871.25MIN: 535.04 / MAX: 2870.94MIN: 507.67 / MAX: 2797.4MIN: 423.28 / MAX: 2294.55MIN: 521.91 / MAX: 2799.45MIN: 522.31 / MAX: 2798.89MIN: 428.69 / MAX: 2296.48MIN: 567.45 / MAX: 3234.29MIN: 515.88 / MAX: 2805.16MIN: 523.28 / MAX: 2803.78MIN: 382.32 / MAX: 2047.21MIN: 461.99 / MAX: 2517.41MIN: 463.47 / MAX: 2517.16MIN: 461.1 / MAX: 2517.21. (CC) gcc options: -O2 -ggdb3 -lnettle -lgmp -lm -lcrypto

OpenBenchmarking.orgMbyte/s, More Is BetterNettle 3.5.1Test: poly1305-aes2 x Xeon Gold 5220RXeon Gold 5220RXeon Platinum 82802 x Xeon Platinum 8280Xeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216Xeon W-3275M2 x Xeon Platinum 8275CL2 x Xeon Platinum 8275CL NUMA offEPYC 2 7R322 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA offXeon Platinum 8259CL7001400210028003500SE +/- 0.92, N = 3SE +/- 5.86, N = 3SE +/- 0.87, N = 3SE +/- 1.10, N = 3SE +/- 0.60, N = 3SE +/- 3.38, N = 3SE +/- 2.79, N = 3SE +/- 0.50, N = 3SE +/- 1.74, N = 3SE +/- 24.77, N = 3SE +/- 17.33, N = 3SE +/- 1.01, N = 3SE +/- 0.71, N = 3SE +/- 15.23, N = 3SE +/- 0.36, N = 3SE +/- 12.50, N = 32797.222779.782867.482868.692798.562291.692795.492797.432294.743207.982785.992803.552046.352497.862516.872492.481. (CC) gcc options: -O2 -ggdb3 -lnettle -lgmp -lm -lcrypto

119 Results Shown

Timed GCC Compilation
MKL-DNN DNNL:
  Convolution Batch conv_all - bf16bf16bf16
  Convolution Batch conv_all - u8s8f32
  Convolution Batch conv_all - f32
  Deconvolution Batch deconv_all - bf16bf16bf16
  Deconvolution Batch deconv_all - f32
Blender
Timed LLVM Compilation
High Performance Conjugate Gradient
PostgreSQL pgbench
Blender
Radiance Benchmark
Mlpack Benchmark
Numpy Benchmark
PostgreSQL pgbench
Renaissance
Blender
Mlpack Benchmark
dav1d
asmFish
OSPray
LuxCoreRender
Timed MrBayes Analysis
Timed GDB GNU Debugger Compilation
Appleseed
OSPray
MKL-DNN DNNL
OSPray
MKL-DNN DNNL:
  Convolution Batch conv_googlenet_v3 - u8s8f32
  Convolution Batch conv_googlenet_v3 - f32
Blender
DeepSpeech
OSPray
Appleseed
Timed Linux Kernel Compilation
Mlpack Benchmark
PyPerformance
Radiance Benchmark
Build2
Blender
OSPray
Appleseed
Stockfish
Chaos Group V-RAY
NAS Parallel Benchmarks
Renaissance
LuxCoreRender
Renaissance
John The Ripper
NAMD
MKL-DNN DNNL
Basis Universal
PyPerformance
Himeno Benchmark
MKL-DNN DNNL:
  IP Batch All - u8s8f32
  IP Batch All - f32
PyPerformance
NAS Parallel Benchmarks
MKL-DNN DNNL
Embree:
  Pathtracer - Asian Dragon Obj
  Pathtracer ISPC - Asian Dragon Obj
PyPerformance
Basis Universal
MKL-DNN DNNL
John The Ripper
OSPray
lzbench:
  Crush 0 - Decompression
  Crush 0 - Compression
NAS Parallel Benchmarks
Tungsten Renderer
Intel MPI Benchmarks
Embree
PyBench
Embree
lzbench:
  Zstd 8 - Decompression
  Zstd 8 - Compression
  Brotli 2 - Decompression
  Brotli 2 - Compression
  Zstd 1 - Decompression
  Zstd 1 - Compression
Mlpack Benchmark
MKL-DNN DNNL
Embree
SVT-AV1
MKL-DNN DNNL:
  Convolution Batch conv_alexnet - bf16bf16bf16
  Deconvolution Batch deconv_1d - u8s8f32
  Deconvolution Batch deconv_1d - bf16bf16bf16
Zstd Compression
MKL-DNN DNNL
Embree
dav1d
MKL-DNN DNNL
ArrayFire
PHPBench
MKL-DNN DNNL
Renaissance
OSPray
MKL-DNN DNNL
dav1d
ArrayFire
Tungsten Renderer
NAS Parallel Benchmarks
SVT-AV1
SMHasher:
  wyhash:
    MiB/sec
    cycles/hash
Scikit-Learn
DaCapo Benchmark
SVT-VP9
NAS Parallel Benchmarks
Intel Open Image Denoise
Nettle
NAS Parallel Benchmarks
LAMMPS Molecular Dynamics Simulator
MKL-DNN DNNL:
  Deconvolution Batch deconv_3d - bf16bf16bf16
  Deconvolution Batch deconv_3d - f32
CloverLeaf
Nettle:
  sha512
  chacha
  poly1305-aes