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 2301165-NI-2105245VE58
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AV1 2 Tests
Bioinformatics 2 Tests
Chess Test Suite 2 Tests
Timed Code Compilation 5 Tests
C/C++ Compiler Tests 16 Tests
Compression Tests 2 Tests
CPU Massive 27 Tests
Creator Workloads 14 Tests
Cryptography 3 Tests
Encoding 3 Tests
Fortran Tests 4 Tests
Game Development 3 Tests
HPC - High Performance Computing 13 Tests
Java 2 Tests
Machine Learning 4 Tests
Molecular Dynamics 3 Tests
MPI Benchmarks 5 Tests
Multi-Core 28 Tests
NVIDIA GPU Compute 4 Tests
Intel oneAPI 4 Tests
OpenMPI Tests 6 Tests
Programmer / Developer System Benchmarks 9 Tests
Python 5 Tests
Renderers 7 Tests
Scientific Computing 6 Tests
Server 2 Tests
Server CPU Tests 22 Tests
Single-Threaded 6 Tests
Video Encoding 3 Tests
Common Workstation Benchmarks 2 Tests

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  Test
  Duration
EPYC 2 7R32
August 22 2020
  7 Hours, 24 Minutes
Xeon W-3275M
April 19 2020
  9 Hours, 52 Minutes
Xeon Platinum 8259CL
October 03 2020
  10 Hours, 8 Minutes
2 x Xeon Platinum 8259CL NUMA off
September 17 2020
  9 Hours, 36 Minutes
2 x Xeon Platinum 8259CL
September 16 2020
  9 Hours, 25 Minutes
Xeon Platinum 8272CL
October 19 2020
  9 Hours, 25 Minutes
2 x Xeon Platinum 8272CL NUMA off
October 18 2020
  9 Hours, 58 Minutes
2 x Xeon Platinum 8272CL
October 17 2020
  9 Hours, 33 Minutes
Xeon Platinum 8280
March 28 2020
  8 Hours, 39 Minutes
2 x Xeon Platinum 8280
March 28 2020
  8 Hours, 49 Minutes
Xeon Platinum 8375C
May 22 2021
  8 Hours, 39 Minutes
2 x Xeon Platinum 8375C NUMA off
May 23 2021
  9 Hours, 17 Minutes
2 x Xeon Platinum 8375C
May 21 2021
  10 Hours, 27 Minutes
2 x Xeon Platinum 8490H SNC 2
January 16 2023
  6 Hours, 46 Minutes
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  9 Hours, 8 Minutes

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Xeon & EPYC TestsProcessorMotherboardChipsetMemoryDiskGraphicsMonitorNetworkAudioOSKernelDesktopDisplay ServerOpenGLCompilerFile-SystemScreen ResolutionDisplay DriverEPYC 2 7R32Xeon W-3275MXeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CLXeon Platinum 8272CL2 x Xeon Platinum 8272CL NUMA off2 x Xeon Platinum 8272CLXeon Platinum 82802 x Xeon Platinum 8280Xeon Platinum 8375C2 x Xeon Platinum 8375C NUMA off2 x Xeon Platinum 8375C2 x Xeon Platinum 8490H SNC 2AMD 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 I210Ubuntu 19.105.3.0-64-generic (x86_64)GNOME Shell 3.34.1X Server3.3 Mesa 19.2.8 (LLVM 9.0 128 bits)GCC 9.2.1 20191008ext4800x600Intel Xeon W-3275M @ 4.60GHz (28 Cores / 56 Threads)Supermicro X11SPA-T v1.01 (3.1 BIOS)Intel Sky Lake-E DMI3 Registers188GB2 x 1024GB Samsung SSD 970 PRO 1TBeVGA NVIDIA GeForce RTX 2080 Ti 11GB (1350/7000MHz)Realtek ALC888-VDBenQ SW271Intel I210 + Aquantia AQC107 NBase-T/IEEE5.3.0-46-generic (x86_64)GNOME Shell 3.34.3X Server 1.20.5NVIDIA 430.504.6.0GCC 9.2.1 20191008 + CUDA 10.13840x2160Intel Xeon Platinum 8259L @ 3.50GHz (24 Cores / 48 Threads)ASRockRack EP2C621D16-4LP (P2.20 BIOS)6 x 16384 MB DDR4-3200MT/s Hynix HMA82GR7CJR8N-XN256GB TOSHIBA THNSNJ25llvmpipe 93GBNVIDIA Device 10f8DELL UP2516D4 x Intel X722 for 1GbE5.3.0-64-generic (x86_64)GNOME Shell 3.34.1X Server3.3 Mesa 19.2.8 (LLVM 9.0 256 bits)GCC 9.2.1 201910082560x14402 x Intel Xeon Platinum 8259L @ 3.50GHz (48 Cores / 96 Threads)12 x 16384 MB DDR4-3200MT/s Hynix HMA82GR7CJR8N-XNllvmpipe 188GBIntel Xeon Platinum 8272CL @ 3.70GHz (26 Cores / 52 Threads)6 x 16384 MB DDR4-3200MT/s Hynix HMA82GR7CJR8N-XNllvmpipe 93GB2 x Intel Xeon Platinum 8272CL @ 3.70GHz (52 Cores / 104 Threads)12 x 16384 MB DDR4-3200MT/s Hynix HMA82GR7CJR8N-XN600GB INTEL SSDSC2BB60 + 10001GB Seagate ST10000NM0016-1T + 256GB TOSHIBA THNSNJ25llvmpipe 188GB256GB TOSHIBA THNSNJ25Intel Xeon Platinum 8280 @ 4.00GHz (28 Cores / 56 Threads)GIGABYTE MD61-SC2-00 v01000100 (T15 BIOS)6 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 9.3.01024x7682 x Intel Xeon Platinum 8280 @ 4.00GHz (56 Cores / 112 Threads)12 x 32 GB DDR4-2933MT/s HMA84GR7CJR4N-WMIntel Xeon Platinum 8375C @ 3.50GHz (32 Cores / 64 Threads)Supermicro X12DPi-N6 v1.00 (1.0a BIOS)Intel Device 09988 x 16384 MB DDR4-3200MT/s Samsung M393A2K43CB2-CWE600GB INTEL SSDSC2BB60 + 10001GB Seagate ST10000NM0016-1T + 256GB TOSHIBA THNSNJ25llvmpipe 126GBCrystal View2 x Intel I350Ubuntu 19.105.3.0-64-generic (x86_64)GNOME Shell 3.34.1X Server3.3 Mesa 19.2.8 (LLVM 9.0 256 bits)GCC 9.2.1 20191008800x6002 x Intel Xeon Platinum 8375C @ 3.50GHz (64 Cores / 128 Threads)16 x 16384 MB DDR4-3200MT/s Samsung M393A2K43CB2-CWEllvmpipe 251GBllvmpipe 252GB2 x Intel Xeon Platinum 8490H @ 1.90GHz (120 Cores / 240 Threads)Supermicro X13DDW-A v1.01 (1.0a BIOS)Intel Device 1bce1008GB2 x 7682GB SAMSUNG MZWLJ7T6HALA-0007C + 400GB Micron_7450_MTFDKBA400TFS + 29990GB SlowStorage + 1917GB SASCache + 960GB EX-CaliburllvmpipeNVIDIA GK107 HDMI AudioUbuntu 22.105.19.0-29-generic (x86_64)GNOME Shell 43.0X Server 1.21.1.4modesetting 1.21.14.5 Mesa 22.2.1 (LLVM 15.0.2 256 bits)GCC 12.2.01024x768OpenBenchmarking.orgCompiler Details- 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- 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- 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- 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- Xeon Platinum 8272CL: --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 8272CL 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- 2 x Xeon Platinum 8272CL: --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 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 Platinum 8375C: --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 8375C 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- 2 x Xeon Platinum 8375C: --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 8490H SNC 2: --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-cet --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-gnu-unique-object --enable-languages=c,ada,c++,go,d,fortran,objc,obj-c++,m2 --enable-libphobos-checking=release --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-defaulted --enable-offload-targets=nvptx-none=/build/gcc-12-U8K4Qv/gcc-12-12.2.0/debian/tmp-nvptx/usr,amdgcn-amdhsa=/build/gcc-12-U8K4Qv/gcc-12-12.2.0/debian/tmp-gcn/usr --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- EPYC 2 7R32: Scaling Governor: acpi-cpufreq ondemand - CPU Microcode: 0x8301034- Xeon W-3275M: Scaling Governor: intel_pstate powersave - CPU Microcode: 0x500002c- 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- 2 x Xeon Platinum 8259CL: Scaling Governor: intel_pstate powersave - CPU Microcode: 0x4002f01- Xeon Platinum 8272CL: Scaling Governor: intel_pstate powersave - CPU Microcode: 0x5002f01- 2 x Xeon Platinum 8272CL NUMA off: Scaling Governor: intel_pstate powersave - CPU Microcode: 0x5002f01- 2 x Xeon Platinum 8272CL: Scaling Governor: intel_pstate powersave - CPU Microcode: 0x5002f01- 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 Platinum 8375C: Scaling Governor: acpi-cpufreq ondemand - CPU Microcode: 0xd0001b2- 2 x Xeon Platinum 8375C NUMA off: Scaling Governor: acpi-cpufreq ondemand - CPU Microcode: 0xd0001b2- 2 x Xeon Platinum 8375C: Scaling Governor: acpi-cpufreq ondemand - CPU Microcode: 0xd0001b2- 2 x Xeon Platinum 8490H SNC 2: Scaling Governor: acpi-cpufreq schedutil - CPU Microcode: 0x2b0000a1Java Details- EPYC 2 7R32: OpenJDK Runtime Environment (build 11.0.7+10-post-Ubuntu-2ubuntu219.10)- Xeon W-3275M: OpenJDK Runtime Environment (build 11.0.6+10-post-Ubuntu-1ubuntu119.10.1)- 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)- 2 x Xeon Platinum 8259CL: OpenJDK Runtime Environment (build 11.0.7+10-post-Ubuntu-2ubuntu219.10)- Xeon Platinum 8272CL: OpenJDK Runtime Environment (build 11.0.7+10-post-Ubuntu-2ubuntu219.10)- 2 x Xeon Platinum 8272CL NUMA off: OpenJDK Runtime Environment (build 11.0.7+10-post-Ubuntu-2ubuntu219.10)- 2 x Xeon Platinum 8272CL: OpenJDK Runtime Environment (build 11.0.7+10-post-Ubuntu-2ubuntu219.10)- 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 Platinum 8375C: OpenJDK Runtime Environment (build 11.0.7+10-post-Ubuntu-2ubuntu219.10)- 2 x Xeon Platinum 8375C NUMA off: OpenJDK Runtime Environment (build 11.0.7+10-post-Ubuntu-2ubuntu219.10)- 2 x Xeon Platinum 8375C: OpenJDK Runtime Environment (build 11.0.7+10-post-Ubuntu-2ubuntu219.10)- 2 x Xeon Platinum 8490H SNC 2: OpenJDK Runtime Environment (build 11.0.17+8-post-Ubuntu-1ubuntu2)Python Details- EPYC 2 7R32: Python 2.7.17 + Python 3.7.5- Xeon W-3275M: Python 2.7.17 + Python 3.7.5- 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- 2 x Xeon Platinum 8259CL: Python 2.7.17 + Python 3.7.5- Xeon Platinum 8272CL: Python 2.7.17 + Python 3.7.5- 2 x Xeon Platinum 8272CL NUMA off: Python 2.7.17 + Python 3.7.5- 2 x Xeon Platinum 8272CL: Python 2.7.17 + Python 3.7.5- Xeon Platinum 8280: + Python 3.8.2- 2 x Xeon Platinum 8280: + Python 3.8.2- Xeon Platinum 8375C: Python 2.7.17 + Python 3.7.5- 2 x Xeon Platinum 8375C NUMA off: Python 2.7.17 + Python 3.7.5- 2 x Xeon Platinum 8375C: Python 2.7.17 + Python 3.7.5- 2 x Xeon Platinum 8490H SNC 2: + Python 3.10.7Security Details- 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- 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- 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- 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- Xeon Platinum 8272CL: 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 8272CL 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- 2 x Xeon Platinum 8272CL: 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 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 Platinum 8375C: 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 Enhanced IBRS IBPB: conditional RSB filling + srbds: Not affected + tsx_async_abort: Not affected- 2 x Xeon Platinum 8375C NUMA off: 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 Enhanced IBRS IBPB: conditional RSB filling + srbds: Not affected + tsx_async_abort: Not affected- 2 x Xeon Platinum 8375C: 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 Enhanced IBRS IBPB: conditional RSB filling + srbds: Not affected + tsx_async_abort: Not affected- 2 x Xeon Platinum 8490H SNC 2: itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + mmio_stale_data: Not affected + retbleed: Not affected + spec_store_bypass: Mitigation of SSB disabled via prctl + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Enhanced IBRS IBPB: conditional RSB filling PBRSB-eIBRS: SW sequence + srbds: Not affected + tsx_async_abort: Not affectedOpenCL Details- Xeon W-3275M: GPU Compute Cores: 4352Environment Details- 2 x Xeon Platinum 8490H SNC 2: DEBUGINFOD_URLS=https://debuginfod.ubuntu.com

EPYC 2 7R32Xeon W-3275MXeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CLXeon Platinum 8272CL2 x Xeon Platinum 8272CL NUMA off2 x Xeon Platinum 8272CLXeon Platinum 82802 x Xeon Platinum 8280Xeon Platinum 8375C2 x Xeon Platinum 8375C NUMA off2 x Xeon Platinum 8375C2 x Xeon Platinum 8490H SNC 2Logarithmic Result OverviewPhoronix Test SuiteArrayFireLuxCoreRenderEmbreeStockfishIntel MPI BenchmarksPostgreSQL pgbenchasmFishNAMDCloverLeafOSPrayBlenderChaos Group V-RAYPHPBenchLAMMPS Molecular Dynamics SimulatorRenaissancedav1dHimeno BenchmarkZstd CompressionIntel Open Image DenoiseDeepSpeechAppleseedScikit-LearnBasis UniversalPyPerformanceTimed MrBayes AnalysisTungsten RendererPyBenchRadiance BenchmarkMlpack BenchmarkNumpy BenchmarkTimed GCC CompilationDaCapo 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 - f32pgbench: Buffer Test - Normal Load - Read Writemkl-dnn: Deconvolution Batch deconv_all - bf16bf16bf16mkl-dnn: Deconvolution Batch deconv_all - f32pgbench: Buffer Test - Normal Load - Read Onlyblender: Barbershop - CPU-Onlyradiance: Serialbuild-llvm: Time To Compilerenaissance: Savina Reactors.IOnumpy: mlpack: scikit_linearridgeregressionhpcg: blender: Pabellon Barcelona - CPU-Onlymkl-dnn: Convolution Batch conv_googlenet_v3 - u8s8f32mkl-dnn: Convolution Batch conv_googlenet_v3 - f32mlpack: scikit_qdaasmfish: 1024 Hash Memory, 26 Depthmrbayes: Primate Phylogeny Analysisdav1d: Chimera 1080p 10-bitbuild-gdb: Time To Compileblender: Classroom - CPU-Onlymkl-dnn: Convolution Batch conv_googlenet_v3 - bf16bf16bf16luxcorerender: Rainbow Colors and Prismappleseed: Emilyospray: San Miguel - Path Tracerbuild-linux-kernel: Time To Compiledeepspeech: CPUappleseed: Material Testerpyperformance: python_startupospray: XFrog Forest - Path Tracerv-ray: CPUospray: San Miguel - SciVispyperformance: floatblender: Fishy Cat - CPU-Onlyrenaissance: Apache Spark PageRankospray: XFrog Forest - SciVisradiance: SMP Parallelmlpack: scikit_icabuild2: Time To Compileluxcorerender: DLSCstockfish: Total Timejohn-the-ripper: MD5renaissance: Apache Spark Bayespyperformance: regex_compileappleseed: Disney Materialnamd: ATPase Simulation - 327,506 Atomspyperformance: django_templatebasis: ETC1Sblender: BMW27 - CPU-Onlymkl-dnn: Convolution Batch conv_3d - u8s8f32himeno: Poisson Pressure Solvermkl-dnn: IP Batch All - u8s8f32mkl-dnn: IP Batch All - f32svt-av1: Enc Mode 4 - 1080pmkl-dnn: Convolution Batch conv_3d - bf16bf16bf16npb: EP.Dospray: NASA Streamlines - Path Tracernpb: BT.Cembree: Pathtracer - Asian Dragon Objcompress-zstd: Compressing ubuntu-16.04.3-server-i386.img, Compression Level 19embree: Pathtracer ISPC - Asian Dragon Objjohn-the-ripper: Blowfishtungsten: Water Causticmkl-dnn: IP Batch 1D - f32lzbench: Crush 0 - Decompressionlzbench: Crush 0 - Compressionintel-mpi: IMB-P2P PingPongbasis: UASTC Level 3renaissance: Scala Dottynpb: LU.Cpybench: Total For Average Test Timeslzbench: Zstd 8 - Decompressionlzbench: Zstd 8 - Compressionlzbench: Brotli 2 - Decompressionlzbench: Brotli 2 - Compressionlzbench: Zstd 1 - Decompressionlzbench: Zstd 1 - Compressionmlpack: scikit_svmmkl-dnn: Deconvolution Batch deconv_1d - u8s8f32mkl-dnn: Deconvolution Batch deconv_1d - bf16bf16bf16mkl-dnn: Deconvolution Batch deconv_1d - f32ospray: NASA Streamlines - SciVisarrayfire: BLAS CPUmkl-dnn: Convolution Batch conv_alexnet - bf16bf16bf16svt-av1: Enc Mode 8 - 1080pdav1d: Summer Nature 4Kmkl-dnn: Convolution Batch conv_alexnet - u8s8f32embree: Pathtracer - Crownphpbench: PHP Benchmark Suiteembree: Pathtracer ISPC - Crownmkl-dnn: Convolution Batch conv_alexnet - f32embree: Pathtracer - Asian Dragonmkl-dnn: Deconvolution Batch deconv_3d - u8s8f32embree: Pathtracer ISPC - Asian Dragonmkl-dnn: IP Batch 1D - bf16bf16bf16dav1d: Summer Nature 1080pnpb: SP.Barrayfire: Conjugate Gradient CPUospray: Magnetic Reconnection - SciVisdacapobench: Jythonscikit-learn: svt-vp9: Visual Quality Optimized - Bosphorus 1080psmhasher: wyhashsmhasher: wyhashtungsten: Hairlammps: Rhodopsin Proteinoidn: Memorialnpb: MG.Cnpb: EP.Cnettle: aes256mkl-dnn: Deconvolution Batch deconv_3d - bf16bf16bf16nettle: sha512mkl-dnn: Deconvolution Batch deconv_3d - f32cloverleaf: Lagrangian-Eulerian Hydrodynamicsnettle: chachanettle: poly1305-aesEPYC 2 7R32Xeon W-3275MXeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CLXeon Platinum 8272CL2 x Xeon Platinum 8272CL NUMA off2 x Xeon Platinum 8272CLXeon Platinum 82802 x Xeon Platinum 8280Xeon Platinum 8375C2 x Xeon Platinum 8375C NUMA off2 x Xeon Platinum 8375C2 x Xeon Platinum 8490H SNC 2849.19211728.8710.1406105.7289571485.47891303.121943177.79730.7200.03919303.561323.581.7917.0608132.04730.30642.541339.5411327897792.361140.14108.675101.348.12147.6858564.7324.00572.81599175.19370816.35.856289758.8265.6721641.95411.03219.65249.4759.9567.2811676502839720003057.05921362.4310470.4861466.454.31041.763076.763769.723664149.3398.883905.7143570.4616.60106415.5347.58069.23045.43306647522.32471.675603808120348261.02898519.1936577.34399821.891226126683564165114841815.161131.132.2254076.92990.79854.472321.171301.3647.646450052445.186996.688152.95321899.2452.3541676.1651225.1835.1340524610.419291.177.6745520.82128.7149330.153485.994665.33478.092.204710.36750.3572046.35994.5833880.442967.92878.39011704.2318043293.941292.62567696.505912304.79665.7281.67825186.666367.561.9914.1623265.4113.450449.874432.6566225641143.34881.60134.824213.36188.6113.79196.9297863.2536.367123.85252124.14730117.73.173301434.4894.5118.0921015.5435.72219.83654.9166.4153.536117065136540002743.623157106.6433920.8143449.947.65374.966183.113866.0909883.592187.544396.38916.59063210.528.6969347.5827.19528.38030.34584032621.55172.8671550910920246604.62318830.6346970.90469606.84951129884721196129950815.780.4584227.615951.7451545.453128.39702.06553.819256.6031.989324.550373433926.4010108.56830.10573852.3735.14955.56304537.8431426.534.4234043219.661282.1826298.7718.50812.710414.56227.3535376.113025.117070.608.46273550.932.275261.141172.1533207.981067.6414364.003402.07874.2015941.3181413368.211029.24512031.419231350.47842.099317.61026711.173321.132.0013.6425305.2012.705948.064031.9859350794138.84667.33132.228246.81207.9113.30219.31973.0041.137117.35692127.99629611.42.962906132.97122134.2222226.8455.38273.12561.2076.1473.045443711733840003017.325200120.1693460.8692564.157.39986.897095.623152.5014373.432367.890715.11217.32172677.648.0951975.3523.71929.67228.29283559925.35552.699774049116759832.2608735.9837200.75265522.461250108971587160106141018.670.4156147.982921.6392843.482950.16796.75346.873205.6330.880021.382956979324.7267107.80426.06384426.0632.90885.69900353.7824288.344.67737.04501212.088256.2420221.2524.18714.804613.04027.9933490.032641.325517.029.37107436.732.200531.11920.5132492.481073.7622198.181734.20461.9353168.7320811904.45743.695790827.572464211.37841.323244.94028251.828293.532.4216.5171157.997.6365125.067241.29105070606141.89888.66146.435124.67106.7145.52163.7072325.5429.276135.05100197.29377422.65.715305161.5812379.2225636.69410.32255.58857.6969.1955.8610410667666083333813.74620073.2162240.4542264.158.28048.003548.603130.8587132.781936.658425.9969.187515284.3415.5484766.1442.494610.29450.86487095524.77921.537293968632444647.43478323.1477566.34294642.99125396671543159103240719.620.3614144.465231.2258976.925650.71399.30852.314212.9919.372338.103357434846.418455.356546.90842252.6759.05024.46440400.2438493.577.60462.5516112.954229.5320231.5824.1549.0907321.88733.1043490.155059.025523.314.85689438.231.263950.63917.5052516.871012.0352197.811793.75559.4684009.4053311904.28739.163795715.311355211.33841.647232.05328107.036310.402.3027.1060158.138.7479425.772242.88119912357139.75089.55129.689124.59106.8936.40161.8463145.5827.581117.72613185.22973411.35.715180362.512379.0025275.15910.42258.34358.4866.6675.8810351385365546673495.61220073.5819130.4455164.257.82647.633551.383147.9075213.048669.976695.9559.206655310.1615.625104107.9942.76139.94950.97697088824.54371.576873948831988149.24637723.0887256.920120961.911252101169551157102739918.760.3762224.490391.2579576.925319.58399.29853.040215.6422.383038.122257348346.175756.646546.79202238.0559.05634.48918431.7653978.908.43062.5517212.459229.9120225.1824.1519.2621722.53533.8963393.355052.635513.084.87194437.621.266490.78917.7502497.861107.3663639.273089.34821.9674087.3028972751.001123.68546028.338296310.51796.578301.53123866.740340.721.91271.6812.028845.127131.5164230868133.48363.01142.501215.91173.3813.92211.9412513.3638.734117.86644129.030611.63.333394737.04119.3621895.6436.02257.23258.5774.2653.635817210737276672739.002117.1517980.7772460.654.19475.866437.603318.9791663.344277.407045.65314.07473033.289.0969011.3527.66858.30731.56753960424.21272.386064279719096342.65217432.1996900.1931184114575619168112243017.830.3782296.597781.4708447.623281.58662.75551.591208.5027.977925.121860485727.784498.666430.56533985.1036.75245.59680315.5129919.014.19640478611.212256.0220556.9623.67613.881814.01430.2234708.602974.155830.308.31677462.782.165811.05970.3832661.611110.2041842.971579.11436.8604921.0770961833.27877.207873066.757012195.61797.156230.85428365.568313.352.1316.5282142.816.8254023.672940.35107388344134.88382.65159.498109.3490.26366.79161.3768146.2128.129140.43949195.11148625.26.416217566.6711770.2224909.65511.63241.06355.9065.7726.9510975337771026673859.37919072.8484260.4017360.855.45641.223243.003315.2954713.105306.386526.4557.655615973.1817.44102113.0549.106110.08856.45957842023.82071.631064129336872935.14492821.1207347.0791182102274571168107843019.050.3364263.950671.3039590.916330.93332.31953.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3.172567353263.73611112.84912164.52777410.2695.935997.48133.3190.8786311284101.5194116.1626140.5892322.967.58496.9755477.1657.6382329.98753.500.61OpenBenchmarking.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 CompileEPYC 2 7R322 x Xeon Platinum 8490H SNC 22 x Xeon Platinum 8375CXeon W-3275M2 x Xeon Platinum 8280Xeon Platinum 8375C2 x Xeon Platinum 8259CL2 x Xeon Platinum 8375C NUMA offXeon Platinum 8280Xeon Platinum 8259CL2 x Xeon Platinum 8272CL2 x Xeon Platinum 8259CL NUMA offXeon Platinum 8272CL2 x Xeon Platinum 8272CL NUMA off2004006008001000SE +/- 0.63, N = 3SE +/- 1.15, N = 3SE +/- 0.28, N = 3SE +/- 0.44, N = 3SE +/- 0.24, N = 3SE +/- 1.19, N = 3SE +/- 0.68, N = 3SE +/- 0.07, N = 3SE +/- 0.29, N = 3SE +/- 0.67, N = 3SE +/- 2.75, N = 3SE +/- 1.08, N = 3SE +/- 0.80, N = 3SE +/- 0.66, N = 3849.19906.60970.92994.581005.531006.641012.041024.081063.711067.641068.471073.761107.371110.20
OpenBenchmarking.orgSeconds, Fewer Is BetterTimed GCC Compilation 9.3.0Time To CompileEPYC 2 7R322 x Xeon Platinum 8490H SNC 22 x Xeon Platinum 8375CXeon W-3275M2 x Xeon Platinum 8280Xeon Platinum 8375C2 x Xeon Platinum 8259CL2 x Xeon Platinum 8375C NUMA offXeon Platinum 8280Xeon Platinum 8259CL2 x Xeon Platinum 8272CL2 x Xeon Platinum 8259CL NUMA offXeon Platinum 8272CL2 x Xeon Platinum 8272CL NUMA off2004006008001000Min: 848.22 / Avg: 849.19 / Max: 850.38Min: 904.43 / Avg: 906.6 / Max: 908.33Min: 970.36 / Avg: 970.92 / Max: 971.26Min: 993.73 / Avg: 994.58 / Max: 995.19Min: 1005.1 / Avg: 1005.53 / Max: 1005.92Min: 1005.28 / Avg: 1006.63 / Max: 1009.01Min: 1010.89 / Avg: 1012.03 / Max: 1013.23Min: 1023.95 / Avg: 1024.08 / Max: 1024.19Min: 1063.13 / Avg: 1063.71 / Max: 1064.03Min: 1066.68 / Avg: 1067.64 / Max: 1068.93Min: 1065.45 / Avg: 1068.47 / Max: 1073.96Min: 1072.21 / Avg: 1073.76 / Max: 1075.84Min: 1105.88 / Avg: 1107.37 / Max: 1108.62Min: 1108.88 / Avg: 1110.2 / Max: 1110.91

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 Platinum 8375C NUMA off2 x Xeon Platinum 8375C2 x Xeon Platinum 82802 x Xeon Platinum 8272CL NUMA off2 x Xeon Platinum 8272CL2 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA offXeon Platinum 8375CXeon Platinum 8280Xeon Platinum 8272CLXeon W-3275MXeon Platinum 8259CL9001800270036004500SE +/- 1.02, N = 3SE +/- 4.43, N = 3SE +/- 1.13, N = 3SE +/- 1.52, N = 3SE +/- 5.10, N = 3SE +/- 0.11, N = 3SE +/- 0.30, N = 3SE +/- 0.18, N = 3SE +/- 0.26, N = 3SE +/- 0.18, N = 3SE +/- 0.11, N = 3SE +/- 0.11, N = 31381.171421.841766.351842.971844.782197.812198.182712.073497.473639.273880.444364.00MIN: 1361.11MIN: 1364.34MIN: 1757.1MIN: 1827.15MIN: 1827.01MIN: 2191.04MIN: 2191.82MIN: 2707.4MIN: 3490.41MIN: 3627.59MIN: 3767MIN: 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: bf16bf16bf162 x Xeon Platinum 8375C NUMA off2 x Xeon Platinum 8375C2 x Xeon Platinum 82802 x Xeon Platinum 8272CL NUMA off2 x Xeon Platinum 8272CL2 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA offXeon Platinum 8375CXeon Platinum 8280Xeon Platinum 8272CLXeon W-3275MXeon Platinum 8259CL8001600240032004000Min: 1380.05 / Avg: 1381.17 / Max: 1383.2Min: 1412.99 / Avg: 1421.84 / Max: 1426.44Min: 1765.16 / Avg: 1766.35 / Max: 1768.6Min: 1840.24 / Avg: 1842.97 / Max: 1845.48Min: 1839.41 / Avg: 1844.78 / Max: 1854.97Min: 2197.6 / Avg: 2197.81 / Max: 2197.95Min: 2197.76 / Avg: 2198.18 / Max: 2198.75Min: 2711.8 / Avg: 2712.07 / Max: 2712.4Min: 3497.1 / Avg: 3497.47 / Max: 3497.97Min: 3639.01 / Avg: 3639.27 / Max: 3639.62Min: 3880.24 / Avg: 3880.44 / Max: 3880.6Min: 4363.83 / Avg: 4364 / Max: 4364.21. (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 Platinum 8375C NUMA off2 x Xeon Platinum 8375C2 x Xeon Platinum 82802 x Xeon Platinum 8272CL NUMA off2 x Xeon Platinum 8272CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CLXeon Platinum 8375CXeon Platinum 8280Xeon W-3275MXeon Platinum 8272CLXeon Platinum 8259CLEPYC 2 7R323K6K9K12K15KSE +/- 0.16, N = 3SE +/- 11.98, N = 3SE +/- 3.12, N = 3SE +/- 1.89, N = 3SE +/- 0.32, N = 3SE +/- 0.82, N = 3SE +/- 1.51, N = 3SE +/- 1.48, N = 3SE +/- 1.24, N = 3SE +/- 15.10, N = 3SE +/- 9.96, N = 3SE +/- 4.13, N = 3SE +/- 19.01, N = 31107.341166.321517.441579.111640.451734.201793.752125.832846.122967.923089.343402.0711728.80MIN: 2813.78MIN: 2893.12MIN: 3035MIN: 3393.59MIN: 11565.11. (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 Platinum 8375C NUMA off2 x Xeon Platinum 8375C2 x Xeon Platinum 82802 x Xeon Platinum 8272CL NUMA off2 x Xeon Platinum 8272CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CLXeon Platinum 8375CXeon Platinum 8280Xeon W-3275MXeon Platinum 8272CLXeon Platinum 8259CLEPYC 2 7R322K4K6K8K10KMin: 1107.03 / Avg: 1107.34 / Max: 1107.56Min: 1142.37 / Avg: 1166.32 / Max: 1179.15Min: 1513.64 / Avg: 1517.44 / Max: 1523.62Min: 1576.52 / Avg: 1579.11 / Max: 1582.79Min: 1639.81 / Avg: 1640.45 / Max: 1640.8Min: 1732.87 / Avg: 1734.2 / Max: 1735.69Min: 1791.44 / Avg: 1793.75 / Max: 1796.6Min: 2123.53 / Avg: 2125.83 / Max: 2128.6Min: 2843.64 / Avg: 2846.12 / Max: 2847.53Min: 2951.08 / Avg: 2967.92 / Max: 2998.05Min: 3077.64 / Avg: 3089.34 / Max: 3109.16Min: 3397.75 / Avg: 3402.07 / Max: 3410.34Min: 11690.8 / Avg: 11728.8 / Max: 11749.11. (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 Platinum 8375C NUMA off2 x Xeon Platinum 8375C2 x Xeon Platinum 8272CL NUMA off2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 82802 x Xeon Platinum 8272CL2 x Xeon Platinum 8259CLXeon Platinum 8375CEPYC 2 7R32Xeon Platinum 8280Xeon Platinum 8272CLXeon Platinum 8259CLXeon W-3275M2004006008001000SE +/- 0.26, N = 3SE +/- 5.03, N = 3SE +/- 0.30, N = 3SE +/- 0.29, N = 3SE +/- 0.78, N = 3SE +/- 0.50, N = 3SE +/- 0.29, N = 3SE +/- 0.29, N = 3SE +/- 2.05, N = 3SE +/- 0.39, N = 3SE +/- 0.28, N = 3SE +/- 0.32, N = 3SE +/- 0.68, N = 3327.28399.24436.86461.94496.82534.33559.47598.19710.14765.75821.97874.20878.39MIN: 316.03MIN: 367.6MIN: 423.96MIN: 457.45MIN: 488.36MIN: 520.78MIN: 553.8MIN: 588.29MIN: 700.52MIN: 755.35MIN: 794.87MIN: 868.41MIN: 819.941. (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 Platinum 8375C NUMA off2 x Xeon Platinum 8375C2 x Xeon Platinum 8272CL NUMA off2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 82802 x Xeon Platinum 8272CL2 x Xeon Platinum 8259CLXeon Platinum 8375CEPYC 2 7R32Xeon Platinum 8280Xeon Platinum 8272CLXeon Platinum 8259CLXeon W-3275M150300450600750Min: 326.75 / Avg: 327.28 / Max: 327.6Min: 389.21 / Avg: 399.24 / Max: 404.88Min: 436.49 / Avg: 436.86 / Max: 437.45Min: 461.61 / Avg: 461.94 / Max: 462.5Min: 495.3 / Avg: 496.82 / Max: 497.87Min: 533.67 / Avg: 534.33 / Max: 535.3Min: 558.88 / Avg: 559.47 / Max: 559.78Min: 597.68 / Avg: 598.19 / Max: 598.67Min: 706.04 / Avg: 710.14 / Max: 712.25Min: 765.14 / Avg: 765.75 / Max: 766.49Min: 821.6 / Avg: 821.97 / Max: 822.52Min: 873.59 / Avg: 874.2 / Max: 874.65Min: 877.4 / Avg: 878.39 / Max: 879.691. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl

PostgreSQL pgbench

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

OpenBenchmarking.orgTPS, More Is BetterPostgreSQL pgbench 12.0Scaling: Buffer Test - Test: Normal Load - Mode: Read WriteXeon Platinum 82802 x Xeon Platinum 8490H SNC 22 x Xeon Platinum 8280Xeon W-3275MEPYC 2 7R32Xeon Platinum 8259CL2 x Xeon Platinum 8272CL NUMA off2 x Xeon Platinum 8375C NUMA offXeon Platinum 8272CL2 x Xeon Platinum 8259CLXeon Platinum 8375C2 x Xeon Platinum 8375C2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8272CL11K22K33K44K55KSE +/- 370.72, N = 3SE +/- 323.02, N = 3SE +/- 19.82, N = 3SE +/- 85.02, N = 3SE +/- 319.58, N = 12SE +/- 245.15, N = 12SE +/- 204.93, N = 12SE +/- 312.08, N = 9SE +/- 151.64, N = 9SE +/- 56.30, N = 3SE +/- 156.69, N = 9SE +/- 61.49, N = 9SE +/- 408.27, N = 6SE +/- 72.69, N = 653139.0625348.0624466.9111704.236105.735941.324921.084148.694087.304009.413870.433301.683168.732150.92-lpthread -lrt -ldl-lpthread -lrt -ldl-lpthread -lrt -ldl1. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lcrypt -lm
OpenBenchmarking.orgTPS, More Is BetterPostgreSQL pgbench 12.0Scaling: Buffer Test - Test: Normal Load - Mode: Read WriteXeon Platinum 82802 x Xeon Platinum 8490H SNC 22 x Xeon Platinum 8280Xeon W-3275MEPYC 2 7R32Xeon Platinum 8259CL2 x Xeon Platinum 8272CL NUMA off2 x Xeon Platinum 8375C NUMA offXeon Platinum 8272CL2 x Xeon Platinum 8259CLXeon Platinum 8375C2 x Xeon Platinum 8375C2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8272CL9K18K27K36K45KMin: 52431.12 / Avg: 53139.06 / Max: 53683.87Min: 24806.47 / Avg: 25348.06 / Max: 25923.87Min: 24428.59 / Avg: 24466.91 / Max: 24494.87Min: 11599 / Avg: 11704.23 / Max: 11872.53Min: 3879.36 / Avg: 6105.73 / Max: 8171.25Min: 3848.49 / Avg: 5941.32 / Max: 6968.46Min: 3929.86 / Avg: 4921.08 / Max: 6346.78Min: 3198.51 / Avg: 4148.69 / Max: 5608.39Min: 3466.56 / Avg: 4087.3 / Max: 4893.75Min: 3926.05 / Avg: 4009.41 / Max: 4116.64Min: 3171.16 / Avg: 3870.43 / Max: 4744.06Min: 3103.31 / Avg: 3301.68 / Max: 3733.31Min: 1143.58 / Avg: 3168.73 / Max: 3711.81Min: 1847.26 / Avg: 2150.92 / Max: 2364.631. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lcrypt -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_all - Data Type: bf16bf16bf162 x Xeon Platinum 8375C NUMA off2 x Xeon Platinum 8375C2 x Xeon Platinum 82802 x Xeon Platinum 8272CL NUMA off2 x Xeon Platinum 8272CL2 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA offXeon Platinum 8375CXeon Platinum 8272CLXeon Platinum 8280Xeon W-3275MXeon Platinum 8259CL7001400210028003500SE +/- 2.42, N = 3SE +/- 1.11, N = 3SE +/- 0.87, N = 3SE +/- 3.61, N = 3SE +/- 1.93, N = 3SE +/- 0.13, N = 3SE +/- 0.44, N = 3SE +/- 7.07, N = 3SE +/- 1.11, N = 3SE +/- 5.43, N = 3SE +/- 4.61, N = 3SE +/- 0.16, N = 31166.691211.211779.151833.271838.601904.281904.452063.422751.002935.993293.943368.21MIN: 1113.61MIN: 1117.5MIN: 1772.45MIN: 1806.74MIN: 1808.61MIN: 1898.87MIN: 1899.24MIN: 2042.76MIN: 2720.09MIN: 2926MIN: 3137.48MIN: 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: bf16bf16bf162 x Xeon Platinum 8375C NUMA off2 x Xeon Platinum 8375C2 x Xeon Platinum 82802 x Xeon Platinum 8272CL NUMA off2 x Xeon Platinum 8272CL2 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA offXeon Platinum 8375CXeon Platinum 8272CLXeon Platinum 8280Xeon W-3275MXeon Platinum 8259CL6001200180024003000Min: 1162.08 / Avg: 1166.69 / Max: 1170.26Min: 1209.28 / Avg: 1211.21 / Max: 1213.14Min: 1777.42 / Avg: 1779.15 / Max: 1780.16Min: 1828.62 / Avg: 1833.27 / Max: 1840.38Min: 1835.44 / Avg: 1838.6 / Max: 1842.1Min: 1904.05 / Avg: 1904.28 / Max: 1904.48Min: 1903.65 / Avg: 1904.45 / Max: 1905.17Min: 2056.18 / Avg: 2063.42 / Max: 2077.55Min: 2749.57 / Avg: 2751 / Max: 2753.19Min: 2930.24 / Avg: 2935.99 / Max: 2946.84Min: 3285.95 / Avg: 3293.94 / Max: 3301.93Min: 3367.92 / Avg: 3368.21 / Max: 3368.451. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl

OpenBenchmarking.orgms, Fewer Is BetterMKL-DNN DNNL 1.1Harness: Deconvolution Batch deconv_all - Data Type: f322 x Xeon Platinum 8375C NUMA off2 x Xeon Platinum 8375CXeon Platinum 8375C2 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8272CL NUMA off2 x Xeon Platinum 8272CL2 x Xeon Platinum 8280Xeon Platinum 8259CLXeon Platinum 8280Xeon Platinum 8272CLXeon W-3275MEPYC 2 7R3230060090012001500SE +/- 0.19, N = 3SE +/- 1.02, N = 3SE +/- 0.11, N = 3SE +/- 0.85, N = 3SE +/- 0.88, N = 3SE +/- 0.90, N = 3SE +/- 10.37, N = 3SE +/- 0.39, N = 3SE +/- 0.97, N = 3SE +/- 0.33, N = 3SE +/- 0.87, N = 3SE +/- 16.26, N = 5SE +/- 1.29, N = 3458.49469.43724.60739.16743.70877.21881.09881.781029.241113.541123.681292.621485.47MIN: 452.45MIN: 455.81MIN: 719.66MIN: 731.99MIN: 737.27MIN: 867.81MIN: 860.45MIN: 874.01MIN: 1023.45MIN: 1108.65MIN: 1108.94MIN: 1177.9MIN: 1462.151. (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 Platinum 8375C NUMA off2 x Xeon Platinum 8375CXeon Platinum 8375C2 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8272CL NUMA off2 x Xeon Platinum 8272CL2 x Xeon Platinum 8280Xeon Platinum 8259CLXeon Platinum 8280Xeon Platinum 8272CLXeon W-3275MEPYC 2 7R3230060090012001500Min: 458.2 / Avg: 458.49 / Max: 458.86Min: 468.03 / Avg: 469.43 / Max: 471.42Min: 724.43 / Avg: 724.6 / Max: 724.8Min: 737.56 / Avg: 739.16 / Max: 740.46Min: 742.16 / Avg: 743.69 / Max: 745.22Min: 876.19 / Avg: 877.21 / Max: 879.01Min: 870.18 / Avg: 881.09 / Max: 901.81Min: 881.02 / Avg: 881.78 / Max: 882.23Min: 1028.01 / Avg: 1029.24 / Max: 1031.16Min: 1112.88 / Avg: 1113.54 / Max: 1113.91Min: 1122.08 / Avg: 1123.68 / Max: 1125.06Min: 1264.29 / Avg: 1292.62 / Max: 1344.11Min: 1483.62 / Avg: 1485.47 / Max: 1487.961. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl

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 Platinum 8375C2 x Xeon Platinum 8280EPYC 2 7R322 x Xeon Platinum 8272CL NUMA off2 x Xeon Platinum 8272CL2 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA offXeon Platinum 8375C2 x Xeon Platinum 8375C NUMA offXeon W-3275MXeon Platinum 8280Xeon Platinum 8272CLXeon Platinum 8259CL2 x Xeon Platinum 8490H SNC 2200K400K600K800K1000KSE +/- 83725.25, N = 9SE +/- 10457.35, N = 3SE +/- 953.22, N = 3SE +/- 12996.71, N = 4SE +/- 2758.93, N = 3SE +/- 2473.02, N = 3SE +/- 1194.42, N = 3SE +/- 3720.11, N = 3SE +/- 3241.20, N = 3SE +/- 3571.60, N = 3SE +/- 1625.61, N = 3SE +/- 2217.17, N = 3SE +/- 194.45, N = 3SE +/- 26058.60, N = 91063447.92909916.49891303.12873066.76857060.94795715.31790827.57751908.53735555.97567696.51560887.77546028.34512031.42285712.30-lpthread -lrt -ldl-lpthread -lrt -ldl-lpthread -lrt -ldl-lpthread -lrt -ldl-lpthread -lrt -ldl-lpthread -lrt -ldl-lpthread -lrt -ldl-lpthread -lrt -ldl-lpthread -lrt -ldl-lpthread -lrt -ldl-lpthread -lrt -ldl-lpthread -lrt -ldl-lpthread -lrt -ldl1. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lcrypt -lm
OpenBenchmarking.orgTPS, More Is BetterPostgreSQL pgbench 12.0Scaling: Buffer Test - Test: Normal Load - Mode: Read Only2 x Xeon Platinum 8375C2 x Xeon Platinum 8280EPYC 2 7R322 x Xeon Platinum 8272CL NUMA off2 x Xeon Platinum 8272CL2 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA offXeon Platinum 8375C2 x Xeon Platinum 8375C NUMA offXeon W-3275MXeon Platinum 8280Xeon Platinum 8272CLXeon Platinum 8259CL2 x Xeon Platinum 8490H SNC 2200K400K600K800K1000KMin: 721871.28 / Avg: 1063447.92 / Max: 1260404.67Min: 889390.87 / Avg: 909916.49 / Max: 923656.76Min: 889665.53 / Avg: 891303.12 / Max: 892967.25Min: 854920.98 / Avg: 873066.76 / Max: 911585.01Min: 854148.42 / Avg: 857060.94 / Max: 862575.88Min: 791487.07 / Avg: 795715.31 / Max: 800051.82Min: 789522.7 / Avg: 790827.57 / Max: 793212.9Min: 744471.21 / Avg: 751908.53 / Max: 755806.67Min: 729424.81 / Avg: 735555.97 / Max: 740444.4Min: 560577.35 / Avg: 567696.51 / Max: 571763.28Min: 558294.41 / Avg: 560887.77 / Max: 563882.61Min: 542676.27 / Avg: 546028.34 / Max: 550218.39Min: 511814.6 / Avg: 512031.42 / Max: 512419.43Min: 180377.97 / Avg: 285712.3 / Max: 408012.181. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lcrypt -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: Barbershop - Compute: CPU-Only2 x Xeon Platinum 8375C NUMA off2 x Xeon Platinum 8375CEPYC 2 7R322 x Xeon Platinum 82802 x Xeon Platinum 8272CL NUMA off2 x Xeon Platinum 8272CL2 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA offXeon Platinum 8375C2 x Xeon Platinum 8490H SNC 2Xeon Platinum 8280Xeon W-3275MXeon Platinum 8272CLXeon Platinum 8259CL80160240320400SE +/- 0.37, N = 3SE +/- 0.83, N = 3SE +/- 0.49, N = 3SE +/- 0.40, N = 3SE +/- 0.14, N = 3SE +/- 0.56, N = 3SE +/- 0.16, N = 3SE +/- 0.10, N = 3SE +/- 0.41, N = 3SE +/- 2.15, N = 3SE +/- 0.20, N = 3SE +/- 0.22, N = 3SE +/- 0.21, N = 3SE +/- 0.10, N = 3158.72161.71177.79187.33195.61195.96211.33211.37218.42255.01287.80304.79310.51350.47
OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.82Blend File: Barbershop - Compute: CPU-Only2 x Xeon Platinum 8375C NUMA off2 x Xeon Platinum 8375CEPYC 2 7R322 x Xeon Platinum 82802 x Xeon Platinum 8272CL NUMA off2 x Xeon Platinum 8272CL2 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA offXeon Platinum 8375C2 x Xeon Platinum 8490H SNC 2Xeon Platinum 8280Xeon W-3275MXeon Platinum 8272CLXeon Platinum 8259CL60120180240300Min: 158.35 / Avg: 158.72 / Max: 159.47Min: 160.66 / Avg: 161.71 / Max: 163.36Min: 177 / Avg: 177.79 / Max: 178.69Min: 186.86 / Avg: 187.33 / Max: 188.13Min: 195.42 / Avg: 195.61 / Max: 195.88Min: 195.13 / Avg: 195.96 / Max: 197.02Min: 211.05 / Avg: 211.33 / Max: 211.62Min: 211.2 / Avg: 211.37 / Max: 211.53Min: 217.62 / Avg: 218.42 / Max: 218.98Min: 252.52 / Avg: 255.01 / Max: 259.3Min: 287.51 / Avg: 287.8 / Max: 288.18Min: 304.34 / Avg: 304.79 / Max: 305.02Min: 310.14 / Avg: 310.51 / Max: 310.87Min: 350.28 / Avg: 350.47 / Max: 350.58

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 Platinum 8490H SNC 2Xeon Platinum 8375C2 x Xeon Platinum 8375C NUMA off2 x Xeon Platinum 8375CXeon W-3275M2 x Xeon Platinum 8280Xeon Platinum 8280EPYC 2 7R322 x Xeon Platinum 8272CLXeon Platinum 8272CL2 x Xeon Platinum 8272CL NUMA off2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CLXeon Platinum 8259CL2004006008001000571.51654.18654.58654.98665.70728.25728.36730.70796.43796.58797.16841.32841.65842.10

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 Platinum 8375C2 x Xeon Platinum 8375C NUMA offEPYC 2 7R32Xeon Platinum 8375C2 x Xeon Platinum 8272CL2 x Xeon Platinum 82802 x Xeon Platinum 8272CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA offXeon W-3275MXeon Platinum 8272CLXeon Platinum 8280Xeon Platinum 8259CL70140210280350SE +/- 1.19, N = 3SE +/- 0.59, N = 3SE +/- 0.72, N = 3SE +/- 2.77, N = 3SE +/- 0.90, N = 3SE +/- 1.01, N = 3SE +/- 0.97, N = 3SE +/- 1.13, N = 3SE +/- 1.40, N = 3SE +/- 2.68, N = 3SE +/- 1.00, N = 3SE +/- 4.79, N = 3SE +/- 5.07, N = 3167.67178.75200.04215.84216.89221.52230.85232.05244.94281.68301.53308.74317.61
OpenBenchmarking.orgSeconds, Fewer Is BetterTimed LLVM Compilation 10.0Time To Compile2 x Xeon Platinum 8375C2 x Xeon Platinum 8375C NUMA offEPYC 2 7R32Xeon Platinum 8375C2 x Xeon Platinum 8272CL2 x Xeon Platinum 82802 x Xeon Platinum 8272CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA offXeon W-3275MXeon Platinum 8272CLXeon Platinum 8280Xeon Platinum 8259CL60120180240300Min: 166.47 / Avg: 167.67 / Max: 170.05Min: 177.97 / Avg: 178.75 / Max: 179.91Min: 198.61 / Avg: 200.04 / Max: 200.85Min: 210.46 / Avg: 215.84 / Max: 219.7Min: 215.14 / Avg: 216.89 / Max: 218.14Min: 219.72 / Avg: 221.51 / Max: 223.23Min: 229.59 / Avg: 230.85 / Max: 232.77Min: 229.92 / Avg: 232.05 / Max: 233.75Min: 242.72 / Avg: 244.94 / Max: 247.52Min: 276.37 / Avg: 281.68 / Max: 284.93Min: 300.13 / Avg: 301.53 / Max: 303.47Min: 303.36 / Avg: 308.74 / Max: 318.29Min: 307.46 / Avg: 317.61 / Max: 322.83

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.IOEPYC 2 7R32Xeon Platinum 8375CXeon Platinum 8280Xeon Platinum 8272CLXeon W-3275MXeon Platinum 8259CL2 x Xeon Platinum 82802 x Xeon Platinum 8272CL2 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8272CL NUMA off2 x Xeon Platinum 8375C NUMA off2 x Xeon Platinum 8375C2 x Xeon Platinum 8490H SNC 212K24K36K48K60KSE +/- 365.25, N = 20SE +/- 414.26, N = 25SE +/- 593.14, N = 25SE +/- 642.38, N = 25SE +/- 599.32, N = 25SE +/- 428.64, N = 25SE +/- 474.27, N = 25SE +/- 484.84, N = 25SE +/- 482.43, N = 25SE +/- 502.20, N = 25SE +/- 618.01, N = 25SE +/- 472.37, N = 25SE +/- 695.27, N = 20SE +/- 879.29, N = 2519303.5621743.3221975.1223866.7425186.6726711.1726764.9427891.3028107.0428251.8328365.5729523.6531368.9455609.51
OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.10.0Test: Savina Reactors.IOEPYC 2 7R32Xeon Platinum 8375CXeon Platinum 8280Xeon Platinum 8272CLXeon W-3275MXeon Platinum 8259CL2 x Xeon Platinum 82802 x Xeon Platinum 8272CL2 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8272CL NUMA off2 x Xeon Platinum 8375C NUMA off2 x Xeon Platinum 8375C2 x Xeon Platinum 8490H SNC 210K20K30K40K50KMin: 16941.93 / Avg: 19303.56 / Max: 22791.25Min: 17690.32 / Avg: 21743.32 / Max: 26735.59Min: 17734.61 / Avg: 21975.12 / Max: 28898.8Min: 19628.66 / Avg: 23866.74 / Max: 30223.57Min: 16222.27 / Avg: 25186.67 / Max: 29726.62Min: 23238.74 / Avg: 26711.17 / Max: 31285.36Min: 22718.24 / Avg: 26764.94 / Max: 32273.84Min: 21914.78 / Avg: 27891.3 / Max: 30946.97Min: 21225.5 / Avg: 28107.04 / Max: 31990.96Min: 24552.08 / Avg: 28251.83 / Max: 32428.24Min: 21153.9 / Avg: 28365.57 / Max: 35109.89Min: 25669.4 / Avg: 29523.65 / Max: 36877.85Min: 27601.39 / Avg: 31368.93 / Max: 39794.69Min: 46015.97 / Avg: 55609.51 / Max: 65084.18

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 Platinum 8490H SNC 2Xeon Platinum 8375C2 x Xeon Platinum 8375CXeon W-3275MXeon Platinum 8272CLXeon Platinum 82802 x Xeon Platinum 8272CLEPYC 2 7R322 x Xeon Platinum 8280Xeon Platinum 8259CL2 x Xeon Platinum 8375C NUMA off2 x Xeon Platinum 8272CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA off80160240320400SE +/- 4.67, N = 6SE +/- 1.61, N = 3SE +/- 0.82, N = 3SE +/- 2.73, N = 3SE +/- 0.38, N = 3SE +/- 2.42, N = 3SE +/- 1.12, N = 3SE +/- 1.14, N = 3SE +/- 3.00, N = 3SE +/- 0.75, N = 3SE +/- 4.12, N = 3SE +/- 4.33, N = 3SE +/- 0.76, N = 3SE +/- 3.32, N = 3387.76374.90370.96367.56340.72330.33324.39323.58321.82321.13316.75313.35310.40293.53
OpenBenchmarking.orgScore, More Is BetterNumpy Benchmark2 x Xeon Platinum 8490H SNC 2Xeon Platinum 8375C2 x Xeon Platinum 8375CXeon W-3275MXeon Platinum 8272CLXeon Platinum 82802 x Xeon Platinum 8272CLEPYC 2 7R322 x Xeon Platinum 8280Xeon Platinum 8259CL2 x Xeon Platinum 8375C NUMA off2 x Xeon Platinum 8272CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA off70140210280350Min: 366.45 / Avg: 387.76 / Max: 400.93Min: 373.25 / Avg: 374.9 / Max: 378.11Min: 369.37 / Avg: 370.96 / Max: 372.13Min: 362.41 / Avg: 367.56 / Max: 371.7Min: 340.01 / Avg: 340.72 / Max: 341.3Min: 327.88 / Avg: 330.33 / Max: 335.16Min: 322.26 / Avg: 324.39 / Max: 326.04Min: 321.84 / Avg: 323.58 / Max: 325.72Min: 315.83 / Avg: 321.82 / Max: 324.87Min: 319.91 / Avg: 321.13 / Max: 322.49Min: 311.95 / Avg: 316.75 / Max: 324.96Min: 306.21 / Avg: 313.35 / Max: 321.18Min: 308.9 / Avg: 310.4 / Max: 311.36Min: 287.96 / Avg: 293.53 / Max: 299.44

Mlpack Benchmark

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

OpenBenchmarking.orgSeconds, Fewer Is BetterMlpack BenchmarkBenchmark: scikit_linearridgeregressionXeon Platinum 8280EPYC 2 7R322 x Xeon Platinum 8280Xeon Platinum 8272CLXeon W-3275MXeon Platinum 8259CL2 x Xeon Platinum 8272CL NUMA off2 x Xeon Platinum 8272CL2 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA offXeon Platinum 8375C2 x Xeon Platinum 8375C2 x Xeon Platinum 8375C NUMA off2 x Xeon Platinum 8490H SNC 21.25782.51563.77345.03126.289SE +/- 0.02, N = 3SE +/- 0.02, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.02, N = 3SE +/- 0.02, N = 15SE +/- 0.02, N = 9SE +/- 0.03, N = 3SE +/- 0.02, N = 15SE +/- 0.02, N = 12SE +/- 0.01, N = 3SE +/- 0.02, N = 10SE +/- 0.01, N = 3SE +/- 0.07, N = 151.671.791.821.911.992.002.132.162.302.422.542.602.755.59
OpenBenchmarking.orgSeconds, Fewer Is BetterMlpack BenchmarkBenchmark: scikit_linearridgeregressionXeon Platinum 8280EPYC 2 7R322 x Xeon Platinum 8280Xeon Platinum 8272CLXeon W-3275MXeon Platinum 8259CL2 x Xeon Platinum 8272CL NUMA off2 x Xeon Platinum 8272CL2 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA offXeon Platinum 8375C2 x Xeon Platinum 8375C2 x Xeon Platinum 8375C NUMA off2 x Xeon Platinum 8490H SNC 2246810Min: 1.64 / Avg: 1.67 / Max: 1.7Min: 1.75 / Avg: 1.79 / Max: 1.83Min: 1.79 / Avg: 1.82 / Max: 1.88Min: 1.87 / Avg: 1.91 / Max: 1.96Min: 1.96 / Avg: 1.99 / Max: 2.03Min: 1.75 / Avg: 2 / Max: 2.1Min: 1.99 / Avg: 2.13 / Max: 2.22Min: 2.11 / Avg: 2.16 / Max: 2.22Min: 2.18 / Avg: 2.3 / Max: 2.47Min: 2.33 / Avg: 2.42 / Max: 2.51Min: 2.53 / Avg: 2.54 / Max: 2.55Min: 2.44 / Avg: 2.6 / Max: 2.74Min: 2.73 / Avg: 2.75 / Max: 2.77Min: 5.17 / Avg: 5.59 / Max: 6.04

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 Platinum 8490H SNC 22 x Xeon Platinum 8375C2 x Xeon Platinum 82802 x Xeon Platinum 8375C NUMA off2 x Xeon Platinum 8259CL2 x Xeon Platinum 8272CLXeon Platinum 8375CEPYC 2 7R322 x Xeon Platinum 8272CL NUMA off2 x Xeon Platinum 8259CL NUMA offXeon Platinum 8280Xeon W-3275MXeon Platinum 8259CL1428425670SE +/- 0.02, N = 3SE +/- 0.19, N = 3SE +/- 0.25, N = 3SE +/- 0.01, N = 3SE +/- 0.13, N = 3SE +/- 0.09, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.04, N = 3SE +/- 0.15, N = 3SE +/- 0.03, N = 362.2539.1628.8527.2127.1126.7020.1717.0616.5316.5214.9114.1613.64-pthread-pthread-pthread-pthread-pthread-pthread-pthread-pthread-pthread-pthread-pthread-pthread1. (CXX) g++ options: -O3 -ffast-math -ftree-vectorize -lmpi_cxx -lmpi
OpenBenchmarking.orgGFLOP/s, More Is BetterHigh Performance Conjugate Gradient 3.12 x Xeon Platinum 8490H SNC 22 x Xeon Platinum 8375C2 x Xeon Platinum 82802 x Xeon Platinum 8375C NUMA off2 x Xeon Platinum 8259CL2 x Xeon Platinum 8272CLXeon Platinum 8375CEPYC 2 7R322 x Xeon Platinum 8272CL NUMA off2 x Xeon Platinum 8259CL NUMA offXeon Platinum 8280Xeon W-3275MXeon Platinum 8259CL1224364860Min: 62.22 / Avg: 62.25 / Max: 62.28Min: 38.83 / Avg: 39.16 / Max: 39.49Min: 28.36 / Avg: 28.85 / Max: 29.14Min: 27.18 / Avg: 27.21 / Max: 27.22Min: 26.88 / Avg: 27.11 / Max: 27.33Min: 26.53 / Avg: 26.7 / Max: 26.85Min: 20.14 / Avg: 20.17 / Max: 20.19Min: 17.05 / Avg: 17.06 / Max: 17.07Min: 16.52 / Avg: 16.53 / Max: 16.53Min: 16.51 / Avg: 16.52 / Max: 16.52Min: 14.87 / Avg: 14.91 / Max: 14.99Min: 13.94 / Avg: 14.16 / Max: 14.45Min: 13.58 / Avg: 13.64 / Max: 13.691. (CXX) g++ options: -O3 -ffast-math -ftree-vectorize -lmpi_cxx -lmpi

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 Platinum 8490H SNC 22 x Xeon Platinum 8375C NUMA off2 x Xeon Platinum 8375C2 x Xeon Platinum 8280EPYC 2 7R322 x Xeon Platinum 8272CL NUMA off2 x Xeon Platinum 8272CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CLXeon Platinum 8375CXeon Platinum 8280Xeon W-3275MXeon Platinum 8272CLXeon Platinum 8259CL70140210280350SE +/- 0.08, N = 3SE +/- 0.80, N = 3SE +/- 0.71, N = 3SE +/- 0.26, N = 3SE +/- 0.51, N = 3SE +/- 0.25, N = 3SE +/- 0.50, N = 3SE +/- 0.13, N = 3SE +/- 0.05, N = 3SE +/- 0.06, N = 3SE +/- 0.05, N = 3SE +/- 0.73, N = 3SE +/- 0.31, N = 3SE +/- 0.07, N = 376.3299.21100.51129.01132.04142.81143.31157.99158.13177.57246.31265.41271.68305.20
OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.82Blend File: Pabellon Barcelona - Compute: CPU-Only2 x Xeon Platinum 8490H SNC 22 x Xeon Platinum 8375C NUMA off2 x Xeon Platinum 8375C2 x Xeon Platinum 8280EPYC 2 7R322 x Xeon Platinum 8272CL NUMA off2 x Xeon Platinum 8272CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CLXeon Platinum 8375CXeon Platinum 8280Xeon W-3275MXeon Platinum 8272CLXeon Platinum 8259CL50100150200250Min: 76.18 / Avg: 76.32 / Max: 76.44Min: 97.61 / Avg: 99.21 / Max: 100.04Min: 99.09 / Avg: 100.51 / Max: 101.26Min: 128.65 / Avg: 129.01 / Max: 129.51Min: 131.01 / Avg: 132.04 / Max: 132.59Min: 142.48 / Avg: 142.81 / Max: 143.3Min: 142.74 / Avg: 143.31 / Max: 144.3Min: 157.74 / Avg: 157.99 / Max: 158.16Min: 158.04 / Avg: 158.13 / Max: 158.22Min: 177.48 / Avg: 177.57 / Max: 177.67Min: 246.23 / Avg: 246.31 / Max: 246.39Min: 264.01 / Avg: 265.41 / Max: 266.46Min: 271.06 / Avg: 271.68 / Max: 272.05Min: 305.11 / Avg: 305.2 / Max: 305.33

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: Convolution Batch conv_googlenet_v3 - Data Type: u8s8f322 x Xeon Platinum 8375C NUMA off2 x Xeon Platinum 8375C2 x Xeon Platinum 8272CL NUMA offXeon Platinum 8375C2 x Xeon Platinum 82802 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8272CL2 x Xeon Platinum 8259CLXeon Platinum 8280Xeon Platinum 8272CLXeon Platinum 8259CLXeon W-3275MEPYC 2 7R32160320480640800SE +/- 0.02282, N = 3SE +/- 0.04742, N = 12SE +/- 0.00507, N = 3SE +/- 0.00678, N = 3SE +/- 0.03597, N = 3SE +/- 0.01740, N = 3SE +/- 0.04094, N = 3SE +/- 0.02555, N = 3SE +/- 0.01386, N = 3SE +/- 0.02875, N = 3SE +/- 0.00834, N = 3SE +/- 0.01662, N = 3SE +/- 7.24186, N = 34.715745.354266.825407.350387.460507.636517.797088.7479411.2900012.0288012.7059013.45040730.30600MIN: 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: u8s8f322 x Xeon Platinum 8375C NUMA off2 x Xeon Platinum 8375C2 x Xeon Platinum 8272CL NUMA offXeon Platinum 8375C2 x Xeon Platinum 82802 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8272CL2 x Xeon Platinum 8259CLXeon Platinum 8280Xeon Platinum 8272CLXeon Platinum 8259CLXeon W-3275MEPYC 2 7R32130260390520650Min: 4.67 / Avg: 4.72 / Max: 4.74Min: 4.88 / Avg: 5.35 / Max: 5.47Min: 6.82 / Avg: 6.83 / Max: 6.83Min: 7.34 / Avg: 7.35 / Max: 7.36Min: 7.4 / Avg: 7.46 / Max: 7.52Min: 7.62 / Avg: 7.64 / Max: 7.67Min: 7.74 / Avg: 7.8 / Max: 7.88Min: 8.71 / Avg: 8.75 / Max: 8.79Min: 11.27 / Avg: 11.29 / Max: 11.32Min: 11.97 / Avg: 12.03 / Max: 12.06Min: 12.69 / Avg: 12.71 / Max: 12.72Min: 13.43 / Avg: 13.45 / Max: 13.48Min: 717.38 / Avg: 730.31 / Max: 742.421. (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 Platinum 8375C NUMA off2 x Xeon Platinum 8375C2 x Xeon Platinum 82802 x Xeon Platinum 8272CL NUMA off2 x Xeon Platinum 8272CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CLXeon Platinum 8375CXeon Platinum 8280EPYC 2 7R32Xeon Platinum 8272CLXeon Platinum 8259CLXeon W-3275M1122334455SE +/- 0.08, N = 3SE +/- 0.18, N = 12SE +/- 0.09, N = 3SE +/- 0.09, N = 3SE +/- 0.03, N = 3SE +/- 0.02, N = 3SE +/- 0.10, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.19, N = 3SE +/- 0.08, N = 3SE +/- 0.04, N = 3SE +/- 0.07, N = 317.3521.0123.1823.6724.1125.0725.7730.8342.0842.5445.1348.0649.87MIN: 16.52MIN: 16.59MIN: 22MIN: 22.38MIN: 22.8MIN: 24.48MIN: 24.46MIN: 29.83MIN: 41.31MIN: 40.72MIN: 43.29MIN: 47.62MIN: 44.781. (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 Platinum 8375C NUMA off2 x Xeon Platinum 8375C2 x Xeon Platinum 82802 x Xeon Platinum 8272CL NUMA off2 x Xeon Platinum 8272CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CLXeon Platinum 8375CXeon Platinum 8280EPYC 2 7R32Xeon Platinum 8272CLXeon Platinum 8259CLXeon W-3275M1020304050Min: 17.23 / Avg: 17.35 / Max: 17.5Min: 19.05 / Avg: 21.01 / Max: 21.4Min: 23.03 / Avg: 23.18 / Max: 23.35Min: 23.54 / Avg: 23.67 / Max: 23.84Min: 24.05 / Avg: 24.11 / Max: 24.16Min: 25.03 / Avg: 25.07 / Max: 25.1Min: 25.59 / Avg: 25.77 / Max: 25.94Min: 30.8 / Avg: 30.83 / Max: 30.85Min: 42.04 / Avg: 42.08 / Max: 42.1Min: 42.21 / Avg: 42.54 / Max: 42.87Min: 44.97 / Avg: 45.13 / Max: 45.21Min: 47.99 / Avg: 48.06 / Max: 48.11Min: 49.75 / Avg: 49.87 / Max: 49.991. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl

Mlpack Benchmark

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

OpenBenchmarking.orgSeconds, Fewer Is BetterMlpack BenchmarkBenchmark: scikit_qda2 x Xeon Platinum 8490H SNC 2Xeon Platinum 8375C2 x Xeon Platinum 8375C NUMA off2 x Xeon Platinum 8375CXeon Platinum 8280Xeon Platinum 8272CLXeon Platinum 8259CLXeon W-3275M2 x Xeon Platinum 8280EPYC 2 7R322 x Xeon Platinum 8272CL NUMA off2 x Xeon Platinum 8272CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL1020304050SE +/- 0.02, N = 3SE +/- 0.07, N = 3SE +/- 0.40, N = 3SE +/- 0.31, N = 8SE +/- 0.29, N = 3SE +/- 0.20, N = 3SE +/- 0.12, N = 3SE +/- 0.18, N = 3SE +/- 0.34, N = 3SE +/- 0.28, N = 3SE +/- 0.60, N = 3SE +/- 0.50, N = 5SE +/- 0.19, N = 3SE +/- 0.54, N = 1221.7726.5129.5329.9230.4531.5131.9832.6538.3539.5440.3540.6441.2942.88
OpenBenchmarking.orgSeconds, Fewer Is BetterMlpack BenchmarkBenchmark: scikit_qda2 x Xeon Platinum 8490H SNC 2Xeon Platinum 8375C2 x Xeon Platinum 8375C NUMA off2 x Xeon Platinum 8375CXeon Platinum 8280Xeon Platinum 8272CLXeon Platinum 8259CLXeon W-3275M2 x Xeon Platinum 8280EPYC 2 7R322 x Xeon Platinum 8272CL NUMA off2 x Xeon Platinum 8272CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL918273645Min: 21.74 / Avg: 21.77 / Max: 21.81Min: 26.38 / Avg: 26.51 / Max: 26.64Min: 28.75 / Avg: 29.53 / Max: 30.03Min: 28.48 / Avg: 29.92 / Max: 31.46Min: 30.04 / Avg: 30.45 / Max: 31.01Min: 31.15 / Avg: 31.51 / Max: 31.85Min: 31.77 / Avg: 31.98 / Max: 32.17Min: 32.3 / Avg: 32.65 / Max: 32.89Min: 37.69 / Avg: 38.35 / Max: 38.8Min: 39.11 / Avg: 39.54 / Max: 40.08Min: 39.48 / Avg: 40.35 / Max: 41.51Min: 39.68 / Avg: 40.64 / Max: 42.42Min: 40.91 / Avg: 41.29 / Max: 41.5Min: 40.65 / Avg: 42.88 / Max: 47

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 Platinum 8490H SNC 22 x Xeon Platinum 8375C2 x Xeon Platinum 8375C NUMA off2 x Xeon Platinum 82802 x Xeon Platinum 8272CL2 x Xeon Platinum 8259CLEPYC 2 7R322 x Xeon Platinum 8272CL NUMA off2 x Xeon Platinum 8259CL NUMA offXeon Platinum 8375CXeon Platinum 8280Xeon W-3275MXeon Platinum 8272CLXeon Platinum 8259CL50M100M150M200M250MSE +/- 2045973.34, N = 3SE +/- 721194.49, N = 3SE +/- 441971.10, N = 3SE +/- 491864.96, N = 3SE +/- 499401.71, N = 3SE +/- 1707658.59, N = 3SE +/- 617926.69, N = 3SE +/- 526881.33, N = 3SE +/- 1538634.72, N = 3SE +/- 597319.54, N = 3SE +/- 450047.19, N = 3SE +/- 845752.34, N = 4SE +/- 950786.26, N = 3SE +/- 95127.60, N = 32309145701645533171485214491338398961229339301199123571132789771073883441050706069389689968762075662256416423086859350794
OpenBenchmarking.orgNodes/second, More Is BetterasmFish 2018-07-231024 Hash Memory, 26 Depth2 x Xeon Platinum 8490H SNC 22 x Xeon Platinum 8375C2 x Xeon Platinum 8375C NUMA off2 x Xeon Platinum 82802 x Xeon Platinum 8272CL2 x Xeon Platinum 8259CLEPYC 2 7R322 x Xeon Platinum 8272CL NUMA off2 x Xeon Platinum 8259CL NUMA offXeon Platinum 8375CXeon Platinum 8280Xeon W-3275MXeon Platinum 8272CLXeon Platinum 8259CL40M80M120M160M200MMin: 227340848 / Avg: 230914570.33 / Max: 234427526Min: 163700451 / Avg: 164553316.67 / Max: 165987137Min: 147977066 / Avg: 148521449 / Max: 149396758Min: 132859090 / Avg: 133839896.33 / Max: 134395932Min: 122026202 / Avg: 122933930 / Max: 123748666Min: 117343840 / Avg: 119912357 / Max: 123146060Min: 112084673 / Avg: 113278976.67 / Max: 114151318Min: 106352972 / Avg: 107388344.33 / Max: 108075780Min: 103400303 / Avg: 105070606 / Max: 108144006Min: 92715076 / Avg: 93896899.33 / Max: 94638947Min: 68208775 / Avg: 68762075.33 / Max: 69653560Min: 65037473 / Avg: 66225640.5 / Max: 68735170Min: 62799390 / Avg: 64230867.67 / Max: 66030644Min: 59171488 / Avg: 59350794 / Max: 59495536

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 Platinum 8490H SNC 2EPYC 2 7R32Xeon Platinum 8375C2 x Xeon Platinum 8375C2 x Xeon Platinum 8375C NUMA offXeon Platinum 82802 x Xeon Platinum 8280Xeon Platinum 8272CL2 x Xeon Platinum 8272CL NUMA off2 x Xeon Platinum 8272CLXeon Platinum 8259CL2 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA offXeon W-3275M306090120150SE +/- 0.33, N = 3SE +/- 0.68, N = 3SE +/- 0.43, N = 3SE +/- 0.68, N = 3SE +/- 0.96, N = 12SE +/- 0.01, N = 3SE +/- 0.37, N = 3SE +/- 0.09, N = 3SE +/- 0.45, N = 3SE +/- 0.99, N = 3SE +/- 0.18, N = 3SE +/- 0.32, N = 3SE +/- 1.87, N = 3SE +/- 0.13, N = 385.7192.3699.69101.87103.11128.85129.99133.48134.88135.00138.85139.75141.90143.35-msha -mavx512f -mavx512cd -mavx512vl -mavx512bw -mavx512dq -mavx512ifma -mavx512vbmi-msse4a -msha-msha -mavx512f -mavx512cd -mavx512vl -mavx512bw -mavx512dq -mavx512ifma -mavx512vbmi-msha -mavx512f -mavx512cd -mavx512vl -mavx512bw -mavx512dq -mavx512ifma -mavx512vbmi-msha -mavx512f -mavx512cd -mavx512vl -mavx512bw -mavx512dq -mavx512ifma -mavx512vbmi-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 -lreadline1. (CC) gcc options: -mmmx -msse -msse2 -msse3 -mssse3 -msse4.1 -msse4.2 -maes -mavx -mfma -mavx2 -mrdrnd -mbmi -mbmi2 -madx -mabm -O3 -std=c99 -pedantic -lm
OpenBenchmarking.orgSeconds, Fewer Is BetterTimed MrBayes Analysis 3.2.7Primate Phylogeny Analysis2 x Xeon Platinum 8490H SNC 2EPYC 2 7R32Xeon Platinum 8375C2 x Xeon Platinum 8375C2 x Xeon Platinum 8375C NUMA offXeon Platinum 82802 x Xeon Platinum 8280Xeon Platinum 8272CL2 x Xeon Platinum 8272CL NUMA off2 x Xeon Platinum 8272CLXeon Platinum 8259CL2 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA offXeon W-3275M306090120150Min: 85.37 / Avg: 85.71 / Max: 86.37Min: 91.04 / Avg: 92.36 / Max: 93.3Min: 99.07 / Avg: 99.69 / Max: 100.51Min: 100.95 / Avg: 101.87 / Max: 103.19Min: 100.36 / Avg: 103.11 / Max: 113.25Min: 128.84 / Avg: 128.85 / Max: 128.87Min: 129.3 / Avg: 129.99 / Max: 130.57Min: 133.39 / Avg: 133.48 / Max: 133.66Min: 134.21 / Avg: 134.88 / Max: 135.74Min: 133.97 / Avg: 135 / Max: 136.98Min: 138.48 / Avg: 138.85 / Max: 139.04Min: 139.11 / Avg: 139.75 / Max: 140.09Min: 139.92 / Avg: 141.9 / Max: 145.63Min: 143.12 / Avg: 143.35 / Max: 143.561. (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

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-bitEPYC 2 7R322 x Xeon Platinum 8375C NUMA off2 x Xeon Platinum 8375CXeon Platinum 8375C2 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 82802 x Xeon Platinum 8272CL2 x Xeon Platinum 8272CL NUMA offXeon W-3275M2 x Xeon Platinum 8490H SNC 2Xeon Platinum 8259CLXeon Platinum 8280Xeon Platinum 8272CL306090120150SE +/- 0.60, N = 3SE +/- 0.57, N = 3SE +/- 0.19, N = 3SE +/- 0.62, N = 3SE +/- 0.04, N = 3SE +/- 0.56, N = 3SE +/- 0.07, N = 3SE +/- 0.45, N = 3SE +/- 0.27, N = 3SE +/- 0.05, N = 3SE +/- 0.22, N = 3SE +/- 0.13, N = 3SE +/- 0.12, N = 3SE +/- 0.18, N = 3140.14118.88118.3796.9389.5588.6685.1482.8782.6581.6073.9667.3365.4063.01MIN: 101.2 / MAX: 212.94MIN: 87.23 / MAX: 179.18MIN: 86.83 / MAX: 179.15MIN: 68.44 / MAX: 150.56MIN: 69.22 / MAX: 130.8MIN: 69.45 / MAX: 129.53MIN: 66.74 / MAX: 126.85MIN: 65.6 / MAX: 121.56MIN: 65.81 / MAX: 118.98MIN: 55.07 / MAX: 147.52MIN: 51.25 / MAX: 103.16MIN: 49.41 / MAX: 122.02MIN: 49.2 / MAX: 111MIN: 47.23 / MAX: 110.251. (CC) gcc options: -pthread
OpenBenchmarking.orgFPS, More Is Betterdav1d 0.6.0Video Input: Chimera 1080p 10-bitEPYC 2 7R322 x Xeon Platinum 8375C NUMA off2 x Xeon Platinum 8375CXeon Platinum 8375C2 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 82802 x Xeon Platinum 8272CL2 x Xeon Platinum 8272CL NUMA offXeon W-3275M2 x Xeon Platinum 8490H SNC 2Xeon Platinum 8259CLXeon Platinum 8280Xeon Platinum 8272CL306090120150Min: 139.33 / Avg: 140.14 / Max: 141.31Min: 117.76 / Avg: 118.88 / Max: 119.66Min: 118.12 / Avg: 118.37 / Max: 118.73Min: 95.74 / Avg: 96.93 / Max: 97.85Min: 89.47 / Avg: 89.55 / Max: 89.6Min: 87.74 / Avg: 88.66 / Max: 89.66Min: 85.07 / Avg: 85.14 / Max: 85.27Min: 81.97 / Avg: 82.87 / Max: 83.4Min: 82.11 / Avg: 82.65 / Max: 83.01Min: 81.53 / Avg: 81.6 / Max: 81.69Min: 73.53 / Avg: 73.96 / Max: 74.26Min: 67.18 / Avg: 67.33 / Max: 67.6Min: 65.17 / Avg: 65.4 / Max: 65.56Min: 62.65 / Avg: 63.01 / Max: 63.211. (CC) gcc options: -pthread

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 CompileEPYC 2 7R322 x Xeon Platinum 8259CLXeon Platinum 8259CLXeon W-3275MXeon Platinum 8375C2 x Xeon Platinum 8375CXeon Platinum 8272CL2 x Xeon Platinum 82802 x Xeon Platinum 8272CLXeon Platinum 82802 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8375C NUMA off2 x Xeon Platinum 8272CL NUMA off4080120160200SE +/- 0.08, N = 3SE +/- 0.45, N = 3SE +/- 0.11, N = 3SE +/- 0.08, N = 3SE +/- 0.22, N = 3SE +/- 0.21, N = 3SE +/- 0.11, N = 3SE +/- 0.17, N = 3SE +/- 0.52, N = 3SE +/- 0.17, N = 3SE +/- 0.27, N = 3SE +/- 0.09, N = 3SE +/- 0.18, N = 3108.68129.69132.23134.82139.36140.61142.50142.70143.65144.64146.44149.86159.50
OpenBenchmarking.orgSeconds, Fewer Is BetterTimed GDB GNU Debugger Compilation 9.1Time To CompileEPYC 2 7R322 x Xeon Platinum 8259CLXeon Platinum 8259CLXeon W-3275MXeon Platinum 8375C2 x Xeon Platinum 8375CXeon Platinum 8272CL2 x Xeon Platinum 82802 x Xeon Platinum 8272CLXeon Platinum 82802 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8375C NUMA off2 x Xeon Platinum 8272CL NUMA off306090120150Min: 108.51 / Avg: 108.68 / Max: 108.79Min: 129.04 / Avg: 129.69 / Max: 130.54Min: 132.05 / Avg: 132.23 / Max: 132.44Min: 134.71 / Avg: 134.82 / Max: 134.97Min: 138.96 / Avg: 139.36 / Max: 139.72Min: 140.26 / Avg: 140.61 / Max: 140.98Min: 142.3 / Avg: 142.5 / Max: 142.7Min: 142.38 / Avg: 142.7 / Max: 142.95Min: 142.62 / Avg: 143.64 / Max: 144.32Min: 144.31 / Avg: 144.64 / Max: 144.89Min: 145.9 / Avg: 146.44 / Max: 146.73Min: 149.76 / Avg: 149.86 / Max: 150.04Min: 159.14 / Avg: 159.5 / Max: 159.72

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 Platinum 8490H SNC 22 x Xeon Platinum 8375C NUMA off2 x Xeon Platinum 8375C2 x Xeon Platinum 8280EPYC 2 7R322 x Xeon Platinum 8272CL NUMA off2 x Xeon Platinum 8272CL2 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA offXeon Platinum 8375CXeon Platinum 8280Xeon W-3275MXeon Platinum 8272CLXeon Platinum 8259CL50100150200250SE +/- 0.10, N = 3SE +/- 0.90, N = 3SE +/- 0.37, N = 3SE +/- 0.26, N = 3SE +/- 0.40, N = 3SE +/- 0.33, N = 3SE +/- 0.09, N = 3SE +/- 0.06, N = 3SE +/- 0.17, N = 3SE +/- 0.08, N = 3SE +/- 0.36, N = 3SE +/- 0.32, N = 3SE +/- 0.37, N = 3SE +/- 0.14, N = 345.7574.2075.73100.47101.34109.34109.91124.59124.67136.55198.25213.36215.91246.81
OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.82Blend File: Classroom - Compute: CPU-Only2 x Xeon Platinum 8490H SNC 22 x Xeon Platinum 8375C NUMA off2 x Xeon Platinum 8375C2 x Xeon Platinum 8280EPYC 2 7R322 x Xeon Platinum 8272CL NUMA off2 x Xeon Platinum 8272CL2 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA offXeon Platinum 8375CXeon Platinum 8280Xeon W-3275MXeon Platinum 8272CLXeon Platinum 8259CL4080120160200Min: 45.55 / Avg: 45.75 / Max: 45.89Min: 72.62 / Avg: 74.2 / Max: 75.75Min: 75.01 / Avg: 75.73 / Max: 76.2Min: 99.99 / Avg: 100.47 / Max: 100.86Min: 100.56 / Avg: 101.34 / Max: 101.89Min: 108.69 / Avg: 109.34 / Max: 109.7Min: 109.8 / Avg: 109.91 / Max: 110.09Min: 124.52 / Avg: 124.59 / Max: 124.7Min: 124.44 / Avg: 124.67 / Max: 125.01Min: 136.41 / Avg: 136.55 / Max: 136.69Min: 197.81 / Avg: 198.25 / Max: 198.96Min: 212.88 / Avg: 213.36 / Max: 213.97Min: 215.17 / Avg: 215.91 / Max: 216.36Min: 246.52 / Avg: 246.81 / Max: 246.97

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 Platinum 8375C NUMA off2 x Xeon Platinum 8375C2 x Xeon Platinum 82802 x Xeon Platinum 8272CL NUMA off2 x Xeon Platinum 8272CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CLXeon Platinum 8375CXeon Platinum 8280Xeon Platinum 8272CLXeon W-3275MXeon Platinum 8259CL50100150200250SE +/- 0.29, N = 3SE +/- 0.25, N = 3SE +/- 0.00, N = 3SE +/- 0.09, N = 3SE +/- 0.08, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.07, N = 3SE +/- 0.03, N = 3SE +/- 0.07, N = 3SE +/- 0.20, N = 3SE +/- 0.02, N = 367.9771.0186.5490.2690.40106.71106.89129.60166.98173.38188.61207.91MIN: 65.18MIN: 65.42MIN: 85.56MIN: 88.8MIN: 88.8MIN: 105.9MIN: 105.9MIN: 129.23MIN: 166.21MIN: 171.91MIN: 178.56MIN: 207.271. (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: bf16bf16bf162 x Xeon Platinum 8375C NUMA off2 x Xeon Platinum 8375C2 x Xeon Platinum 82802 x Xeon Platinum 8272CL NUMA off2 x Xeon Platinum 8272CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CLXeon Platinum 8375CXeon Platinum 8280Xeon Platinum 8272CLXeon W-3275MXeon Platinum 8259CL4080120160200Min: 67.4 / Avg: 67.97 / Max: 68.36Min: 70.51 / Avg: 71.01 / Max: 71.33Min: 86.53 / Avg: 86.54 / Max: 86.55Min: 90.08 / Avg: 90.26 / Max: 90.36Min: 90.25 / Avg: 90.4 / Max: 90.52Min: 106.67 / Avg: 106.71 / Max: 106.76Min: 106.88 / Avg: 106.89 / Max: 106.91Min: 129.5 / Avg: 129.6 / Max: 129.74Min: 166.94 / Avg: 166.98 / Max: 167.04Min: 173.25 / Avg: 173.38 / Max: 173.48Min: 188.22 / Avg: 188.61 / Max: 188.81Min: 207.88 / Avg: 207.91 / Max: 207.951. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl

LuxCoreRender

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

OpenBenchmarking.orgM samples/sec, More Is BetterLuxCoreRender 2.3Scene: Rainbow Colors and Prism2 x Xeon Platinum 8490H SNC 22 x Xeon Platinum 8375C NUMA off2 x Xeon Platinum 8375CEPYC 2 7R322 x Xeon Platinum 8272CL2 x Xeon Platinum 82802 x Xeon Platinum 8272CL NUMA off2 x Xeon Platinum 8259CLXeon Platinum 8375C2 x Xeon Platinum 8259CL NUMA offXeon Platinum 8280Xeon Platinum 8272CLXeon W-3275MXeon Platinum 8259CL48121620SE +/- 0.20, N = 5SE +/- 0.07, N = 3SE +/- 0.09, N = 3SE +/- 0.06, N = 3SE +/- 0.03, N = 3SE +/- 0.40, N = 15SE +/- 0.33, N = 12SE +/- 0.04, N = 3SE +/- 0.01, N = 3SE +/- 0.37, N = 15SE +/- 0.04, N = 3SE +/- 0.01, N = 3SE +/- 0.03, N = 15SE +/- 0.00, N = 315.4110.9110.908.127.447.156.796.406.025.524.113.923.793.30MIN: 1.38 / MAX: 18.22MIN: 8.72 / MAX: 11.1MIN: 9.55 / MAX: 11.14MIN: 7.87 / MAX: 8.3MIN: 6.75 / MAX: 7.63MIN: 2.92 / MAX: 8.11MIN: 3.95 / MAX: 7.68MIN: 5.65 / MAX: 6.54MIN: 5.57 / MAX: 6.15MIN: 2.11 / MAX: 6.54MIN: 3.96 / MAX: 4.16MIN: 3.78 / MAX: 3.98MIN: 3.45 / MAX: 3.89MIN: 3.24 / MAX: 3.33
OpenBenchmarking.orgM samples/sec, More Is BetterLuxCoreRender 2.3Scene: Rainbow Colors and Prism2 x Xeon Platinum 8490H SNC 22 x Xeon Platinum 8375C NUMA off2 x Xeon Platinum 8375CEPYC 2 7R322 x Xeon Platinum 8272CL2 x Xeon Platinum 82802 x Xeon Platinum 8272CL NUMA off2 x Xeon Platinum 8259CLXeon Platinum 8375C2 x Xeon Platinum 8259CL NUMA offXeon Platinum 8280Xeon Platinum 8272CLXeon W-3275MXeon Platinum 8259CL48121620Min: 14.87 / Avg: 15.41 / Max: 16.06Min: 10.78 / Avg: 10.91 / Max: 11.03Min: 10.75 / Avg: 10.9 / Max: 11.04Min: 8 / Avg: 8.12 / Max: 8.18Min: 7.4 / Avg: 7.44 / Max: 7.5Min: 2.98 / Avg: 7.15 / Max: 7.98Min: 4.12 / Avg: 6.79 / Max: 7.53Min: 6.34 / Avg: 6.4 / Max: 6.47Min: 6 / Avg: 6.02 / Max: 6.03Min: 2.21 / Avg: 5.52 / Max: 6.46Min: 4.03 / Avg: 4.11 / Max: 4.16Min: 3.91 / Avg: 3.92 / Max: 3.95Min: 3.48 / Avg: 3.79 / Max: 3.88Min: 3.29 / Avg: 3.3 / Max: 3.3

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: EmilyEPYC 2 7R322 x Xeon Platinum 8280Xeon Platinum 8375C2 x Xeon Platinum 8272CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Platinum 8272CL2 x Xeon Platinum 8259CL NUMA offXeon W-3275MXeon Platinum 8280Xeon Platinum 8272CL2 x Xeon Platinum 8375C NUMA off2 x Xeon Platinum 8375CXeon Platinum 8259CL2 x Xeon Platinum 8490H SNC 270140210280350147.69154.98156.22161.38161.85162.50163.71196.93197.65211.94213.51214.95219.32310.86

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 Platinum 8490H SNC 22 x Xeon Platinum 8375C2 x Xeon Platinum 8375C NUMA off2 x Xeon Platinum 82802 x Xeon Platinum 8272CL2 x Xeon Platinum 8272CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA offXeon Platinum 8375CEPYC 2 7R32Xeon Platinum 8280Xeon Platinum 8272CLXeon W-3275MXeon Platinum 8259CL48121620SE +/- 0.11, N = 3SE +/- 0.00, N = 12SE +/- 0.00, N = 12SE +/- 0.01, N = 5SE +/- 0.00, N = 3SE +/- 0.00, N = 12SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 5SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 12SE +/- 0.00, N = 313.899.529.526.536.256.215.585.545.164.733.523.363.253.00MIN: 9.8 / MAX: 15.38MIN: 7.69 / MAX: 9.62MIN: 9.43 / MAX: 9.62MIN: 5.18 / MAX: 6.58MIN: 5.13 / MAX: 6.29MIN: 6.06 / MAX: 6.25MIN: 4.61 / MAX: 5.62MIN: 5.49 / MAX: 5.59MIN: 5.13 / MAX: 5.21MIN: 4.69 / MAX: 4.78MIN: 3.48 / MAX: 3.53MIN: 3.34 / MAX: 3.39MIN: 3.16 / MAX: 3.28MIN: 2.99 / MAX: 3.01
OpenBenchmarking.orgFPS, More Is BetterOSPray 1.8.5Demo: San Miguel - Renderer: Path Tracer2 x Xeon Platinum 8490H SNC 22 x Xeon Platinum 8375C2 x Xeon Platinum 8375C NUMA off2 x Xeon Platinum 82802 x Xeon Platinum 8272CL2 x Xeon Platinum 8272CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA offXeon Platinum 8375CEPYC 2 7R32Xeon Platinum 8280Xeon Platinum 8272CLXeon W-3275MXeon Platinum 8259CL48121620Min: 13.7 / Avg: 13.89 / Max: 14.08Min: 9.52 / Avg: 9.52 / Max: 9.52Min: 9.52 / Avg: 9.52 / Max: 9.52Min: 6.49 / Avg: 6.53 / Max: 6.54Min: 6.25 / Avg: 6.25 / Max: 6.25Min: 6.21 / Avg: 6.21 / Max: 6.21Min: 5.56 / Avg: 5.58 / Max: 5.59Min: 5.52 / Avg: 5.54 / Max: 5.56Min: 5.15 / Avg: 5.16 / Max: 5.18Min: 4.72 / Avg: 4.73 / Max: 4.74Min: 3.51 / Avg: 3.52 / Max: 3.52Min: 3.36 / Avg: 3.36 / Max: 3.37Min: 3.25 / Avg: 3.25 / Max: 3.26Min: 2.99 / Avg: 3 / Max: 3

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 Platinum 8375C2 x Xeon Platinum 8375C NUMA offEPYC 2 7R322 x Xeon Platinum 8272CL2 x Xeon Platinum 82802 x Xeon Platinum 8259CL2 x Xeon Platinum 8272CL NUMA off2 x Xeon Platinum 8259CL NUMA offXeon Platinum 8375CXeon W-3275MXeon Platinum 8272CLXeon Platinum 8280Xeon Platinum 8259CL918273645SE +/- 0.30, N = 13SE +/- 0.32, N = 13SE +/- 0.19, N = 13SE +/- 0.29, N = 13SE +/- 0.25, N = 14SE +/- 0.23, N = 14SE +/- 0.28, N = 14SE +/- 0.37, N = 14SE +/- 0.35, N = 13SE +/- 0.35, N = 9SE +/- 0.40, N = 13SE +/- 0.42, N = 8SE +/- 0.44, N = 721.4022.4124.0126.5827.3127.5828.1329.2829.3636.3738.7340.9041.14
OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Linux Kernel Compilation 5.4Time To Compile2 x Xeon Platinum 8375C2 x Xeon Platinum 8375C NUMA offEPYC 2 7R322 x Xeon Platinum 8272CL2 x Xeon Platinum 82802 x Xeon Platinum 8259CL2 x Xeon Platinum 8272CL NUMA off2 x Xeon Platinum 8259CL NUMA offXeon Platinum 8375CXeon W-3275MXeon Platinum 8272CLXeon Platinum 8280Xeon Platinum 8259CL918273645Min: 20.93 / Avg: 21.4 / Max: 24.96Min: 21.93 / Avg: 22.41 / Max: 26.22Min: 23.74 / Avg: 24 / Max: 26.22Min: 26.17 / Avg: 26.58 / Max: 30.02Min: 26.9 / Avg: 27.31 / Max: 30.54Min: 27.22 / Avg: 27.58 / Max: 30.59Min: 27.76 / Avg: 28.13 / Max: 31.73Min: 28.8 / Avg: 29.28 / Max: 34.08Min: 28.83 / Avg: 29.36 / Max: 33.5Min: 35.93 / Avg: 36.37 / Max: 39.13Min: 38.2 / Avg: 38.73 / Max: 43.5Min: 40.35 / Avg: 40.9 / Max: 43.83Min: 40.6 / Avg: 41.14 / Max: 43.77

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: CPUEPYC 2 7R32Xeon Platinum 8375C2 x Xeon Platinum 8375C2 x Xeon Platinum 8375C NUMA offXeon Platinum 8259CL2 x Xeon Platinum 8259CLXeon Platinum 8272CLXeon Platinum 82802 x Xeon Platinum 82802 x Xeon Platinum 8272CLXeon W-3275M2 x Xeon Platinum 8490H SNC 22 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8272CL NUMA off306090120150SE +/- 0.08, N = 3SE +/- 0.33, N = 3SE +/- 0.95, N = 3SE +/- 0.33, N = 3SE +/- 1.18, N = 8SE +/- 0.65, N = 3SE +/- 1.58, N = 4SE +/- 1.60, N = 3SE +/- 1.16, N = 3SE +/- 0.58, N = 3SE +/- 0.15, N = 3SE +/- 0.85, N = 3SE +/- 1.04, N = 3SE +/- 1.87, N = 372.82103.08108.16113.29117.36117.73117.87118.09122.22123.81123.85131.49135.05140.44
OpenBenchmarking.orgSeconds, Fewer Is BetterDeepSpeech 0.6Acceleration: CPUEPYC 2 7R32Xeon Platinum 8375C2 x Xeon Platinum 8375C2 x Xeon Platinum 8375C NUMA offXeon Platinum 8259CL2 x Xeon Platinum 8259CLXeon Platinum 8272CLXeon Platinum 82802 x Xeon Platinum 82802 x Xeon Platinum 8272CLXeon W-3275M2 x Xeon Platinum 8490H SNC 22 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8272CL NUMA off306090120150Min: 72.65 / Avg: 72.82 / Max: 72.92Min: 102.59 / Avg: 103.08 / Max: 103.7Min: 106.92 / Avg: 108.16 / Max: 110.03Min: 112.68 / Avg: 113.29 / Max: 113.81Min: 109.32 / Avg: 117.36 / Max: 119.07Min: 116.67 / Avg: 117.73 / Max: 118.91Min: 114.35 / Avg: 117.87 / Max: 120.73Min: 115.85 / Avg: 118.09 / Max: 121.19Min: 120.31 / Avg: 122.22 / Max: 124.32Min: 123.01 / Avg: 123.81 / Max: 124.95Min: 123.55 / Avg: 123.85 / Max: 124.05Min: 130.43 / Avg: 131.49 / Max: 133.17Min: 133.71 / Avg: 135.05 / Max: 137.1Min: 137.88 / Avg: 140.44 / Max: 144.07

Appleseed

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

OpenBenchmarking.orgSeconds, Fewer Is BetterAppleseed 2.0 BetaScene: Material TesterXeon Platinum 8375CXeon Platinum 8280Xeon W-3275MXeon Platinum 8259CLXeon Platinum 8272CLEPYC 2 7R322 x Xeon Platinum 8375C NUMA off2 x Xeon Platinum 8259CL2 x Xeon Platinum 8375C2 x Xeon Platinum 8272CL2 x Xeon Platinum 82802 x Xeon Platinum 8272CL NUMA off2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8490H SNC 26012018024030090.82123.98124.15128.00129.03175.19179.24185.23185.45186.31193.44195.11197.29263.11

PyPerformance

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

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: python_startupXeon Platinum 82802 x Xeon Platinum 82802 x Xeon Platinum 8259CLXeon Platinum 8259CLXeon Platinum 8272CL2 x Xeon Platinum 8272CLEPYC 2 7R32Xeon W-3275M2 x Xeon Platinum 8490H SNC 2Xeon Platinum 8375C2 x Xeon Platinum 8375C2 x Xeon Platinum 8375C NUMA off2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8272CL NUMA off612182430SE +/- 0.07, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.00, N = 3SE +/- 0.07, N = 3SE +/- 0.00, N = 3SE +/- 0.09, N = 3SE +/- 0.03, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 311.211.211.311.411.611.816.317.719.419.819.820.422.625.2
OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: python_startupXeon Platinum 82802 x Xeon Platinum 82802 x Xeon Platinum 8259CLXeon Platinum 8259CLXeon Platinum 8272CL2 x Xeon Platinum 8272CLEPYC 2 7R32Xeon W-3275M2 x Xeon Platinum 8490H SNC 2Xeon Platinum 8375C2 x Xeon Platinum 8375C2 x Xeon Platinum 8375C NUMA off2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8272CL NUMA off612182430Min: 11.1 / Avg: 11.17 / Max: 11.3Min: 11.2 / Avg: 11.23 / Max: 11.3Min: 11.2 / Avg: 11.27 / Max: 11.3Min: 11.3 / Avg: 11.37 / Max: 11.4Min: 11.6 / Avg: 11.6 / Max: 11.6Min: 11.7 / Avg: 11.77 / Max: 11.9Min: 16.3 / Avg: 16.3 / Max: 16.3Min: 17.6 / Avg: 17.73 / Max: 17.9Min: 19.3 / Avg: 19.37 / Max: 19.4Min: 19.8 / Avg: 19.8 / Max: 19.8Min: 19.8 / Avg: 19.8 / Max: 19.8Min: 20.4 / Avg: 20.4 / Max: 20.4Min: 22.5 / Avg: 22.57 / Max: 22.6Min: 25.1 / Avg: 25.17 / Max: 25.2

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 Platinum 8490H SNC 22 x Xeon Platinum 8375C2 x Xeon Platinum 8375C NUMA off2 x Xeon Platinum 82802 x Xeon Platinum 8272CL2 x Xeon Platinum 8272CL NUMA offEPYC 2 7R322 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA offXeon Platinum 8375CXeon Platinum 8280Xeon Platinum 8272CLXeon W-3275MXeon Platinum 8259CL48121620SE +/- 0.11, N = 3SE +/- 0.02, N = 5SE +/- 0.02, N = 4SE +/- 0.00, N = 12SE +/- 0.01, N = 3SE +/- 0.00, N = 15SE +/- 0.02, N = 3SE +/- 0.00, N = 12SE +/- 0.01, N = 6SE +/- 0.00, N = 12SE +/- 0.00, N = 4SE +/- 0.00, N = 5SE +/- 0.00, N = 7SE +/- 0.00, N = 613.899.889.886.676.446.415.855.715.715.183.463.333.172.96MIN: 7.69 / MAX: 14.93MIN: 7.81 / MAX: 10MIN: 9.71 / MAX: 9.9MIN: 5.85 / MAX: 6.76MIN: 5.92 / MAX: 6.49MIN: 6.21 / MAX: 6.45MIN: 5.65 / MAX: 5.99MIN: 5.08 / MAX: 5.78MIN: 5.59 / MAX: 5.75MIN: 5.13 / MAX: 5.21MIN: 3.41 / MAX: 3.47MIN: 3.3 / MAX: 3.36MIN: 3.09 / MAX: 3.19MIN: 2.92 / MAX: 2.99
OpenBenchmarking.orgFPS, More Is BetterOSPray 1.8.5Demo: XFrog Forest - Renderer: Path Tracer2 x Xeon Platinum 8490H SNC 22 x Xeon Platinum 8375C2 x Xeon Platinum 8375C NUMA off2 x Xeon Platinum 82802 x Xeon Platinum 8272CL2 x Xeon Platinum 8272CL NUMA offEPYC 2 7R322 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA offXeon Platinum 8375CXeon Platinum 8280Xeon Platinum 8272CLXeon W-3275MXeon Platinum 8259CL48121620Min: 13.7 / Avg: 13.89 / Max: 14.08Min: 9.8 / Avg: 9.88 / Max: 9.9Min: 9.8 / Avg: 9.88 / Max: 9.9Min: 6.67 / Avg: 6.67 / Max: 6.67Min: 6.41 / Avg: 6.44 / Max: 6.45Min: 6.41 / Avg: 6.41 / Max: 6.41Min: 5.81 / Avg: 5.85 / Max: 5.88Min: 5.71 / Avg: 5.71 / Max: 5.71Min: 5.68 / Avg: 5.71 / Max: 5.71Min: 5.18 / Avg: 5.18 / Max: 5.18Min: 3.45 / Avg: 3.46 / Max: 3.46Min: 3.32 / Avg: 3.33 / Max: 3.33Min: 3.16 / Avg: 3.17 / Max: 3.17Min: 2.96 / Avg: 2.96 / Max: 2.97

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 Platinum 8375C NUMA off2 x Xeon Platinum 8375C2 x Xeon Platinum 8490H SNC 22 x Xeon Platinum 8280EPYC 2 7R322 x Xeon Platinum 8272CL NUMA off2 x Xeon Platinum 8272CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CLXeon Platinum 8375CXeon Platinum 8280Xeon Platinum 8272CLXeon W-3275MXeon Platinum 8259CL20K40K60K80K100KSE +/- 778.30, N = 3SE +/- 771.09, N = 3SE +/- 1235.28, N = 15SE +/- 474.70, N = 3SE +/- 183.86, N = 3SE +/- 219.47, N = 3SE +/- 584.43, N = 3SE +/- 48.95, N = 3SE +/- 332.60, N = 3SE +/- 481.50, N = 7SE +/- 306.00, N = 3SE +/- 15.25, N = 3SE +/- 401.71, N = 3SE +/- 88.49, N = 38793787388749756433162897621756137853051518034476034710339473301429061
OpenBenchmarking.orgKsamples, More Is BetterChaos Group V-RAY 4.10.07Mode: CPU2 x Xeon Platinum 8375C NUMA off2 x Xeon Platinum 8375C2 x Xeon Platinum 8490H SNC 22 x Xeon Platinum 8280EPYC 2 7R322 x Xeon Platinum 8272CL NUMA off2 x Xeon Platinum 8272CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CLXeon Platinum 8375CXeon Platinum 8280Xeon Platinum 8272CLXeon W-3275MXeon Platinum 8259CL15K30K45K60K75KMin: 86567 / Avg: 87936.67 / Max: 89262Min: 85988 / Avg: 87388.33 / Max: 88648Min: 67622 / Avg: 74974.87 / Max: 82875Min: 63402 / Avg: 64331 / Max: 64965Min: 62555 / Avg: 62897 / Max: 63185Min: 61842 / Avg: 62174.67 / Max: 62589Min: 60526 / Avg: 61378 / Max: 62497Min: 52978 / Avg: 53051 / Max: 53144Min: 51196 / Avg: 51803.33 / Max: 52342Min: 43305 / Avg: 44759.86 / Max: 46731Min: 34178 / Avg: 34710 / Max: 35238Min: 33924 / Avg: 33947.33 / Max: 33976Min: 32367 / Avg: 33014 / Max: 33750Min: 28964 / Avg: 29061.33 / Max: 29238

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 Platinum 8375C2 x Xeon Platinum 8375C NUMA off2 x Xeon Platinum 8490H SNC 22 x Xeon Platinum 82802 x Xeon Platinum 8272CL2 x Xeon Platinum 8272CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA offEPYC 2 7R32Xeon Platinum 8375CXeon Platinum 8280Xeon Platinum 8272CLXeon W-3275MXeon Platinum 8259CL20406080100SE +/- 0.76, N = 12SE +/- 0.99, N = 12SE +/- 0.62, N = 15SE +/- 0.00, N = 12SE +/- 0.00, N = 12SE +/- 0.00, N = 3SE +/- 0.92, N = 4SE +/- 0.00, N = 12SE +/- 0.72, N = 5SE +/- 0.00, N = 12SE +/- 0.00, N = 12SE +/- 0.00, N = 12SE +/- 0.36, N = 3100.0099.2485.2369.5266.6766.6762.5061.5858.8254.3938.4637.0434.4832.97MIN: 55.56MIN: 71.43 / MAX: 100MIN: 35.71 / MAX: 111.11MIN: 37.04 / MAX: 71.43MIN: 38.46 / MAX: 71.43MIN: 55.56 / MAX: 71.43MIN: 35.71MIN: 55.56 / MAX: 62.5MIN: 52.63 / MAX: 62.5MIN: 52.63 / MAX: 55.56MIN: 37.04MIN: 34.48MIN: 30.3 / MAX: 35.71MIN: 32.26 / MAX: 33.33
OpenBenchmarking.orgFPS, More Is BetterOSPray 1.8.5Demo: San Miguel - Renderer: SciVis2 x Xeon Platinum 8375C2 x Xeon Platinum 8375C NUMA off2 x Xeon Platinum 8490H SNC 22 x Xeon Platinum 82802 x Xeon Platinum 8272CL2 x Xeon Platinum 8272CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA offEPYC 2 7R32Xeon Platinum 8375CXeon Platinum 8280Xeon Platinum 8272CLXeon W-3275MXeon Platinum 8259CL20406080100Min: 90.91 / Avg: 99.24 / Max: 100Min: 83.33 / Avg: 85.23 / Max: 90.91Min: 66.67 / Avg: 69.52 / Max: 71.43Min: 66.67 / Avg: 66.67 / Max: 66.67Min: 66.67 / Avg: 66.67 / Max: 66.67Min: 62.5 / Avg: 62.5 / Max: 62.5Min: 58.82 / Avg: 61.58 / Max: 62.5Min: 58.82 / Avg: 58.82 / Max: 58.82Min: 52.63 / Avg: 54.39 / Max: 55.56Min: 38.46 / Avg: 38.46 / Max: 38.46Min: 37.04 / Avg: 37.04 / Max: 37.04Min: 34.48 / Avg: 34.48 / Max: 34.48Min: 32.26 / Avg: 32.97 / Max: 33.33

PyPerformance

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

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: floatXeon W-3275MXeon Platinum 82802 x Xeon Platinum 82802 x Xeon Platinum 8272CL NUMA off2 x Xeon Platinum 8272CLXeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Platinum 8375CXeon Platinum 8375C2 x Xeon Platinum 8375C NUMA off2 x Xeon Platinum 8490H SNC 2306090120150SE +/- 0.12, N = 3SE +/- 0.33, N = 3SE +/- 0.33, N = 3SE +/- 0.67, N = 394.5109.0109.0117.0117.0122.0123.0123.0133.0134.0134.0147.0
OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: floatXeon W-3275MXeon Platinum 82802 x Xeon Platinum 82802 x Xeon Platinum 8272CL NUMA off2 x Xeon Platinum 8272CLXeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Platinum 8375CXeon Platinum 8375C2 x Xeon Platinum 8375C NUMA off2 x Xeon Platinum 8490H SNC 2306090120150Min: 94.3 / Avg: 94.53 / Max: 94.7Min: 122 / Avg: 122.33 / Max: 123Min: 123 / Avg: 123.33 / Max: 124Min: 132 / Avg: 133.33 / Max: 134

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 Platinum 8490H SNC 22 x Xeon Platinum 8375C NUMA off2 x Xeon Platinum 8375CEPYC 2 7R322 x Xeon Platinum 82802 x Xeon Platinum 8272CL2 x Xeon Platinum 8272CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA offXeon Platinum 8375CXeon Platinum 8280Xeon W-3275MXeon Platinum 8272CLXeon Platinum 8259CL306090120150SE +/- 0.13, N = 3SE +/- 0.09, N = 3SE +/- 0.12, N = 3SE +/- 0.05, N = 3SE +/- 0.03, N = 3SE +/- 0.23, N = 3SE +/- 0.19, N = 3SE +/- 0.11, N = 3SE +/- 0.14, N = 3SE +/- 0.08, N = 3SE +/- 0.16, N = 3SE +/- 0.05, N = 3SE +/- 0.14, N = 3SE +/- 0.08, N = 344.6353.6953.9665.6766.3970.1270.2279.0079.2281.64110.67118.09119.36134.22
OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.82Blend File: Fishy Cat - Compute: CPU-Only2 x Xeon Platinum 8490H SNC 22 x Xeon Platinum 8375C NUMA off2 x Xeon Platinum 8375CEPYC 2 7R322 x Xeon Platinum 82802 x Xeon Platinum 8272CL2 x Xeon Platinum 8272CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA offXeon Platinum 8375CXeon Platinum 8280Xeon W-3275MXeon Platinum 8272CLXeon Platinum 8259CL306090120150Min: 44.42 / Avg: 44.63 / Max: 44.86Min: 53.55 / Avg: 53.69 / Max: 53.87Min: 53.76 / Avg: 53.96 / Max: 54.18Min: 65.57 / Avg: 65.67 / Max: 65.75Min: 66.35 / Avg: 66.39 / Max: 66.46Min: 69.81 / Avg: 70.12 / Max: 70.56Min: 69.84 / Avg: 70.22 / Max: 70.43Min: 78.87 / Avg: 79 / Max: 79.22Min: 78.97 / Avg: 79.22 / Max: 79.46Min: 81.55 / Avg: 81.64 / Max: 81.8Min: 110.36 / Avg: 110.67 / Max: 110.9Min: 118 / Avg: 118.09 / Max: 118.18Min: 119.15 / Avg: 119.36 / Max: 119.63Min: 134.07 / Avg: 134.22 / Max: 134.34

Renaissance

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

OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.10.0Test: Apache Spark PageRankXeon Platinum 8375CXeon Platinum 8280Xeon W-3275MEPYC 2 7R32Xeon Platinum 8272CL2 x Xeon Platinum 8375C NUMA offXeon Platinum 8259CL2 x Xeon Platinum 8375C2 x Xeon Platinum 82802 x Xeon Platinum 8272CL2 x Xeon Platinum 8272CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8490H SNC 26K12K18K24K30KSE +/- 173.94, N = 5SE +/- 169.44, N = 5SE +/- 165.27, N = 5SE +/- 198.48, N = 5SE +/- 170.65, N = 5SE +/- 263.18, N = 5SE +/- 154.16, N = 5SE +/- 172.53, N = 25SE +/- 286.23, N = 6SE +/- 167.92, N = 5SE +/- 205.74, N = 5SE +/- 278.82, N = 5SE +/- 232.21, N = 5SE +/- 405.55, N = 2519555.0620621.2321015.5421641.9521895.6422022.8122226.8522456.6123588.4023916.2324909.6625275.1625636.6927292.36
OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.10.0Test: Apache Spark PageRankXeon Platinum 8375CXeon Platinum 8280Xeon W-3275MEPYC 2 7R32Xeon Platinum 8272CL2 x Xeon Platinum 8375C NUMA offXeon Platinum 8259CL2 x Xeon Platinum 8375C2 x Xeon Platinum 82802 x Xeon Platinum 8272CL2 x Xeon Platinum 8272CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8490H SNC 25K10K15K20K25KMin: 18882.03 / Avg: 19555.06 / Max: 19882.76Min: 20260.86 / Avg: 20621.23 / Max: 21111.98Min: 20617.47 / Avg: 21015.54 / Max: 21375.43Min: 21188.56 / Avg: 21641.95 / Max: 22308.48Min: 21465.47 / Avg: 21895.64 / Max: 22329.02Min: 21311.94 / Avg: 22022.8 / Max: 22847.32Min: 21898.6 / Avg: 22226.84 / Max: 22668.29Min: 20916.5 / Avg: 22456.61 / Max: 23783.74Min: 22908.4 / Avg: 23588.4 / Max: 24539.07Min: 23499.33 / Avg: 23916.23 / Max: 24325.61Min: 24500.95 / Avg: 24909.66 / Max: 25508.44Min: 24673.01 / Avg: 25275.16 / Max: 26106.17Min: 24996.34 / Avg: 25636.69 / Max: 26360.96Min: 23803.03 / Avg: 27292.36 / Max: 32516.49

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 Platinum 8490H SNC 22 x Xeon Platinum 8375C2 x Xeon Platinum 8375C NUMA off2 x Xeon Platinum 82802 x Xeon Platinum 8272CL2 x Xeon Platinum 8272CL NUMA offEPYC 2 7R322 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA offXeon Platinum 8375CXeon Platinum 8280Xeon Platinum 8272CLXeon W-3275MXeon Platinum 8259CL510152025SE +/- 0.14, N = 3SE +/- 0.00, N = 12SE +/- 0.00, N = 12SE +/- 0.00, N = 12SE +/- 0.00, N = 12SE +/- 0.00, N = 12SE +/- 0.04, N = 3SE +/- 0.00, N = 12SE +/- 0.02, N = 7SE +/- 0.03, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 12SE +/- 0.00, N = 8SE +/- 0.00, N = 1220.6917.8617.8612.0511.6311.6311.0310.4210.329.386.256.025.725.38MIN: 11.11 / MAX: 26.32MIN: 12.5 / MAX: 18.18MIN: 16.95 / MAX: 18.18MIN: 9.71 / MAX: 12.2MIN: 9.8 / MAX: 11.9MIN: 11.11 / MAX: 11.76MIN: 10.75 / MAX: 11.24MIN: 8.2 / MAX: 10.53MIN: 10.1 / MAX: 10.42MIN: 9.26 / MAX: 9.43MIN: 6.13 / MAX: 6.29MIN: 5.95 / MAX: 6.1MIN: 5.56 / MAX: 5.78MIN: 5.29 / MAX: 5.41
OpenBenchmarking.orgFPS, More Is BetterOSPray 1.8.5Demo: XFrog Forest - Renderer: SciVis2 x Xeon Platinum 8490H SNC 22 x Xeon Platinum 8375C2 x Xeon Platinum 8375C NUMA off2 x Xeon Platinum 82802 x Xeon Platinum 8272CL2 x Xeon Platinum 8272CL NUMA offEPYC 2 7R322 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA offXeon Platinum 8375CXeon Platinum 8280Xeon Platinum 8272CLXeon W-3275MXeon Platinum 8259CL510152025Min: 20.41 / Avg: 20.69 / Max: 20.83Min: 17.86 / Avg: 17.86 / Max: 17.86Min: 17.86 / Avg: 17.86 / Max: 17.86Min: 12.05 / Avg: 12.05 / Max: 12.05Min: 11.63 / Avg: 11.63 / Max: 11.63Min: 11.63 / Avg: 11.63 / Max: 11.63Min: 10.99 / Avg: 11.03 / Max: 11.11Min: 10.42 / Avg: 10.42 / Max: 10.42Min: 10.31 / Avg: 10.32 / Max: 10.42Min: 9.35 / Avg: 9.38 / Max: 9.43Min: 6.25 / Avg: 6.25 / Max: 6.25Min: 6.02 / Avg: 6.02 / Max: 6.02Min: 5.71 / Avg: 5.72 / Max: 5.75Min: 5.38 / Avg: 5.38 / Max: 5.38

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 Platinum 8490H SNC 22 x Xeon Platinum 8375C NUMA off2 x Xeon Platinum 8375CXeon Platinum 8375CEPYC 2 7R32Xeon W-3275M2 x Xeon Platinum 8280Xeon Platinum 82802 x Xeon Platinum 8272CL NUMA off2 x Xeon Platinum 8272CL2 x Xeon Platinum 8259CL NUMA offXeon Platinum 8272CL2 x Xeon Platinum 8259CLXeon Platinum 8259CL60120180240300184.08198.50200.80201.22219.65219.84226.08235.00241.06246.16255.59257.23258.34273.13

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 Platinum 8490H SNC 22 x Xeon Platinum 8375C NUMA off2 x Xeon Platinum 8375CXeon Platinum 8375CEPYC 2 7R322 x Xeon Platinum 8272CLXeon W-3275M2 x Xeon Platinum 8272CL NUMA off2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CLXeon Platinum 8272CLXeon Platinum 8259CL2 x Xeon Platinum 8280Xeon Platinum 82801530456075SE +/- 0.20, N = 3SE +/- 0.34, N = 3SE +/- 0.17, N = 3SE +/- 0.12, N = 3SE +/- 0.48, N = 15SE +/- 0.40, N = 3SE +/- 0.11, N = 3SE +/- 0.52, N = 3SE +/- 0.35, N = 3SE +/- 0.80, N = 3SE +/- 0.06, N = 3SE +/- 0.34, N = 3SE +/- 0.59, N = 3SE +/- 0.21, N = 320.0044.0344.6845.5049.4754.8454.9155.9057.6958.4858.5761.2063.3567.36
OpenBenchmarking.orgSeconds, Fewer Is BetterMlpack BenchmarkBenchmark: scikit_ica2 x Xeon Platinum 8490H SNC 22 x Xeon Platinum 8375C NUMA off2 x Xeon Platinum 8375CXeon Platinum 8375CEPYC 2 7R322 x Xeon Platinum 8272CLXeon W-3275M2 x Xeon Platinum 8272CL NUMA off2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CLXeon Platinum 8272CLXeon Platinum 8259CL2 x Xeon Platinum 8280Xeon Platinum 82801326395265Min: 19.74 / Avg: 20 / Max: 20.39Min: 43.38 / Avg: 44.03 / Max: 44.54Min: 44.36 / Avg: 44.68 / Max: 44.93Min: 45.31 / Avg: 45.5 / Max: 45.73Min: 47.76 / Avg: 49.47 / Max: 54.18Min: 54.09 / Avg: 54.84 / Max: 55.45Min: 54.72 / Avg: 54.91 / Max: 55.09Min: 55.35 / Avg: 55.9 / Max: 56.94Min: 57.29 / Avg: 57.69 / Max: 58.39Min: 56.89 / Avg: 58.48 / Max: 59.36Min: 58.49 / Avg: 58.57 / Max: 58.69Min: 60.55 / Avg: 61.2 / Max: 61.69Min: 62.17 / Avg: 63.35 / Max: 64.03Min: 66.96 / Avg: 67.36 / Max: 67.67

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 Platinum 8375C NUMA off2 x Xeon Platinum 8375CEPYC 2 7R32Xeon Platinum 8375C2 x Xeon Platinum 82802 x Xeon Platinum 8272CL NUMA offXeon W-3275M2 x Xeon Platinum 8259CL2 x Xeon Platinum 8272CL2 x Xeon Platinum 8259CL NUMA offXeon Platinum 8280Xeon Platinum 8272CLXeon Platinum 8259CL20406080100SE +/- 0.14, N = 3SE +/- 0.58, N = 3SE +/- 0.40, N = 3SE +/- 0.18, N = 3SE +/- 0.09, N = 3SE +/- 0.62, N = 3SE +/- 0.14, N = 3SE +/- 0.49, N = 3SE +/- 0.46, N = 3SE +/- 0.19, N = 3SE +/- 0.13, N = 3SE +/- 0.42, N = 3SE +/- 0.03, N = 356.0156.1659.9660.3362.7865.7766.4266.6768.5669.2074.1274.2776.15
OpenBenchmarking.orgSeconds, Fewer Is BetterBuild2 0.12Time To Compile2 x Xeon Platinum 8375C NUMA off2 x Xeon Platinum 8375CEPYC 2 7R32Xeon Platinum 8375C2 x Xeon Platinum 82802 x Xeon Platinum 8272CL NUMA offXeon W-3275M2 x Xeon Platinum 8259CL2 x Xeon Platinum 8272CL2 x Xeon Platinum 8259CL NUMA offXeon Platinum 8280Xeon Platinum 8272CLXeon Platinum 8259CL1530456075Min: 55.74 / Avg: 56.01 / Max: 56.18Min: 54.99 / Avg: 56.16 / Max: 56.76Min: 59.3 / Avg: 59.96 / Max: 60.68Min: 60.13 / Avg: 60.33 / Max: 60.69Min: 62.69 / Avg: 62.78 / Max: 62.95Min: 64.8 / Avg: 65.77 / Max: 66.91Min: 66.16 / Avg: 66.42 / Max: 66.66Min: 65.92 / Avg: 66.67 / Max: 67.59Min: 67.98 / Avg: 68.56 / Max: 69.47Min: 68.93 / Avg: 69.2 / Max: 69.56Min: 73.91 / Avg: 74.12 / Max: 74.35Min: 73.56 / Avg: 74.27 / Max: 75.03Min: 76.08 / Avg: 76.15 / Max: 76.19

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 Platinum 8490H SNC 22 x Xeon Platinum 8375C2 x Xeon Platinum 8375C NUMA offEPYC 2 7R322 x Xeon Platinum 82802 x Xeon Platinum 8272CL2 x Xeon Platinum 8272CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA offXeon Platinum 8375CXeon Platinum 8280Xeon Platinum 8272CLXeon W-3275MXeon Platinum 8259CL48121620SE +/- 0.24, N = 3SE +/- 0.08, N = 3SE +/- 0.09, N = 3SE +/- 0.10, N = 3SE +/- 0.09, N = 3SE +/- 0.04, N = 3SE +/- 0.01, N = 3SE +/- 0.04, N = 3SE +/- 0.03, N = 3SE +/- 0.04, N = 3SE +/- 0.00, N = 3SE +/- 0.02, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 315.6110.1510.097.287.196.996.955.885.865.583.793.633.533.04MIN: 13.28 / MAX: 17.04MIN: 9.9 / MAX: 10.91MIN: 9.82 / MAX: 10.81MIN: 7.01 / MAX: 7.86MIN: 6.83 / MAX: 7.6MIN: 6.72 / MAX: 7.38MIN: 6.73 / MAX: 7.34MIN: 5.75 / MAX: 6.19MIN: 5.7 / MAX: 6.16MIN: 5.31 / MAX: 5.97MIN: 3.65 / MAX: 3.94MIN: 3.44 / MAX: 3.8MIN: 3.46 / MAX: 3.66MIN: 2.93 / MAX: 3.16
OpenBenchmarking.orgM samples/sec, More Is BetterLuxCoreRender 2.3Scene: DLSC2 x Xeon Platinum 8490H SNC 22 x Xeon Platinum 8375C2 x Xeon Platinum 8375C NUMA offEPYC 2 7R322 x Xeon Platinum 82802 x Xeon Platinum 8272CL2 x Xeon Platinum 8272CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA offXeon Platinum 8375CXeon Platinum 8280Xeon Platinum 8272CLXeon W-3275MXeon Platinum 8259CL48121620Min: 15.16 / Avg: 15.61 / Max: 15.96Min: 9.99 / Avg: 10.15 / Max: 10.26Min: 9.92 / Avg: 10.09 / Max: 10.25Min: 7.13 / Avg: 7.28 / Max: 7.46Min: 7 / Avg: 7.19 / Max: 7.31Min: 6.92 / Avg: 6.99 / Max: 7.06Min: 6.95 / Avg: 6.95 / Max: 6.96Min: 5.83 / Avg: 5.88 / Max: 5.95Min: 5.8 / Avg: 5.86 / Max: 5.9Min: 5.5 / Avg: 5.58 / Max: 5.64Min: 3.79 / Avg: 3.79 / Max: 3.79Min: 3.61 / Avg: 3.63 / Max: 3.67Min: 3.52 / Avg: 3.53 / Max: 3.53Min: 3.03 / Avg: 3.04 / Max: 3.05

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 Platinum 8490H SNC 22 x Xeon Platinum 8375C NUMA off2 x Xeon Platinum 8375C2 x Xeon Platinum 8280EPYC 2 7R322 x Xeon Platinum 8272CL2 x Xeon Platinum 8272CL NUMA off2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CLXeon Platinum 8375CXeon Platinum 8280Xeon W-3275MXeon Platinum 8272CLXeon Platinum 8259CL50M100M150M200M250MSE +/- 2180653.40, N = 3SE +/- 2015291.67, N = 3SE +/- 1266085.84, N = 3SE +/- 902995.35, N = 3SE +/- 1223161.47, N = 3SE +/- 1934115.41, N = 3SE +/- 1396988.17, N = 4SE +/- 102308.18, N = 3SE +/- 336693.20, N = 3SE +/- 828671.04, N = 3SE +/- 829358.84, N = 3SE +/- 709349.35, N = 3SE +/- 54908.55, N = 3SE +/- 114508.53, N = 322585195015311349215290686011971579511676502811236272310975337710410667610351385385313242628913126117065158172107544371171. (CXX) g++ options: -m64 -lpthread -fno-exceptions -std=c++11 -pedantic -O3 -msse -msse3 -mpopcnt -flto
OpenBenchmarking.orgNodes Per Second, More Is BetterStockfish 9Total Time2 x Xeon Platinum 8490H SNC 22 x Xeon Platinum 8375C NUMA off2 x Xeon Platinum 8375C2 x Xeon Platinum 8280EPYC 2 7R322 x Xeon Platinum 8272CL2 x Xeon Platinum 8272CL NUMA off2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CLXeon Platinum 8375CXeon Platinum 8280Xeon W-3275MXeon Platinum 8272CLXeon Platinum 8259CL40M80M120M160M200MMin: 221653402 / Avg: 225851949.67 / Max: 228973425Min: 149498928 / Avg: 153113492 / Max: 156465247Min: 150508102 / Avg: 152906860.33 / Max: 154808656Min: 118301902 / Avg: 119715795 / Max: 121395820Min: 114332425 / Avg: 116765027.67 / Max: 118205394Min: 110387816 / Avg: 112362723 / Max: 116230665Min: 107229056 / Avg: 109753377.25 / Max: 113673794Min: 103907764 / Avg: 104106676 / Max: 104247682Min: 103170240 / Avg: 103513853.33 / Max: 104187192Min: 83786380 / Avg: 85313242.33 / Max: 86634890Min: 61422165 / Avg: 62891312 / Max: 64292754Min: 60083649 / Avg: 61170651.33 / Max: 62503677Min: 58109559 / Avg: 58172107.33 / Max: 58281552Min: 54219455 / Avg: 54437117 / Max: 546076251. (CXX) g++ options: -m64 -lpthread -fno-exceptions -std=c++11 -pedantic -O3 -msse -msse3 -mpopcnt -flto

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 Platinum 8375C NUMA off2 x Xeon Platinum 8375C2 x Xeon Platinum 82802 x Xeon Platinum 8272CL2 x Xeon Platinum 8272CL NUMA off2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CLXeon Platinum 8375CXeon Platinum 8280EPYC 2 7R32Xeon Platinum 8272CLXeon W-3275MXeon Platinum 8259CL2M4M6M8M10MSE +/- 29179.52, N = 3SE +/- 103333.33, N = 3SE +/- 67263.16, N = 3SE +/- 32186.95, N = 3SE +/- 27545.92, N = 3SE +/- 11259.56, N = 3SE +/- 41921.89, N = 3SE +/- 1855.92, N = 3SE +/- 14468.36, N = 3SE +/- 30550.50, N = 3SE +/- 34226.37, N = 3SE +/- 14294.52, N = 3SE +/- 9073.77, N = 31071433310497333788000071500007102667660833365546675714333409000039720003727667365400033840001. (CC) gcc options: -m64 -lssl -lcrypto -fopenmp -lgmp -pthread -lm -lz -ldl -lcrypt -lbz2
OpenBenchmarking.orgReal C/S, More Is BetterJohn The Ripper 1.9.0-jumbo-1Test: MD52 x Xeon Platinum 8375C NUMA off2 x Xeon Platinum 8375C2 x Xeon Platinum 82802 x Xeon Platinum 8272CL2 x Xeon Platinum 8272CL NUMA off2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CLXeon Platinum 8375CXeon Platinum 8280EPYC 2 7R32Xeon Platinum 8272CLXeon W-3275MXeon Platinum 8259CL2M4M6M8M10MMin: 10656000 / Avg: 10714333.33 / Max: 10745000Min: 10344000 / Avg: 10497333.33 / Max: 10694000Min: 7749000 / Avg: 7880000 / Max: 7972000Min: 7104000 / Avg: 7150000 / Max: 7212000Min: 7050000 / Avg: 7102666.67 / Max: 7143000Min: 6589000 / Avg: 6608333.33 / Max: 6628000Min: 6505000 / Avg: 6554666.67 / Max: 6638000Min: 5712000 / Avg: 5714333.33 / Max: 5718000Min: 4066000 / Avg: 4090000 / Max: 4116000Min: 3932000 / Avg: 3972000 / Max: 4032000Min: 3690000 / Avg: 3727666.67 / Max: 3796000Min: 3626000 / Avg: 3654000 / Max: 3673000Min: 3367000 / Avg: 3384000 / Max: 33980001. (CC) gcc options: -m64 -lssl -lcrypto -fopenmp -lgmp -pthread -lm -lz -ldl -lcrypt -lbz2

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 BayesXeon Platinum 8280Xeon Platinum 8272CLXeon W-3275MXeon Platinum 8259CLEPYC 2 7R322 x Xeon Platinum 82802 x Xeon Platinum 8272CLXeon Platinum 8375C2 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8272CL NUMA off2 x Xeon Platinum 8375C2 x Xeon Platinum 8375C NUMA off2 x Xeon Platinum 8490H SNC 23K6K9K12K15KSE +/- 19.41, N = 5SE +/- 18.35, N = 20SE +/- 30.38, N = 7SE +/- 26.07, N = 25SE +/- 26.28, N = 25SE +/- 36.17, N = 25SE +/- 41.01, N = 25SE +/- 39.37, N = 7SE +/- 47.41, N = 25SE +/- 55.66, N = 25SE +/- 77.21, N = 20SE +/- 90.83, N = 25SE +/- 172.31, N = 25SE +/- 152.31, N = 62674.182739.002743.623017.333057.063228.633402.053492.993495.613813.753859.384402.825550.0612656.38
OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.10.0Test: Apache Spark BayesXeon Platinum 8280Xeon Platinum 8272CLXeon W-3275MXeon Platinum 8259CLEPYC 2 7R322 x Xeon Platinum 82802 x Xeon Platinum 8272CLXeon Platinum 8375C2 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8272CL NUMA off2 x Xeon Platinum 8375C2 x Xeon Platinum 8375C NUMA off2 x Xeon Platinum 8490H SNC 22K4K6K8K10KMin: 2631.66 / Avg: 2674.17 / Max: 2733.84Min: 2537.71 / Avg: 2739 / Max: 2861.34Min: 2662.71 / Avg: 2743.62 / Max: 2836.64Min: 2788.54 / Avg: 3017.32 / Max: 3250.06Min: 2812.96 / Avg: 3057.06 / Max: 3353.22Min: 2904.06 / Avg: 3228.63 / Max: 3568.15Min: 3072.76 / Avg: 3402.05 / Max: 3761.87Min: 3386.83 / Avg: 3492.99 / Max: 3656.75Min: 3067.83 / Avg: 3495.61 / Max: 3946.94Min: 3304 / Avg: 3813.75 / Max: 4433.74Min: 3245.41 / Avg: 3859.38 / Max: 4389.26Min: 3664.92 / Avg: 4402.82 / Max: 5504.09Min: 4185.23 / Avg: 5550.05 / Max: 7004.97Min: 12175.54 / Avg: 12656.38 / Max: 13245.74

PyPerformance

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

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: regex_compileXeon W-3275MXeon Platinum 82802 x Xeon Platinum 82802 x Xeon Platinum 8375CXeon Platinum 8375C2 x Xeon Platinum 8272CL2 x Xeon Platinum 8272CL NUMA off2 x Xeon Platinum 8375C NUMA offXeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CLEPYC 2 7R322 x Xeon Platinum 8490H SNC 250100150200250SE +/- 1.20, N = 3SE +/- 2.08, N = 3SE +/- 1.45, N = 3SE +/- 2.08, N = 3SE +/- 0.33, N = 3SE +/- 0.33, N = 3SE +/- 5.95, N = 12157164164183186189190191200200200213226
OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: regex_compileXeon W-3275MXeon Platinum 82802 x Xeon Platinum 82802 x Xeon Platinum 8375CXeon Platinum 8375C2 x Xeon Platinum 8272CL2 x Xeon Platinum 8272CL NUMA off2 x Xeon Platinum 8375C NUMA offXeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CLEPYC 2 7R322 x Xeon Platinum 8490H SNC 24080120160200Min: 155 / Avg: 156.67 / Max: 159Min: 179 / Avg: 183 / Max: 186Min: 183 / Avg: 185.67 / Max: 188Min: 187 / Avg: 191 / Max: 194Min: 200 / Avg: 200.33 / Max: 201Min: 213 / Avg: 213.33 / Max: 214Min: 185 / Avg: 226.25 / Max: 244

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 MaterialEPYC 2 7R322 x Xeon Platinum 8375C2 x Xeon Platinum 8375C NUMA off2 x Xeon Platinum 82802 x Xeon Platinum 8272CL NUMA off2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8272CL2 x Xeon Platinum 8259CLXeon Platinum 8375C2 x Xeon Platinum 8490H SNC 2Xeon Platinum 8280Xeon W-3275MXeon Platinum 8272CLXeon Platinum 8259CL30609012015062.4364.7564.9768.6272.8573.2273.5073.5878.5886.47103.83106.64117.15120.17

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 Platinum 8375C2 x Xeon Platinum 8375C NUMA off2 x Xeon Platinum 8490H SNC 22 x Xeon Platinum 82802 x Xeon Platinum 8272CL2 x Xeon Platinum 8272CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA offXeon Platinum 8375CEPYC 2 7R32Xeon Platinum 8280Xeon Platinum 8272CLXeon W-3275MXeon Platinum 8259CL0.19560.39120.58680.78240.978SE +/- 0.00026, N = 3SE +/- 0.00107, N = 3SE +/- 0.00570, N = 15SE +/- 0.00133, N = 3SE +/- 0.00016, N = 3SE +/- 0.00066, N = 3SE +/- 0.00038, N = 3SE +/- 0.00012, N = 3SE +/- 0.00002, N = 3SE +/- 0.00084, N = 3SE +/- 0.00060, N = 3SE +/- 0.01127, N = 4SE +/- 0.00775, N = 15SE +/- 0.00063, N = 30.249410.256320.273110.362260.388400.401730.445510.454220.469480.486140.707090.777240.814340.86925
OpenBenchmarking.orgdays/ns, Fewer Is BetterNAMD 2.13ATPase Simulation - 327,506 Atoms2 x Xeon Platinum 8375C2 x Xeon Platinum 8375C NUMA off2 x Xeon Platinum 8490H SNC 22 x Xeon Platinum 82802 x Xeon Platinum 8272CL2 x Xeon Platinum 8272CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA offXeon Platinum 8375CEPYC 2 7R32Xeon Platinum 8280Xeon Platinum 8272CLXeon W-3275MXeon Platinum 8259CL246810Min: 0.25 / Avg: 0.25 / Max: 0.25Min: 0.25 / Avg: 0.26 / Max: 0.26Min: 0.23 / Avg: 0.27 / Max: 0.3Min: 0.36 / Avg: 0.36 / Max: 0.36Min: 0.39 / Avg: 0.39 / Max: 0.39Min: 0.4 / Avg: 0.4 / Max: 0.4Min: 0.45 / Avg: 0.45 / Max: 0.45Min: 0.45 / Avg: 0.45 / Max: 0.45Min: 0.47 / Avg: 0.47 / Max: 0.47Min: 0.48 / Avg: 0.49 / Max: 0.49Min: 0.71 / Avg: 0.71 / Max: 0.71Min: 0.74 / Avg: 0.78 / Max: 0.79Min: 0.78 / Avg: 0.81 / Max: 0.87Min: 0.87 / Avg: 0.87 / Max: 0.87

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 Platinum 8280Xeon Platinum 8280Xeon W-3275M2 x Xeon Platinum 8490H SNC 2Xeon Platinum 8272CL2 x Xeon Platinum 8272CL2 x Xeon Platinum 8272CL NUMA off2 x Xeon Platinum 8375CXeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Platinum 8375C NUMA offXeon Platinum 8375CEPYC 2 7R321530456075SE +/- 0.07, N = 3SE +/- 0.06, N = 3SE +/- 0.67, N = 3SE +/- 1.53, N = 15SE +/- 0.09, N = 3SE +/- 0.00, N = 3SE +/- 0.07, N = 3SE +/- 0.75, N = 15SE +/- 0.07, N = 3SE +/- 0.07, N = 3SE +/- 0.09, N = 3SE +/- 0.50, N = 3SE +/- 0.35, N = 3SE +/- 0.09, N = 345.946.249.957.760.660.660.863.264.164.164.265.365.466.4
OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: django_template2 x Xeon Platinum 8280Xeon Platinum 8280Xeon W-3275M2 x Xeon Platinum 8490H SNC 2Xeon Platinum 8272CL2 x Xeon Platinum 8272CL2 x Xeon Platinum 8272CL NUMA off2 x Xeon Platinum 8375CXeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Platinum 8375C NUMA offXeon Platinum 8375CEPYC 2 7R321326395265Min: 45.8 / Avg: 45.87 / Max: 46Min: 46.1 / Avg: 46.2 / Max: 46.3Min: 49.1 / Avg: 49.87 / Max: 51.2Min: 49.6 / Avg: 57.73 / Max: 65.3Min: 60.4 / Avg: 60.57 / Max: 60.7Min: 60.6 / Avg: 60.6 / Max: 60.6Min: 60.7 / Avg: 60.77 / Max: 60.9Min: 57.6 / Avg: 63.24 / Max: 67.8Min: 64 / Avg: 64.13 / Max: 64.2Min: 64 / Avg: 64.07 / Max: 64.2Min: 64 / Avg: 64.17 / Max: 64.3Min: 64.3 / Avg: 65.3 / Max: 65.9Min: 64.8 / Avg: 65.37 / Max: 66Min: 66.2 / Avg: 66.37 / Max: 66.5

Basis Universal

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

OpenBenchmarking.orgSeconds, Fewer Is BetterBasis Universal 1.12Settings: ETC1SXeon W-3275MXeon Platinum 8375C2 x Xeon Platinum 8375C NUMA off2 x Xeon Platinum 8375C2 x Xeon Platinum 8490H SNC 2Xeon Platinum 82802 x Xeon Platinum 8280Xeon Platinum 8272CLEPYC 2 7R322 x Xeon Platinum 8272CL2 x Xeon Platinum 8272CL NUMA offXeon Platinum 8259CL2 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA off1326395265SE +/- 0.48, N = 3SE +/- 0.07, N = 3SE +/- 0.02, N = 3SE +/- 0.11, N = 3SE +/- 0.51, N = 3SE +/- 0.12, N = 3SE +/- 0.11, N = 3SE +/- 0.12, N = 3SE +/- 0.03, N = 3SE +/- 0.08, N = 3SE +/- 0.05, N = 3SE +/- 0.05, N = 3SE +/- 0.09, N = 3SE +/- 0.06, N = 347.6548.2348.9249.4049.4751.4552.6954.1954.3155.2855.4657.4057.8358.281. (CXX) g++ options: -std=c++11 -fvisibility=hidden -fPIC -fno-strict-aliasing -O3 -rdynamic -lm -lpthread
OpenBenchmarking.orgSeconds, Fewer Is BetterBasis Universal 1.12Settings: ETC1SXeon W-3275MXeon Platinum 8375C2 x Xeon Platinum 8375C NUMA off2 x Xeon Platinum 8375C2 x Xeon Platinum 8490H SNC 2Xeon Platinum 82802 x Xeon Platinum 8280Xeon Platinum 8272CLEPYC 2 7R322 x Xeon Platinum 8272CL2 x Xeon Platinum 8272CL NUMA offXeon Platinum 8259CL2 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA off1224364860Min: 46.99 / Avg: 47.65 / Max: 48.58Min: 48.15 / Avg: 48.23 / Max: 48.37Min: 48.88 / Avg: 48.92 / Max: 48.95Min: 49.19 / Avg: 49.4 / Max: 49.55Min: 48.83 / Avg: 49.47 / Max: 50.48Min: 51.21 / Avg: 51.45 / Max: 51.59Min: 52.5 / Avg: 52.69 / Max: 52.88Min: 53.97 / Avg: 54.19 / Max: 54.39Min: 54.26 / Avg: 54.31 / Max: 54.35Min: 55.18 / Avg: 55.28 / Max: 55.44Min: 55.38 / Avg: 55.46 / Max: 55.56Min: 57.31 / Avg: 57.4 / Max: 57.48Min: 57.65 / Avg: 57.83 / Max: 57.92Min: 58.22 / Avg: 58.28 / Max: 58.41. (CXX) g++ options: -std=c++11 -fvisibility=hidden -fPIC -fno-strict-aliasing -O3 -rdynamic -lm -lpthread

Blender

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

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.82Blend File: BMW27 - Compute: CPU-Only2 x Xeon Platinum 8490H SNC 22 x Xeon Platinum 8375C NUMA off2 x Xeon Platinum 8375C2 x Xeon Platinum 82802 x Xeon Platinum 8272CL NUMA off2 x Xeon Platinum 8272CLEPYC 2 7R322 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA offXeon Platinum 8375CXeon Platinum 8280Xeon W-3275MXeon Platinum 8272CLXeon Platinum 8259CL20406080100SE +/- 0.09, N = 3SE +/- 0.09, N = 3SE +/- 0.15, N = 3SE +/- 0.09, N = 3SE +/- 0.06, N = 3SE +/- 0.21, N = 3SE +/- 0.10, N = 3SE +/- 0.11, N = 3SE +/- 0.05, N = 3SE +/- 0.10, N = 3SE +/- 0.09, N = 3SE +/- 0.12, N = 3SE +/- 0.26, N = 3SE +/- 0.14, N = 325.6931.0931.1038.7941.2241.3341.7647.6348.0052.2869.8074.9675.8686.89
OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.82Blend File: BMW27 - Compute: CPU-Only2 x Xeon Platinum 8490H SNC 22 x Xeon Platinum 8375C NUMA off2 x Xeon Platinum 8375C2 x Xeon Platinum 82802 x Xeon Platinum 8272CL NUMA off2 x Xeon Platinum 8272CLEPYC 2 7R322 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA offXeon Platinum 8375CXeon Platinum 8280Xeon W-3275MXeon Platinum 8272CLXeon Platinum 8259CL1632486480Min: 25.51 / Avg: 25.69 / Max: 25.79Min: 30.91 / Avg: 31.09 / Max: 31.19Min: 30.9 / Avg: 31.1 / Max: 31.39Min: 38.65 / Avg: 38.79 / Max: 38.96Min: 41.13 / Avg: 41.22 / Max: 41.34Min: 40.94 / Avg: 41.33 / Max: 41.64Min: 41.6 / Avg: 41.76 / Max: 41.93Min: 47.42 / Avg: 47.63 / Max: 47.8Min: 47.94 / Avg: 48 / Max: 48.1Min: 52.08 / Avg: 52.28 / Max: 52.41Min: 69.64 / Avg: 69.8 / Max: 69.96Min: 74.78 / Avg: 74.96 / Max: 75.19Min: 75.42 / Avg: 75.86 / Max: 76.32Min: 86.66 / Avg: 86.89 / Max: 87.14

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 Platinum 8375C NUMA off2 x Xeon Platinum 8375C2 x Xeon Platinum 8280EPYC 2 7R322 x Xeon Platinum 8272CL NUMA off2 x Xeon Platinum 8272CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CLXeon Platinum 8375CXeon Platinum 8280Xeon W-3275MXeon Platinum 8272CLXeon Platinum 8259CL15003000450060007500SE +/- 10.36, N = 3SE +/- 7.16, N = 3SE +/- 7.97, N = 3SE +/- 25.92, N = 3SE +/- 16.05, N = 3SE +/- 15.22, N = 3SE +/- 11.90, N = 3SE +/- 7.22, N = 3SE +/- 1.23, N = 3SE +/- 11.11, N = 3SE +/- 41.02, N = 3SE +/- 14.11, N = 3SE +/- 5.52, N = 32382.112540.743005.483076.763243.003271.403548.603551.384454.225919.946183.116437.607095.62MIN: 2282.91MIN: 2390.74MIN: 2934.55MIN: 3011.81MIN: 3183.9MIN: 3209.1MIN: 3529.41MIN: 3527.13MIN: 4426.84MIN: 5895.99MIN: 5934.01MIN: 6341.76MIN: 7085.951. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl
OpenBenchmarking.orgms, Fewer Is BetterMKL-DNN DNNL 1.1Harness: Convolution Batch conv_3d - Data Type: u8s8f322 x Xeon Platinum 8375C NUMA off2 x Xeon Platinum 8375C2 x Xeon Platinum 8280EPYC 2 7R322 x Xeon Platinum 8272CL NUMA off2 x Xeon Platinum 8272CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CLXeon Platinum 8375CXeon Platinum 8280Xeon W-3275MXeon Platinum 8272CLXeon Platinum 8259CL12002400360048006000Min: 2361.94 / Avg: 2382.11 / Max: 2396.29Min: 2528.28 / Avg: 2540.74 / Max: 2553.09Min: 2989.81 / Avg: 3005.48 / Max: 3015.87Min: 3025.64 / Avg: 3076.76 / Max: 3109.75Min: 3211.18 / Avg: 3243 / Max: 3262.56Min: 3241.44 / Avg: 3271.4 / Max: 3291.01Min: 3534.72 / Avg: 3548.6 / Max: 3572.27Min: 3541.71 / Avg: 3551.38 / Max: 3565.51Min: 4452.85 / Avg: 4454.22 / Max: 4456.67Min: 5908.76 / Avg: 5919.94 / Max: 5942.15Min: 6101.37 / Avg: 6183.11 / Max: 6230.15Min: 6409.41 / Avg: 6437.6 / Max: 6452.89Min: 7089.8 / Avg: 7095.62 / Max: 7106.661. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl

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 Platinum 8490H SNC 2Xeon Platinum 8375C2 x Xeon Platinum 8375C2 x Xeon Platinum 8375C NUMA offXeon W-3275MEPYC 2 7R322 x Xeon Platinum 8280Xeon Platinum 82802 x Xeon Platinum 8272CLXeon Platinum 8272CL2 x Xeon Platinum 8272CL NUMA offXeon Platinum 8259CL2 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA off14002800420056007000SE +/- 2.56, N = 3SE +/- 1.99, N = 3SE +/- 0.44, N = 3SE +/- 6.81, N = 3SE +/- 3.72, N = 3SE +/- 22.45, N = 3SE +/- 5.39, N = 3SE +/- 4.11, N = 3SE +/- 1.29, N = 3SE +/- 6.12, N = 3SE +/- 10.51, N = 3SE +/- 1.29, N = 3SE +/- 1.57, N = 3SE +/- 2.97, N = 36347.864214.944211.214198.513866.093769.723514.603510.213331.383318.983315.303152.503147.913130.861. (CC) gcc options: -O3 -mavx2
OpenBenchmarking.orgMFLOPS, More Is BetterHimeno Benchmark 3.0Poisson Pressure Solver2 x Xeon Platinum 8490H SNC 2Xeon Platinum 8375C2 x Xeon Platinum 8375C2 x Xeon Platinum 8375C NUMA offXeon W-3275MEPYC 2 7R322 x Xeon Platinum 8280Xeon Platinum 82802 x Xeon Platinum 8272CLXeon Platinum 8272CL2 x Xeon Platinum 8272CL NUMA offXeon Platinum 8259CL2 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA off11002200330044005500Min: 6342.79 / Avg: 6347.86 / Max: 6351.01Min: 4210.96 / Avg: 4214.94 / Max: 4217.12Min: 4210.39 / Avg: 4211.21 / Max: 4211.89Min: 4190.4 / Avg: 4198.51 / Max: 4212.05Min: 3859.6 / Avg: 3866.09 / Max: 3872.48Min: 3732.18 / Avg: 3769.72 / Max: 3809.83Min: 3503.89 / Avg: 3514.6 / Max: 3520.98Min: 3502.88 / Avg: 3510.21 / Max: 3517.08Min: 3328.88 / Avg: 3331.38 / Max: 3333.23Min: 3306.8 / Avg: 3318.98 / Max: 3326.1Min: 3294.28 / Avg: 3315.3 / Max: 3326.23Min: 3150.18 / Avg: 3152.5 / Max: 3154.62Min: 3145.87 / Avg: 3147.91 / Max: 3150.99Min: 3125.29 / Avg: 3130.86 / Max: 3135.461. (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 Platinum 8375C2 x Xeon Platinum 8375C NUMA offXeon Platinum 8375C2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Platinum 8272CL NUMA off2 x Xeon Platinum 8280Xeon Platinum 82802 x Xeon Platinum 8272CLXeon Platinum 8272CLXeon Platinum 8259CLXeon W-3275MEPYC 2 7R32306090120150SE +/- 0.00536, N = 3SE +/- 0.00823, N = 3SE +/- 0.00773, N = 3SE +/- 0.00908, N = 3SE +/- 0.01481, N = 3SE +/- 0.01090, N = 3SE +/- 0.04146, N = 4SE +/- 0.00398, N = 3SE +/- 0.03153, N = 3SE +/- 0.00539, N = 3SE +/- 0.00119, N = 3SE +/- 0.03226, N = 3SE +/- 0.23997, N = 31.446131.498651.845152.781933.048663.105303.110023.231213.296153.344273.432363.59218149.33900MIN: 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: u8s8f322 x Xeon Platinum 8375C2 x Xeon Platinum 8375C NUMA offXeon Platinum 8375C2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Platinum 8272CL NUMA off2 x Xeon Platinum 8280Xeon Platinum 82802 x Xeon Platinum 8272CLXeon Platinum 8272CLXeon Platinum 8259CLXeon W-3275MEPYC 2 7R32306090120150Min: 1.44 / Avg: 1.45 / Max: 1.46Min: 1.49 / Avg: 1.5 / Max: 1.51Min: 1.83 / Avg: 1.85 / Max: 1.86Min: 2.76 / Avg: 2.78 / Max: 2.8Min: 3.02 / Avg: 3.05 / Max: 3.08Min: 3.09 / Avg: 3.11 / Max: 3.12Min: 3 / Avg: 3.11 / Max: 3.2Min: 3.23 / Avg: 3.23 / Max: 3.24Min: 3.24 / Avg: 3.3 / Max: 3.35Min: 3.33 / Avg: 3.34 / Max: 3.35Min: 3.43 / Avg: 3.43 / Max: 3.43Min: 3.53 / Avg: 3.59 / Max: 3.63Min: 148.88 / Avg: 149.34 / Max: 149.71. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl

OpenBenchmarking.orgms, Fewer Is BetterMKL-DNN DNNL 1.1Harness: IP Batch All - Data Type: f322 x Xeon Platinum 8375C NUMA offXeon Platinum 8375C2 x Xeon Platinum 8375C2 x Xeon Platinum 8272CL NUMA off2 x Xeon Platinum 8259CL NUMA offXeon Platinum 8280Xeon Platinum 8272CLXeon W-3275MXeon Platinum 8259CLEPYC 2 7R322 x Xeon Platinum 82802 x Xeon Platinum 8272CL2 x Xeon Platinum 8259CL3691215SE +/- 0.00676, N = 3SE +/- 0.00218, N = 3SE +/- 0.00521, N = 3SE +/- 0.00556, N = 3SE +/- 0.00603, N = 3SE +/- 0.00854, N = 3SE +/- 0.01006, N = 3SE +/- 0.10112, N = 3SE +/- 0.03341, N = 3SE +/- 0.01277, N = 3SE +/- 0.01419, N = 3SE +/- 0.01633, N = 3SE +/- 0.03588, N = 33.730314.595506.002646.386526.658426.795097.407047.544397.890718.883909.524669.713559.97669MIN: 3.56MIN: 4.48MIN: 5.79MIN: 6.06MIN: 6.25MIN: 6.68MIN: 7.28MIN: 6.71MIN: 7.76MIN: 8.36MIN: 9.28MIN: 9.49MIN: 9.621. (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 Platinum 8375C NUMA offXeon Platinum 8375C2 x Xeon Platinum 8375C2 x Xeon Platinum 8272CL NUMA off2 x Xeon Platinum 8259CL NUMA offXeon Platinum 8280Xeon Platinum 8272CLXeon W-3275MXeon Platinum 8259CLEPYC 2 7R322 x Xeon Platinum 82802 x Xeon Platinum 8272CL2 x Xeon Platinum 8259CL3691215Min: 3.72 / Avg: 3.73 / Max: 3.74Min: 4.59 / Avg: 4.6 / Max: 4.6Min: 5.99 / Avg: 6 / Max: 6.01Min: 6.38 / Avg: 6.39 / Max: 6.4Min: 6.65 / Avg: 6.66 / Max: 6.67Min: 6.79 / Avg: 6.8 / Max: 6.81Min: 7.39 / Avg: 7.41 / Max: 7.42Min: 7.41 / Avg: 7.54 / Max: 7.74Min: 7.85 / Avg: 7.89 / Max: 7.96Min: 8.87 / Avg: 8.88 / Max: 8.91Min: 9.51 / Avg: 9.52 / Max: 9.55Min: 9.69 / Avg: 9.71 / Max: 9.74Min: 9.91 / Avg: 9.98 / Max: 10.021. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl

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 Platinum 82802 x Xeon Platinum 8272CL NUMA off2 x Xeon Platinum 8272CLXeon W-3275MXeon Platinum 82802 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CLEPYC 2 7R32Xeon Platinum 8272CL2 x Xeon Platinum 8375C NUMA offXeon Platinum 8259CL2 x Xeon Platinum 8375CXeon Platinum 8375C246810SE +/- 0.064, N = 3SE +/- 0.081, N = 3SE +/- 0.062, N = 3SE +/- 0.023, N = 3SE +/- 0.032, N = 3SE +/- 0.075, N = 4SE +/- 0.002, N = 3SE +/- 0.072, N = 5SE +/- 0.052, N = 3SE +/- 0.110, N = 15SE +/- 0.052, N = 3SE +/- 0.083, N = 3SE +/- 0.043, N = 157.0336.4556.3996.3896.0305.9965.9555.7145.6535.2045.1124.8374.0981. (CXX) g++ options: -fPIE -fPIC -pie
OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 0.8Encoder Mode: Enc Mode 4 - Input: 1080p2 x Xeon Platinum 82802 x Xeon Platinum 8272CL NUMA off2 x Xeon Platinum 8272CLXeon W-3275MXeon Platinum 82802 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CLEPYC 2 7R32Xeon Platinum 8272CL2 x Xeon Platinum 8375C NUMA offXeon Platinum 8259CL2 x Xeon Platinum 8375CXeon Platinum 8375C3691215Min: 6.92 / Avg: 7.03 / Max: 7.14Min: 6.37 / Avg: 6.46 / Max: 6.62Min: 6.33 / Avg: 6.4 / Max: 6.52Min: 6.36 / Avg: 6.39 / Max: 6.43Min: 5.98 / Avg: 6.03 / Max: 6.09Min: 5.82 / Avg: 6 / Max: 6.18Min: 5.95 / Avg: 5.96 / Max: 5.96Min: 5.62 / Avg: 5.71 / Max: 6Min: 5.57 / Avg: 5.65 / Max: 5.75Min: 4.47 / Avg: 5.2 / Max: 6Min: 5.04 / Avg: 5.11 / Max: 5.22Min: 4.67 / Avg: 4.84 / Max: 4.95Min: 3.89 / Avg: 4.1 / Max: 4.41. (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_3d - Data Type: bf16bf16bf162 x Xeon Platinum 8375C NUMA off2 x Xeon Platinum 8375C2 x Xeon Platinum 8272CL NUMA off2 x Xeon Platinum 8272CL2 x Xeon Platinum 82802 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CLXeon Platinum 8375CXeon Platinum 8272CLXeon Platinum 8280Xeon W-3275MXeon Platinum 8259CL48121620SE +/- 0.00440, N = 3SE +/- 0.05559, N = 3SE +/- 0.00581, N = 3SE +/- 0.01148, N = 3SE +/- 0.00328, N = 3SE +/- 0.00811, N = 3SE +/- 0.00172, N = 3SE +/- 0.00609, N = 3SE +/- 0.00634, N = 3SE +/- 0.00390, N = 3SE +/- 0.24390, N = 4SE +/- 0.00403, N = 35.719635.812437.655617.675177.929129.187519.2066510.7508014.0747014.0780016.5906017.32170MIN: 5.59MIN: 5.59MIN: 7.54MIN: 7.54MIN: 7.75MIN: 9.03MIN: 9.04MIN: 10.65MIN: 13.94MIN: 13.95MIN: 14.98MIN: 17.211. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl
OpenBenchmarking.orgms, Fewer Is BetterMKL-DNN DNNL 1.1Harness: Convolution Batch conv_3d - Data Type: bf16bf16bf162 x Xeon Platinum 8375C NUMA off2 x Xeon Platinum 8375C2 x Xeon Platinum 8272CL NUMA off2 x Xeon Platinum 8272CL2 x Xeon Platinum 82802 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CLXeon Platinum 8375CXeon Platinum 8272CLXeon Platinum 8280Xeon W-3275MXeon Platinum 8259CL48121620Min: 5.71 / Avg: 5.72 / Max: 5.73Min: 5.72 / Avg: 5.81 / Max: 5.91Min: 7.65 / Avg: 7.66 / Max: 7.67Min: 7.65 / Avg: 7.68 / Max: 7.69Min: 7.92 / Avg: 7.93 / Max: 7.93Min: 9.17 / Avg: 9.19 / Max: 9.2Min: 9.2 / Avg: 9.21 / Max: 9.21Min: 10.74 / Avg: 10.75 / Max: 10.76Min: 14.06 / Avg: 14.07 / Max: 14.08Min: 14.07 / Avg: 14.08 / Max: 14.08Min: 16.33 / Avg: 16.59 / Max: 17.32Min: 17.31 / Avg: 17.32 / Max: 17.331. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl

NAS Parallel Benchmarks

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

OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: EP.D2 x Xeon Platinum 8375C2 x Xeon Platinum 8375C NUMA off2 x Xeon Platinum 82802 x Xeon Platinum 8272CL2 x Xeon Platinum 8272CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA offXeon Platinum 8375CEPYC 2 7R32Xeon Platinum 8280Xeon W-3275MXeon Platinum 8272CLXeon Platinum 8259CL2K4K6K8K10KSE +/- 102.38, N = 3SE +/- 143.88, N = 3SE +/- 148.86, N = 12SE +/- 89.09, N = 3SE +/- 91.47, N = 3SE +/- 89.39, N = 3SE +/- 84.22, N = 3SE +/- 5.66, N = 3SE +/- 5.75, N = 3SE +/- 46.76, N = 4SE +/- 4.09, N = 3SE +/- 39.87, N = 5SE +/- 38.58, N = 49339.049334.316284.656088.085973.185310.165284.344730.263570.463283.383210.523033.282677.641. (F9X) gfortran options: -O3 -march=native -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi2. 2 x Xeon Platinum 8375C: Open MPI 3.1.33. 2 x Xeon Platinum 8375C NUMA off: Open MPI 3.1.34. 2 x Xeon Platinum 8280: Open MPI 4.0.3rc45. 2 x Xeon Platinum 8272CL: Open MPI 3.1.36. 2 x Xeon Platinum 8272CL NUMA off: Open MPI 3.1.37. 2 x Xeon Platinum 8259CL: Open MPI 3.1.38. 2 x Xeon Platinum 8259CL NUMA off: Open MPI 3.1.39. Xeon Platinum 8375C: Open MPI 3.1.310. EPYC 2 7R32: Open MPI 3.1.311. Xeon Platinum 8280: Open MPI 4.0.3rc412. Xeon W-3275M: Open MPI 3.1.313. Xeon Platinum 8272CL: Open MPI 3.1.314. Xeon Platinum 8259CL: Open MPI 3.1.3
OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: EP.D2 x Xeon Platinum 8375C2 x Xeon Platinum 8375C NUMA off2 x Xeon Platinum 82802 x Xeon Platinum 8272CL2 x Xeon Platinum 8272CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA offXeon Platinum 8375CEPYC 2 7R32Xeon Platinum 8280Xeon W-3275MXeon Platinum 8272CLXeon Platinum 8259CL16003200480064008000Min: 9134.47 / Avg: 9339.04 / Max: 9448.8Min: 9047.09 / Avg: 9334.31 / Max: 9493.21Min: 4701.54 / Avg: 6284.65 / Max: 6575.23Min: 5909.98 / Avg: 6088.08 / Max: 6181.91Min: 5849.34 / Avg: 5973.18 / Max: 6151.72Min: 5131.81 / Avg: 5310.16 / Max: 5410.13Min: 5126.12 / Avg: 5284.34 / Max: 5413.51Min: 4722.84 / Avg: 4730.26 / Max: 4741.38Min: 3559.68 / Avg: 3570.46 / Max: 3579.3Min: 3145.86 / Avg: 3283.38 / Max: 3354.94Min: 3202.35 / Avg: 3210.52 / Max: 3214.74Min: 2878.64 / Avg: 3033.28 / Max: 3109.62Min: 2562.02 / Avg: 2677.64 / Max: 2719.761. (F9X) gfortran options: -O3 -march=native -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi2. 2 x Xeon Platinum 8375C: Open MPI 3.1.33. 2 x Xeon Platinum 8375C NUMA off: Open MPI 3.1.34. 2 x Xeon Platinum 8280: Open MPI 4.0.3rc45. 2 x Xeon Platinum 8272CL: Open MPI 3.1.36. 2 x Xeon Platinum 8272CL NUMA off: Open MPI 3.1.37. 2 x Xeon Platinum 8259CL: Open MPI 3.1.38. 2 x Xeon Platinum 8259CL NUMA off: Open MPI 3.1.39. Xeon Platinum 8375C: Open MPI 3.1.310. EPYC 2 7R32: Open MPI 3.1.311. Xeon Platinum 8280: Open MPI 4.0.3rc412. Xeon W-3275M: Open MPI 3.1.313. Xeon Platinum 8272CL: Open MPI 3.1.314. Xeon Platinum 8259CL: Open MPI 3.1.3

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 Platinum 8490H SNC 22 x Xeon Platinum 8375C2 x Xeon Platinum 8375C NUMA off2 x Xeon Platinum 82802 x Xeon Platinum 8272CL2 x Xeon Platinum 8272CL NUMA offEPYC 2 7R322 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA offXeon Platinum 8375CXeon Platinum 8280Xeon Platinum 8272CLXeon W-3275MXeon Platinum 8259CL816243240SE +/- 0.215, N = 5SE +/- 0.000, N = 12SE +/- 0.000, N = 12SE +/- 0.000, N = 12SE +/- 0.000, N = 12SE +/- 0.101, N = 3SE +/- 0.068, N = 4SE +/- 0.000, N = 3SE +/- 0.080, N = 3SE +/- 0.067, N = 3SE +/- 0.030, N = 3SE +/- 0.000, N = 12SE +/- 0.006, N = 12SE +/- 0.022, N = 333.12027.03027.03018.18017.54017.44016.60015.62515.54014.2209.4909.0908.6908.090MIN: 19.23 / MAX: 38.46MIN: 16.67 / MAX: 27.78MIN: 26.32 / MAX: 27.78MIN: 12.2 / MAX: 18.52MIN: 12.5 / MAX: 17.86MIN: 16.39 / MAX: 17.86MIN: 15.87 / MAX: 16.95MIN: 11.11 / MAX: 15.87MIN: 14.93 / MAX: 15.87MIN: 14.08 / MAX: 14.49MIN: 9.26 / MAX: 9.62MIN: 8.85 / MAX: 9.35MIN: 8.33 / MAX: 9.01MIN: 7.94 / MAX: 8.2
OpenBenchmarking.orgFPS, More Is BetterOSPray 1.8.5Demo: NASA Streamlines - Renderer: Path Tracer2 x Xeon Platinum 8490H SNC 22 x Xeon Platinum 8375C2 x Xeon Platinum 8375C NUMA off2 x Xeon Platinum 82802 x Xeon Platinum 8272CL2 x Xeon Platinum 8272CL NUMA offEPYC 2 7R322 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA offXeon Platinum 8375CXeon Platinum 8280Xeon Platinum 8272CLXeon W-3275MXeon Platinum 8259CL714212835Min: 32.26 / Avg: 33.12 / Max: 33.33Min: 27.03 / Avg: 27.03 / Max: 27.03Min: 27.03 / Avg: 27.03 / Max: 27.03Min: 18.18 / Avg: 18.18 / Max: 18.18Min: 17.54 / Avg: 17.54 / Max: 17.54Min: 17.24 / Avg: 17.44 / Max: 17.54Min: 16.39 / Avg: 16.6 / Max: 16.67Min: 15.63 / Avg: 15.63 / Max: 15.63Min: 15.38 / Avg: 15.54 / Max: 15.63Min: 14.08 / Avg: 14.22 / Max: 14.29Min: 9.43 / Avg: 9.49 / Max: 9.52Min: 9.09 / Avg: 9.09 / Max: 9.09Min: 8.62 / Avg: 8.69 / Max: 8.7Min: 8.06 / Avg: 8.09 / Max: 8.13

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 Platinum 8375C2 x Xeon Platinum 8375C NUMA off2 x Xeon Platinum 82802 x Xeon Platinum 8272CLEPYC 2 7R322 x Xeon Platinum 8259CL2 x Xeon Platinum 8272CL NUMA offXeon Platinum 8375C2 x Xeon Platinum 8259CL NUMA offXeon Platinum 8280Xeon W-3275MXeon Platinum 8272CLXeon Platinum 8259CL40K80K120K160K200KSE +/- 2821.73, N = 12SE +/- 116.37, N = 3SE +/- 78.84, N = 3SE +/- 125.50, N = 3SE +/- 500.22, N = 3SE +/- 107.83, N = 3SE +/- 156.22, N = 3SE +/- 120.43, N = 3SE +/- 64.74, N = 3SE +/- 52.95, N = 3SE +/- 127.07, N = 3SE +/- 149.79, N = 3SE +/- 15.49, N = 3188359.36164568.74136046.53131794.23106415.53104107.99102113.0596192.0584766.1471842.3469347.5869011.3551975.351. (F9X) gfortran options: -O3 -march=native -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi2. 2 x Xeon Platinum 8375C: Open MPI 3.1.33. 2 x Xeon Platinum 8375C NUMA off: Open MPI 3.1.34. 2 x Xeon Platinum 8280: Open MPI 4.0.3rc45. 2 x Xeon Platinum 8272CL: Open MPI 3.1.36. EPYC 2 7R32: Open MPI 3.1.37. 2 x Xeon Platinum 8259CL: Open MPI 3.1.38. 2 x Xeon Platinum 8272CL NUMA off: Open MPI 3.1.39. Xeon Platinum 8375C: Open MPI 3.1.310. 2 x Xeon Platinum 8259CL NUMA off: Open MPI 3.1.311. Xeon Platinum 8280: Open MPI 4.0.3rc412. Xeon W-3275M: Open MPI 3.1.313. Xeon Platinum 8272CL: Open MPI 3.1.314. Xeon Platinum 8259CL: Open MPI 3.1.3
OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: BT.C2 x Xeon Platinum 8375C2 x Xeon Platinum 8375C NUMA off2 x Xeon Platinum 82802 x Xeon Platinum 8272CLEPYC 2 7R322 x Xeon Platinum 8259CL2 x Xeon Platinum 8272CL NUMA offXeon Platinum 8375C2 x Xeon Platinum 8259CL NUMA offXeon Platinum 8280Xeon W-3275MXeon Platinum 8272CLXeon Platinum 8259CL30K60K90K120K150KMin: 158314.13 / Avg: 188359.36 / Max: 193582.45Min: 164342.7 / Avg: 164568.74 / Max: 164729.8Min: 135902.03 / Avg: 136046.53 / Max: 136173.43Min: 131628.47 / Avg: 131794.23 / Max: 132040.34Min: 105553.29 / Avg: 106415.53 / Max: 107286.06Min: 103947.99 / Avg: 104107.99 / Max: 104313.21Min: 101880.46 / Avg: 102113.05 / Max: 102410Min: 95953.71 / Avg: 96192.05 / Max: 96341.29Min: 84639.23 / Avg: 84766.14 / Max: 84851.8Min: 71737.27 / Avg: 71842.34 / Max: 71906.41Min: 69139.32 / Avg: 69347.58 / Max: 69577.86Min: 68722.06 / Avg: 69011.35 / Max: 69223.41Min: 51950.76 / Avg: 51975.35 / Max: 52003.961. (F9X) gfortran options: -O3 -march=native -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi2. 2 x Xeon Platinum 8375C: Open MPI 3.1.33. 2 x Xeon Platinum 8375C NUMA off: Open MPI 3.1.34. 2 x Xeon Platinum 8280: Open MPI 4.0.3rc45. 2 x Xeon Platinum 8272CL: Open MPI 3.1.36. EPYC 2 7R32: Open MPI 3.1.37. 2 x Xeon Platinum 8259CL: Open MPI 3.1.38. 2 x Xeon Platinum 8272CL NUMA off: Open MPI 3.1.39. Xeon Platinum 8375C: Open MPI 3.1.310. 2 x Xeon Platinum 8259CL NUMA off: Open MPI 3.1.311. Xeon Platinum 8280: Open MPI 4.0.3rc412. Xeon W-3275M: Open MPI 3.1.313. Xeon Platinum 8272CL: Open MPI 3.1.314. Xeon Platinum 8259CL: Open MPI 3.1.3

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 Platinum 8490H SNC 22 x Xeon Platinum 8375C2 x Xeon Platinum 8375C NUMA off2 x Xeon Platinum 82802 x Xeon Platinum 8272CL2 x Xeon Platinum 8272CL NUMA offEPYC 2 7R322 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA offXeon Platinum 8375CXeon Platinum 8280Xeon Platinum 8272CLXeon W-3275MXeon Platinum 8259CL20406080100SE +/- 0.47, N = 3SE +/- 0.04, N = 3SE +/- 0.19, N = 3SE +/- 0.11, N = 3SE +/- 0.30, N = 3SE +/- 0.06, N = 3SE +/- 0.03, N = 3SE +/- 0.04, N = 3SE +/- 0.05, N = 3SE +/- 0.03, N = 3SE +/- 0.06, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 3102.6670.3970.0551.7949.2849.1147.5842.7642.4940.1829.2127.6727.2023.72MIN: 81.22 / MAX: 119.82MIN: 67.53 / MAX: 74.84MIN: 66.65 / MAX: 74.31MIN: 50.62 / MAX: 53.17MIN: 47.13 / MAX: 50.81MIN: 48.15 / MAX: 50.25MIN: 46.92 / MAX: 48.74MIN: 42.06 / MAX: 43.59MIN: 41.76 / MAX: 43.28MIN: 39.6 / MAX: 41.68MIN: 28.89 / MAX: 29.61MIN: 27.31 / MAX: 27.95MIN: 26.82 / MAX: 27.54MIN: 23.57 / MAX: 23.92
OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 3.6.1Binary: Pathtracer - Model: Asian Dragon Obj2 x Xeon Platinum 8490H SNC 22 x Xeon Platinum 8375C2 x Xeon Platinum 8375C NUMA off2 x Xeon Platinum 82802 x Xeon Platinum 8272CL2 x Xeon Platinum 8272CL NUMA offEPYC 2 7R322 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA offXeon Platinum 8375CXeon Platinum 8280Xeon Platinum 8272CLXeon W-3275MXeon Platinum 8259CL20406080100Min: 101.93 / Avg: 102.66 / Max: 103.54Min: 70.31 / Avg: 70.39 / Max: 70.44Min: 69.68 / Avg: 70.05 / Max: 70.32Min: 51.64 / Avg: 51.79 / Max: 51.99Min: 48.69 / Avg: 49.28 / Max: 49.59Min: 48.99 / Avg: 49.11 / Max: 49.17Min: 47.52 / Avg: 47.58 / Max: 47.62Min: 42.68 / Avg: 42.76 / Max: 42.81Min: 42.4 / Avg: 42.49 / Max: 42.54Min: 40.12 / Avg: 40.18 / Max: 40.22Min: 29.1 / Avg: 29.21 / Max: 29.29Min: 27.64 / Avg: 27.67 / Max: 27.71Min: 27.17 / Avg: 27.2 / Max: 27.21Min: 23.69 / Avg: 23.72 / Max: 23.75

Zstd Compression

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

OpenBenchmarking.orgSeconds, Fewer Is BetterZstd Compression 1.3.4Compressing ubuntu-16.04.3-server-i386.img, Compression Level 19Xeon Platinum 8375C2 x Xeon Platinum 8375CXeon Platinum 8280Xeon Platinum 8272CLXeon W-3275M2 x Xeon Platinum 8375C NUMA off2 x Xeon Platinum 8280EPYC 2 7R322 x Xeon Platinum 8272CLXeon Platinum 8259CL2 x Xeon Platinum 8259CL2 x Xeon Platinum 8272CL NUMA off2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8490H SNC 220406080100SE +/- 0.071, N = 13SE +/- 0.111, N = 12SE +/- 0.016, N = 3SE +/- 0.062, N = 14SE +/- 0.023, N = 3SE +/- 0.058, N = 15SE +/- 0.148, N = 3SE +/- 0.062, N = 15SE +/- 0.093, N = 15SE +/- 0.128, N = 3SE +/- 0.094, N = 15SE +/- 0.111, N = 7SE +/- 0.128, N = 5SE +/- 0.992, N = 37.2838.1798.2038.3078.3808.4229.1379.2309.6539.6729.94910.08810.29477.3061. (CC) gcc options: -O3
OpenBenchmarking.orgSeconds, Fewer Is BetterZstd Compression 1.3.4Compressing ubuntu-16.04.3-server-i386.img, Compression Level 19Xeon Platinum 8375C2 x Xeon Platinum 8375CXeon Platinum 8280Xeon Platinum 8272CLXeon W-3275M2 x Xeon Platinum 8375C NUMA off2 x Xeon Platinum 8280EPYC 2 7R322 x Xeon Platinum 8272CLXeon Platinum 8259CL2 x Xeon Platinum 8259CL2 x Xeon Platinum 8272CL NUMA off2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8490H SNC 21530456075Min: 7.19 / Avg: 7.28 / Max: 8.13Min: 7.85 / Avg: 8.18 / Max: 9.3Min: 8.18 / Avg: 8.2 / Max: 8.23Min: 8.2 / Avg: 8.31 / Max: 9.11Min: 8.34 / Avg: 8.38 / Max: 8.42Min: 8.29 / Avg: 8.42 / Max: 9.16Min: 8.85 / Avg: 9.14 / Max: 9.34Min: 9.12 / Avg: 9.23 / Max: 10.09Min: 8.87 / Avg: 9.65 / Max: 10.6Min: 9.52 / Avg: 9.67 / Max: 9.93Min: 9.25 / Avg: 9.95 / Max: 10.7Min: 9.93 / Avg: 10.09 / Max: 10.75Min: 10.14 / Avg: 10.29 / Max: 10.8Min: 75.32 / Avg: 77.31 / Max: 78.331. (CC) gcc options: -O3

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 Dragon Obj2 x Xeon Platinum 8490H SNC 22 x Xeon Platinum 8375C NUMA off2 x Xeon Platinum 8375C2 x Xeon Platinum 82802 x Xeon Platinum 8272CL2 x Xeon Platinum 8272CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA offXeon Platinum 8375CEPYC 2 7R32Xeon Platinum 8280Xeon Platinum 8272CLXeon W-3275MXeon Platinum 8259CL306090120150SE +/- 1.52, N = 4SE +/- 0.07, N = 3SE +/- 0.03, N = 3SE +/- 0.05, N = 3SE +/- 0.03, N = 3SE +/- 0.04, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.05, N = 3SE +/- 0.03, N = 3SE +/- 0.02, N = 3SE +/- 0.02, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3116.1982.3281.9058.6956.5156.4650.9850.8646.1445.4333.0531.5730.3528.29MIN: 87.35 / MAX: 136.74MIN: 79.32 / MAX: 84.86MIN: 79.15 / MAX: 84.55MIN: 56.97 / MAX: 60.91MIN: 55.22 / MAX: 58.38MIN: 55.08 / MAX: 57.97MIN: 49.91 / MAX: 52.27MIN: 49.88 / MAX: 52.05MIN: 45.35 / MAX: 47.2MIN: 44.82 / MAX: 46.53MIN: 32.72 / MAX: 33.4MIN: 31.3 / MAX: 31.91MIN: 29.95 / MAX: 30.77MIN: 28.06 / MAX: 28.6
OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 3.6.1Binary: Pathtracer ISPC - Model: Asian Dragon Obj2 x Xeon Platinum 8490H SNC 22 x Xeon Platinum 8375C NUMA off2 x Xeon Platinum 8375C2 x Xeon Platinum 82802 x Xeon Platinum 8272CL2 x Xeon Platinum 8272CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA offXeon Platinum 8375CEPYC 2 7R32Xeon Platinum 8280Xeon Platinum 8272CLXeon W-3275MXeon Platinum 8259CL20406080100Min: 113.96 / Avg: 116.19 / Max: 120.67Min: 82.2 / Avg: 82.32 / Max: 82.43Min: 81.86 / Avg: 81.9 / Max: 81.96Min: 58.6 / Avg: 58.69 / Max: 58.78Min: 56.46 / Avg: 56.51 / Max: 56.55Min: 56.41 / Avg: 56.46 / Max: 56.53Min: 50.97 / Avg: 50.98 / Max: 50.99Min: 50.84 / Avg: 50.86 / Max: 50.89Min: 46.09 / Avg: 46.14 / Max: 46.24Min: 45.4 / Avg: 45.43 / Max: 45.5Min: 33.01 / Avg: 33.05 / Max: 33.08Min: 31.53 / Avg: 31.57 / Max: 31.59Min: 30.31 / Avg: 30.35 / Max: 30.38Min: 28.26 / Avg: 28.29 / Max: 28.31

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 Platinum 8375C NUMA off2 x Xeon Platinum 8375C2 x Xeon Platinum 82802 x Xeon Platinum 8272CL NUMA off2 x Xeon Platinum 8272CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CLEPYC 2 7R32Xeon Platinum 8375CXeon Platinum 8280Xeon W-3275MXeon Platinum 8272CLXeon Platinum 8259CL20K40K60K80K100KSE +/- 33.58, N = 3SE +/- 1536.33, N = 3SE +/- 700.53, N = 3SE +/- 275.51, N = 3SE +/- 355.34, N = 3SE +/- 24.01, N = 3SE +/- 107.83, N = 3SE +/- 203.51, N = 3SE +/- 56.93, N = 3SE +/- 99.39, N = 3SE +/- 149.28, N = 3SE +/- 233.27, N = 3SE +/- 8.37, N = 311184710997884084784207830170955708886647556326428644032639604355991. (CC) gcc options: -m64 -lssl -lcrypto -fopenmp -lgmp -pthread -lm -lz -ldl -lcrypt -lbz2
OpenBenchmarking.orgReal C/S, More Is BetterJohn The Ripper 1.9.0-jumbo-1Test: Blowfish2 x Xeon Platinum 8375C NUMA off2 x Xeon Platinum 8375C2 x Xeon Platinum 82802 x Xeon Platinum 8272CL NUMA off2 x Xeon Platinum 8272CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CLEPYC 2 7R32Xeon Platinum 8375CXeon Platinum 8280Xeon W-3275MXeon Platinum 8272CLXeon Platinum 8259CL20K40K60K80K100KMin: 111783 / Avg: 111846.67 / Max: 111897Min: 106905 / Avg: 109977.67 / Max: 111514Min: 82930 / Avg: 84083.67 / Max: 85349Min: 77880 / Avg: 78420.33 / Max: 78784Min: 77594 / Avg: 78301 / Max: 78717Min: 70910 / Avg: 70955 / Max: 70992Min: 70675 / Avg: 70887.67 / Max: 71025Min: 66240 / Avg: 66474.67 / Max: 66880Min: 56217 / Avg: 56326 / Max: 56409Min: 42674 / Avg: 42863.67 / Max: 43010Min: 40071 / Avg: 40326.33 / Max: 40588Min: 39252 / Avg: 39603.67 / Max: 40045Min: 35584 / Avg: 35598.67 / Max: 356131. (CC) gcc options: -m64 -lssl -lcrypto -fopenmp -lgmp -pthread -lm -lz -ldl -lcrypt -lbz2

Tungsten Renderer

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

OpenBenchmarking.orgSeconds, Fewer Is BetterTungsten Renderer 0.2.2Scene: Water CausticXeon W-3275M2 x Xeon Platinum 8280Xeon Platinum 8280EPYC 2 7R32Xeon Platinum 8375C2 x Xeon Platinum 8375C2 x Xeon Platinum 8375C NUMA off2 x Xeon Platinum 8272CL NUMA off2 x Xeon Platinum 8272CLXeon Platinum 8272CL2 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA offXeon Platinum 8259CL2 x Xeon Platinum 8490H SNC 2816243240SE +/- 0.10, N = 3SE +/- 0.06, N = 3SE +/- 0.08, N = 3SE +/- 0.02, N = 3SE +/- 0.24, N = 3SE +/- 0.27, N = 3SE +/- 0.14, N = 3SE +/- 0.04, N = 3SE +/- 0.15, N = 3SE +/- 0.07, N = 3SE +/- 0.09, N = 3SE +/- 0.17, N = 3SE +/- 0.06, N = 3SE +/- 0.13, N = 321.5521.5922.0222.3223.4223.4923.6423.8223.9124.2124.5424.7825.3633.17-msse4.1 -msse4.2 -mfma -mbmi2 -mavx512f -mavx512vl -mavx512cd -mavx512dq -mavx512bw -mno-sse4a -ljpeg -lpthread-msse4.1 -msse4.2 -mfma -mbmi2 -mavx512f -mavx512vl -mavx512cd -mavx512dq -mavx512bw -mno-sse4a -lpthread-msse4.1 -msse4.2 -mfma -mbmi2 -mavx512f -mavx512vl -mavx512cd -mavx512dq -mavx512bw -mno-sse4a -lpthread-march=znver1 -msse4.1 -msse4.2 -msse4a -mfma -mbmi2 -mno-avx512f -mno-avx512vl -mno-avx512cd -mno-avx512dq -mno-avx512bw -lpthread-march=core2 -mno-sse4.1 -mno-sse4.2 -mno-sse4a -mno-fma -mno-bmi2 -mno-avx512f -mno-avx512vl -mno-avx512cd -mno-avx512dq -mno-avx512bw -lpthread-march=core2 -mno-sse4.1 -mno-sse4.2 -mno-sse4a -mno-fma -mno-bmi2 -mno-avx512f -mno-avx512vl -mno-avx512cd -mno-avx512dq -mno-avx512bw -lpthread-march=core2 -mno-sse4.1 -mno-sse4.2 -mno-sse4a -mno-fma -mno-bmi2 -mno-avx512f -mno-avx512vl -mno-avx512cd -mno-avx512dq -mno-avx512bw -lpthread-msse4.1 -msse4.2 -mfma -mbmi2 -mavx512f -mavx512vl -mavx512cd -mavx512dq -mavx512bw -mno-sse4a -lpthread-msse4.1 -msse4.2 -mfma -mbmi2 -mavx512f -mavx512vl -mavx512cd -mavx512dq -mavx512bw -mno-sse4a -lpthread-msse4.1 -msse4.2 -mfma -mbmi2 -mavx512f -mavx512vl -mavx512cd -mavx512dq -mavx512bw -mno-sse4a -lpthread-msse4.1 -msse4.2 -mfma -mbmi2 -mavx512f -mavx512vl -mavx512cd -mavx512dq -mavx512bw -mno-sse4a -lpthread-msse4.1 -msse4.2 -mfma -mbmi2 -mavx512f -mavx512vl -mavx512cd -mavx512dq -mavx512bw -mno-sse4a -lpthread-msse4.1 -msse4.2 -mfma -mbmi2 -mavx512f -mavx512vl -mavx512cd -mavx512dq -mavx512bw -mno-sse4a -lpthread-march=core2 -mno-sse4.1 -mno-sse4.2 -mno-sse4a -mno-fma -mno-bmi2 -mno-avx512f -mno-avx512vl -mno-avx512cd -mno-avx512dq -mno-avx512bw1. (CXX) g++ options: -std=c++0x -msse2 -msse3 -mssse3 -mno-avx -mno-avx2 -mno-xop -mno-fma4 -mno-avx512pf -mno-avx512er -mno-avx512ifma -mno-avx512vbmi -fstrict-aliasing -O3 -rdynamic -ldl
OpenBenchmarking.orgSeconds, Fewer Is BetterTungsten Renderer 0.2.2Scene: Water CausticXeon W-3275M2 x Xeon Platinum 8280Xeon Platinum 8280EPYC 2 7R32Xeon Platinum 8375C2 x Xeon Platinum 8375C2 x Xeon Platinum 8375C NUMA off2 x Xeon Platinum 8272CL NUMA off2 x Xeon Platinum 8272CLXeon Platinum 8272CL2 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA offXeon Platinum 8259CL2 x Xeon Platinum 8490H SNC 2714212835Min: 21.36 / Avg: 21.55 / Max: 21.66Min: 21.5 / Avg: 21.59 / Max: 21.7Min: 21.86 / Avg: 22.02 / Max: 22.13Min: 22.28 / Avg: 22.32 / Max: 22.36Min: 23.01 / Avg: 23.42 / Max: 23.83Min: 23.22 / Avg: 23.49 / Max: 24.04Min: 23.47 / Avg: 23.64 / Max: 23.91Min: 23.74 / Avg: 23.82 / Max: 23.89Min: 23.65 / Avg: 23.91 / Max: 24.17Min: 24.09 / Avg: 24.21 / Max: 24.33Min: 24.43 / Avg: 24.54 / Max: 24.73Min: 24.52 / Avg: 24.78 / Max: 25.11Min: 25.29 / Avg: 25.36 / Max: 25.48Min: 33.04 / Avg: 33.17 / Max: 33.421. (CXX) g++ options: -std=c++0x -msse2 -msse3 -mssse3 -mno-avx -mno-avx2 -mno-xop -mno-fma4 -mno-avx512pf -mno-avx512er -mno-avx512ifma -mno-avx512vbmi -fstrict-aliasing -O3 -rdynamic -ldl

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 Platinum 8375C2 x Xeon Platinum 8375C NUMA offXeon Platinum 8375C2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Platinum 8272CL2 x Xeon Platinum 8272CL NUMA off2 x Xeon Platinum 8280EPYC 2 7R32Xeon Platinum 8272CLXeon Platinum 8280Xeon Platinum 8259CLXeon W-3275M0.64511.29021.93532.58043.2255SE +/- 0.003943, N = 3SE +/- 0.007993, N = 3SE +/- 0.004282, N = 3SE +/- 0.019533, N = 3SE +/- 0.014831, N = 15SE +/- 0.014870, N = 15SE +/- 0.009266, N = 3SE +/- 0.014367, N = 15SE +/- 0.006731, N = 3SE +/- 0.005715, N = 3SE +/- 0.010722, N = 3SE +/- 0.008928, N = 3SE +/- 0.005753, N = 30.7317530.7652791.0855301.5372901.5768701.6064101.6310601.6398601.6756002.3860602.3945102.6997702.867150MIN: 0.67MIN: 0.69MIN: 1.01MIN: 1.39MIN: 1.29MIN: 1.36MIN: 1.44MIN: 1.39MIN: 1.59MIN: 2.32MIN: 2.28MIN: 2.46MIN: 2.531. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl
OpenBenchmarking.orgms, Fewer Is BetterMKL-DNN DNNL 1.1Harness: IP Batch 1D - Data Type: f322 x Xeon Platinum 8375C2 x Xeon Platinum 8375C NUMA offXeon Platinum 8375C2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Platinum 8272CL2 x Xeon Platinum 8272CL NUMA off2 x Xeon Platinum 8280EPYC 2 7R32Xeon Platinum 8272CLXeon Platinum 8280Xeon Platinum 8259CLXeon W-3275M246810Min: 0.73 / Avg: 0.73 / Max: 0.74Min: 0.76 / Avg: 0.77 / Max: 0.78Min: 1.08 / Avg: 1.09 / Max: 1.09Min: 1.51 / Avg: 1.54 / Max: 1.57Min: 1.5 / Avg: 1.58 / Max: 1.69Min: 1.5 / Avg: 1.61 / Max: 1.69Min: 1.61 / Avg: 1.63 / Max: 1.64Min: 1.54 / Avg: 1.64 / Max: 1.74Min: 1.66 / Avg: 1.68 / Max: 1.69Min: 2.37 / Avg: 2.39 / Max: 2.39Min: 2.38 / Avg: 2.39 / Max: 2.42Min: 2.68 / Avg: 2.7 / Max: 2.71Min: 2.86 / Avg: 2.87 / Max: 2.881. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl

lzbench

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

OpenBenchmarking.orgMB/s, More Is Betterlzbench 1.8Test: Crush 0 - Process: DecompressionXeon W-3275MXeon Platinum 82802 x Xeon Platinum 8280Xeon Platinum 8272CLXeon Platinum 8375C2 x Xeon Platinum 8375C NUMA off2 x Xeon Platinum 8272CL2 x Xeon Platinum 8375C2 x Xeon Platinum 8272CL NUMA offXeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CLEPYC 2 7R32110220330440550SE +/- 0.33, N = 3SE +/- 0.58, N = 3SE +/- 0.33, N = 3SE +/- 0.33, N = 3SE +/- 0.67, N = 35094404284274224164154134124043963943801. (CXX) g++ options: -pthread -fomit-frame-pointer -fstrict-aliasing -ffast-math -O3
OpenBenchmarking.orgMB/s, More Is Betterlzbench 1.8Test: Crush 0 - Process: DecompressionXeon W-3275MXeon Platinum 82802 x Xeon Platinum 8280Xeon Platinum 8272CLXeon Platinum 8375C2 x Xeon Platinum 8375C NUMA off2 x Xeon Platinum 8272CL2 x Xeon Platinum 8375C2 x Xeon Platinum 8272CL NUMA offXeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CLEPYC 2 7R3290180270360450Min: 428 / Avg: 428.33 / Max: 429Min: 426 / Avg: 427 / Max: 428Min: 421 / Avg: 421.67 / Max: 422Min: 415 / Avg: 415.33 / Max: 416Min: 411 / Avg: 411.67 / Max: 4131. (CXX) g++ options: -pthread -fomit-frame-pointer -fstrict-aliasing -ffast-math -O3

OpenBenchmarking.orgMB/s, More Is Betterlzbench 1.8Test: Crush 0 - Process: CompressionXeon Platinum 8375C2 x Xeon Platinum 8375C NUMA offXeon W-3275M2 x Xeon Platinum 8375CXeon Platinum 8280Xeon Platinum 8272CL2 x Xeon Platinum 82802 x Xeon Platinum 8272CL2 x Xeon Platinum 8272CL NUMA offXeon Platinum 8259CL2 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA offEPYC 2 7R3220406080100SE +/- 1.00, N = 3SE +/- 1.00, N = 3SE +/- 0.33, N = 3SE +/- 0.33, N = 3SE +/- 0.33, N = 3SE +/- 0.33, N = 3SE +/- 0.58, N = 311110910910610197969393918886811. (CXX) g++ options: -pthread -fomit-frame-pointer -fstrict-aliasing -ffast-math -O3
OpenBenchmarking.orgMB/s, More Is Betterlzbench 1.8Test: Crush 0 - Process: CompressionXeon Platinum 8375C2 x Xeon Platinum 8375C NUMA offXeon W-3275M2 x Xeon Platinum 8375CXeon Platinum 8280Xeon Platinum 8272CL2 x Xeon Platinum 82802 x Xeon Platinum 8272CL2 x Xeon Platinum 8272CL NUMA offXeon Platinum 8259CL2 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA offEPYC 2 7R3220406080100Min: 108 / Avg: 109 / Max: 111Min: 108 / Avg: 109 / Max: 111Min: 106 / Avg: 106.33 / Max: 107Min: 100 / Avg: 100.67 / Max: 101Min: 93 / Avg: 93.33 / Max: 94Min: 87 / Avg: 87.67 / Max: 88Min: 80 / Avg: 81 / Max: 821. (CXX) g++ options: -pthread -fomit-frame-pointer -fstrict-aliasing -ffast-math -O3

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 Platinum 8490H SNC 22 x Xeon Platinum 8375C2 x Xeon Platinum 8375C NUMA off2 x Xeon Platinum 8272CL NUMA off2 x Xeon Platinum 8272CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Platinum 8280Xeon Platinum 8375CEPYC 2 7R32Xeon W-3275MXeon Platinum 8272CLXeon Platinum 8259CLXeon Platinum 828014M28M42M56M70MSE +/- 1094021.99, N = 3SE +/- 285425.17, N = 3SE +/- 568664.40, N = 3SE +/- 199886.33, N = 3SE +/- 90521.14, N = 3SE +/- 105849.64, N = 3SE +/- 80057.86, N = 3SE +/- 66348.18, N = 3SE +/- 216886.06, N = 3SE +/- 40509.97, N = 3SE +/- 59477.15, N = 3SE +/- 60171.59, N = 3SE +/- 30074.61, N = 3SE +/- 33688.94, N = 367353263.7450148418.0049151696.0636872935.1436807805.9332444647.4331988149.2531821690.5524658155.9620348261.0320246604.6219096342.6516759832.2616653864.77MIN: 19789 / MAX: 161647768-pthread - MIN: 12462 / MAX: 134417572-pthread - MIN: 9132 / MAX: 132488506-pthread - MIN: 5799 / MAX: 95284327-pthread - MIN: 9236 / MAX: 94667517-pthread - MIN: 5770 / MAX: 85492119-pthread - MIN: 9163 / MAX: 84595469-pthread - MIN: 9950 / MAX: 90956260-pthread - MIN: 6906 / MAX: 64523629-pthread - MIN: 6272 / MAX: 47546902-pthread - MIN: 5167 / MAX: 521083361. (CXX) g++ options: -O0 -pedantic -fopenmp -lmpi_cxx -lmpi
OpenBenchmarking.orgAverage Msg/sec, More Is BetterIntel MPI Benchmarks 2019.3Test: IMB-P2P PingPong2 x Xeon Platinum 8490H SNC 22 x Xeon Platinum 8375C2 x Xeon Platinum 8375C NUMA off2 x Xeon Platinum 8272CL NUMA off2 x Xeon Platinum 8272CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Platinum 8280Xeon Platinum 8375CEPYC 2 7R32Xeon W-3275MXeon Platinum 8272CLXeon Platinum 8259CLXeon Platinum 828012M24M36M48M60MMin: 65182282.92 / Avg: 67353263.74 / Max: 68674940.67Min: 49677803.22 / Avg: 50148418 / Max: 50663535.83Min: 48069858.17 / Avg: 49151696.06 / Max: 49996519.09Min: 36475997.22 / Avg: 36872935.14 / Max: 37112560.43Min: 36686811.87 / Avg: 36807805.93 / Max: 36984932.96Min: 32299174.48 / Avg: 32444647.43 / Max: 32650577.96Min: 31874237.74 / Avg: 31988149.25 / Max: 32142551.96Min: 31689288.78 / Avg: 31821690.55 / Max: 31895544.61Min: 24374201.17 / Avg: 24658155.96 / Max: 25084115.65Min: 20267510.13 / Avg: 20348261.03 / Max: 20394349.91Min: 20138852.35 / Avg: 20246604.62 / Max: 20344123.39Min: 18986485.65 / Avg: 19096342.65 / Max: 19193820.43Min: 16699690.26 / Avg: 16759832.26 / Max: 16790710.26Min: 16603340.48 / Avg: 16653864.77 / Max: 16717731.391. (CXX) g++ options: -O0 -pedantic -fopenmp -lmpi_cxx -lmpi

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 Platinum 8490H SNC 22 x Xeon Platinum 8375C2 x Xeon Platinum 8375C NUMA offEPYC 2 7R322 x Xeon Platinum 82802 x Xeon Platinum 8272CL NUMA off2 x Xeon Platinum 8272CL2 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA offXeon Platinum 8375CXeon W-3275MXeon Platinum 8280Xeon Platinum 8272CLXeon Platinum 8259CL816243240SE +/- 0.13, N = 8SE +/- 0.05, N = 3SE +/- 0.26, N = 3SE +/- 0.06, N = 3SE +/- 0.02, N = 3SE +/- 0.02, N = 3SE +/- 0.25, N = 6SE +/- 0.08, N = 3SE +/- 0.02, N = 3SE +/- 0.06, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.09, N = 3SE +/- 0.02, N = 312.8516.9217.3419.1919.8921.1221.4023.0923.1526.6030.6330.6932.2035.981. (CXX) g++ options: -std=c++11 -fvisibility=hidden -fPIC -fno-strict-aliasing -O3 -rdynamic -lm -lpthread
OpenBenchmarking.orgSeconds, Fewer Is BetterBasis Universal 1.12Settings: UASTC Level 32 x Xeon Platinum 8490H SNC 22 x Xeon Platinum 8375C2 x Xeon Platinum 8375C NUMA offEPYC 2 7R322 x Xeon Platinum 82802 x Xeon Platinum 8272CL NUMA off2 x Xeon Platinum 8272CL2 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA offXeon Platinum 8375CXeon W-3275MXeon Platinum 8280Xeon Platinum 8272CLXeon Platinum 8259CL816243240Min: 12.56 / Avg: 12.85 / Max: 13.76Min: 16.84 / Avg: 16.91 / Max: 17.01Min: 17.08 / Avg: 17.34 / Max: 17.86Min: 19.13 / Avg: 19.19 / Max: 19.31Min: 19.85 / Avg: 19.89 / Max: 19.91Min: 21.09 / Avg: 21.12 / Max: 21.15Min: 20.89 / Avg: 21.4 / Max: 22.42Min: 22.95 / Avg: 23.09 / Max: 23.24Min: 23.12 / Avg: 23.15 / Max: 23.18Min: 26.52 / Avg: 26.6 / Max: 26.72Min: 30.62 / Avg: 30.63 / Max: 30.65Min: 30.67 / Avg: 30.69 / Max: 30.71Min: 32.1 / Avg: 32.2 / Max: 32.37Min: 35.94 / Avg: 35.98 / Max: 36.011. (CXX) g++ options: -std=c++11 -fvisibility=hidden -fPIC -fno-strict-aliasing -O3 -rdynamic -lm -lpthread

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 DottyEPYC 2 7R32Xeon Platinum 82802 x Xeon Platinum 8280Xeon Platinum 8272CL2 x Xeon Platinum 8272CLXeon W-3275MXeon Platinum 8259CL2 x Xeon Platinum 8259CL2 x Xeon Platinum 8272CL NUMA off2 x Xeon Platinum 8259CL NUMA offXeon Platinum 8375C2 x Xeon Platinum 8375C NUMA off2 x Xeon Platinum 8375C2 x Xeon Platinum 8490H SNC 23K6K9K12K15KSE +/- 29.54, N = 5SE +/- 19.31, N = 5SE +/- 56.89, N = 13SE +/- 26.00, N = 5SE +/- 29.10, N = 5SE +/- 31.93, N = 5SE +/- 35.89, N = 5SE +/- 20.56, N = 5SE +/- 75.43, N = 8SE +/- 54.97, N = 5SE +/- 89.20, N = 5SE +/- 117.56, N = 25SE +/- 114.80, N = 25SE +/- 70.46, N = 56577.346664.256890.616900.196956.906970.907200.757256.927347.087566.348999.779170.229329.4312164.53
OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.10.0Test: Scala DottyEPYC 2 7R32Xeon Platinum 82802 x Xeon Platinum 8280Xeon Platinum 8272CL2 x Xeon Platinum 8272CLXeon W-3275MXeon Platinum 8259CL2 x Xeon Platinum 8259CL2 x Xeon Platinum 8272CL NUMA off2 x Xeon Platinum 8259CL NUMA offXeon Platinum 8375C2 x Xeon Platinum 8375C NUMA off2 x Xeon Platinum 8375C2 x Xeon Platinum 8490H SNC 22K4K6K8K10KMin: 6535.3 / Avg: 6577.34 / Max: 6691.79Min: 6625.19 / Avg: 6664.25 / Max: 6730.91Min: 6633.44 / Avg: 6890.61 / Max: 7222.02Min: 6804.7 / Avg: 6900.19 / Max: 6947.99Min: 6897.77 / Avg: 6956.9 / Max: 7067.41Min: 6856.98 / Avg: 6970.9 / Max: 7034.61Min: 7071.14 / Avg: 7200.75 / Max: 7290.46Min: 7179.99 / Avg: 7256.92 / Max: 7299.88Min: 7219.92 / Avg: 7347.08 / Max: 7867.21Min: 7430.71 / Avg: 7566.34 / Max: 7748.52Min: 8725.95 / Avg: 8999.77 / Max: 9230.82Min: 7943.15 / Avg: 9170.21 / Max: 10062.61Min: 7953.73 / Avg: 9329.43 / Max: 10245.75Min: 12002.58 / Avg: 12164.53 / Max: 12369.69

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 Platinum 8375C2 x Xeon Platinum 8375C NUMA off2 x Xeon Platinum 82802 x Xeon Platinum 8259CLEPYC 2 7R32Xeon Platinum 8375C2 x Xeon Platinum 8259CL NUMA offXeon Platinum 8280Xeon W-3275MXeon Platinum 8259CL40K80K120K160K200KSE +/- 2597.03, N = 15SE +/- 1042.35, N = 3SE +/- 188.25, N = 3SE +/- 55.32, N = 3SE +/- 139.53, N = 3SE +/- 630.50, N = 3SE +/- 32.58, N = 3SE +/- 82.95, N = 3SE +/- 35.10, N = 3SE +/- 7.82, N = 3177387.18152798.56140090.32120961.9199821.8997414.0794642.9974255.6769606.8465522.461. (F9X) gfortran options: -O3 -march=native -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi2. 2 x Xeon Platinum 8375C: Open MPI 3.1.33. 2 x Xeon Platinum 8375C NUMA off: Open MPI 3.1.34. 2 x Xeon Platinum 8280: Open MPI 4.0.3rc45. 2 x Xeon Platinum 8259CL: Open MPI 3.1.36. EPYC 2 7R32: Open MPI 3.1.37. Xeon Platinum 8375C: Open MPI 3.1.38. 2 x Xeon Platinum 8259CL NUMA off: Open MPI 3.1.39. Xeon Platinum 8280: Open MPI 4.0.3rc410. Xeon W-3275M: Open MPI 3.1.311. Xeon Platinum 8259CL: Open MPI 3.1.3
OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: LU.C2 x Xeon Platinum 8375C2 x Xeon Platinum 8375C NUMA off2 x Xeon Platinum 82802 x Xeon Platinum 8259CLEPYC 2 7R32Xeon Platinum 8375C2 x Xeon Platinum 8259CL NUMA offXeon Platinum 8280Xeon W-3275MXeon Platinum 8259CL30K60K90K120K150KMin: 159227 / Avg: 177387.18 / Max: 184990.07Min: 150723.11 / Avg: 152798.56 / Max: 154006.13Min: 139782.23 / Avg: 140090.32 / Max: 140431.78Min: 120853.03 / Avg: 120961.91 / Max: 121033.42Min: 99545.48 / Avg: 99821.89 / Max: 99993.33Min: 96405.75 / Avg: 97414.07 / Max: 98574.02Min: 94578.17 / Avg: 94642.99 / Max: 94681.05Min: 74132.61 / Avg: 74255.67 / Max: 74413.56Min: 69537.04 / Avg: 69606.84 / Max: 69648.18Min: 65509.33 / Avg: 65522.46 / Max: 65536.371. (F9X) gfortran options: -O3 -march=native -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi2. 2 x Xeon Platinum 8375C: Open MPI 3.1.33. 2 x Xeon Platinum 8375C NUMA off: Open MPI 3.1.34. 2 x Xeon Platinum 8280: Open MPI 4.0.3rc45. 2 x Xeon Platinum 8259CL: Open MPI 3.1.36. EPYC 2 7R32: Open MPI 3.1.37. Xeon Platinum 8375C: Open MPI 3.1.38. 2 x Xeon Platinum 8259CL NUMA off: Open MPI 3.1.39. Xeon Platinum 8280: Open MPI 4.0.3rc410. Xeon W-3275M: Open MPI 3.1.311. Xeon Platinum 8259CL: Open MPI 3.1.3

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 Platinum 8490H SNC 2Xeon W-3275MXeon Platinum 8375C2 x Xeon Platinum 8375C NUMA off2 x Xeon Platinum 8375C2 x Xeon Platinum 8280Xeon Platinum 82802 x Xeon Platinum 8272CL NUMA off2 x Xeon Platinum 8272CLXeon Platinum 8272CLEPYC 2 7R32Xeon Platinum 8259CL2 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA off30060090012001500SE +/- 3.18, N = 3SE +/- 1.45, N = 3SE +/- 3.21, N = 3SE +/- 1.45, N = 3SE +/- 1.86, N = 3SE +/- 1.00, N = 3SE +/- 1.15, N = 3SE +/- 0.58, N = 3SE +/- 0.58, N = 3SE +/- 2.33, N = 3SE +/- 3.18, N = 3SE +/- 0.67, N = 3SE +/- 1.00, N = 3SE +/- 1.33, N = 3774951978979980107310761182118211841226125012521253
OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyBench 2018-02-16Total For Average Test Times2 x Xeon Platinum 8490H SNC 2Xeon W-3275MXeon Platinum 8375C2 x Xeon Platinum 8375C NUMA off2 x Xeon Platinum 8375C2 x Xeon Platinum 8280Xeon Platinum 82802 x Xeon Platinum 8272CL NUMA off2 x Xeon Platinum 8272CLXeon Platinum 8272CLEPYC 2 7R32Xeon Platinum 8259CL2 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA off2004006008001000Min: 769 / Avg: 774.33 / Max: 780Min: 949 / Avg: 951.33 / Max: 954Min: 973 / Avg: 978 / Max: 984Min: 977 / Avg: 979.33 / Max: 982Min: 978 / Avg: 980.33 / Max: 984Min: 1072 / Avg: 1073 / Max: 1075Min: 1074 / Avg: 1076 / Max: 1078Min: 1181 / Avg: 1182 / Max: 1183Min: 1181 / Avg: 1182 / Max: 1183Min: 1180 / Avg: 1184.33 / Max: 1188Min: 1220 / Avg: 1225.67 / Max: 1231Min: 1249 / Avg: 1249.67 / Max: 1251Min: 1251 / Avg: 1252 / Max: 1254Min: 1250 / Avg: 1252.67 / Max: 1254

lzbench

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

OpenBenchmarking.orgMB/s, More Is Betterlzbench 1.8Test: Zstd 8 - Process: DecompressionXeon Platinum 8375C2 x Xeon Platinum 8375CXeon W-3275M2 x Xeon Platinum 8375C NUMA offEPYC 2 7R32Xeon Platinum 8280Xeon Platinum 8272CL2 x Xeon Platinum 8280Xeon Platinum 8259CL2 x Xeon Platinum 8272CL2 x Xeon Platinum 8272CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA off30060090012001500SE +/- 0.58, N = 3SE +/- 1.45, N = 3SE +/- 0.58, N = 3SE +/- 0.88, N = 3SE +/- 1.53, N = 3SE +/- 0.67, N = 3SE +/- 1.00, N = 3SE +/- 1.53, N = 3SE +/- 11.50, N = 31412132012981291126612241145112410891058102210119661. (CXX) g++ options: -pthread -fomit-frame-pointer -fstrict-aliasing -ffast-math -O3
OpenBenchmarking.orgMB/s, More Is Betterlzbench 1.8Test: Zstd 8 - Process: DecompressionXeon Platinum 8375C2 x Xeon Platinum 8375CXeon W-3275M2 x Xeon Platinum 8375C NUMA offEPYC 2 7R32Xeon Platinum 8280Xeon Platinum 8272CL2 x Xeon Platinum 8280Xeon Platinum 8259CL2 x Xeon Platinum 8272CL2 x Xeon Platinum 8272CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA off2004006008001000Min: 1411 / Avg: 1412 / Max: 1413Min: 1296 / Avg: 1298.33 / Max: 1301Min: 1223 / Avg: 1224 / Max: 1225Min: 1144 / Avg: 1145.33 / Max: 1147Min: 1122 / Avg: 1124 / Max: 1127Min: 1088 / Avg: 1089.33 / Max: 1090Min: 1021 / Avg: 1022 / Max: 1024Min: 1009 / Avg: 1011 / Max: 1014Min: 943 / Avg: 966 / Max: 9781. (CXX) g++ options: -pthread -fomit-frame-pointer -fstrict-aliasing -ffast-math -O3

OpenBenchmarking.orgMB/s, More Is Betterlzbench 1.8Test: Zstd 8 - Process: CompressionXeon Platinum 8375C2 x Xeon Platinum 8375C NUMA off2 x Xeon Platinum 8375CXeon W-3275MEPYC 2 7R32Xeon Platinum 82802 x Xeon Platinum 8280Xeon Platinum 8272CL2 x Xeon Platinum 8272CL NUMA off2 x Xeon Platinum 8272CL2 x Xeon Platinum 8259CL NUMA offXeon Platinum 8259CL2 x Xeon Platinum 8259CL20406080100898886848377757574737171691. (CXX) g++ options: -pthread -fomit-frame-pointer -fstrict-aliasing -ffast-math -O3

OpenBenchmarking.orgMB/s, More Is Betterlzbench 1.8Test: Brotli 2 - Process: DecompressionXeon W-3275MXeon Platinum 8280Xeon Platinum 8375C2 x Xeon Platinum 8280Xeon Platinum 8272CL2 x Xeon Platinum 8375C NUMA off2 x Xeon Platinum 8375CXeon Platinum 8259CL2 x Xeon Platinum 8272CL2 x Xeon Platinum 8272CL NUMA offEPYC 2 7R322 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA off160320480640800SE +/- 1.45, N = 3SE +/- 0.67, N = 3SE +/- 3.18, N = 3SE +/- 1.33, N = 3SE +/- 0.58, N = 3SE +/- 5.55, N = 3SE +/- 1.00, N = 3SE +/- 0.88, N = 3SE +/- 0.33, N = 3SE +/- 0.33, N = 37216736246236196176005875805715645515431. (CXX) g++ options: -pthread -fomit-frame-pointer -fstrict-aliasing -ffast-math -O3
OpenBenchmarking.orgMB/s, More Is Betterlzbench 1.8Test: Brotli 2 - Process: DecompressionXeon W-3275MXeon Platinum 8280Xeon Platinum 8375C2 x Xeon Platinum 8280Xeon Platinum 8272CL2 x Xeon Platinum 8375C NUMA off2 x Xeon Platinum 8375CXeon Platinum 8259CL2 x Xeon Platinum 8272CL2 x Xeon Platinum 8272CL NUMA offEPYC 2 7R322 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA off130260390520650Min: 719 / Avg: 721.33 / Max: 724Min: 672 / Avg: 673.33 / Max: 674Min: 620 / Avg: 623.67 / Max: 630Min: 620 / Avg: 622.67 / Max: 624Min: 618 / Avg: 619 / Max: 620Min: 608 / Avg: 616.67 / Max: 627Min: 599 / Avg: 600 / Max: 602Min: 562 / Avg: 563.67 / Max: 565Min: 550 / Avg: 550.67 / Max: 551Min: 543 / Avg: 543.33 / Max: 5441. (CXX) g++ options: -pthread -fomit-frame-pointer -fstrict-aliasing -ffast-math -O3

OpenBenchmarking.orgMB/s, More Is Betterlzbench 1.8Test: Brotli 2 - Process: CompressionXeon W-3275MXeon Platinum 8375C2 x Xeon Platinum 8375C NUMA offXeon Platinum 82802 x Xeon Platinum 8375C2 x Xeon Platinum 82802 x Xeon Platinum 8272CL NUMA offXeon Platinum 8272CL2 x Xeon Platinum 8272CLEPYC 2 7R32Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL4080120160200SE +/- 0.33, N = 3SE +/- 1.20, N = 3SE +/- 0.67, N = 3SE +/- 0.33, N = 3SE +/- 1.33, N = 31961841831811781761681681661651601591571. (CXX) g++ options: -pthread -fomit-frame-pointer -fstrict-aliasing -ffast-math -O3
OpenBenchmarking.orgMB/s, More Is Betterlzbench 1.8Test: Brotli 2 - Process: CompressionXeon W-3275MXeon Platinum 8375C2 x Xeon Platinum 8375C NUMA offXeon Platinum 82802 x Xeon Platinum 8375C2 x Xeon Platinum 82802 x Xeon Platinum 8272CL NUMA offXeon Platinum 8272CL2 x Xeon Platinum 8272CLEPYC 2 7R32Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL4080120160200Min: 196 / Avg: 196.33 / Max: 197Min: 166 / Avg: 168.33 / Max: 170Min: 164 / Avg: 165.33 / Max: 166Min: 160 / Avg: 160.33 / Max: 161Min: 154 / Avg: 156.67 / Max: 1581. (CXX) g++ options: -pthread -fomit-frame-pointer -fstrict-aliasing -ffast-math -O3

OpenBenchmarking.orgMB/s, More Is Betterlzbench 1.8Test: Zstd 1 - Process: DecompressionXeon Platinum 8375CXeon W-3275M2 x Xeon Platinum 8375C NUMA off2 x Xeon Platinum 8375CXeon Platinum 82802 x Xeon Platinum 8280EPYC 2 7R32Xeon Platinum 8272CL2 x Xeon Platinum 8272CL2 x Xeon Platinum 8272CL NUMA offXeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL30060090012001500SE +/- 0.58, N = 3SE +/- 2.65, N = 3SE +/- 0.67, N = 3SE +/- 1.53, N = 3SE +/- 2.00, N = 3SE +/- 5.03, N = 3SE +/- 6.01, N = 3SE +/- 0.67, N = 3SE +/- 0.67, N = 313211299127112581212116811481122108810781061103210271. (CXX) g++ options: -pthread -fomit-frame-pointer -fstrict-aliasing -ffast-math -O3
OpenBenchmarking.orgMB/s, More Is Betterlzbench 1.8Test: Zstd 1 - Process: DecompressionXeon Platinum 8375CXeon W-3275M2 x Xeon Platinum 8375C NUMA off2 x Xeon Platinum 8375CXeon Platinum 82802 x Xeon Platinum 8280EPYC 2 7R32Xeon Platinum 8272CL2 x Xeon Platinum 8272CL2 x Xeon Platinum 8272CL NUMA offXeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL2004006008001000Min: 1320 / Avg: 1321 / Max: 1322Min: 1294 / Avg: 1299 / Max: 1303Min: 1270 / Avg: 1270.67 / Max: 1272Min: 1255 / Avg: 1258 / Max: 1260Min: 1164 / Avg: 1168 / Max: 1170Min: 1082 / Avg: 1088 / Max: 1098Min: 1070 / Avg: 1078.33 / Max: 1090Min: 1031 / Avg: 1032.33 / Max: 1033Min: 1026 / Avg: 1027.33 / Max: 10281. (CXX) g++ options: -pthread -fomit-frame-pointer -fstrict-aliasing -ffast-math -O3

OpenBenchmarking.orgMB/s, More Is Betterlzbench 1.8Test: Zstd 1 - Process: CompressionXeon W-3275MXeon Platinum 8375C2 x Xeon Platinum 8375C NUMA offXeon Platinum 82802 x Xeon Platinum 8375C2 x Xeon Platinum 82802 x Xeon Platinum 8272CL NUMA offXeon Platinum 8272CL2 x Xeon Platinum 8272CLEPYC 2 7R32Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL110220330440550SE +/- 1.00, N = 3SE +/- 0.33, N = 3SE +/- 0.58, N = 3SE +/- 0.33, N = 3SE +/- 2.19, N = 3SE +/- 1.00, N = 3SE +/- 0.33, N = 3SE +/- 2.33, N = 3SE +/- 2.33, N = 35084644614574534494304304234184104073991. (CXX) g++ options: -pthread -fomit-frame-pointer -fstrict-aliasing -ffast-math -O3
OpenBenchmarking.orgMB/s, More Is Betterlzbench 1.8Test: Zstd 1 - Process: CompressionXeon W-3275MXeon Platinum 8375C2 x Xeon Platinum 8375C NUMA offXeon Platinum 82802 x Xeon Platinum 8375C2 x Xeon Platinum 82802 x Xeon Platinum 8272CL NUMA offXeon Platinum 8272CL2 x Xeon Platinum 8272CLEPYC 2 7R32Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL90180270360450Min: 506 / Avg: 508 / Max: 509Min: 461 / Avg: 461.33 / Max: 462Min: 456 / Avg: 457 / Max: 458Min: 452 / Avg: 452.67 / Max: 453Min: 426 / Avg: 430.33 / Max: 433Min: 421 / Avg: 423 / Max: 424Min: 409 / Avg: 409.67 / Max: 410Min: 402 / Avg: 406.67 / Max: 409Min: 394 / Avg: 398.67 / Max: 4011. (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 Platinum 8490H SNC 2EPYC 2 7R32Xeon W-3275MXeon Platinum 8375C2 x Xeon Platinum 8375CXeon Platinum 82802 x Xeon Platinum 82802 x Xeon Platinum 8375C NUMA offXeon Platinum 8272CL2 x Xeon Platinum 8272CLXeon Platinum 8259CL2 x Xeon Platinum 8259CL2 x Xeon Platinum 8272CL NUMA off2 x Xeon Platinum 8259CL NUMA off510152025SE +/- 0.10, N = 3SE +/- 0.09, N = 3SE +/- 0.19, N = 3SE +/- 0.02, N = 3SE +/- 0.04, N = 3SE +/- 0.07, N = 3SE +/- 0.09, N = 3SE +/- 0.07, N = 3SE +/- 0.04, N = 3SE +/- 0.11, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.05, N = 3SE +/- 0.03, N = 310.2615.1615.7817.0517.0817.1917.1917.5417.8317.9418.6718.7619.0519.62
OpenBenchmarking.orgSeconds, Fewer Is BetterMlpack BenchmarkBenchmark: scikit_svm2 x Xeon Platinum 8490H SNC 2EPYC 2 7R32Xeon W-3275MXeon Platinum 8375C2 x Xeon Platinum 8375CXeon Platinum 82802 x Xeon Platinum 82802 x Xeon Platinum 8375C NUMA offXeon Platinum 8272CL2 x Xeon Platinum 8272CLXeon Platinum 8259CL2 x Xeon Platinum 8259CL2 x Xeon Platinum 8272CL NUMA off2 x Xeon Platinum 8259CL NUMA off510152025Min: 10.06 / Avg: 10.26 / Max: 10.38Min: 14.98 / Avg: 15.16 / Max: 15.26Min: 15.39 / Avg: 15.78 / Max: 15.97Min: 17.03 / Avg: 17.05 / Max: 17.08Min: 17 / Avg: 17.08 / Max: 17.13Min: 17.05 / Avg: 17.19 / Max: 17.3Min: 17.05 / Avg: 17.19 / Max: 17.36Min: 17.47 / Avg: 17.54 / Max: 17.68Min: 17.75 / Avg: 17.83 / Max: 17.88Min: 17.82 / Avg: 17.94 / Max: 18.16Min: 18.64 / Avg: 18.67 / Max: 18.73Min: 18.71 / Avg: 18.76 / Max: 18.82Min: 18.96 / Avg: 19.05 / Max: 19.14Min: 19.57 / Avg: 19.62 / Max: 19.65

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: u8s8f322 x Xeon Platinum 8375CXeon Platinum 8375C2 x Xeon Platinum 8375C NUMA off2 x Xeon Platinum 8272CL NUMA off2 x Xeon Platinum 8272CL2 x Xeon Platinum 8259CL NUMA offXeon Platinum 82802 x Xeon Platinum 8259CLXeon Platinum 8272CL2 x Xeon Platinum 8280Xeon Platinum 8259CLXeon W-3275MEPYC 2 7R322004006008001000SE +/- 0.002925, N = 3SE +/- 0.000218, N = 3SE +/- 0.001434, N = 3SE +/- 0.002279, N = 3SE +/- 0.001261, N = 3SE +/- 0.001016, N = 3SE +/- 0.000361, N = 3SE +/- 0.000864, N = 3SE +/- 0.000242, N = 3SE +/- 0.006813, N = 3SE +/- 0.000985, N = 3SE +/- 0.001267, N = 3SE +/- 4.136428, N = 30.2994730.3010070.3063090.3364260.3517190.3614140.3710360.3762220.3782290.3944550.4156140.4584221131.130000MIN: 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: u8s8f322 x Xeon Platinum 8375CXeon Platinum 8375C2 x Xeon Platinum 8375C NUMA off2 x Xeon Platinum 8272CL NUMA off2 x Xeon Platinum 8272CL2 x Xeon Platinum 8259CL NUMA offXeon Platinum 82802 x Xeon Platinum 8259CLXeon Platinum 8272CL2 x Xeon Platinum 8280Xeon Platinum 8259CLXeon W-3275MEPYC 2 7R322004006008001000Min: 0.29 / Avg: 0.3 / Max: 0.3Min: 0.3 / Avg: 0.3 / Max: 0.3Min: 0.3 / Avg: 0.31 / Max: 0.31Min: 0.33 / Avg: 0.34 / Max: 0.34Min: 0.35 / Avg: 0.35 / Max: 0.35Min: 0.36 / Avg: 0.36 / Max: 0.36Min: 0.37 / Avg: 0.37 / Max: 0.37Min: 0.37 / Avg: 0.38 / Max: 0.38Min: 0.38 / Avg: 0.38 / Max: 0.38Min: 0.38 / Avg: 0.39 / Max: 0.41Min: 0.41 / Avg: 0.42 / Max: 0.42Min: 0.46 / Avg: 0.46 / Max: 0.46Min: 1123.68 / Avg: 1131.13 / Max: 1137.971. (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 Platinum 8375C NUMA off2 x Xeon Platinum 8375C2 x Xeon Platinum 8272CL NUMA off2 x Xeon Platinum 8272CL2 x Xeon Platinum 82802 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CLXeon Platinum 8375CXeon Platinum 8280Xeon Platinum 8272CLXeon W-3275MXeon Platinum 8259CL246810SE +/- 0.00390, N = 3SE +/- 0.00343, N = 3SE +/- 0.00220, N = 3SE +/- 0.00409, N = 3SE +/- 0.00661, N = 3SE +/- 0.00151, N = 3SE +/- 0.00489, N = 3SE +/- 0.00112, N = 3SE +/- 0.00167, N = 3SE +/- 0.00188, N = 3SE +/- 0.03740, N = 3SE +/- 0.02376, N = 32.914953.077973.950673.983934.068474.465234.490394.978886.553746.597787.615957.98292MIN: 2.81MIN: 2.81MIN: 3.81MIN: 3.85MIN: 3.93MIN: 4.38MIN: 4.4MIN: 4.92MIN: 6.5MIN: 6.49MIN: 6.95MIN: 7.921. (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 Platinum 8375C NUMA off2 x Xeon Platinum 8375C2 x Xeon Platinum 8272CL NUMA off2 x Xeon Platinum 8272CL2 x Xeon Platinum 82802 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CLXeon Platinum 8375CXeon Platinum 8280Xeon Platinum 8272CLXeon W-3275MXeon Platinum 8259CL3691215Min: 2.91 / Avg: 2.91 / Max: 2.92Min: 3.07 / Avg: 3.08 / Max: 3.08Min: 3.95 / Avg: 3.95 / Max: 3.95Min: 3.98 / Avg: 3.98 / Max: 3.99Min: 4.06 / Avg: 4.07 / Max: 4.08Min: 4.46 / Avg: 4.47 / Max: 4.47Min: 4.48 / Avg: 4.49 / Max: 4.5Min: 4.98 / Avg: 4.98 / Max: 4.98Min: 6.55 / Avg: 6.55 / Max: 6.56Min: 6.6 / Avg: 6.6 / Max: 6.6Min: 7.54 / Avg: 7.62 / Max: 7.66Min: 7.95 / Avg: 7.98 / Max: 8.031. (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: f322 x Xeon Platinum 8375C2 x Xeon Platinum 8375C NUMA off2 x Xeon Platinum 8259CL NUMA offXeon Platinum 8375C2 x Xeon Platinum 82802 x Xeon Platinum 8259CL2 x Xeon Platinum 8272CL NUMA off2 x Xeon Platinum 8272CLXeon Platinum 8280Xeon Platinum 8272CLXeon Platinum 8259CLXeon W-3275MEPYC 2 7R320.50071.00141.50212.00282.5035SE +/- 0.00528, N = 3SE +/- 0.00453, N = 3SE +/- 0.00066, N = 3SE +/- 0.00061, N = 3SE +/- 0.00318, N = 3SE +/- 0.00693, N = 3SE +/- 0.00291, N = 3SE +/- 0.00122, N = 3SE +/- 0.00157, N = 3SE +/- 0.00121, N = 3SE +/- 0.00097, N = 3SE +/- 0.01273, N = 3SE +/- 0.01972, N = 31.018901.031151.225891.240011.240291.257951.303951.344111.462321.470841.639281.745152.22540MIN: 0.96MIN: 0.98MIN: 1.18MIN: 1.2MIN: 1.17MIN: 1.2MIN: 1.2MIN: 1.23MIN: 1.44MIN: 1.43MIN: 1.61MIN: 1.55MIN: 2.111. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl
OpenBenchmarking.orgms, Fewer Is BetterMKL-DNN DNNL 1.1Harness: Deconvolution Batch deconv_1d - Data Type: f322 x Xeon Platinum 8375C2 x Xeon Platinum 8375C NUMA off2 x Xeon Platinum 8259CL NUMA offXeon Platinum 8375C2 x Xeon Platinum 82802 x Xeon Platinum 8259CL2 x Xeon Platinum 8272CL NUMA off2 x Xeon Platinum 8272CLXeon Platinum 8280Xeon Platinum 8272CLXeon Platinum 8259CLXeon W-3275MEPYC 2 7R32246810Min: 1.01 / Avg: 1.02 / Max: 1.03Min: 1.03 / Avg: 1.03 / Max: 1.04Min: 1.22 / Avg: 1.23 / Max: 1.23Min: 1.24 / Avg: 1.24 / Max: 1.24Min: 1.23 / Avg: 1.24 / Max: 1.25Min: 1.25 / Avg: 1.26 / Max: 1.27Min: 1.3 / Avg: 1.3 / Max: 1.31Min: 1.34 / Avg: 1.34 / Max: 1.35Min: 1.46 / Avg: 1.46 / Max: 1.47Min: 1.47 / Avg: 1.47 / Max: 1.47Min: 1.64 / Avg: 1.64 / Max: 1.64Min: 1.73 / Avg: 1.75 / Max: 1.77Min: 2.19 / Avg: 2.23 / Max: 2.261. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl

OSPray

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

OpenBenchmarking.orgFPS, More Is BetterOSPray 1.8.5Demo: NASA Streamlines - Renderer: SciVis2 x Xeon Platinum 8375C2 x Xeon Platinum 8375C NUMA off2 x Xeon Platinum 8490H SNC 22 x Xeon Platinum 82802 x Xeon Platinum 8272CL2 x Xeon Platinum 8272CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA offEPYC 2 7R32Xeon Platinum 8375CXeon Platinum 8280Xeon Platinum 8272CLXeon W-3275MXeon Platinum 8259CL306090120150SE +/- 1.62, N = 15SE +/- 2.25, N = 15SE +/- 2.29, N = 12SE +/- 0.00, N = 13SE +/- 0.00, N = 13SE +/- 0.00, N = 13SE +/- 0.00, N = 12SE +/- 0.00, N = 12SE +/- 0.00, N = 12SE +/- 0.00, N = 12SE +/- 0.00, N = 12SE +/- 0.00, N = 3SE +/- 0.00, N = 12140.48136.9095.9390.9190.9190.9176.9276.9276.9271.4350.0047.6245.4543.48MIN: 34.48 / MAX: 142.86MIN: 66.67 / MAX: 142.86MIN: 22.73 / MAX: 166.67MIN: 29.41MIN: 28.57MIN: 71.43MIN: 27.78 / MAX: 83.33MIN: 71.43 / MAX: 83.33MIN: 71.43 / MAX: 83.33MIN: 62.5 / MAX: 76.92MIN: 43.48MIN: 41.67 / MAX: 50MIN: 43.48 / MAX: 47.62MIN: 37.04
OpenBenchmarking.orgFPS, More Is BetterOSPray 1.8.5Demo: NASA Streamlines - Renderer: SciVis2 x Xeon Platinum 8375C2 x Xeon Platinum 8375C NUMA off2 x Xeon Platinum 8490H SNC 22 x Xeon Platinum 82802 x Xeon Platinum 8272CL2 x Xeon Platinum 8272CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA offEPYC 2 7R32Xeon Platinum 8375CXeon Platinum 8280Xeon Platinum 8272CLXeon W-3275MXeon Platinum 8259CL306090120150Min: 125 / Avg: 140.48 / Max: 142.86Min: 125 / Avg: 136.9 / Max: 142.86Min: 76.92 / Avg: 95.93 / Max: 100Min: 90.91 / Avg: 90.91 / Max: 90.91Min: 90.91 / Avg: 90.91 / Max: 90.91Min: 90.91 / Avg: 90.91 / Max: 90.91Min: 76.92 / Avg: 76.92 / Max: 76.92Min: 76.92 / Avg: 76.92 / Max: 76.92Min: 76.92 / Avg: 76.92 / Max: 76.92Min: 71.43 / Avg: 71.43 / Max: 71.43Min: 47.62 / Avg: 47.62 / Max: 47.62Min: 45.45 / Avg: 45.45 / Max: 45.45Min: 43.48 / Avg: 43.48 / Max: 43.48

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 Platinum 8272CL NUMA off2 x Xeon Platinum 8490H SNC 22 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CLXeon Platinum 8375C2 x Xeon Platinum 8375C NUMA off2 x Xeon Platinum 8375C2 x Xeon Platinum 8272CLXeon Platinum 82802 x Xeon Platinum 8280Xeon Platinum 8272CLXeon W-3275MXeon Platinum 8259CLEPYC 2 7R3214002800420056007000SE +/- 23.67, N = 3SE +/- 20.15, N = 3SE +/- 14.66, N = 3SE +/- 122.72, N = 12SE +/- 18.17, N = 3SE +/- 28.94, N = 3SE +/- 7.08, N = 3SE +/- 240.61, N = 12SE +/- 25.11, N = 3SE +/- 20.06, N = 3SE +/- 8.38, N = 3SE +/- 30.40, N = 3SE +/- 1.09, N = 3SE +/- 6.50, N = 36330.935997.485650.715319.584875.474631.384520.183972.323432.163430.283281.583128.392950.16990.801. (CXX) g++ options: -rdynamic
OpenBenchmarking.orgGFLOPS, More Is BetterArrayFire 3.7Test: BLAS CPU2 x Xeon Platinum 8272CL NUMA off2 x Xeon Platinum 8490H SNC 22 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CLXeon Platinum 8375C2 x Xeon Platinum 8375C NUMA off2 x Xeon Platinum 8375C2 x Xeon Platinum 8272CLXeon Platinum 82802 x Xeon Platinum 8280Xeon Platinum 8272CLXeon W-3275MXeon Platinum 8259CLEPYC 2 7R3211002200330044005500Min: 6284.91 / Avg: 6330.93 / Max: 6363.58Min: 5967.58 / Avg: 5997.48 / Max: 6035.83Min: 5621.56 / Avg: 5650.71 / Max: 5668.03Min: 4200.7 / Avg: 5319.58 / Max: 5698.07Min: 4840.53 / Avg: 4875.47 / Max: 4901.6Min: 4582.37 / Avg: 4631.38 / Max: 4682.56Min: 4507.82 / Avg: 4520.18 / Max: 4532.34Min: 3367.64 / Avg: 3972.32 / Max: 5843.95Min: 3385.97 / Avg: 3432.16 / Max: 3472.32Min: 3391.32 / Avg: 3430.28 / Max: 3458.08Min: 3265.08 / Avg: 3281.58 / Max: 3292.42Min: 3086.09 / Avg: 3128.39 / Max: 3187.37Min: 2948.36 / Avg: 2950.16 / Max: 2952.13Min: 983.21 / Avg: 990.8 / Max: 1003.731. (CXX) g++ options: -rdynamic

MKL-DNN DNNL

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

OpenBenchmarking.orgms, Fewer Is BetterMKL-DNN DNNL 1.1Harness: Convolution Batch conv_alexnet - Data Type: bf16bf16bf162 x Xeon Platinum 8375C NUMA off2 x Xeon Platinum 8375C2 x Xeon Platinum 82802 x Xeon Platinum 8272CL NUMA off2 x Xeon Platinum 8272CL2 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA offXeon Platinum 8375CXeon Platinum 8280Xeon Platinum 8272CLXeon W-3275MXeon Platinum 8259CL2004006008001000SE +/- 2.42, N = 3SE +/- 2.55, N = 3SE +/- 0.06, N = 3SE +/- 0.18, N = 3SE +/- 5.80, N = 3SE +/- 0.23, N = 3SE +/- 0.11, N = 3SE +/- 5.46, N = 3SE +/- 0.07, N = 3SE +/- 0.16, N = 3SE +/- 1.04, N = 3SE +/- 0.41, N = 3251.83252.41320.06332.32337.88399.30399.31500.12637.37662.76702.07796.75MIN: 247.18MIN: 247.48MIN: 319.23MIN: 331.59MIN: 331.31MIN: 398.05MIN: 398.47MIN: 493.61MIN: 636.97MIN: 661.35MIN: 687.86MIN: 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: Convolution Batch conv_alexnet - Data Type: bf16bf16bf162 x Xeon Platinum 8375C NUMA off2 x Xeon Platinum 8375C2 x Xeon Platinum 82802 x Xeon Platinum 8272CL NUMA off2 x Xeon Platinum 8272CL2 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA offXeon Platinum 8375CXeon Platinum 8280Xeon Platinum 8272CLXeon W-3275MXeon Platinum 8259CL140280420560700Min: 249.29 / Avg: 251.83 / Max: 256.67Min: 249.69 / Avg: 252.41 / Max: 257.51Min: 319.97 / Avg: 320.06 / Max: 320.18Min: 331.97 / Avg: 332.32 / Max: 332.5Min: 331.98 / Avg: 337.88 / Max: 349.49Min: 398.86 / Avg: 399.3 / Max: 399.65Min: 399.14 / Avg: 399.31 / Max: 399.5Min: 494.64 / Avg: 500.12 / Max: 511.04Min: 637.27 / Avg: 637.37 / Max: 637.49Min: 662.51 / Avg: 662.76 / Max: 663.06Min: 700.45 / Avg: 702.07 / Max: 704.02Min: 796.13 / Avg: 796.75 / Max: 797.531. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl

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 Platinum 8375C NUMA off2 x Xeon Platinum 8375C2 x Xeon Platinum 8280EPYC 2 7R322 x Xeon Platinum 8272CL2 x Xeon Platinum 8272CL NUMA offXeon W-3275M2 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA offXeon Platinum 8280Xeon Platinum 8272CLXeon Platinum 8259CLXeon Platinum 8375C1530456075SE +/- 1.09, N = 3SE +/- 0.58, N = 15SE +/- 0.67, N = 3SE +/- 0.77, N = 3SE +/- 0.35, N = 3SE +/- 0.43, N = 3SE +/- 0.46, N = 3SE +/- 0.13, N = 3SE +/- 0.29, N = 3SE +/- 0.07, N = 3SE +/- 0.37, N = 3SE +/- 0.35, N = 3SE +/- 0.53, N = 567.0865.3056.9854.4754.1453.9653.8253.0452.3151.9251.5946.8741.841. (CXX) g++ options: -fPIE -fPIC -pie
OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 0.8Encoder Mode: Enc Mode 8 - Input: 1080p2 x Xeon Platinum 8375C NUMA off2 x Xeon Platinum 8375C2 x Xeon Platinum 8280EPYC 2 7R322 x Xeon Platinum 8272CL2 x Xeon Platinum 8272CL NUMA offXeon W-3275M2 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA offXeon Platinum 8280Xeon Platinum 8272CLXeon Platinum 8259CLXeon Platinum 8375C1326395265Min: 65.21 / Avg: 67.08 / Max: 69Min: 60.38 / Avg: 65.3 / Max: 69.04Min: 55.92 / Avg: 56.98 / Max: 58.22Min: 52.99 / Avg: 54.47 / Max: 55.58Min: 53.52 / Avg: 54.14 / Max: 54.72Min: 53.13 / Avg: 53.96 / Max: 54.56Min: 52.9 / Avg: 53.82 / Max: 54.37Min: 52.89 / Avg: 53.04 / Max: 53.3Min: 51.94 / Avg: 52.31 / Max: 52.88Min: 51.78 / Avg: 51.92 / Max: 51.99Min: 51.03 / Avg: 51.59 / Max: 52.29Min: 46.23 / Avg: 46.87 / Max: 47.41Min: 40.08 / Avg: 41.84 / Max: 42.841. (CXX) g++ options: -fPIE -fPIC -pie

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 4KEPYC 2 7R32Xeon W-3275M2 x Xeon Platinum 8375CXeon Platinum 8375C2 x Xeon Platinum 8375C NUMA off2 x Xeon Platinum 82802 x Xeon Platinum 8272CL2 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8272CL NUMA offXeon Platinum 8272CLXeon Platinum 8259CLXeon Platinum 82802 x Xeon Platinum 8490H SNC 270140210280350SE +/- 0.98, N = 3SE +/- 1.20, N = 3SE +/- 1.25, N = 3SE +/- 1.86, N = 3SE +/- 2.46, N = 8SE +/- 3.68, N = 3SE +/- 2.41, N = 3SE +/- 1.73, N = 3SE +/- 1.78, N = 3SE +/- 2.74, N = 3SE +/- 0.71, N = 3SE +/- 1.31, N = 3SE +/- 1.15, N = 3SE +/- 1.78, N = 5321.17256.60251.63247.86246.96221.31216.00215.64212.99211.05208.50205.63199.08133.31MIN: 150.11 / MAX: 347.95MIN: 164.1 / MAX: 284.35MIN: 70.21 / MAX: 290.5MIN: 139.62 / MAX: 276.02MIN: 58.67 / MAX: 300.85MIN: 81.4 / MAX: 247.6MIN: 87.7 / MAX: 239.38MIN: 93.88 / MAX: 236.99MIN: 89.5 / MAX: 233.99MIN: 77.75 / MAX: 238.31MIN: 127.92 / MAX: 223.11MIN: 134.32 / MAX: 229.88MIN: 121.12 / MAX: 214.69MIN: 21.94 / MAX: 183.351. (CC) gcc options: -pthread
OpenBenchmarking.orgFPS, More Is Betterdav1d 0.6.0Video Input: Summer Nature 4KEPYC 2 7R32Xeon W-3275M2 x Xeon Platinum 8375CXeon Platinum 8375C2 x Xeon Platinum 8375C NUMA off2 x Xeon Platinum 82802 x Xeon Platinum 8272CL2 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8272CL NUMA offXeon Platinum 8272CLXeon Platinum 8259CLXeon Platinum 82802 x Xeon Platinum 8490H SNC 260120180240300Min: 319.59 / Avg: 321.17 / Max: 322.97Min: 254.55 / Avg: 256.6 / Max: 258.71Min: 249.73 / Avg: 251.63 / Max: 253.98Min: 244.28 / Avg: 247.86 / Max: 250.49Min: 241.45 / Avg: 246.96 / Max: 263.56Min: 214.25 / Avg: 221.31 / Max: 226.63Min: 213.41 / Avg: 216 / Max: 220.82Min: 212.22 / Avg: 215.64 / Max: 217.84Min: 210.97 / Avg: 212.99 / Max: 216.54Min: 205.57 / Avg: 211.05 / Max: 213.84Min: 207.73 / Avg: 208.5 / Max: 209.91Min: 203.9 / Avg: 205.63 / Max: 208.19Min: 197.01 / Avg: 199.08 / Max: 201.01Min: 126.23 / Avg: 133.31 / Max: 135.721. (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 Platinum 8375C NUMA off2 x Xeon Platinum 8375CXeon Platinum 8375C2 x Xeon Platinum 8272CL NUMA off2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 82802 x Xeon Platinum 8272CL2 x Xeon Platinum 8259CLXeon Platinum 8280Xeon Platinum 8272CLXeon Platinum 8259CLXeon W-3275MEPYC 2 7R3230060090012001500SE +/- 0.01, N = 3SE +/- 0.12, N = 3SE +/- 0.01, N = 3SE +/- 0.05, N = 3SE +/- 0.01, N = 3SE +/- 0.03, N = 3SE +/- 0.15, N = 3SE +/- 0.24, N = 3SE +/- 0.02, N = 3SE +/- 0.06, N = 3SE +/- 0.04, N = 3SE +/- 0.04, N = 3SE +/- 2.69, N = 310.9712.3317.7218.3919.3719.8120.0922.3826.8427.9830.8831.991301.36MIN: 1286.291. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl
OpenBenchmarking.orgms, Fewer Is BetterMKL-DNN DNNL 1.1Harness: Convolution Batch conv_alexnet - Data Type: u8s8f322 x Xeon Platinum 8375C NUMA off2 x Xeon Platinum 8375CXeon Platinum 8375C2 x Xeon Platinum 8272CL NUMA off2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 82802 x Xeon Platinum 8272CL2 x Xeon Platinum 8259CLXeon Platinum 8280Xeon Platinum 8272CLXeon Platinum 8259CLXeon W-3275MEPYC 2 7R322004006008001000Min: 10.95 / Avg: 10.97 / Max: 10.99Min: 12.14 / Avg: 12.33 / Max: 12.54Min: 17.7 / Avg: 17.72 / Max: 17.74Min: 18.34 / Avg: 18.39 / Max: 18.5Min: 19.35 / Avg: 19.37 / Max: 19.4Min: 19.76 / Avg: 19.81 / Max: 19.86Min: 19.85 / Avg: 20.09 / Max: 20.37Min: 22.13 / Avg: 22.38 / Max: 22.86Min: 26.8 / Avg: 26.84 / Max: 26.88Min: 27.86 / Avg: 27.98 / Max: 28.06Min: 30.8 / Avg: 30.88 / Max: 30.92Min: 31.94 / Avg: 31.99 / Max: 32.06Min: 1295.98 / Avg: 1301.36 / Max: 1304.141. (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: Crown2 x Xeon Platinum 8490H SNC 22 x Xeon Platinum 8375C2 x Xeon Platinum 8375C NUMA offEPYC 2 7R322 x Xeon Platinum 82802 x Xeon Platinum 8272CL NUMA off2 x Xeon Platinum 8272CL2 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA offXeon Platinum 8375CXeon Platinum 8280Xeon Platinum 8272CLXeon W-3275MXeon Platinum 8259CL20406080100SE +/- 0.62, N = 3SE +/- 0.15, N = 3SE +/- 0.09, N = 3SE +/- 0.08, N = 3SE +/- 0.09, N = 3SE +/- 0.18, N = 3SE +/- 0.31, N = 3SE +/- 0.17, N = 3SE +/- 0.15, N = 3SE +/- 0.31, N = 3SE +/- 0.04, N = 3SE +/- 0.05, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 390.8869.2669.1447.6545.6143.9943.8238.1238.1037.6326.2825.1224.5521.38MIN: 70.75 / MAX: 117.86MIN: 67.05 / MAX: 73.59MIN: 66.94 / MAX: 73.49MIN: 46.77 / MAX: 49.17MIN: 44.2 / MAX: 47.35MIN: 42.79 / MAX: 45.69MIN: 41.48 / MAX: 45.92MIN: 37.03 / MAX: 39.42MIN: 37.24 / MAX: 39.22MIN: 36.48 / MAX: 39.76MIN: 25.64 / MAX: 26.64MIN: 24.68 / MAX: 25.5MIN: 24.09 / MAX: 24.98MIN: 21.05 / MAX: 21.63
OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 3.6.1Binary: Pathtracer - Model: Crown2 x Xeon Platinum 8490H SNC 22 x Xeon Platinum 8375C2 x Xeon Platinum 8375C NUMA offEPYC 2 7R322 x Xeon Platinum 82802 x Xeon Platinum 8272CL NUMA off2 x Xeon Platinum 8272CL2 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA offXeon Platinum 8375CXeon Platinum 8280Xeon Platinum 8272CLXeon W-3275MXeon Platinum 8259CL20406080100Min: 89.93 / Avg: 90.88 / Max: 92.04Min: 69 / Avg: 69.26 / Max: 69.52Min: 69.02 / Avg: 69.14 / Max: 69.31Min: 47.51 / Avg: 47.65 / Max: 47.79Min: 45.43 / Avg: 45.61 / Max: 45.73Min: 43.78 / Avg: 43.99 / Max: 44.34Min: 43.33 / Avg: 43.82 / Max: 44.4Min: 37.84 / Avg: 38.12 / Max: 38.43Min: 37.93 / Avg: 38.1 / Max: 38.41Min: 37.05 / Avg: 37.63 / Max: 38.07Min: 26.21 / Avg: 26.28 / Max: 26.34Min: 25.05 / Avg: 25.12 / Max: 25.21Min: 24.5 / Avg: 24.55 / Max: 24.59Min: 21.33 / Avg: 21.38 / Max: 21.42

PHPBench

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

OpenBenchmarking.orgScore, More Is BetterPHPBench 0.8.1PHP Benchmark SuiteXeon W-3275MXeon Platinum 8375C2 x Xeon Platinum 8375C2 x Xeon Platinum 8375C NUMA off2 x Xeon Platinum 8280Xeon Platinum 82802 x Xeon Platinum 8272CL2 x Xeon Platinum 8272CL NUMA offXeon Platinum 8272CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CLXeon Platinum 8259CLEPYC 2 7R322 x Xeon Platinum 8490H SNC 2160K320K480K640K800KSE +/- 1014.34, N = 3SE +/- 307.66, N = 3SE +/- 3064.50, N = 3SE +/- 1813.04, N = 3SE +/- 884.68, N = 3SE +/- 425.09, N = 3SE +/- 505.94, N = 3SE +/- 894.52, N = 3SE +/- 1286.95, N = 3SE +/- 377.70, N = 3SE +/- 961.65, N = 3SE +/- 778.31, N = 3SE +/- 1283.26, N = 3SE +/- 2731.88, N = 3734339712140708571704453649693649164606548606436604857574348573483569793500524311284
OpenBenchmarking.orgScore, More Is BetterPHPBench 0.8.1PHP Benchmark SuiteXeon W-3275MXeon Platinum 8375C2 x Xeon Platinum 8375C2 x Xeon Platinum 8375C NUMA off2 x Xeon Platinum 8280Xeon Platinum 82802 x Xeon Platinum 8272CL2 x Xeon Platinum 8272CL NUMA offXeon Platinum 8272CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CLXeon Platinum 8259CLEPYC 2 7R322 x Xeon Platinum 8490H SNC 2130K260K390K520K650KMin: 732922 / Avg: 734339.33 / Max: 736305Min: 711781 / Avg: 712139.67 / Max: 712752Min: 702442 / Avg: 708571 / Max: 711642Min: 700827 / Avg: 704453 / Max: 706287Min: 648043 / Avg: 649693.33 / Max: 651071Min: 648353 / Avg: 649164.33 / Max: 649790Min: 605541 / Avg: 606548.33 / Max: 607135Min: 605405 / Avg: 606436.33 / Max: 608218Min: 602724 / Avg: 604856.67 / Max: 607171Min: 573893 / Avg: 574348.33 / Max: 575098Min: 571806 / Avg: 573483 / Max: 575137Min: 568296 / Avg: 569793 / Max: 570911Min: 498182 / Avg: 500524.33 / Max: 502604Min: 305853 / Avg: 311283.67 / Max: 314519

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 Platinum 8490H SNC 22 x Xeon Platinum 8375C2 x Xeon Platinum 8375C NUMA off2 x Xeon Platinum 82802 x Xeon Platinum 8272CL2 x Xeon Platinum 8272CL NUMA off2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CLEPYC 2 7R32Xeon Platinum 8375CXeon Platinum 8280Xeon Platinum 8272CLXeon W-3275MXeon Platinum 8259CL20406080100SE +/- 0.64, N = 3SE +/- 0.06, N = 3SE +/- 0.06, N = 3SE +/- 0.05, N = 3SE +/- 0.46, N = 3SE +/- 0.63, N = 5SE +/- 0.05, N = 3SE +/- 0.38, N = 3SE +/- 0.08, N = 3SE +/- 0.02, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.04, N = 3SE +/- 0.02, N = 3101.5278.6378.5553.2351.2050.9546.4246.1845.1942.6028.7727.7826.4024.73MIN: 77.11 / MAX: 134.28MIN: 75.59 / MAX: 83.02MIN: 75.52 / MAX: 82.95MIN: 51.36 / MAX: 55.83MIN: 47.31 / MAX: 53.67MIN: 45.23 / MAX: 53.81MIN: 45.24 / MAX: 47.89MIN: 42.99 / MAX: 47.93MIN: 44.15 / MAX: 46.52MIN: 41.98 / MAX: 43.65MIN: 28.26 / MAX: 29.24MIN: 27.34 / MAX: 28.17MIN: 25.71 / MAX: 26.95MIN: 24.4 / MAX: 25.05
OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 3.6.1Binary: Pathtracer ISPC - Model: Crown2 x Xeon Platinum 8490H SNC 22 x Xeon Platinum 8375C2 x Xeon Platinum 8375C NUMA off2 x Xeon Platinum 82802 x Xeon Platinum 8272CL2 x Xeon Platinum 8272CL NUMA off2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CLEPYC 2 7R32Xeon Platinum 8375CXeon Platinum 8280Xeon Platinum 8272CLXeon W-3275MXeon Platinum 8259CL20406080100Min: 100.4 / Avg: 101.52 / Max: 102.6Min: 78.53 / Avg: 78.63 / Max: 78.73Min: 78.44 / Avg: 78.55 / Max: 78.64Min: 53.18 / Avg: 53.23 / Max: 53.32Min: 50.27 / Avg: 51.2 / Max: 51.68Min: 48.44 / Avg: 50.95 / Max: 51.63Min: 46.34 / Avg: 46.42 / Max: 46.51Min: 45.41 / Avg: 46.18 / Max: 46.62Min: 45.07 / Avg: 45.19 / Max: 45.32Min: 42.55 / Avg: 42.6 / Max: 42.63Min: 28.75 / Avg: 28.77 / Max: 28.8Min: 27.76 / Avg: 27.78 / Max: 27.8Min: 26.36 / Avg: 26.4 / Max: 26.48Min: 24.71 / Avg: 24.73 / Max: 24.76

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 Platinum 8375C NUMA off2 x Xeon Platinum 8375C2 x Xeon Platinum 82802 x Xeon Platinum 8272CL NUMA off2 x Xeon Platinum 8272CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CLXeon Platinum 8375CXeon Platinum 8280EPYC 2 7R32Xeon Platinum 8272CLXeon Platinum 8259CLXeon W-3275M20406080100SE +/- 0.02, N = 3SE +/- 0.03, N = 3SE +/- 0.08, N = 3SE +/- 0.11, N = 3SE +/- 0.50, N = 3SE +/- 0.20, N = 3SE +/- 0.23, N = 3SE +/- 0.05, N = 3SE +/- 0.06, N = 3SE +/- 1.13, N = 3SE +/- 0.09, N = 3SE +/- 0.12, N = 3SE +/- 0.11, N = 342.9143.8649.8451.4453.0055.3656.6583.3694.1996.6998.67107.80108.57MIN: 41.86MIN: 42.5MIN: 48.76MIN: 50.35MIN: 50.88MIN: 54.28MIN: 54.78MIN: 82.91MIN: 93.73MIN: 93.63MIN: 97.89MIN: 106.14MIN: 102.461. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl
OpenBenchmarking.orgms, Fewer Is BetterMKL-DNN DNNL 1.1Harness: Convolution Batch conv_alexnet - Data Type: f322 x Xeon Platinum 8375C NUMA off2 x Xeon Platinum 8375C2 x Xeon Platinum 82802 x Xeon Platinum 8272CL NUMA off2 x Xeon Platinum 8272CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CLXeon Platinum 8375CXeon Platinum 8280EPYC 2 7R32Xeon Platinum 8272CLXeon Platinum 8259CLXeon W-3275M20406080100Min: 42.88 / Avg: 42.91 / Max: 42.95Min: 43.81 / Avg: 43.86 / Max: 43.93Min: 49.69 / Avg: 49.84 / Max: 49.95Min: 51.27 / Avg: 51.44 / Max: 51.64Min: 52.33 / Avg: 53 / Max: 53.97Min: 54.95 / Avg: 55.36 / Max: 55.61Min: 56.25 / Avg: 56.65 / Max: 57.04Min: 83.27 / Avg: 83.36 / Max: 83.43Min: 94.07 / Avg: 94.19 / Max: 94.27Min: 94.45 / Avg: 96.69 / Max: 98.06Min: 98.51 / Avg: 98.67 / Max: 98.82Min: 107.58 / Avg: 107.8 / Max: 107.96Min: 108.37 / Avg: 108.57 / Max: 108.741. (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 Platinum 8490H SNC 22 x Xeon Platinum 8375C2 x Xeon Platinum 8375C NUMA off2 x Xeon Platinum 82802 x Xeon Platinum 8272CL2 x Xeon Platinum 8272CL NUMA offEPYC 2 7R322 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CLXeon Platinum 8375CXeon Platinum 8280Xeon Platinum 8272CLXeon W-3275MXeon Platinum 8259CL306090120150SE +/- 0.13, N = 3SE +/- 0.12, N = 3SE +/- 0.40, N = 3SE +/- 0.16, N = 3SE +/- 0.27, N = 3SE +/- 0.14, N = 3SE +/- 0.06, N = 3SE +/- 0.08, N = 3SE +/- 0.38, N = 3SE +/- 0.08, N = 3SE +/- 0.04, N = 3SE +/- 0.05, N = 3SE +/- 0.05, N = 3SE +/- 0.05, N = 3116.1678.7778.5457.4954.2054.2052.9546.9146.7944.3132.2530.5730.1126.06MIN: 92.45 / MAX: 134.16MIN: 75.79 / MAX: 82.75MIN: 73.71 / MAX: 82.39MIN: 55.98 / MAX: 58.87MIN: 52.81 / MAX: 55.78MIN: 53.05 / MAX: 55.48MIN: 52.3 / MAX: 53.84MIN: 46.17 / MAX: 47.87MIN: 44.43 / MAX: 47.97MIN: 43.55 / MAX: 45.94MIN: 32 / MAX: 32.54MIN: 30.32 / MAX: 30.89MIN: 29.8 / MAX: 30.54MIN: 25.85 / MAX: 26.28
OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 3.6.1Binary: Pathtracer - Model: Asian Dragon2 x Xeon Platinum 8490H SNC 22 x Xeon Platinum 8375C2 x Xeon Platinum 8375C NUMA off2 x Xeon Platinum 82802 x Xeon Platinum 8272CL2 x Xeon Platinum 8272CL NUMA offEPYC 2 7R322 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CLXeon Platinum 8375CXeon Platinum 8280Xeon Platinum 8272CLXeon W-3275MXeon Platinum 8259CL20406080100Min: 115.93 / Avg: 116.16 / Max: 116.38Min: 78.56 / Avg: 78.77 / Max: 78.97Min: 77.75 / Avg: 78.54 / Max: 78.98Min: 57.18 / Avg: 57.49 / Max: 57.73Min: 53.67 / Avg: 54.2 / Max: 54.57Min: 53.94 / Avg: 54.2 / Max: 54.39Min: 52.84 / Avg: 52.95 / Max: 53.04Min: 46.78 / Avg: 46.91 / Max: 47.06Min: 46.05 / Avg: 46.79 / Max: 47.28Min: 44.15 / Avg: 44.31 / Max: 44.4Min: 32.19 / Avg: 32.25 / Max: 32.33Min: 30.49 / Avg: 30.57 / Max: 30.64Min: 30.04 / Avg: 30.11 / Max: 30.2Min: 25.96 / Avg: 26.06 / Max: 26.12

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 Platinum 8375C NUMA off2 x Xeon Platinum 8375C2 x Xeon Platinum 8280EPYC 2 7R322 x Xeon Platinum 8272CL NUMA off2 x Xeon Platinum 8272CL2 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA offXeon Platinum 8375CXeon Platinum 8280Xeon W-3275MXeon Platinum 8272CLXeon Platinum 8259CL9001800270036004500SE +/- 1.01, N = 3SE +/- 9.75, N = 3SE +/- 5.70, N = 3SE +/- 3.22, N = 3SE +/- 0.39, N = 3SE +/- 0.61, N = 3SE +/- 3.00, N = 3SE +/- 22.00, N = 3SE +/- 0.87, N = 3SE +/- 2.14, N = 3SE +/- 48.27, N = 3SE +/- 8.91, N = 3SE +/- 0.90, N = 31295.481320.601893.721899.242063.232064.022238.052252.672530.963716.983852.373985.104426.06MIN: 1272.23MIN: 1274.59MIN: 1871.79MIN: 1888.24MIN: 2061.82MIN: 2062.22MIN: 2230.65MIN: 2229.49MIN: 2512.49MIN: 3705.72MIN: 3728.62MIN: 3970.03MIN: 4423.171. (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: u8s8f322 x Xeon Platinum 8375C NUMA off2 x Xeon Platinum 8375C2 x Xeon Platinum 8280EPYC 2 7R322 x Xeon Platinum 8272CL NUMA off2 x Xeon Platinum 8272CL2 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA offXeon Platinum 8375CXeon Platinum 8280Xeon W-3275MXeon Platinum 8272CLXeon Platinum 8259CL8001600240032004000Min: 1293.5 / Avg: 1295.48 / Max: 1296.79Min: 1302.45 / Avg: 1320.6 / Max: 1335.83Min: 1885.22 / Avg: 1893.72 / Max: 1904.56Min: 1893.69 / Avg: 1899.24 / Max: 1904.84Min: 2062.46 / Avg: 2063.23 / Max: 2063.65Min: 2063.29 / Avg: 2064.02 / Max: 2065.24Min: 2232.39 / Avg: 2238.05 / Max: 2242.59Min: 2230.43 / Avg: 2252.67 / Max: 2296.67Min: 2529.32 / Avg: 2530.96 / Max: 2532.28Min: 3713.25 / Avg: 3716.98 / Max: 3720.68Min: 3768.03 / Avg: 3852.37 / Max: 3935.21Min: 3974.42 / Avg: 3985.1 / Max: 4002.79Min: 4424.77 / Avg: 4426.06 / Max: 4427.791. (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 Platinum 8490H SNC 22 x Xeon Platinum 8375C NUMA off2 x Xeon Platinum 8375C2 x Xeon Platinum 82802 x Xeon Platinum 8272CL NUMA off2 x Xeon Platinum 8272CL2 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA offXeon Platinum 8375CEPYC 2 7R32Xeon Platinum 8280Xeon Platinum 8272CLXeon W-3275MXeon Platinum 8259CL306090120150SE +/- 1.47, N = 7SE +/- 0.08, N = 3SE +/- 0.51, N = 3SE +/- 0.03, N = 3SE +/- 0.05, N = 3SE +/- 0.12, N = 3SE +/- 0.06, N = 3SE +/- 0.12, N = 3SE +/- 0.04, N = 3SE +/- 0.03, N = 3SE +/- 0.06, N = 3SE +/- 0.03, N = 3SE +/- 0.08, N = 3SE +/- 0.03, N = 3140.5995.9995.2768.4265.5565.3759.0659.0553.5752.3538.3136.7535.1532.91MIN: 96.05 / MAX: 159.67MIN: 92.5 / MAX: 98.6MIN: 91.48 / MAX: 98.3MIN: 66.22 / MAX: 70.39MIN: 64.05 / MAX: 67.28MIN: 63.67 / MAX: 66.98MIN: 57.51 / MAX: 60.42MIN: 57.78 / MAX: 60.29MIN: 52.72 / MAX: 54.62MIN: 51.67 / MAX: 53.48MIN: 37.87 / MAX: 38.72MIN: 36.43 / MAX: 37.08MIN: 33.95 / MAX: 35.72MIN: 32.68 / MAX: 33.18
OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 3.6.1Binary: Pathtracer ISPC - Model: Asian Dragon2 x Xeon Platinum 8490H SNC 22 x Xeon Platinum 8375C NUMA off2 x Xeon Platinum 8375C2 x Xeon Platinum 82802 x Xeon Platinum 8272CL NUMA off2 x Xeon Platinum 8272CL2 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA offXeon Platinum 8375CEPYC 2 7R32Xeon Platinum 8280Xeon Platinum 8272CLXeon W-3275MXeon Platinum 8259CL306090120150Min: 131.98 / Avg: 140.59 / Max: 143.4Min: 95.86 / Avg: 95.99 / Max: 96.12Min: 94.28 / Avg: 95.27 / Max: 95.97Min: 68.36 / Avg: 68.42 / Max: 68.47Min: 65.45 / Avg: 65.55 / Max: 65.63Min: 65.15 / Avg: 65.37 / Max: 65.56Min: 58.93 / Avg: 59.06 / Max: 59.15Min: 58.85 / Avg: 59.05 / Max: 59.25Min: 53.49 / Avg: 53.57 / Max: 53.63Min: 52.31 / Avg: 52.35 / Max: 52.41Min: 38.21 / Avg: 38.31 / Max: 38.41Min: 36.69 / Avg: 36.75 / Max: 36.8Min: 35.01 / Avg: 35.15 / Max: 35.27Min: 32.86 / Avg: 32.91 / Max: 32.96

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 Platinum 8375C2 x Xeon Platinum 8375C NUMA offXeon Platinum 8375C2 x Xeon Platinum 8272CL NUMA off2 x Xeon Platinum 8272CL2 x Xeon Platinum 82802 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CLXeon Platinum 8280Xeon W-3275MXeon Platinum 8272CLXeon Platinum 8259CL1.28232.56463.84695.12926.4115SE +/- 0.01294, N = 3SE +/- 0.00443, N = 3SE +/- 0.00267, N = 3SE +/- 0.00609, N = 3SE +/- 0.00405, N = 3SE +/- 0.01183, N = 3SE +/- 0.00913, N = 3SE +/- 0.00431, N = 3SE +/- 0.00377, N = 3SE +/- 0.02664, N = 3SE +/- 0.01234, N = 3SE +/- 0.00262, N = 31.739501.742132.419062.853102.890863.659644.464404.489184.831705.563045.596805.69900MIN: 1.48MIN: 1.5MIN: 2.23MIN: 2.7MIN: 2.77MIN: 3.47MIN: 4.28MIN: 4.31MIN: 4.76MIN: 5.04MIN: 5.51MIN: 5.571. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl
OpenBenchmarking.orgms, Fewer Is BetterMKL-DNN DNNL 1.1Harness: IP Batch 1D - Data Type: bf16bf16bf162 x Xeon Platinum 8375C2 x Xeon Platinum 8375C NUMA offXeon Platinum 8375C2 x Xeon Platinum 8272CL NUMA off2 x Xeon Platinum 8272CL2 x Xeon Platinum 82802 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CLXeon Platinum 8280Xeon W-3275MXeon Platinum 8272CLXeon Platinum 8259CL246810Min: 1.72 / Avg: 1.74 / Max: 1.77Min: 1.74 / Avg: 1.74 / Max: 1.75Min: 2.41 / Avg: 2.42 / Max: 2.42Min: 2.84 / Avg: 2.85 / Max: 2.86Min: 2.88 / Avg: 2.89 / Max: 2.9Min: 3.64 / Avg: 3.66 / Max: 3.68Min: 4.45 / Avg: 4.46 / Max: 4.48Min: 4.48 / Avg: 4.49 / Max: 4.49Min: 4.82 / Avg: 4.83 / Max: 4.84Min: 5.51 / Avg: 5.56 / Max: 5.59Min: 5.58 / Avg: 5.6 / Max: 5.62Min: 5.69 / Avg: 5.7 / Max: 5.71. (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 1080pEPYC 2 7R32Xeon W-3275M2 x Xeon Platinum 8375C2 x Xeon Platinum 8375C NUMA offXeon Platinum 8375C2 x Xeon Platinum 8259CL2 x Xeon Platinum 82802 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8272CL2 x Xeon Platinum 8272CL NUMA offXeon Platinum 8259CLXeon Platinum 82802 x Xeon Platinum 8490H SNC 2Xeon Platinum 8272CL150300450600750SE +/- 2.19, N = 3SE +/- 2.32, N = 3SE +/- 4.53, N = 15SE +/- 1.14, N = 3SE +/- 5.59, N = 3SE +/- 3.67, N = 3SE +/- 3.74, N = 15SE +/- 3.77, N = 15SE +/- 5.42, N = 4SE +/- 0.73, N = 3SE +/- 1.73, N = 3SE +/- 0.52, N = 3SE +/- 3.71, N = 3SE +/- 2.16, N = 3676.16537.84500.83478.05444.30431.76409.88400.24391.25371.48353.78323.20322.96315.51MIN: 302.17 / MAX: 751.14MIN: 317.28 / MAX: 605.87MIN: 107.59 / MAX: 628.01MIN: 104.25 / MAX: 592.47MIN: 180.09 / MAX: 495.08MIN: 205.51 / MAX: 479.42MIN: 126.27 / MAX: 481.12MIN: 106.81 / MAX: 466.09MIN: 158.31 / MAX: 448.01MIN: 133.17 / MAX: 428.07MIN: 207.11 / MAX: 387.94MIN: 200.79 / MAX: 358.32MIN: 52.92 / MAX: 431.14MIN: 164.62 / MAX: 350.651. (CC) gcc options: -pthread
OpenBenchmarking.orgFPS, More Is Betterdav1d 0.6.0Video Input: Summer Nature 1080pEPYC 2 7R32Xeon W-3275M2 x Xeon Platinum 8375C2 x Xeon Platinum 8375C NUMA offXeon Platinum 8375C2 x Xeon Platinum 8259CL2 x Xeon Platinum 82802 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8272CL2 x Xeon Platinum 8272CL NUMA offXeon Platinum 8259CLXeon Platinum 82802 x Xeon Platinum 8490H SNC 2Xeon Platinum 8272CL120240360480600Min: 673.01 / Avg: 676.16 / Max: 680.36Min: 533.25 / Avg: 537.84 / Max: 540.69Min: 481.75 / Avg: 500.83 / Max: 536.38Min: 475.87 / Avg: 478.05 / Max: 479.73Min: 433.98 / Avg: 444.3 / Max: 453.21Min: 424.59 / Avg: 431.76 / Max: 436.69Min: 387.73 / Avg: 409.88 / Max: 430.94Min: 366.36 / Avg: 400.24 / Max: 414.18Min: 382.68 / Avg: 391.25 / Max: 407.07Min: 370.53 / Avg: 371.48 / Max: 372.91Min: 350.48 / Avg: 353.78 / Max: 356.34Min: 322.19 / Avg: 323.2 / Max: 323.92Min: 315.6 / Avg: 322.96 / Max: 327.45Min: 311.85 / Avg: 315.51 / Max: 319.341. (CC) gcc options: -pthread

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 Platinum 8375C2 x Xeon Platinum 8375C NUMA off2 x Xeon Platinum 82802 x Xeon Platinum 8272CL2 x Xeon Platinum 8259CLEPYC 2 7R32Xeon Platinum 8375C2 x Xeon Platinum 8272CL NUMA off2 x Xeon Platinum 8259CL NUMA offXeon Platinum 8280Xeon W-3275MXeon Platinum 8272CLXeon Platinum 8259CL20K40K60K80K100KSE +/- 285.88, N = 3SE +/- 1041.11, N = 15SE +/- 115.61, N = 3SE +/- 72.16, N = 3SE +/- 77.17, N = 3SE +/- 520.84, N = 15SE +/- 648.57, N = 15SE +/- 22.17, N = 3SE +/- 42.29, N = 3SE +/- 151.80, N = 3SE +/- 146.25, N = 3SE +/- 115.29, N = 3SE +/- 28.87, N = 3112350.4786029.3270893.4166865.4553978.9051225.1846438.5846295.7938493.5732682.1431426.5329919.0124288.341. (F9X) gfortran options: -O3 -march=native -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi2. 2 x Xeon Platinum 8375C: Open MPI 3.1.33. 2 x Xeon Platinum 8375C NUMA off: Open MPI 3.1.34. 2 x Xeon Platinum 8280: Open MPI 4.0.3rc45. 2 x Xeon Platinum 8272CL: Open MPI 3.1.36. 2 x Xeon Platinum 8259CL: Open MPI 3.1.37. EPYC 2 7R32: Open MPI 3.1.38. Xeon Platinum 8375C: Open MPI 3.1.39. 2 x Xeon Platinum 8272CL NUMA off: Open MPI 3.1.310. 2 x Xeon Platinum 8259CL NUMA off: Open MPI 3.1.311. Xeon Platinum 8280: Open MPI 4.0.3rc412. Xeon W-3275M: Open MPI 3.1.313. Xeon Platinum 8272CL: Open MPI 3.1.314. Xeon Platinum 8259CL: Open MPI 3.1.3
OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: SP.B2 x Xeon Platinum 8375C2 x Xeon Platinum 8375C NUMA off2 x Xeon Platinum 82802 x Xeon Platinum 8272CL2 x Xeon Platinum 8259CLEPYC 2 7R32Xeon Platinum 8375C2 x Xeon Platinum 8272CL NUMA off2 x Xeon Platinum 8259CL NUMA offXeon Platinum 8280Xeon W-3275MXeon Platinum 8272CLXeon Platinum 8259CL20K40K60K80K100KMin: 111781.58 / Avg: 112350.47 / Max: 112684.55Min: 78875.15 / Avg: 86029.32 / Max: 89137.83Min: 70669.66 / Avg: 70893.41 / Max: 71055.77Min: 66759.3 / Avg: 66865.45 / Max: 67003.21Min: 53838.15 / Avg: 53978.9 / Max: 54104.11Min: 47454.17 / Avg: 51225.18 / Max: 53854.46Min: 39640.51 / Avg: 46438.58 / Max: 48044.32Min: 46251.45 / Avg: 46295.79 / Max: 46318.53Min: 38418.48 / Avg: 38493.57 / Max: 38564.84Min: 32463.91 / Avg: 32682.14 / Max: 32974.04Min: 31256.3 / Avg: 31426.53 / Max: 31717.64Min: 29693.23 / Avg: 29919.01 / Max: 30072.4Min: 24230.63 / Avg: 24288.34 / Max: 24318.81. (F9X) gfortran options: -O3 -march=native -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi2. 2 x Xeon Platinum 8375C: Open MPI 3.1.33. 2 x Xeon Platinum 8375C NUMA off: Open MPI 3.1.34. 2 x Xeon Platinum 8280: Open MPI 4.0.3rc45. 2 x Xeon Platinum 8272CL: Open MPI 3.1.36. 2 x Xeon Platinum 8259CL: Open MPI 3.1.37. EPYC 2 7R32: Open MPI 3.1.38. Xeon Platinum 8375C: Open MPI 3.1.39. 2 x Xeon Platinum 8272CL NUMA off: Open MPI 3.1.310. 2 x Xeon Platinum 8259CL NUMA off: Open MPI 3.1.311. Xeon Platinum 8280: Open MPI 4.0.3rc412. Xeon W-3275M: Open MPI 3.1.313. Xeon Platinum 8272CL: Open MPI 3.1.314. Xeon Platinum 8259CL: Open MPI 3.1.3

ArrayFire

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

OpenBenchmarking.orgms, Fewer Is BetterArrayFire 3.7Test: Conjugate Gradient CPUXeon Platinum 8375C2 x Xeon Platinum 8375C NUMA offXeon Platinum 8280Xeon Platinum 8272CLXeon W-3275MXeon Platinum 8259CL2 x Xeon Platinum 8375C2 x Xeon Platinum 8272CL2 x Xeon Platinum 82802 x Xeon Platinum 8490H SNC 22 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Platinum 8272CL NUMA offEPYC 2 7R32816243240SE +/- 0.009, N = 3SE +/- 0.073, N = 15SE +/- 0.067, N = 3SE +/- 0.005, N = 3SE +/- 0.075, N = 15SE +/- 0.022, N = 3SE +/- 0.032, N = 3SE +/- 0.129, N = 3SE +/- 0.086, N = 6SE +/- 0.263, N = 15SE +/- 0.243, N = 15SE +/- 0.091, N = 15SE +/- 0.188, N = 15SE +/- 0.217, N = 32.8144.0364.1154.1964.4234.6777.3557.4677.4817.5847.6048.4308.94735.1301. (CXX) g++ options: -rdynamic
OpenBenchmarking.orgms, Fewer Is BetterArrayFire 3.7Test: Conjugate Gradient CPUXeon Platinum 8375C2 x Xeon Platinum 8375C NUMA offXeon Platinum 8280Xeon Platinum 8272CLXeon W-3275MXeon Platinum 8259CL2 x Xeon Platinum 8375C2 x Xeon Platinum 8272CL2 x Xeon Platinum 82802 x Xeon Platinum 8490H SNC 22 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Platinum 8272CL NUMA offEPYC 2 7R32816243240Min: 2.8 / Avg: 2.81 / Max: 2.83Min: 3.57 / Avg: 4.04 / Max: 4.57Min: 4 / Avg: 4.12 / Max: 4.23Min: 4.19 / Avg: 4.2 / Max: 4.21Min: 4.12 / Avg: 4.42 / Max: 5.06Min: 4.65 / Avg: 4.68 / Max: 4.72Min: 7.31 / Avg: 7.36 / Max: 7.42Min: 7.33 / Avg: 7.47 / Max: 7.72Min: 7.21 / Avg: 7.48 / Max: 7.81Min: 6.22 / Avg: 7.58 / Max: 9.31Min: 6.16 / Avg: 7.6 / Max: 9.11Min: 7.73 / Avg: 8.43 / Max: 9.1Min: 7.5 / Avg: 8.95 / Max: 10Min: 34.75 / Avg: 35.13 / Max: 35.51. (CXX) g++ options: -rdynamic

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 Platinum 8375C NUMA off2 x Xeon Platinum 8375C2 x Xeon Platinum 8490H SNC 22 x Xeon Platinum 82802 x Xeon Platinum 8272CL2 x Xeon Platinum 8272CL NUMA offXeon Platinum 8375C2 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA offXeon Platinum 8280Xeon Platinum 8272CLXeon W-3275MEPYC 2 7R32Xeon Platinum 8259CL20406080100SE +/- 0.00, N = 15SE +/- 1.45, N = 12SE +/- 1.15, N = 15SE +/- 0.00, N = 12SE +/- 0.00, N = 12SE +/- 0.00, N = 12SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.60, N = 3SE +/- 0.00, N = 12111.11108.3396.9771.4371.4371.4362.5062.5062.5042.8740.0040.0040.0037.04MIN: 76.92MIN: 22.22 / MAX: 111.11MIN: 16.13 / MAX: 166.67MIN: 15.87 / MAX: 76.92MIN: 19.23MIN: 58.82MIN: 58.82 / MAX: 66.67MIN: 18.52 / MAX: 66.67MIN: 58.82 / MAX: 66.67MIN: 38.46 / MAX: 43.48MIN: 34.48 / MAX: 41.67MIN: 37.04MIN: 38.46 / MAX: 41.67MIN: 33.33
OpenBenchmarking.orgFPS, More Is BetterOSPray 1.8.5Demo: Magnetic Reconnection - Renderer: SciVis2 x Xeon Platinum 8375C NUMA off2 x Xeon Platinum 8375C2 x Xeon Platinum 8490H SNC 22 x Xeon Platinum 82802 x Xeon Platinum 8272CL2 x Xeon Platinum 8272CL NUMA offXeon Platinum 8375C2 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA offXeon Platinum 8280Xeon Platinum 8272CLXeon W-3275MEPYC 2 7R32Xeon Platinum 8259CL20406080100Min: 111.11 / Avg: 111.11 / Max: 111.11Min: 100 / Avg: 108.33 / Max: 111.11Min: 90.91 / Avg: 96.97 / Max: 100Min: 71.43 / Avg: 71.43 / Max: 71.43Min: 71.43 / Avg: 71.43 / Max: 71.43Min: 71.43 / Avg: 71.43 / Max: 71.43Min: 62.5 / Avg: 62.5 / Max: 62.5Min: 62.5 / Avg: 62.5 / Max: 62.5Min: 62.5 / Avg: 62.5 / Max: 62.5Min: 41.67 / Avg: 42.87 / Max: 43.48Min: 37.04 / Avg: 37.04 / Max: 37.04

DaCapo Benchmark

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

OpenBenchmarking.orgmsec, Fewer Is BetterDaCapo Benchmark 9.12-MR1Java Test: JythonXeon W-3275MXeon Platinum 82802 x Xeon Platinum 8280Xeon Platinum 8272CLXeon Platinum 8259CL2 x Xeon Platinum 8272CL2 x Xeon Platinum 8272CL NUMA offXeon Platinum 8375C2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CLEPYC 2 7R322 x Xeon Platinum 8375C2 x Xeon Platinum 8375C NUMA off2 x Xeon Platinum 8490H SNC 212002400360048006000SE +/- 10.08, N = 4SE +/- 15.39, N = 4SE +/- 19.30, N = 4SE +/- 15.06, N = 4SE +/- 22.03, N = 4SE +/- 37.95, N = 4SE +/- 25.41, N = 4SE +/- 7.82, N = 4SE +/- 11.32, N = 4SE +/- 56.00, N = 4SE +/- 10.59, N = 4SE +/- 24.79, N = 4SE +/- 43.39, N = 4SE +/- 122.42, N = 2043214547471147865012501350375112516151725246533854005547
OpenBenchmarking.orgmsec, Fewer Is BetterDaCapo Benchmark 9.12-MR1Java Test: JythonXeon W-3275MXeon Platinum 82802 x Xeon Platinum 8280Xeon Platinum 8272CLXeon Platinum 8259CL2 x Xeon Platinum 8272CL2 x Xeon Platinum 8272CL NUMA offXeon Platinum 8375C2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CLEPYC 2 7R322 x Xeon Platinum 8375C2 x Xeon Platinum 8375C NUMA off2 x Xeon Platinum 8490H SNC 210002000300040005000Min: 4296 / Avg: 4321.25 / Max: 4344Min: 4516 / Avg: 4547.25 / Max: 4583Min: 4673 / Avg: 4710.5 / Max: 4755Min: 4761 / Avg: 4786 / Max: 4827Min: 4968 / Avg: 5012 / Max: 5072Min: 4928 / Avg: 5013 / Max: 5112Min: 4982 / Avg: 5036.5 / Max: 5099Min: 5097 / Avg: 5112 / Max: 5134Min: 5129 / Avg: 5161.25 / Max: 5182Min: 5064 / Avg: 5172 / Max: 5327Min: 5217 / Avg: 5246 / Max: 5267Min: 5277 / Avg: 5337.75 / Max: 5396Min: 5282 / Avg: 5400.25 / Max: 5490Min: 3572 / Avg: 5546.65 / Max: 5998

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 Platinum 8490H SNC 2Xeon Platinum 82802 x Xeon Platinum 8375C2 x Xeon Platinum 82802 x Xeon Platinum 8375C NUMA offXeon Platinum 8375CXeon W-3275MEPYC 2 7R32Xeon Platinum 8272CL2 x Xeon Platinum 8272CL2 x Xeon Platinum 8272CL NUMA offXeon Platinum 8259CL2 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA off3691215SE +/- 0.089, N = 13SE +/- 0.042, N = 3SE +/- 0.032, N = 3SE +/- 0.122, N = 3SE +/- 0.058, N = 3SE +/- 0.053, N = 3SE +/- 0.035, N = 3SE +/- 0.037, N = 3SE +/- 0.026, N = 3SE +/- 0.025, N = 3SE +/- 0.047, N = 3SE +/- 0.056, N = 3SE +/- 0.039, N = 3SE +/- 0.043, N = 37.1659.1279.3329.3929.4729.5669.66110.41911.21211.76312.05512.08812.45912.954
OpenBenchmarking.orgSeconds, Fewer Is BetterScikit-Learn 0.22.12 x Xeon Platinum 8490H SNC 2Xeon Platinum 82802 x Xeon Platinum 8375C2 x Xeon Platinum 82802 x Xeon Platinum 8375C NUMA offXeon Platinum 8375CXeon W-3275MEPYC 2 7R32Xeon Platinum 8272CL2 x Xeon Platinum 8272CL2 x Xeon Platinum 8272CL NUMA offXeon Platinum 8259CL2 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA off48121620Min: 7.03 / Avg: 7.17 / Max: 8.24Min: 9.06 / Avg: 9.13 / Max: 9.2Min: 9.27 / Avg: 9.33 / Max: 9.37Min: 9.19 / Avg: 9.39 / Max: 9.61Min: 9.36 / Avg: 9.47 / Max: 9.55Min: 9.5 / Avg: 9.57 / Max: 9.67Min: 9.62 / Avg: 9.66 / Max: 9.73Min: 10.37 / Avg: 10.42 / Max: 10.49Min: 11.17 / Avg: 11.21 / Max: 11.26Min: 11.72 / Avg: 11.76 / Max: 11.8Min: 11.97 / Avg: 12.06 / Max: 12.14Min: 12 / Avg: 12.09 / Max: 12.19Min: 12.39 / Avg: 12.46 / Max: 12.53Min: 12.91 / Avg: 12.95 / Max: 13.04

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 1080pEPYC 2 7R32Xeon W-3275MXeon Platinum 8375CXeon Platinum 8280Xeon Platinum 8259CLXeon Platinum 8272CL2 x Xeon Platinum 8375C2 x Xeon Platinum 8375C NUMA off2 x Xeon Platinum 82802 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8272CL NUMA off2 x Xeon Platinum 8272CL60120180240300SE +/- 2.49, N = 3SE +/- 0.97, N = 3SE +/- 1.70, N = 3SE +/- 3.65, N = 4SE +/- 1.36, N = 3SE +/- 9.84, N = 12SE +/- 2.02, N = 13SE +/- 3.68, N = 15SE +/- 2.89, N = 4SE +/- 8.04, N = 12SE +/- 8.15, N = 12SE +/- 8.26, N = 12SE +/- 7.67, N = 13291.17282.18266.29265.40256.24256.02249.76243.24233.17229.91229.53227.90227.891. (CC) gcc options: -fPIE -fPIC -fvisibility=hidden -O3 -pie -rdynamic -lpthread -lrt -lm
OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-VP9 0.1Tuning: Visual Quality Optimized - Input: Bosphorus 1080pEPYC 2 7R32Xeon W-3275MXeon Platinum 8375CXeon Platinum 8280Xeon Platinum 8259CLXeon Platinum 8272CL2 x Xeon Platinum 8375C2 x Xeon Platinum 8375C NUMA off2 x Xeon Platinum 82802 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8272CL NUMA off2 x Xeon Platinum 8272CL50100150200250Min: 287.36 / Avg: 291.17 / Max: 295.86Min: 280.37 / Avg: 282.18 / Max: 283.69Min: 264.2 / Avg: 266.29 / Max: 269.66Min: 259.74 / Avg: 265.4 / Max: 276.12Min: 254.78 / Avg: 256.24 / Max: 258.96Min: 148.96 / Avg: 256.02 / Max: 274.47Min: 235.66 / Avg: 249.76 / Max: 262.35Min: 227.36 / Avg: 243.24 / Max: 270.88Min: 225.23 / Avg: 233.17 / Max: 238.28Min: 141.91 / Avg: 229.91 / Max: 243.9Min: 142.25 / Avg: 229.53 / Max: 246.81Min: 137.87 / Avg: 227.9 / Max: 243.21Min: 140.61 / Avg: 227.89 / Max: 242.521. (CC) gcc options: -fPIE -fPIC -fvisibility=hidden -O3 -pie -rdynamic -lpthread -lrt -lm

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 W-3275MXeon Platinum 8272CL2 x Xeon Platinum 8272CL NUMA off2 x Xeon Platinum 8272CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CLXeon Platinum 8259CL6K12K18K24K30KSE +/- 105.54, N = 3SE +/- 3.98, N = 3SE +/- 5.31, N = 3SE +/- 4.10, N = 3SE +/- 0.70, N = 3SE +/- 6.86, N = 3SE +/- 8.73, N = 326298.7720556.9620554.9220553.0520231.5820225.1820221.251. (CXX) g++ options: -march=native -O3 -lpthread
OpenBenchmarking.orgMiB/sec, More Is BetterSMHasher 2020-02-29Hash: wyhashXeon W-3275MXeon Platinum 8272CL2 x Xeon Platinum 8272CL NUMA off2 x Xeon Platinum 8272CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CLXeon Platinum 8259CL5K10K15K20K25KMin: 26187.34 / Avg: 26298.77 / Max: 26509.74Min: 20550.28 / Avg: 20556.96 / Max: 20564.04Min: 20546.12 / Avg: 20554.92 / Max: 20564.47Min: 20548.94 / Avg: 20553.05 / Max: 20561.25Min: 20230.77 / Avg: 20231.58 / Max: 20232.97Min: 20211.48 / Avg: 20225.18 / Max: 20232.59Min: 20204.57 / Avg: 20221.25 / Max: 20234.081. (CXX) g++ options: -march=native -O3 -lpthread

OpenBenchmarking.orgcycles/hash, Fewer Is BetterSMHasher 2020-02-29Hash: wyhashXeon W-3275M2 x Xeon Platinum 8280Xeon Platinum 82802 x Xeon Platinum 8272CL2 x Xeon Platinum 8272CL NUMA offXeon Platinum 8272CL2 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA offXeon Platinum 8259CL612182430SE +/- 0.03, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 318.5122.6822.6823.6523.6723.6824.1524.1524.191. (CXX) g++ options: -march=native -O3 -lpthread
OpenBenchmarking.orgcycles/hash, Fewer Is BetterSMHasher 2020-02-29Hash: wyhashXeon W-3275M2 x Xeon Platinum 8280Xeon Platinum 82802 x Xeon Platinum 8272CL2 x Xeon Platinum 8272CL NUMA offXeon Platinum 8272CL2 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA offXeon Platinum 8259CL612182430Min: 18.45 / Avg: 18.51 / Max: 18.56Min: 22.68 / Avg: 22.68 / Max: 22.68Min: 22.68 / Avg: 22.68 / Max: 22.68Min: 23.65 / Avg: 23.65 / Max: 23.65Min: 23.66 / Avg: 23.67 / Max: 23.68Min: 23.66 / Avg: 23.68 / Max: 23.7Min: 24.15 / Avg: 24.15 / Max: 24.15Min: 24.15 / Avg: 24.15 / Max: 24.16Min: 24.17 / Avg: 24.19 / Max: 24.211. (CXX) g++ options: -march=native -O3 -lpthread

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 Platinum 8375C2 x Xeon Platinum 8375C NUMA off2 x Xeon Platinum 8490H SNC 2EPYC 2 7R322 x Xeon Platinum 82802 x Xeon Platinum 8272CL NUMA off2 x Xeon Platinum 8272CL2 x Xeon Platinum 8259CL NUMA offXeon Platinum 8375C2 x Xeon Platinum 8259CLXeon Platinum 8280Xeon W-3275MXeon Platinum 8272CLXeon Platinum 8259CL48121620SE +/- 0.02429, N = 3SE +/- 0.06608, N = 3SE +/- 0.04891, N = 3SE +/- 0.05445, N = 3SE +/- 0.11249, N = 3SE +/- 0.00398, N = 3SE +/- 0.10478, N = 3SE +/- 0.05235, N = 3SE +/- 0.01484, N = 3SE +/- 0.05659, N = 3SE +/- 0.03914, N = 3SE +/- 0.05256, N = 3SE +/- 0.04470, N = 3SE +/- 0.03318, N = 36.056686.117907.638237.674557.827068.347448.667919.090739.213659.2621712.6863012.7104013.8818014.80460-march=core2 -mno-sse4.1 -mno-sse4.2 -mno-sse4a -mno-fma -mno-bmi2 -mno-avx512f -mno-avx512vl -mno-avx512cd -mno-avx512dq -mno-avx512bw -lpthread-march=core2 -mno-sse4.1 -mno-sse4.2 -mno-sse4a -mno-fma -mno-bmi2 -mno-avx512f -mno-avx512vl -mno-avx512cd -mno-avx512dq -mno-avx512bw -lpthread-march=core2 -mno-sse4.1 -mno-sse4.2 -mno-sse4a -mno-fma -mno-bmi2 -mno-avx512f -mno-avx512vl -mno-avx512cd -mno-avx512dq -mno-avx512bw-march=znver1 -msse4.1 -msse4.2 -msse4a -mfma -mbmi2 -mno-avx512f -mno-avx512vl -mno-avx512cd -mno-avx512dq -mno-avx512bw -lpthread-msse4.1 -msse4.2 -mfma -mbmi2 -mavx512f -mavx512vl -mavx512cd -mavx512dq -mavx512bw -mno-sse4a -lpthread-msse4.1 -msse4.2 -mfma -mbmi2 -mavx512f -mavx512vl -mavx512cd -mavx512dq -mavx512bw -mno-sse4a -lpthread-msse4.1 -msse4.2 -mfma -mbmi2 -mavx512f -mavx512vl -mavx512cd -mavx512dq -mavx512bw -mno-sse4a -lpthread-msse4.1 -msse4.2 -mfma -mbmi2 -mavx512f -mavx512vl -mavx512cd -mavx512dq -mavx512bw -mno-sse4a -lpthread-march=core2 -mno-sse4.1 -mno-sse4.2 -mno-sse4a -mno-fma -mno-bmi2 -mno-avx512f -mno-avx512vl -mno-avx512cd -mno-avx512dq -mno-avx512bw -lpthread-msse4.1 -msse4.2 -mfma -mbmi2 -mavx512f -mavx512vl -mavx512cd -mavx512dq -mavx512bw -mno-sse4a -lpthread-msse4.1 -msse4.2 -mfma -mbmi2 -mavx512f -mavx512vl -mavx512cd -mavx512dq -mavx512bw -mno-sse4a -lpthread-msse4.1 -msse4.2 -mfma -mbmi2 -mavx512f -mavx512vl -mavx512cd -mavx512dq -mavx512bw -mno-sse4a -ljpeg -lpthread-msse4.1 -msse4.2 -mfma -mbmi2 -mavx512f -mavx512vl -mavx512cd -mavx512dq -mavx512bw -mno-sse4a -lpthread-msse4.1 -msse4.2 -mfma -mbmi2 -mavx512f -mavx512vl -mavx512cd -mavx512dq -mavx512bw -mno-sse4a -lpthread1. (CXX) g++ options: -std=c++0x -msse2 -msse3 -mssse3 -mno-avx -mno-avx2 -mno-xop -mno-fma4 -mno-avx512pf -mno-avx512er -mno-avx512ifma -mno-avx512vbmi -fstrict-aliasing -O3 -rdynamic -ldl
OpenBenchmarking.orgSeconds, Fewer Is BetterTungsten Renderer 0.2.2Scene: Hair2 x Xeon Platinum 8375C2 x Xeon Platinum 8375C NUMA off2 x Xeon Platinum 8490H SNC 2EPYC 2 7R322 x Xeon Platinum 82802 x Xeon Platinum 8272CL NUMA off2 x Xeon Platinum 8272CL2 x Xeon Platinum 8259CL NUMA offXeon Platinum 8375C2 x Xeon Platinum 8259CLXeon Platinum 8280Xeon W-3275MXeon Platinum 8272CLXeon Platinum 8259CL48121620Min: 6.02 / Avg: 6.06 / Max: 6.1Min: 6.01 / Avg: 6.12 / Max: 6.24Min: 7.57 / Avg: 7.64 / Max: 7.73Min: 7.61 / Avg: 7.67 / Max: 7.78Min: 7.63 / Avg: 7.83 / Max: 8.02Min: 8.34 / Avg: 8.35 / Max: 8.36Min: 8.47 / Avg: 8.67 / Max: 8.82Min: 8.99 / Avg: 9.09 / Max: 9.17Min: 9.19 / Avg: 9.21 / Max: 9.24Min: 9.18 / Avg: 9.26 / Max: 9.37Min: 12.63 / Avg: 12.69 / Max: 12.76Min: 12.64 / Avg: 12.71 / Max: 12.81Min: 13.8 / Avg: 13.88 / Max: 13.95Min: 14.74 / Avg: 14.8 / Max: 14.841. (CXX) g++ options: -std=c++0x -msse2 -msse3 -mssse3 -mno-avx -mno-avx2 -mno-xop -mno-fma4 -mno-avx512pf -mno-avx512er -mno-avx512ifma -mno-avx512vbmi -fstrict-aliasing -O3 -rdynamic -ldl

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 Platinum 8490H SNC 22 x Xeon Platinum 8375C NUMA off2 x Xeon Platinum 8375C2 x Xeon Platinum 82802 x Xeon Platinum 8272CL2 x Xeon Platinum 8272CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA offEPYC 2 7R32Xeon Platinum 8375CXeon Platinum 8280Xeon W-3275MXeon Platinum 8272CLXeon Platinum 8259CL714212835SE +/- 0.62, N = 15SE +/- 0.92, N = 15SE +/- 0.81, N = 15SE +/- 0.25, N = 14SE +/- 0.26, N = 6SE +/- 0.12, N = 3SE +/- 0.33, N = 3SE +/- 0.32, N = 3SE +/- 0.37, N = 15SE +/- 0.44, N = 15SE +/- 0.19, N = 3SE +/- 0.13, N = 15SE +/- 0.03, N = 3SE +/- 0.08, N = 329.9927.3525.9824.7923.4322.6722.5421.8920.8215.9015.3114.5614.0113.04-lpng -lz-lpng -lz-ljpeg -lpng -lz1. (CXX) g++ options: -O3 -rdynamic -lfftw3 -lm
OpenBenchmarking.orgns/day, More Is BetterLAMMPS Molecular Dynamics Simulator 9Jan2020Model: Rhodopsin Protein2 x Xeon Platinum 8490H SNC 22 x Xeon Platinum 8375C NUMA off2 x Xeon Platinum 8375C2 x Xeon Platinum 82802 x Xeon Platinum 8272CL2 x Xeon Platinum 8272CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA offEPYC 2 7R32Xeon Platinum 8375CXeon Platinum 8280Xeon W-3275MXeon Platinum 8272CLXeon Platinum 8259CL714212835Min: 26.21 / Avg: 29.99 / Max: 35.15Min: 21.97 / Avg: 27.34 / Max: 33.41Min: 21.7 / Avg: 25.98 / Max: 31.16Min: 22 / Avg: 24.79 / Max: 25.33Min: 22.16 / Avg: 23.43 / Max: 23.85Min: 22.43 / Avg: 22.67 / Max: 22.82Min: 21.87 / Avg: 22.54 / Max: 22.9Min: 21.24 / Avg: 21.89 / Max: 22.21Min: 19.29 / Avg: 20.82 / Max: 24.09Min: 13.72 / Avg: 15.9 / Max: 18.63Min: 14.94 / Avg: 15.31 / Max: 15.57Min: 13.46 / Avg: 14.56 / Max: 15.2Min: 13.97 / Avg: 14.01 / Max: 14.06Min: 12.93 / Avg: 13.04 / Max: 13.21. (CXX) g++ options: -O3 -rdynamic -lfftw3 -lm

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 Platinum 8490H SNC 2Xeon Platinum 8375C2 x Xeon Platinum 8272CL2 x Xeon Platinum 82802 x Xeon Platinum 8259CL2 x Xeon Platinum 8272CL NUMA off2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8375C2 x Xeon Platinum 8375C NUMA offXeon Platinum 8280Xeon Platinum 8272CLEPYC 2 7R32Xeon Platinum 8259CLXeon W-3275M1224364860SE +/- 2.56, N = 12SE +/- 0.26, N = 15SE +/- 0.14, N = 3SE +/- 0.17, N = 3SE +/- 0.12, N = 3SE +/- 0.18, N = 3SE +/- 0.21, N = 3SE +/- 0.30, N = 10SE +/- 0.32, N = 9SE +/- 0.02, N = 3SE +/- 0.11, N = 3SE +/- 0.04, N = 3SE +/- 0.07, N = 3SE +/- 0.30, N = 353.5036.5635.5234.4933.8933.5733.1032.9632.2931.1030.2228.7127.9927.35
OpenBenchmarking.orgImages / Sec, More Is BetterIntel Open Image Denoise 1.0.0Scene: Memorial2 x Xeon Platinum 8490H SNC 2Xeon Platinum 8375C2 x Xeon Platinum 8272CL2 x Xeon Platinum 82802 x Xeon Platinum 8259CL2 x Xeon Platinum 8272CL NUMA off2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8375C2 x Xeon Platinum 8375C NUMA offXeon Platinum 8280Xeon Platinum 8272CLEPYC 2 7R32Xeon Platinum 8259CLXeon W-3275M1122334455Min: 26.51 / Avg: 53.5 / Max: 60.27Min: 33.09 / Avg: 36.56 / Max: 37.78Min: 35.29 / Avg: 35.52 / Max: 35.78Min: 34.19 / Avg: 34.49 / Max: 34.76Min: 33.73 / Avg: 33.89 / Max: 34.13Min: 33.23 / Avg: 33.57 / Max: 33.83Min: 32.73 / Avg: 33.1 / Max: 33.44Min: 30.54 / Avg: 32.96 / Max: 34Min: 29.82 / Avg: 32.29 / Max: 32.84Min: 31.07 / Avg: 31.1 / Max: 31.12Min: 30.08 / Avg: 30.22 / Max: 30.43Min: 28.63 / Avg: 28.71 / Max: 28.76Min: 27.92 / Avg: 27.99 / Max: 28.13Min: 26.86 / Avg: 27.35 / Max: 27.91

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 Platinum 8375C2 x Xeon Platinum 8375C NUMA off2 x Xeon Platinum 82802 x Xeon Platinum 8272CL2 x Xeon Platinum 8259CLXeon Platinum 8375CEPYC 2 7R322 x Xeon Platinum 8272CL NUMA off2 x Xeon Platinum 8259CL NUMA offXeon Platinum 8280Xeon W-3275MXeon Platinum 8272CLXeon Platinum 8259CL20K40K60K80K100KSE +/- 1012.46, N = 3SE +/- 131.11, N = 3SE +/- 860.82, N = 5SE +/- 229.09, N = 3SE +/- 304.73, N = 3SE +/- 926.87, N = 15SE +/- 796.48, N = 3SE +/- 31.00, N = 3SE +/- 420.94, N = 3SE +/- 129.93, N = 3SE +/- 40.04, N = 3SE +/- 23.88, N = 3SE +/- 114.90, N = 3111939.6282390.2469175.1266470.5663393.3550840.7649330.1545188.2343490.1537089.0535376.1134708.6033490.031. (F9X) gfortran options: -O3 -march=native -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi2. 2 x Xeon Platinum 8375C: Open MPI 3.1.33. 2 x Xeon Platinum 8375C NUMA off: Open MPI 3.1.34. 2 x Xeon Platinum 8280: Open MPI 4.0.3rc45. 2 x Xeon Platinum 8272CL: Open MPI 3.1.36. 2 x Xeon Platinum 8259CL: Open MPI 3.1.37. Xeon Platinum 8375C: Open MPI 3.1.38. EPYC 2 7R32: Open MPI 3.1.39. 2 x Xeon Platinum 8272CL NUMA off: Open MPI 3.1.310. 2 x Xeon Platinum 8259CL NUMA off: Open MPI 3.1.311. Xeon Platinum 8280: Open MPI 4.0.3rc412. Xeon W-3275M: Open MPI 3.1.313. Xeon Platinum 8272CL: Open MPI 3.1.314. Xeon Platinum 8259CL: Open MPI 3.1.3
OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: MG.C2 x Xeon Platinum 8375C2 x Xeon Platinum 8375C NUMA off2 x Xeon Platinum 82802 x Xeon Platinum 8272CL2 x Xeon Platinum 8259CLXeon Platinum 8375CEPYC 2 7R322 x Xeon Platinum 8272CL NUMA off2 x Xeon Platinum 8259CL NUMA offXeon Platinum 8280Xeon W-3275MXeon Platinum 8272CLXeon Platinum 8259CL20K40K60K80K100KMin: 109919.02 / Avg: 111939.62 / Max: 113064.39Min: 82211.79 / Avg: 82390.24 / Max: 82645.85Min: 65816.37 / Avg: 69175.12 / Max: 70473.32Min: 66023.54 / Avg: 66470.56 / Max: 66781.12Min: 62936.33 / Avg: 63393.35 / Max: 63971.05Min: 46001.1 / Avg: 50840.76 / Max: 54882.71Min: 47737.23 / Avg: 49330.15 / Max: 50135.69Min: 45133.7 / Avg: 45188.23 / Max: 45241.04Min: 42703.26 / Avg: 43490.15 / Max: 44142.79Min: 36871.31 / Avg: 37089.05 / Max: 37320.74Min: 35296.05 / Avg: 35376.11 / Max: 35417.16Min: 34680.36 / Avg: 34708.6 / Max: 34756.07Min: 33260.27 / Avg: 33490.03 / Max: 33608.131. (F9X) gfortran options: -O3 -march=native -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi2. 2 x Xeon Platinum 8375C: Open MPI 3.1.33. 2 x Xeon Platinum 8375C NUMA off: Open MPI 3.1.34. 2 x Xeon Platinum 8280: Open MPI 4.0.3rc45. 2 x Xeon Platinum 8272CL: Open MPI 3.1.36. 2 x Xeon Platinum 8259CL: Open MPI 3.1.37. Xeon Platinum 8375C: Open MPI 3.1.38. EPYC 2 7R32: Open MPI 3.1.39. 2 x Xeon Platinum 8272CL NUMA off: Open MPI 3.1.310. 2 x Xeon Platinum 8259CL NUMA off: Open MPI 3.1.311. Xeon Platinum 8280: Open MPI 4.0.3rc412. Xeon W-3275M: Open MPI 3.1.313. Xeon Platinum 8272CL: Open MPI 3.1.314. Xeon Platinum 8259CL: Open MPI 3.1.3

OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: EP.C2 x Xeon Platinum 8375C NUMA off2 x Xeon Platinum 8375C2 x Xeon Platinum 82802 x Xeon Platinum 8272CL2 x Xeon Platinum 8272CL NUMA off2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CLXeon Platinum 8375CEPYC 2 7R32Xeon Platinum 8280Xeon W-3275MXeon Platinum 8272CLXeon Platinum 8259CL14002800420056007000SE +/- 138.06, N = 15SE +/- 202.13, N = 15SE +/- 88.25, N = 3SE +/- 25.51, N = 3SE +/- 40.42, N = 3SE +/- 34.33, N = 3SE +/- 77.32, N = 3SE +/- 107.97, N = 15SE +/- 31.12, N = 3SE +/- 44.67, N = 3SE +/- 40.50, N = 3SE +/- 17.03, N = 3SE +/- 14.22, N = 36744.576352.446104.945763.375667.765059.025052.634003.823485.993194.183025.112974.152641.321. (F9X) gfortran options: -O3 -march=native -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi2. 2 x Xeon Platinum 8375C NUMA off: Open MPI 3.1.33. 2 x Xeon Platinum 8375C: Open MPI 3.1.34. 2 x Xeon Platinum 8280: Open MPI 4.0.3rc45. 2 x Xeon Platinum 8272CL: Open MPI 3.1.36. 2 x Xeon Platinum 8272CL NUMA off: Open MPI 3.1.37. 2 x Xeon Platinum 8259CL NUMA off: Open MPI 3.1.38. 2 x Xeon Platinum 8259CL: Open MPI 3.1.39. Xeon Platinum 8375C: Open MPI 3.1.310. EPYC 2 7R32: Open MPI 3.1.311. Xeon Platinum 8280: Open MPI 4.0.3rc412. Xeon W-3275M: Open MPI 3.1.313. Xeon Platinum 8272CL: Open MPI 3.1.314. Xeon Platinum 8259CL: Open MPI 3.1.3
OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: EP.C2 x Xeon Platinum 8375C NUMA off2 x Xeon Platinum 8375C2 x Xeon Platinum 82802 x Xeon Platinum 8272CL2 x Xeon Platinum 8272CL NUMA off2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CLXeon Platinum 8375CEPYC 2 7R32Xeon Platinum 8280Xeon W-3275MXeon Platinum 8272CLXeon Platinum 8259CL12002400360048006000Min: 5514.36 / Avg: 6744.57 / Max: 7403.17Min: 5228.02 / Avg: 6352.44 / Max: 7281.52Min: 5932.36 / Avg: 6104.94 / Max: 6223.27Min: 5712.65 / Avg: 5763.37 / Max: 5793.56Min: 5590.01 / Avg: 5667.76 / Max: 5725.84Min: 4995.12 / Avg: 5059.02 / Max: 5112.71Min: 4898.09 / Avg: 5052.63 / Max: 5134.94Min: 3046.25 / Avg: 4003.82 / Max: 4499.2Min: 3424.02 / Avg: 3485.99 / Max: 3521.98Min: 3104.97 / Avg: 3194.18 / Max: 3242.83Min: 2944.61 / Avg: 3025.11 / Max: 3073.1Min: 2951.77 / Avg: 2974.15 / Max: 3007.58Min: 2613.87 / Avg: 2641.32 / Max: 2661.461. (F9X) gfortran options: -O3 -march=native -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi2. 2 x Xeon Platinum 8375C NUMA off: Open MPI 3.1.33. 2 x Xeon Platinum 8375C: Open MPI 3.1.34. 2 x Xeon Platinum 8280: Open MPI 4.0.3rc45. 2 x Xeon Platinum 8272CL: Open MPI 3.1.36. 2 x Xeon Platinum 8272CL NUMA off: Open MPI 3.1.37. 2 x Xeon Platinum 8259CL NUMA off: Open MPI 3.1.38. 2 x Xeon Platinum 8259CL: Open MPI 3.1.39. Xeon Platinum 8375C: Open MPI 3.1.310. EPYC 2 7R32: Open MPI 3.1.311. Xeon Platinum 8280: Open MPI 4.0.3rc412. Xeon W-3275M: Open MPI 3.1.313. Xeon Platinum 8272CL: Open MPI 3.1.314. Xeon Platinum 8259CL: Open MPI 3.1.3

Nettle

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

OpenBenchmarking.orgMbyte/s, More Is BetterNettle 3.5.1Test: aes256Xeon Platinum 8375C2 x Xeon Platinum 8375C2 x Xeon Platinum 8375C NUMA offXeon W-3275M2 x Xeon Platinum 8280Xeon Platinum 82802 x Xeon Platinum 8272CL NUMA off2 x Xeon Platinum 8272CLXeon Platinum 8272CL2 x Xeon Platinum 8259CL NUMA offXeon Platinum 8259CL2 x Xeon Platinum 8259CLEPYC 2 7R322K4K6K8K10KSE +/- 9.18, N = 3SE +/- 15.44, N = 3SE +/- 31.31, N = 3SE +/- 39.45, N = 3SE +/- 3.29, N = 3SE +/- 7.98, N = 3SE +/- 2.12, N = 3SE +/- 5.48, N = 3SE +/- 9.93, N = 3SE +/- 5.89, N = 3SE +/- 20.53, N = 3SE +/- 24.71, N = 3SE +/- 0.67, N = 38052.908044.398007.347070.606320.006313.165852.825852.225830.305523.315517.025513.084665.33MIN: 5267.38 / MAX: 13669.67MIN: 5265.65 / MAX: 13663.69MIN: 5102.53 / MAX: 13668.47MIN: 4721.3 / MAX: 11806.11MIN: 4254.97 / MAX: 10469.4MIN: 4256.89 / MAX: 10467.36MIN: 3956.27 / MAX: 9681.61MIN: 3943.77 / MAX: 9693.14MIN: 3880.03 / MAX: 9687.65MIN: 3739.77 / MAX: 9132.41MIN: 3740.26 / MAX: 9153.64MIN: 3744.15 / MAX: 9173.02MIN: 3372.31 / MAX: 7239.741. (CC) gcc options: -O2 -ggdb3 -lnettle -lgmp -lm -lcrypto
OpenBenchmarking.orgMbyte/s, More Is BetterNettle 3.5.1Test: aes256Xeon Platinum 8375C2 x Xeon Platinum 8375C2 x Xeon Platinum 8375C NUMA offXeon W-3275M2 x Xeon Platinum 8280Xeon Platinum 82802 x Xeon Platinum 8272CL NUMA off2 x Xeon Platinum 8272CLXeon Platinum 8272CL2 x Xeon Platinum 8259CL NUMA offXeon Platinum 8259CL2 x Xeon Platinum 8259CLEPYC 2 7R3214002800420056007000Min: 8034.68 / Avg: 8052.9 / Max: 8063.98Min: 8013.52 / Avg: 8044.39 / Max: 8060.02Min: 7945.38 / Avg: 8007.34 / Max: 8046.13Min: 6994.22 / Avg: 7070.6 / Max: 7125.93Min: 6313.64 / Avg: 6320 / Max: 6324.62Min: 6298.38 / Avg: 6313.16 / Max: 6325.78Min: 5848.68 / Avg: 5852.82 / Max: 5855.66Min: 5841.51 / Avg: 5852.22 / Max: 5859.64Min: 5814.5 / Avg: 5830.3 / Max: 5848.61Min: 5512.18 / Avg: 5523.31 / Max: 5532.23Min: 5475.95 / Avg: 5517.02 / Max: 5537.71Min: 5464.64 / Avg: 5513.08 / Max: 5545.74Min: 4664.01 / Avg: 4665.33 / Max: 4666.191. (CC) gcc options: -O2 -ggdb3 -lnettle -lgmp -lm -lcrypto

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 Platinum 8375C NUMA off2 x Xeon Platinum 8375C2 x Xeon Platinum 82802 x Xeon Platinum 8272CL2 x Xeon Platinum 8272CL NUMA off2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CLXeon Platinum 8375CXeon Platinum 8280Xeon Platinum 8272CLXeon W-3275MXeon Platinum 8259CL3691215SE +/- 0.03881, N = 8SE +/- 0.04017, N = 7SE +/- 0.00369, N = 3SE +/- 0.00318, N = 3SE +/- 0.00376, N = 3SE +/- 0.00526, N = 3SE +/- 0.00712, N = 3SE +/- 0.07400, N = 6SE +/- 0.00251, N = 3SE +/- 0.00016, N = 3SE +/- 0.03985, N = 3SE +/- 0.00210, N = 33.777693.783194.358174.494054.494644.856894.871946.071177.696058.316778.462739.37107MIN: 3.68MIN: 3.68MIN: 4.31MIN: 4.44MIN: 4.46MIN: 4.82MIN: 4.83MIN: 5.82MIN: 7.67MIN: 8.25MIN: 8.21MIN: 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: bf16bf16bf162 x Xeon Platinum 8375C NUMA off2 x Xeon Platinum 8375C2 x Xeon Platinum 82802 x Xeon Platinum 8272CL2 x Xeon Platinum 8272CL NUMA off2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CLXeon Platinum 8375CXeon Platinum 8280Xeon Platinum 8272CLXeon W-3275MXeon Platinum 8259CL3691215Min: 3.73 / Avg: 3.78 / Max: 4.05Min: 3.74 / Avg: 3.78 / Max: 4.02Min: 4.35 / Avg: 4.36 / Max: 4.36Min: 4.49 / Avg: 4.49 / Max: 4.5Min: 4.49 / Avg: 4.49 / Max: 4.5Min: 4.85 / Avg: 4.86 / Max: 4.86Min: 4.86 / Avg: 4.87 / Max: 4.88Min: 5.98 / Avg: 6.07 / Max: 6.44Min: 7.69 / Avg: 7.7 / Max: 7.7Min: 8.32 / Avg: 8.32 / Max: 8.32Min: 8.39 / Avg: 8.46 / Max: 8.53Min: 9.37 / Avg: 9.37 / Max: 9.371. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl

Nettle

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

OpenBenchmarking.orgMbyte/s, More Is BetterNettle 3.5.1Test: sha512Xeon W-3275MXeon Platinum 82802 x Xeon Platinum 8280EPYC 2 7R322 x Xeon Platinum 8272CL NUMA off2 x Xeon Platinum 8272CLXeon Platinum 8272CL2 x Xeon Platinum 8375C2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CLXeon Platinum 8259CLXeon Platinum 8375C2 x Xeon Platinum 8375C NUMA off120240360480600SE +/- 2.72, N = 3SE +/- 0.15, N = 3SE +/- 0.97, N = 3SE +/- 0.28, N = 3SE +/- 0.20, N = 3SE +/- 0.19, N = 3SE +/- 1.50, N = 3SE +/- 9.89, N = 15SE +/- 1.80, N = 3SE +/- 2.61, N = 3SE +/- 2.12, N = 3SE +/- 0.08, N = 3SE +/- 0.13, N = 3550.93501.98500.98478.09465.40465.18462.78456.39438.23437.62436.73396.69396.531. (CC) gcc options: -O2 -ggdb3 -lnettle -lgmp -lm -lcrypto
OpenBenchmarking.orgMbyte/s, More Is BetterNettle 3.5.1Test: sha512Xeon W-3275MXeon Platinum 82802 x Xeon Platinum 8280EPYC 2 7R322 x Xeon Platinum 8272CL NUMA off2 x Xeon Platinum 8272CLXeon Platinum 8272CL2 x Xeon Platinum 8375C2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CLXeon Platinum 8259CLXeon Platinum 8375C2 x Xeon Platinum 8375C NUMA off100200300400500Min: 546.06 / Avg: 550.93 / Max: 555.47Min: 501.69 / Avg: 501.98 / Max: 502.15Min: 499.04 / Avg: 500.98 / Max: 501.99Min: 477.59 / Avg: 478.09 / Max: 478.54Min: 465.02 / Avg: 465.4 / Max: 465.67Min: 464.87 / Avg: 465.18 / Max: 465.54Min: 460.11 / Avg: 462.78 / Max: 465.31Min: 391.06 / Avg: 456.39 / Max: 479.03Min: 434.63 / Avg: 438.23 / Max: 440.18Min: 432.41 / Avg: 437.62 / Max: 440.54Min: 432.7 / Avg: 436.73 / Max: 439.88Min: 396.54 / Avg: 396.69 / Max: 396.79Min: 396.28 / Avg: 396.53 / Max: 396.691. (CC) gcc options: -O2 -ggdb3 -lnettle -lgmp -lm -lcrypto

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: f322 x Xeon Platinum 8375C NUMA off2 x Xeon Platinum 8375C2 x Xeon Platinum 82802 x Xeon Platinum 8272CL2 x Xeon Platinum 8272CL NUMA off2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CLXeon Platinum 8375CXeon Platinum 8280Xeon Platinum 8272CLXeon Platinum 8259CLEPYC 2 7R32Xeon W-3275M0.51191.02381.53572.04762.5595SE +/- 0.001131, N = 3SE +/- 0.000385, N = 3SE +/- 0.003732, N = 3SE +/- 0.003163, N = 3SE +/- 0.001856, N = 3SE +/- 0.003885, N = 3SE +/- 0.001182, N = 3SE +/- 0.005784, N = 3SE +/- 0.000323, N = 3SE +/- 0.002172, N = 3SE +/- 0.005714, N = 3SE +/- 0.006027, N = 3SE +/- 0.018012, N = 30.8510070.8525181.1360801.2512701.2529401.2639501.2664901.3409601.9627902.1658102.2005302.2047102.275260MIN: 0.83MIN: 0.83MIN: 1.1MIN: 1.22MIN: 1.22MIN: 1.24MIN: 1.24MIN: 1.3MIN: 1.95MIN: 2.07MIN: 2.17MIN: 2.14MIN: 2.121. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl
OpenBenchmarking.orgms, Fewer Is BetterMKL-DNN DNNL 1.1Harness: Deconvolution Batch deconv_3d - Data Type: f322 x Xeon Platinum 8375C NUMA off2 x Xeon Platinum 8375C2 x Xeon Platinum 82802 x Xeon Platinum 8272CL2 x Xeon Platinum 8272CL NUMA off2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CLXeon Platinum 8375CXeon Platinum 8280Xeon Platinum 8272CLXeon Platinum 8259CLEPYC 2 7R32Xeon W-3275M246810Min: 0.85 / Avg: 0.85 / Max: 0.85Min: 0.85 / Avg: 0.85 / Max: 0.85Min: 1.13 / Avg: 1.14 / Max: 1.14Min: 1.25 / Avg: 1.25 / Max: 1.26Min: 1.25 / Avg: 1.25 / Max: 1.26Min: 1.26 / Avg: 1.26 / Max: 1.27Min: 1.26 / Avg: 1.27 / Max: 1.27Min: 1.33 / Avg: 1.34 / Max: 1.35Min: 1.96 / Avg: 1.96 / Max: 1.96Min: 2.16 / Avg: 2.17 / Max: 2.17Min: 2.19 / Avg: 2.2 / Max: 2.21Min: 2.2 / Avg: 2.2 / Max: 2.22Min: 2.25 / Avg: 2.28 / Max: 2.311. (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 Platinum 8375C NUMA off2 x Xeon Platinum 8375CEPYC 2 7R32Xeon Platinum 8375C2 x Xeon Platinum 8272CL NUMA off2 x Xeon Platinum 8490H SNC 22 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 82802 x Xeon Platinum 8272CL2 x Xeon Platinum 8259CLXeon Platinum 8280Xeon Platinum 8272CLXeon Platinum 8259CLXeon W-3275M0.25650.5130.76951.0261.2825SE +/- 0.01, N = 3SE +/- 0.01, N = 15SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.04, N = 15SE +/- 0.00, N = 3SE +/- 0.02, N = 15SE +/- 0.02, N = 15SE +/- 0.03, N = 15SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.02, N = 150.330.350.360.510.610.610.630.690.710.780.961.051.111.141. (F9X) gfortran options: -O3 -march=native -funroll-loops -fopenmp
OpenBenchmarking.orgSeconds, Fewer Is BetterCloverLeafLagrangian-Eulerian Hydrodynamics2 x Xeon Platinum 8375C NUMA off2 x Xeon Platinum 8375CEPYC 2 7R32Xeon Platinum 8375C2 x Xeon Platinum 8272CL NUMA off2 x Xeon Platinum 8490H SNC 22 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 82802 x Xeon Platinum 8272CL2 x Xeon Platinum 8259CLXeon Platinum 8280Xeon Platinum 8272CLXeon Platinum 8259CLXeon W-3275M246810Min: 0.32 / Avg: 0.33 / Max: 0.34Min: 0.31 / Avg: 0.35 / Max: 0.47Min: 0.35 / Avg: 0.36 / Max: 0.36Min: 0.51 / Avg: 0.51 / Max: 0.51Min: 0.6 / Avg: 0.61 / Max: 0.61Min: 0.54 / Avg: 0.61 / Max: 1.03Min: 0.63 / Avg: 0.63 / Max: 0.64Min: 0.53 / Avg: 0.69 / Max: 0.75Min: 0.52 / Avg: 0.71 / Max: 0.9Min: 0.59 / Avg: 0.78 / Max: 0.95Min: 0.96 / Avg: 0.96 / Max: 0.96Min: 1.05 / Avg: 1.05 / Max: 1.06Min: 1.11 / Avg: 1.11 / Max: 1.12Min: 1.04 / Avg: 1.14 / Max: 1.241. (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: chachaXeon W-3275M2 x Xeon Platinum 8280Xeon Platinum 82802 x Xeon Platinum 8272CL NUMA off2 x Xeon Platinum 8272CLXeon Platinum 8272CLXeon Platinum 8259CL2 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA offXeon Platinum 8375C2 x Xeon Platinum 8375C2 x Xeon Platinum 8375C NUMA offEPYC 2 7R3230060090012001500SE +/- 5.99, N = 3SE +/- 0.37, N = 3SE +/- 0.86, N = 3SE +/- 0.28, N = 3SE +/- 0.37, N = 3SE +/- 2.25, N = 3SE +/- 1.52, N = 3SE +/- 4.50, N = 3SE +/- 4.18, N = 3SE +/- 9.77, N = 3SE +/- 8.54, N = 3SE +/- 6.97, N = 3SE +/- 0.08, N = 31172.151051.941051.11975.08974.46970.38920.51917.75917.51822.11821.18815.18750.36MIN: 567.45 / MAX: 3234.29MIN: 535.04 / MAX: 2870.94MIN: 532.77 / MAX: 2871.25MIN: 495.02 / MAX: 2662.01MIN: 494.65 / MAX: 2659.52MIN: 491.16 / MAX: 2661.13MIN: 461.1 / MAX: 2517.2MIN: 461.99 / MAX: 2517.41MIN: 463.47 / MAX: 2517.16MIN: 419.2 / MAX: 2294.54MIN: 418.33 / MAX: 2284.8MIN: 418.76 / MAX: 2286.72MIN: 382.32 / MAX: 2047.211. (CC) gcc options: -O2 -ggdb3 -lnettle -lgmp -lm -lcrypto
OpenBenchmarking.orgMbyte/s, More Is BetterNettle 3.5.1Test: chachaXeon W-3275M2 x Xeon Platinum 8280Xeon Platinum 82802 x Xeon Platinum 8272CL NUMA off2 x Xeon Platinum 8272CLXeon Platinum 8272CLXeon Platinum 8259CL2 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA offXeon Platinum 8375C2 x Xeon Platinum 8375C2 x Xeon Platinum 8375C NUMA offEPYC 2 7R322004006008001000Min: 1160.25 / Avg: 1172.15 / Max: 1179.22Min: 1051.27 / Avg: 1051.94 / Max: 1052.56Min: 1049.66 / Avg: 1051.11 / Max: 1052.62Min: 974.53 / Avg: 975.08 / Max: 975.37Min: 973.75 / Avg: 974.46 / Max: 974.97Min: 965.97 / Avg: 970.38 / Max: 973.37Min: 917.48 / Avg: 920.51 / Max: 922.1Min: 908.75 / Avg: 917.75 / Max: 922.25Min: 909.16 / Avg: 917.5 / Max: 921.92Min: 802.56 / Avg: 822.11 / Max: 832.09Min: 804.09 / Avg: 821.18 / Max: 829.9Min: 807.25 / Avg: 815.18 / Max: 829.08Min: 750.2 / Avg: 750.36 / Max: 750.461. (CC) gcc options: -O2 -ggdb3 -lnettle -lgmp -lm -lcrypto

OpenBenchmarking.orgMbyte/s, More Is BetterNettle 3.5.1Test: poly1305-aesXeon W-3275M2 x Xeon Platinum 8280Xeon Platinum 8280Xeon Platinum 8272CL2 x Xeon Platinum 8272CL NUMA off2 x Xeon Platinum 8272CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CLXeon Platinum 8259CLEPYC 2 7R322 x Xeon Platinum 8375CXeon Platinum 8375C2 x Xeon Platinum 8375C NUMA off7001400210028003500SE +/- 24.77, N = 3SE +/- 1.10, N = 3SE +/- 0.87, N = 3SE +/- 12.97, N = 3SE +/- 2.42, N = 3SE +/- 3.72, N = 3SE +/- 0.36, N = 3SE +/- 15.23, N = 3SE +/- 12.50, N = 3SE +/- 0.71, N = 3SE +/- 35.93, N = 15SE +/- 2.47, N = 3SE +/- 2.03, N = 33207.982868.692867.482661.612657.682654.232516.872497.862492.482046.351963.031909.601909.431. (CC) gcc options: -O2 -ggdb3 -lnettle -lgmp -lm -lcrypto
OpenBenchmarking.orgMbyte/s, More Is BetterNettle 3.5.1Test: poly1305-aesXeon W-3275M2 x Xeon Platinum 8280Xeon Platinum 8280Xeon Platinum 8272CL2 x Xeon Platinum 8272CL NUMA off2 x Xeon Platinum 8272CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CLXeon Platinum 8259CLEPYC 2 7R322 x Xeon Platinum 8375CXeon Platinum 8375C2 x Xeon Platinum 8375C NUMA off6001200180024003000Min: 3158.5 / Avg: 3207.98 / Max: 3234.91Min: 2867.47 / Avg: 2868.69 / Max: 2870.88Min: 2866.43 / Avg: 2867.48 / Max: 2869.22Min: 2639 / Avg: 2661.61 / Max: 2683.91Min: 2652.88 / Avg: 2657.68 / Max: 2660.67Min: 2650.24 / Avg: 2654.23 / Max: 2661.67Min: 2516.19 / Avg: 2516.87 / Max: 2517.41Min: 2468.03 / Avg: 2497.86 / Max: 2518.09Min: 2467.78 / Avg: 2492.48 / Max: 2508.13Min: 2045.04 / Avg: 2046.35 / Max: 2047.5Min: 1903.07 / Avg: 1963.03 / Max: 2307.15Min: 1905.19 / Avg: 1909.6 / Max: 1913.74Min: 1905.39 / Avg: 1909.43 / Max: 1911.781. (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
PostgreSQL pgbench
MKL-DNN DNNL:
  Deconvolution Batch deconv_all - bf16bf16bf16
  Deconvolution Batch deconv_all - f32
PostgreSQL pgbench
Blender
Radiance Benchmark
Timed LLVM Compilation
Renaissance
Numpy Benchmark
Mlpack Benchmark
High Performance Conjugate Gradient
Blender
MKL-DNN DNNL:
  Convolution Batch conv_googlenet_v3 - u8s8f32
  Convolution Batch conv_googlenet_v3 - f32
Mlpack Benchmark
asmFish
Timed MrBayes Analysis
dav1d
Timed GDB GNU Debugger Compilation
Blender
MKL-DNN DNNL
LuxCoreRender
Appleseed
OSPray
Timed Linux Kernel Compilation
DeepSpeech
Appleseed
PyPerformance
OSPray
Chaos Group V-RAY
OSPray
PyPerformance
Blender
Renaissance
OSPray
Radiance Benchmark
Mlpack Benchmark
Build2
LuxCoreRender
Stockfish
John The Ripper
Renaissance
PyPerformance
Appleseed
NAMD
PyPerformance
Basis Universal
Blender
MKL-DNN DNNL
Himeno Benchmark
MKL-DNN DNNL:
  IP Batch All - u8s8f32
  IP Batch All - f32
SVT-AV1
MKL-DNN DNNL
NAS Parallel Benchmarks
OSPray
NAS Parallel Benchmarks
Embree
Zstd Compression
Embree
John The Ripper
Tungsten Renderer
MKL-DNN DNNL
lzbench:
  Crush 0 - Decompression
  Crush 0 - Compression
Intel MPI Benchmarks
Basis Universal
Renaissance
NAS Parallel Benchmarks
PyBench
lzbench:
  Zstd 8 - Decompression
  Zstd 8 - Compression
  Brotli 2 - Decompression
  Brotli 2 - Compression
  Zstd 1 - Decompression
  Zstd 1 - Compression
Mlpack Benchmark
MKL-DNN DNNL:
  Deconvolution Batch deconv_1d - u8s8f32
  Deconvolution Batch deconv_1d - bf16bf16bf16
  Deconvolution Batch deconv_1d - f32
OSPray
ArrayFire
MKL-DNN DNNL
SVT-AV1
dav1d
MKL-DNN DNNL
Embree
PHPBench
Embree
MKL-DNN DNNL
Embree
MKL-DNN DNNL
Embree
MKL-DNN DNNL
dav1d
NAS Parallel Benchmarks
ArrayFire
OSPray
DaCapo Benchmark
Scikit-Learn
SVT-VP9
SMHasher:
  wyhash:
    MiB/sec
    cycles/hash
Tungsten Renderer
LAMMPS Molecular Dynamics Simulator
Intel Open Image Denoise
NAS Parallel Benchmarks:
  MG.C
  EP.C
Nettle
MKL-DNN DNNL
Nettle
MKL-DNN DNNL
CloverLeaf
Nettle:
  chacha
  poly1305-aes