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 2307093-VE-2105245VE78
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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
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CPU Massive 27 Tests
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Cryptography 3 Tests
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Fortran Tests 4 Tests
Game Development 3 Tests
HPC - High Performance Computing 13 Tests
Java 2 Tests
Machine Learning 4 Tests
Molecular Dynamics 3 Tests
MPI Benchmarks 5 Tests
Multi-Core 28 Tests
NVIDIA GPU Compute 4 Tests
Intel oneAPI 4 Tests
OpenMPI Tests 6 Tests
Programmer / Developer System Benchmarks 9 Tests
Python 5 Tests
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Scientific Computing 6 Tests
Server 2 Tests
Server CPU Tests 22 Tests
Single-Threaded 6 Tests
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Result
Identifier
Performance Per
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Date
Run
  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
Xeon Platinum 8480+
July 08 2023
  9 Hours, 6 Minutes
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  9 Hours, 18 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 8375CXeon Platinum 8480+AMD EPYC 7R32 48-Core @ 2.80GHz (48 Cores / 96 Threads)Supermicro H11SSL-i v2.00 (2.1 BIOS)AMD Starship/Matisse8 x 16384 MB DDR4-3200MT/s HMA82GR7CJR8N-XN32GB Mass Storage + 256GB TOSHIBA THNSNJ25 + 600GB INTEL SSDSC2BB60 + 6001GB HGST HUS726060ALllvmpipe 126GBCrystal View2 x Intel 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 252GBIntel Xeon Platinum 8480+ @ 2.00GHz (56 Cores / 112 Threads)Supermicro X13DEI v1.01 (1.1 BIOS)Intel Device 1bce8 x 32 GB 4800MT/s MTC20F2085S1RC48BA19256GB TOSHIBA THNSNJ25llvmpipe 8GBNVIDIA Device 10f82 x Broadcom NetXtreme BCM5720 2-port PCIe5.3.0-18-generic (x86_64)X Server 1.20.5modesetting 1.20.53.3 Mesa 19.2.1 (LLVM 9.0 256 bits)OpenBenchmarking.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- Xeon Platinum 8480+: --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-bootstrap --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-gnu-unique-object --enable-languages=c,ada,c++,go,brig,d,fortran,objc,obj-c++,gm2 --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-offload-targets=nvptx-none,hsa --enable-plugin --enable-shared --enable-threads=posix --host=x86_64-linux-gnu --program-prefix=x86_64-linux-gnu- --target=x86_64-linux-gnu --with-abi=m64 --with-arch-32=i686 --with-default-libstdcxx-abi=new --with-gcc-major-version-only --with-multilib-list=m32,m64,mx32 --with-target-system-zlib=auto --with-tune=generic --without-cuda-driver -vProcessor Details- 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- Xeon Platinum 8480+: Scaling Governor: acpi-cpufreq ondemand - CPU Microcode: 0x2b000161Java 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)- Xeon Platinum 8480+: OpenJDK Runtime Environment (build 11.0.7+10-post-Ubuntu-2ubuntu219.10)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- Xeon Platinum 8480+: Python 2.7.17 + Python 3.7.5Security 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- Xeon Platinum 8480+: 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 fillingOpenCL Details- Xeon W-3275M: GPU Compute Cores: 4352

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 8375CXeon Platinum 8480+Logarithmic Result OverviewPhoronix Test SuiteArrayFireMKL-DNN DNNLOSPrayPostgreSQL pgbenchNAMDCloverLeafNAS Parallel BenchmarksLuxCoreRenderJohn The RipperEmbreeChaos Group V-RAYIntel MPI BenchmarksStockfishasmFishBlenderHimeno BenchmarkLAMMPS Molecular Dynamics SimulatorIntel Open Image DenoiseTimed LLVM Compilationdav1dDeepSpeechTimed Linux Kernel CompilationScikit-LearnPyPerformanceRenaissanceTimed MrBayes AnalysisPyBenchBasis UniversalPHPBenchZstd CompressionRadiance BenchmarkTungsten RendererMlpack BenchmarkSVT-AV1Timed GDB GNU Debugger CompilationNumpy BenchmarkAppleseedNettleSVT-VP9Build2lzbenchTimed GCC CompilationDaCapo Benchmark

Xeon & EPYC Testsarrayfire: BLAS CPUmkl-dnn: Convolution Batch conv_all - bf16bf16bf16mkl-dnn: Convolution Batch conv_alexnet - bf16bf16bf16mkl-dnn: Convolution Batch conv_googlenet_v3 - bf16bf16bf16mkl-dnn: Convolution Batch conv_3d - bf16bf16bf16mkl-dnn: Deconvolution Batch deconv_3d - bf16bf16bf16mkl-dnn: Deconvolution Batch deconv_1d - u8s8f32npb: SP.Bmkl-dnn: IP Batch 1D - f32mkl-dnn: IP Batch 1D - bf16bf16bf16mkl-dnn: Deconvolution Batch deconv_1d - bf16bf16bf16npb: BT.Cnpb: EP.Dnamd: ATPase Simulation - 327,506 Atomsmkl-dnn: IP Batch All - f32mkl-dnn: Deconvolution Batch deconv_3d - u8s8f32mkl-dnn: Deconvolution Batch deconv_all - bf16bf16bf16npb: MG.Cospray: NASA Streamlines - Path Tracerluxcorerender: DLSCospray: XFrog Forest - Path Tracerblender: Classroom - CPU-Onlyospray: XFrog Forest - SciVisluxcorerender: Rainbow Colors and Prismmkl-dnn: Deconvolution Batch deconv_all - f32embree: Pathtracer - Crownospray: NASA Streamlines - SciVisembree: Pathtracer ISPC - Crownjohn-the-ripper: MD5john-the-ripper: Blowfishblender: Pabellon Barcelona - CPU-Onlyv-ray: CPUembree: Pathtracer - Asian Dragonintel-mpi: IMB-P2P PingPongospray: Magnetic Reconnection - SciVismkl-dnn: Convolution Batch conv_3d - u8s8f32embree: Pathtracer - Asian Dragon Objembree: Pathtracer ISPC - Asian Dragonembree: Pathtracer ISPC - Asian Dragon Objmkl-dnn: Convolution Batch conv_googlenet_v3 - f32hpcg: stockfish: Total Timeblender: BMW27 - CPU-Onlyasmfish: 1024 Hash Memory, 26 Depthnpb: LU.Cmkl-dnn: Convolution Batch conv_all - f32mkl-dnn: Deconvolution Batch deconv_3d - f32npb: EP.Cmkl-dnn: Convolution Batch conv_alexnet - f32blender: Fishy Cat - CPU-Onlymlpack: scikit_svmtungsten: Hairpyperformance: python_startupnettle: poly1305-aesmkl-dnn: Deconvolution Batch deconv_1d - f32dav1d: Chimera 1080p 10-bitbasis: UASTC Level 3blender: Barbershop - CPU-Onlyappleseed: Material Testerhimeno: Poisson Pressure Solverdav1d: Summer Nature 1080ppgbench: Buffer Test - Normal Load - Read Onlyoidn: Memorialmkl-dnn: Convolution Batch conv_googlenet_v3 - u8s8f32ospray: San Miguel - SciVismkl-dnn: Convolution Batch conv_alexnet - u8s8f32mkl-dnn: IP Batch All - u8s8f32ospray: San Miguel - Path Tracermkl-dnn: Convolution Batch conv_all - u8s8f32nettle: aes256build-llvm: Time To Compiledeepspeech: CPUappleseed: Disney Materialbuild-linux-kernel: Time To Compilescikit-learn: mlpack: scikit_qdamrbayes: Primate Phylogeny Analysispybench: Total For Average Test Timesphpbench: PHP Benchmark Suiterenaissance: Scala Dottysvt-av1: Enc Mode 4 - 1080ppyperformance: django_templateradiance: SMP Parallelcompress-zstd: Compressing ubuntu-16.04.3-server-i386.img, Compression Level 19svt-av1: Enc Mode 8 - 1080pmlpack: scikit_linearridgeregressionappleseed: Emilypyperformance: floatdav1d: Summer Nature 4Kradiance: Seriallzbench: Zstd 8 - Decompressionnettle: chachamlpack: scikit_icanettle: sha512lzbench: Crush 0 - Compressionbasis: ETC1Sbuild-gdb: Time To Compilepyperformance: regex_compilenumpy: lzbench: Zstd 8 - Compressionlzbench: Zstd 1 - Decompressionlzbench: Brotli 2 - Compressionbuild2: Time To Compilelzbench: Crush 0 - Decompressionlzbench: Brotli 2 - Decompressionlzbench: Zstd 1 - Compressionrenaissance: Apache Spark PageRanktungsten: Water Causticbuild-gcc: Time To Compilesmhasher: wyhashsmhasher: wyhashdacapobench: Jythonpgbench: Buffer Test - Normal Load - Read Writesvt-vp9: Visual Quality Optimized - Bosphorus 1080parrayfire: Conjugate Gradient CPUrenaissance: Savina Reactors.IOrenaissance: Apache Spark Bayeslammps: Rhodopsin Proteincloverleaf: Lagrangian-Eulerian HydrodynamicsEPYC 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 8375CXeon Platinum 8480+990.7981131.1351225.181.67560106415.533570.460.486148.883901899.2449330.1516.607.285.85101.3411.038.121485.4747.646476.9245.1869397200066475132.046289752.953220348261.028985403076.7647.580652.354145.433042.541317.060811676502841.7611327897799821.89710.1402.204713485.9996.688165.6715.167.6745516.32046.352.22540140.1419.193177.79175.1937083769.723664676.16891303.12194328.71730.30658.821301.36149.3394.7311728.84665.33200.03972.8159962.43104724.00510.41939.5492.36112265005246577.3435.71466.4219.6529.23054.4721.79147.685856321.17730.71266750.35749.47478.098154.310108.675213323.5883114816559.95638056441821641.95422.3247849.19252466105.728957291.1735.1319303.5613057.05920.8210.363128.393880.44702.065188.61116.59068.462730.45842231426.532.867155.563047.6159569347.583210.520.814347.544393852.373293.9435376.118.693.533.17213.365.723.791292.6224.550345.4526.4010365400040326265.413301430.105720246604.623188406183.1127.195235.149530.345849.874414.16236117065174.966622564169606.84878.3902.275263025.11108.568118.0915.7812.710417.73207.981.7451581.6030.634304.79124.1473013866.090988537.84567696.50591227.3513.450434.4831.98933.592183.252967.927070.60281.678123.85252106.64339236.3679.66132.65143.3489517343396970.9046.38949.9219.8368.38053.8191.99196.92978694.5256.60665.712981172.15354.91550.9310947.653134.824157367.5684129919666.41550972150821015.54321.5517994.58318.50826298.77432111704.231804282.184.42325186.6662743.62314.5621.142950.164364.00796.753207.91117.32179.371070.41561424288.342.699775.699007.9829251975.352677.640.869257.890714426.063368.2133490.038.093.042.96246.815.383.301029.2421.382943.4824.7267338400035599305.202906126.063816759832.2608737.047095.6223.719232.908828.292848.064013.64255443711786.895935079465522.46874.2012.200532641.32107.804134.2218.6714.804611.42492.481.6392867.3335.983350.47127.9962963152.501437353.78512031.41923127.9912.705932.9730.88003.432363.003402.075517.02317.610117.35692120.16934641.13712.08831.98138.84612505697937200.7525.11264.1273.1259.67246.8732.00219.3197122205.63842.0991089920.51361.20436.739157.399132.228200321.1371106116076.14740458741022226.84525.35551067.64124.18720221.2550125941.318141256.244.67726711.1733017.32513.0401.115650.712198.18399.308106.7149.187514.856890.36141438493.571.537294.464404.4652384766.145284.340.454226.658422252.671904.4543490.1515.545.865.71124.6710.325.52743.69538.103376.9246.4184660833370955157.995305146.908432444647.43478362.53548.6042.494659.050250.864825.067216.517110410667648.0010507060694642.99461.9351.263955059.0255.356579.2219.629.0907322.62516.871.2258988.6623.147211.37197.2937743130.858713400.24790827.57246433.107.6365161.5819.37232.781935.541734.205523.31244.940135.0510073.21622429.27612.95441.29141.89812535743487566.3425.99664.1255.58810.29452.3142.42163.707232123212.99841.323966917.50557.69438.238658.280146.435200293.5371103215969.19539654340725636.69424.77921073.76224.15420231.5851613168.732081229.537.60428251.8283813.74621.8870.635319.582197.81399.298106.8939.206654.871940.37622253978.901.576874.489184.49039104107.995310.160.445519.976692238.051904.2863393.3515.6255.885.71124.5910.426.40739.16338.122276.9246.1757655466770888158.135180346.792031988149.24637762.53551.3842.761359.056350.976925.772227.106010351385347.63119912357120961.91559.4681.266495052.6356.646579.0018.769.2621711.32497.861.2579589.5523.088211.33185.2297343147.907521431.76795715.31135533.898.7479462.522.38303.048665.581793.755513.08232.053117.7261373.58191327.58112.45942.88139.75012525734837256.9205.95564.2258.3439.94953.0402.30161.846314123215.64841.6471011917.75058.48437.628857.826129.689200310.4069102715766.66739455139925275.15924.54371012.03524.15120225.1851724009.405331229.918.43028107.0363495.61222.5350.783281.583639.27662.755173.38114.07478.316770.37822929919.012.386065.596806.5977869011.353033.280.777247.407043985.102751.0034708.609.093.633.33215.916.023.921123.6825.121847.6227.7844372766739604271.683394730.565319096342.652174406437.6027.668536.752431.567545.12715817210775.8664230868821.9672.165812974.1598.6664119.3617.8313.881811.62661.611.4708463.0132.199310.51129.03063318.979166315.51546028.33829630.2212.028837.0427.97793.344273.363089.345830.30301.531117.86644117.15179838.73411.21231.51133.48311846048576900.1935.65360.6257.2328.30751.5911.91211.941251208.50796.5781145970.38358.57462.789754.194142.501340.7275112216874.26542761943021895.64324.21271107.36623.67620556.9647864087.302897256.024.19623866.7402739.00214.0141.056330.931842.97332.31990.26367.655614.494640.33642646295.791.631062.853103.95067102113.055973.180.401736.386522063.231833.2745188.2317.446.956.41109.3411.636.79877.20743.989490.9150.9460710266778420142.816217554.196436872935.14492871.433243.0049.106165.545256.459523.672916.528210975337741.22107388344436.8601.252945667.7651.442970.2219.058.3474425.22657.681.3039582.6521.120195.61195.1114863315.295471371.48873066.75701233.576.8254066.6718.39293.105306.211579.115852.82230.854140.4394972.84842628.12912.05540.35134.88311826064367347.0796.45560.8241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211.021993863.0043.659561.497.996.6652923.41439.350.99862997.5316.269189.21129.1472486769.273188403.30694754.04480656.015.3038450011.68221.29240333.331227.399126.49163.209110.8488177.32905623.9296.83023.0078.87269389312411351.8794.50278.2161.3976.15040.6462.26239.25277153211.21530.3071529968.51643.19616.5912039.581155.561146427.46100140021457.09946071152724744.42828.2103994.91852564605.890292205.612.14936700.7026203.15819.7600.46OpenBenchmarking.org

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 CPUEPYC 2 7R32Xeon Platinum 8259CLXeon W-3275MXeon Platinum 8272CL2 x Xeon Platinum 8280Xeon Platinum 82802 x Xeon Platinum 8272CL2 x Xeon Platinum 8375C2 x Xeon Platinum 8375C NUMA offXeon Platinum 8375C2 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA offXeon Platinum 8480+2 x Xeon Platinum 8272CL NUMA off14002800420056007000SE +/- 6.50, N = 3SE +/- 1.09, N = 3SE +/- 30.40, N = 3SE +/- 8.38, N = 3SE +/- 20.06, N = 3SE +/- 25.11, N = 3SE +/- 240.61, N = 12SE +/- 7.08, N = 3SE +/- 28.94, N = 3SE +/- 18.17, N = 3SE +/- 122.72, N = 12SE +/- 14.66, N = 3SE +/- 14.26, N = 3SE +/- 23.67, N = 3990.802950.163128.393281.583430.283432.163972.324520.184631.384875.475319.585650.715996.406330.931. (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_all - Data Type: bf16bf16bf16Xeon Platinum 8259CLXeon W-3275MXeon Platinum 8272CLXeon Platinum 8280Xeon 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 82802 x Xeon Platinum 8375C2 x Xeon Platinum 8375C NUMA offXeon Platinum 8480+9001800270036004500SE +/- 0.11, N = 3SE +/- 0.11, N = 3SE +/- 0.18, N = 3SE +/- 0.26, N = 3SE +/- 0.18, N = 3SE +/- 0.30, N = 3SE +/- 0.11, N = 3SE +/- 5.10, N = 3SE +/- 1.52, N = 3SE +/- 1.13, N = 3SE +/- 4.43, N = 3SE +/- 1.02, N = 3SE +/- 0.65, N = 34364.003880.443639.273497.472712.072198.182197.811844.781842.971766.351421.841381.17685.13MIN: 4358.26MIN: 3767MIN: 3627.59MIN: 3490.41MIN: 2707.4MIN: 2191.82MIN: 2191.04MIN: 1827.01MIN: 1827.15MIN: 1757.1MIN: 1364.34MIN: 1361.111. (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: Convolution Batch conv_alexnet - Data Type: bf16bf16bf16Xeon Platinum 8259CLXeon W-3275MXeon Platinum 8272CLXeon Platinum 8280Xeon 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 82802 x Xeon Platinum 8375C2 x Xeon Platinum 8375C NUMA offXeon Platinum 8480+2004006008001000SE +/- 0.41, N = 3SE +/- 1.04, N = 3SE +/- 0.16, N = 3SE +/- 0.07, N = 3SE +/- 5.46, N = 3SE +/- 0.11, N = 3SE +/- 0.23, N = 3SE +/- 5.80, N = 3SE +/- 0.18, N = 3SE +/- 0.06, N = 3SE +/- 2.55, N = 3SE +/- 2.42, N = 3SE +/- 1.87, N = 4796.75702.07662.76637.37500.12399.31399.30337.88332.32320.06252.41251.83129.03MIN: 795.52MIN: 687.86MIN: 661.35MIN: 636.97MIN: 493.61MIN: 398.47MIN: 398.05MIN: 331.31MIN: 331.59MIN: 319.23MIN: 247.48MIN: 247.181. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl

OpenBenchmarking.orgms, Fewer Is BetterMKL-DNN DNNL 1.1Harness: Convolution Batch conv_googlenet_v3 - Data Type: bf16bf16bf16Xeon Platinum 8259CLXeon W-3275MXeon Platinum 8272CLXeon Platinum 8280Xeon Platinum 8375C2 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8272CL2 x Xeon Platinum 8272CL NUMA off2 x Xeon Platinum 82802 x Xeon Platinum 8375C2 x Xeon Platinum 8375C NUMA offXeon Platinum 8480+50100150200250SE +/- 0.02, N = 3SE +/- 0.20, N = 3SE +/- 0.07, N = 3SE +/- 0.03, N = 3SE +/- 0.07, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.08, N = 3SE +/- 0.09, N = 3SE +/- 0.00, N = 3SE +/- 0.25, N = 3SE +/- 0.29, N = 3SE +/- 0.03, N = 3207.91188.61173.38166.98129.60106.89106.7190.4090.2686.5471.0167.9734.12MIN: 207.27MIN: 178.56MIN: 171.91MIN: 166.21MIN: 129.23MIN: 105.9MIN: 105.9MIN: 88.8MIN: 88.8MIN: 85.56MIN: 65.42MIN: 65.18MIN: 33.661. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl

OpenBenchmarking.orgms, Fewer Is BetterMKL-DNN DNNL 1.1Harness: Convolution Batch conv_3d - Data Type: bf16bf16bf16Xeon Platinum 8259CLXeon W-3275MXeon Platinum 8280Xeon Platinum 8272CLXeon 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 off2 x Xeon Platinum 8375C2 x Xeon Platinum 8375C NUMA offXeon Platinum 8480+48121620SE +/- 0.00403, N = 3SE +/- 0.24390, N = 4SE +/- 0.00390, N = 3SE +/- 0.00634, N = 3SE +/- 0.00609, N = 3SE +/- 0.00172, N = 3SE +/- 0.00811, N = 3SE +/- 0.00328, N = 3SE +/- 0.01148, N = 3SE +/- 0.00581, N = 3SE +/- 0.05559, N = 3SE +/- 0.00440, N = 3SE +/- 0.00292, N = 317.3217016.5906014.0780014.0747010.750809.206659.187517.929127.675177.655615.812435.719632.98106MIN: 17.21MIN: 14.98MIN: 13.95MIN: 13.94MIN: 10.65MIN: 9.04MIN: 9.03MIN: 7.75MIN: 7.54MIN: 7.54MIN: 5.59MIN: 5.591. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl

OpenBenchmarking.orgms, Fewer Is BetterMKL-DNN DNNL 1.1Harness: Deconvolution Batch deconv_3d - Data Type: bf16bf16bf16Xeon Platinum 8259CLXeon W-3275MXeon Platinum 8272CLXeon Platinum 8280Xeon 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 82802 x Xeon Platinum 8375C2 x Xeon Platinum 8375C NUMA offXeon Platinum 8480+3691215SE +/- 0.00210, N = 3SE +/- 0.03985, N = 3SE +/- 0.00016, N = 3SE +/- 0.00251, N = 3SE +/- 0.07400, N = 6SE +/- 0.00712, N = 3SE +/- 0.00526, N = 3SE +/- 0.00376, N = 3SE +/- 0.00318, N = 3SE +/- 0.00369, N = 3SE +/- 0.04017, N = 7SE +/- 0.03881, N = 8SE +/- 0.02482, N = 139.371078.462738.316777.696056.071174.871944.856894.494644.494054.358173.783193.777691.74005MIN: 9.33MIN: 8.21MIN: 8.25MIN: 7.67MIN: 5.82MIN: 4.83MIN: 4.82MIN: 4.46MIN: 4.44MIN: 4.31MIN: 3.68MIN: 3.681. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl

OpenBenchmarking.orgms, Fewer Is BetterMKL-DNN DNNL 1.1Harness: Deconvolution Batch deconv_1d - Data Type: u8s8f32EPYC 2 7R32Xeon W-3275MXeon Platinum 8259CL2 x Xeon Platinum 8280Xeon Platinum 8272CL2 x Xeon Platinum 8259CLXeon Platinum 82802 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8272CL2 x Xeon Platinum 8272CL NUMA off2 x Xeon Platinum 8375C NUMA offXeon Platinum 8375C2 x Xeon Platinum 8375CXeon Platinum 8480+2004006008001000SE +/- 4.136428, N = 3SE +/- 0.001267, N = 3SE +/- 0.000985, N = 3SE +/- 0.006813, N = 3SE +/- 0.000242, N = 3SE +/- 0.000864, N = 3SE +/- 0.000361, N = 3SE +/- 0.001016, N = 3SE +/- 0.001261, N = 3SE +/- 0.002279, N = 3SE +/- 0.001434, N = 3SE +/- 0.000218, N = 3SE +/- 0.002925, N = 3SE +/- 0.002086, N = 31131.1300000.4584220.4156140.3944550.3782290.3762220.3710360.3614140.3517190.3364260.3063090.3010070.2994730.281159MIN: 1118.791. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl

NAS Parallel Benchmarks

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

OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: SP.BXeon Platinum 8259CLXeon Platinum 8272CLXeon W-3275MXeon Platinum 82802 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8272CL NUMA offXeon Platinum 8375CEPYC 2 7R322 x Xeon Platinum 8259CL2 x Xeon Platinum 8272CL2 x Xeon Platinum 82802 x Xeon Platinum 8375C NUMA offXeon Platinum 8480+2 x Xeon Platinum 8375C20K40K60K80K100KSE +/- 28.87, N = 3SE +/- 115.29, N = 3SE +/- 146.25, N = 3SE +/- 151.80, N = 3SE +/- 42.29, N = 3SE +/- 22.17, N = 3SE +/- 648.57, N = 15SE +/- 520.84, N = 15SE +/- 77.17, N = 3SE +/- 72.16, N = 3SE +/- 115.61, N = 3SE +/- 1041.11, N = 15SE +/- 1751.95, N = 15SE +/- 285.88, N = 324288.3429919.0131426.5332682.1438493.5746295.7946438.5851225.1853978.9066865.4570893.4186029.3295294.97112350.471. (F9X) gfortran options: -O3 -march=native -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi2. Xeon Platinum 8259CL: Open MPI 3.1.33. Xeon Platinum 8272CL: Open MPI 3.1.34. Xeon W-3275M: Open MPI 3.1.35. Xeon Platinum 8280: Open MPI 4.0.3rc46. 2 x Xeon Platinum 8259CL NUMA off: Open MPI 3.1.37. 2 x Xeon Platinum 8272CL NUMA off: Open MPI 3.1.38. Xeon Platinum 8375C: Open MPI 3.1.39. EPYC 2 7R32: Open MPI 3.1.310. 2 x Xeon Platinum 8259CL: Open MPI 3.1.311. 2 x Xeon Platinum 8272CL: Open MPI 3.1.312. 2 x Xeon Platinum 8280: Open MPI 4.0.3rc413. 2 x Xeon Platinum 8375C NUMA off: Open MPI 3.1.314. Xeon Platinum 8480+: Open MPI 3.1.315. 2 x Xeon Platinum 8375C: Open MPI 3.1.3

MKL-DNN DNNL

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

OpenBenchmarking.orgms, Fewer Is BetterMKL-DNN DNNL 1.1Harness: IP Batch 1D - Data Type: f32Xeon W-3275MXeon Platinum 8259CLXeon Platinum 8280Xeon Platinum 8272CLEPYC 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 8480+2 x Xeon Platinum 8375C NUMA off2 x Xeon Platinum 8375C0.64511.29021.93532.58043.2255SE +/- 0.005753, N = 3SE +/- 0.008928, N = 3SE +/- 0.010722, N = 3SE +/- 0.005715, N = 3SE +/- 0.006731, N = 3SE +/- 0.014367, N = 15SE +/- 0.009266, N = 3SE +/- 0.014870, N = 15SE +/- 0.014831, N = 15SE +/- 0.019533, N = 3SE +/- 0.004282, N = 3SE +/- 0.002860, N = 3SE +/- 0.007993, N = 3SE +/- 0.003943, N = 32.8671502.6997702.3945102.3860601.6756001.6398601.6310601.6064101.5768701.5372901.0855300.7703060.7652790.731753MIN: 2.53MIN: 2.46MIN: 2.28MIN: 2.32MIN: 1.59MIN: 1.39MIN: 1.44MIN: 1.36MIN: 1.29MIN: 1.39MIN: 1.01MIN: 0.71MIN: 0.69MIN: 0.671. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl

OpenBenchmarking.orgms, Fewer Is BetterMKL-DNN DNNL 1.1Harness: IP Batch 1D - Data Type: bf16bf16bf16Xeon Platinum 8259CLXeon Platinum 8272CLXeon W-3275MXeon Platinum 82802 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 82802 x Xeon Platinum 8272CL2 x Xeon Platinum 8272CL NUMA offXeon Platinum 8375C2 x Xeon Platinum 8375C NUMA off2 x Xeon Platinum 8375CXeon Platinum 8480+1.28232.56463.84695.12926.4115SE +/- 0.00262, N = 3SE +/- 0.01234, N = 3SE +/- 0.02664, N = 3SE +/- 0.00377, N = 3SE +/- 0.00431, N = 3SE +/- 0.00913, N = 3SE +/- 0.01183, N = 3SE +/- 0.00405, N = 3SE +/- 0.00609, N = 3SE +/- 0.00267, N = 3SE +/- 0.00443, N = 3SE +/- 0.01294, N = 3SE +/- 0.00321, N = 35.699005.596805.563044.831704.489184.464403.659642.890862.853102.419061.742131.739501.47256MIN: 5.57MIN: 5.51MIN: 5.04MIN: 4.76MIN: 4.31MIN: 4.28MIN: 3.47MIN: 2.77MIN: 2.7MIN: 2.23MIN: 1.5MIN: 1.48MIN: 1.391. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl

OpenBenchmarking.orgms, Fewer Is BetterMKL-DNN DNNL 1.1Harness: Deconvolution Batch deconv_1d - Data Type: bf16bf16bf16Xeon Platinum 8259CLXeon W-3275MXeon Platinum 8272CLXeon Platinum 8280Xeon 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 off2 x Xeon Platinum 8375C2 x Xeon Platinum 8375C NUMA offXeon Platinum 8480+246810SE +/- 0.02376, N = 3SE +/- 0.03740, N = 3SE +/- 0.00188, N = 3SE +/- 0.00167, N = 3SE +/- 0.00112, N = 3SE +/- 0.00489, N = 3SE +/- 0.00151, N = 3SE +/- 0.00661, N = 3SE +/- 0.00409, N = 3SE +/- 0.00220, N = 3SE +/- 0.00343, N = 3SE +/- 0.00390, N = 3SE +/- 0.00059, N = 37.982927.615956.597786.553744.978884.490394.465234.068473.983933.950673.077972.914952.15742MIN: 7.92MIN: 6.95MIN: 6.49MIN: 6.5MIN: 4.92MIN: 4.4MIN: 4.38MIN: 3.93MIN: 3.85MIN: 3.81MIN: 2.81MIN: 2.81MIN: 2.11. (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: BT.CXeon Platinum 8259CLXeon Platinum 8272CLXeon W-3275MXeon Platinum 82802 x Xeon Platinum 8259CL NUMA offXeon Platinum 8375C2 x Xeon Platinum 8272CL NUMA off2 x Xeon Platinum 8259CLEPYC 2 7R32Xeon Platinum 8480+2 x Xeon Platinum 8272CL2 x Xeon Platinum 82802 x Xeon Platinum 8375C NUMA off2 x Xeon Platinum 8375C40K80K120K160K200KSE +/- 15.49, N = 3SE +/- 149.79, N = 3SE +/- 127.07, N = 3SE +/- 52.95, N = 3SE +/- 64.74, N = 3SE +/- 120.43, N = 3SE +/- 156.22, N = 3SE +/- 107.83, N = 3SE +/- 500.22, N = 3SE +/- 2505.03, N = 15SE +/- 125.50, N = 3SE +/- 78.84, N = 3SE +/- 116.37, N = 3SE +/- 2821.73, N = 1251975.3569011.3569347.5871842.3484766.1496192.05102113.05104107.99106415.53116616.82131794.23136046.53164568.74188359.361. (F9X) gfortran options: -O3 -march=native -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi2. Xeon Platinum 8259CL: Open MPI 3.1.33. Xeon Platinum 8272CL: Open MPI 3.1.34. Xeon W-3275M: Open MPI 3.1.35. Xeon Platinum 8280: Open MPI 4.0.3rc46. 2 x Xeon Platinum 8259CL NUMA off: Open MPI 3.1.37. Xeon Platinum 8375C: Open MPI 3.1.38. 2 x Xeon Platinum 8272CL NUMA off: Open MPI 3.1.39. 2 x Xeon Platinum 8259CL: Open MPI 3.1.310. EPYC 2 7R32: Open MPI 3.1.311. Xeon Platinum 8480+: Open MPI 3.1.312. 2 x Xeon Platinum 8272CL: Open MPI 3.1.313. 2 x Xeon Platinum 8280: Open MPI 4.0.3rc414. 2 x Xeon Platinum 8375C NUMA off: Open MPI 3.1.315. 2 x Xeon Platinum 8375C: Open MPI 3.1.3

OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: EP.DXeon Platinum 8259CLXeon Platinum 8272CLXeon W-3275MXeon Platinum 8280EPYC 2 7R32Xeon Platinum 8375C2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Platinum 8272CL NUMA off2 x Xeon Platinum 8272CL2 x Xeon Platinum 8280Xeon Platinum 8480+2 x Xeon Platinum 8375C NUMA off2 x Xeon Platinum 8375C2K4K6K8K10KSE +/- 38.58, N = 4SE +/- 39.87, N = 5SE +/- 4.09, N = 3SE +/- 46.76, N = 4SE +/- 5.75, N = 3SE +/- 5.66, N = 3SE +/- 84.22, N = 3SE +/- 89.39, N = 3SE +/- 91.47, N = 3SE +/- 89.09, N = 3SE +/- 148.86, N = 12SE +/- 307.30, N = 12SE +/- 143.88, N = 3SE +/- 102.38, N = 32677.643033.283210.523283.383570.464730.265284.345310.165973.186088.086284.656288.829334.319339.041. (F9X) gfortran options: -O3 -march=native -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi2. Xeon Platinum 8259CL: Open MPI 3.1.33. Xeon Platinum 8272CL: Open MPI 3.1.34. Xeon W-3275M: Open MPI 3.1.35. Xeon Platinum 8280: Open MPI 4.0.3rc46. 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. 2 x Xeon Platinum 8259CL: Open MPI 3.1.310. 2 x Xeon Platinum 8272CL NUMA off: Open MPI 3.1.311. 2 x Xeon Platinum 8272CL: Open MPI 3.1.312. 2 x Xeon Platinum 8280: Open MPI 4.0.3rc413. Xeon Platinum 8480+: Open MPI 3.1.314. 2 x Xeon Platinum 8375C NUMA off: Open MPI 3.1.315. 2 x Xeon Platinum 8375C: Open MPI 3.1.3

NAMD

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

OpenBenchmarking.orgdays/ns, Fewer Is BetterNAMD 2.13ATPase Simulation - 327,506 AtomsXeon Platinum 8259CLXeon W-3275MXeon Platinum 8272CLXeon Platinum 8280EPYC 2 7R32Xeon Platinum 8375C2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Platinum 8272CL NUMA off2 x Xeon Platinum 8272CL2 x Xeon Platinum 8280Xeon Platinum 8480+2 x Xeon Platinum 8375C NUMA off2 x Xeon Platinum 8375C0.19560.39120.58680.78240.978SE +/- 0.00063, N = 3SE +/- 0.00775, N = 15SE +/- 0.01127, N = 4SE +/- 0.00060, N = 3SE +/- 0.00084, N = 3SE +/- 0.00002, N = 3SE +/- 0.00012, N = 3SE +/- 0.00038, N = 3SE +/- 0.00066, N = 3SE +/- 0.00016, N = 3SE +/- 0.00133, N = 3SE +/- 0.00028, N = 3SE +/- 0.00107, N = 3SE +/- 0.00026, N = 30.869250.814340.777240.707090.486140.469480.454220.445510.401730.388400.362260.291960.256320.24941

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: f322 x Xeon Platinum 8259CL2 x Xeon Platinum 8272CL2 x Xeon Platinum 8280EPYC 2 7R32Xeon Platinum 8259CLXeon W-3275MXeon Platinum 8272CLXeon Platinum 82802 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8272CL NUMA off2 x Xeon Platinum 8375CXeon Platinum 8375C2 x Xeon Platinum 8375C NUMA offXeon Platinum 8480+3691215SE +/- 0.03588, N = 3SE +/- 0.01633, N = 3SE +/- 0.01419, N = 3SE +/- 0.01277, N = 3SE +/- 0.03341, N = 3SE +/- 0.10112, N = 3SE +/- 0.01006, N = 3SE +/- 0.00854, N = 3SE +/- 0.00603, N = 3SE +/- 0.00556, N = 3SE +/- 0.00521, N = 3SE +/- 0.00218, N = 3SE +/- 0.00676, N = 3SE +/- 0.00487, N = 39.976699.713559.524668.883907.890717.544397.407046.795096.658426.386526.002644.595503.730312.91452MIN: 9.62MIN: 9.49MIN: 9.28MIN: 8.36MIN: 7.76MIN: 6.71MIN: 7.28MIN: 6.68MIN: 6.25MIN: 6.06MIN: 5.79MIN: 4.48MIN: 3.56MIN: 2.691. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl

OpenBenchmarking.orgms, Fewer Is BetterMKL-DNN DNNL 1.1Harness: Deconvolution Batch deconv_3d - Data Type: u8s8f32Xeon Platinum 8259CLXeon Platinum 8272CLXeon W-3275MXeon Platinum 8280Xeon Platinum 8375C2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Platinum 8272CL2 x Xeon Platinum 8272CL NUMA offEPYC 2 7R322 x Xeon Platinum 8280Xeon Platinum 8480+2 x Xeon Platinum 8375C2 x Xeon Platinum 8375C NUMA off9001800270036004500SE +/- 0.90, N = 3SE +/- 8.91, N = 3SE +/- 48.27, N = 3SE +/- 2.14, N = 3SE +/- 0.87, N = 3SE +/- 22.00, N = 3SE +/- 3.00, N = 3SE +/- 0.61, N = 3SE +/- 0.39, N = 3SE +/- 3.22, N = 3SE +/- 5.70, N = 3SE +/- 0.92, N = 3SE +/- 9.75, N = 3SE +/- 1.01, N = 34426.063985.103852.373716.982530.962252.672238.052064.022063.231899.241893.721445.071320.601295.48MIN: 4423.17MIN: 3970.03MIN: 3728.62MIN: 3705.72MIN: 2512.49MIN: 2229.49MIN: 2230.65MIN: 2062.22MIN: 2061.82MIN: 1888.24MIN: 1871.79MIN: 1419.8MIN: 1274.59MIN: 1272.231. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl

OpenBenchmarking.orgms, Fewer Is BetterMKL-DNN DNNL 1.1Harness: Deconvolution Batch deconv_all - Data Type: bf16bf16bf16Xeon Platinum 8259CLXeon W-3275MXeon Platinum 8280Xeon Platinum 8272CLXeon 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 82802 x Xeon Platinum 8375C2 x Xeon Platinum 8375C NUMA offXeon Platinum 8480+7001400210028003500SE +/- 0.16, N = 3SE +/- 4.61, N = 3SE +/- 5.43, N = 3SE +/- 1.11, N = 3SE +/- 7.07, N = 3SE +/- 0.44, N = 3SE +/- 0.13, N = 3SE +/- 1.93, N = 3SE +/- 3.61, N = 3SE +/- 0.87, N = 3SE +/- 1.11, N = 3SE +/- 2.42, N = 3SE +/- 0.72, N = 33368.213293.942935.992751.002063.421904.451904.281838.601833.271779.151211.211166.69993.58MIN: 3365.01MIN: 3137.48MIN: 2926MIN: 2720.09MIN: 2042.76MIN: 1899.24MIN: 1898.87MIN: 1808.61MIN: 1806.74MIN: 1772.45MIN: 1117.5MIN: 1113.61MIN: 979.71. (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: MG.CXeon Platinum 8259CLXeon Platinum 8272CLXeon W-3275MXeon Platinum 82802 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8272CL NUMA offEPYC 2 7R32Xeon Platinum 8375C2 x Xeon Platinum 8259CL2 x Xeon Platinum 8272CL2 x Xeon Platinum 82802 x Xeon Platinum 8375C NUMA offXeon Platinum 8480+2 x Xeon Platinum 8375C20K40K60K80K100KSE +/- 114.90, N = 3SE +/- 23.88, N = 3SE +/- 40.04, N = 3SE +/- 129.93, N = 3SE +/- 420.94, N = 3SE +/- 31.00, N = 3SE +/- 796.48, N = 3SE +/- 926.87, N = 15SE +/- 304.73, N = 3SE +/- 229.09, N = 3SE +/- 860.82, N = 5SE +/- 131.11, N = 3SE +/- 208.05, N = 3SE +/- 1012.46, N = 333490.0334708.6035376.1137089.0543490.1545188.2349330.1550840.7663393.3566470.5669175.1282390.2482633.64111939.621. (F9X) gfortran options: -O3 -march=native -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi2. Xeon Platinum 8259CL: Open MPI 3.1.33. Xeon Platinum 8272CL: Open MPI 3.1.34. Xeon W-3275M: Open MPI 3.1.35. Xeon Platinum 8280: Open MPI 4.0.3rc46. 2 x Xeon Platinum 8259CL NUMA off: Open MPI 3.1.37. 2 x Xeon Platinum 8272CL NUMA off: Open MPI 3.1.38. EPYC 2 7R32: Open MPI 3.1.39. Xeon Platinum 8375C: Open MPI 3.1.310. 2 x Xeon Platinum 8259CL: Open MPI 3.1.311. 2 x Xeon Platinum 8272CL: Open MPI 3.1.312. 2 x Xeon Platinum 8280: Open MPI 4.0.3rc413. 2 x Xeon Platinum 8375C NUMA off: Open MPI 3.1.314. Xeon Platinum 8480+: Open MPI 3.1.315. 2 x Xeon Platinum 8375C: 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 TracerXeon Platinum 8259CLXeon W-3275MXeon Platinum 8272CLXeon Platinum 8280Xeon Platinum 8375C2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CLEPYC 2 7R322 x Xeon Platinum 8272CL NUMA off2 x Xeon Platinum 8272CL2 x Xeon Platinum 82802 x Xeon Platinum 8375C NUMA off2 x Xeon Platinum 8375C612182430SE +/- 0.022, N = 3SE +/- 0.006, N = 12SE +/- 0.000, N = 12SE +/- 0.030, N = 3SE +/- 0.067, N = 3SE +/- 0.080, N = 3SE +/- 0.000, N = 3SE +/- 0.068, N = 4SE +/- 0.101, N = 3SE +/- 0.000, N = 12SE +/- 0.000, N = 12SE +/- 0.000, N = 12SE +/- 0.000, N = 128.0908.6909.0909.49014.22015.54015.62516.60017.44017.54018.18027.03027.030MIN: 7.94 / MAX: 8.2MIN: 8.33 / MAX: 9.01MIN: 8.85 / MAX: 9.35MIN: 9.26 / MAX: 9.62MIN: 14.08 / MAX: 14.49MIN: 14.93 / MAX: 15.87MIN: 11.11 / MAX: 15.87MIN: 15.87 / MAX: 16.95MIN: 16.39 / MAX: 17.86MIN: 12.5 / MAX: 17.86MIN: 12.2 / MAX: 18.52MIN: 26.32 / MAX: 27.78MIN: 16.67 / MAX: 27.78

LuxCoreRender

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

OpenBenchmarking.orgM samples/sec, More Is BetterLuxCoreRender 2.3Scene: DLSCXeon Platinum 8259CLXeon W-3275MXeon Platinum 8272CLXeon Platinum 8280Xeon Platinum 8375C2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Platinum 8272CL NUMA off2 x Xeon Platinum 8272CL2 x Xeon Platinum 8280EPYC 2 7R32Xeon Platinum 8480+2 x Xeon Platinum 8375C NUMA off2 x Xeon Platinum 8375C3691215SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.02, N = 3SE +/- 0.00, N = 3SE +/- 0.04, N = 3SE +/- 0.03, N = 3SE +/- 0.04, N = 3SE +/- 0.01, N = 3SE +/- 0.04, N = 3SE +/- 0.09, N = 3SE +/- 0.10, N = 3SE +/- 0.13, N = 3SE +/- 0.09, N = 3SE +/- 0.08, N = 33.043.533.633.795.585.865.886.956.997.197.288.7810.0910.15MIN: 2.93 / MAX: 3.16MIN: 3.46 / MAX: 3.66MIN: 3.44 / MAX: 3.8MIN: 3.65 / MAX: 3.94MIN: 5.31 / MAX: 5.97MIN: 5.7 / MAX: 6.16MIN: 5.75 / MAX: 6.19MIN: 6.73 / MAX: 7.34MIN: 6.72 / MAX: 7.38MIN: 6.83 / MAX: 7.6MIN: 7.01 / MAX: 7.86MIN: 6.87 / MAX: 9.77MIN: 9.82 / MAX: 10.81MIN: 9.9 / MAX: 10.91

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 TracerXeon Platinum 8259CLXeon W-3275MXeon Platinum 8272CLXeon Platinum 8280Xeon Platinum 8375C2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CLEPYC 2 7R322 x Xeon Platinum 8272CL NUMA off2 x Xeon Platinum 8272CL2 x Xeon Platinum 82802 x Xeon Platinum 8375C NUMA off2 x Xeon Platinum 8375C3691215SE +/- 0.00, N = 6SE +/- 0.00, N = 7SE +/- 0.00, N = 5SE +/- 0.00, N = 4SE +/- 0.00, N = 12SE +/- 0.01, N = 6SE +/- 0.00, N = 12SE +/- 0.02, N = 3SE +/- 0.00, N = 15SE +/- 0.01, N = 3SE +/- 0.00, N = 12SE +/- 0.02, N = 4SE +/- 0.02, N = 52.963.173.333.465.185.715.715.856.416.446.679.889.88MIN: 2.92 / MAX: 2.99MIN: 3.09 / MAX: 3.19MIN: 3.3 / MAX: 3.36MIN: 3.41 / MAX: 3.47MIN: 5.13 / MAX: 5.21MIN: 5.59 / MAX: 5.75MIN: 5.08 / MAX: 5.78MIN: 5.65 / MAX: 5.99MIN: 6.21 / MAX: 6.45MIN: 5.92 / MAX: 6.49MIN: 5.85 / MAX: 6.76MIN: 9.71 / MAX: 9.9MIN: 7.81 / MAX: 10

Blender

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

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.82Blend File: Classroom - Compute: CPU-OnlyXeon Platinum 8259CLXeon Platinum 8272CLXeon W-3275MXeon Platinum 8280Xeon Platinum 8375C2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Platinum 8272CL2 x Xeon Platinum 8272CL NUMA offEPYC 2 7R322 x Xeon Platinum 8280Xeon Platinum 8480+2 x Xeon Platinum 8375C2 x Xeon Platinum 8375C NUMA off50100150200250SE +/- 0.14, N = 3SE +/- 0.37, N = 3SE +/- 0.32, N = 3SE +/- 0.36, N = 3SE +/- 0.08, N = 3SE +/- 0.17, N = 3SE +/- 0.06, N = 3SE +/- 0.09, N = 3SE +/- 0.33, N = 3SE +/- 0.40, N = 3SE +/- 0.26, N = 3SE +/- 0.06, N = 3SE +/- 0.37, N = 3SE +/- 0.90, N = 3246.81215.91213.36198.25136.55124.67124.59109.91109.34101.34100.4784.0775.7374.20

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: SciVisXeon Platinum 8259CLXeon W-3275MXeon Platinum 8272CLXeon Platinum 8280Xeon Platinum 8375C2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CLEPYC 2 7R322 x Xeon Platinum 8272CL NUMA off2 x Xeon Platinum 8272CL2 x Xeon Platinum 82802 x Xeon Platinum 8375C NUMA off2 x Xeon Platinum 8375C48121620SE +/- 0.00, N = 12SE +/- 0.00, N = 8SE +/- 0.00, N = 12SE +/- 0.00, N = 3SE +/- 0.03, N = 3SE +/- 0.02, N = 7SE +/- 0.00, N = 12SE +/- 0.04, N = 3SE +/- 0.00, N = 12SE +/- 0.00, N = 12SE +/- 0.00, N = 12SE +/- 0.00, N = 12SE +/- 0.00, N = 125.385.726.026.259.3810.3210.4211.0311.6311.6312.0517.8617.86MIN: 5.29 / MAX: 5.41MIN: 5.56 / MAX: 5.78MIN: 5.95 / MAX: 6.1MIN: 6.13 / MAX: 6.29MIN: 9.26 / MAX: 9.43MIN: 10.1 / MAX: 10.42MIN: 8.2 / MAX: 10.53MIN: 10.75 / MAX: 11.24MIN: 11.11 / MAX: 11.76MIN: 9.8 / MAX: 11.9MIN: 9.71 / MAX: 12.2MIN: 16.95 / MAX: 18.18MIN: 12.5 / MAX: 18.18

LuxCoreRender

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

OpenBenchmarking.orgM samples/sec, More Is BetterLuxCoreRender 2.3Scene: Rainbow Colors and PrismXeon Platinum 8259CLXeon W-3275MXeon Platinum 8272CLXeon Platinum 82802 x Xeon Platinum 8259CL NUMA offXeon Platinum 8375C2 x Xeon Platinum 8259CL2 x Xeon Platinum 8272CL NUMA off2 x Xeon Platinum 82802 x Xeon Platinum 8272CLEPYC 2 7R32Xeon Platinum 8480+2 x Xeon Platinum 8375C2 x Xeon Platinum 8375C NUMA off3691215SE +/- 0.00, N = 3SE +/- 0.03, N = 15SE +/- 0.01, N = 3SE +/- 0.04, N = 3SE +/- 0.37, N = 15SE +/- 0.01, N = 3SE +/- 0.04, N = 3SE +/- 0.33, N = 12SE +/- 0.40, N = 15SE +/- 0.03, N = 3SE +/- 0.06, N = 3SE +/- 0.08, N = 3SE +/- 0.09, N = 3SE +/- 0.07, N = 33.303.793.924.115.526.026.406.797.157.448.129.9810.9010.91MIN: 3.24 / MAX: 3.33MIN: 3.45 / MAX: 3.89MIN: 3.78 / MAX: 3.98MIN: 3.96 / MAX: 4.16MIN: 2.11 / MAX: 6.54MIN: 5.57 / MAX: 6.15MIN: 5.65 / MAX: 6.54MIN: 3.95 / MAX: 7.68MIN: 2.92 / MAX: 8.11MIN: 6.75 / MAX: 7.63MIN: 7.87 / MAX: 8.3MIN: 6.87 / MAX: 10.41MIN: 9.55 / MAX: 11.14MIN: 8.72 / MAX: 11.1

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: f32EPYC 2 7R32Xeon W-3275MXeon Platinum 8272CLXeon Platinum 8280Xeon Platinum 8259CL2 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 8480+2 x Xeon Platinum 8375C2 x Xeon Platinum 8375C NUMA off30060090012001500SE +/- 1.29, N = 3SE +/- 16.26, N = 5SE +/- 0.87, N = 3SE +/- 0.33, N = 3SE +/- 0.97, N = 3SE +/- 0.39, N = 3SE +/- 10.37, N = 3SE +/- 0.90, N = 3SE +/- 0.88, N = 3SE +/- 0.85, N = 3SE +/- 0.11, N = 3SE +/- 0.39, N = 3SE +/- 1.02, N = 3SE +/- 0.19, N = 31485.471292.621123.681113.541029.24881.78881.09877.21743.70739.16724.60611.30469.43458.49MIN: 1462.15MIN: 1177.9MIN: 1108.94MIN: 1108.65MIN: 1023.45MIN: 874.01MIN: 860.45MIN: 867.81MIN: 737.27MIN: 731.99MIN: 719.66MIN: 603.09MIN: 455.81MIN: 452.451. (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: CrownXeon Platinum 8259CLXeon W-3275MXeon Platinum 8272CLXeon Platinum 8280Xeon Platinum 8375C2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Platinum 8272CL2 x Xeon Platinum 8272CL NUMA offXeon Platinum 8480+2 x Xeon Platinum 8280EPYC 2 7R322 x Xeon Platinum 8375C NUMA off2 x Xeon Platinum 8375C1530456075SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.05, N = 3SE +/- 0.04, N = 3SE +/- 0.31, N = 3SE +/- 0.15, N = 3SE +/- 0.17, N = 3SE +/- 0.31, N = 3SE +/- 0.18, N = 3SE +/- 0.16, N = 3SE +/- 0.09, N = 3SE +/- 0.08, N = 3SE +/- 0.09, N = 3SE +/- 0.15, N = 321.3824.5525.1226.2837.6338.1038.1243.8243.9945.4745.6147.6569.1469.26MIN: 21.05 / MAX: 21.63MIN: 24.09 / MAX: 24.98MIN: 24.68 / MAX: 25.5MIN: 25.64 / MAX: 26.64MIN: 36.48 / MAX: 39.76MIN: 37.24 / MAX: 39.22MIN: 37.03 / MAX: 39.42MIN: 41.48 / MAX: 45.92MIN: 42.79 / MAX: 45.69MIN: 42.39 / MAX: 48.28MIN: 44.2 / MAX: 47.35MIN: 46.77 / MAX: 49.17MIN: 66.94 / MAX: 73.49MIN: 67.05 / MAX: 73.59

OSPray

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

OpenBenchmarking.orgFPS, More Is BetterOSPray 1.8.5Demo: NASA Streamlines - Renderer: SciVisXeon Platinum 8259CLXeon W-3275MXeon Platinum 8272CLXeon Platinum 8280Xeon Platinum 8375CEPYC 2 7R322 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Platinum 8272CL NUMA off2 x Xeon Platinum 8272CL2 x Xeon Platinum 82802 x Xeon Platinum 8375C NUMA off2 x Xeon Platinum 8375C306090120150SE +/- 0.00, N = 12SE +/- 0.00, N = 3SE +/- 0.00, N = 12SE +/- 0.00, N = 12SE +/- 0.00, N = 12SE +/- 0.00, N = 12SE +/- 0.00, N = 12SE +/- 0.00, N = 13SE +/- 0.00, N = 13SE +/- 0.00, N = 13SE +/- 2.25, N = 15SE +/- 1.62, N = 1543.4845.4547.6250.0071.4376.9276.9276.9290.9190.9190.91136.90140.48MIN: 37.04MIN: 43.48 / MAX: 47.62MIN: 41.67 / MAX: 50MIN: 43.48MIN: 62.5 / MAX: 76.92MIN: 71.43 / MAX: 83.33MIN: 71.43 / MAX: 83.33MIN: 27.78 / MAX: 83.33MIN: 71.43MIN: 28.57MIN: 29.41MIN: 66.67 / MAX: 142.86MIN: 34.48 / MAX: 142.86

Embree

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

OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 3.6.1Binary: Pathtracer ISPC - Model: CrownXeon Platinum 8259CLXeon W-3275MXeon Platinum 8272CLXeon Platinum 8280Xeon Platinum 8375CEPYC 2 7R322 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8272CL NUMA off2 x Xeon Platinum 8272CLXeon Platinum 8480+2 x Xeon Platinum 82802 x Xeon Platinum 8375C NUMA off2 x Xeon Platinum 8375C20406080100SE +/- 0.02, N = 3SE +/- 0.04, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.02, N = 3SE +/- 0.08, N = 3SE +/- 0.38, N = 3SE +/- 0.05, N = 3SE +/- 0.63, N = 5SE +/- 0.46, N = 3SE +/- 0.10, N = 3SE +/- 0.05, N = 3SE +/- 0.06, N = 3SE +/- 0.06, N = 324.7326.4027.7828.7742.6045.1946.1846.4250.9551.2053.2153.2378.5578.63MIN: 24.4 / MAX: 25.05MIN: 25.71 / MAX: 26.95MIN: 27.34 / MAX: 28.17MIN: 28.26 / MAX: 29.24MIN: 41.98 / MAX: 43.65MIN: 44.15 / MAX: 46.52MIN: 42.99 / MAX: 47.93MIN: 45.24 / MAX: 47.89MIN: 45.23 / MAX: 53.81MIN: 47.31 / MAX: 53.67MIN: 50.57 / MAX: 56.71MIN: 51.36 / MAX: 55.83MIN: 75.52 / MAX: 82.95MIN: 75.59 / MAX: 83.02

John The Ripper

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

OpenBenchmarking.orgReal C/S, More Is BetterJohn The Ripper 1.9.0-jumbo-1Test: MD5Xeon Platinum 8259CLXeon W-3275MXeon Platinum 8272CLEPYC 2 7R32Xeon Platinum 8280Xeon 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 8480+2 x Xeon Platinum 8375C2 x Xeon Platinum 8375C NUMA off2M4M6M8M10MSE +/- 9073.77, N = 3SE +/- 14294.52, N = 3SE +/- 34226.37, N = 3SE +/- 30550.50, N = 3SE +/- 14468.36, N = 3SE +/- 1855.92, N = 3SE +/- 41921.89, N = 3SE +/- 11259.56, N = 3SE +/- 27545.92, N = 3SE +/- 32186.95, N = 3SE +/- 67263.16, N = 3SE +/- 14571.66, N = 3SE +/- 103333.33, N = 3SE +/- 29179.52, N = 333840003654000372766739720004090000571433365546676608333710266771500007880000913300010497333107143331. (CC) gcc options: -m64 -lssl -lcrypto -fopenmp -lgmp -pthread -lm -lz -ldl -lcrypt -lbz2

OpenBenchmarking.orgReal C/S, More Is BetterJohn The Ripper 1.9.0-jumbo-1Test: BlowfishXeon Platinum 8259CLXeon Platinum 8272CLXeon W-3275MXeon Platinum 8280Xeon Platinum 8375CEPYC 2 7R322 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8272CL2 x Xeon Platinum 8272CL NUMA off2 x Xeon Platinum 8280Xeon Platinum 8480+2 x Xeon Platinum 8375C2 x Xeon Platinum 8375C NUMA off20K40K60K80K100KSE +/- 8.37, N = 3SE +/- 233.27, N = 3SE +/- 149.28, N = 3SE +/- 99.39, N = 3SE +/- 56.93, N = 3SE +/- 203.51, N = 3SE +/- 107.83, N = 3SE +/- 24.01, N = 3SE +/- 355.34, N = 3SE +/- 275.51, N = 3SE +/- 700.53, N = 3SE +/- 186.70, N = 3SE +/- 1536.33, N = 3SE +/- 33.58, N = 33559939604403264286456326664757088870955783017842084084934091099781118471. (CC) gcc options: -m64 -lssl -lcrypto -fopenmp -lgmp -pthread -lm -lz -ldl -lcrypt -lbz2

Blender

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

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.82Blend File: Pabellon Barcelona - Compute: CPU-OnlyXeon Platinum 8259CLXeon Platinum 8272CLXeon W-3275MXeon Platinum 8280Xeon Platinum 8375C2 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8272CL2 x Xeon Platinum 8272CL NUMA offEPYC 2 7R322 x Xeon Platinum 8280Xeon Platinum 8480+2 x Xeon Platinum 8375C2 x Xeon Platinum 8375C NUMA off70140210280350SE +/- 0.07, N = 3SE +/- 0.31, N = 3SE +/- 0.73, N = 3SE +/- 0.05, N = 3SE +/- 0.06, N = 3SE +/- 0.05, N = 3SE +/- 0.13, N = 3SE +/- 0.50, N = 3SE +/- 0.25, N = 3SE +/- 0.51, N = 3SE +/- 0.26, N = 3SE +/- 0.27, N = 3SE +/- 0.71, N = 3SE +/- 0.80, N = 3305.20271.68265.41246.31177.57158.13157.99143.31142.81132.04129.01122.99100.5199.21

Chaos Group V-RAY

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

OpenBenchmarking.orgKsamples, More Is BetterChaos Group V-RAY 4.10.07Mode: CPUXeon Platinum 8259CLXeon W-3275MXeon Platinum 8272CLXeon Platinum 8280Xeon Platinum 8375C2 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8272CL2 x Xeon Platinum 8272CL NUMA offEPYC 2 7R322 x Xeon Platinum 8280Xeon Platinum 8480+2 x Xeon Platinum 8375C2 x Xeon Platinum 8375C NUMA off20K40K60K80K100KSE +/- 88.49, N = 3SE +/- 401.71, N = 3SE +/- 15.25, N = 3SE +/- 306.00, N = 3SE +/- 481.50, N = 7SE +/- 332.60, N = 3SE +/- 48.95, N = 3SE +/- 584.43, N = 3SE +/- 219.47, N = 3SE +/- 183.86, N = 3SE +/- 474.70, N = 3SE +/- 291.10, N = 3SE +/- 771.09, N = 3SE +/- 778.30, N = 32906133014339473471044760518035305161378621756289764331727368738887937

Embree

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

OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 3.6.1Binary: Pathtracer - Model: Asian DragonXeon Platinum 8259CLXeon W-3275MXeon Platinum 8272CLXeon Platinum 8280Xeon Platinum 8375C2 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA offEPYC 2 7R322 x Xeon Platinum 8272CL NUMA off2 x Xeon Platinum 8272CLXeon Platinum 8480+2 x Xeon Platinum 82802 x Xeon Platinum 8375C NUMA off2 x Xeon Platinum 8375C20406080100SE +/- 0.05, N = 3SE +/- 0.05, N = 3SE +/- 0.05, N = 3SE +/- 0.04, N = 3SE +/- 0.08, N = 3SE +/- 0.38, N = 3SE +/- 0.08, N = 3SE +/- 0.06, N = 3SE +/- 0.14, N = 3SE +/- 0.27, N = 3SE +/- 0.17, N = 3SE +/- 0.16, N = 3SE +/- 0.40, N = 3SE +/- 0.12, N = 326.0630.1130.5732.2544.3146.7946.9152.9554.2054.2056.5757.4978.5478.77MIN: 25.85 / MAX: 26.28MIN: 29.8 / MAX: 30.54MIN: 30.32 / MAX: 30.89MIN: 32 / MAX: 32.54MIN: 43.55 / MAX: 45.94MIN: 44.43 / MAX: 47.97MIN: 46.17 / MAX: 47.87MIN: 52.3 / MAX: 53.84MIN: 53.05 / MAX: 55.48MIN: 52.81 / MAX: 55.78MIN: 53.23 / MAX: 58.38MIN: 55.98 / MAX: 58.87MIN: 73.71 / MAX: 82.39MIN: 75.79 / MAX: 82.75

Intel MPI Benchmarks

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

OpenBenchmarking.orgAverage Msg/sec, More Is BetterIntel MPI Benchmarks 2019.3Test: IMB-P2P PingPongXeon Platinum 8280Xeon Platinum 8259CLXeon Platinum 8272CLXeon W-3275MEPYC 2 7R32Xeon Platinum 8375CXeon Platinum 8480+2 x Xeon Platinum 82802 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8272CL2 x Xeon Platinum 8272CL NUMA off2 x Xeon Platinum 8375C NUMA off2 x Xeon Platinum 8375C11M22M33M44M55MSE +/- 33688.94, N = 3SE +/- 30074.61, N = 3SE +/- 60171.59, N = 3SE +/- 59477.15, N = 3SE +/- 40509.97, N = 3SE +/- 216886.06, N = 3SE +/- 70410.43, N = 3SE +/- 66348.18, N = 3SE +/- 80057.86, N = 3SE +/- 105849.64, N = 3SE +/- 90521.14, N = 3SE +/- 199886.33, N = 3SE +/- 568664.40, N = 3SE +/- 285425.17, N = 316653864.7716759832.2619096342.6520246604.6220348261.0324658155.9627196959.4331821690.5531988149.2532444647.4336807805.9336872935.1449151696.0650148418.00MIN: 5455 / MAX: 45833330MIN: 4962 / MAX: 43240261MIN: 4992 / MAX: 49169237MIN: 5167 / MAX: 52108336MIN: 6272 / MAX: 47546902MIN: 6906 / MAX: 64523629MIN: 10672 / MAX: 68333347MIN: 9950 / MAX: 90956260MIN: 9163 / MAX: 84595469MIN: 5770 / MAX: 85492119MIN: 9236 / MAX: 94667517MIN: 5799 / MAX: 95284327MIN: 9132 / MAX: 132488506MIN: 12462 / MAX: 1344175721. (CXX) g++ options: -O0 -pedantic -fopenmp -pthread -lmpi_cxx -lmpi

OSPray

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

OpenBenchmarking.orgFPS, More Is BetterOSPray 1.8.5Demo: Magnetic Reconnection - Renderer: SciVisXeon Platinum 8259CLEPYC 2 7R32Xeon W-3275MXeon Platinum 8272CLXeon Platinum 82802 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CLXeon Platinum 8375C2 x Xeon Platinum 8272CL NUMA off2 x Xeon Platinum 8272CL2 x Xeon Platinum 82802 x Xeon Platinum 8375C2 x Xeon Platinum 8375C NUMA off20406080100SE +/- 0.00, N = 12SE +/- 0.60, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 12SE +/- 0.00, N = 12SE +/- 0.00, N = 12SE +/- 1.45, N = 12SE +/- 0.00, N = 1537.0440.0040.0040.0042.8762.5062.5062.5071.4371.4371.43108.33111.11MIN: 33.33MIN: 38.46 / MAX: 41.67MIN: 37.04MIN: 34.48 / MAX: 41.67MIN: 38.46 / MAX: 43.48MIN: 58.82 / MAX: 66.67MIN: 18.52 / MAX: 66.67MIN: 58.82 / MAX: 66.67MIN: 58.82MIN: 19.23MIN: 15.87 / MAX: 76.92MIN: 22.22 / MAX: 111.11MIN: 76.92

MKL-DNN DNNL

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

OpenBenchmarking.orgms, Fewer Is BetterMKL-DNN DNNL 1.1Harness: Convolution Batch conv_3d - Data Type: u8s8f32Xeon Platinum 8259CLXeon Platinum 8272CLXeon W-3275MXeon Platinum 8280Xeon Platinum 8375C2 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8272CL2 x Xeon Platinum 8272CL NUMA offEPYC 2 7R322 x Xeon Platinum 8280Xeon Platinum 8480+2 x Xeon Platinum 8375C2 x Xeon Platinum 8375C NUMA off15003000450060007500SE +/- 5.52, N = 3SE +/- 14.11, N = 3SE +/- 41.02, N = 3SE +/- 11.11, N = 3SE +/- 1.23, N = 3SE +/- 7.22, N = 3SE +/- 11.90, N = 3SE +/- 15.22, N = 3SE +/- 16.05, N = 3SE +/- 25.92, N = 3SE +/- 7.97, N = 3SE +/- 5.84, N = 3SE +/- 7.16, N = 3SE +/- 10.36, N = 37095.626437.606183.115919.944454.223551.383548.603271.403243.003076.763005.482550.212540.742382.11MIN: 7085.95MIN: 6341.76MIN: 5934.01MIN: 5895.99MIN: 4426.84MIN: 3527.13MIN: 3529.41MIN: 3209.1MIN: 3183.9MIN: 3011.81MIN: 2934.55MIN: 2528.47MIN: 2390.74MIN: 2282.911. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl

Embree

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

OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 3.6.1Binary: Pathtracer - Model: Asian Dragon ObjXeon Platinum 8259CLXeon W-3275MXeon Platinum 8272CLXeon Platinum 8280Xeon Platinum 8375C2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CLEPYC 2 7R322 x Xeon Platinum 8272CL NUMA off2 x Xeon Platinum 8272CLXeon Platinum 8480+2 x Xeon Platinum 82802 x Xeon Platinum 8375C NUMA off2 x Xeon Platinum 8375C1632486480SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.06, N = 3SE +/- 0.03, N = 3SE +/- 0.05, N = 3SE +/- 0.04, N = 3SE +/- 0.03, N = 3SE +/- 0.06, N = 3SE +/- 0.30, N = 3SE +/- 0.05, N = 3SE +/- 0.11, N = 3SE +/- 0.19, N = 3SE +/- 0.04, N = 323.7227.2027.6729.2140.1842.4942.7647.5849.1149.2851.5951.7970.0570.39MIN: 23.57 / MAX: 23.92MIN: 26.82 / MAX: 27.54MIN: 27.31 / MAX: 27.95MIN: 28.89 / MAX: 29.61MIN: 39.6 / MAX: 41.68MIN: 41.76 / MAX: 43.28MIN: 42.06 / MAX: 43.59MIN: 46.92 / MAX: 48.74MIN: 48.15 / MAX: 50.25MIN: 47.13 / MAX: 50.81MIN: 49.79 / MAX: 53.4MIN: 50.62 / MAX: 53.17MIN: 66.65 / MAX: 74.31MIN: 67.53 / MAX: 74.84

OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 3.6.1Binary: Pathtracer ISPC - Model: Asian DragonXeon Platinum 8259CLXeon W-3275MXeon Platinum 8272CLXeon Platinum 8280EPYC 2 7R32Xeon 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 8280Xeon Platinum 8480+2 x Xeon Platinum 8375C2 x Xeon Platinum 8375C NUMA off20406080100SE +/- 0.03, N = 3SE +/- 0.08, N = 3SE +/- 0.03, N = 3SE +/- 0.06, N = 3SE +/- 0.03, N = 3SE +/- 0.04, N = 3SE +/- 0.12, N = 3SE +/- 0.06, N = 3SE +/- 0.12, N = 3SE +/- 0.05, N = 3SE +/- 0.03, N = 3SE +/- 0.20, N = 3SE +/- 0.51, N = 3SE +/- 0.08, N = 332.9135.1536.7538.3152.3553.5759.0559.0665.3765.5568.4271.6295.2795.99MIN: 32.68 / MAX: 33.18MIN: 33.95 / MAX: 35.72MIN: 36.43 / MAX: 37.08MIN: 37.87 / MAX: 38.72MIN: 51.67 / MAX: 53.48MIN: 52.72 / MAX: 54.62MIN: 57.78 / MAX: 60.29MIN: 57.51 / MAX: 60.42MIN: 63.67 / MAX: 66.98MIN: 64.05 / MAX: 67.28MIN: 66.22 / MAX: 70.39MIN: 66.7 / MAX: 74.09MIN: 91.48 / MAX: 98.3MIN: 92.5 / MAX: 98.6

OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 3.6.1Binary: Pathtracer ISPC - Model: Asian Dragon ObjXeon Platinum 8259CLXeon W-3275MXeon Platinum 8272CLXeon Platinum 8280EPYC 2 7R32Xeon Platinum 8375C2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Platinum 8272CL NUMA off2 x Xeon Platinum 8272CL2 x Xeon Platinum 8280Xeon Platinum 8480+2 x Xeon Platinum 8375C2 x Xeon Platinum 8375C NUMA off20406080100SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.02, N = 3SE +/- 0.02, N = 3SE +/- 0.03, N = 3SE +/- 0.05, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.04, N = 3SE +/- 0.03, N = 3SE +/- 0.05, N = 3SE +/- 0.04, N = 3SE +/- 0.03, N = 3SE +/- 0.07, N = 328.2930.3531.5733.0545.4346.1450.8650.9856.4656.5158.6962.0581.9082.32MIN: 28.06 / MAX: 28.6MIN: 29.95 / MAX: 30.77MIN: 31.3 / MAX: 31.91MIN: 32.72 / MAX: 33.4MIN: 44.82 / MAX: 46.53MIN: 45.35 / MAX: 47.2MIN: 49.88 / MAX: 52.05MIN: 49.91 / MAX: 52.27MIN: 55.08 / MAX: 57.97MIN: 55.22 / MAX: 58.38MIN: 56.97 / MAX: 60.91MIN: 59.57 / MAX: 64.55MIN: 79.15 / MAX: 84.55MIN: 79.32 / MAX: 84.86

MKL-DNN DNNL

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

OpenBenchmarking.orgms, Fewer Is BetterMKL-DNN DNNL 1.1Harness: Convolution Batch conv_googlenet_v3 - Data Type: f32Xeon W-3275MXeon Platinum 8259CLXeon Platinum 8272CLEPYC 2 7R32Xeon Platinum 8280Xeon Platinum 8375C2 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8272CL2 x Xeon Platinum 8272CL NUMA off2 x Xeon Platinum 82802 x Xeon Platinum 8375CXeon Platinum 8480+2 x Xeon Platinum 8375C NUMA off1122334455SE +/- 0.07, N = 3SE +/- 0.04, N = 3SE +/- 0.08, N = 3SE +/- 0.19, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.10, N = 3SE +/- 0.02, N = 3SE +/- 0.03, N = 3SE +/- 0.09, N = 3SE +/- 0.09, N = 3SE +/- 0.18, N = 12SE +/- 0.01, N = 3SE +/- 0.08, N = 349.8748.0645.1342.5442.0830.8325.7725.0724.1123.6723.1821.0120.0517.35MIN: 44.78MIN: 47.62MIN: 43.29MIN: 40.72MIN: 41.31MIN: 29.83MIN: 24.46MIN: 24.48MIN: 22.8MIN: 22.38MIN: 22MIN: 16.59MIN: 19.6MIN: 16.521. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl

High Performance Conjugate Gradient

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

OpenBenchmarking.orgGFLOP/s, More Is BetterHigh Performance Conjugate Gradient 3.1Xeon Platinum 8259CLXeon W-3275MXeon Platinum 82802 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8272CL NUMA offEPYC 2 7R32Xeon Platinum 8375CXeon Platinum 8480+2 x Xeon Platinum 8272CL2 x Xeon Platinum 8259CL2 x Xeon Platinum 8375C NUMA off2 x Xeon Platinum 82802 x Xeon Platinum 8375C918273645SE +/- 0.03, N = 3SE +/- 0.15, N = 3SE +/- 0.04, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.09, N = 3SE +/- 0.09, N = 3SE +/- 0.13, N = 3SE +/- 0.01, N = 3SE +/- 0.25, N = 3SE +/- 0.19, N = 313.6414.1614.9116.5216.5317.0620.1726.5226.7027.1127.2128.8539.161. (CXX) g++ options: -O3 -ffast-math -ftree-vectorize -pthread -lmpi_cxx -lmpi

Stockfish

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

OpenBenchmarking.orgNodes Per Second, More Is BetterStockfish 9Total TimeXeon Platinum 8259CLXeon Platinum 8272CLXeon W-3275MXeon Platinum 8280Xeon Platinum 8375C2 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8272CL NUMA off2 x Xeon Platinum 8272CLEPYC 2 7R322 x Xeon Platinum 8280Xeon Platinum 8480+2 x Xeon Platinum 8375C2 x Xeon Platinum 8375C NUMA off30M60M90M120M150MSE +/- 114508.53, N = 3SE +/- 54908.55, N = 3SE +/- 709349.35, N = 3SE +/- 829358.84, N = 3SE +/- 828671.04, N = 3SE +/- 336693.20, N = 3SE +/- 102308.18, N = 3SE +/- 1396988.17, N = 4SE +/- 1934115.41, N = 3SE +/- 1223161.47, N = 3SE +/- 902995.35, N = 3SE +/- 541700.90, N = 3SE +/- 1266085.84, N = 3SE +/- 2015291.67, N = 354437117581721076117065162891312853132421035138531041066761097533771123627231167650281197157951309836021529068601531134921. (CXX) g++ options: -m64 -lpthread -fno-exceptions -std=c++11 -pedantic -O3 -msse -msse3 -mpopcnt -flto

Blender

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

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.82Blend File: BMW27 - Compute: CPU-OnlyXeon Platinum 8259CLXeon Platinum 8272CLXeon W-3275MXeon Platinum 8280Xeon Platinum 8375C2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CLEPYC 2 7R322 x Xeon Platinum 8272CL2 x Xeon Platinum 8272CL NUMA off2 x Xeon Platinum 8280Xeon Platinum 8480+2 x Xeon Platinum 8375C2 x Xeon Platinum 8375C NUMA off20406080100SE +/- 0.14, N = 3SE +/- 0.26, N = 3SE +/- 0.12, N = 3SE +/- 0.09, N = 3SE +/- 0.10, N = 3SE +/- 0.05, N = 3SE +/- 0.11, N = 3SE +/- 0.10, N = 3SE +/- 0.21, N = 3SE +/- 0.06, N = 3SE +/- 0.09, N = 3SE +/- 0.08, N = 3SE +/- 0.15, N = 3SE +/- 0.09, N = 386.8975.8674.9669.8052.2848.0047.6341.7641.3341.2238.7935.2731.1031.09

asmFish

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

OpenBenchmarking.orgNodes/second, More Is BetterasmFish 2018-07-231024 Hash Memory, 26 DepthXeon Platinum 8259CLXeon Platinum 8272CLXeon W-3275MXeon Platinum 8280Xeon Platinum 8375C2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8272CL NUMA offEPYC 2 7R322 x Xeon Platinum 8259CL2 x Xeon Platinum 8272CLXeon Platinum 8480+2 x Xeon Platinum 82802 x Xeon Platinum 8375C NUMA off2 x Xeon Platinum 8375C40M80M120M160M200MSE +/- 95127.60, N = 3SE +/- 950786.26, N = 3SE +/- 845752.34, N = 4SE +/- 450047.19, N = 3SE +/- 597319.54, N = 3SE +/- 1538634.72, N = 3SE +/- 526881.33, N = 3SE +/- 617926.69, N = 3SE +/- 1707658.59, N = 3SE +/- 499401.71, N = 3SE +/- 197662.62, N = 3SE +/- 491864.96, N = 3SE +/- 441971.10, N = 3SE +/- 721194.49, N = 35935079464230868662256416876207593896899105070606107388344113278977119912357122933930127442524133839896148521449164553317

NAS Parallel Benchmarks

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

OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: LU.CXeon Platinum 8259CLXeon W-3275MXeon Platinum 82802 x Xeon Platinum 8259CL NUMA offXeon Platinum 8375CEPYC 2 7R32Xeon Platinum 8480+2 x Xeon Platinum 8259CL2 x Xeon Platinum 82802 x Xeon Platinum 8375C NUMA off2 x Xeon Platinum 8375C40K80K120K160K200KSE +/- 7.82, N = 3SE +/- 35.10, N = 3SE +/- 82.95, N = 3SE +/- 32.58, N = 3SE +/- 630.50, N = 3SE +/- 139.53, N = 3SE +/- 1233.36, N = 3SE +/- 55.32, N = 3SE +/- 188.25, N = 3SE +/- 1042.35, N = 3SE +/- 2597.03, N = 1565522.4669606.8474255.6794642.9997414.0799821.89114346.40120961.91140090.32152798.56177387.181. (F9X) gfortran options: -O3 -march=native -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi2. Xeon Platinum 8259CL: Open MPI 3.1.33. Xeon W-3275M: Open MPI 3.1.34. Xeon Platinum 8280: Open MPI 4.0.3rc45. 2 x Xeon Platinum 8259CL NUMA off: Open MPI 3.1.36. Xeon Platinum 8375C: Open MPI 3.1.37. EPYC 2 7R32: Open MPI 3.1.38. Xeon Platinum 8480+: Open MPI 3.1.39. 2 x Xeon Platinum 8259CL: Open MPI 3.1.310. 2 x Xeon Platinum 8280: Open MPI 4.0.3rc411. 2 x Xeon Platinum 8375C NUMA off: Open MPI 3.1.312. 2 x Xeon Platinum 8375C: Open MPI 3.1.3

MKL-DNN DNNL

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

OpenBenchmarking.orgms, Fewer Is BetterMKL-DNN DNNL 1.1Harness: Convolution Batch conv_all - Data Type: f32Xeon W-3275MXeon Platinum 8259CLXeon Platinum 8272CLXeon Platinum 8280EPYC 2 7R32Xeon Platinum 8375C2 x Xeon Platinum 8259CL2 x Xeon Platinum 8272CL2 x Xeon Platinum 82802 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8272CL NUMA off2 x Xeon Platinum 8375CXeon Platinum 8480+2 x Xeon Platinum 8375C NUMA off2004006008001000SE +/- 0.68, N = 3SE +/- 0.32, N = 3SE +/- 0.28, N = 3SE +/- 0.39, N = 3SE +/- 2.05, N = 3SE +/- 0.29, N = 3SE +/- 0.29, N = 3SE +/- 0.50, N = 3SE +/- 0.78, N = 3SE +/- 0.29, N = 3SE +/- 0.30, N = 3SE +/- 5.03, N = 3SE +/- 3.63, N = 3SE +/- 0.26, N = 3878.39874.20821.97765.75710.14598.19559.47534.33496.82461.94436.86399.24350.62327.28MIN: 819.94MIN: 868.41MIN: 794.87MIN: 755.35MIN: 700.52MIN: 588.29MIN: 553.8MIN: 520.78MIN: 488.36MIN: 457.45MIN: 423.96MIN: 367.6MIN: 342.71MIN: 316.031. (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_3d - Data Type: f32Xeon W-3275MEPYC 2 7R32Xeon Platinum 8259CLXeon Platinum 8272CLXeon Platinum 8280Xeon 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 8480+2 x Xeon Platinum 8375C2 x Xeon Platinum 8375C NUMA off0.51191.02381.53572.04762.5595SE +/- 0.018012, N = 3SE +/- 0.006027, N = 3SE +/- 0.005714, N = 3SE +/- 0.002172, N = 3SE +/- 0.000323, N = 3SE +/- 0.005784, N = 3SE +/- 0.001182, N = 3SE +/- 0.003885, N = 3SE +/- 0.001856, N = 3SE +/- 0.003163, N = 3SE +/- 0.003732, N = 3SE +/- 0.013699, N = 3SE +/- 0.000385, N = 3SE +/- 0.001131, N = 32.2752602.2047102.2005302.1658101.9627901.3409601.2664901.2639501.2529401.2512701.1360801.0219900.8525180.851007MIN: 2.12MIN: 2.14MIN: 2.17MIN: 2.07MIN: 1.95MIN: 1.3MIN: 1.24MIN: 1.24MIN: 1.22MIN: 1.22MIN: 1.1MIN: 0.99MIN: 0.83MIN: 0.831. (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.CXeon Platinum 8259CLXeon Platinum 8272CLXeon W-3275MXeon Platinum 8280EPYC 2 7R32Xeon Platinum 8480+Xeon 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 82802 x Xeon Platinum 8375C2 x Xeon Platinum 8375C NUMA off14002800420056007000SE +/- 14.22, N = 3SE +/- 17.03, N = 3SE +/- 40.50, N = 3SE +/- 44.67, N = 3SE +/- 31.12, N = 3SE +/- 3.84, N = 3SE +/- 107.97, N = 15SE +/- 77.32, N = 3SE +/- 34.33, N = 3SE +/- 40.42, N = 3SE +/- 25.51, N = 3SE +/- 88.25, N = 3SE +/- 202.13, N = 15SE +/- 138.06, N = 152641.322974.153025.113194.183485.993863.004003.825052.635059.025667.765763.376104.946352.446744.571. (F9X) gfortran options: -O3 -march=native -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi2. Xeon Platinum 8259CL: Open MPI 3.1.33. Xeon Platinum 8272CL: Open MPI 3.1.34. Xeon W-3275M: Open MPI 3.1.35. Xeon Platinum 8280: Open MPI 4.0.3rc46. EPYC 2 7R32: Open MPI 3.1.37. Xeon Platinum 8480+: Open MPI 3.1.38. Xeon Platinum 8375C: Open MPI 3.1.39. 2 x Xeon Platinum 8259CL: Open MPI 3.1.310. 2 x Xeon Platinum 8259CL NUMA off: Open MPI 3.1.311. 2 x Xeon Platinum 8272CL NUMA off: Open MPI 3.1.312. 2 x Xeon Platinum 8272CL: Open MPI 3.1.313. 2 x Xeon Platinum 8280: Open MPI 4.0.3rc414. 2 x Xeon Platinum 8375C: Open MPI 3.1.315. 2 x Xeon Platinum 8375C NUMA off: Open MPI 3.1.3

MKL-DNN DNNL

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

OpenBenchmarking.orgms, Fewer Is BetterMKL-DNN DNNL 1.1Harness: Convolution Batch conv_alexnet - Data Type: f32Xeon W-3275MXeon Platinum 8259CLXeon Platinum 8272CLEPYC 2 7R32Xeon Platinum 8280Xeon Platinum 8375C2 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8272CL2 x Xeon Platinum 8272CL NUMA off2 x Xeon Platinum 82802 x Xeon Platinum 8375CXeon Platinum 8480+2 x Xeon Platinum 8375C NUMA off20406080100SE +/- 0.11, N = 3SE +/- 0.12, N = 3SE +/- 0.09, N = 3SE +/- 1.13, N = 3SE +/- 0.06, N = 3SE +/- 0.05, N = 3SE +/- 0.23, N = 3SE +/- 0.20, N = 3SE +/- 0.50, N = 3SE +/- 0.11, N = 3SE +/- 0.08, N = 3SE +/- 0.03, N = 3SE +/- 0.07, N = 3SE +/- 0.02, N = 3108.57107.8098.6796.6994.1983.3656.6555.3653.0051.4449.8443.8643.6642.91MIN: 102.46MIN: 106.14MIN: 97.89MIN: 93.63MIN: 93.73MIN: 82.91MIN: 54.78MIN: 54.28MIN: 50.88MIN: 50.35MIN: 48.76MIN: 42.5MIN: 43.12MIN: 41.861. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl

Blender

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

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.82Blend File: Fishy Cat - Compute: CPU-OnlyXeon Platinum 8259CLXeon Platinum 8272CLXeon W-3275MXeon Platinum 8280Xeon Platinum 8375C2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Platinum 8272CL NUMA off2 x Xeon Platinum 8272CL2 x Xeon Platinum 8280EPYC 2 7R32Xeon Platinum 8480+2 x Xeon Platinum 8375C2 x Xeon Platinum 8375C NUMA off306090120150SE +/- 0.08, N = 3SE +/- 0.14, N = 3SE +/- 0.05, N = 3SE +/- 0.16, N = 3SE +/- 0.08, N = 3SE +/- 0.14, N = 3SE +/- 0.11, N = 3SE +/- 0.19, N = 3SE +/- 0.23, N = 3SE +/- 0.03, N = 3SE +/- 0.05, N = 3SE +/- 0.09, N = 3SE +/- 0.12, N = 3SE +/- 0.09, N = 3134.22119.36118.09110.6781.6479.2279.0070.2270.1266.3965.6761.4953.9653.69

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 8259CL NUMA off2 x Xeon Platinum 8272CL NUMA off2 x Xeon Platinum 8259CLXeon Platinum 8259CL2 x Xeon Platinum 8272CLXeon Platinum 8272CL2 x Xeon Platinum 8375C NUMA off2 x Xeon Platinum 8280Xeon Platinum 82802 x Xeon Platinum 8375CXeon Platinum 8375CXeon W-3275MEPYC 2 7R32Xeon Platinum 8480+510152025SE +/- 0.03, N = 3SE +/- 0.05, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.11, N = 3SE +/- 0.04, N = 3SE +/- 0.07, N = 3SE +/- 0.09, N = 3SE +/- 0.07, N = 3SE +/- 0.04, N = 3SE +/- 0.02, N = 3SE +/- 0.19, N = 3SE +/- 0.09, N = 3SE +/- 0.02, N = 319.6219.0518.7618.6717.9417.8317.5417.1917.1917.0817.0515.7815.167.99

Tungsten Renderer

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

OpenBenchmarking.orgSeconds, Fewer Is BetterTungsten Renderer 0.2.2Scene: HairXeon Platinum 8259CLXeon Platinum 8272CLXeon W-3275MXeon Platinum 82802 x Xeon Platinum 8259CLXeon Platinum 8375C2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8272CL2 x Xeon Platinum 8272CL NUMA off2 x Xeon Platinum 8280EPYC 2 7R32Xeon Platinum 8480+2 x Xeon Platinum 8375C NUMA off2 x Xeon Platinum 8375C48121620SE +/- 0.03318, N = 3SE +/- 0.04470, N = 3SE +/- 0.05256, N = 3SE +/- 0.03914, N = 3SE +/- 0.05659, N = 3SE +/- 0.01484, N = 3SE +/- 0.05235, N = 3SE +/- 0.10478, N = 3SE +/- 0.00398, N = 3SE +/- 0.11249, N = 3SE +/- 0.05445, N = 3SE +/- 0.09675, N = 4SE +/- 0.06608, N = 3SE +/- 0.02429, N = 314.8046013.8818012.7104012.686309.262179.213659.090738.667918.347447.827067.674556.665296.117906.05668-msse4.1 -msse4.2 -mfma -mbmi2 -mavx512f -mavx512vl -mavx512cd -mavx512dq -mavx512bw -mno-sse4a-msse4.1 -msse4.2 -mfma -mbmi2 -mavx512f -mavx512vl -mavx512cd -mavx512dq -mavx512bw -mno-sse4a-msse4.1 -msse4.2 -mfma -mbmi2 -mavx512f -mavx512vl -mavx512cd -mavx512dq -mavx512bw -mno-sse4a -ljpeg-msse4.1 -msse4.2 -mfma -mbmi2 -mavx512f -mavx512vl -mavx512cd -mavx512dq -mavx512bw -mno-sse4a-msse4.1 -msse4.2 -mfma -mbmi2 -mavx512f -mavx512vl -mavx512cd -mavx512dq -mavx512bw -mno-sse4a-march=core2 -mno-sse4.1 -mno-sse4.2 -mno-sse4a -mno-fma -mno-bmi2 -mno-avx512f -mno-avx512vl -mno-avx512cd -mno-avx512dq -mno-avx512bw-msse4.1 -msse4.2 -mfma -mbmi2 -mavx512f -mavx512vl -mavx512cd -mavx512dq -mavx512bw -mno-sse4a-msse4.1 -msse4.2 -mfma -mbmi2 -mavx512f -mavx512vl -mavx512cd -mavx512dq -mavx512bw -mno-sse4a-msse4.1 -msse4.2 -mfma -mbmi2 -mavx512f -mavx512vl -mavx512cd -mavx512dq -mavx512bw -mno-sse4a-msse4.1 -msse4.2 -mfma -mbmi2 -mavx512f -mavx512vl -mavx512cd -mavx512dq -mavx512bw -mno-sse4a-march=znver1 -msse4.1 -msse4.2 -msse4a -mfma -mbmi2 -mno-avx512f -mno-avx512vl -mno-avx512cd -mno-avx512dq -mno-avx512bw-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=core2 -mno-sse4.1 -mno-sse4.2 -mno-sse4a -mno-fma -mno-bmi2 -mno-avx512f -mno-avx512vl -mno-avx512cd -mno-avx512dq -mno-avx512bw-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 -lpthread -ldl

PyPerformance

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

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: python_startup2 x Xeon Platinum 8272CL NUMA offXeon Platinum 8480+2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8375C NUMA off2 x Xeon Platinum 8375CXeon Platinum 8375CXeon W-3275MEPYC 2 7R322 x Xeon Platinum 8272CLXeon Platinum 8272CLXeon Platinum 8259CL2 x Xeon Platinum 8259CL2 x Xeon Platinum 8280Xeon Platinum 8280612182430SE +/- 0.03, N = 3SE +/- 0.00, N = 3SE +/- 0.03, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.09, N = 3SE +/- 0.00, N = 3SE +/- 0.07, N = 3SE +/- 0.00, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.07, N = 325.223.422.620.419.819.817.716.311.811.611.411.311.211.2

Nettle

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

OpenBenchmarking.orgMbyte/s, More Is BetterNettle 3.5.1Test: poly1305-aesXeon Platinum 8480+2 x Xeon Platinum 8375C NUMA offXeon Platinum 8375C2 x Xeon Platinum 8375CEPYC 2 7R32Xeon Platinum 8259CL2 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8272CL2 x Xeon Platinum 8272CL NUMA offXeon Platinum 8272CLXeon Platinum 82802 x Xeon Platinum 8280Xeon W-3275M7001400210028003500SE +/- 0.09, N = 3SE +/- 2.03, N = 3SE +/- 2.47, N = 3SE +/- 35.93, N = 15SE +/- 0.71, N = 3SE +/- 12.50, N = 3SE +/- 15.23, N = 3SE +/- 0.36, N = 3SE +/- 3.72, N = 3SE +/- 2.42, N = 3SE +/- 12.97, N = 3SE +/- 0.87, N = 3SE +/- 1.10, N = 3SE +/- 24.77, N = 31439.351909.431909.601963.032046.352492.482497.862516.872654.232657.682661.612867.482868.693207.981. (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_1d - Data Type: f32EPYC 2 7R32Xeon W-3275MXeon Platinum 8259CLXeon Platinum 8272CLXeon Platinum 82802 x Xeon Platinum 8272CL2 x Xeon Platinum 8272CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Platinum 8280Xeon Platinum 8375C2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8375C NUMA off2 x Xeon Platinum 8375CXeon Platinum 8480+0.50071.00141.50212.00282.5035SE +/- 0.019719, N = 3SE +/- 0.012727, N = 3SE +/- 0.000966, N = 3SE +/- 0.001211, N = 3SE +/- 0.001574, N = 3SE +/- 0.001218, N = 3SE +/- 0.002914, N = 3SE +/- 0.006932, N = 3SE +/- 0.003180, N = 3SE +/- 0.000614, N = 3SE +/- 0.000656, N = 3SE +/- 0.004528, N = 3SE +/- 0.005279, N = 3SE +/- 0.002767, N = 32.2254001.7451501.6392801.4708401.4623201.3441101.3039501.2579501.2402901.2400101.2258901.0311501.0189000.998629MIN: 2.11MIN: 1.55MIN: 1.61MIN: 1.43MIN: 1.44MIN: 1.23MIN: 1.2MIN: 1.2MIN: 1.17MIN: 1.2MIN: 1.18MIN: 0.98MIN: 0.96MIN: 0.941. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl

dav1d

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

OpenBenchmarking.orgFPS, More Is Betterdav1d 0.6.0Video Input: Chimera 1080p 10-bitXeon Platinum 8272CLXeon Platinum 8280Xeon Platinum 8259CLXeon W-3275M2 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 8480+2 x Xeon Platinum 8375C2 x Xeon Platinum 8375C NUMA offEPYC 2 7R32306090120150SE +/- 0.18, N = 3SE +/- 0.12, N = 3SE +/- 0.13, N = 3SE +/- 0.05, N = 3SE +/- 0.27, N = 3SE +/- 0.45, N = 3SE +/- 0.07, N = 3SE +/- 0.56, N = 3SE +/- 0.04, N = 3SE +/- 0.62, N = 3SE +/- 0.06, N = 3SE +/- 0.19, N = 3SE +/- 0.57, N = 3SE +/- 0.60, N = 363.0165.4067.3381.6082.6582.8785.1488.6689.5596.9397.53118.37118.88140.14MIN: 47.23 / MAX: 110.25MIN: 49.2 / MAX: 111MIN: 49.41 / MAX: 122.02MIN: 55.07 / MAX: 147.52MIN: 65.81 / MAX: 118.98MIN: 65.6 / MAX: 121.56MIN: 66.74 / MAX: 126.85MIN: 69.45 / MAX: 129.53MIN: 69.22 / MAX: 130.8MIN: 68.44 / MAX: 150.56MIN: 72.28 / MAX: 140.3MIN: 86.83 / MAX: 179.15MIN: 87.23 / MAX: 179.18MIN: 101.2 / MAX: 212.941. (CC) gcc options: -pthread

Basis Universal

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

OpenBenchmarking.orgSeconds, Fewer Is BetterBasis Universal 1.12Settings: UASTC Level 3Xeon Platinum 8259CLXeon Platinum 8272CLXeon Platinum 8280Xeon W-3275MXeon 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 7R322 x Xeon Platinum 8375C NUMA off2 x Xeon Platinum 8375CXeon Platinum 8480+816243240SE +/- 0.02, N = 3SE +/- 0.09, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.06, N = 3SE +/- 0.02, N = 3SE +/- 0.08, N = 3SE +/- 0.25, N = 6SE +/- 0.02, N = 3SE +/- 0.02, N = 3SE +/- 0.06, N = 3SE +/- 0.26, N = 3SE +/- 0.05, N = 3SE +/- 0.10, N = 335.9832.2030.6930.6326.6023.1523.0921.4021.1219.8919.1917.3416.9216.271. (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: Barbershop - Compute: CPU-OnlyXeon Platinum 8259CLXeon Platinum 8272CLXeon W-3275MXeon Platinum 8280Xeon Platinum 8375C2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Platinum 8272CL2 x Xeon Platinum 8272CL NUMA offXeon Platinum 8480+2 x Xeon Platinum 8280EPYC 2 7R322 x Xeon Platinum 8375C2 x Xeon Platinum 8375C NUMA off80160240320400SE +/- 0.10, N = 3SE +/- 0.21, N = 3SE +/- 0.22, N = 3SE +/- 0.20, N = 3SE +/- 0.41, N = 3SE +/- 0.10, N = 3SE +/- 0.16, N = 3SE +/- 0.56, N = 3SE +/- 0.14, N = 3SE +/- 0.19, N = 3SE +/- 0.40, N = 3SE +/- 0.49, N = 3SE +/- 0.83, N = 3SE +/- 0.37, N = 3350.47310.51304.79287.80218.42211.37211.33195.96195.61189.21187.33177.79161.71158.72

Appleseed

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

OpenBenchmarking.orgSeconds, Fewer Is BetterAppleseed 2.0 BetaScene: Material Tester2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8272CL NUMA off2 x Xeon Platinum 82802 x Xeon Platinum 8272CL2 x Xeon Platinum 8375C2 x Xeon Platinum 8259CL2 x Xeon Platinum 8375C NUMA offEPYC 2 7R32Xeon Platinum 8480+Xeon Platinum 8272CLXeon Platinum 8259CLXeon W-3275MXeon Platinum 8280Xeon Platinum 8375C4080120160200197.29195.11193.44186.31185.45185.23179.24175.19129.15129.03128.00124.15123.9890.82

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 8259CL NUMA off2 x Xeon Platinum 8259CLXeon Platinum 8259CL2 x Xeon Platinum 8272CL NUMA offXeon Platinum 8272CL2 x Xeon Platinum 8272CLXeon Platinum 82802 x Xeon Platinum 8280EPYC 2 7R32Xeon W-3275M2 x Xeon Platinum 8375C NUMA off2 x Xeon Platinum 8375CXeon Platinum 8375CXeon Platinum 8480+15003000450060007500SE +/- 2.97, N = 3SE +/- 1.57, N = 3SE +/- 1.29, N = 3SE +/- 10.51, N = 3SE +/- 6.12, N = 3SE +/- 1.29, N = 3SE +/- 4.11, N = 3SE +/- 5.39, N = 3SE +/- 22.45, N = 3SE +/- 3.72, N = 3SE +/- 6.81, N = 3SE +/- 0.44, N = 3SE +/- 1.99, N = 3SE +/- 4.09, N = 33130.863147.913152.503315.303318.983331.383510.213514.603769.723866.094198.514211.214214.946769.271. (CC) gcc options: -O3 -mavx2

dav1d

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

OpenBenchmarking.orgFPS, More Is Betterdav1d 0.6.0Video Input: Summer Nature 1080pXeon Platinum 8272CLXeon Platinum 8280Xeon Platinum 8259CL2 x Xeon Platinum 8272CL NUMA off2 x Xeon Platinum 8272CL2 x Xeon Platinum 8259CL NUMA offXeon Platinum 8480+2 x Xeon Platinum 82802 x Xeon Platinum 8259CLXeon Platinum 8375C2 x Xeon Platinum 8375C NUMA off2 x Xeon Platinum 8375CXeon W-3275MEPYC 2 7R32150300450600750SE +/- 2.16, N = 3SE +/- 0.52, N = 3SE +/- 1.73, N = 3SE +/- 0.73, N = 3SE +/- 5.42, N = 4SE +/- 3.77, N = 15SE +/- 5.27, N = 4SE +/- 3.74, N = 15SE +/- 3.67, N = 3SE +/- 5.59, N = 3SE +/- 1.14, N = 3SE +/- 4.53, N = 15SE +/- 2.32, N = 3SE +/- 2.19, N = 3315.51323.20353.78371.48391.25400.24403.30409.88431.76444.30478.05500.83537.84676.16MIN: 164.62 / MAX: 350.65MIN: 200.79 / MAX: 358.32MIN: 207.11 / MAX: 387.94MIN: 133.17 / MAX: 428.07MIN: 158.31 / MAX: 448.01MIN: 106.81 / MAX: 466.09MIN: 84.43 / MAX: 499.24MIN: 126.27 / MAX: 481.12MIN: 205.51 / MAX: 479.42MIN: 180.09 / MAX: 495.08MIN: 104.25 / MAX: 592.47MIN: 107.59 / MAX: 628.01MIN: 317.28 / MAX: 605.87MIN: 302.17 / MAX: 751.141. (CC) gcc options: -pthread

PostgreSQL pgbench

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

OpenBenchmarking.orgTPS, More Is BetterPostgreSQL pgbench 12.0Scaling: Buffer Test - Test: Normal Load - Mode: Read OnlyXeon Platinum 8259CLXeon Platinum 8272CLXeon Platinum 8280Xeon W-3275MXeon Platinum 8480+2 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 offEPYC 2 7R322 x Xeon Platinum 82802 x Xeon Platinum 8375C200K400K600K800K1000KSE +/- 194.45, N = 3SE +/- 2217.17, N = 3SE +/- 1625.61, N = 3SE +/- 3571.60, N = 3SE +/- 10308.26, N = 4SE +/- 3241.20, N = 3SE +/- 3720.11, N = 3SE +/- 1194.42, N = 3SE +/- 2473.02, N = 3SE +/- 2758.93, N = 3SE +/- 12996.71, N = 4SE +/- 953.22, N = 3SE +/- 10457.35, N = 3SE +/- 83725.25, N = 9512031.42546028.34560887.77567696.51694754.04735555.97751908.53790827.57795715.31857060.94873066.76891303.12909916.491063447.921. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -lcrypt -ldl -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: MemorialXeon W-3275MXeon Platinum 8259CLEPYC 2 7R32Xeon Platinum 8272CLXeon Platinum 82802 x Xeon Platinum 8375C NUMA off2 x Xeon Platinum 8375C2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8272CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Platinum 82802 x Xeon Platinum 8272CLXeon Platinum 8375CXeon Platinum 8480+1326395265SE +/- 0.30, N = 3SE +/- 0.07, N = 3SE +/- 0.04, N = 3SE +/- 0.11, N = 3SE +/- 0.02, N = 3SE +/- 0.32, N = 9SE +/- 0.30, N = 10SE +/- 0.21, N = 3SE +/- 0.18, N = 3SE +/- 0.12, N = 3SE +/- 0.17, N = 3SE +/- 0.14, N = 3SE +/- 0.26, N = 15SE +/- 3.68, N = 1227.3527.9928.7130.2231.1032.2932.9633.1033.5733.8934.4935.5236.5656.01

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: u8s8f32EPYC 2 7R32Xeon W-3275MXeon Platinum 8259CLXeon Platinum 8272CLXeon Platinum 82802 x Xeon Platinum 8259CL2 x Xeon Platinum 8272CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8280Xeon Platinum 8375C2 x Xeon Platinum 8272CL NUMA off2 x Xeon Platinum 8375CXeon Platinum 8480+2 x Xeon Platinum 8375C NUMA off160320480640800SE +/- 7.24186, N = 3SE +/- 0.01662, N = 3SE +/- 0.00834, N = 3SE +/- 0.02875, N = 3SE +/- 0.01386, N = 3SE +/- 0.02555, N = 3SE +/- 0.04094, N = 3SE +/- 0.01740, N = 3SE +/- 0.03597, N = 3SE +/- 0.00678, N = 3SE +/- 0.00507, N = 3SE +/- 0.04742, N = 12SE +/- 0.00176, N = 3SE +/- 0.02282, N = 3730.3060013.4504012.7059012.0288011.290008.747947.797087.636517.460507.350386.825405.354265.303844.71574MIN: 698.321. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl

OSPray

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

OpenBenchmarking.orgFPS, More Is BetterOSPray 1.8.5Demo: San Miguel - Renderer: SciVisXeon Platinum 8259CLXeon W-3275MXeon Platinum 8272CLXeon Platinum 8280Xeon Platinum 8375CEPYC 2 7R322 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Platinum 8272CL NUMA off2 x Xeon Platinum 8272CL2 x Xeon Platinum 82802 x Xeon Platinum 8375C NUMA off2 x Xeon Platinum 8375CXeon Platinum 8480+110220330440550SE +/- 0.36, N = 3SE +/- 0.00, N = 12SE +/- 0.00, N = 12SE +/- 0.00, N = 12SE +/- 0.72, N = 5SE +/- 0.00, N = 12SE +/- 0.92, N = 4SE +/- 0.00, N = 3SE +/- 0.00, N = 12SE +/- 0.00, N = 12SE +/- 0.62, N = 15SE +/- 0.76, N = 1232.9734.4837.0438.4654.3958.8261.5862.5066.6766.6769.5299.24100.00500.00MIN: 71.43 / MAX: 100MIN: 55.56MIN: 333.33

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_alexnet - Data Type: u8s8f32EPYC 2 7R32Xeon W-3275MXeon Platinum 8259CLXeon Platinum 8272CLXeon Platinum 82802 x Xeon Platinum 8259CL2 x Xeon Platinum 8272CL2 x Xeon Platinum 82802 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8272CL NUMA offXeon Platinum 8375C2 x Xeon Platinum 8375CXeon Platinum 8480+2 x Xeon Platinum 8375C NUMA off30060090012001500SE +/- 2.69, N = 3SE +/- 0.04, N = 3SE +/- 0.04, N = 3SE +/- 0.06, N = 3SE +/- 0.02, N = 3SE +/- 0.24, N = 3SE +/- 0.15, N = 3SE +/- 0.03, N = 3SE +/- 0.01, N = 3SE +/- 0.05, N = 3SE +/- 0.01, N = 3SE +/- 0.12, N = 3SE +/- 0.08, N = 3SE +/- 0.01, N = 31301.3631.9930.8827.9826.8422.3820.0919.8119.3718.3917.7212.3311.6810.97MIN: 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: IP Batch All - Data Type: u8s8f32EPYC 2 7R32Xeon W-3275MXeon Platinum 8259CLXeon Platinum 8272CL2 x Xeon Platinum 8272CLXeon Platinum 82802 x Xeon Platinum 82802 x Xeon Platinum 8272CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA offXeon Platinum 8375C2 x Xeon Platinum 8375C NUMA off2 x Xeon Platinum 8375CXeon Platinum 8480+306090120150SE +/- 0.23997, N = 3SE +/- 0.03226, N = 3SE +/- 0.00119, N = 3SE +/- 0.00539, N = 3SE +/- 0.03153, N = 3SE +/- 0.00398, N = 3SE +/- 0.04146, N = 4SE +/- 0.01090, N = 3SE +/- 0.01481, N = 3SE +/- 0.00908, N = 3SE +/- 0.00773, N = 3SE +/- 0.00823, N = 3SE +/- 0.00536, N = 3SE +/- 0.00297, N = 3149.339003.592183.432363.344273.296153.231213.110023.105303.048662.781931.845151.498651.446131.29240MIN: 144.741. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl

OSPray

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

OpenBenchmarking.orgFPS, More Is BetterOSPray 1.8.5Demo: San Miguel - Renderer: Path TracerXeon Platinum 8259CLXeon W-3275MXeon Platinum 8272CLXeon Platinum 8280EPYC 2 7R32Xeon Platinum 8375C2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Platinum 8272CL NUMA off2 x Xeon Platinum 8272CL2 x Xeon Platinum 82802 x Xeon Platinum 8375C NUMA off2 x Xeon Platinum 8375CXeon Platinum 8480+70140210280350SE +/- 0.00, N = 3SE +/- 0.00, N = 12SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 5SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 12SE +/- 0.00, N = 3SE +/- 0.01, N = 5SE +/- 0.00, N = 12SE +/- 0.00, N = 12SE +/- 0.00, N = 123.003.253.363.524.735.165.545.586.216.256.539.529.52333.33MIN: 250 / MAX: 500

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: u8s8f32EPYC 2 7R32Xeon Platinum 8259CLXeon Platinum 8272CLXeon W-3275MXeon Platinum 8280Xeon Platinum 8375C2 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8272CL2 x Xeon Platinum 8272CL NUMA off2 x Xeon Platinum 8280Xeon Platinum 8480+2 x Xeon Platinum 8375C2 x Xeon Platinum 8375C NUMA off3K6K9K12K15KSE +/- 19.01, N = 3SE +/- 4.13, N = 3SE +/- 9.96, N = 3SE +/- 15.10, N = 3SE +/- 1.24, N = 3SE +/- 1.48, N = 3SE +/- 1.51, N = 3SE +/- 0.82, N = 3SE +/- 0.32, N = 3SE +/- 1.89, N = 3SE +/- 3.12, N = 3SE +/- 0.75, N = 3SE +/- 11.98, N = 3SE +/- 0.16, N = 311728.803402.073089.342967.922846.122125.831793.751734.201640.451579.111517.441227.391166.321107.34MIN: 11565.1MIN: 3393.59MIN: 3035MIN: 2893.12MIN: 2813.781. (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: aes256EPYC 2 7R322 x Xeon Platinum 8259CLXeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA offXeon Platinum 8272CL2 x Xeon Platinum 8272CL2 x Xeon Platinum 8272CL NUMA offXeon Platinum 82802 x Xeon Platinum 8280Xeon W-3275M2 x Xeon Platinum 8375C NUMA off2 x Xeon Platinum 8375CXeon Platinum 8375CXeon Platinum 8480+2K4K6K8K10KSE +/- 0.67, N = 3SE +/- 24.71, N = 3SE +/- 20.53, N = 3SE +/- 5.89, N = 3SE +/- 9.93, N = 3SE +/- 5.48, N = 3SE +/- 2.12, N = 3SE +/- 7.98, N = 3SE +/- 3.29, N = 3SE +/- 39.45, N = 3SE +/- 31.31, N = 3SE +/- 15.44, N = 3SE +/- 9.18, N = 3SE +/- 2.51, N = 34665.335513.085517.025523.315830.305852.225852.826313.166320.007070.608007.348044.398052.909126.49MIN: 3372.31 / MAX: 7239.74MIN: 3744.15 / MAX: 9173.02MIN: 3740.26 / MAX: 9153.64MIN: 3739.77 / MAX: 9132.41MIN: 3880.03 / MAX: 9687.65MIN: 3943.77 / MAX: 9693.14MIN: 3956.27 / MAX: 9681.61MIN: 4256.89 / MAX: 10467.36MIN: 4254.97 / MAX: 10469.4MIN: 4721.3 / MAX: 11806.11MIN: 5102.53 / MAX: 13668.47MIN: 5265.65 / MAX: 13663.69MIN: 5267.38 / MAX: 13669.67MIN: 5913.05 / MAX: 15615.181. (CC) gcc options: -O2 -ggdb3 -lnettle -lgmp -lm -lcrypto

Timed LLVM Compilation

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

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed LLVM Compilation 10.0Time To CompileXeon Platinum 8259CLXeon Platinum 8280Xeon Platinum 8272CLXeon W-3275M2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Platinum 8272CL NUMA off2 x Xeon Platinum 82802 x Xeon Platinum 8272CLXeon Platinum 8375CEPYC 2 7R322 x Xeon Platinum 8375C NUMA off2 x Xeon Platinum 8375CXeon Platinum 8480+70140210280350SE +/- 5.07, N = 3SE +/- 4.79, N = 3SE +/- 1.00, N = 3SE +/- 2.68, N = 3SE +/- 1.40, N = 3SE +/- 1.13, N = 3SE +/- 0.97, N = 3SE +/- 1.01, N = 3SE +/- 0.90, N = 3SE +/- 2.77, N = 3SE +/- 0.72, N = 3SE +/- 0.59, N = 3SE +/- 1.19, N = 3SE +/- 0.88, N = 3317.61308.74301.53281.68244.94232.05230.85221.52216.89215.84200.04178.75167.67163.21

DeepSpeech

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

OpenBenchmarking.orgSeconds, Fewer Is BetterDeepSpeech 0.6Acceleration: CPU2 x Xeon Platinum 8272CL NUMA off2 x Xeon Platinum 8259CL NUMA offXeon W-3275M2 x Xeon Platinum 8272CL2 x Xeon Platinum 8280Xeon Platinum 8280Xeon Platinum 8272CL2 x Xeon Platinum 8259CLXeon Platinum 8259CL2 x Xeon Platinum 8375C NUMA offXeon Platinum 8480+2 x Xeon Platinum 8375CXeon Platinum 8375CEPYC 2 7R32306090120150SE +/- 1.87, N = 3SE +/- 1.04, N = 3SE +/- 0.15, N = 3SE +/- 0.58, N = 3SE +/- 1.16, N = 3SE +/- 1.60, N = 3SE +/- 1.58, N = 4SE +/- 0.65, N = 3SE +/- 1.18, N = 8SE +/- 0.33, N = 3SE +/- 1.55, N = 4SE +/- 0.95, N = 3SE +/- 0.33, N = 3SE +/- 0.08, N = 3140.44135.05123.85123.81122.22118.09117.87117.73117.36113.29110.85108.16103.0872.82

Appleseed

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

OpenBenchmarking.orgSeconds, Fewer Is BetterAppleseed 2.0 BetaScene: Disney MaterialXeon Platinum 8259CLXeon Platinum 8272CLXeon W-3275MXeon Platinum 8280Xeon Platinum 8375CXeon Platinum 8480+2 x Xeon Platinum 8259CL2 x Xeon Platinum 8272CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8272CL NUMA off2 x Xeon Platinum 82802 x Xeon Platinum 8375C NUMA off2 x Xeon Platinum 8375CEPYC 2 7R32306090120150120.17117.15106.64103.8378.5877.3373.5873.5073.2272.8568.6264.9764.7562.43

Timed Linux Kernel Compilation

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

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Linux Kernel Compilation 5.4Time To CompileXeon Platinum 8259CLXeon Platinum 8280Xeon Platinum 8272CLXeon W-3275MXeon Platinum 8375C2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8272CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Platinum 82802 x Xeon Platinum 8272CLEPYC 2 7R32Xeon Platinum 8480+2 x Xeon Platinum 8375C NUMA off2 x Xeon Platinum 8375C918273645SE +/- 0.44, N = 7SE +/- 0.42, N = 8SE +/- 0.40, N = 13SE +/- 0.35, N = 9SE +/- 0.35, N = 13SE +/- 0.37, N = 14SE +/- 0.28, N = 14SE +/- 0.23, N = 14SE +/- 0.25, N = 14SE +/- 0.29, N = 13SE +/- 0.19, N = 13SE +/- 0.55, N = 15SE +/- 0.32, N = 13SE +/- 0.30, N = 1341.1440.9038.7336.3729.3629.2828.1327.5827.3126.5824.0123.9322.4121.40

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 8259CL NUMA off2 x Xeon Platinum 8259CLXeon Platinum 8259CL2 x Xeon Platinum 8272CL NUMA off2 x Xeon Platinum 8272CLXeon Platinum 8272CLEPYC 2 7R32Xeon W-3275MXeon Platinum 8375C2 x Xeon Platinum 8375C NUMA off2 x Xeon Platinum 82802 x Xeon Platinum 8375CXeon Platinum 8280Xeon Platinum 8480+3691215SE +/- 0.043, N = 3SE +/- 0.039, N = 3SE +/- 0.056, N = 3SE +/- 0.047, N = 3SE +/- 0.025, N = 3SE +/- 0.026, N = 3SE +/- 0.037, N = 3SE +/- 0.035, N = 3SE +/- 0.053, N = 3SE +/- 0.058, N = 3SE +/- 0.122, N = 3SE +/- 0.032, N = 3SE +/- 0.042, N = 3SE +/- 0.062, N = 1512.95412.45912.08812.05511.76311.21210.4199.6619.5669.4729.3929.3329.1276.830

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 8259CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8272CL2 x Xeon Platinum 8272CL NUMA offEPYC 2 7R322 x Xeon Platinum 8280Xeon W-3275MXeon Platinum 8259CLXeon Platinum 8272CLXeon Platinum 82802 x Xeon Platinum 8375C2 x Xeon Platinum 8375C NUMA offXeon Platinum 8375CXeon Platinum 8480+1020304050SE +/- 0.54, N = 12SE +/- 0.19, N = 3SE +/- 0.50, N = 5SE +/- 0.60, N = 3SE +/- 0.28, N = 3SE +/- 0.34, N = 3SE +/- 0.18, N = 3SE +/- 0.12, N = 3SE +/- 0.20, N = 3SE +/- 0.29, N = 3SE +/- 0.31, N = 8SE +/- 0.40, N = 3SE +/- 0.07, N = 3SE +/- 0.11, N = 342.8841.2940.6440.3539.5438.3532.6531.9831.5130.4529.9229.5326.5123.00

Timed MrBayes Analysis

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

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed MrBayes Analysis 3.2.7Primate Phylogeny AnalysisXeon W-3275M2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CLXeon Platinum 8259CL2 x Xeon Platinum 8272CL2 x Xeon Platinum 8272CL NUMA offXeon Platinum 8272CL2 x Xeon Platinum 8280Xeon Platinum 82802 x Xeon Platinum 8375C NUMA off2 x Xeon Platinum 8375CXeon Platinum 8375CEPYC 2 7R32Xeon Platinum 8480+306090120150SE +/- 0.13, N = 3SE +/- 1.87, N = 3SE +/- 0.32, N = 3SE +/- 0.18, N = 3SE +/- 0.99, N = 3SE +/- 0.45, N = 3SE +/- 0.09, N = 3SE +/- 0.37, N = 3SE +/- 0.01, N = 3SE +/- 0.96, N = 12SE +/- 0.68, N = 3SE +/- 0.43, N = 3SE +/- 0.68, N = 3SE +/- 0.52, N = 3143.35141.90139.75138.85135.00134.88133.48129.99128.85103.11101.8799.6992.3678.87-mavx512f -mavx512cd -mavx512vl -mavx512bw -mavx512dq -mmpx -lreadline-mavx512f -mavx512cd -mavx512vl -mavx512bw -mavx512dq -mmpx-mavx512f -mavx512cd -mavx512vl -mavx512bw -mavx512dq -mmpx-mavx512f -mavx512cd -mavx512vl -mavx512bw -mavx512dq -mmpx-mavx512f -mavx512cd -mavx512vl -mavx512bw -mavx512dq -mmpx-mavx512f -mavx512cd -mavx512vl -mavx512bw -mavx512dq -mmpx-mavx512f -mavx512cd -mavx512vl -mavx512bw -mavx512dq -mmpx-mavx512f -mavx512cd -mavx512vl -mavx512bw -mavx512dq -mmpx-mavx512f -mavx512cd -mavx512vl -mavx512bw -mavx512dq -mmpx-msha -mavx512f -mavx512cd -mavx512vl -mavx512bw -mavx512dq -mavx512ifma -mavx512vbmi-msha -mavx512f -mavx512cd -mavx512vl -mavx512bw -mavx512dq -mavx512ifma -mavx512vbmi-msha -mavx512f -mavx512cd -mavx512vl -mavx512bw -mavx512dq -mavx512ifma -mavx512vbmi-msse4a -msha-msha -mavx512f -mavx512cd -mavx512vl -mavx512bw -mavx512dq -mavx512ifma -mavx512vbmi1. (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

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 8259CL NUMA off2 x Xeon Platinum 8259CLXeon Platinum 8259CLEPYC 2 7R32Xeon Platinum 8272CL2 x Xeon Platinum 8272CL2 x Xeon Platinum 8272CL NUMA offXeon Platinum 82802 x Xeon Platinum 82802 x Xeon Platinum 8375C2 x Xeon Platinum 8375C NUMA offXeon Platinum 8375CXeon W-3275MXeon Platinum 8480+30060090012001500SE +/- 1.33, N = 3SE +/- 1.00, N = 3SE +/- 0.67, N = 3SE +/- 3.18, N = 3SE +/- 2.33, N = 3SE +/- 0.58, N = 3SE +/- 0.58, N = 3SE +/- 1.15, N = 3SE +/- 1.00, N = 3SE +/- 1.86, N = 3SE +/- 1.45, N = 3SE +/- 3.21, N = 3SE +/- 1.45, N = 3SE +/- 3.38, N = 3125312521250122611841182118210761073980979978951693

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 SuiteEPYC 2 7R32Xeon Platinum 8259CL2 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA offXeon Platinum 8272CL2 x Xeon Platinum 8272CL NUMA off2 x Xeon Platinum 8272CLXeon Platinum 82802 x Xeon Platinum 82802 x Xeon Platinum 8375C NUMA off2 x Xeon Platinum 8375CXeon Platinum 8375CXeon W-3275MXeon Platinum 8480+200K400K600K800K1000KSE +/- 1283.26, N = 3SE +/- 778.31, N = 3SE +/- 961.65, N = 3SE +/- 377.70, N = 3SE +/- 1286.95, N = 3SE +/- 894.52, N = 3SE +/- 505.94, N = 3SE +/- 425.09, N = 3SE +/- 884.68, N = 3SE +/- 1813.04, N = 3SE +/- 3064.50, N = 3SE +/- 307.66, N = 3SE +/- 1014.34, N = 3SE +/- 1409.89, N = 3500524569793573483574348604857606436606548649164649693704453708571712140734339893124

Renaissance

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

OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.10.0Test: Scala DottyXeon Platinum 8480+2 x Xeon Platinum 8375C2 x Xeon Platinum 8375C NUMA offXeon Platinum 8375C2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8272CL NUMA off2 x Xeon Platinum 8259CLXeon Platinum 8259CLXeon W-3275M2 x Xeon Platinum 8272CLXeon Platinum 8272CL2 x Xeon Platinum 8280Xeon Platinum 8280EPYC 2 7R322K4K6K8K10KSE +/- 138.00, N = 5SE +/- 114.80, N = 25SE +/- 117.56, N = 25SE +/- 89.20, N = 5SE +/- 54.97, N = 5SE +/- 75.43, N = 8SE +/- 20.56, N = 5SE +/- 35.89, N = 5SE +/- 31.93, N = 5SE +/- 29.10, N = 5SE +/- 26.00, N = 5SE +/- 56.89, N = 13SE +/- 19.31, N = 5SE +/- 29.54, N = 511351.889329.439170.228999.777566.347347.087256.927200.756970.906956.906900.196890.616664.256577.34

SVT-AV1

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

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 0.8Encoder Mode: Enc Mode 4 - Input: 1080pXeon Platinum 8375CXeon Platinum 8480+2 x Xeon Platinum 8375CXeon Platinum 8259CL2 x Xeon Platinum 8375C NUMA offXeon Platinum 8272CLEPYC 2 7R322 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA offXeon Platinum 8280Xeon W-3275M2 x Xeon Platinum 8272CL2 x Xeon Platinum 8272CL NUMA off2 x Xeon Platinum 8280246810SE +/- 0.043, N = 15SE +/- 0.011, N = 3SE +/- 0.083, N = 3SE +/- 0.052, N = 3SE +/- 0.110, N = 15SE +/- 0.052, N = 3SE +/- 0.072, N = 5SE +/- 0.002, N = 3SE +/- 0.075, N = 4SE +/- 0.032, N = 3SE +/- 0.023, N = 3SE +/- 0.062, N = 3SE +/- 0.081, N = 3SE +/- 0.064, N = 34.0984.5024.8375.1125.2045.6535.7145.9555.9966.0306.3896.3996.4557.0331. (CXX) g++ options: -fPIE -fPIC -pie

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_templateXeon Platinum 8480+EPYC 2 7R32Xeon Platinum 8375C2 x Xeon Platinum 8375C NUMA off2 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA offXeon Platinum 8259CL2 x Xeon Platinum 8375C2 x Xeon Platinum 8272CL NUMA off2 x Xeon Platinum 8272CLXeon Platinum 8272CLXeon W-3275MXeon Platinum 82802 x Xeon Platinum 828020406080100SE +/- 0.12, N = 3SE +/- 0.09, N = 3SE +/- 0.35, N = 3SE +/- 0.50, N = 3SE +/- 0.09, N = 3SE +/- 0.07, N = 3SE +/- 0.07, N = 3SE +/- 0.75, N = 15SE +/- 0.07, N = 3SE +/- 0.00, N = 3SE +/- 0.09, N = 3SE +/- 0.67, N = 3SE +/- 0.06, N = 3SE +/- 0.07, N = 378.266.465.465.364.264.164.163.260.860.660.649.946.245.9

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 ParallelXeon Platinum 8259CL2 x Xeon Platinum 8259CLXeon Platinum 8272CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8272CL2 x Xeon Platinum 8272CL NUMA offXeon Platinum 82802 x Xeon Platinum 8280Xeon W-3275MEPYC 2 7R32Xeon Platinum 8375C2 x Xeon Platinum 8375C2 x Xeon Platinum 8375C NUMA offXeon Platinum 8480+60120180240300273.13258.34257.23255.59246.16241.06235.00226.08219.84219.65201.22200.80198.50161.40

Zstd Compression

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

OpenBenchmarking.orgSeconds, Fewer Is BetterZstd Compression 1.3.4Compressing ubuntu-16.04.3-server-i386.img, Compression Level 192 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8272CL NUMA off2 x Xeon Platinum 8259CLXeon Platinum 8259CL2 x Xeon Platinum 8272CLEPYC 2 7R322 x Xeon Platinum 82802 x Xeon Platinum 8375C NUMA offXeon W-3275MXeon Platinum 8272CLXeon Platinum 82802 x Xeon Platinum 8375CXeon Platinum 8375CXeon Platinum 8480+3691215SE +/- 0.128, N = 5SE +/- 0.111, N = 7SE +/- 0.094, N = 15SE +/- 0.128, N = 3SE +/- 0.093, N = 15SE +/- 0.062, N = 15SE +/- 0.148, N = 3SE +/- 0.058, N = 15SE +/- 0.023, N = 3SE +/- 0.062, N = 14SE +/- 0.016, N = 3SE +/- 0.111, N = 12SE +/- 0.071, N = 13SE +/- 0.065, N = 1510.29410.0889.9499.6729.6539.2309.1378.4228.3808.3078.2038.1797.2836.150-llzma1. (CC) gcc options: -O3 -pthread -lz

SVT-AV1

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

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 0.8Encoder Mode: Enc Mode 8 - Input: 1080pXeon Platinum 8480+Xeon Platinum 8375CXeon Platinum 8259CLXeon Platinum 8272CLXeon Platinum 82802 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CLXeon W-3275M2 x Xeon Platinum 8272CL NUMA off2 x Xeon Platinum 8272CLEPYC 2 7R322 x Xeon Platinum 82802 x Xeon Platinum 8375C2 x Xeon Platinum 8375C NUMA off1530456075SE +/- 0.31, N = 3SE +/- 0.53, N = 5SE +/- 0.35, N = 3SE +/- 0.37, N = 3SE +/- 0.07, N = 3SE +/- 0.29, N = 3SE +/- 0.13, N = 3SE +/- 0.46, N = 3SE +/- 0.43, N = 3SE +/- 0.35, N = 3SE +/- 0.77, N = 3SE +/- 0.67, N = 3SE +/- 0.58, N = 15SE +/- 1.09, N = 340.6541.8446.8751.5951.9252.3153.0453.8253.9654.1454.4756.9865.3067.081. (CXX) g++ options: -fPIE -fPIC -pie

Mlpack Benchmark

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

OpenBenchmarking.orgSeconds, Fewer Is BetterMlpack BenchmarkBenchmark: scikit_linearridgeregression2 x Xeon Platinum 8375C NUMA off2 x Xeon Platinum 8375CXeon Platinum 8375C2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CLXeon Platinum 8480+2 x Xeon Platinum 8272CL2 x Xeon Platinum 8272CL NUMA offXeon Platinum 8259CLXeon W-3275MXeon Platinum 8272CL2 x Xeon Platinum 8280EPYC 2 7R32Xeon Platinum 82800.61881.23761.85642.47523.094SE +/- 0.01, N = 3SE +/- 0.02, N = 10SE +/- 0.01, N = 3SE +/- 0.02, N = 12SE +/- 0.02, N = 15SE +/- 0.01, N = 3SE +/- 0.03, N = 3SE +/- 0.02, N = 9SE +/- 0.02, N = 15SE +/- 0.02, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.02, N = 3SE +/- 0.02, N = 32.752.602.542.422.302.262.162.132.001.991.911.821.791.67

Appleseed

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

OpenBenchmarking.orgSeconds, Fewer Is BetterAppleseed 2.0 BetaScene: EmilyXeon Platinum 8480+Xeon Platinum 8259CL2 x Xeon Platinum 8375C2 x Xeon Platinum 8375C NUMA offXeon Platinum 8272CLXeon Platinum 8280Xeon W-3275M2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8272CL2 x Xeon Platinum 8259CL2 x Xeon Platinum 8272CL NUMA offXeon Platinum 8375C2 x Xeon Platinum 8280EPYC 2 7R3250100150200250239.25219.32214.95213.51211.94197.65196.93163.71162.50161.85161.38156.22154.98147.69

PyPerformance

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

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: floatXeon Platinum 8480+2 x Xeon Platinum 8375C NUMA offXeon Platinum 8375C2 x Xeon Platinum 8375C2 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA offXeon Platinum 8259CL2 x Xeon Platinum 8272CL2 x Xeon Platinum 8272CL NUMA off2 x Xeon Platinum 8280Xeon Platinum 8280Xeon W-3275M306090120150SE +/- 0.67, N = 3SE +/- 0.33, N = 3SE +/- 0.33, N = 3SE +/- 0.12, N = 3153.0134.0134.0133.0123.0123.0122.0117.0117.0109.0109.094.5

dav1d

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

OpenBenchmarking.orgFPS, More Is Betterdav1d 0.6.0Video Input: Summer Nature 4KXeon Platinum 8280Xeon Platinum 8259CLXeon Platinum 8272CL2 x Xeon Platinum 8272CL NUMA offXeon Platinum 8480+2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Platinum 8272CL2 x Xeon Platinum 82802 x Xeon Platinum 8375C NUMA offXeon Platinum 8375C2 x Xeon Platinum 8375CXeon W-3275MEPYC 2 7R3270140210280350SE +/- 1.15, N = 3SE +/- 1.31, N = 3SE +/- 0.71, N = 3SE +/- 2.74, N = 3SE +/- 2.65, N = 5SE +/- 1.78, N = 3SE +/- 1.73, N = 3SE +/- 2.41, N = 3SE +/- 3.68, N = 3SE +/- 2.46, N = 8SE +/- 1.86, N = 3SE +/- 1.25, N = 3SE +/- 1.20, N = 3SE +/- 0.98, N = 3199.08205.63208.50211.05211.21212.99215.64216.00221.31246.96247.86251.63256.60321.17MIN: 121.12 / MAX: 214.69MIN: 134.32 / MAX: 229.88MIN: 127.92 / MAX: 223.11MIN: 77.75 / MAX: 238.31MIN: 53.65 / MAX: 250.48MIN: 89.5 / MAX: 233.99MIN: 93.88 / MAX: 236.99MIN: 87.7 / MAX: 239.38MIN: 81.4 / MAX: 247.6MIN: 58.67 / MAX: 300.85MIN: 139.62 / MAX: 276.02MIN: 70.21 / MAX: 290.5MIN: 164.1 / MAX: 284.35MIN: 150.11 / MAX: 347.951. (CC) gcc options: -pthread

Radiance Benchmark

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

OpenBenchmarking.orgSeconds, Fewer Is BetterRadiance Benchmark 5.0Test: SerialXeon Platinum 8259CL2 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8272CL NUMA offXeon Platinum 8272CL2 x Xeon Platinum 8272CLEPYC 2 7R32Xeon Platinum 82802 x Xeon Platinum 8280Xeon W-3275M2 x Xeon Platinum 8375C2 x Xeon Platinum 8375C NUMA offXeon Platinum 8375CXeon Platinum 8480+2004006008001000842.10841.65841.32797.16796.58796.43730.70728.36728.25665.70654.98654.58654.18530.31

lzbench

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

OpenBenchmarking.orgMB/s, More Is Betterlzbench 1.8Test: Zstd 8 - Process: Decompression2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Platinum 8272CL NUMA off2 x Xeon Platinum 8272CLXeon Platinum 8259CL2 x Xeon Platinum 8280Xeon Platinum 8272CLXeon Platinum 8280EPYC 2 7R322 x Xeon Platinum 8375C NUMA offXeon W-3275M2 x Xeon Platinum 8375CXeon Platinum 8375CXeon Platinum 8480+30060090012001500SE +/- 11.50, N = 3SE +/- 1.53, N = 3SE +/- 1.00, N = 3SE +/- 0.67, N = 3SE +/- 1.53, N = 3SE +/- 0.88, N = 3SE +/- 0.58, N = 3SE +/- 1.45, N = 3SE +/- 0.58, N = 396610111022105810891124114512241266129112981320141215291. (CXX) g++ options: -pthread -fomit-frame-pointer -fstrict-aliasing -ffast-math -O3

Nettle

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

OpenBenchmarking.orgMbyte/s, More Is BetterNettle 3.5.1Test: chachaEPYC 2 7R322 x Xeon Platinum 8375C NUMA off2 x Xeon Platinum 8375CXeon Platinum 8375C2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CLXeon Platinum 8259CLXeon Platinum 8480+Xeon Platinum 8272CL2 x Xeon Platinum 8272CL2 x Xeon Platinum 8272CL NUMA offXeon Platinum 82802 x Xeon Platinum 8280Xeon W-3275M30060090012001500SE +/- 0.08, N = 3SE +/- 6.97, N = 3SE +/- 8.54, N = 3SE +/- 9.77, N = 3SE +/- 4.18, N = 3SE +/- 4.50, N = 3SE +/- 1.52, N = 3SE +/- 0.16, N = 3SE +/- 2.25, N = 3SE +/- 0.37, N = 3SE +/- 0.28, N = 3SE +/- 0.86, N = 3SE +/- 0.37, N = 3SE +/- 5.99, N = 3750.36815.18821.18822.11917.51917.75920.51968.52970.38974.46975.081051.111051.941172.15MIN: 382.32 / MAX: 2047.21MIN: 418.76 / MAX: 2286.72MIN: 418.33 / MAX: 2284.8MIN: 419.2 / MAX: 2294.54MIN: 463.47 / MAX: 2517.16MIN: 461.99 / MAX: 2517.41MIN: 461.1 / MAX: 2517.2MIN: 476.58 / MAX: 2735.75MIN: 491.16 / MAX: 2661.13MIN: 494.65 / MAX: 2659.52MIN: 495.02 / MAX: 2662.01MIN: 532.77 / MAX: 2871.25MIN: 535.04 / MAX: 2870.94MIN: 567.45 / MAX: 3234.291. (CC) gcc options: -O2 -ggdb3 -lnettle -lgmp -lm -lcrypto

Mlpack Benchmark

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

OpenBenchmarking.orgSeconds, Fewer Is BetterMlpack BenchmarkBenchmark: scikit_icaXeon Platinum 82802 x Xeon Platinum 8280Xeon Platinum 8259CLXeon Platinum 8272CL2 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8272CL NUMA offXeon W-3275M2 x Xeon Platinum 8272CLEPYC 2 7R32Xeon Platinum 8375C2 x Xeon Platinum 8375C2 x Xeon Platinum 8375C NUMA offXeon Platinum 8480+1530456075SE +/- 0.21, N = 3SE +/- 0.59, N = 3SE +/- 0.34, N = 3SE +/- 0.06, N = 3SE +/- 0.80, N = 3SE +/- 0.35, N = 3SE +/- 0.52, N = 3SE +/- 0.11, N = 3SE +/- 0.40, N = 3SE +/- 0.48, N = 15SE +/- 0.12, N = 3SE +/- 0.17, N = 3SE +/- 0.34, N = 3SE +/- 0.30, N = 1567.3663.3561.2058.5758.4857.6955.9054.9154.8449.4745.5044.6844.0343.19

Nettle

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

OpenBenchmarking.orgMbyte/s, More Is BetterNettle 3.5.1Test: sha5122 x Xeon Platinum 8375C NUMA offXeon Platinum 8375CXeon Platinum 8259CL2 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8375CXeon Platinum 8272CL2 x Xeon Platinum 8272CL2 x Xeon Platinum 8272CL NUMA offEPYC 2 7R322 x Xeon Platinum 8280Xeon Platinum 8280Xeon W-3275MXeon Platinum 8480+130260390520650SE +/- 0.13, N = 3SE +/- 0.08, N = 3SE +/- 2.12, N = 3SE +/- 2.61, N = 3SE +/- 1.80, N = 3SE +/- 9.89, N = 15SE +/- 1.50, N = 3SE +/- 0.19, N = 3SE +/- 0.20, N = 3SE +/- 0.28, N = 3SE +/- 0.97, N = 3SE +/- 0.15, N = 3SE +/- 2.72, N = 3SE +/- 4.00, N = 3396.53396.69436.73437.62438.23456.39462.78465.18465.40478.09500.98501.98550.93616.591. (CC) gcc options: -O2 -ggdb3 -lnettle -lgmp -lm -lcrypto

lzbench

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

OpenBenchmarking.orgMB/s, More Is Betterlzbench 1.8Test: Crush 0 - Process: CompressionEPYC 2 7R322 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CLXeon Platinum 8259CL2 x Xeon Platinum 8272CL NUMA off2 x Xeon Platinum 8272CL2 x Xeon Platinum 8280Xeon Platinum 8272CLXeon Platinum 82802 x Xeon Platinum 8375CXeon W-3275M2 x Xeon Platinum 8375C NUMA offXeon Platinum 8375CXeon Platinum 8480+306090120150SE +/- 0.58, N = 3SE +/- 0.33, N = 3SE +/- 0.33, N = 3SE +/- 0.33, N = 3SE +/- 0.33, N = 3SE +/- 1.00, N = 3SE +/- 1.00, N = 381868891939396971011061091091111201. (CXX) g++ options: -pthread -fomit-frame-pointer -fstrict-aliasing -ffast-math -O3

Basis Universal

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

OpenBenchmarking.orgSeconds, Fewer Is BetterBasis Universal 1.12Settings: ETC1S2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CLXeon Platinum 8259CL2 x Xeon Platinum 8272CL NUMA off2 x Xeon Platinum 8272CLEPYC 2 7R32Xeon Platinum 8272CL2 x Xeon Platinum 8280Xeon Platinum 82802 x Xeon Platinum 8375C2 x Xeon Platinum 8375C NUMA offXeon Platinum 8375CXeon W-3275MXeon Platinum 8480+1326395265SE +/- 0.06, N = 3SE +/- 0.09, N = 3SE +/- 0.05, N = 3SE +/- 0.05, N = 3SE +/- 0.08, N = 3SE +/- 0.03, N = 3SE +/- 0.12, N = 3SE +/- 0.11, N = 3SE +/- 0.12, N = 3SE +/- 0.11, N = 3SE +/- 0.02, N = 3SE +/- 0.07, N = 3SE +/- 0.48, N = 3SE +/- 0.35, N = 358.2857.8357.4055.4655.2854.3154.1952.6951.4549.4048.9248.2347.6539.581. (CXX) g++ options: -std=c++11 -fvisibility=hidden -fPIC -fno-strict-aliasing -O3 -rdynamic -lm -lpthread

Timed GDB GNU Debugger Compilation

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

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed GDB GNU Debugger Compilation 9.1Time To Compile2 x Xeon Platinum 8272CL NUMA offXeon Platinum 8480+2 x Xeon Platinum 8375C NUMA off2 x Xeon Platinum 8259CL NUMA offXeon Platinum 82802 x Xeon Platinum 8272CL2 x Xeon Platinum 8280Xeon Platinum 8272CL2 x Xeon Platinum 8375CXeon Platinum 8375CXeon W-3275MXeon Platinum 8259CL2 x Xeon Platinum 8259CLEPYC 2 7R324080120160200SE +/- 0.18, N = 3SE +/- 0.36, N = 3SE +/- 0.09, N = 3SE +/- 0.27, N = 3SE +/- 0.17, N = 3SE +/- 0.52, N = 3SE +/- 0.17, N = 3SE +/- 0.11, N = 3SE +/- 0.21, N = 3SE +/- 0.22, N = 3SE +/- 0.08, N = 3SE +/- 0.11, N = 3SE +/- 0.45, N = 3SE +/- 0.08, N = 3159.50155.56149.86146.44144.64143.65142.70142.50140.61139.36134.82132.23129.69108.68

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_compileEPYC 2 7R322 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA offXeon Platinum 8259CL2 x Xeon Platinum 8375C NUMA off2 x Xeon Platinum 8272CL NUMA off2 x Xeon Platinum 8272CLXeon Platinum 8375C2 x Xeon Platinum 8375C2 x Xeon Platinum 8280Xeon Platinum 8280Xeon W-3275MXeon Platinum 8480+50100150200250SE +/- 0.33, N = 3SE +/- 0.33, N = 3SE +/- 2.08, N = 3SE +/- 1.45, N = 3SE +/- 2.08, N = 3SE +/- 1.20, N = 3SE +/- 2.72, N = 15213200200200191190189186183164164157146

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 8259CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Platinum 8272CL NUMA off2 x Xeon Platinum 8375C NUMA offXeon Platinum 8259CL2 x Xeon Platinum 8280EPYC 2 7R322 x Xeon Platinum 8272CLXeon Platinum 8280Xeon Platinum 8272CLXeon W-3275M2 x Xeon Platinum 8375CXeon Platinum 8375CXeon Platinum 8480+90180270360450SE +/- 3.32, N = 3SE +/- 0.76, N = 3SE +/- 4.33, N = 3SE +/- 4.12, N = 3SE +/- 0.75, N = 3SE +/- 3.00, N = 3SE +/- 1.14, N = 3SE +/- 1.12, N = 3SE +/- 2.42, N = 3SE +/- 0.38, N = 3SE +/- 2.73, N = 3SE +/- 0.82, N = 3SE +/- 1.61, N = 3SE +/- 3.64, N = 3293.53310.40313.35316.75321.13321.82323.58324.39330.33340.72367.56370.96374.90427.46

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: Compression2 x Xeon Platinum 8259CLXeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8272CL2 x Xeon Platinum 8272CL NUMA offXeon Platinum 8272CL2 x Xeon Platinum 8280Xeon Platinum 8280EPYC 2 7R32Xeon W-3275M2 x Xeon Platinum 8375C2 x Xeon Platinum 8375C NUMA offXeon Platinum 8375CXeon Platinum 8480+20406080100697171737475757783848688891001. (CXX) g++ options: -pthread -fomit-frame-pointer -fstrict-aliasing -ffast-math -O3

OpenBenchmarking.orgMB/s, More Is Betterlzbench 1.8Test: Zstd 1 - Process: Decompression2 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA offXeon Platinum 8259CL2 x Xeon Platinum 8272CL NUMA off2 x Xeon Platinum 8272CLXeon Platinum 8272CLEPYC 2 7R322 x Xeon Platinum 8280Xeon Platinum 82802 x Xeon Platinum 8375C2 x Xeon Platinum 8375C NUMA offXeon W-3275MXeon Platinum 8375CXeon Platinum 8480+30060090012001500SE +/- 0.67, N = 3SE +/- 0.67, N = 3SE +/- 6.01, N = 3SE +/- 5.03, N = 3SE +/- 2.00, N = 3SE +/- 1.53, N = 3SE +/- 0.67, N = 3SE +/- 2.65, N = 3SE +/- 0.58, N = 3SE +/- 4.04, N = 3102710321061107810881122114811681212125812711299132114001. (CXX) g++ options: -pthread -fomit-frame-pointer -fstrict-aliasing -ffast-math -O3

OpenBenchmarking.orgMB/s, More Is Betterlzbench 1.8Test: Brotli 2 - Process: Compression2 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA offXeon Platinum 8259CLEPYC 2 7R322 x Xeon Platinum 8272CLXeon Platinum 8272CL2 x Xeon Platinum 8272CL NUMA off2 x Xeon Platinum 82802 x Xeon Platinum 8375CXeon Platinum 82802 x Xeon Platinum 8375C NUMA offXeon Platinum 8375CXeon W-3275MXeon Platinum 8480+50100150200250SE +/- 1.33, N = 3SE +/- 0.33, N = 3SE +/- 0.67, N = 3SE +/- 1.20, N = 3SE +/- 0.33, N = 31571591601651661681681761781811831841962141. (CXX) g++ options: -pthread -fomit-frame-pointer -fstrict-aliasing -ffast-math -O3

Build2

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

OpenBenchmarking.orgSeconds, Fewer Is BetterBuild2 0.12Time To CompileXeon Platinum 8259CLXeon Platinum 8272CLXeon Platinum 82802 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8272CL2 x Xeon Platinum 8259CLXeon W-3275M2 x Xeon Platinum 8272CL NUMA off2 x Xeon Platinum 8280Xeon Platinum 8375CEPYC 2 7R32Xeon Platinum 8480+2 x Xeon Platinum 8375C2 x Xeon Platinum 8375C NUMA off20406080100SE +/- 0.03, N = 3SE +/- 0.42, N = 3SE +/- 0.13, N = 3SE +/- 0.19, N = 3SE +/- 0.46, N = 3SE +/- 0.49, N = 3SE +/- 0.14, N = 3SE +/- 0.62, N = 3SE +/- 0.09, N = 3SE +/- 0.18, N = 3SE +/- 0.40, N = 3SE +/- 0.48, N = 3SE +/- 0.58, N = 3SE +/- 0.14, N = 376.1574.2774.1269.2068.5666.6766.4265.7762.7860.3359.9657.1056.1656.01

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: DecompressionEPYC 2 7R322 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA offXeon Platinum 8259CL2 x Xeon Platinum 8272CL NUMA off2 x Xeon Platinum 8375C2 x Xeon Platinum 8272CL2 x Xeon Platinum 8375C NUMA offXeon Platinum 8375CXeon Platinum 8272CL2 x Xeon Platinum 8280Xeon Platinum 8280Xeon Platinum 8480+Xeon W-3275M110220330440550SE +/- 0.67, N = 3SE +/- 0.33, N = 3SE +/- 0.33, N = 3SE +/- 0.58, N = 3SE +/- 0.33, N = 3SE +/- 0.33, N = 33803943964044124134154164224274284404605091. (CXX) g++ options: -pthread -fomit-frame-pointer -fstrict-aliasing -ffast-math -O3

OpenBenchmarking.orgMB/s, More Is Betterlzbench 1.8Test: Brotli 2 - Process: Decompression2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CLEPYC 2 7R322 x Xeon Platinum 8272CL NUMA off2 x Xeon Platinum 8272CLXeon Platinum 8259CL2 x Xeon Platinum 8375C2 x Xeon Platinum 8375C NUMA offXeon Platinum 8272CL2 x Xeon Platinum 8280Xeon Platinum 8375CXeon Platinum 8280Xeon Platinum 8480+Xeon W-3275M160320480640800SE +/- 0.33, N = 3SE +/- 0.33, N = 3SE +/- 0.88, N = 3SE +/- 1.00, N = 3SE +/- 5.55, N = 3SE +/- 0.58, N = 3SE +/- 1.33, N = 3SE +/- 3.18, N = 3SE +/- 0.67, N = 3SE +/- 1.15, N = 3SE +/- 1.45, N = 35435515645715805876006176196236246737117211. (CXX) g++ options: -pthread -fomit-frame-pointer -fstrict-aliasing -ffast-math -O3

OpenBenchmarking.orgMB/s, More Is Betterlzbench 1.8Test: Zstd 1 - Process: Compression2 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA offXeon Platinum 8259CLEPYC 2 7R322 x Xeon Platinum 8272CLXeon Platinum 8272CL2 x Xeon Platinum 8272CL NUMA off2 x Xeon Platinum 82802 x Xeon Platinum 8375CXeon Platinum 82802 x Xeon Platinum 8375C NUMA offXeon Platinum 8375CXeon W-3275MXeon Platinum 8480+110220330440550SE +/- 2.33, N = 3SE +/- 2.33, N = 3SE +/- 0.33, N = 3SE +/- 1.00, N = 3SE +/- 2.19, N = 3SE +/- 0.33, N = 3SE +/- 0.58, N = 3SE +/- 0.33, N = 3SE +/- 1.00, N = 3SE +/- 3.21, N = 33994074104184234304304494534574614645085271. (CXX) g++ options: -pthread -fomit-frame-pointer -fstrict-aliasing -ffast-math -O3

Renaissance

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

OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.10.0Test: Apache Spark PageRank2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Platinum 8272CL NUMA offXeon Platinum 8480+2 x Xeon Platinum 8272CL2 x Xeon Platinum 82802 x Xeon Platinum 8375CXeon Platinum 8259CL2 x Xeon Platinum 8375C NUMA offXeon Platinum 8272CLEPYC 2 7R32Xeon W-3275MXeon Platinum 8280Xeon Platinum 8375C5K10K15K20K25KSE +/- 232.21, N = 5SE +/- 278.82, N = 5SE +/- 205.74, N = 5SE +/- 260.73, N = 25SE +/- 167.92, N = 5SE +/- 286.23, N = 6SE +/- 172.53, N = 25SE +/- 154.16, N = 5SE +/- 263.18, N = 5SE +/- 170.65, N = 5SE +/- 198.48, N = 5SE +/- 165.27, N = 5SE +/- 169.44, N = 5SE +/- 173.94, N = 525636.6925275.1624909.6624744.4323916.2323588.4022456.6122226.8522022.8121895.6421641.9521015.5420621.2319555.06

Tungsten Renderer

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

OpenBenchmarking.orgSeconds, Fewer Is BetterTungsten Renderer 0.2.2Scene: Water CausticXeon Platinum 8480+Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CLXeon Platinum 8272CL2 x Xeon Platinum 8272CL2 x Xeon Platinum 8272CL NUMA off2 x Xeon Platinum 8375C NUMA off2 x Xeon Platinum 8375CXeon Platinum 8375CEPYC 2 7R32Xeon Platinum 82802 x Xeon Platinum 8280Xeon W-3275M714212835SE +/- 0.17, N = 3SE +/- 0.06, N = 3SE +/- 0.17, N = 3SE +/- 0.09, N = 3SE +/- 0.07, N = 3SE +/- 0.15, N = 3SE +/- 0.04, N = 3SE +/- 0.14, N = 3SE +/- 0.27, N = 3SE +/- 0.24, N = 3SE +/- 0.02, N = 3SE +/- 0.08, N = 3SE +/- 0.06, N = 3SE +/- 0.10, N = 328.2125.3624.7824.5424.2123.9123.8223.6423.4923.4222.3222.0221.5921.55-march=core2 -mno-sse4.1 -mno-sse4.2 -mno-sse4a -mno-fma -mno-bmi2 -mno-avx512f -mno-avx512vl -mno-avx512cd -mno-avx512dq -mno-avx512bw-msse4.1 -msse4.2 -mfma -mbmi2 -mavx512f -mavx512vl -mavx512cd -mavx512dq -mavx512bw -mno-sse4a-msse4.1 -msse4.2 -mfma -mbmi2 -mavx512f -mavx512vl -mavx512cd -mavx512dq -mavx512bw -mno-sse4a-msse4.1 -msse4.2 -mfma -mbmi2 -mavx512f -mavx512vl -mavx512cd -mavx512dq -mavx512bw -mno-sse4a-msse4.1 -msse4.2 -mfma -mbmi2 -mavx512f -mavx512vl -mavx512cd -mavx512dq -mavx512bw -mno-sse4a-msse4.1 -msse4.2 -mfma -mbmi2 -mavx512f -mavx512vl -mavx512cd -mavx512dq -mavx512bw -mno-sse4a-msse4.1 -msse4.2 -mfma -mbmi2 -mavx512f -mavx512vl -mavx512cd -mavx512dq -mavx512bw -mno-sse4a-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=core2 -mno-sse4.1 -mno-sse4.2 -mno-sse4a -mno-fma -mno-bmi2 -mno-avx512f -mno-avx512vl -mno-avx512cd -mno-avx512dq -mno-avx512bw-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-msse4.1 -msse4.2 -mfma -mbmi2 -mavx512f -mavx512vl -mavx512cd -mavx512dq -mavx512bw -mno-sse4a-msse4.1 -msse4.2 -mfma -mbmi2 -mavx512f -mavx512vl -mavx512cd -mavx512dq -mavx512bw -mno-sse4a-msse4.1 -msse4.2 -mfma -mbmi2 -mavx512f -mavx512vl -mavx512cd -mavx512dq -mavx512bw -mno-sse4a -ljpeg1. (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 -lpthread -ldl

Timed GCC Compilation

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

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed GCC Compilation 9.3.0Time To Compile2 x Xeon Platinum 8272CL NUMA offXeon Platinum 8272CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8272CLXeon Platinum 8259CLXeon Platinum 82802 x Xeon Platinum 8375C NUMA off2 x Xeon Platinum 8259CLXeon Platinum 8375C2 x Xeon Platinum 8280Xeon Platinum 8480+Xeon W-3275M2 x Xeon Platinum 8375CEPYC 2 7R322004006008001000SE +/- 0.66, N = 3SE +/- 0.80, N = 3SE +/- 1.08, N = 3SE +/- 2.75, N = 3SE +/- 0.67, N = 3SE +/- 0.29, N = 3SE +/- 0.07, N = 3SE +/- 0.68, N = 3SE +/- 1.19, N = 3SE +/- 0.24, N = 3SE +/- 4.55, N = 3SE +/- 0.44, N = 3SE +/- 0.28, N = 3SE +/- 0.63, N = 31110.201107.371073.761068.471067.641063.711024.081012.041006.641005.53994.92994.58970.92849.19

SMHasher

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

OpenBenchmarking.orgcycles/hash, Fewer Is BetterSMHasher 2020-02-29Hash: wyhashXeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CLXeon Platinum 8272CL2 x Xeon Platinum 8272CL NUMA off2 x Xeon Platinum 8272CLXeon Platinum 82802 x Xeon Platinum 8280Xeon W-3275M612182430SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.03, N = 324.1924.1524.1523.6823.6723.6522.6822.6818.511. (CXX) g++ options: -march=native -O3 -lpthread

OpenBenchmarking.orgMiB/sec, More Is BetterSMHasher 2020-02-29Hash: wyhashXeon Platinum 8259CL2 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8272CL2 x Xeon Platinum 8272CL NUMA offXeon Platinum 8272CLXeon W-3275M6K12K18K24K30KSE +/- 8.73, N = 3SE +/- 6.86, N = 3SE +/- 0.70, N = 3SE +/- 4.10, N = 3SE +/- 5.31, N = 3SE +/- 3.98, N = 3SE +/- 105.54, N = 320221.2520225.1820231.5820553.0520554.9220556.9626298.771. (CXX) g++ options: -march=native -O3 -lpthread

DaCapo Benchmark

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

OpenBenchmarking.orgmsec, Fewer Is BetterDaCapo Benchmark 9.12-MR1Java Test: Jython2 x Xeon Platinum 8375C NUMA off2 x Xeon Platinum 8375CXeon Platinum 8480+EPYC 2 7R322 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA offXeon Platinum 8375C2 x Xeon Platinum 8272CL NUMA off2 x Xeon Platinum 8272CLXeon Platinum 8259CLXeon Platinum 8272CL2 x Xeon Platinum 8280Xeon Platinum 8280Xeon W-3275M12002400360048006000SE +/- 43.39, N = 4SE +/- 24.79, N = 4SE +/- 12.06, N = 4SE +/- 10.59, N = 4SE +/- 56.00, N = 4SE +/- 11.32, N = 4SE +/- 7.82, N = 4SE +/- 25.41, N = 4SE +/- 37.95, N = 4SE +/- 22.03, N = 4SE +/- 15.06, N = 4SE +/- 19.30, N = 4SE +/- 15.39, N = 4SE +/- 10.08, N = 454005338525652465172516151125037501350124786471145474321

PostgreSQL pgbench

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

OpenBenchmarking.orgTPS, More Is BetterPostgreSQL pgbench 12.0Scaling: Buffer Test - Test: Normal Load - Mode: Read Write2 x Xeon Platinum 8272CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8375CXeon Platinum 8375C2 x Xeon Platinum 8259CLXeon Platinum 8272CL2 x Xeon Platinum 8375C NUMA offXeon Platinum 8480+2 x Xeon Platinum 8272CL NUMA offXeon Platinum 8259CLEPYC 2 7R32Xeon W-3275M2 x Xeon Platinum 8280Xeon Platinum 828011K22K33K44K55KSE +/- 72.69, N = 6SE +/- 408.27, N = 6SE +/- 61.49, N = 9SE +/- 156.69, N = 9SE +/- 56.30, N = 3SE +/- 151.64, N = 9SE +/- 312.08, N = 9SE +/- 207.67, N = 9SE +/- 204.93, N = 12SE +/- 245.15, N = 12SE +/- 319.58, N = 12SE +/- 85.02, N = 3SE +/- 19.82, N = 3SE +/- 370.72, N = 32150.923168.733301.683870.434009.414087.304148.694605.894921.085941.326105.7311704.2324466.9153139.061. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -lcrypt -ldl -lm

SVT-VP9

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

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-VP9 0.1Tuning: Visual Quality Optimized - Input: Bosphorus 1080pXeon Platinum 8480+2 x Xeon Platinum 8272CL2 x Xeon Platinum 8272CL NUMA off2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Platinum 82802 x Xeon Platinum 8375C NUMA off2 x Xeon Platinum 8375CXeon Platinum 8272CLXeon Platinum 8259CLXeon Platinum 8280Xeon Platinum 8375CXeon W-3275MEPYC 2 7R3260120180240300SE +/- 5.95, N = 12SE +/- 7.67, N = 13SE +/- 8.26, N = 12SE +/- 8.15, N = 12SE +/- 8.04, N = 12SE +/- 2.89, N = 4SE +/- 3.68, N = 15SE +/- 2.02, N = 13SE +/- 9.84, N = 12SE +/- 1.36, N = 3SE +/- 3.65, N = 4SE +/- 1.70, N = 3SE +/- 0.97, N = 3SE +/- 2.49, N = 3205.61227.89227.90229.53229.91233.17243.24249.76256.02256.24265.40266.29282.18291.171. (CC) gcc options: -fPIE -fPIC -fvisibility=hidden -O3 -pie -rdynamic -lpthread -lrt -lm

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 CPUEPYC 2 7R322 x Xeon Platinum 8272CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 82802 x Xeon Platinum 8272CL2 x Xeon Platinum 8375CXeon Platinum 8259CLXeon W-3275MXeon Platinum 8272CLXeon Platinum 82802 x Xeon Platinum 8375C NUMA offXeon Platinum 8375CXeon Platinum 8480+816243240SE +/- 0.217, N = 3SE +/- 0.188, N = 15SE +/- 0.091, N = 15SE +/- 0.243, N = 15SE +/- 0.086, N = 6SE +/- 0.129, N = 3SE +/- 0.032, N = 3SE +/- 0.022, N = 3SE +/- 0.075, N = 15SE +/- 0.005, N = 3SE +/- 0.067, N = 3SE +/- 0.073, N = 15SE +/- 0.009, N = 3SE +/- 0.056, N = 1235.1308.9478.4307.6047.4817.4677.3554.6774.4234.1964.1154.0362.8142.1491. (CXX) g++ options: -rdynamic

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.IOXeon Platinum 8480+2 x Xeon Platinum 8375C2 x Xeon Platinum 8375C NUMA off2 x Xeon Platinum 8272CL NUMA off2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Platinum 8272CL2 x Xeon Platinum 8280Xeon Platinum 8259CLXeon W-3275MXeon Platinum 8272CLXeon Platinum 8280Xeon Platinum 8375CEPYC 2 7R328K16K24K32K40KSE +/- 383.97, N = 7SE +/- 695.27, N = 20SE +/- 472.37, N = 25SE +/- 618.01, N = 25SE +/- 502.20, N = 25SE +/- 482.43, N = 25SE +/- 484.84, N = 25SE +/- 474.27, N = 25SE +/- 428.64, N = 25SE +/- 599.32, N = 25SE +/- 642.38, N = 25SE +/- 593.14, N = 25SE +/- 414.26, N = 25SE +/- 365.25, N = 2036700.7031368.9429523.6528365.5728251.8328107.0427891.3026764.9426711.1725186.6723866.7421975.1221743.3219303.56

OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.10.0Test: Apache Spark BayesXeon Platinum 8480+2 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 8259CLXeon Platinum 8375C2 x Xeon Platinum 8272CL2 x Xeon Platinum 8280EPYC 2 7R32Xeon Platinum 8259CLXeon W-3275MXeon Platinum 8272CLXeon Platinum 828013002600390052006500SE +/- 93.28, N = 24SE +/- 172.31, N = 25SE +/- 90.83, N = 25SE +/- 77.21, N = 20SE +/- 55.66, N = 25SE +/- 47.41, N = 25SE +/- 39.37, N = 7SE +/- 41.01, N = 25SE +/- 36.17, N = 25SE +/- 26.28, N = 25SE +/- 26.07, N = 25SE +/- 30.38, N = 7SE +/- 18.35, N = 20SE +/- 19.41, N = 56203.165550.064402.823859.383813.753495.613492.993402.053228.633057.063017.332743.622739.002674.18

LAMMPS Molecular Dynamics Simulator

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

OpenBenchmarking.orgns/day, More Is BetterLAMMPS Molecular Dynamics Simulator 9Jan2020Model: Rhodopsin ProteinXeon Platinum 8259CLXeon Platinum 8272CLXeon W-3275MXeon Platinum 8280Xeon Platinum 8375CXeon Platinum 8480+EPYC 2 7R322 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Platinum 8272CL NUMA off2 x Xeon Platinum 8272CL2 x Xeon Platinum 82802 x Xeon Platinum 8375C2 x Xeon Platinum 8375C NUMA off612182430SE +/- 0.08, N = 3SE +/- 0.03, N = 3SE +/- 0.13, N = 15SE +/- 0.19, N = 3SE +/- 0.44, N = 15SE +/- 0.55, N = 12SE +/- 0.37, N = 15SE +/- 0.32, N = 3SE +/- 0.33, N = 3SE +/- 0.12, N = 3SE +/- 0.26, N = 6SE +/- 0.25, N = 14SE +/- 0.81, N = 15SE +/- 0.92, N = 1513.0414.0114.5615.3115.9019.7620.8221.8922.5422.6723.4324.7925.9827.35-ljpeg -lpng -lz-lpng -lz-lpng -lz1. (CXX) g++ options: -O3 -rdynamic -lfftw3 -lm

CloverLeaf

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

OpenBenchmarking.orgSeconds, Fewer Is BetterCloverLeafLagrangian-Eulerian HydrodynamicsXeon W-3275MXeon Platinum 8259CLXeon Platinum 8272CLXeon Platinum 82802 x Xeon Platinum 8259CL2 x Xeon Platinum 8272CL2 x Xeon Platinum 82802 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8272CL NUMA offXeon Platinum 8375CXeon Platinum 8480+EPYC 2 7R322 x Xeon Platinum 8375C2 x Xeon Platinum 8375C NUMA off0.25650.5130.76951.0261.2825SE +/- 0.02, N = 15SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.03, N = 15SE +/- 0.02, N = 15SE +/- 0.02, N = 15SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 15SE +/- 0.01, N = 31.141.111.050.960.780.710.690.630.610.510.460.360.350.331. (F9X) gfortran options: -O3 -march=native -funroll-loops -fopenmp

119 Results Shown

ArrayFire
MKL-DNN DNNL:
  Convolution Batch conv_all - bf16bf16bf16
  Convolution Batch conv_alexnet - bf16bf16bf16
  Convolution Batch conv_googlenet_v3 - bf16bf16bf16
  Convolution Batch conv_3d - bf16bf16bf16
  Deconvolution Batch deconv_3d - bf16bf16bf16
  Deconvolution Batch deconv_1d - u8s8f32
NAS Parallel Benchmarks
MKL-DNN DNNL:
  IP Batch 1D - f32
  IP Batch 1D - bf16bf16bf16
  Deconvolution Batch deconv_1d - bf16bf16bf16
NAS Parallel Benchmarks:
  BT.C
  EP.D
NAMD
MKL-DNN DNNL:
  IP Batch All - f32
  Deconvolution Batch deconv_3d - u8s8f32
  Deconvolution Batch deconv_all - bf16bf16bf16
NAS Parallel Benchmarks
OSPray
LuxCoreRender
OSPray
Blender
OSPray
LuxCoreRender
MKL-DNN DNNL
Embree
OSPray
Embree
John The Ripper:
  MD5
  Blowfish
Blender
Chaos Group V-RAY
Embree
Intel MPI Benchmarks
OSPray
MKL-DNN DNNL
Embree:
  Pathtracer - Asian Dragon Obj
  Pathtracer ISPC - Asian Dragon
  Pathtracer ISPC - Asian Dragon Obj
MKL-DNN DNNL
High Performance Conjugate Gradient
Stockfish
Blender
asmFish
NAS Parallel Benchmarks
MKL-DNN DNNL:
  Convolution Batch conv_all - f32
  Deconvolution Batch deconv_3d - f32
NAS Parallel Benchmarks
MKL-DNN DNNL
Blender
Mlpack Benchmark
Tungsten Renderer
PyPerformance
Nettle
MKL-DNN DNNL
dav1d
Basis Universal
Blender
Appleseed
Himeno Benchmark
dav1d
PostgreSQL pgbench
Intel Open Image Denoise
MKL-DNN DNNL
OSPray
MKL-DNN DNNL:
  Convolution Batch conv_alexnet - u8s8f32
  IP Batch All - u8s8f32
OSPray
MKL-DNN DNNL
Nettle
Timed LLVM Compilation
DeepSpeech
Appleseed
Timed Linux Kernel Compilation
Scikit-Learn
Mlpack Benchmark
Timed MrBayes Analysis
PyBench
PHPBench
Renaissance
SVT-AV1
PyPerformance
Radiance Benchmark
Zstd Compression
SVT-AV1
Mlpack Benchmark
Appleseed
PyPerformance
dav1d
Radiance Benchmark
lzbench
Nettle
Mlpack Benchmark
Nettle
lzbench
Basis Universal
Timed GDB GNU Debugger Compilation
PyPerformance
Numpy Benchmark
lzbench:
  Zstd 8 - Compression
  Zstd 1 - Decompression
  Brotli 2 - Compression
Build2
lzbench:
  Crush 0 - Decompression
  Brotli 2 - Decompression
  Zstd 1 - Compression
Renaissance
Tungsten Renderer
Timed GCC Compilation
SMHasher:
  wyhash:
    cycles/hash
    MiB/sec
DaCapo Benchmark
PostgreSQL pgbench
SVT-VP9
ArrayFire
Renaissance:
  Savina Reactors.IO
  Apache Spark Bayes
LAMMPS Molecular Dynamics Simulator
CloverLeaf