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 2105245-VE-2105249VE19
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AV1 2 Tests
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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
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HPC - High Performance Computing 13 Tests
Java 2 Tests
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MPI Benchmarks 5 Tests
Multi-Core 28 Tests
NVIDIA GPU Compute 4 Tests
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Programmer / Developer System Benchmarks 9 Tests
Python 5 Tests
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Server CPU Tests 22 Tests
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Result
Identifier
Performance Per
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Date
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  Test
  Duration
EPYC 2 7R32
August 22 2020
  7 Hours, 24 Minutes
Xeon W-3275M
April 19 2020
  9 Hours, 52 Minutes
Xeon Platinum 8259CL
October 03 2020
  10 Hours, 8 Minutes
2 x Xeon Platinum 8259CL NUMA off
September 17 2020
  9 Hours, 36 Minutes
2 x Xeon Platinum 8259CL
September 16 2020
  9 Hours, 25 Minutes
Xeon Platinum 8272CL
October 19 2020
  9 Hours, 25 Minutes
2 x Xeon Platinum 8272CL NUMA off
October 18 2020
  9 Hours, 58 Minutes
2 x Xeon Platinum 8272CL
October 17 2020
  9 Hours, 33 Minutes
Xeon Platinum 8280
March 28 2020
  8 Hours, 39 Minutes
2 x Xeon Platinum 8280
March 28 2020
  8 Hours, 49 Minutes
Xeon Platinum 8375C
May 22 2021
  8 Hours, 39 Minutes
2 x Xeon Platinum 8375C NUMA off
May 23 2021
  9 Hours, 17 Minutes
2 x Xeon Platinum 8375C
May 21 2021
  10 Hours, 27 Minutes
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  9 Hours, 19 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 8375CAMD 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 252GBOpenBenchmarking.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 -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: 0xd0001b2Java 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)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 3.7.5Security 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 affectedOpenCL 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 8375CLogarithmic Result OverviewPhoronix Test SuiteMKL-DNN DNNLArrayFirePostgreSQL pgbenchNAMDCloverLeafNAS Parallel BenchmarksLuxCoreRenderOSPrayJohn The RipperEmbreeChaos Group V-RAYIntel MPI BenchmarksStockfishasmFishBlenderLAMMPS Molecular Dynamics Simulatordav1dDeepSpeechTimed Linux Kernel CompilationTimed LLVM CompilationPyPerformanceTungsten RendererBasis UniversalRenaissanceTimed MrBayes AnalysisSVT-AV1Timed GDB GNU Debugger CompilationPHPBenchAppleseedNettleScikit-LearnZstd CompressionBuild2Himeno BenchmarkIntel Open Image DenoiseRadiance BenchmarkPyBenchTimed GCC CompilationSVT-VP9Numpy BenchmarklzbenchMlpack BenchmarkDaCapo Benchmark

Xeon & EPYC Testsarrayfire: BLAS CPUnpb: SP.Bmkl-dnn: Deconvolution Batch deconv_1d - u8s8f32mkl-dnn: IP Batch 1D - f32npb: BT.Cnpb: EP.Dnamd: ATPase Simulation - 327,506 Atomsmkl-dnn: Deconvolution Batch deconv_3d - u8s8f32npb: MG.Cospray: NASA Streamlines - Path Tracerluxcorerender: DLSCospray: XFrog Forest - Path Tracerblender: Classroom - CPU-Onlyospray: XFrog Forest - SciVisluxcorerender: Rainbow Colors and Prismmkl-dnn: IP Batch 1D - bf16bf16bf16mkl-dnn: Deconvolution Batch deconv_all - f32embree: Pathtracer - Crownospray: NASA Streamlines - SciVisembree: Pathtracer ISPC - Crownospray: San Miguel - Path Tracerjohn-the-ripper: MD5mkl-dnn: Convolution Batch conv_alexnet - bf16bf16bf16mkl-dnn: Convolution Batch conv_all - bf16bf16bf16john-the-ripper: Blowfishblender: Pabellon Barcelona - CPU-Onlymkl-dnn: Convolution Batch conv_googlenet_v3 - bf16bf16bf16ospray: San Miguel - SciVismkl-dnn: Convolution Batch conv_3d - bf16bf16bf16v-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: Deconvolution Batch deconv_all - bf16bf16bf16mkl-dnn: Convolution Batch conv_googlenet_v3 - f32hpcg: stockfish: Total Timeblender: BMW27 - CPU-Onlyasmfish: 1024 Hash Memory, 26 Depthmkl-dnn: Deconvolution Batch deconv_1d - bf16bf16bf16npb: LU.Cmkl-dnn: Convolution Batch conv_all - f32mkl-dnn: IP Batch All - f32mkl-dnn: Deconvolution Batch deconv_3d - f32npb: EP.Cmkl-dnn: Convolution Batch conv_alexnet - f32blender: Fishy Cat - CPU-Onlymkl-dnn: Deconvolution Batch deconv_3d - bf16bf16bf16tungsten: Hairpyperformance: python_startupdav1d: Chimera 1080p 10-bitblender: Barbershop - CPU-Onlymkl-dnn: Deconvolution Batch deconv_1d - f32appleseed: Material Testerdav1d: Summer Nature 1080pbasis: UASTC Level 3pgbench: Buffer Test - Normal Load - Read Onlymkl-dnn: Convolution Batch conv_googlenet_v3 - u8s8f32mkl-dnn: Convolution Batch conv_alexnet - u8s8f32mkl-dnn: IP Batch All - u8s8f32mkl-dnn: Convolution Batch conv_all - u8s8f32deepspeech: CPUappleseed: Disney Materialbuild-linux-kernel: Time To Compilebuild-llvm: Time To Compilenettle: aes256svt-av1: Enc Mode 4 - 1080pnettle: poly1305-aesmlpack: scikit_linearridgeregressionmlpack: scikit_qdadav1d: Summer Nature 4Ksvt-av1: Enc Mode 8 - 1080pnettle: chachamrbayes: Primate Phylogeny Analysismlpack: scikit_icaappleseed: Emilybuild-gdb: Time To Compilephpbench: PHP Benchmark Suitelzbench: Zstd 8 - Decompressionpyperformance: django_templatescikit-learn: renaissance: Scala Dottypyperformance: floatcompress-zstd: Compressing ubuntu-16.04.3-server-i386.img, Compression Level 19nettle: sha512radiance: SMP Parallellzbench: Crush 0 - Compressionbuild2: Time To Compilepyperformance: regex_compilehimeno: Poisson Pressure Solverlzbench: Crush 0 - Decompressionoidn: Memoriallzbench: Brotli 2 - Decompressionpybench: Total For Average Test Timesrenaissance: Apache Spark PageRankbuild-gcc: Time To Compilesmhasher: wyhashsmhasher: wyhashmlpack: scikit_svmlzbench: Zstd 8 - Compressionradiance: Seriallzbench: Zstd 1 - Decompressionnumpy: lzbench: Zstd 1 - Compressiondacapobench: Jythonlzbench: Brotli 2 - Compressionbasis: ETC1Stungsten: Water Causticpgbench: 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 8375C990.79851225.181131.131.67560106415.533570.460.486141899.2449330.1516.607.285.85101.3411.038.121485.4747.646476.9245.18694.73397200066475132.0458.826289752.953220348261.028985403076.7647.580652.354145.433042.541317.060811676502841.7611327897799821.89710.1408.883902.204713485.9996.688165.677.6745516.3140.14177.792.22540175.193708676.1619.193891303.121943730.3061301.36149.33911728.872.8159962.43104724.005200.0394665.335.7142046.351.7939.54321.1754.472750.35792.36149.47147.685856108.675500524126666.410.4196577.3439.230478.09219.6528159.9562133769.72366438028.71564122621641.954849.19215.1683730.71148323.58418524616554.31022.32476105.728957291.1735.1319303.5613057.05920.8210.363128.3931426.530.4584222.8671569347.583210.520.814343852.3735376.118.693.533.17213.365.723.795.563041292.6224.550345.4526.40103.253654000702.0653880.4440326265.41188.61134.4816.59063301430.105720246604.623188406183.1127.195235.149530.34583293.9449.874414.16236117065174.96662256417.6159569606.84878.3907.544392.275263025.11108.568118.098.4627312.710417.781.60304.791.74515124.147301537.8430.634567696.50591213.450431.98933.592182967.92123.85252106.64339236.367281.6787070.606.3893207.981.9932.65256.6053.8191172.153143.34854.91196.929786134.824734339129849.99.6616970.90494.58.380550.93219.83610966.4151573866.09098850927.3572195121015.543994.58318.50826298.7715.7884665.71299367.56508432119647.65321.551711704.231804282.184.42325186.6662743.62314.5621.142950.1624288.340.4156142.6997751975.352677.640.869254426.0633490.038.093.042.96246.815.383.305.699001029.2421.382943.4824.72673.003384000796.7534364.0035599305.20207.91132.9717.32172906126.063816759832.2608737.047095.6223.719232.908828.29283368.2148.064013.64255443711786.89593507947.9829265522.46874.2017.890712.200532641.32107.804134.229.3710714.804611.467.33350.471.63928127.996296353.7835.983512031.41923112.705930.88003.432363402.07117.35692120.16934641.137317.6105517.025.1122492.482.0031.98205.6346.873920.513138.84661.20219.3197132.228569793108964.112.0887200.7521229.672436.73273.1259176.1472003152.50143740427.99587125022226.8451067.64124.18720221.2518.6771842.0991061321.13410501216057.39925.35555941.318141256.244.67726711.1733017.32513.0401.115650.7138493.570.3614141.5372984766.145284.340.454222252.6743490.1515.545.865.71124.6710.325.524.46440743.69538.103376.9246.41845.546608333399.3082198.1870955157.99106.71461.589.187515305146.908432444647.43478362.53548.6042.494659.050250.86481904.4525.067216.517110410667648.001050706064.4652394642.99461.9356.658421.263955059.0255.356579.224.856899.0907322.688.66211.371.22589197.293774400.2423.147790827.5724647.6365119.37232.781931734.20135.0510073.21622429.276244.9405523.315.9962516.872.4241.29212.9952.314917.505141.89857.69163.707232146.43557434896664.112.9547566.34212310.294438.23255.5888669.1952003130.85871339633.10543125325636.6941073.76224.15420231.5819.6271841.3231032293.53407516115958.28024.77923168.732081229.537.60428251.8283813.74621.8870.635319.5853978.900.3762221.57687104107.995310.160.445512238.0563393.3515.6255.885.71124.5910.426.404.48918739.16338.122276.9246.17575.586554667399.2982197.8170888158.13106.89362.59.206655180346.792031988149.24637762.53551.3842.761359.056350.97691904.2825.772227.106010351385347.631199123574.49039120961.91559.4689.976691.266495052.6356.646579.004.871949.2621711.389.55211.331.25795185.229734431.7623.088795715.3113558.7479422.38303.048661793.75117.7261373.58191327.581232.0535513.085.9552497.862.3042.88215.6453.040917.750139.75058.48161.846314129.689573483101164.212.4597256.9201239.949437.62258.3438866.6672003147.90752139433.89551125225275.1591012.03524.15120225.1818.7669841.6471027310.40399517215757.82624.54374009.405331229.918.43028107.0363495.61222.5350.783281.5829919.010.3782292.3860669011.353033.280.777243985.1034708.609.093.633.33215.916.023.925.596801123.6825.121847.6227.78443.363727667662.7553639.2739604271.68173.38137.0414.07473394730.565319096342.652174406437.6027.668536.752431.56752751.0045.12715817210775.86642308686.59778821.9677.407042.165812974.1598.6664119.368.3167713.881811.663.01310.511.47084129.0306315.5132.199546028.33829612.028827.97793.344273089.34117.86644117.15179838.734301.5315830.305.6532661.611.9131.51208.5051.591970.383133.48358.57211.941251142.501604857114560.611.2126900.1938.307462.78257.2329774.2653318.97916642730.22619118421895.6431107.36623.67620556.9617.8375796.5781122340.72430478616854.19424.21274087.302897256.024.19623866.7402739.00214.0141.056330.9346295.790.3364261.63106102113.055973.180.401732063.2345188.2317.446.956.41109.3411.636.792.85310877.20743.989490.9150.94606.217102667332.3191842.9778420142.8190.263666.677.655616217554.196436872935.14492871.433243.0049.106165.545256.45951833.2723.672916.528210975337741.221073883443.95067436.8606.386521.252945667.7651.442970.224.494648.3474425.282.65195.611.30395195.111486371.4821.120873066.7570126.8254018.39293.105301579.11140.4394972.84842628.129230.8545852.826.4552657.682.1340.35211.0553.961975.081134.88355.90161.376814159.498606436102260.812.0557347.07911710.088465.40241.0639365.7721903315.29547141233.57571118224909.6551110.20423.67120554.9219.0574797.1561078313.35430503716855.45623.82074921.077096227.908.94728365.5683859.37922.6660.613972.3266865.450.3517191.60641131794.236088.080.388402064.0266470.5617.546.996.44109.9111.637.442.89086881.08743.823890.9151.19826.257150000337.8831844.7878301143.3190.398266.677.675176137854.204136807805.92753671.433271.4049.281565.367956.50671838.6024.114726.702511236272341.331229339303.98393534.3289.713551.251275763.3752.997970.124.494058.6679111.882.87195.961.34411186.306033391.2521.404857060.9359307.7970820.09093.296151640.45123.8147273.50382826.583216.8865852.226.3992654.232.1640.64216.0054.135974.458134.99754.84162.495615143.645606548105860.611.7636956.9011179.653465.18246.1599368.5581893331.37740341535.52580118223916.2301068.47223.64520553.0517.9473796.4331088324.39423501316655.27823.90772150.917652227.897.46727891.3013402.04623.4340.713432.1632682.140.3710362.3945171842.343283.380.707093716.9837089.059.493.793.46198.256.254.114.831701113.5426.28005028.77303.524090000637.3743497.4742864246.31166.98438.4614.07803471032.247416653864.76811642.875919.9429.206138.310033.04902935.9942.075814.90976289131269.80687620756.5537474255.67765.7456.795091.962793194.1894.1937110.677.6960512.686311.265.40287.801.46232123.979103323.2030.689560887.76669611.290026.83913.231212846.12118.09377103.83309940.898308.7416313.166.0302867.481.6730.45199.0851.9171051.111128.84867.36197.649505144.643649164122446.29.1276664.2541098.203501.9823510174.1181643510.20515944031.10673107620621.2291063.70522.67817.1977728.3611212330.33457454718151.44622.016753139.057777265.404.11521975.1222674.17515.3140.963430.2870893.410.3944551.63986136046.536284.650.362261893.7269175.1218.187.196.67100.4712.057.153.65964881.78345.612190.9153.23046.537880000320.0601766.3584084129.0186.539169.527.929126433157.487031821690.55072571.433005.4851.785368.424158.69451779.1523.177228.854211971579538.791338398964.06847140090.32496.8169.524661.136086104.9449.843766.394.358177.8270611.285.14187.331.24029193.44241409.8819.885909916.4900867.4605019.81433.110021517.44122.2246868.61827227.309221.5156320.007.0332868.691.8238.35221.3156.9821051.936129.98663.35154.980752142.695649693112445.99.3926890.6061099.137500.98226.0769662.7761643514.60410642834.49623107323588.3971005.53022.67717.1975728.2461168321.82449471117652.69421.589624466.911227233.177.48126764.9413228.63324.7880.694875.4746438.580.3010071.0855396192.054730.260.469482530.9650840.7614.225.585.18136.559.386.022.41906724.60237.633971.4342.59755.165714333500.1202712.0756326177.57129.59554.3910.75084476044.305524658155.95652262.54454.2240.184653.572046.14372063.4230.827920.16878531324252.28938968994.9788897414.07598.1874.595501.340964003.8283.360981.646.071179.2136519.896.93218.421.2400190.819752444.3026.597751908.5333817.3503817.72411.845152125.83103.0801778.5794929.357215.8378052.904.0981909.602.5426.51247.8641.842822.10899.68845.50156.215935139.362712140141265.49.5668999.7681347.283396.69201.22411160.3261864214.94407942236.5662497819555.0571006.63517.0589654.1831321374.90464511218448.22723.42063870.433016266.292.81421743.3223492.99115.9010.514631.3886029.320.3063090.765279164568.749334.310.256321295.4882390.2427.0310.099.8874.2017.8610.911.74213458.49469.1392136.9078.55359.5210714333251.8261381.1711184799.2167.968899.245.719638793778.537949151696.057971111.112382.1170.054395.985782.31641166.6917.349627.207215311349231.091485214492.91495152798.56327.2763.730310.8510076744.5742.910353.693.777696.1179020.4118.88158.721.03115179.240906478.0517.341735555.9704054.7157410.96801.498651107.34113.2877264.97065422.410178.7518007.345.2041909.432.7529.53246.9667.084815.179103.11244.03213.505962149.863704453129165.39.4729170.2151348.422396.53198.50110956.0141914198.51469141632.2961797922022.8051024.08417.5488654.5751271316.75461540018348.92123.64324148.688294243.244.03629523.6455550.05527.3450.334520.18112350.470.2994730.731753188359.369339.040.249411320.60111939.6227.0310.159.8875.7317.8610.901.73950469.42869.2648140.4878.63429.5210497333252.4061421.84109978100.5171.00601005.812438738878.767250148418.000000108.332540.7470.388395.270681.90091211.2121.006539.156215290686031.101645533173.07797177387.18399.2406.002640.8525186352.4443.856153.963.783196.0566819.8118.37161.711.01890185.454977500.8316.9151063447.9239865.3542612.33171.446131166.32108.1615864.75075421.399167.6728044.394.8371963.032.6029.92251.6365.295821.177101.87244.68214.954687140.610708571132063.29.3329329.4311338.179456.39200.810656.1551834211.21084241332.9660098022456.612970.91617.0886654.9781258370.96453533817849.40323.49413301.679958249.767.35531368.9354402.82325.9820.35OpenBenchmarking.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 CPU2 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 offEPYC 2 7R32Xeon Platinum 8259CLXeon Platinum 8272CLXeon Platinum 8280Xeon Platinum 8375CXeon W-3275M14002800420056007000SE +/- 122.72, N = 12SE +/- 14.66, N = 3SE +/- 240.61, N = 12SE +/- 23.67, N = 3SE +/- 20.06, N = 3SE +/- 7.08, N = 3SE +/- 28.94, N = 3SE +/- 6.50, N = 3SE +/- 1.09, N = 3SE +/- 8.38, N = 3SE +/- 25.11, N = 3SE +/- 18.17, N = 3SE +/- 30.40, N = 35319.585650.713972.326330.933430.284520.184631.38990.802950.163281.583432.164875.473128.391. (CXX) g++ options: -rdynamic
OpenBenchmarking.orgGFLOPS, More Is BetterArrayFire 3.7Test: BLAS CPU2 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 offEPYC 2 7R32Xeon Platinum 8259CLXeon Platinum 8272CLXeon Platinum 8280Xeon Platinum 8375CXeon W-3275M11002200330044005500Min: 4200.7 / Avg: 5319.58 / Max: 5698.07Min: 5621.56 / Avg: 5650.71 / Max: 5668.03Min: 3367.64 / Avg: 3972.32 / Max: 5843.95Min: 6284.91 / Avg: 6330.93 / Max: 6363.58Min: 3391.32 / Avg: 3430.28 / Max: 3458.08Min: 4507.82 / Avg: 4520.18 / Max: 4532.34Min: 4582.37 / Avg: 4631.38 / Max: 4682.56Min: 983.21 / Avg: 990.8 / Max: 1003.73Min: 2948.36 / Avg: 2950.16 / Max: 2952.13Min: 3265.08 / Avg: 3281.58 / Max: 3292.42Min: 3385.97 / Avg: 3432.16 / Max: 3472.32Min: 4840.53 / Avg: 4875.47 / Max: 4901.6Min: 3086.09 / Avg: 3128.39 / Max: 3187.371. (CXX) g++ options: -rdynamic

NAS Parallel Benchmarks

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

OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: SP.B2 x Xeon Platinum 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 offEPYC 2 7R32Xeon Platinum 8259CLXeon Platinum 8272CLXeon Platinum 8280Xeon Platinum 8375CXeon W-3275M20K40K60K80K100KSE +/- 77.17, N = 3SE +/- 42.29, N = 3SE +/- 72.16, N = 3SE +/- 22.17, N = 3SE +/- 115.61, N = 3SE +/- 285.88, N = 3SE +/- 1041.11, N = 15SE +/- 520.84, N = 15SE +/- 28.87, N = 3SE +/- 115.29, N = 3SE +/- 151.80, N = 3SE +/- 648.57, N = 15SE +/- 146.25, N = 353978.9038493.5766865.4546295.7970893.41112350.4786029.3251225.1824288.3429919.0132682.1446438.5831426.531. (F9X) gfortran options: -O3 -march=native -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi2. 2 x Xeon Platinum 8259CL: Open MPI 3.1.33. 2 x Xeon Platinum 8259CL NUMA off: Open MPI 3.1.34. 2 x Xeon Platinum 8272CL: Open MPI 3.1.35. 2 x Xeon Platinum 8272CL NUMA off: Open MPI 3.1.36. 2 x Xeon Platinum 8280: Open MPI 4.0.3rc47. 2 x Xeon Platinum 8375C: Open MPI 3.1.38. 2 x Xeon Platinum 8375C NUMA off: Open MPI 3.1.39. EPYC 2 7R32: Open MPI 3.1.310. Xeon Platinum 8259CL: Open MPI 3.1.311. Xeon Platinum 8272CL: Open MPI 3.1.312. Xeon Platinum 8280: Open MPI 4.0.3rc413. Xeon Platinum 8375C: Open MPI 3.1.314. Xeon W-3275M: Open MPI 3.1.3
OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: SP.B2 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 offEPYC 2 7R32Xeon Platinum 8259CLXeon Platinum 8272CLXeon Platinum 8280Xeon Platinum 8375CXeon W-3275M20K40K60K80K100KMin: 53838.15 / Avg: 53978.9 / Max: 54104.11Min: 38418.48 / Avg: 38493.57 / Max: 38564.84Min: 66759.3 / Avg: 66865.45 / Max: 67003.21Min: 46251.45 / Avg: 46295.79 / Max: 46318.53Min: 70669.66 / Avg: 70893.41 / Max: 71055.77Min: 111781.58 / Avg: 112350.47 / Max: 112684.55Min: 78875.15 / Avg: 86029.32 / Max: 89137.83Min: 47454.17 / Avg: 51225.18 / Max: 53854.46Min: 24230.63 / Avg: 24288.34 / Max: 24318.8Min: 29693.23 / Avg: 29919.01 / Max: 30072.4Min: 32463.91 / Avg: 32682.14 / Max: 32974.04Min: 39640.51 / Avg: 46438.58 / Max: 48044.32Min: 31256.3 / Avg: 31426.53 / Max: 31717.641. (F9X) gfortran options: -O3 -march=native -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi2. 2 x Xeon Platinum 8259CL: Open MPI 3.1.33. 2 x Xeon Platinum 8259CL NUMA off: Open MPI 3.1.34. 2 x Xeon Platinum 8272CL: Open MPI 3.1.35. 2 x Xeon Platinum 8272CL NUMA off: Open MPI 3.1.36. 2 x Xeon Platinum 8280: Open MPI 4.0.3rc47. 2 x Xeon Platinum 8375C: Open MPI 3.1.38. 2 x Xeon Platinum 8375C NUMA off: Open MPI 3.1.39. EPYC 2 7R32: Open MPI 3.1.310. Xeon Platinum 8259CL: Open MPI 3.1.311. Xeon Platinum 8272CL: Open MPI 3.1.312. Xeon Platinum 8280: Open MPI 4.0.3rc413. Xeon Platinum 8375C: Open MPI 3.1.314. Xeon W-3275M: 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: Deconvolution Batch deconv_1d - Data Type: u8s8f322 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 offEPYC 2 7R32Xeon Platinum 8259CLXeon Platinum 8272CLXeon Platinum 8280Xeon Platinum 8375CXeon W-3275M2004006008001000SE +/- 0.000864, N = 3SE +/- 0.001016, N = 3SE +/- 0.001261, N = 3SE +/- 0.002279, N = 3SE +/- 0.006813, N = 3SE +/- 0.002925, N = 3SE +/- 0.001434, N = 3SE +/- 4.136428, N = 3SE +/- 0.000985, N = 3SE +/- 0.000242, N = 3SE +/- 0.000361, N = 3SE +/- 0.000218, N = 3SE +/- 0.001267, N = 30.3762220.3614140.3517190.3364260.3944550.2994730.3063091131.1300000.4156140.3782290.3710360.3010070.458422MIN: 1118.791. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl
OpenBenchmarking.orgms, Fewer Is BetterMKL-DNN DNNL 1.1Harness: Deconvolution Batch deconv_1d - Data Type: u8s8f322 x Xeon Platinum 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 offEPYC 2 7R32Xeon Platinum 8259CLXeon Platinum 8272CLXeon Platinum 8280Xeon Platinum 8375CXeon W-3275M2004006008001000Min: 0.37 / Avg: 0.38 / Max: 0.38Min: 0.36 / Avg: 0.36 / Max: 0.36Min: 0.35 / Avg: 0.35 / Max: 0.35Min: 0.33 / Avg: 0.34 / Max: 0.34Min: 0.38 / Avg: 0.39 / Max: 0.41Min: 0.29 / Avg: 0.3 / Max: 0.3Min: 0.3 / Avg: 0.31 / Max: 0.31Min: 1123.68 / Avg: 1131.13 / Max: 1137.97Min: 0.41 / Avg: 0.42 / Max: 0.42Min: 0.38 / Avg: 0.38 / Max: 0.38Min: 0.37 / Avg: 0.37 / Max: 0.37Min: 0.3 / Avg: 0.3 / Max: 0.3Min: 0.46 / Avg: 0.46 / Max: 0.461. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl

OpenBenchmarking.orgms, Fewer Is BetterMKL-DNN DNNL 1.1Harness: IP Batch 1D - Data Type: f322 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 offEPYC 2 7R32Xeon Platinum 8259CLXeon Platinum 8272CLXeon Platinum 8280Xeon Platinum 8375CXeon W-3275M0.64511.29021.93532.58043.2255SE +/- 0.014831, N = 15SE +/- 0.019533, N = 3SE +/- 0.014870, N = 15SE +/- 0.009266, N = 3SE +/- 0.014367, N = 15SE +/- 0.003943, N = 3SE +/- 0.007993, N = 3SE +/- 0.006731, N = 3SE +/- 0.008928, N = 3SE +/- 0.005715, N = 3SE +/- 0.010722, N = 3SE +/- 0.004282, N = 3SE +/- 0.005753, N = 31.5768701.5372901.6064101.6310601.6398600.7317530.7652791.6756002.6997702.3860602.3945101.0855302.867150MIN: 1.29MIN: 1.39MIN: 1.36MIN: 1.44MIN: 1.39MIN: 0.67MIN: 0.69MIN: 1.59MIN: 2.46MIN: 2.32MIN: 2.28MIN: 1.01MIN: 2.531. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl
OpenBenchmarking.orgms, Fewer Is BetterMKL-DNN DNNL 1.1Harness: IP Batch 1D - Data Type: f322 x Xeon Platinum 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 offEPYC 2 7R32Xeon Platinum 8259CLXeon Platinum 8272CLXeon Platinum 8280Xeon Platinum 8375CXeon W-3275M246810Min: 1.5 / Avg: 1.58 / Max: 1.69Min: 1.51 / Avg: 1.54 / Max: 1.57Min: 1.5 / Avg: 1.61 / Max: 1.69Min: 1.61 / Avg: 1.63 / Max: 1.64Min: 1.54 / Avg: 1.64 / Max: 1.74Min: 0.73 / Avg: 0.73 / Max: 0.74Min: 0.76 / Avg: 0.77 / Max: 0.78Min: 1.66 / Avg: 1.68 / Max: 1.69Min: 2.68 / Avg: 2.7 / Max: 2.71Min: 2.37 / Avg: 2.39 / Max: 2.39Min: 2.38 / Avg: 2.39 / Max: 2.42Min: 1.08 / Avg: 1.09 / Max: 1.09Min: 2.86 / Avg: 2.87 / Max: 2.881. (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.C2 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 offEPYC 2 7R32Xeon Platinum 8259CLXeon Platinum 8272CLXeon Platinum 8280Xeon Platinum 8375CXeon W-3275M40K80K120K160K200KSE +/- 107.83, N = 3SE +/- 64.74, N = 3SE +/- 125.50, N = 3SE +/- 156.22, N = 3SE +/- 78.84, N = 3SE +/- 2821.73, N = 12SE +/- 116.37, N = 3SE +/- 500.22, N = 3SE +/- 15.49, N = 3SE +/- 149.79, N = 3SE +/- 52.95, N = 3SE +/- 120.43, N = 3SE +/- 127.07, N = 3104107.9984766.14131794.23102113.05136046.53188359.36164568.74106415.5351975.3569011.3571842.3496192.0569347.581. (F9X) gfortran options: -O3 -march=native -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi2. 2 x Xeon Platinum 8259CL: Open MPI 3.1.33. 2 x Xeon Platinum 8259CL NUMA off: Open MPI 3.1.34. 2 x Xeon Platinum 8272CL: Open MPI 3.1.35. 2 x Xeon Platinum 8272CL NUMA off: Open MPI 3.1.36. 2 x Xeon Platinum 8280: Open MPI 4.0.3rc47. 2 x Xeon Platinum 8375C: Open MPI 3.1.38. 2 x Xeon Platinum 8375C NUMA off: Open MPI 3.1.39. EPYC 2 7R32: Open MPI 3.1.310. Xeon Platinum 8259CL: Open MPI 3.1.311. Xeon Platinum 8272CL: Open MPI 3.1.312. Xeon Platinum 8280: Open MPI 4.0.3rc413. Xeon Platinum 8375C: Open MPI 3.1.314. Xeon W-3275M: Open MPI 3.1.3
OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: BT.C2 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 offEPYC 2 7R32Xeon Platinum 8259CLXeon Platinum 8272CLXeon Platinum 8280Xeon Platinum 8375CXeon W-3275M30K60K90K120K150KMin: 103947.99 / Avg: 104107.99 / Max: 104313.21Min: 84639.23 / Avg: 84766.14 / Max: 84851.8Min: 131628.47 / Avg: 131794.23 / Max: 132040.34Min: 101880.46 / Avg: 102113.05 / Max: 102410Min: 135902.03 / Avg: 136046.53 / Max: 136173.43Min: 158314.13 / Avg: 188359.36 / Max: 193582.45Min: 164342.7 / Avg: 164568.74 / Max: 164729.8Min: 105553.29 / Avg: 106415.53 / Max: 107286.06Min: 51950.76 / Avg: 51975.35 / Max: 52003.96Min: 68722.06 / Avg: 69011.35 / Max: 69223.41Min: 71737.27 / Avg: 71842.34 / Max: 71906.41Min: 95953.71 / Avg: 96192.05 / Max: 96341.29Min: 69139.32 / Avg: 69347.58 / Max: 69577.861. (F9X) gfortran options: -O3 -march=native -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi2. 2 x Xeon Platinum 8259CL: Open MPI 3.1.33. 2 x Xeon Platinum 8259CL NUMA off: Open MPI 3.1.34. 2 x Xeon Platinum 8272CL: Open MPI 3.1.35. 2 x Xeon Platinum 8272CL NUMA off: Open MPI 3.1.36. 2 x Xeon Platinum 8280: Open MPI 4.0.3rc47. 2 x Xeon Platinum 8375C: Open MPI 3.1.38. 2 x Xeon Platinum 8375C NUMA off: Open MPI 3.1.39. EPYC 2 7R32: Open MPI 3.1.310. Xeon Platinum 8259CL: Open MPI 3.1.311. Xeon Platinum 8272CL: Open MPI 3.1.312. Xeon Platinum 8280: Open MPI 4.0.3rc413. Xeon Platinum 8375C: Open MPI 3.1.314. Xeon W-3275M: Open MPI 3.1.3

OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: EP.D2 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 offEPYC 2 7R32Xeon Platinum 8259CLXeon Platinum 8272CLXeon Platinum 8280Xeon Platinum 8375CXeon W-3275M2K4K6K8K10KSE +/- 89.39, N = 3SE +/- 84.22, N = 3SE +/- 89.09, N = 3SE +/- 91.47, N = 3SE +/- 148.86, N = 12SE +/- 102.38, N = 3SE +/- 143.88, N = 3SE +/- 5.75, N = 3SE +/- 38.58, N = 4SE +/- 39.87, N = 5SE +/- 46.76, N = 4SE +/- 5.66, N = 3SE +/- 4.09, N = 35310.165284.346088.085973.186284.659339.049334.313570.462677.643033.283283.384730.263210.521. (F9X) gfortran options: -O3 -march=native -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi2. 2 x Xeon Platinum 8259CL: Open MPI 3.1.33. 2 x Xeon Platinum 8259CL NUMA off: Open MPI 3.1.34. 2 x Xeon Platinum 8272CL: Open MPI 3.1.35. 2 x Xeon Platinum 8272CL NUMA off: Open MPI 3.1.36. 2 x Xeon Platinum 8280: Open MPI 4.0.3rc47. 2 x Xeon Platinum 8375C: Open MPI 3.1.38. 2 x Xeon Platinum 8375C NUMA off: Open MPI 3.1.39. EPYC 2 7R32: Open MPI 3.1.310. Xeon Platinum 8259CL: Open MPI 3.1.311. Xeon Platinum 8272CL: Open MPI 3.1.312. Xeon Platinum 8280: Open MPI 4.0.3rc413. Xeon Platinum 8375C: Open MPI 3.1.314. Xeon W-3275M: Open MPI 3.1.3
OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: EP.D2 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 offEPYC 2 7R32Xeon Platinum 8259CLXeon Platinum 8272CLXeon Platinum 8280Xeon Platinum 8375CXeon W-3275M16003200480064008000Min: 5131.81 / Avg: 5310.16 / Max: 5410.13Min: 5126.12 / Avg: 5284.34 / Max: 5413.51Min: 5909.98 / Avg: 6088.08 / Max: 6181.91Min: 5849.34 / Avg: 5973.18 / Max: 6151.72Min: 4701.54 / Avg: 6284.65 / Max: 6575.23Min: 9134.47 / Avg: 9339.04 / Max: 9448.8Min: 9047.09 / Avg: 9334.31 / Max: 9493.21Min: 3559.68 / Avg: 3570.46 / Max: 3579.3Min: 2562.02 / Avg: 2677.64 / Max: 2719.76Min: 2878.64 / Avg: 3033.28 / Max: 3109.62Min: 3145.86 / Avg: 3283.38 / Max: 3354.94Min: 4722.84 / Avg: 4730.26 / Max: 4741.38Min: 3202.35 / Avg: 3210.52 / Max: 3214.741. (F9X) gfortran options: -O3 -march=native -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi2. 2 x Xeon Platinum 8259CL: Open MPI 3.1.33. 2 x Xeon Platinum 8259CL NUMA off: Open MPI 3.1.34. 2 x Xeon Platinum 8272CL: Open MPI 3.1.35. 2 x Xeon Platinum 8272CL NUMA off: Open MPI 3.1.36. 2 x Xeon Platinum 8280: Open MPI 4.0.3rc47. 2 x Xeon Platinum 8375C: Open MPI 3.1.38. 2 x Xeon Platinum 8375C NUMA off: Open MPI 3.1.39. EPYC 2 7R32: Open MPI 3.1.310. Xeon Platinum 8259CL: Open MPI 3.1.311. Xeon Platinum 8272CL: Open MPI 3.1.312. Xeon Platinum 8280: Open MPI 4.0.3rc413. Xeon Platinum 8375C: Open MPI 3.1.314. Xeon W-3275M: 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 Atoms2 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 offEPYC 2 7R32Xeon Platinum 8259CLXeon Platinum 8272CLXeon Platinum 8280Xeon Platinum 8375CXeon W-3275M0.19560.39120.58680.78240.978SE +/- 0.00038, N = 3SE +/- 0.00012, N = 3SE +/- 0.00016, N = 3SE +/- 0.00066, N = 3SE +/- 0.00133, N = 3SE +/- 0.00026, N = 3SE +/- 0.00107, N = 3SE +/- 0.00084, N = 3SE +/- 0.00063, N = 3SE +/- 0.01127, N = 4SE +/- 0.00060, N = 3SE +/- 0.00002, N = 3SE +/- 0.00775, N = 150.445510.454220.388400.401730.362260.249410.256320.486140.869250.777240.707090.469480.81434
OpenBenchmarking.orgdays/ns, Fewer Is BetterNAMD 2.13ATPase Simulation - 327,506 Atoms2 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 offEPYC 2 7R32Xeon Platinum 8259CLXeon Platinum 8272CLXeon Platinum 8280Xeon Platinum 8375CXeon W-3275M246810Min: 0.45 / Avg: 0.45 / Max: 0.45Min: 0.45 / Avg: 0.45 / Max: 0.45Min: 0.39 / Avg: 0.39 / Max: 0.39Min: 0.4 / Avg: 0.4 / Max: 0.4Min: 0.36 / Avg: 0.36 / Max: 0.36Min: 0.25 / Avg: 0.25 / Max: 0.25Min: 0.25 / Avg: 0.26 / Max: 0.26Min: 0.48 / Avg: 0.49 / Max: 0.49Min: 0.87 / Avg: 0.87 / Max: 0.87Min: 0.74 / Avg: 0.78 / Max: 0.79Min: 0.71 / Avg: 0.71 / Max: 0.71Min: 0.47 / Avg: 0.47 / Max: 0.47Min: 0.78 / Avg: 0.81 / Max: 0.87

MKL-DNN DNNL

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

OpenBenchmarking.orgms, Fewer Is BetterMKL-DNN DNNL 1.1Harness: Deconvolution Batch deconv_3d - Data Type: u8s8f322 x Xeon Platinum 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 offEPYC 2 7R32Xeon Platinum 8259CLXeon Platinum 8272CLXeon Platinum 8280Xeon Platinum 8375CXeon W-3275M9001800270036004500SE +/- 3.00, N = 3SE +/- 22.00, N = 3SE +/- 0.61, N = 3SE +/- 0.39, N = 3SE +/- 5.70, N = 3SE +/- 9.75, N = 3SE +/- 1.01, N = 3SE +/- 3.22, N = 3SE +/- 0.90, N = 3SE +/- 8.91, N = 3SE +/- 2.14, N = 3SE +/- 0.87, N = 3SE +/- 48.27, N = 32238.052252.672064.022063.231893.721320.601295.481899.244426.063985.103716.982530.963852.37MIN: 2230.65MIN: 2229.49MIN: 2062.22MIN: 2061.82MIN: 1871.79MIN: 1274.59MIN: 1272.23MIN: 1888.24MIN: 4423.17MIN: 3970.03MIN: 3705.72MIN: 2512.49MIN: 3728.621. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl
OpenBenchmarking.orgms, Fewer Is BetterMKL-DNN DNNL 1.1Harness: Deconvolution Batch deconv_3d - Data Type: u8s8f322 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 offEPYC 2 7R32Xeon Platinum 8259CLXeon Platinum 8272CLXeon Platinum 8280Xeon Platinum 8375CXeon W-3275M8001600240032004000Min: 2232.39 / Avg: 2238.05 / Max: 2242.59Min: 2230.43 / Avg: 2252.67 / Max: 2296.67Min: 2063.29 / Avg: 2064.02 / Max: 2065.24Min: 2062.46 / Avg: 2063.23 / Max: 2063.65Min: 1885.22 / Avg: 1893.72 / Max: 1904.56Min: 1302.45 / Avg: 1320.6 / Max: 1335.83Min: 1293.5 / Avg: 1295.48 / Max: 1296.79Min: 1893.69 / Avg: 1899.24 / Max: 1904.84Min: 4424.77 / Avg: 4426.06 / Max: 4427.79Min: 3974.42 / Avg: 3985.1 / Max: 4002.79Min: 3713.25 / Avg: 3716.98 / Max: 3720.68Min: 2529.32 / Avg: 2530.96 / Max: 2532.28Min: 3768.03 / Avg: 3852.37 / Max: 3935.211. (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.C2 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 offEPYC 2 7R32Xeon Platinum 8259CLXeon Platinum 8272CLXeon Platinum 8280Xeon Platinum 8375CXeon W-3275M20K40K60K80K100KSE +/- 304.73, N = 3SE +/- 420.94, N = 3SE +/- 229.09, N = 3SE +/- 31.00, N = 3SE +/- 860.82, N = 5SE +/- 1012.46, N = 3SE +/- 131.11, N = 3SE +/- 796.48, N = 3SE +/- 114.90, N = 3SE +/- 23.88, N = 3SE +/- 129.93, N = 3SE +/- 926.87, N = 15SE +/- 40.04, N = 363393.3543490.1566470.5645188.2369175.12111939.6282390.2449330.1533490.0334708.6037089.0550840.7635376.111. (F9X) gfortran options: -O3 -march=native -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi2. 2 x Xeon Platinum 8259CL: Open MPI 3.1.33. 2 x Xeon Platinum 8259CL NUMA off: Open MPI 3.1.34. 2 x Xeon Platinum 8272CL: Open MPI 3.1.35. 2 x Xeon Platinum 8272CL NUMA off: Open MPI 3.1.36. 2 x Xeon Platinum 8280: Open MPI 4.0.3rc47. 2 x Xeon Platinum 8375C: Open MPI 3.1.38. 2 x Xeon Platinum 8375C NUMA off: Open MPI 3.1.39. EPYC 2 7R32: Open MPI 3.1.310. Xeon Platinum 8259CL: Open MPI 3.1.311. Xeon Platinum 8272CL: Open MPI 3.1.312. Xeon Platinum 8280: Open MPI 4.0.3rc413. Xeon Platinum 8375C: Open MPI 3.1.314. Xeon W-3275M: Open MPI 3.1.3
OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: MG.C2 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 offEPYC 2 7R32Xeon Platinum 8259CLXeon Platinum 8272CLXeon Platinum 8280Xeon Platinum 8375CXeon W-3275M20K40K60K80K100KMin: 62936.33 / Avg: 63393.35 / Max: 63971.05Min: 42703.26 / Avg: 43490.15 / Max: 44142.79Min: 66023.54 / Avg: 66470.56 / Max: 66781.12Min: 45133.7 / Avg: 45188.23 / Max: 45241.04Min: 65816.37 / Avg: 69175.12 / Max: 70473.32Min: 109919.02 / Avg: 111939.62 / Max: 113064.39Min: 82211.79 / Avg: 82390.24 / Max: 82645.85Min: 47737.23 / Avg: 49330.15 / Max: 50135.69Min: 33260.27 / Avg: 33490.03 / Max: 33608.13Min: 34680.36 / Avg: 34708.6 / Max: 34756.07Min: 36871.31 / Avg: 37089.05 / Max: 37320.74Min: 46001.1 / Avg: 50840.76 / Max: 54882.71Min: 35296.05 / Avg: 35376.11 / Max: 35417.161. (F9X) gfortran options: -O3 -march=native -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi2. 2 x Xeon Platinum 8259CL: Open MPI 3.1.33. 2 x Xeon Platinum 8259CL NUMA off: Open MPI 3.1.34. 2 x Xeon Platinum 8272CL: Open MPI 3.1.35. 2 x Xeon Platinum 8272CL NUMA off: Open MPI 3.1.36. 2 x Xeon Platinum 8280: Open MPI 4.0.3rc47. 2 x Xeon Platinum 8375C: Open MPI 3.1.38. 2 x Xeon Platinum 8375C NUMA off: Open MPI 3.1.39. EPYC 2 7R32: Open MPI 3.1.310. Xeon Platinum 8259CL: Open MPI 3.1.311. Xeon Platinum 8272CL: Open MPI 3.1.312. Xeon Platinum 8280: Open MPI 4.0.3rc413. Xeon Platinum 8375C: Open MPI 3.1.314. Xeon W-3275M: Open MPI 3.1.3

OSPray

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

OpenBenchmarking.orgFPS, More Is BetterOSPray 1.8.5Demo: NASA Streamlines - Renderer: Path Tracer2 x Xeon Platinum 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 offEPYC 2 7R32Xeon Platinum 8259CLXeon Platinum 8272CLXeon Platinum 8280Xeon Platinum 8375CXeon W-3275M612182430SE +/- 0.000, N = 3SE +/- 0.080, N = 3SE +/- 0.000, N = 12SE +/- 0.101, N = 3SE +/- 0.000, N = 12SE +/- 0.000, N = 12SE +/- 0.000, N = 12SE +/- 0.068, N = 4SE +/- 0.022, N = 3SE +/- 0.000, N = 12SE +/- 0.030, N = 3SE +/- 0.067, N = 3SE +/- 0.006, N = 1215.62515.54017.54017.44018.18027.03027.03016.6008.0909.0909.49014.2208.690MIN: 11.11 / MAX: 15.87MIN: 14.93 / MAX: 15.87MIN: 12.5 / MAX: 17.86MIN: 16.39 / MAX: 17.86MIN: 12.2 / MAX: 18.52MIN: 16.67 / MAX: 27.78MIN: 26.32 / MAX: 27.78MIN: 15.87 / MAX: 16.95MIN: 7.94 / MAX: 8.2MIN: 8.85 / MAX: 9.35MIN: 9.26 / MAX: 9.62MIN: 14.08 / MAX: 14.49MIN: 8.33 / MAX: 9.01
OpenBenchmarking.orgFPS, More Is BetterOSPray 1.8.5Demo: NASA Streamlines - Renderer: Path Tracer2 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 offEPYC 2 7R32Xeon Platinum 8259CLXeon Platinum 8272CLXeon Platinum 8280Xeon Platinum 8375CXeon W-3275M612182430Min: 15.63 / Avg: 15.63 / Max: 15.63Min: 15.38 / Avg: 15.54 / Max: 15.63Min: 17.54 / Avg: 17.54 / Max: 17.54Min: 17.24 / Avg: 17.44 / Max: 17.54Min: 18.18 / Avg: 18.18 / Max: 18.18Min: 27.03 / Avg: 27.03 / Max: 27.03Min: 27.03 / Avg: 27.03 / Max: 27.03Min: 16.39 / Avg: 16.6 / Max: 16.67Min: 8.06 / Avg: 8.09 / Max: 8.13Min: 9.09 / Avg: 9.09 / Max: 9.09Min: 9.43 / Avg: 9.49 / Max: 9.52Min: 14.08 / Avg: 14.22 / Max: 14.29Min: 8.62 / Avg: 8.69 / Max: 8.7

LuxCoreRender

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

OpenBenchmarking.orgM samples/sec, More Is BetterLuxCoreRender 2.3Scene: DLSC2 x Xeon Platinum 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 offEPYC 2 7R32Xeon Platinum 8259CLXeon Platinum 8272CLXeon Platinum 8280Xeon Platinum 8375CXeon W-3275M3691215SE +/- 0.04, N = 3SE +/- 0.03, N = 3SE +/- 0.04, N = 3SE +/- 0.01, N = 3SE +/- 0.09, N = 3SE +/- 0.08, N = 3SE +/- 0.09, N = 3SE +/- 0.10, N = 3SE +/- 0.00, N = 3SE +/- 0.02, N = 3SE +/- 0.00, N = 3SE +/- 0.04, N = 3SE +/- 0.00, N = 35.885.866.996.957.1910.1510.097.283.043.633.795.583.53MIN: 5.75 / MAX: 6.19MIN: 5.7 / MAX: 6.16MIN: 6.72 / MAX: 7.38MIN: 6.73 / MAX: 7.34MIN: 6.83 / MAX: 7.6MIN: 9.9 / MAX: 10.91MIN: 9.82 / MAX: 10.81MIN: 7.01 / MAX: 7.86MIN: 2.93 / MAX: 3.16MIN: 3.44 / MAX: 3.8MIN: 3.65 / MAX: 3.94MIN: 5.31 / MAX: 5.97MIN: 3.46 / MAX: 3.66
OpenBenchmarking.orgM samples/sec, More Is BetterLuxCoreRender 2.3Scene: DLSC2 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 offEPYC 2 7R32Xeon Platinum 8259CLXeon Platinum 8272CLXeon Platinum 8280Xeon Platinum 8375CXeon W-3275M3691215Min: 5.83 / Avg: 5.88 / Max: 5.95Min: 5.8 / Avg: 5.86 / Max: 5.9Min: 6.92 / Avg: 6.99 / Max: 7.06Min: 6.95 / Avg: 6.95 / Max: 6.96Min: 7 / Avg: 7.19 / Max: 7.31Min: 9.99 / Avg: 10.15 / Max: 10.26Min: 9.92 / Avg: 10.09 / Max: 10.25Min: 7.13 / Avg: 7.28 / Max: 7.46Min: 3.03 / Avg: 3.04 / Max: 3.05Min: 3.61 / Avg: 3.63 / Max: 3.67Min: 3.79 / Avg: 3.79 / Max: 3.79Min: 5.5 / Avg: 5.58 / Max: 5.64Min: 3.52 / Avg: 3.53 / Max: 3.53

OSPray

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

OpenBenchmarking.orgFPS, More Is BetterOSPray 1.8.5Demo: XFrog Forest - Renderer: Path Tracer2 x Xeon Platinum 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 offEPYC 2 7R32Xeon Platinum 8259CLXeon Platinum 8272CLXeon Platinum 8280Xeon Platinum 8375CXeon W-3275M3691215SE +/- 0.00, N = 12SE +/- 0.01, N = 6SE +/- 0.01, N = 3SE +/- 0.00, N = 15SE +/- 0.00, N = 12SE +/- 0.02, N = 5SE +/- 0.02, N = 4SE +/- 0.02, N = 3SE +/- 0.00, N = 6SE +/- 0.00, N = 5SE +/- 0.00, N = 4SE +/- 0.00, N = 12SE +/- 0.00, N = 75.715.716.446.416.679.889.885.852.963.333.465.183.17MIN: 5.08 / MAX: 5.78MIN: 5.59 / MAX: 5.75MIN: 5.92 / MAX: 6.49MIN: 6.21 / MAX: 6.45MIN: 5.85 / MAX: 6.76MIN: 7.81 / MAX: 10MIN: 9.71 / MAX: 9.9MIN: 5.65 / MAX: 5.99MIN: 2.92 / MAX: 2.99MIN: 3.3 / MAX: 3.36MIN: 3.41 / MAX: 3.47MIN: 5.13 / MAX: 5.21MIN: 3.09 / MAX: 3.19
OpenBenchmarking.orgFPS, More Is BetterOSPray 1.8.5Demo: XFrog Forest - Renderer: Path Tracer2 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 offEPYC 2 7R32Xeon Platinum 8259CLXeon Platinum 8272CLXeon Platinum 8280Xeon Platinum 8375CXeon W-3275M3691215Min: 5.71 / Avg: 5.71 / Max: 5.71Min: 5.68 / Avg: 5.71 / Max: 5.71Min: 6.41 / Avg: 6.44 / Max: 6.45Min: 6.41 / Avg: 6.41 / Max: 6.41Min: 6.67 / Avg: 6.67 / Max: 6.67Min: 9.8 / Avg: 9.88 / Max: 9.9Min: 9.8 / Avg: 9.88 / Max: 9.9Min: 5.81 / Avg: 5.85 / Max: 5.88Min: 2.96 / Avg: 2.96 / Max: 2.97Min: 3.32 / Avg: 3.33 / Max: 3.33Min: 3.45 / Avg: 3.46 / Max: 3.46Min: 5.18 / Avg: 5.18 / Max: 5.18Min: 3.16 / Avg: 3.17 / Max: 3.17

Blender

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

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.82Blend File: Classroom - Compute: CPU-Only2 x Xeon 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 offEPYC 2 7R32Xeon Platinum 8259CLXeon Platinum 8272CLXeon Platinum 8280Xeon Platinum 8375CXeon W-3275M50100150200250SE +/- 0.06, N = 3SE +/- 0.17, N = 3SE +/- 0.09, N = 3SE +/- 0.33, N = 3SE +/- 0.26, N = 3SE +/- 0.37, N = 3SE +/- 0.90, N = 3SE +/- 0.40, N = 3SE +/- 0.14, N = 3SE +/- 0.37, N = 3SE +/- 0.36, N = 3SE +/- 0.08, N = 3SE +/- 0.32, N = 3124.59124.67109.91109.34100.4775.7374.20101.34246.81215.91198.25136.55213.36
OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.82Blend File: Classroom - Compute: CPU-Only2 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 offEPYC 2 7R32Xeon Platinum 8259CLXeon Platinum 8272CLXeon Platinum 8280Xeon Platinum 8375CXeon W-3275M4080120160200Min: 124.52 / Avg: 124.59 / Max: 124.7Min: 124.44 / Avg: 124.67 / Max: 125.01Min: 109.8 / Avg: 109.91 / Max: 110.09Min: 108.69 / Avg: 109.34 / Max: 109.7Min: 99.99 / Avg: 100.47 / Max: 100.86Min: 75.01 / Avg: 75.73 / Max: 76.2Min: 72.62 / Avg: 74.2 / Max: 75.75Min: 100.56 / Avg: 101.34 / Max: 101.89Min: 246.52 / Avg: 246.81 / Max: 246.97Min: 215.17 / Avg: 215.91 / Max: 216.36Min: 197.81 / Avg: 198.25 / Max: 198.96Min: 136.41 / Avg: 136.55 / Max: 136.69Min: 212.88 / Avg: 213.36 / Max: 213.97

OSPray

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

OpenBenchmarking.orgFPS, More Is BetterOSPray 1.8.5Demo: XFrog Forest - Renderer: SciVis2 x Xeon Platinum 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 offEPYC 2 7R32Xeon Platinum 8259CLXeon Platinum 8272CLXeon Platinum 8280Xeon Platinum 8375CXeon W-3275M48121620SE +/- 0.00, N = 12SE +/- 0.02, N = 7SE +/- 0.00, N = 12SE +/- 0.00, N = 12SE +/- 0.00, N = 12SE +/- 0.00, N = 12SE +/- 0.00, N = 12SE +/- 0.04, N = 3SE +/- 0.00, N = 12SE +/- 0.00, N = 12SE +/- 0.00, N = 3SE +/- 0.03, N = 3SE +/- 0.00, N = 810.4210.3211.6311.6312.0517.8617.8611.035.386.026.259.385.72MIN: 8.2 / MAX: 10.53MIN: 10.1 / MAX: 10.42MIN: 9.8 / MAX: 11.9MIN: 11.11 / MAX: 11.76MIN: 9.71 / MAX: 12.2MIN: 12.5 / MAX: 18.18MIN: 16.95 / MAX: 18.18MIN: 10.75 / MAX: 11.24MIN: 5.29 / MAX: 5.41MIN: 5.95 / MAX: 6.1MIN: 6.13 / MAX: 6.29MIN: 9.26 / MAX: 9.43MIN: 5.56 / MAX: 5.78
OpenBenchmarking.orgFPS, More Is BetterOSPray 1.8.5Demo: XFrog Forest - Renderer: SciVis2 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 offEPYC 2 7R32Xeon Platinum 8259CLXeon Platinum 8272CLXeon Platinum 8280Xeon Platinum 8375CXeon W-3275M510152025Min: 10.42 / Avg: 10.42 / Max: 10.42Min: 10.31 / Avg: 10.32 / Max: 10.42Min: 11.63 / Avg: 11.63 / Max: 11.63Min: 11.63 / Avg: 11.63 / Max: 11.63Min: 12.05 / Avg: 12.05 / Max: 12.05Min: 17.86 / Avg: 17.86 / Max: 17.86Min: 17.86 / Avg: 17.86 / Max: 17.86Min: 10.99 / Avg: 11.03 / Max: 11.11Min: 5.38 / Avg: 5.38 / Max: 5.38Min: 6.02 / Avg: 6.02 / Max: 6.02Min: 6.25 / Avg: 6.25 / Max: 6.25Min: 9.35 / Avg: 9.38 / Max: 9.43Min: 5.71 / Avg: 5.72 / Max: 5.75

LuxCoreRender

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

OpenBenchmarking.orgM samples/sec, More Is BetterLuxCoreRender 2.3Scene: Rainbow Colors and Prism2 x Xeon Platinum 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 offEPYC 2 7R32Xeon Platinum 8259CLXeon Platinum 8272CLXeon Platinum 8280Xeon Platinum 8375CXeon W-3275M3691215SE +/- 0.04, N = 3SE +/- 0.37, N = 15SE +/- 0.03, N = 3SE +/- 0.33, N = 12SE +/- 0.40, N = 15SE +/- 0.09, N = 3SE +/- 0.07, N = 3SE +/- 0.06, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.04, N = 3SE +/- 0.01, N = 3SE +/- 0.03, N = 156.405.527.446.797.1510.9010.918.123.303.924.116.023.79MIN: 5.65 / MAX: 6.54MIN: 2.11 / MAX: 6.54MIN: 6.75 / MAX: 7.63MIN: 3.95 / MAX: 7.68MIN: 2.92 / MAX: 8.11MIN: 9.55 / MAX: 11.14MIN: 8.72 / MAX: 11.1MIN: 7.87 / MAX: 8.3MIN: 3.24 / MAX: 3.33MIN: 3.78 / MAX: 3.98MIN: 3.96 / MAX: 4.16MIN: 5.57 / MAX: 6.15MIN: 3.45 / MAX: 3.89
OpenBenchmarking.orgM samples/sec, More Is BetterLuxCoreRender 2.3Scene: Rainbow Colors and Prism2 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 offEPYC 2 7R32Xeon Platinum 8259CLXeon Platinum 8272CLXeon Platinum 8280Xeon Platinum 8375CXeon W-3275M3691215Min: 6.34 / Avg: 6.4 / Max: 6.47Min: 2.21 / Avg: 5.52 / Max: 6.46Min: 7.4 / Avg: 7.44 / Max: 7.5Min: 4.12 / Avg: 6.79 / Max: 7.53Min: 2.98 / Avg: 7.15 / Max: 7.98Min: 10.75 / Avg: 10.9 / Max: 11.04Min: 10.78 / Avg: 10.91 / Max: 11.03Min: 8 / Avg: 8.12 / Max: 8.18Min: 3.29 / Avg: 3.3 / Max: 3.3Min: 3.91 / Avg: 3.92 / Max: 3.95Min: 4.03 / Avg: 4.11 / Max: 4.16Min: 6 / Avg: 6.02 / Max: 6.03Min: 3.48 / Avg: 3.79 / Max: 3.88

MKL-DNN DNNL

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

OpenBenchmarking.orgms, Fewer Is BetterMKL-DNN DNNL 1.1Harness: IP Batch 1D - Data Type: bf16bf16bf162 x Xeon Platinum 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 8259CLXeon Platinum 8272CLXeon Platinum 8280Xeon Platinum 8375CXeon W-3275M1.28232.56463.84695.12926.4115SE +/- 0.00431, N = 3SE +/- 0.00913, N = 3SE +/- 0.00405, N = 3SE +/- 0.00609, N = 3SE +/- 0.01183, N = 3SE +/- 0.01294, N = 3SE +/- 0.00443, N = 3SE +/- 0.00262, N = 3SE +/- 0.01234, N = 3SE +/- 0.00377, N = 3SE +/- 0.00267, N = 3SE +/- 0.02664, N = 34.489184.464402.890862.853103.659641.739501.742135.699005.596804.831702.419065.56304MIN: 4.31MIN: 4.28MIN: 2.77MIN: 2.7MIN: 3.47MIN: 1.48MIN: 1.5MIN: 5.57MIN: 5.51MIN: 4.76MIN: 2.23MIN: 5.041. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl
OpenBenchmarking.orgms, Fewer Is BetterMKL-DNN DNNL 1.1Harness: IP Batch 1D - Data Type: bf16bf16bf162 x Xeon Platinum 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 8259CLXeon Platinum 8272CLXeon Platinum 8280Xeon Platinum 8375CXeon W-3275M246810Min: 4.48 / Avg: 4.49 / Max: 4.49Min: 4.45 / Avg: 4.46 / Max: 4.48Min: 2.88 / Avg: 2.89 / Max: 2.9Min: 2.84 / Avg: 2.85 / Max: 2.86Min: 3.64 / Avg: 3.66 / Max: 3.68Min: 1.72 / Avg: 1.74 / Max: 1.77Min: 1.74 / Avg: 1.74 / Max: 1.75Min: 5.69 / Avg: 5.7 / Max: 5.7Min: 5.58 / Avg: 5.6 / Max: 5.62Min: 4.82 / Avg: 4.83 / Max: 4.84Min: 2.41 / Avg: 2.42 / Max: 2.42Min: 5.51 / Avg: 5.56 / Max: 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_all - Data Type: f322 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 offEPYC 2 7R32Xeon Platinum 8259CLXeon Platinum 8272CLXeon Platinum 8280Xeon Platinum 8375CXeon W-3275M30060090012001500SE +/- 0.85, N = 3SE +/- 0.88, N = 3SE +/- 10.37, N = 3SE +/- 0.90, N = 3SE +/- 0.39, N = 3SE +/- 1.02, N = 3SE +/- 0.19, N = 3SE +/- 1.29, N = 3SE +/- 0.97, N = 3SE +/- 0.87, N = 3SE +/- 0.33, N = 3SE +/- 0.11, N = 3SE +/- 16.26, N = 5739.16743.70881.09877.21881.78469.43458.491485.471029.241123.681113.54724.601292.62MIN: 731.99MIN: 737.27MIN: 860.45MIN: 867.81MIN: 874.01MIN: 455.81MIN: 452.45MIN: 1462.15MIN: 1023.45MIN: 1108.94MIN: 1108.65MIN: 719.66MIN: 1177.91. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl
OpenBenchmarking.orgms, Fewer Is BetterMKL-DNN DNNL 1.1Harness: Deconvolution Batch deconv_all - Data Type: f322 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 offEPYC 2 7R32Xeon Platinum 8259CLXeon Platinum 8272CLXeon Platinum 8280Xeon Platinum 8375CXeon W-3275M30060090012001500Min: 737.56 / Avg: 739.16 / Max: 740.46Min: 742.16 / Avg: 743.69 / Max: 745.22Min: 870.18 / Avg: 881.09 / Max: 901.81Min: 876.19 / Avg: 877.21 / Max: 879.01Min: 881.02 / Avg: 881.78 / Max: 882.23Min: 468.03 / Avg: 469.43 / Max: 471.42Min: 458.2 / Avg: 458.49 / Max: 458.86Min: 1483.62 / Avg: 1485.47 / Max: 1487.96Min: 1028.01 / Avg: 1029.24 / Max: 1031.16Min: 1122.08 / Avg: 1123.68 / Max: 1125.06Min: 1112.88 / Avg: 1113.54 / Max: 1113.91Min: 724.43 / Avg: 724.6 / Max: 724.8Min: 1264.29 / Avg: 1292.62 / Max: 1344.111. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl

Embree

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

OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 3.6.1Binary: Pathtracer - Model: Crown2 x Xeon Platinum 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 offEPYC 2 7R32Xeon Platinum 8259CLXeon Platinum 8272CLXeon Platinum 8280Xeon Platinum 8375CXeon W-3275M1530456075SE +/- 0.17, N = 3SE +/- 0.15, N = 3SE +/- 0.31, N = 3SE +/- 0.18, N = 3SE +/- 0.09, N = 3SE +/- 0.15, N = 3SE +/- 0.09, N = 3SE +/- 0.08, N = 3SE +/- 0.03, N = 3SE +/- 0.05, N = 3SE +/- 0.04, N = 3SE +/- 0.31, N = 3SE +/- 0.03, N = 338.1238.1043.8243.9945.6169.2669.1447.6521.3825.1226.2837.6324.55MIN: 37.03 / MAX: 39.42MIN: 37.24 / MAX: 39.22MIN: 41.48 / MAX: 45.92MIN: 42.79 / MAX: 45.69MIN: 44.2 / MAX: 47.35MIN: 67.05 / MAX: 73.59MIN: 66.94 / MAX: 73.49MIN: 46.77 / MAX: 49.17MIN: 21.05 / MAX: 21.63MIN: 24.68 / MAX: 25.5MIN: 25.64 / MAX: 26.64MIN: 36.48 / MAX: 39.76MIN: 24.09 / MAX: 24.98
OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 3.6.1Binary: Pathtracer - Model: Crown2 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 offEPYC 2 7R32Xeon Platinum 8259CLXeon Platinum 8272CLXeon Platinum 8280Xeon Platinum 8375CXeon W-3275M1326395265Min: 37.84 / Avg: 38.12 / Max: 38.43Min: 37.93 / Avg: 38.1 / Max: 38.41Min: 43.33 / Avg: 43.82 / Max: 44.4Min: 43.78 / Avg: 43.99 / Max: 44.34Min: 45.43 / Avg: 45.61 / Max: 45.73Min: 69 / Avg: 69.26 / Max: 69.52Min: 69.02 / Avg: 69.14 / Max: 69.31Min: 47.51 / Avg: 47.65 / Max: 47.79Min: 21.33 / Avg: 21.38 / Max: 21.42Min: 25.05 / Avg: 25.12 / Max: 25.21Min: 26.21 / Avg: 26.28 / Max: 26.34Min: 37.05 / Avg: 37.63 / Max: 38.07Min: 24.5 / Avg: 24.55 / Max: 24.59

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: SciVis2 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 offEPYC 2 7R32Xeon Platinum 8259CLXeon Platinum 8272CLXeon Platinum 8280Xeon Platinum 8375CXeon W-3275M306090120150SE +/- 0.00, N = 12SE +/- 0.00, N = 12SE +/- 0.00, N = 13SE +/- 0.00, N = 13SE +/- 0.00, N = 13SE +/- 1.62, N = 15SE +/- 2.25, N = 15SE +/- 0.00, N = 12SE +/- 0.00, N = 12SE +/- 0.00, N = 12SE +/- 0.00, N = 12SE +/- 0.00, N = 376.9276.9290.9190.9190.91140.48136.9076.9243.4847.6250.0071.4345.45MIN: 27.78 / MAX: 83.33MIN: 71.43 / MAX: 83.33MIN: 28.57MIN: 71.43MIN: 29.41MIN: 34.48 / MAX: 142.86MIN: 66.67 / MAX: 142.86MIN: 71.43 / MAX: 83.33MIN: 37.04MIN: 41.67 / MAX: 50MIN: 43.48MIN: 62.5 / MAX: 76.92MIN: 43.48 / MAX: 47.62
OpenBenchmarking.orgFPS, More Is BetterOSPray 1.8.5Demo: NASA Streamlines - Renderer: SciVis2 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 offEPYC 2 7R32Xeon Platinum 8259CLXeon Platinum 8272CLXeon Platinum 8280Xeon Platinum 8375CXeon W-3275M306090120150Min: 76.92 / Avg: 76.92 / Max: 76.92Min: 76.92 / Avg: 76.92 / Max: 76.92Min: 90.91 / Avg: 90.91 / Max: 90.91Min: 90.91 / Avg: 90.91 / Max: 90.91Min: 90.91 / Avg: 90.91 / Max: 90.91Min: 125 / Avg: 140.48 / Max: 142.86Min: 125 / Avg: 136.9 / Max: 142.86Min: 76.92 / Avg: 76.92 / Max: 76.92Min: 43.48 / Avg: 43.48 / Max: 43.48Min: 47.62 / Avg: 47.62 / Max: 47.62Min: 71.43 / Avg: 71.43 / Max: 71.43Min: 45.45 / Avg: 45.45 / Max: 45.45

Embree

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

OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 3.6.1Binary: Pathtracer ISPC - Model: Crown2 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 offEPYC 2 7R32Xeon Platinum 8259CLXeon Platinum 8272CLXeon Platinum 8280Xeon Platinum 8375CXeon W-3275M20406080100SE +/- 0.38, N = 3SE +/- 0.05, N = 3SE +/- 0.46, N = 3SE +/- 0.63, N = 5SE +/- 0.05, N = 3SE +/- 0.06, N = 3SE +/- 0.06, N = 3SE +/- 0.08, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.02, N = 3SE +/- 0.04, N = 346.1846.4251.2050.9553.2378.6378.5545.1924.7327.7828.7742.6026.40MIN: 42.99 / MAX: 47.93MIN: 45.24 / MAX: 47.89MIN: 47.31 / MAX: 53.67MIN: 45.23 / MAX: 53.81MIN: 51.36 / MAX: 55.83MIN: 75.59 / MAX: 83.02MIN: 75.52 / MAX: 82.95MIN: 44.15 / MAX: 46.52MIN: 24.4 / MAX: 25.05MIN: 27.34 / MAX: 28.17MIN: 28.26 / MAX: 29.24MIN: 41.98 / MAX: 43.65MIN: 25.71 / MAX: 26.95
OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 3.6.1Binary: Pathtracer ISPC - Model: Crown2 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 offEPYC 2 7R32Xeon Platinum 8259CLXeon Platinum 8272CLXeon Platinum 8280Xeon Platinum 8375CXeon W-3275M1530456075Min: 45.41 / Avg: 46.18 / Max: 46.62Min: 46.34 / Avg: 46.42 / Max: 46.51Min: 50.27 / Avg: 51.2 / Max: 51.68Min: 48.44 / Avg: 50.95 / Max: 51.63Min: 53.18 / Avg: 53.23 / Max: 53.32Min: 78.53 / Avg: 78.63 / Max: 78.73Min: 78.44 / Avg: 78.55 / Max: 78.64Min: 45.07 / Avg: 45.19 / Max: 45.32Min: 24.71 / Avg: 24.73 / Max: 24.76Min: 27.76 / Avg: 27.78 / Max: 27.8Min: 28.75 / Avg: 28.77 / Max: 28.8Min: 42.55 / Avg: 42.6 / Max: 42.63Min: 26.36 / Avg: 26.4 / Max: 26.48

OSPray

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

OpenBenchmarking.orgFPS, More Is BetterOSPray 1.8.5Demo: San Miguel - Renderer: Path Tracer2 x Xeon Platinum 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 offEPYC 2 7R32Xeon Platinum 8259CLXeon Platinum 8272CLXeon Platinum 8280Xeon Platinum 8375CXeon W-3275M3691215SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 12SE +/- 0.01, N = 5SE +/- 0.00, N = 12SE +/- 0.00, N = 12SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 5SE +/- 0.00, N = 125.585.546.256.216.539.529.524.733.003.363.525.163.25MIN: 4.61 / MAX: 5.62MIN: 5.49 / MAX: 5.59MIN: 5.13 / MAX: 6.29MIN: 6.06 / MAX: 6.25MIN: 5.18 / MAX: 6.58MIN: 7.69 / MAX: 9.62MIN: 9.43 / MAX: 9.62MIN: 4.69 / MAX: 4.78MIN: 2.99 / MAX: 3.01MIN: 3.34 / MAX: 3.39MIN: 3.48 / MAX: 3.53MIN: 5.13 / MAX: 5.21MIN: 3.16 / MAX: 3.28
OpenBenchmarking.orgFPS, More Is BetterOSPray 1.8.5Demo: San Miguel - Renderer: Path Tracer2 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 offEPYC 2 7R32Xeon Platinum 8259CLXeon Platinum 8272CLXeon Platinum 8280Xeon Platinum 8375CXeon W-3275M3691215Min: 5.56 / Avg: 5.58 / Max: 5.59Min: 5.52 / Avg: 5.54 / Max: 5.56Min: 6.25 / Avg: 6.25 / Max: 6.25Min: 6.21 / Avg: 6.21 / Max: 6.21Min: 6.49 / Avg: 6.53 / Max: 6.54Min: 9.52 / Avg: 9.52 / Max: 9.52Min: 9.52 / Avg: 9.52 / Max: 9.52Min: 4.72 / Avg: 4.73 / Max: 4.74Min: 2.99 / Avg: 3 / Max: 3Min: 3.36 / Avg: 3.36 / Max: 3.37Min: 3.51 / Avg: 3.52 / Max: 3.52Min: 5.15 / Avg: 5.16 / Max: 5.18Min: 3.25 / Avg: 3.25 / Max: 3.26

John The Ripper

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

OpenBenchmarking.orgReal C/S, More Is BetterJohn The Ripper 1.9.0-jumbo-1Test: MD52 x Xeon Platinum 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 offEPYC 2 7R32Xeon Platinum 8259CLXeon Platinum 8272CLXeon Platinum 8280Xeon Platinum 8375CXeon W-3275M2M4M6M8M10MSE +/- 41921.89, N = 3SE +/- 11259.56, N = 3SE +/- 32186.95, N = 3SE +/- 27545.92, N = 3SE +/- 67263.16, N = 3SE +/- 103333.33, N = 3SE +/- 29179.52, N = 3SE +/- 30550.50, N = 3SE +/- 9073.77, N = 3SE +/- 34226.37, N = 3SE +/- 14468.36, N = 3SE +/- 1855.92, N = 3SE +/- 14294.52, N = 36554667660833371500007102667788000010497333107143333972000338400037276674090000571433336540001. (CC) gcc options: -m64 -lssl -lcrypto -fopenmp -lgmp -pthread -lm -lz -ldl -lcrypt -lbz2
OpenBenchmarking.orgReal C/S, More Is BetterJohn The Ripper 1.9.0-jumbo-1Test: MD52 x Xeon Platinum 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 offEPYC 2 7R32Xeon Platinum 8259CLXeon Platinum 8272CLXeon Platinum 8280Xeon Platinum 8375CXeon W-3275M2M4M6M8M10MMin: 6505000 / Avg: 6554666.67 / Max: 6638000Min: 6589000 / Avg: 6608333.33 / Max: 6628000Min: 7104000 / Avg: 7150000 / Max: 7212000Min: 7050000 / Avg: 7102666.67 / Max: 7143000Min: 7749000 / Avg: 7880000 / Max: 7972000Min: 10344000 / Avg: 10497333.33 / Max: 10694000Min: 10656000 / Avg: 10714333.33 / Max: 10745000Min: 3932000 / Avg: 3972000 / Max: 4032000Min: 3367000 / Avg: 3384000 / Max: 3398000Min: 3690000 / Avg: 3727666.67 / Max: 3796000Min: 4066000 / Avg: 4090000 / Max: 4116000Min: 5712000 / Avg: 5714333.33 / Max: 5718000Min: 3626000 / Avg: 3654000 / Max: 36730001. (CC) gcc options: -m64 -lssl -lcrypto -fopenmp -lgmp -pthread -lm -lz -ldl -lcrypt -lbz2

MKL-DNN DNNL

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

OpenBenchmarking.orgms, Fewer Is BetterMKL-DNN DNNL 1.1Harness: Convolution Batch conv_alexnet - Data Type: bf16bf16bf162 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 8259CLXeon Platinum 8272CLXeon Platinum 8280Xeon Platinum 8375CXeon W-3275M2004006008001000SE +/- 0.23, N = 3SE +/- 0.11, N = 3SE +/- 5.80, N = 3SE +/- 0.18, N = 3SE +/- 0.06, N = 3SE +/- 2.55, N = 3SE +/- 2.42, N = 3SE +/- 0.41, N = 3SE +/- 0.16, N = 3SE +/- 0.07, N = 3SE +/- 5.46, N = 3SE +/- 1.04, N = 3399.30399.31337.88332.32320.06252.41251.83796.75662.76637.37500.12702.07MIN: 398.05MIN: 398.47MIN: 331.31MIN: 331.59MIN: 319.23MIN: 247.48MIN: 247.18MIN: 795.52MIN: 661.35MIN: 636.97MIN: 493.61MIN: 687.861. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl
OpenBenchmarking.orgms, Fewer Is BetterMKL-DNN DNNL 1.1Harness: Convolution Batch conv_alexnet - Data Type: bf16bf16bf162 x Xeon Platinum 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 8259CLXeon Platinum 8272CLXeon Platinum 8280Xeon Platinum 8375CXeon W-3275M140280420560700Min: 398.86 / Avg: 399.3 / Max: 399.65Min: 399.14 / Avg: 399.31 / Max: 399.5Min: 331.98 / Avg: 337.88 / Max: 349.49Min: 331.97 / Avg: 332.32 / Max: 332.5Min: 319.97 / Avg: 320.06 / Max: 320.18Min: 249.69 / Avg: 252.41 / Max: 257.51Min: 249.29 / Avg: 251.83 / Max: 256.67Min: 796.13 / Avg: 796.75 / Max: 797.53Min: 662.51 / Avg: 662.76 / Max: 663.06Min: 637.27 / Avg: 637.37 / Max: 637.49Min: 494.64 / Avg: 500.12 / Max: 511.04Min: 700.45 / Avg: 702.07 / Max: 704.021. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl

OpenBenchmarking.orgms, Fewer Is BetterMKL-DNN DNNL 1.1Harness: Convolution Batch conv_all - Data Type: bf16bf16bf162 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 8259CLXeon Platinum 8272CLXeon Platinum 8280Xeon Platinum 8375CXeon W-3275M9001800270036004500SE +/- 0.11, N = 3SE +/- 0.30, N = 3SE +/- 5.10, N = 3SE +/- 1.52, N = 3SE +/- 1.13, N = 3SE +/- 4.43, N = 3SE +/- 1.02, N = 3SE +/- 0.11, N = 3SE +/- 0.18, N = 3SE +/- 0.26, N = 3SE +/- 0.18, N = 3SE +/- 0.11, N = 32197.812198.181844.781842.971766.351421.841381.174364.003639.273497.472712.073880.44MIN: 2191.04MIN: 2191.82MIN: 1827.01MIN: 1827.15MIN: 1757.1MIN: 1364.34MIN: 1361.11MIN: 4358.26MIN: 3627.59MIN: 3490.41MIN: 2707.4MIN: 37671. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl
OpenBenchmarking.orgms, Fewer Is BetterMKL-DNN DNNL 1.1Harness: Convolution Batch conv_all - Data Type: bf16bf16bf162 x Xeon Platinum 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 8259CLXeon Platinum 8272CLXeon Platinum 8280Xeon Platinum 8375CXeon W-3275M8001600240032004000Min: 2197.6 / Avg: 2197.81 / Max: 2197.95Min: 2197.76 / Avg: 2198.18 / Max: 2198.75Min: 1839.41 / Avg: 1844.78 / Max: 1854.97Min: 1840.24 / Avg: 1842.97 / Max: 1845.48Min: 1765.16 / Avg: 1766.35 / Max: 1768.6Min: 1412.99 / Avg: 1421.84 / Max: 1426.44Min: 1380.05 / Avg: 1381.17 / Max: 1383.2Min: 4363.83 / Avg: 4364 / Max: 4364.2Min: 3639.01 / Avg: 3639.27 / Max: 3639.62Min: 3497.1 / Avg: 3497.47 / Max: 3497.97Min: 2711.8 / Avg: 2712.07 / Max: 2712.4Min: 3880.24 / Avg: 3880.44 / Max: 3880.61. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl

John The Ripper

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

OpenBenchmarking.orgReal C/S, More Is BetterJohn The Ripper 1.9.0-jumbo-1Test: Blowfish2 x Xeon 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 offEPYC 2 7R32Xeon Platinum 8259CLXeon Platinum 8272CLXeon Platinum 8280Xeon Platinum 8375CXeon W-3275M20K40K60K80K100KSE +/- 107.83, N = 3SE +/- 24.01, N = 3SE +/- 355.34, N = 3SE +/- 275.51, N = 3SE +/- 700.53, N = 3SE +/- 1536.33, N = 3SE +/- 33.58, N = 3SE +/- 203.51, N = 3SE +/- 8.37, N = 3SE +/- 233.27, N = 3SE +/- 99.39, N = 3SE +/- 56.93, N = 3SE +/- 149.28, N = 370888709557830178420840841099781118476647535599396044286456326403261. (CC) gcc options: -m64 -lssl -lcrypto -fopenmp -lgmp -pthread -lm -lz -ldl -lcrypt -lbz2
OpenBenchmarking.orgReal C/S, More Is BetterJohn The Ripper 1.9.0-jumbo-1Test: Blowfish2 x Xeon Platinum 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 offEPYC 2 7R32Xeon Platinum 8259CLXeon Platinum 8272CLXeon Platinum 8280Xeon Platinum 8375CXeon W-3275M20K40K60K80K100KMin: 70675 / Avg: 70887.67 / Max: 71025Min: 70910 / Avg: 70955 / Max: 70992Min: 77594 / Avg: 78301 / Max: 78717Min: 77880 / Avg: 78420.33 / Max: 78784Min: 82930 / Avg: 84083.67 / Max: 85349Min: 106905 / Avg: 109977.67 / Max: 111514Min: 111783 / Avg: 111846.67 / Max: 111897Min: 66240 / Avg: 66474.67 / Max: 66880Min: 35584 / Avg: 35598.67 / Max: 35613Min: 39252 / Avg: 39603.67 / Max: 40045Min: 42674 / Avg: 42863.67 / Max: 43010Min: 56217 / Avg: 56326 / Max: 56409Min: 40071 / Avg: 40326.33 / Max: 405881. (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-Only2 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 offEPYC 2 7R32Xeon Platinum 8259CLXeon Platinum 8272CLXeon Platinum 8280Xeon Platinum 8375CXeon W-3275M70140210280350SE +/- 0.05, N = 3SE +/- 0.13, N = 3SE +/- 0.50, N = 3SE +/- 0.25, N = 3SE +/- 0.26, N = 3SE +/- 0.71, N = 3SE +/- 0.80, N = 3SE +/- 0.51, N = 3SE +/- 0.07, N = 3SE +/- 0.31, N = 3SE +/- 0.05, N = 3SE +/- 0.06, N = 3SE +/- 0.73, N = 3158.13157.99143.31142.81129.01100.5199.21132.04305.20271.68246.31177.57265.41
OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.82Blend File: Pabellon Barcelona - Compute: CPU-Only2 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 offEPYC 2 7R32Xeon Platinum 8259CLXeon Platinum 8272CLXeon Platinum 8280Xeon Platinum 8375CXeon W-3275M50100150200250Min: 158.04 / Avg: 158.13 / Max: 158.22Min: 157.74 / Avg: 157.99 / Max: 158.16Min: 142.74 / Avg: 143.31 / Max: 144.3Min: 142.48 / Avg: 142.81 / Max: 143.3Min: 128.65 / Avg: 129.01 / Max: 129.51Min: 99.09 / Avg: 100.51 / Max: 101.26Min: 97.61 / Avg: 99.21 / Max: 100.04Min: 131.01 / Avg: 132.04 / Max: 132.59Min: 305.11 / Avg: 305.2 / Max: 305.33Min: 271.06 / Avg: 271.68 / Max: 272.05Min: 246.23 / Avg: 246.31 / Max: 246.39Min: 177.48 / Avg: 177.57 / Max: 177.67Min: 264.01 / Avg: 265.41 / Max: 266.46

MKL-DNN DNNL

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

OpenBenchmarking.orgms, Fewer Is BetterMKL-DNN DNNL 1.1Harness: Convolution Batch conv_googlenet_v3 - Data Type: bf16bf16bf162 x Xeon Platinum 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 8259CLXeon Platinum 8272CLXeon Platinum 8280Xeon Platinum 8375CXeon W-3275M50100150200250SE +/- 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 +/- 0.02, N = 3SE +/- 0.07, N = 3SE +/- 0.03, N = 3SE +/- 0.07, N = 3SE +/- 0.20, N = 3106.89106.7190.4090.2686.5471.0167.97207.91173.38166.98129.60188.61MIN: 105.9MIN: 105.9MIN: 88.8MIN: 88.8MIN: 85.56MIN: 65.42MIN: 65.18MIN: 207.27MIN: 171.91MIN: 166.21MIN: 129.23MIN: 178.561. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl
OpenBenchmarking.orgms, Fewer Is BetterMKL-DNN DNNL 1.1Harness: Convolution Batch conv_googlenet_v3 - Data Type: bf16bf16bf162 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 8259CLXeon Platinum 8272CLXeon Platinum 8280Xeon Platinum 8375CXeon W-3275M4080120160200Min: 106.88 / Avg: 106.89 / Max: 106.91Min: 106.67 / Avg: 106.71 / Max: 106.76Min: 90.25 / Avg: 90.4 / Max: 90.52Min: 90.08 / Avg: 90.26 / Max: 90.36Min: 86.53 / Avg: 86.54 / Max: 86.55Min: 70.51 / Avg: 71.01 / Max: 71.33Min: 67.4 / Avg: 67.97 / Max: 68.36Min: 207.88 / Avg: 207.91 / Max: 207.95Min: 173.25 / Avg: 173.38 / Max: 173.48Min: 166.94 / Avg: 166.98 / Max: 167.04Min: 129.5 / Avg: 129.6 / Max: 129.74Min: 188.22 / Avg: 188.61 / Max: 188.811. (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: SciVis2 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 offEPYC 2 7R32Xeon Platinum 8259CLXeon Platinum 8272CLXeon Platinum 8280Xeon Platinum 8375CXeon W-3275M20406080100SE +/- 0.00, N = 3SE +/- 0.92, N = 4SE +/- 0.00, N = 12SE +/- 0.00, N = 12SE +/- 0.62, N = 15SE +/- 0.76, N = 12SE +/- 0.00, N = 12SE +/- 0.36, N = 3SE +/- 0.00, N = 12SE +/- 0.00, N = 12SE +/- 0.72, N = 5SE +/- 0.00, N = 1262.5061.5866.6766.6769.52100.0099.2458.8232.9737.0438.4654.3934.48MIN: 35.71MIN: 55.56 / MAX: 62.5MIN: 38.46 / MAX: 71.43MIN: 55.56 / MAX: 71.43MIN: 37.04 / MAX: 71.43MIN: 55.56MIN: 71.43 / MAX: 100MIN: 52.63 / MAX: 62.5MIN: 32.26 / MAX: 33.33MIN: 34.48MIN: 37.04MIN: 52.63 / MAX: 55.56MIN: 30.3 / MAX: 35.71
OpenBenchmarking.orgFPS, More Is BetterOSPray 1.8.5Demo: San Miguel - Renderer: SciVis2 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 offEPYC 2 7R32Xeon Platinum 8259CLXeon Platinum 8272CLXeon Platinum 8280Xeon Platinum 8375CXeon W-3275M20406080100Min: 62.5 / Avg: 62.5 / Max: 62.5Min: 58.82 / Avg: 61.58 / Max: 62.5Min: 66.67 / Avg: 66.67 / Max: 66.67Min: 66.67 / Avg: 66.67 / Max: 66.67Min: 66.67 / Avg: 69.52 / Max: 71.43Min: 90.91 / Avg: 99.24 / Max: 100Min: 58.82 / Avg: 58.82 / Max: 58.82Min: 32.26 / Avg: 32.97 / Max: 33.33Min: 37.04 / Avg: 37.04 / Max: 37.04Min: 38.46 / Avg: 38.46 / Max: 38.46Min: 52.63 / Avg: 54.39 / Max: 55.56Min: 34.48 / Avg: 34.48 / Max: 34.48

MKL-DNN DNNL

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

OpenBenchmarking.orgms, Fewer Is BetterMKL-DNN DNNL 1.1Harness: Convolution Batch conv_3d - Data Type: bf16bf16bf162 x Xeon Platinum 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 8259CLXeon Platinum 8272CLXeon Platinum 8280Xeon Platinum 8375CXeon W-3275M48121620SE +/- 0.00172, N = 3SE +/- 0.00811, N = 3SE +/- 0.01148, N = 3SE +/- 0.00581, N = 3SE +/- 0.00328, N = 3SE +/- 0.05559, N = 3SE +/- 0.00440, N = 3SE +/- 0.00403, N = 3SE +/- 0.00634, N = 3SE +/- 0.00390, N = 3SE +/- 0.00609, N = 3SE +/- 0.24390, N = 49.206659.187517.675177.655617.929125.812435.7196317.3217014.0747014.0780010.7508016.59060MIN: 9.04MIN: 9.03MIN: 7.54MIN: 7.54MIN: 7.75MIN: 5.59MIN: 5.59MIN: 17.21MIN: 13.94MIN: 13.95MIN: 10.65MIN: 14.981. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl
OpenBenchmarking.orgms, Fewer Is BetterMKL-DNN DNNL 1.1Harness: Convolution Batch conv_3d - Data Type: bf16bf16bf162 x Xeon Platinum 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 8259CLXeon Platinum 8272CLXeon Platinum 8280Xeon Platinum 8375CXeon W-3275M48121620Min: 9.2 / Avg: 9.21 / Max: 9.21Min: 9.17 / Avg: 9.19 / Max: 9.2Min: 7.65 / Avg: 7.68 / Max: 7.69Min: 7.65 / Avg: 7.66 / Max: 7.67Min: 7.92 / Avg: 7.93 / Max: 7.93Min: 5.72 / Avg: 5.81 / Max: 5.91Min: 5.71 / Avg: 5.72 / Max: 5.73Min: 17.31 / Avg: 17.32 / Max: 17.33Min: 14.06 / Avg: 14.07 / Max: 14.08Min: 14.07 / Avg: 14.08 / Max: 14.08Min: 10.74 / Avg: 10.75 / Max: 10.76Min: 16.33 / Avg: 16.59 / Max: 17.321. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl

Chaos Group V-RAY

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

OpenBenchmarking.orgKsamples, More Is BetterChaos Group V-RAY 4.10.07Mode: CPU2 x Xeon Platinum 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 offEPYC 2 7R32Xeon Platinum 8259CLXeon Platinum 8272CLXeon Platinum 8280Xeon Platinum 8375CXeon W-3275M20K40K60K80K100KSE +/- 332.60, N = 3SE +/- 48.95, N = 3SE +/- 584.43, N = 3SE +/- 219.47, N = 3SE +/- 474.70, N = 3SE +/- 771.09, N = 3SE +/- 778.30, N = 3SE +/- 183.86, N = 3SE +/- 88.49, N = 3SE +/- 15.25, N = 3SE +/- 306.00, N = 3SE +/- 481.50, N = 7SE +/- 401.71, N = 351803530516137862175643318738887937628972906133947347104476033014
OpenBenchmarking.orgKsamples, More Is BetterChaos Group V-RAY 4.10.07Mode: CPU2 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 offEPYC 2 7R32Xeon Platinum 8259CLXeon Platinum 8272CLXeon Platinum 8280Xeon Platinum 8375CXeon W-3275M15K30K45K60K75KMin: 51196 / Avg: 51803.33 / Max: 52342Min: 52978 / Avg: 53051 / Max: 53144Min: 60526 / Avg: 61378 / Max: 62497Min: 61842 / Avg: 62174.67 / Max: 62589Min: 63402 / Avg: 64331 / Max: 64965Min: 85988 / Avg: 87388.33 / Max: 88648Min: 86567 / Avg: 87936.67 / Max: 89262Min: 62555 / Avg: 62897 / Max: 63185Min: 28964 / Avg: 29061.33 / Max: 29238Min: 33924 / Avg: 33947.33 / Max: 33976Min: 34178 / Avg: 34710 / Max: 35238Min: 43305 / Avg: 44759.86 / Max: 46731Min: 32367 / Avg: 33014 / Max: 33750

Embree

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

OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 3.6.1Binary: Pathtracer - Model: Asian Dragon2 x Xeon Platinum 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 offEPYC 2 7R32Xeon Platinum 8259CLXeon Platinum 8272CLXeon Platinum 8280Xeon Platinum 8375CXeon W-3275M20406080100SE +/- 0.38, N = 3SE +/- 0.08, N = 3SE +/- 0.27, N = 3SE +/- 0.14, N = 3SE +/- 0.16, N = 3SE +/- 0.12, N = 3SE +/- 0.40, N = 3SE +/- 0.06, N = 3SE +/- 0.05, N = 3SE +/- 0.05, N = 3SE +/- 0.04, N = 3SE +/- 0.08, N = 3SE +/- 0.05, N = 346.7946.9154.2054.2057.4978.7778.5452.9526.0630.5732.2544.3130.11MIN: 44.43 / MAX: 47.97MIN: 46.17 / MAX: 47.87MIN: 52.81 / MAX: 55.78MIN: 53.05 / MAX: 55.48MIN: 55.98 / MAX: 58.87MIN: 75.79 / MAX: 82.75MIN: 73.71 / MAX: 82.39MIN: 52.3 / MAX: 53.84MIN: 25.85 / MAX: 26.28MIN: 30.32 / MAX: 30.89MIN: 32 / MAX: 32.54MIN: 43.55 / MAX: 45.94MIN: 29.8 / MAX: 30.54
OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 3.6.1Binary: Pathtracer - Model: Asian Dragon2 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 offEPYC 2 7R32Xeon Platinum 8259CLXeon Platinum 8272CLXeon Platinum 8280Xeon Platinum 8375CXeon W-3275M1530456075Min: 46.05 / Avg: 46.79 / Max: 47.28Min: 46.78 / Avg: 46.91 / Max: 47.06Min: 53.67 / Avg: 54.2 / Max: 54.57Min: 53.94 / Avg: 54.2 / Max: 54.39Min: 57.18 / Avg: 57.49 / Max: 57.73Min: 78.56 / Avg: 78.77 / Max: 78.97Min: 77.75 / Avg: 78.54 / Max: 78.98Min: 52.84 / Avg: 52.95 / Max: 53.04Min: 25.96 / Avg: 26.06 / Max: 26.12Min: 30.49 / Avg: 30.57 / Max: 30.64Min: 32.19 / Avg: 32.25 / Max: 32.33Min: 44.15 / Avg: 44.31 / Max: 44.4Min: 30.04 / Avg: 30.11 / Max: 30.2

Intel MPI Benchmarks

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

OpenBenchmarking.orgAverage Msg/sec, More Is BetterIntel MPI Benchmarks 2019.3Test: IMB-P2P PingPong2 x Xeon Platinum 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 offEPYC 2 7R32Xeon Platinum 8259CLXeon Platinum 8272CLXeon Platinum 8280Xeon Platinum 8375CXeon W-3275M11M22M33M44M55MSE +/- 80057.86, N = 3SE +/- 105849.64, N = 3SE +/- 90521.14, N = 3SE +/- 199886.33, N = 3SE +/- 66348.18, N = 3SE +/- 285425.17, N = 3SE +/- 568664.40, N = 3SE +/- 40509.97, N = 3SE +/- 30074.61, N = 3SE +/- 60171.59, N = 3SE +/- 33688.94, N = 3SE +/- 216886.06, N = 3SE +/- 59477.15, N = 331988149.2532444647.4336807805.9336872935.1431821690.5550148418.0049151696.0620348261.0316759832.2619096342.6516653864.7724658155.9620246604.62MIN: 9163 / MAX: 84595469MIN: 5770 / MAX: 85492119MIN: 9236 / MAX: 94667517MIN: 5799 / MAX: 95284327MIN: 9950 / MAX: 90956260MIN: 12462 / MAX: 134417572MIN: 9132 / MAX: 132488506MIN: 6272 / MAX: 47546902MIN: 4962 / MAX: 43240261MIN: 4992 / MAX: 49169237MIN: 5455 / MAX: 45833330MIN: 6906 / MAX: 64523629MIN: 5167 / MAX: 521083361. (CXX) g++ options: -O0 -pedantic -fopenmp -pthread -lmpi_cxx -lmpi
OpenBenchmarking.orgAverage Msg/sec, More Is BetterIntel MPI Benchmarks 2019.3Test: IMB-P2P PingPong2 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 offEPYC 2 7R32Xeon Platinum 8259CLXeon Platinum 8272CLXeon Platinum 8280Xeon Platinum 8375CXeon W-3275M9M18M27M36M45MMin: 31874237.74 / Avg: 31988149.25 / Max: 32142551.96Min: 32299174.48 / Avg: 32444647.43 / Max: 32650577.96Min: 36686811.87 / Avg: 36807805.93 / Max: 36984932.96Min: 36475997.22 / Avg: 36872935.14 / Max: 37112560.43Min: 31689288.78 / Avg: 31821690.55 / Max: 31895544.61Min: 49677803.22 / Avg: 50148418 / Max: 50663535.83Min: 48069858.17 / Avg: 49151696.06 / Max: 49996519.09Min: 20267510.13 / Avg: 20348261.03 / Max: 20394349.91Min: 16699690.26 / Avg: 16759832.26 / Max: 16790710.26Min: 18986485.65 / Avg: 19096342.65 / Max: 19193820.43Min: 16603340.48 / Avg: 16653864.77 / Max: 16717731.39Min: 24374201.17 / Avg: 24658155.96 / Max: 25084115.65Min: 20138852.35 / Avg: 20246604.62 / Max: 20344123.391. (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: SciVis2 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 offEPYC 2 7R32Xeon Platinum 8259CLXeon Platinum 8272CLXeon Platinum 8280Xeon Platinum 8375CXeon W-3275M20406080100SE +/- 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 = 15SE +/- 0.00, N = 12SE +/- 0.60, N = 3SE +/- 0.00, N = 362.5062.5071.4371.4371.43108.33111.1140.0037.0440.0042.8762.5040.00MIN: 18.52 / MAX: 66.67MIN: 58.82 / MAX: 66.67MIN: 19.23MIN: 58.82MIN: 15.87 / MAX: 76.92MIN: 22.22 / MAX: 111.11MIN: 76.92MIN: 38.46 / MAX: 41.67MIN: 33.33MIN: 34.48 / MAX: 41.67MIN: 38.46 / MAX: 43.48MIN: 58.82 / MAX: 66.67MIN: 37.04
OpenBenchmarking.orgFPS, More Is BetterOSPray 1.8.5Demo: Magnetic Reconnection - Renderer: SciVis2 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 offEPYC 2 7R32Xeon Platinum 8259CLXeon Platinum 8272CLXeon Platinum 8280Xeon Platinum 8375CXeon W-3275M20406080100Min: 62.5 / Avg: 62.5 / Max: 62.5Min: 62.5 / Avg: 62.5 / Max: 62.5Min: 71.43 / Avg: 71.43 / Max: 71.43Min: 71.43 / Avg: 71.43 / Max: 71.43Min: 71.43 / Avg: 71.43 / Max: 71.43Min: 100 / Avg: 108.33 / Max: 111.11Min: 111.11 / Avg: 111.11 / Max: 111.11Min: 37.04 / Avg: 37.04 / Max: 37.04Min: 41.67 / Avg: 42.87 / Max: 43.48Min: 62.5 / Avg: 62.5 / Max: 62.5

MKL-DNN DNNL

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

OpenBenchmarking.orgms, Fewer Is BetterMKL-DNN DNNL 1.1Harness: Convolution Batch conv_3d - Data Type: u8s8f322 x Xeon Platinum 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 offEPYC 2 7R32Xeon Platinum 8259CLXeon Platinum 8272CLXeon Platinum 8280Xeon Platinum 8375CXeon W-3275M15003000450060007500SE +/- 7.22, N = 3SE +/- 11.90, N = 3SE +/- 15.22, N = 3SE +/- 16.05, N = 3SE +/- 7.97, N = 3SE +/- 7.16, N = 3SE +/- 10.36, N = 3SE +/- 25.92, N = 3SE +/- 5.52, N = 3SE +/- 14.11, N = 3SE +/- 11.11, N = 3SE +/- 1.23, N = 3SE +/- 41.02, N = 33551.383548.603271.403243.003005.482540.742382.113076.767095.626437.605919.944454.226183.11MIN: 3527.13MIN: 3529.41MIN: 3209.1MIN: 3183.9MIN: 2934.55MIN: 2390.74MIN: 2282.91MIN: 3011.81MIN: 7085.95MIN: 6341.76MIN: 5895.99MIN: 4426.84MIN: 5934.011. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl
OpenBenchmarking.orgms, Fewer Is BetterMKL-DNN DNNL 1.1Harness: Convolution Batch conv_3d - Data Type: u8s8f322 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 offEPYC 2 7R32Xeon Platinum 8259CLXeon Platinum 8272CLXeon Platinum 8280Xeon Platinum 8375CXeon W-3275M12002400360048006000Min: 3541.71 / Avg: 3551.38 / Max: 3565.51Min: 3534.72 / Avg: 3548.6 / Max: 3572.27Min: 3241.44 / Avg: 3271.4 / Max: 3291.01Min: 3211.18 / Avg: 3243 / Max: 3262.56Min: 2989.81 / Avg: 3005.48 / Max: 3015.87Min: 2528.28 / Avg: 2540.74 / Max: 2553.09Min: 2361.94 / Avg: 2382.11 / Max: 2396.29Min: 3025.64 / Avg: 3076.76 / Max: 3109.75Min: 7089.8 / Avg: 7095.62 / Max: 7106.66Min: 6409.41 / Avg: 6437.6 / Max: 6452.89Min: 5908.76 / Avg: 5919.94 / Max: 5942.15Min: 4452.85 / Avg: 4454.22 / Max: 4456.67Min: 6101.37 / Avg: 6183.11 / Max: 6230.151. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl

Embree

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

OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 3.6.1Binary: Pathtracer - Model: Asian Dragon Obj2 x Xeon 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 offEPYC 2 7R32Xeon Platinum 8259CLXeon Platinum 8272CLXeon Platinum 8280Xeon Platinum 8375CXeon W-3275M1632486480SE +/- 0.04, N = 3SE +/- 0.05, N = 3SE +/- 0.30, N = 3SE +/- 0.06, N = 3SE +/- 0.11, N = 3SE +/- 0.04, N = 3SE +/- 0.19, N = 3SE +/- 0.03, N = 3SE +/- 0.02, N = 3SE +/- 0.02, N = 3SE +/- 0.06, N = 3SE +/- 0.03, N = 3SE +/- 0.01, N = 342.7642.4949.2849.1151.7970.3970.0547.5823.7227.6729.2140.1827.20MIN: 42.06 / MAX: 43.59MIN: 41.76 / MAX: 43.28MIN: 47.13 / MAX: 50.81MIN: 48.15 / MAX: 50.25MIN: 50.62 / MAX: 53.17MIN: 67.53 / MAX: 74.84MIN: 66.65 / MAX: 74.31MIN: 46.92 / MAX: 48.74MIN: 23.57 / MAX: 23.92MIN: 27.31 / MAX: 27.95MIN: 28.89 / MAX: 29.61MIN: 39.6 / MAX: 41.68MIN: 26.82 / MAX: 27.54
OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 3.6.1Binary: Pathtracer - Model: Asian Dragon Obj2 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 offEPYC 2 7R32Xeon Platinum 8259CLXeon Platinum 8272CLXeon Platinum 8280Xeon Platinum 8375CXeon W-3275M1428425670Min: 42.68 / Avg: 42.76 / Max: 42.81Min: 42.4 / Avg: 42.49 / Max: 42.54Min: 48.69 / Avg: 49.28 / Max: 49.59Min: 48.99 / Avg: 49.11 / Max: 49.17Min: 51.64 / Avg: 51.79 / Max: 51.99Min: 70.31 / Avg: 70.39 / Max: 70.44Min: 69.68 / Avg: 70.05 / Max: 70.32Min: 47.52 / Avg: 47.58 / Max: 47.62Min: 23.69 / Avg: 23.72 / Max: 23.75Min: 27.64 / Avg: 27.67 / Max: 27.71Min: 29.1 / Avg: 29.21 / Max: 29.29Min: 40.12 / Avg: 40.18 / Max: 40.22Min: 27.17 / Avg: 27.2 / Max: 27.21

OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 3.6.1Binary: Pathtracer ISPC - Model: Asian Dragon2 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 offEPYC 2 7R32Xeon Platinum 8259CLXeon Platinum 8272CLXeon Platinum 8280Xeon Platinum 8375CXeon W-3275M20406080100SE +/- 0.06, N = 3SE +/- 0.12, N = 3SE +/- 0.12, N = 3SE +/- 0.05, N = 3SE +/- 0.03, N = 3SE +/- 0.51, N = 3SE +/- 0.08, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.06, N = 3SE +/- 0.04, N = 3SE +/- 0.08, N = 359.0659.0565.3765.5568.4295.2795.9952.3532.9136.7538.3153.5735.15MIN: 57.51 / MAX: 60.42MIN: 57.78 / MAX: 60.29MIN: 63.67 / MAX: 66.98MIN: 64.05 / MAX: 67.28MIN: 66.22 / MAX: 70.39MIN: 91.48 / MAX: 98.3MIN: 92.5 / MAX: 98.6MIN: 51.67 / MAX: 53.48MIN: 32.68 / MAX: 33.18MIN: 36.43 / MAX: 37.08MIN: 37.87 / MAX: 38.72MIN: 52.72 / MAX: 54.62MIN: 33.95 / MAX: 35.72
OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 3.6.1Binary: Pathtracer ISPC - Model: Asian Dragon2 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 offEPYC 2 7R32Xeon Platinum 8259CLXeon Platinum 8272CLXeon Platinum 8280Xeon Platinum 8375CXeon W-3275M20406080100Min: 58.93 / Avg: 59.06 / Max: 59.15Min: 58.85 / Avg: 59.05 / Max: 59.25Min: 65.15 / Avg: 65.37 / Max: 65.56Min: 65.45 / Avg: 65.55 / Max: 65.63Min: 68.36 / Avg: 68.42 / Max: 68.47Min: 94.28 / Avg: 95.27 / Max: 95.97Min: 95.86 / Avg: 95.99 / Max: 96.12Min: 52.31 / Avg: 52.35 / Max: 52.41Min: 32.86 / Avg: 32.91 / Max: 32.96Min: 36.69 / Avg: 36.75 / Max: 36.8Min: 38.21 / Avg: 38.31 / Max: 38.41Min: 53.49 / Avg: 53.57 / Max: 53.63Min: 35.01 / Avg: 35.15 / Max: 35.27

OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 3.6.1Binary: Pathtracer ISPC - Model: Asian Dragon Obj2 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 offEPYC 2 7R32Xeon Platinum 8259CLXeon Platinum 8272CLXeon Platinum 8280Xeon Platinum 8375CXeon W-3275M20406080100SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.03, N = 3SE +/- 0.04, N = 3SE +/- 0.05, N = 3SE +/- 0.03, N = 3SE +/- 0.07, N = 3SE +/- 0.03, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.02, N = 3SE +/- 0.05, N = 3SE +/- 0.02, N = 350.9850.8656.5156.4658.6981.9082.3245.4328.2931.5733.0546.1430.35MIN: 49.91 / MAX: 52.27MIN: 49.88 / MAX: 52.05MIN: 55.22 / MAX: 58.38MIN: 55.08 / MAX: 57.97MIN: 56.97 / MAX: 60.91MIN: 79.15 / MAX: 84.55MIN: 79.32 / MAX: 84.86MIN: 44.82 / MAX: 46.53MIN: 28.06 / MAX: 28.6MIN: 31.3 / MAX: 31.91MIN: 32.72 / MAX: 33.4MIN: 45.35 / MAX: 47.2MIN: 29.95 / MAX: 30.77
OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 3.6.1Binary: Pathtracer ISPC - Model: Asian Dragon Obj2 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 offEPYC 2 7R32Xeon Platinum 8259CLXeon Platinum 8272CLXeon Platinum 8280Xeon Platinum 8375CXeon W-3275M1632486480Min: 50.97 / Avg: 50.98 / Max: 50.99Min: 50.84 / Avg: 50.86 / Max: 50.89Min: 56.46 / Avg: 56.51 / Max: 56.55Min: 56.41 / Avg: 56.46 / Max: 56.53Min: 58.6 / Avg: 58.69 / Max: 58.78Min: 81.86 / Avg: 81.9 / Max: 81.96Min: 82.2 / Avg: 82.32 / Max: 82.43Min: 45.4 / Avg: 45.43 / Max: 45.5Min: 28.26 / Avg: 28.29 / Max: 28.31Min: 31.53 / Avg: 31.57 / Max: 31.59Min: 33.01 / Avg: 33.05 / Max: 33.08Min: 46.09 / Avg: 46.14 / Max: 46.24Min: 30.31 / Avg: 30.35 / Max: 30.38

MKL-DNN DNNL

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

OpenBenchmarking.orgms, Fewer Is BetterMKL-DNN DNNL 1.1Harness: Deconvolution Batch deconv_all - Data Type: bf16bf16bf162 x Xeon Platinum 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 8259CLXeon Platinum 8272CLXeon Platinum 8280Xeon Platinum 8375CXeon W-3275M7001400210028003500SE +/- 0.13, N = 3SE +/- 0.44, N = 3SE +/- 1.93, N = 3SE +/- 3.61, N = 3SE +/- 0.87, N = 3SE +/- 1.11, N = 3SE +/- 2.42, N = 3SE +/- 0.16, N = 3SE +/- 1.11, N = 3SE +/- 5.43, N = 3SE +/- 7.07, N = 3SE +/- 4.61, N = 31904.281904.451838.601833.271779.151211.211166.693368.212751.002935.992063.423293.94MIN: 1898.87MIN: 1899.24MIN: 1808.61MIN: 1806.74MIN: 1772.45MIN: 1117.5MIN: 1113.61MIN: 3365.01MIN: 2720.09MIN: 2926MIN: 2042.76MIN: 3137.481. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl
OpenBenchmarking.orgms, Fewer Is BetterMKL-DNN DNNL 1.1Harness: Deconvolution Batch deconv_all - Data Type: bf16bf16bf162 x Xeon Platinum 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 8259CLXeon Platinum 8272CLXeon Platinum 8280Xeon Platinum 8375CXeon W-3275M6001200180024003000Min: 1904.05 / Avg: 1904.28 / Max: 1904.48Min: 1903.65 / Avg: 1904.45 / Max: 1905.17Min: 1835.44 / Avg: 1838.6 / Max: 1842.1Min: 1828.62 / Avg: 1833.27 / Max: 1840.38Min: 1777.42 / Avg: 1779.15 / Max: 1780.16Min: 1209.28 / Avg: 1211.21 / Max: 1213.14Min: 1162.08 / Avg: 1166.69 / Max: 1170.26Min: 3367.92 / Avg: 3368.21 / Max: 3368.45Min: 2749.57 / Avg: 2751 / Max: 2753.19Min: 2930.24 / Avg: 2935.99 / Max: 2946.84Min: 2056.18 / Avg: 2063.42 / Max: 2077.55Min: 3285.95 / Avg: 3293.94 / Max: 3301.931. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl

OpenBenchmarking.orgms, Fewer Is BetterMKL-DNN DNNL 1.1Harness: Convolution Batch conv_googlenet_v3 - Data Type: f322 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 offEPYC 2 7R32Xeon Platinum 8259CLXeon Platinum 8272CLXeon Platinum 8280Xeon Platinum 8375CXeon W-3275M1122334455SE +/- 0.10, N = 3SE +/- 0.02, N = 3SE +/- 0.03, N = 3SE +/- 0.09, N = 3SE +/- 0.09, N = 3SE +/- 0.18, N = 12SE +/- 0.08, N = 3SE +/- 0.19, N = 3SE +/- 0.04, N = 3SE +/- 0.08, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.07, N = 325.7725.0724.1123.6723.1821.0117.3542.5448.0645.1342.0830.8349.87MIN: 24.46MIN: 24.48MIN: 22.8MIN: 22.38MIN: 22MIN: 16.59MIN: 16.52MIN: 40.72MIN: 47.62MIN: 43.29MIN: 41.31MIN: 29.83MIN: 44.781. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl
OpenBenchmarking.orgms, Fewer Is BetterMKL-DNN DNNL 1.1Harness: Convolution Batch conv_googlenet_v3 - Data Type: f322 x Xeon Platinum 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 offEPYC 2 7R32Xeon Platinum 8259CLXeon Platinum 8272CLXeon Platinum 8280Xeon Platinum 8375CXeon W-3275M1020304050Min: 25.59 / Avg: 25.77 / Max: 25.94Min: 25.03 / Avg: 25.07 / Max: 25.1Min: 24.05 / Avg: 24.11 / Max: 24.16Min: 23.54 / Avg: 23.67 / Max: 23.84Min: 23.03 / Avg: 23.18 / Max: 23.35Min: 19.05 / Avg: 21.01 / Max: 21.4Min: 17.23 / Avg: 17.35 / Max: 17.5Min: 42.21 / Avg: 42.54 / Max: 42.87Min: 47.99 / Avg: 48.06 / Max: 48.11Min: 44.97 / Avg: 45.13 / Max: 45.21Min: 42.04 / Avg: 42.08 / Max: 42.1Min: 30.8 / Avg: 30.83 / Max: 30.85Min: 49.75 / Avg: 49.87 / Max: 49.991. (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 3.12 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 offEPYC 2 7R32Xeon Platinum 8259CLXeon Platinum 8280Xeon Platinum 8375CXeon W-3275M918273645SE +/- 0.13, N = 3SE +/- 0.00, N = 3SE +/- 0.09, N = 3SE +/- 0.00, N = 3SE +/- 0.25, N = 3SE +/- 0.19, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.03, N = 3SE +/- 0.04, N = 3SE +/- 0.01, N = 3SE +/- 0.15, N = 327.1116.5226.7016.5328.8539.1627.2117.0613.6414.9120.1714.161. (CXX) g++ options: -O3 -ffast-math -ftree-vectorize -pthread -lmpi_cxx -lmpi
OpenBenchmarking.orgGFLOP/s, More Is BetterHigh Performance Conjugate Gradient 3.12 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 offEPYC 2 7R32Xeon Platinum 8259CLXeon Platinum 8280Xeon Platinum 8375CXeon W-3275M816243240Min: 26.88 / Avg: 27.11 / Max: 27.33Min: 16.51 / Avg: 16.52 / Max: 16.52Min: 26.53 / Avg: 26.7 / Max: 26.85Min: 16.52 / Avg: 16.53 / Max: 16.53Min: 28.36 / Avg: 28.85 / Max: 29.14Min: 38.83 / Avg: 39.16 / Max: 39.49Min: 27.18 / Avg: 27.21 / Max: 27.22Min: 17.05 / Avg: 17.06 / Max: 17.07Min: 13.58 / Avg: 13.64 / Max: 13.69Min: 14.87 / Avg: 14.91 / Max: 14.99Min: 20.14 / Avg: 20.17 / Max: 20.19Min: 13.94 / Avg: 14.16 / Max: 14.451. (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 Time2 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 offEPYC 2 7R32Xeon Platinum 8259CLXeon Platinum 8272CLXeon Platinum 8280Xeon Platinum 8375CXeon W-3275M30M60M90M120M150MSE +/- 336693.20, N = 3SE +/- 102308.18, N = 3SE +/- 1934115.41, N = 3SE +/- 1396988.17, N = 4SE +/- 902995.35, N = 3SE +/- 1266085.84, N = 3SE +/- 2015291.67, N = 3SE +/- 1223161.47, N = 3SE +/- 114508.53, N = 3SE +/- 54908.55, N = 3SE +/- 829358.84, N = 3SE +/- 828671.04, N = 3SE +/- 709349.35, N = 310351385310410667611236272310975337711971579515290686015311349211676502854437117581721076289131285313242611706511. (CXX) g++ options: -m64 -lpthread -fno-exceptions -std=c++11 -pedantic -O3 -msse -msse3 -mpopcnt -flto
OpenBenchmarking.orgNodes Per Second, More Is BetterStockfish 9Total Time2 x Xeon Platinum 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 offEPYC 2 7R32Xeon Platinum 8259CLXeon Platinum 8272CLXeon Platinum 8280Xeon Platinum 8375CXeon W-3275M30M60M90M120M150MMin: 103170240 / Avg: 103513853.33 / Max: 104187192Min: 103907764 / Avg: 104106676 / Max: 104247682Min: 110387816 / Avg: 112362723 / Max: 116230665Min: 107229056 / Avg: 109753377.25 / Max: 113673794Min: 118301902 / Avg: 119715795 / Max: 121395820Min: 150508102 / Avg: 152906860.33 / Max: 154808656Min: 149498928 / Avg: 153113492 / Max: 156465247Min: 114332425 / Avg: 116765027.67 / Max: 118205394Min: 54219455 / Avg: 54437117 / Max: 54607625Min: 58109559 / Avg: 58172107.33 / Max: 58281552Min: 61422165 / Avg: 62891312 / Max: 64292754Min: 83786380 / Avg: 85313242.33 / Max: 86634890Min: 60083649 / Avg: 61170651.33 / Max: 625036771. (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-Only2 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 offEPYC 2 7R32Xeon Platinum 8259CLXeon Platinum 8272CLXeon Platinum 8280Xeon Platinum 8375CXeon W-3275M20406080100SE +/- 0.11, N = 3SE +/- 0.05, N = 3SE +/- 0.21, N = 3SE +/- 0.06, N = 3SE +/- 0.09, N = 3SE +/- 0.15, N = 3SE +/- 0.09, N = 3SE +/- 0.10, N = 3SE +/- 0.14, N = 3SE +/- 0.26, N = 3SE +/- 0.09, N = 3SE +/- 0.10, N = 3SE +/- 0.12, N = 347.6348.0041.3341.2238.7931.1031.0941.7686.8975.8669.8052.2874.96
OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.82Blend File: BMW27 - Compute: CPU-Only2 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 offEPYC 2 7R32Xeon Platinum 8259CLXeon Platinum 8272CLXeon Platinum 8280Xeon Platinum 8375CXeon W-3275M1632486480Min: 47.42 / Avg: 47.63 / Max: 47.8Min: 47.94 / Avg: 48 / Max: 48.1Min: 40.94 / Avg: 41.33 / Max: 41.64Min: 41.13 / Avg: 41.22 / Max: 41.34Min: 38.65 / Avg: 38.79 / Max: 38.96Min: 30.9 / Avg: 31.1 / Max: 31.39Min: 30.91 / Avg: 31.09 / Max: 31.19Min: 41.6 / Avg: 41.76 / Max: 41.93Min: 86.66 / Avg: 86.89 / Max: 87.14Min: 75.42 / Avg: 75.86 / Max: 76.32Min: 69.64 / Avg: 69.8 / Max: 69.96Min: 52.08 / Avg: 52.28 / Max: 52.41Min: 74.78 / Avg: 74.96 / Max: 75.19

asmFish

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

OpenBenchmarking.orgNodes/second, More Is BetterasmFish 2018-07-231024 Hash Memory, 26 Depth2 x Xeon Platinum 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 offEPYC 2 7R32Xeon Platinum 8259CLXeon Platinum 8272CLXeon Platinum 8280Xeon Platinum 8375CXeon W-3275M40M80M120M160M200MSE +/- 1707658.59, N = 3SE +/- 1538634.72, N = 3SE +/- 499401.71, N = 3SE +/- 526881.33, N = 3SE +/- 491864.96, N = 3SE +/- 721194.49, N = 3SE +/- 441971.10, N = 3SE +/- 617926.69, N = 3SE +/- 95127.60, N = 3SE +/- 950786.26, N = 3SE +/- 450047.19, N = 3SE +/- 597319.54, N = 3SE +/- 845752.34, N = 41199123571050706061229339301073883441338398961645533171485214491132789775935079464230868687620759389689966225641
OpenBenchmarking.orgNodes/second, More Is BetterasmFish 2018-07-231024 Hash Memory, 26 Depth2 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 offEPYC 2 7R32Xeon Platinum 8259CLXeon Platinum 8272CLXeon Platinum 8280Xeon Platinum 8375CXeon W-3275M30M60M90M120M150MMin: 117343840 / Avg: 119912357 / Max: 123146060Min: 103400303 / Avg: 105070606 / Max: 108144006Min: 122026202 / Avg: 122933930 / Max: 123748666Min: 106352972 / Avg: 107388344.33 / Max: 108075780Min: 132859090 / Avg: 133839896.33 / Max: 134395932Min: 163700451 / Avg: 164553316.67 / Max: 165987137Min: 147977066 / Avg: 148521449 / Max: 149396758Min: 112084673 / Avg: 113278976.67 / Max: 114151318Min: 59171488 / Avg: 59350794 / Max: 59495536Min: 62799390 / Avg: 64230867.67 / Max: 66030644Min: 68208775 / Avg: 68762075.33 / Max: 69653560Min: 92715076 / Avg: 93896899.33 / Max: 94638947Min: 65037473 / Avg: 66225640.5 / Max: 68735170

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: bf16bf16bf162 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 8259CLXeon Platinum 8272CLXeon Platinum 8280Xeon Platinum 8375CXeon W-3275M246810SE +/- 0.00489, N = 3SE +/- 0.00151, N = 3SE +/- 0.00409, N = 3SE +/- 0.00220, N = 3SE +/- 0.00661, N = 3SE +/- 0.00343, N = 3SE +/- 0.00390, N = 3SE +/- 0.02376, N = 3SE +/- 0.00188, N = 3SE +/- 0.00167, N = 3SE +/- 0.00112, N = 3SE +/- 0.03740, N = 34.490394.465233.983933.950674.068473.077972.914957.982926.597786.553744.978887.61595MIN: 4.4MIN: 4.38MIN: 3.85MIN: 3.81MIN: 3.93MIN: 2.81MIN: 2.81MIN: 7.92MIN: 6.49MIN: 6.5MIN: 4.92MIN: 6.951. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl
OpenBenchmarking.orgms, Fewer Is BetterMKL-DNN DNNL 1.1Harness: Deconvolution Batch deconv_1d - Data Type: bf16bf16bf162 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 8259CLXeon Platinum 8272CLXeon Platinum 8280Xeon Platinum 8375CXeon W-3275M3691215Min: 4.48 / Avg: 4.49 / Max: 4.5Min: 4.46 / Avg: 4.47 / Max: 4.47Min: 3.98 / Avg: 3.98 / Max: 3.99Min: 3.95 / Avg: 3.95 / Max: 3.95Min: 4.06 / Avg: 4.07 / Max: 4.08Min: 3.07 / Avg: 3.08 / Max: 3.08Min: 2.91 / Avg: 2.91 / Max: 2.92Min: 7.95 / Avg: 7.98 / Max: 8.03Min: 6.6 / Avg: 6.6 / Max: 6.6Min: 6.55 / Avg: 6.55 / Max: 6.56Min: 4.98 / Avg: 4.98 / Max: 4.98Min: 7.54 / Avg: 7.62 / Max: 7.661. (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: LU.C2 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 82802 x Xeon Platinum 8375C2 x Xeon Platinum 8375C NUMA offEPYC 2 7R32Xeon Platinum 8259CLXeon Platinum 8280Xeon Platinum 8375CXeon W-3275M40K80K120K160K200KSE +/- 55.32, N = 3SE +/- 32.58, N = 3SE +/- 188.25, N = 3SE +/- 2597.03, N = 15SE +/- 1042.35, N = 3SE +/- 139.53, N = 3SE +/- 7.82, N = 3SE +/- 82.95, N = 3SE +/- 630.50, N = 3SE +/- 35.10, N = 3120961.9194642.99140090.32177387.18152798.5699821.8965522.4674255.6797414.0769606.841. (F9X) gfortran options: -O3 -march=native -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi2. 2 x Xeon Platinum 8259CL: Open MPI 3.1.33. 2 x Xeon Platinum 8259CL NUMA off: Open MPI 3.1.34. 2 x Xeon Platinum 8280: Open MPI 4.0.3rc45. 2 x Xeon Platinum 8375C: Open MPI 3.1.36. 2 x Xeon Platinum 8375C NUMA off: Open MPI 3.1.37. EPYC 2 7R32: Open MPI 3.1.38. Xeon Platinum 8259CL: Open MPI 3.1.39. Xeon Platinum 8280: Open MPI 4.0.3rc410. Xeon Platinum 8375C: Open MPI 3.1.311. Xeon W-3275M: Open MPI 3.1.3
OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: LU.C2 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 82802 x Xeon Platinum 8375C2 x Xeon Platinum 8375C NUMA offEPYC 2 7R32Xeon Platinum 8259CLXeon Platinum 8280Xeon Platinum 8375CXeon W-3275M30K60K90K120K150KMin: 120853.03 / Avg: 120961.91 / Max: 121033.42Min: 94578.17 / Avg: 94642.99 / Max: 94681.05Min: 139782.23 / Avg: 140090.32 / Max: 140431.78Min: 159227 / Avg: 177387.18 / Max: 184990.07Min: 150723.11 / Avg: 152798.56 / Max: 154006.13Min: 99545.48 / Avg: 99821.89 / Max: 99993.33Min: 65509.33 / Avg: 65522.46 / Max: 65536.37Min: 74132.61 / Avg: 74255.67 / Max: 74413.56Min: 96405.75 / Avg: 97414.07 / Max: 98574.02Min: 69537.04 / Avg: 69606.84 / Max: 69648.181. (F9X) gfortran options: -O3 -march=native -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi2. 2 x Xeon Platinum 8259CL: Open MPI 3.1.33. 2 x Xeon Platinum 8259CL NUMA off: Open MPI 3.1.34. 2 x Xeon Platinum 8280: Open MPI 4.0.3rc45. 2 x Xeon Platinum 8375C: Open MPI 3.1.36. 2 x Xeon Platinum 8375C NUMA off: Open MPI 3.1.37. EPYC 2 7R32: Open MPI 3.1.38. Xeon Platinum 8259CL: Open MPI 3.1.39. Xeon Platinum 8280: Open MPI 4.0.3rc410. Xeon Platinum 8375C: Open MPI 3.1.311. Xeon W-3275M: 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: f322 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 offEPYC 2 7R32Xeon Platinum 8259CLXeon Platinum 8272CLXeon Platinum 8280Xeon Platinum 8375CXeon W-3275M2004006008001000SE +/- 0.29, N = 3SE +/- 0.29, N = 3SE +/- 0.50, N = 3SE +/- 0.30, N = 3SE +/- 0.78, N = 3SE +/- 5.03, N = 3SE +/- 0.26, N = 3SE +/- 2.05, N = 3SE +/- 0.32, N = 3SE +/- 0.28, N = 3SE +/- 0.39, N = 3SE +/- 0.29, N = 3SE +/- 0.68, N = 3559.47461.94534.33436.86496.82399.24327.28710.14874.20821.97765.75598.19878.39MIN: 553.8MIN: 457.45MIN: 520.78MIN: 423.96MIN: 488.36MIN: 367.6MIN: 316.03MIN: 700.52MIN: 868.41MIN: 794.87MIN: 755.35MIN: 588.29MIN: 819.941. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl
OpenBenchmarking.orgms, Fewer Is BetterMKL-DNN DNNL 1.1Harness: Convolution Batch conv_all - Data Type: f322 x Xeon Platinum 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 offEPYC 2 7R32Xeon Platinum 8259CLXeon Platinum 8272CLXeon Platinum 8280Xeon Platinum 8375CXeon W-3275M150300450600750Min: 558.88 / Avg: 559.47 / Max: 559.78Min: 461.61 / Avg: 461.94 / Max: 462.5Min: 533.67 / Avg: 534.33 / Max: 535.3Min: 436.49 / Avg: 436.86 / Max: 437.45Min: 495.3 / Avg: 496.82 / Max: 497.87Min: 389.21 / Avg: 399.24 / Max: 404.88Min: 326.75 / Avg: 327.28 / Max: 327.6Min: 706.04 / Avg: 710.14 / Max: 712.25Min: 873.59 / Avg: 874.2 / Max: 874.65Min: 821.6 / Avg: 821.97 / Max: 822.52Min: 765.14 / Avg: 765.75 / Max: 766.49Min: 597.68 / Avg: 598.19 / Max: 598.67Min: 877.4 / Avg: 878.39 / Max: 879.691. (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: IP Batch All - Data Type: f322 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 offEPYC 2 7R32Xeon Platinum 8259CLXeon Platinum 8272CLXeon Platinum 8280Xeon Platinum 8375CXeon W-3275M3691215SE +/- 0.03588, N = 3SE +/- 0.00603, N = 3SE +/- 0.01633, N = 3SE +/- 0.00556, N = 3SE +/- 0.01419, N = 3SE +/- 0.00521, N = 3SE +/- 0.00676, N = 3SE +/- 0.01277, N = 3SE +/- 0.03341, N = 3SE +/- 0.01006, N = 3SE +/- 0.00854, N = 3SE +/- 0.00218, N = 3SE +/- 0.10112, N = 39.976696.658429.713556.386529.524666.002643.730318.883907.890717.407046.795094.595507.54439MIN: 9.62MIN: 6.25MIN: 9.49MIN: 6.06MIN: 9.28MIN: 5.79MIN: 3.56MIN: 8.36MIN: 7.76MIN: 7.28MIN: 6.68MIN: 4.48MIN: 6.711. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl
OpenBenchmarking.orgms, Fewer Is BetterMKL-DNN DNNL 1.1Harness: IP Batch All - Data Type: f322 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 offEPYC 2 7R32Xeon Platinum 8259CLXeon Platinum 8272CLXeon Platinum 8280Xeon Platinum 8375CXeon W-3275M3691215Min: 9.91 / Avg: 9.98 / Max: 10.02Min: 6.65 / Avg: 6.66 / Max: 6.67Min: 9.69 / Avg: 9.71 / Max: 9.74Min: 6.38 / Avg: 6.39 / Max: 6.4Min: 9.51 / Avg: 9.52 / Max: 9.55Min: 5.99 / Avg: 6 / Max: 6.01Min: 3.72 / Avg: 3.73 / Max: 3.74Min: 8.87 / Avg: 8.88 / Max: 8.91Min: 7.85 / Avg: 7.89 / Max: 7.96Min: 7.39 / Avg: 7.41 / Max: 7.42Min: 6.79 / Avg: 6.8 / Max: 6.81Min: 4.59 / Avg: 4.6 / Max: 4.6Min: 7.41 / Avg: 7.54 / Max: 7.741. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl

OpenBenchmarking.orgms, Fewer Is BetterMKL-DNN DNNL 1.1Harness: Deconvolution Batch deconv_3d - Data Type: f322 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 offEPYC 2 7R32Xeon Platinum 8259CLXeon Platinum 8272CLXeon Platinum 8280Xeon Platinum 8375CXeon W-3275M0.51191.02381.53572.04762.5595SE +/- 0.001182, N = 3SE +/- 0.003885, N = 3SE +/- 0.003163, N = 3SE +/- 0.001856, N = 3SE +/- 0.003732, N = 3SE +/- 0.000385, N = 3SE +/- 0.001131, N = 3SE +/- 0.006027, N = 3SE +/- 0.005714, N = 3SE +/- 0.002172, N = 3SE +/- 0.000323, N = 3SE +/- 0.005784, N = 3SE +/- 0.018012, N = 31.2664901.2639501.2512701.2529401.1360800.8525180.8510072.2047102.2005302.1658101.9627901.3409602.275260MIN: 1.24MIN: 1.24MIN: 1.22MIN: 1.22MIN: 1.1MIN: 0.83MIN: 0.83MIN: 2.14MIN: 2.17MIN: 2.07MIN: 1.95MIN: 1.3MIN: 2.121. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl
OpenBenchmarking.orgms, Fewer Is BetterMKL-DNN DNNL 1.1Harness: Deconvolution Batch deconv_3d - Data Type: f322 x Xeon Platinum 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 offEPYC 2 7R32Xeon Platinum 8259CLXeon Platinum 8272CLXeon Platinum 8280Xeon Platinum 8375CXeon W-3275M246810Min: 1.26 / Avg: 1.27 / Max: 1.27Min: 1.26 / Avg: 1.26 / Max: 1.27Min: 1.25 / Avg: 1.25 / Max: 1.26Min: 1.25 / Avg: 1.25 / Max: 1.26Min: 1.13 / Avg: 1.14 / Max: 1.14Min: 0.85 / Avg: 0.85 / Max: 0.85Min: 0.85 / Avg: 0.85 / Max: 0.85Min: 2.2 / Avg: 2.2 / Max: 2.22Min: 2.19 / Avg: 2.2 / Max: 2.21Min: 2.16 / Avg: 2.17 / Max: 2.17Min: 1.96 / Avg: 1.96 / Max: 1.96Min: 1.33 / Avg: 1.34 / Max: 1.35Min: 2.25 / Avg: 2.28 / Max: 2.311. (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.C2 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 offEPYC 2 7R32Xeon Platinum 8259CLXeon Platinum 8272CLXeon Platinum 8280Xeon Platinum 8375CXeon W-3275M14002800420056007000SE +/- 77.32, N = 3SE +/- 34.33, N = 3SE +/- 25.51, N = 3SE +/- 40.42, N = 3SE +/- 88.25, N = 3SE +/- 202.13, N = 15SE +/- 138.06, N = 15SE +/- 31.12, N = 3SE +/- 14.22, N = 3SE +/- 17.03, N = 3SE +/- 44.67, N = 3SE +/- 107.97, N = 15SE +/- 40.50, N = 35052.635059.025763.375667.766104.946352.446744.573485.992641.322974.153194.184003.823025.111. (F9X) gfortran options: -O3 -march=native -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi2. 2 x Xeon Platinum 8259CL: Open MPI 3.1.33. 2 x Xeon Platinum 8259CL NUMA off: Open MPI 3.1.34. 2 x Xeon Platinum 8272CL: Open MPI 3.1.35. 2 x Xeon Platinum 8272CL NUMA off: Open MPI 3.1.36. 2 x Xeon Platinum 8280: Open MPI 4.0.3rc47. 2 x Xeon Platinum 8375C: Open MPI 3.1.38. 2 x Xeon Platinum 8375C NUMA off: Open MPI 3.1.39. EPYC 2 7R32: Open MPI 3.1.310. Xeon Platinum 8259CL: Open MPI 3.1.311. Xeon Platinum 8272CL: Open MPI 3.1.312. Xeon Platinum 8280: Open MPI 4.0.3rc413. Xeon Platinum 8375C: Open MPI 3.1.314. Xeon W-3275M: Open MPI 3.1.3
OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: EP.C2 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 offEPYC 2 7R32Xeon Platinum 8259CLXeon Platinum 8272CLXeon Platinum 8280Xeon Platinum 8375CXeon W-3275M12002400360048006000Min: 4898.09 / Avg: 5052.63 / Max: 5134.94Min: 4995.12 / Avg: 5059.02 / Max: 5112.71Min: 5712.65 / Avg: 5763.37 / Max: 5793.56Min: 5590.01 / Avg: 5667.76 / Max: 5725.84Min: 5932.36 / Avg: 6104.94 / Max: 6223.27Min: 5228.02 / Avg: 6352.44 / Max: 7281.52Min: 5514.36 / Avg: 6744.57 / Max: 7403.17Min: 3424.02 / Avg: 3485.99 / Max: 3521.98Min: 2613.87 / Avg: 2641.32 / Max: 2661.46Min: 2951.77 / Avg: 2974.15 / Max: 3007.58Min: 3104.97 / Avg: 3194.18 / Max: 3242.83Min: 3046.25 / Avg: 4003.82 / Max: 4499.2Min: 2944.61 / Avg: 3025.11 / Max: 3073.11. (F9X) gfortran options: -O3 -march=native -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi2. 2 x Xeon Platinum 8259CL: Open MPI 3.1.33. 2 x Xeon Platinum 8259CL NUMA off: Open MPI 3.1.34. 2 x Xeon Platinum 8272CL: Open MPI 3.1.35. 2 x Xeon Platinum 8272CL NUMA off: Open MPI 3.1.36. 2 x Xeon Platinum 8280: Open MPI 4.0.3rc47. 2 x Xeon Platinum 8375C: Open MPI 3.1.38. 2 x Xeon Platinum 8375C NUMA off: Open MPI 3.1.39. EPYC 2 7R32: Open MPI 3.1.310. Xeon Platinum 8259CL: Open MPI 3.1.311. Xeon Platinum 8272CL: Open MPI 3.1.312. Xeon Platinum 8280: Open MPI 4.0.3rc413. Xeon Platinum 8375C: Open MPI 3.1.314. Xeon W-3275M: 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: f322 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 offEPYC 2 7R32Xeon Platinum 8259CLXeon Platinum 8272CLXeon Platinum 8280Xeon Platinum 8375CXeon W-3275M20406080100SE +/- 0.23, N = 3SE +/- 0.20, N = 3SE +/- 0.50, N = 3SE +/- 0.11, N = 3SE +/- 0.08, N = 3SE +/- 0.03, N = 3SE +/- 0.02, N = 3SE +/- 1.13, N = 3SE +/- 0.12, N = 3SE +/- 0.09, N = 3SE +/- 0.06, N = 3SE +/- 0.05, N = 3SE +/- 0.11, N = 356.6555.3653.0051.4449.8443.8642.9196.69107.8098.6794.1983.36108.57MIN: 54.78MIN: 54.28MIN: 50.88MIN: 50.35MIN: 48.76MIN: 42.5MIN: 41.86MIN: 93.63MIN: 106.14MIN: 97.89MIN: 93.73MIN: 82.91MIN: 102.461. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl
OpenBenchmarking.orgms, Fewer Is BetterMKL-DNN DNNL 1.1Harness: Convolution Batch conv_alexnet - Data Type: f322 x Xeon Platinum 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 offEPYC 2 7R32Xeon Platinum 8259CLXeon Platinum 8272CLXeon Platinum 8280Xeon Platinum 8375CXeon W-3275M20406080100Min: 56.25 / Avg: 56.65 / Max: 57.04Min: 54.95 / Avg: 55.36 / Max: 55.61Min: 52.33 / Avg: 53 / Max: 53.97Min: 51.27 / Avg: 51.44 / Max: 51.64Min: 49.69 / Avg: 49.84 / Max: 49.95Min: 43.81 / Avg: 43.86 / Max: 43.93Min: 42.88 / Avg: 42.91 / Max: 42.95Min: 94.45 / Avg: 96.69 / Max: 98.06Min: 107.58 / Avg: 107.8 / Max: 107.96Min: 98.51 / Avg: 98.67 / Max: 98.82Min: 94.07 / Avg: 94.19 / Max: 94.27Min: 83.27 / Avg: 83.36 / Max: 83.43Min: 108.37 / Avg: 108.57 / Max: 108.741. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl

Blender

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

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.82Blend File: Fishy Cat - Compute: CPU-Only2 x Xeon 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 offEPYC 2 7R32Xeon Platinum 8259CLXeon Platinum 8272CLXeon Platinum 8280Xeon Platinum 8375CXeon W-3275M306090120150SE +/- 0.11, N = 3SE +/- 0.14, N = 3SE +/- 0.23, N = 3SE +/- 0.19, N = 3SE +/- 0.03, N = 3SE +/- 0.12, N = 3SE +/- 0.09, N = 3SE +/- 0.05, N = 3SE +/- 0.08, N = 3SE +/- 0.14, N = 3SE +/- 0.16, N = 3SE +/- 0.08, N = 3SE +/- 0.05, N = 379.0079.2270.1270.2266.3953.9653.6965.67134.22119.36110.6781.64118.09
OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.82Blend File: Fishy Cat - Compute: CPU-Only2 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 offEPYC 2 7R32Xeon Platinum 8259CLXeon Platinum 8272CLXeon Platinum 8280Xeon Platinum 8375CXeon W-3275M306090120150Min: 78.87 / Avg: 79 / Max: 79.22Min: 78.97 / Avg: 79.22 / Max: 79.46Min: 69.81 / Avg: 70.12 / Max: 70.56Min: 69.84 / Avg: 70.22 / Max: 70.43Min: 66.35 / Avg: 66.39 / Max: 66.46Min: 53.76 / Avg: 53.96 / Max: 54.18Min: 53.55 / Avg: 53.69 / Max: 53.87Min: 65.57 / Avg: 65.67 / Max: 65.75Min: 134.07 / Avg: 134.22 / Max: 134.34Min: 119.15 / Avg: 119.36 / Max: 119.63Min: 110.36 / Avg: 110.67 / Max: 110.9Min: 81.55 / Avg: 81.64 / Max: 81.8Min: 118 / Avg: 118.09 / Max: 118.18

MKL-DNN DNNL

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

OpenBenchmarking.orgms, Fewer Is BetterMKL-DNN DNNL 1.1Harness: Deconvolution Batch deconv_3d - Data Type: bf16bf16bf162 x Xeon Platinum 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 8259CLXeon Platinum 8272CLXeon Platinum 8280Xeon Platinum 8375CXeon W-3275M3691215SE +/- 0.00712, N = 3SE +/- 0.00526, N = 3SE +/- 0.00318, N = 3SE +/- 0.00376, N = 3SE +/- 0.00369, N = 3SE +/- 0.04017, N = 7SE +/- 0.03881, N = 8SE +/- 0.00210, N = 3SE +/- 0.00016, N = 3SE +/- 0.00251, N = 3SE +/- 0.07400, N = 6SE +/- 0.03985, N = 34.871944.856894.494054.494644.358173.783193.777699.371078.316777.696056.071178.46273MIN: 4.83MIN: 4.82MIN: 4.44MIN: 4.46MIN: 4.31MIN: 3.68MIN: 3.68MIN: 9.33MIN: 8.25MIN: 7.67MIN: 5.82MIN: 8.211. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl
OpenBenchmarking.orgms, Fewer Is BetterMKL-DNN DNNL 1.1Harness: Deconvolution Batch deconv_3d - Data Type: bf16bf16bf162 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 8259CLXeon Platinum 8272CLXeon Platinum 8280Xeon Platinum 8375CXeon W-3275M3691215Min: 4.86 / Avg: 4.87 / Max: 4.88Min: 4.85 / Avg: 4.86 / Max: 4.86Min: 4.49 / Avg: 4.49 / Max: 4.5Min: 4.49 / Avg: 4.49 / Max: 4.5Min: 4.35 / Avg: 4.36 / Max: 4.36Min: 3.74 / Avg: 3.78 / Max: 4.02Min: 3.73 / Avg: 3.78 / Max: 4.05Min: 9.37 / Avg: 9.37 / Max: 9.37Min: 8.32 / Avg: 8.32 / Max: 8.32Min: 7.69 / Avg: 7.7 / Max: 7.7Min: 5.98 / Avg: 6.07 / Max: 6.44Min: 8.39 / Avg: 8.46 / Max: 8.531. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl

Tungsten Renderer

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

OpenBenchmarking.orgSeconds, Fewer Is BetterTungsten Renderer 0.2.2Scene: Hair2 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 offEPYC 2 7R32Xeon Platinum 8259CLXeon Platinum 8272CLXeon Platinum 8280Xeon Platinum 8375CXeon W-3275M48121620SE +/- 0.05659, N = 3SE +/- 0.05235, N = 3SE +/- 0.10478, N = 3SE +/- 0.00398, N = 3SE +/- 0.11249, N = 3SE +/- 0.02429, N = 3SE +/- 0.06608, N = 3SE +/- 0.05445, N = 3SE +/- 0.03318, N = 3SE +/- 0.04470, N = 3SE +/- 0.03914, N = 3SE +/- 0.01484, N = 3SE +/- 0.05256, N = 39.262179.090738.667918.347447.827066.056686.117907.6745514.8046013.8818012.686309.2136512.71040-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=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-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 -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
OpenBenchmarking.orgSeconds, Fewer Is BetterTungsten Renderer 0.2.2Scene: Hair2 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 offEPYC 2 7R32Xeon Platinum 8259CLXeon Platinum 8272CLXeon Platinum 8280Xeon Platinum 8375CXeon W-3275M48121620Min: 9.18 / Avg: 9.26 / Max: 9.37Min: 8.99 / Avg: 9.09 / Max: 9.17Min: 8.47 / Avg: 8.67 / Max: 8.82Min: 8.34 / Avg: 8.35 / Max: 8.36Min: 7.63 / Avg: 7.83 / Max: 8.02Min: 6.02 / Avg: 6.06 / Max: 6.1Min: 6.01 / Avg: 6.12 / Max: 6.24Min: 7.61 / Avg: 7.67 / Max: 7.78Min: 14.74 / Avg: 14.8 / Max: 14.84Min: 13.8 / Avg: 13.88 / Max: 13.95Min: 12.63 / Avg: 12.69 / Max: 12.76Min: 9.19 / Avg: 9.21 / Max: 9.24Min: 12.64 / Avg: 12.71 / Max: 12.811. (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 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 offEPYC 2 7R32Xeon Platinum 8259CLXeon Platinum 8272CLXeon Platinum 8280Xeon Platinum 8375CXeon W-3275M612182430SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.07, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.03, N = 3SE +/- 0.00, N = 3SE +/- 0.07, N = 3SE +/- 0.00, N = 3SE +/- 0.09, N = 311.322.611.825.211.219.820.416.311.411.611.219.817.7
OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: python_startup2 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 offEPYC 2 7R32Xeon Platinum 8259CLXeon Platinum 8272CLXeon Platinum 8280Xeon Platinum 8375CXeon W-3275M612182430Min: 11.2 / Avg: 11.27 / Max: 11.3Min: 22.5 / Avg: 22.57 / Max: 22.6Min: 11.7 / Avg: 11.77 / Max: 11.9Min: 25.1 / Avg: 25.17 / Max: 25.2Min: 11.2 / Avg: 11.23 / Max: 11.3Min: 19.8 / Avg: 19.8 / Max: 19.8Min: 20.4 / Avg: 20.4 / Max: 20.4Min: 16.3 / Avg: 16.3 / Max: 16.3Min: 11.3 / Avg: 11.37 / Max: 11.4Min: 11.6 / Avg: 11.6 / Max: 11.6Min: 11.1 / Avg: 11.17 / Max: 11.3Min: 19.8 / Avg: 19.8 / Max: 19.8Min: 17.6 / Avg: 17.73 / Max: 17.9

dav1d

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

OpenBenchmarking.orgFPS, More Is Betterdav1d 0.6.0Video Input: Chimera 1080p 10-bit2 x Xeon 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 offEPYC 2 7R32Xeon Platinum 8259CLXeon Platinum 8272CLXeon Platinum 8280Xeon Platinum 8375CXeon W-3275M306090120150SE +/- 0.04, N = 3SE +/- 0.56, N = 3SE +/- 0.45, N = 3SE +/- 0.27, N = 3SE +/- 0.07, N = 3SE +/- 0.19, N = 3SE +/- 0.57, N = 3SE +/- 0.60, N = 3SE +/- 0.13, N = 3SE +/- 0.18, N = 3SE +/- 0.12, N = 3SE +/- 0.62, N = 3SE +/- 0.05, N = 389.5588.6682.8782.6585.14118.37118.88140.1467.3363.0165.4096.9381.60MIN: 69.22 / MAX: 130.8MIN: 69.45 / MAX: 129.53MIN: 65.6 / MAX: 121.56MIN: 65.81 / MAX: 118.98MIN: 66.74 / MAX: 126.85MIN: 86.83 / MAX: 179.15MIN: 87.23 / MAX: 179.18MIN: 101.2 / MAX: 212.94MIN: 49.41 / MAX: 122.02MIN: 47.23 / MAX: 110.25MIN: 49.2 / MAX: 111MIN: 68.44 / MAX: 150.56MIN: 55.07 / MAX: 147.521. (CC) gcc options: -pthread
OpenBenchmarking.orgFPS, More Is Betterdav1d 0.6.0Video Input: Chimera 1080p 10-bit2 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 offEPYC 2 7R32Xeon Platinum 8259CLXeon Platinum 8272CLXeon Platinum 8280Xeon Platinum 8375CXeon W-3275M306090120150Min: 89.47 / Avg: 89.55 / Max: 89.6Min: 87.74 / Avg: 88.66 / Max: 89.66Min: 81.97 / Avg: 82.87 / Max: 83.4Min: 82.11 / Avg: 82.65 / Max: 83.01Min: 85.07 / Avg: 85.14 / Max: 85.27Min: 118.12 / Avg: 118.37 / Max: 118.73Min: 117.76 / Avg: 118.88 / Max: 119.66Min: 139.33 / Avg: 140.14 / Max: 141.31Min: 67.18 / Avg: 67.33 / Max: 67.6Min: 62.65 / Avg: 63.01 / Max: 63.21Min: 65.17 / Avg: 65.4 / Max: 65.56Min: 95.74 / Avg: 96.93 / Max: 97.85Min: 81.53 / Avg: 81.6 / Max: 81.691. (CC) gcc options: -pthread

Blender

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

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.82Blend File: Barbershop - Compute: CPU-Only2 x Xeon Platinum 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 offEPYC 2 7R32Xeon Platinum 8259CLXeon Platinum 8272CLXeon Platinum 8280Xeon Platinum 8375CXeon W-3275M80160240320400SE +/- 0.16, N = 3SE +/- 0.10, N = 3SE +/- 0.56, N = 3SE +/- 0.14, N = 3SE +/- 0.40, N = 3SE +/- 0.83, N = 3SE +/- 0.37, N = 3SE +/- 0.49, N = 3SE +/- 0.10, N = 3SE +/- 0.21, N = 3SE +/- 0.20, N = 3SE +/- 0.41, N = 3SE +/- 0.22, N = 3211.33211.37195.96195.61187.33161.71158.72177.79350.47310.51287.80218.42304.79
OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.82Blend File: Barbershop - Compute: CPU-Only2 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 offEPYC 2 7R32Xeon Platinum 8259CLXeon Platinum 8272CLXeon Platinum 8280Xeon Platinum 8375CXeon W-3275M60120180240300Min: 211.05 / Avg: 211.33 / Max: 211.62Min: 211.2 / Avg: 211.37 / Max: 211.53Min: 195.13 / Avg: 195.96 / Max: 197.02Min: 195.42 / Avg: 195.61 / Max: 195.88Min: 186.86 / Avg: 187.33 / Max: 188.13Min: 160.66 / Avg: 161.71 / Max: 163.36Min: 158.35 / Avg: 158.72 / Max: 159.47Min: 177 / Avg: 177.79 / Max: 178.69Min: 350.28 / Avg: 350.47 / Max: 350.58Min: 310.14 / Avg: 310.51 / Max: 310.87Min: 287.51 / Avg: 287.8 / Max: 288.18Min: 217.62 / Avg: 218.42 / Max: 218.98Min: 304.34 / Avg: 304.79 / Max: 305.02

MKL-DNN DNNL

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

OpenBenchmarking.orgms, Fewer Is BetterMKL-DNN DNNL 1.1Harness: Deconvolution Batch deconv_1d - Data Type: f322 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 offEPYC 2 7R32Xeon Platinum 8259CLXeon Platinum 8272CLXeon Platinum 8280Xeon Platinum 8375CXeon W-3275M0.50071.00141.50212.00282.5035SE +/- 0.00693, N = 3SE +/- 0.00066, N = 3SE +/- 0.00122, N = 3SE +/- 0.00291, N = 3SE +/- 0.00318, N = 3SE +/- 0.00528, N = 3SE +/- 0.00453, N = 3SE +/- 0.01972, N = 3SE +/- 0.00097, N = 3SE +/- 0.00121, N = 3SE +/- 0.00157, N = 3SE +/- 0.00061, N = 3SE +/- 0.01273, N = 31.257951.225891.344111.303951.240291.018901.031152.225401.639281.470841.462321.240011.74515MIN: 1.2MIN: 1.18MIN: 1.23MIN: 1.2MIN: 1.17MIN: 0.96MIN: 0.98MIN: 2.11MIN: 1.61MIN: 1.43MIN: 1.44MIN: 1.2MIN: 1.551. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl
OpenBenchmarking.orgms, Fewer Is BetterMKL-DNN DNNL 1.1Harness: Deconvolution Batch deconv_1d - Data Type: f322 x Xeon Platinum 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 offEPYC 2 7R32Xeon Platinum 8259CLXeon Platinum 8272CLXeon Platinum 8280Xeon Platinum 8375CXeon W-3275M246810Min: 1.25 / Avg: 1.26 / Max: 1.27Min: 1.22 / Avg: 1.23 / Max: 1.23Min: 1.34 / Avg: 1.34 / Max: 1.35Min: 1.3 / Avg: 1.3 / Max: 1.31Min: 1.23 / Avg: 1.24 / Max: 1.25Min: 1.01 / Avg: 1.02 / Max: 1.03Min: 1.03 / Avg: 1.03 / Max: 1.04Min: 2.19 / Avg: 2.23 / Max: 2.26Min: 1.64 / Avg: 1.64 / Max: 1.64Min: 1.47 / Avg: 1.47 / Max: 1.47Min: 1.46 / Avg: 1.46 / Max: 1.47Min: 1.24 / Avg: 1.24 / Max: 1.24Min: 1.73 / Avg: 1.75 / Max: 1.771. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl

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 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 offEPYC 2 7R32Xeon Platinum 8259CLXeon Platinum 8272CLXeon Platinum 8280Xeon Platinum 8375CXeon W-3275M4080120160200185.23197.29186.31195.11193.44185.45179.24175.19128.00129.03123.9890.82124.15

dav1d

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

OpenBenchmarking.orgFPS, More Is Betterdav1d 0.6.0Video Input: Summer Nature 1080p2 x Xeon 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 offEPYC 2 7R32Xeon Platinum 8259CLXeon Platinum 8272CLXeon Platinum 8280Xeon Platinum 8375CXeon W-3275M150300450600750SE +/- 3.67, N = 3SE +/- 3.77, N = 15SE +/- 5.42, N = 4SE +/- 0.73, N = 3SE +/- 3.74, N = 15SE +/- 4.53, N = 15SE +/- 1.14, N = 3SE +/- 2.19, N = 3SE +/- 1.73, N = 3SE +/- 2.16, N = 3SE +/- 0.52, N = 3SE +/- 5.59, N = 3SE +/- 2.32, N = 3431.76400.24391.25371.48409.88500.83478.05676.16353.78315.51323.20444.30537.84MIN: 205.51 / MAX: 479.42MIN: 106.81 / MAX: 466.09MIN: 158.31 / MAX: 448.01MIN: 133.17 / MAX: 428.07MIN: 126.27 / MAX: 481.12MIN: 107.59 / MAX: 628.01MIN: 104.25 / MAX: 592.47MIN: 302.17 / MAX: 751.14MIN: 207.11 / MAX: 387.94MIN: 164.62 / MAX: 350.65MIN: 200.79 / MAX: 358.32MIN: 180.09 / MAX: 495.08MIN: 317.28 / MAX: 605.871. (CC) gcc options: -pthread
OpenBenchmarking.orgFPS, More Is Betterdav1d 0.6.0Video Input: Summer Nature 1080p2 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 offEPYC 2 7R32Xeon Platinum 8259CLXeon Platinum 8272CLXeon Platinum 8280Xeon Platinum 8375CXeon W-3275M120240360480600Min: 424.59 / Avg: 431.76 / Max: 436.69Min: 366.36 / Avg: 400.24 / Max: 414.18Min: 382.68 / Avg: 391.25 / Max: 407.07Min: 370.53 / Avg: 371.48 / Max: 372.91Min: 387.73 / Avg: 409.88 / Max: 430.94Min: 481.75 / Avg: 500.83 / Max: 536.38Min: 475.87 / Avg: 478.05 / Max: 479.73Min: 673.01 / Avg: 676.16 / Max: 680.36Min: 350.48 / Avg: 353.78 / Max: 356.34Min: 311.85 / Avg: 315.51 / Max: 319.34Min: 322.19 / Avg: 323.2 / Max: 323.92Min: 433.98 / Avg: 444.3 / Max: 453.21Min: 533.25 / Avg: 537.84 / Max: 540.691. (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 32 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 offEPYC 2 7R32Xeon Platinum 8259CLXeon Platinum 8272CLXeon Platinum 8280Xeon Platinum 8375CXeon W-3275M816243240SE +/- 0.08, N = 3SE +/- 0.02, N = 3SE +/- 0.25, N = 6SE +/- 0.02, N = 3SE +/- 0.02, N = 3SE +/- 0.05, N = 3SE +/- 0.26, N = 3SE +/- 0.06, N = 3SE +/- 0.02, N = 3SE +/- 0.09, N = 3SE +/- 0.01, N = 3SE +/- 0.06, N = 3SE +/- 0.01, N = 323.0923.1521.4021.1219.8916.9217.3419.1935.9832.2030.6926.6030.631. (CXX) g++ options: -std=c++11 -fvisibility=hidden -fPIC -fno-strict-aliasing -O3 -rdynamic -lm -lpthread
OpenBenchmarking.orgSeconds, Fewer Is BetterBasis Universal 1.12Settings: UASTC Level 32 x Xeon Platinum 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 offEPYC 2 7R32Xeon Platinum 8259CLXeon Platinum 8272CLXeon Platinum 8280Xeon Platinum 8375CXeon W-3275M816243240Min: 22.95 / Avg: 23.09 / Max: 23.24Min: 23.12 / Avg: 23.15 / Max: 23.18Min: 20.89 / Avg: 21.4 / Max: 22.42Min: 21.09 / Avg: 21.12 / Max: 21.15Min: 19.85 / Avg: 19.89 / Max: 19.91Min: 16.84 / Avg: 16.91 / Max: 17.01Min: 17.08 / Avg: 17.34 / Max: 17.86Min: 19.13 / Avg: 19.19 / Max: 19.31Min: 35.94 / Avg: 35.98 / Max: 36.01Min: 32.1 / Avg: 32.2 / Max: 32.37Min: 30.67 / Avg: 30.69 / Max: 30.71Min: 26.52 / Avg: 26.6 / Max: 26.72Min: 30.62 / Avg: 30.63 / Max: 30.651. (CXX) g++ options: -std=c++11 -fvisibility=hidden -fPIC -fno-strict-aliasing -O3 -rdynamic -lm -lpthread

PostgreSQL pgbench

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

OpenBenchmarking.orgTPS, More Is BetterPostgreSQL pgbench 12.0Scaling: Buffer Test - Test: Normal Load - Mode: Read Only2 x Xeon Platinum 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 offEPYC 2 7R32Xeon Platinum 8259CLXeon Platinum 8272CLXeon Platinum 8280Xeon Platinum 8375CXeon W-3275M200K400K600K800K1000KSE +/- 2473.02, N = 3SE +/- 1194.42, N = 3SE +/- 2758.93, N = 3SE +/- 12996.71, N = 4SE +/- 10457.35, N = 3SE +/- 83725.25, N = 9SE +/- 3241.20, N = 3SE +/- 953.22, N = 3SE +/- 194.45, N = 3SE +/- 2217.17, N = 3SE +/- 1625.61, N = 3SE +/- 3720.11, N = 3SE +/- 3571.60, N = 3795715.31790827.57857060.94873066.76909916.491063447.92735555.97891303.12512031.42546028.34560887.77751908.53567696.511. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -lcrypt -ldl -lm
OpenBenchmarking.orgTPS, More Is BetterPostgreSQL pgbench 12.0Scaling: Buffer Test - Test: Normal Load - Mode: Read Only2 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 offEPYC 2 7R32Xeon Platinum 8259CLXeon Platinum 8272CLXeon Platinum 8280Xeon Platinum 8375CXeon W-3275M200K400K600K800K1000KMin: 791487.07 / Avg: 795715.31 / Max: 800051.82Min: 789522.7 / Avg: 790827.57 / Max: 793212.9Min: 854148.42 / Avg: 857060.94 / Max: 862575.88Min: 854920.98 / Avg: 873066.76 / Max: 911585.01Min: 889390.87 / Avg: 909916.49 / Max: 923656.76Min: 721871.28 / Avg: 1063447.92 / Max: 1260404.67Min: 729424.81 / Avg: 735555.97 / Max: 740444.4Min: 889665.53 / Avg: 891303.12 / Max: 892967.25Min: 511814.6 / Avg: 512031.42 / Max: 512419.43Min: 542676.27 / Avg: 546028.34 / Max: 550218.39Min: 558294.41 / Avg: 560887.77 / Max: 563882.61Min: 744471.21 / Avg: 751908.53 / Max: 755806.67Min: 560577.35 / Avg: 567696.51 / Max: 571763.281. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -lcrypt -ldl -lm

MKL-DNN DNNL

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

OpenBenchmarking.orgms, Fewer Is BetterMKL-DNN DNNL 1.1Harness: Convolution Batch conv_googlenet_v3 - Data Type: u8s8f322 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 offEPYC 2 7R32Xeon Platinum 8259CLXeon Platinum 8272CLXeon Platinum 8280Xeon Platinum 8375CXeon W-3275M160320480640800SE +/- 0.02555, N = 3SE +/- 0.01740, N = 3SE +/- 0.04094, N = 3SE +/- 0.00507, N = 3SE +/- 0.03597, N = 3SE +/- 0.04742, N = 12SE +/- 0.02282, N = 3SE +/- 7.24186, N = 3SE +/- 0.00834, N = 3SE +/- 0.02875, N = 3SE +/- 0.01386, N = 3SE +/- 0.00678, N = 3SE +/- 0.01662, N = 38.747947.636517.797086.825407.460505.354264.71574730.3060012.7059012.0288011.290007.3503813.45040MIN: 698.321. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl
OpenBenchmarking.orgms, Fewer Is BetterMKL-DNN DNNL 1.1Harness: Convolution Batch conv_googlenet_v3 - Data Type: u8s8f322 x Xeon Platinum 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 offEPYC 2 7R32Xeon Platinum 8259CLXeon Platinum 8272CLXeon Platinum 8280Xeon Platinum 8375CXeon W-3275M130260390520650Min: 8.71 / Avg: 8.75 / Max: 8.79Min: 7.62 / Avg: 7.64 / Max: 7.67Min: 7.74 / Avg: 7.8 / Max: 7.88Min: 6.82 / Avg: 6.83 / Max: 6.83Min: 7.4 / Avg: 7.46 / Max: 7.52Min: 4.88 / Avg: 5.35 / Max: 5.47Min: 4.67 / Avg: 4.72 / Max: 4.74Min: 717.38 / Avg: 730.31 / Max: 742.42Min: 12.69 / Avg: 12.71 / Max: 12.72Min: 11.97 / Avg: 12.03 / Max: 12.06Min: 11.27 / Avg: 11.29 / Max: 11.32Min: 7.34 / Avg: 7.35 / Max: 7.36Min: 13.43 / Avg: 13.45 / Max: 13.481. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl

OpenBenchmarking.orgms, Fewer Is BetterMKL-DNN DNNL 1.1Harness: Convolution Batch conv_alexnet - Data Type: u8s8f322 x Xeon Platinum 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 offEPYC 2 7R32Xeon Platinum 8259CLXeon Platinum 8272CLXeon Platinum 8280Xeon Platinum 8375CXeon W-3275M30060090012001500SE +/- 0.24, N = 3SE +/- 0.01, N = 3SE +/- 0.15, N = 3SE +/- 0.05, N = 3SE +/- 0.03, N = 3SE +/- 0.12, N = 3SE +/- 0.01, N = 3SE +/- 2.69, N = 3SE +/- 0.04, N = 3SE +/- 0.06, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.04, N = 322.3819.3720.0918.3919.8112.3310.971301.3630.8827.9826.8417.7231.99MIN: 1286.291. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl
OpenBenchmarking.orgms, Fewer Is BetterMKL-DNN DNNL 1.1Harness: Convolution Batch conv_alexnet - Data Type: u8s8f322 x Xeon Platinum 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 offEPYC 2 7R32Xeon Platinum 8259CLXeon Platinum 8272CLXeon Platinum 8280Xeon Platinum 8375CXeon W-3275M2004006008001000Min: 22.13 / Avg: 22.38 / Max: 22.86Min: 19.35 / Avg: 19.37 / Max: 19.4Min: 19.85 / Avg: 20.09 / Max: 20.37Min: 18.34 / Avg: 18.39 / Max: 18.5Min: 19.76 / Avg: 19.81 / Max: 19.86Min: 12.14 / Avg: 12.33 / Max: 12.54Min: 10.95 / Avg: 10.97 / Max: 10.99Min: 1295.98 / Avg: 1301.36 / Max: 1304.14Min: 30.8 / Avg: 30.88 / Max: 30.92Min: 27.86 / Avg: 27.98 / Max: 28.06Min: 26.8 / Avg: 26.84 / Max: 26.88Min: 17.7 / Avg: 17.72 / Max: 17.74Min: 31.94 / Avg: 31.99 / Max: 32.061. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl

OpenBenchmarking.orgms, Fewer Is BetterMKL-DNN DNNL 1.1Harness: IP Batch All - Data Type: u8s8f322 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 offEPYC 2 7R32Xeon Platinum 8259CLXeon Platinum 8272CLXeon Platinum 8280Xeon Platinum 8375CXeon W-3275M306090120150SE +/- 0.01481, N = 3SE +/- 0.00908, N = 3SE +/- 0.03153, N = 3SE +/- 0.01090, N = 3SE +/- 0.04146, N = 4SE +/- 0.00536, N = 3SE +/- 0.00823, N = 3SE +/- 0.23997, N = 3SE +/- 0.00119, N = 3SE +/- 0.00539, N = 3SE +/- 0.00398, N = 3SE +/- 0.00773, N = 3SE +/- 0.03226, N = 33.048662.781933.296153.105303.110021.446131.49865149.339003.432363.344273.231211.845153.59218MIN: 144.741. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl
OpenBenchmarking.orgms, Fewer Is BetterMKL-DNN DNNL 1.1Harness: IP Batch All - Data Type: u8s8f322 x Xeon Platinum 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 offEPYC 2 7R32Xeon Platinum 8259CLXeon Platinum 8272CLXeon Platinum 8280Xeon Platinum 8375CXeon W-3275M306090120150Min: 3.02 / Avg: 3.05 / Max: 3.08Min: 2.76 / Avg: 2.78 / Max: 2.8Min: 3.24 / Avg: 3.3 / Max: 3.35Min: 3.09 / Avg: 3.11 / Max: 3.12Min: 3 / Avg: 3.11 / Max: 3.2Min: 1.44 / Avg: 1.45 / Max: 1.46Min: 1.49 / Avg: 1.5 / Max: 1.51Min: 148.88 / Avg: 149.34 / Max: 149.7Min: 3.43 / Avg: 3.43 / Max: 3.43Min: 3.33 / Avg: 3.34 / Max: 3.35Min: 3.23 / Avg: 3.23 / Max: 3.24Min: 1.83 / Avg: 1.85 / Max: 1.86Min: 3.53 / Avg: 3.59 / Max: 3.631. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl

OpenBenchmarking.orgms, Fewer Is BetterMKL-DNN DNNL 1.1Harness: Convolution Batch conv_all - Data Type: u8s8f322 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 offEPYC 2 7R32Xeon Platinum 8259CLXeon Platinum 8272CLXeon Platinum 8280Xeon Platinum 8375CXeon W-3275M3K6K9K12K15KSE +/- 1.51, N = 3SE +/- 0.82, N = 3SE +/- 0.32, N = 3SE +/- 1.89, N = 3SE +/- 3.12, N = 3SE +/- 11.98, N = 3SE +/- 0.16, N = 3SE +/- 19.01, N = 3SE +/- 4.13, N = 3SE +/- 9.96, N = 3SE +/- 1.24, N = 3SE +/- 1.48, N = 3SE +/- 15.10, N = 31793.751734.201640.451579.111517.441166.321107.3411728.803402.073089.342846.122125.832967.92MIN: 11565.1MIN: 3393.59MIN: 3035MIN: 2813.78MIN: 2893.121. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl
OpenBenchmarking.orgms, Fewer Is BetterMKL-DNN DNNL 1.1Harness: Convolution Batch conv_all - Data Type: u8s8f322 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 offEPYC 2 7R32Xeon Platinum 8259CLXeon Platinum 8272CLXeon Platinum 8280Xeon Platinum 8375CXeon W-3275M2K4K6K8K10KMin: 1791.44 / Avg: 1793.75 / Max: 1796.6Min: 1732.87 / Avg: 1734.2 / Max: 1735.69Min: 1639.81 / Avg: 1640.45 / Max: 1640.8Min: 1576.52 / Avg: 1579.11 / Max: 1582.79Min: 1513.64 / Avg: 1517.44 / Max: 1523.62Min: 1142.37 / Avg: 1166.32 / Max: 1179.15Min: 1107.03 / Avg: 1107.34 / Max: 1107.56Min: 11690.8 / Avg: 11728.8 / Max: 11749.1Min: 3397.75 / Avg: 3402.07 / Max: 3410.34Min: 3077.64 / Avg: 3089.34 / Max: 3109.16Min: 2843.64 / Avg: 2846.12 / Max: 2847.53Min: 2123.53 / Avg: 2125.83 / Max: 2128.6Min: 2951.08 / Avg: 2967.92 / Max: 2998.051. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl

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 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 offEPYC 2 7R32Xeon Platinum 8259CLXeon Platinum 8272CLXeon Platinum 8280Xeon Platinum 8375CXeon W-3275M306090120150SE +/- 0.65, N = 3SE +/- 1.04, N = 3SE +/- 0.58, N = 3SE +/- 1.87, N = 3SE +/- 1.16, N = 3SE +/- 0.95, N = 3SE +/- 0.33, N = 3SE +/- 0.08, N = 3SE +/- 1.18, N = 8SE +/- 1.58, N = 4SE +/- 1.60, N = 3SE +/- 0.33, N = 3SE +/- 0.15, N = 3117.73135.05123.81140.44122.22108.16113.2972.82117.36117.87118.09103.08123.85
OpenBenchmarking.orgSeconds, Fewer Is BetterDeepSpeech 0.6Acceleration: CPU2 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 offEPYC 2 7R32Xeon Platinum 8259CLXeon Platinum 8272CLXeon Platinum 8280Xeon Platinum 8375CXeon W-3275M306090120150Min: 116.67 / Avg: 117.73 / Max: 118.91Min: 133.71 / Avg: 135.05 / Max: 137.1Min: 123.01 / Avg: 123.81 / Max: 124.95Min: 137.88 / Avg: 140.44 / Max: 144.07Min: 120.31 / Avg: 122.22 / Max: 124.32Min: 106.92 / Avg: 108.16 / Max: 110.03Min: 112.68 / Avg: 113.29 / Max: 113.81Min: 72.65 / Avg: 72.82 / Max: 72.92Min: 109.32 / Avg: 117.36 / Max: 119.07Min: 114.35 / Avg: 117.87 / Max: 120.73Min: 115.85 / Avg: 118.09 / Max: 121.19Min: 102.59 / Avg: 103.08 / Max: 103.7Min: 123.55 / Avg: 123.85 / Max: 124.05

Appleseed

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

OpenBenchmarking.orgSeconds, Fewer Is BetterAppleseed 2.0 BetaScene: Disney Material2 x Xeon 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 offEPYC 2 7R32Xeon Platinum 8259CLXeon Platinum 8272CLXeon Platinum 8280Xeon Platinum 8375CXeon W-3275M30609012015073.5873.2273.5072.8568.6264.7564.9762.43120.17117.15103.8378.58106.64

Timed Linux Kernel Compilation

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

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Linux Kernel Compilation 5.4Time To Compile2 x Xeon Platinum 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 offEPYC 2 7R32Xeon Platinum 8259CLXeon Platinum 8272CLXeon Platinum 8280Xeon Platinum 8375CXeon W-3275M918273645SE +/- 0.23, N = 14SE +/- 0.37, N = 14SE +/- 0.29, N = 13SE +/- 0.28, N = 14SE +/- 0.25, N = 14SE +/- 0.30, N = 13SE +/- 0.32, N = 13SE +/- 0.19, N = 13SE +/- 0.44, N = 7SE +/- 0.40, N = 13SE +/- 0.42, N = 8SE +/- 0.35, N = 13SE +/- 0.35, N = 927.5829.2826.5828.1327.3121.4022.4124.0141.1438.7340.9029.3636.37
OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Linux Kernel Compilation 5.4Time To Compile2 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 offEPYC 2 7R32Xeon Platinum 8259CLXeon Platinum 8272CLXeon Platinum 8280Xeon Platinum 8375CXeon W-3275M918273645Min: 27.22 / Avg: 27.58 / Max: 30.59Min: 28.8 / Avg: 29.28 / Max: 34.08Min: 26.17 / Avg: 26.58 / Max: 30.02Min: 27.76 / Avg: 28.13 / Max: 31.73Min: 26.9 / Avg: 27.31 / Max: 30.54Min: 20.93 / Avg: 21.4 / Max: 24.96Min: 21.93 / Avg: 22.41 / Max: 26.22Min: 23.74 / Avg: 24 / Max: 26.22Min: 40.6 / Avg: 41.14 / Max: 43.77Min: 38.2 / Avg: 38.73 / Max: 43.5Min: 40.35 / Avg: 40.9 / Max: 43.83Min: 28.83 / Avg: 29.36 / Max: 33.5Min: 35.93 / Avg: 36.37 / Max: 39.13

Timed LLVM Compilation

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

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed LLVM Compilation 10.0Time To Compile2 x Xeon Platinum 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 offEPYC 2 7R32Xeon Platinum 8259CLXeon Platinum 8272CLXeon Platinum 8280Xeon Platinum 8375CXeon W-3275M70140210280350SE +/- 1.13, N = 3SE +/- 1.40, N = 3SE +/- 0.90, N = 3SE +/- 0.97, N = 3SE +/- 1.01, N = 3SE +/- 1.19, N = 3SE +/- 0.59, N = 3SE +/- 0.72, N = 3SE +/- 5.07, N = 3SE +/- 1.00, N = 3SE +/- 4.79, N = 3SE +/- 2.77, N = 3SE +/- 2.68, N = 3232.05244.94216.89230.85221.52167.67178.75200.04317.61301.53308.74215.84281.68
OpenBenchmarking.orgSeconds, Fewer Is BetterTimed LLVM Compilation 10.0Time To Compile2 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 offEPYC 2 7R32Xeon Platinum 8259CLXeon Platinum 8272CLXeon Platinum 8280Xeon Platinum 8375CXeon W-3275M60120180240300Min: 229.92 / Avg: 232.05 / Max: 233.75Min: 242.72 / Avg: 244.94 / Max: 247.52Min: 215.14 / Avg: 216.89 / Max: 218.14Min: 229.59 / Avg: 230.85 / Max: 232.77Min: 219.72 / Avg: 221.51 / Max: 223.23Min: 166.47 / Avg: 167.67 / Max: 170.05Min: 177.97 / Avg: 178.75 / Max: 179.91Min: 198.61 / Avg: 200.04 / Max: 200.85Min: 307.46 / Avg: 317.61 / Max: 322.83Min: 300.13 / Avg: 301.53 / Max: 303.47Min: 303.36 / Avg: 308.74 / Max: 318.29Min: 210.46 / Avg: 215.84 / Max: 219.7Min: 276.37 / Avg: 281.68 / Max: 284.93

Nettle

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

OpenBenchmarking.orgMbyte/s, More Is BetterNettle 3.5.1Test: aes2562 x Xeon 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 offEPYC 2 7R32Xeon Platinum 8259CLXeon Platinum 8272CLXeon Platinum 8280Xeon Platinum 8375CXeon W-3275M2K4K6K8K10KSE +/- 24.71, N = 3SE +/- 5.89, N = 3SE +/- 5.48, N = 3SE +/- 2.12, N = 3SE +/- 3.29, N = 3SE +/- 15.44, N = 3SE +/- 31.31, N = 3SE +/- 0.67, N = 3SE +/- 20.53, N = 3SE +/- 9.93, N = 3SE +/- 7.98, N = 3SE +/- 9.18, N = 3SE +/- 39.45, N = 35513.085523.315852.225852.826320.008044.398007.344665.335517.025830.306313.168052.907070.60MIN: 3744.15 / MAX: 9173.02MIN: 3739.77 / MAX: 9132.41MIN: 3943.77 / MAX: 9693.14MIN: 3956.27 / MAX: 9681.61MIN: 4254.97 / MAX: 10469.4MIN: 5265.65 / MAX: 13663.69MIN: 5102.53 / MAX: 13668.47MIN: 3372.31 / MAX: 7239.74MIN: 3740.26 / MAX: 9153.64MIN: 3880.03 / MAX: 9687.65MIN: 4256.89 / MAX: 10467.36MIN: 5267.38 / MAX: 13669.67MIN: 4721.3 / MAX: 11806.111. (CC) gcc options: -O2 -ggdb3 -lnettle -lgmp -lm -lcrypto
OpenBenchmarking.orgMbyte/s, More Is BetterNettle 3.5.1Test: aes2562 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 offEPYC 2 7R32Xeon Platinum 8259CLXeon Platinum 8272CLXeon Platinum 8280Xeon Platinum 8375CXeon W-3275M14002800420056007000Min: 5464.64 / Avg: 5513.08 / Max: 5545.74Min: 5512.18 / Avg: 5523.31 / Max: 5532.23Min: 5841.51 / Avg: 5852.22 / Max: 5859.64Min: 5848.68 / Avg: 5852.82 / Max: 5855.66Min: 6313.64 / Avg: 6320 / Max: 6324.62Min: 8013.52 / Avg: 8044.39 / Max: 8060.02Min: 7945.38 / Avg: 8007.34 / Max: 8046.13Min: 4664.01 / Avg: 4665.33 / Max: 4666.19Min: 5475.95 / Avg: 5517.02 / Max: 5537.71Min: 5814.5 / Avg: 5830.3 / Max: 5848.61Min: 6298.38 / Avg: 6313.16 / Max: 6325.78Min: 8034.68 / Avg: 8052.9 / Max: 8063.98Min: 6994.22 / Avg: 7070.6 / Max: 7125.931. (CC) gcc options: -O2 -ggdb3 -lnettle -lgmp -lm -lcrypto

SVT-AV1

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

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 0.8Encoder Mode: Enc Mode 4 - Input: 1080p2 x Xeon Platinum 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 offEPYC 2 7R32Xeon Platinum 8259CLXeon Platinum 8272CLXeon Platinum 8280Xeon Platinum 8375CXeon W-3275M246810SE +/- 0.002, N = 3SE +/- 0.075, N = 4SE +/- 0.062, N = 3SE +/- 0.081, N = 3SE +/- 0.064, N = 3SE +/- 0.083, N = 3SE +/- 0.110, N = 15SE +/- 0.072, N = 5SE +/- 0.052, N = 3SE +/- 0.052, N = 3SE +/- 0.032, N = 3SE +/- 0.043, N = 15SE +/- 0.023, N = 35.9555.9966.3996.4557.0334.8375.2045.7145.1125.6536.0304.0986.3891. (CXX) g++ options: -fPIE -fPIC -pie
OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 0.8Encoder Mode: Enc Mode 4 - Input: 1080p2 x Xeon Platinum 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 offEPYC 2 7R32Xeon Platinum 8259CLXeon Platinum 8272CLXeon Platinum 8280Xeon Platinum 8375CXeon W-3275M3691215Min: 5.95 / Avg: 5.96 / Max: 5.96Min: 5.82 / Avg: 6 / Max: 6.18Min: 6.33 / Avg: 6.4 / Max: 6.52Min: 6.37 / Avg: 6.46 / Max: 6.62Min: 6.92 / Avg: 7.03 / Max: 7.14Min: 4.67 / Avg: 4.84 / Max: 4.95Min: 4.47 / Avg: 5.2 / Max: 6Min: 5.62 / Avg: 5.71 / Max: 6Min: 5.04 / Avg: 5.11 / Max: 5.22Min: 5.57 / Avg: 5.65 / Max: 5.75Min: 5.98 / Avg: 6.03 / Max: 6.09Min: 3.89 / Avg: 4.1 / Max: 4.4Min: 6.36 / Avg: 6.39 / Max: 6.431. (CXX) g++ options: -fPIE -fPIC -pie

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-aes2 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 offEPYC 2 7R32Xeon Platinum 8259CLXeon Platinum 8272CLXeon Platinum 8280Xeon Platinum 8375CXeon W-3275M7001400210028003500SE +/- 15.23, N = 3SE +/- 0.36, N = 3SE +/- 3.72, N = 3SE +/- 2.42, N = 3SE +/- 1.10, N = 3SE +/- 35.93, N = 15SE +/- 2.03, N = 3SE +/- 0.71, N = 3SE +/- 12.50, N = 3SE +/- 12.97, N = 3SE +/- 0.87, N = 3SE +/- 2.47, N = 3SE +/- 24.77, N = 32497.862516.872654.232657.682868.691963.031909.432046.352492.482661.612867.481909.603207.981. (CC) gcc options: -O2 -ggdb3 -lnettle -lgmp -lm -lcrypto
OpenBenchmarking.orgMbyte/s, More Is BetterNettle 3.5.1Test: poly1305-aes2 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 offEPYC 2 7R32Xeon Platinum 8259CLXeon Platinum 8272CLXeon Platinum 8280Xeon Platinum 8375CXeon W-3275M6001200180024003000Min: 2468.03 / Avg: 2497.86 / Max: 2518.09Min: 2516.19 / Avg: 2516.87 / Max: 2517.41Min: 2650.24 / Avg: 2654.23 / Max: 2661.67Min: 2652.88 / Avg: 2657.68 / Max: 2660.67Min: 2867.47 / Avg: 2868.69 / Max: 2870.88Min: 1903.07 / Avg: 1963.03 / Max: 2307.15Min: 1905.39 / Avg: 1909.43 / Max: 1911.78Min: 2045.04 / Avg: 2046.35 / Max: 2047.5Min: 2467.78 / Avg: 2492.48 / Max: 2508.13Min: 2639 / Avg: 2661.61 / Max: 2683.91Min: 2866.43 / Avg: 2867.48 / Max: 2869.22Min: 1905.19 / Avg: 1909.6 / Max: 1913.74Min: 3158.5 / Avg: 3207.98 / Max: 3234.911. (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_linearridgeregression2 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 offEPYC 2 7R32Xeon Platinum 8259CLXeon Platinum 8272CLXeon Platinum 8280Xeon Platinum 8375CXeon W-3275M0.61881.23761.85642.47523.094SE +/- 0.02, N = 15SE +/- 0.02, N = 12SE +/- 0.03, N = 3SE +/- 0.02, N = 9SE +/- 0.03, N = 3SE +/- 0.02, N = 10SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.02, N = 15SE +/- 0.03, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 32.302.422.162.131.822.602.751.792.001.911.672.541.99
OpenBenchmarking.orgSeconds, Fewer Is BetterMlpack BenchmarkBenchmark: scikit_linearridgeregression2 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 offEPYC 2 7R32Xeon Platinum 8259CLXeon Platinum 8272CLXeon Platinum 8280Xeon Platinum 8375CXeon W-3275M246810Min: 2.18 / Avg: 2.3 / Max: 2.47Min: 2.33 / Avg: 2.42 / Max: 2.51Min: 2.11 / Avg: 2.16 / Max: 2.22Min: 1.99 / Avg: 2.13 / Max: 2.22Min: 1.79 / Avg: 1.82 / Max: 1.88Min: 2.44 / Avg: 2.6 / Max: 2.74Min: 2.73 / Avg: 2.75 / Max: 2.77Min: 1.75 / Avg: 1.79 / Max: 1.83Min: 1.75 / Avg: 2 / Max: 2.1Min: 1.87 / Avg: 1.91 / Max: 1.96Min: 1.64 / Avg: 1.67 / Max: 1.7Min: 2.53 / Avg: 2.54 / Max: 2.55Min: 1.96 / Avg: 1.99 / Max: 2.03

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 off2 x Xeon Platinum 82802 x Xeon Platinum 8375C2 x Xeon Platinum 8375C NUMA offEPYC 2 7R32Xeon Platinum 8259CLXeon Platinum 8272CLXeon Platinum 8280Xeon Platinum 8375CXeon W-3275M1020304050SE +/- 0.54, N = 12SE +/- 0.19, N = 3SE +/- 0.50, N = 5SE +/- 0.60, N = 3SE +/- 0.34, N = 3SE +/- 0.31, N = 8SE +/- 0.40, N = 3SE +/- 0.28, N = 3SE +/- 0.12, N = 3SE +/- 0.20, N = 3SE +/- 0.29, N = 3SE +/- 0.07, N = 3SE +/- 0.18, N = 342.8841.2940.6440.3538.3529.9229.5339.5431.9831.5130.4526.5132.65
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 off2 x Xeon Platinum 82802 x Xeon Platinum 8375C2 x Xeon Platinum 8375C NUMA offEPYC 2 7R32Xeon Platinum 8259CLXeon Platinum 8272CLXeon Platinum 8280Xeon Platinum 8375CXeon W-3275M918273645Min: 40.65 / Avg: 42.88 / Max: 47Min: 40.91 / Avg: 41.29 / Max: 41.5Min: 39.68 / Avg: 40.64 / Max: 42.42Min: 39.48 / Avg: 40.35 / Max: 41.51Min: 37.69 / Avg: 38.35 / Max: 38.8Min: 28.48 / Avg: 29.92 / Max: 31.46Min: 28.75 / Avg: 29.53 / Max: 30.03Min: 39.11 / Avg: 39.54 / Max: 40.08Min: 31.77 / Avg: 31.98 / Max: 32.17Min: 31.15 / Avg: 31.51 / Max: 31.85Min: 30.04 / Avg: 30.45 / Max: 31.01Min: 26.38 / Avg: 26.51 / Max: 26.64Min: 32.3 / Avg: 32.65 / Max: 32.89

dav1d

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

OpenBenchmarking.orgFPS, More Is Betterdav1d 0.6.0Video Input: Summer Nature 4K2 x Xeon 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 offEPYC 2 7R32Xeon Platinum 8259CLXeon Platinum 8272CLXeon Platinum 8280Xeon Platinum 8375CXeon W-3275M70140210280350SE +/- 1.73, N = 3SE +/- 1.78, N = 3SE +/- 2.41, N = 3SE +/- 2.74, N = 3SE +/- 3.68, N = 3SE +/- 1.25, N = 3SE +/- 2.46, N = 8SE +/- 0.98, N = 3SE +/- 1.31, N = 3SE +/- 0.71, N = 3SE +/- 1.15, N = 3SE +/- 1.86, N = 3SE +/- 1.20, N = 3215.64212.99216.00211.05221.31251.63246.96321.17205.63208.50199.08247.86256.60MIN: 93.88 / MAX: 236.99MIN: 89.5 / MAX: 233.99MIN: 87.7 / MAX: 239.38MIN: 77.75 / MAX: 238.31MIN: 81.4 / MAX: 247.6MIN: 70.21 / MAX: 290.5MIN: 58.67 / MAX: 300.85MIN: 150.11 / MAX: 347.95MIN: 134.32 / MAX: 229.88MIN: 127.92 / MAX: 223.11MIN: 121.12 / MAX: 214.69MIN: 139.62 / MAX: 276.02MIN: 164.1 / MAX: 284.351. (CC) gcc options: -pthread
OpenBenchmarking.orgFPS, More Is Betterdav1d 0.6.0Video Input: Summer Nature 4K2 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 offEPYC 2 7R32Xeon Platinum 8259CLXeon Platinum 8272CLXeon Platinum 8280Xeon Platinum 8375CXeon W-3275M60120180240300Min: 212.22 / Avg: 215.64 / Max: 217.84Min: 210.97 / Avg: 212.99 / Max: 216.54Min: 213.41 / Avg: 216 / Max: 220.82Min: 205.57 / Avg: 211.05 / Max: 213.84Min: 214.25 / Avg: 221.31 / Max: 226.63Min: 249.73 / Avg: 251.63 / Max: 253.98Min: 241.45 / Avg: 246.96 / Max: 263.56Min: 319.59 / Avg: 321.17 / Max: 322.97Min: 203.9 / Avg: 205.63 / Max: 208.19Min: 207.73 / Avg: 208.5 / Max: 209.91Min: 197.01 / Avg: 199.08 / Max: 201.01Min: 244.28 / Avg: 247.86 / Max: 250.49Min: 254.55 / Avg: 256.6 / Max: 258.711. (CC) gcc options: -pthread

SVT-AV1

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

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 0.8Encoder Mode: Enc Mode 8 - Input: 1080p2 x Xeon Platinum 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 offEPYC 2 7R32Xeon Platinum 8259CLXeon Platinum 8272CLXeon Platinum 8280Xeon Platinum 8375CXeon W-3275M1530456075SE +/- 0.13, N = 3SE +/- 0.29, N = 3SE +/- 0.35, N = 3SE +/- 0.43, N = 3SE +/- 0.67, N = 3SE +/- 0.58, N = 15SE +/- 1.09, N = 3SE +/- 0.77, N = 3SE +/- 0.35, N = 3SE +/- 0.37, N = 3SE +/- 0.07, N = 3SE +/- 0.53, N = 5SE +/- 0.46, N = 353.0452.3154.1453.9656.9865.3067.0854.4746.8751.5951.9241.8453.821. (CXX) g++ options: -fPIE -fPIC -pie
OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 0.8Encoder Mode: Enc Mode 8 - Input: 1080p2 x Xeon Platinum 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 offEPYC 2 7R32Xeon Platinum 8259CLXeon Platinum 8272CLXeon Platinum 8280Xeon Platinum 8375CXeon W-3275M1326395265Min: 52.89 / Avg: 53.04 / Max: 53.3Min: 51.94 / Avg: 52.31 / Max: 52.88Min: 53.52 / Avg: 54.14 / Max: 54.72Min: 53.13 / Avg: 53.96 / Max: 54.56Min: 55.92 / Avg: 56.98 / Max: 58.22Min: 60.38 / Avg: 65.3 / Max: 69.04Min: 65.21 / Avg: 67.08 / Max: 69Min: 52.99 / Avg: 54.47 / Max: 55.58Min: 46.23 / Avg: 46.87 / Max: 47.41Min: 51.03 / Avg: 51.59 / Max: 52.29Min: 51.78 / Avg: 51.92 / Max: 51.99Min: 40.08 / Avg: 41.84 / Max: 42.84Min: 52.9 / Avg: 53.82 / Max: 54.371. (CXX) g++ options: -fPIE -fPIC -pie

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: chacha2 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 offEPYC 2 7R32Xeon Platinum 8259CLXeon Platinum 8272CLXeon Platinum 8280Xeon Platinum 8375CXeon W-3275M30060090012001500SE +/- 4.50, N = 3SE +/- 4.18, N = 3SE +/- 0.37, N = 3SE +/- 0.28, N = 3SE +/- 0.37, N = 3SE +/- 8.54, N = 3SE +/- 6.97, N = 3SE +/- 0.08, N = 3SE +/- 1.52, N = 3SE +/- 2.25, N = 3SE +/- 0.86, N = 3SE +/- 9.77, N = 3SE +/- 5.99, N = 3917.75917.51974.46975.081051.94821.18815.18750.36920.51970.381051.11822.111172.15MIN: 461.99 / MAX: 2517.41MIN: 463.47 / MAX: 2517.16MIN: 494.65 / MAX: 2659.52MIN: 495.02 / MAX: 2662.01MIN: 535.04 / MAX: 2870.94MIN: 418.33 / MAX: 2284.8MIN: 418.76 / MAX: 2286.72MIN: 382.32 / MAX: 2047.21MIN: 461.1 / MAX: 2517.2MIN: 491.16 / MAX: 2661.13MIN: 532.77 / MAX: 2871.25MIN: 419.2 / MAX: 2294.54MIN: 567.45 / MAX: 3234.291. (CC) gcc options: -O2 -ggdb3 -lnettle -lgmp -lm -lcrypto
OpenBenchmarking.orgMbyte/s, More Is BetterNettle 3.5.1Test: chacha2 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 offEPYC 2 7R32Xeon Platinum 8259CLXeon Platinum 8272CLXeon Platinum 8280Xeon Platinum 8375CXeon W-3275M2004006008001000Min: 908.75 / Avg: 917.75 / Max: 922.25Min: 909.16 / Avg: 917.5 / Max: 921.92Min: 973.75 / Avg: 974.46 / Max: 974.97Min: 974.53 / Avg: 975.08 / Max: 975.37Min: 1051.27 / Avg: 1051.94 / Max: 1052.56Min: 804.09 / Avg: 821.18 / Max: 829.9Min: 807.25 / Avg: 815.18 / Max: 829.08Min: 750.2 / Avg: 750.36 / Max: 750.46Min: 917.48 / Avg: 920.51 / Max: 922.1Min: 965.97 / Avg: 970.38 / Max: 973.37Min: 1049.66 / Avg: 1051.11 / Max: 1052.62Min: 802.56 / Avg: 822.11 / Max: 832.09Min: 1160.25 / Avg: 1172.15 / Max: 1179.221. (CC) gcc options: -O2 -ggdb3 -lnettle -lgmp -lm -lcrypto

Timed MrBayes Analysis

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

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed MrBayes Analysis 3.2.7Primate Phylogeny Analysis2 x Xeon Platinum 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 offEPYC 2 7R32Xeon Platinum 8259CLXeon Platinum 8272CLXeon Platinum 8280Xeon Platinum 8375CXeon W-3275M306090120150SE +/- 0.32, N = 3SE +/- 1.87, N = 3SE +/- 0.99, N = 3SE +/- 0.45, N = 3SE +/- 0.37, N = 3SE +/- 0.68, N = 3SE +/- 0.96, N = 12SE +/- 0.68, N = 3SE +/- 0.18, N = 3SE +/- 0.09, N = 3SE +/- 0.01, N = 3SE +/- 0.43, N = 3SE +/- 0.13, N = 3139.75141.90135.00134.88129.99101.87103.1192.36138.85133.48128.8599.69143.35-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-msse4a -msha-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-mavx512f -mavx512cd -mavx512vl -mavx512bw -mavx512dq -mmpx -lreadline1. (CC) gcc options: -mmmx -msse -msse2 -msse3 -mssse3 -msse4.1 -msse4.2 -maes -mavx -mfma -mavx2 -mrdrnd -mbmi -mbmi2 -madx -mabm -O3 -std=c99 -pedantic -lm
OpenBenchmarking.orgSeconds, Fewer Is BetterTimed MrBayes Analysis 3.2.7Primate Phylogeny Analysis2 x Xeon Platinum 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 offEPYC 2 7R32Xeon Platinum 8259CLXeon Platinum 8272CLXeon Platinum 8280Xeon Platinum 8375CXeon W-3275M306090120150Min: 139.11 / Avg: 139.75 / Max: 140.09Min: 139.92 / Avg: 141.9 / Max: 145.63Min: 133.97 / Avg: 135 / Max: 136.98Min: 134.21 / Avg: 134.88 / Max: 135.74Min: 129.3 / Avg: 129.99 / Max: 130.57Min: 100.95 / Avg: 101.87 / Max: 103.19Min: 100.36 / Avg: 103.11 / Max: 113.25Min: 91.04 / Avg: 92.36 / Max: 93.3Min: 138.48 / Avg: 138.85 / Max: 139.04Min: 133.39 / Avg: 133.48 / Max: 133.66Min: 128.84 / Avg: 128.85 / Max: 128.87Min: 99.07 / Avg: 99.69 / Max: 100.51Min: 143.12 / Avg: 143.35 / Max: 143.561. (CC) gcc options: -mmmx -msse -msse2 -msse3 -mssse3 -msse4.1 -msse4.2 -maes -mavx -mfma -mavx2 -mrdrnd -mbmi -mbmi2 -madx -mabm -O3 -std=c99 -pedantic -lm

Mlpack Benchmark

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

OpenBenchmarking.orgSeconds, Fewer Is BetterMlpack BenchmarkBenchmark: scikit_ica2 x Xeon Platinum 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 offEPYC 2 7R32Xeon Platinum 8259CLXeon Platinum 8272CLXeon Platinum 8280Xeon Platinum 8375CXeon W-3275M1530456075SE +/- 0.80, N = 3SE +/- 0.35, N = 3SE +/- 0.40, N = 3SE +/- 0.52, N = 3SE +/- 0.59, N = 3SE +/- 0.17, N = 3SE +/- 0.34, N = 3SE +/- 0.48, N = 15SE +/- 0.34, N = 3SE +/- 0.06, N = 3SE +/- 0.21, N = 3SE +/- 0.12, N = 3SE +/- 0.11, N = 358.4857.6954.8455.9063.3544.6844.0349.4761.2058.5767.3645.5054.91
OpenBenchmarking.orgSeconds, Fewer Is BetterMlpack BenchmarkBenchmark: scikit_ica2 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 offEPYC 2 7R32Xeon Platinum 8259CLXeon Platinum 8272CLXeon Platinum 8280Xeon Platinum 8375CXeon W-3275M1326395265Min: 56.89 / Avg: 58.48 / Max: 59.36Min: 57.29 / Avg: 57.69 / Max: 58.39Min: 54.09 / Avg: 54.84 / Max: 55.45Min: 55.35 / Avg: 55.9 / Max: 56.94Min: 62.17 / Avg: 63.35 / Max: 64.03Min: 44.36 / Avg: 44.68 / Max: 44.93Min: 43.38 / Avg: 44.03 / Max: 44.54Min: 47.76 / Avg: 49.47 / Max: 54.18Min: 60.55 / Avg: 61.2 / Max: 61.69Min: 58.49 / Avg: 58.57 / Max: 58.69Min: 66.96 / Avg: 67.36 / Max: 67.67Min: 45.31 / Avg: 45.5 / Max: 45.73Min: 54.72 / Avg: 54.91 / Max: 55.09

Appleseed

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

OpenBenchmarking.orgSeconds, Fewer Is BetterAppleseed 2.0 BetaScene: Emily2 x Xeon 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 offEPYC 2 7R32Xeon Platinum 8259CLXeon Platinum 8272CLXeon Platinum 8280Xeon Platinum 8375CXeon W-3275M50100150200250161.85163.71162.50161.38154.98214.95213.51147.69219.32211.94197.65156.22196.93

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 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 offEPYC 2 7R32Xeon Platinum 8259CLXeon Platinum 8272CLXeon Platinum 8280Xeon Platinum 8375CXeon W-3275M4080120160200SE +/- 0.45, N = 3SE +/- 0.27, N = 3SE +/- 0.52, N = 3SE +/- 0.18, N = 3SE +/- 0.17, N = 3SE +/- 0.21, N = 3SE +/- 0.09, N = 3SE +/- 0.08, N = 3SE +/- 0.11, N = 3SE +/- 0.11, N = 3SE +/- 0.17, N = 3SE +/- 0.22, N = 3SE +/- 0.08, N = 3129.69146.44143.65159.50142.70140.61149.86108.68132.23142.50144.64139.36134.82
OpenBenchmarking.orgSeconds, Fewer Is BetterTimed GDB GNU Debugger Compilation 9.1Time To Compile2 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 offEPYC 2 7R32Xeon Platinum 8259CLXeon Platinum 8272CLXeon Platinum 8280Xeon Platinum 8375CXeon W-3275M306090120150Min: 129.04 / Avg: 129.69 / Max: 130.54Min: 145.9 / Avg: 146.44 / Max: 146.73Min: 142.62 / Avg: 143.64 / Max: 144.32Min: 159.14 / Avg: 159.5 / Max: 159.72Min: 142.38 / Avg: 142.7 / Max: 142.95Min: 140.26 / Avg: 140.61 / Max: 140.98Min: 149.76 / Avg: 149.86 / Max: 150.04Min: 108.51 / Avg: 108.68 / Max: 108.79Min: 132.05 / Avg: 132.23 / Max: 132.44Min: 142.3 / Avg: 142.5 / Max: 142.7Min: 144.31 / Avg: 144.64 / Max: 144.89Min: 138.96 / Avg: 139.36 / Max: 139.72Min: 134.71 / Avg: 134.82 / Max: 134.97

PHPBench

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

OpenBenchmarking.orgScore, More Is BetterPHPBench 0.8.1PHP Benchmark Suite2 x Xeon 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 offEPYC 2 7R32Xeon Platinum 8259CLXeon Platinum 8272CLXeon Platinum 8280Xeon Platinum 8375CXeon W-3275M160K320K480K640K800KSE +/- 961.65, N = 3SE +/- 377.70, N = 3SE +/- 505.94, N = 3SE +/- 894.52, N = 3SE +/- 884.68, N = 3SE +/- 3064.50, N = 3SE +/- 1813.04, N = 3SE +/- 1283.26, N = 3SE +/- 778.31, N = 3SE +/- 1286.95, N = 3SE +/- 425.09, N = 3SE +/- 307.66, N = 3SE +/- 1014.34, N = 3573483574348606548606436649693708571704453500524569793604857649164712140734339
OpenBenchmarking.orgScore, More Is BetterPHPBench 0.8.1PHP Benchmark Suite2 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 offEPYC 2 7R32Xeon Platinum 8259CLXeon Platinum 8272CLXeon Platinum 8280Xeon Platinum 8375CXeon W-3275M130K260K390K520K650KMin: 571806 / Avg: 573483 / Max: 575137Min: 573893 / Avg: 574348.33 / Max: 575098Min: 605541 / Avg: 606548.33 / Max: 607135Min: 605405 / Avg: 606436.33 / Max: 608218Min: 648043 / Avg: 649693.33 / Max: 651071Min: 702442 / Avg: 708571 / Max: 711642Min: 700827 / Avg: 704453 / Max: 706287Min: 498182 / Avg: 500524.33 / Max: 502604Min: 568296 / Avg: 569793 / Max: 570911Min: 602724 / Avg: 604856.67 / Max: 607171Min: 648353 / Avg: 649164.33 / Max: 649790Min: 711781 / Avg: 712139.67 / Max: 712752Min: 732922 / Avg: 734339.33 / Max: 736305

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 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 offEPYC 2 7R32Xeon Platinum 8259CLXeon Platinum 8272CLXeon Platinum 8280Xeon Platinum 8375CXeon W-3275M30060090012001500SE +/- 1.53, N = 3SE +/- 11.50, N = 3SE +/- 1.00, N = 3SE +/- 1.53, N = 3SE +/- 0.67, N = 3SE +/- 0.88, N = 3SE +/- 0.58, N = 3SE +/- 0.58, N = 3SE +/- 1.45, N = 31011966105810221124132012911266108911451224141212981. (CXX) g++ options: -pthread -fomit-frame-pointer -fstrict-aliasing -ffast-math -O3
OpenBenchmarking.orgMB/s, More Is Betterlzbench 1.8Test: Zstd 8 - Process: Decompression2 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 offEPYC 2 7R32Xeon Platinum 8259CLXeon Platinum 8272CLXeon Platinum 8280Xeon Platinum 8375CXeon W-3275M2004006008001000Min: 1009 / Avg: 1011 / Max: 1014Min: 943 / Avg: 966 / Max: 978Min: 1021 / Avg: 1022 / Max: 1024Min: 1122 / Avg: 1124 / Max: 1127Min: 1088 / Avg: 1089.33 / Max: 1090Min: 1144 / Avg: 1145.33 / Max: 1147Min: 1223 / Avg: 1224 / Max: 1225Min: 1411 / Avg: 1412 / Max: 1413Min: 1296 / Avg: 1298.33 / Max: 13011. (CXX) g++ options: -pthread -fomit-frame-pointer -fstrict-aliasing -ffast-math -O3

PyPerformance

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

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: django_template2 x Xeon Platinum 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 offEPYC 2 7R32Xeon Platinum 8259CLXeon Platinum 8272CLXeon Platinum 8280Xeon Platinum 8375CXeon W-3275M1530456075SE +/- 0.09, N = 3SE +/- 0.07, N = 3SE +/- 0.00, N = 3SE +/- 0.07, N = 3SE +/- 0.07, N = 3SE +/- 0.75, N = 15SE +/- 0.50, N = 3SE +/- 0.09, N = 3SE +/- 0.07, N = 3SE +/- 0.09, N = 3SE +/- 0.06, N = 3SE +/- 0.35, N = 3SE +/- 0.67, N = 364.264.160.660.845.963.265.366.464.160.646.265.449.9
OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: django_template2 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 offEPYC 2 7R32Xeon Platinum 8259CLXeon Platinum 8272CLXeon Platinum 8280Xeon Platinum 8375CXeon W-3275M1326395265Min: 64 / Avg: 64.17 / Max: 64.3Min: 64 / Avg: 64.07 / Max: 64.2Min: 60.6 / Avg: 60.6 / Max: 60.6Min: 60.7 / Avg: 60.77 / Max: 60.9Min: 45.8 / Avg: 45.87 / Max: 46Min: 57.6 / Avg: 63.24 / Max: 67.8Min: 64.3 / Avg: 65.3 / Max: 65.9Min: 66.2 / Avg: 66.37 / Max: 66.5Min: 64 / Avg: 64.13 / Max: 64.2Min: 60.4 / Avg: 60.57 / Max: 60.7Min: 46.1 / Avg: 46.2 / Max: 46.3Min: 64.8 / Avg: 65.37 / Max: 66Min: 49.1 / Avg: 49.87 / Max: 51.2

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 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 offEPYC 2 7R32Xeon Platinum 8259CLXeon Platinum 8272CLXeon Platinum 8280Xeon Platinum 8375CXeon W-3275M3691215SE +/- 0.039, N = 3SE +/- 0.043, N = 3SE +/- 0.025, N = 3SE +/- 0.047, N = 3SE +/- 0.122, N = 3SE +/- 0.032, N = 3SE +/- 0.058, N = 3SE +/- 0.037, N = 3SE +/- 0.056, N = 3SE +/- 0.026, N = 3SE +/- 0.042, N = 3SE +/- 0.053, N = 3SE +/- 0.035, N = 312.45912.95411.76312.0559.3929.3329.47210.41912.08811.2129.1279.5669.661
OpenBenchmarking.orgSeconds, Fewer Is BetterScikit-Learn 0.22.12 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 offEPYC 2 7R32Xeon Platinum 8259CLXeon Platinum 8272CLXeon Platinum 8280Xeon Platinum 8375CXeon W-3275M48121620Min: 12.39 / Avg: 12.46 / Max: 12.53Min: 12.91 / Avg: 12.95 / Max: 13.04Min: 11.72 / Avg: 11.76 / Max: 11.8Min: 11.97 / Avg: 12.06 / Max: 12.14Min: 9.19 / Avg: 9.39 / Max: 9.61Min: 9.27 / Avg: 9.33 / Max: 9.37Min: 9.36 / Avg: 9.47 / Max: 9.55Min: 10.37 / Avg: 10.42 / Max: 10.49Min: 12 / Avg: 12.09 / Max: 12.19Min: 11.17 / Avg: 11.21 / Max: 11.26Min: 9.06 / Avg: 9.13 / Max: 9.2Min: 9.5 / Avg: 9.57 / Max: 9.67Min: 9.62 / Avg: 9.66 / Max: 9.73

Renaissance

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

OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.10.0Test: Scala Dotty2 x Xeon 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 offEPYC 2 7R32Xeon Platinum 8259CLXeon Platinum 8272CLXeon Platinum 8280Xeon Platinum 8375CXeon W-3275M2K4K6K8K10KSE +/- 20.56, N = 5SE +/- 54.97, N = 5SE +/- 29.10, N = 5SE +/- 75.43, N = 8SE +/- 56.89, N = 13SE +/- 114.80, N = 25SE +/- 117.56, N = 25SE +/- 29.54, N = 5SE +/- 35.89, N = 5SE +/- 26.00, N = 5SE +/- 19.31, N = 5SE +/- 89.20, N = 5SE +/- 31.93, N = 57256.927566.346956.907347.086890.619329.439170.226577.347200.756900.196664.258999.776970.90
OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.10.0Test: Scala Dotty2 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 offEPYC 2 7R32Xeon Platinum 8259CLXeon Platinum 8272CLXeon Platinum 8280Xeon Platinum 8375CXeon W-3275M16003200480064008000Min: 7179.99 / Avg: 7256.92 / Max: 7299.88Min: 7430.71 / Avg: 7566.34 / Max: 7748.52Min: 6897.77 / Avg: 6956.9 / Max: 7067.41Min: 7219.92 / Avg: 7347.08 / Max: 7867.21Min: 6633.44 / Avg: 6890.61 / Max: 7222.02Min: 7953.73 / Avg: 9329.43 / Max: 10245.75Min: 7943.15 / Avg: 9170.21 / Max: 10062.61Min: 6535.3 / Avg: 6577.34 / Max: 6691.79Min: 7071.14 / Avg: 7200.75 / Max: 7290.46Min: 6804.7 / Avg: 6900.19 / Max: 6947.99Min: 6625.19 / Avg: 6664.25 / Max: 6730.91Min: 8725.95 / Avg: 8999.77 / Max: 9230.82Min: 6856.98 / Avg: 6970.9 / Max: 7034.61

PyPerformance

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

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: float2 x Xeon 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 8259CLXeon Platinum 8280Xeon Platinum 8375CXeon W-3275M306090120150SE +/- 0.33, N = 3SE +/- 0.67, N = 3SE +/- 0.33, N = 3SE +/- 0.12, N = 3123.0123.0117.0117.0109.0133.0134.0122.0109.0134.094.5
OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: float2 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 8259CLXeon Platinum 8280Xeon Platinum 8375CXeon W-3275M306090120150Min: 123 / Avg: 123.33 / Max: 124Min: 132 / Avg: 133.33 / Max: 134Min: 122 / Avg: 122.33 / Max: 123Min: 94.3 / Avg: 94.53 / Max: 94.7

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 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 offEPYC 2 7R32Xeon Platinum 8259CLXeon Platinum 8272CLXeon Platinum 8280Xeon Platinum 8375CXeon W-3275M3691215SE +/- 0.094, N = 15SE +/- 0.128, N = 5SE +/- 0.093, N = 15SE +/- 0.111, N = 7SE +/- 0.148, N = 3SE +/- 0.111, N = 12SE +/- 0.058, N = 15SE +/- 0.062, N = 15SE +/- 0.128, N = 3SE +/- 0.062, N = 14SE +/- 0.016, N = 3SE +/- 0.071, N = 13SE +/- 0.023, N = 39.94910.2949.65310.0889.1378.1798.4229.2309.6728.3078.2037.2838.380-llzma1. (CC) gcc options: -O3 -pthread -lz
OpenBenchmarking.orgSeconds, Fewer Is BetterZstd Compression 1.3.4Compressing ubuntu-16.04.3-server-i386.img, Compression Level 192 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 offEPYC 2 7R32Xeon Platinum 8259CLXeon Platinum 8272CLXeon Platinum 8280Xeon Platinum 8375CXeon W-3275M3691215Min: 9.25 / Avg: 9.95 / Max: 10.7Min: 10.14 / Avg: 10.29 / Max: 10.8Min: 8.87 / Avg: 9.65 / Max: 10.6Min: 9.93 / Avg: 10.09 / Max: 10.75Min: 8.85 / Avg: 9.14 / Max: 9.34Min: 7.85 / Avg: 8.18 / Max: 9.3Min: 8.29 / Avg: 8.42 / Max: 9.16Min: 9.12 / Avg: 9.23 / Max: 10.09Min: 9.52 / Avg: 9.67 / Max: 9.93Min: 8.2 / Avg: 8.31 / Max: 9.11Min: 8.18 / Avg: 8.2 / Max: 8.23Min: 7.19 / Avg: 7.28 / Max: 8.13Min: 8.34 / Avg: 8.38 / Max: 8.421. (CC) gcc options: -O3 -pthread -lz

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 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 offEPYC 2 7R32Xeon Platinum 8259CLXeon Platinum 8272CLXeon Platinum 8280Xeon Platinum 8375CXeon W-3275M120240360480600SE +/- 2.61, N = 3SE +/- 1.80, N = 3SE +/- 0.19, N = 3SE +/- 0.20, N = 3SE +/- 0.97, N = 3SE +/- 9.89, N = 15SE +/- 0.13, N = 3SE +/- 0.28, N = 3SE +/- 2.12, N = 3SE +/- 1.50, N = 3SE +/- 0.15, N = 3SE +/- 0.08, N = 3SE +/- 2.72, N = 3437.62438.23465.18465.40500.98456.39396.53478.09436.73462.78501.98396.69550.931. (CC) gcc options: -O2 -ggdb3 -lnettle -lgmp -lm -lcrypto
OpenBenchmarking.orgMbyte/s, More Is BetterNettle 3.5.1Test: sha5122 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 offEPYC 2 7R32Xeon Platinum 8259CLXeon Platinum 8272CLXeon Platinum 8280Xeon Platinum 8375CXeon W-3275M100200300400500Min: 432.41 / Avg: 437.62 / Max: 440.54Min: 434.63 / Avg: 438.23 / Max: 440.18Min: 464.87 / Avg: 465.18 / Max: 465.54Min: 465.02 / Avg: 465.4 / Max: 465.67Min: 499.04 / Avg: 500.98 / Max: 501.99Min: 391.06 / Avg: 456.39 / Max: 479.03Min: 396.28 / Avg: 396.53 / Max: 396.69Min: 477.59 / Avg: 478.09 / Max: 478.54Min: 432.7 / Avg: 436.73 / Max: 439.88Min: 460.11 / Avg: 462.78 / Max: 465.31Min: 501.69 / Avg: 501.98 / Max: 502.15Min: 396.54 / Avg: 396.69 / Max: 396.79Min: 546.06 / Avg: 550.93 / Max: 555.471. (CC) gcc options: -O2 -ggdb3 -lnettle -lgmp -lm -lcrypto

Radiance Benchmark

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

OpenBenchmarking.orgSeconds, Fewer Is BetterRadiance Benchmark 5.0Test: SMP Parallel2 x Xeon Platinum 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 offEPYC 2 7R32Xeon Platinum 8259CLXeon Platinum 8272CLXeon Platinum 8280Xeon Platinum 8375CXeon W-3275M60120180240300258.34255.59246.16241.06226.08200.80198.50219.65273.13257.23235.00201.22219.84

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: Compression2 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 offEPYC 2 7R32Xeon Platinum 8259CLXeon Platinum 8272CLXeon Platinum 8280Xeon Platinum 8375CXeon W-3275M20406080100SE +/- 0.33, N = 3SE +/- 0.33, N = 3SE +/- 0.33, N = 3SE +/- 1.00, N = 3SE +/- 0.58, N = 3SE +/- 0.33, N = 3SE +/- 1.00, N = 388869393961061098191971011111091. (CXX) g++ options: -pthread -fomit-frame-pointer -fstrict-aliasing -ffast-math -O3
OpenBenchmarking.orgMB/s, More Is Betterlzbench 1.8Test: Crush 0 - Process: Compression2 x Xeon 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 offEPYC 2 7R32Xeon Platinum 8259CLXeon Platinum 8272CLXeon Platinum 8280Xeon Platinum 8375CXeon W-3275M20406080100Min: 87 / Avg: 87.67 / Max: 88Min: 93 / Avg: 93.33 / Max: 94Min: 106 / Avg: 106.33 / Max: 107Min: 108 / Avg: 109 / Max: 111Min: 80 / Avg: 81 / Max: 82Min: 100 / Avg: 100.67 / Max: 101Min: 108 / Avg: 109 / Max: 1111. (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 Compile2 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 offEPYC 2 7R32Xeon Platinum 8259CLXeon Platinum 8272CLXeon Platinum 8280Xeon Platinum 8375CXeon W-3275M20406080100SE +/- 0.49, N = 3SE +/- 0.19, N = 3SE +/- 0.46, N = 3SE +/- 0.62, N = 3SE +/- 0.09, N = 3SE +/- 0.58, N = 3SE +/- 0.14, N = 3SE +/- 0.40, N = 3SE +/- 0.03, N = 3SE +/- 0.42, N = 3SE +/- 0.13, N = 3SE +/- 0.18, N = 3SE +/- 0.14, N = 366.6769.2068.5665.7762.7856.1656.0159.9676.1574.2774.1260.3366.42
OpenBenchmarking.orgSeconds, Fewer Is BetterBuild2 0.12Time To Compile2 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 offEPYC 2 7R32Xeon Platinum 8259CLXeon Platinum 8272CLXeon Platinum 8280Xeon Platinum 8375CXeon W-3275M1530456075Min: 65.92 / Avg: 66.67 / Max: 67.59Min: 68.93 / Avg: 69.2 / Max: 69.56Min: 67.98 / Avg: 68.56 / Max: 69.47Min: 64.8 / Avg: 65.77 / Max: 66.91Min: 62.69 / Avg: 62.78 / Max: 62.95Min: 54.99 / Avg: 56.16 / Max: 56.76Min: 55.74 / Avg: 56.01 / Max: 56.18Min: 59.3 / Avg: 59.96 / Max: 60.68Min: 76.08 / Avg: 76.15 / Max: 76.19Min: 73.56 / Avg: 74.27 / Max: 75.03Min: 73.91 / Avg: 74.12 / Max: 74.35Min: 60.13 / Avg: 60.33 / Max: 60.69Min: 66.16 / Avg: 66.42 / Max: 66.66

PyPerformance

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

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: regex_compile2 x Xeon 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 offEPYC 2 7R32Xeon Platinum 8259CLXeon Platinum 8280Xeon Platinum 8375CXeon W-3275M50100150200250SE +/- 2.08, N = 3SE +/- 2.08, N = 3SE +/- 0.33, N = 3SE +/- 0.33, N = 3SE +/- 1.45, N = 3SE +/- 1.20, N = 3200200189190164183191213200164186157
OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: regex_compile2 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 offEPYC 2 7R32Xeon Platinum 8259CLXeon Platinum 8280Xeon Platinum 8375CXeon W-3275M4080120160200Min: 179 / Avg: 183 / Max: 186Min: 187 / Avg: 191 / Max: 194Min: 213 / Avg: 213.33 / Max: 214Min: 200 / Avg: 200.33 / Max: 201Min: 183 / Avg: 185.67 / Max: 188Min: 155 / Avg: 156.67 / Max: 159

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 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 offEPYC 2 7R32Xeon Platinum 8259CLXeon Platinum 8272CLXeon Platinum 8280Xeon Platinum 8375CXeon W-3275M9001800270036004500SE +/- 1.57, N = 3SE +/- 2.97, N = 3SE +/- 1.29, N = 3SE +/- 10.51, N = 3SE +/- 5.39, N = 3SE +/- 0.44, N = 3SE +/- 6.81, N = 3SE +/- 22.45, N = 3SE +/- 1.29, N = 3SE +/- 6.12, N = 3SE +/- 4.11, N = 3SE +/- 1.99, N = 3SE +/- 3.72, N = 33147.913130.863331.383315.303514.604211.214198.513769.723152.503318.983510.214214.943866.091. (CC) gcc options: -O3 -mavx2
OpenBenchmarking.orgMFLOPS, More Is BetterHimeno Benchmark 3.0Poisson Pressure Solver2 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 offEPYC 2 7R32Xeon Platinum 8259CLXeon Platinum 8272CLXeon Platinum 8280Xeon Platinum 8375CXeon W-3275M7001400210028003500Min: 3145.87 / Avg: 3147.91 / Max: 3150.99Min: 3125.29 / Avg: 3130.86 / Max: 3135.46Min: 3328.88 / Avg: 3331.38 / Max: 3333.23Min: 3294.28 / Avg: 3315.3 / Max: 3326.23Min: 3503.89 / Avg: 3514.6 / Max: 3520.98Min: 4210.39 / Avg: 4211.21 / Max: 4211.89Min: 4190.4 / Avg: 4198.51 / Max: 4212.05Min: 3732.18 / Avg: 3769.72 / Max: 3809.83Min: 3150.18 / Avg: 3152.5 / Max: 3154.62Min: 3306.8 / Avg: 3318.98 / Max: 3326.1Min: 3502.88 / Avg: 3510.21 / Max: 3517.08Min: 4210.96 / Avg: 4214.94 / Max: 4217.12Min: 3859.6 / Avg: 3866.09 / Max: 3872.481. (CC) gcc options: -O3 -mavx2

lzbench

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

OpenBenchmarking.orgMB/s, More Is Betterlzbench 1.8Test: Crush 0 - Process: Decompression2 x Xeon 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 offEPYC 2 7R32Xeon Platinum 8259CLXeon Platinum 8272CLXeon Platinum 8280Xeon Platinum 8375CXeon W-3275M110220330440550SE +/- 0.33, N = 3SE +/- 0.67, N = 3SE +/- 0.33, N = 3SE +/- 0.58, N = 3SE +/- 0.33, N = 33943964154124284134163804044274404225091. (CXX) g++ options: -pthread -fomit-frame-pointer -fstrict-aliasing -ffast-math -O3
OpenBenchmarking.orgMB/s, More Is Betterlzbench 1.8Test: Crush 0 - Process: Decompression2 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 offEPYC 2 7R32Xeon Platinum 8259CLXeon Platinum 8272CLXeon Platinum 8280Xeon Platinum 8375CXeon W-3275M90180270360450Min: 415 / Avg: 415.33 / Max: 416Min: 411 / Avg: 411.67 / Max: 413Min: 428 / Avg: 428.33 / Max: 429Min: 426 / Avg: 427 / Max: 428Min: 421 / Avg: 421.67 / Max: 4221. (CXX) g++ options: -pthread -fomit-frame-pointer -fstrict-aliasing -ffast-math -O3

Intel Open Image Denoise

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

OpenBenchmarking.orgImages / Sec, More Is BetterIntel Open Image Denoise 1.0.0Scene: Memorial2 x Xeon Platinum 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 offEPYC 2 7R32Xeon Platinum 8259CLXeon Platinum 8272CLXeon Platinum 8280Xeon Platinum 8375CXeon W-3275M816243240SE +/- 0.12, N = 3SE +/- 0.21, N = 3SE +/- 0.14, N = 3SE +/- 0.18, N = 3SE +/- 0.17, N = 3SE +/- 0.30, N = 10SE +/- 0.32, N = 9SE +/- 0.04, N = 3SE +/- 0.07, N = 3SE +/- 0.11, N = 3SE +/- 0.02, N = 3SE +/- 0.26, N = 15SE +/- 0.30, N = 333.8933.1035.5233.5734.4932.9632.2928.7127.9930.2231.1036.5627.35
OpenBenchmarking.orgImages / Sec, More Is BetterIntel Open Image Denoise 1.0.0Scene: Memorial2 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 offEPYC 2 7R32Xeon Platinum 8259CLXeon Platinum 8272CLXeon Platinum 8280Xeon Platinum 8375CXeon W-3275M816243240Min: 33.73 / Avg: 33.89 / Max: 34.13Min: 32.73 / Avg: 33.1 / Max: 33.44Min: 35.29 / Avg: 35.52 / Max: 35.78Min: 33.23 / Avg: 33.57 / Max: 33.83Min: 34.19 / Avg: 34.49 / Max: 34.76Min: 30.54 / Avg: 32.96 / Max: 34Min: 29.82 / Avg: 32.29 / Max: 32.84Min: 28.63 / Avg: 28.71 / Max: 28.76Min: 27.92 / Avg: 27.99 / Max: 28.13Min: 30.08 / Avg: 30.22 / Max: 30.43Min: 31.07 / Avg: 31.1 / Max: 31.12Min: 33.09 / Avg: 36.56 / Max: 37.78Min: 26.86 / Avg: 27.35 / Max: 27.91

lzbench

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

OpenBenchmarking.orgMB/s, More Is Betterlzbench 1.8Test: Brotli 2 - Process: Decompression2 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 offEPYC 2 7R32Xeon Platinum 8259CLXeon Platinum 8272CLXeon Platinum 8280Xeon Platinum 8375CXeon W-3275M160320480640800SE +/- 0.33, N = 3SE +/- 0.33, N = 3SE +/- 1.33, N = 3SE +/- 1.00, N = 3SE +/- 5.55, N = 3SE +/- 0.88, N = 3SE +/- 0.58, N = 3SE +/- 0.67, N = 3SE +/- 3.18, N = 3SE +/- 1.45, N = 35515435805716236006175645876196736247211. (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 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 offEPYC 2 7R32Xeon Platinum 8259CLXeon Platinum 8272CLXeon Platinum 8280Xeon Platinum 8375CXeon W-3275M130260390520650Min: 550 / Avg: 550.67 / Max: 551Min: 543 / Avg: 543.33 / Max: 544Min: 620 / Avg: 622.67 / Max: 624Min: 599 / Avg: 600 / Max: 602Min: 608 / Avg: 616.67 / Max: 627Min: 562 / Avg: 563.67 / Max: 565Min: 618 / Avg: 619 / Max: 620Min: 672 / Avg: 673.33 / Max: 674Min: 620 / Avg: 623.67 / Max: 630Min: 719 / Avg: 721.33 / Max: 7241. (CXX) g++ options: -pthread -fomit-frame-pointer -fstrict-aliasing -ffast-math -O3

PyBench

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

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyBench 2018-02-16Total For Average Test Times2 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 offEPYC 2 7R32Xeon Platinum 8259CLXeon Platinum 8272CLXeon Platinum 8280Xeon Platinum 8375CXeon W-3275M30060090012001500SE +/- 1.00, N = 3SE +/- 1.33, N = 3SE +/- 0.58, N = 3SE +/- 0.58, N = 3SE +/- 1.00, N = 3SE +/- 1.86, N = 3SE +/- 1.45, N = 3SE +/- 3.18, N = 3SE +/- 0.67, N = 3SE +/- 2.33, N = 3SE +/- 1.15, N = 3SE +/- 3.21, N = 3SE +/- 1.45, N = 3125212531182118210739809791226125011841076978951
OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyBench 2018-02-16Total For Average Test Times2 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 offEPYC 2 7R32Xeon Platinum 8259CLXeon Platinum 8272CLXeon Platinum 8280Xeon Platinum 8375CXeon W-3275M2004006008001000Min: 1251 / Avg: 1252 / Max: 1254Min: 1250 / Avg: 1252.67 / Max: 1254Min: 1181 / Avg: 1182 / Max: 1183Min: 1181 / Avg: 1182 / Max: 1183Min: 1072 / Avg: 1073 / Max: 1075Min: 978 / Avg: 980.33 / Max: 984Min: 977 / Avg: 979.33 / Max: 982Min: 1220 / Avg: 1225.67 / Max: 1231Min: 1249 / Avg: 1249.67 / Max: 1251Min: 1180 / Avg: 1184.33 / Max: 1188Min: 1074 / Avg: 1076 / Max: 1078Min: 973 / Avg: 978 / Max: 984Min: 949 / Avg: 951.33 / Max: 954

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 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 offEPYC 2 7R32Xeon Platinum 8259CLXeon Platinum 8272CLXeon Platinum 8280Xeon Platinum 8375CXeon W-3275M5K10K15K20K25KSE +/- 278.82, N = 5SE +/- 232.21, N = 5SE +/- 167.92, N = 5SE +/- 205.74, N = 5SE +/- 286.23, N = 6SE +/- 172.53, N = 25SE +/- 263.18, N = 5SE +/- 198.48, N = 5SE +/- 154.16, N = 5SE +/- 170.65, N = 5SE +/- 169.44, N = 5SE +/- 173.94, N = 5SE +/- 165.27, N = 525275.1625636.6923916.2324909.6623588.4022456.6122022.8121641.9522226.8521895.6420621.2319555.0621015.54
OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.10.0Test: Apache Spark PageRank2 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 offEPYC 2 7R32Xeon Platinum 8259CLXeon Platinum 8272CLXeon Platinum 8280Xeon Platinum 8375CXeon W-3275M4K8K12K16K20KMin: 24673.01 / Avg: 25275.16 / Max: 26106.17Min: 24996.34 / Avg: 25636.69 / Max: 26360.96Min: 23499.33 / Avg: 23916.23 / Max: 24325.61Min: 24500.95 / Avg: 24909.66 / Max: 25508.44Min: 22908.4 / Avg: 23588.4 / Max: 24539.07Min: 20916.5 / Avg: 22456.61 / Max: 23783.74Min: 21311.94 / Avg: 22022.8 / Max: 22847.32Min: 21188.56 / Avg: 21641.95 / Max: 22308.48Min: 21898.6 / Avg: 22226.84 / Max: 22668.29Min: 21465.47 / Avg: 21895.64 / Max: 22329.02Min: 20260.86 / Avg: 20621.23 / Max: 21111.98Min: 18882.03 / Avg: 19555.06 / Max: 19882.76Min: 20617.47 / Avg: 21015.54 / Max: 21375.43

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 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 offEPYC 2 7R32Xeon Platinum 8259CLXeon Platinum 8272CLXeon Platinum 8280Xeon Platinum 8375CXeon W-3275M2004006008001000SE +/- 0.68, N = 3SE +/- 1.08, N = 3SE +/- 2.75, N = 3SE +/- 0.66, N = 3SE +/- 0.24, N = 3SE +/- 0.28, N = 3SE +/- 0.07, N = 3SE +/- 0.63, N = 3SE +/- 0.67, N = 3SE +/- 0.80, N = 3SE +/- 0.29, N = 3SE +/- 1.19, N = 3SE +/- 0.44, N = 31012.041073.761068.471110.201005.53970.921024.08849.191067.641107.371063.711006.64994.58
OpenBenchmarking.orgSeconds, Fewer Is BetterTimed GCC Compilation 9.3.0Time To Compile2 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 offEPYC 2 7R32Xeon Platinum 8259CLXeon Platinum 8272CLXeon Platinum 8280Xeon Platinum 8375CXeon W-3275M2004006008001000Min: 1010.89 / Avg: 1012.03 / Max: 1013.23Min: 1072.21 / Avg: 1073.76 / Max: 1075.84Min: 1065.45 / Avg: 1068.47 / Max: 1073.96Min: 1108.88 / Avg: 1110.2 / Max: 1110.91Min: 1005.1 / Avg: 1005.53 / Max: 1005.92Min: 970.36 / Avg: 970.92 / Max: 971.26Min: 1023.95 / Avg: 1024.08 / Max: 1024.19Min: 848.22 / Avg: 849.19 / Max: 850.38Min: 1066.68 / Avg: 1067.64 / Max: 1068.93Min: 1105.88 / Avg: 1107.37 / Max: 1108.62Min: 1063.13 / Avg: 1063.71 / Max: 1064.03Min: 1005.28 / Avg: 1006.63 / Max: 1009.01Min: 993.73 / Avg: 994.58 / Max: 995.19

SMHasher

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

OpenBenchmarking.orgcycles/hash, Fewer Is BetterSMHasher 2020-02-29Hash: wyhash2 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 8259CLXeon Platinum 8272CLXeon Platinum 8280Xeon W-3275M612182430SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.03, N = 324.1524.1523.6523.6722.6824.1923.6822.6818.511. (CXX) g++ options: -march=native -O3 -lpthread
OpenBenchmarking.orgcycles/hash, Fewer Is BetterSMHasher 2020-02-29Hash: wyhash2 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 8259CLXeon Platinum 8272CLXeon Platinum 8280Xeon W-3275M612182430Min: 24.15 / Avg: 24.15 / Max: 24.15Min: 24.15 / Avg: 24.15 / Max: 24.16Min: 23.65 / Avg: 23.65 / Max: 23.65Min: 23.66 / Avg: 23.67 / Max: 23.68Min: 22.68 / Avg: 22.68 / Max: 22.68Min: 24.17 / Avg: 24.19 / Max: 24.21Min: 23.66 / Avg: 23.68 / Max: 23.7Min: 22.68 / Avg: 22.68 / Max: 22.68Min: 18.45 / Avg: 18.51 / Max: 18.561. (CXX) g++ options: -march=native -O3 -lpthread

OpenBenchmarking.orgMiB/sec, More Is BetterSMHasher 2020-02-29Hash: wyhash2 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8272CL2 x Xeon Platinum 8272CL NUMA offXeon Platinum 8259CLXeon Platinum 8272CLXeon W-3275M6K12K18K24K30KSE +/- 6.86, N = 3SE +/- 0.70, N = 3SE +/- 4.10, N = 3SE +/- 5.31, N = 3SE +/- 8.73, N = 3SE +/- 3.98, N = 3SE +/- 105.54, N = 320225.1820231.5820553.0520554.9220221.2520556.9626298.771. (CXX) g++ options: -march=native -O3 -lpthread
OpenBenchmarking.orgMiB/sec, More Is BetterSMHasher 2020-02-29Hash: wyhash2 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8272CL2 x Xeon Platinum 8272CL NUMA offXeon Platinum 8259CLXeon Platinum 8272CLXeon W-3275M5K10K15K20K25KMin: 20211.48 / Avg: 20225.18 / Max: 20232.59Min: 20230.77 / Avg: 20231.58 / Max: 20232.97Min: 20548.94 / Avg: 20553.05 / Max: 20561.25Min: 20546.12 / Avg: 20554.92 / Max: 20564.47Min: 20204.57 / Avg: 20221.25 / Max: 20234.08Min: 20550.28 / Avg: 20556.96 / Max: 20564.04Min: 26187.34 / Avg: 26298.77 / Max: 26509.741. (CXX) g++ options: -march=native -O3 -lpthread

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 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 offEPYC 2 7R32Xeon Platinum 8259CLXeon Platinum 8272CLXeon Platinum 8280Xeon Platinum 8375CXeon W-3275M510152025SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.11, N = 3SE +/- 0.05, N = 3SE +/- 0.09, N = 3SE +/- 0.04, N = 3SE +/- 0.07, N = 3SE +/- 0.09, N = 3SE +/- 0.03, N = 3SE +/- 0.04, N = 3SE +/- 0.07, N = 3SE +/- 0.02, N = 3SE +/- 0.19, N = 318.7619.6217.9419.0517.1917.0817.5415.1618.6717.8317.1917.0515.78
OpenBenchmarking.orgSeconds, Fewer Is BetterMlpack BenchmarkBenchmark: scikit_svm2 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 offEPYC 2 7R32Xeon Platinum 8259CLXeon Platinum 8272CLXeon Platinum 8280Xeon Platinum 8375CXeon W-3275M510152025Min: 18.71 / Avg: 18.76 / Max: 18.82Min: 19.57 / Avg: 19.62 / Max: 19.65Min: 17.82 / Avg: 17.94 / Max: 18.16Min: 18.96 / Avg: 19.05 / Max: 19.14Min: 17.05 / Avg: 17.19 / Max: 17.36Min: 17 / Avg: 17.08 / Max: 17.13Min: 17.47 / Avg: 17.54 / Max: 17.68Min: 14.98 / Avg: 15.16 / Max: 15.26Min: 18.64 / Avg: 18.67 / Max: 18.73Min: 17.75 / Avg: 17.83 / Max: 17.88Min: 17.05 / Avg: 17.19 / Max: 17.3Min: 17.03 / Avg: 17.05 / Max: 17.08Min: 15.39 / Avg: 15.78 / Max: 15.97

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 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 offEPYC 2 7R32Xeon Platinum 8259CLXeon Platinum 8272CLXeon Platinum 8280Xeon Platinum 8375CXeon W-3275M20406080100697173747586888371757789841. (CXX) g++ options: -pthread -fomit-frame-pointer -fstrict-aliasing -ffast-math -O3

Radiance Benchmark

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

OpenBenchmarking.orgSeconds, Fewer Is BetterRadiance Benchmark 5.0Test: Serial2 x Xeon Platinum 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 offEPYC 2 7R32Xeon Platinum 8259CLXeon Platinum 8272CLXeon Platinum 8280Xeon Platinum 8375CXeon W-3275M2004006008001000841.65841.32796.43797.16728.25654.98654.58730.70842.10796.58728.36654.18665.70

lzbench

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

OpenBenchmarking.orgMB/s, More Is Betterlzbench 1.8Test: Zstd 1 - Process: Decompression2 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 offEPYC 2 7R32Xeon Platinum 8259CLXeon Platinum 8272CLXeon Platinum 8280Xeon Platinum 8375CXeon W-3275M30060090012001500SE +/- 0.67, N = 3SE +/- 0.67, N = 3SE +/- 5.03, N = 3SE +/- 6.01, N = 3SE +/- 2.00, N = 3SE +/- 1.53, N = 3SE +/- 0.67, N = 3SE +/- 0.58, N = 3SE +/- 2.65, N = 310271032108810781168125812711148106111221212132112991. (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 off2 x Xeon Platinum 8272CL2 x Xeon Platinum 8272CL NUMA off2 x Xeon Platinum 82802 x Xeon Platinum 8375C2 x Xeon Platinum 8375C NUMA offEPYC 2 7R32Xeon Platinum 8259CLXeon Platinum 8272CLXeon Platinum 8280Xeon Platinum 8375CXeon W-3275M2004006008001000Min: 1026 / Avg: 1027.33 / Max: 1028Min: 1031 / Avg: 1032.33 / Max: 1033Min: 1082 / Avg: 1088 / Max: 1098Min: 1070 / Avg: 1078.33 / Max: 1090Min: 1164 / Avg: 1168 / Max: 1170Min: 1255 / Avg: 1258 / Max: 1260Min: 1270 / Avg: 1270.67 / Max: 1272Min: 1320 / Avg: 1321 / Max: 1322Min: 1294 / Avg: 1299 / Max: 13031. (CXX) g++ options: -pthread -fomit-frame-pointer -fstrict-aliasing -ffast-math -O3

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 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 offEPYC 2 7R32Xeon Platinum 8259CLXeon Platinum 8272CLXeon Platinum 8280Xeon Platinum 8375CXeon W-3275M80160240320400SE +/- 0.76, N = 3SE +/- 3.32, N = 3SE +/- 1.12, N = 3SE +/- 4.33, N = 3SE +/- 3.00, N = 3SE +/- 0.82, N = 3SE +/- 4.12, N = 3SE +/- 1.14, N = 3SE +/- 0.75, N = 3SE +/- 0.38, N = 3SE +/- 2.42, N = 3SE +/- 1.61, N = 3SE +/- 2.73, N = 3310.40293.53324.39313.35321.82370.96316.75323.58321.13340.72330.33374.90367.56
OpenBenchmarking.orgScore, More Is BetterNumpy Benchmark2 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 offEPYC 2 7R32Xeon Platinum 8259CLXeon Platinum 8272CLXeon Platinum 8280Xeon Platinum 8375CXeon W-3275M70140210280350Min: 308.9 / Avg: 310.4 / Max: 311.36Min: 287.96 / Avg: 293.53 / Max: 299.44Min: 322.26 / Avg: 324.39 / Max: 326.04Min: 306.21 / Avg: 313.35 / Max: 321.18Min: 315.83 / Avg: 321.82 / Max: 324.87Min: 369.37 / Avg: 370.96 / Max: 372.13Min: 311.95 / Avg: 316.75 / Max: 324.96Min: 321.84 / Avg: 323.58 / Max: 325.72Min: 319.91 / Avg: 321.13 / Max: 322.49Min: 340.01 / Avg: 340.72 / Max: 341.3Min: 327.88 / Avg: 330.33 / Max: 335.16Min: 373.25 / Avg: 374.9 / Max: 378.11Min: 362.41 / Avg: 367.56 / Max: 371.7

lzbench

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

OpenBenchmarking.orgMB/s, More Is Betterlzbench 1.8Test: Zstd 1 - Process: Compression2 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 offEPYC 2 7R32Xeon Platinum 8259CLXeon Platinum 8272CLXeon Platinum 8280Xeon Platinum 8375CXeon W-3275M110220330440550SE +/- 2.33, N = 3SE +/- 2.33, N = 3SE +/- 1.00, N = 3SE +/- 0.33, N = 3SE +/- 0.33, N = 3SE +/- 0.33, N = 3SE +/- 2.19, N = 3SE +/- 0.58, N = 3SE +/- 1.00, N = 33994074234304494534614184104304574645081. (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 off2 x Xeon Platinum 8272CL2 x Xeon Platinum 8272CL NUMA off2 x Xeon Platinum 82802 x Xeon Platinum 8375C2 x Xeon Platinum 8375C NUMA offEPYC 2 7R32Xeon Platinum 8259CLXeon Platinum 8272CLXeon Platinum 8280Xeon Platinum 8375CXeon W-3275M90180270360450Min: 394 / Avg: 398.67 / Max: 401Min: 402 / Avg: 406.67 / Max: 409Min: 421 / Avg: 423 / Max: 424Min: 452 / Avg: 452.67 / Max: 453Min: 461 / Avg: 461.33 / Max: 462Min: 409 / Avg: 409.67 / Max: 410Min: 426 / Avg: 430.33 / Max: 433Min: 456 / Avg: 457 / Max: 458Min: 506 / Avg: 508 / Max: 5091. (CXX) g++ options: -pthread -fomit-frame-pointer -fstrict-aliasing -ffast-math -O3

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 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 offEPYC 2 7R32Xeon Platinum 8259CLXeon Platinum 8272CLXeon Platinum 8280Xeon Platinum 8375CXeon W-3275M12002400360048006000SE +/- 56.00, N = 4SE +/- 11.32, N = 4SE +/- 37.95, N = 4SE +/- 25.41, N = 4SE +/- 19.30, N = 4SE +/- 24.79, N = 4SE +/- 43.39, N = 4SE +/- 10.59, N = 4SE +/- 22.03, N = 4SE +/- 15.06, N = 4SE +/- 15.39, N = 4SE +/- 7.82, N = 4SE +/- 10.08, N = 45172516150135037471153385400524650124786454751124321
OpenBenchmarking.orgmsec, Fewer Is BetterDaCapo Benchmark 9.12-MR1Java Test: Jython2 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 offEPYC 2 7R32Xeon Platinum 8259CLXeon Platinum 8272CLXeon Platinum 8280Xeon Platinum 8375CXeon W-3275M9001800270036004500Min: 5064 / Avg: 5172 / Max: 5327Min: 5129 / Avg: 5161.25 / Max: 5182Min: 4928 / Avg: 5013 / Max: 5112Min: 4982 / Avg: 5036.5 / Max: 5099Min: 4673 / Avg: 4710.5 / Max: 4755Min: 5277 / Avg: 5337.75 / Max: 5396Min: 5282 / Avg: 5400.25 / Max: 5490Min: 5217 / Avg: 5246 / Max: 5267Min: 4968 / Avg: 5012 / Max: 5072Min: 4761 / Avg: 4786 / Max: 4827Min: 4516 / Avg: 4547.25 / Max: 4583Min: 5097 / Avg: 5112 / Max: 5134Min: 4296 / Avg: 4321.25 / Max: 4344

lzbench

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

OpenBenchmarking.orgMB/s, More Is Betterlzbench 1.8Test: Brotli 2 - Process: Compression2 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 offEPYC 2 7R32Xeon Platinum 8259CLXeon Platinum 8272CLXeon Platinum 8280Xeon Platinum 8375CXeon W-3275M4080120160200SE +/- 1.33, N = 3SE +/- 0.67, N = 3SE +/- 0.33, N = 3SE +/- 1.20, N = 3SE +/- 0.33, N = 31571591661681761781831651601681811841961. (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 off2 x Xeon Platinum 8272CL2 x Xeon Platinum 8272CL NUMA off2 x Xeon Platinum 82802 x Xeon Platinum 8375C2 x Xeon Platinum 8375C NUMA offEPYC 2 7R32Xeon Platinum 8259CLXeon Platinum 8272CLXeon Platinum 8280Xeon Platinum 8375CXeon W-3275M4080120160200Min: 154 / Avg: 156.67 / Max: 158Min: 164 / Avg: 165.33 / Max: 166Min: 160 / Avg: 160.33 / Max: 161Min: 166 / Avg: 168.33 / Max: 170Min: 196 / Avg: 196.33 / Max: 1971. (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 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 offEPYC 2 7R32Xeon Platinum 8259CLXeon Platinum 8272CLXeon Platinum 8280Xeon Platinum 8375CXeon W-3275M1326395265SE +/- 0.09, N = 3SE +/- 0.06, N = 3SE +/- 0.08, N = 3SE +/- 0.05, N = 3SE +/- 0.11, N = 3SE +/- 0.11, N = 3SE +/- 0.02, N = 3SE +/- 0.03, N = 3SE +/- 0.05, N = 3SE +/- 0.12, N = 3SE +/- 0.12, N = 3SE +/- 0.07, N = 3SE +/- 0.48, N = 357.8358.2855.2855.4652.6949.4048.9254.3157.4054.1951.4548.2347.651. (CXX) g++ options: -std=c++11 -fvisibility=hidden -fPIC -fno-strict-aliasing -O3 -rdynamic -lm -lpthread
OpenBenchmarking.orgSeconds, Fewer Is BetterBasis Universal 1.12Settings: ETC1S2 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 offEPYC 2 7R32Xeon Platinum 8259CLXeon Platinum 8272CLXeon Platinum 8280Xeon Platinum 8375CXeon W-3275M1224364860Min: 57.65 / Avg: 57.83 / Max: 57.92Min: 58.22 / Avg: 58.28 / Max: 58.4Min: 55.18 / Avg: 55.28 / Max: 55.44Min: 55.38 / Avg: 55.46 / Max: 55.56Min: 52.5 / Avg: 52.69 / Max: 52.88Min: 49.19 / Avg: 49.4 / Max: 49.55Min: 48.88 / Avg: 48.92 / Max: 48.95Min: 54.26 / Avg: 54.31 / Max: 54.35Min: 57.31 / Avg: 57.4 / Max: 57.48Min: 53.97 / Avg: 54.19 / Max: 54.39Min: 51.21 / Avg: 51.45 / Max: 51.59Min: 48.15 / Avg: 48.23 / Max: 48.37Min: 46.99 / Avg: 47.65 / Max: 48.581. (CXX) g++ options: -std=c++11 -fvisibility=hidden -fPIC -fno-strict-aliasing -O3 -rdynamic -lm -lpthread

Tungsten Renderer

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

OpenBenchmarking.orgSeconds, Fewer Is BetterTungsten Renderer 0.2.2Scene: Water Caustic2 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 offEPYC 2 7R32Xeon Platinum 8259CLXeon Platinum 8272CLXeon Platinum 8280Xeon Platinum 8375CXeon W-3275M612182430SE +/- 0.09, N = 3SE +/- 0.17, N = 3SE +/- 0.15, N = 3SE +/- 0.04, N = 3SE +/- 0.06, N = 3SE +/- 0.27, N = 3SE +/- 0.14, N = 3SE +/- 0.02, N = 3SE +/- 0.06, N = 3SE +/- 0.07, N = 3SE +/- 0.08, N = 3SE +/- 0.24, N = 3SE +/- 0.10, N = 324.5424.7823.9123.8221.5923.4923.6422.3225.3624.2122.0223.4221.55-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=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-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 -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
OpenBenchmarking.orgSeconds, Fewer Is BetterTungsten Renderer 0.2.2Scene: Water Caustic2 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 offEPYC 2 7R32Xeon Platinum 8259CLXeon Platinum 8272CLXeon Platinum 8280Xeon Platinum 8375CXeon W-3275M612182430Min: 24.43 / Avg: 24.54 / Max: 24.73Min: 24.52 / Avg: 24.78 / Max: 25.11Min: 23.65 / Avg: 23.91 / Max: 24.17Min: 23.74 / Avg: 23.82 / Max: 23.89Min: 21.5 / Avg: 21.59 / Max: 21.7Min: 23.22 / Avg: 23.49 / Max: 24.04Min: 23.47 / Avg: 23.64 / Max: 23.91Min: 22.28 / Avg: 22.32 / Max: 22.36Min: 25.29 / Avg: 25.36 / Max: 25.48Min: 24.09 / Avg: 24.21 / Max: 24.33Min: 21.86 / Avg: 22.02 / Max: 22.13Min: 23.01 / Avg: 23.42 / Max: 23.83Min: 21.36 / Avg: 21.55 / Max: 21.661. (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

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 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 offEPYC 2 7R32Xeon Platinum 8259CLXeon Platinum 8272CLXeon Platinum 8280Xeon Platinum 8375CXeon W-3275M11K22K33K44K55KSE +/- 56.30, N = 3SE +/- 408.27, N = 6SE +/- 72.69, N = 6SE +/- 204.93, N = 12SE +/- 19.82, N = 3SE +/- 61.49, N = 9SE +/- 312.08, N = 9SE +/- 319.58, N = 12SE +/- 245.15, N = 12SE +/- 151.64, N = 9SE +/- 370.72, N = 3SE +/- 156.69, N = 9SE +/- 85.02, N = 34009.413168.732150.924921.0824466.913301.684148.696105.735941.324087.3053139.063870.4311704.231. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -lcrypt -ldl -lm
OpenBenchmarking.orgTPS, More Is BetterPostgreSQL pgbench 12.0Scaling: Buffer Test - Test: Normal Load - Mode: Read Write2 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 offEPYC 2 7R32Xeon Platinum 8259CLXeon Platinum 8272CLXeon Platinum 8280Xeon Platinum 8375CXeon W-3275M9K18K27K36K45KMin: 3926.05 / Avg: 4009.41 / Max: 4116.64Min: 1143.58 / Avg: 3168.73 / Max: 3711.81Min: 1847.26 / Avg: 2150.92 / Max: 2364.63Min: 3929.86 / Avg: 4921.08 / Max: 6346.78Min: 24428.59 / Avg: 24466.91 / Max: 24494.87Min: 3103.31 / Avg: 3301.68 / Max: 3733.31Min: 3198.51 / Avg: 4148.69 / Max: 5608.39Min: 3879.36 / Avg: 6105.73 / Max: 8171.25Min: 3848.49 / Avg: 5941.32 / Max: 6968.46Min: 3466.56 / Avg: 4087.3 / Max: 4893.75Min: 52431.12 / Avg: 53139.06 / Max: 53683.87Min: 3171.16 / Avg: 3870.43 / Max: 4744.06Min: 11599 / Avg: 11704.23 / Max: 11872.531. (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 1080p2 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 offEPYC 2 7R32Xeon Platinum 8259CLXeon Platinum 8272CLXeon Platinum 8280Xeon Platinum 8375CXeon W-3275M60120180240300SE +/- 8.04, N = 12SE +/- 8.15, N = 12SE +/- 7.67, N = 13SE +/- 8.26, N = 12SE +/- 2.89, N = 4SE +/- 2.02, N = 13SE +/- 3.68, N = 15SE +/- 2.49, N = 3SE +/- 1.36, N = 3SE +/- 9.84, N = 12SE +/- 3.65, N = 4SE +/- 1.70, N = 3SE +/- 0.97, N = 3229.91229.53227.89227.90233.17249.76243.24291.17256.24256.02265.40266.29282.181. (CC) gcc options: -fPIE -fPIC -fvisibility=hidden -O3 -pie -rdynamic -lpthread -lrt -lm
OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-VP9 0.1Tuning: Visual Quality Optimized - Input: Bosphorus 1080p2 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 offEPYC 2 7R32Xeon Platinum 8259CLXeon Platinum 8272CLXeon Platinum 8280Xeon Platinum 8375CXeon W-3275M50100150200250Min: 141.91 / Avg: 229.91 / Max: 243.9Min: 142.25 / Avg: 229.53 / Max: 246.81Min: 140.61 / Avg: 227.89 / Max: 242.52Min: 137.87 / Avg: 227.9 / Max: 243.21Min: 225.23 / Avg: 233.17 / Max: 238.28Min: 235.66 / Avg: 249.76 / Max: 262.35Min: 227.36 / Avg: 243.24 / Max: 270.88Min: 287.36 / Avg: 291.17 / Max: 295.86Min: 254.78 / Avg: 256.24 / Max: 258.96Min: 148.96 / Avg: 256.02 / Max: 274.47Min: 259.74 / Avg: 265.4 / Max: 276.12Min: 264.2 / Avg: 266.29 / Max: 269.66Min: 280.37 / Avg: 282.18 / Max: 283.691. (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 CPU2 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 offEPYC 2 7R32Xeon Platinum 8259CLXeon Platinum 8272CLXeon Platinum 8280Xeon Platinum 8375CXeon W-3275M816243240SE +/- 0.091, N = 15SE +/- 0.243, N = 15SE +/- 0.129, N = 3SE +/- 0.188, N = 15SE +/- 0.086, N = 6SE +/- 0.032, N = 3SE +/- 0.073, N = 15SE +/- 0.217, N = 3SE +/- 0.022, N = 3SE +/- 0.005, N = 3SE +/- 0.067, N = 3SE +/- 0.009, N = 3SE +/- 0.075, N = 158.4307.6047.4678.9477.4817.3554.03635.1304.6774.1964.1152.8144.4231. (CXX) g++ options: -rdynamic
OpenBenchmarking.orgms, Fewer Is BetterArrayFire 3.7Test: Conjugate Gradient CPU2 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 offEPYC 2 7R32Xeon Platinum 8259CLXeon Platinum 8272CLXeon Platinum 8280Xeon Platinum 8375CXeon W-3275M816243240Min: 7.73 / Avg: 8.43 / Max: 9.1Min: 6.16 / Avg: 7.6 / Max: 9.11Min: 7.33 / Avg: 7.47 / Max: 7.72Min: 7.5 / Avg: 8.95 / Max: 10Min: 7.21 / Avg: 7.48 / Max: 7.81Min: 7.31 / Avg: 7.36 / Max: 7.42Min: 3.57 / Avg: 4.04 / Max: 4.57Min: 34.75 / Avg: 35.13 / Max: 35.5Min: 4.65 / Avg: 4.68 / Max: 4.72Min: 4.19 / Avg: 4.2 / Max: 4.21Min: 4 / Avg: 4.12 / Max: 4.23Min: 2.8 / Avg: 2.81 / Max: 2.83Min: 4.12 / Avg: 4.42 / Max: 5.061. (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.IO2 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 offEPYC 2 7R32Xeon Platinum 8259CLXeon Platinum 8272CLXeon Platinum 8280Xeon Platinum 8375CXeon W-3275M7K14K21K28K35KSE +/- 482.43, N = 25SE +/- 502.20, N = 25SE +/- 484.84, N = 25SE +/- 618.01, N = 25SE +/- 474.27, N = 25SE +/- 695.27, N = 20SE +/- 472.37, N = 25SE +/- 365.25, N = 20SE +/- 428.64, N = 25SE +/- 642.38, N = 25SE +/- 593.14, N = 25SE +/- 414.26, N = 25SE +/- 599.32, N = 2528107.0428251.8327891.3028365.5726764.9431368.9429523.6519303.5626711.1723866.7421975.1221743.3225186.67
OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.10.0Test: Savina Reactors.IO2 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 offEPYC 2 7R32Xeon Platinum 8259CLXeon Platinum 8272CLXeon Platinum 8280Xeon Platinum 8375CXeon W-3275M5K10K15K20K25KMin: 21225.5 / Avg: 28107.04 / Max: 31990.96Min: 24552.08 / Avg: 28251.83 / Max: 32428.24Min: 21914.78 / Avg: 27891.3 / Max: 30946.97Min: 21153.9 / Avg: 28365.57 / Max: 35109.89Min: 22718.24 / Avg: 26764.94 / Max: 32273.84Min: 27601.39 / Avg: 31368.93 / Max: 39794.69Min: 25669.4 / Avg: 29523.65 / Max: 36877.85Min: 16941.93 / Avg: 19303.56 / Max: 22791.25Min: 23238.74 / Avg: 26711.17 / Max: 31285.36Min: 19628.66 / Avg: 23866.74 / Max: 30223.57Min: 17734.61 / Avg: 21975.12 / Max: 28898.8Min: 17690.32 / Avg: 21743.32 / Max: 26735.59Min: 16222.27 / Avg: 25186.67 / Max: 29726.62

OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.10.0Test: Apache Spark Bayes2 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 offEPYC 2 7R32Xeon Platinum 8259CLXeon Platinum 8272CLXeon Platinum 8280Xeon Platinum 8375CXeon W-3275M12002400360048006000SE +/- 47.41, N = 25SE +/- 55.66, N = 25SE +/- 41.01, N = 25SE +/- 77.21, N = 20SE +/- 36.17, N = 25SE +/- 90.83, N = 25SE +/- 172.31, N = 25SE +/- 26.28, N = 25SE +/- 26.07, N = 25SE +/- 18.35, N = 20SE +/- 19.41, N = 5SE +/- 39.37, N = 7SE +/- 30.38, N = 73495.613813.753402.053859.383228.634402.825550.063057.063017.332739.002674.183492.992743.62
OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.10.0Test: Apache Spark Bayes2 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 offEPYC 2 7R32Xeon Platinum 8259CLXeon Platinum 8272CLXeon Platinum 8280Xeon Platinum 8375CXeon W-3275M10002000300040005000Min: 3067.83 / Avg: 3495.61 / Max: 3946.94Min: 3304 / Avg: 3813.75 / Max: 4433.74Min: 3072.76 / Avg: 3402.05 / Max: 3761.87Min: 3245.41 / Avg: 3859.38 / Max: 4389.26Min: 2904.06 / Avg: 3228.63 / Max: 3568.15Min: 3664.92 / Avg: 4402.82 / Max: 5504.09Min: 4185.23 / Avg: 5550.05 / Max: 7004.97Min: 2812.96 / Avg: 3057.06 / Max: 3353.22Min: 2788.54 / Avg: 3017.32 / Max: 3250.06Min: 2537.71 / Avg: 2739 / Max: 2861.34Min: 2631.66 / Avg: 2674.17 / Max: 2733.84Min: 3386.83 / Avg: 3492.99 / Max: 3656.75Min: 2662.71 / Avg: 2743.62 / Max: 2836.64

LAMMPS Molecular Dynamics Simulator

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

OpenBenchmarking.orgns/day, More Is BetterLAMMPS Molecular Dynamics Simulator 9Jan2020Model: Rhodopsin Protein2 x Xeon Platinum 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 offEPYC 2 7R32Xeon Platinum 8259CLXeon Platinum 8272CLXeon Platinum 8280Xeon Platinum 8375CXeon W-3275M612182430SE +/- 0.33, N = 3SE +/- 0.32, N = 3SE +/- 0.26, N = 6SE +/- 0.12, N = 3SE +/- 0.25, N = 14SE +/- 0.81, N = 15SE +/- 0.92, N = 15SE +/- 0.37, N = 15SE +/- 0.08, N = 3SE +/- 0.03, N = 3SE +/- 0.19, N = 3SE +/- 0.44, N = 15SE +/- 0.13, N = 1522.5421.8923.4322.6724.7925.9827.3520.8213.0414.0115.3115.9014.56-lpng -lz-lpng -lz-ljpeg -lpng -lz1. (CXX) g++ options: -O3 -rdynamic -lfftw3 -lm
OpenBenchmarking.orgns/day, More Is BetterLAMMPS Molecular Dynamics Simulator 9Jan2020Model: Rhodopsin Protein2 x Xeon Platinum 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 offEPYC 2 7R32Xeon Platinum 8259CLXeon Platinum 8272CLXeon Platinum 8280Xeon Platinum 8375CXeon W-3275M612182430Min: 21.87 / Avg: 22.54 / Max: 22.9Min: 21.24 / Avg: 21.89 / Max: 22.21Min: 22.16 / Avg: 23.43 / Max: 23.85Min: 22.43 / Avg: 22.67 / Max: 22.82Min: 22 / Avg: 24.79 / Max: 25.33Min: 21.7 / Avg: 25.98 / Max: 31.16Min: 21.97 / Avg: 27.34 / Max: 33.41Min: 19.29 / Avg: 20.82 / Max: 24.09Min: 12.93 / Avg: 13.04 / Max: 13.2Min: 13.97 / Avg: 14.01 / Max: 14.06Min: 14.94 / Avg: 15.31 / Max: 15.57Min: 13.72 / Avg: 15.9 / Max: 18.63Min: 13.46 / Avg: 14.56 / Max: 15.21. (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 Hydrodynamics2 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 offEPYC 2 7R32Xeon Platinum 8259CLXeon Platinum 8272CLXeon Platinum 8280Xeon Platinum 8375CXeon W-3275M0.25650.5130.76951.0261.2825SE +/- 0.03, N = 15SE +/- 0.00, N = 3SE +/- 0.02, N = 15SE +/- 0.00, N = 3SE +/- 0.02, N = 15SE +/- 0.01, N = 15SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.02, N = 150.780.630.710.610.690.350.330.361.111.050.960.511.141. (F9X) gfortran options: -O3 -march=native -funroll-loops -fopenmp
OpenBenchmarking.orgSeconds, Fewer Is BetterCloverLeafLagrangian-Eulerian Hydrodynamics2 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 offEPYC 2 7R32Xeon Platinum 8259CLXeon Platinum 8272CLXeon Platinum 8280Xeon Platinum 8375CXeon W-3275M246810Min: 0.59 / Avg: 0.78 / Max: 0.95Min: 0.63 / Avg: 0.63 / Max: 0.64Min: 0.52 / Avg: 0.71 / Max: 0.9Min: 0.6 / Avg: 0.61 / Max: 0.61Min: 0.53 / Avg: 0.69 / Max: 0.75Min: 0.31 / Avg: 0.35 / Max: 0.47Min: 0.32 / Avg: 0.33 / Max: 0.34Min: 0.35 / Avg: 0.36 / Max: 0.36Min: 1.11 / Avg: 1.11 / Max: 1.12Min: 1.05 / Avg: 1.05 / Max: 1.06Min: 0.96 / Avg: 0.96 / Max: 0.96Min: 0.51 / Avg: 0.51 / Max: 0.51Min: 1.04 / Avg: 1.14 / Max: 1.241. (F9X) gfortran options: -O3 -march=native -funroll-loops -fopenmp

119 Results Shown

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