Xeon & EPYC Tests

Various Server CPU benchmarks

Compare your own system(s) to this result file with the Phoronix Test Suite by running the command: phoronix-test-suite benchmark 2010047-VE-2009185VE58
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AV1 2 Tests
Bioinformatics 2 Tests
Chess Test Suite 2 Tests
Timed Code Compilation 5 Tests
C/C++ Compiler Tests 16 Tests
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CPU Massive 27 Tests
Creator Workloads 14 Tests
Cryptography 3 Tests
Encoding 3 Tests
Fortran Tests 4 Tests
Game Development 3 Tests
HPC - High Performance Computing 13 Tests
Java 2 Tests
Machine Learning 4 Tests
Molecular Dynamics 3 Tests
MPI Benchmarks 5 Tests
Multi-Core 28 Tests
NVIDIA GPU Compute 4 Tests
Intel oneAPI 4 Tests
OpenMPI Tests 6 Tests
Programmer / Developer System Benchmarks 9 Tests
Python 5 Tests
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Scientific Computing 6 Tests
Server 2 Tests
Server CPU Tests 22 Tests
Single-Threaded 6 Tests
Video Encoding 3 Tests
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  Test
  Duration
2 x Xeon Gold 5220R
March 26 2020
  9 Hours, 36 Minutes
Xeon Gold 5220R
March 27 2020
  10 Hours, 11 Minutes
Xeon Platinum 8280
March 28 2020
  8 Hours, 39 Minutes
2 x Xeon Platinum 8280
March 28 2020
  8 Hours, 49 Minutes
Xeon Gold 5218
March 29 2020
  11 Hours, 15 Minutes
Xeon Silver 4216
March 30 2020
  11 Hours, 48 Minutes
Xeon Gold 6226R
March 30 2020
  9 Hours, 51 Minutes
2 x Xeon Gold 6226R
March 31 2020
  9 Hours, 29 Minutes
2 x Xeon Silver 4216
March 31 2020
  10 Hours, 35 Minutes
Xeon W-3275M
April 19 2020
  9 Hours, 52 Minutes
2 x Xeon Platinum 8275CL
June 02 2020
  11 Hours, 15 Minutes
2 x Xeon Platinum 8275CL NUMA off
June 03 2020
  9 Hours, 44 Minutes
EPYC 2 7R32
August 22 2020
  7 Hours, 24 Minutes
2 x Xeon Platinum 8259CL
September 16 2020
  9 Hours, 25 Minutes
2 x Xeon Platinum 8259CL NUMA off
September 17 2020
  9 Hours, 36 Minutes
Xeon Platinum 8259CL
October 03 2020
  10 Hours, 8 Minutes
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  9 Hours, 51 Minutes

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Xeon & EPYC TestsProcessorMotherboardChipsetMemoryDiskGraphicsMonitorNetworkAudioOSKernelDesktopDisplay ServerDisplay DriverCompilerFile-SystemScreen ResolutionOpenGL2 x Xeon Gold 5220RXeon Gold 5220RXeon Platinum 82802 x Xeon Platinum 8280Xeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216Xeon W-3275M2 x Xeon Platinum 8275CL2 x Xeon Platinum 8275CL NUMA offEPYC 2 7R322 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA offXeon Platinum 8259CL2 x Intel Xeon Gold 5220R @ 3.90GHz (36 Cores / 72 Threads)GIGABYTE MD61-SC2-00 v01000100 (T15 BIOS)Intel Sky Lake-E DMI3 Registers12 x 32 GB DDR4-2933MT/s HMA84GR7CJR4N-WM280GB INTEL SSDPED1D280GAASPEEDVE2282 x Intel X722 for 1GbE + 2 x QLogic FastLinQ QL41000 10/25/40/50GbEUbuntu 20.045.4.0-18-generic (x86_64)GNOME Shell 3.36.0X Server 1.20.7modesetting 1.20.7GCC 9.3.0ext41920x1080Intel Xeon Gold 5220R @ 3.90GHz (18 Cores / 36 Threads)6 x 32 GB DDR4-2933MT/s HMA84GR7CJR4N-WM1024x768Intel Xeon Platinum 8280 @ 4.00GHz (28 Cores / 56 Threads)2 x Intel Xeon Platinum 8280 @ 4.00GHz (56 Cores / 112 Threads)12 x 32 GB DDR4-2933MT/s HMA84GR7CJR4N-WMIntel Xeon Gold 5218 @ 3.90GHz (16 Cores / 32 Threads)6 x 32 GB DDR4-2933MT/s HMA84GR7CJR4N-WM2 x VE2281920x1080Intel Xeon Silver 4216 @ 3.20GHz (16 Cores / 32 Threads)3 x VE228Intel Xeon Gold 6226R @ 3.90GHz (16 Cores / 32 Threads)4 x VE2282 x Intel Xeon Gold 6226R @ 3.90GHz (32 Cores / 64 Threads)12 x 32 GB DDR4-2933MT/s HMA84GR7CJR4N-WM5 x VE2282 x Intel Xeon Silver 4216 @ 3.20GHz (32 Cores / 64 Threads)6 x VE228Intel Xeon W-3275M @ 4.60GHz (28 Cores / 56 Threads)Supermicro X11SPA-T v1.01 (3.1 BIOS)188GB2 x 1024GB Samsung SSD 970 PRO 1TBeVGA NVIDIA GeForce RTX 2080 Ti 11GB (1350/7000MHz)Realtek ALC888-VDBenQ SW271Intel I210 + Aquantia AQC107 NBase-T/IEEEUbuntu 19.105.3.0-46-generic (x86_64)GNOME Shell 3.34.3X Server 1.20.5NVIDIA 430.504.6.0GCC 9.2.1 20191008 + CUDA 10.13840x21602 x Intel Xeon Platinum 8275CL @ 3.90GHz (48 Cores / 96 Threads)ASRockRack EP2C621D12 WS (P2.10 BIOS)32 GB + 32 GB + 16384 MB + 32 GB + 16384 MB + 32 GB + 32 GB + 32 GB DDR4-3200MT/s256GB TOSHIBA THNSNJ25 + 600GB INTEL SSDSC2BB60 + 6001GB HGST HUS726060ALllvmpipe 220GBCreative Labs EMU20k2DELL UP2516D4 x Intel X722 for 1GbE5.3.0-55-generic (x86_64)GNOME Shell 3.34.1X Server3.3 Mesa 19.2.1 (LLVM 9.0 256 bits)GCC 9.2.1 201910082560x14403.3 Mesa 19.2.8 (LLVM 9.0 256 bits)AMD EPYC 7R32 48-Core @ 2.80GHz (48 Cores / 96 Threads)Supermicro H11SSL-i v2.00 (2.1 BIOS)AMD Starship/Matisse8 x 16384 MB DDR4-3200MT/s HMA82GR7CJR8N-XN32GB Mass Storage + 256GB TOSHIBA THNSNJ25 + 600GB INTEL SSDSC2BB60 + 6001GB HGST HUS726060ALllvmpipe 126GBCrystal View2 x Intel I2105.3.0-64-generic (x86_64)3.3 Mesa 19.2.8 (LLVM 9.0 128 bits)800x6002 x Intel Xeon Platinum 8259L @ 3.50GHz (48 Cores / 96 Threads)ASRockRack EP2C621D16-4LP (P2.20 BIOS)Intel Sky Lake-E DMI3 Registers12 x 16384 MB DDR4-3200MT/s Hynix HMA82GR7CJR8N-XN256GB TOSHIBA THNSNJ25llvmpipe 188GBNVIDIA Device 10f8DELL UP2516D4 x Intel X722 for 1GbE3.3 Mesa 19.2.8 (LLVM 9.0 256 bits)2560x1440Intel Xeon Platinum 8259L @ 3.50GHz (24 Cores / 48 Threads)6 x 16384 MB DDR4-3200MT/s Hynix HMA82GR7CJR8N-XNllvmpipe 93GBOpenBenchmarking.orgCompiler Details- 2 x Xeon Gold 5220R: --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-gnu-unique-object --enable-languages=c,ada,c++,go,brig,d,fortran,objc,obj-c++,gm2 --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-targets=nvptx-none,hsa --enable-plugin --enable-shared --enable-threads=posix --host=x86_64-linux-gnu --program-prefix=x86_64-linux-gnu- --target=x86_64-linux-gnu --with-abi=m64 --with-arch-32=i686 --with-default-libstdcxx-abi=new --with-gcc-major-version-only --with-multilib-list=m32,m64,mx32 --with-target-system-zlib=auto --with-tune=generic --without-cuda-driver -v- Xeon Gold 5220R: --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-gnu-unique-object --enable-languages=c,ada,c++,go,brig,d,fortran,objc,obj-c++,gm2 --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-targets=nvptx-none,hsa --enable-plugin --enable-shared --enable-threads=posix --host=x86_64-linux-gnu --program-prefix=x86_64-linux-gnu- --target=x86_64-linux-gnu --with-abi=m64 --with-arch-32=i686 --with-default-libstdcxx-abi=new --with-gcc-major-version-only --with-multilib-list=m32,m64,mx32 --with-target-system-zlib=auto --with-tune=generic --without-cuda-driver -v- Xeon Platinum 8280: --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-gnu-unique-object --enable-languages=c,ada,c++,go,brig,d,fortran,objc,obj-c++,gm2 --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-targets=nvptx-none,hsa --enable-plugin --enable-shared --enable-threads=posix --host=x86_64-linux-gnu --program-prefix=x86_64-linux-gnu- --target=x86_64-linux-gnu --with-abi=m64 --with-arch-32=i686 --with-default-libstdcxx-abi=new --with-gcc-major-version-only --with-multilib-list=m32,m64,mx32 --with-target-system-zlib=auto --with-tune=generic --without-cuda-driver -v- 2 x Xeon Platinum 8280: --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-gnu-unique-object --enable-languages=c,ada,c++,go,brig,d,fortran,objc,obj-c++,gm2 --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-targets=nvptx-none,hsa --enable-plugin --enable-shared --enable-threads=posix --host=x86_64-linux-gnu --program-prefix=x86_64-linux-gnu- --target=x86_64-linux-gnu --with-abi=m64 --with-arch-32=i686 --with-default-libstdcxx-abi=new --with-gcc-major-version-only --with-multilib-list=m32,m64,mx32 --with-target-system-zlib=auto --with-tune=generic --without-cuda-driver -v- Xeon Gold 5218: --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-gnu-unique-object --enable-languages=c,ada,c++,go,brig,d,fortran,objc,obj-c++,gm2 --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-targets=nvptx-none,hsa --enable-plugin --enable-shared --enable-threads=posix --host=x86_64-linux-gnu --program-prefix=x86_64-linux-gnu- --target=x86_64-linux-gnu --with-abi=m64 --with-arch-32=i686 --with-default-libstdcxx-abi=new --with-gcc-major-version-only --with-multilib-list=m32,m64,mx32 --with-target-system-zlib=auto --with-tune=generic --without-cuda-driver -v- Xeon Silver 4216: --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-gnu-unique-object --enable-languages=c,ada,c++,go,brig,d,fortran,objc,obj-c++,gm2 --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-targets=nvptx-none,hsa --enable-plugin --enable-shared --enable-threads=posix --host=x86_64-linux-gnu --program-prefix=x86_64-linux-gnu- --target=x86_64-linux-gnu --with-abi=m64 --with-arch-32=i686 --with-default-libstdcxx-abi=new --with-gcc-major-version-only --with-multilib-list=m32,m64,mx32 --with-target-system-zlib=auto --with-tune=generic --without-cuda-driver -v- Xeon Gold 6226R: --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-gnu-unique-object --enable-languages=c,ada,c++,go,brig,d,fortran,objc,obj-c++,gm2 --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-targets=nvptx-none,hsa --enable-plugin --enable-shared --enable-threads=posix --host=x86_64-linux-gnu --program-prefix=x86_64-linux-gnu- --target=x86_64-linux-gnu --with-abi=m64 --with-arch-32=i686 --with-default-libstdcxx-abi=new --with-gcc-major-version-only --with-multilib-list=m32,m64,mx32 --with-target-system-zlib=auto --with-tune=generic --without-cuda-driver -v- 2 x Xeon Gold 6226R: --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-gnu-unique-object --enable-languages=c,ada,c++,go,brig,d,fortran,objc,obj-c++,gm2 --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-targets=nvptx-none,hsa --enable-plugin --enable-shared --enable-threads=posix --host=x86_64-linux-gnu --program-prefix=x86_64-linux-gnu- --target=x86_64-linux-gnu --with-abi=m64 --with-arch-32=i686 --with-default-libstdcxx-abi=new --with-gcc-major-version-only --with-multilib-list=m32,m64,mx32 --with-target-system-zlib=auto --with-tune=generic --without-cuda-driver -v- 2 x Xeon Silver 4216: --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-gnu-unique-object --enable-languages=c,ada,c++,go,brig,d,fortran,objc,obj-c++,gm2 --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-targets=nvptx-none,hsa --enable-plugin --enable-shared --enable-threads=posix --host=x86_64-linux-gnu --program-prefix=x86_64-linux-gnu- --target=x86_64-linux-gnu --with-abi=m64 --with-arch-32=i686 --with-default-libstdcxx-abi=new --with-gcc-major-version-only --with-multilib-list=m32,m64,mx32 --with-target-system-zlib=auto --with-tune=generic --without-cuda-driver -v- Xeon W-3275M: --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-bootstrap --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-gnu-unique-object --enable-languages=c,ada,c++,go,brig,d,fortran,objc,obj-c++,gm2 --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-offload-targets=nvptx-none,hsa --enable-plugin --enable-shared --enable-threads=posix --host=x86_64-linux-gnu --program-prefix=x86_64-linux-gnu- --target=x86_64-linux-gnu --with-abi=m64 --with-arch-32=i686 --with-default-libstdcxx-abi=new --with-gcc-major-version-only --with-multilib-list=m32,m64,mx32 --with-target-system-zlib=auto --with-tune=generic --without-cuda-driver -v- 2 x Xeon Platinum 8275CL: --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-bootstrap --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-gnu-unique-object --enable-languages=c,ada,c++,go,brig,d,fortran,objc,obj-c++,gm2 --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-offload-targets=nvptx-none,hsa --enable-plugin --enable-shared --enable-threads=posix --host=x86_64-linux-gnu --program-prefix=x86_64-linux-gnu- --target=x86_64-linux-gnu --with-abi=m64 --with-arch-32=i686 --with-default-libstdcxx-abi=new --with-gcc-major-version-only --with-multilib-list=m32,m64,mx32 --with-target-system-zlib=auto --with-tune=generic --without-cuda-driver -v- 2 x Xeon Platinum 8275CL NUMA off: --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-bootstrap --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-gnu-unique-object --enable-languages=c,ada,c++,go,brig,d,fortran,objc,obj-c++,gm2 --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-offload-targets=nvptx-none,hsa --enable-plugin --enable-shared --enable-threads=posix --host=x86_64-linux-gnu --program-prefix=x86_64-linux-gnu- --target=x86_64-linux-gnu --with-abi=m64 --with-arch-32=i686 --with-default-libstdcxx-abi=new --with-gcc-major-version-only --with-multilib-list=m32,m64,mx32 --with-target-system-zlib=auto --with-tune=generic --without-cuda-driver -v- EPYC 2 7R32: --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-bootstrap --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-gnu-unique-object --enable-languages=c,ada,c++,go,brig,d,fortran,objc,obj-c++,gm2 --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-offload-targets=nvptx-none,hsa --enable-plugin --enable-shared --enable-threads=posix --host=x86_64-linux-gnu --program-prefix=x86_64-linux-gnu- --target=x86_64-linux-gnu --with-abi=m64 --with-arch-32=i686 --with-default-libstdcxx-abi=new --with-gcc-major-version-only --with-multilib-list=m32,m64,mx32 --with-target-system-zlib=auto --with-tune=generic --without-cuda-driver -v- 2 x Xeon Platinum 8259CL: --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-bootstrap --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-gnu-unique-object --enable-languages=c,ada,c++,go,brig,d,fortran,objc,obj-c++,gm2 --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-offload-targets=nvptx-none,hsa --enable-plugin --enable-shared --enable-threads=posix --host=x86_64-linux-gnu --program-prefix=x86_64-linux-gnu- --target=x86_64-linux-gnu --with-abi=m64 --with-arch-32=i686 --with-default-libstdcxx-abi=new --with-gcc-major-version-only --with-multilib-list=m32,m64,mx32 --with-target-system-zlib=auto --with-tune=generic --without-cuda-driver -v- 2 x Xeon Platinum 8259CL NUMA off: --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-bootstrap --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-gnu-unique-object --enable-languages=c,ada,c++,go,brig,d,fortran,objc,obj-c++,gm2 --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-offload-targets=nvptx-none,hsa --enable-plugin --enable-shared --enable-threads=posix --host=x86_64-linux-gnu --program-prefix=x86_64-linux-gnu- --target=x86_64-linux-gnu --with-abi=m64 --with-arch-32=i686 --with-default-libstdcxx-abi=new --with-gcc-major-version-only --with-multilib-list=m32,m64,mx32 --with-target-system-zlib=auto --with-tune=generic --without-cuda-driver -v- Xeon Platinum 8259CL: --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-bootstrap --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-gnu-unique-object --enable-languages=c,ada,c++,go,brig,d,fortran,objc,obj-c++,gm2 --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-offload-targets=nvptx-none,hsa --enable-plugin --enable-shared --enable-threads=posix --host=x86_64-linux-gnu --program-prefix=x86_64-linux-gnu- --target=x86_64-linux-gnu --with-abi=m64 --with-arch-32=i686 --with-default-libstdcxx-abi=new --with-gcc-major-version-only --with-multilib-list=m32,m64,mx32 --with-target-system-zlib=auto --with-tune=generic --without-cuda-driver -vProcessor Details- 2 x Xeon Gold 5220R: Scaling Governor: intel_pstate powersave - CPU Microcode: 0x500002c- Xeon Gold 5220R: Scaling Governor: intel_pstate powersave - CPU Microcode: 0x500002c- Xeon Platinum 8280: Scaling Governor: intel_pstate powersave - CPU Microcode: 0x500002c- 2 x Xeon Platinum 8280: Scaling Governor: intel_pstate powersave - CPU Microcode: 0x500002c- Xeon Gold 5218: Scaling Governor: intel_pstate powersave - CPU Microcode: 0x500002c- Xeon Silver 4216: Scaling Governor: intel_pstate powersave - CPU Microcode: 0x500002c- Xeon Gold 6226R: Scaling Governor: intel_pstate powersave - CPU Microcode: 0x500002c- 2 x Xeon Gold 6226R: Scaling Governor: intel_pstate powersave - CPU Microcode: 0x500002c- 2 x Xeon Silver 4216: Scaling Governor: intel_pstate powersave - CPU Microcode: 0x500002c- Xeon W-3275M: Scaling Governor: intel_pstate powersave - CPU Microcode: 0x500002c- 2 x Xeon Platinum 8275CL: Scaling Governor: intel_pstate powersave - CPU Microcode: 0x500002b- 2 x Xeon Platinum 8275CL NUMA off: Scaling Governor: intel_pstate powersave - CPU Microcode: 0x500002c- EPYC 2 7R32: Scaling Governor: acpi-cpufreq ondemand - CPU Microcode: 0x8301034- 2 x Xeon Platinum 8259CL: Scaling Governor: intel_pstate powersave - CPU Microcode: 0x4002f01- 2 x Xeon Platinum 8259CL NUMA off: Scaling Governor: intel_pstate powersave - CPU Microcode: 0x4002f01- Xeon Platinum 8259CL: Scaling Governor: intel_pstate powersave - CPU Microcode: 0x4002f01Java Details- 2 x Xeon Gold 5220R: OpenJDK Runtime Environment (build 11.0.6+10-post-Ubuntu-2ubuntu2)- Xeon Gold 5220R: OpenJDK Runtime Environment (build 11.0.6+10-post-Ubuntu-2ubuntu2)- Xeon Platinum 8280: OpenJDK Runtime Environment (build 11.0.6+10-post-Ubuntu-2ubuntu2)- 2 x Xeon Platinum 8280: OpenJDK Runtime Environment (build 11.0.6+10-post-Ubuntu-2ubuntu2)- Xeon Gold 5218: OpenJDK Runtime Environment (build 11.0.6+10-post-Ubuntu-2ubuntu2)- Xeon Silver 4216: OpenJDK Runtime Environment (build 11.0.6+10-post-Ubuntu-2ubuntu2)- Xeon Gold 6226R: OpenJDK Runtime Environment (build 11.0.6+10-post-Ubuntu-2ubuntu2)- 2 x Xeon Gold 6226R: OpenJDK Runtime Environment (build 11.0.6+10-post-Ubuntu-2ubuntu2)- 2 x Xeon Silver 4216: OpenJDK Runtime Environment (build 11.0.6+10-post-Ubuntu-2ubuntu2)- Xeon W-3275M: OpenJDK Runtime Environment (build 11.0.6+10-post-Ubuntu-1ubuntu119.10.1)- 2 x Xeon Platinum 8275CL: OpenJDK Runtime Environment (build 11.0.7+10-post-Ubuntu-2ubuntu219.10)- 2 x Xeon Platinum 8275CL NUMA off: OpenJDK Runtime Environment (build 11.0.7+10-post-Ubuntu-2ubuntu219.10)- EPYC 2 7R32: OpenJDK Runtime Environment (build 11.0.7+10-post-Ubuntu-2ubuntu219.10)- 2 x Xeon Platinum 8259CL: OpenJDK Runtime Environment (build 11.0.7+10-post-Ubuntu-2ubuntu219.10)- 2 x Xeon Platinum 8259CL NUMA off: OpenJDK Runtime Environment (build 11.0.7+10-post-Ubuntu-2ubuntu219.10)- Xeon Platinum 8259CL: OpenJDK Runtime Environment (build 11.0.7+10-post-Ubuntu-2ubuntu219.10)Python Details- 2 x Xeon Gold 5220R: + Python 3.8.2- Xeon Gold 5220R: + Python 3.8.2- Xeon Platinum 8280: + Python 3.8.2- 2 x Xeon Platinum 8280: + Python 3.8.2- Xeon Gold 5218: + Python 3.8.2- Xeon Silver 4216: + Python 3.8.2- Xeon Gold 6226R: + Python 3.8.2- 2 x Xeon Gold 6226R: + Python 3.8.2- 2 x Xeon Silver 4216: + Python 3.8.2- Xeon W-3275M: Python 2.7.17 + Python 3.7.5- 2 x Xeon Platinum 8275CL: Python 2.7.17 + Python 3.7.5- 2 x Xeon Platinum 8275CL NUMA off: Python 2.7.17 + Python 3.7.5- EPYC 2 7R32: Python 2.7.17 + Python 3.7.5- 2 x Xeon Platinum 8259CL: Python 2.7.17 + Python 3.7.5- 2 x Xeon Platinum 8259CL NUMA off: Python 2.7.17 + Python 3.7.5- Xeon Platinum 8259CL: Python 2.7.17 + Python 3.7.5Security Details- 2 x Xeon Gold 5220R: itlb_multihit: KVM: Mitigation of Split huge pages + l1tf: Not affected + mds: Not affected + meltdown: Not affected + spec_store_bypass: Mitigation of SSB disabled via prctl and seccomp + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Enhanced IBRS IBPB: conditional RSB filling + tsx_async_abort: Mitigation of TSX disabled- Xeon Gold 5220R: itlb_multihit: KVM: Mitigation of Split huge pages + l1tf: Not affected + mds: Not affected + meltdown: Not affected + spec_store_bypass: Mitigation of SSB disabled via prctl and seccomp + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Enhanced IBRS IBPB: conditional RSB filling + tsx_async_abort: Mitigation of TSX disabled- Xeon Platinum 8280: itlb_multihit: KVM: Mitigation of Split huge pages + l1tf: Not affected + mds: Not affected + meltdown: Not affected + spec_store_bypass: Mitigation of SSB disabled via prctl and seccomp + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Enhanced IBRS IBPB: conditional RSB filling + tsx_async_abort: Mitigation of TSX disabled- 2 x Xeon Platinum 8280: itlb_multihit: KVM: Mitigation of Split huge pages + l1tf: Not affected + mds: Not affected + meltdown: Not affected + spec_store_bypass: Mitigation of SSB disabled via prctl and seccomp + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Enhanced IBRS IBPB: conditional RSB filling + tsx_async_abort: Mitigation of TSX disabled- Xeon Gold 5218: itlb_multihit: KVM: Mitigation of Split huge pages + l1tf: Not affected + mds: Not affected + meltdown: Not affected + spec_store_bypass: Mitigation of SSB disabled via prctl and seccomp + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Enhanced IBRS IBPB: conditional RSB filling + tsx_async_abort: Mitigation of TSX disabled- Xeon Silver 4216: itlb_multihit: KVM: Mitigation of Split huge pages + l1tf: Not affected + mds: Not affected + meltdown: Not affected + spec_store_bypass: Mitigation of SSB disabled via prctl and seccomp + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Enhanced IBRS IBPB: conditional RSB filling + tsx_async_abort: Mitigation of TSX disabled- Xeon Gold 6226R: itlb_multihit: KVM: Mitigation of Split huge pages + l1tf: Not affected + mds: Not affected + meltdown: Not affected + spec_store_bypass: Mitigation of SSB disabled via prctl and seccomp + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Enhanced IBRS IBPB: conditional RSB filling + tsx_async_abort: Mitigation of TSX disabled- 2 x Xeon Gold 6226R: itlb_multihit: KVM: Mitigation of Split huge pages + l1tf: Not affected + mds: Not affected + meltdown: Not affected + spec_store_bypass: Mitigation of SSB disabled via prctl and seccomp + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Enhanced IBRS IBPB: conditional RSB filling + tsx_async_abort: Mitigation of TSX disabled- 2 x Xeon Silver 4216: itlb_multihit: KVM: Mitigation of Split huge pages + l1tf: Not affected + mds: Not affected + meltdown: Not affected + spec_store_bypass: Mitigation of SSB disabled via prctl and seccomp + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Enhanced IBRS IBPB: conditional RSB filling + tsx_async_abort: Mitigation of TSX disabled- Xeon W-3275M: itlb_multihit: KVM: Mitigation of Split huge pages + l1tf: Not affected + mds: Not affected + meltdown: Not affected + spec_store_bypass: Mitigation of SSB disabled via prctl and seccomp + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Enhanced IBRS IBPB: conditional RSB filling + tsx_async_abort: Mitigation of TSX disabled- 2 x Xeon Platinum 8275CL: itlb_multihit: KVM: Mitigation of Split huge pages + l1tf: Not affected + mds: Not affected + meltdown: Not affected + spec_store_bypass: Mitigation of SSB disabled via prctl and seccomp + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Enhanced IBRS IBPB: conditional RSB filling + tsx_async_abort: Mitigation of TSX disabled- 2 x Xeon Platinum 8275CL NUMA off: itlb_multihit: KVM: Mitigation of Split huge pages + l1tf: Not affected + mds: Not affected + meltdown: Not affected + spec_store_bypass: Mitigation of SSB disabled via prctl and seccomp + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Enhanced IBRS IBPB: conditional RSB filling + tsx_async_abort: Mitigation of TSX disabled- EPYC 2 7R32: itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + spec_store_bypass: Mitigation of SSB disabled via prctl and seccomp + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Full AMD retpoline IBPB: conditional IBRS_FW STIBP: conditional RSB filling + srbds: Not affected + tsx_async_abort: Not affected- 2 x Xeon Platinum 8259CL: itlb_multihit: KVM: Mitigation of Split huge pages + l1tf: Not affected + mds: Not affected + meltdown: Not affected + spec_store_bypass: Mitigation of SSB disabled via prctl and seccomp + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Enhanced IBRS IBPB: conditional RSB filling + srbds: Not affected + tsx_async_abort: Mitigation of TSX disabled- 2 x Xeon Platinum 8259CL NUMA off: itlb_multihit: KVM: Mitigation of Split huge pages + l1tf: Not affected + mds: Not affected + meltdown: Not affected + spec_store_bypass: Mitigation of SSB disabled via prctl and seccomp + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Enhanced IBRS IBPB: conditional RSB filling + srbds: Not affected + tsx_async_abort: Mitigation of TSX disabled- Xeon Platinum 8259CL: itlb_multihit: KVM: Mitigation of Split huge pages + l1tf: Not affected + mds: Not affected + meltdown: Not affected + spec_store_bypass: Mitigation of SSB disabled via prctl and seccomp + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Enhanced IBRS IBPB: conditional RSB filling + srbds: Not affected + tsx_async_abort: Mitigation of TSX disabledOpenCL Details- Xeon W-3275M: GPU Compute Cores: 4352

2 x Xeon Gold 5220RXeon Gold 5220RXeon Platinum 82802 x Xeon Platinum 8280Xeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216Xeon W-3275M2 x Xeon Platinum 8275CL2 x Xeon Platinum 8275CL NUMA offEPYC 2 7R322 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA offXeon Platinum 8259CLLogarithmic Result OverviewPhoronix Test Suite 10.8.4MKL-DNN DNNLArrayFireOSPrayHigh Performance Conjugate GradientLuxCoreRenderJohn The RipperEmbreeIntel MPI BenchmarksStockfishasmFishChaos Group V-RAYBlenderPostgreSQL pgbenchLAMMPS Molecular Dynamics SimulatorTimed Linux Kernel Compilationdav1dIntel Open Image DenoiseTimed LLVM CompilationSVT-AV1Timed MrBayes AnalysisTungsten RendererAppleseedBasis UniversalDeepSpeechBuild2SVT-VP9Timed GCC CompilationTimed GDB GNU Debugger CompilationMlpack BenchmarkPHPBenchNettleScikit-LearnPyBenchNumpy BenchmarklzbenchZstd CompressionRenaissanceHimeno BenchmarkRadiance BenchmarkDaCapo Benchmark

Xeon & EPYC Testshpcg: npb: BT.Cnpb: EP.Cnpb: EP.Dnpb: LU.Cnpb: MG.Cnpb: SP.Bcloverleaf: Lagrangian-Eulerian Hydrodynamicsnamd: ATPase Simulation - 327,506 Atomslzbench: Zstd 1 - Compressionlzbench: Zstd 1 - Decompressionlzbench: Zstd 8 - Compressionlzbench: Zstd 8 - Decompressionlzbench: Crush 0 - Compressionlzbench: Crush 0 - Decompressionlzbench: Brotli 2 - Compressionlzbench: Brotli 2 - Decompressionsmhasher: wyhashmrbayes: Primate Phylogeny Analysislammps: Rhodopsin Proteindacapobench: Jythonrenaissance: Scala Dottyrenaissance: Apache Spark Bayesrenaissance: Savina Reactors.IOrenaissance: Apache Spark PageRanknettle: aes256nettle: chachanettle: sha512nettle: poly1305-aesarrayfire: BLAS CPUarrayfire: Conjugate Gradient CPUjohn-the-ripper: Blowfishjohn-the-ripper: MD5mkl-dnn: IP Batch 1D - f32mkl-dnn: IP Batch All - f32mkl-dnn: IP Batch All - u8s8f32mkl-dnn: IP Batch 1D - bf16bf16bf16mkl-dnn: Convolution Batch conv_all - f32mkl-dnn: Convolution Batch conv_3d - u8s8f32mkl-dnn: Deconvolution Batch deconv_1d - f32mkl-dnn: Deconvolution Batch deconv_3d - f32mkl-dnn: Convolution Batch conv_alexnet - f32mkl-dnn: Convolution Batch conv_all - u8s8f32mkl-dnn: Deconvolution Batch deconv_all - f32mkl-dnn: Deconvolution Batch deconv_1d - u8s8f32mkl-dnn: Deconvolution Batch deconv_3d - u8s8f32mkl-dnn: Convolution Batch conv_3d - bf16bf16bf16mkl-dnn: Convolution Batch conv_alexnet - u8s8f32mkl-dnn: Convolution Batch conv_all - bf16bf16bf16mkl-dnn: Convolution Batch conv_googlenet_v3 - f32mkl-dnn: Deconvolution Batch deconv_1d - bf16bf16bf16mkl-dnn: Deconvolution Batch deconv_3d - bf16bf16bf16mkl-dnn: Convolution Batch conv_alexnet - bf16bf16bf16mkl-dnn: Convolution Batch conv_googlenet_v3 - u8s8f32mkl-dnn: Deconvolution Batch deconv_all - bf16bf16bf16mkl-dnn: Convolution Batch conv_googlenet_v3 - bf16bf16bf16dav1d: Summer Nature 4Kdav1d: Summer Nature 1080pdav1d: Chimera 1080p 10-bitospray: San Miguel - SciVisospray: XFrog Forest - SciVisospray: San Miguel - Path Tracerospray: NASA Streamlines - SciVisospray: XFrog Forest - Path Tracerospray: Magnetic Reconnection - SciVisospray: NASA Streamlines - Path Tracerembree: Pathtracer - Crownembree: Pathtracer ISPC - Crownembree: Pathtracer - Asian Dragonembree: Pathtracer - Asian Dragon Objembree: Pathtracer ISPC - Asian Dragonembree: Pathtracer ISPC - Asian Dragon Objsvt-av1: Enc Mode 4 - 1080psvt-av1: Enc Mode 8 - 1080psvt-vp9: Visual Quality Optimized - Bosphorus 1080poidn: Memorialluxcorerender: DLSCluxcorerender: Rainbow Colors and Prismhimeno: Poisson Pressure Solverstockfish: Total Timeasmfish: 1024 Hash Memory, 26 Depthbuild-gcc: Time To Compilebuild-gdb: Time To Compilebuild-linux-kernel: Time To Compilebuild-llvm: Time To Compilebuild2: Time To Compiletungsten: Hairtungsten: Water Causticnumpy: compress-zstd: Compressing ubuntu-16.04.3-server-i386.img, Compression Level 19deepspeech: CPUradiance: Serialradiance: SMP Parallelintel-mpi: IMB-P2P PingPongpgbench: Buffer Test - Normal Load - Read Onlypgbench: Buffer Test - Normal Load - Read Writebasis: ETC1Sbasis: UASTC Level 3v-ray: CPUblender: BMW27 - CPU-Onlyblender: Classroom - CPU-Onlyblender: Fishy Cat - CPU-Onlyblender: Barbershop - CPU-Onlyblender: Pabellon Barcelona - CPU-Onlypybench: Total For Average Test Timespyperformance: floatpyperformance: regex_compilepyperformance: python_startuppyperformance: django_templateappleseed: Emilyappleseed: Disney Materialappleseed: Material Testerphpbench: PHP Benchmark Suitemlpack: scikit_icamlpack: scikit_qdamlpack: scikit_svmmlpack: scikit_linearridgeregressionscikit-learn: smhasher: wyhash2 x Xeon Gold 5220RXeon Gold 5220RXeon Platinum 82802 x Xeon Platinum 8280Xeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216Xeon W-3275M2 x Xeon Platinum 8275CL2 x Xeon Platinum 8275CL NUMA offEPYC 2 7R322 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA offXeon Platinum 8259CL25.6303100761.293768.663780.59108883.4058984.1850932.881.060.6033343711477411019341917261318.806134.92817.37848777414.6193662.76726257.00824540.7206159.211024.975489.152797.222359.139.8985132448210002.2300910.63484.086055.72791999.5444896.412.126802.69700122.7612479.281278.250.5608903112.3615.217735.97783917.5254.81907.229759.42591712.20115.75423152.41187.168177.89321.8470.8143.487.193.9555.563.9847.6210.4229.515333.446935.875732.330143.098337.14985.30249.209237.5727.974.444.463404.69086174235829855018511060.578146.43936.699286.78272.15111.072623.3367300.7310.449125.11863746.918230.56119650424.333333598798.57132434227.72490354.55427.9814027060.67165.9698.24260.56208.30110011316711.247.3180.64579788.856634189.45965363128377.4142.6917.922.3910.45813.352950787.791863.151966.6156744.8731197.2223346.561.281.1574544411807611949842817665118.815134.4839.53548347556.3293150.09622776.29521704.4856133.911020.093485.862779.781201.546.4092554725060004.499858.907954.610548.685901948.779696.923.364324.88966244.7454826.711920.740.8437096072.5729.917366.73527839.95108.16113.142816.82531433.4728.45325695.58369.287160.59274.9858.0523.263.702.1428.572.0627.035.3816.051417.660419.610517.795723.604220.34184.28533.088224.0118.412.322.483398.39745538167326432179391167.683151.90959.012430.42691.64118.984025.0080313.7610.355126.07801749.923242.51510276849.521739383120.69050945518.59351556.01846.70821886113.30328.81175.95456.47404.78111411416811.347.1284.27974158.77238162.86035362969068.1934.2417.822.2510.11214.909771842.343194.183283.3874255.6737089.0532682.140.960.70709457121277122410144018167322.678128.84815.31445476664.2542674.17521975.12220621.2296313.161051.111501.982867.483432.164.1154286440900002.394516.795093.231214.83170765.7455919.941.462321.9627994.19372846.121113.540.3710363716.9814.078026.83913497.4742.07586.553747.69605637.37411.29002935.99166.984199.08323.2065.4038.466.253.52503.4642.879.4926.280028.773032.247429.206138.310033.04906.03051.917265.4031.103.794.113510.20515962891312687620751063.705144.64340.898308.74174.11812.686322.0167330.338.203118.09377728.36123516653864.768116560887.76669653139.05777751.44630.6893471069.80198.25110.67287.80246.31107610916411.246.2197.649505103.833099123.97910364916467.3630.4517.191.679.12728.8542136046.536104.946284.65140090.3269175.1270893.410.690.3622644911687511249642817662322.677129.98624.78847116890.6063228.63326764.94123588.3976320.001051.936500.982868.693430.287.4818408478800001.639869.524663.110023.65964496.8163005.481.240291.1360849.84371517.44881.7830.3944551893.727.9291219.81431766.3523.17724.068474.35817320.0607.460501779.1586.5391221.31409.8885.1469.5212.056.5390.916.6771.4318.1845.612153.230457.487051.785368.424158.69457.03356.982233.1734.497.197.153514.6041061197157951338398961005.530142.69527.309221.51562.7767.8270621.5896321.829.137122.22468728.246226.07631821690.550725909916.49008624466.91122752.69419.8856433138.79100.4766.39187.33129.01107310916411.245.9154.98075268.618272193.4424164969363.3538.3517.191.829.39213.013848617.051621.481635.7848143.4930328.6522329.341.371.5116844611847411959643017665519.806147.7348.15850968286.1233477.33127198.08023703.0296164.791024.493489.512798.561002.097.0422140319126674.756969.309594.838758.82712363.0011821.33.994885.80420298.3005840.261699.690.9767307189.0339.998581.070510255.2131.08816.548421.42901874.4734.60316721.02484.594136.86265.4655.8818.873.011.7523.261.6822.224.3712.388214.416315.310413.852619.432116.76853.33927.193172.8215.801.741.883405.03589732424332365618171218.874156.29967.156501.218101.71622.486625.9635315.1411.122128.40692747.844241.8979066471.0434783322051.63118740894.89675658.47355.20916981149.39433.42229.28589.07531.98110111416711.147.2328.139133182.557972179.75150563245568.7837.4117.982.4610.28611.888346389.791545.501571.4946723.0128301.1321149.681.491.51721365973649988235314654222.131193.4667.81057688634.6913588.69222798.38225271.4335024.39837.612399.992291.69765.4917.8192042418933335.1665810.19305.5927510.90143129.9312300.35.310877.63646395.4416241.162201.041.273757457.8640.0192105.82610258.0171.42816.551621.47551875.2345.05026721.54484.895132.46232.3550.1014.712.341.4018.181.3117.943.4112.431611.382715.279613.882715.591113.49183.30926.460173.1812.851.771.882823.59536431174576350854961398.020177.77271.770531.152109.69923.612928.8979272.1211.430135.99744909.318299.7398923779.5507246313376.77991740373.30489467.46158.24617105149.02432.11229.71593.13531.39134213720415.457.5345.389961194.401843188.77675651569781.3640.7520.892.9712.03022004.0813.958156576.122044.242094.5358594.5031633.623859.791.271.1358644511827411939542917665325.134123.70210.32546096999.4972856.85027198.85621743.0196161.421024.992488.812795.492137.036.4512712625830004.413668.842334.538215.714391227.079374.602.231263.13006155.3684478.93983.9130.5286325864.2622.424342.22025709.1769.14319.9036212.32711042.3417.97353966.73269.991170.07307.7562.3222.693.682.0229.412.0225.485.5215.994316.809919.347217.422322.459819.32284.34034.636221.9522.012.352.513401.15713539776292446149251092.587139.12057.772433.19188.97718.612924.0874318.8710.330119.78717746.687242.00210620968.608695376860.31861546503.28304054.79044.94322074111.82321.53173.95453.22400.96110311516811.047.3276.768654155.228014156.60561463243161.8231.9617.921.939.92419429.8726.591077470.674005.263969.60106268.3358681.4249232.240.930.5823743711417211009141817260825.129124.25818.15048067231.0143405.41427972.99824522.2206157.491025.384489.422797.433912.307.1555348549776672.1897510.52394.117793.21281694.3244821.241.497241.7074981.14002377.91711.3890.3690602987.0811.607626.53632871.1136.37165.384026.29647527.01711.32822169.93137.734203.10358.6273.9542.277.093.7155.563.8845.4510.5628.960231.731834.691931.311740.432534.80305.43151.710256.9133.064.51834.323410.3839387520372983894514996.904133.44436.595279.68270.60810.665323.1916304.1610.206123.38702745.686233.04220467429.521739587882.23269937715.21627154.94727.2263474959.45163.3296.41257.01207.41110411316710.947.1177.66114884.844108185.35715463260174.6344.5317.772.0810.44919424.1123.157465509.982984.023144.7085606.5352832.4742220.941.000.76982359943639308034414250922.129194.50414.16158028583.0144199.41128596.10528045.9205061.60841.649401.132294.741497.7516.924102137640002.6669911.42154.826035.565001578.246329.943.065903.85512197.9143215.171364.260.7703003849.1320.516355.33615156.6987.54348.8691310.9379938.91023.70283600.95246.446159.60272.5559.5127.844.572.6334.482.5532.536.6223.267421.746828.203225.497128.973225.06784.21640.548206.4220.433.433.652817.67305360569696668958101268.815169.70445.315347.82786.32513.603127.3948262.7810.978133.01160907.757281.25117176230.536232501697.23823134916.03085265.64434.6322759278.72218.06125.35333.40272.72134313720415.457.5222.968514107.498089197.74044251996494.4550.1021.092.9912.54922011.2014.162369347.583025.113210.5269606.8435376.1131426.531.140.81434508129984129810950919672118.508143.34814.56243216970.9042743.62325186.66621015.5437070.601172.153550.933207.983128.394.4234032636540002.867157.544393.592185.56304878.3906183.111.745152.27526108.5682967.921292.620.4584223852.3716.590631.98933880.4449.87447.615958.46273702.06513.45043293.94188.611256.60537.8481.6034.485.723.2545.453.17408.6924.550326.401030.105727.195235.149530.34586.38953.819282.1827.353.533.793866.0909886117065166225641994.583134.82436.367281.67866.41512.710421.5517367.568.380123.85252665.7219.83620246604.623188567696.50591211704.23180447.65330.6343301474.96213.36118.09304.79265.4195194.515717.749.9196.929786106.643392124.14730173433954.9132.6515.781.999.66126298.778.4140543910997310539443417059226.086125.86722.30146856733.1605185.62126906.88624505.9626172.551025.603487.552785.996259.0113.227777173883331.9599219.10305.367084.103691206.223250.891.331091.1738579.11092023.47981.0580.3553622059.038.7123459.90401919.5033.63053.969064.37952348.24317.75491730.8093.3596218.14422.8990.2863.5411.365.8282.626.2550.8817.0241.789949.046140.078735.667638.765836.66525.24355.374191.6615.066.737.093440.518277109874307119549901966.599128.95027.100218.05064.5038.2906722.7599338.4410.945113.14396753.635232.69535954425.362319629984.5142533890.77088252.60821.0605832641.68108.9769.93189.55139.111133152.90204968.606542189.29616664017353.5062.0216.872.3611.06518770.156.329714431090759999543217258226.129124.29720.98447597042.3544510.83027361.59724666.3636184.201027.592490.262803.556325.079.6547832773506671.6359912.68203.847464.06041650.9813252.481.251161.1727857.51111708.05910.1420.3547142057.938.6470730.64271918.2825.05333.965104.36002348.32610.48411705.3593.2842216.86406.6690.7866.6711.365.8783.336.2458.8216.9541.394449.955945.767440.850251.874144.71515.94256.122228.3819.556.757.313430.7661641084125141030339551032.978145.51029.258244.91064.4218.1933722.7088315.6610.289138.25629753.433227.15935888907.985507725740.7237953197.74295453.13520.9945852541.72108.9470.04190.01139.001123152.09368168.202167194.84686163902653.6657.2518.422.4611.49018775.9417.0608106415.533485.993570.4699821.8949330.1551225.180.360.4861441811488312668138016556492.36120.82152466577.3433057.05919303.56121641.9544665.33750.357478.092046.35990.79835.136647539720001.675608.88390149.339710.1403076.762.225402.2047196.688111728.81485.471131.131899.241301.3642.5413730.306321.17676.16140.1458.8211.034.7376.925.854016.6047.646445.186952.953247.580652.354145.43305.71454.472291.1728.717.288.123769.723664116765028113278977849.192108.67524.005200.03959.9567.6745522.3247323.589.23072.81599730.7219.65220348261.028985891303.1219436105.72895754.31019.1936289741.76101.3465.67177.79132.04122621316.366.4147.68585662.431047175.19370850052449.4739.5415.161.7910.41927.1060104107.995052.635310.16120961.9163393.3553978.900.780.4455139910276910118839415755124.151139.75022.53551727256.9203495.61228107.03625275.1595513.08917.750437.622497.865319.588.4307088865546671.576879.976693.048664.48918559.4683551.381.257951.2664956.64651793.75739.1630.3762222238.059.2066522.38302197.8125.77224.490394.87194399.2988.747941904.28106.893215.64431.7689.5562.510.425.5876.925.7162.515.62538.122246.175746.792042.761359.056350.97695.95553.040229.9133.895.886.403147.9075211035138531199123571012.035129.68927.581232.05366.6679.2621724.5437310.409.949117.72613841.647258.34331988149.246377795715.3113554009.40533157.82623.0885180347.63124.5979.00211.33158.13125212320011.364.2161.84631473.581913185.22973457348358.4842.8818.762.3012.45920225.1816.517184766.145059.025284.3494642.9943490.1538493.570.630.454224071032719668639615954324.154141.89821.88751617566.3423813.74628251.82825636.6945523.31917.505438.232516.875650.717.6047095566083331.537296.658422.781934.46440461.9353548.601.225891.2639555.35651734.20743.6950.3614142252.679.1875119.37232198.1825.06724.465234.85689399.3087.636511904.45106.714212.99400.2488.6661.5810.325.5476.925.7162.515.5438.103346.418446.908442.494659.050250.86485.99652.314229.5333.105.865.523130.8587131041066761050706061073.762146.43529.276244.94069.1959.0907324.7792293.5310.294135.05100841.323255.58832444647.434783790827.5724643168.73208158.28023.1475305148.00124.6779.22211.37157.99125312320022.664.1163.70723273.216224197.29377457434857.6941.2919.622.4212.95420231.5813.642551975.352641.322677.6465522.4633490.0324288.341.110.8692541010617110899140416058724.187138.84613.04050127200.7523017.32526711.17322226.8455517.02920.513436.732492.482950.164.6773559933840002.699777.890713.432365.69900874.2017095.621.639282.20053107.8043402.071029.240.4156144426.0617.321730.88004364.0048.06407.982929.37107796.75312.70593368.21207.911205.63353.7867.3332.975.383.0043.482.9637.048.0921.382924.726726.063823.719232.908828.29285.11246.873256.2427.993.043.303152.50143754437117593507941067.641132.22841.137317.61076.14714.804625.3555321.139.672117.35692842.099273.12516759832.26087512031.4192315941.31814157.39935.9832906186.89246.81134.22350.47305.20125012220011.464.1219.3197120.169346127.99629656979361.2031.9818.672.0012.08820221.25OpenBenchmarking.org

High Performance Conjugate Gradient

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

OpenBenchmarking.orgGFLOP/s, More Is BetterHigh Performance Conjugate Gradient 3.12 x Xeon Gold 5220RXeon Gold 5220RXeon Platinum 82802 x Xeon Platinum 8280Xeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216Xeon W-3275M2 x Xeon Platinum 8275CL2 x Xeon Platinum 8275CL NUMA offEPYC 2 7R322 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA offXeon Platinum 8259CL714212835SE +/- 0.15366, N = 3SE +/- 0.08231, N = 3SE +/- 0.04073, N = 3SE +/- 0.24605, N = 3SE +/- 0.01417, N = 3SE +/- 0.03282, N = 3SE +/- 0.02780, N = 3SE +/- 0.12533, N = 3SE +/- 0.00847, N = 3SE +/- 0.15186, N = 3SE +/- 0.60187, N = 9SE +/- 0.06827, N = 7SE +/- 0.00395, N = 3SE +/- 0.12742, N = 3SE +/- 0.00225, N = 3SE +/- 0.03425, N = 325.6303013.3529014.9097028.8542013.0138011.8883013.9581026.5910023.1574014.162308.414056.3297117.0608027.1060016.5171013.642501. (CXX) g++ options: -O3 -ffast-math -ftree-vectorize -pthread -lmpi_cxx -lmpi
OpenBenchmarking.orgGFLOP/s, More Is BetterHigh Performance Conjugate Gradient 3.12 x Xeon Gold 5220RXeon Gold 5220RXeon Platinum 82802 x Xeon Platinum 8280Xeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216Xeon W-3275M2 x Xeon Platinum 8275CL2 x Xeon Platinum 8275CL NUMA offEPYC 2 7R322 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA offXeon Platinum 8259CL612182430Min: 25.33 / Avg: 25.63 / Max: 25.84Min: 13.19 / Avg: 13.35 / Max: 13.44Min: 14.87 / Avg: 14.91 / Max: 14.99Min: 28.36 / Avg: 28.85 / Max: 29.14Min: 13 / Avg: 13.01 / Max: 13.04Min: 11.82 / Avg: 11.89 / Max: 11.93Min: 13.92 / Avg: 13.96 / Max: 14.01Min: 26.34 / Avg: 26.59 / Max: 26.74Min: 23.15 / Avg: 23.16 / Max: 23.17Min: 13.94 / Avg: 14.16 / Max: 14.45Min: 6.44 / Avg: 8.41 / Max: 10.67Min: 6 / Avg: 6.33 / Max: 6.51Min: 17.05 / Avg: 17.06 / Max: 17.07Min: 26.88 / Avg: 27.11 / Max: 27.33Min: 16.51 / Avg: 16.52 / Max: 16.52Min: 13.58 / Avg: 13.64 / Max: 13.691. (CXX) g++ options: -O3 -ffast-math -ftree-vectorize -pthread -lmpi_cxx -lmpi

NAS Parallel Benchmarks

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

OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: BT.C2 x Xeon Gold 5220RXeon Gold 5220RXeon Platinum 82802 x Xeon Platinum 8280Xeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216Xeon W-3275MEPYC 2 7R322 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA offXeon Platinum 8259CL30K60K90K120K150KSE +/- 42.06, N = 3SE +/- 44.99, N = 3SE +/- 52.95, N = 3SE +/- 78.84, N = 3SE +/- 54.74, N = 3SE +/- 4.15, N = 3SE +/- 27.55, N = 3SE +/- 86.40, N = 3SE +/- 124.40, N = 3SE +/- 127.07, N = 3SE +/- 500.22, N = 3SE +/- 107.83, N = 3SE +/- 64.74, N = 3SE +/- 15.49, N = 3100761.2950787.7971842.34136046.5348617.0546389.7956576.1277470.6765509.9869347.58106415.53104107.9984766.1451975.351. (F9X) gfortran options: -O3 -march=native -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi2. 2 x Xeon Gold 5220R: Open MPI 4.0.3rc43. Xeon Gold 5220R: Open MPI 4.0.3rc44. Xeon Platinum 8280: Open MPI 4.0.3rc45. 2 x Xeon Platinum 8280: Open MPI 4.0.3rc46. Xeon Gold 5218: Open MPI 4.0.3rc47. Xeon Silver 4216: Open MPI 4.0.3rc48. Xeon Gold 6226R: Open MPI 4.0.3rc49. 2 x Xeon Gold 6226R: Open MPI 4.0.3rc410. 2 x Xeon Silver 4216: Open MPI 4.0.3rc411. Xeon W-3275M: Open MPI 3.1.312. EPYC 2 7R32: Open MPI 3.1.313. 2 x Xeon Platinum 8259CL: Open MPI 3.1.314. 2 x Xeon Platinum 8259CL NUMA off: Open MPI 3.1.315. Xeon Platinum 8259CL: Open MPI 3.1.3
OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: BT.C2 x Xeon Gold 5220RXeon Gold 5220RXeon Platinum 82802 x Xeon Platinum 8280Xeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216Xeon W-3275MEPYC 2 7R322 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA offXeon Platinum 8259CL20K40K60K80K100KMin: 100685.96 / Avg: 100761.29 / Max: 100831.39Min: 50727.36 / Avg: 50787.79 / Max: 50875.75Min: 71737.27 / Avg: 71842.34 / Max: 71906.41Min: 135902.03 / Avg: 136046.53 / Max: 136173.43Min: 48514.92 / Avg: 48617.05 / Max: 48702.27Min: 46381.54 / Avg: 46389.79 / Max: 46394.69Min: 56521.75 / Avg: 56576.12 / Max: 56611.03Min: 77347.16 / Avg: 77470.67 / Max: 77637.1Min: 65277.55 / Avg: 65509.98 / Max: 65703.08Min: 69139.32 / Avg: 69347.58 / Max: 69577.86Min: 105553.29 / Avg: 106415.53 / Max: 107286.06Min: 103947.99 / Avg: 104107.99 / Max: 104313.21Min: 84639.23 / Avg: 84766.14 / Max: 84851.8Min: 51950.76 / Avg: 51975.35 / Max: 52003.961. (F9X) gfortran options: -O3 -march=native -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi2. 2 x Xeon Gold 5220R: Open MPI 4.0.3rc43. Xeon Gold 5220R: Open MPI 4.0.3rc44. Xeon Platinum 8280: Open MPI 4.0.3rc45. 2 x Xeon Platinum 8280: Open MPI 4.0.3rc46. Xeon Gold 5218: Open MPI 4.0.3rc47. Xeon Silver 4216: Open MPI 4.0.3rc48. Xeon Gold 6226R: Open MPI 4.0.3rc49. 2 x Xeon Gold 6226R: Open MPI 4.0.3rc410. 2 x Xeon Silver 4216: Open MPI 4.0.3rc411. Xeon W-3275M: Open MPI 3.1.312. EPYC 2 7R32: Open MPI 3.1.313. 2 x Xeon Platinum 8259CL: Open MPI 3.1.314. 2 x Xeon Platinum 8259CL NUMA off: Open MPI 3.1.315. Xeon Platinum 8259CL: Open MPI 3.1.3

OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: EP.C2 x Xeon Gold 5220RXeon Gold 5220RXeon Platinum 82802 x Xeon Platinum 8280Xeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216Xeon W-3275MEPYC 2 7R322 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA offXeon Platinum 8259CL13002600390052006500SE +/- 32.92, N = 3SE +/- 2.92, N = 3SE +/- 44.67, N = 3SE +/- 88.25, N = 3SE +/- 2.61, N = 3SE +/- 19.04, N = 5SE +/- 34.91, N = 3SE +/- 38.41, N = 3SE +/- 38.56, N = 4SE +/- 40.50, N = 3SE +/- 31.12, N = 3SE +/- 77.32, N = 3SE +/- 34.33, N = 3SE +/- 14.22, N = 33768.661863.153194.186104.941621.481545.502044.244005.262984.023025.113485.995052.635059.022641.321. (F9X) gfortran options: -O3 -march=native -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi2. 2 x Xeon Gold 5220R: Open MPI 4.0.3rc43. Xeon Gold 5220R: Open MPI 4.0.3rc44. Xeon Platinum 8280: Open MPI 4.0.3rc45. 2 x Xeon Platinum 8280: Open MPI 4.0.3rc46. Xeon Gold 5218: Open MPI 4.0.3rc47. Xeon Silver 4216: Open MPI 4.0.3rc48. Xeon Gold 6226R: Open MPI 4.0.3rc49. 2 x Xeon Gold 6226R: Open MPI 4.0.3rc410. 2 x Xeon Silver 4216: Open MPI 4.0.3rc411. Xeon W-3275M: Open MPI 3.1.312. EPYC 2 7R32: Open MPI 3.1.313. 2 x Xeon Platinum 8259CL: Open MPI 3.1.314. 2 x Xeon Platinum 8259CL NUMA off: Open MPI 3.1.315. Xeon Platinum 8259CL: Open MPI 3.1.3
OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: EP.C2 x Xeon Gold 5220RXeon Gold 5220RXeon Platinum 82802 x Xeon Platinum 8280Xeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216Xeon W-3275MEPYC 2 7R322 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA offXeon Platinum 8259CL11002200330044005500Min: 3734.36 / Avg: 3768.66 / Max: 3834.48Min: 1857.46 / Avg: 1863.15 / Max: 1867.15Min: 3104.97 / Avg: 3194.18 / Max: 3242.83Min: 5932.36 / Avg: 6104.94 / Max: 6223.27Min: 1617.94 / Avg: 1621.48 / Max: 1626.57Min: 1469.5 / Avg: 1545.5 / Max: 1569.13Min: 1974.49 / Avg: 2044.24 / Max: 2081.81Min: 3963.62 / Avg: 4005.26 / Max: 4081.98Min: 2937.05 / Avg: 2984.02 / Max: 3099.13Min: 2944.61 / Avg: 3025.11 / Max: 3073.1Min: 3424.02 / Avg: 3485.99 / Max: 3521.98Min: 4898.09 / Avg: 5052.63 / Max: 5134.94Min: 4995.12 / Avg: 5059.02 / Max: 5112.71Min: 2613.87 / Avg: 2641.32 / Max: 2661.461. (F9X) gfortran options: -O3 -march=native -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi2. 2 x Xeon Gold 5220R: Open MPI 4.0.3rc43. Xeon Gold 5220R: Open MPI 4.0.3rc44. Xeon Platinum 8280: Open MPI 4.0.3rc45. 2 x Xeon Platinum 8280: Open MPI 4.0.3rc46. Xeon Gold 5218: Open MPI 4.0.3rc47. Xeon Silver 4216: Open MPI 4.0.3rc48. Xeon Gold 6226R: Open MPI 4.0.3rc49. 2 x Xeon Gold 6226R: Open MPI 4.0.3rc410. 2 x Xeon Silver 4216: Open MPI 4.0.3rc411. Xeon W-3275M: Open MPI 3.1.312. EPYC 2 7R32: Open MPI 3.1.313. 2 x Xeon Platinum 8259CL: Open MPI 3.1.314. 2 x Xeon Platinum 8259CL NUMA off: Open MPI 3.1.315. Xeon Platinum 8259CL: Open MPI 3.1.3

OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: EP.D2 x Xeon Gold 5220RXeon Gold 5220RXeon Platinum 82802 x Xeon Platinum 8280Xeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216Xeon W-3275MEPYC 2 7R322 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA offXeon Platinum 8259CL13002600390052006500SE +/- 54.90, N = 4SE +/- 6.98, N = 3SE +/- 46.76, N = 4SE +/- 148.86, N = 12SE +/- 4.92, N = 3SE +/- 6.21, N = 3SE +/- 8.86, N = 3SE +/- 124.07, N = 12SE +/- 2.84, N = 3SE +/- 4.09, N = 3SE +/- 5.75, N = 3SE +/- 89.39, N = 3SE +/- 84.22, N = 3SE +/- 38.58, N = 43780.591966.613283.386284.651635.781571.492094.533969.603144.703210.523570.465310.165284.342677.641. (F9X) gfortran options: -O3 -march=native -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi2. 2 x Xeon Gold 5220R: Open MPI 4.0.3rc43. Xeon Gold 5220R: Open MPI 4.0.3rc44. Xeon Platinum 8280: Open MPI 4.0.3rc45. 2 x Xeon Platinum 8280: Open MPI 4.0.3rc46. Xeon Gold 5218: Open MPI 4.0.3rc47. Xeon Silver 4216: Open MPI 4.0.3rc48. Xeon Gold 6226R: Open MPI 4.0.3rc49. 2 x Xeon Gold 6226R: Open MPI 4.0.3rc410. 2 x Xeon Silver 4216: Open MPI 4.0.3rc411. Xeon W-3275M: Open MPI 3.1.312. EPYC 2 7R32: Open MPI 3.1.313. 2 x Xeon Platinum 8259CL: Open MPI 3.1.314. 2 x Xeon Platinum 8259CL NUMA off: Open MPI 3.1.315. Xeon Platinum 8259CL: Open MPI 3.1.3
OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: EP.D2 x Xeon Gold 5220RXeon Gold 5220RXeon Platinum 82802 x Xeon Platinum 8280Xeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216Xeon W-3275MEPYC 2 7R322 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA offXeon Platinum 8259CL11002200330044005500Min: 3717.95 / Avg: 3780.59 / Max: 3944.66Min: 1952.65 / Avg: 1966.61 / Max: 1973.87Min: 3145.86 / Avg: 3283.38 / Max: 3354.94Min: 4701.54 / Avg: 6284.65 / Max: 6575.23Min: 1625.96 / Avg: 1635.78 / Max: 1641.15Min: 1559.59 / Avg: 1571.49 / Max: 1580.5Min: 2077.69 / Avg: 2094.53 / Max: 2107.74Min: 2633.08 / Avg: 3969.6 / Max: 4172.05Min: 3139.95 / Avg: 3144.7 / Max: 3149.76Min: 3202.35 / Avg: 3210.52 / Max: 3214.74Min: 3559.68 / Avg: 3570.46 / Max: 3579.3Min: 5131.81 / Avg: 5310.16 / Max: 5410.13Min: 5126.12 / Avg: 5284.34 / Max: 5413.51Min: 2562.02 / Avg: 2677.64 / Max: 2719.761. (F9X) gfortran options: -O3 -march=native -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi2. 2 x Xeon Gold 5220R: Open MPI 4.0.3rc43. Xeon Gold 5220R: Open MPI 4.0.3rc44. Xeon Platinum 8280: Open MPI 4.0.3rc45. 2 x Xeon Platinum 8280: Open MPI 4.0.3rc46. Xeon Gold 5218: Open MPI 4.0.3rc47. Xeon Silver 4216: Open MPI 4.0.3rc48. Xeon Gold 6226R: Open MPI 4.0.3rc49. 2 x Xeon Gold 6226R: Open MPI 4.0.3rc410. 2 x Xeon Silver 4216: Open MPI 4.0.3rc411. Xeon W-3275M: Open MPI 3.1.312. EPYC 2 7R32: Open MPI 3.1.313. 2 x Xeon Platinum 8259CL: Open MPI 3.1.314. 2 x Xeon Platinum 8259CL NUMA off: Open MPI 3.1.315. Xeon Platinum 8259CL: Open MPI 3.1.3

OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: LU.C2 x Xeon Gold 5220RXeon Gold 5220RXeon Platinum 82802 x Xeon Platinum 8280Xeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216Xeon W-3275MEPYC 2 7R322 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA offXeon Platinum 8259CL30K60K90K120K150KSE +/- 135.16, N = 3SE +/- 45.25, N = 3SE +/- 82.95, N = 3SE +/- 188.25, N = 3SE +/- 41.33, N = 3SE +/- 38.08, N = 3SE +/- 30.22, N = 3SE +/- 50.65, N = 3SE +/- 91.80, N = 3SE +/- 35.10, N = 3SE +/- 139.53, N = 3SE +/- 55.32, N = 3SE +/- 32.58, N = 3SE +/- 7.82, N = 3108883.4056744.8774255.67140090.3248143.4946723.0158594.50106268.3385606.5369606.8499821.89120961.9194642.9965522.461. (F9X) gfortran options: -O3 -march=native -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi2. 2 x Xeon Gold 5220R: Open MPI 4.0.3rc43. Xeon Gold 5220R: Open MPI 4.0.3rc44. Xeon Platinum 8280: Open MPI 4.0.3rc45. 2 x Xeon Platinum 8280: Open MPI 4.0.3rc46. Xeon Gold 5218: Open MPI 4.0.3rc47. Xeon Silver 4216: Open MPI 4.0.3rc48. Xeon Gold 6226R: Open MPI 4.0.3rc49. 2 x Xeon Gold 6226R: Open MPI 4.0.3rc410. 2 x Xeon Silver 4216: Open MPI 4.0.3rc411. Xeon W-3275M: Open MPI 3.1.312. EPYC 2 7R32: Open MPI 3.1.313. 2 x Xeon Platinum 8259CL: Open MPI 3.1.314. 2 x Xeon Platinum 8259CL NUMA off: Open MPI 3.1.315. Xeon Platinum 8259CL: Open MPI 3.1.3
OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: LU.C2 x Xeon Gold 5220RXeon Gold 5220RXeon Platinum 82802 x Xeon Platinum 8280Xeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216Xeon W-3275MEPYC 2 7R322 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA offXeon Platinum 8259CL20K40K60K80K100KMin: 108624.98 / Avg: 108883.4 / Max: 109081.3Min: 56665.37 / Avg: 56744.87 / Max: 56822.08Min: 74132.61 / Avg: 74255.67 / Max: 74413.56Min: 139782.23 / Avg: 140090.32 / Max: 140431.78Min: 48060.96 / Avg: 48143.49 / Max: 48188.92Min: 46665.97 / Avg: 46723.01 / Max: 46795.23Min: 58546.53 / Avg: 58594.5 / Max: 58650.34Min: 106173.01 / Avg: 106268.33 / Max: 106345.67Min: 85444.23 / Avg: 85606.53 / Max: 85762.01Min: 69537.04 / Avg: 69606.84 / Max: 69648.18Min: 99545.48 / Avg: 99821.89 / Max: 99993.33Min: 120853.03 / Avg: 120961.91 / Max: 121033.42Min: 94578.17 / Avg: 94642.99 / Max: 94681.05Min: 65509.33 / Avg: 65522.46 / Max: 65536.371. (F9X) gfortran options: -O3 -march=native -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi2. 2 x Xeon Gold 5220R: Open MPI 4.0.3rc43. Xeon Gold 5220R: Open MPI 4.0.3rc44. Xeon Platinum 8280: Open MPI 4.0.3rc45. 2 x Xeon Platinum 8280: Open MPI 4.0.3rc46. Xeon Gold 5218: Open MPI 4.0.3rc47. Xeon Silver 4216: Open MPI 4.0.3rc48. Xeon Gold 6226R: Open MPI 4.0.3rc49. 2 x Xeon Gold 6226R: Open MPI 4.0.3rc410. 2 x Xeon Silver 4216: Open MPI 4.0.3rc411. Xeon W-3275M: Open MPI 3.1.312. EPYC 2 7R32: Open MPI 3.1.313. 2 x Xeon Platinum 8259CL: Open MPI 3.1.314. 2 x Xeon Platinum 8259CL NUMA off: Open MPI 3.1.315. Xeon Platinum 8259CL: Open MPI 3.1.3

OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: MG.C2 x Xeon Gold 5220RXeon Gold 5220RXeon Platinum 82802 x Xeon Platinum 8280Xeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216Xeon W-3275MEPYC 2 7R322 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA offXeon Platinum 8259CL15K30K45K60K75KSE +/- 464.43, N = 3SE +/- 114.95, N = 3SE +/- 129.93, N = 3SE +/- 860.82, N = 5SE +/- 36.97, N = 3SE +/- 69.19, N = 3SE +/- 27.89, N = 3SE +/- 193.70, N = 3SE +/- 151.51, N = 3SE +/- 40.04, N = 3SE +/- 796.48, N = 3SE +/- 304.73, N = 3SE +/- 420.94, N = 3SE +/- 114.90, N = 358984.1831197.2237089.0569175.1230328.6528301.1331633.6058681.4252832.4735376.1149330.1563393.3543490.1533490.031. (F9X) gfortran options: -O3 -march=native -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi2. 2 x Xeon Gold 5220R: Open MPI 4.0.3rc43. Xeon Gold 5220R: Open MPI 4.0.3rc44. Xeon Platinum 8280: Open MPI 4.0.3rc45. 2 x Xeon Platinum 8280: Open MPI 4.0.3rc46. Xeon Gold 5218: Open MPI 4.0.3rc47. Xeon Silver 4216: Open MPI 4.0.3rc48. Xeon Gold 6226R: Open MPI 4.0.3rc49. 2 x Xeon Gold 6226R: Open MPI 4.0.3rc410. 2 x Xeon Silver 4216: Open MPI 4.0.3rc411. Xeon W-3275M: Open MPI 3.1.312. EPYC 2 7R32: Open MPI 3.1.313. 2 x Xeon Platinum 8259CL: Open MPI 3.1.314. 2 x Xeon Platinum 8259CL NUMA off: Open MPI 3.1.315. Xeon Platinum 8259CL: Open MPI 3.1.3
OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: MG.C2 x Xeon Gold 5220RXeon Gold 5220RXeon Platinum 82802 x Xeon Platinum 8280Xeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216Xeon W-3275MEPYC 2 7R322 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA offXeon Platinum 8259CL12K24K36K48K60KMin: 58217.07 / Avg: 58984.18 / Max: 59821.32Min: 31005.72 / Avg: 31197.22 / Max: 31403.15Min: 36871.31 / Avg: 37089.05 / Max: 37320.74Min: 65816.37 / Avg: 69175.12 / Max: 70473.32Min: 30262.71 / Avg: 30328.65 / Max: 30390.59Min: 28162.78 / Avg: 28301.13 / Max: 28372.29Min: 31603.6 / Avg: 31633.57 / Max: 31689.3Min: 58472.75 / Avg: 58681.42 / Max: 59068.42Min: 52677.5 / Avg: 52832.47 / Max: 53135.46Min: 35296.05 / Avg: 35376.11 / Max: 35417.16Min: 47737.23 / Avg: 49330.15 / Max: 50135.69Min: 62936.33 / Avg: 63393.35 / Max: 63971.05Min: 42703.26 / Avg: 43490.15 / Max: 44142.79Min: 33260.27 / Avg: 33490.03 / Max: 33608.131. (F9X) gfortran options: -O3 -march=native -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi2. 2 x Xeon Gold 5220R: Open MPI 4.0.3rc43. Xeon Gold 5220R: Open MPI 4.0.3rc44. Xeon Platinum 8280: Open MPI 4.0.3rc45. 2 x Xeon Platinum 8280: Open MPI 4.0.3rc46. Xeon Gold 5218: Open MPI 4.0.3rc47. Xeon Silver 4216: Open MPI 4.0.3rc48. Xeon Gold 6226R: Open MPI 4.0.3rc49. 2 x Xeon Gold 6226R: Open MPI 4.0.3rc410. 2 x Xeon Silver 4216: Open MPI 4.0.3rc411. Xeon W-3275M: Open MPI 3.1.312. EPYC 2 7R32: Open MPI 3.1.313. 2 x Xeon Platinum 8259CL: Open MPI 3.1.314. 2 x Xeon Platinum 8259CL NUMA off: Open MPI 3.1.315. Xeon Platinum 8259CL: Open MPI 3.1.3

OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: SP.B2 x Xeon Gold 5220RXeon Gold 5220RXeon Platinum 82802 x Xeon Platinum 8280Xeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216Xeon W-3275MEPYC 2 7R322 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA offXeon Platinum 8259CL15K30K45K60K75KSE +/- 31.12, N = 3SE +/- 54.67, N = 3SE +/- 151.80, N = 3SE +/- 115.61, N = 3SE +/- 13.76, N = 3SE +/- 57.24, N = 3SE +/- 23.98, N = 3SE +/- 190.70, N = 3SE +/- 157.62, N = 3SE +/- 146.25, N = 3SE +/- 520.84, N = 15SE +/- 77.17, N = 3SE +/- 42.29, N = 3SE +/- 28.87, N = 350932.8823346.5632682.1470893.4122329.3421149.6823859.7949232.2442220.9431426.5351225.1853978.9038493.5724288.341. (F9X) gfortran options: -O3 -march=native -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi2. 2 x Xeon Gold 5220R: Open MPI 4.0.3rc43. Xeon Gold 5220R: Open MPI 4.0.3rc44. Xeon Platinum 8280: Open MPI 4.0.3rc45. 2 x Xeon Platinum 8280: Open MPI 4.0.3rc46. Xeon Gold 5218: Open MPI 4.0.3rc47. Xeon Silver 4216: Open MPI 4.0.3rc48. Xeon Gold 6226R: Open MPI 4.0.3rc49. 2 x Xeon Gold 6226R: Open MPI 4.0.3rc410. 2 x Xeon Silver 4216: Open MPI 4.0.3rc411. Xeon W-3275M: Open MPI 3.1.312. EPYC 2 7R32: Open MPI 3.1.313. 2 x Xeon Platinum 8259CL: Open MPI 3.1.314. 2 x Xeon Platinum 8259CL NUMA off: Open MPI 3.1.315. Xeon Platinum 8259CL: Open MPI 3.1.3
OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: SP.B2 x Xeon Gold 5220RXeon Gold 5220RXeon Platinum 82802 x Xeon Platinum 8280Xeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216Xeon W-3275MEPYC 2 7R322 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA offXeon Platinum 8259CL12K24K36K48K60KMin: 50883.15 / Avg: 50932.88 / Max: 50990.17Min: 23237.23 / Avg: 23346.56 / Max: 23402.32Min: 32463.91 / Avg: 32682.14 / Max: 32974.04Min: 70669.66 / Avg: 70893.41 / Max: 71055.77Min: 22303.03 / Avg: 22329.34 / Max: 22349.49Min: 21073.93 / Avg: 21149.68 / Max: 21261.89Min: 23818.76 / Avg: 23859.79 / Max: 23901.82Min: 48851.27 / Avg: 49232.24 / Max: 49438.54Min: 41916.05 / Avg: 42220.94 / Max: 42442.75Min: 31256.3 / Avg: 31426.53 / Max: 31717.64Min: 47454.17 / Avg: 51225.18 / Max: 53854.46Min: 53838.15 / Avg: 53978.9 / Max: 54104.11Min: 38418.48 / Avg: 38493.57 / Max: 38564.84Min: 24230.63 / Avg: 24288.34 / Max: 24318.81. (F9X) gfortran options: -O3 -march=native -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi2. 2 x Xeon Gold 5220R: Open MPI 4.0.3rc43. Xeon Gold 5220R: Open MPI 4.0.3rc44. Xeon Platinum 8280: Open MPI 4.0.3rc45. 2 x Xeon Platinum 8280: Open MPI 4.0.3rc46. Xeon Gold 5218: Open MPI 4.0.3rc47. Xeon Silver 4216: Open MPI 4.0.3rc48. Xeon Gold 6226R: Open MPI 4.0.3rc49. 2 x Xeon Gold 6226R: Open MPI 4.0.3rc410. 2 x Xeon Silver 4216: Open MPI 4.0.3rc411. Xeon W-3275M: Open MPI 3.1.312. EPYC 2 7R32: Open MPI 3.1.313. 2 x Xeon Platinum 8259CL: Open MPI 3.1.314. 2 x Xeon Platinum 8259CL NUMA off: Open MPI 3.1.315. Xeon Platinum 8259CL: Open MPI 3.1.3

CloverLeaf

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

OpenBenchmarking.orgSeconds, Fewer Is BetterCloverLeafLagrangian-Eulerian Hydrodynamics2 x Xeon Gold 5220RXeon Gold 5220RXeon Platinum 82802 x Xeon Platinum 8280Xeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216Xeon W-3275MEPYC 2 7R322 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA offXeon Platinum 8259CL0.33530.67061.00591.34121.6765SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.02, N = 15SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.04, N = 15SE +/- 0.04, N = 15SE +/- 0.02, N = 15SE +/- 0.00, N = 3SE +/- 0.03, N = 15SE +/- 0.00, N = 3SE +/- 0.00, N = 31.061.280.960.691.371.491.270.931.001.140.360.780.631.111. (F9X) gfortran options: -O3 -march=native -funroll-loops -fopenmp
OpenBenchmarking.orgSeconds, Fewer Is BetterCloverLeafLagrangian-Eulerian Hydrodynamics2 x Xeon Gold 5220RXeon Gold 5220RXeon Platinum 82802 x Xeon Platinum 8280Xeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216Xeon W-3275MEPYC 2 7R322 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA offXeon Platinum 8259CL246810Min: 1.04 / Avg: 1.06 / Max: 1.07Min: 1.28 / Avg: 1.28 / Max: 1.3Min: 0.96 / Avg: 0.96 / Max: 0.96Min: 0.53 / Avg: 0.69 / Max: 0.75Min: 1.37 / Avg: 1.37 / Max: 1.38Min: 1.47 / Avg: 1.49 / Max: 1.5Min: 1.26 / Avg: 1.27 / Max: 1.27Min: 0.74 / Avg: 0.93 / Max: 1.08Min: 0.72 / Avg: 1 / Max: 1.18Min: 1.04 / Avg: 1.14 / Max: 1.24Min: 0.35 / Avg: 0.36 / Max: 0.36Min: 0.59 / Avg: 0.78 / Max: 0.95Min: 0.63 / Avg: 0.63 / Max: 0.64Min: 1.11 / Avg: 1.11 / Max: 1.121. (F9X) gfortran options: -O3 -march=native -funroll-loops -fopenmp

NAMD

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

OpenBenchmarking.orgdays/ns, Fewer Is BetterNAMD 2.13ATPase Simulation - 327,506 Atoms2 x Xeon Gold 5220RXeon Gold 5220RXeon Platinum 82802 x Xeon Platinum 8280Xeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216Xeon W-3275MEPYC 2 7R322 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA offXeon Platinum 8259CL0.34140.68281.02421.36561.707SE +/- 0.00612, N = 3SE +/- 0.00122, N = 3SE +/- 0.00060, N = 3SE +/- 0.00133, N = 3SE +/- 0.00100, N = 3SE +/- 0.00193, N = 3SE +/- 0.00117, N = 3SE +/- 0.00104, N = 3SE +/- 0.00193, N = 3SE +/- 0.00775, N = 15SE +/- 0.00084, N = 3SE +/- 0.00038, N = 3SE +/- 0.00012, N = 3SE +/- 0.00063, N = 30.603331.157450.707090.362261.511681.517211.135860.582370.769820.814340.486140.445510.454220.86925
OpenBenchmarking.orgdays/ns, Fewer Is BetterNAMD 2.13ATPase Simulation - 327,506 Atoms2 x Xeon Gold 5220RXeon Gold 5220RXeon Platinum 82802 x Xeon Platinum 8280Xeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216Xeon W-3275MEPYC 2 7R322 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA offXeon Platinum 8259CL246810Min: 0.59 / Avg: 0.6 / Max: 0.62Min: 1.16 / Avg: 1.16 / Max: 1.16Min: 0.71 / Avg: 0.71 / Max: 0.71Min: 0.36 / Avg: 0.36 / Max: 0.36Min: 1.51 / Avg: 1.51 / Max: 1.51Min: 1.51 / Avg: 1.52 / Max: 1.52Min: 1.13 / Avg: 1.14 / Max: 1.14Min: 0.58 / Avg: 0.58 / Max: 0.58Min: 0.77 / Avg: 0.77 / Max: 0.77Min: 0.78 / Avg: 0.81 / Max: 0.87Min: 0.48 / Avg: 0.49 / Max: 0.49Min: 0.45 / Avg: 0.45 / Max: 0.45Min: 0.45 / Avg: 0.45 / Max: 0.45Min: 0.87 / Avg: 0.87 / Max: 0.87

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 Gold 5220RXeon Gold 5220RXeon Platinum 82802 x Xeon Platinum 8280Xeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216Xeon W-3275M2 x Xeon Platinum 8275CL2 x Xeon Platinum 8275CL NUMA offEPYC 2 7R322 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA offXeon Platinum 8259CL110220330440550SE +/- 0.58, N = 3SE +/- 1.00, N = 3SE +/- 2.33, N = 3SE +/- 2.33, N = 3SE +/- 0.33, N = 34374444574494463654454373595084394434183994074101. (CXX) g++ options: -pthread -fomit-frame-pointer -fstrict-aliasing -ffast-math -O3
OpenBenchmarking.orgMB/s, More Is Betterlzbench 1.8Test: Zstd 1 - Process: Compression2 x Xeon Gold 5220RXeon Gold 5220RXeon Platinum 82802 x Xeon Platinum 8280Xeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216Xeon W-3275M2 x Xeon Platinum 8275CL2 x Xeon Platinum 8275CL NUMA offEPYC 2 7R322 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA offXeon Platinum 8259CL90180270360450Min: 456 / Avg: 457 / Max: 458Min: 506 / Avg: 508 / Max: 509Min: 394 / Avg: 398.67 / Max: 401Min: 402 / Avg: 406.67 / Max: 409Min: 409 / Avg: 409.67 / Max: 4101. (CXX) g++ options: -pthread -fomit-frame-pointer -fstrict-aliasing -ffast-math -O3

OpenBenchmarking.orgMB/s, More Is Betterlzbench 1.8Test: Zstd 1 - Process: Decompression2 x Xeon Gold 5220RXeon Gold 5220RXeon Platinum 82802 x Xeon Platinum 8280Xeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216Xeon W-3275M2 x Xeon Platinum 8275CL2 x Xeon Platinum 8275CL NUMA offEPYC 2 7R322 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA offXeon Platinum 8259CL30060090012001500SE +/- 0.67, N = 3SE +/- 2.00, N = 3SE +/- 0.33, N = 3SE +/- 0.67, N = 3SE +/- 1.33, N = 3SE +/- 2.65, N = 3SE +/- 0.33, N = 3SE +/- 0.67, N = 3SE +/- 0.67, N = 3114711801212116811849731182114194312991099109011481027103210611. (CXX) g++ options: -pthread -fomit-frame-pointer -fstrict-aliasing -ffast-math -O3
OpenBenchmarking.orgMB/s, More Is Betterlzbench 1.8Test: Zstd 1 - Process: Decompression2 x Xeon Gold 5220RXeon Gold 5220RXeon Platinum 82802 x Xeon Platinum 8280Xeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216Xeon W-3275M2 x Xeon Platinum 8275CL2 x Xeon Platinum 8275CL NUMA offEPYC 2 7R322 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA offXeon Platinum 8259CL2004006008001000Min: 1146 / Avg: 1146.67 / Max: 1148Min: 1164 / Avg: 1168 / Max: 1170Min: 1183 / Avg: 1183.67 / Max: 1184Min: 1140 / Avg: 1140.67 / Max: 1142Min: 940 / Avg: 942.67 / Max: 944Min: 1294 / Avg: 1299 / Max: 1303Min: 1098 / Avg: 1098.67 / Max: 1099Min: 1026 / Avg: 1027.33 / Max: 1028Min: 1031 / Avg: 1032.33 / Max: 10331. (CXX) g++ options: -pthread -fomit-frame-pointer -fstrict-aliasing -ffast-math -O3

OpenBenchmarking.orgMB/s, More Is Betterlzbench 1.8Test: Zstd 8 - Process: Compression2 x Xeon Gold 5220RXeon Gold 5220RXeon Platinum 82802 x Xeon Platinum 8280Xeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216Xeon W-3275M2 x Xeon Platinum 8275CL2 x Xeon Platinum 8275CL NUMA offEPYC 2 7R322 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA offXeon Platinum 8259CL20406080100747677757464747263847375836971711. (CXX) g++ options: -pthread -fomit-frame-pointer -fstrict-aliasing -ffast-math -O3

OpenBenchmarking.orgMB/s, More Is Betterlzbench 1.8Test: Zstd 8 - Process: Decompression2 x Xeon Gold 5220RXeon Gold 5220RXeon Platinum 82802 x Xeon Platinum 8280Xeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216Xeon W-3275M2 x Xeon Platinum 8275CL2 x Xeon Platinum 8275CL NUMA offEPYC 2 7R322 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA offXeon Platinum 8259CL30060090012001500SE +/- 1.53, N = 3SE +/- 0.33, N = 3SE +/- 0.58, N = 3SE +/- 1.53, N = 3SE +/- 1.33, N = 3SE +/- 1.53, N = 3SE +/- 1.86, N = 3SE +/- 1.45, N = 3SE +/- 0.67, N = 3SE +/- 1.53, N = 3SE +/- 11.50, N = 3SE +/- 0.67, N = 31101119412241124119599811931100930129810539991266101196610891. (CXX) g++ options: -pthread -fomit-frame-pointer -fstrict-aliasing -ffast-math -O3
OpenBenchmarking.orgMB/s, More Is Betterlzbench 1.8Test: Zstd 8 - Process: Decompression2 x Xeon Gold 5220RXeon Gold 5220RXeon Platinum 82802 x Xeon Platinum 8280Xeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216Xeon W-3275M2 x Xeon Platinum 8275CL2 x Xeon Platinum 8275CL NUMA offEPYC 2 7R322 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA offXeon Platinum 8259CL2004006008001000Min: 1098 / Avg: 1101 / Max: 1103Min: 1194 / Avg: 1194.33 / Max: 1195Min: 1223 / Avg: 1224 / Max: 1225Min: 1122 / Avg: 1124 / Max: 1127Min: 1192 / Avg: 1194.67 / Max: 1196Min: 995 / Avg: 998 / Max: 1000Min: 928 / Avg: 930.33 / Max: 934Min: 1296 / Avg: 1298.33 / Max: 1301Min: 998 / Avg: 998.67 / Max: 1000Min: 1009 / Avg: 1011 / Max: 1014Min: 943 / Avg: 966 / Max: 978Min: 1088 / Avg: 1089.33 / Max: 10901. (CXX) g++ options: -pthread -fomit-frame-pointer -fstrict-aliasing -ffast-math -O3

OpenBenchmarking.orgMB/s, More Is Betterlzbench 1.8Test: Crush 0 - Process: Compression2 x Xeon Gold 5220RXeon Gold 5220RXeon Platinum 82802 x Xeon Platinum 8280Xeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216Xeon W-3275M2 x Xeon Platinum 8275CL2 x Xeon Platinum 8275CL NUMA offEPYC 2 7R322 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA offXeon Platinum 8259CL20406080100SE +/- 0.33, N = 3SE +/- 0.33, N = 3SE +/- 0.33, N = 3SE +/- 0.33, N = 3SE +/- 1.00, N = 3SE +/- 0.58, N = 3SE +/- 0.33, N = 393981019696829591801099495818886911. (CXX) g++ options: -pthread -fomit-frame-pointer -fstrict-aliasing -ffast-math -O3
OpenBenchmarking.orgMB/s, More Is Betterlzbench 1.8Test: Crush 0 - Process: Compression2 x Xeon Gold 5220RXeon Gold 5220RXeon Platinum 82802 x Xeon Platinum 8280Xeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216Xeon W-3275M2 x Xeon Platinum 8275CL2 x Xeon Platinum 8275CL NUMA offEPYC 2 7R322 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA offXeon Platinum 8259CL20406080100Min: 93 / Avg: 93.33 / Max: 94Min: 97 / Avg: 97.67 / Max: 98Min: 100 / Avg: 100.67 / Max: 101Min: 95 / Avg: 95.67 / Max: 96Min: 108 / Avg: 109 / Max: 111Min: 80 / Avg: 81 / Max: 82Min: 87 / Avg: 87.67 / Max: 881. (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 Gold 5220RXeon Gold 5220RXeon Platinum 82802 x Xeon Platinum 8280Xeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216Xeon W-3275M2 x Xeon Platinum 8275CL2 x Xeon Platinum 8275CL NUMA offEPYC 2 7R322 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA offXeon Platinum 8259CL110220330440550SE +/- 0.33, N = 34194284404284303534294183445094344323803943964041. (CXX) g++ options: -pthread -fomit-frame-pointer -fstrict-aliasing -ffast-math -O3
OpenBenchmarking.orgMB/s, More Is Betterlzbench 1.8Test: Crush 0 - Process: Decompression2 x Xeon Gold 5220RXeon Gold 5220RXeon Platinum 82802 x Xeon Platinum 8280Xeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216Xeon W-3275M2 x Xeon Platinum 8275CL2 x Xeon Platinum 8275CL NUMA offEPYC 2 7R322 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA offXeon Platinum 8259CL90180270360450Min: 428 / Avg: 428.33 / Max: 4291. (CXX) g++ options: -pthread -fomit-frame-pointer -fstrict-aliasing -ffast-math -O3

OpenBenchmarking.orgMB/s, More Is Betterlzbench 1.8Test: Brotli 2 - Process: Compression2 x Xeon Gold 5220RXeon Gold 5220RXeon Platinum 82802 x Xeon Platinum 8280Xeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216Xeon W-3275M2 x Xeon Platinum 8275CL2 x Xeon Platinum 8275CL NUMA offEPYC 2 7R322 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA offXeon Platinum 8259CL4080120160200SE +/- 0.33, N = 3SE +/- 0.58, N = 3SE +/- 0.33, N = 3SE +/- 0.33, N = 3SE +/- 0.67, N = 3SE +/- 1.33, N = 3SE +/- 0.33, N = 31721761811761761461761721421961701721651571591601. (CXX) g++ options: -pthread -fomit-frame-pointer -fstrict-aliasing -ffast-math -O3
OpenBenchmarking.orgMB/s, More Is Betterlzbench 1.8Test: Brotli 2 - Process: Compression2 x Xeon Gold 5220RXeon Gold 5220RXeon Platinum 82802 x Xeon Platinum 8280Xeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216Xeon W-3275M2 x Xeon Platinum 8275CL2 x Xeon Platinum 8275CL NUMA offEPYC 2 7R322 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA offXeon Platinum 8259CL4080120160200Min: 175 / Avg: 175.67 / Max: 176Min: 141 / Avg: 142 / Max: 143Min: 196 / Avg: 196.33 / Max: 197Min: 172 / Avg: 172.33 / Max: 173Min: 164 / Avg: 165.33 / Max: 166Min: 154 / Avg: 156.67 / Max: 158Min: 160 / Avg: 160.33 / Max: 1611. (CXX) g++ options: -pthread -fomit-frame-pointer -fstrict-aliasing -ffast-math -O3

OpenBenchmarking.orgMB/s, More Is Betterlzbench 1.8Test: Brotli 2 - Process: Decompression2 x Xeon Gold 5220RXeon Gold 5220RXeon Platinum 82802 x Xeon Platinum 8280Xeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216Xeon W-3275M2 x Xeon Platinum 8275CL2 x Xeon Platinum 8275CL NUMA offEPYC 2 7R322 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA offXeon Platinum 8259CL160320480640800SE +/- 5.03, N = 3SE +/- 0.67, N = 3SE +/- 1.33, N = 3SE +/- 0.67, N = 3SE +/- 0.67, N = 3SE +/- 0.88, N = 3SE +/- 1.45, N = 3SE +/- 1.20, N = 3SE +/- 1.00, N = 3SE +/- 0.88, N = 3SE +/- 0.33, N = 3SE +/- 0.33, N = 36136516736236555426536085097215925825645515435871. (CXX) g++ options: -pthread -fomit-frame-pointer -fstrict-aliasing -ffast-math -O3
OpenBenchmarking.orgMB/s, More Is Betterlzbench 1.8Test: Brotli 2 - Process: Decompression2 x Xeon Gold 5220RXeon Gold 5220RXeon Platinum 82802 x Xeon Platinum 8280Xeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216Xeon W-3275M2 x Xeon Platinum 8275CL2 x Xeon Platinum 8275CL NUMA offEPYC 2 7R322 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA offXeon Platinum 8259CL130260390520650Min: 641 / Avg: 651 / Max: 657Min: 672 / Avg: 673.33 / Max: 674Min: 620 / Avg: 622.67 / Max: 624Min: 654 / Avg: 654.67 / Max: 656Min: 541 / Avg: 542.33 / Max: 543Min: 652 / Avg: 653.33 / Max: 655Min: 719 / Avg: 721.33 / Max: 724Min: 590 / Avg: 591.67 / Max: 594Min: 580 / Avg: 582 / Max: 583Min: 562 / Avg: 563.67 / Max: 565Min: 550 / Avg: 550.67 / Max: 551Min: 543 / Avg: 543.33 / Max: 5441. (CXX) g++ options: -pthread -fomit-frame-pointer -fstrict-aliasing -ffast-math -O3

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 Gold 5220RXeon Gold 5220RXeon Platinum 82802 x Xeon Platinum 8280Xeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216Xeon W-3275M2 x Xeon Platinum 8275CL2 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA offXeon Platinum 8259CL612182430SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.03, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 318.8118.8222.6822.6819.8122.1325.1325.1322.1318.5126.0926.1324.1524.1524.191. (CXX) g++ options: -march=native -O3 -lpthread
OpenBenchmarking.orgcycles/hash, Fewer Is BetterSMHasher 2020-02-29Hash: wyhash2 x Xeon Gold 5220RXeon Gold 5220RXeon Platinum 82802 x Xeon Platinum 8280Xeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216Xeon W-3275M2 x Xeon Platinum 8275CL2 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA offXeon Platinum 8259CL612182430Min: 18.81 / Avg: 18.81 / Max: 18.81Min: 18.81 / Avg: 18.81 / Max: 18.82Min: 22.68 / Avg: 22.68 / Max: 22.68Min: 22.68 / Avg: 22.68 / Max: 22.68Min: 19.81 / Avg: 19.81 / Max: 19.81Min: 22.13 / Avg: 22.13 / Max: 22.14Min: 25.13 / Avg: 25.13 / Max: 25.15Min: 25.13 / Avg: 25.13 / Max: 25.13Min: 22.13 / Avg: 22.13 / Max: 22.13Min: 18.45 / Avg: 18.51 / Max: 18.56Min: 26.08 / Avg: 26.09 / Max: 26.09Min: 26.11 / Avg: 26.13 / Max: 26.15Min: 24.15 / Avg: 24.15 / Max: 24.15Min: 24.15 / Avg: 24.15 / Max: 24.16Min: 24.17 / Avg: 24.19 / Max: 24.211. (CXX) g++ options: -march=native -O3 -lpthread

Timed MrBayes Analysis

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

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed MrBayes Analysis 3.2.7Primate Phylogeny Analysis2 x Xeon Gold 5220RXeon Gold 5220RXeon Platinum 82802 x Xeon Platinum 8280Xeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216Xeon W-3275M2 x Xeon Platinum 8275CL2 x Xeon Platinum 8275CL NUMA offEPYC 2 7R322 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA offXeon Platinum 8259CL4080120160200SE +/- 0.27, N = 3SE +/- 0.03, N = 3SE +/- 0.01, N = 3SE +/- 0.37, N = 3SE +/- 0.44, N = 3SE +/- 0.15, N = 3SE +/- 0.09, N = 3SE +/- 0.25, N = 3SE +/- 0.67, N = 3SE +/- 0.13, N = 3SE +/- 1.63, N = 5SE +/- 0.03, N = 3SE +/- 0.68, N = 3SE +/- 0.32, N = 3SE +/- 1.87, N = 3SE +/- 0.18, N = 3134.93134.48128.85129.99147.73193.47123.70124.26194.50143.35125.87124.3092.36139.75141.90138.85-mavx512f -mavx512cd -mavx512vl -mavx512bw -mavx512dq -mmpx-mavx512f -mavx512cd -mavx512vl -mavx512bw -mavx512dq -mmpx-mavx512f -mavx512cd -mavx512vl -mavx512bw -mavx512dq -mmpx-mavx512f -mavx512cd -mavx512vl -mavx512bw -mavx512dq -mmpx-mavx512f -mavx512cd -mavx512vl -mavx512bw -mavx512dq -mmpx-mavx512f -mavx512cd -mavx512vl -mavx512bw -mavx512dq -mmpx-mavx512f -mavx512cd -mavx512vl -mavx512bw -mavx512dq -mmpx-mavx512f -mavx512cd -mavx512vl -mavx512bw -mavx512dq -mmpx-mavx512f -mavx512cd -mavx512vl -mavx512bw -mavx512dq -mmpx-mavx512f -mavx512cd -mavx512vl -mavx512bw -mavx512dq -mmpx -lreadline-mavx512f -mavx512cd -mavx512vl -mavx512bw -mavx512dq -mmpx-mavx512f -mavx512cd -mavx512vl -mavx512bw -mavx512dq -mmpx-msse4a -msha-mavx512f -mavx512cd -mavx512vl -mavx512bw -mavx512dq -mmpx-mavx512f -mavx512cd -mavx512vl -mavx512bw -mavx512dq -mmpx-mavx512f -mavx512cd -mavx512vl -mavx512bw -mavx512dq -mmpx1. (CC) gcc options: -mmmx -msse -msse2 -msse3 -mssse3 -msse4.1 -msse4.2 -maes -mavx -mfma -mavx2 -mrdrnd -mbmi -mbmi2 -madx -mabm -O3 -std=c99 -pedantic -lm
OpenBenchmarking.orgSeconds, Fewer Is BetterTimed MrBayes Analysis 3.2.7Primate Phylogeny Analysis2 x Xeon Gold 5220RXeon Gold 5220RXeon Platinum 82802 x Xeon Platinum 8280Xeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216Xeon W-3275M2 x Xeon Platinum 8275CL2 x Xeon Platinum 8275CL NUMA offEPYC 2 7R322 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA offXeon Platinum 8259CL4080120160200Min: 134.64 / Avg: 134.93 / Max: 135.47Min: 134.44 / Avg: 134.48 / Max: 134.53Min: 128.84 / Avg: 128.85 / Max: 128.87Min: 129.3 / Avg: 129.99 / Max: 130.57Min: 147.2 / Avg: 147.73 / Max: 148.61Min: 193.28 / Avg: 193.47 / Max: 193.75Min: 123.59 / Avg: 123.7 / Max: 123.88Min: 123.93 / Avg: 124.26 / Max: 124.76Min: 193.71 / Avg: 194.5 / Max: 195.83Min: 143.12 / Avg: 143.35 / Max: 143.56Min: 123.77 / Avg: 125.87 / Max: 132.23Min: 124.26 / Avg: 124.3 / Max: 124.36Min: 91.04 / Avg: 92.36 / Max: 93.3Min: 139.11 / Avg: 139.75 / Max: 140.09Min: 139.92 / Avg: 141.9 / Max: 145.63Min: 138.48 / Avg: 138.85 / Max: 139.041. (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

LAMMPS Molecular Dynamics Simulator

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

OpenBenchmarking.orgns/day, More Is BetterLAMMPS Molecular Dynamics Simulator 9Jan2020Model: Rhodopsin Protein2 x Xeon Gold 5220RXeon Gold 5220RXeon Platinum 82802 x Xeon Platinum 8280Xeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216Xeon W-3275M2 x Xeon Platinum 8275CL2 x Xeon Platinum 8275CL NUMA offEPYC 2 7R322 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA offXeon Platinum 8259CL612182430SE +/- 0.046, N = 3SE +/- 0.018, N = 3SE +/- 0.192, N = 3SE +/- 0.251, N = 14SE +/- 0.006, N = 3SE +/- 0.021, N = 3SE +/- 0.024, N = 3SE +/- 0.055, N = 3SE +/- 0.014, N = 3SE +/- 0.127, N = 15SE +/- 0.155, N = 3SE +/- 0.178, N = 3SE +/- 0.372, N = 15SE +/- 0.332, N = 3SE +/- 0.324, N = 3SE +/- 0.083, N = 317.3789.53515.31424.7888.1587.81010.32518.15014.16114.56222.30120.98420.82122.53521.88713.040-lpng -lz-lpng -lz-lpng -lz-lpng -lz-lpng -lz-lpng -lz-lpng -lz-lpng -lz-lpng -lz-ljpeg -lpng -lz1. (CXX) g++ options: -O3 -rdynamic -lfftw3 -lm
OpenBenchmarking.orgns/day, More Is BetterLAMMPS Molecular Dynamics Simulator 9Jan2020Model: Rhodopsin Protein2 x Xeon Gold 5220RXeon Gold 5220RXeon Platinum 82802 x Xeon Platinum 8280Xeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216Xeon W-3275M2 x Xeon Platinum 8275CL2 x Xeon Platinum 8275CL NUMA offEPYC 2 7R322 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA offXeon Platinum 8259CL612182430Min: 17.3 / Avg: 17.38 / Max: 17.46Min: 9.51 / Avg: 9.53 / Max: 9.57Min: 14.94 / Avg: 15.31 / Max: 15.57Min: 22 / Avg: 24.79 / Max: 25.33Min: 8.15 / Avg: 8.16 / Max: 8.17Min: 7.78 / Avg: 7.81 / Max: 7.85Min: 10.28 / Avg: 10.33 / Max: 10.36Min: 18.04 / Avg: 18.15 / Max: 18.21Min: 14.15 / Avg: 14.16 / Max: 14.19Min: 13.46 / Avg: 14.56 / Max: 15.2Min: 22.09 / Avg: 22.3 / Max: 22.6Min: 20.63 / Avg: 20.98 / Max: 21.21Min: 19.29 / Avg: 20.82 / Max: 24.09Min: 21.87 / Avg: 22.54 / Max: 22.9Min: 21.24 / Avg: 21.89 / Max: 22.21Min: 12.93 / Avg: 13.04 / Max: 13.21. (CXX) g++ options: -O3 -rdynamic -lfftw3 -lm

DaCapo Benchmark

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

OpenBenchmarking.orgmsec, Fewer Is BetterDaCapo Benchmark 9.12-MR1Java Test: Jython2 x Xeon Gold 5220RXeon Gold 5220RXeon Platinum 82802 x Xeon Platinum 8280Xeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216Xeon W-3275M2 x Xeon Platinum 8275CL2 x Xeon Platinum 8275CL NUMA offEPYC 2 7R322 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA offXeon Platinum 8259CL12002400360048006000SE +/- 23.48, N = 4SE +/- 15.39, N = 4SE +/- 19.30, N = 4SE +/- 26.49, N = 4SE +/- 10.79, N = 4SE +/- 11.58, N = 4SE +/- 35.02, N = 4SE +/- 36.99, N = 4SE +/- 10.08, N = 4SE +/- 21.20, N = 4SE +/- 14.64, N = 4SE +/- 10.59, N = 4SE +/- 56.00, N = 4SE +/- 11.32, N = 4SE +/- 22.03, N = 44877483445474711509657684609480658024321468547595246517251615012
OpenBenchmarking.orgmsec, Fewer Is BetterDaCapo Benchmark 9.12-MR1Java Test: Jython2 x Xeon Gold 5220RXeon Gold 5220RXeon Platinum 82802 x Xeon Platinum 8280Xeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216Xeon W-3275M2 x Xeon Platinum 8275CL2 x Xeon Platinum 8275CL NUMA offEPYC 2 7R322 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA offXeon Platinum 8259CL10002000300040005000Min: 4850 / Avg: 4876.75 / Max: 4947Min: 4516 / Avg: 4547.25 / Max: 4583Min: 4673 / Avg: 4710.5 / Max: 4755Min: 5048 / Avg: 5095.75 / Max: 5171Min: 5755 / Avg: 5768 / Max: 5800Min: 4587 / Avg: 4608.75 / Max: 4641Min: 4729 / Avg: 4805.75 / Max: 4894Min: 5713 / Avg: 5801.5 / Max: 5878Min: 4296 / Avg: 4321.25 / Max: 4344Min: 4648 / Avg: 4684.5 / Max: 4745Min: 4720 / Avg: 4758.75 / Max: 4791Min: 5217 / Avg: 5246 / Max: 5267Min: 5064 / Avg: 5172 / Max: 5327Min: 5129 / Avg: 5161.25 / Max: 5182Min: 4968 / Avg: 5012 / Max: 5072

Renaissance

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

OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.10.0Test: Scala Dotty2 x Xeon Gold 5220RXeon Gold 5220RXeon Platinum 82802 x Xeon Platinum 8280Xeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216Xeon W-3275M2 x Xeon Platinum 8275CL2 x Xeon Platinum 8275CL NUMA offEPYC 2 7R322 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA offXeon Platinum 8259CL2K4K6K8K10KSE +/- 62.31, N = 5SE +/- 50.08, N = 5SE +/- 19.31, N = 5SE +/- 56.89, N = 13SE +/- 41.65, N = 5SE +/- 17.62, N = 5SE +/- 46.73, N = 5SE +/- 78.90, N = 5SE +/- 82.66, N = 9SE +/- 31.93, N = 5SE +/- 21.19, N = 5SE +/- 19.51, N = 5SE +/- 29.54, N = 5SE +/- 20.56, N = 5SE +/- 54.97, N = 5SE +/- 35.89, N = 57414.627556.336664.256890.618286.128634.696999.507231.018583.016970.906733.167042.356577.347256.927566.347200.75
OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.10.0Test: Scala Dotty2 x Xeon Gold 5220RXeon Gold 5220RXeon Platinum 82802 x Xeon Platinum 8280Xeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216Xeon W-3275M2 x Xeon Platinum 8275CL2 x Xeon Platinum 8275CL NUMA offEPYC 2 7R322 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA offXeon Platinum 8259CL15003000450060007500Min: 7311.63 / Avg: 7414.62 / Max: 7657.85Min: 7412.44 / Avg: 7556.33 / Max: 7687.17Min: 6625.19 / Avg: 6664.25 / Max: 6730.91Min: 6633.44 / Avg: 6890.61 / Max: 7222.02Min: 8201.84 / Avg: 8286.12 / Max: 8399.74Min: 8600.06 / Avg: 8634.69 / Max: 8698.38Min: 6892.42 / Avg: 6999.5 / Max: 7114.83Min: 6948.92 / Avg: 7231.01 / Max: 7394.3Min: 8377.21 / Avg: 8583.01 / Max: 9194.05Min: 6856.98 / Avg: 6970.9 / Max: 7034.61Min: 6678.09 / Avg: 6733.16 / Max: 6784.38Min: 7002.06 / Avg: 7042.35 / Max: 7115.31Min: 6535.3 / Avg: 6577.34 / Max: 6691.79Min: 7179.99 / Avg: 7256.92 / Max: 7299.88Min: 7430.71 / Avg: 7566.34 / Max: 7748.52Min: 7071.14 / Avg: 7200.75 / Max: 7290.46

OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.10.0Test: Apache Spark Bayes2 x Xeon Gold 5220RXeon Gold 5220RXeon Platinum 82802 x Xeon Platinum 8280Xeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216Xeon W-3275M2 x Xeon Platinum 8275CL2 x Xeon Platinum 8275CL NUMA offEPYC 2 7R322 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA offXeon Platinum 8259CL11002200330044005500SE +/- 42.87, N = 25SE +/- 38.41, N = 5SE +/- 19.41, N = 5SE +/- 36.17, N = 25SE +/- 26.06, N = 25SE +/- 37.40, N = 25SE +/- 28.09, N = 25SE +/- 38.94, N = 25SE +/- 65.14, N = 25SE +/- 30.38, N = 7SE +/- 90.85, N = 25SE +/- 57.72, N = 25SE +/- 26.28, N = 25SE +/- 47.41, N = 25SE +/- 55.66, N = 25SE +/- 26.07, N = 253662.773150.102674.183228.633477.333588.692856.853405.414199.412743.625185.624510.833057.063495.613813.753017.33
OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.10.0Test: Apache Spark Bayes2 x Xeon Gold 5220RXeon Gold 5220RXeon Platinum 82802 x Xeon Platinum 8280Xeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216Xeon W-3275M2 x Xeon Platinum 8275CL2 x Xeon Platinum 8275CL NUMA offEPYC 2 7R322 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA offXeon Platinum 8259CL9001800270036004500Min: 3300.83 / Avg: 3662.77 / Max: 4083.93Min: 3029.84 / Avg: 3150.1 / Max: 3261.09Min: 2631.66 / Avg: 2674.17 / Max: 2733.84Min: 2904.06 / Avg: 3228.63 / Max: 3568.15Min: 3209.1 / Avg: 3477.33 / Max: 3696.29Min: 3237.72 / Avg: 3588.69 / Max: 3892.94Min: 2574.19 / Avg: 2856.85 / Max: 3066.44Min: 2865.83 / Avg: 3405.41 / Max: 3744.05Min: 3422.55 / Avg: 4199.41 / Max: 4926.21Min: 2662.71 / Avg: 2743.62 / Max: 2836.64Min: 4597.73 / Avg: 5185.62 / Max: 6099.04Min: 3831.16 / Avg: 4510.83 / Max: 5184.57Min: 2812.96 / Avg: 3057.06 / Max: 3353.22Min: 3067.83 / Avg: 3495.61 / Max: 3946.94Min: 3304 / Avg: 3813.75 / Max: 4433.74Min: 2788.54 / Avg: 3017.32 / Max: 3250.06

OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.10.0Test: Savina Reactors.IO2 x Xeon Gold 5220RXeon Gold 5220RXeon Platinum 82802 x Xeon Platinum 8280Xeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216Xeon W-3275M2 x Xeon Platinum 8275CL2 x Xeon Platinum 8275CL NUMA offEPYC 2 7R322 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA offXeon Platinum 8259CL6K12K18K24K30KSE +/- 496.64, N = 25SE +/- 389.39, N = 25SE +/- 593.14, N = 25SE +/- 474.27, N = 25SE +/- 516.85, N = 25SE +/- 251.20, N = 25SE +/- 426.81, N = 25SE +/- 633.76, N = 25SE +/- 436.95, N = 25SE +/- 599.32, N = 25SE +/- 568.00, N = 25SE +/- 504.51, N = 25SE +/- 365.25, N = 20SE +/- 482.43, N = 25SE +/- 502.20, N = 25SE +/- 428.64, N = 2526257.0122776.3021975.1226764.9427198.0822798.3827198.8627973.0028596.1125186.6726906.8927361.6019303.5628107.0428251.8326711.17
OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.10.0Test: Savina Reactors.IO2 x Xeon Gold 5220RXeon Gold 5220RXeon Platinum 82802 x Xeon Platinum 8280Xeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216Xeon W-3275M2 x Xeon Platinum 8275CL2 x Xeon Platinum 8275CL NUMA offEPYC 2 7R322 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA offXeon Platinum 8259CL5K10K15K20K25KMin: 22101.42 / Avg: 26257.01 / Max: 32314.25Min: 20118.19 / Avg: 22776.29 / Max: 27860.04Min: 17734.61 / Avg: 21975.12 / Max: 28898.8Min: 22718.24 / Avg: 26764.94 / Max: 32273.84Min: 22864.26 / Avg: 27198.08 / Max: 32559.6Min: 20161.35 / Avg: 22798.38 / Max: 25224.78Min: 23471.66 / Avg: 27198.86 / Max: 30271.39Min: 23714.94 / Avg: 27973 / Max: 34028.21Min: 25012.16 / Avg: 28596.1 / Max: 35546.37Min: 16222.27 / Avg: 25186.67 / Max: 29726.62Min: 22928.32 / Avg: 26906.89 / Max: 34094.01Min: 23416.78 / Avg: 27361.6 / Max: 31937.08Min: 16941.93 / Avg: 19303.56 / Max: 22791.25Min: 21225.5 / Avg: 28107.04 / Max: 31990.96Min: 24552.08 / Avg: 28251.83 / Max: 32428.24Min: 23238.74 / Avg: 26711.17 / Max: 31285.36

OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.10.0Test: Apache Spark PageRank2 x Xeon Gold 5220RXeon Gold 5220RXeon Platinum 82802 x Xeon Platinum 8280Xeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216Xeon W-3275M2 x Xeon Platinum 8275CL2 x Xeon Platinum 8275CL NUMA offEPYC 2 7R322 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA offXeon Platinum 8259CL6K12K18K24K30KSE +/- 255.27, N = 5SE +/- 217.63, N = 5SE +/- 169.44, N = 5SE +/- 286.23, N = 6SE +/- 172.76, N = 5SE +/- 195.96, N = 5SE +/- 29.95, N = 5SE +/- 165.91, N = 5SE +/- 374.59, N = 5SE +/- 165.27, N = 5SE +/- 181.72, N = 25SE +/- 286.23, N = 5SE +/- 198.48, N = 5SE +/- 278.82, N = 5SE +/- 232.21, N = 5SE +/- 154.16, N = 524540.7221704.4920621.2323588.4023703.0325271.4321743.0224522.2228045.9221015.5424505.9624666.3621641.9525275.1625636.6922226.85
OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.10.0Test: Apache Spark PageRank2 x Xeon Gold 5220RXeon Gold 5220RXeon Platinum 82802 x Xeon Platinum 8280Xeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216Xeon W-3275M2 x Xeon Platinum 8275CL2 x Xeon Platinum 8275CL NUMA offEPYC 2 7R322 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA offXeon Platinum 8259CL5K10K15K20K25KMin: 23891.77 / Avg: 24540.72 / Max: 25341.61Min: 21152.41 / Avg: 21704.48 / Max: 22209.81Min: 20260.86 / Avg: 20621.23 / Max: 21111.98Min: 22908.4 / Avg: 23588.4 / Max: 24539.07Min: 23264.8 / Avg: 23703.03 / Max: 24043.06Min: 24557.62 / Avg: 25271.43 / Max: 25727.47Min: 21672.96 / Avg: 21743.02 / Max: 21833.58Min: 24320.92 / Avg: 24522.22 / Max: 25182.53Min: 27111.11 / Avg: 28045.92 / Max: 28960.21Min: 20617.47 / Avg: 21015.54 / Max: 21375.43Min: 22734.47 / Avg: 24505.96 / Max: 26363.99Min: 24128.37 / Avg: 24666.36 / Max: 25703.71Min: 21188.56 / Avg: 21641.95 / Max: 22308.48Min: 24673.01 / Avg: 25275.16 / Max: 26106.17Min: 24996.34 / Avg: 25636.69 / Max: 26360.96Min: 21898.6 / Avg: 22226.84 / Max: 22668.29

Nettle

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

OpenBenchmarking.orgMbyte/s, More Is BetterNettle 3.5.1Test: aes2562 x Xeon Gold 5220RXeon Gold 5220RXeon Platinum 82802 x Xeon Platinum 8280Xeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216Xeon W-3275M2 x Xeon Platinum 8275CL2 x Xeon Platinum 8275CL NUMA offEPYC 2 7R322 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA offXeon Platinum 8259CL15003000450060007500SE +/- 2.26, N = 3SE +/- 2.03, N = 3SE +/- 7.98, N = 3SE +/- 3.29, N = 3SE +/- 1.48, N = 3SE +/- 11.26, N = 3SE +/- 6.01, N = 3SE +/- 8.42, N = 3SE +/- 1.63, N = 3SE +/- 39.45, N = 3SE +/- 4.53, N = 3SE +/- 1.10, N = 3SE +/- 0.67, N = 3SE +/- 24.71, N = 3SE +/- 5.89, N = 3SE +/- 20.53, N = 36159.216133.916313.166320.006164.795024.396161.426157.495061.607070.606172.556184.204665.335513.085523.315517.02MIN: 4154.94 / MAX: 10200.04MIN: 4136.23 / MAX: 10160.8MIN: 4256.89 / MAX: 10467.36MIN: 4254.97 / MAX: 10469.4MIN: 4152.92 / MAX: 10208.98MIN: 3388.65 / MAX: 8334.48MIN: 4158.08 / MAX: 10213.08MIN: 4104.14 / MAX: 10212.45MIN: 3412.46 / MAX: 8379.01MIN: 4721.3 / MAX: 11806.11MIN: 4118.12 / MAX: 10228.73MIN: 4170.96 / MAX: 10241.48MIN: 3372.31 / MAX: 7239.74MIN: 3744.15 / MAX: 9173.02MIN: 3739.77 / MAX: 9132.41MIN: 3740.26 / MAX: 9153.641. (CC) gcc options: -O2 -ggdb3 -lnettle -lgmp -lm -lcrypto
OpenBenchmarking.orgMbyte/s, More Is BetterNettle 3.5.1Test: aes2562 x Xeon Gold 5220RXeon Gold 5220RXeon Platinum 82802 x Xeon Platinum 8280Xeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216Xeon W-3275M2 x Xeon Platinum 8275CL2 x Xeon Platinum 8275CL NUMA offEPYC 2 7R322 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA offXeon Platinum 8259CL12002400360048006000Min: 6155.43 / Avg: 6159.21 / Max: 6163.25Min: 6130.16 / Avg: 6133.91 / Max: 6137.13Min: 6298.38 / Avg: 6313.16 / Max: 6325.78Min: 6313.64 / Avg: 6320 / Max: 6324.62Min: 6162.13 / Avg: 6164.79 / Max: 6167.26Min: 5002.49 / Avg: 5024.39 / Max: 5039.87Min: 6149.75 / Avg: 6161.42 / Max: 6169.72Min: 6141.83 / Avg: 6157.49 / Max: 6170.68Min: 5058.65 / Avg: 5061.6 / Max: 5064.28Min: 6994.22 / Avg: 7070.6 / Max: 7125.93Min: 6163.52 / Avg: 6172.55 / Max: 6177.76Min: 6182.2 / Avg: 6184.2 / Max: 6186Min: 4664.01 / Avg: 4665.33 / Max: 4666.19Min: 5464.64 / Avg: 5513.08 / Max: 5545.74Min: 5512.18 / Avg: 5523.31 / Max: 5532.23Min: 5475.95 / Avg: 5517.02 / Max: 5537.711. (CC) gcc options: -O2 -ggdb3 -lnettle -lgmp -lm -lcrypto

OpenBenchmarking.orgMbyte/s, More Is BetterNettle 3.5.1Test: chacha2 x Xeon Gold 5220RXeon Gold 5220RXeon Platinum 82802 x Xeon Platinum 8280Xeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216Xeon W-3275M2 x Xeon Platinum 8275CL2 x Xeon Platinum 8275CL NUMA offEPYC 2 7R322 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA offXeon Platinum 8259CL30060090012001500SE +/- 0.41, N = 3SE +/- 1.02, N = 3SE +/- 0.86, N = 3SE +/- 0.37, N = 3SE +/- 0.76, N = 3SE +/- 0.91, N = 3SE +/- 0.49, N = 3SE +/- 0.61, N = 3SE +/- 0.18, N = 3SE +/- 5.99, N = 3SE +/- 1.27, N = 3SE +/- 0.48, N = 3SE +/- 0.08, N = 3SE +/- 4.50, N = 3SE +/- 4.18, N = 3SE +/- 1.52, N = 31024.981020.091051.111051.941024.49837.611024.991025.38841.651172.151025.601027.59750.36917.75917.51920.51MIN: 518.14 / MAX: 2797.53MIN: 519.31 / MAX: 2788.96MIN: 532.77 / MAX: 2871.25MIN: 535.04 / MAX: 2870.94MIN: 507.67 / MAX: 2797.4MIN: 423.28 / MAX: 2294.55MIN: 521.91 / MAX: 2799.45MIN: 522.31 / MAX: 2798.89MIN: 428.69 / MAX: 2296.48MIN: 567.45 / MAX: 3234.29MIN: 515.88 / MAX: 2805.16MIN: 523.28 / MAX: 2803.78MIN: 382.32 / MAX: 2047.21MIN: 461.99 / MAX: 2517.41MIN: 463.47 / MAX: 2517.16MIN: 461.1 / MAX: 2517.21. (CC) gcc options: -O2 -ggdb3 -lnettle -lgmp -lm -lcrypto
OpenBenchmarking.orgMbyte/s, More Is BetterNettle 3.5.1Test: chacha2 x Xeon Gold 5220RXeon Gold 5220RXeon Platinum 82802 x Xeon Platinum 8280Xeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216Xeon W-3275M2 x Xeon Platinum 8275CL2 x Xeon Platinum 8275CL NUMA offEPYC 2 7R322 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA offXeon Platinum 8259CL2004006008001000Min: 1024.4 / Avg: 1024.97 / Max: 1025.76Min: 1018.54 / Avg: 1020.09 / Max: 1022.02Min: 1049.66 / Avg: 1051.11 / Max: 1052.62Min: 1051.27 / Avg: 1051.94 / Max: 1052.56Min: 1022.99 / Avg: 1024.49 / Max: 1025.36Min: 836.43 / Avg: 837.61 / Max: 839.41Min: 1024.45 / Avg: 1024.99 / Max: 1025.98Min: 1024.21 / Avg: 1025.38 / Max: 1026.28Min: 841.31 / Avg: 841.65 / Max: 841.9Min: 1160.25 / Avg: 1172.15 / Max: 1179.22Min: 1023.63 / Avg: 1025.6 / Max: 1027.97Min: 1026.72 / Avg: 1027.59 / Max: 1028.36Min: 750.2 / Avg: 750.36 / Max: 750.46Min: 908.75 / Avg: 917.75 / Max: 922.25Min: 909.16 / Avg: 917.5 / Max: 921.92Min: 917.48 / Avg: 920.51 / Max: 922.11. (CC) gcc options: -O2 -ggdb3 -lnettle -lgmp -lm -lcrypto

OpenBenchmarking.orgMbyte/s, More Is BetterNettle 3.5.1Test: sha5122 x Xeon Gold 5220RXeon Gold 5220RXeon Platinum 82802 x Xeon Platinum 8280Xeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216Xeon W-3275M2 x Xeon Platinum 8275CL2 x Xeon Platinum 8275CL NUMA offEPYC 2 7R322 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA offXeon Platinum 8259CL120240360480600SE +/- 0.19, N = 3SE +/- 1.03, N = 3SE +/- 0.15, N = 3SE +/- 0.97, N = 3SE +/- 0.19, N = 3SE +/- 0.56, N = 3SE +/- 0.77, N = 3SE +/- 0.11, N = 3SE +/- 0.28, N = 3SE +/- 2.72, N = 3SE +/- 2.94, N = 3SE +/- 0.61, N = 3SE +/- 0.28, N = 3SE +/- 2.61, N = 3SE +/- 1.80, N = 3SE +/- 2.12, N = 3489.15485.86501.98500.98489.51399.99488.81489.42401.13550.93487.55490.26478.09437.62438.23436.731. (CC) gcc options: -O2 -ggdb3 -lnettle -lgmp -lm -lcrypto
OpenBenchmarking.orgMbyte/s, More Is BetterNettle 3.5.1Test: sha5122 x Xeon Gold 5220RXeon Gold 5220RXeon Platinum 82802 x Xeon Platinum 8280Xeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216Xeon W-3275M2 x Xeon Platinum 8275CL2 x Xeon Platinum 8275CL NUMA offEPYC 2 7R322 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA offXeon Platinum 8259CL100200300400500Min: 488.86 / Avg: 489.15 / Max: 489.5Min: 484.68 / Avg: 485.86 / Max: 487.9Min: 501.69 / Avg: 501.98 / Max: 502.15Min: 499.04 / Avg: 500.98 / Max: 501.99Min: 489.15 / Avg: 489.51 / Max: 489.79Min: 398.89 / Avg: 399.99 / Max: 400.68Min: 487.27 / Avg: 488.81 / Max: 489.67Min: 489.25 / Avg: 489.42 / Max: 489.62Min: 400.57 / Avg: 401.13 / Max: 401.46Min: 546.06 / Avg: 550.93 / Max: 555.47Min: 481.67 / Avg: 487.55 / Max: 490.59Min: 489.12 / Avg: 490.26 / Max: 491.2Min: 477.59 / Avg: 478.09 / Max: 478.54Min: 432.41 / Avg: 437.62 / Max: 440.54Min: 434.63 / Avg: 438.23 / Max: 440.18Min: 432.7 / Avg: 436.73 / Max: 439.881. (CC) gcc options: -O2 -ggdb3 -lnettle -lgmp -lm -lcrypto

OpenBenchmarking.orgMbyte/s, More Is BetterNettle 3.5.1Test: poly1305-aes2 x Xeon Gold 5220RXeon Gold 5220RXeon Platinum 82802 x Xeon Platinum 8280Xeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216Xeon W-3275M2 x Xeon Platinum 8275CL2 x Xeon Platinum 8275CL NUMA offEPYC 2 7R322 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA offXeon Platinum 8259CL7001400210028003500SE +/- 0.92, N = 3SE +/- 5.86, N = 3SE +/- 0.87, N = 3SE +/- 1.10, N = 3SE +/- 0.60, N = 3SE +/- 3.38, N = 3SE +/- 2.79, N = 3SE +/- 0.50, N = 3SE +/- 1.74, N = 3SE +/- 24.77, N = 3SE +/- 17.33, N = 3SE +/- 1.01, N = 3SE +/- 0.71, N = 3SE +/- 15.23, N = 3SE +/- 0.36, N = 3SE +/- 12.50, N = 32797.222779.782867.482868.692798.562291.692795.492797.432294.743207.982785.992803.552046.352497.862516.872492.481. (CC) gcc options: -O2 -ggdb3 -lnettle -lgmp -lm -lcrypto
OpenBenchmarking.orgMbyte/s, More Is BetterNettle 3.5.1Test: poly1305-aes2 x Xeon Gold 5220RXeon Gold 5220RXeon Platinum 82802 x Xeon Platinum 8280Xeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216Xeon W-3275M2 x Xeon Platinum 8275CL2 x Xeon Platinum 8275CL NUMA offEPYC 2 7R322 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA offXeon Platinum 8259CL6001200180024003000Min: 2796.02 / Avg: 2797.22 / Max: 2799.02Min: 2768.08 / Avg: 2779.78 / Max: 2786.11Min: 2866.43 / Avg: 2867.48 / Max: 2869.22Min: 2867.47 / Avg: 2868.69 / Max: 2870.88Min: 2797.56 / Avg: 2798.56 / Max: 2799.62Min: 2286.42 / Avg: 2291.69 / Max: 2297.99Min: 2790.11 / Avg: 2795.49 / Max: 2799.47Min: 2796.76 / Avg: 2797.43 / Max: 2798.4Min: 2291.44 / Avg: 2294.74 / Max: 2297.36Min: 3158.5 / Avg: 3207.98 / Max: 3234.91Min: 2751.33 / Avg: 2785.99 / Max: 2803.5Min: 2801.82 / Avg: 2803.55 / Max: 2805.33Min: 2045.04 / Avg: 2046.35 / Max: 2047.5Min: 2468.03 / Avg: 2497.86 / Max: 2518.09Min: 2516.19 / Avg: 2516.87 / Max: 2517.41Min: 2467.78 / Avg: 2492.48 / Max: 2508.131. (CC) gcc options: -O2 -ggdb3 -lnettle -lgmp -lm -lcrypto

ArrayFire

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

OpenBenchmarking.orgGFLOPS, More Is BetterArrayFire 3.7Test: BLAS CPU2 x Xeon Gold 5220RXeon Gold 5220RXeon Platinum 82802 x Xeon Platinum 8280Xeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216Xeon W-3275M2 x Xeon Platinum 8275CL2 x Xeon Platinum 8275CL NUMA offEPYC 2 7R322 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA offXeon Platinum 8259CL14002800420056007000SE +/- 3.91, N = 3SE +/- 0.37, N = 3SE +/- 25.11, N = 3SE +/- 20.06, N = 3SE +/- 0.62, N = 3SE +/- 1.52, N = 3SE +/- 4.16, N = 3SE +/- 31.78, N = 3SE +/- 0.79, N = 3SE +/- 30.40, N = 3SE +/- 61.47, N = 3SE +/- 4.90, N = 3SE +/- 6.50, N = 3SE +/- 122.72, N = 12SE +/- 14.66, N = 3SE +/- 1.09, N = 32359.131201.543432.163430.281002.09765.492137.033912.301497.753128.396259.016325.07990.805319.585650.712950.161. (CXX) g++ options: -rdynamic
OpenBenchmarking.orgGFLOPS, More Is BetterArrayFire 3.7Test: BLAS CPU2 x Xeon Gold 5220RXeon Gold 5220RXeon Platinum 82802 x Xeon Platinum 8280Xeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216Xeon W-3275M2 x Xeon Platinum 8275CL2 x Xeon Platinum 8275CL NUMA offEPYC 2 7R322 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA offXeon Platinum 8259CL11002200330044005500Min: 2351.37 / Avg: 2359.13 / Max: 2363.88Min: 1200.98 / Avg: 1201.54 / Max: 1202.24Min: 3385.97 / Avg: 3432.16 / Max: 3472.32Min: 3391.32 / Avg: 3430.28 / Max: 3458.08Min: 1001.43 / Avg: 1002.09 / Max: 1003.32Min: 763.23 / Avg: 765.49 / Max: 768.38Min: 2129.01 / Avg: 2137.03 / Max: 2142.94Min: 3849.99 / Avg: 3912.3 / Max: 3954.29Min: 1496.17 / Avg: 1497.75 / Max: 1498.69Min: 3086.09 / Avg: 3128.39 / Max: 3187.37Min: 6136.22 / Avg: 6259.01 / Max: 6325.81Min: 6318.16 / Avg: 6325.07 / Max: 6334.54Min: 983.21 / Avg: 990.8 / Max: 1003.73Min: 4200.7 / Avg: 5319.58 / Max: 5698.07Min: 5621.56 / Avg: 5650.71 / Max: 5668.03Min: 2948.36 / Avg: 2950.16 / Max: 2952.131. (CXX) g++ options: -rdynamic

OpenBenchmarking.orgms, Fewer Is BetterArrayFire 3.7Test: Conjugate Gradient CPU2 x Xeon Gold 5220RXeon Gold 5220RXeon Platinum 82802 x Xeon Platinum 8280Xeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216Xeon W-3275M2 x Xeon Platinum 8275CL2 x Xeon Platinum 8275CL NUMA offEPYC 2 7R322 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA offXeon Platinum 8259CL816243240SE +/- 0.099, N = 15SE +/- 0.094, N = 3SE +/- 0.067, N = 3SE +/- 0.086, N = 6SE +/- 0.069, N = 9SE +/- 0.047, N = 3SE +/- 0.026, N = 3SE +/- 0.072, N = 15SE +/- 0.372, N = 15SE +/- 0.075, N = 15SE +/- 0.220, N = 3SE +/- 0.272, N = 15SE +/- 0.217, N = 3SE +/- 0.091, N = 15SE +/- 0.243, N = 15SE +/- 0.022, N = 39.8986.4094.1157.4817.0427.8196.4517.15516.9204.42313.2209.65435.1308.4307.6044.6771. (CXX) g++ options: -rdynamic
OpenBenchmarking.orgms, Fewer Is BetterArrayFire 3.7Test: Conjugate Gradient CPU2 x Xeon Gold 5220RXeon Gold 5220RXeon Platinum 82802 x Xeon Platinum 8280Xeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216Xeon W-3275M2 x Xeon Platinum 8275CL2 x Xeon Platinum 8275CL NUMA offEPYC 2 7R322 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA offXeon Platinum 8259CL816243240Min: 9.29 / Avg: 9.9 / Max: 10.81Min: 6.29 / Avg: 6.41 / Max: 6.59Min: 4 / Avg: 4.12 / Max: 4.23Min: 7.21 / Avg: 7.48 / Max: 7.81Min: 6.91 / Avg: 7.04 / Max: 7.56Min: 7.73 / Avg: 7.82 / Max: 7.87Min: 6.42 / Avg: 6.45 / Max: 6.5Min: 6.54 / Avg: 7.16 / Max: 7.52Min: 13.72 / Avg: 16.92 / Max: 18.32Min: 4.12 / Avg: 4.42 / Max: 5.06Min: 12.78 / Avg: 13.22 / Max: 13.45Min: 7.39 / Avg: 9.65 / Max: 11.48Min: 34.75 / Avg: 35.13 / Max: 35.5Min: 7.73 / Avg: 8.43 / Max: 9.1Min: 6.16 / Avg: 7.6 / Max: 9.11Min: 4.65 / Avg: 4.68 / Max: 4.721. (CXX) g++ options: -rdynamic

John The Ripper

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

OpenBenchmarking.orgReal C/S, More Is BetterJohn The Ripper 1.9.0-jumbo-1Test: Blowfish2 x Xeon Gold 5220RXeon Gold 5220RXeon Platinum 82802 x Xeon Platinum 8280Xeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216Xeon W-3275M2 x Xeon Platinum 8275CL2 x Xeon Platinum 8275CL NUMA offEPYC 2 7R322 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA offXeon Platinum 8259CL20K40K60K80K100KSE +/- 12.50, N = 3SE +/- 77.98, N = 3SE +/- 99.39, N = 3SE +/- 700.53, N = 3SE +/- 6.03, N = 3SE +/- 24.29, N = 3SE +/- 60.93, N = 3SE +/- 111.31, N = 3SE +/- 91.33, N = 3SE +/- 149.28, N = 3SE +/- 465.66, N = 3SE +/- 78.50, N = 3SE +/- 203.51, N = 3SE +/- 107.83, N = 3SE +/- 24.01, N = 3SE +/- 8.37, N = 3513242554742864840842140320424271265348541021403267777178327664757088870955355991. (CC) gcc options: -m64 -lssl -lcrypto -fopenmp -lgmp -pthread -lm -lz -ldl -lcrypt -lbz2
OpenBenchmarking.orgReal C/S, More Is BetterJohn The Ripper 1.9.0-jumbo-1Test: Blowfish2 x Xeon Gold 5220RXeon Gold 5220RXeon Platinum 82802 x Xeon Platinum 8280Xeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216Xeon W-3275M2 x Xeon Platinum 8275CL2 x Xeon Platinum 8275CL NUMA offEPYC 2 7R322 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA offXeon Platinum 8259CL15K30K45K60K75KMin: 51304 / Avg: 51324 / Max: 51347Min: 25414 / Avg: 25546.67 / Max: 25684Min: 42674 / Avg: 42863.67 / Max: 43010Min: 82930 / Avg: 84083.67 / Max: 85349Min: 21391 / Avg: 21403 / Max: 21410Min: 20383 / Avg: 20423.67 / Max: 20467Min: 27043 / Avg: 27126.33 / Max: 27245Min: 53299 / Avg: 53485.33 / Max: 53684Min: 40838 / Avg: 41020.67 / Max: 41112Min: 40071 / Avg: 40326.33 / Max: 40588Min: 76870 / Avg: 77771.33 / Max: 78425Min: 78220 / Avg: 78327 / Max: 78480Min: 66240 / Avg: 66474.67 / Max: 66880Min: 70675 / Avg: 70887.67 / Max: 71025Min: 70910 / Avg: 70955 / Max: 70992Min: 35584 / Avg: 35598.67 / Max: 356131. (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 Gold 5220RXeon Gold 5220RXeon Platinum 82802 x Xeon Platinum 8280Xeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216Xeon W-3275M2 x Xeon Platinum 8275CL2 x Xeon Platinum 8275CL NUMA offEPYC 2 7R322 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA offXeon Platinum 8259CL2M4M6M8M10MSE +/- 9643.65, N = 3SE +/- 6806.86, N = 3SE +/- 14468.36, N = 3SE +/- 67263.16, N = 3SE +/- 8171.77, N = 3SE +/- 1452.97, N = 3SE +/- 11015.14, N = 3SE +/- 17032.65, N = 3SE +/- 4509.25, N = 3SE +/- 14294.52, N = 3SE +/- 5783.12, N = 3SE +/- 39218.76, N = 3SE +/- 30550.50, N = 3SE +/- 41921.89, N = 3SE +/- 11259.56, N = 3SE +/- 9073.77, N = 348210002506000409000078800001912667189333325830004977667376400036540007388333735066739720006554667660833333840001. (CC) gcc options: -m64 -lssl -lcrypto -fopenmp -lgmp -pthread -lm -lz -ldl -lcrypt -lbz2
OpenBenchmarking.orgReal C/S, More Is BetterJohn The Ripper 1.9.0-jumbo-1Test: MD52 x Xeon Gold 5220RXeon Gold 5220RXeon Platinum 82802 x Xeon Platinum 8280Xeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216Xeon W-3275M2 x Xeon Platinum 8275CL2 x Xeon Platinum 8275CL NUMA offEPYC 2 7R322 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA offXeon Platinum 8259CL1.4M2.8M4.2M5.6M7MMin: 4806000 / Avg: 4821000 / Max: 4839000Min: 2493000 / Avg: 2506000 / Max: 2516000Min: 4066000 / Avg: 4090000 / Max: 4116000Min: 7749000 / Avg: 7880000 / Max: 7972000Min: 1904000 / Avg: 1912666.67 / Max: 1929000Min: 1891000 / Avg: 1893333.33 / Max: 1896000Min: 2561000 / Avg: 2583000 / Max: 2595000Min: 4944000 / Avg: 4977666.67 / Max: 4999000Min: 3755000 / Avg: 3764000 / Max: 3769000Min: 3626000 / Avg: 3654000 / Max: 3673000Min: 7377000 / Avg: 7388333.33 / Max: 7396000Min: 7273000 / Avg: 7350666.67 / Max: 7399000Min: 3932000 / Avg: 3972000 / Max: 4032000Min: 6505000 / Avg: 6554666.67 / Max: 6638000Min: 6589000 / Avg: 6608333.33 / Max: 6628000Min: 3367000 / Avg: 3384000 / Max: 33980001. (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: IP Batch 1D - Data Type: f322 x Xeon Gold 5220RXeon Gold 5220RXeon Platinum 82802 x Xeon Platinum 8280Xeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216Xeon W-3275M2 x Xeon Platinum 8275CL2 x Xeon Platinum 8275CL NUMA offEPYC 2 7R322 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA offXeon Platinum 8259CL1.16252.3253.48754.655.8125SE +/- 0.02205, N = 15SE +/- 0.01148, N = 3SE +/- 0.01072, N = 3SE +/- 0.01437, N = 15SE +/- 0.02145, N = 3SE +/- 0.01398, N = 3SE +/- 0.00644, N = 3SE +/- 0.01296, N = 3SE +/- 0.01245, N = 3SE +/- 0.00575, N = 3SE +/- 0.02693, N = 15SE +/- 0.00571, N = 3SE +/- 0.00673, N = 3SE +/- 0.01483, N = 15SE +/- 0.01953, N = 3SE +/- 0.00893, N = 32.230094.499852.394511.639864.756965.166584.413662.189752.666992.867151.959921.635991.675601.576871.537292.69977MIN: 1.82MIN: 4.19MIN: 2.28MIN: 1.39MIN: 4.33MIN: 4.71MIN: 3.68MIN: 1.86MIN: 2.31MIN: 2.53MIN: 1.37MIN: 1.41MIN: 1.59MIN: 1.29MIN: 1.39MIN: 2.461. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl
OpenBenchmarking.orgms, Fewer Is BetterMKL-DNN DNNL 1.1Harness: IP Batch 1D - Data Type: f322 x Xeon Gold 5220RXeon Gold 5220RXeon Platinum 82802 x Xeon Platinum 8280Xeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216Xeon W-3275M2 x Xeon Platinum 8275CL2 x Xeon Platinum 8275CL NUMA offEPYC 2 7R322 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA offXeon Platinum 8259CL246810Min: 2.07 / Avg: 2.23 / Max: 2.35Min: 4.49 / Avg: 4.5 / Max: 4.52Min: 2.38 / Avg: 2.39 / Max: 2.42Min: 1.54 / Avg: 1.64 / Max: 1.74Min: 4.72 / Avg: 4.76 / Max: 4.79Min: 5.14 / Avg: 5.17 / Max: 5.18Min: 4.41 / Avg: 4.41 / Max: 4.43Min: 2.17 / Avg: 2.19 / Max: 2.22Min: 2.65 / Avg: 2.67 / Max: 2.69Min: 2.86 / Avg: 2.87 / Max: 2.88Min: 1.81 / Avg: 1.96 / Max: 2.1Min: 1.63 / Avg: 1.64 / Max: 1.65Min: 1.66 / Avg: 1.68 / Max: 1.69Min: 1.5 / Avg: 1.58 / Max: 1.69Min: 1.51 / Avg: 1.54 / Max: 1.57Min: 2.68 / Avg: 2.7 / Max: 2.711. (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 Gold 5220RXeon Gold 5220RXeon Platinum 82802 x Xeon Platinum 8280Xeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216Xeon W-3275M2 x Xeon Platinum 8275CL2 x Xeon Platinum 8275CL NUMA offEPYC 2 7R322 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA offXeon Platinum 8259CL510152025SE +/- 0.02232, N = 3SE +/- 0.00905, N = 3SE +/- 0.00854, N = 3SE +/- 0.01419, N = 3SE +/- 0.02892, N = 3SE +/- 0.01401, N = 3SE +/- 0.01593, N = 3SE +/- 0.06373, N = 3SE +/- 0.05182, N = 3SE +/- 0.10112, N = 3SE +/- 0.07053, N = 3SE +/- 0.00546, N = 3SE +/- 0.01277, N = 3SE +/- 0.03588, N = 3SE +/- 0.00603, N = 3SE +/- 0.03341, N = 310.634808.907956.795099.524669.3095910.193008.8423310.5239011.421507.5443919.1030012.682008.883909.976696.658427.89071MIN: 10.26MIN: 8.69MIN: 6.68MIN: 9.28MIN: 9.16MIN: 9.79MIN: 8.73MIN: 10.17MIN: 11.02MIN: 6.71MIN: 18.63MIN: 12.39MIN: 8.36MIN: 9.62MIN: 6.25MIN: 7.761. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl
OpenBenchmarking.orgms, Fewer Is BetterMKL-DNN DNNL 1.1Harness: IP Batch All - Data Type: f322 x Xeon Gold 5220RXeon Gold 5220RXeon Platinum 82802 x Xeon Platinum 8280Xeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216Xeon W-3275M2 x Xeon Platinum 8275CL2 x Xeon Platinum 8275CL NUMA offEPYC 2 7R322 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA offXeon Platinum 8259CL510152025Min: 10.61 / Avg: 10.63 / Max: 10.68Min: 8.9 / Avg: 8.91 / Max: 8.93Min: 6.79 / Avg: 6.8 / Max: 6.81Min: 9.51 / Avg: 9.52 / Max: 9.55Min: 9.26 / Avg: 9.31 / Max: 9.36Min: 10.17 / Avg: 10.19 / Max: 10.22Min: 8.82 / Avg: 8.84 / Max: 8.87Min: 10.4 / Avg: 10.52 / Max: 10.61Min: 11.34 / Avg: 11.42 / Max: 11.52Min: 7.41 / Avg: 7.54 / Max: 7.74Min: 18.99 / Avg: 19.1 / Max: 19.23Min: 12.67 / Avg: 12.68 / Max: 12.69Min: 8.87 / Avg: 8.88 / Max: 8.91Min: 9.91 / Avg: 9.98 / Max: 10.02Min: 6.65 / Avg: 6.66 / Max: 6.67Min: 7.85 / Avg: 7.89 / Max: 7.961. (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 Gold 5220RXeon Gold 5220RXeon Platinum 82802 x Xeon Platinum 8280Xeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216Xeon W-3275M2 x Xeon Platinum 8275CL2 x Xeon Platinum 8275CL NUMA offEPYC 2 7R322 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA offXeon Platinum 8259CL306090120150SE +/- 0.03777, N = 3SE +/- 0.02448, N = 3SE +/- 0.00398, N = 3SE +/- 0.04146, N = 4SE +/- 0.00870, N = 3SE +/- 0.03131, N = 3SE +/- 0.01160, N = 3SE +/- 0.03959, N = 3SE +/- 0.04012, N = 3SE +/- 0.03226, N = 3SE +/- 0.06319, N = 3SE +/- 0.01731, N = 3SE +/- 0.23997, N = 3SE +/- 0.01481, N = 3SE +/- 0.00908, N = 3SE +/- 0.00119, N = 34.086054.610543.231213.110024.838755.592754.538214.117794.826033.592185.367083.84746149.339003.048662.781933.43236MIN: 144.741. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl
OpenBenchmarking.orgms, Fewer Is BetterMKL-DNN DNNL 1.1Harness: IP Batch All - Data Type: u8s8f322 x Xeon Gold 5220RXeon Gold 5220RXeon Platinum 82802 x Xeon Platinum 8280Xeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216Xeon W-3275M2 x Xeon Platinum 8275CL2 x Xeon Platinum 8275CL NUMA offEPYC 2 7R322 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA offXeon Platinum 8259CL306090120150Min: 4.01 / Avg: 4.09 / Max: 4.14Min: 4.56 / Avg: 4.61 / Max: 4.64Min: 3.23 / Avg: 3.23 / Max: 3.24Min: 3 / Avg: 3.11 / Max: 3.2Min: 4.82 / Avg: 4.84 / Max: 4.85Min: 5.53 / Avg: 5.59 / Max: 5.64Min: 4.52 / Avg: 4.54 / Max: 4.56Min: 4.06 / Avg: 4.12 / Max: 4.19Min: 4.76 / Avg: 4.83 / Max: 4.89Min: 3.53 / Avg: 3.59 / Max: 3.63Min: 5.3 / Avg: 5.37 / Max: 5.49Min: 3.81 / Avg: 3.85 / Max: 3.87Min: 148.88 / Avg: 149.34 / Max: 149.7Min: 3.02 / Avg: 3.05 / Max: 3.08Min: 2.76 / Avg: 2.78 / Max: 2.8Min: 3.43 / Avg: 3.43 / Max: 3.431. (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 Gold 5220RXeon Gold 5220RXeon Platinum 82802 x Xeon Platinum 8280Xeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216Xeon W-3275M2 x Xeon Platinum 8275CL2 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA offXeon Platinum 8259CL3691215SE +/- 0.02081, N = 3SE +/- 0.02077, N = 3SE +/- 0.00377, N = 3SE +/- 0.01183, N = 3SE +/- 0.00212, N = 3SE +/- 0.02765, N = 3SE +/- 0.00265, N = 3SE +/- 0.00482, N = 3SE +/- 0.01534, N = 3SE +/- 0.02664, N = 3SE +/- 0.00988, N = 3SE +/- 0.00386, N = 3SE +/- 0.00431, N = 3SE +/- 0.00913, N = 3SE +/- 0.00262, N = 35.727918.685904.831703.659648.8271010.901405.714393.212815.565005.563044.103694.060414.489184.464405.69900MIN: 5.56MIN: 8.38MIN: 4.76MIN: 3.47MIN: 8.65MIN: 10.12MIN: 5.6MIN: 2.99MIN: 5.18MIN: 5.04MIN: 3.91MIN: 3.85MIN: 4.31MIN: 4.28MIN: 5.571. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl
OpenBenchmarking.orgms, Fewer Is BetterMKL-DNN DNNL 1.1Harness: IP Batch 1D - Data Type: bf16bf16bf162 x Xeon Gold 5220RXeon Gold 5220RXeon Platinum 82802 x Xeon Platinum 8280Xeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216Xeon W-3275M2 x Xeon Platinum 8275CL2 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA offXeon Platinum 8259CL3691215Min: 5.71 / Avg: 5.73 / Max: 5.77Min: 8.64 / Avg: 8.69 / Max: 8.71Min: 4.82 / Avg: 4.83 / Max: 4.84Min: 3.64 / Avg: 3.66 / Max: 3.68Min: 8.82 / Avg: 8.83 / Max: 8.83Min: 10.85 / Avg: 10.9 / Max: 10.94Min: 5.71 / Avg: 5.71 / Max: 5.72Min: 3.2 / Avg: 3.21 / Max: 3.22Min: 5.54 / Avg: 5.57 / Max: 5.59Min: 5.51 / Avg: 5.56 / Max: 5.59Min: 4.09 / Avg: 4.1 / Max: 4.12Min: 4.06 / Avg: 4.06 / Max: 4.07Min: 4.48 / Avg: 4.49 / Max: 4.49Min: 4.45 / Avg: 4.46 / Max: 4.48Min: 5.69 / Avg: 5.7 / Max: 5.71. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl

OpenBenchmarking.orgms, Fewer Is BetterMKL-DNN DNNL 1.1Harness: Convolution Batch conv_all - Data Type: f322 x Xeon Gold 5220RXeon Gold 5220RXeon Platinum 82802 x Xeon Platinum 8280Xeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216Xeon W-3275M2 x Xeon Platinum 8275CL2 x Xeon Platinum 8275CL NUMA offEPYC 2 7R322 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA offXeon Platinum 8259CL7001400210028003500SE +/- 0.29, N = 3SE +/- 1.16, N = 3SE +/- 0.39, N = 3SE +/- 0.78, N = 3SE +/- 0.47, N = 3SE +/- 1.30, N = 3SE +/- 0.59, N = 3SE +/- 0.79, N = 3SE +/- 1.69, N = 3SE +/- 0.68, N = 3SE +/- 7.07, N = 3SE +/- 5.95, N = 3SE +/- 2.05, N = 3SE +/- 0.29, N = 3SE +/- 0.29, N = 3SE +/- 0.32, N = 3999.541948.77765.75496.822363.003129.931227.07694.321578.24878.391206.22650.98710.14559.47461.94874.20MIN: 995.71MIN: 1927.2MIN: 755.35MIN: 2357.87MIN: 3085.85MIN: 1218.34MIN: 686.24MIN: 1571.3MIN: 819.94MIN: 1181.19MIN: 639.1MIN: 700.52MIN: 553.8MIN: 868.411. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl
OpenBenchmarking.orgms, Fewer Is BetterMKL-DNN DNNL 1.1Harness: Convolution Batch conv_all - Data Type: f322 x Xeon Gold 5220RXeon Gold 5220RXeon Platinum 82802 x Xeon Platinum 8280Xeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216Xeon W-3275M2 x Xeon Platinum 8275CL2 x Xeon Platinum 8275CL NUMA offEPYC 2 7R322 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA offXeon Platinum 8259CL5001000150020002500Min: 999.25 / Avg: 999.54 / Max: 1000.12Min: 1946.47 / Avg: 1948.77 / Max: 1950.16Min: 765.14 / Avg: 765.75 / Max: 766.49Min: 495.3 / Avg: 496.82 / Max: 497.87Min: 2362.17 / Avg: 2363 / Max: 2363.81Min: 3127.45 / Avg: 3129.93 / Max: 3131.87Min: 1226.38 / Avg: 1227.07 / Max: 1228.24Min: 692.88 / Avg: 694.32 / Max: 695.62Min: 1575.89 / Avg: 1578.24 / Max: 1581.52Min: 877.4 / Avg: 878.39 / Max: 879.69Min: 1192.1 / Avg: 1206.22 / Max: 1214.06Min: 644.85 / Avg: 650.98 / Max: 662.89Min: 706.04 / Avg: 710.14 / Max: 712.25Min: 558.88 / Avg: 559.47 / Max: 559.78Min: 461.61 / Avg: 461.94 / Max: 462.5Min: 873.59 / Avg: 874.2 / Max: 874.651. (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 Gold 5220RXeon Gold 5220RXeon Platinum 82802 x Xeon Platinum 8280Xeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216Xeon W-3275M2 x Xeon Platinum 8275CL2 x Xeon Platinum 8275CL NUMA offEPYC 2 7R322 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA offXeon Platinum 8259CL3K6K9K12K15KSE +/- 3.52, N = 3SE +/- 11.33, N = 3SE +/- 11.11, N = 3SE +/- 7.97, N = 3SE +/- 2.59, N = 3SE +/- 13.03, N = 3SE +/- 9.11, N = 3SE +/- 10.40, N = 3SE +/- 109.20, N = 3SE +/- 41.02, N = 3SE +/- 4.78, N = 3SE +/- 0.59, N = 3SE +/- 25.92, N = 3SE +/- 7.22, N = 3SE +/- 11.90, N = 3SE +/- 5.52, N = 34896.419696.925919.943005.4811821.3012300.309374.604821.246329.946183.113250.893252.483076.763551.383548.607095.62MIN: 4854.07MIN: 9656.48MIN: 5895.99MIN: 2934.55MIN: 11811.3MIN: 12254MIN: 9350.22MIN: 4760.44MIN: 6190.58MIN: 5934.01MIN: 3176.52MIN: 3175.14MIN: 3011.81MIN: 3527.13MIN: 3529.41MIN: 7085.951. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl
OpenBenchmarking.orgms, Fewer Is BetterMKL-DNN DNNL 1.1Harness: Convolution Batch conv_3d - Data Type: u8s8f322 x Xeon Gold 5220RXeon Gold 5220RXeon Platinum 82802 x Xeon Platinum 8280Xeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216Xeon W-3275M2 x Xeon Platinum 8275CL2 x Xeon Platinum 8275CL NUMA offEPYC 2 7R322 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA offXeon Platinum 8259CL2K4K6K8K10KMin: 4889.36 / Avg: 4896.41 / Max: 4900.09Min: 9679.29 / Avg: 9696.92 / Max: 9718.07Min: 5908.76 / Avg: 5919.94 / Max: 5942.15Min: 2989.81 / Avg: 3005.48 / Max: 3015.87Min: 11817.7 / Avg: 11821.27 / Max: 11826.3Min: 12276.3 / Avg: 12300.27 / Max: 12321.1Min: 9357.68 / Avg: 9374.6 / Max: 9388.89Min: 4810.42 / Avg: 4821.24 / Max: 4842.04Min: 6214.71 / Avg: 6329.94 / Max: 6548.22Min: 6101.37 / Avg: 6183.11 / Max: 6230.15Min: 3241.39 / Avg: 3250.89 / Max: 3256.56Min: 3251.32 / Avg: 3252.48 / Max: 3253.21Min: 3025.64 / Avg: 3076.76 / Max: 3109.75Min: 3541.71 / Avg: 3551.38 / Max: 3565.51Min: 3534.72 / Avg: 3548.6 / Max: 3572.27Min: 7089.8 / Avg: 7095.62 / Max: 7106.661. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl

OpenBenchmarking.orgms, Fewer Is BetterMKL-DNN DNNL 1.1Harness: Deconvolution Batch deconv_1d - Data Type: f322 x Xeon Gold 5220RXeon Gold 5220RXeon Platinum 82802 x Xeon Platinum 8280Xeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216Xeon W-3275M2 x Xeon Platinum 8275CL2 x Xeon Platinum 8275CL NUMA offEPYC 2 7R322 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA offXeon Platinum 8259CL1.19492.38983.58474.77965.9745SE +/- 0.00174, N = 3SE +/- 0.00527, N = 3SE +/- 0.00157, N = 3SE +/- 0.00318, N = 3SE +/- 0.00570, N = 3SE +/- 0.01140, N = 3SE +/- 0.00272, N = 3SE +/- 0.00475, N = 3SE +/- 0.00576, N = 3SE +/- 0.01273, N = 3SE +/- 0.00979, N = 3SE +/- 0.00024, N = 3SE +/- 0.01972, N = 3SE +/- 0.00693, N = 3SE +/- 0.00066, N = 3SE +/- 0.00097, N = 32.126803.364321.462321.240293.994885.310872.231261.497243.065901.745151.331091.251162.225401.257951.225891.63928MIN: 2.06MIN: 3.3MIN: 1.44MIN: 1.17MIN: 3.95MIN: 5.16MIN: 2.17MIN: 1.43MIN: 2.99MIN: 1.55MIN: 1.26MIN: 1.19MIN: 2.11MIN: 1.2MIN: 1.18MIN: 1.611. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl
OpenBenchmarking.orgms, Fewer Is BetterMKL-DNN DNNL 1.1Harness: Deconvolution Batch deconv_1d - Data Type: f322 x Xeon Gold 5220RXeon Gold 5220RXeon Platinum 82802 x Xeon Platinum 8280Xeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216Xeon W-3275M2 x Xeon Platinum 8275CL2 x Xeon Platinum 8275CL NUMA offEPYC 2 7R322 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA offXeon Platinum 8259CL246810Min: 2.12 / Avg: 2.13 / Max: 2.13Min: 3.36 / Avg: 3.36 / Max: 3.37Min: 1.46 / Avg: 1.46 / Max: 1.47Min: 1.23 / Avg: 1.24 / Max: 1.25Min: 3.98 / Avg: 3.99 / Max: 4Min: 5.29 / Avg: 5.31 / Max: 5.33Min: 2.23 / Avg: 2.23 / Max: 2.24Min: 1.49 / Avg: 1.5 / Max: 1.5Min: 3.06 / Avg: 3.07 / Max: 3.08Min: 1.73 / Avg: 1.75 / Max: 1.77Min: 1.32 / Avg: 1.33 / Max: 1.35Min: 1.25 / Avg: 1.25 / Max: 1.25Min: 2.19 / Avg: 2.23 / Max: 2.26Min: 1.25 / Avg: 1.26 / Max: 1.27Min: 1.22 / Avg: 1.23 / Max: 1.23Min: 1.64 / Avg: 1.64 / Max: 1.641. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl

OpenBenchmarking.orgms, Fewer Is BetterMKL-DNN DNNL 1.1Harness: Deconvolution Batch deconv_3d - Data Type: f322 x Xeon Gold 5220RXeon Gold 5220RXeon Platinum 82802 x Xeon Platinum 8280Xeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216Xeon W-3275M2 x Xeon Platinum 8275CL2 x Xeon Platinum 8275CL NUMA offEPYC 2 7R322 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA offXeon Platinum 8259CL246810SE +/- 0.00092, N = 3SE +/- 0.01927, N = 3SE +/- 0.00032, N = 3SE +/- 0.00373, N = 3SE +/- 0.01731, N = 3SE +/- 0.01443, N = 3SE +/- 0.00634, N = 3SE +/- 0.00200, N = 3SE +/- 0.00590, N = 3SE +/- 0.01801, N = 3SE +/- 0.00161, N = 3SE +/- 0.00132, N = 3SE +/- 0.00603, N = 3SE +/- 0.00118, N = 3SE +/- 0.00388, N = 3SE +/- 0.00571, N = 32.697004.889661.962791.136085.804207.636463.130061.707493.855122.275261.173851.172782.204711.266491.263952.20053MIN: 2.66MIN: 4.84MIN: 1.95MIN: 5.77MIN: 7.57MIN: 3.1MIN: 3.82MIN: 2.12MIN: 2.14MIN: 2.171. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl
OpenBenchmarking.orgms, Fewer Is BetterMKL-DNN DNNL 1.1Harness: Deconvolution Batch deconv_3d - Data Type: f322 x Xeon Gold 5220RXeon Gold 5220RXeon Platinum 82802 x Xeon Platinum 8280Xeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216Xeon W-3275M2 x Xeon Platinum 8275CL2 x Xeon Platinum 8275CL NUMA offEPYC 2 7R322 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA offXeon Platinum 8259CL3691215Min: 2.7 / Avg: 2.7 / Max: 2.7Min: 4.87 / Avg: 4.89 / Max: 4.93Min: 1.96 / Avg: 1.96 / Max: 1.96Min: 1.13 / Avg: 1.14 / Max: 1.14Min: 5.78 / Avg: 5.8 / Max: 5.84Min: 7.61 / Avg: 7.64 / Max: 7.66Min: 3.12 / Avg: 3.13 / Max: 3.14Min: 1.7 / Avg: 1.71 / Max: 1.71Min: 3.84 / Avg: 3.86 / Max: 3.86Min: 2.25 / Avg: 2.28 / Max: 2.31Min: 1.17 / Avg: 1.17 / Max: 1.18Min: 1.17 / Avg: 1.17 / Max: 1.18Min: 2.2 / Avg: 2.2 / Max: 2.22Min: 1.26 / Avg: 1.27 / Max: 1.27Min: 1.26 / Avg: 1.26 / Max: 1.27Min: 2.19 / Avg: 2.2 / Max: 2.211. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl

OpenBenchmarking.orgms, Fewer Is BetterMKL-DNN DNNL 1.1Harness: Convolution Batch conv_alexnet - Data Type: f322 x Xeon Gold 5220RXeon Gold 5220RXeon Platinum 82802 x Xeon Platinum 8280Xeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216Xeon W-3275M2 x Xeon Platinum 8275CL2 x Xeon Platinum 8275CL NUMA offEPYC 2 7R322 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA offXeon Platinum 8259CL90180270360450SE +/- 0.04, N = 3SE +/- 0.16, N = 3SE +/- 0.06, N = 3SE +/- 0.08, N = 3SE +/- 0.11, N = 3SE +/- 0.95, N = 3SE +/- 0.05, N = 3SE +/- 0.03, N = 3SE +/- 0.04, N = 3SE +/- 0.11, N = 3SE +/- 0.88, N = 3SE +/- 0.79, N = 3SE +/- 1.13, N = 3SE +/- 0.23, N = 3SE +/- 0.20, N = 3SE +/- 0.12, N = 3122.76244.7594.1949.84298.30395.44155.3781.14197.91108.5779.1157.5196.6956.6555.36107.80MIN: 121.68MIN: 242.31MIN: 93.73MIN: 297.84MIN: 390.56MIN: 154.79MIN: 79.72MIN: 195.97MIN: 102.46MIN: 74.84MIN: 93.63MIN: 106.141. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl
OpenBenchmarking.orgms, Fewer Is BetterMKL-DNN DNNL 1.1Harness: Convolution Batch conv_alexnet - Data Type: f322 x Xeon Gold 5220RXeon Gold 5220RXeon Platinum 82802 x Xeon Platinum 8280Xeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216Xeon W-3275M2 x Xeon Platinum 8275CL2 x Xeon Platinum 8275CL NUMA offEPYC 2 7R322 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA offXeon Platinum 8259CL70140210280350Min: 122.69 / Avg: 122.76 / Max: 122.81Min: 244.44 / Avg: 244.75 / Max: 244.98Min: 94.07 / Avg: 94.19 / Max: 94.27Min: 49.69 / Avg: 49.84 / Max: 49.95Min: 298.15 / Avg: 298.3 / Max: 298.51Min: 393.64 / Avg: 395.44 / Max: 396.87Min: 155.26 / Avg: 155.37 / Max: 155.43Min: 81.1 / Avg: 81.14 / Max: 81.2Min: 197.83 / Avg: 197.91 / Max: 197.98Min: 108.37 / Avg: 108.57 / Max: 108.74Min: 77.71 / Avg: 79.11 / Max: 80.74Min: 56.48 / Avg: 57.51 / Max: 59.07Min: 94.45 / Avg: 96.69 / Max: 98.06Min: 56.25 / Avg: 56.65 / Max: 57.04Min: 54.95 / Avg: 55.36 / Max: 55.61Min: 107.58 / Avg: 107.8 / Max: 107.961. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl

OpenBenchmarking.orgms, Fewer Is BetterMKL-DNN DNNL 1.1Harness: Convolution Batch conv_all - Data Type: u8s8f322 x Xeon Gold 5220RXeon Gold 5220RXeon Platinum 82802 x Xeon Platinum 8280Xeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216Xeon W-3275M2 x Xeon Platinum 8275CL2 x Xeon Platinum 8275CL NUMA offEPYC 2 7R322 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA offXeon Platinum 8259CL3K6K9K12K15KSE +/- 2.07, N = 3SE +/- 4.48, N = 3SE +/- 1.24, N = 3SE +/- 3.12, N = 3SE +/- 1.57, N = 3SE +/- 4.87, N = 3SE +/- 7.74, N = 3SE +/- 10.67, N = 3SE +/- 23.72, N = 3SE +/- 15.10, N = 3SE +/- 3.97, N = 3SE +/- 0.40, N = 3SE +/- 19.01, N = 3SE +/- 1.51, N = 3SE +/- 0.82, N = 3SE +/- 4.13, N = 32479.284826.712846.121517.445840.266241.164478.932377.913215.172967.922023.471708.0511728.801793.751734.203402.07MIN: 4806.63MIN: 2813.78MIN: 5831.48MIN: 6214.68MIN: 4461.44MIN: 3181.24MIN: 2893.12MIN: 11565.1MIN: 3393.591. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl
OpenBenchmarking.orgms, Fewer Is BetterMKL-DNN DNNL 1.1Harness: Convolution Batch conv_all - Data Type: u8s8f322 x Xeon Gold 5220RXeon Gold 5220RXeon Platinum 82802 x Xeon Platinum 8280Xeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216Xeon W-3275M2 x Xeon Platinum 8275CL2 x Xeon Platinum 8275CL NUMA offEPYC 2 7R322 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA offXeon Platinum 8259CL2K4K6K8K10KMin: 2475.39 / Avg: 2479.28 / Max: 2482.46Min: 4817.98 / Avg: 4826.71 / Max: 4832.8Min: 2843.64 / Avg: 2846.12 / Max: 2847.53Min: 1513.64 / Avg: 1517.44 / Max: 1523.62Min: 5838.56 / Avg: 5840.26 / Max: 5843.39Min: 6234.77 / Avg: 6241.16 / Max: 6250.73Min: 4466.85 / Avg: 4478.93 / Max: 4493.36Min: 2366.63 / Avg: 2377.91 / Max: 2399.24Min: 3191.41 / Avg: 3215.17 / Max: 3262.6Min: 2951.08 / Avg: 2967.92 / Max: 2998.05Min: 2015.56 / Avg: 2023.47 / Max: 2028.08Min: 1707.25 / Avg: 1708.05 / Max: 1708.54Min: 11690.8 / Avg: 11728.8 / Max: 11749.1Min: 1791.44 / Avg: 1793.75 / Max: 1796.6Min: 1732.87 / Avg: 1734.2 / Max: 1735.69Min: 3397.75 / Avg: 3402.07 / Max: 3410.341. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl

OpenBenchmarking.orgms, Fewer Is BetterMKL-DNN DNNL 1.1Harness: Deconvolution Batch deconv_all - Data Type: f322 x Xeon Gold 5220RXeon Gold 5220RXeon Platinum 82802 x Xeon Platinum 8280Xeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216Xeon W-3275M2 x Xeon Platinum 8275CL2 x Xeon Platinum 8275CL NUMA offEPYC 2 7R322 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA offXeon Platinum 8259CL5001000150020002500SE +/- 1.51, N = 3SE +/- 0.74, N = 3SE +/- 0.33, N = 3SE +/- 0.39, N = 3SE +/- 0.44, N = 3SE +/- 7.40, N = 3SE +/- 0.49, N = 3SE +/- 0.89, N = 3SE +/- 0.28, N = 3SE +/- 16.26, N = 5SE +/- 2.10, N = 3SE +/- 0.18, N = 3SE +/- 1.29, N = 3SE +/- 0.85, N = 3SE +/- 0.88, N = 3SE +/- 0.97, N = 31278.251920.741113.54881.781699.692201.04983.91711.391364.261292.62981.06910.141485.47739.16743.701029.24MIN: 1270.58MIN: 1902.55MIN: 1108.65MIN: 874.01MIN: 1694.75MIN: 2184.66MIN: 975.96MIN: 703.37MIN: 1356.18MIN: 1177.9MIN: 965.05MIN: 903.49MIN: 1462.15MIN: 731.99MIN: 737.27MIN: 1023.451. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl
OpenBenchmarking.orgms, Fewer Is BetterMKL-DNN DNNL 1.1Harness: Deconvolution Batch deconv_all - Data Type: f322 x Xeon Gold 5220RXeon Gold 5220RXeon Platinum 82802 x Xeon Platinum 8280Xeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216Xeon W-3275M2 x Xeon Platinum 8275CL2 x Xeon Platinum 8275CL NUMA offEPYC 2 7R322 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA offXeon Platinum 8259CL400800120016002000Min: 1275.26 / Avg: 1278.25 / Max: 1280.11Min: 1919.78 / Avg: 1920.74 / Max: 1922.19Min: 1112.88 / Avg: 1113.54 / Max: 1113.91Min: 881.02 / Avg: 881.78 / Max: 882.23Min: 1699.04 / Avg: 1699.69 / Max: 1700.52Min: 2190.1 / Avg: 2201.04 / Max: 2215.15Min: 983.15 / Avg: 983.91 / Max: 984.83Min: 709.77 / Avg: 711.39 / Max: 712.86Min: 1363.89 / Avg: 1364.26 / Max: 1364.82Min: 1264.29 / Avg: 1292.62 / Max: 1344.11Min: 976.88 / Avg: 981.06 / Max: 983.54Min: 909.78 / Avg: 910.14 / Max: 910.37Min: 1483.62 / Avg: 1485.47 / Max: 1487.96Min: 737.56 / Avg: 739.16 / Max: 740.46Min: 742.16 / Avg: 743.69 / Max: 745.22Min: 1028.01 / Avg: 1029.24 / Max: 1031.161. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl

OpenBenchmarking.orgms, Fewer Is BetterMKL-DNN DNNL 1.1Harness: Deconvolution Batch deconv_1d - Data Type: u8s8f322 x Xeon Gold 5220RXeon Gold 5220RXeon Platinum 82802 x Xeon Platinum 8280Xeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216Xeon W-3275M2 x Xeon Platinum 8275CL2 x Xeon Platinum 8275CL NUMA offEPYC 2 7R322 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA offXeon Platinum 8259CL2004006008001000SE +/- 0.002792, N = 3SE +/- 0.001194, N = 3SE +/- 0.000361, N = 3SE +/- 0.006813, N = 3SE +/- 0.001460, N = 3SE +/- 0.001246, N = 3SE +/- 0.000358, N = 3SE +/- 0.001915, N = 3SE +/- 0.003675, N = 3SE +/- 0.001267, N = 3SE +/- 0.001152, N = 3SE +/- 0.001652, N = 3SE +/- 4.136428, N = 3SE +/- 0.000864, N = 3SE +/- 0.001016, N = 3SE +/- 0.000985, N = 30.5608900.8437090.3710360.3944550.9767301.2737500.5286320.3690600.7703000.4584220.3553620.3547141131.1300000.3762220.3614140.415614MIN: 1118.791. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl
OpenBenchmarking.orgms, Fewer Is BetterMKL-DNN DNNL 1.1Harness: Deconvolution Batch deconv_1d - Data Type: u8s8f322 x Xeon Gold 5220RXeon Gold 5220RXeon Platinum 82802 x Xeon Platinum 8280Xeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216Xeon W-3275M2 x Xeon Platinum 8275CL2 x Xeon Platinum 8275CL NUMA offEPYC 2 7R322 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA offXeon Platinum 8259CL2004006008001000Min: 0.56 / Avg: 0.56 / Max: 0.56Min: 0.84 / Avg: 0.84 / Max: 0.85Min: 0.37 / Avg: 0.37 / Max: 0.37Min: 0.38 / Avg: 0.39 / Max: 0.41Min: 0.98 / Avg: 0.98 / Max: 0.98Min: 1.27 / Avg: 1.27 / Max: 1.28Min: 0.53 / Avg: 0.53 / Max: 0.53Min: 0.37 / Avg: 0.37 / Max: 0.37Min: 0.76 / Avg: 0.77 / Max: 0.77Min: 0.46 / Avg: 0.46 / Max: 0.46Min: 0.35 / Avg: 0.36 / Max: 0.36Min: 0.35 / Avg: 0.35 / Max: 0.36Min: 1123.68 / Avg: 1131.13 / Max: 1137.97Min: 0.37 / Avg: 0.38 / Max: 0.38Min: 0.36 / Avg: 0.36 / Max: 0.36Min: 0.41 / Avg: 0.42 / Max: 0.421. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl

OpenBenchmarking.orgms, Fewer Is BetterMKL-DNN DNNL 1.1Harness: Deconvolution Batch deconv_3d - Data Type: u8s8f322 x Xeon Gold 5220RXeon Gold 5220RXeon Platinum 82802 x Xeon Platinum 8280Xeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216Xeon W-3275M2 x Xeon Platinum 8275CL2 x Xeon Platinum 8275CL NUMA offEPYC 2 7R322 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA offXeon Platinum 8259CL16003200480064008000SE +/- 3.26, N = 3SE +/- 5.71, N = 3SE +/- 2.14, N = 3SE +/- 5.70, N = 3SE +/- 2.58, N = 3SE +/- 0.67, N = 3SE +/- 5.07, N = 3SE +/- 2.41, N = 3SE +/- 2.28, N = 3SE +/- 48.27, N = 3SE +/- 0.43, N = 3SE +/- 2.13, N = 3SE +/- 3.22, N = 3SE +/- 3.00, N = 3SE +/- 22.00, N = 3SE +/- 0.90, N = 33112.366072.573716.981893.727189.037457.865864.262987.083849.133852.372059.032057.931899.242238.052252.674426.06MIN: 3107.3MIN: 6048.56MIN: 3705.72MIN: 1871.79MIN: 7180.23MIN: 7454.84MIN: 5830.88MIN: 2977.12MIN: 3842.7MIN: 3728.62MIN: 2054.86MIN: 2050.62MIN: 1888.24MIN: 2230.65MIN: 2229.49MIN: 4423.171. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl
OpenBenchmarking.orgms, Fewer Is BetterMKL-DNN DNNL 1.1Harness: Deconvolution Batch deconv_3d - Data Type: u8s8f322 x Xeon Gold 5220RXeon Gold 5220RXeon Platinum 82802 x Xeon Platinum 8280Xeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216Xeon W-3275M2 x Xeon Platinum 8275CL2 x Xeon Platinum 8275CL NUMA offEPYC 2 7R322 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA offXeon Platinum 8259CL13002600390052006500Min: 3108.11 / Avg: 3112.36 / Max: 3118.76Min: 6063.14 / Avg: 6072.57 / Max: 6082.86Min: 3713.25 / Avg: 3716.98 / Max: 3720.68Min: 1885.22 / Avg: 1893.72 / Max: 1904.56Min: 7185.36 / Avg: 7189.03 / Max: 7194.01Min: 7456.55 / Avg: 7457.86 / Max: 7458.75Min: 5854.16 / Avg: 5864.26 / Max: 5870.05Min: 2982.26 / Avg: 2987.08 / Max: 2989.77Min: 3845.26 / Avg: 3849.13 / Max: 3853.16Min: 3768.03 / Avg: 3852.37 / Max: 3935.21Min: 2058.27 / Avg: 2059.03 / Max: 2059.76Min: 2053.77 / Avg: 2057.93 / Max: 2060.78Min: 1893.69 / Avg: 1899.24 / Max: 1904.84Min: 2232.39 / Avg: 2238.05 / Max: 2242.59Min: 2230.43 / Avg: 2252.67 / Max: 2296.67Min: 4424.77 / Avg: 4426.06 / Max: 4427.791. (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: Convolution Batch conv_3d - Data Type: bf16bf16bf162 x Xeon Gold 5220RXeon Gold 5220RXeon Platinum 82802 x Xeon Platinum 8280Xeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216Xeon W-3275M2 x Xeon Platinum 8275CL2 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA offXeon Platinum 8259CL918273645SE +/- 0.00301, N = 3SE +/- 0.01559, N = 3SE +/- 0.00390, N = 3SE +/- 0.00328, N = 3SE +/- 0.00339, N = 3SE +/- 0.00904, N = 3SE +/- 0.00584, N = 3SE +/- 0.00770, N = 3SE +/- 0.00466, N = 3SE +/- 0.24390, N = 4SE +/- 0.00882, N = 3SE +/- 0.00469, N = 3SE +/- 0.00172, N = 3SE +/- 0.00811, N = 3SE +/- 0.00403, N = 315.2177029.9173014.078007.9291239.9985040.0192022.4243011.6076020.5163016.590608.712348.647079.206659.1875117.32170MIN: 15.05MIN: 29.42MIN: 13.95MIN: 39.89MIN: 39.9MIN: 22.32MIN: 11.46MIN: 20.35MIN: 14.98MIN: 8.5MIN: 8.43MIN: 9.04MIN: 9.03MIN: 17.211. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl
OpenBenchmarking.orgms, Fewer Is BetterMKL-DNN DNNL 1.1Harness: Convolution Batch conv_3d - Data Type: bf16bf16bf162 x Xeon Gold 5220RXeon Gold 5220RXeon Platinum 82802 x Xeon Platinum 8280Xeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216Xeon W-3275M2 x Xeon Platinum 8275CL2 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA offXeon Platinum 8259CL816243240Min: 15.21 / Avg: 15.22 / Max: 15.22Min: 29.89 / Avg: 29.92 / Max: 29.94Min: 14.07 / Avg: 14.08 / Max: 14.08Min: 7.92 / Avg: 7.93 / Max: 7.93Min: 39.99 / Avg: 40 / Max: 40.01Min: 40.01 / Avg: 40.02 / Max: 40.04Min: 22.41 / Avg: 22.42 / Max: 22.43Min: 11.59 / Avg: 11.61 / Max: 11.62Min: 20.51 / Avg: 20.52 / Max: 20.52Min: 16.33 / Avg: 16.59 / Max: 17.32Min: 8.7 / Avg: 8.71 / Max: 8.73Min: 8.64 / Avg: 8.65 / Max: 8.66Min: 9.2 / Avg: 9.21 / Max: 9.21Min: 9.17 / Avg: 9.19 / Max: 9.2Min: 17.31 / Avg: 17.32 / Max: 17.331. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl

OpenBenchmarking.orgms, Fewer Is BetterMKL-DNN DNNL 1.1Harness: Convolution Batch conv_alexnet - Data Type: u8s8f322 x Xeon Gold 5220RXeon Gold 5220RXeon Platinum 82802 x Xeon Platinum 8280Xeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216Xeon W-3275M2 x Xeon Platinum 8275CL2 x Xeon Platinum 8275CL NUMA offEPYC 2 7R322 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA offXeon Platinum 8259CL30060090012001500SE +/- 0.03, N = 3SE +/- 0.09, N = 3SE +/- 0.02, N = 3SE +/- 0.03, N = 3SE +/- 0.04, N = 3SE +/- 0.06, N = 3SE +/- 0.01, N = 3SE +/- 0.25, N = 3SE +/- 0.14, N = 3SE +/- 0.04, N = 3SE +/- 0.73, N = 3SE +/- 0.03, N = 3SE +/- 2.69, N = 3SE +/- 0.24, N = 3SE +/- 0.01, N = 3SE +/- 0.04, N = 335.9866.7426.8419.8181.07105.8342.2226.5455.3431.9959.9030.641301.3622.3819.3730.88MIN: 1286.291. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl
OpenBenchmarking.orgms, Fewer Is BetterMKL-DNN DNNL 1.1Harness: Convolution Batch conv_alexnet - Data Type: u8s8f322 x Xeon Gold 5220RXeon Gold 5220RXeon Platinum 82802 x Xeon Platinum 8280Xeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216Xeon W-3275M2 x Xeon Platinum 8275CL2 x Xeon Platinum 8275CL NUMA offEPYC 2 7R322 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA offXeon Platinum 8259CL2004006008001000Min: 35.92 / Avg: 35.98 / Max: 36.02Min: 66.57 / Avg: 66.74 / Max: 66.89Min: 26.8 / Avg: 26.84 / Max: 26.88Min: 19.76 / Avg: 19.81 / Max: 19.86Min: 81 / Avg: 81.07 / Max: 81.13Min: 105.74 / Avg: 105.83 / Max: 105.95Min: 42.21 / Avg: 42.22 / Max: 42.24Min: 26.05 / Avg: 26.54 / Max: 26.86Min: 55.17 / Avg: 55.34 / Max: 55.61Min: 31.94 / Avg: 31.99 / Max: 32.06Min: 58.62 / Avg: 59.9 / Max: 61.17Min: 30.58 / Avg: 30.64 / Max: 30.68Min: 1295.98 / Avg: 1301.36 / Max: 1304.14Min: 22.13 / Avg: 22.38 / Max: 22.86Min: 19.35 / Avg: 19.37 / Max: 19.4Min: 30.8 / Avg: 30.88 / Max: 30.921. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl

OpenBenchmarking.orgms, Fewer Is BetterMKL-DNN DNNL 1.1Harness: Convolution Batch conv_all - Data Type: bf16bf16bf162 x Xeon Gold 5220RXeon Gold 5220RXeon Platinum 82802 x Xeon Platinum 8280Xeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216Xeon W-3275M2 x Xeon Platinum 8275CL2 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA offXeon Platinum 8259CL2K4K6K8K10KSE +/- 3.93, N = 3SE +/- 4.68, N = 3SE +/- 0.26, N = 3SE +/- 1.13, N = 3SE +/- 0.34, N = 3SE +/- 0.35, N = 3SE +/- 0.12, N = 3SE +/- 2.73, N = 3SE +/- 6.81, N = 3SE +/- 0.11, N = 3SE +/- 0.16, N = 3SE +/- 0.26, N = 3SE +/- 0.11, N = 3SE +/- 0.30, N = 3SE +/- 0.11, N = 33917.527839.953497.471766.3510255.2010258.005709.172871.115156.693880.441919.501918.282197.812198.184364.00MIN: 3906.67MIN: 7795.37MIN: 3490.41MIN: 10250.1MIN: 10250.4MIN: 5699.77MIN: 2860.81MIN: 5142.07MIN: 3767MIN: 1911.94MIN: 1911.42MIN: 2191.04MIN: 2191.82MIN: 4358.261. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl
OpenBenchmarking.orgms, Fewer Is BetterMKL-DNN DNNL 1.1Harness: Convolution Batch conv_all - Data Type: bf16bf16bf162 x Xeon Gold 5220RXeon Gold 5220RXeon Platinum 82802 x Xeon Platinum 8280Xeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216Xeon W-3275M2 x Xeon Platinum 8275CL2 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA offXeon Platinum 8259CL2K4K6K8K10KMin: 3912.84 / Avg: 3917.52 / Max: 3925.33Min: 7834.19 / Avg: 7839.95 / Max: 7849.22Min: 3497.1 / Avg: 3497.47 / Max: 3497.97Min: 1765.16 / Avg: 1766.35 / Max: 1768.6Min: 10254.5 / Avg: 10255.17 / Max: 10255.6Min: 10257.3 / Avg: 10257.97 / Max: 10258.5Min: 5708.98 / Avg: 5709.17 / Max: 5709.4Min: 2867.97 / Avg: 2871.11 / Max: 2876.54Min: 5149.22 / Avg: 5156.69 / Max: 5170.3Min: 3880.24 / Avg: 3880.44 / Max: 3880.6Min: 1919.22 / Avg: 1919.5 / Max: 1919.79Min: 1918.01 / Avg: 1918.28 / Max: 1918.81Min: 2197.6 / Avg: 2197.81 / Max: 2197.95Min: 2197.76 / Avg: 2198.18 / Max: 2198.75Min: 4363.83 / Avg: 4364 / Max: 4364.21. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl

OpenBenchmarking.orgms, Fewer Is BetterMKL-DNN DNNL 1.1Harness: Convolution Batch conv_googlenet_v3 - Data Type: f322 x Xeon Gold 5220RXeon Gold 5220RXeon Platinum 82802 x Xeon Platinum 8280Xeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216Xeon W-3275M2 x Xeon Platinum 8275CL2 x Xeon Platinum 8275CL NUMA offEPYC 2 7R322 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA offXeon Platinum 8259CL4080120160200SE +/- 0.06, N = 3SE +/- 0.24, N = 3SE +/- 0.02, N = 3SE +/- 0.09, N = 3SE +/- 0.03, N = 3SE +/- 0.06, N = 3SE +/- 0.07, N = 3SE +/- 0.01, N = 3SE +/- 0.04, N = 3SE +/- 0.07, N = 3SE +/- 0.17, N = 3SE +/- 0.01, N = 3SE +/- 0.19, N = 3SE +/- 0.10, N = 3SE +/- 0.02, N = 3SE +/- 0.04, N = 354.82108.1642.0823.18131.09171.4369.1436.3787.5449.8733.6325.0542.5425.7725.0748.06MIN: 54.08MIN: 106.43MIN: 41.31MIN: 130.56MIN: 170.75MIN: 68.48MIN: 34.65MIN: 86.64MIN: 44.78MIN: 32.49MIN: 40.72MIN: 47.621. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl
OpenBenchmarking.orgms, Fewer Is BetterMKL-DNN DNNL 1.1Harness: Convolution Batch conv_googlenet_v3 - Data Type: f322 x Xeon Gold 5220RXeon Gold 5220RXeon Platinum 82802 x Xeon Platinum 8280Xeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216Xeon W-3275M2 x Xeon Platinum 8275CL2 x Xeon Platinum 8275CL NUMA offEPYC 2 7R322 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA offXeon Platinum 8259CL306090120150Min: 54.7 / Avg: 54.82 / Max: 54.9Min: 107.84 / Avg: 108.16 / Max: 108.62Min: 42.04 / Avg: 42.08 / Max: 42.1Min: 23.03 / Avg: 23.18 / Max: 23.35Min: 131.05 / Avg: 131.09 / Max: 131.15Min: 171.33 / Avg: 171.43 / Max: 171.54Min: 69.03 / Avg: 69.14 / Max: 69.27Min: 36.35 / Avg: 36.37 / Max: 36.39Min: 87.46 / Avg: 87.54 / Max: 87.61Min: 49.75 / Avg: 49.87 / Max: 49.99Min: 33.37 / Avg: 33.63 / Max: 33.95Min: 25.04 / Avg: 25.05 / Max: 25.08Min: 42.21 / Avg: 42.54 / Max: 42.87Min: 25.59 / Avg: 25.77 / Max: 25.94Min: 25.03 / Avg: 25.07 / Max: 25.1Min: 47.99 / Avg: 48.06 / Max: 48.111. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl

OpenBenchmarking.orgms, Fewer Is BetterMKL-DNN DNNL 1.1Harness: Deconvolution Batch deconv_1d - Data Type: bf16bf16bf162 x Xeon Gold 5220RXeon Gold 5220RXeon Platinum 82802 x Xeon Platinum 8280Xeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216Xeon W-3275M2 x Xeon Platinum 8275CL2 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA offXeon Platinum 8259CL48121620SE +/- 0.00772, N = 3SE +/- 0.04579, N = 3SE +/- 0.00167, N = 3SE +/- 0.00661, N = 3SE +/- 0.00105, N = 3SE +/- 0.00867, N = 3SE +/- 0.00392, N = 3SE +/- 0.00747, N = 3SE +/- 0.01001, N = 3SE +/- 0.03740, N = 3SE +/- 0.01030, N = 3SE +/- 0.00401, N = 3SE +/- 0.00489, N = 3SE +/- 0.00151, N = 3SE +/- 0.02376, N = 37.2297513.142806.553744.0684716.5484016.551609.903625.384028.869137.615953.969063.965104.490394.465237.98292MIN: 7.13MIN: 12.96MIN: 6.5MIN: 3.93MIN: 16.51MIN: 16.51MIN: 9.85MIN: 5.3MIN: 8.78MIN: 6.95MIN: 3.86MIN: 3.88MIN: 4.4MIN: 4.38MIN: 7.921. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl
OpenBenchmarking.orgms, Fewer Is BetterMKL-DNN DNNL 1.1Harness: Deconvolution Batch deconv_1d - Data Type: bf16bf16bf162 x Xeon Gold 5220RXeon Gold 5220RXeon Platinum 82802 x Xeon Platinum 8280Xeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216Xeon W-3275M2 x Xeon Platinum 8275CL2 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA offXeon Platinum 8259CL48121620Min: 7.21 / Avg: 7.23 / Max: 7.24Min: 13.07 / Avg: 13.14 / Max: 13.23Min: 6.55 / Avg: 6.55 / Max: 6.56Min: 4.06 / Avg: 4.07 / Max: 4.08Min: 16.55 / Avg: 16.55 / Max: 16.55Min: 16.54 / Avg: 16.55 / Max: 16.57Min: 9.9 / Avg: 9.9 / Max: 9.91Min: 5.37 / Avg: 5.38 / Max: 5.4Min: 8.86 / Avg: 8.87 / Max: 8.89Min: 7.54 / Avg: 7.62 / Max: 7.66Min: 3.95 / Avg: 3.97 / Max: 3.98Min: 3.96 / Avg: 3.97 / Max: 3.97Min: 4.48 / Avg: 4.49 / Max: 4.5Min: 4.46 / Avg: 4.47 / Max: 4.47Min: 7.95 / Avg: 7.98 / Max: 8.031. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl

OpenBenchmarking.orgms, Fewer Is BetterMKL-DNN DNNL 1.1Harness: Deconvolution Batch deconv_3d - Data Type: bf16bf16bf162 x Xeon Gold 5220RXeon Gold 5220RXeon Platinum 82802 x Xeon Platinum 8280Xeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216Xeon W-3275M2 x Xeon Platinum 8275CL2 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA offXeon Platinum 8259CL510152025SE +/- 0.01392, N = 3SE +/- 0.00134, N = 3SE +/- 0.00251, N = 3SE +/- 0.00369, N = 3SE +/- 0.05476, N = 3SE +/- 0.02388, N = 3SE +/- 0.00297, N = 3SE +/- 0.00159, N = 3SE +/- 0.00821, N = 3SE +/- 0.03985, N = 3SE +/- 0.01549, N = 3SE +/- 0.00222, N = 3SE +/- 0.00712, N = 3SE +/- 0.00526, N = 3SE +/- 0.00210, N = 39.4259116.825307.696054.3581721.4290021.4755012.327106.2964710.937908.462734.379524.360024.871944.856899.37107MIN: 9.32MIN: 16.72MIN: 7.67MIN: 21.29MIN: 21.24MIN: 12.27MIN: 6.25MIN: 10.86MIN: 8.21MIN: 4.83MIN: 4.82MIN: 9.331. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl
OpenBenchmarking.orgms, Fewer Is BetterMKL-DNN DNNL 1.1Harness: Deconvolution Batch deconv_3d - Data Type: bf16bf16bf162 x Xeon Gold 5220RXeon Gold 5220RXeon Platinum 82802 x Xeon Platinum 8280Xeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216Xeon W-3275M2 x Xeon Platinum 8275CL2 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA offXeon Platinum 8259CL510152025Min: 9.4 / Avg: 9.43 / Max: 9.45Min: 16.82 / Avg: 16.83 / Max: 16.83Min: 7.69 / Avg: 7.7 / Max: 7.7Min: 4.35 / Avg: 4.36 / Max: 4.36Min: 21.37 / Avg: 21.43 / Max: 21.54Min: 21.44 / Avg: 21.48 / Max: 21.52Min: 12.32 / Avg: 12.33 / Max: 12.33Min: 6.29 / Avg: 6.3 / Max: 6.3Min: 10.92 / Avg: 10.94 / Max: 10.95Min: 8.39 / Avg: 8.46 / Max: 8.53Min: 4.36 / Avg: 4.38 / Max: 4.41Min: 4.36 / Avg: 4.36 / Max: 4.36Min: 4.86 / Avg: 4.87 / Max: 4.88Min: 4.85 / Avg: 4.86 / Max: 4.86Min: 9.37 / Avg: 9.37 / Max: 9.371. (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 Gold 5220RXeon Gold 5220RXeon Platinum 82802 x Xeon Platinum 8280Xeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216Xeon W-3275M2 x Xeon Platinum 8275CL2 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA offXeon Platinum 8259CL400800120016002000SE +/- 0.06, N = 3SE +/- 1.48, N = 3SE +/- 0.07, N = 3SE +/- 0.06, N = 3SE +/- 0.15, N = 3SE +/- 0.03, N = 3SE +/- 0.09, N = 3SE +/- 4.23, N = 3SE +/- 0.08, N = 3SE +/- 1.04, N = 3SE +/- 0.07, N = 3SE +/- 0.33, N = 3SE +/- 0.23, N = 3SE +/- 0.11, N = 3SE +/- 0.41, N = 3712.201433.47637.37320.061874.471875.231042.34527.02938.91702.07348.24348.33399.30399.31796.75MIN: 710.93MIN: 1421.77MIN: 636.97MIN: 319.23MIN: 1873.87MIN: 1873.9MIN: 1041.43MIN: 521.14MIN: 937.57MIN: 687.86MIN: 346.92MIN: 347.28MIN: 398.05MIN: 398.47MIN: 795.521. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl
OpenBenchmarking.orgms, Fewer Is BetterMKL-DNN DNNL 1.1Harness: Convolution Batch conv_alexnet - Data Type: bf16bf16bf162 x Xeon Gold 5220RXeon Gold 5220RXeon Platinum 82802 x Xeon Platinum 8280Xeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216Xeon W-3275M2 x Xeon Platinum 8275CL2 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA offXeon Platinum 8259CL30060090012001500Min: 712.08 / Avg: 712.2 / Max: 712.3Min: 1430.58 / Avg: 1433.47 / Max: 1435.46Min: 637.27 / Avg: 637.37 / Max: 637.49Min: 319.97 / Avg: 320.06 / Max: 320.18Min: 1874.2 / Avg: 1874.47 / Max: 1874.72Min: 1875.18 / Avg: 1875.23 / Max: 1875.27Min: 1042.2 / Avg: 1042.34 / Max: 1042.5Min: 522.71 / Avg: 527.02 / Max: 535.48Min: 938.8 / Avg: 938.91 / Max: 939.07Min: 700.45 / Avg: 702.07 / Max: 704.02Min: 348.13 / Avg: 348.24 / Max: 348.38Min: 347.69 / Avg: 348.33 / Max: 348.81Min: 398.86 / Avg: 399.3 / Max: 399.65Min: 399.14 / Avg: 399.31 / Max: 399.5Min: 796.13 / Avg: 796.75 / Max: 797.531. (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: Convolution Batch conv_googlenet_v3 - Data Type: u8s8f322 x Xeon Gold 5220RXeon Gold 5220RXeon Platinum 82802 x Xeon Platinum 8280Xeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216Xeon W-3275M2 x Xeon Platinum 8275CL2 x Xeon Platinum 8275CL NUMA offEPYC 2 7R322 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA offXeon Platinum 8259CL160320480640800