Xeon & EPYC Tests

Various Server CPU benchmarks

Compare your own system(s) to this result file with the Phoronix Test Suite by running the command: phoronix-test-suite benchmark 2010047-VE-2009185VE58
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AV1 2 Tests
Bioinformatics 2 Tests
Chess Test Suite 2 Tests
Timed Code Compilation 5 Tests
C/C++ Compiler Tests 16 Tests
Compression Tests 2 Tests
CPU Massive 27 Tests
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
Common Workstation Benchmarks 2 Tests

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  Test
  Duration
2 x Xeon Gold 5220R
March 26 2020
  9 Hours, 36 Minutes
Xeon Gold 5220R
March 27 2020
  10 Hours, 11 Minutes
Xeon Platinum 8280
March 28 2020
  8 Hours, 39 Minutes
2 x Xeon Platinum 8280
March 28 2020
  8 Hours, 49 Minutes
Xeon Gold 5218
March 29 2020
  11 Hours, 15 Minutes
Xeon Silver 4216
March 30 2020
  11 Hours, 48 Minutes
Xeon Gold 6226R
March 30 2020
  9 Hours, 51 Minutes
2 x Xeon Gold 6226R
March 31 2020
  9 Hours, 29 Minutes
2 x Xeon Silver 4216
March 31 2020
  10 Hours, 35 Minutes
Xeon W-3275M
April 19 2020
  9 Hours, 52 Minutes
2 x Xeon Platinum 8275CL
June 02 2020
  11 Hours, 15 Minutes
2 x Xeon Platinum 8275CL NUMA off
June 03 2020
  9 Hours, 44 Minutes
EPYC 2 7R32
August 22 2020
  7 Hours, 24 Minutes
2 x Xeon Platinum 8259CL
September 16 2020
  9 Hours, 25 Minutes
2 x Xeon Platinum 8259CL NUMA off
September 17 2020
  9 Hours, 36 Minutes
Xeon Platinum 8259CL
October 03 2020
  10 Hours, 8 Minutes
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  9 Hours, 51 Minutes

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

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

Xeon & EPYC Testsmkl-dnn: Convolution Batch conv_googlenet_v3 - u8s8f32arrayfire: Conjugate Gradient CPUarrayfire: BLAS CPUmkl-dnn: Convolution Batch conv_alexnet - f32mkl-dnn: Convolution Batch conv_all - u8s8f32mkl-dnn: Convolution Batch conv_googlenet_v3 - f32mkl-dnn: Convolution Batch conv_alexnet - u8s8f32mkl-dnn: Convolution Batch conv_all - f32mkl-dnn: Deconvolution Batch deconv_3d - f32mkl-dnn: IP Batch All - u8s8f32mkl-dnn: Convolution Batch conv_alexnet - bf16bf16bf16mkl-dnn: Convolution Batch conv_all - bf16bf16bf16mkl-dnn: Convolution Batch conv_googlenet_v3 - bf16bf16bf16ospray: NASA Streamlines - Path Tracerospray: XFrog Forest - SciVisospray: XFrog Forest - Path Tracermkl-dnn: Convolution Batch conv_3d - bf16bf16bf16ospray: NASA Streamlines - SciVismkl-dnn: Deconvolution Batch deconv_3d - bf16bf16bf16ospray: San Miguel - SciVisembree: Pathtracer ISPC - Crownospray: San Miguel - Path Tracerhpcg: embree: Pathtracer ISPC - Asian Dragonembree: Pathtracer ISPC - Asian Dragon Objmkl-dnn: Deconvolution Batch deconv_1d - f32luxcorerender: Rainbow Colors and Prismblender: Classroom - CPU-Onlynamd: ATPase Simulation - 327,506 Atomsluxcorerender: DLSCmkl-dnn: Deconvolution Batch deconv_1d - bf16bf16bf16john-the-ripper: MD5blender: Pabellon Barcelona - CPU-Onlyjohn-the-ripper: Blowfishmkl-dnn: Convolution Batch conv_3d - u8s8f32intel-mpi: IMB-P2P PingPongmkl-dnn: Deconvolution Batch deconv_1d - u8s8f32npb: EP.Dospray: Magnetic Reconnection - SciVisnpb: EP.Cmkl-dnn: Deconvolution Batch deconv_all - bf16bf16bf16mkl-dnn: Deconvolution Batch deconv_3d - u8s8f32blender: BMW27 - CPU-Onlyembree: Pathtracer - Crownstockfish: Total Timeasmfish: 1024 Hash Memory, 26 Depthv-ray: CPUembree: Pathtracer - Asian Dragonembree: Pathtracer - Asian Dragon Objblender: Fishy Cat - CPU-Onlymkl-dnn: IP Batch 1D - bf16bf16bf16mkl-dnn: IP Batch 1D - f32npb: SP.Bblender: Barbershop - CPU-Onlylammps: Rhodopsin Proteinappleseed: Disney Materialmkl-dnn: Deconvolution Batch deconv_all - f32tungsten: Hairbasis: UASTC Level 3npb: LU.Cbuild-linux-kernel: Time To Compilenpb: BT.Cdav1d: Summer Nature 1080ppgbench: Buffer Test - Normal Load - Read Onlymkl-dnn: IP Batch All - f32dav1d: Chimera 1080p 10-bitoidn: Memorialbuild-llvm: Time To Compilenpb: MG.Cdav1d: Summer Nature 4Kappleseed: Emilysvt-av1: Enc Mode 8 - 1080psvt-av1: Enc Mode 4 - 1080pmrbayes: Primate Phylogeny Analysispyperformance: python_startupmlpack: scikit_qdapgbench: Buffer Test - Normal Load - Read Writemlpack: scikit_icadeepspeech: CPUbuild2: Time To Compilemlpack: scikit_linearridgeregressionsvt-vp9: Visual Quality Optimized - Bosphorus 1080pbuild-gcc: Time To Compilebuild-gdb: Time To Compileappleseed: Material Testernettle: poly1305-aesnettle: chachanettle: aes256lzbench: Crush 0 - Decompressionphpbench: PHP Benchmark Suitepyperformance: floatpyperformance: django_templatescikit-learn: lzbench: Brotli 2 - Decompressionbasis: ETC1Slzbench: Zstd 1 - Compressionpybench: Total For Average Test Timessmhasher: wyhashsmhasher: wyhashnumpy: lzbench: Zstd 8 - Decompressioncompress-zstd: Compressing ubuntu-16.04.3-server-i386.img, Compression Level 19mlpack: scikit_svmlzbench: Brotli 2 - Compressionlzbench: Zstd 1 - Decompressionnettle: sha512himeno: Poisson Pressure Solverradiance: Serialradiance: SMP Parallellzbench: Crush 0 - Compressionrenaissance: Apache Spark PageRankpyperformance: regex_compiledacapobench: Jythontungsten: Water Causticlzbench: Zstd 8 - Compressionrenaissance: Scala Dottyrenaissance: Savina Reactors.IOrenaissance: Apache Spark Bayescloverleaf: Lagrangian-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-3275M2 x Xeon Platinum 8275CL2 x Xeon Platinum 8275CL NUMA offEPYC 2 7R322 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA offXeon Platinum 8259CL15.75429.8982359.13122.7612479.2854.819035.9778999.5442.697004.08605712.2013917.52187.16810.427.193.9815.217755.569.4259143.4833.44693.9525.630343.098337.14982.126804.46165.960.603334.447.229754821000208.30513244896.4119650424.3333330.5608903780.5947.623768.663152.413112.3660.6729.515374235829855018514027035.875732.330198.245.727912.2300950932.88260.5617.37888.8566341278.2511.072627.981108883.4036.699100761.29321.84598798.57132410.634870.8127.97286.78258984.18177.89180.64579749.2095.302134.92811.242.6934227.72490377.41125.1186372.1512.39237.571060.578146.439189.4596532797.221024.9756159.2141963128311347.310.45861354.554437110018.806300.73110110.44917.921721147489.153404.690861746.918230.5619324540.720167487723.3367747414.61926257.0083662.7671.0628.45326.4091201.54244.7454826.71108.16166.73521948.774.889664.610541433.477839.95369.2875.383.702.0629.917328.5716.825323.2617.66042.1413.352923.604220.34183.364322.48328.811.157452.3213.14282506000404.78255479696.9210276849.5217390.8437091966.6127.031863.155695.586072.57113.3016.051438167326432179392188619.610517.7957175.958.685904.4998523346.56456.479.535158.772381920.7418.984046.70856744.8759.01250787.79274.98383120.6905098.9079558.0518.41430.42631197.22160.59284.2797433.0884.285134.48311.334.2445518.59351568.19126.0780191.6412.25224.011167.683151.909162.8603532779.781020.0936133.9142862969011447.110.11265156.018444111418.815313.76119410.35517.821761180485.863398.397455749.923242.5159821704.485168483425.0080767556.32922776.2953150.0961.2811.29004.1153432.1694.19372846.1242.075826.8391765.7451.962793.23121637.3743497.47166.9849.496.253.4614.0780507.6960538.4628.77303.5214.909738.310033.04901.462324.11198.250.707093.796.553744090000246.31428645919.9416653864.7681160.3710363283.3842.873194.182935.993716.9869.8026.280062891312687620753471032.247429.2061110.674.831702.3945132682.14287.8015.314103.8330991113.5412.686330.68974255.6740.89871842.34323.20560887.7666966.7950965.4031.10308.74137089.05199.08197.64950551.9176.030128.84811.230.4553139.05777767.36118.0937774.1181.67265.401063.705144.643123.9791032867.481051.1116313.1644064916410946.29.12767351.446457107622.678330.3312248.20317.191811212501.983510.205159728.36123510120621.229164454722.0167776664.25421975.1222674.1750.967.460507.4813430.2849.84371517.4423.177219.8143496.8161.136083.11002320.0601766.3586.539118.1812.056.677.9291290.914.3581769.5253.23046.5328.854268.424158.69451.240297.15100.470.362267.194.068477880000129.01840843005.4831821690.5507250.3944556284.6571.436104.941779.151893.7238.7945.61211197157951338398966433157.487051.785366.393.659641.6398670893.41187.3324.78868.618272881.7837.8270619.885140090.3227.309136046.53409.88909916.4900869.5246685.1434.49221.51569175.12221.31154.98075256.9827.033129.98611.238.3524466.91122763.35122.2246862.7761.82233.171005.530142.695193.442412868.691051.9366320.0042864969310945.99.39262352.694449107322.677321.8211249.13717.191761168500.983514.604106728.246226.0769623588.397164471121.5896756890.60626764.9413228.6330.6934.60317.0421002.09298.3005840.26131.08881.07052363.005.804204.838751874.4710255.2484.5944.373.011.6839.998523.2621.429018.8714.41631.7513.013819.432116.76853.994881.88433.421.511681.7416.54841912667531.982140311821.39066471.04347830.9767301635.7822.221621.486721.027189.03149.3912.388232424332365618171698115.310413.8526229.288.82714.7569622329.34589.078.158182.5579721699.6922.486655.20948143.4967.15648617.05265.46322051.6311879.3095955.8815.80501.21830328.65136.86328.13913327.1933.339147.73411.137.4140894.89675668.78128.40692101.7162.46172.821218.874156.299179.7515052798.561024.4936164.7943063245511447.210.28665558.473446110119.806315.14119511.12217.981761184489.513405.035897747.844241.8979623703.029167509625.9635748286.12327198.0803477.3311.3745.05027.819765.491395.4416241.16171.428105.8263129.937.636465.592751875.2310258.0484.8953.412.341.3140.019218.1821.475514.7111.38271.4011.888315.591113.49185.310871.88432.111.517211.7716.55161893333531.392042412300.38923779.55072461.273751571.4917.941545.506721.547457.86149.0212.431631174576350854961710515.279613.8827229.7110.90145.1665821149.68593.137.810194.4018432201.0423.612958.24646723.0171.77046389.79232.35313376.77991710.193050.1012.85531.15228301.13132.46345.38996126.4603.309193.46615.440.7540373.30489481.36135.99744109.6992.97173.181398.020177.772188.7767562291.69837.6125024.3935351569713757.512.03054267.461365134222.13122004.08272.1299811.43020.89146973399.992823.595364909.318299.7398225271.433204576828.8979648634.69122798.3823588.6921.4917.97356.4512137.03155.3684478.9369.143142.22021227.073.130064.538211042.345709.17269.9915.523.682.0222.424329.4112.327122.6916.80992.0213.958122.459819.32282.231262.51321.531.135862.359.903622583000400.96271269374.6010620968.6086950.5286322094.5325.482044.243966.735864.26111.8215.994339776292446149252207419.347217.4223173.955.714394.4136623859.79453.2210.325155.228014983.91318.612944.94358594.5057.77256576.12307.75376860.3186158.8423362.3222.01433.19131633.6170.07276.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39.1639.2621723.088120961.9127.581104107.99431.76795715.3113559.9766989.5533.89232.05363393.35215.64161.84631453.0405.955139.75011.342.884009.40533158.48117.7261366.6672.30229.911012.035129.689185.2297342497.86917.7505513.0839457348312364.212.45955157.826399125224.15120225.18310.4010119.94918.761571027437.623147.907521841.647258.3438825275.159200517224.5437697256.92028107.0363495.6120.787.636517.6045650.7155.35651734.2025.067219.3723461.9351.263952.78193399.3082198.18106.71415.5410.325.719.1875176.924.8568961.5846.41845.5416.517159.050250.86481.225895.52124.670.454225.864.465236608333157.99709553548.6032444647.4347830.3614145284.3462.55059.021904.452252.6748.0038.10331041066761050706065305146.908442.494679.224.464401.5372938493.57211.3721.88773.216224743.6959.0907323.14794642.9929.27684766.14400.24790827.5724646.6584288.6633.10244.94043490.15212.99163.70723252.3145.996141.89822.641.293168.73208157.69135.0510069.1952.42229.531073.762146.435197.2937742516.87917.5055523.3139657434812364.112.95454358.280407125324.15420231.58293.5396610.29419.621591032438.233130.858713841.323255.5888625636.694200516124.7792717566.34228251.8283813.7460.6312.70594.6772950.16107.8043402.0748.064030.8800874.2012.200533.43236796.7534364.00207.9118.095.382.9617.321743.489.3710732.9724.72673.0013.642532.908828.29281.639283.30246.810.869253.047.982923384000305.20355997095.6216759832.260870.4156142677.6437.042641.323368.214426.0686.8921.382954437117593507942906126.063823.7192134.225.699002.6997724288.34350.4713.040120.1693461029.2414.804635.98365522.4641.13751975.35353.78512031.4192317.8907167.3327.99317.61033490.03205.63219.319746.8735.112138.84611.431.985941.31814161.20117.3569276.1472.00256.241067.641132.228127.9962962492.48920.5135517.0240456979312264.112.08858757.399410125024.18720221.25321.1310899.67218.671601061436.733152.501437842.099273.1259122226.845200501225.3555717200.75226711.1733017.3251.11OpenBenchmarking.org

MKL-DNN DNNL

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

OpenBenchmarking.orgms, Fewer Is BetterMKL-DNN DNNL 1.1Harness: Convolution Batch conv_googlenet_v3 - Data Type: u8s8f322 x Xeon Platinum 82802 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Platinum 8275CL NUMA offXeon Platinum 82802 x Xeon Gold 6226RXeon Platinum 8259CLXeon W-3275M2 x Xeon Gold 5220R2 x Xeon Platinum 8275CLXeon Gold 6226R2 x Xeon Silver 4216Xeon Gold 5220RXeon Gold 5218Xeon Silver 4216EPYC 2 7R32160320480640800SE +/- 0.03597, N = 3SE +/- 0.01740, N = 3SE +/- 0.02555, N = 3SE +/- 0.02611, N = 3SE +/- 0.01386, N = 3SE +/- 0.01218, N = 3SE +/- 0.00834, N = 3SE +/- 0.01662, N = 3SE +/- 0.00643, N = 3SE +/- 0.29660, N = 3SE +/- 0.01762, N = 3SE +/- 0.01146, N = 3SE +/- 0.02138, N = 3SE +/- 0.01482, N = 3SE +/- 0.02504, N = 3SE +/- 7.24186, N = 37.460507.636518.7479410.4841011.2900011.3282012.7059013.4504015.7542017.7549017.9735023.7028028.4532034.6031045.05020730.30600MIN: 698.321. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl
OpenBenchmarking.orgms, Fewer Is BetterMKL-DNN DNNL 1.1Harness: Convolution Batch conv_googlenet_v3 - Data Type: u8s8f322 x Xeon Platinum 82802 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Platinum 8275CL NUMA offXeon Platinum 82802 x Xeon Gold 6226RXeon Platinum 8259CLXeon W-3275M2 x Xeon Gold 5220R2 x Xeon Platinum 8275CLXeon Gold 6226R2 x Xeon Silver 4216Xeon Gold 5220RXeon Gold 5218Xeon Silver 4216EPYC 2 7R32130260390520650Min: 7.4 / Avg: 7.46 / Max: 7.52Min: 7.62 / Avg: 7.64 / Max: 7.67Min: 8.71 / Avg: 8.75 / Max: 8.79Min: 10.45 / Avg: 10.48 / Max: 10.54Min: 11.27 / Avg: 11.29 / Max: 11.32Min: 11.31 / Avg: 11.33 / Max: 11.35Min: 12.69 / Avg: 12.71 / Max: 12.72Min: 13.43 / Avg: 13.45 / Max: 13.48Min: 15.75 / Avg: 15.75 / Max: 15.77Min: 17.22 / Avg: 17.75 / Max: 18.24Min: 17.95 / Avg: 17.97 / Max: 18.01Min: 23.68 / Avg: 23.7 / Max: 23.72Min: 28.41 / Avg: 28.45 / Max: 28.48Min: 34.58 / Avg: 34.6 / Max: 34.63Min: 45.01 / Avg: 45.05 / Max: 45.1Min: 717.38 / Avg: 730.31 / Max: 742.421. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl

ArrayFire

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

OpenBenchmarking.orgms, Fewer Is BetterArrayFire 3.7Test: Conjugate Gradient CPUXeon Platinum 8280Xeon W-3275MXeon Platinum 8259CLXeon Gold 5220RXeon Gold 6226RXeon Gold 52182 x Xeon Gold 6226R2 x Xeon Platinum 82802 x Xeon Platinum 8259CL NUMA offXeon Silver 42162 x Xeon Platinum 8259CL2 x Xeon Platinum 8275CL NUMA off2 x Xeon Gold 5220R2 x Xeon Platinum 8275CL2 x Xeon Silver 4216EPYC 2 7R32816243240SE +/- 0.067, N = 3SE +/- 0.075, N = 15SE +/- 0.022, N = 3SE +/- 0.094, N = 3SE +/- 0.026, N = 3SE +/- 0.069, N = 9SE +/- 0.072, N = 15SE +/- 0.086, N = 6SE +/- 0.243, N = 15SE +/- 0.047, N = 3SE +/- 0.091, N = 15SE +/- 0.272, N = 15SE +/- 0.099, N = 15SE +/- 0.220, N = 3SE +/- 0.372, N = 15SE +/- 0.217, N = 34.1154.4234.6776.4096.4517.0427.1557.4817.6047.8198.4309.6549.89813.22016.92035.1301. (CXX) g++ options: -rdynamic
OpenBenchmarking.orgms, Fewer Is BetterArrayFire 3.7Test: Conjugate Gradient CPUXeon Platinum 8280Xeon W-3275MXeon Platinum 8259CLXeon Gold 5220RXeon Gold 6226RXeon Gold 52182 x Xeon Gold 6226R2 x Xeon Platinum 82802 x Xeon Platinum 8259CL NUMA offXeon Silver 42162 x Xeon Platinum 8259CL2 x Xeon Platinum 8275CL NUMA off2 x Xeon Gold 5220R2 x Xeon Platinum 8275CL2 x Xeon Silver 4216EPYC 2 7R32816243240Min: 4 / Avg: 4.12 / Max: 4.23Min: 4.12 / Avg: 4.42 / Max: 5.06Min: 4.65 / Avg: 4.68 / Max: 4.72Min: 6.29 / Avg: 6.41 / Max: 6.59Min: 6.42 / Avg: 6.45 / Max: 6.5Min: 6.91 / Avg: 7.04 / Max: 7.56Min: 6.54 / Avg: 7.16 / Max: 7.52Min: 7.21 / Avg: 7.48 / Max: 7.81Min: 6.16 / Avg: 7.6 / Max: 9.11Min: 7.73 / Avg: 7.82 / Max: 7.87Min: 7.73 / Avg: 8.43 / Max: 9.1Min: 7.39 / Avg: 9.65 / Max: 11.48Min: 9.29 / Avg: 9.9 / Max: 10.81Min: 12.78 / Avg: 13.22 / Max: 13.45Min: 13.72 / Avg: 16.92 / Max: 18.32Min: 34.75 / Avg: 35.13 / Max: 35.51. (CXX) g++ options: -rdynamic

OpenBenchmarking.orgGFLOPS, More Is BetterArrayFire 3.7Test: BLAS CPU2 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Gold 6226RXeon Platinum 82802 x Xeon Platinum 8280Xeon W-3275MXeon Platinum 8259CL2 x Xeon Gold 5220RXeon Gold 6226R2 x Xeon Silver 4216Xeon Gold 5220RXeon Gold 5218EPYC 2 7R32Xeon Silver 421614002800420056007000SE +/- 4.90, N = 3SE +/- 61.47, N = 3SE +/- 14.66, N = 3SE +/- 122.72, N = 12SE +/- 31.78, N = 3SE +/- 25.11, N = 3SE +/- 20.06, N = 3SE +/- 30.40, N = 3SE +/- 1.09, N = 3SE +/- 3.91, N = 3SE +/- 4.16, N = 3SE +/- 0.79, N = 3SE +/- 0.37, N = 3SE +/- 0.62, N = 3SE +/- 6.50, N = 3SE +/- 1.52, N = 36325.076259.015650.715319.583912.303432.163430.283128.392950.162359.132137.031497.751201.541002.09990.80765.491. (CXX) g++ options: -rdynamic
OpenBenchmarking.orgGFLOPS, More Is BetterArrayFire 3.7Test: BLAS CPU2 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Gold 6226RXeon Platinum 82802 x Xeon Platinum 8280Xeon W-3275MXeon Platinum 8259CL2 x Xeon Gold 5220RXeon Gold 6226R2 x Xeon Silver 4216Xeon Gold 5220RXeon Gold 5218EPYC 2 7R32Xeon Silver 421611002200330044005500Min: 6318.16 / Avg: 6325.07 / Max: 6334.54Min: 6136.22 / Avg: 6259.01 / Max: 6325.81Min: 5621.56 / Avg: 5650.71 / Max: 5668.03Min: 4200.7 / Avg: 5319.58 / Max: 5698.07Min: 3849.99 / Avg: 3912.3 / Max: 3954.29Min: 3385.97 / Avg: 3432.16 / Max: 3472.32Min: 3391.32 / Avg: 3430.28 / Max: 3458.08Min: 3086.09 / Avg: 3128.39 / Max: 3187.37Min: 2948.36 / Avg: 2950.16 / Max: 2952.13Min: 2351.37 / Avg: 2359.13 / Max: 2363.88Min: 2129.01 / Avg: 2137.03 / Max: 2142.94Min: 1496.17 / Avg: 1497.75 / Max: 1498.69Min: 1200.98 / Avg: 1201.54 / Max: 1202.24Min: 1001.43 / Avg: 1002.09 / Max: 1003.32Min: 983.21 / Avg: 990.8 / Max: 1003.73Min: 763.23 / Avg: 765.49 / Max: 768.381. (CXX) g++ options: -rdynamic

MKL-DNN DNNL

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

OpenBenchmarking.orgms, Fewer Is BetterMKL-DNN DNNL 1.1Harness: Convolution Batch conv_alexnet - Data Type: f322 x Xeon Platinum 82802 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Gold 6226RXeon Platinum 8280EPYC 2 7R32Xeon Platinum 8259CLXeon W-3275M2 x Xeon Gold 5220RXeon Gold 6226R2 x Xeon Silver 4216Xeon Gold 5220RXeon Gold 5218Xeon Silver 421690180270360450SE +/- 0.08, N = 3SE +/- 0.20, N = 3SE +/- 0.23, N = 3SE +/- 0.79, N = 3SE +/- 0.88, N = 3SE +/- 0.03, N = 3SE +/- 0.06, N = 3SE +/- 1.13, N = 3SE +/- 0.12, N = 3SE +/- 0.11, N = 3SE +/- 0.04, N = 3SE +/- 0.05, N = 3SE +/- 0.04, N = 3SE +/- 0.16, N = 3SE +/- 0.11, N = 3SE +/- 0.95, N = 349.8455.3656.6557.5179.1181.1494.1996.69107.80108.57122.76155.37197.91244.75298.30395.44MIN: 74.84MIN: 79.72MIN: 93.73MIN: 93.63MIN: 106.14MIN: 102.46MIN: 121.68MIN: 154.79MIN: 195.97MIN: 242.31MIN: 297.84MIN: 390.561. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl
OpenBenchmarking.orgms, Fewer Is BetterMKL-DNN DNNL 1.1Harness: Convolution Batch conv_alexnet - Data Type: f322 x Xeon Platinum 82802 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Gold 6226RXeon Platinum 8280EPYC 2 7R32Xeon Platinum 8259CLXeon W-3275M2 x Xeon Gold 5220RXeon Gold 6226R2 x Xeon Silver 4216Xeon Gold 5220RXeon Gold 5218Xeon Silver 421670140210280350Min: 49.69 / Avg: 49.84 / Max: 49.95Min: 54.95 / Avg: 55.36 / Max: 55.61Min: 56.25 / Avg: 56.65 / Max: 57.04Min: 56.48 / Avg: 57.51 / Max: 59.07Min: 77.71 / Avg: 79.11 / Max: 80.74Min: 81.1 / Avg: 81.14 / Max: 81.2Min: 94.07 / Avg: 94.19 / Max: 94.27Min: 94.45 / Avg: 96.69 / Max: 98.06Min: 107.58 / Avg: 107.8 / Max: 107.96Min: 108.37 / Avg: 108.57 / Max: 108.74Min: 122.69 / Avg: 122.76 / Max: 122.81Min: 155.26 / Avg: 155.37 / Max: 155.43Min: 197.83 / Avg: 197.91 / Max: 197.98Min: 244.44 / Avg: 244.75 / Max: 244.98Min: 298.15 / Avg: 298.3 / Max: 298.51Min: 393.64 / Avg: 395.44 / Max: 396.871. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl

OpenBenchmarking.orgms, Fewer Is BetterMKL-DNN DNNL 1.1Harness: Convolution Batch conv_all - Data Type: u8s8f322 x Xeon Platinum 82802 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Platinum 8275CL2 x Xeon Gold 6226R2 x Xeon Gold 5220RXeon Platinum 8280Xeon W-3275M2 x Xeon Silver 4216Xeon Platinum 8259CLXeon Gold 6226RXeon Gold 5220RXeon Gold 5218Xeon Silver 4216EPYC 2 7R323K6K9K12K15KSE +/- 3.12, N = 3SE +/- 0.40, N = 3SE +/- 0.82, N = 3SE +/- 1.51, N = 3SE +/- 3.97, N = 3SE +/- 10.67, N = 3SE +/- 2.07, N = 3SE +/- 1.24, N = 3SE +/- 15.10, N = 3SE +/- 23.72, N = 3SE +/- 4.13, N = 3SE +/- 7.74, N = 3SE +/- 4.48, N = 3SE +/- 1.57, N = 3SE +/- 4.87, N = 3SE +/- 19.01, N = 31517.441708.051734.201793.752023.472377.912479.282846.122967.923215.173402.074478.934826.715840.266241.1611728.80MIN: 2813.78MIN: 2893.12MIN: 3181.24MIN: 3393.59MIN: 4461.44MIN: 4806.63MIN: 5831.48MIN: 6214.68MIN: 11565.11. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl
OpenBenchmarking.orgms, Fewer Is BetterMKL-DNN DNNL 1.1Harness: Convolution Batch conv_all - Data Type: u8s8f322 x Xeon Platinum 82802 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Platinum 8275CL2 x Xeon Gold 6226R2 x Xeon Gold 5220RXeon Platinum 8280Xeon W-3275M2 x Xeon Silver 4216Xeon Platinum 8259CLXeon Gold 6226RXeon Gold 5220RXeon Gold 5218Xeon Silver 4216EPYC 2 7R322K4K6K8K10KMin: 1513.64 / Avg: 1517.44 / Max: 1523.62Min: 1707.25 / Avg: 1708.05 / Max: 1708.54Min: 1732.87 / Avg: 1734.2 / Max: 1735.69Min: 1791.44 / Avg: 1793.75 / Max: 1796.6Min: 2015.56 / Avg: 2023.47 / Max: 2028.08Min: 2366.63 / Avg: 2377.91 / Max: 2399.24Min: 2475.39 / Avg: 2479.28 / Max: 2482.46Min: 2843.64 / Avg: 2846.12 / Max: 2847.53Min: 2951.08 / Avg: 2967.92 / Max: 2998.05Min: 3191.41 / Avg: 3215.17 / Max: 3262.6Min: 3397.75 / Avg: 3402.07 / Max: 3410.34Min: 4466.85 / Avg: 4478.93 / Max: 4493.36Min: 4817.98 / Avg: 4826.71 / Max: 4832.8Min: 5838.56 / Avg: 5840.26 / Max: 5843.39Min: 6234.77 / Avg: 6241.16 / Max: 6250.73Min: 11690.8 / Avg: 11728.8 / Max: 11749.11. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl

OpenBenchmarking.orgms, Fewer Is BetterMKL-DNN DNNL 1.1Harness: Convolution Batch conv_googlenet_v3 - Data Type: f322 x Xeon Platinum 82802 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Platinum 8275CL2 x Xeon Gold 6226RXeon Platinum 8280EPYC 2 7R32Xeon Platinum 8259CLXeon W-3275M2 x Xeon Gold 5220RXeon Gold 6226R2 x Xeon Silver 4216Xeon Gold 5220RXeon Gold 5218Xeon Silver 42164080120160200SE +/- 0.09, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.10, N = 3SE +/- 0.17, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.19, N = 3SE +/- 0.04, N = 3SE +/- 0.07, N = 3SE +/- 0.06, N = 3SE +/- 0.07, N = 3SE +/- 0.04, N = 3SE +/- 0.24, N = 3SE +/- 0.03, N = 3SE +/- 0.06, N = 323.1825.0525.0725.7733.6336.3742.0842.5448.0649.8754.8269.1487.54108.16131.09171.43MIN: 32.49MIN: 34.65MIN: 41.31MIN: 40.72MIN: 47.62MIN: 44.78MIN: 54.08MIN: 68.48MIN: 86.64MIN: 106.43MIN: 130.56MIN: 170.751. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl
OpenBenchmarking.orgms, Fewer Is BetterMKL-DNN DNNL 1.1Harness: Convolution Batch conv_googlenet_v3 - Data Type: f322 x Xeon Platinum 82802 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Platinum 8275CL2 x Xeon Gold 6226RXeon Platinum 8280EPYC 2 7R32Xeon Platinum 8259CLXeon W-3275M2 x Xeon Gold 5220RXeon Gold 6226R2 x Xeon Silver 4216Xeon Gold 5220RXeon Gold 5218Xeon Silver 4216306090120150Min: 23.03 / Avg: 23.18 / Max: 23.35Min: 25.04 / Avg: 25.05 / Max: 25.08Min: 25.03 / Avg: 25.07 / Max: 25.1Min: 25.59 / Avg: 25.77 / Max: 25.94Min: 33.37 / Avg: 33.63 / Max: 33.95Min: 36.35 / Avg: 36.37 / Max: 36.39Min: 42.04 / Avg: 42.08 / Max: 42.1Min: 42.21 / Avg: 42.54 / Max: 42.87Min: 47.99 / Avg: 48.06 / Max: 48.11Min: 49.75 / Avg: 49.87 / Max: 49.99Min: 54.7 / Avg: 54.82 / Max: 54.9Min: 69.03 / Avg: 69.14 / Max: 69.27Min: 87.46 / Avg: 87.54 / Max: 87.61Min: 107.84 / Avg: 108.16 / Max: 108.62Min: 131.05 / Avg: 131.09 / Max: 131.15Min: 171.33 / Avg: 171.43 / Max: 171.541. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl

OpenBenchmarking.orgms, Fewer Is BetterMKL-DNN DNNL 1.1Harness: Convolution Batch conv_alexnet - Data Type: u8s8f322 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 82802 x Xeon Platinum 8259CL2 x Xeon Gold 6226RXeon Platinum 82802 x Xeon Platinum 8275CL NUMA offXeon Platinum 8259CLXeon W-3275M2 x Xeon Gold 5220RXeon Gold 6226R2 x Xeon Silver 42162 x Xeon Platinum 8275CLXeon Gold 5220RXeon Gold 5218Xeon Silver 4216EPYC 2 7R3230060090012001500SE +/- 0.01, N = 3SE +/- 0.03, N = 3SE +/- 0.24, N = 3SE +/- 0.25, N = 3SE +/- 0.02, N = 3SE +/- 0.03, N = 3SE +/- 0.04, N = 3SE +/- 0.04, N = 3SE +/- 0.03, N = 3SE +/- 0.01, N = 3SE +/- 0.14, N = 3SE +/- 0.73, N = 3SE +/- 0.09, N = 3SE +/- 0.04, N = 3SE +/- 0.06, N = 3SE +/- 2.69, N = 319.3719.8122.3826.5426.8430.6430.8831.9935.9842.2255.3459.9066.7481.07105.831301.36MIN: 1286.291. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl
OpenBenchmarking.orgms, Fewer Is BetterMKL-DNN DNNL 1.1Harness: Convolution Batch conv_alexnet - Data Type: u8s8f322 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 82802 x Xeon Platinum 8259CL2 x Xeon Gold 6226RXeon Platinum 82802 x Xeon Platinum 8275CL NUMA offXeon Platinum 8259CLXeon W-3275M2 x Xeon Gold 5220RXeon Gold 6226R2 x Xeon Silver 42162 x Xeon Platinum 8275CLXeon Gold 5220RXeon Gold 5218Xeon Silver 4216EPYC 2 7R322004006008001000Min: 19.35 / Avg: 19.37 / Max: 19.4Min: 19.76 / Avg: 19.81 / Max: 19.86Min: 22.13 / Avg: 22.38 / Max: 22.86Min: 26.05 / Avg: 26.54 / Max: 26.86Min: 26.8 / Avg: 26.84 / Max: 26.88Min: 30.58 / Avg: 30.64 / Max: 30.68Min: 30.8 / Avg: 30.88 / Max: 30.92Min: 31.94 / Avg: 31.99 / Max: 32.06Min: 35.92 / Avg: 35.98 / Max: 36.02Min: 42.21 / Avg: 42.22 / Max: 42.24Min: 55.17 / Avg: 55.34 / Max: 55.61Min: 58.62 / Avg: 59.9 / Max: 61.17Min: 66.57 / Avg: 66.74 / Max: 66.89Min: 81 / Avg: 81.07 / Max: 81.13Min: 105.74 / Avg: 105.83 / Max: 105.95Min: 1295.98 / Avg: 1301.36 / Max: 1304.141. (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_all - Data Type: f322 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 82802 x Xeon Platinum 8259CL2 x Xeon Platinum 8275CL NUMA off2 x Xeon Gold 6226REPYC 2 7R32Xeon Platinum 8280Xeon Platinum 8259CLXeon W-3275M2 x Xeon Gold 5220R2 x Xeon Platinum 8275CLXeon Gold 6226R2 x Xeon Silver 4216Xeon Gold 5220RXeon Gold 5218Xeon Silver 42167001400210028003500SE +/- 0.29, N = 3SE +/- 0.78, N = 3SE +/- 0.29, N = 3SE +/- 5.95, N = 3SE +/- 0.79, N = 3SE +/- 2.05, N = 3SE +/- 0.39, N = 3SE +/- 0.32, N = 3SE +/- 0.68, N = 3SE +/- 0.29, N = 3SE +/- 7.07, N = 3SE +/- 0.59, N = 3SE +/- 1.69, N = 3SE +/- 1.16, N = 3SE +/- 0.47, N = 3SE +/- 1.30, N = 3461.94496.82559.47650.98694.32710.14765.75874.20878.39999.541206.221227.071578.241948.772363.003129.93MIN: 553.8MIN: 639.1MIN: 686.24MIN: 700.52MIN: 755.35MIN: 868.41MIN: 819.94MIN: 995.71MIN: 1181.19MIN: 1218.34MIN: 1571.3MIN: 1927.2MIN: 2357.87MIN: 3085.851. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl
OpenBenchmarking.orgms, Fewer Is BetterMKL-DNN DNNL 1.1Harness: Convolution Batch conv_all - Data Type: f322 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 82802 x Xeon Platinum 8259CL2 x Xeon Platinum 8275CL NUMA off2 x Xeon Gold 6226REPYC 2 7R32Xeon Platinum 8280Xeon Platinum 8259CLXeon W-3275M2 x Xeon Gold 5220R2 x Xeon Platinum 8275CLXeon Gold 6226R2 x Xeon Silver 4216Xeon Gold 5220RXeon Gold 5218Xeon Silver 42165001000150020002500Min: 461.61 / Avg: 461.94 / Max: 462.5Min: 495.3 / Avg: 496.82 / Max: 497.87Min: 558.88 / Avg: 559.47 / Max: 559.78Min: 644.85 / Avg: 650.98 / Max: 662.89Min: 692.88 / Avg: 694.32 / Max: 695.62Min: 706.04 / Avg: 710.14 / Max: 712.25Min: 765.14 / Avg: 765.75 / Max: 766.49Min: 873.59 / Avg: 874.2 / Max: 874.65Min: 877.4 / Avg: 878.39 / Max: 879.69Min: 999.25 / Avg: 999.54 / Max: 1000.12Min: 1192.1 / Avg: 1206.22 / Max: 1214.06Min: 1226.38 / Avg: 1227.07 / Max: 1228.24Min: 1575.89 / Avg: 1578.24 / Max: 1581.52Min: 1946.47 / Avg: 1948.77 / Max: 1950.16Min: 2362.17 / Avg: 2363 / Max: 2363.81Min: 3127.45 / Avg: 3129.93 / Max: 3131.871. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl

OpenBenchmarking.orgms, Fewer Is BetterMKL-DNN DNNL 1.1Harness: Deconvolution Batch deconv_3d - Data Type: f322 x Xeon Platinum 82802 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Gold 6226RXeon Platinum 8280Xeon Platinum 8259CLEPYC 2 7R32Xeon W-3275M2 x Xeon Gold 5220RXeon Gold 6226R2 x Xeon Silver 4216Xeon Gold 5220RXeon Gold 5218Xeon Silver 4216246810SE +/- 0.00373, N = 3SE +/- 0.00132, N = 3SE +/- 0.00161, N = 3SE +/- 0.00388, N = 3SE +/- 0.00118, N = 3SE +/- 0.00200, N = 3SE +/- 0.00032, N = 3SE +/- 0.00571, N = 3SE +/- 0.00603, N = 3SE +/- 0.01801, N = 3SE +/- 0.00092, N = 3SE +/- 0.00634, N = 3SE +/- 0.00590, N = 3SE +/- 0.01927, N = 3SE +/- 0.01731, N = 3SE +/- 0.01443, N = 31.136081.172781.173851.263951.266491.707491.962792.200532.204712.275262.697003.130063.855124.889665.804207.63646MIN: 1.95MIN: 2.17MIN: 2.14MIN: 2.12MIN: 2.66MIN: 3.1MIN: 3.82MIN: 4.84MIN: 5.77MIN: 7.571. (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: Deconvolution Batch deconv_3d - Data Type: f322 x Xeon Platinum 82802 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Gold 6226RXeon Platinum 8280Xeon Platinum 8259CLEPYC 2 7R32Xeon W-3275M2 x Xeon Gold 5220RXeon Gold 6226R2 x Xeon Silver 4216Xeon Gold 5220RXeon Gold 5218Xeon Silver 42163691215Min: 1.13 / Avg: 1.14 / Max: 1.14Min: 1.17 / Avg: 1.17 / Max: 1.18Min: 1.17 / Avg: 1.17 / Max: 1.18Min: 1.26 / Avg: 1.26 / Max: 1.27Min: 1.26 / Avg: 1.27 / Max: 1.27Min: 1.7 / Avg: 1.71 / Max: 1.71Min: 1.96 / Avg: 1.96 / Max: 1.96Min: 2.19 / Avg: 2.2 / Max: 2.21Min: 2.2 / Avg: 2.2 / Max: 2.22Min: 2.25 / Avg: 2.28 / Max: 2.31Min: 2.7 / Avg: 2.7 / Max: 2.7Min: 3.12 / Avg: 3.13 / Max: 3.14Min: 3.84 / Avg: 3.86 / Max: 3.86Min: 4.87 / Avg: 4.89 / Max: 4.93Min: 5.78 / Avg: 5.8 / Max: 5.84Min: 7.61 / Avg: 7.64 / Max: 7.661. (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: IP Batch All - Data Type: u8s8f322 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Platinum 8280Xeon Platinum 8280Xeon Platinum 8259CLXeon W-3275M2 x Xeon Platinum 8275CL NUMA off2 x Xeon Gold 5220R2 x Xeon Gold 6226RXeon Gold 6226RXeon Gold 5220R2 x Xeon Silver 4216Xeon Gold 52182 x Xeon Platinum 8275CLXeon Silver 4216EPYC 2 7R32306090120150SE +/- 0.00908, N = 3SE +/- 0.01481, N = 3SE +/- 0.04146, N = 4SE +/- 0.00398, N = 3SE +/- 0.00119, N = 3SE +/- 0.03226, N = 3SE +/- 0.01731, N = 3SE +/- 0.03777, N = 3SE +/- 0.03959, N = 3SE +/- 0.01160, N = 3SE +/- 0.02448, N = 3SE +/- 0.04012, N = 3SE +/- 0.00870, N = 3SE +/- 0.06319, N = 3SE +/- 0.03131, N = 3SE +/- 0.23997, N = 32.781933.048663.110023.231213.432363.592183.847464.086054.117794.538214.610544.826034.838755.367085.59275149.33900MIN: 144.741. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl
OpenBenchmarking.orgms, Fewer Is BetterMKL-DNN DNNL 1.1Harness: IP Batch All - Data Type: u8s8f322 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Platinum 8280Xeon Platinum 8280Xeon Platinum 8259CLXeon W-3275M2 x Xeon Platinum 8275CL NUMA off2 x Xeon Gold 5220R2 x Xeon Gold 6226RXeon Gold 6226RXeon Gold 5220R2 x Xeon Silver 4216Xeon Gold 52182 x Xeon Platinum 8275CLXeon Silver 4216EPYC 2 7R32306090120150Min: 2.76 / Avg: 2.78 / Max: 2.8Min: 3.02 / Avg: 3.05 / Max: 3.08Min: 3 / Avg: 3.11 / Max: 3.2Min: 3.23 / Avg: 3.23 / Max: 3.24Min: 3.43 / Avg: 3.43 / Max: 3.43Min: 3.53 / Avg: 3.59 / Max: 3.63Min: 3.81 / Avg: 3.85 / Max: 3.87Min: 4.01 / Avg: 4.09 / Max: 4.14Min: 4.06 / Avg: 4.12 / Max: 4.19Min: 4.52 / Avg: 4.54 / Max: 4.56Min: 4.56 / Avg: 4.61 / Max: 4.64Min: 4.76 / Avg: 4.83 / Max: 4.89Min: 4.82 / Avg: 4.84 / Max: 4.85Min: 5.3 / Avg: 5.37 / Max: 5.49Min: 5.53 / Avg: 5.59 / Max: 5.64Min: 148.88 / Avg: 149.34 / Max: 149.71. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl

OpenBenchmarking.orgms, Fewer Is BetterMKL-DNN DNNL 1.1Harness: Convolution Batch conv_alexnet - Data Type: bf16bf16bf162 x Xeon Platinum 82802 x Xeon Platinum 8275CL2 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Gold 6226RXeon Platinum 8280Xeon W-3275M2 x Xeon Gold 5220RXeon Platinum 8259CL2 x Xeon Silver 4216Xeon Gold 6226RXeon Gold 5220RXeon Gold 5218Xeon Silver 4216400800120016002000SE +/- 0.06, N = 3SE +/- 0.07, N = 3SE +/- 0.33, N = 3SE +/- 0.23, N = 3SE +/- 0.11, N = 3SE +/- 4.23, N = 3SE +/- 0.07, N = 3SE +/- 1.04, N = 3SE +/- 0.06, N = 3SE +/- 0.41, N = 3SE +/- 0.08, N = 3SE +/- 0.09, N = 3SE +/- 1.48, N = 3SE +/- 0.15, N = 3SE +/- 0.03, N = 3320.06348.24348.33399.30399.31527.02637.37702.07712.20796.75938.911042.341433.471874.471875.23MIN: 319.23MIN: 346.92MIN: 347.28MIN: 398.05MIN: 398.47MIN: 521.14MIN: 636.97MIN: 687.86MIN: 710.93MIN: 795.52MIN: 937.57MIN: 1041.43MIN: 1421.77MIN: 1873.87MIN: 1873.91. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl
OpenBenchmarking.orgms, Fewer Is BetterMKL-DNN DNNL 1.1Harness: Convolution Batch conv_alexnet - Data Type: bf16bf16bf162 x Xeon Platinum 82802 x Xeon Platinum 8275CL2 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Gold 6226RXeon Platinum 8280Xeon W-3275M2 x Xeon Gold 5220RXeon Platinum 8259CL2 x Xeon Silver 4216Xeon Gold 6226RXeon Gold 5220RXeon Gold 5218Xeon Silver 421630060090012001500Min: 319.97 / Avg: 320.06 / Max: 320.18Min: 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: 522.71 / Avg: 527.02 / Max: 535.48Min: 637.27 / Avg: 637.37 / Max: 637.49Min: 700.45 / Avg: 702.07 / Max: 704.02Min: 712.08 / Avg: 712.2 / Max: 712.3Min: 796.13 / Avg: 796.75 / Max: 797.53Min: 938.8 / Avg: 938.91 / Max: 939.07Min: 1042.2 / Avg: 1042.34 / Max: 1042.5Min: 1430.58 / Avg: 1433.47 / Max: 1435.46Min: 1874.2 / Avg: 1874.47 / Max: 1874.72Min: 1875.18 / Avg: 1875.23 / Max: 1875.271. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl

OpenBenchmarking.orgms, Fewer Is BetterMKL-DNN DNNL 1.1Harness: Convolution Batch conv_all - Data Type: bf16bf16bf162 x Xeon Platinum 82802 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Gold 6226RXeon Platinum 8280Xeon W-3275M2 x Xeon Gold 5220RXeon Platinum 8259CL2 x Xeon Silver 4216Xeon Gold 6226RXeon Gold 5220RXeon Gold 5218Xeon Silver 42162K4K6K8K10KSE +/- 1.13, N = 3SE +/- 0.26, N = 3SE +/- 0.16, N = 3SE +/- 0.11, N = 3SE +/- 0.30, N = 3SE +/- 2.73, N = 3SE +/- 0.26, N = 3SE +/- 0.11, N = 3SE +/- 3.93, N = 3SE +/- 0.11, N = 3SE +/- 6.81, N = 3SE +/- 0.12, N = 3SE +/- 4.68, N = 3SE +/- 0.34, N = 3SE +/- 0.35, N = 31766.351918.281919.502197.812198.182871.113497.473880.443917.524364.005156.695709.177839.9510255.2010258.00MIN: 1911.42MIN: 1911.94MIN: 2191.04MIN: 2191.82MIN: 2860.81MIN: 3490.41MIN: 3767MIN: 3906.67MIN: 4358.26MIN: 5142.07MIN: 5699.77MIN: 7795.37MIN: 10250.1MIN: 10250.41. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl
OpenBenchmarking.orgms, Fewer Is BetterMKL-DNN DNNL 1.1Harness: Convolution Batch conv_all - Data Type: bf16bf16bf162 x Xeon Platinum 82802 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Gold 6226RXeon Platinum 8280Xeon W-3275M2 x Xeon Gold 5220RXeon Platinum 8259CL2 x Xeon Silver 4216Xeon Gold 6226RXeon Gold 5220RXeon Gold 5218Xeon Silver 42162K4K6K8K10KMin: 1765.16 / Avg: 1766.35 / Max: 1768.6Min: 1918.01 / Avg: 1918.28 / Max: 1918.81Min: 1919.22 / Avg: 1919.5 / Max: 1919.79Min: 2197.6 / Avg: 2197.81 / Max: 2197.95Min: 2197.76 / Avg: 2198.18 / Max: 2198.75Min: 2867.97 / Avg: 2871.11 / Max: 2876.54Min: 3497.1 / Avg: 3497.47 / Max: 3497.97Min: 3880.24 / Avg: 3880.44 / Max: 3880.6Min: 3912.84 / Avg: 3917.52 / Max: 3925.33Min: 4363.83 / Avg: 4364 / Max: 4364.2Min: 5149.22 / Avg: 5156.69 / Max: 5170.3Min: 5708.98 / Avg: 5709.17 / Max: 5709.4Min: 7834.19 / Avg: 7839.95 / Max: 7849.22Min: 10254.5 / Avg: 10255.17 / Max: 10255.6Min: 10257.3 / Avg: 10257.97 / Max: 10258.51. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl

OpenBenchmarking.orgms, Fewer Is BetterMKL-DNN DNNL 1.1Harness: Convolution Batch conv_googlenet_v3 - Data Type: bf16bf16bf162 x Xeon Platinum 82802 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Gold 6226RXeon Platinum 82802 x Xeon Gold 5220RXeon W-3275MXeon Platinum 8259CL2 x Xeon Silver 4216Xeon Gold 6226RXeon Gold 5220RXeon Gold 5218Xeon Silver 4216100200300400500SE +/- 0.00, N = 3SE +/- 0.03, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.03, N = 3SE +/- 0.02, N = 3SE +/- 0.20, N = 3SE +/- 0.02, N = 3SE +/- 0.04, N = 3SE +/- 0.10, N = 3SE +/- 0.42, N = 3SE +/- 0.02, N = 3SE +/- 0.08, N = 386.5493.2893.36106.71106.89137.73166.98187.17188.61207.91246.45269.99369.29484.59484.90MIN: 85.56MIN: 92.44MIN: 92.35MIN: 105.9MIN: 105.9MIN: 136.67MIN: 166.21MIN: 186.33MIN: 178.56MIN: 207.27MIN: 245.49MIN: 268.99MIN: 365.68MIN: 484.13MIN: 484.151. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl
OpenBenchmarking.orgms, Fewer Is BetterMKL-DNN DNNL 1.1Harness: Convolution Batch conv_googlenet_v3 - Data Type: bf16bf16bf162 x Xeon Platinum 82802 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Gold 6226RXeon Platinum 82802 x Xeon Gold 5220RXeon W-3275MXeon Platinum 8259CL2 x Xeon Silver 4216Xeon Gold 6226RXeon Gold 5220RXeon Gold 5218Xeon Silver 421690180270360450Min: 86.53 / Avg: 86.54 / Max: 86.55Min: 93.23 / Avg: 93.28 / Max: 93.32Min: 93.34 / Avg: 93.36 / Max: 93.38Min: 106.67 / Avg: 106.71 / Max: 106.76Min: 106.88 / Avg: 106.89 / Max: 106.91Min: 137.7 / Avg: 137.73 / Max: 137.77Min: 166.94 / Avg: 166.98 / Max: 167.04Min: 187.14 / Avg: 187.17 / Max: 187.21Min: 188.22 / Avg: 188.61 / Max: 188.81Min: 207.88 / Avg: 207.91 / Max: 207.95Min: 246.4 / Avg: 246.45 / Max: 246.54Min: 269.85 / Avg: 269.99 / Max: 270.19Min: 368.87 / Avg: 369.29 / Max: 370.12Min: 484.56 / Avg: 484.59 / Max: 484.62Min: 484.78 / Avg: 484.9 / Max: 485.041. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl

OSPray

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

OpenBenchmarking.orgFPS, More Is BetterOSPray 1.8.5Demo: NASA Streamlines - Renderer: Path Tracer2 x Xeon Platinum 82802 x Xeon Platinum 8275CL2 x Xeon Platinum 8275CL NUMA offEPYC 2 7R322 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Gold 6226R2 x Xeon Gold 5220RXeon Platinum 8280Xeon W-3275MXeon Platinum 8259CL2 x Xeon Silver 4216Xeon Gold 6226RXeon Gold 5220RXeon Gold 5218Xeon Silver 421648121620SE +/- 0.000, N = 12SE +/- 0.073, N = 4SE +/- 0.000, N = 12SE +/- 0.068, N = 4SE +/- 0.000, N = 3SE +/- 0.080, N = 3SE +/- 0.037, N = 3SE +/- 0.000, N = 12SE +/- 0.030, N = 3SE +/- 0.006, N = 12SE +/- 0.022, N = 3SE +/- 0.000, N = 12SE +/- 0.008, N = 4SE +/- 0.000, N = 12SE +/- 0.006, N = 3SE +/- 0.000, N = 1518.18017.02016.95016.60015.62515.54010.56010.4209.4908.6908.0906.6205.5205.3804.3703.410MIN: 12.2 / MAX: 18.52MIN: 11.76 / MAX: 17.54MIN: 16.13 / MAX: 17.54MIN: 15.87 / MAX: 16.95MIN: 11.11 / MAX: 15.87MIN: 14.93 / MAX: 15.87MIN: 8.77 / MAX: 10.75MIN: 8.47 / MAX: 10.53MIN: 9.26 / MAX: 9.62MIN: 8.33 / MAX: 9.01MIN: 7.94 / MAX: 8.2MIN: 5.52 / MAX: 6.76MIN: 5.43 / MAX: 5.62MIN: 5.29 / MAX: 5.46MIN: 4.29 / MAX: 4.44MIN: 3.33 / MAX: 3.45
OpenBenchmarking.orgFPS, More Is BetterOSPray 1.8.5Demo: NASA Streamlines - Renderer: Path Tracer2 x Xeon Platinum 82802 x Xeon Platinum 8275CL2 x Xeon Platinum 8275CL NUMA offEPYC 2 7R322 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Gold 6226R2 x Xeon Gold 5220RXeon Platinum 8280Xeon W-3275MXeon Platinum 8259CL2 x Xeon Silver 4216Xeon Gold 6226RXeon Gold 5220RXeon Gold 5218Xeon Silver 4216510152025Min: 18.18 / Avg: 18.18 / Max: 18.18Min: 16.95 / Avg: 17.02 / Max: 17.24Min: 16.95 / Avg: 16.95 / Max: 16.95Min: 16.39 / Avg: 16.6 / Max: 16.67Min: 15.63 / Avg: 15.63 / Max: 15.63Min: 15.38 / Avg: 15.54 / Max: 15.63Min: 10.53 / Avg: 10.56 / Max: 10.64Min: 10.42 / Avg: 10.42 / Max: 10.42Min: 9.43 / Avg: 9.49 / Max: 9.52Min: 8.62 / Avg: 8.69 / Max: 8.7Min: 8.06 / Avg: 8.09 / Max: 8.13Min: 6.62 / Avg: 6.62 / Max: 6.62Min: 5.49 / Avg: 5.52 / Max: 5.52Min: 5.38 / Avg: 5.38 / Max: 5.38Min: 4.37 / Avg: 4.37 / Max: 4.39Min: 3.41 / Avg: 3.41 / Max: 3.41

OpenBenchmarking.orgFPS, More Is BetterOSPray 1.8.5Demo: XFrog Forest - Renderer: SciVis2 x Xeon Platinum 82802 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CLEPYC 2 7R322 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Gold 5220R2 x Xeon Gold 6226RXeon Platinum 8280Xeon W-3275MXeon Platinum 8259CL2 x Xeon Silver 4216Xeon Gold 5220RXeon Gold 6226RXeon Gold 5218Xeon Silver 42163691215SE +/- 0.00, N = 12SE +/- 0.00, N = 13SE +/- 0.00, N = 13SE +/- 0.04, N = 3SE +/- 0.00, N = 12SE +/- 0.02, N = 7SE +/- 0.00, N = 6SE +/- 0.00, N = 12SE +/- 0.00, N = 3SE +/- 0.00, N = 8SE +/- 0.00, N = 12SE +/- 0.00, N = 12SE +/- 0.00, N = 6SE +/- 0.00, N = 12SE +/- 0.00, N = 12SE +/- 0.00, N = 1212.0511.3611.3611.0310.4210.327.197.096.255.725.384.573.703.683.012.34MIN: 9.71 / MAX: 12.2MIN: 10.99 / MAX: 11.49MIN: 9.8 / MAX: 11.49MIN: 10.75 / MAX: 11.24MIN: 8.2 / MAX: 10.53MIN: 10.1 / MAX: 10.42MIN: 6.45 / MAX: 7.25MIN: 6.37 / MAX: 7.14MIN: 6.13 / MAX: 6.29MIN: 5.56 / MAX: 5.78MIN: 5.29 / MAX: 5.41MIN: 4.08 / MAX: 4.61MIN: 3.66 / MAX: 3.73MIN: 3.64 / MAX: 3.7MIN: 2.98 / MAX: 3.05MIN: 2.3 / MAX: 2.36
OpenBenchmarking.orgFPS, More Is BetterOSPray 1.8.5Demo: XFrog Forest - Renderer: SciVis2 x Xeon Platinum 82802 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CLEPYC 2 7R322 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Gold 5220R2 x Xeon Gold 6226RXeon Platinum 8280Xeon W-3275MXeon Platinum 8259CL2 x Xeon Silver 4216Xeon Gold 5220RXeon Gold 6226RXeon Gold 5218Xeon Silver 421648121620Min: 12.05 / Avg: 12.05 / Max: 12.05Min: 11.36 / Avg: 11.36 / Max: 11.36Min: 11.36 / Avg: 11.36 / Max: 11.36Min: 10.99 / Avg: 11.03 / Max: 11.11Min: 10.42 / Avg: 10.42 / Max: 10.42Min: 10.31 / Avg: 10.32 / Max: 10.42Min: 7.19 / Avg: 7.19 / Max: 7.19Min: 7.09 / Avg: 7.09 / Max: 7.09Min: 6.25 / Avg: 6.25 / Max: 6.25Min: 5.71 / Avg: 5.72 / Max: 5.75Min: 5.38 / Avg: 5.38 / Max: 5.38Min: 4.57 / Avg: 4.57 / Max: 4.57Min: 3.69 / Avg: 3.7 / Max: 3.7Min: 3.68 / Avg: 3.68 / Max: 3.68Min: 3.01 / Avg: 3.01 / Max: 3.01Min: 2.34 / Avg: 2.34 / Max: 2.34

OpenBenchmarking.orgFPS, More Is BetterOSPray 1.8.5Demo: XFrog Forest - Renderer: Path Tracer2 x Xeon Platinum 82802 x Xeon Platinum 8275CL2 x Xeon Platinum 8275CL NUMA offEPYC 2 7R322 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Gold 5220R2 x Xeon Gold 6226RXeon Platinum 8280Xeon W-3275MXeon Platinum 8259CL2 x Xeon Silver 4216Xeon Gold 5220RXeon Gold 6226RXeon Gold 5218Xeon Silver 4216246810SE +/- 0.00, N = 12SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 6SE +/- 0.00, N = 12SE +/- 0.00, N = 12SE +/- 0.00, N = 12SE +/- 0.00, N = 4SE +/- 0.00, N = 7SE +/- 0.00, N = 6SE +/- 0.00, N = 5SE +/- 0.00, N = 6SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 36.676.256.245.855.715.713.983.883.463.172.962.552.062.021.681.31MIN: 5.85 / MAX: 6.76MIN: 5.68 / MAX: 6.29MIN: 6.1 / MAX: 6.29MIN: 5.65 / MAX: 5.99MIN: 5.59 / MAX: 5.75MIN: 5.08 / MAX: 5.78MIN: 3.64 / MAX: 4.02MIN: 3.57 / MAX: 3.92MIN: 3.41 / MAX: 3.47MIN: 3.09 / MAX: 3.19MIN: 2.92 / MAX: 2.99MIN: 2.28 / MAX: 2.57MIN: 2.04 / MAX: 2.07MIN: 2 / MAX: 2.04MIN: 1.67MIN: 1.3 / MAX: 1.32
OpenBenchmarking.orgFPS, More Is BetterOSPray 1.8.5Demo: XFrog Forest - Renderer: Path Tracer2 x Xeon Platinum 82802 x Xeon Platinum 8275CL2 x Xeon Platinum 8275CL NUMA offEPYC 2 7R322 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Gold 5220R2 x Xeon Gold 6226RXeon Platinum 8280Xeon W-3275MXeon Platinum 8259CL2 x Xeon Silver 4216Xeon Gold 5220RXeon Gold 6226RXeon Gold 5218Xeon Silver 42163691215Min: 6.67 / Avg: 6.67 / Max: 6.67Min: 6.25 / Avg: 6.25 / Max: 6.25Min: 6.21 / Avg: 6.24 / Max: 6.25Min: 5.81 / Avg: 5.85 / Max: 5.88Min: 5.68 / Avg: 5.71 / Max: 5.71Min: 5.71 / Avg: 5.71 / Max: 5.71Min: 3.98 / Avg: 3.98 / Max: 3.98Min: 3.88 / Avg: 3.88 / Max: 3.88Min: 3.45 / Avg: 3.46 / Max: 3.46Min: 3.16 / Avg: 3.17 / Max: 3.17Min: 2.96 / Avg: 2.96 / Max: 2.97Min: 2.55 / Avg: 2.55 / Max: 2.56Min: 2.05 / Avg: 2.06 / Max: 2.06Min: 2.02 / Avg: 2.02 / Max: 2.02Min: 1.68 / Avg: 1.68 / Max: 1.68Min: 1.31 / Avg: 1.31 / Max: 1.31

MKL-DNN DNNL

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

OpenBenchmarking.orgms, Fewer Is BetterMKL-DNN DNNL 1.1Harness: Convolution Batch conv_3d - Data Type: bf16bf16bf162 x Xeon Platinum 82802 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Gold 6226RXeon Platinum 82802 x Xeon Gold 5220RXeon W-3275MXeon Platinum 8259CL2 x Xeon Silver 4216Xeon Gold 6226RXeon Gold 5220RXeon Gold 5218Xeon Silver 4216918273645SE +/- 0.00328, N = 3SE +/- 0.00469, N = 3SE +/- 0.00882, N = 3SE +/- 0.00811, N = 3SE +/- 0.00172, N = 3SE +/- 0.00770, N = 3SE +/- 0.00390, N = 3SE +/- 0.00301, N = 3SE +/- 0.24390, N = 4SE +/- 0.00403, N = 3SE +/- 0.00466, N = 3SE +/- 0.00584, N = 3SE +/- 0.01559, N = 3SE +/- 0.00339, N = 3SE +/- 0.00904, N = 37.929128.647078.712349.187519.2066511.6076014.0780015.2177016.5906017.3217020.5163022.4243029.9173039.9985040.01920MIN: 8.43MIN: 8.5MIN: 9.03MIN: 9.04MIN: 11.46MIN: 13.95MIN: 15.05MIN: 14.98MIN: 17.21MIN: 20.35MIN: 22.32MIN: 29.42MIN: 39.89MIN: 39.91. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl
OpenBenchmarking.orgms, Fewer Is BetterMKL-DNN DNNL 1.1Harness: Convolution Batch conv_3d - Data Type: bf16bf16bf162 x Xeon Platinum 82802 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Gold 6226RXeon Platinum 82802 x Xeon Gold 5220RXeon W-3275MXeon Platinum 8259CL2 x Xeon Silver 4216Xeon Gold 6226RXeon Gold 5220RXeon Gold 5218Xeon Silver 4216816243240Min: 7.92 / Avg: 7.93 / Max: 7.93Min: 8.64 / Avg: 8.65 / Max: 8.66Min: 8.7 / Avg: 8.71 / Max: 8.73Min: 9.17 / Avg: 9.19 / Max: 9.2Min: 9.2 / Avg: 9.21 / Max: 9.21Min: 11.59 / Avg: 11.61 / Max: 11.62Min: 14.07 / Avg: 14.08 / Max: 14.08Min: 15.21 / Avg: 15.22 / Max: 15.22Min: 16.33 / Avg: 16.59 / Max: 17.32Min: 17.31 / Avg: 17.32 / Max: 17.33Min: 20.51 / Avg: 20.52 / Max: 20.52Min: 22.41 / Avg: 22.42 / Max: 22.43Min: 29.89 / Avg: 29.92 / Max: 29.94Min: 39.99 / Avg: 40 / Max: 40.01Min: 40.01 / Avg: 40.02 / Max: 40.041. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl

OSPray

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

OpenBenchmarking.orgFPS, More Is BetterOSPray 1.8.5Demo: NASA Streamlines - Renderer: SciVis2 x Xeon Platinum 82802 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CLEPYC 2 7R322 x Xeon Gold 6226R2 x Xeon Gold 5220RXeon Platinum 8280Xeon W-3275MXeon Platinum 8259CL2 x Xeon Silver 4216Xeon Gold 6226RXeon Gold 5220RXeon Gold 5218Xeon Silver 421620406080100SE +/- 0.00, N = 13SE +/- 0.00, N = 12SE +/- 0.71, N = 9SE +/- 0.00, N = 12SE +/- 0.00, N = 12SE +/- 0.00, N = 12SE +/- 0.00, N = 15SE +/- 0.00, N = 15SE +/- 0.00, N = 3SE +/- 0.00, N = 12SE +/- 0.00, N = 12SE +/- 0.00, N = 12SE +/- 0.00, N = 12SE +/- 0.00, N = 12SE +/- 0.00, N = 1290.9183.3382.6276.9276.9276.9255.5655.5650.0045.4543.4834.4829.4128.5723.2618.18MIN: 29.41MIN: 71.43 / MAX: 90.91MIN: 26.32 / MAX: 90.91MIN: 71.43 / MAX: 83.33MIN: 27.78 / MAX: 83.33MIN: 71.43 / MAX: 83.33MIN: 19.23MIN: 24.39MIN: 43.48MIN: 43.48 / MAX: 47.62MIN: 37.04MIN: 18.87 / MAX: 35.71MIN: 26.32MIN: 26.32 / MAX: 29.41MIN: 22.73 / MAX: 23.81MIN: 17.86 / MAX: 18.52
OpenBenchmarking.orgFPS, More Is BetterOSPray 1.8.5Demo: NASA Streamlines - Renderer: SciVis2 x Xeon Platinum 82802 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CLEPYC 2 7R322 x Xeon Gold 6226R2 x Xeon Gold 5220RXeon Platinum 8280Xeon W-3275MXeon Platinum 8259CL2 x Xeon Silver 4216Xeon Gold 6226RXeon Gold 5220RXeon Gold 5218Xeon Silver 421620406080100Min: 90.91 / Avg: 90.91 / Max: 90.91Min: 83.33 / Avg: 83.33 / Max: 83.33Min: 76.92 / Avg: 82.62 / Max: 83.33Min: 76.92 / Avg: 76.92 / Max: 76.92Min: 76.92 / Avg: 76.92 / Max: 76.92Min: 76.92 / Avg: 76.92 / Max: 76.92Min: 55.56 / Avg: 55.56 / Max: 55.56Min: 55.56 / Avg: 55.56 / Max: 55.56Min: 45.45 / Avg: 45.45 / Max: 45.45Min: 43.48 / Avg: 43.48 / Max: 43.48Min: 34.48 / Avg: 34.48 / Max: 34.48Min: 29.41 / Avg: 29.41 / Max: 29.41Min: 28.57 / Avg: 28.57 / Max: 28.57Min: 23.26 / Avg: 23.26 / Max: 23.26Min: 18.18 / Avg: 18.18 / Max: 18.18

MKL-DNN DNNL

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

OpenBenchmarking.orgms, Fewer Is BetterMKL-DNN DNNL 1.1Harness: Deconvolution Batch deconv_3d - Data Type: bf16bf16bf162 x Xeon Platinum 82802 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Gold 6226RXeon Platinum 8280Xeon W-3275MXeon Platinum 8259CL2 x Xeon Gold 5220R2 x Xeon Silver 4216Xeon Gold 6226RXeon Gold 5220RXeon Gold 5218Xeon Silver 4216510152025SE +/- 0.00369, N = 3SE +/- 0.00222, N = 3SE +/- 0.01549, N = 3SE +/- 0.00526, N = 3SE +/- 0.00712, N = 3SE +/- 0.00159, N = 3SE +/- 0.00251, N = 3SE +/- 0.03985, N = 3SE +/- 0.00210, N = 3SE +/- 0.01392, N = 3SE +/- 0.00821, N = 3SE +/- 0.00297, N = 3SE +/- 0.00134, N = 3SE +/- 0.05476, N = 3SE +/- 0.02388, N = 34.358174.360024.379524.856894.871946.296477.696058.462739.371079.4259110.9379012.3271016.8253021.4290021.47550MIN: 4.82MIN: 4.83MIN: 6.25MIN: 7.67MIN: 8.21MIN: 9.33MIN: 9.32MIN: 10.86MIN: 12.27MIN: 16.72MIN: 21.29MIN: 21.241. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl
OpenBenchmarking.orgms, Fewer Is BetterMKL-DNN DNNL 1.1Harness: Deconvolution Batch deconv_3d - Data Type: bf16bf16bf162 x Xeon Platinum 82802 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Gold 6226RXeon Platinum 8280Xeon W-3275MXeon Platinum 8259CL2 x Xeon Gold 5220R2 x Xeon Silver 4216Xeon Gold 6226RXeon Gold 5220RXeon Gold 5218Xeon Silver 4216510152025Min: 4.35 / Avg: 4.36 / Max: 4.36Min: 4.36 / Avg: 4.36 / Max: 4.36Min: 4.36 / Avg: 4.38 / Max: 4.41Min: 4.85 / Avg: 4.86 / Max: 4.86Min: 4.86 / Avg: 4.87 / Max: 4.88Min: 6.29 / Avg: 6.3 / Max: 6.3Min: 7.69 / Avg: 7.7 / Max: 7.7Min: 8.39 / Avg: 8.46 / Max: 8.53Min: 9.37 / Avg: 9.37 / Max: 9.37Min: 9.4 / Avg: 9.43 / Max: 9.45Min: 10.92 / Avg: 10.94 / Max: 10.95Min: 12.32 / Avg: 12.33 / Max: 12.33Min: 16.82 / Avg: 16.83 / Max: 16.83Min: 21.37 / Avg: 21.43 / Max: 21.54Min: 21.44 / Avg: 21.48 / Max: 21.521. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl

OSPray

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

OpenBenchmarking.orgFPS, More Is BetterOSPray 1.8.5Demo: San Miguel - Renderer: SciVis2 x Xeon Platinum 82802 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA offEPYC 2 7R322 x Xeon Gold 5220R2 x Xeon Gold 6226RXeon Platinum 8280Xeon W-3275MXeon Platinum 8259CL2 x Xeon Silver 4216Xeon Gold 5220RXeon Gold 6226RXeon Gold 5218Xeon Silver 42161530456075SE +/- 0.62, N = 15SE +/- 0.00, N = 12SE +/- 0.54, N = 12SE +/- 0.00, N = 3SE +/- 0.92, N = 4SE +/- 0.00, N = 12SE +/- 0.00, N = 12SE +/- 0.60, N = 3SE +/- 0.00, N = 12SE +/- 0.00, N = 12SE +/- 0.36, N = 3SE +/- 0.07, N = 12SE +/- 0.00, N = 12SE +/- 0.04, N = 12SE +/- 0.00, N = 12SE +/- 0.00, N = 1269.5266.6763.5462.5061.5858.8243.4842.2738.4634.4832.9727.8423.2622.6918.8714.71MIN: 37.04 / MAX: 71.43MIN: 55.56MIN: 35.71 / MAX: 66.67MIN: 35.71MIN: 55.56 / MAX: 62.5MIN: 52.63 / MAX: 62.5MIN: 28.57 / MAX: 45.45MIN: 28.57 / MAX: 43.48MIN: 37.04MIN: 30.3 / MAX: 35.71MIN: 32.26 / MAX: 33.33MIN: 17.86 / MAX: 28.57MIN: 21.74 / MAX: 23.81MIN: 21.74 / MAX: 22.73MIN: 18.52 / MAX: 19.23MIN: 14.29 / MAX: 14.93
OpenBenchmarking.orgFPS, More Is BetterOSPray 1.8.5Demo: San Miguel - Renderer: SciVis2 x Xeon Platinum 82802 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA offEPYC 2 7R322 x Xeon Gold 5220R2 x Xeon Gold 6226RXeon Platinum 8280Xeon W-3275MXeon Platinum 8259CL2 x Xeon Silver 4216Xeon Gold 5220RXeon Gold 6226RXeon Gold 5218Xeon Silver 42161326395265Min: 66.67 / Avg: 69.52 / Max: 71.43Min: 66.67 / Avg: 66.67 / Max: 66.67Min: 62.5 / Avg: 63.54 / Max: 66.67Min: 62.5 / Avg: 62.5 / Max: 62.5Min: 58.82 / Avg: 61.58 / Max: 62.5Min: 58.82 / Avg: 58.82 / Max: 58.82Min: 43.48 / Avg: 43.48 / Max: 43.48Min: 41.67 / Avg: 42.27 / Max: 43.48Min: 38.46 / Avg: 38.46 / Max: 38.46Min: 34.48 / Avg: 34.48 / Max: 34.48Min: 32.26 / Avg: 32.97 / Max: 33.33Min: 27.78 / Avg: 27.84 / Max: 28.57Min: 23.26 / Avg: 23.26 / Max: 23.26Min: 22.22 / Avg: 22.69 / Max: 22.73Min: 18.87 / Avg: 18.87 / Max: 18.87Min: 14.71 / Avg: 14.71 / Max: 14.71

Embree

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

OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 3.6.1Binary: Pathtracer ISPC - Model: Crown2 x Xeon Platinum 82802 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CLEPYC 2 7R322 x Xeon Gold 5220R2 x Xeon Gold 6226RXeon Platinum 8280Xeon W-3275MXeon Platinum 8259CL2 x Xeon Silver 4216Xeon Gold 5220RXeon Gold 6226RXeon Gold 5218Xeon Silver 42161224364860SE +/- 0.05, N = 3SE +/- 0.03, N = 3SE +/- 0.49, N = 12SE +/- 0.05, N = 3SE +/- 0.38, N = 3SE +/- 0.08, N = 3SE +/- 0.02, N = 3SE +/- 0.03, N = 3SE +/- 0.02, N = 3SE +/- 0.04, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 353.2349.9649.0546.4246.1845.1933.4531.7328.7726.4024.7321.7517.6616.8114.4211.38MIN: 51.36 / MAX: 55.83MIN: 48.68 / MAX: 51.86MIN: 37.93 / MAX: 51.79MIN: 45.24 / MAX: 47.89MIN: 42.99 / MAX: 47.93MIN: 44.15 / MAX: 46.52MIN: 32.87 / MAX: 34.13MIN: 31.27 / MAX: 32.36MIN: 28.26 / MAX: 29.24MIN: 25.71 / MAX: 26.95MIN: 24.4 / MAX: 25.05MIN: 21.43 / MAX: 22.13MIN: 17.5 / MAX: 17.85MIN: 16.67 / MAX: 17MIN: 14.3 / MAX: 14.63MIN: 11.32 / MAX: 11.49
OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 3.6.1Binary: Pathtracer ISPC - Model: Crown2 x Xeon Platinum 82802 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CLEPYC 2 7R322 x Xeon Gold 5220R2 x Xeon Gold 6226RXeon Platinum 8280Xeon W-3275MXeon Platinum 8259CL2 x Xeon Silver 4216Xeon Gold 5220RXeon Gold 6226RXeon Gold 5218Xeon Silver 42161122334455Min: 53.18 / Avg: 53.23 / Max: 53.32Min: 49.93 / Avg: 49.96 / Max: 50.01Min: 43.85 / Avg: 49.05 / Max: 49.92Min: 46.34 / Avg: 46.42 / Max: 46.51Min: 45.41 / Avg: 46.18 / Max: 46.62Min: 45.07 / Avg: 45.19 / Max: 45.32Min: 33.41 / Avg: 33.45 / Max: 33.48Min: 31.68 / Avg: 31.73 / Max: 31.78Min: 28.75 / Avg: 28.77 / Max: 28.8Min: 26.36 / Avg: 26.4 / Max: 26.48Min: 24.71 / Avg: 24.73 / Max: 24.76Min: 21.73 / Avg: 21.75 / Max: 21.76Min: 17.65 / Avg: 17.66 / Max: 17.67Min: 16.78 / Avg: 16.81 / Max: 16.84Min: 14.4 / Avg: 14.42 / Max: 14.43Min: 11.38 / Avg: 11.38 / Max: 11.39

OSPray

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

OpenBenchmarking.orgFPS, More Is BetterOSPray 1.8.5Demo: San Miguel - Renderer: Path Tracer2 x Xeon Platinum 82802 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA offEPYC 2 7R322 x Xeon Gold 5220R2 x Xeon Gold 6226RXeon Platinum 8280Xeon W-3275MXeon Platinum 8259CL2 x Xeon Silver 4216Xeon Gold 5220RXeon Gold 6226RXeon Gold 5218Xeon Silver 4216246810SE +/- 0.01, N = 5SE +/- 0.01, N = 4SE +/- 0.00, N = 12SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 7SE +/- 0.00, N = 8SE +/- 0.00, N = 3SE +/- 0.00, N = 12SE +/- 0.00, N = 3SE +/- 0.00, N = 4SE +/- 0.00, N = 4SE +/- 0.00, N = 3SE +/- 0.00, N = 6SE +/- 0.00, N = 36.535.875.825.585.544.733.953.713.523.253.002.632.142.021.751.40MIN: 5.18 / MAX: 6.58MIN: 5.75 / MAX: 5.92MIN: 4.69 / MAX: 5.88MIN: 4.61 / MAX: 5.62MIN: 5.49 / MAX: 5.59MIN: 4.69 / MAX: 4.78MIN: 3.41 / MAX: 3.98MIN: 2.99 / MAX: 3.73MIN: 3.48 / MAX: 3.53MIN: 3.16 / MAX: 3.28MIN: 2.99 / MAX: 3.01MIN: 2.35 / MAX: 2.64MIN: 2.13 / MAX: 2.15MAX: 2.03MIN: 1.74 / MAX: 1.76MAX: 1.41
OpenBenchmarking.orgFPS, More Is BetterOSPray 1.8.5Demo: San Miguel - Renderer: Path Tracer2 x Xeon Platinum 82802 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA offEPYC 2 7R322 x Xeon Gold 5220R2 x Xeon Gold 6226RXeon Platinum 8280Xeon W-3275MXeon Platinum 8259CL2 x Xeon Silver 4216Xeon Gold 5220RXeon Gold 6226RXeon Gold 5218Xeon Silver 42163691215Min: 6.49 / Avg: 6.53 / Max: 6.54Min: 5.85 / Avg: 5.87 / Max: 5.88Min: 5.81 / Avg: 5.82 / Max: 5.85Min: 5.56 / Avg: 5.58 / Max: 5.59Min: 5.52 / Avg: 5.54 / Max: 5.56Min: 4.72 / Avg: 4.73 / Max: 4.74Min: 3.95 / Avg: 3.95 / Max: 3.97Min: 3.7 / Avg: 3.71 / Max: 3.72Min: 3.51 / Avg: 3.52 / Max: 3.52Min: 3.25 / Avg: 3.25 / Max: 3.26Min: 2.99 / Avg: 3 / Max: 3Min: 2.62 / Avg: 2.63 / Max: 2.63Min: 2.14 / Avg: 2.14 / Max: 2.14Min: 2.02 / Avg: 2.02 / Max: 2.02Min: 1.75 / Avg: 1.75 / Max: 1.75Min: 1.4 / Avg: 1.4 / Max: 1.4

High Performance Conjugate Gradient

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

OpenBenchmarking.orgGFLOP/s, More Is BetterHigh Performance Conjugate Gradient 3.12 x Xeon Platinum 82802 x Xeon Platinum 8259CL2 x Xeon Gold 6226R2 x Xeon Gold 5220R2 x Xeon Silver 4216EPYC 2 7R322 x Xeon Platinum 8259CL NUMA offXeon Platinum 8280Xeon W-3275MXeon Gold 6226RXeon Platinum 8259CLXeon Gold 5220RXeon Gold 5218Xeon Silver 42162 x Xeon Platinum 8275CL2 x Xeon Platinum 8275CL NUMA off714212835SE +/- 0.24605, N = 3SE +/- 0.12742, N = 3SE +/- 0.12533, N = 3SE +/- 0.15366, N = 3SE +/- 0.00847, N = 3SE +/- 0.00395, N = 3SE +/- 0.00225, N = 3SE +/- 0.04073, N = 3SE +/- 0.15186, N = 3SE +/- 0.02780, N = 3SE +/- 0.03425, N = 3SE +/- 0.08231, N = 3SE +/- 0.01417, N = 3SE +/- 0.03282, N = 3SE +/- 0.60187, N = 9SE +/- 0.06827, N = 728.8542027.1060026.5910025.6303023.1574017.0608016.5171014.9097014.1623013.9581013.6425013.3529013.0138011.888308.414056.329711. (CXX) g++ options: -O3 -ffast-math -ftree-vectorize -pthread -lmpi_cxx -lmpi
OpenBenchmarking.orgGFLOP/s, More Is BetterHigh Performance Conjugate Gradient 3.12 x Xeon Platinum 82802 x Xeon Platinum 8259CL2 x Xeon Gold 6226R2 x Xeon Gold 5220R2 x Xeon Silver 4216EPYC 2 7R322 x Xeon Platinum 8259CL NUMA offXeon Platinum 8280Xeon W-3275MXeon Gold 6226RXeon Platinum 8259CLXeon Gold 5220RXeon Gold 5218Xeon Silver 42162 x Xeon Platinum 8275CL2 x Xeon Platinum 8275CL NUMA off612182430Min: 28.36 / Avg: 28.85 / Max: 29.14Min: 26.88 / Avg: 27.11 / Max: 27.33Min: 26.34 / Avg: 26.59 / Max: 26.74Min: 25.33 / Avg: 25.63 / Max: 25.84Min: 23.15 / Avg: 23.16 / Max: 23.17Min: 17.05 / Avg: 17.06 / Max: 17.07Min: 16.51 / Avg: 16.52 / Max: 16.52Min: 14.87 / Avg: 14.91 / Max: 14.99Min: 13.94 / Avg: 14.16 / Max: 14.45Min: 13.92 / Avg: 13.96 / Max: 14.01Min: 13.58 / Avg: 13.64 / Max: 13.69Min: 13.19 / Avg: 13.35 / Max: 13.44Min: 13 / Avg: 13.01 / Max: 13.04Min: 11.82 / Avg: 11.89 / Max: 11.93Min: 6.44 / Avg: 8.41 / Max: 10.67Min: 6 / Avg: 6.33 / Max: 6.511. (CXX) g++ options: -O3 -ffast-math -ftree-vectorize -pthread -lmpi_cxx -lmpi

Embree

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

OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 3.6.1Binary: Pathtracer ISPC - Model: Asian Dragon2 x Xeon Platinum 82802 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA offEPYC 2 7R322 x Xeon Platinum 8275CL NUMA off2 x Xeon Gold 5220R2 x Xeon Gold 6226R2 x Xeon Platinum 8275CLXeon Platinum 8280Xeon W-3275MXeon Platinum 8259CL2 x Xeon Silver 4216Xeon Gold 5220RXeon Gold 6226RXeon Gold 5218Xeon Silver 42161530456075SE +/- 0.03, N = 3SE +/- 0.06, N = 3SE +/- 0.12, N = 3SE +/- 0.03, N = 3SE +/- 0.02, N = 3SE +/- 0.02, N = 3SE +/- 0.07, N = 3SE +/- 0.53, N = 4SE +/- 0.06, N = 3SE +/- 0.08, N = 3SE +/- 0.03, N = 3SE +/- 0.02, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 368.4259.0659.0552.3551.8743.1040.4338.7738.3135.1532.9128.9723.6022.4619.4315.59MIN: 66.22 / MAX: 70.39MIN: 57.51 / MAX: 60.42MIN: 57.78 / MAX: 60.29MIN: 51.67 / MAX: 53.48MIN: 50.96 / MAX: 54.15MIN: 42.68 / MAX: 43.7MIN: 40.04 / MAX: 41.18MIN: 35.85 / MAX: 45.98MIN: 37.87 / MAX: 38.72MIN: 33.95 / MAX: 35.72MIN: 32.68 / MAX: 33.18MIN: 28.72 / MAX: 29.29MIN: 23.45 / MAX: 23.8MIN: 22.38 / MAX: 22.62MIN: 19.37 / MAX: 19.6MIN: 15.54 / MAX: 15.7
OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 3.6.1Binary: Pathtracer ISPC - Model: Asian Dragon2 x Xeon Platinum 82802 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA offEPYC 2 7R322 x Xeon Platinum 8275CL NUMA off2 x Xeon Gold 5220R2 x Xeon Gold 6226R2 x Xeon Platinum 8275CLXeon Platinum 8280Xeon W-3275MXeon Platinum 8259CL2 x Xeon Silver 4216Xeon Gold 5220RXeon Gold 6226RXeon Gold 5218Xeon Silver 42161326395265Min: 68.36 / Avg: 68.42 / Max: 68.47Min: 58.93 / Avg: 59.06 / Max: 59.15Min: 58.85 / Avg: 59.05 / Max: 59.25Min: 52.31 / Avg: 52.35 / Max: 52.41Min: 51.84 / Avg: 51.87 / Max: 51.92Min: 43.07 / Avg: 43.1 / Max: 43.14Min: 40.29 / Avg: 40.43 / Max: 40.52Min: 37.26 / Avg: 38.77 / Max: 39.72Min: 38.21 / Avg: 38.31 / Max: 38.41Min: 35.01 / Avg: 35.15 / Max: 35.27Min: 32.86 / Avg: 32.91 / Max: 32.96Min: 28.93 / Avg: 28.97 / Max: 29Min: 23.56 / Avg: 23.6 / Max: 23.64Min: 22.45 / Avg: 22.46 / Max: 22.48Min: 19.42 / Avg: 19.43 / Max: 19.45Min: 15.58 / Avg: 15.59 / Max: 15.62

OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 3.6.1Binary: Pathtracer ISPC - Model: Asian Dragon Obj2 x Xeon Platinum 82802 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA offEPYC 2 7R322 x Xeon Platinum 8275CL NUMA off2 x Xeon Gold 5220R2 x Xeon Platinum 8275CL2 x Xeon Gold 6226RXeon Platinum 8280Xeon W-3275MXeon Platinum 8259CL2 x Xeon Silver 4216Xeon Gold 5220RXeon Gold 6226RXeon Gold 5218Xeon Silver 42161326395265SE +/- 0.05, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.03, N = 3SE +/- 0.01, N = 3SE +/- 0.04, N = 3SE +/- 0.63, N = 3SE +/- 0.02, N = 3SE +/- 0.02, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 358.6950.9850.8645.4344.7237.1536.6734.8033.0530.3528.2925.0720.3419.3216.7713.49MIN: 56.97 / MAX: 60.91MIN: 49.91 / MAX: 52.27MIN: 49.88 / MAX: 52.05MIN: 44.82 / MAX: 46.53MIN: 43.9 / MAX: 46.32MIN: 36.74 / MAX: 37.69MIN: 34.56 / MAX: 39.51MIN: 34.51 / MAX: 35.32MIN: 32.72 / MAX: 33.4MIN: 29.95 / MAX: 30.77MIN: 28.06 / MAX: 28.6MIN: 24.86 / MAX: 25.34MIN: 20.23 / MAX: 20.53MIN: 19.25 / MAX: 19.46MIN: 16.69 / MAX: 16.88MIN: 13.43 / MAX: 13.59
OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 3.6.1Binary: Pathtracer ISPC - Model: Asian Dragon Obj2 x Xeon Platinum 82802 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA offEPYC 2 7R322 x Xeon Platinum 8275CL NUMA off2 x Xeon Gold 5220R2 x Xeon Platinum 8275CL2 x Xeon Gold 6226RXeon Platinum 8280Xeon W-3275MXeon Platinum 8259CL2 x Xeon Silver 4216Xeon Gold 5220RXeon Gold 6226RXeon Gold 5218Xeon Silver 42161224364860Min: 58.6 / Avg: 58.69 / Max: 58.78Min: 50.97 / Avg: 50.98 / Max: 50.99Min: 50.84 / Avg: 50.86 / Max: 50.89Min: 45.4 / Avg: 45.43 / Max: 45.5Min: 44.7 / Avg: 44.72 / Max: 44.73Min: 37.08 / Avg: 37.15 / Max: 37.2Min: 35.6 / Avg: 36.67 / Max: 37.78Min: 34.77 / Avg: 34.8 / Max: 34.84Min: 33.01 / Avg: 33.05 / Max: 33.08Min: 30.31 / Avg: 30.35 / Max: 30.38Min: 28.26 / Avg: 28.29 / Max: 28.31Min: 25.04 / Avg: 25.07 / Max: 25.09Min: 20.33 / Avg: 20.34 / Max: 20.35Min: 19.31 / Avg: 19.32 / Max: 19.34Min: 16.75 / Avg: 16.77 / Max: 16.78Min: 13.47 / Avg: 13.49 / Max: 13.52

MKL-DNN DNNL

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

OpenBenchmarking.orgms, Fewer Is BetterMKL-DNN DNNL 1.1Harness: Deconvolution Batch deconv_1d - Data Type: f322 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 82802 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Platinum 8275CLXeon Platinum 82802 x Xeon Gold 6226RXeon Platinum 8259CLXeon W-3275M2 x Xeon Gold 5220REPYC 2 7R32Xeon Gold 6226R2 x Xeon Silver 4216Xeon Gold 5220RXeon Gold 5218Xeon Silver 42161.19492.38983.58474.77965.9745SE +/- 0.00066, N = 3SE +/- 0.00318, N = 3SE +/- 0.00024, N = 3SE +/- 0.00693, N = 3SE +/- 0.00979, N = 3SE +/- 0.00157, N = 3SE +/- 0.00475, N = 3SE +/- 0.00097, N = 3SE +/- 0.01273, N = 3SE +/- 0.00174, N = 3SE +/- 0.01972, N = 3SE +/- 0.00272, N = 3SE +/- 0.00576, N = 3SE +/- 0.00527, N = 3SE +/- 0.00570, N = 3SE +/- 0.01140, N = 31.225891.240291.251161.257951.331091.462321.497241.639281.745152.126802.225402.231263.065903.364323.994885.31087MIN: 1.18MIN: 1.17MIN: 1.19MIN: 1.2MIN: 1.26MIN: 1.44MIN: 1.43MIN: 1.61MIN: 1.55MIN: 2.06MIN: 2.11MIN: 2.17MIN: 2.99MIN: 3.3MIN: 3.95MIN: 5.161. (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: f322 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 82802 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Platinum 8275CLXeon Platinum 82802 x Xeon Gold 6226RXeon Platinum 8259CLXeon W-3275M2 x Xeon Gold 5220REPYC 2 7R32Xeon Gold 6226R2 x Xeon Silver 4216Xeon Gold 5220RXeon Gold 5218Xeon Silver 4216246810Min: 1.22 / Avg: 1.23 / Max: 1.23Min: 1.23 / Avg: 1.24 / Max: 1.25Min: 1.25 / Avg: 1.25 / Max: 1.25Min: 1.25 / Avg: 1.26 / Max: 1.27Min: 1.32 / Avg: 1.33 / Max: 1.35Min: 1.46 / Avg: 1.46 / Max: 1.47Min: 1.49 / Avg: 1.5 / Max: 1.5Min: 1.64 / Avg: 1.64 / Max: 1.64Min: 1.73 / Avg: 1.75 / Max: 1.77Min: 2.12 / Avg: 2.13 / Max: 2.13Min: 2.19 / Avg: 2.23 / Max: 2.26Min: 2.23 / Avg: 2.23 / Max: 2.24Min: 3.06 / Avg: 3.07 / Max: 3.08Min: 3.36 / Avg: 3.36 / Max: 3.37Min: 3.98 / Avg: 3.99 / Max: 4Min: 5.29 / Avg: 5.31 / Max: 5.331. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl

LuxCoreRender

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

OpenBenchmarking.orgM samples/sec, More Is BetterLuxCoreRender 2.3Scene: Rainbow Colors and PrismEPYC 2 7R322 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 82802 x Xeon Platinum 8275CL2 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Gold 5220R2 x Xeon Gold 6226RXeon Platinum 8280Xeon W-3275M2 x Xeon Silver 4216Xeon Platinum 8259CLXeon Gold 6226RXeon Gold 5220RXeon Silver 4216Xeon Gold 5218246810SE +/- 0.06, N = 3SE +/- 0.05, N = 3SE +/- 0.40, N = 15SE +/- 0.11, N = 15SE +/- 0.04, N = 3SE +/- 0.37, N = 15SE +/- 0.30, N = 12SE +/- 0.13, N = 15SE +/- 0.04, N = 3SE +/- 0.03, N = 15SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 38.127.317.157.096.405.524.464.324.113.793.653.302.512.481.881.88MIN: 7.87 / MAX: 8.3MIN: 6.62 / MAX: 7.52MIN: 2.92 / MAX: 8.11MIN: 5.64 / MAX: 7.47MIN: 5.65 / MAX: 6.54MIN: 2.11 / MAX: 6.54MIN: 1.23 / MAX: 4.91MIN: 2.71 / MAX: 4.87MIN: 3.96 / MAX: 4.16MIN: 3.45 / MAX: 3.89MIN: 3.56 / MAX: 3.67MIN: 3.24 / MAX: 3.33MIN: 2.44 / MAX: 2.56MIN: 2.4 / MAX: 2.53MIN: 1.84 / MAX: 1.92MIN: 1.85 / MAX: 1.92
OpenBenchmarking.orgM samples/sec, More Is BetterLuxCoreRender 2.3Scene: Rainbow Colors and PrismEPYC 2 7R322 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 82802 x Xeon Platinum 8275CL2 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Gold 5220R2 x Xeon Gold 6226RXeon Platinum 8280Xeon W-3275M2 x Xeon Silver 4216Xeon Platinum 8259CLXeon Gold 6226RXeon Gold 5220RXeon Silver 4216Xeon Gold 52183691215Min: 8 / Avg: 8.12 / Max: 8.18Min: 7.22 / Avg: 7.31 / Max: 7.41Min: 2.98 / Avg: 7.15 / Max: 7.98Min: 5.76 / Avg: 7.09 / Max: 7.37Min: 6.34 / Avg: 6.4 / Max: 6.47Min: 2.21 / Avg: 5.52 / Max: 6.46Min: 1.25 / Avg: 4.46 / Max: 4.88Min: 2.88 / Avg: 4.32 / Max: 4.83Min: 4.03 / Avg: 4.11 / Max: 4.16Min: 3.48 / Avg: 3.79 / Max: 3.88Min: 3.64 / Avg: 3.65 / Max: 3.65Min: 3.29 / Avg: 3.3 / Max: 3.3Min: 2.49 / Avg: 2.51 / Max: 2.53Min: 2.45 / Avg: 2.48 / Max: 2.5Min: 1.88 / Avg: 1.88 / Max: 1.89Min: 1.88 / Avg: 1.88 / Max: 1.88

Blender

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

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.82Blend File: Classroom - Compute: CPU-Only2 x Xeon Platinum 8280EPYC 2 7R322 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Gold 6226R2 x Xeon Gold 5220RXeon Platinum 8280Xeon W-3275M2 x Xeon Silver 4216Xeon Platinum 8259CLXeon Gold 6226RXeon Gold 5220RXeon Silver 4216Xeon Gold 521890180270360450SE +/- 0.26, N = 3SE +/- 0.40, N = 3SE +/- 0.29, N = 3SE +/- 0.11, N = 3SE +/- 0.06, N = 3SE +/- 0.17, N = 3SE +/- 0.52, N = 3SE +/- 0.18, N = 3SE +/- 0.36, N = 3SE +/- 0.32, N = 3SE +/- 0.19, N = 3SE +/- 0.14, N = 3SE +/- 0.16, N = 3SE +/- 0.39, N = 3SE +/- 0.20, N = 3SE +/- 0.29, N = 3100.47101.34108.94108.97124.59124.67163.32165.96198.25213.36218.06246.81321.53328.81432.11433.42
OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.82Blend File: Classroom - Compute: CPU-Only2 x Xeon Platinum 8280EPYC 2 7R322 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Gold 6226R2 x Xeon Gold 5220RXeon Platinum 8280Xeon W-3275M2 x Xeon Silver 4216Xeon Platinum 8259CLXeon Gold 6226RXeon Gold 5220RXeon Silver 4216Xeon Gold 521880160240320400Min: 99.99 / Avg: 100.47 / Max: 100.86Min: 100.56 / Avg: 101.34 / Max: 101.89Min: 108.61 / Avg: 108.94 / Max: 109.52Min: 108.85 / Avg: 108.97 / Max: 109.2Min: 124.52 / Avg: 124.59 / Max: 124.7Min: 124.44 / Avg: 124.67 / Max: 125.01Min: 162.78 / Avg: 163.32 / Max: 164.35Min: 165.68 / Avg: 165.96 / Max: 166.31Min: 197.81 / Avg: 198.25 / Max: 198.96Min: 212.88 / Avg: 213.36 / Max: 213.97Min: 217.79 / Avg: 218.06 / Max: 218.43Min: 246.52 / Avg: 246.81 / Max: 246.97Min: 321.25 / Avg: 321.53 / Max: 321.79Min: 328.21 / Avg: 328.81 / Max: 329.54Min: 431.84 / Avg: 432.11 / Max: 432.51Min: 433.1 / Avg: 433.42 / Max: 433.99

NAMD

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

OpenBenchmarking.orgdays/ns, Fewer Is BetterNAMD 2.13ATPase Simulation - 327,506 Atoms2 x Xeon Platinum 82802 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA offEPYC 2 7R322 x Xeon Gold 6226R2 x Xeon Gold 5220RXeon Platinum 82802 x Xeon Silver 4216Xeon W-3275MXeon Platinum 8259CLXeon Gold 6226RXeon Gold 5220RXeon Gold 5218Xeon Silver 42160.34140.68281.02421.36561.707SE +/- 0.00133, N = 3SE +/- 0.00038, N = 3SE +/- 0.00012, N = 3SE +/- 0.00084, N = 3SE +/- 0.00104, N = 3SE +/- 0.00612, N = 3SE +/- 0.00060, N = 3SE +/- 0.00193, N = 3SE +/- 0.00775, N = 15SE +/- 0.00063, N = 3SE +/- 0.00117, N = 3SE +/- 0.00122, N = 3SE +/- 0.00100, N = 3SE +/- 0.00193, N = 30.362260.445510.454220.486140.582370.603330.707090.769820.814340.869251.135861.157451.511681.51721
OpenBenchmarking.orgdays/ns, Fewer Is BetterNAMD 2.13ATPase Simulation - 327,506 Atoms2 x Xeon Platinum 82802 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA offEPYC 2 7R322 x Xeon Gold 6226R2 x Xeon Gold 5220RXeon Platinum 82802 x Xeon Silver 4216Xeon W-3275MXeon Platinum 8259CLXeon Gold 6226RXeon Gold 5220RXeon Gold 5218Xeon Silver 4216246810Min: 0.36 / Avg: 0.36 / Max: 0.36Min: 0.45 / Avg: 0.45 / Max: 0.45Min: 0.45 / Avg: 0.45 / Max: 0.45Min: 0.48 / Avg: 0.49 / Max: 0.49Min: 0.58 / Avg: 0.58 / Max: 0.58Min: 0.59 / Avg: 0.6 / Max: 0.62Min: 0.71 / Avg: 0.71 / Max: 0.71Min: 0.77 / Avg: 0.77 / Max: 0.77Min: 0.78 / Avg: 0.81 / Max: 0.87Min: 0.87 / Avg: 0.87 / Max: 0.87Min: 1.13 / Avg: 1.14 / Max: 1.14Min: 1.16 / Avg: 1.16 / Max: 1.16Min: 1.51 / Avg: 1.51 / Max: 1.51Min: 1.51 / Avg: 1.52 / Max: 1.52

LuxCoreRender

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

OpenBenchmarking.orgM samples/sec, More Is BetterLuxCoreRender 2.3Scene: DLSCEPYC 2 7R322 x Xeon Platinum 82802 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Gold 6226R2 x Xeon Gold 5220RXeon Platinum 8280Xeon W-3275M2 x Xeon Silver 4216Xeon Platinum 8259CLXeon Gold 6226RXeon Gold 5220RXeon Silver 4216Xeon Gold 5218246810SE +/- 0.0970, N = 3SE +/- 0.0948, N = 3SE +/- 0.0164, N = 3SE +/- 0.0262, N = 3SE +/- 0.0353, N = 3SE +/- 0.0279, N = 3SE +/- 0.0036, N = 3SE +/- 0.0120, N = 3SE +/- 0.0032, N = 3SE +/- 0.0035, N = 3SE +/- 0.0265, N = 3SE +/- 0.0050, N = 3SE +/- 0.0145, N = 3SE +/- 0.0243, N = 3SE +/- 0.0165, N = 3SE +/- 0.0034, N = 37.28007.19006.75006.73005.88005.86004.51834.44003.79003.53003.43003.04002.35002.32001.77001.7400MIN: 7.01 / MAX: 7.86MIN: 6.83 / MAX: 7.6MIN: 6.62 / MAX: 7.08MIN: 6.54 / MAX: 7.08MIN: 5.75 / MAX: 6.19MIN: 5.7 / MAX: 6.16MIN: 4.4 / MAX: 4.76MIN: 4.34 / MAX: 4.63MIN: 3.65 / MAX: 3.94MIN: 3.46 / MAX: 3.66MIN: 3.33 / MAX: 3.63MIN: 2.93 / MAX: 3.16MIN: 2.24 / MAX: 2.46MIN: 2.2 / MAX: 2.43MIN: 1.68 / MAX: 1.85MIN: 1.67 / MAX: 1.79
OpenBenchmarking.orgM samples/sec, More Is BetterLuxCoreRender 2.3Scene: DLSCEPYC 2 7R322 x Xeon Platinum 82802 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Gold 6226R2 x Xeon Gold 5220RXeon Platinum 8280Xeon W-3275M2 x Xeon Silver 4216Xeon Platinum 8259CLXeon Gold 6226RXeon Gold 5220RXeon Silver 4216Xeon Gold 52183691215Min: 7.13 / Avg: 7.28 / Max: 7.46Min: 7 / Avg: 7.19 / Max: 7.31Min: 6.72 / Avg: 6.75 / Max: 6.78Min: 6.68 / Avg: 6.73 / Max: 6.76Min: 5.83 / Avg: 5.88 / Max: 5.95Min: 5.8 / Avg: 5.86 / Max: 5.9Min: 4.51 / Avg: 4.52 / Max: 4.53Min: 4.42 / Avg: 4.44 / Max: 4.46Min: 3.79 / Avg: 3.79 / Max: 3.79Min: 3.52 / Avg: 3.53 / Max: 3.53Min: 3.39 / Avg: 3.43 / Max: 3.48Min: 3.03 / Avg: 3.04 / Max: 3.05Min: 2.33 / Avg: 2.35 / Max: 2.38Min: 2.29 / Avg: 2.32 / Max: 2.36Min: 1.75 / Avg: 1.77 / Max: 1.8Min: 1.74 / Avg: 1.74 / Max: 1.75

MKL-DNN DNNL

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

OpenBenchmarking.orgms, Fewer Is BetterMKL-DNN DNNL 1.1Harness: Deconvolution Batch deconv_1d - Data Type: bf16bf16bf162 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 82802 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Gold 6226RXeon Platinum 82802 x Xeon Gold 5220RXeon W-3275MXeon Platinum 8259CL2 x Xeon Silver 4216Xeon Gold 6226RXeon Gold 5220RXeon Gold 5218Xeon Silver 421648121620SE +/- 0.00401, N = 3SE +/- 0.01030, N = 3SE +/- 0.00661, N = 3SE +/- 0.00151, N = 3SE +/- 0.00489, N = 3SE +/- 0.00747, N = 3SE +/- 0.00167, N = 3SE +/- 0.00772, N = 3SE +/- 0.03740, N = 3SE +/- 0.02376, N = 3SE +/- 0.01001, N = 3SE +/- 0.00392, N = 3SE +/- 0.04579, N = 3SE +/- 0.00105, N = 3SE +/- 0.00867, N = 33.965103.969064.068474.465234.490395.384026.553747.229757.615957.982928.869139.9036213.1428016.5484016.55160MIN: 3.88MIN: 3.86MIN: 3.93MIN: 4.38MIN: 4.4MIN: 5.3MIN: 6.5MIN: 7.13MIN: 6.95MIN: 7.92MIN: 8.78MIN: 9.85MIN: 12.96MIN: 16.51MIN: 16.511. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl
OpenBenchmarking.orgms, Fewer Is BetterMKL-DNN DNNL 1.1Harness: Deconvolution Batch deconv_1d - Data Type: bf16bf16bf162 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 82802 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Gold 6226RXeon Platinum 82802 x Xeon Gold 5220RXeon W-3275MXeon Platinum 8259CL2 x Xeon Silver 4216Xeon Gold 6226RXeon Gold 5220RXeon Gold 5218Xeon Silver 421648121620Min: 3.96 / Avg: 3.97 / Max: 3.97Min: 3.95 / Avg: 3.97 / Max: 3.98Min: 4.06 / Avg: 4.07 / Max: 4.08Min: 4.46 / Avg: 4.47 / Max: 4.47Min: 4.48 / Avg: 4.49 / Max: 4.5Min: 5.37 / Avg: 5.38 / Max: 5.4Min: 6.55 / Avg: 6.55 / Max: 6.56Min: 7.21 / Avg: 7.23 / Max: 7.24Min: 7.54 / Avg: 7.62 / Max: 7.66Min: 7.95 / Avg: 7.98 / Max: 8.03Min: 8.86 / Avg: 8.87 / Max: 8.89Min: 9.9 / Avg: 9.9 / Max: 9.91Min: 13.07 / Avg: 13.14 / Max: 13.23Min: 16.55 / Avg: 16.55 / Max: 16.55Min: 16.54 / Avg: 16.55 / Max: 16.571. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl

John The Ripper

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

OpenBenchmarking.orgReal C/S, More Is BetterJohn The Ripper 1.9.0-jumbo-1Test: MD52 x Xeon Platinum 82802 x Xeon Platinum 8275CL2 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Gold 6226R2 x Xeon Gold 5220RXeon Platinum 8280EPYC 2 7R322 x Xeon Silver 4216Xeon W-3275MXeon Platinum 8259CLXeon Gold 6226RXeon Gold 5220RXeon Gold 5218Xeon Silver 42162M4M6M8M10MSE +/- 67263.16, N = 3SE +/- 5783.12, N = 3SE +/- 39218.76, N = 3SE +/- 11259.56, N = 3SE +/- 41921.89, N = 3SE +/- 17032.65, N = 3SE +/- 9643.65, N = 3SE +/- 14468.36, N = 3SE +/- 30550.50, N = 3SE +/- 4509.25, N = 3SE +/- 14294.52, N = 3SE +/- 9073.77, N = 3SE +/- 11015.14, N = 3SE +/- 6806.86, N = 3SE +/- 8171.77, N = 3SE +/- 1452.97, N = 378800007388333735066766083336554667497766748210004090000397200037640003654000338400025830002506000191266718933331. (CC) gcc options: -m64 -lssl -lcrypto -fopenmp -lgmp -pthread -lm -lz -ldl -lcrypt -lbz2
OpenBenchmarking.orgReal C/S, More Is BetterJohn The Ripper 1.9.0-jumbo-1Test: MD52 x Xeon Platinum 82802 x Xeon Platinum 8275CL2 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Gold 6226R2 x Xeon Gold 5220RXeon Platinum 8280EPYC 2 7R322 x Xeon Silver 4216Xeon W-3275MXeon Platinum 8259CLXeon Gold 6226RXeon Gold 5220RXeon Gold 5218Xeon Silver 42161.4M2.8M4.2M5.6M7MMin: 7749000 / Avg: 7880000 / Max: 7972000Min: 7377000 / Avg: 7388333.33 / Max: 7396000Min: 7273000 / Avg: 7350666.67 / Max: 7399000Min: 6589000 / Avg: 6608333.33 / Max: 6628000Min: 6505000 / Avg: 6554666.67 / Max: 6638000Min: 4944000 / Avg: 4977666.67 / Max: 4999000Min: 4806000 / Avg: 4821000 / Max: 4839000Min: 4066000 / Avg: 4090000 / Max: 4116000Min: 3932000 / Avg: 3972000 / Max: 4032000Min: 3755000 / Avg: 3764000 / Max: 3769000Min: 3626000 / Avg: 3654000 / Max: 3673000Min: 3367000 / Avg: 3384000 / Max: 3398000Min: 2561000 / Avg: 2583000 / Max: 2595000Min: 2493000 / Avg: 2506000 / Max: 2516000Min: 1904000 / Avg: 1912666.67 / Max: 1929000Min: 1891000 / Avg: 1893333.33 / Max: 18960001. (CC) gcc options: -m64 -lssl -lcrypto -fopenmp -lgmp -pthread -lm -lz -ldl -lcrypt -lbz2

Blender

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

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.82Blend File: Pabellon Barcelona - Compute: CPU-Only2 x Xeon Platinum 8280EPYC 2 7R322 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Gold 6226R2 x Xeon Gold 5220RXeon Platinum 8280Xeon W-3275M2 x Xeon Silver 4216Xeon Platinum 8259CLXeon Gold 6226RXeon Gold 5220RXeon Silver 4216Xeon Gold 5218120240360480600SE +/- 0.26, N = 3SE +/- 0.51, N = 3SE +/- 0.11, N = 3SE +/- 0.15, N = 3SE +/- 0.13, N = 3SE +/- 0.05, N = 3SE +/- 0.09, N = 3SE +/- 0.10, N = 3SE +/- 0.05, N = 3SE +/- 0.73, N = 3SE +/- 0.50, N = 3SE +/- 0.07, N = 3SE +/- 0.22, N = 3SE +/- 0.03, N = 3SE +/- 0.46, N = 3SE +/- 0.31, N = 3129.01132.04139.00139.11157.99158.13207.41208.30246.31265.41272.72305.20400.96404.78531.39531.98
OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.82Blend File: Pabellon Barcelona - Compute: CPU-Only2 x Xeon Platinum 8280EPYC 2 7R322 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Gold 6226R2 x Xeon Gold 5220RXeon Platinum 8280Xeon W-3275M2 x Xeon Silver 4216Xeon Platinum 8259CLXeon Gold 6226RXeon Gold 5220RXeon Silver 4216Xeon Gold 521890180270360450Min: 128.65 / Avg: 129.01 / Max: 129.51Min: 131.01 / Avg: 132.04 / Max: 132.59Min: 138.83 / Avg: 139 / Max: 139.2Min: 138.96 / Avg: 139.11 / Max: 139.4Min: 157.74 / Avg: 157.99 / Max: 158.16Min: 158.04 / Avg: 158.13 / Max: 158.22Min: 207.29 / Avg: 207.41 / Max: 207.58Min: 208.1 / Avg: 208.3 / Max: 208.45Min: 246.23 / Avg: 246.31 / Max: 246.39Min: 264.01 / Avg: 265.41 / Max: 266.46Min: 272.04 / Avg: 272.72 / Max: 273.7Min: 305.11 / Avg: 305.2 / Max: 305.33Min: 400.53 / Avg: 400.96 / Max: 401.29Min: 404.72 / Avg: 404.78 / Max: 404.82Min: 530.72 / Avg: 531.39 / Max: 532.27Min: 531.42 / Avg: 531.98 / Max: 532.47

John The Ripper

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

OpenBenchmarking.orgReal C/S, More Is BetterJohn The Ripper 1.9.0-jumbo-1Test: Blowfish2 x Xeon Platinum 82802 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CLEPYC 2 7R322 x Xeon Gold 6226R2 x Xeon Gold 5220RXeon Platinum 82802 x Xeon Silver 4216Xeon W-3275MXeon Platinum 8259CLXeon Gold 6226RXeon Gold 5220RXeon Gold 5218Xeon Silver 421620K40K60K80K100KSE +/- 700.53, N = 3SE +/- 78.50, N = 3SE +/- 465.66, N = 3SE +/- 24.01, N = 3SE +/- 107.83, N = 3SE +/- 203.51, N = 3SE +/- 111.31, N = 3SE +/- 12.50, N = 3SE +/- 99.39, N = 3SE +/- 91.33, N = 3SE +/- 149.28, N = 3SE +/- 8.37, N = 3SE +/- 60.93, N = 3SE +/- 77.98, N = 3SE +/- 6.03, N = 3SE +/- 24.29, N = 3840847832777771709557088866475534855132442864410214032635599271262554721403204241. (CC) gcc options: -m64 -lssl -lcrypto -fopenmp -lgmp -pthread -lm -lz -ldl -lcrypt -lbz2
OpenBenchmarking.orgReal C/S, More Is BetterJohn The Ripper 1.9.0-jumbo-1Test: Blowfish2 x Xeon Platinum 82802 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CLEPYC 2 7R322 x Xeon Gold 6226R2 x Xeon Gold 5220RXeon Platinum 82802 x Xeon Silver 4216Xeon W-3275MXeon Platinum 8259CLXeon Gold 6226RXeon Gold 5220RXeon Gold 5218Xeon Silver 421615K30K45K60K75KMin: 82930 / Avg: 84083.67 / Max: 85349Min: 78220 / Avg: 78327 / Max: 78480Min: 76870 / Avg: 77771.33 / Max: 78425Min: 70910 / Avg: 70955 / Max: 70992Min: 70675 / Avg: 70887.67 / Max: 71025Min: 66240 / Avg: 66474.67 / Max: 66880Min: 53299 / Avg: 53485.33 / Max: 53684Min: 51304 / Avg: 51324 / Max: 51347Min: 42674 / Avg: 42863.67 / Max: 43010Min: 40838 / Avg: 41020.67 / Max: 41112Min: 40071 / Avg: 40326.33 / Max: 40588Min: 35584 / Avg: 35598.67 / Max: 35613Min: 27043 / Avg: 27126.33 / Max: 27245Min: 25414 / Avg: 25546.67 / Max: 25684Min: 21391 / Avg: 21403 / Max: 21410Min: 20383 / Avg: 20423.67 / Max: 204671. (CC) gcc options: -m64 -lssl -lcrypto -fopenmp -lgmp -pthread -lm -lz -ldl -lcrypt -lbz2

MKL-DNN DNNL

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

OpenBenchmarking.orgms, Fewer Is BetterMKL-DNN DNNL 1.1Harness: Convolution Batch conv_3d - Data Type: u8s8f322 x Xeon Platinum 8280EPYC 2 7R322 x Xeon Platinum 8275CL2 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Gold 6226R2 x Xeon Gold 5220RXeon Platinum 8280Xeon W-3275M2 x Xeon Silver 4216Xeon Platinum 8259CLXeon Gold 6226RXeon Gold 5220RXeon Gold 5218Xeon Silver 42163K6K9K12K15KSE +/- 7.97, N = 3SE +/- 25.92, N = 3SE +/- 4.78, N = 3SE +/- 0.59, N = 3SE +/- 11.90, N = 3SE +/- 7.22, N = 3SE +/- 10.40, N = 3SE +/- 3.52, N = 3SE +/- 11.11, N = 3SE +/- 41.02, N = 3SE +/- 109.20, N = 3SE +/- 5.52, N = 3SE +/- 9.11, N = 3SE +/- 11.33, N = 3SE +/- 2.59, N = 3SE +/- 13.03, N = 33005.483076.763250.893252.483548.603551.384821.244896.415919.946183.116329.947095.629374.609696.9211821.3012300.30MIN: 2934.55MIN: 3011.81MIN: 3176.52MIN: 3175.14MIN: 3529.41MIN: 3527.13MIN: 4760.44MIN: 4854.07MIN: 5895.99MIN: 5934.01MIN: 6190.58MIN: 7085.95MIN: 9350.22MIN: 9656.48MIN: 11811.3MIN: 122541. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl
OpenBenchmarking.orgms, Fewer Is BetterMKL-DNN DNNL 1.1Harness: Convolution Batch conv_3d - Data Type: u8s8f322 x Xeon Platinum 8280EPYC 2 7R322 x Xeon Platinum 8275CL2 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Gold 6226R2 x Xeon Gold 5220RXeon Platinum 8280Xeon W-3275M2 x Xeon Silver 4216Xeon Platinum 8259CLXeon Gold 6226RXeon Gold 5220RXeon Gold 5218Xeon Silver 42162K4K6K8K10KMin: 2989.81 / Avg: 3005.48 / Max: 3015.87Min: 3025.64 / Avg: 3076.76 / Max: 3109.75Min: 3241.39 / Avg: 3250.89 / Max: 3256.56Min: 3251.32 / Avg: 3252.48 / Max: 3253.21Min: 3534.72 / Avg: 3548.6 / Max: 3572.27Min: 3541.71 / Avg: 3551.38 / Max: 3565.51Min: 4810.42 / Avg: 4821.24 / Max: 4842.04Min: 4889.36 / Avg: 4896.41 / Max: 4900.09Min: 5908.76 / Avg: 5919.94 / Max: 5942.15Min: 6101.37 / Avg: 6183.11 / Max: 6230.15Min: 6214.71 / Avg: 6329.94 / Max: 6548.22Min: 7089.8 / Avg: 7095.62 / Max: 7106.66Min: 9357.68 / Avg: 9374.6 / Max: 9388.89Min: 9679.29 / Avg: 9696.92 / Max: 9718.07Min: 11817.7 / Avg: 11821.27 / Max: 11826.3Min: 12276.3 / Avg: 12300.27 / Max: 12321.11. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl

Intel MPI Benchmarks

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

OpenBenchmarking.orgAverage Msg/sec, More Is BetterIntel MPI Benchmarks 2019.3Test: IMB-P2P PingPong2 x Xeon Platinum 8275CL2 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Platinum 82802 x Xeon Gold 6226REPYC 2 7R32Xeon W-3275M2 x Xeon Gold 5220R2 x Xeon Silver 4216Xeon Platinum 8259CLXeon Platinum 8280Xeon Gold 6226RXeon Gold 5220RXeon Gold 5218Xeon Silver 42168M16M24M32M40MSE +/- 12198.08, N = 3SE +/- 131246.22, N = 3SE +/- 105849.64, N = 3SE +/- 80057.86, N = 3SE +/- 66348.18, N = 3SE +/- 41319.75, N = 3SE +/- 40509.97, N = 3SE +/- 59477.15, N = 3SE +/- 12631.77, N = 3SE +/- 20273.79, N = 3SE +/- 30074.61, N = 3SE +/- 33688.94, N = 3SE +/- 19484.28, N = 3SE +/- 20987.71, N = 3SE +/- 10529.89, N = 3SE +/- 7036.00, N = 335954425.3635888907.9932444647.4331988149.2531821690.5520467429.5220348261.0320246604.6219650424.3317176230.5416759832.2616653864.7710620968.6110276849.529066471.048923779.55MIN: 2889 / MAX: 93907202MIN: 2551 / MAX: 94279351MIN: 5770 / MAX: 85492119MIN: 9163 / MAX: 84595469MIN: 9950 / MAX: 90956260MIN: 7824 / MAX: 55096192MIN: 6272 / MAX: 47546902MIN: 5167 / MAX: 52108336MIN: 8143 / MAX: 56362584MIN: 7391 / MAX: 46585428MIN: 4962 / MAX: 43240261MIN: 5455 / MAX: 458333301. (CXX) g++ options: -O0 -pedantic -fopenmp -pthread -lmpi_cxx -lmpi
OpenBenchmarking.orgAverage Msg/sec, More Is BetterIntel MPI Benchmarks 2019.3Test: IMB-P2P PingPong2 x Xeon Platinum 8275CL2 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Platinum 82802 x Xeon Gold 6226REPYC 2 7R32Xeon W-3275M2 x Xeon Gold 5220R2 x Xeon Silver 4216Xeon Platinum 8259CLXeon Platinum 8280Xeon Gold 6226RXeon Gold 5220RXeon Gold 5218Xeon Silver 42166M12M18M24M30MMin: 35930054.09 / Avg: 35954425.36 / Max: 35967564.87Min: 35636376.39 / Avg: 35888907.99 / Max: 36077202.48Min: 32299174.48 / Avg: 32444647.43 / Max: 32650577.96Min: 31874237.74 / Avg: 31988149.25 / Max: 32142551.96Min: 31689288.78 / Avg: 31821690.55 / Max: 31895544.61Min: 20384799.22 / Avg: 20467429.52 / Max: 20509812.57Min: 20267510.13 / Avg: 20348261.03 / Max: 20394349.91Min: 20138852.35 / Avg: 20246604.62 / Max: 20344123.39Min: 19625161.48 / Avg: 19650424.33 / Max: 19663216.7Min: 17140043.39 / Avg: 17176230.54 / Max: 17210165.43Min: 16699690.26 / Avg: 16759832.26 / Max: 16790710.26Min: 16603340.48 / Avg: 16653864.77 / Max: 16717731.39Min: 10582128.87 / Avg: 10620968.61 / Max: 10643130.22Min: 10236605.26 / Avg: 10276849.52 / Max: 10307303.74Min: 9048892.61 / Avg: 9066471.04 / Max: 9085304.39Min: 8910134.35 / Avg: 8923779.55 / Max: 8933580.781. (CXX) g++ options: -O0 -pedantic -fopenmp -pthread -lmpi_cxx -lmpi

MKL-DNN DNNL

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

OpenBenchmarking.orgms, Fewer Is BetterMKL-DNN DNNL 1.1Harness: Deconvolution Batch deconv_1d - Data Type: u8s8f322 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Gold 6226RXeon Platinum 82802 x Xeon Platinum 8259CL2 x Xeon Platinum 8280Xeon Platinum 8259CLXeon W-3275MXeon Gold 6226R2 x Xeon Gold 5220R2 x Xeon Silver 4216Xeon Gold 5220RXeon Gold 5218Xeon Silver 4216EPYC 2 7R322004006008001000SE +/- 0.001652, N = 3SE +/- 0.001152, N = 3SE +/- 0.001016, N = 3SE +/- 0.001915, N = 3SE +/- 0.000361, N = 3SE +/- 0.000864, N = 3SE +/- 0.006813, N = 3SE +/- 0.000985, N = 3SE +/- 0.001267, N = 3SE +/- 0.000358, N = 3SE +/- 0.002792, N = 3SE +/- 0.003675, N = 3SE +/- 0.001194, N = 3SE +/- 0.001460, N = 3SE +/- 0.001246, N = 3SE +/- 4.136428, N = 30.3547140.3553620.3614140.3690600.3710360.3762220.3944550.4156140.4584220.5286320.5608900.7703000.8437090.9767301.2737501131.130000MIN: 1118.791. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl
OpenBenchmarking.orgms, Fewer Is BetterMKL-DNN DNNL 1.1Harness: Deconvolution Batch deconv_1d - Data Type: u8s8f322 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Gold 6226RXeon Platinum 82802 x Xeon Platinum 8259CL2 x Xeon Platinum 8280Xeon Platinum 8259CLXeon W-3275MXeon Gold 6226R2 x Xeon Gold 5220R2 x Xeon Silver 4216Xeon Gold 5220RXeon Gold 5218Xeon Silver 4216EPYC 2 7R322004006008001000Min: 0.35 / Avg: 0.35 / Max: 0.36Min: 0.35 / Avg: 0.36 / Max: 0.36Min: 0.36 / Avg: 0.36 / Max: 0.36Min: 0.37 / Avg: 0.37 / Max: 0.37Min: 0.37 / Avg: 0.37 / Max: 0.37Min: 0.37 / Avg: 0.38 / Max: 0.38Min: 0.38 / Avg: 0.39 / Max: 0.41Min: 0.41 / Avg: 0.42 / Max: 0.42Min: 0.46 / Avg: 0.46 / Max: 0.46Min: 0.53 / Avg: 0.53 / Max: 0.53Min: 0.56 / Avg: 0.56 / Max: 0.56Min: 0.76 / Avg: 0.77 / Max: 0.77Min: 0.84 / Avg: 0.84 / Max: 0.85Min: 0.98 / Avg: 0.98 / Max: 0.98Min: 1.27 / Avg: 1.27 / Max: 1.28Min: 1123.68 / Avg: 1131.13 / Max: 1137.971. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl

NAS Parallel Benchmarks

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

OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: EP.D2 x Xeon Platinum 82802 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Gold 6226R2 x Xeon Gold 5220REPYC 2 7R32Xeon Platinum 8280Xeon W-3275M2 x Xeon Silver 4216Xeon Platinum 8259CLXeon Gold 6226RXeon Gold 5220RXeon Gold 5218Xeon Silver 421613002600390052006500SE +/- 148.86, N = 12SE +/- 89.39, N = 3SE +/- 84.22, N = 3SE +/- 124.07, N = 12SE +/- 54.90, N = 4SE +/- 5.75, N = 3SE +/- 46.76, N = 4SE +/- 4.09, N = 3SE +/- 2.84, N = 3SE +/- 38.58, N = 4SE +/- 8.86, N = 3SE +/- 6.98, N = 3SE +/- 4.92, N = 3SE +/- 6.21, N = 36284.655310.165284.343969.603780.593570.463283.383210.523144.702677.642094.531966.611635.781571.491. (F9X) gfortran options: -O3 -march=native -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi2. 2 x Xeon Platinum 8280: Open MPI 4.0.3rc43. 2 x Xeon Platinum 8259CL: Open MPI 3.1.34. 2 x Xeon Platinum 8259CL NUMA off: Open MPI 3.1.35. 2 x Xeon Gold 6226R: Open MPI 4.0.3rc46. 2 x Xeon Gold 5220R: Open MPI 4.0.3rc47. EPYC 2 7R32: Open MPI 3.1.38. Xeon Platinum 8280: Open MPI 4.0.3rc49. Xeon W-3275M: Open MPI 3.1.310. 2 x Xeon Silver 4216: Open MPI 4.0.3rc411. Xeon Platinum 8259CL: Open MPI 3.1.312. Xeon Gold 6226R: Open MPI 4.0.3rc413. Xeon Gold 5220R: Open MPI 4.0.3rc414. Xeon Gold 5218: Open MPI 4.0.3rc415. Xeon Silver 4216: Open MPI 4.0.3rc4
OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: EP.D2 x Xeon Platinum 82802 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Gold 6226R2 x Xeon Gold 5220REPYC 2 7R32Xeon Platinum 8280Xeon W-3275M2 x Xeon Silver 4216Xeon Platinum 8259CLXeon Gold 6226RXeon Gold 5220RXeon Gold 5218Xeon Silver 421611002200330044005500Min: 4701.54 / Avg: 6284.65 / Max: 6575.23Min: 5131.81 / Avg: 5310.16 / Max: 5410.13Min: 5126.12 / Avg: 5284.34 / Max: 5413.51Min: 2633.08 / Avg: 3969.6 / Max: 4172.05Min: 3717.95 / Avg: 3780.59 / Max: 3944.66Min: 3559.68 / Avg: 3570.46 / Max: 3579.3Min: 3145.86 / Avg: 3283.38 / Max: 3354.94Min: 3202.35 / Avg: 3210.52 / Max: 3214.74Min: 3139.95 / Avg: 3144.7 / Max: 3149.76Min: 2562.02 / Avg: 2677.64 / Max: 2719.76Min: 2077.69 / Avg: 2094.53 / Max: 2107.74Min: 1952.65 / Avg: 1966.61 / Max: 1973.87Min: 1625.96 / Avg: 1635.78 / Max: 1641.15Min: 1559.59 / Avg: 1571.49 / Max: 1580.51. (F9X) gfortran options: -O3 -march=native -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi2. 2 x Xeon Platinum 8280: Open MPI 4.0.3rc43. 2 x Xeon Platinum 8259CL: Open MPI 3.1.34. 2 x Xeon Platinum 8259CL NUMA off: Open MPI 3.1.35. 2 x Xeon Gold 6226R: Open MPI 4.0.3rc46. 2 x Xeon Gold 5220R: Open MPI 4.0.3rc47. EPYC 2 7R32: Open MPI 3.1.38. Xeon Platinum 8280: Open MPI 4.0.3rc49. Xeon W-3275M: Open MPI 3.1.310. 2 x Xeon Silver 4216: Open MPI 4.0.3rc411. Xeon Platinum 8259CL: Open MPI 3.1.312. Xeon Gold 6226R: Open MPI 4.0.3rc413. Xeon Gold 5220R: Open MPI 4.0.3rc414. Xeon Gold 5218: Open MPI 4.0.3rc415. Xeon Silver 4216: Open MPI 4.0.3rc4

OSPray

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

OpenBenchmarking.orgFPS, More Is BetterOSPray 1.8.5Demo: Magnetic Reconnection - Renderer: SciVis2 x Xeon Platinum 82802 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Gold 5220R2 x Xeon Gold 6226RXeon Platinum 8280EPYC 2 7R32Xeon W-3275MXeon Platinum 8259CL2 x Xeon Silver 4216Xeon Gold 5220RXeon Gold 6226RXeon Gold 5218Xeon Silver 42161632486480SE +/- 0.00, N = 12SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 12SE +/- 0.88, N = 3SE +/- 0.00, N = 12SE +/- 0.00, N = 3SE +/- 0.60, N = 3SE +/- 0.00, N = 12SE +/- 0.27, N = 4SE +/- 0.00, N = 12SE +/- 0.16, N = 4SE +/- 0.00, N = 15SE +/- 0.08, N = 471.4362.5062.5058.8250.8847.6245.4542.8740.0040.0037.0432.5327.0325.4822.2217.94MIN: 15.87 / MAX: 76.92MIN: 58.82 / MAX: 66.67MIN: 18.52 / MAX: 66.67MIN: 52.63MIN: 16.95 / MAX: 55.56MIN: 16.67 / MAX: 50MIN: 20MIN: 38.46 / MAX: 43.48MIN: 38.46 / MAX: 41.67MIN: 37.04MIN: 33.33MIN: 14.93 / MAX: 33.33MIN: 24.39MIN: 24.39 / MAX: 25.64MIN: 21.28MIN: 16.95 / MAX: 18.18
OpenBenchmarking.orgFPS, More Is BetterOSPray 1.8.5Demo: Magnetic Reconnection - Renderer: SciVis2 x Xeon Platinum 82802 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Gold 5220R2 x Xeon Gold 6226RXeon Platinum 8280EPYC 2 7R32Xeon W-3275MXeon Platinum 8259CL2 x Xeon Silver 4216Xeon Gold 5220RXeon Gold 6226RXeon Gold 5218Xeon Silver 42161428425670Min: 71.43 / Avg: 71.43 / Max: 71.43Min: 62.5 / Avg: 62.5 / Max: 62.5Min: 62.5 / Avg: 62.5 / Max: 62.5Min: 58.82 / Avg: 58.82 / Max: 58.82Min: 50 / Avg: 50.88 / Max: 52.63Min: 47.62 / Avg: 47.62 / Max: 47.62Min: 45.45 / Avg: 45.45 / Max: 45.45Min: 41.67 / Avg: 42.87 / Max: 43.48Min: 37.04 / Avg: 37.04 / Max: 37.04Min: 32.26 / Avg: 32.53 / Max: 33.33Min: 27.03 / Avg: 27.03 / Max: 27.03Min: 25 / Avg: 25.48 / Max: 25.64Min: 22.22 / Avg: 22.22 / Max: 22.22Min: 17.86 / Avg: 17.94 / Max: 18.18

NAS Parallel Benchmarks

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

OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: EP.C2 x Xeon Platinum 82802 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Gold 6226R2 x Xeon Gold 5220REPYC 2 7R32Xeon Platinum 8280Xeon W-3275M2 x Xeon Silver 4216Xeon Platinum 8259CLXeon Gold 6226RXeon Gold 5220RXeon Gold 5218Xeon Silver 421613002600390052006500SE +/- 88.25, N = 3SE +/- 34.33, N = 3SE +/- 77.32, N = 3SE +/- 38.41, N = 3SE +/- 32.92, N = 3SE +/- 31.12, N = 3SE +/- 44.67, N = 3SE +/- 40.50, N = 3SE +/- 38.56, N = 4SE +/- 14.22, N = 3SE +/- 34.91, N = 3SE +/- 2.92, N = 3SE +/- 2.61, N = 3SE +/- 19.04, N = 56104.945059.025052.634005.263768.663485.993194.183025.112984.022641.322044.241863.151621.481545.501. (F9X) gfortran options: -O3 -march=native -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi2. 2 x Xeon Platinum 8280: Open MPI 4.0.3rc43. 2 x Xeon Platinum 8259CL NUMA off: Open MPI 3.1.34. 2 x Xeon Platinum 8259CL: Open MPI 3.1.35. 2 x Xeon Gold 6226R: Open MPI 4.0.3rc46. 2 x Xeon Gold 5220R: Open MPI 4.0.3rc47. EPYC 2 7R32: Open MPI 3.1.38. Xeon Platinum 8280: Open MPI 4.0.3rc49. Xeon W-3275M: Open MPI 3.1.310. 2 x Xeon Silver 4216: Open MPI 4.0.3rc411. Xeon Platinum 8259CL: Open MPI 3.1.312. Xeon Gold 6226R: Open MPI 4.0.3rc413. Xeon Gold 5220R: Open MPI 4.0.3rc414. Xeon Gold 5218: Open MPI 4.0.3rc415. Xeon Silver 4216: Open MPI 4.0.3rc4
OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: EP.C2 x Xeon Platinum 82802 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Gold 6226R2 x Xeon Gold 5220REPYC 2 7R32Xeon Platinum 8280Xeon W-3275M2 x Xeon Silver 4216Xeon Platinum 8259CLXeon Gold 6226RXeon Gold 5220RXeon Gold 5218Xeon Silver 421611002200330044005500Min: 5932.36 / Avg: 6104.94 / Max: 6223.27Min: 4995.12 / Avg: 5059.02 / Max: 5112.71Min: 4898.09 / Avg: 5052.63 / Max: 5134.94Min: 3963.62 / Avg: 4005.26 / Max: 4081.98Min: 3734.36 / Avg: 3768.66 / Max: 3834.48Min: 3424.02 / Avg: 3485.99 / Max: 3521.98Min: 3104.97 / Avg: 3194.18 / Max: 3242.83Min: 2944.61 / Avg: 3025.11 / Max: 3073.1Min: 2937.05 / Avg: 2984.02 / Max: 3099.13Min: 2613.87 / Avg: 2641.32 / Max: 2661.46Min: 1974.49 / Avg: 2044.24 / Max: 2081.81Min: 1857.46 / Avg: 1863.15 / Max: 1867.15Min: 1617.94 / Avg: 1621.48 / Max: 1626.57Min: 1469.5 / Avg: 1545.5 / Max: 1569.131. (F9X) gfortran options: -O3 -march=native -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi2. 2 x Xeon Platinum 8280: Open MPI 4.0.3rc43. 2 x Xeon Platinum 8259CL NUMA off: Open MPI 3.1.34. 2 x Xeon Platinum 8259CL: Open MPI 3.1.35. 2 x Xeon Gold 6226R: Open MPI 4.0.3rc46. 2 x Xeon Gold 5220R: Open MPI 4.0.3rc47. EPYC 2 7R32: Open MPI 3.1.38. Xeon Platinum 8280: Open MPI 4.0.3rc49. Xeon W-3275M: Open MPI 3.1.310. 2 x Xeon Silver 4216: Open MPI 4.0.3rc411. Xeon Platinum 8259CL: Open MPI 3.1.312. Xeon Gold 6226R: Open MPI 4.0.3rc413. Xeon Gold 5220R: Open MPI 4.0.3rc414. Xeon Gold 5218: Open MPI 4.0.3rc415. Xeon Silver 4216: Open MPI 4.0.3rc4

MKL-DNN DNNL

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

OpenBenchmarking.orgms, Fewer Is BetterMKL-DNN DNNL 1.1Harness: Deconvolution Batch deconv_all - Data Type: bf16bf16bf162 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 82802 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Gold 6226RXeon Platinum 82802 x Xeon Gold 5220RXeon W-3275MXeon Platinum 8259CL2 x Xeon Silver 4216Xeon Gold 6226RXeon Gold 5220RXeon Gold 5218Xeon Silver 421614002800420056007000SE +/- 3.70, N = 3SE +/- 16.35, N = 3SE +/- 0.87, N = 3SE +/- 0.13, N = 3SE +/- 0.44, N = 3SE +/- 5.08, N = 3SE +/- 5.43, N = 3SE +/- 3.03, N = 3SE +/- 4.61, N = 3SE +/- 0.16, N = 3SE +/- 3.93, N = 3SE +/- 1.02, N = 3SE +/- 3.12, N = 3SE +/- 0.83, N = 3SE +/- 0.10, N = 31705.351730.801779.151904.281904.452169.932935.993152.413293.943368.213600.953966.735695.586721.026721.54MIN: 1696.57MIN: 1701.4MIN: 1772.45MIN: 1898.87MIN: 1899.24MIN: 2158.31MIN: 2926MIN: 3140.75MIN: 3137.48MIN: 3365.01MIN: 3588.76MIN: 3962.44MIN: 5644.95MIN: 6716.04MIN: 6717.721. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl
OpenBenchmarking.orgms, Fewer Is BetterMKL-DNN DNNL 1.1Harness: Deconvolution Batch deconv_all - Data Type: bf16bf16bf162 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 82802 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Gold 6226RXeon Platinum 82802 x Xeon Gold 5220RXeon W-3275MXeon Platinum 8259CL2 x Xeon Silver 4216Xeon Gold 6226RXeon Gold 5220RXeon Gold 5218Xeon Silver 421612002400360048006000Min: 1701.36 / Avg: 1705.35 / Max: 1712.74Min: 1711.83 / Avg: 1730.8 / Max: 1763.35Min: 1777.42 / Avg: 1779.15 / Max: 1780.16Min: 1904.05 / Avg: 1904.28 / Max: 1904.48Min: 1903.65 / Avg: 1904.45 / Max: 1905.17Min: 2162.99 / Avg: 2169.93 / Max: 2179.82Min: 2930.24 / Avg: 2935.99 / Max: 2946.84Min: 3146.36 / Avg: 3152.41 / Max: 3155.6Min: 3285.95 / Avg: 3293.94 / Max: 3301.93Min: 3367.92 / Avg: 3368.21 / Max: 3368.45Min: 3595.14 / Avg: 3600.95 / Max: 3608.44Min: 3965.48 / Avg: 3966.73 / Max: 3968.75Min: 5690.13 / Avg: 5695.58 / Max: 5700.93Min: 6719.99 / Avg: 6721.02 / Max: 6722.66Min: 6721.35 / Avg: 6721.54 / Max: 6721.71. (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: Deconvolution Batch deconv_3d - Data Type: u8s8f322 x Xeon Platinum 8280EPYC 2 7R322 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Gold 6226R2 x Xeon Gold 5220RXeon Platinum 82802 x Xeon Silver 4216Xeon W-3275MXeon Platinum 8259CLXeon Gold 6226RXeon Gold 5220RXeon Gold 5218Xeon Silver 421616003200480064008000SE +/- 5.70, N = 3SE +/- 3.22, N = 3SE +/- 2.13, N = 3SE +/- 0.43, N = 3SE +/- 3.00, N = 3SE +/- 22.00, N = 3SE +/- 2.41, N = 3SE +/- 3.26, N = 3SE +/- 2.14, N = 3SE +/- 2.28, N = 3SE +/- 48.27, N = 3SE +/- 0.90, N = 3SE +/- 5.07, N = 3SE +/- 5.71, N = 3SE +/- 2.58, N = 3SE +/- 0.67, N = 31893.721899.242057.932059.032238.052252.672987.083112.363716.983849.133852.374426.065864.266072.577189.037457.86MIN: 1871.79MIN: 1888.24MIN: 2050.62MIN: 2054.86MIN: 2230.65MIN: 2229.49MIN: 2977.12MIN: 3107.3MIN: 3705.72MIN: 3842.7MIN: 3728.62MIN: 4423.17MIN: 5830.88MIN: 6048.56MIN: 7180.23MIN: 7454.841. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl
OpenBenchmarking.orgms, Fewer Is BetterMKL-DNN DNNL 1.1Harness: Deconvolution Batch deconv_3d - Data Type: u8s8f322 x Xeon Platinum 8280EPYC 2 7R322 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Gold 6226R2 x Xeon Gold 5220RXeon Platinum 82802 x Xeon Silver 4216Xeon W-3275MXeon Platinum 8259CLXeon Gold 6226RXeon Gold 5220RXeon Gold 5218Xeon Silver 421613002600390052006500Min: 1885.22 / Avg: 1893.72 / Max: 1904.56Min: 1893.69 / Avg: 1899.24 / Max: 1904.84Min: 2053.77 / Avg: 2057.93 / Max: 2060.78Min: 2058.27 / Avg: 2059.03 / Max: 2059.76Min: 2232.39 / Avg: 2238.05 / Max: 2242.59Min: 2230.43 / Avg: 2252.67 / Max: 2296.67Min: 2982.26 / Avg: 2987.08 / Max: 2989.77Min: 3108.11 / Avg: 3112.36 / Max: 3118.76Min: 3713.25 / Avg: 3716.98 / Max: 3720.68Min: 3845.26 / Avg: 3849.13 / Max: 3853.16Min: 3768.03 / Avg: 3852.37 / Max: 3935.21Min: 4424.77 / Avg: 4426.06 / Max: 4427.79Min: 5854.16 / Avg: 5864.26 / Max: 5870.05Min: 6063.14 / Avg: 6072.57 / Max: 6082.86Min: 7185.36 / Avg: 7189.03 / Max: 7194.01Min: 7456.55 / Avg: 7457.86 / Max: 7458.751. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl

Blender

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

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.82Blend File: BMW27 - Compute: CPU-Only2 x Xeon Platinum 82802 x Xeon Platinum 8275CL2 x Xeon Platinum 8275CL NUMA offEPYC 2 7R322 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Gold 6226R2 x Xeon Gold 5220RXeon Platinum 8280Xeon W-3275M2 x Xeon Silver 4216Xeon Platinum 8259CLXeon Gold 6226RXeon Gold 5220RXeon Silver 4216Xeon Gold 5218306090120150SE +/- 0.09, N = 3SE +/- 0.14, N = 3SE +/- 0.08, N = 3SE +/- 0.10, N = 3SE +/- 0.11, N = 3SE +/- 0.05, N = 3SE +/- 0.04, N = 3SE +/- 0.13, N = 3SE +/- 0.09, N = 3SE +/- 0.12, N = 3SE +/- 0.15, N = 3SE +/- 0.14, N = 3SE +/- 0.17, N = 3SE +/- 0.23, N = 3SE +/- 0.29, N = 3SE +/- 0.28, N = 338.7941.6841.7241.7647.6348.0059.4560.6769.8074.9678.7286.89111.82113.30149.02149.39
OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.82Blend File: BMW27 - Compute: CPU-Only2 x Xeon Platinum 82802 x Xeon Platinum 8275CL2 x Xeon Platinum 8275CL NUMA offEPYC 2 7R322 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Gold 6226R2 x Xeon Gold 5220RXeon Platinum 8280Xeon W-3275M2 x Xeon Silver 4216Xeon Platinum 8259CLXeon Gold 6226RXeon Gold 5220RXeon Silver 4216Xeon Gold 5218306090120150Min: 38.65 / Avg: 38.79 / Max: 38.96Min: 41.52 / Avg: 41.68 / Max: 41.95Min: 41.57 / Avg: 41.72 / Max: 41.81Min: 41.6 / Avg: 41.76 / Max: 41.93Min: 47.42 / Avg: 47.63 / Max: 47.8Min: 47.94 / Avg: 48 / Max: 48.1Min: 59.38 / Avg: 59.45 / Max: 59.53Min: 60.42 / Avg: 60.67 / Max: 60.86Min: 69.64 / Avg: 69.8 / Max: 69.96Min: 74.78 / Avg: 74.96 / Max: 75.19Min: 78.43 / Avg: 78.72 / Max: 78.87Min: 86.66 / Avg: 86.89 / Max: 87.14Min: 111.51 / Avg: 111.82 / Max: 112.11Min: 112.98 / Avg: 113.3 / Max: 113.74Min: 148.71 / Avg: 149.02 / Max: 149.61Min: 148.85 / Avg: 149.39 / Max: 149.82

Embree

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

OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 3.6.1Binary: Pathtracer - Model: CrownEPYC 2 7R322 x Xeon Platinum 82802 x Xeon Platinum 8275CL2 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Gold 5220R2 x Xeon Gold 6226RXeon Platinum 8280Xeon W-3275M2 x Xeon Silver 4216Xeon Platinum 8259CLXeon Gold 5220RXeon Gold 6226RXeon Silver 4216Xeon Gold 52181122334455SE +/- 0.08, N = 3SE +/- 0.09, N = 3SE +/- 0.12, N = 3SE +/- 0.17, N = 3SE +/- 0.17, N = 3SE +/- 0.15, N = 3SE +/- 0.05, N = 3SE +/- 0.09, N = 3SE +/- 0.04, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.02, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 347.6545.6141.7941.3938.1238.1029.5228.9626.2824.5523.2721.3816.0515.9912.4312.39MIN: 46.77 / MAX: 49.17MIN: 44.2 / MAX: 47.35MIN: 40.7 / MAX: 42.99MIN: 40.34 / MAX: 42.73MIN: 37.03 / MAX: 39.42MIN: 37.24 / MAX: 39.22MIN: 29.05 / MAX: 30.15MIN: 28.49 / MAX: 29.56MIN: 25.64 / MAX: 26.64MIN: 24.09 / MAX: 24.98MIN: 23 / MAX: 23.64MIN: 21.05 / MAX: 21.63MIN: 15.89 / MAX: 16.22MIN: 15.9 / MAX: 16.17MIN: 12.35 / MAX: 12.55MIN: 12.32 / MAX: 12.5
OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 3.6.1Binary: Pathtracer - Model: CrownEPYC 2 7R322 x Xeon Platinum 82802 x Xeon Platinum 8275CL2 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Gold 5220R2 x Xeon Gold 6226RXeon Platinum 8280Xeon W-3275M2 x Xeon Silver 4216Xeon Platinum 8259CLXeon Gold 5220RXeon Gold 6226RXeon Silver 4216Xeon Gold 52181020304050Min: 47.51 / Avg: 47.65 / Max: 47.79Min: 45.43 / Avg: 45.61 / Max: 45.73Min: 41.54 / Avg: 41.79 / Max: 41.92Min: 41.1 / Avg: 41.39 / Max: 41.67Min: 37.84 / Avg: 38.12 / Max: 38.43Min: 37.93 / Avg: 38.1 / Max: 38.41Min: 29.42 / Avg: 29.52 / Max: 29.6Min: 28.79 / Avg: 28.96 / Max: 29.1Min: 26.21 / Avg: 26.28 / Max: 26.34Min: 24.5 / Avg: 24.55 / Max: 24.59Min: 23.23 / Avg: 23.27 / Max: 23.32Min: 21.33 / Avg: 21.38 / Max: 21.42Min: 16.01 / Avg: 16.05 / Max: 16.09Min: 15.99 / Avg: 15.99 / Max: 16Min: 12.41 / Avg: 12.43 / Max: 12.45Min: 12.38 / Avg: 12.39 / Max: 12.4

Stockfish

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

OpenBenchmarking.orgNodes Per Second, More Is BetterStockfish 9Total Time2 x Xeon Platinum 8280EPYC 2 7R322 x Xeon Platinum 8275CL2 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Gold 6226R2 x Xeon Gold 5220RXeon Platinum 8280Xeon W-3275M2 x Xeon Silver 4216Xeon Platinum 8259CLXeon Gold 6226RXeon Gold 5220RXeon Gold 5218Xeon Silver 421630M60M90M120M150MSE +/- 902995.35, N = 3SE +/- 1223161.47, N = 3SE +/- 734636.23, N = 3SE +/- 996126.46, N = 3SE +/- 102308.18, N = 3SE +/- 336693.20, N = 3SE +/- 956232.23, N = 3SE +/- 316618.77, N = 3SE +/- 829358.84, N = 3SE +/- 709349.35, N = 3SE +/- 553774.93, N = 3SE +/- 114508.53, N = 3SE +/- 324752.06, N = 3SE +/- 184471.68, N = 3SE +/- 188043.56, N = 3SE +/- 406404.40, N = 3119715795116765028109874307108412514104106676103513853752037297423582962891312611706516056969654437117397762923816732632424332311745761. (CXX) g++ options: -m64 -lpthread -fno-exceptions -std=c++11 -pedantic -O3 -msse -msse3 -mpopcnt -flto
OpenBenchmarking.orgNodes Per Second, More Is BetterStockfish 9Total Time2 x Xeon Platinum 8280EPYC 2 7R322 x Xeon Platinum 8275CL2 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Gold 6226R2 x Xeon Gold 5220RXeon Platinum 8280Xeon W-3275M2 x Xeon Silver 4216Xeon Platinum 8259CLXeon Gold 6226RXeon Gold 5220RXeon Gold 5218Xeon Silver 421620M40M60M80M100MMin: 118301902 / Avg: 119715795 / Max: 121395820Min: 114332425 / Avg: 116765027.67 / Max: 118205394Min: 108855832 / Avg: 109874307 / Max: 111300661Min: 106508310 / Avg: 108412514.33 / Max: 109871872Min: 103907764 / Avg: 104106676 / Max: 104247682Min: 103170240 / Avg: 103513853.33 / Max: 104187192Min: 74074620 / Avg: 75203728.67 / Max: 77105061Min: 73620832 / Avg: 74235829 / Max: 74674004Min: 61422165 / Avg: 62891312 / Max: 64292754Min: 60083649 / Avg: 61170651.33 / Max: 62503677Min: 59872841 / Avg: 60569696 / Max: 61663640Min: 54219455 / Avg: 54437117 / Max: 54607625Min: 39279404 / Avg: 39776292.33 / Max: 40386977Min: 37814147 / Avg: 38167326 / Max: 38436316Min: 32052041 / Avg: 32424332 / Max: 32656637Min: 30397635 / Avg: 31174576 / Max: 317698451. (CXX) g++ options: -m64 -lpthread -fno-exceptions -std=c++11 -pedantic -O3 -msse -msse3 -mpopcnt -flto

asmFish

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

OpenBenchmarking.orgNodes/second, More Is BetterasmFish 2018-07-231024 Hash Memory, 26 Depth2 x Xeon Platinum 82802 x Xeon Platinum 8259CL2 x Xeon Platinum 8275CLEPYC 2 7R322 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8275CL NUMA off2 x Xeon Gold 5220R2 x Xeon Gold 6226RXeon Platinum 82802 x Xeon Silver 4216Xeon W-3275MXeon Platinum 8259CLXeon Gold 6226RXeon Gold 5220RXeon Gold 5218Xeon Silver 421630M60M90M120M150MSE +/- 491864.96, N = 3SE +/- 1707658.59, N = 3SE +/- 1547569.18, N = 3SE +/- 617926.69, N = 3SE +/- 1538634.72, N = 3SE +/- 669620.24, N = 3SE +/- 107032.55, N = 3SE +/- 983078.22, N = 3SE +/- 450047.19, N = 3SE +/- 49212.27, N = 3SE +/- 845752.34, N = 4SE +/- 95127.60, N = 3SE +/- 606619.65, N = 3SE +/- 375245.33, N = 3SE +/- 274137.19, N = 3SE +/- 274506.10, N = 313383989611991235711954990111327897710507060610303395585501851838945146876207566895810662256415935079444614925432179393656181735085496
OpenBenchmarking.orgNodes/second, More Is BetterasmFish 2018-07-231024 Hash Memory, 26 Depth2 x Xeon Platinum 82802 x Xeon Platinum 8259CL2 x Xeon Platinum 8275CLEPYC 2 7R322 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8275CL NUMA off2 x Xeon Gold 5220R2 x Xeon Gold 6226RXeon Platinum 82802 x Xeon Silver 4216Xeon W-3275MXeon Platinum 8259CLXeon Gold 6226RXeon Gold 5220RXeon Gold 5218Xeon Silver 421620M40M60M80M100MMin: 132859090 / Avg: 133839896.33 / Max: 134395932Min: 117343840 / Avg: 119912357 / Max: 123146060Min: 116459748 / Avg: 119549901 / Max: 121247053Min: 112084673 / Avg: 113278976.67 / Max: 114151318Min: 103400303 / Avg: 105070606 / Max: 108144006Min: 101733590 / Avg: 103033955.33 / Max: 103961557Min: 85309500 / Avg: 85501851 / Max: 85679382Min: 82633664 / Avg: 83894513.67 / Max: 85831469Min: 68208775 / Avg: 68762075.33 / Max: 69653560Min: 66834317 / Avg: 66895810 / Max: 66993111Min: 65037473 / Avg: 66225640.5 / Max: 68735170Min: 59171488 / Avg: 59350794 / Max: 59495536Min: 43508527 / Avg: 44614925 / Max: 45599256Min: 42571031 / Avg: 43217939.33 / Max: 43870877Min: 36074679 / Avg: 36561816.67 / Max: 37023276Min: 34590907 / Avg: 35085496.33 / Max: 35539181

Chaos Group V-RAY

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

OpenBenchmarking.orgKsamples, More Is BetterChaos Group V-RAY 4.10.07Mode: CPU2 x Xeon Platinum 8280EPYC 2 7R322 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Gold 5220R2 x Xeon Gold 6226RXeon Platinum 8280Xeon W-3275MXeon Platinum 8259CL2 x Xeon Silver 4216Xeon Gold 6226RXeon Gold 5220RXeon Silver 4216Xeon Gold 521814K28K42K56K70KSE +/- 474.70, N = 3SE +/- 183.86, N = 3SE +/- 399.24, N = 3SE +/- 223.71, N = 3SE +/- 48.95, N = 3SE +/- 332.60, N = 3SE +/- 178.87, N = 3SE +/- 369.19, N = 3SE +/- 306.00, N = 3SE +/- 401.71, N = 3SE +/- 88.49, N = 3SE +/- 223.28, N = 3SE +/- 58.00, N = 3SE +/- 50.25, N = 3SE +/- 34.43, N = 3SE +/- 69.72, N = 364331628975852558326530515180340270347493471033014290612759222074218861710516981
OpenBenchmarking.orgKsamples, More Is BetterChaos Group V-RAY 4.10.07Mode: CPU2 x Xeon Platinum 8280EPYC 2 7R322 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Gold 5220R2 x Xeon Gold 6226RXeon Platinum 8280Xeon W-3275MXeon Platinum 8259CL2 x Xeon Silver 4216Xeon Gold 6226RXeon Gold 5220RXeon Silver 4216Xeon Gold 521811K22K33K44K55KMin: 63402 / Avg: 64331 / Max: 64965Min: 62555 / Avg: 62897 / Max: 63185Min: 57740 / Avg: 58525 / Max: 59044Min: 57950 / Avg: 58326 / Max: 58724Min: 52978 / Avg: 53051 / Max: 53144Min: 51196 / Avg: 51803.33 / Max: 52342Min: 39927 / Avg: 40269.67 / Max: 40530Min: 34096 / Avg: 34749 / Max: 35374Min: 34178 / Avg: 34710 / Max: 35238Min: 32367 / Avg: 33014 / Max: 33750Min: 28964 / Avg: 29061.33 / Max: 29238Min: 27356 / Avg: 27591.67 / Max: 28038Min: 22016 / Avg: 22074 / Max: 22190Min: 21800 / Avg: 21885.67 / Max: 21974Min: 17055 / Avg: 17105 / Max: 17171Min: 16856 / Avg: 16981 / Max: 17097

Embree

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

OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 3.6.1Binary: Pathtracer - Model: Asian Dragon2 x Xeon Platinum 8280EPYC 2 7R322 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Gold 5220R2 x Xeon Gold 6226RXeon Platinum 8280Xeon W-3275M2 x Xeon Silver 4216Xeon Platinum 8259CLXeon Gold 5220RXeon Gold 6226RXeon Gold 5218Xeon Silver 42161326395265SE +/- 0.16, N = 3SE +/- 0.06, N = 3SE +/- 0.08, N = 3SE +/- 0.38, N = 3SE +/- 0.19, N = 3SE +/- 0.32, N = 3SE +/- 0.05, N = 3SE +/- 0.03, N = 3SE +/- 0.04, N = 3SE +/- 0.05, N = 3SE +/- 0.05, N = 3SE +/- 0.05, N = 3SE +/- 0.04, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.03, N = 357.4952.9546.9146.7945.7740.0835.8834.6932.2530.1128.2026.0619.6119.3515.3115.28MIN: 55.98 / MAX: 58.87MIN: 52.3 / MAX: 53.84MIN: 46.17 / MAX: 47.87MIN: 44.43 / MAX: 47.97MIN: 44.89 / MAX: 47.26MIN: 37.64 / MAX: 43.58MIN: 35.51 / MAX: 36.33MIN: 34.44 / MAX: 35.19MIN: 32 / MAX: 32.54MIN: 29.8 / MAX: 30.54MIN: 27.97 / MAX: 28.53MIN: 25.85 / MAX: 26.28MIN: 19.5 / MAX: 19.79MIN: 19.28 / MAX: 19.48MIN: 15.25 / MAX: 15.4MIN: 15.18 / MAX: 15.39
OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 3.6.1Binary: Pathtracer - Model: Asian Dragon2 x Xeon Platinum 8280EPYC 2 7R322 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Gold 5220R2 x Xeon Gold 6226RXeon Platinum 8280Xeon W-3275M2 x Xeon Silver 4216Xeon Platinum 8259CLXeon Gold 5220RXeon Gold 6226RXeon Gold 5218Xeon Silver 42161122334455Min: 57.18 / Avg: 57.49 / Max: 57.73Min: 52.84 / Avg: 52.95 / Max: 53.04Min: 46.78 / Avg: 46.91 / Max: 47.06Min: 46.05 / Avg: 46.79 / Max: 47.28Min: 45.52 / Avg: 45.77 / Max: 46.13Min: 39.52 / Avg: 40.08 / Max: 40.62Min: 35.77 / Avg: 35.88 / Max: 35.94Min: 34.64 / Avg: 34.69 / Max: 34.74Min: 32.19 / Avg: 32.25 / Max: 32.33Min: 30.04 / Avg: 30.11 / Max: 30.2Min: 28.12 / Avg: 28.2 / Max: 28.29Min: 25.96 / Avg: 26.06 / Max: 26.12Min: 19.57 / Avg: 19.61 / Max: 19.68Min: 19.33 / Avg: 19.35 / Max: 19.36Min: 15.28 / Avg: 15.31 / Max: 15.32Min: 15.22 / Avg: 15.28 / Max: 15.33

OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 3.6.1Binary: Pathtracer - Model: Asian Dragon Obj2 x Xeon Platinum 8280EPYC 2 7R322 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Gold 5220R2 x Xeon Gold 6226RXeon Platinum 8280Xeon W-3275M2 x Xeon Silver 4216Xeon Platinum 8259CLXeon Gold 5220RXeon Gold 6226RXeon Silver 4216Xeon Gold 52181224364860SE +/- 0.11, N = 3SE +/- 0.03, N = 3SE +/- 0.04, N = 3SE +/- 0.05, N = 3SE +/- 0.09, N = 3SE +/- 0.34, N = 3SE +/- 0.05, N = 3SE +/- 0.01, N = 3SE +/- 0.06, N = 3SE +/- 0.01, N = 3SE +/- 0.05, N = 3SE +/- 0.02, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 351.7947.5842.7642.4940.8535.6732.3331.3129.2127.2025.5023.7217.8017.4213.8813.85MIN: 50.62 / MAX: 53.17MIN: 46.92 / MAX: 48.74MIN: 42.06 / MAX: 43.59MIN: 41.76 / MAX: 43.28MIN: 40.1 / MAX: 42.54MIN: 34.25 / MAX: 38.16MIN: 31.97 / MAX: 32.83MIN: 31.07 / MAX: 31.76MIN: 28.89 / MAX: 29.61MIN: 26.82 / MAX: 27.54MIN: 25.3 / MAX: 25.83MIN: 23.57 / MAX: 23.92MIN: 17.67 / MAX: 17.93MIN: 17.34 / MAX: 17.59MIN: 13.82 / MAX: 13.97MIN: 13.79 / MAX: 13.97
OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 3.6.1Binary: Pathtracer - Model: Asian Dragon Obj2 x Xeon Platinum 8280EPYC 2 7R322 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Gold 5220R2 x Xeon Gold 6226RXeon Platinum 8280Xeon W-3275M2 x Xeon Silver 4216Xeon Platinum 8259CLXeon Gold 5220RXeon Gold 6226RXeon Silver 4216Xeon Gold 52181020304050Min: 51.64 / Avg: 51.79 / Max: 51.99Min: 47.52 / Avg: 47.58 / Max: 47.62Min: 42.68 / Avg: 42.76 / Max: 42.81Min: 42.4 / Avg: 42.49 / Max: 42.54Min: 40.69 / Avg: 40.85 / Max: 41Min: 35.13 / Avg: 35.67 / Max: 36.29Min: 32.23 / Avg: 32.33 / Max: 32.42Min: 31.29 / Avg: 31.31 / Max: 31.33Min: 29.1 / Avg: 29.21 / Max: 29.29Min: 27.17 / Avg: 27.2 / Max: 27.21Min: 25.45 / Avg: 25.5 / Max: 25.59Min: 23.69 / Avg: 23.72 / Max: 23.75Min: 17.74 / Avg: 17.8 / Max: 17.83Min: 17.39 / Avg: 17.42 / Max: 17.48Min: 13.86 / Avg: 13.88 / Max: 13.9Min: 13.83 / Avg: 13.85 / Max: 13.9

Blender

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

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.82Blend File: Fishy Cat - Compute: CPU-OnlyEPYC 2 7R322 x Xeon Platinum 82802 x Xeon Platinum 8275CL2 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Gold 6226R2 x Xeon Gold 5220RXeon Platinum 8280Xeon W-3275M2 x Xeon Silver 4216Xeon Platinum 8259CLXeon Gold 6226RXeon Gold 5220RXeon Gold 5218Xeon Silver 421650100150200250SE +/- 0.05, N = 3SE +/- 0.03, N = 3SE +/- 0.05, N = 3SE +/- 0.13, N = 3SE +/- 0.11, N = 3SE +/- 0.14, N = 3SE +/- 0.20, N = 3SE +/- 0.06, N = 3SE +/- 0.16, N = 3SE +/- 0.05, N = 3SE +/- 0.19, N = 3SE +/- 0.08, N = 3SE +/- 0.05, N = 3SE +/- 0.11, N = 3SE +/- 0.05, N = 3SE +/- 0.07, N = 365.6766.3969.9370.0479.0079.2296.4198.24110.67118.09125.35134.22173.95175.95229.28229.71
OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.82Blend File: Fishy Cat - Compute: CPU-OnlyEPYC 2 7R322 x Xeon Platinum 82802 x Xeon Platinum 8275CL2 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Gold 6226R2 x Xeon Gold 5220RXeon Platinum 8280Xeon W-3275M2 x Xeon Silver 4216Xeon Platinum 8259CLXeon Gold 6226RXeon Gold 5220RXeon Gold 5218Xeon Silver 42164080120160200Min: 65.57 / Avg: 65.67 / Max: 65.75Min: 66.35 / Avg: 66.39 / Max: 66.46Min: 69.84 / Avg: 69.93 / Max: 70Min: 69.79 / Avg: 70.04 / Max: 70.21Min: 78.87 / Avg: 79 / Max: 79.22Min: 78.97 / Avg: 79.22 / Max: 79.46Min: 96.04 / Avg: 96.41 / Max: 96.73Min: 98.14 / Avg: 98.24 / Max: 98.36Min: 110.36 / Avg: 110.67 / Max: 110.9Min: 118 / Avg: 118.09 / Max: 118.18Min: 125.12 / Avg: 125.35 / Max: 125.72Min: 134.07 / Avg: 134.22 / Max: 134.34Min: 173.9 / Avg: 173.95 / Max: 174.04Min: 175.74 / Avg: 175.95 / Max: 176.1Min: 229.2 / Avg: 229.28 / Max: 229.38Min: 229.6 / Avg: 229.71 / Max: 229.85

MKL-DNN DNNL

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

OpenBenchmarking.orgms, Fewer Is BetterMKL-DNN DNNL 1.1Harness: IP Batch 1D - Data Type: bf16bf16bf162 x Xeon Gold 6226R2 x Xeon Platinum 82802 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CLXeon Platinum 8280Xeon W-3275M2 x Xeon Silver 4216Xeon Platinum 8259CLXeon Gold 6226R2 x Xeon Gold 5220RXeon Gold 5220RXeon Gold 5218Xeon Silver 42163691215SE +/- 0.00482, N = 3SE +/- 0.01183, N = 3SE +/- 0.00386, N = 3SE +/- 0.00988, N = 3SE +/- 0.00913, N = 3SE +/- 0.00431, N = 3SE +/- 0.00377, N = 3SE +/- 0.02664, N = 3SE +/- 0.01534, N = 3SE +/- 0.00262, N = 3SE +/- 0.00265, N = 3SE +/- 0.02081, N = 3SE +/- 0.02077, N = 3SE +/- 0.00212, N = 3SE +/- 0.02765, N = 33.212813.659644.060414.103694.464404.489184.831705.563045.565005.699005.714395.727918.685908.8271010.90140MIN: 2.99MIN: 3.47MIN: 3.85MIN: 3.91MIN: 4.28MIN: 4.31MIN: 4.76MIN: 5.04MIN: 5.18MIN: 5.57MIN: 5.6MIN: 5.56MIN: 8.38MIN: 8.65MIN: 10.121. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl
OpenBenchmarking.orgms, Fewer Is BetterMKL-DNN DNNL 1.1Harness: IP Batch 1D - Data Type: bf16bf16bf162 x Xeon Gold 6226R2 x Xeon Platinum 82802 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CLXeon Platinum 8280Xeon W-3275M2 x Xeon Silver 4216Xeon Platinum 8259CLXeon Gold 6226R2 x Xeon Gold 5220RXeon Gold 5220RXeon Gold 5218Xeon Silver 42163691215Min: 3.2 / Avg: 3.21 / Max: 3.22Min: 3.64 / Avg: 3.66 / Max: 3.68Min: 4.06 / Avg: 4.06 / Max: 4.07Min: 4.09 / Avg: 4.1 / Max: 4.12Min: 4.45 / Avg: 4.46 / Max: 4.48Min: 4.48 / Avg: 4.49 / Max: 4.49Min: 4.82 / Avg: 4.83 / Max: 4.84Min: 5.51 / Avg: 5.56 / Max: 5.59Min: 5.54 / Avg: 5.57 / Max: 5.59