Xeon Tests

AMD EPYC 7R32 48-Core testing with a Supermicro H11SSL-i v2.00 (2.1 BIOS) and llvmpipe 126GB on Ubuntu 19.10 via the Phoronix Test Suite.

Compare your own system(s) to this result file with the Phoronix Test Suite by running the command: phoronix-test-suite benchmark 2008226-VE-2004196VE87
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AV1 2 Tests
Bioinformatics 2 Tests
Chess Test Suite 2 Tests
Timed Code Compilation 5 Tests
C/C++ Compiler Tests 16 Tests
Compression Tests 2 Tests
CPU Massive 27 Tests
Creator Workloads 14 Tests
Cryptography 3 Tests
Encoding 3 Tests
Fortran Tests 4 Tests
Game Development 3 Tests
HPC - High Performance Computing 13 Tests
Java 2 Tests
Machine Learning 4 Tests
Molecular Dynamics 3 Tests
MPI Benchmarks 5 Tests
Multi-Core 28 Tests
NVIDIA GPU Compute 4 Tests
Intel oneAPI 4 Tests
OpenMPI Tests 6 Tests
Programmer / Developer System Benchmarks 9 Tests
Python 5 Tests
Renderers 7 Tests
Scientific Computing 6 Tests
Server 2 Tests
Server CPU Tests 22 Tests
Single-Threaded 6 Tests
Video Encoding 3 Tests
Common Workstation Benchmarks 2 Tests

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Identifier
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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
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  9 Hours, 53 Minutes

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Xeon 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 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)800x600OpenBenchmarking.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 -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: 0x8301034Java 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)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 3.7.5Security 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 affectedOpenCL 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 7R32Logarithmic Result OverviewPhoronix Test Suite 10.4.0m1MKL-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 BenchmarkPHPBenchNettlePyBenchNumpy BenchmarklzbenchZstd CompressionRenaissanceScikit-LearnHimeno BenchmarkRadiance BenchmarkDaCapo Benchmark

Xeon 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: Deconvolution Batch deconv_3d - f32mkl-dnn: Convolution Batch conv_all - f32mkl-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: IP Batch All - u8s8f32mkl-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 Objluxcorerender: Rainbow Colors and Prismblender: Classroom - CPU-Onlymkl-dnn: Deconvolution Batch deconv_1d - f32namd: 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 - bf16bf16bf16npb: SP.Bblender: Barbershop - CPU-Onlylammps: Rhodopsin Proteinmkl-dnn: IP Batch 1D - f32appleseed: 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 Analysismlpack: scikit_qdapgbench: Buffer Test - Normal Load - Read Writerenaissance: Apache Spark Bayesmlpack: scikit_icadeepspeech: CPUbuild2: Time To Compilemlpack: scikit_linearridgeregressionsvt-vp9: Visual Quality Optimized - Bosphorus 1080pbuild-gcc: Time To Compilebuild-gdb: Time To Compilepyperformance: python_startupappleseed: Material Testernettle: poly1305-aesnettle: chachanettle: aes256lzbench: Crush 0 - Decompressionphpbench: PHP Benchmark Suitepyperformance: floatpyperformance: django_templatelzbench: 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: sha512scikit-learn: himeno: Poisson Pressure Solverradiance: Serialradiance: SMP Parallellzbench: Crush 0 - Compressionrenaissance: Apache Spark PageRankpyperformance: regex_compiledacapobench: Jythontungsten: Water Causticlzbench: Zstd 8 - Compressionrenaissance: Scala Dottycloverleaf: Lagrangian-Eulerian Hydrodynamicsrenaissance: Savina Reactors.IO2 x Xeon Gold 5220RXeon Gold 5220RXeon Platinum 82802 x Xeon Platinum 8280Xeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216Xeon W-3275M2 x Xeon Platinum 8275CL2 x Xeon Platinum 8275CL NUMA offEPYC 2 7R3215.75429.8982359.13122.7612479.2854.819035.97782.69700999.544712.2013917.52187.16810.427.193.9815.217755.564.086059.4259143.4833.44693.9525.630343.098337.14984.46165.962.126800.603334.447.229754821000208.30513244896.4119650424.3333330.5608903780.5947.623768.663152.413112.3660.6729.515374235829855018514027035.875732.330198.245.7279150932.88260.5617.3782.2300988.8566341278.2511.072627.981108883.4036.699100761.29321.84598798.57132410.634870.8127.97286.78258984.18177.89180.64579749.2095.302134.92842.6934227.7249033662.76777.41125.1186372.1512.39237.571060.578146.43911.2189.4596532797.221024.9756159.2141963128311347.361354.554437110018.806300.73110110.44917.921721147489.1510.4583404.690861746.918230.5619324540.720167487723.3367747414.6191.0626257.00828.45326.4091201.54244.7454826.71108.16166.73524.889661948.771433.477839.95369.2875.383.702.0629.917328.574.6105416.825323.2617.66042.1413.352923.604220.34182.48328.813.364321.157452.3213.14282506000404.78255479696.9210276849.5217390.8437091966.6127.031863.155695.586072.57113.3016.051438167326432179392188619.610517.7957175.958.6859023346.56456.479.5354.49985158.772381920.7418.984046.70856744.8759.01250787.79274.98383120.6905098.9079558.0518.41430.42631197.22160.59284.2797433.0884.285134.48334.2445518.5935153150.09668.19126.0780191.6412.25224.011167.683151.90911.3162.8603532779.781020.0936133.9142862969011447.165156.018444111418.815313.76119410.35517.821761180485.8610.1123398.397455749.923242.5159821704.485168483425.0080767556.3291.2822776.29511.29004.1153432.1694.19372846.1242.075826.83911.96279765.745637.3743497.47166.9849.496.253.4614.0780503.231217.6960538.4628.77303.5214.909738.310033.04904.11198.251.462320.707093.796.553744090000246.31428645919.9416653864.7681160.3710363283.3842.873194.182935.993716.9869.8026.280062891312687620753471032.247429.2061110.674.8317032682.14287.8015.3142.39451103.8330991113.5412.686330.68974255.6740.89871842.34323.20560887.7666966.7950965.4031.10308.74137089.05199.08197.64950551.9176.030128.84830.4553139.0577772674.17567.36118.0937774.1181.67265.401063.705144.64311.2123.9791032867.481051.1116313.1644064916410946.267351.446457107622.678330.3312248.20317.191811212501.989.1273510.205159728.36123510120621.229164454722.0167776664.2540.9621975.1227.460507.4813430.2849.84371517.4423.177219.81431.13608496.816320.0601766.3586.539118.1812.056.677.9291290.913.110024.3581769.5253.23046.5328.854268.424158.69457.15100.471.240290.362267.194.068477880000129.01840843005.4831821690.5507250.3944556284.6571.436104.941779.151893.7238.7945.61211197157951338398966433157.487051.785366.393.6596470893.41187.3324.7881.6398668.618272881.7837.8270619.885140090.3227.309136046.53409.88909916.4900869.5246685.1434.49221.51569175.12221.31154.98075256.9827.033129.98638.3524466.9112273228.63363.35122.2246862.7761.82233.171005.530142.69511.2193.442412868.691051.9366320.0042864969310945.962352.694449107322.677321.8211249.13717.191761168500.989.3923514.604106728.246226.0769623588.397164471121.5896756890.6060.6926764.94134.60317.0421002.09298.3005840.26131.08881.07055.804202363.001874.4710255.2484.5944.373.011.6839.998523.264.8387521.429018.8714.41631.7513.013819.432116.76851.88433.423.994881.511681.7416.54841912667531.982140311821.39066471.04347830.9767301635.7822.221621.486721.027189.03149.3912.388232424332365618171698115.310413.8526229.288.827122329.34589.078.1584.75696182.5579721699.6922.486655.20948143.4967.15648617.05265.46322051.6311879.3095955.8815.80501.21830328.65136.86328.13913327.1933.339147.73437.4140894.8967563477.33168.78128.40692101.7162.46172.821218.874156.29911.1179.7515052798.561024.4936164.7943063245511447.265558.473446110119.806315.14119511.12217.981761184489.5110.2863405.035897747.844241.8979623703.029167509625.9635748286.1231.3727198.08045.05027.819765.491395.4416241.16171.428105.8267.636463129.931875.2310258.0484.8953.412.341.3140.019218.185.5927521.475514.7111.38271.4011.888315.591113.49181.88432.115.310871.517211.7716.55161893333531.392042412300.38923779.55072461.273751571.4917.941545.506721.547457.86149.0212.431631174576350854961710515.279613.8827229.7110.901421149.68593.137.8105.16658194.4018432201.0423.612958.24646723.0171.77046389.79232.35313376.77991710.193050.1012.85531.15228301.13132.46345.38996126.4603.309193.46640.7540373.3048943588.69281.36135.99744109.6992.97173.181398.020177.77215.4188.7767562291.69837.6125024.3935351569713757.554267.461365134222.13122004.08272.1299811.43020.89146973399.9912.0302823.595364909.318299.7398225271.433204576828.8979648634.6911.4922798.38217.97356.4512137.03155.3684478.9369.143142.22023.130061227.071042.345709.17269.9915.523.682.0222.424329.414.5382112.327122.6916.80992.0213.958122.459819.32282.51321.532.231261.135862.359.903622583000400.96271269374.6010620968.6086950.5286322094.5325.482044.243966.735864.26111.8215.994339776292446149252207419.347217.4223173.955.7143923859.79453.2210.3254.41366155.228014983.91318.612944.94358594.5057.77256576.12307.75376860.3186158.8423362.3222.01433.19131633.6170.07276.76865434.6364.340123.70231.9646503.2830402856.85061.82119.7871788.9771.93221.951092.587139.12011.0156.6056142795.491024.9926161.4242963243111547.365354.790445110325.13419429.87318.87119310.33017.921761182488.819.9243401.157135746.687242.0029521743.019168460924.0874746999.4971.2727198.85611.32827.1553912.3081.14002377.9136.371626.53631.70749694.324527.0172871.11137.73410.567.093.8811.607655.564.117796.2964742.2731.73183.7126.591040.432534.80304.32163.321.497240.582374.51835.384024977667207.41534854821.2420467429.5217390.3690603969.6045.454005.262169.932987.0859.4528.960275203729838945143474934.691931.311796.413.2128149232.24257.0118.1502.1897584.844108711.38910.665327.226106268.3336.59577470.67358.62587882.23269910.523973.9533.06279.68258681.42203.10177.66114851.7105.431124.25844.5337715.2162713405.41474.63123.3870270.6082.08256.91996.904133.44410.9185.3571542797.431025.3846157.4941863260111347.160854.947437110425.12919424.11304.16110010.20617.771721141489.4210.4493410.383938745.686233.0429124522.220167480623.1916727231.0140.9327972.99823.702816.921497.75197.9143215.1787.543455.33613.855121578.24938.9105156.69246.4466.624.572.5520.516334.484.8260310.937927.8421.74682.6323.157428.973225.06783.65218.063.065900.769823.438.869133764000272.72410216329.9417176230.5362320.7703003144.7032.532984.023600.953849.1378.7223.267460569696668958102759228.203225.4971125.355.5650042220.94333.4014.1612.66699107.4980891364.2613.603134.63285606.5345.31565509.98272.55501697.23823111.421559.5120.43347.82752832.47159.60222.96851440.5484.216194.50450.1034916.0308524199.41194.45133.0116086.3252.99206.421268.815169.70415.4197.7404422294.74841.6495061.6034451996413757.550965.644359134322.12922011.20262.7893010.97821.09142943401.1312.5492817.673053907.757281.2518028045.920204580227.3948638583.0141.0028596.10513.45044.4233128.39108.5682967.9249.874431.98932.27526878.390702.0653880.44188.6118.695.723.1716.590645.453.592188.4627334.4826.40103.2514.162335.149530.34583.79213.361.745150.814343.537.615953654000265.41403266183.1120246604.6231880.4584223210.52403025.113293.943852.3774.9624.550361170651662256413301430.105727.1952118.095.5630431426.53304.7914.5622.86715106.6433921292.6212.710430.63469606.8436.36769347.58537.84567696.5059127.5443981.6027.35281.67835376.11256.60196.92978653.8196.389143.34832.6511704.2318042743.62354.91123.8525266.4151.99282.18994.583134.82417.7124.1473013207.981172.1537070.6050973433994.549.972147.65350895118.50826298.77367.5612988.38015.781961299550.939.6613866.090988665.7219.83610921015.543157432121.5517846970.9041.1425186.66617.754913.226259.0179.11092023.4733.630559.90401.173851206.22348.2431919.5093.359617.0211.366.258.7123482.625.367084.3795263.5449.04615.828.4140538.765836.66527.09108.971.331096.733.969067388333139.11777713250.8935954425.3623190.35536250.881730.802059.0341.6841.78991098743071195499015832640.078735.667669.934.10369189.5522.3011.9599268.606542981.0588.2906721.06027.100422.89629984.51425319.103090.2815.06218.050218.14152.90204955.3745.243125.86762.023890.7708825185.62153.50113.1439664.5032.36191.66966.599128.950189.2961662785.991025.6036172.5543464017359252.608439113326.08618770.15338.44105310.94516.871701099487.5511.0653440.518277753.635232.6959424505.962468522.7599736733.16026906.88610.48419.6546325.0757.51111708.0525.053330.64271.17278650.981348.3261918.2893.284216.9511.366.248.6470783.333.847464.3600266.6749.95595.876.3297151.874144.71517.31108.941.251166.753.965107350667139.00783273252.4835888907.9855070.35471458.821705.352057.9341.7241.39441084125141030339555852545.767440.850270.044.06041190.0120.9841.6359968.202167910.1428.1933720.99429.258406.66725740.72379512.682090.7819.55244.910216.86152.09368156.1225.942124.29757.253197.7429544510.83053.66138.2562964.4212.46228.381032.978145.510194.8468612803.551027.5926184.2043263902658253.135443112326.12918775.94315.6699910.28918.421721090490.2611.4903430.766164753.433227.1599524666.363475922.7088757042.35427361.597730.30635.13990.79896.688111728.842.54131301.362.20471710.14016.6011.035.8576.92149.33958.8245.18694.7317.060852.354145.43308.12101.342.225400.486147.283972000132.04664753076.7620348261.0289851131.133570.46403485.991899.2441.7647.64641167650281132789776289752.953247.580665.6751225.18177.7920.8211.6756062.4310471485.477.6745519.19399821.8924.005106415.53676.16891303.1219438.88390140.1428.71200.03949330.15321.17147.68585654.4725.71492.36139.546105.7289573057.05949.4772.8159959.9561.79291.17849.192108.67516.3175.1937082046.35750.3574665.3338050052466.456454.3104181226323.5812669.23015.161651148478.0910.4193769.723664730.7219.6528121641.954213524622.3247836577.3430.3619303.561OpenBenchmarking.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 8275CL NUMA offXeon Platinum 82802 x Xeon Gold 6226RXeon 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 +/- 0.02611, N = 3SE +/- 0.01386, N = 3SE +/- 0.01218, 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 = 37.4605010.4841011.2900011.3282013.4504015.7542017.7549017.9735023.7028028.4532034.6031045.05020730.30600MIN: 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 8275CL NUMA offXeon Platinum 82802 x Xeon Gold 6226RXeon 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: 10.45 / Avg: 10.48 / Max: 10.54Min: 11.27 / Avg: 11.29 / Max: 11.32Min: 11.31 / Avg: 11.33 / Max: 11.35Min: 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 Gold 5220RXeon Gold 6226RXeon Gold 52182 x Xeon Gold 6226R2 x Xeon Platinum 8280Xeon Silver 42162 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 +/- 0.094, N = 3SE +/- 0.026, N = 3SE +/- 0.069, N = 9SE +/- 0.072, N = 15SE +/- 0.086, N = 6SE +/- 0.047, N = 3SE +/- 0.272, N = 15SE +/- 0.099, N = 15SE +/- 0.220, N = 3SE +/- 0.372, N = 15SE +/- 0.217, N = 34.1154.4236.4096.4517.0427.1557.4817.8199.6549.89813.22016.92035.1301. (CXX) g++ options: -rdynamic
OpenBenchmarking.orgms x Core, Fewer Is BetterArrayFire 3.7Performance Per Core - Test: Conjugate Gradient CPUXeon Gold 6226RXeon Gold 5218Xeon Platinum 8280Xeon Gold 5220RXeon W-3275MXeon Silver 42162 x Xeon Gold 6226R2 x Xeon Gold 5220R2 x Xeon Platinum 82802 x Xeon Platinum 8275CL NUMA off2 x Xeon Silver 42162 x Xeon Platinum 8275CLEPYC 2 7R32400800120016002000103.22112.67115.22115.36123.84125.10228.96356.33418.94463.39541.44634.561686.241. Xeon Gold 6226R: Detected core count of 162. Xeon Gold 5218: Detected core count of 163. Xeon Platinum 8280: Detected core count of 284. Xeon Gold 5220R: Detected core count of 185. Xeon W-3275M: Detected core count of 286. Xeon Silver 4216: Detected core count of 167. 2 x Xeon Gold 6226R: Detected core count of 328. 2 x Xeon Gold 5220R: Detected core count of 369. 2 x Xeon Platinum 8280: Detected core count of 5610. 2 x Xeon Platinum 8275CL NUMA off: Detected core count of 4811. 2 x Xeon Silver 4216: Detected core count of 3212. 2 x Xeon Platinum 8275CL: Detected core count of 4813. EPYC 2 7R32: Detected core count of 48
OpenBenchmarking.orgms x Thread, Fewer Is BetterArrayFire 3.7Performance Per Thread - Test: Conjugate Gradient CPUXeon Gold 6226RXeon Gold 5218Xeon Platinum 8280Xeon Gold 5220RXeon W-3275MXeon Silver 42162 x Xeon Gold 6226R2 x Xeon Gold 5220R2 x Xeon Platinum 82802 x Xeon Platinum 8275CL NUMA off2 x Xeon Silver 42162 x Xeon Platinum 8275CLEPYC 2 7R327001400210028003500206.43225.34230.44230.72247.69250.21457.92712.66837.87926.781082.881269.123372.481. Xeon Gold 6226R: Detected thread count of 322. Xeon Gold 5218: Detected thread count of 323. Xeon Platinum 8280: Detected thread count of 564. Xeon Gold 5220R: Detected thread count of 365. Xeon W-3275M: Detected thread count of 566. Xeon Silver 4216: Detected thread count of 327. 2 x Xeon Gold 6226R: Detected thread count of 648. 2 x Xeon Gold 5220R: Detected thread count of 729. 2 x Xeon Platinum 8280: Detected thread count of 11210. 2 x Xeon Platinum 8275CL NUMA off: Detected thread count of 9611. 2 x Xeon Silver 4216: Detected thread count of 6412. 2 x Xeon Platinum 8275CL: Detected thread count of 9613. EPYC 2 7R32: Detected thread count of 96
OpenBenchmarking.orgms x GHz, Fewer Is BetterArrayFire 3.7Performance Per Clock - Test: Conjugate Gradient CPUXeon Platinum 8280Xeon W-3275MXeon Gold 5220RXeon Silver 4216Xeon Gold 6226RXeon Gold 52182 x Xeon Gold 6226R2 x Xeon Platinum 82802 x Xeon Platinum 8275CL NUMA off2 x Xeon Gold 5220R2 x Xeon Platinum 8275CL2 x Xeon Silver 4216EPYC 2 7R322040608010016.4620.3525.0025.0225.1627.4627.9129.9237.6538.6051.5654.1498.361. Xeon Platinum 8280: Detected GHz base clock speed (use PTS sensors for real-time frequency/sensor reporting) count of 4.00 2. Xeon W-3275M: Detected GHz base clock speed (use PTS sensors for real-time frequency/sensor reporting) count of 4.60 3. Xeon Gold 5220R: Detected GHz base clock speed (use PTS sensors for real-time frequency/sensor reporting) count of 3.90 4. Xeon Silver 4216: Detected GHz base clock speed (use PTS sensors for real-time frequency/sensor reporting) count of 3.20 5. Xeon Gold 6226R: Detected GHz base clock speed (use PTS sensors for real-time frequency/sensor reporting) count of 3.90 6. Xeon Gold 5218: Detected GHz base clock speed (use PTS sensors for real-time frequency/sensor reporting) count of 3.90 7. 2 x Xeon Gold 6226R: Detected GHz base clock speed (use PTS sensors for real-time frequency/sensor reporting) count of 3.90 8. 2 x Xeon Platinum 8280: Detected GHz base clock speed (use PTS sensors for real-time frequency/sensor reporting) count of 4.00 9. 2 x Xeon Platinum 8275CL NUMA off: Detected GHz base clock speed (use PTS sensors for real-time frequency/sensor reporting) count of 3.90 10. 2 x Xeon Gold 5220R: Detected GHz base clock speed (use PTS sensors for real-time frequency/sensor reporting) count of 3.90 11. 2 x Xeon Platinum 8275CL: Detected GHz base clock speed (use PTS sensors for real-time frequency/sensor reporting) count of 3.90 12. 2 x Xeon Silver 4216: Detected GHz base clock speed (use PTS sensors for real-time frequency/sensor reporting) count of 3.20 13. EPYC 2 7R32: Detected GHz base clock speed (use PTS sensors for real-time frequency/sensor reporting) count of 2.80
OpenBenchmarking.orgms x Channel, Fewer Is BetterArrayFire 3.7Performance Per Memory Channel - Test: Conjugate Gradient CPUXeon Platinum 8280Xeon Gold 5220RXeon Gold 6226RXeon Gold 52182 x Xeon Gold 6226R2 x Xeon Platinum 8280Xeon Silver 42162 x Xeon Gold 5220R2 x Xeon Silver 4216EPYC 2 7R326012018024030024.6938.4538.7142.2542.9344.8946.9159.39101.52281.041. Xeon Platinum 8280: Detected channel count of 62. Xeon Gold 5220R: Detected channel count of 63. Xeon Gold 6226R: Detected channel count of 64. Xeon Gold 5218: Detected channel count of 65. 2 x Xeon Gold 6226R: Detected channel count of 66. 2 x Xeon Platinum 8280: Detected channel count of 67. Xeon Silver 4216: Detected channel count of 68. 2 x Xeon Gold 5220R: Detected channel count of 69. 2 x Xeon Silver 4216: Detected channel count of 610. EPYC 2 7R32: Detected channel count of 8
OpenBenchmarking.orgms, Fewer Is BetterArrayFire 3.7Test: Conjugate Gradient CPUXeon Platinum 8280Xeon W-3275MXeon Gold 5220RXeon Gold 6226RXeon Gold 52182 x Xeon Gold 6226R2 x Xeon Platinum 8280Xeon Silver 42162 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: 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: 7.73 / Avg: 7.82 / Max: 7.87Min: 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 Gold 6226RXeon Platinum 82802 x Xeon Platinum 8280Xeon W-3275M2 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 +/- 31.78, N = 3SE +/- 25.11, N = 3SE +/- 20.06, N = 3SE +/- 30.40, 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 = 36325.076259.013912.303432.163430.283128.392359.132137.031497.751201.541002.09990.80765.491. (CXX) g++ options: -rdynamic
OpenBenchmarking.orgGFLOPS Per Core, More Is BetterArrayFire 3.7Performance Per Core - Test: BLAS CPUXeon Gold 6226R2 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CLXeon Platinum 82802 x Xeon Gold 6226RXeon W-3275MXeon Gold 5220R2 x Xeon Gold 5220RXeon Gold 52182 x Xeon Platinum 8280Xeon Silver 42162 x Xeon Silver 4216EPYC 2 7R32306090120150133.56131.77130.40122.58122.26111.7366.7565.5362.6361.2647.8446.8020.641. Xeon Gold 6226R: Detected core count of 162. 2 x Xeon Platinum 8275CL NUMA off: Detected core count of 483. 2 x Xeon Platinum 8275CL: Detected core count of 484. Xeon Platinum 8280: Detected core count of 285. 2 x Xeon Gold 6226R: Detected core count of 326. Xeon W-3275M: Detected core count of 287. Xeon Gold 5220R: Detected core count of 188. 2 x Xeon Gold 5220R: Detected core count of 369. Xeon Gold 5218: Detected core count of 1610. 2 x Xeon Platinum 8280: Detected core count of 5611. Xeon Silver 4216: Detected core count of 1612. 2 x Xeon Silver 4216: Detected core count of 3213. EPYC 2 7R32: Detected core count of 48
OpenBenchmarking.orgGFLOPS Per Thread, More Is BetterArrayFire 3.7Performance Per Thread - Test: BLAS CPUXeon Gold 6226R2 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CLXeon Platinum 82802 x Xeon Gold 6226RXeon W-3275MXeon Gold 5220R2 x Xeon Gold 5220RXeon Gold 52182 x Xeon Platinum 8280Xeon Silver 42162 x Xeon Silver 4216EPYC 2 7R32153045607566.7865.8965.2061.2961.1355.8633.3832.7731.3230.6323.9223.4010.321. Xeon Gold 6226R: Detected thread count of 322. 2 x Xeon Platinum 8275CL NUMA off: Detected thread count of 963. 2 x Xeon Platinum 8275CL: Detected thread count of 964. Xeon Platinum 8280: Detected thread count of 565. 2 x Xeon Gold 6226R: Detected thread count of 646. Xeon W-3275M: Detected thread count of 567. Xeon Gold 5220R: Detected thread count of 368. 2 x Xeon Gold 5220R: Detected thread count of 729. Xeon Gold 5218: Detected thread count of 3210. 2 x Xeon Platinum 8280: Detected thread count of 11211. Xeon Silver 4216: Detected thread count of 3212. 2 x Xeon Silver 4216: Detected thread count of 6413. EPYC 2 7R32: Detected thread count of 96
OpenBenchmarking.orgGFLOPS Per GHz, More Is BetterArrayFire 3.7Performance Per Clock - Test: BLAS CPU2 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Gold 6226RXeon Platinum 82802 x Xeon Platinum 8280Xeon W-3275M2 x Xeon Gold 5220RXeon Gold 6226R2 x Xeon Silver 4216EPYC 2 7R32Xeon Gold 5220RXeon Gold 5218Xeon Silver 4216300600900120015001621.811604.871003.15858.04857.57680.08604.91547.96468.05353.86308.09256.95239.221. 2 x Xeon Platinum 8275CL NUMA off: Detected GHz base clock speed (use PTS sensors for real-time frequency/sensor reporting) count of 3.90 2. 2 x Xeon Platinum 8275CL: Detected GHz base clock speed (use PTS sensors for real-time frequency/sensor reporting) count of 3.90 3. 2 x Xeon Gold 6226R: Detected GHz base clock speed (use PTS sensors for real-time frequency/sensor reporting) count of 3.90 4. Xeon Platinum 8280: Detected GHz base clock speed (use PTS sensors for real-time frequency/sensor reporting) count of 4.00 5. 2 x Xeon Platinum 8280: Detected GHz base clock speed (use PTS sensors for real-time frequency/sensor reporting) count of 4.00 6. Xeon W-3275M: Detected GHz base clock speed (use PTS sensors for real-time frequency/sensor reporting) count of 4.60 7. 2 x Xeon Gold 5220R: Detected GHz base clock speed (use PTS sensors for real-time frequency/sensor reporting) count of 3.90 8. Xeon Gold 6226R: Detected GHz base clock speed (use PTS sensors for real-time frequency/sensor reporting) count of 3.90 9. 2 x Xeon Silver 4216: Detected GHz base clock speed (use PTS sensors for real-time frequency/sensor reporting) count of 3.20 10. EPYC 2 7R32: Detected GHz base clock speed (use PTS sensors for real-time frequency/sensor reporting) count of 2.80 11. Xeon Gold 5220R: Detected GHz base clock speed (use PTS sensors for real-time frequency/sensor reporting) count of 3.90 12. Xeon Gold 5218: Detected GHz base clock speed (use PTS sensors for real-time frequency/sensor reporting) count of 3.90 13. Xeon Silver 4216: Detected GHz base clock speed (use PTS sensors for real-time frequency/sensor reporting) count of 3.20
OpenBenchmarking.orgGFLOPS Per Channel, More Is BetterArrayFire 3.7Performance Per Memory Channel - Test: BLAS CPU2 x Xeon Gold 6226RXeon Platinum 82802 x Xeon Platinum 82802 x Xeon Gold 5220RXeon Gold 6226R2 x Xeon Silver 4216Xeon Gold 5220RXeon Gold 5218Xeon Silver 4216EPYC 2 7R32140280420560700652.05572.03571.71393.19356.17249.63200.26167.02127.58123.851. 2 x Xeon Gold 6226R: Detected channel count of 62. Xeon Platinum 8280: Detected channel count of 63. 2 x Xeon Platinum 8280: Detected channel count of 64. 2 x Xeon Gold 5220R: Detected channel count of 65. Xeon Gold 6226R: Detected channel count of 66. 2 x Xeon Silver 4216: Detected channel count of 67. Xeon Gold 5220R: Detected channel count of 68. Xeon Gold 5218: Detected channel count of 69. Xeon Silver 4216: Detected channel count of 610. EPYC 2 7R32: Detected channel count of 8
OpenBenchmarking.orgGFLOPS, More Is BetterArrayFire 3.7Test: BLAS CPU2 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Gold 6226RXeon Platinum 82802 x Xeon Platinum 8280Xeon W-3275M2 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: 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: 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 8275CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Gold 6226RXeon Platinum 8280EPYC 2 7R32Xeon W-3275M2 x Xeon Gold 5220RXeon Gold 6226R2 x Xeon Silver 4216Xeon Gold 5220RXeon Gold 5218Xeon Silver 421690180270360450SE +/- 0.08, N = 3SE +/- 0.79, N = 3SE +/- 0.88, N = 3SE +/- 0.03, N = 3SE +/- 0.06, N = 3SE +/- 1.13, 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 = 349.8457.5179.1181.1494.1996.69108.57122.76155.37197.91244.75298.30395.44MIN: 74.84MIN: 79.72MIN: 93.73MIN: 93.63MIN: 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 8275CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Gold 6226RXeon Platinum 8280EPYC 2 7R32Xeon 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: 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: 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 8275CL2 x Xeon Gold 6226R2 x Xeon Gold 5220RXeon Platinum 8280Xeon W-3275M2 x Xeon Silver 4216Xeon Gold 6226RXeon Gold 5220RXeon Gold 5218Xeon Silver 4216EPYC 2 7R323K6K9K12K15KSE +/- 3.12, N = 3SE +/- 0.40, 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 +/- 7.74, N = 3SE +/- 4.48, N = 3SE +/- 1.57, N = 3SE +/- 4.87, N = 3SE +/- 19.01, N = 31517.441708.052023.472377.912479.282846.122967.923215.174478.934826.715840.266241.1611728.80MIN: 2813.78MIN: 2893.12MIN: 3181.24MIN: 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 8275CL2 x Xeon Gold 6226R2 x Xeon Gold 5220RXeon Platinum 8280Xeon W-3275M2 x Xeon Silver 4216Xeon 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: 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: 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 8275CL2 x Xeon Gold 6226RXeon Platinum 8280EPYC 2 7R32Xeon 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 +/- 0.17, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.19, 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 = 323.1825.0533.6336.3742.0842.5449.8754.8269.1487.54108.16131.09171.43MIN: 32.49MIN: 34.65MIN: 41.31MIN: 40.72MIN: 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 8275CL2 x Xeon Gold 6226RXeon Platinum 8280EPYC 2 7R32Xeon 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: 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: 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 82802 x Xeon Gold 6226RXeon Platinum 82802 x Xeon Platinum 8275CL NUMA offXeon W-3275M2 x Xeon Gold 5220RXeon Gold 6226R2 x Xeon Silver 42162 x Xeon Platinum 8275CLXeon Gold 5220RXeon Gold 5218Xeon Silver 4216EPYC 2 7R3230060090012001500SE +/- 0.03, N = 3SE +/- 0.25, N = 3SE +/- 0.02, N = 3SE +/- 0.03, 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 = 319.8126.5426.8430.6431.9935.9842.2255.3459.9066.7481.07105.831301.36MIN: 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 82802 x Xeon Gold 6226RXeon Platinum 82802 x Xeon Platinum 8275CL NUMA offXeon W-3275M2 x Xeon Gold 5220RXeon Gold 6226R2 x Xeon Silver 42162 x Xeon Platinum 8275CLXeon Gold 5220RXeon Gold 5218Xeon Silver 4216EPYC 2 7R322004006008001000Min: 19.76 / Avg: 19.81 / Max: 19.86Min: 26.05 / Avg: 26.54 / Max: 26.86Min: 26.8 / Avg: 26.84 / Max: 26.88Min: 30.58 / Avg: 30.64 / Max: 30.68Min: 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: Deconvolution Batch deconv_3d - Data Type: f322 x Xeon Platinum 82802 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Gold 6226RXeon Platinum 8280EPYC 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 +/- 0.00200, N = 3SE +/- 0.00032, 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 = 31.136081.172781.173851.707491.962792.204712.275262.697003.130063.855124.889665.804207.63646MIN: 1.95MIN: 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 Gold 6226RXeon Platinum 8280EPYC 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: 1.7 / Avg: 1.71 / Max: 1.71Min: 1.96 / Avg: 1.96 / Max: 1.96Min: 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: Convolution Batch conv_all - Data Type: f322 x Xeon Platinum 82802 x Xeon Platinum 8275CL NUMA off2 x Xeon Gold 6226REPYC 2 7R32Xeon Platinum 8280Xeon W-3275M2 x Xeon Gold 5220R2 x Xeon Platinum 8275CLXeon Gold 6226R2 x Xeon Silver 4216Xeon Gold 5220RXeon Gold 5218Xeon Silver 42167001400210028003500SE +/- 0.78, N = 3SE +/- 5.95, N = 3SE +/- 0.79, N = 3SE +/- 2.05, N = 3SE +/- 0.39, 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 = 3496.82650.98694.32710.14765.75878.39999.541206.221227.071578.241948.772363.003129.93MIN: 639.1MIN: 686.24MIN: 700.52MIN: 755.35MIN: 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 82802 x Xeon Platinum 8275CL NUMA off2 x Xeon Gold 6226REPYC 2 7R32Xeon Platinum 8280Xeon W-3275M2 x Xeon Gold 5220R2 x Xeon Platinum 8275CLXeon Gold 6226R2 x Xeon Silver 4216Xeon Gold 5220RXeon Gold 5218Xeon Silver 42165001000150020002500Min: 495.3 / Avg: 496.82 / Max: 497.87Min: 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: 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: Convolution Batch conv_alexnet - Data Type: bf16bf16bf162 x Xeon Platinum 82802 x Xeon Platinum 8275CL2 x Xeon Platinum 8275CL NUMA off2 x Xeon Gold 6226RXeon Platinum 8280Xeon W-3275M2 x Xeon Gold 5220R2 x Xeon Silver 4216Xeon Gold 6226RXeon Gold 5220RXeon Gold 5218Xeon Silver 4216400800120016002000SE +/- 0.06, N = 3SE +/- 0.07, N = 3SE +/- 0.33, N = 3SE +/- 4.23, N = 3SE +/- 0.07, N = 3SE +/- 1.04, N = 3SE +/- 0.06, N = 3SE +/- 0.08, N = 3SE +/- 0.09, N = 3SE +/- 1.48, N = 3SE +/- 0.15, N = 3SE +/- 0.03, N = 3320.06348.24348.33527.02637.37702.07712.20938.911042.341433.471874.471875.23MIN: 319.23MIN: 346.92MIN: 347.28MIN: 521.14MIN: 636.97MIN: 687.86MIN: 710.93MIN: 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 Gold 6226RXeon Platinum 8280Xeon W-3275M2 x Xeon Gold 5220R2 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: 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: 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 Gold 6226RXeon Platinum 8280Xeon W-3275M2 x Xeon Gold 5220R2 x Xeon Silver 4216Xeon Gold 6226RXeon Gold 5220RXeon Gold 5218Xeon Silver 42162K4K6K8K10KSE +/- 1.13, N = 3SE +/- 0.26, N = 3SE +/- 0.16, N = 3SE +/- 2.73, N = 3SE +/- 0.26, N = 3SE +/- 0.11, N = 3SE +/- 3.93, N = 3SE +/- 6.81, N = 3SE +/- 0.12, N = 3SE +/- 4.68, N = 3SE +/- 0.34, N = 3SE +/- 0.35, N = 31766.351918.281919.502871.113497.473880.443917.525156.695709.177839.9510255.2010258.00MIN: 1911.42MIN: 1911.94MIN: 2860.81MIN: 3490.41MIN: 3767MIN: 3906.67MIN: 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 Gold 6226RXeon Platinum 8280Xeon W-3275M2 x Xeon Gold 5220R2 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: 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: 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 Gold 6226RXeon Platinum 82802 x Xeon Gold 5220RXeon W-3275M2 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 +/- 0.03, N = 3SE +/- 0.02, N = 3SE +/- 0.20, N = 3SE +/- 0.04, N = 3SE +/- 0.10, N = 3SE +/- 0.42, N = 3SE +/- 0.02, N = 3SE +/- 0.08, N = 386.5493.2893.36137.73166.98187.17188.61246.45269.99369.29484.59484.90MIN: 85.56MIN: 92.44MIN: 92.35MIN: 136.67MIN: 166.21MIN: 186.33MIN: 178.56MIN: 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 Gold 6226RXeon Platinum 82802 x Xeon Gold 5220RXeon W-3275M2 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: 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: 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 Gold 6226R2 x Xeon Gold 5220RXeon Platinum 8280Xeon W-3275M2 x Xeon Silver 4216Xeon Gold 6226RXeon Gold 5220RXeon Gold 5218Xeon Silver 421648121620SE +/- 0.00, N = 12SE +/- 0.07, N = 4SE +/- 0.00, N = 12SE +/- 0.07, N = 4SE +/- 0.04, N = 3SE +/- 0.00, N = 12SE +/- 0.03, N = 3SE +/- 0.01, N = 12SE +/- 0.00, N = 12SE +/- 0.01, N = 4SE +/- 0.00, N = 12SE +/- 0.01, N = 3SE +/- 0.00, N = 1518.1817.0216.9516.6010.5610.429.498.696.625.525.384.373.41MIN: 12.2 / MAX: 18.52MIN: 11.76 / MAX: 17.54MIN: 16.13 / MAX: 17.54MIN: 15.87 / MAX: 16.95MIN: 8.77 / MAX: 10.75MIN: 8.47 / MAX: 10.53MIN: 9.26 / MAX: 9.62MIN: 8.33 / MAX: 9.01MIN: 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 Per Core, More Is BetterOSPray 1.8.5Performance Per Core - Demo: NASA Streamlines - Renderer: Path Tracer2 x Xeon Platinum 8275CL2 x Xeon Platinum 8275CL NUMA offEPYC 2 7R32Xeon Gold 6226RXeon Platinum 82802 x Xeon Gold 6226R2 x Xeon Platinum 8280Xeon W-3275MXeon Gold 5220R2 x Xeon Gold 5220RXeon Gold 5218Xeon Silver 42162 x Xeon Silver 42160.07980.15960.23940.31920.3990.35460.35310.34580.34500.33890.33000.32460.31040.29890.28940.27310.21310.20691. 2 x Xeon Platinum 8275CL: Detected core count of 482. 2 x Xeon Platinum 8275CL NUMA off: Detected core count of 483. EPYC 2 7R32: Detected core count of 484. Xeon Gold 6226R: Detected core count of 165. Xeon Platinum 8280: Detected core count of 286. 2 x Xeon Gold 6226R: Detected core count of 327. 2 x Xeon Platinum 8280: Detected core count of 568. Xeon W-3275M: Detected core count of 289. Xeon Gold 5220R: Detected core count of 1810. 2 x Xeon Gold 5220R: Detected core count of 3611. Xeon Gold 5218: Detected core count of 1612. Xeon Silver 4216: Detected core count of 1613. 2 x Xeon Silver 4216: Detected core count of 32
OpenBenchmarking.orgFPS Per Thread, More Is BetterOSPray 1.8.5Performance Per Thread - Demo: NASA Streamlines - Renderer: Path Tracer2 x Xeon Platinum 8275CL2 x Xeon Platinum 8275CL NUMA offEPYC 2 7R32Xeon Gold 6226RXeon Platinum 82802 x Xeon Gold 6226R2 x Xeon Platinum 8280Xeon W-3275MXeon Gold 5220R2 x Xeon Gold 5220RXeon Gold 5218Xeon Silver 42162 x Xeon Silver 42160.03990.07980.11970.15960.19950.17730.17660.17290.17250.16950.16500.16230.15520.14940.14470.13660.10660.10341. 2 x Xeon Platinum 8275CL: Detected thread count of 962. 2 x Xeon Platinum 8275CL NUMA off: Detected thread count of 963. EPYC 2 7R32: Detected thread count of 964. Xeon Gold 6226R: Detected thread count of 325. Xeon Platinum 8280: Detected thread count of 566. 2 x Xeon Gold 6226R: Detected thread count of 647. 2 x Xeon Platinum 8280: Detected thread count of 1128. Xeon W-3275M: Detected thread count of 569. Xeon Gold 5220R: Detected thread count of 3610. 2 x Xeon Gold 5220R: Detected thread count of 7211. Xeon Gold 5218: Detected thread count of 3212. Xeon Silver 4216: Detected thread count of 3213. 2 x Xeon Silver 4216: Detected thread count of 64
OpenBenchmarking.orgFPS Per GHz, More Is BetterOSPray 1.8.5Performance Per Clock - Demo: NASA Streamlines - Renderer: Path TracerEPYC 2 7R322 x Xeon Platinum 82802 x Xeon Platinum 8275CL2 x Xeon Platinum 8275CL NUMA off2 x Xeon Gold 6226R2 x Xeon Gold 5220RXeon Platinum 82802 x Xeon Silver 4216Xeon W-3275MXeon Gold 6226RXeon Gold 5220RXeon Gold 5218Xeon Silver 42161.33432.66864.00295.33726.67155.934.554.364.352.712.672.372.071.891.421.381.121.071. EPYC 2 7R32: Detected GHz base clock speed (use PTS sensors for real-time frequency/sensor reporting) count of 2.802. 2 x Xeon Platinum 8280: Detected GHz base clock speed (use PTS sensors for real-time frequency/sensor reporting) count of 4.00 3. 2 x Xeon Platinum 8275CL: Detected GHz base clock speed (use PTS sensors for real-time frequency/sensor reporting) count of 3.90 4. 2 x Xeon Platinum 8275CL NUMA off: Detected GHz base clock speed (use PTS sensors for real-time frequency/sensor reporting) count of 3.90 5. 2 x Xeon Gold 6226R: Detected GHz base clock speed (use PTS sensors for real-time frequency/sensor reporting) count of 3.90 6. 2 x Xeon Gold 5220R: Detected GHz base clock speed (use PTS sensors for real-time frequency/sensor reporting) count of 3.90 7. Xeon Platinum 8280: Detected GHz base clock speed (use PTS sensors for real-time frequency/sensor reporting) count of 4.00 8. 2 x Xeon Silver 4216: Detected GHz base clock speed (use PTS sensors for real-time frequency/sensor reporting) count of 3.20 9. Xeon W-3275M: Detected GHz base clock speed (use PTS sensors for real-time frequency/sensor reporting) count of 4.60 10. Xeon Gold 6226R: Detected GHz base clock speed (use PTS sensors for real-time frequency/sensor reporting) count of 3.90 11. Xeon Gold 5220R: Detected GHz base clock speed (use PTS sensors for real-time frequency/sensor reporting) count of 3.90 12. Xeon Gold 5218: Detected GHz base clock speed (use PTS sensors for real-time frequency/sensor reporting) count of 3.90 13. Xeon Silver 4216: Detected GHz base clock speed (use PTS sensors for real-time frequency/sensor reporting) count of 3.20
OpenBenchmarking.orgFPS Per Channel, More Is BetterOSPray 1.8.5Performance Per Memory Channel - Demo: NASA Streamlines - Renderer: Path Tracer2 x Xeon Platinum 8280EPYC 2 7R322 x Xeon Gold 6226R2 x Xeon Gold 5220RXeon Platinum 82802 x Xeon Silver 4216Xeon Gold 6226RXeon Gold 5220RXeon Gold 5218Xeon Silver 42160.68181.36362.04542.72723.4093.03002.08001.76001.74001.58001.10000.92000.89670.72830.56831. 2 x Xeon Platinum 8280: Detected channel count of 62. EPYC 2 7R32: Detected channel count of 83. 2 x Xeon Gold 6226R: Detected channel count of 64. 2 x Xeon Gold 5220R: Detected channel count of 65. Xeon Platinum 8280: Detected channel count of 66. 2 x Xeon Silver 4216: Detected channel count of 67. Xeon Gold 6226R: Detected channel count of 68. Xeon Gold 5220R: Detected channel count of 69. Xeon Gold 5218: Detected channel count of 610. Xeon Silver 4216: Detected channel count of 6
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 Gold 6226R2 x Xeon Gold 5220RXeon Platinum 8280Xeon W-3275M2 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: 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: 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 Gold 5220R2 x Xeon Gold 6226RXeon Platinum 8280Xeon W-3275M2 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 = 6SE +/- 0.00, N = 12SE +/- 0.00, N = 3SE +/- 0.00, N = 8SE +/- 0.00, N = 12SE +/- 0.00, N = 6SE +/- 0.00, N = 12SE +/- 0.00, N = 12SE +/- 0.00, N = 1212.0511.3611.3611.037.197.096.255.724.573.703.683.012.34MIN: 9.71 / MAX: 12.2MIN: 10.99 / MAX: 11.49MIN: 9.8 / MAX: 11.49MIN: 10.75 / MAX: 11.24MIN: 6.45 / MAX: 7.25MIN: 6.37 / MAX: 7.14MIN: 6.13 / MAX: 6.29MIN: 5.56 / MAX: 5.78MIN: 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 Per Core, More Is BetterOSPray 1.8.5Performance Per Core - Demo: XFrog Forest - Renderer: SciVis2 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CLXeon Gold 6226REPYC 2 7R32Xeon Platinum 82802 x Xeon Gold 6226R2 x Xeon Platinum 8280Xeon Gold 5220RXeon W-3275M2 x Xeon Gold 5220RXeon Gold 5218Xeon Silver 42162 x Xeon Silver 42160.05330.10660.15990.21320.26650.23670.23670.23000.22980.22320.22160.21520.20560.20430.19970.18810.14630.14281. 2 x Xeon Platinum 8275CL NUMA off: Detected core count of 482. 2 x Xeon Platinum 8275CL: Detected core count of 483. Xeon Gold 6226R: Detected core count of 164. EPYC 2 7R32: Detected core count of 485. Xeon Platinum 8280: Detected core count of 286. 2 x Xeon Gold 6226R: Detected core count of 327. 2 x Xeon Platinum 8280: Detected core count of 568. Xeon Gold 5220R: Detected core count of 189. Xeon W-3275M: Detected core count of 2810. 2 x Xeon Gold 5220R: Detected core count of 3611. Xeon Gold 5218: Detected core count of 1612. Xeon Silver 4216: Detected core count of 1613. 2 x Xeon Silver 4216: Detected core count of 32
OpenBenchmarking.orgFPS Per Thread, More Is BetterOSPray 1.8.5Performance Per Thread - Demo: XFrog Forest - Renderer: SciVis2 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CLXeon Gold 6226REPYC 2 7R32Xeon Platinum 82802 x Xeon Gold 6226R2 x Xeon Platinum 8280Xeon Gold 5220RXeon W-3275M2 x Xeon Gold 5220RXeon Gold 5218Xeon Silver 42162 x Xeon Silver 42160.02660.05320.07980.10640.1330.11830.11830.11500.11490.11160.11080.10760.10280.10210.09990.09410.07310.07141. 2 x Xeon Platinum 8275CL NUMA off: Detected thread count of 962. 2 x Xeon Platinum 8275CL: Detected thread count of 963. Xeon Gold 6226R: Detected thread count of 324. EPYC 2 7R32: Detected thread count of 965. Xeon Platinum 8280: Detected thread count of 566. 2 x Xeon Gold 6226R: Detected thread count of 647. 2 x Xeon Platinum 8280: Detected thread count of 1128. Xeon Gold 5220R: Detected thread count of 369. Xeon W-3275M: Detected thread count of 5610. 2 x Xeon Gold 5220R: Detected thread count of 7211. Xeon Gold 5218: Detected thread count of 3212. Xeon Silver 4216: Detected thread count of 3213. 2 x Xeon Silver 4216: Detected thread count of 64
OpenBenchmarking.orgFPS Per GHz, More Is BetterOSPray 1.8.5Performance Per Clock - Demo: XFrog Forest - Renderer: SciVisEPYC 2 7R322 x Xeon Platinum 82802 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Gold 5220R2 x Xeon Gold 6226RXeon Platinum 82802 x Xeon Silver 4216Xeon W-3275MXeon Gold 5220RXeon Gold 6226RXeon Gold 5218Xeon Silver 42160.88651.7732.65953.5464.43253.94003.01002.91002.91001.84001.82001.56001.43001.24000.94870.94360.77180.73131. EPYC 2 7R32: Detected GHz base clock speed (use PTS sensors for real-time frequency/sensor reporting) count of 2.802. 2 x Xeon Platinum 8280: Detected GHz base clock speed (use PTS sensors for real-time frequency/sensor reporting) count of 4.00 3. 2 x Xeon Platinum 8275CL NUMA off: Detected GHz base clock speed (use PTS sensors for real-time frequency/sensor reporting) count of 3.90 4. 2 x Xeon Platinum 8275CL: Detected GHz base clock speed (use PTS sensors for real-time frequency/sensor reporting) count of 3.90 5. 2 x Xeon Gold 5220R: Detected GHz base clock speed (use PTS sensors for real-time frequency/sensor reporting) count of 3.90 6. 2 x Xeon Gold 6226R: Detected GHz base clock speed (use PTS sensors for real-time frequency/sensor reporting) count of 3.90 7. Xeon Platinum 8280: Detected GHz base clock speed (use PTS sensors for real-time frequency/sensor reporting) count of 4.00 8. 2 x Xeon Silver 4216: Detected GHz base clock speed (use PTS sensors for real-time frequency/sensor reporting) count of 3.20 9. Xeon W-3275M: Detected GHz base clock speed (use PTS sensors for real-time frequency/sensor reporting) count of 4.60 10. Xeon Gold 5220R: Detected GHz base clock speed (use PTS sensors for real-time frequency/sensor reporting) count of 3.90 11. Xeon Gold 6226R: Detected GHz base clock speed (use PTS sensors for real-time frequency/sensor reporting) count of 3.90 12. Xeon Gold 5218: Detected GHz base clock speed (use PTS sensors for real-time frequency/sensor reporting) count of 3.90 13. Xeon Silver 4216: Detected GHz base clock speed (use PTS sensors for real-time frequency/sensor reporting) count of 3.20
OpenBenchmarking.orgFPS Per Channel, More Is BetterOSPray 1.8.5Performance Per Memory Channel - Demo: XFrog Forest - Renderer: SciVis2 x Xeon Platinum 8280EPYC 2 7R322 x Xeon Gold 5220R2 x Xeon Gold 6226RXeon Platinum 82802 x Xeon Silver 4216Xeon Gold 5220RXeon Gold 6226RXeon Gold 5218Xeon Silver 42160.45230.90461.35691.80922.26152.01001.38001.20001.18001.04000.76170.61670.61330.50170.39001. 2 x Xeon Platinum 8280: Detected channel count of 62. EPYC 2 7R32: Detected channel count of 83. 2 x Xeon Gold 5220R: Detected channel count of 64. 2 x Xeon Gold 6226R: Detected channel count of 65. Xeon Platinum 8280: Detected channel count of 66. 2 x Xeon Silver 4216: Detected channel count of 67. Xeon Gold 5220R: Detected channel count of 68. Xeon Gold 6226R: Detected channel count of 69. Xeon Gold 5218: Detected channel count of 610. Xeon Silver 4216: Detected channel count of 6
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 Gold 5220R2 x Xeon Gold 6226RXeon Platinum 8280Xeon W-3275M2 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: 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: 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 Gold 5220R2 x Xeon Gold 6226RXeon Platinum 8280Xeon W-3275M2 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 +/- 0.00, N = 12SE +/- 0.00, N = 12SE +/- 0.00, N = 4SE +/- 0.00, N = 7SE +/- 0.00, N = 5SE +/- 0.00, N = 6SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 36.676.256.245.853.983.883.463.172.552.062.021.681.31MIN: 5.85 / MAX: 6.76MIN: 5.68 / MAX: 6.29MIN: 6.1 / MAX: 6.29MIN: 5.65 / MAX: 5.99MIN: 3.64 / MAX: 4.02MIN: 3.57 / MAX: 3.92MIN: 3.41 / MAX: 3.47MIN: 3.09 / MAX: 3.19MIN: 2.28 / MAX: 2.57MIN: 2.04 / MAX: 2.07MIN: 2 / MAX: 2.04MIN: 1.67MIN: 1.3 / MAX: 1.32
OpenBenchmarking.orgFPS Per Core, More Is BetterOSPray 1.8.5Performance Per Core - Demo: XFrog Forest - Renderer: Path Tracer2 x Xeon Platinum 8275CL2 x Xeon Platinum 8275CL NUMA offXeon Gold 6226RXeon Platinum 8280EPYC 2 7R322 x Xeon Gold 6226R2 x Xeon Platinum 8280Xeon Gold 5220RXeon W-3275M2 x Xeon Gold 5220RXeon Gold 5218Xeon Silver 42162 x Xeon Silver 42160.02930.05860.08790.11720.14650.13020.13000.12630.12360.12190.12130.11910.11440.11320.11060.10500.08190.07971. 2 x Xeon Platinum 8275CL: Detected core count of 482. 2 x Xeon Platinum 8275CL NUMA off: Detected core count of 483. Xeon Gold 6226R: Detected core count of 164. Xeon Platinum 8280: Detected core count of 285. EPYC 2 7R32: Detected core count of 486. 2 x Xeon Gold 6226R: Detected core count of 327. 2 x Xeon Platinum 8280: Detected core count of 568. Xeon Gold 5220R: Detected core count of 189. Xeon W-3275M: Detected core count of 2810. 2 x Xeon Gold 5220R: Detected core count of 3611. Xeon Gold 5218: Detected core count of 1612. Xeon Silver 4216: Detected core count of 1613. 2 x Xeon Silver 4216: Detected core count of 32
OpenBenchmarking.orgFPS Per Thread, More Is BetterOSPray 1.8.5Performance Per Thread - Demo: XFrog Forest - Renderer: Path Tracer2 x Xeon Platinum 8275CL2 x Xeon Platinum 8275CL NUMA offXeon Gold 6226RXeon Platinum 8280EPYC 2 7R322 x Xeon Gold 6226R2 x Xeon Platinum 8280Xeon Gold 5220RXeon W-3275M2 x Xeon Gold 5220RXeon Gold 5218Xeon Silver 42162 x Xeon Silver 42160.01460.02920.04380.05840.0730.06510.06500.06310.06180.06090.06060.05960.05720.05660.05530.05250.04090.03981. 2 x Xeon Platinum 8275CL: Detected thread count of 962. 2 x Xeon Platinum 8275CL NUMA off: Detected thread count of 963. Xeon Gold 6226R: Detected thread count of 324. Xeon Platinum 8280: Detected thread count of 565. EPYC 2 7R32: Detected thread count of 966. 2 x Xeon Gold 6226R: Detected thread count of 647. 2 x Xeon Platinum 8280: Detected thread count of 1128. Xeon Gold 5220R: Detected thread count of 369. Xeon W-3275M: Detected thread count of 5610. 2 x Xeon Gold 5220R: Detected thread count of 7211. Xeon Gold 5218: Detected thread count of 3212. Xeon Silver 4216: Detected thread count of 3213. 2 x Xeon Silver 4216: Detected thread count of 64
OpenBenchmarking.orgFPS Per GHz, More Is BetterOSPray 1.8.5Performance Per Clock - Demo: XFrog Forest - Renderer: Path TracerEPYC 2 7R322 x Xeon Platinum 82802 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Gold 5220R2 x Xeon Gold 6226RXeon Platinum 82802 x Xeon Silver 4216Xeon W-3275MXeon Gold 5220RXeon Gold 6226RXeon Gold 5218Xeon Silver 42160.47030.94061.41091.88122.35152.09001.67001.60001.60001.02000.99490.86500.79690.68910.52820.51790.43080.40941. EPYC 2 7R32: Detected GHz base clock speed (use PTS sensors for real-time frequency/sensor reporting) count of 2.802. 2 x Xeon Platinum 8280: Detected GHz base clock speed (use PTS sensors for real-time frequency/sensor reporting) count of 4.00 3. 2 x Xeon Platinum 8275CL NUMA off: Detected GHz base clock speed (use PTS sensors for real-time frequency/sensor reporting) count of 3.90 4. 2 x Xeon Platinum 8275CL: Detected GHz base clock speed (use PTS sensors for real-time frequency/sensor reporting) count of 3.90 5. 2 x Xeon Gold 5220R: Detected GHz base clock speed (use PTS sensors for real-time frequency/sensor reporting) count of 3.90 6. 2 x Xeon Gold 6226R: Detected GHz base clock speed (use PTS sensors for real-time frequency/sensor reporting) count of 3.90 7. Xeon Platinum 8280: Detected GHz base clock speed (use PTS sensors for real-time frequency/sensor reporting) count of 4.00 8. 2 x Xeon Silver 4216: Detected GHz base clock speed (use PTS sensors for real-time frequency/sensor reporting) count of 3.20 9. Xeon W-3275M: Detected GHz base clock speed (use PTS sensors for real-time frequency/sensor reporting) count of 4.60 10. Xeon Gold 5220R: Detected GHz base clock speed (use PTS sensors for real-time frequency/sensor reporting) count of 3.90 11. Xeon Gold 6226R: Detected GHz base clock speed (use PTS sensors for real-time frequency/sensor reporting) count of 3.90 12. Xeon Gold 5218: Detected GHz base clock speed (use PTS sensors for real-time frequency/sensor reporting) count of 3.90 13. Xeon Silver 4216: Detected GHz base clock speed (use PTS sensors for real-time frequency/sensor reporting) count of 3.20
OpenBenchmarking.orgFPS Per Channel, More Is BetterOSPray 1.8.5Performance Per Memory Channel - Demo: XFrog Forest - Renderer: Path Tracer2 x Xeon Platinum 8280EPYC 2 7R322 x Xeon Gold 5220R2 x Xeon Gold 6226RXeon Platinum 82802 x Xeon Silver 4216Xeon Gold 5220RXeon Gold 6226RXeon Gold 5218Xeon Silver 42160.24980.49960.74940.99921.2491.11000.73130.66330.64670.57670.42500.34330.33670.28000.21831. 2 x Xeon Platinum 8280: Detected channel count of 62. EPYC 2 7R32: Detected channel count of 83. 2 x Xeon Gold 5220R: Detected channel count of 64. 2 x Xeon Gold 6226R: Detected channel count of 65. Xeon Platinum 8280: Detected channel count of 66. 2 x Xeon Silver 4216: Detected channel count of 67. Xeon Gold 5220R: Detected channel count of 68. Xeon Gold 6226R: Detected channel count of 69. Xeon Gold 5218: Detected channel count of 610. Xeon Silver 4216: Detected channel count of 6
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 Gold 5220R2 x Xeon Gold 6226RXeon Platinum 8280Xeon W-3275M2 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: 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: 2.55 / 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 Gold 6226RXeon Platinum 82802 x Xeon Gold 5220RXeon W-3275M2 x Xeon Silver 4216Xeon Gold 6226RXeon Gold 5220RXeon Gold 5218Xeon Silver 4216918273645SE +/- 0.00328, N = 3SE +/- 0.00469, N = 3SE +/- 0.00882, N = 3SE +/- 0.00770, N = 3SE +/- 0.00390, N = 3SE +/- 0.00301, N = 3SE +/- 0.24390, N = 4SE +/- 0.00466, N = 3SE +/- 0.00584, N = 3SE +/- 0.01559, N = 3SE +/- 0.00339, N = 3SE +/- 0.00904, N = 37.929128.647078.7123411.6076014.0780015.2177016.5906020.5163022.4243029.9173039.9985040.01920MIN: 8.43MIN: 8.5MIN: 11.46MIN: 13.95MIN: 15.05MIN: 14.98MIN: 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 Gold 6226RXeon Platinum 82802 x Xeon Gold 5220RXeon W-3275M2 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: 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: 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 8275CLEPYC 2 7R322 x Xeon Gold 6226R2 x Xeon Gold 5220RXeon Platinum 8280Xeon W-3275M2 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 = 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 = 1290.9183.3382.6276.9255.5655.5650.0045.4534.4829.4128.5723.2618.18MIN: 29.41MIN: 71.43 / MAX: 90.91MIN: 26.32 / MAX: 90.91MIN: 71.43 / MAX: 83.33MIN: 19.23MIN: 24.39MIN: 43.48MIN: 43.48 / MAX: 47.62MIN: 18.87 / MAX: 35.71MIN: 26.32MIN: 26.32 / MAX: 29.41MIN: 22.73 / MAX: 23.81MIN: 17.86 / MAX: 18.52
OpenBenchmarking.orgFPS Per Core, More Is BetterOSPray 1.8.5Performance Per Core - Demo: NASA Streamlines - Renderer: SciVisXeon Gold 6226RXeon Platinum 82802 x Xeon Platinum 8275CL NUMA off2 x Xeon Gold 6226R2 x Xeon Platinum 8275CLXeon W-3275M2 x Xeon Platinum 8280EPYC 2 7R32Xeon Gold 5220R2 x Xeon Gold 5220RXeon Gold 5218Xeon Silver 42162 x Xeon Silver 42160.4140.8281.2421.6562.071.841.791.741.741.721.621.621.601.591.541.451.141.081. Xeon Gold 6226R: Detected core count of 162. Xeon Platinum 8280: Detected core count of 283. 2 x Xeon Platinum 8275CL NUMA off: Detected core count of 484. 2 x Xeon Gold 6226R: Detected core count of 325. 2 x Xeon Platinum 8275CL: Detected core count of 486. Xeon W-3275M: Detected core count of 287. 2 x Xeon Platinum 8280: Detected core count of 568. EPYC 2 7R32: Detected core count of 489. Xeon Gold 5220R: Detected core count of 1810. 2 x Xeon Gold 5220R: Detected core count of 3611. Xeon Gold 5218: Detected core count of 1612. Xeon Silver 4216: Detected core count of 1613. 2 x Xeon Silver 4216: Detected core count of 32
OpenBenchmarking.orgFPS Per Thread, More Is BetterOSPray 1.8.5Performance Per Thread - Demo: NASA Streamlines - Renderer: SciVisXeon Gold 6226RXeon Platinum 82802 x Xeon Gold 6226R2 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Platinum 8280Xeon W-3275MEPYC 2 7R32Xeon Gold 5220R2 x Xeon Gold 5220RXeon Gold 5218Xeon Silver 42162 x Xeon Silver 42160.20680.41360.62040.82721.0340.91910.89290.86810.86800.86060.81170.81160.80130.79360.77170.72690.56810.53881. Xeon Gold 6226R: Detected thread count of 322. Xeon Platinum 8280: Detected thread count of 563. 2 x Xeon Gold 6226R: Detected thread count of 644. 2 x Xeon Platinum 8275CL NUMA off: Detected thread count of 965. 2 x Xeon Platinum 8275CL: Detected thread count of 966. 2 x Xeon Platinum 8280: Detected thread count of 1127. Xeon W-3275M: Detected thread count of 568. EPYC 2 7R32: Detected thread count of 969. Xeon Gold 5220R: Detected thread count of 3610. 2 x Xeon Gold 5220R: Detected thread count of 7211. Xeon Gold 5218: Detected thread count of 3212. Xeon Silver 4216: Detected thread count of 3213. 2 x Xeon Silver 4216: Detected thread count of 64
OpenBenchmarking.orgFPS Per GHz, More Is BetterOSPray 1.8.5Performance Per Clock - Demo: NASA Streamlines - Renderer: SciVisEPYC 2 7R322 x Xeon Platinum 82802 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Gold 6226R2 x Xeon Gold 5220RXeon Platinum 82802 x Xeon Silver 4216Xeon W-3275MXeon Gold 6226RXeon Gold 5220RXeon Gold 5218Xeon Silver 421661218243027.4722.7321.3721.1814.2514.2512.5010.789.887.547.335.965.681. EPYC 2 7R32: Detected GHz base clock speed (use PTS sensors for real-time frequency/sensor reporting) count of 2.802. 2 x Xeon Platinum 8280: Detected GHz base clock speed (use PTS sensors for real-time frequency/sensor reporting) count of 4.00 3. 2 x Xeon Platinum 8275CL NUMA off: Detected GHz base clock speed (use PTS sensors for real-time frequency/sensor reporting) count of 3.90 4. 2 x Xeon Platinum 8275CL: Detected GHz base clock speed (use PTS sensors for real-time frequency/sensor reporting) count of 3.90 5. 2 x Xeon Gold 6226R: Detected GHz base clock speed (use PTS sensors for real-time frequency/sensor reporting) count of 3.90 6. 2 x Xeon Gold 5220R: Detected GHz base clock speed (use PTS sensors for real-time frequency/sensor reporting) count of 3.90 7. Xeon Platinum 8280: Detected GHz base clock speed (use PTS sensors for real-time frequency/sensor reporting) count of 4.00 8. 2 x Xeon Silver 4216: Detected GHz base clock speed (use PTS sensors for real-time frequency/sensor reporting) count of 3.20 9. Xeon W-3275M: Detected GHz base clock speed (use PTS sensors for real-time frequency/sensor reporting) count of 4.60 10. Xeon Gold 6226R: Detected GHz base clock speed (use PTS sensors for real-time frequency/sensor reporting) count of 3.90 11. Xeon Gold 5220R: Detected GHz base clock speed (use PTS sensors for real-time frequency/sensor reporting) count of 3.90 12. Xeon Gold 5218: Detected GHz base clock speed (use PTS sensors for real-time frequency/sensor reporting) count of 3.90 13. Xeon Silver 4216: Detected GHz base clock speed (use PTS sensors for real-time frequency/sensor reporting) count of 3.20
OpenBenchmarking.orgFPS Per Channel, More Is BetterOSPray 1.8.5Performance Per Memory Channel - Demo: NASA Streamlines - Renderer: SciVis2 x Xeon Platinum 8280EPYC 2 7R322 x Xeon Gold 6226R2 x Xeon Gold 5220RXeon Platinum 82802 x Xeon Silver 4216Xeon Gold 6226RXeon Gold 5220RXeon Gold 5218Xeon Silver 42164812162015.159.629.269.268.335.754.904.763.883.031. 2 x Xeon Platinum 8280: Detected channel count of 62. EPYC 2 7R32: Detected channel count of 83. 2 x Xeon Gold 6226R: Detected channel count of 64. 2 x Xeon Gold 5220R: Detected channel count of 65. Xeon Platinum 8280: Detected channel count of 66. 2 x Xeon Silver 4216: Detected channel count of 67. Xeon Gold 6226R: Detected channel count of 68. Xeon Gold 5220R: Detected channel count of 69. Xeon Gold 5218: Detected channel count of 610. Xeon Silver 4216: Detected channel count of 6
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 8275CLEPYC 2 7R322 x Xeon Gold 6226R2 x Xeon Gold 5220RXeon Platinum 8280Xeon W-3275M2 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: 55.56 / Avg: 55.56 / Max: 55.56Min: 55.56 / Avg: 55.56 / Max: 55.56Min: 45.45 / Avg: 45.45 / Max: 45.45Min: 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: IP Batch All - Data Type: u8s8f322 x Xeon Platinum 8280Xeon Platinum 8280Xeon 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 +/- 0.04146, N = 4SE +/- 0.00398, 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 = 33.110023.231213.592183.847464.086054.117794.538214.610544.826034.838755.367085.59275149.33900MIN: 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 8280Xeon Platinum 8280Xeon 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: 3 / Avg: 3.11 / Max: 3.2Min: 3.23 / Avg: 3.23 / Max: 3.24Min: 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: Deconvolution Batch deconv_3d - Data Type: bf16bf16bf162 x Xeon Platinum 82802 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Gold 6226RXeon Platinum 8280Xeon W-3275M2 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 +/- 0.00159, N = 3SE +/- 0.00251, N = 3SE +/- 0.03985, 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 = 34.358174.360024.379526.296477.696058.462739.4259110.9379012.3271016.8253021.4290021.47550MIN: 6.25MIN: 7.67MIN: 8.21MIN: 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 Gold 6226RXeon Platinum 8280Xeon W-3275M2 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: 6.29 / Avg: 6.3 / Max: 6.3Min: 7.69 / Avg: 7.7 / Max: 7.7Min: 8.39 / Avg: 8.46 / Max: 8.53Min: 9.4 / 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 8275CLEPYC 2 7R322 x Xeon Gold 5220R2 x Xeon Gold 6226RXeon Platinum 8280Xeon W-3275M2 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 = 12SE +/- 0.00, N = 12SE +/- 0.60, N = 3SE +/- 0.00, N = 12SE +/- 0.00, N = 12SE +/- 0.07, N = 12SE +/- 0.00, N = 12SE +/- 0.04, N = 12SE +/- 0.00, N = 12SE +/- 0.00, N = 1269.5266.6763.5458.8243.4842.2738.4634.4827.8423.2622.6918.8714.71MIN: 37.04 / MAX: 71.43MIN: 55.56MIN: 35.71 / MAX: 66.67MIN: 52.63 / MAX: 62.5MIN: 28.57 / MAX: 45.45MIN: 28.57 / MAX: 43.48MIN: 37.04MIN: 30.3 / MAX: 35.71MIN: 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 Per Core, More Is BetterOSPray 1.8.5Performance Per Core - Demo: San Miguel - Renderer: SciVisXeon Gold 6226R2 x Xeon Platinum 8275CL NUMA offXeon Platinum 82802 x Xeon Platinum 8275CL2 x Xeon Gold 6226RXeon Gold 5220R2 x Xeon Platinum 8280EPYC 2 7R32Xeon W-3275M2 x Xeon Gold 5220RXeon Gold 5218Xeon Silver 42162 x Xeon Silver 42160.31950.6390.95851.2781.59751.42001.39001.37001.32001.32001.29001.24001.23001.23001.21001.18000.91940.87001. Xeon Gold 6226R: Detected core count of 162. 2 x Xeon Platinum 8275CL NUMA off: Detected core count of 483. Xeon Platinum 8280: Detected core count of 284. 2 x Xeon Platinum 8275CL: Detected core count of 485. 2 x Xeon Gold 6226R: Detected core count of 326. Xeon Gold 5220R: Detected core count of 187. 2 x Xeon Platinum 8280: Detected core count of 568. EPYC 2 7R32: Detected core count of 489. Xeon W-3275M: Detected core count of 2810. 2 x Xeon Gold 5220R: Detected core count of 3611. Xeon Gold 5218: Detected core count of 1612. Xeon Silver 4216: Detected core count of 1613. 2 x Xeon Silver 4216: Detected core count of 32
OpenBenchmarking.orgFPS Per Thread, More Is BetterOSPray 1.8.5Performance Per Thread - Demo: San Miguel - Renderer: SciVisXeon Gold 6226R2 x Xeon Platinum 8275CL NUMA offXeon Platinum 82802 x Xeon Platinum 8275CL2 x Xeon Gold 6226RXeon Gold 5220R2 x Xeon Platinum 8280Xeon W-3275MEPYC 2 7R322 x Xeon Gold 5220RXeon Gold 5218Xeon Silver 42162 x Xeon Silver 42160.15950.3190.47850.6380.79750.70910.69450.68680.66190.66050.64610.62070.61570.61270.60390.58970.45970.43501. Xeon Gold 6226R: Detected thread count of 322. 2 x Xeon Platinum 8275CL NUMA off: Detected thread count of 963. Xeon Platinum 8280: Detected thread count of 564. 2 x Xeon Platinum 8275CL: Detected thread count of 965. 2 x Xeon Gold 6226R: Detected thread count of 646. Xeon Gold 5220R: Detected thread count of 367. 2 x Xeon Platinum 8280: Detected thread count of 1128. Xeon W-3275M: Detected thread count of 569. EPYC 2 7R32: Detected thread count of 9610. 2 x Xeon Gold 5220R: Detected thread count of 7211. Xeon Gold 5218: Detected thread count of 3212. Xeon Silver 4216: Detected thread count of 3213. 2 x Xeon Silver 4216: Detected thread count of 64
OpenBenchmarking.orgFPS Per GHz, More Is BetterOSPray 1.8.5Performance Per Clock - Demo: San Miguel - Renderer: SciVisEPYC 2 7R322 x Xeon Platinum 82802 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Gold 5220R2 x Xeon Gold 6226RXeon Platinum 82802 x Xeon Silver 4216Xeon W-3275MXeon Gold 5220RXeon Gold 6226RXeon Gold 5218Xeon Silver 421651015202521.0117.3817.0916.2911.1510.849.628.707.505.965.824.844.601. EPYC 2 7R32: Detected GHz base clock speed (use PTS sensors for real-time frequency/sensor reporting) count of 2.802. 2 x Xeon Platinum 8280: Detected GHz base clock speed (use PTS sensors for real-time frequency/sensor reporting) count of 4.00 3. 2 x Xeon Platinum 8275CL NUMA off: Detected GHz base clock speed (use PTS sensors for real-time frequency/sensor reporting) count of 3.90 4. 2 x Xeon Platinum 8275CL: Detected GHz base clock speed (use PTS sensors for real-time frequency/sensor reporting) count of 3.90 5. 2 x Xeon Gold 5220R: Detected GHz base clock speed (use PTS sensors for real-time frequency/sensor reporting) count of 3.90 6. 2 x Xeon Gold 6226R: Detected GHz base clock speed (use PTS sensors for real-time frequency/sensor reporting) count of 3.90 7. Xeon Platinum 8280: Detected GHz base clock speed (use PTS sensors for real-time frequency/sensor reporting) count of 4.00 8. 2 x Xeon Silver 4216: Detected GHz base clock speed (use PTS sensors for real-time frequency/sensor reporting) count of 3.20 9. Xeon W-3275M: Detected GHz base clock speed (use PTS sensors for real-time frequency/sensor reporting) count of 4.60 10. Xeon Gold 5220R: Detected GHz base clock speed (use PTS sensors for real-time frequency/sensor reporting) count of 3.90 11. Xeon Gold 6226R: Detected GHz base clock speed (use PTS sensors for real-time frequency/sensor reporting) count of 3.90 12. Xeon Gold 5218: Detected GHz base clock speed (use PTS sensors for real-time frequency/sensor reporting) count of 3.90 13. Xeon Silver 4216: Detected GHz base clock speed (use PTS sensors for real-time frequency/sensor reporting) count of 3.20
OpenBenchmarking.orgFPS Per Channel, More Is BetterOSPray 1.8.5Performance Per Memory Channel - Demo: San Miguel - Renderer: SciVis2 x Xeon Platinum 8280EPYC 2 7R322 x Xeon Gold 5220R2 x Xeon Gold 6226RXeon Platinum 82802 x Xeon Silver 4216Xeon Gold 5220RXeon Gold 6226RXeon Gold 5218Xeon Silver 4216369121511.597.357.257.056.414.643.883.783.152.451. 2 x Xeon Platinum 8280: Detected channel count of 62. EPYC 2 7R32: Detected channel count of 83. 2 x Xeon Gold 5220R: Detected channel count of 64. 2 x Xeon Gold 6226R: Detected channel count of 65. Xeon Platinum 8280: Detected channel count of 66. 2 x Xeon Silver 4216: Detected channel count of 67. Xeon Gold 5220R: Detected channel count of 68. Xeon Gold 6226R: Detected channel count of 69. Xeon Gold 5218: Detected channel count of 610. Xeon Silver 4216: Detected channel count of 6
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 8275CLEPYC 2 7R322 x Xeon Gold 5220R2 x Xeon Gold 6226RXeon Platinum 8280Xeon W-3275M2 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: 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: 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 8275CLEPYC 2 7R322 x Xeon Gold 5220R2 x Xeon Gold 6226RXeon Platinum 8280Xeon W-3275M2 x Xeon Silver 4216Xeon Gold 5220RXeon Gold 6226RXeon Gold 5218Xeon Silver 42161224364860SE +/- 0.05, N = 3SE +/- 0.03, N = 3SE +/- 0.49, N = 12SE +/- 0.08, N = 3SE +/- 0.02, N = 3SE +/- 0.03, N = 3SE +/- 0.02, N = 3SE +/- 0.04, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 353.2349.9649.0545.1933.4531.7328.7726.4021.7517.6616.8114.4211.38MIN: 51.36 / MAX: 55.83MIN: 48.68 / MAX: 51.86MIN: 37.93 / MAX: 51.79MIN: 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: 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 8275CLEPYC 2 7R322 x Xeon Gold 5220R2 x Xeon Gold 6226RXeon Platinum 8280Xeon W-3275M2 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: 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: 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 8275CLEPYC 2 7R322 x Xeon Gold 5220R2 x Xeon Gold 6226RXeon Platinum 8280Xeon W-3275M2 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 +/- 0.00, N = 7SE +/- 0.00, N = 8SE +/- 0.00, N = 3SE +/- 0.00, N = 12SE +/- 0.00, N = 4SE +/- 0.00, N = 4SE +/- 0.00, N = 3SE +/- 0.00, N = 6SE +/- 0.00, N = 36.535.875.824.733.953.713.523.252.632.142.021.751.40MIN: 5.18 / MAX: 6.58MIN: 5.75 / MAX: 5.92MIN: 4.69 / MAX: 5.88MIN: 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: 2.35 / MAX: 2.64MIN: 2.13 / MAX: 2.15MAX: 2.03MIN: 1.74 / MAX: 1.76MAX: 1.41
OpenBenchmarking.orgFPS Per Core, More Is BetterOSPray 1.8.5Performance Per Core - Demo: San Miguel - Renderer: Path TracerXeon Gold 6226RXeon Platinum 82802 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CLXeon Gold 5220R2 x Xeon Platinum 8280Xeon W-3275M2 x Xeon Gold 6226R2 x Xeon Gold 5220RXeon Gold 5218EPYC 2 7R32Xeon Silver 42162 x Xeon Silver 42160.02840.05680.08520.11360.1420.12630.12570.12230.12130.11890.11660.11610.11590.10970.10940.09850.08750.08221. Xeon Gold 6226R: Detected core count of 162. Xeon Platinum 8280: Detected core count of 283. 2 x Xeon Platinum 8275CL NUMA off: Detected core count of 484. 2 x Xeon Platinum 8275CL: Detected core count of 485. Xeon Gold 5220R: Detected core count of 186. 2 x Xeon Platinum 8280: Detected core count of 567. Xeon W-3275M: Detected core count of 288. 2 x Xeon Gold 6226R: Detected core count of 329. 2 x Xeon Gold 5220R: Detected core count of 3610. Xeon Gold 5218: Detected core count of 1611. EPYC 2 7R32: Detected core count of 4812. Xeon Silver 4216: Detected core count of 1613. 2 x Xeon Silver 4216: Detected core count of 32
OpenBenchmarking.orgFPS Per Thread, More Is BetterOSPray 1.8.5Performance Per Thread - Demo: San Miguel - Renderer: Path TracerXeon Gold 6226RXeon Platinum 82802 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CLXeon Gold 5220R2 x Xeon Platinum 8280Xeon W-3275M2 x Xeon Gold 6226R2 x Xeon Gold 5220RXeon Gold 5218EPYC 2 7R32Xeon Silver 42162 x Xeon Silver 42160.01420.02840.04260.05680.0710.06310.06290.06110.06060.05940.05830.05800.05800.05490.05470.04930.04380.04111. Xeon Gold 6226R: Detected thread count of 322. Xeon Platinum 8280: Detected thread count of 563. 2 x Xeon Platinum 8275CL NUMA off: Detected thread count of 964. 2 x Xeon Platinum 8275CL: Detected thread count of 965. Xeon Gold 5220R: Detected thread count of 366. 2 x Xeon Platinum 8280: Detected thread count of 1127. Xeon W-3275M: Detected thread count of 568. 2 x Xeon Gold 6226R: Detected thread count of 649. 2 x Xeon Gold 5220R: Detected thread count of 7210. Xeon Gold 5218: Detected thread count of 3211. EPYC 2 7R32: Detected thread count of 9612. Xeon Silver 4216: Detected thread count of 3213. 2 x Xeon Silver 4216: Detected thread count of 64
OpenBenchmarking.orgFPS Per GHz, More Is BetterOSPray 1.8.5Performance Per Clock - Demo: San Miguel - Renderer: Path TracerEPYC 2 7R322 x Xeon Platinum 82802 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Gold 5220R2 x Xeon Gold 6226RXeon Platinum 82802 x Xeon Silver 4216Xeon W-3275MXeon Gold 5220RXeon Gold 6226RXeon Gold 5218Xeon Silver 42160.38030.76061.14091.52121.90151.69001.63001.51001.49001.01000.95130.88000.82190.70650.54870.51790.44870.43751. EPYC 2 7R32: Detected GHz base clock speed (use PTS sensors for real-time frequency/sensor reporting) count of 2.802. 2 x Xeon Platinum 8280: Detected GHz base clock speed (use PTS sensors for real-time frequency/sensor reporting) count of 4.00 3. 2 x Xeon Platinum 8275CL NUMA off: Detected GHz base clock speed (use PTS sensors for real-time frequency/sensor reporting) count of 3.90 4. 2 x Xeon Platinum 8275CL: Detected GHz base clock speed (use PTS sensors for real-time frequency/sensor reporting) count of 3.90 5. 2 x Xeon Gold 5220R: Detected GHz base clock speed (use PTS sensors for real-time frequency/sensor reporting) count of 3.90 6. 2 x Xeon Gold 6226R: Detected GHz base clock speed (use PTS sensors for real-time frequency/sensor reporting) count of 3.90 7. Xeon Platinum 8280: Detected GHz base clock speed (use PTS sensors for real-time frequency/sensor reporting) count of 4.00 8. 2 x Xeon Silver 4216: Detected GHz base clock speed (use PTS sensors for real-time frequency/sensor reporting) count of 3.20 9. Xeon W-3275M: Detected GHz base clock speed (use PTS sensors for real-time frequency/sensor reporting) count of 4.60 10. Xeon Gold 5220R: Detected GHz base clock speed (use PTS sensors for real-time frequency/sensor reporting) count of 3.90 11. Xeon Gold 6226R: Detected GHz base clock speed (use PTS sensors for real-time frequency/sensor reporting) count of 3.90 12. Xeon Gold 5218: Detected GHz base clock speed (use PTS sensors for real-time frequency/sensor reporting) count of 3.90 13. Xeon Silver 4216: Detected GHz base clock speed (use PTS sensors for real-time frequency/sensor reporting) count of 3.20
OpenBenchmarking.orgFPS Per Channel, More Is BetterOSPray 1.8.5Performance Per Memory Channel - Demo: San Miguel - Renderer: Path Tracer2 x Xeon Platinum 82802 x Xeon Gold 5220R2 x Xeon Gold 6226REPYC 2 7R32Xeon Platinum 82802 x Xeon Silver 4216Xeon Gold 5220RXeon Gold 6226RXeon Gold 5218Xeon Silver 42160.24530.49060.73590.98121.22651.09000.65830.61830.59130.58670.43830.35670.33670.29170.23331. 2 x Xeon Platinum 8280: Detected channel count of 62. 2 x Xeon Gold 5220R: Detected channel count of 63. 2 x Xeon Gold 6226R: Detected channel count of 64. EPYC 2 7R32: Detected channel count of 85. Xeon Platinum 8280: Detected channel count of 66. 2 x Xeon Silver 4216: Detected channel count of 67. Xeon Gold 5220R: Detected channel count of 68. Xeon Gold 6226R: Detected channel count of 69. Xeon Gold 5218: Detected channel count of 610. Xeon Silver 4216: Detected channel count of 6
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 8275CLEPYC 2 7R322 x Xeon Gold 5220R2 x Xeon Gold 6226RXeon Platinum 8280Xeon W-3275M2 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: 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: 2.62 / 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 Gold 6226R2 x Xeon Gold 5220R2 x Xeon Silver 4216EPYC 2 7R32Xeon Platinum 8280Xeon W-3275MXeon Gold 6226RXeon Gold 5220RXeon Gold 5218Xeon Silver 42162 x Xeon Platinum 8275CL2 x Xeon Platinum 8275CL NUMA off714212835SE +/- 0.24605, N = 3SE +/- 0.12533, N = 3SE +/- 0.15366, N = 3SE +/- 0.00847, N = 3SE +/- 0.00395, N = 3SE +/- 0.04073, N = 3SE +/- 0.15186, N = 3SE +/- 0.02780, N = 3SE +/- 0.08231, N = 3SE +/- 0.01417, N = 3SE +/- 0.03282, N = 3SE +/- 0.60187, N = 9SE +/- 0.06827, N = 728.8542026.5910025.6303023.1574017.0608014.9097014.1623013.9581013.3529013.0138011.888308.414056.329711. (CXX) g++ options: -O3 -ffast-math -ftree-vectorize -pthread -lmpi_cxx -lmpi
OpenBenchmarking.orgGFLOP/s Per Core, More Is BetterHigh Performance Conjugate Gradient 3.1Performance Per CoreXeon Gold 6226R2 x Xeon Gold 6226RXeon Gold 5218Xeon Silver 4216Xeon Gold 5220R2 x Xeon Silver 42162 x Xeon Gold 5220RXeon Platinum 82802 x Xeon Platinum 8280Xeon W-3275MEPYC 2 7R322 x Xeon Platinum 8275CL2 x Xeon Platinum 8275CL NUMA off0.19630.39260.58890.78520.98150.87240.83100.81340.74300.74180.72370.71200.53250.51530.50580.35540.17530.13191. Xeon Gold 6226R: Detected core count of 162. 2 x Xeon Gold 6226R: Detected core count of 323. Xeon Gold 5218: Detected core count of 164. Xeon Silver 4216: Detected core count of 165. Xeon Gold 5220R: Detected core count of 186. 2 x Xeon Silver 4216: Detected core count of 327. 2 x Xeon Gold 5220R: Detected core count of 368. Xeon Platinum 8280: Detected core count of 289. 2 x Xeon Platinum 8280: Detected core count of 5610. Xeon W-3275M: Detected core count of 2811. EPYC 2 7R32: Detected core count of 4812. 2 x Xeon Platinum 8275CL: Detected core count of 4813. 2 x Xeon Platinum 8275CL NUMA off: Detected core count of 48
OpenBenchmarking.orgGFLOP/s Per Thread, More Is BetterHigh Performance Conjugate Gradient 3.1Performance Per ThreadXeon Gold 6226R2 x Xeon Gold 6226RXeon Gold 5218Xeon Silver 4216Xeon Gold 5220R2 x Xeon Silver 42162 x Xeon Gold 5220RXeon Platinum 82802 x Xeon Platinum 8280Xeon W-3275MEPYC 2 7R322 x Xeon Platinum 8275CL2 x Xeon Platinum 8275CL NUMA off0.09810.19620.29430.39240.49050.43620.41550.40670.37150.37090.36180.35600.26620.25760.25290.17770.08760.06591. Xeon Gold 6226R: Detected thread count of 322. 2 x Xeon Gold 6226R: Detected thread count of 643. Xeon Gold 5218: Detected thread count of 324. Xeon Silver 4216: Detected thread count of 325. Xeon Gold 5220R: Detected thread count of 366. 2 x Xeon Silver 4216: Detected thread count of 647. 2 x Xeon Gold 5220R: Detected thread count of 728. Xeon Platinum 8280: Detected thread count of 569. 2 x Xeon Platinum 8280: Detected thread count of 11210. Xeon W-3275M: Detected thread count of 5611. EPYC 2 7R32: Detected thread count of 9612. 2 x Xeon Platinum 8275CL: Detected thread count of 9613. 2 x Xeon Platinum 8275CL NUMA off: Detected thread count of 96
OpenBenchmarking.orgGFLOP/s Per GHz, More Is BetterHigh Performance Conjugate Gradient 3.1Performance Per Clock2 x Xeon Silver 42162 x Xeon Platinum 82802 x Xeon Gold 6226R2 x Xeon Gold 5220REPYC 2 7R32Xeon Platinum 8280Xeon Silver 4216Xeon Gold 6226RXeon Gold 5220RXeon Gold 5218Xeon W-3275M2 x Xeon Platinum 8275CL2 x Xeon Platinum 8275CL NUMA off2468107.247.216.826.576.093.733.723.583.423.343.082.161.621. 2 x Xeon Silver 4216: Detected GHz base clock speed (use PTS sensors for real-time frequency/sensor reporting) count of 3.20 2. 2 x Xeon Platinum 8280: Detected GHz base clock speed (use PTS sensors for real-time frequency/sensor reporting) count of 4.00 3. 2 x Xeon Gold 6226R: Detected GHz base clock speed (use PTS sensors for real-time frequency/sensor reporting) count of 3.90 4. 2 x Xeon Gold 5220R: Detected GHz base clock speed (use PTS sensors for real-time frequency/sensor reporting) count of 3.90 5. EPYC 2 7R32: Detected GHz base clock speed (use PTS sensors for real-time frequency/sensor reporting) count of 2.806. Xeon Platinum 8280: Detected GHz base clock speed (use PTS sensors for real-time frequency/sensor reporting) count of 4.00 7. Xeon Silver 4216: Detected GHz base clock speed (use PTS sensors for real-time frequency/sensor reporting) count of 3.20 8. Xeon Gold 6226R: Detected GHz base clock speed (use PTS sensors for real-time frequency/sensor reporting) count of 3.90 9. Xeon Gold 5220R: Detected GHz base clock speed (use PTS sensors for real-time frequency/sensor reporting) count of 3.90 10. Xeon Gold 5218: Detected GHz base clock speed (use PTS sensors for real-time frequency/sensor reporting) count of 3.90 11. Xeon W-3275M: Detected GHz base clock speed (use PTS sensors for real-time frequency/sensor reporting) count of 4.60 12. 2 x Xeon Platinum 8275CL: Detected GHz base clock speed (use PTS sensors for real-time frequency/sensor reporting) count of 3.90 13. 2 x Xeon Platinum 8275CL NUMA off: Detected GHz base clock speed (use PTS sensors for real-time frequency/sensor reporting) count of 3.90
OpenBenchmarking.orgGFLOP/s Per Channel, More Is BetterHigh Performance Conjugate Gradient 3.1Performance Per Memory Channel2 x Xeon Platinum 82802 x Xeon Gold 6226R2 x Xeon Gold 5220R2 x Xeon Silver 4216Xeon Platinum 8280Xeon Gold 6226RXeon Gold 5220RXeon Gold 5218EPYC 2 7R32Xeon Silver 42161.08232.16463.24694.32925.41154.814.434.273.862.482.332.232.172.131.981. 2 x Xeon Platinum 8280: Detected channel count of 62. 2 x Xeon Gold 6226R: Detected channel count of 63. 2 x Xeon Gold 5220R: Detected channel count of 64. 2 x Xeon Silver 4216: Detected channel count of 65. Xeon Platinum 8280: Detected channel count of 66. Xeon Gold 6226R: Detected channel count of 67. Xeon Gold 5220R: Detected channel count of 68. Xeon Gold 5218: Detected channel count of 69. EPYC 2 7R32: Detected channel count of 810. Xeon Silver 4216: Detected channel count of 6
OpenBenchmarking.orgGFLOP/s, More Is BetterHigh Performance Conjugate Gradient 3.12 x Xeon Platinum 82802 x Xeon Gold 6226R2 x Xeon Gold 5220R2 x Xeon Silver 4216EPYC 2 7R32Xeon Platinum 8280Xeon W-3275MXeon Gold 6226RXeon Gold 5220RXeon Gold 5218Xeon Silver 42162 x Xeon Platinum 8275CL2 x Xeon Platinum 8275CL NUMA off612182430Min: 28.36 / Avg: 28.85 / Max: 29.14Min: 26.34 / 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: 14.87 / Avg: 14.91 / Max: 14.99Min: 13.94 / Avg: 14.16 / Max: 14.45Min: 13.92 / Avg: 13.96 / Max: 14.01Min: 13.19 / 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 8280EPYC 2 7R322 x Xeon Platinum 8275CL NUMA off2 x Xeon Gold 5220R2 x Xeon Gold 6226R2 x Xeon Platinum 8275CLXeon Platinum 8280Xeon W-3275M2 x Xeon Silver 4216Xeon Gold 5220RXeon Gold 6226RXeon Gold 5218Xeon Silver 42161530456075SE +/- 0.03, 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 +/- 0.02, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 368.4252.3551.8743.1040.4338.7738.3135.1528.9723.6022.4619.4315.59MIN: 66.22 / MAX: 70.39MIN: 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: 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 8280EPYC 2 7R322 x Xeon Platinum 8275CL NUMA off2 x Xeon Gold 5220R2 x Xeon Gold 6226R2 x Xeon Platinum 8275CLXeon Platinum 8280Xeon W-3275M2 x Xeon Silver 4216Xeon Gold 5220RXeon Gold 6226RXeon Gold 5218Xeon Silver 42161326395265Min: 68.36 / Avg: 68.42 / Max: 68.47Min: 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: 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 8280EPYC 2 7R322 x Xeon Platinum 8275CL NUMA off2 x Xeon Gold 5220R2 x Xeon Platinum 8275CL2 x Xeon Gold 6226RXeon Platinum 8280Xeon W-3275M2 x Xeon Silver 4216Xeon Gold 5220RXeon Gold 6226RXeon Gold 5218Xeon Silver 42161326395265SE +/- 0.05, 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 = 358.6945.4344.7237.1536.6734.8033.0530.3525.0720.3419.3216.7713.49MIN: 56.97 / MAX: 60.91MIN: 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: 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 8280EPYC 2 7R322 x Xeon Platinum 8275CL NUMA off2 x Xeon Gold 5220R2 x Xeon Platinum 8275CL2 x Xeon Gold 6226RXeon Platinum 8280Xeon W-3275M2 x Xeon Silver 4216Xeon Gold 5220RXeon Gold 6226RXeon Gold 5218Xeon Silver 42161224364860Min: 58.6 / Avg: 58.69 / Max: 58.78Min: 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: 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

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 Gold 5220R2 x Xeon Gold 6226RXeon Platinum 8280Xeon W-3275M2 x Xeon Silver 4216Xeon Gold 6226RXeon Gold 5220RXeon Silver 4216Xeon Gold 5218246810SE +/- 0.06, N = 3SE +/- 0.05, N = 3SE +/- 0.40, N = 15SE +/- 0.11, N = 15SE +/- 0.30, N = 12SE +/- 0.13, N = 15SE +/- 0.04, N = 3SE +/- 0.03, N = 15SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 38.127.317.157.094.464.324.113.793.652.512.481.881.88MIN: 7.87 / MAX: 8.3MIN: 6.62 / MAX: 7.52MIN: 2.92 / MAX: 8.11MIN: 5.64 / MAX: 7.47MIN: 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: 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 Gold 5220R2 x Xeon Gold 6226RXeon Platinum 8280Xeon W-3275M2 x Xeon Silver 4216Xeon 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: 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: 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 Gold 6226R2 x Xeon Gold 5220RXeon Platinum 8280Xeon W-3275M2 x Xeon Silver 4216Xeon Gold 6226RXeon Gold 5220RXeon Silver 4216Xeon Gold 521890180270360450SE +/- 0.26, N = 3SE +/- 0.40, N = 3SE +/- 0.29, N = 3SE +/- 0.11, N = 3SE +/- 0.52, N = 3SE +/- 0.18, N = 3SE +/- 0.36, N = 3SE +/- 0.32, N = 3SE +/- 0.19, N = 3SE +/- 0.16, N = 3SE +/- 0.39, N = 3SE +/- 0.20, N = 3SE +/- 0.29, N = 3100.47101.34108.94108.97163.32165.96198.25213.36218.06321.53328.81432.11433.42
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 Gold 6226R2 x Xeon Gold 5220RXeon Platinum 8280Xeon W-3275M2 x Xeon Silver 4216Xeon 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: 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: 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

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 82802 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CLXeon Platinum 82802 x Xeon Gold 6226RXeon 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 +/- 0.00318, N = 3SE +/- 0.00024, N = 3SE +/- 0.00979, N = 3SE +/- 0.00157, N = 3SE +/- 0.00475, 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 = 31.240291.251161.331091.462321.497241.745152.126802.225402.231263.065903.364323.994885.31087MIN: 1.17MIN: 1.19MIN: 1.26MIN: 1.44MIN: 1.43MIN: 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 82802 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CLXeon Platinum 82802 x Xeon Gold 6226RXeon W-3275M2 x Xeon Gold 5220REPYC 2 7R32Xeon Gold 6226R2 x Xeon Silver 4216Xeon Gold 5220RXeon Gold 5218Xeon Silver 4216246810Min: 1.23 / Avg: 1.24 / Max: 1.25Min: 1.25 / Avg: 1.25 / Max: 1.25Min: 1.32 / Avg: 1.33 / Max: 1.35Min: 1.46 / Avg: 1.46 / Max: 1.47Min: 1.49 / Avg: 1.5 / Max: 1.5Min: 1.73 / 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

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 8280EPYC 2 7R322 x Xeon Gold 6226R2 x Xeon Gold 5220RXeon Platinum 82802 x Xeon Silver 4216Xeon W-3275MXeon Gold 6226RXeon Gold 5220RXeon Gold 5218Xeon Silver 42160.34140.68281.02421.36561.707SE +/- 0.00133, 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 +/- 0.00117, N = 3SE +/- 0.00122, N = 3SE +/- 0.00100, N = 3SE +/- 0.00193, N = 30.362260.486140.582370.603330.707090.769820.814341.135861.157451.511681.51721
OpenBenchmarking.orgdays/ns x Core, Fewer Is BetterNAMD 2.13Performance Per Core - ATPase Simulation - 327,506 AtomsXeon Gold 6226R2 x Xeon Gold 6226RXeon Platinum 82802 x Xeon Platinum 8280Xeon Gold 5220R2 x Xeon Gold 5220RXeon W-3275MEPYC 2 7R32Xeon Gold 5218Xeon Silver 42162 x Xeon Silver 421661218243018.1718.6419.8020.2920.8321.7222.8023.3424.1924.2824.631. Xeon Gold 6226R: Detected core count of 162. 2 x Xeon Gold 6226R: Detected core count of 323. Xeon Platinum 8280: Detected core count of 284. 2 x Xeon Platinum 8280: Detected core count of 565. Xeon Gold 5220R: Detected core count of 186. 2 x Xeon Gold 5220R: Detected core count of 367. Xeon W-3275M: Detected core count of 288. EPYC 2 7R32: Detected core count of 489. Xeon Gold 5218: Detected core count of 1610. Xeon Silver 4216: Detected core count of 1611. 2 x Xeon Silver 4216: Detected core count of 32
OpenBenchmarking.orgdays/ns x Thread, Fewer Is BetterNAMD 2.13Performance Per Thread - ATPase Simulation - 327,506 AtomsXeon Gold 6226R2 x Xeon Gold 6226RXeon Platinum 82802 x Xeon Platinum 8280Xeon Gold 5220R2 x Xeon Gold 5220RXeon W-3275MEPYC 2 7R32Xeon Gold 5218Xeon Silver 42162 x Xeon Silver 4216112233445536.3537.2739.6040.5741.6743.4445.6046.6748.3748.5549.271. Xeon Gold 6226R: Detected thread count of 322. 2 x Xeon Gold 6226R: Detected thread count of 643. Xeon Platinum 8280: Detected thread count of 564. 2 x Xeon Platinum 8280: Detected thread count of 1125. Xeon Gold 5220R: Detected thread count of 366. 2 x Xeon Gold 5220R: Detected thread count of 727. Xeon W-3275M: Detected thread count of 568. EPYC 2 7R32: Detected thread count of 969. Xeon Gold 5218: Detected thread count of 3210. Xeon Silver 4216: Detected thread count of 3211. 2 x Xeon Silver 4216: Detected thread count of 64
OpenBenchmarking.orgdays/ns x GHz, Fewer Is BetterNAMD 2.13Performance Per Clock - ATPase Simulation - 327,506 AtomsEPYC 2 7R322 x Xeon Platinum 82802 x Xeon Gold 6226R2 x Xeon Gold 5220R2 x Xeon Silver 4216Xeon Platinum 8280Xeon W-3275MXeon Gold 6226RXeon Gold 5220RXeon Silver 4216Xeon Gold 52181.32662.65323.97985.30646.6331.3611.4492.2712.3532.4632.8283.7464.4304.5144.8555.8961. EPYC 2 7R32: Detected GHz base clock speed (use PTS sensors for real-time frequency/sensor reporting) count of 2.802. 2 x Xeon Platinum 8280: Detected GHz base clock speed (use PTS sensors for real-time frequency/sensor reporting) count of 4.00 3. 2 x Xeon Gold 6226R: Detected GHz base clock speed (use PTS sensors for real-time frequency/sensor reporting) count of 3.90 4. 2 x Xeon Gold 5220R: Detected GHz base clock speed (use PTS sensors for real-time frequency/sensor reporting) count of 3.90 5. 2 x Xeon Silver 4216: Detected GHz base clock speed (use PTS sensors for real-time frequency/sensor reporting) count of 3.20 6. Xeon Platinum 8280: Detected GHz base clock speed (use PTS sensors for real-time frequency/sensor reporting) count of 4.00 7. Xeon W-3275M: Detected GHz base clock speed (use PTS sensors for real-time frequency/sensor reporting) count of 4.60 8. Xeon Gold 6226R: Detected GHz base clock speed (use PTS sensors for real-time frequency/sensor reporting) count of 3.90 9. Xeon Gold 5220R: Detected GHz base clock speed (use PTS sensors for real-time frequency/sensor reporting) count of 3.90 10. Xeon Silver 4216: Detected GHz base clock speed (use PTS sensors for real-time frequency/sensor reporting) count of 3.20 11. Xeon Gold 5218: Detected GHz base clock speed (use PTS sensors for real-time frequency/sensor reporting) count of 3.90
OpenBenchmarking.orgdays/ns x Channel, Fewer Is BetterNAMD 2.13Performance Per Memory Channel - ATPase Simulation - 327,506 Atoms2 x Xeon Platinum 82802 x Xeon Gold 6226R2 x Xeon Gold 5220REPYC 2 7R32Xeon Platinum 82802 x Xeon Silver 4216Xeon Gold 6226RXeon Gold 5220RXeon Gold 5218Xeon Silver 421636912152.1743.4943.6203.8894.2434.6196.8156.9459.0709.1031. 2 x Xeon Platinum 8280: Detected channel count of 62. 2 x Xeon Gold 6226R: Detected channel count of 63. 2 x Xeon Gold 5220R: Detected channel count of 64. EPYC 2 7R32: Detected channel count of 85. Xeon Platinum 8280: Detected channel count of 66. 2 x Xeon Silver 4216: Detected channel count of 67. Xeon Gold 6226R: Detected channel count of 68. Xeon Gold 5220R: Detected channel count of 69. Xeon Gold 5218: Detected channel count of 610. Xeon Silver 4216: Detected channel count of 6
OpenBenchmarking.orgdays/ns, Fewer Is BetterNAMD 2.13ATPase Simulation - 327,506 Atoms2 x Xeon Platinum 8280EPYC 2 7R322 x Xeon Gold 6226R2 x Xeon Gold 5220RXeon Platinum 82802 x Xeon Silver 4216Xeon W-3275MXeon Gold 6226RXeon Gold 5220RXeon Gold 5218Xeon Silver 4216246810Min: 0.36 / Avg: 0.36 / Max: 0.36Min: 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: 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 Gold 6226R2 x Xeon Gold 5220RXeon Platinum 8280Xeon W-3275M2 x Xeon Silver 4216Xeon Gold 6226RXeon Gold 5220RXeon Silver 4216Xeon Gold 5218246810SE +/- 0.0970, N = 3SE +/- 0.0948, N = 3SE +/- 0.0164, N = 3SE +/- 0.0262, N = 3SE +/- 0.0036, N = 3SE +/- 0.0120, N = 3SE +/- 0.0032, N = 3SE +/- 0.0035, N = 3SE +/- 0.0265, N = 3SE +/- 0.0145, N = 3SE +/- 0.0243, N = 3SE +/- 0.0165, N = 3SE +/- 0.0034, N = 37.28007.19006.75006.73004.51834.44003.79003.53003.43002.35002.32001.77001.7400MIN: 7.01 / MAX: 7.86MIN: 6.83 / MAX: 7.6MIN: 6.62 / MAX: 7.08MIN: 6.54 / MAX: 7.08MIN: 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: 2.24 / 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 Gold 6226R2 x Xeon Gold 5220RXeon Platinum 8280Xeon W-3275M2 x Xeon Silver 4216Xeon 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: 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: 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 Gold 6226RXeon Platinum 82802 x Xeon Gold 5220RXeon W-3275M2 x Xeon Silver 4216Xeon Gold 6226RXeon Gold 5220RXeon Gold 5218Xeon Silver 421648121620SE +/- 0.00401, N = 3SE +/- 0.01030, N = 3SE +/- 0.00661, N = 3SE +/- 0.00747, N = 3SE +/- 0.00167, N = 3SE +/- 0.00772, N = 3SE +/- 0.03740, N = 3SE +/- 0.01001, N = 3SE +/- 0.00392, N = 3SE +/- 0.04579, N = 3SE +/- 0.00105, N = 3SE +/- 0.00867, N = 33.965103.969064.068475.384026.553747.229757.615958.869139.9036213.1428016.5484016.55160MIN: 3.88MIN: 3.86MIN: 3.93MIN: 5.3MIN: 6.5MIN: 7.13MIN: 6.95MIN: 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 Gold 6226RXeon Platinum 82802 x Xeon Gold 5220RXeon W-3275M2 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: 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: 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 Gold 6226R2 x Xeon Gold 5220RXeon Platinum 8280EPYC 2 7R322 x Xeon Silver 4216Xeon W-3275MXeon Gold 6226RXeon Gold 5220RXeon Gold 5218Xeon Silver 42162M4M6M8M10MSE +/- 67263.16, N = 3SE +/- 5783.12, N = 3SE +/- 39218.76, 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 +/- 11015.14, N = 3SE +/- 6806.86, N = 3SE +/- 8171.77, N = 3SE +/- 1452.97, N = 378800007388333735066749776674821000409000039720003764000365400025830002506000191266718933331. (CC) gcc options: -m64 -lssl -lcrypto -fopenmp -lgmp -pthread -lm -lz -ldl -lcrypt -lbz2
OpenBenchmarking.orgReal C/S Per Core, More Is BetterJohn The Ripper 1.9.0-jumbo-1Performance Per Core - Test: MD5Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Platinum 8275CL2 x Xeon Platinum 8275CL NUMA offXeon Platinum 82802 x Xeon Platinum 8280Xeon Gold 5220R2 x Xeon Gold 5220RXeon W-3275MXeon Gold 5218Xeon Silver 42162 x Xeon Silver 4216EPYC 2 7R3230K60K90K120K150K161437.50155552.09153923.60153138.90146071.43140714.29139222.22133916.67130500.00119541.69118333.31117625.0082750.001. Xeon Gold 6226R: Detected core count of 162. 2 x Xeon Gold 6226R: Detected core count of 323. 2 x Xeon Platinum 8275CL: Detected core count of 484. 2 x Xeon Platinum 8275CL NUMA off: Detected core count of 485. Xeon Platinum 8280: Detected core count of 286. 2 x Xeon Platinum 8280: Detected core count of 567. Xeon Gold 5220R: Detected core count of 188. 2 x Xeon Gold 5220R: Detected core count of 369. Xeon W-3275M: Detected core count of 2810. Xeon Gold 5218: Detected core count of 1611. Xeon Silver 4216: Detected core count of 1612. 2 x Xeon Silver 4216: Detected core count of 3213. EPYC 2 7R32: Detected core count of 48
OpenBenchmarking.orgReal C/S Per Thread, More Is BetterJohn The Ripper 1.9.0-jumbo-1Performance Per Thread - Test: MD5Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Platinum 8275CL2 x Xeon Platinum 8275CL NUMA offXeon Platinum 82802 x Xeon Platinum 8280Xeon Gold 5220R2 x Xeon Gold 5220RXeon W-3275MXeon Gold 5218Xeon Silver 42162 x Xeon Silver 4216EPYC 2 7R3220K40K60K80K100K80718.7577776.0576961.8076569.4573035.7170357.1469611.1166958.3365250.0059770.8459166.6658812.5041375.001. Xeon Gold 6226R: Detected thread count of 322. 2 x Xeon Gold 6226R: Detected thread count of 643. 2 x Xeon Platinum 8275CL: Detected thread count of 964. 2 x Xeon Platinum 8275CL NUMA off: Detected thread count of 965. Xeon Platinum 8280: Detected thread count of 566. 2 x Xeon Platinum 8280: Detected thread count of 1127. Xeon Gold 5220R: Detected thread count of 368. 2 x Xeon Gold 5220R: Detected thread count of 729. Xeon W-3275M: Detected thread count of 5610. Xeon Gold 5218: Detected thread count of 3211. Xeon Silver 4216: Detected thread count of 3212. 2 x Xeon Silver 4216: Detected thread count of 6413. EPYC 2 7R32: Detected thread count of 96
OpenBenchmarking.orgReal C/S Per GHz, More Is BetterJohn The Ripper 1.9.0-jumbo-1Performance Per Clock - Test: MD52 x Xeon Platinum 82802 x Xeon Platinum 8275CL2 x Xeon Platinum 8275CL NUMA offEPYC 2 7R322 x Xeon Gold 6226R2 x Xeon Gold 5220R2 x Xeon Silver 4216Xeon Platinum 8280Xeon W-3275MXeon Gold 6226RXeon Gold 5220RXeon Silver 4216Xeon Gold 5218400K800K1200K1600K2000K1970000.001894444.361884786.411418571.431276324.871236153.851176250.001022500.00794347.83662307.69642564.10591666.56490427.441. 2 x Xeon Platinum 8280: Detected GHz base clock speed (use PTS sensors for real-time frequency/sensor reporting) count of 4.00 2. 2 x Xeon Platinum 8275CL: Detected GHz base clock speed (use PTS sensors for real-time frequency/sensor reporting) count of 3.90 3. 2 x Xeon Platinum 8275CL NUMA off: Detected GHz base clock speed (use PTS sensors for real-time frequency/sensor reporting) count of 3.90 4. EPYC 2 7R32: Detected GHz base clock speed (use PTS sensors for real-time frequency/sensor reporting) count of 2.805. 2 x Xeon Gold 6226R: Detected GHz base clock speed (use PTS sensors for real-time frequency/sensor reporting) count of 3.90 6. 2 x Xeon Gold 5220R: Detected GHz base clock speed (use PTS sensors for real-time frequency/sensor reporting) count of 3.90 7. 2 x Xeon Silver 4216: Detected GHz base clock speed (use PTS sensors for real-time frequency/sensor reporting) count of 3.20 8. Xeon Platinum 8280: Detected GHz base clock speed (use PTS sensors for real-time frequency/sensor reporting) count of 4.00 9. Xeon W-3275M: Detected GHz base clock speed (use PTS sensors for real-time frequency/sensor reporting) count of 4.60 10. Xeon Gold 6226R: Detected GHz base clock speed (use PTS sensors for real-time frequency/sensor reporting) count of 3.90 11. Xeon Gold 5220R: Detected GHz base clock speed (use PTS sensors for real-time frequency/sensor reporting) count of 3.90 12. Xeon Silver 4216: Detected GHz base clock speed (use PTS sensors for real-time frequency/sensor reporting) count of 3.20 13. Xeon Gold 5218: Detected GHz base clock speed (use PTS sensors for real-time frequency/sensor reporting) count of 3.90
OpenBenchmarking.orgReal C/S Per Channel, More Is BetterJohn The Ripper 1.9.0-jumbo-1Performance Per Memory Channel - Test: MD52 x Xeon Platinum 82802 x Xeon Gold 6226R2 x Xeon Gold 5220RXeon Platinum 82802 x Xeon Silver 4216EPYC 2 7R32Xeon Gold 6226RXeon Gold 5220RXeon Gold 5218Xeon Silver 4216300K600K900K1200K1500K1313333.33829611.17803500.00681666.67627333.33496500.00430500.00417666.67318777.83315555.501. 2 x Xeon Platinum 8280: Detected channel count of 62. 2 x Xeon Gold 6226R: Detected channel count of 63. 2 x Xeon Gold 5220R: Detected channel count of 64. Xeon Platinum 8280: Detected channel count of 65. 2 x Xeon Silver 4216: Detected channel count of 66. EPYC 2 7R32: Detected channel count of 87. Xeon Gold 6226R: Detected channel count of 68. Xeon Gold 5220R: Detected channel count of 69. Xeon Gold 5218: Detected channel count of 610. Xeon Silver 4216: Detected channel count of 6
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 Gold 6226R2 x Xeon Gold 5220RXeon Platinum 8280EPYC 2 7R322 x Xeon Silver 4216Xeon W-3275MXeon 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: 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: 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 Gold 6226R2 x Xeon Gold 5220RXeon Platinum 8280Xeon W-3275M2 x Xeon Silver 4216Xeon Gold 6226RXeon Gold 5220RXeon Silver 4216Xeon Gold 5218120240360480600SE +/- 0.26, N = 3SE +/- 0.51, N = 3SE +/- 0.11, N = 3SE +/- 0.15, N = 3SE +/- 0.09, N = 3SE +/- 0.10, N = 3SE +/- 0.05, N = 3SE +/- 0.73, N = 3SE +/- 0.50, N = 3SE +/- 0.22, N = 3SE +/- 0.03, N = 3SE +/- 0.46, N = 3SE +/- 0.31, N = 3129.01132.04139.00139.11207.41208.30246.31265.41272.72400.96404.78531.39531.98
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 Gold 6226R2 x Xeon Gold 5220RXeon Platinum 8280Xeon W-3275M2 x Xeon Silver 4216Xeon 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: 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: 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 8275CLEPYC 2 7R322 x Xeon Gold 6226R2 x Xeon Gold 5220RXeon Platinum 82802 x Xeon Silver 4216Xeon W-3275MXeon Gold 6226RXeon Gold 5220RXeon Gold 5218Xeon Silver 421620K40K60K80K100KSE +/- 700.53, N = 3SE +/- 78.50, N = 3SE +/- 465.66, 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 +/- 60.93, N = 3SE +/- 77.98, N = 3SE +/- 6.03, N = 3SE +/- 24.29, N = 3840847832777771664755348551324428644102140326271262554721403204241. (CC) gcc options: -m64 -lssl -lcrypto -fopenmp -lgmp -pthread -lm -lz -ldl -lcrypt -lbz2
OpenBenchmarking.orgReal C/S Per Core, More Is BetterJohn The Ripper 1.9.0-jumbo-1Performance Per Core - Test: BlowfishXeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CLXeon Platinum 82802 x Xeon Platinum 8280Xeon W-3275M2 x Xeon Gold 5220RXeon Gold 5220REPYC 2 7R32Xeon Gold 52182 x Xeon Silver 4216Xeon Silver 42164008001200160020001695.381671.411631.811620.231530.861501.501440.211425.671419.281384.901337.691281.911276.501. Xeon Gold 6226R: Detected core count of 162. 2 x Xeon Gold 6226R: Detected core count of 323. 2 x Xeon Platinum 8275CL NUMA off: Detected core count of 484. 2 x Xeon Platinum 8275CL: Detected core count of 485. Xeon Platinum 8280: Detected core count of 286. 2 x Xeon Platinum 8280: Detected core count of 567. Xeon W-3275M: Detected core count of 288. 2 x Xeon Gold 5220R: Detected core count of 369. Xeon Gold 5220R: Detected core count of 1810. EPYC 2 7R32: Detected core count of 4811. Xeon Gold 5218: Detected core count of 1612. 2 x Xeon Silver 4216: Detected core count of 3213. Xeon Silver 4216: Detected core count of 16
OpenBenchmarking.orgReal C/S Per Thread, More Is BetterJohn The Ripper 1.9.0-jumbo-1Performance Per Thread - Test: BlowfishXeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CLXeon Platinum 82802 x Xeon Platinum 8280Xeon W-3275M2 x Xeon Gold 5220RXeon Gold 5220REPYC 2 7R32Xeon Gold 52182 x Xeon Silver 4216Xeon Silver 42162004006008001000847.69835.70815.91810.11765.43750.75720.11712.83709.64692.45668.84640.95638.251. Xeon Gold 6226R: Detected thread count of 322. 2 x Xeon Gold 6226R: Detected thread count of 643. 2 x Xeon Platinum 8275CL NUMA off: Detected thread count of 964. 2 x Xeon Platinum 8275CL: Detected thread count of 965. Xeon Platinum 8280: Detected thread count of 566. 2 x Xeon Platinum 8280: Detected thread count of 1127. Xeon W-3275M: Detected thread count of 568. 2 x Xeon Gold 5220R: Detected thread count of 729. Xeon Gold 5220R: Detected thread count of 3610. EPYC 2 7R32: Detected thread count of 9611. Xeon Gold 5218: Detected thread count of 3212. 2 x Xeon Silver 4216: Detected thread count of 6413. Xeon Silver 4216: Detected thread count of 32
OpenBenchmarking.orgReal C/S Per GHz, More Is BetterJohn The Ripper 1.9.0-jumbo-1Performance Per Clock - Test: BlowfishEPYC 2 7R322 x Xeon Platinum 82802 x Xeon Platinum 8275CL NUMA off2 x Xeon Platinum 8275CL2 x Xeon Gold 6226R2 x Xeon Gold 5220R2 x Xeon Silver 4216Xeon Platinum 8280Xeon W-3275MXeon Gold 6226RXeon Gold 5220RXeon Silver 4216Xeon Gold 52185K10K15K20K25K23741.0721021.0020083.8519941.2813714.1013160.0012819.0610716.008766.526955.386550.516382.505487.951. EPYC 2 7R32: Detected GHz base clock speed (use PTS sensors for real-time frequency/sensor reporting) count of 2.802. 2 x Xeon Platinum 8280: Detected GHz base clock speed (use PTS sensors for real-time frequency/sensor reporting) count of 4.00 3. 2 x Xeon Platinum 8275CL NUMA off: Detected GHz base clock speed (use PTS sensors for real-time frequency/sensor reporting) count of 3.90 4. 2 x Xeon Platinum 8275CL: Detected GHz base clock speed (use PTS sensors for real-time frequency/sensor reporting) count of 3.90 5. 2 x Xeon Gold 6226R: Detected GHz base clock speed (use PTS sensors for real-time frequency/sensor reporting) count of 3.90 6. 2 x Xeon Gold 5220R: Detected GHz base clock speed (use PTS sensors for real-time frequency/sensor reporting) count of 3.90 7. 2 x Xeon Silver 4216: Detected GHz base clock speed (use PTS sensors for real-time frequency/sensor reporting) count of 3.20 8. Xeon Platinum 8280: Detected GHz base clock speed (use PTS sensors for real-time frequency/sensor reporting) count of 4.00 9. Xeon W-3275M: Detected GHz base clock speed (use PTS sensors for real-time frequency/sensor reporting) count of 4.60 10. Xeon Gold 6226R: Detected GHz base clock speed (use PTS sensors for real-time frequency/sensor reporting) count of 3.90 11. Xeon Gold 5220R: Detected GHz base clock speed (use PTS sensors for real-time frequency/sensor reporting) count of 3.90 12. Xeon Silver 4216: Detected GHz base clock speed (use PTS sensors for real-time frequency/sensor reporting) count of 3.20 13. Xeon Gold 5218: Detected GHz base clock speed (use PTS sensors for real-time frequency/sensor reporting) count of 3.90
OpenBenchmarking.orgReal C/S Per Channel, More Is BetterJohn The Ripper 1.9.0-jumbo-1Performance Per Memory Channel - Test: Blowfish2 x Xeon Platinum 82802 x Xeon Gold 6226R2 x Xeon Gold 5220REPYC 2 7R32Xeon Platinum 82802 x Xeon Silver 4216Xeon Gold 6226RXeon Gold 5220RXeon Gold 5218Xeon Silver 42163K6K9K12K15K14014.008914.178554.008309.387144.006836.834521.004257.833567.173404.001. 2 x Xeon Platinum 8280: Detected channel count of 62. 2 x Xeon Gold 6226R: Detected channel count of 63. 2 x Xeon Gold 5220R: Detected channel count of 64. EPYC 2 7R32: Detected channel count of 85. Xeon Platinum 8280: Detected channel count of 66. 2 x Xeon Silver 4216: Detected channel count of 67. Xeon Gold 6226R: Detected channel count of 68. Xeon Gold 5220R: Detected channel count of 69. Xeon Gold 5218: Detected channel count of 610. Xeon Silver 4216: Detected channel count of 6
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 8275CLEPYC 2 7R322 x Xeon Gold 6226R2 x Xeon Gold 5220RXeon Platinum 82802 x Xeon Silver 4216Xeon W-3275MXeon 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: 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: 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 Gold 6226R2 x Xeon Gold 5220RXeon Platinum 8280Xeon W-3275M2 x Xeon Silver 4216Xeon Gold 6226RXeon Gold 5220RXeon Gold 5218Xeon Silver 42163K6K9K12K15KSE +/- 7.97, N = 3SE +/- 25.92, N = 3SE +/- 4.78, N = 3SE +/- 0.59, N = 3SE +/- 10.40, N = 3SE +/- 3.52, N = 3SE +/- 11.11, N = 3SE +/- 41.02, N = 3SE +/- 109.20, N = 3SE +/- 9.11, N = 3SE +/- 11.33, N = 3SE +/- 2.59, N = 3SE +/- 13.03, N = 33005.483076.763250.893252.484821.244896.415919.946183.116329.949374.609696.9211821.3012300.30MIN: 2934.55MIN: 3011.81MIN: 3176.52MIN: 3175.14MIN: 4760.44MIN: 4854.07MIN: 5895.99MIN: 5934.01MIN: 6190.58MIN: 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 Gold 6226R2 x Xeon Gold 5220RXeon Platinum 8280Xeon W-3275M2 x Xeon Silver 4216Xeon 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: 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: 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 82802 x Xeon Gold 6226REPYC 2 7R32Xeon W-3275M2 x Xeon Gold 5220R2 x Xeon Silver 4216Xeon Platinum 8280Xeon Gold 6226RXeon Gold 5220RXeon Gold 5218Xeon Silver 42168M16M24M32M40MSE +/- 12198.08, N = 3SE +/- 131246.22, 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 +/- 33688.94, N = 3SE +/- 19484.28, N = 3SE +/- 20987.71, N = 3<