Xeon & EPYC Tests

Various Server CPU benchmarks

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AV1 2 Tests
Bioinformatics 2 Tests
Chess Test Suite 2 Tests
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C/C++ Compiler Tests 16 Tests
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CPU Massive 27 Tests
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Cryptography 3 Tests
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Fortran Tests 4 Tests
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HPC - High Performance Computing 13 Tests
Java 2 Tests
Machine Learning 4 Tests
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MPI Benchmarks 5 Tests
Multi-Core 28 Tests
NVIDIA GPU Compute 4 Tests
Intel oneAPI 4 Tests
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Programmer / Developer System Benchmarks 9 Tests
Python 5 Tests
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Scientific Computing 6 Tests
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Server CPU Tests 22 Tests
Single-Threaded 6 Tests
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Date
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  Test
  Duration
Xeon W-3275M
April 19 2020
  9 Hours, 52 Minutes
Xeon Platinum 8259CL
October 03 2020
  10 Hours, 8 Minutes
2 x Xeon Platinum 8259CL NUMA off
September 17 2020
  9 Hours, 36 Minutes
2 x Xeon Platinum 8259CL
September 16 2020
  9 Hours, 25 Minutes
Xeon Platinum 8272CL
October 19 2020
  9 Hours, 25 Minutes
2 x Xeon Platinum 8272CL NUMA off
October 18 2020
  9 Hours, 58 Minutes
2 x Xeon Platinum 8272CL
October 17 2020
  9 Hours, 33 Minutes
Xeon Platinum 8280
March 28 2020
  8 Hours, 39 Minutes
2 x Xeon Platinum 8280
March 28 2020
  8 Hours, 49 Minutes
Xeon Platinum 8375C
May 22 2021
  8 Hours, 39 Minutes
2 x Xeon Platinum 8375C NUMA off
May 23 2021
  9 Hours, 17 Minutes
2 x Xeon Platinum 8375C
May 21 2021
  10 Hours, 27 Minutes
Xeon Platinum 8480+
July 08 2023
  9 Hours, 6 Minutes
EPYC 2 7R32
August 22 2020
  7 Hours, 24 Minutes
EPYC 3 7K83
July 16 2023
  6 Hours, 52 Minutes
EPYC 3 7K83 NPS 4
July 17 2023
  7 Hours, 10 Minutes
HSGP1Comparison
November 14 2023
  5 Hours, 54 Minutes
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  8 Hours, 50 Minutes

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Xeon & EPYC TestsProcessorMotherboardChipsetMemoryDiskGraphicsAudioMonitorNetworkOSKernelDesktopDisplay ServerDisplay DriverOpenGLCompilerFile-SystemScreen ResolutionOpenCLVulkanXeon W-3275MXeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CLXeon Platinum 8272CL2 x Xeon Platinum 8272CL NUMA off2 x Xeon Platinum 8272CLXeon Platinum 82802 x Xeon Platinum 8280Xeon Platinum 8375C2 x Xeon Platinum 8375C NUMA off2 x Xeon Platinum 8375CXeon Platinum 8480+EPYC 2 7R32EPYC 3 7K83EPYC 3 7K83 NPS 4HSGP1ComparisonIntel Xeon W-3275M @ 4.60GHz (28 Cores / 56 Threads)Supermicro X11SPA-T v1.01 (3.1 BIOS)Intel Sky Lake-E DMI3 Registers188GB2 x 1024GB Samsung SSD 970 PRO 1TBeVGA NVIDIA GeForce RTX 2080 Ti 11GB (1350/7000MHz)Realtek ALC888-VDBenQ SW271Intel I210 + Aquantia AQC107 NBase-T/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 10.1ext43840x2160Intel Xeon Platinum 8259L @ 3.50GHz (24 Cores / 48 Threads)ASRockRack EP2C621D16-4LP (P2.20 BIOS)6 x 16384 MB DDR4-3200MT/s Hynix HMA82GR7CJR8N-XN256GB TOSHIBA THNSNJ25llvmpipe 93GBNVIDIA Device 10f8DELL UP2516D4 x Intel X722 for 1GbE5.3.0-64-generic (x86_64)GNOME Shell 3.34.1X Server3.3 Mesa 19.2.8 (LLVM 9.0 256 bits)GCC 9.2.1 201910082560x14402 x Intel Xeon Platinum 8259L @ 3.50GHz (48 Cores / 96 Threads)12 x 16384 MB DDR4-3200MT/s Hynix HMA82GR7CJR8N-XNllvmpipe 188GBIntel Xeon Platinum 8272CL @ 3.70GHz (26 Cores / 52 Threads)6 x 16384 MB DDR4-3200MT/s Hynix HMA82GR7CJR8N-XNllvmpipe 93GB2 x Intel Xeon Platinum 8272CL @ 3.70GHz (52 Cores / 104 Threads)12 x 16384 MB DDR4-3200MT/s Hynix HMA82GR7CJR8N-XN600GB INTEL SSDSC2BB60 + 10001GB Seagate ST10000NM0016-1T + 256GB TOSHIBA THNSNJ25llvmpipe 188GB256GB TOSHIBA THNSNJ25Intel Xeon Platinum 8280 @ 4.00GHz (28 Cores / 56 Threads)GIGABYTE MD61-SC2-00 v01000100 (T15 BIOS)6 x 32 GB DDR4-2933MT/s HMA84GR7CJR4N-WM280GB INTEL SSDPED1D280GAASPEEDVE2282 x Intel X722 for 1GbE + 2 x QLogic FastLinQ QL41000 10/25/40/50GbEUbuntu 20.045.4.0-18-generic (x86_64)GNOME Shell 3.36.0X Server 1.20.7modesetting 1.20.7GCC 9.3.01024x7682 x Intel Xeon Platinum 8280 @ 4.00GHz (56 Cores / 112 Threads)12 x 32 GB DDR4-2933MT/s HMA84GR7CJR4N-WMIntel Xeon Platinum 8375C @ 3.50GHz (32 Cores / 64 Threads)Supermicro X12DPi-N6 v1.00 (1.0a BIOS)Intel Device 09988 x 16384 MB DDR4-3200MT/s Samsung M393A2K43CB2-CWE600GB INTEL SSDSC2BB60 + 10001GB Seagate ST10000NM0016-1T + 256GB TOSHIBA THNSNJ25llvmpipe 126GBCrystal View2 x Intel I350Ubuntu 19.105.3.0-64-generic (x86_64)GNOME Shell 3.34.1X Server3.3 Mesa 19.2.8 (LLVM 9.0 256 bits)GCC 9.2.1 20191008800x6002 x Intel Xeon Platinum 8375C @ 3.50GHz (64 Cores / 128 Threads)16 x 16384 MB DDR4-3200MT/s Samsung M393A2K43CB2-CWEllvmpipe 251GBllvmpipe 252GBIntel Xeon Platinum 8480+ @ 2.00GHz (56 Cores / 112 Threads)Supermicro X13DEI v1.01 (1.1 BIOS)Intel Device 1bce8 x 32 GB 4800MT/s MTC20F2085S1RC48BA19256GB TOSHIBA THNSNJ25llvmpipe 8GBNVIDIA Device 10f82 x Broadcom NetXtreme BCM5720 2-port PCIe5.3.0-18-generic (x86_64)X Server 1.20.5modesetting 1.20.53.3 Mesa 19.2.1 (LLVM 9.0 256 bits)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 126GB2 x Intel I2105.3.0-64-generic (x86_64)X Server3.3 Mesa 19.2.8 (LLVM 9.0 128 bits)AMD EPYC 7K83 64-Core @ 2.45GHz (64 Cores / 128 Threads)Supermicro H12SSL-i v1.01 (2.5 BIOS)126GB256GB TOSHIBA THNSNJ25 + 2 x 16001GB WUH721816ALE6L4 + 600GB INTEL SSDSC2BB60llvmpipe 8GBNVIDIA Device 10f82 x Broadcom NetXtreme BCM5720 2-port PCIeX Server 1.20.5modesetting 1.20.52 x AMD EPYC 7313 16-Core @ 3.00GHz (32 Cores / 64 Threads)TYAN S8251GM2NE-2T (V2.03A.B10 BIOS)128GB3841GB DAPUSTOR DPH311T4T003T8llvmpipe2 x Intel 10G X550T + 2 x Intel X710 for 10GbE SFP+Ubuntu 20.045.15.0-88-generic (x86_64)GNOME Shell 3.36.4X Server 1.20.13NVIDIA4.5 Mesa 21.2.6 (LLVM 12.0.0 256 bits)OpenCL 3.0 CUDA 12.0.1511.3.224GCC 9.4.01920x1080OpenBenchmarking.orgCompiler Details- Xeon W-3275M: --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-bootstrap --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-gnu-unique-object --enable-languages=c,ada,c++,go,brig,d,fortran,objc,obj-c++,gm2 --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-offload-targets=nvptx-none,hsa --enable-plugin --enable-shared --enable-threads=posix --host=x86_64-linux-gnu --program-prefix=x86_64-linux-gnu- --target=x86_64-linux-gnu --with-abi=m64 --with-arch-32=i686 --with-default-libstdcxx-abi=new --with-gcc-major-version-only --with-multilib-list=m32,m64,mx32 --with-target-system-zlib=auto --with-tune=generic --without-cuda-driver -v- Xeon Platinum 8259CL: --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-bootstrap --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-gnu-unique-object --enable-languages=c,ada,c++,go,brig,d,fortran,objc,obj-c++,gm2 --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-offload-targets=nvptx-none,hsa --enable-plugin --enable-shared --enable-threads=posix --host=x86_64-linux-gnu --program-prefix=x86_64-linux-gnu- --target=x86_64-linux-gnu --with-abi=m64 --with-arch-32=i686 --with-default-libstdcxx-abi=new --with-gcc-major-version-only --with-multilib-list=m32,m64,mx32 --with-target-system-zlib=auto --with-tune=generic --without-cuda-driver -v- 2 x Xeon Platinum 8259CL NUMA off: --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-bootstrap --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-gnu-unique-object --enable-languages=c,ada,c++,go,brig,d,fortran,objc,obj-c++,gm2 --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-offload-targets=nvptx-none,hsa --enable-plugin --enable-shared --enable-threads=posix --host=x86_64-linux-gnu --program-prefix=x86_64-linux-gnu- --target=x86_64-linux-gnu --with-abi=m64 --with-arch-32=i686 --with-default-libstdcxx-abi=new --with-gcc-major-version-only --with-multilib-list=m32,m64,mx32 --with-target-system-zlib=auto --with-tune=generic --without-cuda-driver -v- 2 x Xeon Platinum 8259CL: --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-bootstrap --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-gnu-unique-object --enable-languages=c,ada,c++,go,brig,d,fortran,objc,obj-c++,gm2 --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-offload-targets=nvptx-none,hsa --enable-plugin --enable-shared --enable-threads=posix --host=x86_64-linux-gnu --program-prefix=x86_64-linux-gnu- --target=x86_64-linux-gnu --with-abi=m64 --with-arch-32=i686 --with-default-libstdcxx-abi=new --with-gcc-major-version-only --with-multilib-list=m32,m64,mx32 --with-target-system-zlib=auto --with-tune=generic --without-cuda-driver -v- Xeon Platinum 8272CL: --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-bootstrap --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-gnu-unique-object --enable-languages=c,ada,c++,go,brig,d,fortran,objc,obj-c++,gm2 --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-offload-targets=nvptx-none,hsa --enable-plugin --enable-shared --enable-threads=posix --host=x86_64-linux-gnu --program-prefix=x86_64-linux-gnu- --target=x86_64-linux-gnu --with-abi=m64 --with-arch-32=i686 --with-default-libstdcxx-abi=new --with-gcc-major-version-only --with-multilib-list=m32,m64,mx32 --with-target-system-zlib=auto --with-tune=generic --without-cuda-driver -v- 2 x Xeon Platinum 8272CL NUMA off: --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-bootstrap --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-gnu-unique-object --enable-languages=c,ada,c++,go,brig,d,fortran,objc,obj-c++,gm2 --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-offload-targets=nvptx-none,hsa --enable-plugin --enable-shared --enable-threads=posix --host=x86_64-linux-gnu --program-prefix=x86_64-linux-gnu- --target=x86_64-linux-gnu --with-abi=m64 --with-arch-32=i686 --with-default-libstdcxx-abi=new --with-gcc-major-version-only --with-multilib-list=m32,m64,mx32 --with-target-system-zlib=auto --with-tune=generic --without-cuda-driver -v- 2 x Xeon Platinum 8272CL: --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-bootstrap --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-gnu-unique-object --enable-languages=c,ada,c++,go,brig,d,fortran,objc,obj-c++,gm2 --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-offload-targets=nvptx-none,hsa --enable-plugin --enable-shared --enable-threads=posix --host=x86_64-linux-gnu --program-prefix=x86_64-linux-gnu- --target=x86_64-linux-gnu --with-abi=m64 --with-arch-32=i686 --with-default-libstdcxx-abi=new --with-gcc-major-version-only --with-multilib-list=m32,m64,mx32 --with-target-system-zlib=auto --with-tune=generic --without-cuda-driver -v- Xeon Platinum 8280: --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-gnu-unique-object --enable-languages=c,ada,c++,go,brig,d,fortran,objc,obj-c++,gm2 --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-targets=nvptx-none,hsa --enable-plugin --enable-shared --enable-threads=posix --host=x86_64-linux-gnu --program-prefix=x86_64-linux-gnu- --target=x86_64-linux-gnu --with-abi=m64 --with-arch-32=i686 --with-default-libstdcxx-abi=new --with-gcc-major-version-only --with-multilib-list=m32,m64,mx32 --with-target-system-zlib=auto --with-tune=generic --without-cuda-driver -v- 2 x Xeon Platinum 8280: --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-gnu-unique-object --enable-languages=c,ada,c++,go,brig,d,fortran,objc,obj-c++,gm2 --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-targets=nvptx-none,hsa --enable-plugin --enable-shared --enable-threads=posix --host=x86_64-linux-gnu --program-prefix=x86_64-linux-gnu- --target=x86_64-linux-gnu --with-abi=m64 --with-arch-32=i686 --with-default-libstdcxx-abi=new --with-gcc-major-version-only --with-multilib-list=m32,m64,mx32 --with-target-system-zlib=auto --with-tune=generic --without-cuda-driver -v- Xeon Platinum 8375C: --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-bootstrap --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-gnu-unique-object --enable-languages=c,ada,c++,go,brig,d,fortran,objc,obj-c++,gm2 --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-offload-targets=nvptx-none,hsa --enable-plugin --enable-shared --enable-threads=posix --host=x86_64-linux-gnu --program-prefix=x86_64-linux-gnu- --target=x86_64-linux-gnu --with-abi=m64 --with-arch-32=i686 --with-default-libstdcxx-abi=new --with-gcc-major-version-only --with-multilib-list=m32,m64,mx32 --with-target-system-zlib=auto --with-tune=generic --without-cuda-driver -v- 2 x Xeon Platinum 8375C NUMA off: --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-bootstrap --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-gnu-unique-object --enable-languages=c,ada,c++,go,brig,d,fortran,objc,obj-c++,gm2 --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-offload-targets=nvptx-none,hsa --enable-plugin --enable-shared --enable-threads=posix --host=x86_64-linux-gnu --program-prefix=x86_64-linux-gnu- --target=x86_64-linux-gnu --with-abi=m64 --with-arch-32=i686 --with-default-libstdcxx-abi=new --with-gcc-major-version-only --with-multilib-list=m32,m64,mx32 --with-target-system-zlib=auto --with-tune=generic --without-cuda-driver -v- 2 x Xeon Platinum 8375C: --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-bootstrap --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-gnu-unique-object --enable-languages=c,ada,c++,go,brig,d,fortran,objc,obj-c++,gm2 --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-offload-targets=nvptx-none,hsa --enable-plugin --enable-shared --enable-threads=posix --host=x86_64-linux-gnu --program-prefix=x86_64-linux-gnu- --target=x86_64-linux-gnu --with-abi=m64 --with-arch-32=i686 --with-default-libstdcxx-abi=new --with-gcc-major-version-only --with-multilib-list=m32,m64,mx32 --with-target-system-zlib=auto --with-tune=generic --without-cuda-driver -v- Xeon Platinum 8480+: --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-bootstrap --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-gnu-unique-object --enable-languages=c,ada,c++,go,brig,d,fortran,objc,obj-c++,gm2 --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-offload-targets=nvptx-none,hsa --enable-plugin --enable-shared --enable-threads=posix --host=x86_64-linux-gnu --program-prefix=x86_64-linux-gnu- --target=x86_64-linux-gnu --with-abi=m64 --with-arch-32=i686 --with-default-libstdcxx-abi=new --with-gcc-major-version-only --with-multilib-list=m32,m64,mx32 --with-target-system-zlib=auto --with-tune=generic --without-cuda-driver -v- EPYC 2 7R32: --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-bootstrap --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-gnu-unique-object --enable-languages=c,ada,c++,go,brig,d,fortran,objc,obj-c++,gm2 --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-offload-targets=nvptx-none,hsa --enable-plugin --enable-shared --enable-threads=posix --host=x86_64-linux-gnu --program-prefix=x86_64-linux-gnu- --target=x86_64-linux-gnu --with-abi=m64 --with-arch-32=i686 --with-default-libstdcxx-abi=new --with-gcc-major-version-only --with-multilib-list=m32,m64,mx32 --with-target-system-zlib=auto --with-tune=generic --without-cuda-driver -v- EPYC 3 7K83: --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 3 7K83 NPS 4: --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- HSGP1Comparison: --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=/build/gcc-9-9QDOt0/gcc-9-9.4.0/debian/tmp-nvptx/usr,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- Xeon W-3275M: Scaling Governor: intel_pstate powersave - CPU Microcode: 0x500002c- Xeon Platinum 8259CL: Scaling Governor: intel_pstate powersave - CPU Microcode: 0x4002f01- 2 x Xeon Platinum 8259CL NUMA off: Scaling Governor: intel_pstate powersave - CPU Microcode: 0x4002f01- 2 x Xeon Platinum 8259CL: Scaling Governor: intel_pstate powersave - CPU Microcode: 0x4002f01- Xeon Platinum 8272CL: Scaling Governor: intel_pstate powersave - CPU Microcode: 0x5002f01- 2 x Xeon Platinum 8272CL NUMA off: Scaling Governor: intel_pstate powersave - CPU Microcode: 0x5002f01- 2 x Xeon Platinum 8272CL: Scaling Governor: intel_pstate powersave - CPU Microcode: 0x5002f01- Xeon Platinum 8280: Scaling Governor: intel_pstate powersave - CPU Microcode: 0x500002c- 2 x Xeon Platinum 8280: Scaling Governor: intel_pstate powersave - CPU Microcode: 0x500002c- Xeon Platinum 8375C: Scaling Governor: acpi-cpufreq ondemand - CPU Microcode: 0xd0001b2- 2 x Xeon Platinum 8375C NUMA off: Scaling Governor: acpi-cpufreq ondemand - CPU Microcode: 0xd0001b2- 2 x Xeon Platinum 8375C: Scaling Governor: acpi-cpufreq ondemand - CPU Microcode: 0xd0001b2- Xeon Platinum 8480+: Scaling Governor: acpi-cpufreq ondemand - CPU Microcode: 0x2b000161- EPYC 2 7R32: Scaling Governor: acpi-cpufreq ondemand - CPU Microcode: 0x8301034- EPYC 3 7K83: Scaling Governor: acpi-cpufreq ondemand - CPU Microcode: 0xa001173- EPYC 3 7K83 NPS 4: Scaling Governor: acpi-cpufreq ondemand - CPU Microcode: 0xa001173- HSGP1Comparison: Scaling Governor: acpi-cpufreq ondemand (Boost: Enabled) - CPU Microcode: 0xa0011d1OpenCL Details- Xeon W-3275M: GPU Compute Cores: 4352Java Details- Xeon W-3275M: OpenJDK Runtime Environment (build 11.0.6+10-post-Ubuntu-1ubuntu119.10.1)- Xeon Platinum 8259CL: OpenJDK Runtime Environment (build 11.0.7+10-post-Ubuntu-2ubuntu219.10)- 2 x Xeon Platinum 8259CL NUMA off: OpenJDK Runtime Environment (build 11.0.7+10-post-Ubuntu-2ubuntu219.10)- 2 x Xeon Platinum 8259CL: OpenJDK Runtime Environment (build 11.0.7+10-post-Ubuntu-2ubuntu219.10)- Xeon Platinum 8272CL: OpenJDK Runtime Environment (build 11.0.7+10-post-Ubuntu-2ubuntu219.10)- 2 x Xeon Platinum 8272CL NUMA off: OpenJDK Runtime Environment (build 11.0.7+10-post-Ubuntu-2ubuntu219.10)- 2 x Xeon Platinum 8272CL: OpenJDK Runtime Environment (build 11.0.7+10-post-Ubuntu-2ubuntu219.10)- Xeon Platinum 8280: OpenJDK Runtime Environment (build 11.0.6+10-post-Ubuntu-2ubuntu2)- 2 x Xeon Platinum 8280: OpenJDK Runtime Environment (build 11.0.6+10-post-Ubuntu-2ubuntu2)- Xeon Platinum 8375C: OpenJDK Runtime Environment (build 11.0.7+10-post-Ubuntu-2ubuntu219.10)- 2 x Xeon Platinum 8375C NUMA off: OpenJDK Runtime Environment (build 11.0.7+10-post-Ubuntu-2ubuntu219.10)- 2 x Xeon Platinum 8375C: OpenJDK Runtime Environment (build 11.0.7+10-post-Ubuntu-2ubuntu219.10)- Xeon Platinum 8480+: OpenJDK Runtime Environment (build 11.0.7+10-post-Ubuntu-2ubuntu219.10)- EPYC 2 7R32: OpenJDK Runtime Environment (build 11.0.7+10-post-Ubuntu-2ubuntu219.10)- EPYC 3 7K83: OpenJDK Runtime Environment (build 11.0.7+10-post-Ubuntu-2ubuntu219.10)- EPYC 3 7K83 NPS 4: OpenJDK Runtime Environment (build 11.0.7+10-post-Ubuntu-2ubuntu219.10)- HSGP1Comparison: OpenJDK Runtime Environment (build 11.0.20.1+1-post-Ubuntu-0ubuntu120.04)Python Details- Xeon W-3275M: Python 2.7.17 + Python 3.7.5- Xeon Platinum 8259CL: Python 2.7.17 + Python 3.7.5- 2 x Xeon Platinum 8259CL NUMA off: Python 2.7.17 + Python 3.7.5- 2 x Xeon Platinum 8259CL: Python 2.7.17 + Python 3.7.5- Xeon Platinum 8272CL: Python 2.7.17 + Python 3.7.5- 2 x Xeon Platinum 8272CL NUMA off: Python 2.7.17 + Python 3.7.5- 2 x Xeon Platinum 8272CL: Python 2.7.17 + Python 3.7.5- Xeon Platinum 8280: + Python 3.8.2- 2 x Xeon Platinum 8280: + Python 3.8.2- Xeon Platinum 8375C: Python 2.7.17 + Python 3.7.5- 2 x Xeon Platinum 8375C NUMA off: Python 2.7.17 + Python 3.7.5- 2 x Xeon Platinum 8375C: Python 2.7.17 + Python 3.7.5- Xeon Platinum 8480+: Python 2.7.17 + Python 3.7.5- EPYC 2 7R32: Python 2.7.17 + Python 3.7.5- EPYC 3 7K83: Python 2.7.17 + Python 3.7.5- EPYC 3 7K83 NPS 4: Python 2.7.17 + Python 3.7.5- HSGP1Comparison: Python 3.8.10Security Details- Xeon W-3275M: itlb_multihit: KVM: Mitigation of Split huge pages + l1tf: Not affected + mds: Not affected + meltdown: Not affected + spec_store_bypass: Mitigation of SSB disabled via prctl and seccomp + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Enhanced IBRS IBPB: conditional RSB filling + tsx_async_abort: Mitigation of TSX disabled- Xeon Platinum 8259CL: itlb_multihit: KVM: Mitigation of Split huge pages + l1tf: Not affected + mds: Not affected + meltdown: Not affected + spec_store_bypass: Mitigation of SSB disabled via prctl and seccomp + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Enhanced IBRS IBPB: conditional RSB filling + srbds: Not affected + tsx_async_abort: Mitigation of TSX disabled- 2 x Xeon Platinum 8259CL NUMA off: itlb_multihit: KVM: Mitigation of Split huge pages + l1tf: Not affected + mds: Not affected + meltdown: Not affected + spec_store_bypass: Mitigation of SSB disabled via prctl and seccomp + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Enhanced IBRS IBPB: conditional RSB filling + srbds: Not affected + tsx_async_abort: Mitigation of TSX disabled- 2 x Xeon Platinum 8259CL: itlb_multihit: KVM: Mitigation of Split huge pages + l1tf: Not affected + mds: Not affected + meltdown: Not affected + spec_store_bypass: Mitigation of SSB disabled via prctl and seccomp + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Enhanced IBRS IBPB: conditional RSB filling + srbds: Not affected + tsx_async_abort: Mitigation of TSX disabled- Xeon Platinum 8272CL: itlb_multihit: KVM: Mitigation of Split huge pages + l1tf: Not affected + mds: Not affected + meltdown: Not affected + spec_store_bypass: Mitigation of SSB disabled via prctl and seccomp + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Enhanced IBRS IBPB: conditional RSB filling + srbds: Not affected + tsx_async_abort: Mitigation of TSX disabled- 2 x Xeon Platinum 8272CL NUMA off: itlb_multihit: KVM: Mitigation of Split huge pages + l1tf: Not affected + mds: Not affected + meltdown: Not affected + spec_store_bypass: Mitigation of SSB disabled via prctl and seccomp + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Enhanced IBRS IBPB: conditional RSB filling + srbds: Not affected + tsx_async_abort: Mitigation of TSX disabled- 2 x Xeon Platinum 8272CL: itlb_multihit: KVM: Mitigation of Split huge pages + l1tf: Not affected + mds: Not affected + meltdown: Not affected + spec_store_bypass: Mitigation of SSB disabled via prctl and seccomp + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Enhanced IBRS IBPB: conditional RSB filling + srbds: Not affected + tsx_async_abort: Mitigation of TSX disabled- Xeon Platinum 8280: itlb_multihit: KVM: Mitigation of Split huge pages + l1tf: Not affected + mds: Not affected + meltdown: Not affected + spec_store_bypass: Mitigation of SSB disabled via prctl and seccomp + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Enhanced IBRS IBPB: conditional RSB filling + tsx_async_abort: Mitigation of TSX disabled- 2 x Xeon Platinum 8280: itlb_multihit: KVM: Mitigation of Split huge pages + l1tf: Not affected + mds: Not affected + meltdown: Not affected + spec_store_bypass: Mitigation of SSB disabled via prctl and seccomp + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Enhanced IBRS IBPB: conditional RSB filling + tsx_async_abort: Mitigation of TSX disabled- Xeon Platinum 8375C: itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + spec_store_bypass: Mitigation of SSB disabled via prctl and seccomp + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Enhanced IBRS IBPB: conditional RSB filling + srbds: Not affected + tsx_async_abort: Not affected- 2 x Xeon Platinum 8375C NUMA off: itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + spec_store_bypass: Mitigation of SSB disabled via prctl and seccomp + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Enhanced IBRS IBPB: conditional RSB filling + srbds: Not affected + tsx_async_abort: Not affected- 2 x Xeon Platinum 8375C: itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + spec_store_bypass: Mitigation of SSB disabled via prctl and seccomp + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Enhanced IBRS IBPB: conditional RSB filling + srbds: Not affected + tsx_async_abort: Not affected- Xeon Platinum 8480+: l1tf: Not affected + mds: Not affected + meltdown: Not affected + spec_store_bypass: Mitigation of SSB disabled via prctl and seccomp + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Enhanced IBRS IBPB: conditional RSB filling- EPYC 2 7R32: itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + spec_store_bypass: Mitigation of SSB disabled via prctl and seccomp + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Full AMD retpoline IBPB: conditional IBRS_FW STIBP: conditional RSB filling + srbds: Not affected + tsx_async_abort: Not affected- EPYC 3 7K83: 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: always-on RSB filling + srbds: Not affected + tsx_async_abort: Not affected- EPYC 3 7K83 NPS 4: 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: always-on RSB filling + srbds: Not affected + tsx_async_abort: Not affected- HSGP1Comparison: gather_data_sampling: Not affected + itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + mmio_stale_data: Not affected + retbleed: Not affected + spec_rstack_overflow: Mitigation of safe RET + 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 Retpolines IBPB: conditional IBRS_FW STIBP: always-on RSB filling PBRSB-eIBRS: Not affected + srbds: Not affected + tsx_async_abort: Not affectedKernel Details- HSGP1Comparison: Transparent Huge Pages: madvise

Xeon W-3275MXeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CLXeon Platinum 8272CL2 x Xeon Platinum 8272CL NUMA off2 x Xeon Platinum 8272CLXeon Platinum 82802 x Xeon Platinum 8280Xeon Platinum 8375C2 x Xeon Platinum 8375C NUMA off2 x Xeon Platinum 8375CXeon Platinum 8480+EPYC 2 7R32EPYC 3 7K83EPYC 3 7K83 NPS 4HSGP1ComparisonLogarithmic Result OverviewPhoronix Test SuiteIntel MPI BenchmarksOSPrayPostgreSQL pgbenchEmbreeNAMDCloverLeafNAS Parallel BenchmarksLuxCoreRenderJohn The RipperIntel Open Image DenoiseStockfishasmFishMlpack BenchmarkRenaissanceHimeno BenchmarkLAMMPS Molecular Dynamics SimulatorZstd CompressionTimed Linux Kernel CompilationArrayFireDeepSpeechTimed LLVM CompilationPyPerformanceScikit-LearnTimed MrBayes AnalysisPyBenchBasis UniversalPHPBenchSVT-VP9Timed GDB GNU Debugger CompilationRadiance BenchmarkNumpy BenchmarkBuild2AppleseedNettlelzbenchDaCapo Benchmark

Xeon & EPYC Testsbuild-gcc: Time To Compilemkl-dnn: Convolution Batch conv_all - bf16bf16bf16mkl-dnn: Convolution Batch conv_all - u8s8f32mkl-dnn: Convolution Batch conv_all - f32pgbench: Buffer Test - Normal Load - Read Writemkl-dnn: Deconvolution Batch deconv_all - bf16bf16bf16mkl-dnn: Deconvolution Batch deconv_all - f32pgbench: Buffer Test - Normal Load - Read Onlyhpcg: blender: Barbershop - CPU-Onlyradiance: Serialbuild-llvm: Time To Compilenumpy: renaissance: Savina Reactors.IOmlpack: scikit_linearridgeregressionasmfish: 1024 Hash Memory, 26 Depthblender: Pabellon Barcelona - CPU-Onlymkl-dnn: Convolution Batch conv_googlenet_v3 - u8s8f32mrbayes: Primate Phylogeny Analysismkl-dnn: Convolution Batch conv_googlenet_v3 - f32mlpack: scikit_qdamkl-dnn: Convolution Batch conv_googlenet_v3 - bf16bf16bf16build-gdb: Time To Compileblender: Classroom - CPU-Onlydav1d: Chimera 1080p 10-bitdeepspeech: CPUappleseed: Emilyluxcorerender: Rainbow Colors and Prismbuild-linux-kernel: Time To Compileappleseed: Material Testerospray: San Miguel - Path Tracerospray: XFrog Forest - Path Tracerpyperformance: python_startuphimeno: Poisson Pressure Solverrenaissance: Apache Spark PageRankmlpack: scikit_icablender: Fishy Cat - CPU-Onlyospray: XFrog Forest - SciVisv-ray: CPUjohn-the-ripper: MD5radiance: SMP Parallelospray: San Miguel - SciVisbuild2: Time To Compilepyperformance: floatluxcorerender: DLSCrenaissance: Apache Spark Bayesstockfish: Total Timenamd: ATPase Simulation - 327,506 Atomsappleseed: Disney Materialbasis: ETC1Spyperformance: regex_compileblender: BMW27 - CPU-Onlymkl-dnn: Convolution Batch conv_3d - u8s8f32mkl-dnn: IP Batch All - u8s8f32mkl-dnn: IP Batch All - f32npb: EP.Dmkl-dnn: Convolution Batch conv_3d - bf16bf16bf16npb: BT.Cpyperformance: django_templateospray: NASA Streamlines - Path Tracersvt-av1: Enc Mode 4 - 1080pjohn-the-ripper: Blowfishnpb: LU.Cembree: Pathtracer - Asian Dragon Objembree: Pathtracer ISPC - Asian Dragon Objintel-mpi: IMB-P2P PingPongcompress-zstd: Compressing ubuntu-16.04.3-server-i386.img, Compression Level 19lzbench: Crush 0 - Decompressionlzbench: Crush 0 - Compressionmkl-dnn: IP Batch 1D - f32tungsten: Water Causticarrayfire: BLAS CPUlzbench: Zstd 8 - Decompressionlzbench: Zstd 8 - Compressionpybench: Total For Average Test Timesrenaissance: Scala Dottylzbench: Brotli 2 - Decompressionlzbench: Brotli 2 - Compressionbasis: UASTC Level 3lzbench: Zstd 1 - Decompressionlzbench: Zstd 1 - Compressionmlpack: scikit_svmmkl-dnn: Deconvolution Batch deconv_1d - u8s8f32mkl-dnn: Deconvolution Batch deconv_1d - bf16bf16bf16mkl-dnn: Deconvolution Batch deconv_1d - f32mkl-dnn: Convolution Batch conv_alexnet - bf16bf16bf16ospray: NASA Streamlines - SciVissvt-av1: Enc Mode 8 - 1080pmkl-dnn: Convolution Batch conv_alexnet - u8s8f32embree: Pathtracer - Crowndav1d: Summer Nature 4Kembree: Pathtracer ISPC - Crownembree: Pathtracer - Asian Dragonmkl-dnn: Convolution Batch conv_alexnet - f32phpbench: PHP Benchmark Suitenpb: SP.Bmkl-dnn: IP Batch 1D - bf16bf16bf16embree: Pathtracer ISPC - Asian Dragonmkl-dnn: Deconvolution Batch deconv_3d - u8s8f32dav1d: Summer Nature 1080parrayfire: Conjugate Gradient CPUscikit-learn: svt-vp9: Visual Quality Optimized - Bosphorus 1080pospray: Magnetic Reconnection - SciVissmhasher: wyhashsmhasher: wyhashtungsten: Hairdacapobench: Jythonnpb: MG.Clammps: Rhodopsin Proteinnpb: EP.Coidn: Memorialmkl-dnn: Deconvolution Batch deconv_3d - bf16bf16bf16nettle: aes256nettle: sha512mkl-dnn: Deconvolution Batch deconv_3d - f32cloverleaf: Lagrangian-Eulerian Hydrodynamicsnettle: chachanettle: poly1305-aesXeon W-3275MXeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CLXeon Platinum 8272CL2 x Xeon Platinum 8272CL NUMA off2 x Xeon Platinum 8272CLXeon Platinum 82802 x Xeon Platinum 8280Xeon Platinum 8375C2 x Xeon Platinum 8375C NUMA off2 x Xeon Platinum 8375CXeon Platinum 8480+EPYC 2 7R32EPYC 3 7K83EPYC 3 7K83 NPS 4HSGP1Comparison994.5833880.442967.92878.39011704.2318043293.941292.62567696.50591214.1623304.79665.7281.678367.5625186.6661.9966225641265.4113.4504143.34849.874432.65188.611134.824213.3681.60123.85252196.9297863.7936.367124.1473013.253.1717.73866.09098821015.54354.91118.095.72330143654000219.83634.4866.41594.53.532743.623611706510.81434106.64339247.65315774.966183.113.592187.544393210.5216.590669347.5849.98.696.3894032669606.8427.195230.345820246604.6231888.3805091092.8671521.55173128.391298849516970.90472119630.634129950815.780.4584227.615951.74515702.06545.4553.81931.989324.5503256.6026.401030.1057108.56873433931426.535.5630435.14953852.37537.844.4239.661282.184018.50826298.7712.7104432135376.1114.5623025.1127.358.462737070.60550.932.275261.141172.1533207.981067.6414364.003402.07874.2015941.3181413368.211029.24512031.41923113.6425350.47842.099317.610321.1326711.1732.0059350794305.2012.7059138.84648.064031.98207.911132.228246.8167.33117.35692219.31973.3041.137127.9962963.002.9611.43152.50143722226.84561.20134.225.38290613384000273.12532.9776.1471223.043017.325544371170.86925120.16934657.39920086.897095.623.432367.890712677.6417.321751975.3564.18.095.1123559965522.4623.719228.292816759832.260879.672404912.6997725.35552950.1610897112507200.75258716035.983106141018.670.4156147.982921.63928796.75343.4846.87330.880021.3829205.6324.726726.0638107.80456979324288.345.6990032.90884426.06353.784.67712.088256.2437.0424.18720221.2514.8046501233490.0313.0402641.3227.999.371075517.02436.732.200531.11920.5132492.481073.7622198.181734.20461.9353168.7320811904.45743.695790827.57246416.5171211.37841.323244.940293.5328251.8282.42105070606157.997.63651141.89825.067241.29106.714146.435124.6788.66135.05100163.7072325.5229.276197.2937745.545.7122.63130.85871325636.69457.6979.2210.32530516608333255.58861.5869.1951235.863813.7461041066760.4542273.21622458.28020048.003548.602.781936.658425284.349.1875184766.1464.115.545.9967095594642.9942.494650.864832444647.43478310.294396861.5372924.77925650.719667112537566.34254315923.147103240719.620.3614144.465231.22589399.30876.9252.31419.372338.1033212.9946.418446.908455.356557434838493.574.4644059.05022252.67400.247.60412.954229.5362.524.15420231.589.09073516143490.1521.8875059.0233.104.856895523.31438.231.263950.63917.5052516.871012.0352197.811793.75559.4684009.4053311904.28739.163795715.31135527.1060211.33841.647232.053310.4028107.0362.30119912357158.138.74794139.75025.772242.88106.893129.689124.5989.55117.72613161.8463146.4027.581185.2297345.585.7111.33147.90752125275.15958.4879.0010.42518036554667258.34362.566.6671235.883495.6121035138530.4455173.58191357.82620047.633551.383.048669.976695310.169.20665104107.9964.215.6255.95570888120961.9142.761350.976931988149.2463779.949394881.5768724.54375319.5810116912527256.92055115723.088102739918.760.3762224.490391.25795399.29876.9253.04022.383038.1222215.6446.175746.792056.646557348353978.904.4891859.05632238.05431.768.43012.459229.9162.524.15120225.189.26217517263393.3522.5355052.6333.894.871945513.08437.621.266490.78917.7502497.861107.3663639.273089.34821.9674087.3028972751.001123.68546028.338296310.51796.578301.531340.7223866.7401.9164230868271.6812.0288133.48345.127131.51173.381142.501215.9163.01117.86644211.9412513.9238.734129.03063.363.3311.63318.97916621895.64358.57119.366.02339473727667257.23237.0474.2653.632739.002581721070.77724117.15179854.19475.866437.603.344277.407043033.2814.074769011.3560.69.095.6533960427.668531.567519096342.6521748.307427972.3860624.21273281.5811457511846900.19361916832.199112243017.830.3782296.597781.47084662.75547.6251.59127.977925.1218208.5027.784430.565398.666460485729919.015.5968036.75243985.10315.514.19611.212256.024023.67620556.9613.8818478634708.6014.0142974.1530.228.316775830.30462.782.165811.05970.3832661.611110.2041842.971579.11436.8604921.0770961833.27877.207873066.75701216.5282195.61797.156230.854313.3528365.5682.13107388344142.816.82540134.88323.672940.3590.2636159.498109.3482.65140.43949161.3768146.7928.129195.1114866.216.4125.23315.29547124909.65555.9070.2211.63621757102667241.06366.6765.7721176.953859.3791097533770.4017372.84842655.45619041.223243.003.105306.386525973.187.65561102113.0560.817.446.4557842049.106156.459536872935.14492810.088412931.6310623.82076330.9310227411827347.07957116821.120107843019.050.3364263.950671.30395332.31990.9153.96118.392943.9894211.0550.946054.196451.442960643646295.792.8531065.54522063.23371.488.94712.055227.9071.4323.67120554.928.34744503745188.2322.6665667.7633.574.494645852.82465.401.252940.61975.0812657.681068.4721844.781640.45534.3282150.9176521838.60881.087857060.93593026.7025195.96796.433216.886324.3927891.3012.16122933930143.317.79708134.99724.114740.6490.3982143.645109.9182.87123.81472162.4956157.4426.583186.3060336.256.4411.83331.37740323916.23054.8470.1211.63613787150000246.15966.6768.5581176.993402.0461123627230.3884073.50382855.27818941.333271.403.296159.713556088.087.67517131794.2360.617.546.3997830149.281556.506736807805.9275369.653415931.6064123.90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Timed GCC Compilation

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

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed GCC Compilation 9.3.0Time To CompileXeon W-3275MXeon Platinum 8480+Xeon Platinum 8375CXeon Platinum 8280Xeon Platinum 8272CLXeon Platinum 8259CLEPYC 3 7K83 NPS 4EPYC 3 7K83EPYC 2 7R322 x Xeon Platinum 8375C NUMA off2 x Xeon Platinum 8375C2 x Xeon Platinum 82802 x Xeon Platinum 8272CL NUMA off2 x Xeon Platinum 8272CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL2004006008001000SE +/- 0.44, N = 3SE +/- 4.55, N = 3SE +/- 1.19, N = 3SE +/- 0.29, N = 3SE +/- 0.80, N = 3SE +/- 0.67, N = 3SE +/- 0.97, N = 3SE +/- 0.73, N = 3SE +/- 0.63, N = 3SE +/- 0.07, N = 3SE +/- 0.28, N = 3SE +/- 0.24, N = 3SE +/- 0.66, N = 3SE +/- 2.75, N = 3SE +/- 1.08, N = 3SE +/- 0.68, N = 3994.58994.921006.641063.711107.371067.64746.42776.59849.191024.08970.921005.531110.201068.471073.761012.04

Time To Compile

HSGP1Comparison: The test quit with a non-zero exit status. The test quit with a non-zero exit status. The test quit with a non-zero exit status.

MKL-DNN DNNL

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

OpenBenchmarking.orgms, Fewer Is BetterMKL-DNN DNNL 1.1Harness: Convolution Batch conv_all - Data Type: bf16bf16bf16Xeon W-3275MXeon Platinum 8480+Xeon Platinum 8375CXeon Platinum 8280Xeon Platinum 8272CLXeon Platinum 8259CL2 x Xeon Platinum 8375C NUMA off2 x Xeon Platinum 8375C2 x Xeon Platinum 82802 x Xeon Platinum 8272CL NUMA off2 x Xeon Platinum 8272CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL9001800270036004500SE +/- 0.11, N = 3SE +/- 0.65, N = 3SE +/- 0.18, N = 3SE +/- 0.26, N = 3SE +/- 0.18, N = 3SE +/- 0.11, N = 3SE +/- 1.02, N = 3SE +/- 4.43, N = 3SE +/- 1.13, N = 3SE +/- 1.52, N = 3SE +/- 5.10, N = 3SE +/- 0.30, N = 3SE +/- 0.11, N = 33880.44685.132712.073497.473639.274364.001381.171421.841766.351842.971844.782198.182197.81MIN: 3767MIN: 2707.4MIN: 3490.41MIN: 3627.59MIN: 4358.26MIN: 1361.11MIN: 1364.34MIN: 1757.1MIN: 1827.15MIN: 1827.01MIN: 2191.82MIN: 2191.041. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl

OpenBenchmarking.orgms, Fewer Is BetterMKL-DNN DNNL 1.1Harness: Convolution Batch conv_all - Data Type: u8s8f32Xeon W-3275MXeon Platinum 8480+Xeon Platinum 8375CXeon Platinum 8280Xeon Platinum 8272CLXeon Platinum 8259CLEPYC 3 7K83 NPS 4EPYC 3 7K83EPYC 2 7R322 x Xeon Platinum 8375C NUMA off2 x Xeon Platinum 8375C2 x Xeon Platinum 82802 x Xeon Platinum 8272CL NUMA off2 x Xeon Platinum 8272CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL3K6K9K12K15KSE +/- 15.10, N = 3SE +/- 0.75, N = 3SE +/- 1.48, N = 3SE +/- 1.24, N = 3SE +/- 9.96, N = 3SE +/- 4.13, N = 3SE +/- 56.89, N = 3SE +/- 8.76, N = 3SE +/- 19.01, N = 3SE +/- 0.16, N = 3SE +/- 11.98, N = 3SE +/- 3.12, N = 3SE +/- 1.89, N = 3SE +/- 0.32, N = 3SE +/- 0.82, N = 3SE +/- 1.51, N = 32967.921227.392125.832846.123089.343402.079353.848803.7011728.801107.341166.321517.441579.111640.451734.201793.75MIN: 2893.12MIN: 2813.78MIN: 3035MIN: 3393.59MIN: 9146.84MIN: 8666.2MIN: 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: f32Xeon W-3275MXeon Platinum 8480+Xeon Platinum 8375CXeon Platinum 8280Xeon Platinum 8272CLXeon Platinum 8259CLEPYC 3 7K83 NPS 4EPYC 3 7K83EPYC 2 7R322 x Xeon Platinum 8375C NUMA off2 x Xeon Platinum 8375C2 x Xeon Platinum 82802 x Xeon Platinum 8272CL NUMA off2 x Xeon Platinum 8272CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL2004006008001000SE +/- 0.68, N = 3SE +/- 3.63, N = 3SE +/- 0.29, N = 3SE +/- 0.39, N = 3SE +/- 0.28, N = 3SE +/- 0.32, N = 3SE +/- 0.38, N = 3SE +/- 1.32, N = 3SE +/- 2.05, N = 3SE +/- 0.26, N = 3SE +/- 5.03, N = 3SE +/- 0.78, N = 3SE +/- 0.30, N = 3SE +/- 0.50, N = 3SE +/- 0.29, N = 3SE +/- 0.29, N = 3878.39350.62598.19765.75821.97874.20682.66600.95710.14327.28399.24496.82436.86534.33461.94559.47MIN: 819.94MIN: 342.71MIN: 588.29MIN: 755.35MIN: 794.87MIN: 868.41MIN: 662.98MIN: 589.24MIN: 700.52MIN: 316.03MIN: 367.6MIN: 488.36MIN: 423.96MIN: 520.78MIN: 457.45MIN: 553.81. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl

PostgreSQL pgbench

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

OpenBenchmarking.orgTPS, More Is BetterPostgreSQL pgbench 12.0Scaling: Buffer Test - Test: Normal Load - Mode: Read WriteXeon W-3275MXeon Platinum 8480+Xeon Platinum 8375CXeon Platinum 8280Xeon Platinum 8272CLXeon Platinum 8259CLHSGP1ComparisonEPYC 3 7K83 NPS 4EPYC 3 7K83EPYC 2 7R322 x Xeon Platinum 8375C NUMA off2 x Xeon Platinum 8375C2 x Xeon Platinum 82802 x Xeon Platinum 8272CL NUMA off2 x Xeon Platinum 8272CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL11K22K33K44K55KSE +/- 85.02, N = 3SE +/- 207.67, N = 9SE +/- 156.69, N = 9SE +/- 370.72, N = 3SE +/- 151.64, N = 9SE +/- 245.15, N = 12SE +/- 489.23, N = 15SE +/- 248.09, N = 12SE +/- 27.64, N = 3SE +/- 319.58, N = 12SE +/- 312.08, N = 9SE +/- 61.49, N = 9SE +/- 19.82, N = 3SE +/- 204.93, N = 12SE +/- 72.69, N = 6SE +/- 408.27, N = 6SE +/- 56.30, N = 311704.234605.893870.4353139.064087.305941.3249192.105358.605378.396105.734148.693301.6824466.914921.082150.923168.734009.411. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -lcrypt -ldl -lm

MKL-DNN DNNL

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

OpenBenchmarking.orgms, Fewer Is BetterMKL-DNN DNNL 1.1Harness: Deconvolution Batch deconv_all - Data Type: bf16bf16bf16Xeon W-3275MXeon Platinum 8480+Xeon Platinum 8375CXeon Platinum 8280Xeon Platinum 8272CLXeon Platinum 8259CL2 x Xeon Platinum 8375C NUMA off2 x Xeon Platinum 8375C2 x Xeon Platinum 82802 x Xeon Platinum 8272CL NUMA off2 x Xeon Platinum 8272CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL7001400210028003500SE +/- 4.61, N = 3SE +/- 0.72, N = 3SE +/- 7.07, N = 3SE +/- 5.43, N = 3SE +/- 1.11, N = 3SE +/- 0.16, N = 3SE +/- 2.42, N = 3SE +/- 1.11, N = 3SE +/- 0.87, N = 3SE +/- 3.61, N = 3SE +/- 1.93, N = 3SE +/- 0.44, N = 3SE +/- 0.13, N = 33293.94993.582063.422935.992751.003368.211166.691211.211779.151833.271838.601904.451904.28MIN: 3137.48MIN: 979.7MIN: 2042.76MIN: 2926MIN: 2720.09MIN: 3365.01MIN: 1113.61MIN: 1117.5MIN: 1772.45MIN: 1806.74MIN: 1808.61MIN: 1899.24MIN: 1898.871. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl

OpenBenchmarking.orgms, Fewer Is BetterMKL-DNN DNNL 1.1Harness: Deconvolution Batch deconv_all - Data Type: f32Xeon W-3275MXeon Platinum 8480+Xeon Platinum 8375CXeon Platinum 8280Xeon Platinum 8272CLXeon Platinum 8259CLEPYC 3 7K83 NPS 4EPYC 3 7K83EPYC 2 7R322 x Xeon Platinum 8375C NUMA off2 x Xeon Platinum 8375C2 x Xeon Platinum 82802 x Xeon Platinum 8272CL NUMA off2 x Xeon Platinum 8272CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL30060090012001500SE +/- 16.26, N = 5SE +/- 0.39, N = 3SE +/- 0.11, N = 3SE +/- 0.33, N = 3SE +/- 0.87, N = 3SE +/- 0.97, N = 3SE +/- 7.21, N = 3SE +/- 2.57, N = 3SE +/- 1.29, N = 3SE +/- 0.19, N = 3SE +/- 1.02, N = 3SE +/- 0.39, N = 3SE +/- 0.90, N = 3SE +/- 10.37, N = 3SE +/- 0.88, N = 3SE +/- 0.85, N = 31292.62611.30724.601113.541123.681029.241284.761076.371485.47458.49469.43881.78877.21881.09743.70739.16MIN: 1177.9MIN: 603.09MIN: 719.66MIN: 1108.65MIN: 1108.94MIN: 1023.45MIN: 1223.27MIN: 1039.45MIN: 1462.15MIN: 452.45MIN: 455.81MIN: 874.01MIN: 867.81MIN: 860.45MIN: 737.27MIN: 731.991. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl

PostgreSQL pgbench

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

OpenBenchmarking.orgTPS, More Is BetterPostgreSQL pgbench 12.0Scaling: Buffer Test - Test: Normal Load - Mode: Read OnlyXeon W-3275MXeon Platinum 8480+Xeon Platinum 8375CXeon Platinum 8280Xeon Platinum 8272CLXeon Platinum 8259CLHSGP1ComparisonEPYC 3 7K83 NPS 4EPYC 3 7K83EPYC 2 7R322 x Xeon Platinum 8375C NUMA off2 x Xeon Platinum 8375C2 x Xeon Platinum 82802 x Xeon Platinum 8272CL NUMA off2 x Xeon Platinum 8272CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL300K600K900K1200K1500KSE +/- 3571.60, N = 3SE +/- 10308.26, N = 4SE +/- 3720.11, N = 3SE +/- 1625.61, N = 3SE +/- 2217.17, N = 3SE +/- 194.45, N = 3SE +/- 6121.59, N = 15SE +/- 3440.10, N = 3SE +/- 12388.35, N = 12SE +/- 953.22, N = 3SE +/- 3241.20, N = 3SE +/- 83725.25, N = 9SE +/- 10457.35, N = 3SE +/- 12996.71, N = 4SE +/- 2758.93, N = 3SE +/- 1194.42, N = 3SE +/- 2473.02, N = 3567696.51694754.04751908.53560887.77546028.34512031.42449098.091127058.921169626.50891303.12735555.971063447.92909916.49873066.76857060.94790827.57795715.311. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -lcrypt -ldl -lm

High Performance Conjugate Gradient

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

OpenBenchmarking.orgGFLOP/s, More Is BetterHigh Performance Conjugate Gradient 3.1Xeon W-3275MXeon Platinum 8480+Xeon Platinum 8375CXeon Platinum 8280Xeon Platinum 8259CLHSGP1ComparisonEPYC 3 7K83 NPS 4EPYC 3 7K83EPYC 2 7R322 x Xeon Platinum 8375C NUMA off2 x Xeon Platinum 8375C2 x Xeon Platinum 82802 x Xeon Platinum 8272CL NUMA off2 x Xeon Platinum 8272CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL918273645SE +/- 0.15, N = 3SE +/- 0.09, N = 3SE +/- 0.01, N = 3SE +/- 0.04, N = 3SE +/- 0.03, N = 3SE +/- 0.19, N = 12SE +/- 0.02, N = 3SE +/- 0.16, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.19, N = 3SE +/- 0.25, N = 3SE +/- 0.00, N = 3SE +/- 0.09, N = 3SE +/- 0.00, N = 3SE +/- 0.13, N = 314.1626.5220.1714.9113.6412.8921.1218.8717.0627.2139.1628.8516.5326.7016.5227.111. (CXX) g++ options: -O3 -ffast-math -ftree-vectorize -pthread -lmpi_cxx -lmpi

Blender

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

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.82Blend File: Barbershop - Compute: CPU-OnlyXeon W-3275MXeon Platinum 8480+Xeon Platinum 8375CXeon Platinum 8280Xeon Platinum 8272CLXeon Platinum 8259CLEPYC 3 7K83 NPS 4EPYC 3 7K83EPYC 2 7R322 x Xeon Platinum 8375C NUMA off2 x Xeon Platinum 8375C2 x Xeon Platinum 82802 x Xeon Platinum 8272CL NUMA off2 x Xeon Platinum 8272CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL80160240320400SE +/- 0.22, N = 3SE +/- 0.19, N = 3SE +/- 0.41, N = 3SE +/- 0.20, N = 3SE +/- 0.21, N = 3SE +/- 0.10, N = 3SE +/- 0.72, N = 3SE +/- 0.28, N = 3SE +/- 0.49, N = 3SE +/- 0.37, N = 3SE +/- 0.83, N = 3SE +/- 0.40, N = 3SE +/- 0.14, N = 3SE +/- 0.56, N = 3SE +/- 0.10, N = 3SE +/- 0.16, N = 3304.79189.21218.42287.80310.51350.47149.87149.66177.79158.72161.71187.33195.61195.96211.37211.33

Radiance Benchmark

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

OpenBenchmarking.orgSeconds, Fewer Is BetterRadiance Benchmark 5.0Test: SerialXeon W-3275MXeon Platinum 8480+Xeon Platinum 8375CXeon Platinum 8280Xeon Platinum 8272CLXeon Platinum 8259CLHSGP1ComparisonEPYC 3 7K83 NPS 4EPYC 3 7K83EPYC 2 7R322 x Xeon Platinum 8375C NUMA off2 x Xeon Platinum 8375C2 x Xeon Platinum 82802 x Xeon Platinum 8272CL NUMA off2 x Xeon Platinum 8272CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL2004006008001000665.70530.31654.18728.36796.58842.10547.34585.27585.95730.70654.58654.98728.25797.16796.43841.32841.65

Timed LLVM Compilation

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

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed LLVM Compilation 10.0Time To CompileXeon W-3275MXeon Platinum 8480+Xeon Platinum 8375CXeon Platinum 8280Xeon Platinum 8272CLXeon Platinum 8259CLHSGP1ComparisonEPYC 3 7K83 NPS 4EPYC 3 7K83EPYC 2 7R322 x Xeon Platinum 8375C NUMA off2 x Xeon Platinum 8375C2 x Xeon Platinum 82802 x Xeon Platinum 8272CL NUMA off2 x Xeon Platinum 8272CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL70140210280350SE +/- 2.68, N = 3SE +/- 0.88, N = 3SE +/- 2.77, N = 3SE +/- 4.79, N = 3SE +/- 1.00, N = 3SE +/- 5.07, N = 3SE +/- 2.60, N = 3SE +/- 0.25, N = 3SE +/- 0.81, N = 3SE +/- 0.72, N = 3SE +/- 0.59, N = 3SE +/- 1.19, N = 3SE +/- 1.01, N = 3SE +/- 0.97, N = 3SE +/- 0.90, N = 3SE +/- 1.40, N = 3SE +/- 1.13, N = 3281.68163.21215.84308.74301.53317.61247.14179.90181.09200.04178.75167.67221.52230.85216.89244.94232.05

Numpy Benchmark

This is a test to obtain the general Numpy performance. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgScore, More Is BetterNumpy BenchmarkXeon W-3275MXeon Platinum 8480+Xeon Platinum 8375CXeon Platinum 8280Xeon Platinum 8272CLXeon Platinum 8259CLHSGP1ComparisonEPYC 3 7K83 NPS 4EPYC 3 7K83EPYC 2 7R322 x Xeon Platinum 8375C NUMA off2 x Xeon Platinum 8375C2 x Xeon Platinum 82802 x Xeon Platinum 8272CL NUMA off2 x Xeon Platinum 8272CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL90180270360450SE +/- 2.73, N = 3SE +/- 3.64, N = 3SE +/- 1.61, N = 3SE +/- 2.42, N = 3SE +/- 0.38, N = 3SE +/- 0.75, N = 3SE +/- 1.29, N = 3SE +/- 1.40, N = 3SE +/- 4.06, N = 3SE +/- 1.14, N = 3SE +/- 4.12, N = 3SE +/- 0.82, N = 3SE +/- 3.00, N = 3SE +/- 4.33, N = 3SE +/- 1.12, N = 3SE +/- 3.32, N = 3SE +/- 0.76, N = 3367.56427.46374.90330.33340.72321.13437.57424.77425.69323.58316.75370.96321.82313.35324.39293.53310.40

Renaissance

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

OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.10.0Test: Savina Reactors.IOXeon W-3275MXeon Platinum 8480+Xeon Platinum 8375CXeon Platinum 8280Xeon Platinum 8272CLXeon Platinum 8259CLHSGP1ComparisonEPYC 3 7K83 NPS 4EPYC 3 7K83EPYC 2 7R322 x Xeon Platinum 8375C NUMA off2 x Xeon Platinum 8375C2 x Xeon Platinum 82802 x Xeon Platinum 8272CL NUMA off2 x Xeon Platinum 8272CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL8K16K24K32K40KSE +/- 599.32, N = 25SE +/- 383.97, N = 7SE +/- 414.26, N = 25SE +/- 593.14, N = 25SE +/- 642.38, N = 25SE +/- 428.64, N = 25SE +/- 279.70, N = 23SE +/- 121.40, N = 25SE +/- 141.66, N = 25SE +/- 365.25, N = 20SE +/- 472.37, N = 25SE +/- 695.27, N = 20SE +/- 474.27, N = 25SE +/- 618.01, N = 25SE +/- 484.84, N = 25SE +/- 502.20, N = 25SE +/- 482.43, N = 2525186.6736700.7021743.3221975.1223866.7426711.1716563.5414960.4013535.6619303.5629523.6531368.9426764.9428365.5727891.3028251.8328107.04

Mlpack Benchmark

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

OpenBenchmarking.orgSeconds, Fewer Is BetterMlpack BenchmarkBenchmark: scikit_linearridgeregressionXeon W-3275MXeon Platinum 8480+Xeon Platinum 8375CXeon Platinum 8280Xeon Platinum 8272CLXeon Platinum 8259CLHSGP1ComparisonEPYC 3 7K83 NPS 4EPYC 3 7K83EPYC 2 7R322 x Xeon Platinum 8375C NUMA off2 x Xeon Platinum 8375C2 x Xeon Platinum 82802 x Xeon Platinum 8272CL NUMA off2 x Xeon Platinum 8272CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL0.82131.64262.46393.28524.1065SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.03, N = 3SE +/- 0.02, N = 15SE +/- 0.06, N = 12SE +/- 0.03, N = 15SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 10SE +/- 0.03, N = 3SE +/- 0.02, N = 9SE +/- 0.03, N = 3SE +/- 0.02, N = 12SE +/- 0.02, N = 151.992.262.541.671.912.003.652.192.201.792.752.601.822.132.162.422.30

asmFish

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

OpenBenchmarking.orgNodes/second, More Is BetterasmFish 2018-07-231024 Hash Memory, 26 DepthXeon W-3275MXeon Platinum 8480+Xeon Platinum 8375CXeon Platinum 8280Xeon Platinum 8272CLXeon Platinum 8259CLHSGP1ComparisonEPYC 3 7K83 NPS 4EPYC 3 7K83EPYC 2 7R322 x Xeon Platinum 8375C NUMA off2 x Xeon Platinum 8375C2 x Xeon Platinum 82802 x Xeon Platinum 8272CL NUMA off2 x Xeon Platinum 8272CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL40M80M120M160M200MSE +/- 845752.34, N = 4SE +/- 197662.62, N = 3SE +/- 597319.54, N = 3SE +/- 450047.19, N = 3SE +/- 950786.26, N = 3SE +/- 95127.60, N = 3SE +/- 924532.07, N = 3SE +/- 259424.39, N = 3SE +/- 4335497.69, N = 12SE +/- 617926.69, N = 3SE +/- 441971.10, N = 3SE +/- 721194.49, N = 3SE +/- 491864.96, N = 3SE +/- 526881.33, N = 3SE +/- 499401.71, N = 3SE +/- 1538634.72, N = 3SE +/- 1707658.59, N = 3662256411274425249389689968762075642308685935079492270243166857289163933621113278977148521449164553317133839896107388344122933930105070606119912357

Blender

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

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.82Blend File: Pabellon Barcelona - Compute: CPU-OnlyXeon W-3275MXeon Platinum 8480+Xeon Platinum 8375CXeon Platinum 8280Xeon Platinum 8272CLXeon Platinum 8259CLEPYC 3 7K83 NPS 4EPYC 3 7K83EPYC 2 7R322 x Xeon Platinum 8375C NUMA off2 x Xeon Platinum 8375C2 x Xeon Platinum 82802 x Xeon Platinum 8272CL NUMA off2 x Xeon Platinum 8272CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL70140210280350SE +/- 0.73, N = 3SE +/- 0.27, N = 3SE +/- 0.06, N = 3SE +/- 0.05, N = 3SE +/- 0.31, N = 3SE +/- 0.07, N = 3SE +/- 0.25, N = 3SE +/- 0.18, N = 3SE +/- 0.51, N = 3SE +/- 0.80, N = 3SE +/- 0.71, N = 3SE +/- 0.26, N = 3SE +/- 0.25, N = 3SE +/- 0.50, N = 3SE +/- 0.13, N = 3SE +/- 0.05, N = 3265.41122.99177.57246.31271.68305.20106.44105.94132.0499.21100.51129.01142.81143.31157.99158.13

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: u8s8f32Xeon W-3275MXeon Platinum 8480+Xeon Platinum 8375CXeon Platinum 8280Xeon Platinum 8272CLXeon Platinum 8259CLEPYC 3 7K83 NPS 4EPYC 3 7K83EPYC 2 7R322 x Xeon Platinum 8375C NUMA off2 x Xeon Platinum 8375C2 x Xeon Platinum 82802 x Xeon Platinum 8272CL NUMA off2 x Xeon Platinum 8272CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL160320480640800SE +/- 0.01662, N = 3SE +/- 0.00176, N = 3SE +/- 0.00678, N = 3SE +/- 0.01386, N = 3SE +/- 0.02875, N = 3SE +/- 0.00834, N = 3SE +/- 3.88673, N = 3SE +/- 2.03345, N = 3SE +/- 7.24186, N = 3SE +/- 0.02282, N = 3SE +/- 0.04742, N = 12SE +/- 0.03597, N = 3SE +/- 0.00507, N = 3SE +/- 0.04094, N = 3SE +/- 0.01740, N = 3SE +/- 0.02555, N = 313.450405.303847.3503811.2900012.0288012.70590635.48600571.64500730.306004.715745.354267.460506.825407.797087.636518.74794MIN: 609.1MIN: 548.49MIN: 698.321. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl

Timed MrBayes Analysis

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

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed MrBayes Analysis 3.2.7Primate Phylogeny AnalysisXeon W-3275MXeon Platinum 8480+Xeon Platinum 8375CXeon Platinum 8280Xeon Platinum 8272CLXeon Platinum 8259CLHSGP1ComparisonEPYC 3 7K83 NPS 4EPYC 3 7K83EPYC 2 7R322 x Xeon Platinum 8375C NUMA off2 x Xeon Platinum 8375C2 x Xeon Platinum 82802 x Xeon Platinum 8272CL NUMA off2 x Xeon Platinum 8272CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL306090120150SE +/- 0.13, N = 3SE +/- 0.52, N = 3SE +/- 0.43, N = 3SE +/- 0.01, N = 3SE +/- 0.09, N = 3SE +/- 0.18, N = 3SE +/- 0.71, N = 3SE +/- 1.64, N = 15SE +/- 0.62, N = 3SE +/- 0.68, N = 3SE +/- 0.96, N = 12SE +/- 0.68, N = 3SE +/- 0.37, N = 3SE +/- 0.45, N = 3SE +/- 0.99, N = 3SE +/- 1.87, N = 3SE +/- 0.32, N = 3143.3578.8799.69128.85133.48138.8578.2194.8893.0192.36103.11101.87129.99134.88135.00141.90139.75-mavx512f -mavx512cd -mavx512vl -mavx512bw -mavx512dq -mmpx -lreadline-msha -mavx512f -mavx512cd -mavx512vl -mavx512bw -mavx512dq -mavx512ifma -mavx512vbmi-msha -mavx512f -mavx512cd -mavx512vl -mavx512bw -mavx512dq -mavx512ifma -mavx512vbmi-mavx512f -mavx512cd -mavx512vl -mavx512bw -mavx512dq -mmpx-mavx512f -mavx512cd -mavx512vl -mavx512bw -mavx512dq -mmpx-mavx512f -mavx512cd -mavx512vl -mavx512bw -mavx512dq -mmpx-msse4a -msha-msse4a -msha-msse4a -msha-msse4a -msha-msha -mavx512f -mavx512cd -mavx512vl -mavx512bw -mavx512dq -mavx512ifma -mavx512vbmi-msha -mavx512f -mavx512cd -mavx512vl -mavx512bw -mavx512dq -mavx512ifma -mavx512vbmi-mavx512f -mavx512cd -mavx512vl -mavx512bw -mavx512dq -mmpx-mavx512f -mavx512cd -mavx512vl -mavx512bw -mavx512dq -mmpx-mavx512f -mavx512cd -mavx512vl -mavx512bw -mavx512dq -mmpx-mavx512f -mavx512cd -mavx512vl -mavx512bw -mavx512dq -mmpx-mavx512f -mavx512cd -mavx512vl -mavx512bw -mavx512dq -mmpx1. (CC) gcc options: -mmmx -msse -msse2 -msse3 -mssse3 -msse4.1 -msse4.2 -maes -mavx -mfma -mavx2 -mrdrnd -mbmi -mbmi2 -madx -mabm -O3 -std=c99 -pedantic -lm

MKL-DNN DNNL

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

OpenBenchmarking.orgms, Fewer Is BetterMKL-DNN DNNL 1.1Harness: Convolution Batch conv_googlenet_v3 - Data Type: f32Xeon W-3275MXeon Platinum 8480+Xeon Platinum 8375CXeon Platinum 8280Xeon Platinum 8272CLXeon Platinum 8259CLEPYC 3 7K83 NPS 4EPYC 3 7K83EPYC 2 7R322 x Xeon Platinum 8375C NUMA off2 x Xeon Platinum 8375C2 x Xeon Platinum 82802 x Xeon Platinum 8272CL NUMA off2 x Xeon Platinum 8272CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL1122334455SE +/- 0.07, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.08, N = 3SE +/- 0.04, N = 3SE +/- 0.14, N = 3SE +/- 0.16, N = 3SE +/- 0.19, N = 3SE +/- 0.08, N = 3SE +/- 0.18, N = 12SE +/- 0.09, N = 3SE +/- 0.09, N = 3SE +/- 0.03, N = 3SE +/- 0.02, N = 3SE +/- 0.10, N = 349.8720.0530.8342.0845.1348.0634.6334.5542.5417.3521.0123.1823.6724.1125.0725.77MIN: 44.78MIN: 19.6MIN: 29.83MIN: 41.31MIN: 43.29MIN: 47.62MIN: 33.43MIN: 33.44MIN: 40.72MIN: 16.52MIN: 16.59MIN: 22MIN: 22.38MIN: 22.8MIN: 24.48MIN: 24.461. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl

Mlpack Benchmark

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

OpenBenchmarking.orgSeconds, Fewer Is BetterMlpack BenchmarkBenchmark: scikit_qdaXeon W-3275MXeon Platinum 8480+Xeon Platinum 8375CXeon Platinum 8280Xeon Platinum 8272CLXeon Platinum 8259CLHSGP1ComparisonEPYC 3 7K83 NPS 4EPYC 3 7K83EPYC 2 7R322 x Xeon Platinum 8375C NUMA off2 x Xeon Platinum 8375C2 x Xeon Platinum 82802 x Xeon Platinum 8272CL NUMA off2 x Xeon Platinum 8272CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL20406080100SE +/- 0.18, N = 3SE +/- 0.11, N = 3SE +/- 0.07, N = 3SE +/- 0.29, N = 3SE +/- 0.20, N = 3SE +/- 0.12, N = 3SE +/- 0.75, N = 3SE +/- 0.52, N = 5SE +/- 0.34, N = 3SE +/- 0.28, N = 3SE +/- 0.40, N = 3SE +/- 0.31, N = 8SE +/- 0.34, N = 3SE +/- 0.60, N = 3SE +/- 0.50, N = 5SE +/- 0.19, N = 3SE +/- 0.54, N = 1232.6523.0026.5130.4531.5131.98101.2639.0226.0439.5429.5329.9238.3540.3540.6441.2942.88

MKL-DNN DNNL

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

OpenBenchmarking.orgms, Fewer Is BetterMKL-DNN DNNL 1.1Harness: Convolution Batch conv_googlenet_v3 - Data Type: bf16bf16bf16Xeon W-3275MXeon Platinum 8480+Xeon Platinum 8375CXeon Platinum 8280Xeon Platinum 8272CLXeon Platinum 8259CL2 x Xeon Platinum 8375C NUMA off2 x Xeon Platinum 8375C2 x Xeon Platinum 82802 x Xeon Platinum 8272CL NUMA off2 x Xeon Platinum 8272CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL50100150200250SE +/- 0.20, N = 3SE +/- 0.03, N = 3SE +/- 0.07, N = 3SE +/- 0.03, N = 3SE +/- 0.07, N = 3SE +/- 0.02, N = 3SE +/- 0.29, N = 3SE +/- 0.25, N = 3SE +/- 0.00, N = 3SE +/- 0.09, N = 3SE +/- 0.08, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3188.6134.12129.60166.98173.38207.9167.9771.0186.5490.2690.40106.71106.89MIN: 178.56MIN: 33.66MIN: 129.23MIN: 166.21MIN: 171.91MIN: 207.27MIN: 65.18MIN: 65.42MIN: 85.56MIN: 88.8MIN: 88.8MIN: 105.9MIN: 105.91. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl

Timed GDB GNU Debugger Compilation

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

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed GDB GNU Debugger Compilation 9.1Time To CompileXeon W-3275MXeon Platinum 8480+Xeon Platinum 8375CXeon Platinum 8280Xeon Platinum 8272CLXeon Platinum 8259CLHSGP1ComparisonEPYC 3 7K83 NPS 4EPYC 3 7K83EPYC 2 7R322 x Xeon Platinum 8375C NUMA off2 x Xeon Platinum 8375C2 x Xeon Platinum 82802 x Xeon Platinum 8272CL NUMA off2 x Xeon Platinum 8272CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL4080120160200SE +/- 0.08, N = 3SE +/- 0.36, N = 3SE +/- 0.22, N = 3SE +/- 0.17, N = 3SE +/- 0.11, N = 3SE +/- 0.11, N = 3SE +/- 0.27, N = 3SE +/- 0.23, N = 3SE +/- 0.06, N = 3SE +/- 0.08, N = 3SE +/- 0.09, N = 3SE +/- 0.21, N = 3SE +/- 0.17, N = 3SE +/- 0.18, N = 3SE +/- 0.52, N = 3SE +/- 0.27, N = 3SE +/- 0.45, N = 3134.82155.56139.36144.64142.50132.2397.9496.31102.28108.68149.86140.61142.70159.50143.65146.44129.69

Blender

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

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.82Blend File: Classroom - Compute: CPU-OnlyXeon W-3275MXeon Platinum 8480+Xeon Platinum 8375CXeon Platinum 8280Xeon Platinum 8272CLXeon Platinum 8259CLEPYC 3 7K83 NPS 4EPYC 3 7K83EPYC 2 7R322 x Xeon Platinum 8375C NUMA off2 x Xeon Platinum 8375C2 x Xeon Platinum 82802 x Xeon Platinum 8272CL NUMA off2 x Xeon Platinum 8272CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL50100150200250SE +/- 0.32, N = 3SE +/- 0.06, N = 3SE +/- 0.08, N = 3SE +/- 0.36, N = 3SE +/- 0.37, N = 3SE +/- 0.14, N = 3SE +/- 0.14, N = 3SE +/- 0.05, N = 3SE +/- 0.40, N = 3SE +/- 0.90, N = 3SE +/- 0.37, N = 3SE +/- 0.26, N = 3SE +/- 0.33, N = 3SE +/- 0.09, N = 3SE +/- 0.17, N = 3SE +/- 0.06, N = 3213.3684.07136.55198.25215.91246.8181.6081.12101.3474.2075.73100.47109.34109.91124.67124.59

dav1d

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

OpenBenchmarking.orgFPS, More Is Betterdav1d 0.6.0Video Input: Chimera 1080p 10-bitXeon W-3275MXeon Platinum 8480+Xeon Platinum 8375CXeon Platinum 8280Xeon Platinum 8272CLXeon Platinum 8259CLEPYC 3 7K83 NPS 4EPYC 3 7K83EPYC 2 7R322 x Xeon Platinum 8375C NUMA off2 x Xeon Platinum 8375C2 x Xeon Platinum 82802 x Xeon Platinum 8272CL NUMA off2 x Xeon Platinum 8272CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL4080120160200SE +/- 0.05, N = 3SE +/- 0.06, N = 3SE +/- 0.62, N = 3SE +/- 0.12, N = 3SE +/- 0.18, N = 3SE +/- 0.13, N = 3SE +/- 0.33, N = 3SE +/- 0.41, N = 3SE +/- 0.60, N = 3SE +/- 0.57, N = 3SE +/- 0.19, N = 3SE +/- 0.07, N = 3SE +/- 0.27, N = 3SE +/- 0.45, N = 3SE +/- 0.56, N = 3SE +/- 0.04, N = 381.6097.5396.9365.4063.0167.33172.92174.29140.14118.88118.3785.1482.6582.8788.6689.55MIN: 55.07 / MAX: 147.52MIN: 72.28 / MAX: 140.3MIN: 68.44 / MAX: 150.56MIN: 49.2 / MAX: 111MIN: 47.23 / MAX: 110.25MIN: 49.41 / MAX: 122.02MIN: 120.23 / MAX: 275.68MIN: 122.52 / MAX: 277.51MIN: 101.2 / MAX: 212.94MIN: 87.23 / MAX: 179.18MIN: 86.83 / MAX: 179.15MIN: 66.74 / MAX: 126.85MIN: 65.81 / MAX: 118.98MIN: 65.6 / MAX: 121.56MIN: 69.45 / MAX: 129.53MIN: 69.22 / MAX: 130.81. (CC) gcc options: -pthread

DeepSpeech

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

OpenBenchmarking.orgSeconds, Fewer Is BetterDeepSpeech 0.6Acceleration: CPUXeon W-3275MXeon Platinum 8480+Xeon Platinum 8375CXeon Platinum 8280Xeon Platinum 8272CLXeon Platinum 8259CLHSGP1ComparisonEPYC 3 7K83 NPS 4EPYC 3 7K83EPYC 2 7R322 x Xeon Platinum 8375C NUMA off2 x Xeon Platinum 8375C2 x Xeon Platinum 82802 x Xeon Platinum 8272CL NUMA off2 x Xeon Platinum 8272CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL306090120150SE +/- 0.15, N = 3SE +/- 1.55, N = 4SE +/- 0.33, N = 3SE +/- 1.60, N = 3SE +/- 1.58, N = 4SE +/- 1.18, N = 8SE +/- 1.99, N = 15SE +/- 0.96, N = 5SE +/- 0.85, N = 3SE +/- 0.08, N = 3SE +/- 0.33, N = 3SE +/- 0.95, N = 3SE +/- 1.16, N = 3SE +/- 1.87, N = 3SE +/- 0.58, N = 3SE +/- 1.04, N = 3SE +/- 0.65, N = 3123.85110.85103.08118.09117.87117.36115.5874.2370.6272.82113.29108.16122.22140.44123.81135.05117.73

Appleseed

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

OpenBenchmarking.orgSeconds, Fewer Is BetterAppleseed 2.0 BetaScene: EmilyXeon W-3275MXeon Platinum 8480+Xeon Platinum 8375CXeon Platinum 8280Xeon Platinum 8272CLXeon Platinum 8259CLHSGP1ComparisonEPYC 3 7K83 NPS 4EPYC 3 7K83EPYC 2 7R322 x Xeon Platinum 8375C NUMA off2 x Xeon Platinum 8375C2 x Xeon Platinum 82802 x Xeon Platinum 8272CL NUMA off2 x Xeon Platinum 8272CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL50100150200250196.93239.25156.22197.65211.94219.32154.04128.98129.63147.69213.51214.95154.98161.38162.50163.71161.85

LuxCoreRender

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

OpenBenchmarking.orgM samples/sec, More Is BetterLuxCoreRender 2.3Scene: Rainbow Colors and PrismXeon W-3275MXeon Platinum 8480+Xeon Platinum 8375CXeon Platinum 8280Xeon Platinum 8272CLXeon Platinum 8259CLHSGP1ComparisonEPYC 3 7K83 NPS 4EPYC 3 7K83EPYC 2 7R322 x Xeon Platinum 8375C NUMA off2 x Xeon Platinum 8375C2 x Xeon Platinum 82802 x Xeon Platinum 8272CL NUMA off2 x Xeon Platinum 8272CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL3691215SE +/- 0.03, N = 15SE +/- 0.08, N = 3SE +/- 0.01, N = 3SE +/- 0.04, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.08, N = 3SE +/- 0.04, N = 3SE +/- 0.02, N = 3SE +/- 0.06, N = 3SE +/- 0.07, N = 3SE +/- 0.09, N = 3SE +/- 0.40, N = 15SE +/- 0.33, N = 12SE +/- 0.03, N = 3SE +/- 0.37, N = 15SE +/- 0.04, N = 33.799.986.024.113.923.305.9810.3010.108.1210.9110.907.156.797.445.526.40MIN: 3.45 / MAX: 3.89MIN: 6.87 / MAX: 10.41MIN: 5.57 / MAX: 6.15MIN: 3.96 / MAX: 4.16MIN: 3.78 / MAX: 3.98MIN: 3.24 / MAX: 3.33MIN: 5.69 / MAX: 6.17MIN: 9.61 / MAX: 10.45MIN: 9.55 / MAX: 10.2MIN: 7.87 / MAX: 8.3MIN: 8.72 / MAX: 11.1MIN: 9.55 / MAX: 11.14MIN: 2.92 / MAX: 8.11MIN: 3.95 / MAX: 7.68MIN: 6.75 / MAX: 7.63MIN: 2.11 / MAX: 6.54MIN: 5.65 / MAX: 6.54

Timed Linux Kernel Compilation

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

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Linux Kernel Compilation 5.4Time To CompileXeon W-3275MXeon Platinum 8480+Xeon Platinum 8375CXeon Platinum 8280Xeon Platinum 8272CLXeon Platinum 8259CLHSGP1ComparisonEPYC 3 7K83 NPS 4EPYC 3 7K83EPYC 2 7R322 x Xeon Platinum 8375C NUMA off2 x Xeon Platinum 8375C2 x Xeon Platinum 82802 x Xeon Platinum 8272CL NUMA off2 x Xeon Platinum 8272CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL918273645SE +/- 0.35, N = 9SE +/- 0.55, N = 15SE +/- 0.35, N = 13SE +/- 0.42, N = 8SE +/- 0.40, N = 13SE +/- 0.44, N = 7SE +/- 0.26, N = 8SE +/- 0.17, N = 13SE +/- 0.18, N = 13SE +/- 0.19, N = 13SE +/- 0.32, N = 13SE +/- 0.30, N = 13SE +/- 0.25, N = 14SE +/- 0.28, N = 14SE +/- 0.29, N = 13SE +/- 0.37, N = 14SE +/- 0.23, N = 1436.3723.9329.3640.9038.7341.1430.8320.4020.8424.0122.4121.4027.3128.1326.5829.2827.58

Appleseed

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

OpenBenchmarking.orgSeconds, Fewer Is BetterAppleseed 2.0 BetaScene: Material TesterXeon W-3275MXeon Platinum 8480+Xeon Platinum 8375CXeon Platinum 8280Xeon Platinum 8272CLXeon Platinum 8259CLHSGP1ComparisonEPYC 3 7K83 NPS 4EPYC 3 7K83EPYC 2 7R322 x Xeon Platinum 8375C NUMA off2 x Xeon Platinum 8375C2 x Xeon Platinum 82802 x Xeon Platinum 8272CL NUMA off2 x Xeon Platinum 8272CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL70140210280350124.15129.1590.82123.98129.03128.00307.55152.19150.74175.19179.24185.45193.44195.11186.31197.29185.23

OSPray

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

OpenBenchmarking.orgFPS, More Is BetterOSPray 1.8.5Demo: San Miguel - Renderer: Path TracerXeon W-3275MXeon Platinum 8480+Xeon Platinum 8375CXeon Platinum 8280Xeon Platinum 8272CLXeon Platinum 8259CLHSGP1ComparisonEPYC 3 7K83 NPS 4EPYC 3 7K83EPYC 2 7R322 x Xeon Platinum 8375C NUMA off2 x Xeon Platinum 8375C2 x Xeon Platinum 82802 x Xeon Platinum 8272CL NUMA off2 x Xeon Platinum 8272CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL110220330440550SE +/- 0.00, N = 12SE +/- 0.00, N = 12SE +/- 0.01, N = 5SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 22.71, N = 15SE +/- 0.01, N = 3SE +/- 0.00, N = 12SE +/- 0.00, N = 12SE +/- 0.01, N = 5SE +/- 0.00, N = 12SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 33.25333.335.163.523.363.00200.00383.33500.004.739.529.526.536.216.255.545.58MIN: 250 / MAX: 500MIN: 111.11 / MAX: 333.33MIN: 111.11 / MAX: 1000MIN: 333.33 / MAX: 1000

OpenBenchmarking.orgFPS, More Is BetterOSPray 1.8.5Demo: XFrog Forest - Renderer: Path TracerXeon W-3275MXeon Platinum 8375CXeon Platinum 8280Xeon Platinum 8272CLXeon Platinum 8259CLEPYC 2 7R322 x Xeon Platinum 8375C NUMA off2 x Xeon Platinum 8375C2 x Xeon Platinum 82802 x Xeon Platinum 8272CL NUMA off2 x Xeon Platinum 8272CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL3691215SE +/- 0.00, N = 7SE +/- 0.00, N = 12SE +/- 0.00, N = 4SE +/- 0.00, N = 5SE +/- 0.00, N = 6SE +/- 0.02, N = 3SE +/- 0.02, N = 4SE +/- 0.02, N = 5SE +/- 0.00, N = 12SE +/- 0.00, N = 15SE +/- 0.01, N = 3SE +/- 0.01, N = 6SE +/- 0.00, N = 123.175.183.463.332.965.859.889.886.676.416.445.715.71MIN: 3.09 / MAX: 3.19MIN: 5.13 / MAX: 5.21MIN: 3.41 / MAX: 3.47MIN: 3.3 / MAX: 3.36MIN: 2.92 / MAX: 2.99MIN: 5.65 / MAX: 5.99MIN: 9.71 / MAX: 9.9MIN: 7.81 / MAX: 10MIN: 5.85 / MAX: 6.76MIN: 6.21 / MAX: 6.45MIN: 5.92 / MAX: 6.49MIN: 5.59 / MAX: 5.75MIN: 5.08 / MAX: 5.78

Demo: XFrog Forest - Renderer: Path Tracer

HSGP1Comparison: The test quit with a non-zero exit status. The test quit with a non-zero exit status. The test quit with a non-zero exit status. E: what(): ospray::XML error: could not open file 'xfrog-forest.xml'

PyPerformance

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

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: python_startupXeon W-3275MXeon Platinum 8480+Xeon Platinum 8375CXeon Platinum 8280Xeon Platinum 8272CLXeon Platinum 8259CLHSGP1ComparisonEPYC 3 7K83 NPS 4EPYC 3 7K83EPYC 2 7R322 x Xeon Platinum 8375C NUMA off2 x Xeon Platinum 8375C2 x Xeon Platinum 82802 x Xeon Platinum 8272CL NUMA off2 x Xeon Platinum 8272CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL612182430SE +/- 0.09, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.07, N = 3SE +/- 0.00, N = 3SE +/- 0.03, N = 3SE +/- 0.06, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.07, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 317.723.419.811.211.611.411.816.016.116.320.419.811.225.211.822.611.3

Himeno Benchmark

The Himeno benchmark is a linear solver of pressure Poisson using a point-Jacobi method. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMFLOPS, More Is BetterHimeno Benchmark 3.0Poisson Pressure SolverXeon W-3275MXeon Platinum 8480+Xeon Platinum 8375CXeon Platinum 8280Xeon Platinum 8272CLXeon Platinum 8259CLHSGP1ComparisonEPYC 3 7K83 NPS 4EPYC 3 7K83EPYC 2 7R322 x Xeon Platinum 8375C NUMA off2 x Xeon Platinum 8375C2 x Xeon Platinum 82802 x Xeon Platinum 8272CL NUMA off2 x Xeon Platinum 8272CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL15003000450060007500SE +/- 3.72, N = 3SE +/- 4.09, N = 3SE +/- 1.99, N = 3SE +/- 4.11, N = 3SE +/- 6.12, N = 3SE +/- 1.29, N = 3SE +/- 62.10, N = 15SE +/- 46.15, N = 15SE +/- 62.40, N = 15SE +/- 22.45, N = 3SE +/- 6.81, N = 3SE +/- 0.44, N = 3SE +/- 5.39, N = 3SE +/- 10.51, N = 3SE +/- 1.29, N = 3SE +/- 2.97, N = 3SE +/- 1.57, N = 33866.096769.274214.943510.213318.983152.504142.584019.073954.463769.724198.514211.213514.603315.303331.383130.863147.911. (CC) gcc options: -O3 -mavx2

Renaissance

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

OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.10.0Test: Apache Spark PageRankXeon W-3275MXeon Platinum 8480+Xeon Platinum 8375CXeon Platinum 8280Xeon Platinum 8272CLXeon Platinum 8259CLHSGP1ComparisonEPYC 3 7K83 NPS 4EPYC 3 7K83EPYC 2 7R322 x Xeon Platinum 8375C NUMA off2 x Xeon Platinum 8375C2 x Xeon Platinum 82802 x Xeon Platinum 8272CL NUMA off2 x Xeon Platinum 8272CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL5K10K15K20K25KSE +/- 165.27, N = 5SE +/- 260.73, N = 25SE +/- 173.94, N = 5SE +/- 169.44, N = 5SE +/- 170.65, N = 5SE +/- 154.16, N = 5SE +/- 163.94, N = 25SE +/- 82.46, N = 5SE +/- 134.25, N = 5SE +/- 198.48, N = 5SE +/- 263.18, N = 5SE +/- 172.53, N = 25SE +/- 286.23, N = 6SE +/- 205.74, N = 5SE +/- 167.92, N = 5SE +/- 232.21, N = 5SE +/- 278.82, N = 521015.5424744.4319555.0620621.2321895.6422226.8521034.6219378.3417641.6221641.9522022.8122456.6123588.4024909.6623916.2325636.6925275.16

Mlpack Benchmark

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

OpenBenchmarking.orgSeconds, Fewer Is BetterMlpack BenchmarkBenchmark: scikit_icaXeon W-3275MXeon Platinum 8480+Xeon Platinum 8375CXeon Platinum 8280Xeon Platinum 8272CLXeon Platinum 8259CLHSGP1ComparisonEPYC 3 7K83 NPS 4EPYC 3 7K83EPYC 2 7R322 x Xeon Platinum 8375C NUMA off2 x Xeon Platinum 8375C2 x Xeon Platinum 82802 x Xeon Platinum 8272CL NUMA off2 x Xeon Platinum 8272CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL20406080100SE +/- 0.11, N = 3SE +/- 0.30, N = 15SE +/- 0.12, N = 3SE +/- 0.21, N = 3SE +/- 0.06, N = 3SE +/- 0.34, N = 3SE +/- 0.80, N = 3SE +/- 0.48, N = 3SE +/- 0.12, N = 3SE +/- 0.48, N = 15SE +/- 0.34, N = 3SE +/- 0.17, N = 3SE +/- 0.59, N = 3SE +/- 0.52, N = 3SE +/- 0.40, N = 3SE +/- 0.35, N = 3SE +/- 0.80, N = 354.9143.1945.5067.3658.5761.2089.5947.0643.1349.4744.0344.6863.3555.9054.8457.6958.48

Blender

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

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.82Blend File: Fishy Cat - Compute: CPU-OnlyXeon W-3275MXeon Platinum 8480+Xeon Platinum 8375CXeon Platinum 8280Xeon Platinum 8272CLXeon Platinum 8259CLEPYC 3 7K83 NPS 4EPYC 3 7K83EPYC 2 7R322 x Xeon Platinum 8375C NUMA off2 x Xeon Platinum 8375C2 x Xeon Platinum 82802 x Xeon Platinum 8272CL NUMA off2 x Xeon Platinum 8272CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL306090120150SE +/- 0.05, N = 3SE +/- 0.09, N = 3SE +/- 0.08, N = 3SE +/- 0.16, N = 3SE +/- 0.14, N = 3SE +/- 0.08, N = 3SE +/- 0.15, N = 3SE +/- 0.18, N = 3SE +/- 0.05, N = 3SE +/- 0.09, N = 3SE +/- 0.12, N = 3SE +/- 0.03, N = 3SE +/- 0.19, N = 3SE +/- 0.23, N = 3SE +/- 0.14, N = 3SE +/- 0.11, N = 3118.0961.4981.64110.67119.36134.2255.3955.0465.6753.6953.9666.3970.2270.1279.2279.00

OSPray

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

OpenBenchmarking.orgFPS, More Is BetterOSPray 1.8.5Demo: XFrog Forest - Renderer: SciVisXeon W-3275MXeon Platinum 8375CXeon Platinum 8280Xeon Platinum 8272CLXeon Platinum 8259CLEPYC 2 7R322 x Xeon Platinum 8375C NUMA off2 x Xeon Platinum 8375C2 x Xeon Platinum 82802 x Xeon Platinum 8272CL NUMA off2 x Xeon Platinum 8272CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL48121620SE +/- 0.00, N = 8SE +/- 0.03, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 12SE +/- 0.00, N = 12SE +/- 0.04, N = 3SE +/- 0.00, N = 12SE +/- 0.00, N = 12SE +/- 0.00, N = 12SE +/- 0.00, N = 12SE +/- 0.00, N = 12SE +/- 0.02, N = 7SE +/- 0.00, N = 125.729.386.256.025.3811.0317.8617.8612.0511.6311.6310.3210.42MIN: 5.56 / MAX: 5.78MIN: 9.26 / MAX: 9.43MIN: 6.13 / MAX: 6.29MIN: 5.95 / MAX: 6.1MIN: 5.29 / MAX: 5.41MIN: 10.75 / MAX: 11.24MIN: 16.95 / MAX: 18.18MIN: 12.5 / MAX: 18.18MIN: 9.71 / MAX: 12.2MIN: 11.11 / MAX: 11.76MIN: 9.8 / MAX: 11.9MIN: 10.1 / MAX: 10.42MIN: 8.2 / MAX: 10.53

Demo: XFrog Forest - Renderer: SciVis

HSGP1Comparison: The test quit with a non-zero exit status. The test quit with a non-zero exit status. The test quit with a non-zero exit status. E: what(): ospray::XML error: could not open file 'xfrog-forest.xml'

Chaos Group V-RAY

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

OpenBenchmarking.orgKsamples, More Is BetterChaos Group V-RAY 4.10.07Mode: CPUXeon W-3275MXeon Platinum 8480+Xeon Platinum 8375CXeon Platinum 8280Xeon Platinum 8272CLXeon Platinum 8259CLEPYC 3 7K83 NPS 4EPYC 3 7K83EPYC 2 7R322 x Xeon Platinum 8375C NUMA off2 x Xeon Platinum 8375C2 x Xeon Platinum 82802 x Xeon Platinum 8272CL NUMA off2 x Xeon Platinum 8272CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL20K40K60K80K100KSE +/- 401.71, N = 3SE +/- 291.10, N = 3SE +/- 481.50, N = 7SE +/- 306.00, N = 3SE +/- 15.25, N = 3SE +/- 88.49, N = 3SE +/- 156.85, N = 3SE +/- 324.26, N = 3SE +/- 183.86, N = 3SE +/- 778.30, N = 3SE +/- 771.09, N = 3SE +/- 474.70, N = 3SE +/- 219.47, N = 3SE +/- 584.43, N = 3SE +/- 48.95, N = 3SE +/- 332.60, N = 333014727364476034710339472906182043844756289787937873886433162175613785305151803

John The Ripper

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

OpenBenchmarking.orgReal C/S, More Is BetterJohn The Ripper 1.9.0-jumbo-1Test: MD5Xeon W-3275MXeon Platinum 8480+Xeon Platinum 8375CXeon Platinum 8280Xeon Platinum 8272CLXeon Platinum 8259CLHSGP1ComparisonEPYC 3 7K83 NPS 4EPYC 3 7K83EPYC 2 7R322 x Xeon Platinum 8375C NUMA off2 x Xeon Platinum 8375C2 x Xeon Platinum 82802 x Xeon Platinum 8272CL NUMA off2 x Xeon Platinum 8272CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL2M4M6M8M10MSE +/- 14294.52, N = 3SE +/- 14571.66, N = 3SE +/- 1855.92, N = 3SE +/- 14468.36, N = 3SE +/- 34226.37, N = 3SE +/- 9073.77, N = 3SE +/- 38412.27, N = 15SE +/- 24230.38, N = 3SE +/- 27682.73, N = 3SE +/- 30550.50, N = 3SE +/- 29179.52, N = 3SE +/- 103333.33, N = 3SE +/- 67263.16, N = 3SE +/- 27545.92, N = 3SE +/- 32186.95, N = 3SE +/- 11259.56, N = 3SE +/- 41921.89, N = 336540009133000571433340900003727667338400025506006043333607200039720001071433310497333788000071026677150000660833365546671. (CC) gcc options: -m64 -lssl -lcrypto -fopenmp -lgmp -pthread -lm -lz -ldl -lcrypt -lbz2

Radiance Benchmark

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

OpenBenchmarking.orgSeconds, Fewer Is BetterRadiance Benchmark 5.0Test: SMP ParallelXeon W-3275MXeon Platinum 8480+Xeon Platinum 8375CXeon Platinum 8280Xeon Platinum 8272CLXeon Platinum 8259CLHSGP1ComparisonEPYC 3 7K83 NPS 4EPYC 3 7K83EPYC 2 7R322 x Xeon Platinum 8375C NUMA off2 x Xeon Platinum 8375C2 x Xeon Platinum 82802 x Xeon Platinum 8272CL NUMA off2 x Xeon Platinum 8272CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL60120180240300219.84161.40201.22235.00257.23273.13168.69176.09178.57219.65198.50200.80226.08241.06246.16255.59258.34

OSPray

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

OpenBenchmarking.orgFPS, More Is BetterOSPray 1.8.5Demo: San Miguel - Renderer: SciVisXeon W-3275MXeon Platinum 8480+Xeon Platinum 8375CXeon Platinum 8280Xeon Platinum 8272CLXeon Platinum 8259CLHSGP1ComparisonEPYC 3 7K83 NPS 4EPYC 3 7K83EPYC 2 7R322 x Xeon Platinum 8375C NUMA off2 x Xeon Platinum 8375C2 x Xeon Platinum 82802 x Xeon Platinum 8272CL NUMA off2 x Xeon Platinum 8272CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL110220330440550SE +/- 0.00, N = 12SE +/- 0.72, N = 5SE +/- 0.00, N = 12SE +/- 0.00, N = 12SE +/- 0.36, N = 3SE +/- 5.35, N = 15SE +/- 22.22, N = 15SE +/- 0.00, N = 12SE +/- 0.76, N = 12SE +/- 0.62, N = 15SE +/- 0.00, N = 12SE +/- 0.00, N = 12SE +/- 0.92, N = 4SE +/- 0.00, N = 334.48500.0054.3938.4637.0432.97240.00411.11500.0058.8299.24100.0069.5266.6766.6761.5862.50MIN: 333.33MIN: 100 / MAX: 500MIN: 250 / MAX: 1000MIN: 333.33 / MAX: 1000MIN: 71.43 / MAX: 100MIN: 55.56

Build2

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

OpenBenchmarking.orgSeconds, Fewer Is BetterBuild2 0.12Time To CompileXeon W-3275MXeon Platinum 8480+Xeon Platinum 8375CXeon Platinum 8280Xeon Platinum 8272CLXeon Platinum 8259CLHSGP1ComparisonEPYC 3 7K83 NPS 4EPYC 3 7K83EPYC 2 7R322 x Xeon Platinum 8375C NUMA off2 x Xeon Platinum 8375C2 x Xeon Platinum 82802 x Xeon Platinum 8272CL NUMA off2 x Xeon Platinum 8272CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL20406080100SE +/- 0.14, N = 3SE +/- 0.48, N = 3SE +/- 0.18, N = 3SE +/- 0.13, N = 3SE +/- 0.42, N = 3SE +/- 0.03, N = 3SE +/- 0.16, N = 3SE +/- 0.49, N = 3SE +/- 0.13, N = 3SE +/- 0.40, N = 3SE +/- 0.14, N = 3SE +/- 0.58, N = 3SE +/- 0.09, N = 3SE +/- 0.62, N = 3SE +/- 0.46, N = 3SE +/- 0.19, N = 3SE +/- 0.49, N = 366.4257.1060.3374.1274.2776.1559.8654.1151.9659.9656.0156.1662.7865.7768.5669.2066.67

PyPerformance

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

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: floatXeon W-3275MXeon Platinum 8480+Xeon Platinum 8375CXeon Platinum 8280Xeon Platinum 8259CLHSGP1ComparisonEPYC 3 7K83 NPS 4EPYC 3 7K832 x Xeon Platinum 8375C NUMA off2 x Xeon Platinum 8375C2 x Xeon Platinum 82802 x Xeon Platinum 8272CL NUMA off2 x Xeon Platinum 8272CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL306090120150SE +/- 0.12, N = 3SE +/- 0.33, N = 3SE +/- 0.20, N = 3SE +/- 0.67, N = 3SE +/- 0.33, N = 394.5153.0134.0109.0122.098.6108.0109.0134.0133.0109.0117.0117.0123.0123.0

LuxCoreRender

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

OpenBenchmarking.orgM samples/sec, More Is BetterLuxCoreRender 2.3Scene: DLSCXeon W-3275MXeon Platinum 8480+Xeon Platinum 8375CXeon Platinum 8280Xeon Platinum 8272CLXeon Platinum 8259CLHSGP1ComparisonEPYC 3 7K83 NPS 4EPYC 3 7K83EPYC 2 7R322 x Xeon Platinum 8375C NUMA off2 x Xeon Platinum 8375C2 x Xeon Platinum 82802 x Xeon Platinum 8272CL NUMA off2 x Xeon Platinum 8272CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL3691215SE +/- 0.00, N = 3SE +/- 0.13, N = 3SE +/- 0.04, N = 3SE +/- 0.00, N = 3SE +/- 0.02, N = 3SE +/- 0.00, N = 3SE +/- 0.03, N = 3SE +/- 0.02, N = 3SE +/- 0.03, N = 3SE +/- 0.10, N = 3SE +/- 0.09, N = 3SE +/- 0.08, N = 3SE +/- 0.09, N = 3SE +/- 0.01, N = 3SE +/- 0.04, N = 3SE +/- 0.03, N = 3SE +/- 0.04, N = 33.538.785.583.793.633.045.799.619.567.2810.0910.157.196.956.995.865.88MIN: 3.46 / MAX: 3.66MIN: 6.87 / MAX: 9.77MIN: 5.31 / MAX: 5.97MIN: 3.65 / MAX: 3.94MIN: 3.44 / MAX: 3.8MIN: 2.93 / MAX: 3.16MIN: 5.65 / MAX: 6.14MIN: 9.48 / MAX: 10.1MIN: 9.37 / MAX: 10.07MIN: 7.01 / MAX: 7.86MIN: 9.82 / MAX: 10.81MIN: 9.9 / MAX: 10.91MIN: 6.83 / MAX: 7.6MIN: 6.73 / MAX: 7.34MIN: 6.72 / MAX: 7.38MIN: 5.7 / MAX: 6.16MIN: 5.75 / MAX: 6.19

Renaissance

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

OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.10.0Test: Apache Spark BayesXeon W-3275MXeon Platinum 8480+Xeon Platinum 8375CXeon Platinum 8280Xeon Platinum 8272CLXeon Platinum 8259CLHSGP1ComparisonEPYC 3 7K83 NPS 4EPYC 3 7K83EPYC 2 7R322 x Xeon Platinum 8375C NUMA off2 x Xeon Platinum 8375C2 x Xeon Platinum 82802 x Xeon Platinum 8272CL NUMA off2 x Xeon Platinum 8272CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL13002600390052006500SE +/- 30.38, N = 7SE +/- 93.28, N = 24SE +/- 39.37, N = 7SE +/- 19.41, N = 5SE +/- 18.35, N = 20SE +/- 26.07, N = 25SE +/- 37.13, N = 25SE +/- 77.70, N = 25SE +/- 31.25, N = 20SE +/- 26.28, N = 25SE +/- 172.31, N = 25SE +/- 90.83, N = 25SE +/- 36.17, N = 25SE +/- 77.21, N = 20SE +/- 41.01, N = 25SE +/- 55.66, N = 25SE +/- 47.41, N = 252743.626203.163492.992674.182739.003017.333191.423333.102667.033057.065550.064402.823228.633859.383402.053813.753495.61

Stockfish

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

OpenBenchmarking.orgNodes Per Second, More Is BetterStockfish 9Total TimeXeon W-3275MXeon Platinum 8480+Xeon Platinum 8375CXeon Platinum 8280Xeon Platinum 8272CLXeon Platinum 8259CLHSGP1ComparisonEPYC 3 7K83 NPS 4EPYC 3 7K83EPYC 2 7R322 x Xeon Platinum 8375C NUMA off2 x Xeon Platinum 8375C2 x Xeon Platinum 82802 x Xeon Platinum 8272CL NUMA off2 x Xeon Platinum 8272CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL30M60M90M120M150MSE +/- 709349.35, N = 3SE +/- 541700.90, N = 3SE +/- 828671.04, N = 3SE +/- 829358.84, N = 3SE +/- 54908.55, N = 3SE +/- 114508.53, N = 3SE +/- 394090.00, N = 3SE +/- 841870.53, N = 3SE +/- 1436204.85, N = 3SE +/- 1223161.47, N = 3SE +/- 2015291.67, N = 3SE +/- 1266085.84, N = 3SE +/- 902995.35, N = 3SE +/- 1396988.17, N = 4SE +/- 1934115.41, N = 3SE +/- 102308.18, N = 3SE +/- 336693.20, N = 36117065113098360285313242628913125817210754437117839056251523968881531513821167650281531134921529068601197157951097533771123627231041066761035138531. (CXX) g++ options: -m64 -lpthread -fno-exceptions -std=c++11 -pedantic -O3 -msse -msse3 -mpopcnt -flto

NAMD

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

OpenBenchmarking.orgdays/ns, Fewer Is BetterNAMD 2.13ATPase Simulation - 327,506 AtomsXeon W-3275MXeon Platinum 8480+Xeon Platinum 8375CXeon Platinum 8280Xeon Platinum 8272CLXeon Platinum 8259CLHSGP1ComparisonEPYC 3 7K83 NPS 4EPYC 3 7K83EPYC 2 7R322 x Xeon Platinum 8375C NUMA off2 x Xeon Platinum 8375C2 x Xeon Platinum 82802 x Xeon Platinum 8272CL NUMA off2 x Xeon Platinum 8272CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL0.19560.39120.58680.78240.978SE +/- 0.00775, N = 15SE +/- 0.00028, N = 3SE +/- 0.00002, N = 3SE +/- 0.00060, N = 3SE +/- 0.01127, N = 4SE +/- 0.00063, N = 3SE +/- 0.00486, N = 15SE +/- 0.00054, N = 3SE +/- 0.00056, N = 3SE +/- 0.00084, N = 3SE +/- 0.00107, N = 3SE +/- 0.00026, N = 3SE +/- 0.00133, N = 3SE +/- 0.00066, N = 3SE +/- 0.00016, N = 3SE +/- 0.00012, N = 3SE +/- 0.00038, N = 30.814340.291960.469480.707090.777240.869250.650630.363410.363390.486140.256320.249410.362260.401730.388400.454220.44551

Appleseed

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

OpenBenchmarking.orgSeconds, Fewer Is BetterAppleseed 2.0 BetaScene: Disney MaterialXeon W-3275MXeon Platinum 8480+Xeon Platinum 8375CXeon Platinum 8280Xeon Platinum 8272CLXeon Platinum 8259CLHSGP1ComparisonEPYC 3 7K83 NPS 4EPYC 3 7K83EPYC 2 7R322 x Xeon Platinum 8375C NUMA off2 x Xeon Platinum 8375C2 x Xeon Platinum 82802 x Xeon Platinum 8272CL NUMA off2 x Xeon Platinum 8272CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL306090120150106.6477.3378.58103.83117.15120.1772.7257.2956.7462.4364.9764.7568.6272.8573.5073.2273.58

Basis Universal

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

OpenBenchmarking.orgSeconds, Fewer Is BetterBasis Universal 1.12Settings: ETC1SXeon W-3275MXeon Platinum 8480+Xeon Platinum 8375CXeon Platinum 8280Xeon Platinum 8272CLXeon Platinum 8259CLHSGP1ComparisonEPYC 3 7K83 NPS 4EPYC 3 7K83EPYC 2 7R322 x Xeon Platinum 8375C NUMA off2 x Xeon Platinum 8375C2 x Xeon Platinum 82802 x Xeon Platinum 8272CL NUMA off2 x Xeon Platinum 8272CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL1326395265SE +/- 0.48, N = 3SE +/- 0.35, N = 3SE +/- 0.07, N = 3SE +/- 0.12, N = 3SE +/- 0.12, N = 3SE +/- 0.05, N = 3SE +/- 0.59, N = 3SE +/- 0.06, N = 3SE +/- 0.02, N = 3SE +/- 0.03, N = 3SE +/- 0.02, N = 3SE +/- 0.11, N = 3SE +/- 0.11, N = 3SE +/- 0.05, N = 3SE +/- 0.08, N = 3SE +/- 0.06, N = 3SE +/- 0.09, N = 347.6539.5848.2351.4554.1957.4049.3748.3147.6854.3148.9249.4052.6955.4655.2858.2857.831. (CXX) g++ options: -std=c++11 -fvisibility=hidden -fPIC -fno-strict-aliasing -O3 -rdynamic -lm -lpthread

PyPerformance

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

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: regex_compileXeon W-3275MXeon Platinum 8480+Xeon Platinum 8375CXeon Platinum 8280Xeon Platinum 8259CLHSGP1ComparisonEPYC 3 7K83 NPS 4EPYC 3 7K83EPYC 2 7R322 x Xeon Platinum 8375C NUMA off2 x Xeon Platinum 8375C2 x Xeon Platinum 82802 x Xeon Platinum 8272CL NUMA off2 x Xeon Platinum 8272CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL50100150200250SE +/- 1.20, N = 3SE +/- 2.72, N = 15SE +/- 1.45, N = 3SE +/- 0.33, N = 3SE +/- 0.33, N = 3SE +/- 0.33, N = 3SE +/- 2.08, N = 3SE +/- 2.08, N = 3157146186164200154178178213191183164190189200200

Blender

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

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.82Blend File: BMW27 - Compute: CPU-OnlyXeon W-3275MXeon Platinum 8480+Xeon Platinum 8375CXeon Platinum 8280Xeon Platinum 8272CLXeon Platinum 8259CLEPYC 3 7K83 NPS 4EPYC 3 7K83EPYC 2 7R322 x Xeon Platinum 8375C NUMA off2 x Xeon Platinum 8375C2 x Xeon Platinum 82802 x Xeon Platinum 8272CL NUMA off2 x Xeon Platinum 8272CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL20406080100SE +/- 0.12, N = 3SE +/- 0.08, N = 3SE +/- 0.10, N = 3SE +/- 0.09, N = 3SE +/- 0.26, N = 3SE +/- 0.14, N = 3SE +/- 0.02, N = 3SE +/- 0.04, N = 3SE +/- 0.10, N = 3SE +/- 0.09, N = 3SE +/- 0.15, N = 3SE +/- 0.09, N = 3SE +/- 0.06, N = 3SE +/- 0.21, N = 3SE +/- 0.05, N = 3SE +/- 0.11, N = 374.9635.2752.2869.8075.8686.8933.9833.9341.7631.0931.1038.7941.2241.3348.0047.63

MKL-DNN DNNL

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

OpenBenchmarking.orgms, Fewer Is BetterMKL-DNN DNNL 1.1Harness: Convolution Batch conv_3d - Data Type: u8s8f32Xeon W-3275MXeon Platinum 8480+Xeon Platinum 8375CXeon Platinum 8280Xeon Platinum 8272CLXeon Platinum 8259CLEPYC 3 7K83 NPS 4EPYC 3 7K83EPYC 2 7R322 x Xeon Platinum 8375C NUMA off2 x Xeon Platinum 8375C2 x Xeon Platinum 82802 x Xeon Platinum 8272CL NUMA off2 x Xeon Platinum 8272CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL15003000450060007500SE +/- 41.02, N = 3SE +/- 5.84, N = 3SE +/- 1.23, N = 3SE +/- 11.11, N = 3SE +/- 14.11, N = 3SE +/- 5.52, N = 3SE +/- 3.57, N = 3SE +/- 3.82, N = 3SE +/- 25.92, N = 3SE +/- 10.36, N = 3SE +/- 7.16, N = 3SE +/- 7.97, N = 3SE +/- 16.05, N = 3SE +/- 15.22, N = 3SE +/- 11.90, N = 3SE +/- 7.22, N = 36183.112550.214454.225919.946437.607095.622543.152541.033076.762382.112540.743005.483243.003271.403548.603551.38MIN: 5934.01MIN: 2528.47MIN: 4426.84MIN: 5895.99MIN: 6341.76MIN: 7085.95MIN: 2525.83MIN: 2525.21MIN: 3011.81MIN: 2282.91MIN: 2390.74MIN: 2934.55MIN: 3183.9MIN: 3209.1MIN: 3529.41MIN: 3527.131. (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: u8s8f32Xeon W-3275MXeon Platinum 8480+Xeon Platinum 8375CXeon Platinum 8280Xeon Platinum 8272CLXeon Platinum 8259CLEPYC 3 7K83 NPS 4EPYC 3 7K83EPYC 2 7R322 x Xeon Platinum 8375C NUMA off2 x Xeon Platinum 8375C2 x Xeon Platinum 82802 x Xeon Platinum 8272CL NUMA off2 x Xeon Platinum 8272CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL306090120150SE +/- 0.03226, N = 3SE +/- 0.00297, N = 3SE +/- 0.00773, N = 3SE +/- 0.00398, N = 3SE +/- 0.00539, N = 3SE +/- 0.00119, N = 3SE +/- 1.04037, N = 3SE +/- 0.63714, N = 3SE +/- 0.23997, N = 3SE +/- 0.00823, N = 3SE +/- 0.00536, N = 3SE +/- 0.04146, N = 4SE +/- 0.01090, N = 3SE +/- 0.03153, N = 3SE +/- 0.00908, N = 3SE +/- 0.01481, N = 33.592181.292401.845153.231213.344273.43236131.55500130.77100149.339001.498651.446133.110023.105303.296152.781933.04866MIN: 123.43MIN: 119.41MIN: 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: f32Xeon W-3275MXeon Platinum 8480+Xeon Platinum 8375CXeon Platinum 8280Xeon Platinum 8272CLXeon Platinum 8259CLEPYC 3 7K83 NPS 4EPYC 3 7K83EPYC 2 7R322 x Xeon Platinum 8375C NUMA off2 x Xeon Platinum 8375C2 x Xeon Platinum 82802 x Xeon Platinum 8272CL NUMA off2 x Xeon Platinum 8272CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL3691215SE +/- 0.10112, N = 3SE +/- 0.00487, N = 3SE +/- 0.00218, N = 3SE +/- 0.00854, N = 3SE +/- 0.01006, N = 3SE +/- 0.03341, N = 3SE +/- 0.11117, N = 3SE +/- 0.03806, N = 3SE +/- 0.01277, N = 3SE +/- 0.00676, N = 3SE +/- 0.00521, N = 3SE +/- 0.01419, N = 3SE +/- 0.00556, N = 3SE +/- 0.01633, N = 3SE +/- 0.00603, N = 3SE +/- 0.03588, N = 37.544392.914524.595506.795097.407047.890719.599043.463748.883903.730316.002649.524666.386529.713556.658429.97669MIN: 6.71MIN: 2.69MIN: 4.48MIN: 6.68MIN: 7.28MIN: 7.76MIN: 8.67MIN: 2.89MIN: 8.36MIN: 3.56MIN: 5.79MIN: 9.28MIN: 6.06MIN: 9.49MIN: 6.25MIN: 9.621. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl

NAS Parallel Benchmarks

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

OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: EP.DXeon W-3275MXeon Platinum 8480+Xeon Platinum 8375CXeon Platinum 8280Xeon Platinum 8272CLXeon Platinum 8259CLHSGP1ComparisonEPYC 3 7K83 NPS 4EPYC 3 7K83EPYC 2 7R322 x Xeon Platinum 8375C NUMA off2 x Xeon Platinum 8375C2 x Xeon Platinum 82802 x Xeon Platinum 8272CL NUMA off2 x Xeon Platinum 8272CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL2K4K6K8K10KSE +/- 4.09, N = 3SE +/- 307.30, N = 12SE +/- 5.66, N = 3SE +/- 46.76, N = 4SE +/- 39.87, N = 5SE +/- 38.58, N = 4SE +/- 18.02, N = 3SE +/- 86.87, N = 3SE +/- 60.85, N = 3SE +/- 5.75, N = 3SE +/- 143.88, N = 3SE +/- 102.38, N = 3SE +/- 148.86, N = 12SE +/- 91.47, N = 3SE +/- 89.09, N = 3SE +/- 84.22, N = 3SE +/- 89.39, N = 33210.526288.824730.263283.383033.282677.643062.495253.055367.643570.469334.319339.046284.655973.186088.085284.345310.161. (F9X) gfortran options: -O3 -march=native -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi2. Xeon W-3275M: Open MPI 3.1.33. Xeon Platinum 8480+: Open MPI 3.1.34. Xeon Platinum 8375C: Open MPI 3.1.35. Xeon Platinum 8280: Open MPI 4.0.3rc46. Xeon Platinum 8272CL: Open MPI 3.1.37. Xeon Platinum 8259CL: Open MPI 3.1.38. HSGP1Comparison: Open MPI 4.0.39. EPYC 3 7K83 NPS 4: Open MPI 3.1.310. EPYC 3 7K83: Open MPI 3.1.311. EPYC 2 7R32: Open MPI 3.1.312. 2 x Xeon Platinum 8375C NUMA off: Open MPI 3.1.313. 2 x Xeon Platinum 8375C: Open MPI 3.1.314. 2 x Xeon Platinum 8280: Open MPI 4.0.3rc415. 2 x Xeon Platinum 8272CL NUMA off: Open MPI 3.1.316. 2 x Xeon Platinum 8272CL: Open MPI 3.1.317. 2 x Xeon Platinum 8259CL NUMA off: Open MPI 3.1.318. 2 x Xeon Platinum 8259CL: Open MPI 3.1.3

MKL-DNN DNNL

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

OpenBenchmarking.orgms, Fewer Is BetterMKL-DNN DNNL 1.1Harness: Convolution Batch conv_3d - Data Type: bf16bf16bf16Xeon W-3275MXeon Platinum 8480+Xeon Platinum 8375CXeon Platinum 8280Xeon Platinum 8272CLXeon Platinum 8259CL2 x Xeon Platinum 8375C NUMA off2 x Xeon Platinum 8375C2 x Xeon Platinum 82802 x Xeon Platinum 8272CL NUMA off2 x Xeon Platinum 8272CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL48121620SE +/- 0.24390, N = 4SE +/- 0.00292, N = 3SE +/- 0.00609, N = 3SE +/- 0.00390, N = 3SE +/- 0.00634, N = 3SE +/- 0.00403, N = 3SE +/- 0.00440, N = 3SE +/- 0.05559, N = 3SE +/- 0.00328, N = 3SE +/- 0.00581, N = 3SE +/- 0.01148, N = 3SE +/- 0.00811, N = 3SE +/- 0.00172, N = 316.590602.9810610.7508014.0780014.0747017.321705.719635.812437.929127.655617.675179.187519.20665MIN: 14.98MIN: 10.65MIN: 13.95MIN: 13.94MIN: 17.21MIN: 5.59MIN: 5.59MIN: 7.75MIN: 7.54MIN: 7.54MIN: 9.03MIN: 9.041. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl

NAS Parallel Benchmarks

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

OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: BT.CXeon W-3275MXeon Platinum 8480+Xeon Platinum 8375CXeon Platinum 8280Xeon Platinum 8272CLXeon Platinum 8259CLHSGP1ComparisonEPYC 3 7K83 NPS 4EPYC 3 7K83EPYC 2 7R322 x Xeon Platinum 8375C NUMA off2 x Xeon Platinum 8375C2 x Xeon Platinum 82802 x Xeon Platinum 8272CL NUMA off2 x Xeon Platinum 8272CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL40K80K120K160K200KSE +/- 127.07, N = 3SE +/- 2505.03, N = 15SE +/- 120.43, N = 3SE +/- 52.95, N = 3SE +/- 149.79, N = 3SE +/- 15.49, N = 3SE +/- 864.31, N = 4SE +/- 85.44, N = 3SE +/- 225.71, N = 3SE +/- 500.22, N = 3SE +/- 116.37, N = 3SE +/- 2821.73, N = 12SE +/- 78.84, N = 3SE +/- 156.22, N = 3SE +/- 125.50, N = 3SE +/- 64.74, N = 3SE +/- 107.83, N = 369347.58116616.8296192.0571842.3469011.3551975.3574611.33140014.12133996.23106415.53164568.74188359.36136046.53102113.05131794.2384766.14104107.991. (F9X) gfortran options: -O3 -march=native -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi2. Xeon W-3275M: Open MPI 3.1.33. Xeon Platinum 8480+: Open MPI 3.1.34. Xeon Platinum 8375C: Open MPI 3.1.35. Xeon Platinum 8280: Open MPI 4.0.3rc46. Xeon Platinum 8272CL: Open MPI 3.1.37. Xeon Platinum 8259CL: Open MPI 3.1.38. HSGP1Comparison: Open MPI 4.0.39. EPYC 3 7K83 NPS 4: Open MPI 3.1.310. EPYC 3 7K83: Open MPI 3.1.311. EPYC 2 7R32: Open MPI 3.1.312. 2 x Xeon Platinum 8375C NUMA off: Open MPI 3.1.313. 2 x Xeon Platinum 8375C: Open MPI 3.1.314. 2 x Xeon Platinum 8280: Open MPI 4.0.3rc415. 2 x Xeon Platinum 8272CL NUMA off: Open MPI 3.1.316. 2 x Xeon Platinum 8272CL: Open MPI 3.1.317. 2 x Xeon Platinum 8259CL NUMA off: Open MPI 3.1.318. 2 x Xeon Platinum 8259CL: Open MPI 3.1.3

PyPerformance

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

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: django_templateXeon W-3275MXeon Platinum 8480+Xeon Platinum 8375CXeon Platinum 8280Xeon Platinum 8272CLXeon Platinum 8259CLHSGP1ComparisonEPYC 3 7K83 NPS 4EPYC 3 7K83EPYC 2 7R322 x Xeon Platinum 8375C NUMA off2 x Xeon Platinum 8375C2 x Xeon Platinum 82802 x Xeon Platinum 8272CL NUMA off2 x Xeon Platinum 8272CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL20406080100SE +/- 0.67, N = 3SE +/- 0.12, N = 3SE +/- 0.35, N = 3SE +/- 0.06, N = 3SE +/- 0.09, N = 3SE +/- 0.07, N = 3SE +/- 0.03, N = 3SE +/- 0.07, N = 3SE +/- 0.06, N = 3SE +/- 0.09, N = 3SE +/- 0.50, N = 3SE +/- 0.75, N = 15SE +/- 0.07, N = 3SE +/- 0.07, N = 3SE +/- 0.00, N = 3SE +/- 0.07, N = 3SE +/- 0.09, N = 349.978.265.446.260.664.142.554.653.266.465.363.245.960.860.664.164.2

OSPray

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

OpenBenchmarking.orgFPS, More Is BetterOSPray 1.8.5Demo: NASA Streamlines - Renderer: Path TracerXeon W-3275MXeon Platinum 8375CXeon Platinum 8280Xeon Platinum 8272CLXeon Platinum 8259CLEPYC 2 7R322 x Xeon Platinum 8375C NUMA off2 x Xeon Platinum 8375C2 x Xeon Platinum 82802 x Xeon Platinum 8272CL NUMA off2 x Xeon Platinum 8272CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL612182430SE +/- 0.006, N = 12SE +/- 0.067, N = 3SE +/- 0.030, N = 3SE +/- 0.000, N = 12SE +/- 0.022, N = 3SE +/- 0.068, N = 4SE +/- 0.000, N = 12SE +/- 0.000, N = 12SE +/- 0.000, N = 12SE +/- 0.101, N = 3SE +/- 0.000, N = 12SE +/- 0.080, N = 3SE +/- 0.000, N = 38.69014.2209.4909.0908.09016.60027.03027.03018.18017.44017.54015.54015.625MIN: 8.33 / MAX: 9.01MIN: 14.08 / MAX: 14.49MIN: 9.26 / MAX: 9.62MIN: 8.85 / MAX: 9.35MIN: 7.94 / MAX: 8.2MIN: 15.87 / MAX: 16.95MIN: 26.32 / MAX: 27.78MIN: 16.67 / MAX: 27.78MIN: 12.2 / MAX: 18.52MIN: 16.39 / MAX: 17.86MIN: 12.5 / MAX: 17.86MIN: 14.93 / MAX: 15.87MIN: 11.11 / MAX: 15.87

Demo: NASA Streamlines - Renderer: Path Tracer

HSGP1Comparison: The test quit with a non-zero exit status. The test quit with a non-zero exit status. The test quit with a non-zero exit status. E: what(): ospray::XML error: could not open file 'NASA-B-field-sun.osx'

SVT-AV1

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

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 0.8Encoder Mode: Enc Mode 4 - Input: 1080pXeon W-3275MXeon Platinum 8480+Xeon Platinum 8375CXeon Platinum 8280Xeon Platinum 8272CLXeon Platinum 8259CLEPYC 3 7K83 NPS 4EPYC 3 7K83EPYC 2 7R322 x Xeon Platinum 8375C NUMA off2 x Xeon Platinum 8375C2 x Xeon Platinum 82802 x Xeon Platinum 8272CL NUMA off2 x Xeon Platinum 8272CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL3691215SE +/- 0.023, N = 3SE +/- 0.011, N = 3SE +/- 0.043, N = 15SE +/- 0.032, N = 3SE +/- 0.052, N = 3SE +/- 0.052, N = 3SE +/- 0.115, N = 3SE +/- 0.098, N = 3SE +/- 0.072, N = 5SE +/- 0.110, N = 15SE +/- 0.083, N = 3SE +/- 0.064, N = 3SE +/- 0.081, N = 3SE +/- 0.062, N = 3SE +/- 0.075, N = 4SE +/- 0.002, N = 36.3894.5024.0986.0305.6535.1128.3179.7215.7145.2044.8377.0336.4556.3995.9965.9551. (CXX) g++ options: -fPIE -fPIC -pie

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: BlowfishXeon W-3275MXeon Platinum 8480+Xeon Platinum 8375CXeon Platinum 8280Xeon Platinum 8272CLXeon Platinum 8259CLHSGP1ComparisonEPYC 3 7K83 NPS 4EPYC 3 7K83EPYC 2 7R322 x Xeon Platinum 8375C NUMA off2 x Xeon Platinum 8375C2 x Xeon Platinum 82802 x Xeon Platinum 8272CL NUMA off2 x Xeon Platinum 8272CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL20K40K60K80K100KSE +/- 149.28, N = 3SE +/- 186.70, N = 3SE +/- 56.93, N = 3SE +/- 99.39, N = 3SE +/- 233.27, N = 3SE +/- 8.37, N = 3SE +/- 1119.09, N = 15SE +/- 343.83, N = 3SE +/- 803.67, N = 3SE +/- 203.51, N = 3SE +/- 33.58, N = 3SE +/- 1536.33, N = 3SE +/- 700.53, N = 3SE +/- 275.51, N = 3SE +/- 355.34, N = 3SE +/- 24.01, N = 3SE +/- 107.83, N = 34032693409563264286439604355994805591512913176647511184710997884084784207830170955708881. (CC) gcc options: -m64 -lssl -lcrypto -fopenmp -lgmp -pthread -lm -lz -ldl -lcrypt -lbz2

NAS Parallel Benchmarks

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

OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: LU.CXeon W-3275MXeon Platinum 8480+Xeon Platinum 8375CXeon Platinum 8280Xeon Platinum 8259CLHSGP1ComparisonEPYC 3 7K83 NPS 4EPYC 3 7K83EPYC 2 7R322 x Xeon Platinum 8375C NUMA off2 x Xeon Platinum 8375C2 x Xeon Platinum 82802 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL40K80K120K160K200KSE +/- 35.10, N = 3SE +/- 1233.36, N = 3SE +/- 630.50, N = 3SE +/- 82.95, N = 3SE +/- 7.82, N = 3SE +/- 940.30, N = 15SE +/- 835.03, N = 3SE +/- 701.42, N = 3SE +/- 139.53, N = 3SE +/- 1042.35, N = 3SE +/- 2597.03, N = 15SE +/- 188.25, N = 3SE +/- 32.58, N = 3SE +/- 55.32, N = 369606.84114346.4097414.0774255.6765522.4679958.17145592.33139505.0299821.89152798.56177387.18140090.3294642.99120961.911. (F9X) gfortran options: -O3 -march=native -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi2. Xeon W-3275M: Open MPI 3.1.33. Xeon Platinum 8480+: Open MPI 3.1.34. Xeon Platinum 8375C: Open MPI 3.1.35. Xeon Platinum 8280: Open MPI 4.0.3rc46. Xeon Platinum 8259CL: Open MPI 3.1.37. HSGP1Comparison: Open MPI 4.0.38. EPYC 3 7K83 NPS 4: Open MPI 3.1.39. EPYC 3 7K83: Open MPI 3.1.310. EPYC 2 7R32: Open MPI 3.1.311. 2 x Xeon Platinum 8375C NUMA off: Open MPI 3.1.312. 2 x Xeon Platinum 8375C: Open MPI 3.1.313. 2 x Xeon Platinum 8280: Open MPI 4.0.3rc414. 2 x Xeon Platinum 8259CL NUMA off: Open MPI 3.1.315. 2 x Xeon Platinum 8259CL: Open MPI 3.1.3

Embree

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

OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 3.6.1Binary: Pathtracer - Model: Asian Dragon ObjXeon W-3275MXeon Platinum 8480+Xeon Platinum 8375CXeon Platinum 8280Xeon Platinum 8272CLXeon Platinum 8259CLHSGP1ComparisonEPYC 3 7K83 NPS 4EPYC 3 7K83EPYC 2 7R322 x Xeon Platinum 8375C NUMA off2 x Xeon Platinum 8375C2 x Xeon Platinum 82802 x Xeon Platinum 8272CL NUMA off2 x Xeon Platinum 8272CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL1632486480SE +/- 0.01, N = 3SE +/- 0.05, N = 3SE +/- 0.03, N = 3SE +/- 0.06, N = 3SE +/- 0.02, N = 3SE +/- 0.02, N = 3SE +/- 0.08, N = 3SE +/- 0.10, N = 3SE +/- 0.09, N = 3SE +/- 0.03, N = 3SE +/- 0.19, N = 3SE +/- 0.04, N = 3SE +/- 0.11, N = 3SE +/- 0.06, N = 3SE +/- 0.30, N = 3SE +/- 0.05, N = 3SE +/- 0.04, N = 327.2051.5940.1829.2127.6723.7216.1256.3062.5147.5870.0570.3951.7949.1149.2842.4942.76MIN: 26.82 / MAX: 27.54MIN: 49.79 / MAX: 53.4MIN: 39.6 / MAX: 41.68MIN: 28.89 / MAX: 29.61MIN: 27.31 / MAX: 27.95MIN: 23.57 / MAX: 23.92MIN: 15.38 / MAX: 17.15MIN: 55.42 / MAX: 57.68MIN: 61.67 / MAX: 65.18MIN: 46.92 / MAX: 48.74MIN: 66.65 / MAX: 74.31MIN: 67.53 / MAX: 74.84MIN: 50.62 / MAX: 53.17MIN: 48.15 / MAX: 50.25MIN: 47.13 / MAX: 50.81MIN: 41.76 / MAX: 43.28MIN: 42.06 / MAX: 43.59

OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 3.6.1Binary: Pathtracer ISPC - Model: Asian Dragon ObjXeon W-3275MXeon Platinum 8480+Xeon Platinum 8375CXeon Platinum 8280Xeon Platinum 8272CLXeon Platinum 8259CLHSGP1ComparisonEPYC 3 7K83 NPS 4EPYC 3 7K83EPYC 2 7R322 x Xeon Platinum 8375C NUMA off2 x Xeon Platinum 8375C2 x Xeon Platinum 82802 x Xeon Platinum 8272CL NUMA off2 x Xeon Platinum 8272CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL20406080100SE +/- 0.02, N = 3SE +/- 0.04, N = 3SE +/- 0.05, N = 3SE +/- 0.02, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.10, N = 3SE +/- 0.15, N = 3SE +/- 0.05, N = 3SE +/- 0.03, N = 3SE +/- 0.07, N = 3SE +/- 0.03, N = 3SE +/- 0.05, N = 3SE +/- 0.04, N = 3SE +/- 0.03, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 330.3562.0546.1433.0531.5728.2915.5557.9560.9545.4382.3281.9058.6956.4656.5150.8650.98MIN: 29.95 / MAX: 30.77MIN: 59.57 / MAX: 64.55MIN: 45.35 / MAX: 47.2MIN: 32.72 / MAX: 33.4MIN: 31.3 / MAX: 31.91MIN: 28.06 / MAX: 28.6MIN: 14.55 / MAX: 16.95MIN: 57.05 / MAX: 59.12MIN: 60.22 / MAX: 64.51MIN: 44.82 / MAX: 46.53MIN: 79.32 / MAX: 84.86MIN: 79.15 / MAX: 84.55MIN: 56.97 / MAX: 60.91MIN: 55.08 / MAX: 57.97MIN: 55.22 / MAX: 58.38MIN: 49.88 / MAX: 52.05MIN: 49.91 / MAX: 52.27

Intel MPI Benchmarks

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

OpenBenchmarking.orgAverage Msg/sec, More Is BetterIntel MPI Benchmarks 2019.3Test: IMB-P2P PingPongXeon W-3275MXeon Platinum 8480+Xeon Platinum 8375CXeon Platinum 8280Xeon Platinum 8272CLXeon Platinum 8259CLHSGP1ComparisonEPYC 3 7K83 NPS 4EPYC 3 7K83EPYC 2 7R322 x Xeon Platinum 8375C NUMA off2 x Xeon Platinum 8375C2 x Xeon Platinum 82802 x Xeon Platinum 8272CL NUMA off2 x Xeon Platinum 8272CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL11M22M33M44M55MSE +/- 59477.15, N = 3SE +/- 70410.43, N = 3SE +/- 216886.06, N = 3SE +/- 33688.94, N = 3SE +/- 60171.59, N = 3SE +/- 30074.61, N = 3SE +/- 69387.87, N = 3SE +/- 21456.28, N = 3SE +/- 53454.94, N = 3SE +/- 40509.97, N = 3SE +/- 568664.40, N = 3SE +/- 285425.17, N = 3SE +/- 66348.18, N = 3SE +/- 199886.33, N = 3SE +/- 90521.14, N = 3SE +/- 105849.64, N = 3SE +/- 80057.86, N = 320246604.6227196959.4324658155.9616653864.7719096342.6516759832.267233842.0032007122.9928045881.9320348261.0349151696.0650148418.0031821690.5536872935.1436807805.9332444647.4331988149.25MIN: 5167 / MAX: 52108336MIN: 10672 / MAX: 68333347MIN: 6906 / MAX: 64523629MIN: 5455 / MAX: 45833330MIN: 4992 / MAX: 49169237MIN: 4962 / MAX: 43240261MIN: 11177 / MAX: 74445199MIN: 9666 / MAX: 65901240MIN: 6272 / MAX: 47546902MIN: 9132 / MAX: 132488506MIN: 12462 / MAX: 134417572MIN: 9950 / MAX: 90956260MIN: 5799 / MAX: 95284327MIN: 9236 / MAX: 94667517MIN: 5770 / MAX: 85492119MIN: 9163 / MAX: 845954691. (CXX) g++ options: -O0 -pedantic -fopenmp -pthread -lmpi_cxx -lmpi

Zstd Compression

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

OpenBenchmarking.orgSeconds, Fewer Is BetterZstd Compression 1.3.4Compressing ubuntu-16.04.3-server-i386.img, Compression Level 19Xeon W-3275MXeon Platinum 8480+Xeon Platinum 8375CXeon Platinum 8280Xeon Platinum 8272CLXeon Platinum 8259CLHSGP1ComparisonEPYC 3 7K83 NPS 4EPYC 3 7K83EPYC 2 7R322 x Xeon Platinum 8375C NUMA off2 x Xeon Platinum 8375C2 x Xeon Platinum 82802 x Xeon Platinum 8272CL NUMA off2 x Xeon Platinum 8272CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL3691215SE +/- 0.023, N = 3SE +/- 0.065, N = 15SE +/- 0.071, N = 13SE +/- 0.016, N = 3SE +/- 0.062, N = 14SE +/- 0.128, N = 3SE +/- 0.111, N = 3SE +/- 0.086, N = 15SE +/- 0.069, N = 13SE +/- 0.062, N = 15SE +/- 0.058, N = 15SE +/- 0.111, N = 12SE +/- 0.148, N = 3SE +/- 0.111, N = 7SE +/- 0.093, N = 15SE +/- 0.128, N = 5SE +/- 0.094, N = 158.3806.1507.2838.2038.3079.67212.52810.4637.8879.2308.4228.1799.13710.0889.65310.2949.949-llzma1. (CC) gcc options: -O3 -pthread -lz

lzbench

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

OpenBenchmarking.orgMB/s, More Is Betterlzbench 1.8Test: Crush 0 - Process: DecompressionXeon W-3275MXeon Platinum 8480+Xeon Platinum 8375CXeon Platinum 8280Xeon Platinum 8272CLXeon Platinum 8259CLHSGP1ComparisonEPYC 3 7K83 NPS 4EPYC 3 7K83EPYC 2 7R322 x Xeon Platinum 8375C NUMA off2 x Xeon Platinum 8375C2 x Xeon Platinum 82802 x Xeon Platinum 8272CL NUMA off2 x Xeon Platinum 8272CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL110220330440550SE +/- 0.33, N = 3SE +/- 0.33, N = 3SE +/- 0.58, N = 3SE +/- 4.33, N = 3SE +/- 0.67, N = 3SE +/- 0.33, N = 3SE +/- 0.67, N = 3SE +/- 0.33, N = 35094604224404274045104714813804164134284124153963941. (CXX) g++ options: -pthread -fomit-frame-pointer -fstrict-aliasing -ffast-math -O3

OpenBenchmarking.orgMB/s, More Is Betterlzbench 1.8Test: Crush 0 - Process: CompressionXeon W-3275MXeon Platinum 8480+Xeon Platinum 8375CXeon Platinum 8280Xeon Platinum 8272CLXeon Platinum 8259CLHSGP1ComparisonEPYC 3 7K83 NPS 4EPYC 3 7K83EPYC 2 7R322 x Xeon Platinum 8375C NUMA off2 x Xeon Platinum 8375C2 x Xeon Platinum 82802 x Xeon Platinum 8272CL NUMA off2 x Xeon Platinum 8272CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL306090120150SE +/- 1.00, N = 3SE +/- 0.33, N = 3SE +/- 0.33, N = 3SE +/- 0.88, N = 3SE +/- 0.58, N = 3SE +/- 1.00, N = 3SE +/- 0.33, N = 3SE +/- 0.33, N = 3SE +/- 0.33, N = 310912011110197911271211228110910696939386881. (CXX) g++ options: -pthread -fomit-frame-pointer -fstrict-aliasing -ffast-math -O3

MKL-DNN DNNL

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

OpenBenchmarking.orgms, Fewer Is BetterMKL-DNN DNNL 1.1Harness: IP Batch 1D - Data Type: f32Xeon W-3275MXeon Platinum 8480+Xeon Platinum 8375CXeon Platinum 8280Xeon Platinum 8272CLXeon Platinum 8259CLEPYC 3 7K83 NPS 4EPYC 3 7K83EPYC 2 7R322 x Xeon Platinum 8375C NUMA off2 x Xeon Platinum 8375C2 x Xeon Platinum 82802 x Xeon Platinum 8272CL NUMA off2 x Xeon Platinum 8272CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL0.64511.29021.93532.58043.2255SE +/- 0.005753, N = 3SE +/- 0.002860, N = 3SE +/- 0.004282, N = 3SE +/- 0.010722, N = 3SE +/- 0.005715, N = 3SE +/- 0.008928, N = 3SE +/- 0.020247, N = 3SE +/- 0.005183, N = 3SE +/- 0.006731, N = 3SE +/- 0.007993, N = 3SE +/- 0.003943, N = 3SE +/- 0.014367, N = 15SE +/- 0.009266, N = 3SE +/- 0.014870, N = 15SE +/- 0.019533, N = 3SE +/- 0.014831, N = 152.8671500.7703061.0855302.3945102.3860602.6997701.2590701.2447701.6756000.7652790.7317531.6398601.6310601.6064101.5372901.576870MIN: 2.53MIN: 0.71MIN: 1.01MIN: 2.28MIN: 2.32MIN: 2.46MIN: 1.15MIN: 1.17MIN: 1.59MIN: 0.69MIN: 0.67MIN: 1.39MIN: 1.44MIN: 1.36MIN: 1.39MIN: 1.291. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl

Tungsten Renderer

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

OpenBenchmarking.orgSeconds, Fewer Is BetterTungsten Renderer 0.2.2Scene: Water CausticXeon W-3275MXeon Platinum 8480+Xeon Platinum 8375CXeon Platinum 8280Xeon Platinum 8272CLXeon Platinum 8259CLEPYC 2 7R322 x Xeon Platinum 8375C NUMA off2 x Xeon Platinum 8375C2 x Xeon Platinum 82802 x Xeon Platinum 8272CL NUMA off2 x Xeon Platinum 8272CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL714212835SE +/- 0.10, N = 3SE +/- 0.17, N = 3SE +/- 0.24, N = 3SE +/- 0.08, N = 3SE +/- 0.07, N = 3SE +/- 0.06, N = 3SE +/- 0.02, N = 3SE +/- 0.14, N = 3SE +/- 0.27, N = 3SE +/- 0.06, N = 3SE +/- 0.04, N = 3SE +/- 0.15, N = 3SE +/- 0.17, N = 3SE +/- 0.09, N = 321.5528.2123.4222.0224.2125.3622.3223.6423.4921.5923.8223.9124.7824.54-msse4.1 -msse4.2 -mfma -mbmi2 -mavx512f -mavx512vl -mavx512cd -mavx512dq -mavx512bw -mno-sse4a -ljpeg-march=core2 -mno-sse4.1 -mno-sse4.2 -mno-sse4a -mno-fma -mno-bmi2 -mno-avx512f -mno-avx512vl -mno-avx512cd -mno-avx512dq -mno-avx512bw-march=core2 -mno-sse4.1 -mno-sse4.2 -mno-sse4a -mno-fma -mno-bmi2 -mno-avx512f -mno-avx512vl -mno-avx512cd -mno-avx512dq -mno-avx512bw-msse4.1 -msse4.2 -mfma -mbmi2 -mavx512f -mavx512vl -mavx512cd -mavx512dq -mavx512bw -mno-sse4a-msse4.1 -msse4.2 -mfma -mbmi2 -mavx512f -mavx512vl -mavx512cd -mavx512dq -mavx512bw -mno-sse4a-msse4.1 -msse4.2 -mfma -mbmi2 -mavx512f -mavx512vl -mavx512cd -mavx512dq -mavx512bw -mno-sse4a-march=znver1 -msse4.1 -msse4.2 -msse4a -mfma -mbmi2 -mno-avx512f -mno-avx512vl -mno-avx512cd -mno-avx512dq -mno-avx512bw-march=core2 -mno-sse4.1 -mno-sse4.2 -mno-sse4a -mno-fma -mno-bmi2 -mno-avx512f -mno-avx512vl -mno-avx512cd -mno-avx512dq -mno-avx512bw-march=core2 -mno-sse4.1 -mno-sse4.2 -mno-sse4a -mno-fma -mno-bmi2 -mno-avx512f -mno-avx512vl -mno-avx512cd -mno-avx512dq -mno-avx512bw-msse4.1 -msse4.2 -mfma -mbmi2 -mavx512f -mavx512vl -mavx512cd -mavx512dq -mavx512bw -mno-sse4a-msse4.1 -msse4.2 -mfma -mbmi2 -mavx512f -mavx512vl -mavx512cd -mavx512dq -mavx512bw -mno-sse4a-msse4.1 -msse4.2 -mfma -mbmi2 -mavx512f -mavx512vl -mavx512cd -mavx512dq -mavx512bw -mno-sse4a-msse4.1 -msse4.2 -mfma -mbmi2 -mavx512f -mavx512vl -mavx512cd -mavx512dq -mavx512bw -mno-sse4a-msse4.1 -msse4.2 -mfma -mbmi2 -mavx512f -mavx512vl -mavx512cd -mavx512dq -mavx512bw -mno-sse4a1. (CXX) g++ options: -std=c++0x -msse2 -msse3 -mssse3 -mno-avx -mno-avx2 -mno-xop -mno-fma4 -mno-avx512pf -mno-avx512er -mno-avx512ifma -mno-avx512vbmi -fstrict-aliasing -O3 -rdynamic -lpthread -ldl

Scene: Water Caustic

HSGP1Comparison: The test quit with a non-zero exit status. The test quit with a non-zero exit status. The test quit with a non-zero exit status. E: ./tungsten: line 3: ./tungsten: No such file or directory

ArrayFire

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

OpenBenchmarking.orgGFLOPS, More Is BetterArrayFire 3.7Test: BLAS CPUXeon W-3275MXeon Platinum 8480+Xeon Platinum 8375CXeon Platinum 8280Xeon Platinum 8272CLXeon Platinum 8259CLHSGP1ComparisonEPYC 3 7K83 NPS 4EPYC 3 7K83EPYC 2 7R322 x Xeon Platinum 8375C NUMA off2 x Xeon Platinum 8375C2 x Xeon Platinum 82802 x Xeon Platinum 8272CL NUMA off2 x Xeon Platinum 8272CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL14002800420056007000SE +/- 30.40, N = 3SE +/- 14.26, N = 3SE +/- 18.17, N = 3SE +/- 25.11, N = 3SE +/- 8.38, N = 3SE +/- 1.09, N = 3SE +/- 38.53, N = 12SE +/- 79.46, N = 15SE +/- 8.16, N = 3SE +/- 6.50, N = 3SE +/- 28.94, N = 3SE +/- 7.08, N = 3SE +/- 20.06, N = 3SE +/- 23.67, N = 3SE +/- 240.61, N = 12SE +/- 14.66, N = 3SE +/- 122.72, N = 123128.395996.404875.473432.163281.582950.16913.971017.881357.00990.804631.384520.183430.286330.933972.325650.715319.581. (CXX) g++ options: -rdynamic

lzbench

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

OpenBenchmarking.orgMB/s, More Is Betterlzbench 1.8Test: Zstd 8 - Process: DecompressionXeon W-3275MXeon Platinum 8480+Xeon Platinum 8375CXeon Platinum 8280Xeon Platinum 8272CLXeon Platinum 8259CLHSGP1ComparisonEPYC 3 7K83 NPS 4EPYC 3 7K83EPYC 2 7R322 x Xeon Platinum 8375C NUMA off2 x Xeon Platinum 8375C2 x Xeon Platinum 82802 x Xeon Platinum 8272CL NUMA off2 x Xeon Platinum 8272CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL30060090012001500SE +/- 1.45, N = 3SE +/- 0.58, N = 3SE +/- 0.58, N = 3SE +/- 0.88, N = 3SE +/- 0.67, N = 3SE +/- 2.73, N = 3SE +/- 1.00, N = 3SE +/- 1.53, N = 3SE +/- 1.00, N = 3SE +/- 11.50, N = 3SE +/- 1.53, N = 312981529141212241145108916161527154812661291132011241022105896610111. (CXX) g++ options: -pthread -fomit-frame-pointer -fstrict-aliasing -ffast-math -O3

OpenBenchmarking.orgMB/s, More Is Betterlzbench 1.8Test: Zstd 8 - Process: CompressionXeon W-3275MXeon Platinum 8480+Xeon Platinum 8375CXeon Platinum 8280Xeon Platinum 8272CLXeon Platinum 8259CLHSGP1ComparisonEPYC 3 7K83 NPS 4EPYC 3 7K83EPYC 2 7R322 x Xeon Platinum 8375C NUMA off2 x Xeon Platinum 8375C2 x Xeon Platinum 82802 x Xeon Platinum 8272CL NUMA off2 x Xeon Platinum 8272CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL20406080100SE +/- 0.33, N = 3SE +/- 0.67, N = 3841008977757197919183888675747371691. (CXX) g++ options: -pthread -fomit-frame-pointer -fstrict-aliasing -ffast-math -O3

PyBench

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

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyBench 2018-02-16Total For Average Test TimesXeon W-3275MXeon Platinum 8480+Xeon Platinum 8375CXeon Platinum 8280Xeon Platinum 8272CLXeon Platinum 8259CLHSGP1ComparisonEPYC 3 7K83 NPS 4EPYC 3 7K83EPYC 2 7R322 x Xeon Platinum 8375C NUMA off2 x Xeon Platinum 8375C2 x Xeon Platinum 82802 x Xeon Platinum 8272CL NUMA off2 x Xeon Platinum 8272CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL30060090012001500SE +/- 1.45, N = 3SE +/- 3.38, N = 3SE +/- 3.21, N = 3SE +/- 1.15, N = 3SE +/- 2.33, N = 3SE +/- 0.67, N = 3SE +/- 5.69, N = 3SE +/- 2.08, N = 3SE +/- 1.33, N = 3SE +/- 3.18, N = 3SE +/- 1.45, N = 3SE +/- 1.86, N = 3SE +/- 1.00, N = 3SE +/- 0.58, N = 3SE +/- 0.58, N = 3SE +/- 1.33, N = 3SE +/- 1.00, N = 395169397810761184125091110161016122697998010731182118212531252

Renaissance

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

OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.10.0Test: Scala DottyXeon W-3275MXeon Platinum 8480+Xeon Platinum 8375CXeon Platinum 8280Xeon Platinum 8272CLXeon Platinum 8259CLHSGP1ComparisonEPYC 3 7K83 NPS 4EPYC 3 7K83EPYC 2 7R322 x Xeon Platinum 8375C NUMA off2 x Xeon Platinum 8375C2 x Xeon Platinum 82802 x Xeon Platinum 8272CL NUMA off2 x Xeon Platinum 8272CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL2K4K6K8K10KSE +/- 31.93, N = 5SE +/- 138.00, N = 5SE +/- 89.20, N = 5SE +/- 19.31, N = 5SE +/- 26.00, N = 5SE +/- 35.89, N = 5SE +/- 61.34, N = 5SE +/- 62.08, N = 8SE +/- 18.88, N = 5SE +/- 29.54, N = 5SE +/- 117.56, N = 25SE +/- 114.80, N = 25SE +/- 56.89, N = 13SE +/- 75.43, N = 8SE +/- 29.10, N = 5SE +/- 54.97, N = 5SE +/- 20.56, N = 56970.9011351.888999.776664.256900.197200.755915.106229.036110.406577.349170.229329.436890.617347.086956.907566.347256.92

lzbench

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

OpenBenchmarking.orgMB/s, More Is Betterlzbench 1.8Test: Brotli 2 - Process: DecompressionXeon W-3275MXeon Platinum 8480+Xeon Platinum 8375CXeon Platinum 8280Xeon Platinum 8272CLXeon Platinum 8259CLHSGP1ComparisonEPYC 3 7K83 NPS 4EPYC 3 7K83EPYC 2 7R322 x Xeon Platinum 8375C NUMA off2 x Xeon Platinum 8375C2 x Xeon Platinum 82802 x Xeon Platinum 8272CL NUMA off2 x Xeon Platinum 8272CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL160320480640800SE +/- 1.45, N = 3SE +/- 1.15, N = 3SE +/- 3.18, N = 3SE +/- 0.67, N = 3SE +/- 0.58, N = 3SE +/- 5.36, N = 3SE +/- 8.02, N = 3SE +/- 0.88, N = 3SE +/- 5.55, N = 3SE +/- 1.00, N = 3SE +/- 1.33, N = 3SE +/- 0.33, N = 3SE +/- 0.33, N = 37217116246736195877476766975646176006235715805435511. (CXX) g++ options: -pthread -fomit-frame-pointer -fstrict-aliasing -ffast-math -O3

OpenBenchmarking.orgMB/s, More Is Betterlzbench 1.8Test: Brotli 2 - Process: CompressionXeon W-3275MXeon Platinum 8480+Xeon Platinum 8375CXeon Platinum 8280Xeon Platinum 8272CLXeon Platinum 8259CLHSGP1ComparisonEPYC 3 7K83 NPS 4EPYC 3 7K83EPYC 2 7R322 x Xeon Platinum 8375C NUMA off2 x Xeon Platinum 8375C2 x Xeon Platinum 82802 x Xeon Platinum 8272CL NUMA off2 x Xeon Platinum 8272CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL50100150200250SE +/- 0.33, N = 3SE +/- 1.20, N = 3SE +/- 0.33, N = 3SE +/- 1.86, N = 3SE +/- 0.67, N = 3SE +/- 0.67, N = 3SE +/- 1.33, N = 31962141841811681602031921971651831781761681661591571. (CXX) g++ options: -pthread -fomit-frame-pointer -fstrict-aliasing -ffast-math -O3

Basis Universal

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

OpenBenchmarking.orgSeconds, Fewer Is BetterBasis Universal 1.12Settings: UASTC Level 3Xeon W-3275MXeon Platinum 8480+Xeon Platinum 8375CXeon Platinum 8280Xeon Platinum 8272CLXeon Platinum 8259CLHSGP1ComparisonEPYC 3 7K83 NPS 4EPYC 3 7K83EPYC 2 7R322 x Xeon Platinum 8375C NUMA off2 x Xeon Platinum 8375C2 x Xeon Platinum 82802 x Xeon Platinum 8272CL NUMA off2 x Xeon Platinum 8272CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL816243240SE +/- 0.01, N = 3SE +/- 0.10, N = 3SE +/- 0.06, N = 3SE +/- 0.01, N = 3SE +/- 0.09, N = 3SE +/- 0.02, N = 3SE +/- 0.00, N = 3SE +/- 0.03, N = 3SE +/- 0.00, N = 3SE +/- 0.06, N = 3SE +/- 0.26, N = 3SE +/- 0.05, N = 3SE +/- 0.02, N = 3SE +/- 0.02, N = 3SE +/- 0.25, N = 6SE +/- 0.02, N = 3SE +/- 0.08, N = 330.6316.2726.6030.6932.2035.9820.1315.0014.8919.1917.3416.9219.8921.1221.4023.1523.091. (CXX) g++ options: -std=c++11 -fvisibility=hidden -fPIC -fno-strict-aliasing -O3 -rdynamic -lm -lpthread

lzbench

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

OpenBenchmarking.orgMB/s, More Is Betterlzbench 1.8Test: Zstd 1 - Process: DecompressionXeon W-3275MXeon Platinum 8480+Xeon Platinum 8375CXeon Platinum 8280Xeon Platinum 8272CLXeon Platinum 8259CLHSGP1ComparisonEPYC 3 7K83 NPS 4EPYC 3 7K83EPYC 2 7R322 x Xeon Platinum 8375C NUMA off2 x Xeon Platinum 8375C2 x Xeon Platinum 82802 x Xeon Platinum 8272CL NUMA off2 x Xeon Platinum 8272CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL30060090012001500SE +/- 2.65, N = 3SE +/- 4.04, N = 3SE +/- 0.58, N = 3SE +/- 5.24, N = 3SE +/- 0.33, N = 3SE +/- 0.67, N = 3SE +/- 1.53, N = 3SE +/- 2.00, N = 3SE +/- 6.01, N = 3SE +/- 5.03, N = 3SE +/- 0.67, N = 3SE +/- 0.67, N = 3129914001321121211221061147313771413114812711258116810781088103210271. (CXX) g++ options: -pthread -fomit-frame-pointer -fstrict-aliasing -ffast-math -O3

OpenBenchmarking.orgMB/s, More Is Betterlzbench 1.8Test: Zstd 1 - Process: CompressionXeon W-3275MXeon Platinum 8480+Xeon Platinum 8375CXeon Platinum 8280Xeon Platinum 8272CLXeon Platinum 8259CLHSGP1ComparisonEPYC 3 7K83 NPS 4EPYC 3 7K83EPYC 2 7R322 x Xeon Platinum 8375C NUMA off2 x Xeon Platinum 8375C2 x Xeon Platinum 82802 x Xeon Platinum 8272CL NUMA off2 x Xeon Platinum 8272CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL110220330440550SE +/- 1.00, N = 3SE +/- 3.21, N = 3SE +/- 0.58, N = 3SE +/- 2.19, N = 3SE +/- 0.33, N = 3SE +/- 0.88, N = 3SE +/- 0.33, N = 3SE +/- 0.33, N = 3SE +/- 1.00, N = 3SE +/- 2.33, N = 3SE +/- 2.33, N = 35085274644574304105084774854184614534494304234073991. (CXX) g++ options: -pthread -fomit-frame-pointer -fstrict-aliasing -ffast-math -O3

Mlpack Benchmark

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

OpenBenchmarking.orgSeconds, Fewer Is BetterMlpack BenchmarkBenchmark: scikit_svmXeon W-3275MXeon Platinum 8480+Xeon Platinum 8375CXeon Platinum 8280Xeon Platinum 8272CLXeon Platinum 8259CLHSGP1ComparisonEPYC 3 7K83 NPS 4EPYC 3 7K83EPYC 2 7R322 x Xeon Platinum 8375C NUMA off2 x Xeon Platinum 8375C2 x Xeon Platinum 82802 x Xeon Platinum 8272CL NUMA off2 x Xeon Platinum 8272CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL510152025SE +/- 0.19, N = 3SE +/- 0.02, N = 3SE +/- 0.02, N = 3SE +/- 0.07, N = 3SE +/- 0.04, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.05, N = 3SE +/- 0.01, N = 3SE +/- 0.09, N = 3SE +/- 0.07, N = 3SE +/- 0.04, N = 3SE +/- 0.09, N = 3SE +/- 0.05, N = 3SE +/- 0.11, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 315.787.9917.0517.1917.8318.6721.0413.5013.4215.1617.5417.0817.1919.0517.9419.6218.76

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: u8s8f32Xeon W-3275MXeon Platinum 8480+Xeon Platinum 8375CXeon Platinum 8280Xeon Platinum 8272CLXeon Platinum 8259CLEPYC 3 7K83 NPS 4EPYC 3 7K83EPYC 2 7R322 x Xeon Platinum 8375C NUMA off2 x Xeon Platinum 8375C2 x Xeon Platinum 82802 x Xeon Platinum 8272CL NUMA off2 x Xeon Platinum 8272CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL2004006008001000SE +/- 0.001267, N = 3SE +/- 0.002086, N = 3SE +/- 0.000218, N = 3SE +/- 0.000361, N = 3SE +/- 0.000242, N = 3SE +/- 0.000985, N = 3SE +/- 1.599733, N = 3SE +/- 15.845322, N = 3SE +/- 4.136428, N = 3SE +/- 0.001434, N = 3SE +/- 0.002925, N = 3SE +/- 0.006813, N = 3SE +/- 0.002279, N = 3SE +/- 0.001261, N = 3SE +/- 0.001016, N = 3SE +/- 0.000864, N = 30.4584220.2811590.3010070.3710360.3782290.4156141094.4600001109.5500001131.1300000.3063090.2994730.3944550.3364260.3517190.3614140.376222MIN: 1086.32MIN: 1085.99MIN: 1118.791. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl

OpenBenchmarking.orgms, Fewer Is BetterMKL-DNN DNNL 1.1Harness: Deconvolution Batch deconv_1d - Data Type: bf16bf16bf16Xeon W-3275MXeon Platinum 8480+Xeon Platinum 8375CXeon Platinum 8280Xeon Platinum 8272CLXeon Platinum 8259CL2 x Xeon Platinum 8375C NUMA off2 x Xeon Platinum 8375C2 x Xeon Platinum 82802 x Xeon Platinum 8272CL NUMA off2 x Xeon Platinum 8272CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL246810SE +/- 0.03740, N = 3SE +/- 0.00059, N = 3SE +/- 0.00112, N = 3SE +/- 0.00167, N = 3SE +/- 0.00188, N = 3SE +/- 0.02376, N = 3SE +/- 0.00390, N = 3SE +/- 0.00343, N = 3SE +/- 0.00661, N = 3SE +/- 0.00220, N = 3SE +/- 0.00409, N = 3SE +/- 0.00151, N = 3SE +/- 0.00489, N = 37.615952.157424.978886.553746.597787.982922.914953.077974.068473.950673.983934.465234.49039MIN: 6.95MIN: 2.1MIN: 4.92MIN: 6.5MIN: 6.49MIN: 7.92MIN: 2.81MIN: 2.81MIN: 3.93MIN: 3.81MIN: 3.85MIN: 4.38MIN: 4.41. (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: Deconvolution Batch deconv_1d - Data Type: f32Xeon W-3275MXeon Platinum 8480+Xeon Platinum 8375CXeon Platinum 8280Xeon Platinum 8272CLXeon Platinum 8259CLEPYC 3 7K83 NPS 4EPYC 3 7K83EPYC 2 7R322 x Xeon Platinum 8375C NUMA off2 x Xeon Platinum 8375C2 x Xeon Platinum 82802 x Xeon Platinum 8272CL NUMA off2 x Xeon Platinum 8272CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL0.50071.00141.50212.00282.5035SE +/- 0.012727, N = 3SE +/- 0.002767, N = 3SE +/- 0.000614, N = 3SE +/- 0.001574, N = 3SE +/- 0.001211, N = 3SE +/- 0.000966, N = 3SE +/- 0.012431, N = 3SE +/- 0.013678, N = 3SE +/- 0.019719, N = 3SE +/- 0.004528, N = 3SE +/- 0.005279, N = 3SE +/- 0.003180, N = 3SE +/- 0.002914, N = 3SE +/- 0.001218, N = 3SE +/- 0.000656, N = 3SE +/- 0.006932, N = 31.7451500.9986291.2400101.4623201.4708401.6392801.8009701.8335602.2254001.0311501.0189001.2402901.3039501.3441101.2258901.257950MIN: 1.55MIN: 0.94MIN: 1.2MIN: 1.44MIN: 1.43MIN: 1.61MIN: 1.67MIN: 1.72MIN: 2.11MIN: 0.98MIN: 0.96MIN: 1.17MIN: 1.2MIN: 1.23MIN: 1.18MIN: 1.21. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl

OpenBenchmarking.orgms, Fewer Is BetterMKL-DNN DNNL 1.1Harness: Convolution Batch conv_alexnet - Data Type: bf16bf16bf16Xeon W-3275MXeon Platinum 8480+Xeon Platinum 8375CXeon Platinum 8280Xeon Platinum 8272CLXeon Platinum 8259CL2 x Xeon Platinum 8375C NUMA off2 x Xeon Platinum 8375C2 x Xeon Platinum 82802 x Xeon Platinum 8272CL NUMA off2 x Xeon Platinum 8272CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL2004006008001000SE +/- 1.04, N = 3SE +/- 1.87, N = 4SE +/- 5.46, N = 3SE +/- 0.07, N = 3SE +/- 0.16, N = 3SE +/- 0.41, N = 3SE +/- 2.42, N = 3SE +/- 2.55, N = 3SE +/- 0.06, N = 3SE +/- 0.18, N = 3SE +/- 5.80, N = 3SE +/- 0.11, N = 3SE +/- 0.23, N = 3702.07129.03500.12637.37662.76796.75251.83252.41320.06332.32337.88399.31399.30MIN: 687.86MIN: 493.61MIN: 636.97MIN: 661.35MIN: 795.52MIN: 247.18MIN: 247.48MIN: 319.23MIN: 331.59MIN: 331.31MIN: 398.47MIN: 398.051. (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: SciVisXeon W-3275MXeon Platinum 8375CXeon Platinum 8280Xeon Platinum 8272CLXeon Platinum 8259CLEPYC 2 7R322 x Xeon Platinum 8375C NUMA off2 x Xeon Platinum 8375C2 x Xeon Platinum 82802 x Xeon Platinum 8272CL NUMA off2 x Xeon Platinum 8272CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL306090120150SE +/- 0.00, N = 3SE +/- 0.00, N = 12SE +/- 0.00, N = 12SE +/- 0.00, N = 12SE +/- 0.00, N = 12SE +/- 2.25, N = 15SE +/- 1.62, N = 15SE +/- 0.00, N = 13SE +/- 0.00, N = 13SE +/- 0.00, N = 13SE +/- 0.00, N = 12SE +/- 0.00, N = 1245.4571.4350.0047.6243.4876.92136.90140.4890.9190.9190.9176.9276.92MIN: 43.48 / MAX: 47.62MIN: 62.5 / MAX: 76.92MIN: 43.48MIN: 41.67 / MAX: 50MIN: 37.04MIN: 71.43 / MAX: 83.33MIN: 66.67 / MAX: 142.86MIN: 34.48 / MAX: 142.86MIN: 29.41MIN: 71.43MIN: 28.57MIN: 71.43 / MAX: 83.33MIN: 27.78 / MAX: 83.33

Demo: NASA Streamlines - Renderer: SciVis

HSGP1Comparison: The test quit with a non-zero exit status. The test quit with a non-zero exit status. The test quit with a non-zero exit status. E: what(): ospray::XML error: could not open file 'NASA-B-field-sun.osx'

SVT-AV1

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

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 0.8Encoder Mode: Enc Mode 8 - Input: 1080pXeon W-3275MXeon Platinum 8480+Xeon Platinum 8375CXeon Platinum 8280Xeon Platinum 8272CLXeon Platinum 8259CLEPYC 3 7K83 NPS 4EPYC 3 7K83EPYC 2 7R322 x Xeon Platinum 8375C NUMA off2 x Xeon Platinum 8375C2 x Xeon Platinum 82802 x Xeon Platinum 8272CL NUMA off2 x Xeon Platinum 8272CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL20406080100SE +/- 0.46, N = 3SE +/- 0.31, N = 3SE +/- 0.53, N = 5SE +/- 0.07, N = 3SE +/- 0.37, N = 3SE +/- 0.35, N = 3SE +/- 0.14, N = 3SE +/- 0.31, N = 3SE +/- 0.77, N = 3SE +/- 1.09, N = 3SE +/- 0.58, N = 15SE +/- 0.67, N = 3SE +/- 0.43, N = 3SE +/- 0.35, N = 3SE +/- 0.29, N = 3SE +/- 0.13, N = 353.8240.6541.8451.9251.5946.8787.7395.6554.4767.0865.3056.9853.9654.1452.3153.041. (CXX) g++ options: -fPIE -fPIC -pie

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: u8s8f32Xeon W-3275MXeon Platinum 8480+Xeon Platinum 8375CXeon Platinum 8280Xeon Platinum 8272CLXeon Platinum 8259CLEPYC 3 7K83 NPS 4EPYC 3 7K83EPYC 2 7R322 x Xeon Platinum 8375C NUMA off2 x Xeon Platinum 8375C2 x Xeon Platinum 82802 x Xeon Platinum 8272CL NUMA off2 x Xeon Platinum 8272CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL30060090012001500SE +/- 0.04, N = 3SE +/- 0.08, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.06, N = 3SE +/- 0.04, N = 3SE +/- 0.88, N = 3SE +/- 0.50, N = 3SE +/- 2.69, N = 3SE +/- 0.01, N = 3SE +/- 0.12, N = 3SE +/- 0.03, N = 3SE +/- 0.05, N = 3SE +/- 0.15, N = 3SE +/- 0.01, N = 3SE +/- 0.24, N = 331.9911.6817.7226.8427.9830.88680.93680.921301.3610.9712.3319.8118.3920.0919.3722.38MIN: 668.25MIN: 673.53MIN: 1286.291. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl

Embree

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

OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 3.6.1Binary: Pathtracer - Model: CrownXeon W-3275MXeon Platinum 8480+Xeon Platinum 8375CXeon Platinum 8280Xeon Platinum 8272CLXeon Platinum 8259CLHSGP1ComparisonEPYC 3 7K83 NPS 4EPYC 3 7K83EPYC 2 7R322 x Xeon Platinum 8375C NUMA off2 x Xeon Platinum 8375C2 x Xeon Platinum 82802 x Xeon Platinum 8272CL NUMA off2 x Xeon Platinum 8272CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL1530456075SE +/- 0.03, N = 3SE +/- 0.16, N = 3SE +/- 0.31, N = 3SE +/- 0.04, N = 3SE +/- 0.05, N = 3SE +/- 0.03, N = 3SE +/- 0.18, N = 3SE +/- 0.07, N = 3SE +/- 0.20, N = 3SE +/- 0.08, N = 3SE +/- 0.09, N = 3SE +/- 0.15, N = 3SE +/- 0.09, N = 3SE +/- 0.18, N = 3SE +/- 0.31, N = 3SE +/- 0.15, N = 3SE +/- 0.17, N = 324.5545.4737.6326.2825.1221.3831.7162.1262.5047.6569.1469.2645.6143.9943.8238.1038.12MIN: 24.09 / MAX: 24.98MIN: 42.39 / MAX: 48.28MIN: 36.48 / MAX: 39.76MIN: 25.64 / MAX: 26.64MIN: 24.68 / MAX: 25.5MIN: 21.05 / MAX: 21.63MIN: 30.44 / MAX: 33.84MIN: 61.12 / MAX: 63.71MIN: 61.3 / MAX: 64.16MIN: 46.77 / MAX: 49.17MIN: 66.94 / MAX: 73.49MIN: 67.05 / MAX: 73.59MIN: 44.2 / MAX: 47.35MIN: 42.79 / MAX: 45.69MIN: 41.48 / MAX: 45.92MIN: 37.24 / MAX: 39.22MIN: 37.03 / MAX: 39.42

dav1d

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

OpenBenchmarking.orgFPS, More Is Betterdav1d 0.6.0Video Input: Summer Nature 4KXeon W-3275MXeon Platinum 8480+Xeon Platinum 8375CXeon Platinum 8280Xeon Platinum 8272CLXeon Platinum 8259CLEPYC 3 7K83 NPS 4EPYC 3 7K83EPYC 2 7R322 x Xeon Platinum 8375C NUMA off2 x Xeon Platinum 8375C2 x Xeon Platinum 82802 x Xeon Platinum 8272CL NUMA off2 x Xeon Platinum 8272CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL90180270360450SE +/- 1.20, N = 3SE +/- 2.65, N = 5SE +/- 1.86, N = 3SE +/- 1.15, N = 3SE +/- 0.71, N = 3SE +/- 1.31, N = 3SE +/- 1.71, N = 3SE +/- 1.61, N = 3SE +/- 0.98, N = 3SE +/- 2.46, N = 8SE +/- 1.25, N = 3SE +/- 3.68, N = 3SE +/- 2.74, N = 3SE +/- 2.41, N = 3SE +/- 1.78, N = 3SE +/- 1.73, N = 3256.60211.21247.86199.08208.50205.63415.13414.62321.17246.96251.63221.31211.05216.00212.99215.64MIN: 164.1 / MAX: 284.35MIN: 53.65 / MAX: 250.48MIN: 139.62 / MAX: 276.02MIN: 121.12 / MAX: 214.69MIN: 127.92 / MAX: 223.11MIN: 134.32 / MAX: 229.88MIN: 153.75 / MAX: 455.24MIN: 147.27 / MAX: 455.81MIN: 150.11 / MAX: 347.95MIN: 58.67 / MAX: 300.85MIN: 70.21 / MAX: 290.5MIN: 81.4 / MAX: 247.6MIN: 77.75 / MAX: 238.31MIN: 87.7 / MAX: 239.38MIN: 89.5 / MAX: 233.99MIN: 93.88 / MAX: 236.991. (CC) gcc options: -pthread

Embree

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

OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 3.6.1Binary: Pathtracer ISPC - Model: CrownXeon W-3275MXeon Platinum 8480+Xeon Platinum 8375CXeon Platinum 8280Xeon Platinum 8272CLXeon Platinum 8259CLHSGP1ComparisonEPYC 3 7K83 NPS 4EPYC 3 7K83EPYC 2 7R322 x Xeon Platinum 8375C NUMA off2 x Xeon Platinum 8375C2 x Xeon Platinum 82802 x Xeon Platinum 8272CL NUMA off2 x Xeon Platinum 8272CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL20406080100SE +/- 0.04, N = 3SE +/- 0.10, N = 3SE +/- 0.02, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.15, N = 3SE +/- 0.10, N = 3SE +/- 0.03, N = 3SE +/- 0.08, N = 3SE +/- 0.06, N = 3SE +/- 0.06, N = 3SE +/- 0.05, N = 3SE +/- 0.63, N = 5SE +/- 0.46, N = 3SE +/- 0.05, N = 3SE +/- 0.38, N = 326.4053.2142.6028.7727.7824.7331.3261.2361.4545.1978.5578.6353.2350.9551.2046.4246.18MIN: 25.71 / MAX: 26.95MIN: 50.57 / MAX: 56.71MIN: 41.98 / MAX: 43.65MIN: 28.26 / MAX: 29.24MIN: 27.34 / MAX: 28.17MIN: 24.4 / MAX: 25.05MIN: 30.17 / MAX: 33.4MIN: 60.1 / MAX: 62.99MIN: 60.4 / MAX: 62.98MIN: 44.15 / MAX: 46.52MIN: 75.52 / MAX: 82.95MIN: 75.59 / MAX: 83.02MIN: 51.36 / MAX: 55.83MIN: 45.23 / MAX: 53.81MIN: 47.31 / MAX: 53.67MIN: 45.24 / MAX: 47.89MIN: 42.99 / MAX: 47.93

OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 3.6.1Binary: Pathtracer - Model: Asian DragonXeon W-3275MXeon Platinum 8480+Xeon Platinum 8375CXeon Platinum 8280Xeon Platinum 8272CLXeon Platinum 8259CLHSGP1ComparisonEPYC 3 7K83 NPS 4EPYC 3 7K83EPYC 2 7R322 x Xeon Platinum 8375C NUMA off2 x Xeon Platinum 8375C2 x Xeon Platinum 82802 x Xeon Platinum 8272CL NUMA off2 x Xeon Platinum 8272CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL20406080100SE +/- 0.05, N = 3SE +/- 0.17, N = 3SE +/- 0.08, N = 3SE +/- 0.04, N = 3SE +/- 0.05, N = 3SE +/- 0.05, N = 3SE +/- 0.04, N = 3SE +/- 0.06, N = 3SE +/- 0.02, N = 3SE +/- 0.06, N = 3SE +/- 0.40, N = 3SE +/- 0.12, N = 3SE +/- 0.16, N = 3SE +/- 0.14, N = 3SE +/- 0.27, N = 3SE +/- 0.08, N = 3SE +/- 0.38, N = 330.1156.5744.3132.2530.5726.0619.5469.0070.6852.9578.5478.7757.4954.2054.2046.9146.79MIN: 29.8 / MAX: 30.54MIN: 53.23 / MAX: 58.38MIN: 43.55 / MAX: 45.94MIN: 32 / MAX: 32.54MIN: 30.32 / MAX: 30.89MIN: 25.85 / MAX: 26.28MIN: 18.86 / MAX: 21.23MIN: 68.12 / MAX: 70.8MIN: 69.94 / MAX: 72.29MIN: 52.3 / MAX: 53.84MIN: 73.71 / MAX: 82.39MIN: 75.79 / MAX: 82.75MIN: 55.98 / MAX: 58.87MIN: 53.05 / MAX: 55.48MIN: 52.81 / MAX: 55.78MIN: 46.17 / MAX: 47.87MIN: 44.43 / MAX: 47.97

MKL-DNN DNNL

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

OpenBenchmarking.orgms, Fewer Is BetterMKL-DNN DNNL 1.1Harness: Convolution Batch conv_alexnet - Data Type: f32Xeon W-3275MXeon Platinum 8480+Xeon Platinum 8375CXeon Platinum 8280Xeon Platinum 8272CLXeon Platinum 8259CLEPYC 3 7K83 NPS 4EPYC 3 7K83EPYC 2 7R322 x Xeon Platinum 8375C NUMA off2 x Xeon Platinum 8375C2 x Xeon Platinum 82802 x Xeon Platinum 8272CL NUMA off2 x Xeon Platinum 8272CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL20406080100SE +/- 0.11, N = 3SE +/- 0.07, N = 3SE +/- 0.05, N = 3SE +/- 0.06, N = 3SE +/- 0.09, N = 3SE +/- 0.12, N = 3SE +/- 0.29, N = 3SE +/- 0.47, N = 3SE +/- 1.13, N = 3SE +/- 0.02, N = 3SE +/- 0.03, N = 3SE +/- 0.08, N = 3SE +/- 0.11, N = 3SE +/- 0.50, N = 3SE +/- 0.20, N = 3SE +/- 0.23, N = 3108.5743.6683.3694.1998.67107.8080.6978.7296.6942.9143.8649.8451.4453.0055.3656.65MIN: 102.46MIN: 43.12MIN: 82.91MIN: 93.73MIN: 97.89MIN: 106.14MIN: 77.48MIN: 75.46MIN: 93.63MIN: 41.86MIN: 42.5MIN: 48.76MIN: 50.35MIN: 50.88MIN: 54.28MIN: 54.781. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl

PHPBench

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

OpenBenchmarking.orgScore, More Is BetterPHPBench 0.8.1PHP Benchmark SuiteXeon W-3275MXeon Platinum 8480+Xeon Platinum 8375CXeon Platinum 8280Xeon Platinum 8272CLXeon Platinum 8259CLHSGP1ComparisonEPYC 3 7K83 NPS 4EPYC 3 7K83EPYC 2 7R322 x Xeon Platinum 8375C NUMA off2 x Xeon Platinum 8375C2 x Xeon Platinum 82802 x Xeon Platinum 8272CL NUMA off2 x Xeon Platinum 8272CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL200K400K600K800K1000KSE +/- 1014.34, N = 3SE +/- 1409.89, N = 3SE +/- 307.66, N = 3SE +/- 425.09, N = 3SE +/- 1286.95, N = 3SE +/- 778.31, N = 3SE +/- 4839.43, N = 3SE +/- 2674.36, N = 3SE +/- 2772.83, N = 3SE +/- 1283.26, N = 3SE +/- 1813.04, N = 3SE +/- 3064.50, N = 3SE +/- 884.68, N = 3SE +/- 894.52, N = 3SE +/- 505.94, N = 3SE +/- 377.70, N = 3SE +/- 961.65, N = 3734339893124712140649164604857569793668370604445602365500524704453708571649693606436606548574348573483

NAS Parallel Benchmarks

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

OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: SP.BXeon W-3275MXeon Platinum 8480+Xeon Platinum 8375CXeon Platinum 8280Xeon Platinum 8272CLXeon Platinum 8259CLHSGP1ComparisonEPYC 3 7K83 NPS 4EPYC 3 7K83EPYC 2 7R322 x Xeon Platinum 8375C NUMA off2 x Xeon Platinum 8375C2 x Xeon Platinum 82802 x Xeon Platinum 8272CL NUMA off2 x Xeon Platinum 8272CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL20K40K60K80K100KSE +/- 146.25, N = 3SE +/- 1751.95, N = 15SE +/- 648.57, N = 15SE +/- 151.80, N = 3SE +/- 115.29, N = 3SE +/- 28.87, N = 3SE +/- 1080.02, N = 12SE +/- 756.36, N = 3SE +/- 313.29, N = 3SE +/- 520.84, N = 15SE +/- 1041.11, N = 15SE +/- 285.88, N = 3SE +/- 115.61, N = 3SE +/- 22.17, N = 3SE +/- 72.16, N = 3SE +/- 42.29, N = 3SE +/- 77.17, N = 331426.5395294.9746438.5832682.1429919.0124288.3458038.7794003.3087708.1351225.1886029.32112350.4770893.4146295.7966865.4538493.5753978.901. (F9X) gfortran options: -O3 -march=native -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi2. Xeon W-3275M: Open MPI 3.1.33. Xeon Platinum 8480+: Open MPI 3.1.34. Xeon Platinum 8375C: Open MPI 3.1.35. Xeon Platinum 8280: Open MPI 4.0.3rc46. Xeon Platinum 8272CL: Open MPI 3.1.37. Xeon Platinum 8259CL: Open MPI 3.1.38. HSGP1Comparison: Open MPI 4.0.39. EPYC 3 7K83 NPS 4: Open MPI 3.1.310. EPYC 3 7K83: Open MPI 3.1.311. EPYC 2 7R32: Open MPI 3.1.312. 2 x Xeon Platinum 8375C NUMA off: Open MPI 3.1.313. 2 x Xeon Platinum 8375C: Open MPI 3.1.314. 2 x Xeon Platinum 8280: Open MPI 4.0.3rc415. 2 x Xeon Platinum 8272CL NUMA off: Open MPI 3.1.316. 2 x Xeon Platinum 8272CL: Open MPI 3.1.317. 2 x Xeon Platinum 8259CL NUMA off: Open MPI 3.1.318. 2 x Xeon Platinum 8259CL: Open MPI 3.1.3

MKL-DNN DNNL

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

OpenBenchmarking.orgms, Fewer Is BetterMKL-DNN DNNL 1.1Harness: IP Batch 1D - Data Type: bf16bf16bf16Xeon W-3275MXeon Platinum 8480+Xeon Platinum 8375CXeon Platinum 8280Xeon Platinum 8272CLXeon Platinum 8259CL2 x Xeon Platinum 8375C NUMA off2 x Xeon Platinum 8375C2 x Xeon Platinum 82802 x Xeon Platinum 8272CL NUMA off2 x Xeon Platinum 8272CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL1.28232.56463.84695.12926.4115SE +/- 0.02664, N = 3SE +/- 0.00321, N = 3SE +/- 0.00267, N = 3SE +/- 0.00377, N = 3SE +/- 0.01234, N = 3SE +/- 0.00262, N = 3SE +/- 0.00443, N = 3SE +/- 0.01294, N = 3SE +/- 0.01183, N = 3SE +/- 0.00609, N = 3SE +/- 0.00405, N = 3SE +/- 0.00913, N = 3SE +/- 0.00431, N = 35.563041.472562.419064.831705.596805.699001.742131.739503.659642.853102.890864.464404.48918MIN: 5.04MIN: 1.39MIN: 2.23MIN: 4.76MIN: 5.51MIN: 5.57MIN: 1.5MIN: 1.48MIN: 3.47MIN: 2.7MIN: 2.77MIN: 4.28MIN: 4.311. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl

Embree

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

OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 3.6.1Binary: Pathtracer ISPC - Model: Asian DragonXeon W-3275MXeon Platinum 8480+Xeon Platinum 8375CXeon Platinum 8280Xeon Platinum 8272CLXeon Platinum 8259CLHSGP1ComparisonEPYC 3 7K83 NPS 4EPYC 3 7K83EPYC 2 7R322 x Xeon Platinum 8375C NUMA off2 x Xeon Platinum 8375C2 x Xeon Platinum 82802 x Xeon Platinum 8272CL NUMA off2 x Xeon Platinum 8272CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL20406080100SE +/- 0.08, N = 3SE +/- 0.20, N = 3SE +/- 0.04, N = 3SE +/- 0.06, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.13, N = 3SE +/- 0.12, N = 3SE +/- 0.61, N = 3SE +/- 0.03, N = 3SE +/- 0.08, N = 3SE +/- 0.51, N = 3SE +/- 0.03, N = 3SE +/- 0.05, N = 3SE +/- 0.12, N = 3SE +/- 0.12, N = 3SE +/- 0.06, N = 335.1571.6253.5738.3136.7532.9118.2769.4270.5852.3595.9995.2768.4265.5565.3759.0559.06MIN: 33.95 / MAX: 35.72MIN: 66.7 / MAX: 74.09MIN: 52.72 / MAX: 54.62MIN: 37.87 / MAX: 38.72MIN: 36.43 / MAX: 37.08MIN: 32.68 / MAX: 33.18MIN: 17.52 / MAX: 20.08MIN: 68.47 / MAX: 71.25MIN: 69.24 / MAX: 73.66MIN: 51.67 / MAX: 53.48MIN: 92.5 / MAX: 98.6MIN: 91.48 / MAX: 98.3MIN: 66.22 / MAX: 70.39MIN: 64.05 / MAX: 67.28MIN: 63.67 / MAX: 66.98MIN: 57.78 / MAX: 60.29MIN: 57.51 / MAX: 60.42

MKL-DNN DNNL

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

OpenBenchmarking.orgms, Fewer Is BetterMKL-DNN DNNL 1.1Harness: Deconvolution Batch deconv_3d - Data Type: u8s8f32Xeon W-3275MXeon Platinum 8480+Xeon Platinum 8375CXeon Platinum 8280Xeon Platinum 8272CLXeon Platinum 8259CLEPYC 3 7K83 NPS 4EPYC 3 7K83EPYC 2 7R322 x Xeon Platinum 8375C NUMA off2 x Xeon Platinum 8375C2 x Xeon Platinum 82802 x Xeon Platinum 8272CL NUMA off2 x Xeon Platinum 8272CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL9001800270036004500SE +/- 48.27, N = 3SE +/- 0.92, N = 3SE +/- 0.87, N = 3SE +/- 2.14, N = 3SE +/- 8.91, N = 3SE +/- 0.90, N = 3SE +/- 14.98, N = 3SE +/- 3.83, N = 3SE +/- 3.22, N = 3SE +/- 1.01, N = 3SE +/- 9.75, N = 3SE +/- 5.70, N = 3SE +/- 0.39, N = 3SE +/- 0.61, N = 3SE +/- 22.00, N = 3SE +/- 3.00, N = 33852.371445.072530.963716.983985.104426.061570.421597.011899.241295.481320.601893.722063.232064.022252.672238.05MIN: 3728.62MIN: 1419.8MIN: 2512.49MIN: 3705.72MIN: 3970.03MIN: 4423.17MIN: 1546.83MIN: 1590.22MIN: 1888.24MIN: 1272.23MIN: 1274.59MIN: 1871.79MIN: 2061.82MIN: 2062.22MIN: 2229.49MIN: 2230.651. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl

dav1d

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

OpenBenchmarking.orgFPS, More Is Betterdav1d 0.6.0Video Input: Summer Nature 1080pXeon W-3275MXeon Platinum 8480+Xeon Platinum 8375CXeon Platinum 8280Xeon Platinum 8272CLXeon Platinum 8259CLEPYC 3 7K83 NPS 4EPYC 3 7K83EPYC 2 7R322 x Xeon Platinum 8375C NUMA off2 x Xeon Platinum 8375C2 x Xeon Platinum 82802 x Xeon Platinum 8272CL NUMA off2 x Xeon Platinum 8272CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL2004006008001000SE +/- 2.32, N = 3SE +/- 5.27, N = 4SE +/- 5.59, N = 3SE +/- 0.52, N = 3SE +/- 2.16, N = 3SE +/- 1.73, N = 3SE +/- 2.66, N = 3SE +/- 5.75, N = 3SE +/- 2.19, N = 3SE +/- 1.14, N = 3SE +/- 4.53, N = 15SE +/- 3.74, N = 15SE +/- 0.73, N = 3SE +/- 5.42, N = 4SE +/- 3.77, N = 15SE +/- 3.67, N = 3537.84403.30444.30323.20315.51353.78889.36868.83676.16478.05500.83409.88371.48391.25400.24431.76MIN: 317.28 / MAX: 605.87MIN: 84.43 / MAX: 499.24MIN: 180.09 / MAX: 495.08MIN: 200.79 / MAX: 358.32MIN: 164.62 / MAX: 350.65MIN: 207.11 / MAX: 387.94MIN: 278.6 / MAX: 1004.17MIN: 280.68 / MAX: 1002.44MIN: 302.17 / MAX: 751.14MIN: 104.25 / MAX: 592.47MIN: 107.59 / MAX: 628.01MIN: 126.27 / MAX: 481.12MIN: 133.17 / MAX: 428.07MIN: 158.31 / MAX: 448.01MIN: 106.81 / MAX: 466.09MIN: 205.51 / MAX: 479.421. (CC) gcc options: -pthread

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 W-3275MXeon Platinum 8480+Xeon Platinum 8375CXeon Platinum 8280Xeon Platinum 8272CLXeon Platinum 8259CLHSGP1ComparisonEPYC 3 7K83 NPS 4EPYC 3 7K83EPYC 2 7R322 x Xeon Platinum 8375C NUMA off2 x Xeon Platinum 8375C2 x Xeon Platinum 82802 x Xeon Platinum 8272CL NUMA off2 x Xeon Platinum 8272CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL918273645SE +/- 0.075, N = 15SE +/- 0.056, N = 12SE +/- 0.009, N = 3SE +/- 0.067, N = 3SE +/- 0.005, N = 3SE +/- 0.022, N = 3SE +/- 1.542, N = 12SE +/- 0.463, N = 15SE +/- 0.382, N = 13SE +/- 0.217, N = 3SE +/- 0.073, N = 15SE +/- 0.032, N = 3SE +/- 0.086, N = 6SE +/- 0.188, N = 15SE +/- 0.129, N = 3SE +/- 0.243, N = 15SE +/- 0.091, N = 154.4232.1492.8144.1154.1964.67741.10023.61026.30035.1304.0367.3557.4818.9477.4677.6048.4301. (CXX) g++ options: -rdynamic

Scikit-Learn

Scikit-learn is a Python module for machine learning Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterScikit-Learn 0.22.1Xeon W-3275MXeon Platinum 8480+Xeon Platinum 8375CXeon Platinum 8280Xeon Platinum 8272CLXeon Platinum 8259CLHSGP1ComparisonEPYC 3 7K83 NPS 4EPYC 3 7K83EPYC 2 7R322 x Xeon Platinum 8375C NUMA off2 x Xeon Platinum 8375C2 x Xeon Platinum 82802 x Xeon Platinum 8272CL NUMA off2 x Xeon Platinum 8272CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL3691215SE +/- 0.035, N = 3SE +/- 0.062, N = 15SE +/- 0.053, N = 3SE +/- 0.042, N = 3SE +/- 0.026, N = 3SE +/- 0.056, N = 3SE +/- 0.118, N = 3SE +/- 0.095, N = 3SE +/- 0.018, N = 3SE +/- 0.037, N = 3SE +/- 0.058, N = 3SE +/- 0.032, N = 3SE +/- 0.122, N = 3SE +/- 0.047, N = 3SE +/- 0.025, N = 3SE +/- 0.043, N = 3SE +/- 0.039, N = 39.6616.8309.5669.12711.21212.0889.3479.0798.84010.4199.4729.3329.39212.05511.76312.95412.459

SVT-VP9

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

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-VP9 0.1Tuning: Visual Quality Optimized - Input: Bosphorus 1080pXeon W-3275MXeon Platinum 8480+Xeon Platinum 8375CXeon Platinum 8280Xeon Platinum 8272CLXeon Platinum 8259CLHSGP1ComparisonEPYC 3 7K83 NPS 4EPYC 3 7K83EPYC 2 7R322 x Xeon Platinum 8375C NUMA off2 x Xeon Platinum 8375C2 x Xeon Platinum 82802 x Xeon Platinum 8272CL NUMA off2 x Xeon Platinum 8272CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL80160240320400SE +/- 0.97, N = 3SE +/- 5.95, N = 12SE +/- 1.70, N = 3SE +/- 3.65, N = 4SE +/- 9.84, N = 12SE +/- 1.36, N = 3SE +/- 1.52, N = 3SE +/- 10.89, N = 12SE +/- 17.90, N = 12SE +/- 2.49, N = 3SE +/- 3.68, N = 15SE +/- 2.02, N = 13SE +/- 2.89, N = 4SE +/- 8.26, N = 12SE +/- 7.67, N = 13SE +/- 8.15, N = 12SE +/- 8.04, N = 12282.18205.61266.29265.40256.02256.24231.89275.51356.19291.17243.24249.76233.17227.90227.89229.53229.911. (CC) gcc options: -fPIE -fPIC -fvisibility=hidden -O3 -pie -rdynamic -lpthread -lrt -lm

OSPray

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

OpenBenchmarking.orgFPS, More Is BetterOSPray 1.8.5Demo: Magnetic Reconnection - Renderer: SciVisXeon W-3275MXeon Platinum 8375CXeon Platinum 8280Xeon Platinum 8272CLXeon Platinum 8259CLEPYC 2 7R322 x Xeon Platinum 8375C NUMA off2 x Xeon Platinum 8375C2 x Xeon Platinum 82802 x Xeon Platinum 8272CL NUMA off2 x Xeon Platinum 8272CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL20406080100SE +/- 0.00, N = 3SE +/- 0.60, N = 3SE +/- 0.00, N = 12SE +/- 0.00, N = 15SE +/- 1.45, N = 12SE +/- 0.00, N = 12SE +/- 0.00, N = 12SE +/- 0.00, N = 12SE +/- 0.00, N = 3SE +/- 0.00, N = 340.0062.5042.8740.0037.0440.00111.11108.3371.4371.4371.4362.5062.50MIN: 37.04MIN: 58.82 / MAX: 66.67MIN: 38.46 / MAX: 43.48MIN: 34.48 / MAX: 41.67MIN: 33.33MIN: 38.46 / MAX: 41.67MIN: 76.92MIN: 22.22 / MAX: 111.11MIN: 15.87 / MAX: 76.92MIN: 58.82MIN: 19.23MIN: 58.82 / MAX: 66.67MIN: 18.52 / MAX: 66.67

Demo: Magnetic Reconnection - Renderer: SciVis

HSGP1Comparison: The test quit with a non-zero exit status. The test quit with a non-zero exit status. The test quit with a non-zero exit status. E: what(): ospray::XML error: could not open file 'magnetic-512-volume/magnetic-512-volume.osp'

SMHasher

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

OpenBenchmarking.orgcycles/hash, Fewer Is BetterSMHasher 2020-02-29Hash: wyhashXeon W-3275MXeon Platinum 8280Xeon Platinum 8272CLXeon Platinum 8259CL2 x Xeon Platinum 82802 x Xeon Platinum 8272CL NUMA off2 x Xeon Platinum 8272CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL612182430SE +/- 0.03, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 318.5122.6823.6824.1922.6823.6723.6524.1524.151. (CXX) g++ options: -march=native -O3 -lpthread

Hash: wyhash

HSGP1Comparison: The test quit with a non-zero exit status. The test quit with a non-zero exit status. The test quit with a non-zero exit status. E: ./smhasher: 3: ./SMHasher: not found

OpenBenchmarking.orgMiB/sec, More Is BetterSMHasher 2020-02-29Hash: wyhashXeon W-3275MXeon Platinum 8272CLXeon Platinum 8259CL2 x Xeon Platinum 8272CL NUMA off2 x Xeon Platinum 8272CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL6K12K18K24K30KSE +/- 105.54, N = 3SE +/- 3.98, N = 3SE +/- 8.73, N = 3SE +/- 5.31, N = 3SE +/- 4.10, N = 3SE +/- 0.70, N = 3SE +/- 6.86, N = 326298.7720556.9620221.2520554.9220553.0520231.5820225.181. (CXX) g++ options: -march=native -O3 -lpthread

Hash: wyhash

HSGP1Comparison: The test quit with a non-zero exit status. The test quit with a non-zero exit status. The test quit with a non-zero exit status. E: ./smhasher: 3: ./SMHasher: not found

Tungsten Renderer

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

OpenBenchmarking.orgSeconds, Fewer Is BetterTungsten Renderer 0.2.2Scene: HairXeon W-3275MXeon Platinum 8480+Xeon Platinum 8375CXeon Platinum 8280Xeon Platinum 8272CLXeon Platinum 8259CLEPYC 2 7R322 x Xeon Platinum 8375C NUMA off2 x Xeon Platinum 8375C2 x Xeon Platinum 82802 x Xeon Platinum 8272CL NUMA off2 x Xeon Platinum 8272CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL48121620SE +/- 0.05256, N = 3SE +/- 0.09675, N = 4SE +/- 0.01484, N = 3SE +/- 0.03914, N = 3SE +/- 0.04470, N = 3SE +/- 0.03318, N = 3SE +/- 0.05445, N = 3SE +/- 0.06608, N = 3SE +/- 0.02429, N = 3SE +/- 0.11249, N = 3SE +/- 0.00398, N = 3SE +/- 0.10478, N = 3SE +/- 0.05235, N = 3SE +/- 0.05659, N = 312.710406.665299.2136512.6863013.8818014.804607.674556.117906.056687.827068.347448.667919.090739.26217-msse4.1 -msse4.2 -mfma -mbmi2 -mavx512f -mavx512vl -mavx512cd -mavx512dq -mavx512bw -mno-sse4a -ljpeg-march=core2 -mno-sse4.1 -mno-sse4.2 -mno-sse4a -mno-fma -mno-bmi2 -mno-avx512f -mno-avx512vl -mno-avx512cd -mno-avx512dq -mno-avx512bw-march=core2 -mno-sse4.1 -mno-sse4.2 -mno-sse4a -mno-fma -mno-bmi2 -mno-avx512f -mno-avx512vl -mno-avx512cd -mno-avx512dq -mno-avx512bw-msse4.1 -msse4.2 -mfma -mbmi2 -mavx512f -mavx512vl -mavx512cd -mavx512dq -mavx512bw -mno-sse4a-msse4.1 -msse4.2 -mfma -mbmi2 -mavx512f -mavx512vl -mavx512cd -mavx512dq -mavx512bw -mno-sse4a-msse4.1 -msse4.2 -mfma -mbmi2 -mavx512f -mavx512vl -mavx512cd -mavx512dq -mavx512bw -mno-sse4a-march=znver1 -msse4.1 -msse4.2 -msse4a -mfma -mbmi2 -mno-avx512f -mno-avx512vl -mno-avx512cd -mno-avx512dq -mno-avx512bw-march=core2 -mno-sse4.1 -mno-sse4.2 -mno-sse4a -mno-fma -mno-bmi2 -mno-avx512f -mno-avx512vl -mno-avx512cd -mno-avx512dq -mno-avx512bw-march=core2 -mno-sse4.1 -mno-sse4.2 -mno-sse4a -mno-fma -mno-bmi2 -mno-avx512f -mno-avx512vl -mno-avx512cd -mno-avx512dq -mno-avx512bw-msse4.1 -msse4.2 -mfma -mbmi2 -mavx512f -mavx512vl -mavx512cd -mavx512dq -mavx512bw -mno-sse4a-msse4.1 -msse4.2 -mfma -mbmi2 -mavx512f -mavx512vl -mavx512cd -mavx512dq -mavx512bw -mno-sse4a-msse4.1 -msse4.2 -mfma -mbmi2 -mavx512f -mavx512vl -mavx512cd -mavx512dq -mavx512bw -mno-sse4a-msse4.1 -msse4.2 -mfma -mbmi2 -mavx512f -mavx512vl -mavx512cd -mavx512dq -mavx512bw -mno-sse4a-msse4.1 -msse4.2 -mfma -mbmi2 -mavx512f -mavx512vl -mavx512cd -mavx512dq -mavx512bw -mno-sse4a1. (CXX) g++ options: -std=c++0x -msse2 -msse3 -mssse3 -mno-avx -mno-avx2 -mno-xop -mno-fma4 -mno-avx512pf -mno-avx512er -mno-avx512ifma -mno-avx512vbmi -fstrict-aliasing -O3 -rdynamic -lpthread -ldl

Scene: Hair

HSGP1Comparison: The test quit with a non-zero exit status. The test quit with a non-zero exit status. The test quit with a non-zero exit status. E: ./tungsten: line 3: ./tungsten: No such file or directory

DaCapo Benchmark

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

OpenBenchmarking.orgmsec, Fewer Is BetterDaCapo Benchmark 9.12-MR1Java Test: JythonXeon W-3275MXeon Platinum 8480+Xeon Platinum 8375CXeon Platinum 8280Xeon Platinum 8272CLXeon Platinum 8259CLHSGP1ComparisonEPYC 3 7K83 NPS 4EPYC 3 7K83EPYC 2 7R322 x Xeon Platinum 8375C NUMA off2 x Xeon Platinum 8375C2 x Xeon Platinum 82802 x Xeon Platinum 8272CL NUMA off2 x Xeon Platinum 8272CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL12002400360048006000SE +/- 10.08, N = 4SE +/- 12.06, N = 4SE +/- 7.82, N = 4SE +/- 15.39, N = 4SE +/- 15.06, N = 4SE +/- 22.03, N = 4SE +/- 36.14, N = 4SE +/- 28.06, N = 4SE +/- 13.83, N = 4SE +/- 10.59, N = 4SE +/- 43.39, N = 4SE +/- 24.79, N = 4SE +/- 19.30, N = 4SE +/- 25.41, N = 4SE +/- 37.95, N = 4SE +/- 11.32, N = 4SE +/- 56.00, N = 443215256511245474786501240184217423652465400533847115037501351615172

NAS Parallel Benchmarks

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

OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: MG.CXeon W-3275MXeon Platinum 8480+Xeon Platinum 8375CXeon Platinum 8280Xeon Platinum 8272CLXeon Platinum 8259CLHSGP1ComparisonEPYC 3 7K83 NPS 4EPYC 3 7K83EPYC 2 7R322 x Xeon Platinum 8375C NUMA off2 x Xeon Platinum 8375C2 x Xeon Platinum 82802 x Xeon Platinum 8272CL NUMA off2 x Xeon Platinum 8272CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL20K40K60K80K100KSE +/- 40.04, N = 3SE +/- 208.05, N = 3SE +/- 926.87, N = 15SE +/- 129.93, N = 3SE +/- 23.88, N = 3SE +/- 114.90, N = 3SE +/- 628.04, N = 12SE +/- 139.97, N = 3SE +/- 161.82, N = 3SE +/- 796.48, N = 3SE +/- 131.11, N = 3SE +/- 1012.46, N = 3SE +/- 860.82, N = 5SE +/- 31.00, N = 3SE +/- 229.09, N = 3SE +/- 420.94, N = 3SE +/- 304.73, N = 335376.1182633.6450840.7637089.0534708.6033490.0333611.7160501.0557062.6449330.1582390.24111939.6269175.1245188.2366470.5643490.1563393.351. (F9X) gfortran options: -O3 -march=native -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi2. Xeon W-3275M: Open MPI 3.1.33. Xeon Platinum 8480+: Open MPI 3.1.34. Xeon Platinum 8375C: Open MPI 3.1.35. Xeon Platinum 8280: Open MPI 4.0.3rc46. Xeon Platinum 8272CL: Open MPI 3.1.37. Xeon Platinum 8259CL: Open MPI 3.1.38. HSGP1Comparison: Open MPI 4.0.39. EPYC 3 7K83 NPS 4: Open MPI 3.1.310. EPYC 3 7K83: Open MPI 3.1.311. EPYC 2 7R32: Open MPI 3.1.312. 2 x Xeon Platinum 8375C NUMA off: Open MPI 3.1.313. 2 x Xeon Platinum 8375C: Open MPI 3.1.314. 2 x Xeon Platinum 8280: Open MPI 4.0.3rc415. 2 x Xeon Platinum 8272CL NUMA off: Open MPI 3.1.316. 2 x Xeon Platinum 8272CL: Open MPI 3.1.317. 2 x Xeon Platinum 8259CL NUMA off: Open MPI 3.1.318. 2 x Xeon Platinum 8259CL: Open MPI 3.1.3

LAMMPS Molecular Dynamics Simulator

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

OpenBenchmarking.orgns/day, More Is BetterLAMMPS Molecular Dynamics Simulator 9Jan2020Model: Rhodopsin ProteinXeon W-3275MXeon Platinum 8480+Xeon Platinum 8375CXeon Platinum 8280Xeon Platinum 8272CLXeon Platinum 8259CLHSGP1ComparisonEPYC 3 7K83 NPS 4EPYC 3 7K83EPYC 2 7R322 x Xeon Platinum 8375C NUMA off2 x Xeon Platinum 8375C2 x Xeon Platinum 82802 x Xeon Platinum 8272CL NUMA off2 x Xeon Platinum 8272CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL714212835SE +/- 0.13, N = 15SE +/- 0.55, N = 12SE +/- 0.44, N = 15SE +/- 0.19, N = 3SE +/- 0.03, N = 3SE +/- 0.08, N = 3SE +/- 0.31, N = 15SE +/- 0.76, N = 15SE +/- 0.21, N = 3SE +/- 0.37, N = 15SE +/- 0.92, N = 15SE +/- 0.81, N = 15SE +/- 0.25, N = 14SE +/- 0.12, N = 3SE +/- 0.26, N = 6SE +/- 0.32, N = 3SE +/- 0.33, N = 314.5619.7615.9015.3114.0113.0415.5628.1322.6520.8227.3525.9824.7922.6723.4321.8922.54-ljpeg -lpng -lz-lpng -lz-lpng -lz1. (CXX) g++ options: -O3 -rdynamic -lfftw3 -lm

NAS Parallel Benchmarks

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

OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: EP.CXeon W-3275MXeon Platinum 8480+Xeon Platinum 8375CXeon Platinum 8280Xeon Platinum 8272CLXeon Platinum 8259CLHSGP1ComparisonEPYC 3 7K83 NPS 4EPYC 3 7K83EPYC 2 7R322 x Xeon Platinum 8375C NUMA off2 x Xeon Platinum 8375C2 x Xeon Platinum 82802 x Xeon Platinum 8272CL NUMA off2 x Xeon Platinum 8272CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL14002800420056007000SE +/- 40.50, N = 3SE +/- 3.84, N = 3SE +/- 107.97, N = 15SE +/- 44.67, N = 3SE +/- 17.03, N = 3SE +/- 14.22, N = 3SE +/- 32.31, N = 15SE +/- 6.24, N = 3SE +/- 10.00, N = 3SE +/- 31.12, N = 3SE +/- 138.06, N = 15SE +/- 202.13, N = 15SE +/- 88.25, N = 3SE +/- 40.42, N = 3SE +/- 25.51, N = 3SE +/- 34.33, N = 3SE +/- 77.32, N = 33025.113863.004003.823194.182974.152641.322842.584560.854557.853485.996744.576352.446104.945667.765763.375059.025052.631. (F9X) gfortran options: -O3 -march=native -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi2. Xeon W-3275M: Open MPI 3.1.33. Xeon Platinum 8480+: Open MPI 3.1.34. Xeon Platinum 8375C: Open MPI 3.1.35. Xeon Platinum 8280: Open MPI 4.0.3rc46. Xeon Platinum 8272CL: Open MPI 3.1.37. Xeon Platinum 8259CL: Open MPI 3.1.38. HSGP1Comparison: Open MPI 4.0.39. EPYC 3 7K83 NPS 4: Open MPI 3.1.310. EPYC 3 7K83: Open MPI 3.1.311. EPYC 2 7R32: Open MPI 3.1.312. 2 x Xeon Platinum 8375C NUMA off: Open MPI 3.1.313. 2 x Xeon Platinum 8375C: Open MPI 3.1.314. 2 x Xeon Platinum 8280: Open MPI 4.0.3rc415. 2 x Xeon Platinum 8272CL NUMA off: Open MPI 3.1.316. 2 x Xeon Platinum 8272CL: Open MPI 3.1.317. 2 x Xeon Platinum 8259CL NUMA off: Open MPI 3.1.318. 2 x Xeon Platinum 8259CL: Open MPI 3.1.3

Intel Open Image Denoise

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

OpenBenchmarking.orgImages / Sec, More Is BetterIntel Open Image Denoise 1.0.0Scene: MemorialXeon W-3275MXeon Platinum 8480+Xeon Platinum 8375CXeon Platinum 8280Xeon Platinum 8272CLXeon Platinum 8259CLHSGP1ComparisonEPYC 3 7K83 NPS 4EPYC 3 7K83EPYC 2 7R322 x Xeon Platinum 8375C NUMA off2 x Xeon Platinum 8375C2 x Xeon Platinum 82802 x Xeon Platinum 8272CL NUMA off2 x Xeon Platinum 8272CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL1326395265SE +/- 0.30, N = 3SE +/- 3.68, N = 12SE +/- 0.26, N = 15SE +/- 0.02, N = 3SE +/- 0.11, N = 3SE +/- 0.07, N = 3SE +/- 0.06, N = 3SE +/- 0.08, N = 3SE +/- 0.02, N = 3SE +/- 0.04, N = 3SE +/- 0.32, N = 9SE +/- 0.30, N = 10SE +/- 0.17, N = 3SE +/- 0.18, N = 3SE +/- 0.14, N = 3SE +/- 0.21, N = 3SE +/- 0.12, N = 327.3556.0136.5631.1030.2227.9919.3030.8132.9228.7132.2932.9634.4933.5735.5233.1033.89

MKL-DNN DNNL

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

OpenBenchmarking.orgms, Fewer Is BetterMKL-DNN DNNL 1.1Harness: Deconvolution Batch deconv_3d - Data Type: bf16bf16bf16Xeon W-3275MXeon Platinum 8480+Xeon Platinum 8375CXeon Platinum 8280Xeon Platinum 8272CLXeon Platinum 8259CL2 x Xeon Platinum 8375C NUMA off2 x Xeon Platinum 8375C2 x Xeon Platinum 82802 x Xeon Platinum 8272CL NUMA off2 x Xeon Platinum 8272CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL3691215SE +/- 0.03985, N = 3SE +/- 0.02482, N = 13SE +/- 0.07400, N = 6SE +/- 0.00251, N = 3SE +/- 0.00016, N = 3SE +/- 0.00210, N = 3SE +/- 0.03881, N = 8SE +/- 0.04017, N = 7SE +/- 0.00369, N = 3SE +/- 0.00376, N = 3SE +/- 0.00318, N = 3SE +/- 0.00526, N = 3SE +/- 0.00712, N = 38.462731.740056.071177.696058.316779.371073.777693.783194.358174.494644.494054.856894.87194MIN: 8.21MIN: 5.82MIN: 7.67MIN: 8.25MIN: 9.33MIN: 3.68MIN: 3.68MIN: 4.31MIN: 4.46MIN: 4.44MIN: 4.82MIN: 4.831. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl

Nettle

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

OpenBenchmarking.orgMbyte/s, More Is BetterNettle 3.5.1Test: aes256Xeon W-3275MXeon Platinum 8480+Xeon Platinum 8375CXeon Platinum 8280Xeon Platinum 8272CLXeon Platinum 8259CLHSGP1ComparisonEPYC 3 7K83 NPS 4EPYC 3 7K83EPYC 2 7R322 x Xeon Platinum 8375C NUMA off2 x Xeon Platinum 8375C2 x Xeon Platinum 82802 x Xeon Platinum 8272CL NUMA off2 x Xeon Platinum 8272CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL2K4K6K8K10KSE +/- 39.45, N = 3SE +/- 2.51, N = 3SE +/- 9.18, N = 3SE +/- 7.98, N = 3SE +/- 9.93, N = 3SE +/- 20.53, N = 3SE +/- 16.89, N = 3SE +/- 70.17, N = 3SE +/- 0.65, N = 3SE +/- 0.67, N = 3SE +/- 31.31, N = 3SE +/- 15.44, N = 3SE +/- 3.29, N = 3SE +/- 2.12, N = 3SE +/- 5.48, N = 3SE +/- 5.89, N = 3SE +/- 24.71, N = 37070.609126.498052.906313.165830.305517.025461.025339.385416.544665.338007.348044.396320.005852.825852.225523.315513.08MIN: 4721.3 / MAX: 11806.11MIN: 5913.05 / MAX: 15615.18MIN: 5267.38 / MAX: 13669.67MIN: 4256.89 / MAX: 10467.36MIN: 3880.03 / MAX: 9687.65MIN: 3740.26 / MAX: 9153.64MIN: 4338.62 / MAX: 7786.56MIN: 3783.62 / MAX: 8023.04MIN: 4116.7 / MAX: 8023.42MIN: 3372.31 / MAX: 7239.74MIN: 5102.53 / MAX: 13668.47MIN: 5265.65 / MAX: 13663.69MIN: 4254.97 / MAX: 10469.4MIN: 3956.27 / MAX: 9681.61MIN: 3943.77 / MAX: 9693.14MIN: 3739.77 / MAX: 9132.41MIN: 3744.15 / MAX: 9173.021. (CC) gcc options: -O2 -ggdb3 -lnettle -lgmp -lm -lcrypto

OpenBenchmarking.orgMbyte/s, More Is BetterNettle 3.5.1Test: sha512Xeon W-3275MXeon Platinum 8480+Xeon Platinum 8375CXeon Platinum 8280Xeon Platinum 8272CLXeon Platinum 8259CLHSGP1ComparisonEPYC 3 7K83 NPS 4EPYC 3 7K83EPYC 2 7R322 x Xeon Platinum 8375C NUMA off2 x Xeon Platinum 8375C2 x Xeon Platinum 82802 x Xeon Platinum 8272CL NUMA off2 x Xeon Platinum 8272CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL130260390520650SE +/- 2.72, N = 3SE +/- 4.00, N = 3SE +/- 0.08, N = 3SE +/- 0.15, N = 3SE +/- 1.50, N = 3SE +/- 2.12, N = 3SE +/- 0.16, N = 3SE +/- 0.26, N = 3SE +/- 0.06, N = 3SE +/- 0.28, N = 3SE +/- 0.13, N = 3SE +/- 9.89, N = 15SE +/- 0.97, N = 3SE +/- 0.20, N = 3SE +/- 0.19, N = 3SE +/- 1.80, N = 3SE +/- 2.61, N = 3550.93616.59396.69501.98462.78436.73581.93551.11551.49478.09396.53456.39500.98465.40465.18438.23437.621. (CC) gcc options: -O2 -ggdb3 -lnettle -lgmp -lm -lcrypto

MKL-DNN DNNL

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

OpenBenchmarking.orgms, Fewer Is BetterMKL-DNN DNNL 1.1Harness: Deconvolution Batch deconv_3d - Data Type: f32Xeon W-3275MXeon Platinum 8480+Xeon Platinum 8375CXeon Platinum 8280Xeon Platinum 8272CLXeon Platinum 8259CLEPYC 3 7K83 NPS 4EPYC 3 7K83EPYC 2 7R322 x Xeon Platinum 8375C NUMA off2 x Xeon Platinum 8375C2 x Xeon Platinum 82802 x Xeon Platinum 8272CL NUMA off2 x Xeon Platinum 8272CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL0.73771.47542.21312.95083.6885SE +/- 0.018012, N = 3SE +/- 0.013699, N = 3SE +/- 0.005784, N = 3SE +/- 0.000323, N = 3SE +/- 0.002172, N = 3SE +/- 0.005714, N = 3SE +/- 0.004798, N = 3SE +/- 0.002743, N = 3SE +/- 0.006027, N = 3SE +/- 0.001131, N = 3SE +/- 0.000385, N = 3SE +/- 0.003732, N = 3SE +/- 0.001856, N = 3SE +/- 0.003163, N = 3SE +/- 0.003885, N = 3SE +/- 0.001182, N = 32.2752601.0219901.3409601.9627902.1658102.2005303.2786803.2225302.2047100.8510070.8525181.1360801.2529401.2512701.2639501.266490MIN: 2.12MIN: 0.99MIN: 1.3MIN: 1.95MIN: 2.07MIN: 2.17MIN: 2.45MIN: 2.4MIN: 2.14MIN: 0.83MIN: 0.83MIN: 1.1MIN: 1.22MIN: 1.22MIN: 1.24MIN: 1.241. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl

CloverLeaf

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

OpenBenchmarking.orgSeconds, Fewer Is BetterCloverLeafLagrangian-Eulerian HydrodynamicsXeon W-3275MXeon Platinum 8480+Xeon Platinum 8375CXeon Platinum 8280Xeon Platinum 8272CLXeon Platinum 8259CLHSGP1ComparisonEPYC 3 7K83 NPS 4EPYC 3 7K83EPYC 2 7R322 x Xeon Platinum 8375C NUMA off2 x Xeon Platinum 8375C2 x Xeon Platinum 82802 x Xeon Platinum 8272CL NUMA off2 x Xeon Platinum 8272CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL0.25650.5130.76951.0261.2825SE +/- 0.02, N = 15SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.11, N = 15SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 15SE +/- 0.02, N = 15SE +/- 0.00, N = 3SE +/- 0.02, N = 15SE +/- 0.00, N = 3SE +/- 0.03, N = 151.140.460.510.961.051.110.820.340.330.360.330.350.690.610.710.630.781. (F9X) gfortran options: -O3 -march=native -funroll-loops -fopenmp

Nettle

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

OpenBenchmarking.orgMbyte/s, More Is BetterNettle 3.5.1Test: chachaXeon W-3275MXeon Platinum 8480+Xeon Platinum 8375CXeon Platinum 8280Xeon Platinum 8272CLXeon Platinum 8259CLHSGP1ComparisonEPYC 3 7K83 NPS 4EPYC 3 7K83EPYC 2 7R322 x Xeon Platinum 8375C NUMA off2 x Xeon Platinum 8375C2 x Xeon Platinum 82802 x Xeon Platinum 8272CL NUMA off2 x Xeon Platinum 8272CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL30060090012001500SE +/- 5.99, N = 3SE +/- 0.16, N = 3SE +/- 9.77, N = 3SE +/- 0.86, N = 3SE +/- 2.25, N = 3SE +/- 1.52, N = 3SE +/- 0.58, N = 3SE +/- 0.92, N = 3SE +/- 0.39, N = 3SE +/- 0.08, N = 3SE +/- 6.97, N = 3SE +/- 8.54, N = 3SE +/- 0.37, N = 3SE +/- 0.28, N = 3SE +/- 0.37, N = 3SE +/- 4.18, N = 3SE +/- 4.50, N = 31172.15968.52822.111051.11970.38920.51915.08866.77866.55750.36815.18821.181051.94975.08974.46917.51917.75MIN: 567.45 / MAX: 3234.29MIN: 476.58 / MAX: 2735.75MIN: 419.2 / MAX: 2294.54MIN: 532.77 / MAX: 2871.25MIN: 491.16 / MAX: 2661.13MIN: 461.1 / MAX: 2517.2MIN: 455.86 / MAX: 2561.57MIN: 431.31 / MAX: 2429.93MIN: 431.75 / MAX: 2424.42MIN: 382.32 / MAX: 2047.21MIN: 418.76 / MAX: 2286.72MIN: 418.33 / MAX: 2284.8MIN: 535.04 / MAX: 2870.94MIN: 495.02 / MAX: 2662.01MIN: 494.65 / MAX: 2659.52MIN: 463.47 / MAX: 2517.16MIN: 461.99 / MAX: 2517.411. (CC) gcc options: -O2 -ggdb3 -lnettle -lgmp -lm -lcrypto

OpenBenchmarking.orgMbyte/s, More Is BetterNettle 3.5.1Test: poly1305-aesXeon W-3275MXeon Platinum 8480+Xeon Platinum 8375CXeon Platinum 8280Xeon Platinum 8272CLXeon Platinum 8259CLHSGP1ComparisonEPYC 3 7K83 NPS 4EPYC 3 7K83EPYC 2 7R322 x Xeon Platinum 8375C NUMA off2 x Xeon Platinum 8375C2 x Xeon Platinum 82802 x Xeon Platinum 8272CL NUMA off2 x Xeon Platinum 8272CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL7001400210028003500SE +/- 24.77, N = 3SE +/- 0.09, N = 3SE +/- 2.47, N = 3SE +/- 0.87, N = 3SE +/- 12.97, N = 3SE +/- 12.50, N = 3SE +/- 3.48, N = 3SE +/- 1.39, N = 3SE +/- 1.09, N = 3SE +/- 0.71, N = 3SE +/- 2.03, N = 3SE +/- 35.93, N = 15SE +/- 1.10, N = 3SE +/- 2.42, N = 3SE +/- 3.72, N = 3SE +/- 0.36, N = 3SE +/- 15.23, N = 33207.981439.351909.602867.482661.612492.482547.312409.872414.312046.351909.431963.032868.692657.682654.232516.872497.861. (CC) gcc options: -O2 -ggdb3 -lnettle -lgmp -lm -lcrypto

119 Results Shown

Timed GCC Compilation
MKL-DNN DNNL:
  Convolution Batch conv_all - bf16bf16bf16
  Convolution Batch conv_all - u8s8f32
  Convolution Batch conv_all - f32
PostgreSQL pgbench
MKL-DNN DNNL:
  Deconvolution Batch deconv_all - bf16bf16bf16
  Deconvolution Batch deconv_all - f32
PostgreSQL pgbench
High Performance Conjugate Gradient
Blender
Radiance Benchmark
Timed LLVM Compilation
Numpy Benchmark
Renaissance
Mlpack Benchmark
asmFish
Blender
MKL-DNN DNNL
Timed MrBayes Analysis
MKL-DNN DNNL
Mlpack Benchmark
MKL-DNN DNNL
Timed GDB GNU Debugger Compilation
Blender
dav1d
DeepSpeech
Appleseed
LuxCoreRender
Timed Linux Kernel Compilation
Appleseed
OSPray:
  San Miguel - Path Tracer
  XFrog Forest - Path Tracer
PyPerformance
Himeno Benchmark
Renaissance
Mlpack Benchmark
Blender
OSPray
Chaos Group V-RAY
John The Ripper
Radiance Benchmark
OSPray
Build2
PyPerformance
LuxCoreRender
Renaissance
Stockfish
NAMD
Appleseed
Basis Universal
PyPerformance
Blender
MKL-DNN DNNL:
  Convolution Batch conv_3d - u8s8f32
  IP Batch All - u8s8f32
  IP Batch All - f32
NAS Parallel Benchmarks
MKL-DNN DNNL
NAS Parallel Benchmarks
PyPerformance
OSPray
SVT-AV1
John The Ripper
NAS Parallel Benchmarks
Embree:
  Pathtracer - Asian Dragon Obj
  Pathtracer ISPC - Asian Dragon Obj
Intel MPI Benchmarks
Zstd Compression
lzbench:
  Crush 0 - Decompression
  Crush 0 - Compression
MKL-DNN DNNL
Tungsten Renderer
ArrayFire
lzbench:
  Zstd 8 - Decompression
  Zstd 8 - Compression
PyBench
Renaissance
lzbench:
  Brotli 2 - Decompression
  Brotli 2 - Compression
Basis Universal
lzbench:
  Zstd 1 - Decompression
  Zstd 1 - Compression
Mlpack Benchmark
MKL-DNN DNNL:
  Deconvolution Batch deconv_1d - u8s8f32
  Deconvolution Batch deconv_1d - bf16bf16bf16
  Deconvolution Batch deconv_1d - f32
  Convolution Batch conv_alexnet - bf16bf16bf16
OSPray
SVT-AV1
MKL-DNN DNNL
Embree
dav1d
Embree:
  Pathtracer ISPC - Crown
  Pathtracer - Asian Dragon
MKL-DNN DNNL
PHPBench
NAS Parallel Benchmarks
MKL-DNN DNNL
Embree
MKL-DNN DNNL
dav1d
ArrayFire
Scikit-Learn
SVT-VP9
OSPray
SMHasher:
  wyhash:
    cycles/hash
    MiB/sec
Tungsten Renderer
DaCapo Benchmark
NAS Parallel Benchmarks
LAMMPS Molecular Dynamics Simulator
NAS Parallel Benchmarks
Intel Open Image Denoise
MKL-DNN DNNL
Nettle:
  aes256
  sha512
MKL-DNN DNNL
CloverLeaf
Nettle:
  chacha
  poly1305-aes