Xeon & EPYC Tests

Various Server CPU benchmarks

Compare your own system(s) to this result file with the Phoronix Test Suite by running the command: phoronix-test-suite benchmark 2307181-VE-2307173VE46
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Identifier
Performance Per
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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
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  9 Hours, 1 Minute

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Xeon & EPYC TestsProcessorMotherboardChipsetMemoryDiskGraphicsAudioMonitorNetworkOSKernelDesktopDisplay ServerDisplay DriverOpenGLCompilerFile-SystemScreen ResolutionXeon 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 4Intel 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 1.20.5OpenBenchmarking.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 -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: 0xa001173OpenCL 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)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 3.7.5Security 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

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 4Logarithmic Result OverviewPhoronix Test SuiteArrayFireMKL-DNN DNNLOSPrayPostgreSQL pgbenchNAMDCloverLeafNAS Parallel BenchmarksLuxCoreRenderJohn The RipperEmbreeChaos Group V-RAYIntel MPI BenchmarksStockfishasmFishBlenderdav1dSVT-AV1RenaissanceHimeno BenchmarkLAMMPS Molecular Dynamics SimulatorIntel Open Image DenoiseTimed Linux Kernel CompilationDeepSpeechTimed LLVM CompilationScikit-LearnPyPerformanceTimed MrBayes AnalysisPyBenchBasis UniversalPHPBenchSVT-VP9Zstd CompressionTimed GDB GNU Debugger CompilationRadiance BenchmarkMlpack BenchmarkTimed GCC CompilationBuild2Numpy BenchmarkAppleseedNettlelzbenchDaCapo Benchmark

Xeon & EPYC Testsappleseed: Emilyappleseed: Disney Materialappleseed: Material Testerarrayfire: BLAS CPUarrayfire: Conjugate Gradient CPUasmfish: 1024 Hash Memory, 26 Depthbasis: ETC1Sbasis: UASTC Level 3blender: BMW27 - CPU-Onlyblender: Classroom - CPU-Onlyblender: Fishy Cat - CPU-Onlyblender: Barbershop - CPU-Onlyblender: Pabellon Barcelona - CPU-Onlybuild2: Time To Compilev-ray: CPUcloverleaf: Lagrangian-Eulerian Hydrodynamicsdacapobench: Jythondav1d: Summer Nature 4Kdav1d: Summer Nature 1080pdav1d: Chimera 1080p 10-bitdeepspeech: CPUembree: Pathtracer - Crownembree: Pathtracer ISPC - Crownembree: Pathtracer - Asian Dragonembree: Pathtracer - Asian Dragon Objembree: Pathtracer ISPC - Asian Dragonembree: Pathtracer ISPC - Asian Dragon Objhpcg: himeno: Poisson Pressure Solverintel-mpi: IMB-P2P PingPongoidn: Memorialjohn-the-ripper: Blowfishjohn-the-ripper: MD5lammps: Rhodopsin Proteinluxcorerender: DLSCluxcorerender: Rainbow Colors and Prismlzbench: Zstd 1 - Compressionlzbench: Zstd 1 - Decompressionlzbench: Zstd 8 - Compressionlzbench: Zstd 8 - Decompressionlzbench: Crush 0 - Compressionlzbench: Crush 0 - Decompressionlzbench: Brotli 2 - Compressionlzbench: Brotli 2 - Decompressionmkl-dnn: IP Batch 1D - f32mkl-dnn: IP Batch All - f32mkl-dnn: IP Batch All - u8s8f32mkl-dnn: IP Batch 1D - bf16bf16bf16mkl-dnn: Convolution Batch conv_all - f32mkl-dnn: Convolution Batch conv_3d - u8s8f32mkl-dnn: Deconvolution Batch deconv_1d - f32mkl-dnn: Deconvolution Batch deconv_3d - f32mkl-dnn: Convolution Batch conv_alexnet - f32mkl-dnn: Convolution Batch conv_all - u8s8f32mkl-dnn: Deconvolution Batch deconv_all - f32mkl-dnn: Deconvolution Batch deconv_1d - u8s8f32mkl-dnn: Deconvolution Batch deconv_3d - u8s8f32mkl-dnn: Convolution Batch conv_3d - bf16bf16bf16mkl-dnn: Convolution Batch conv_alexnet - u8s8f32mkl-dnn: Convolution Batch conv_all - bf16bf16bf16mkl-dnn: Convolution Batch conv_googlenet_v3 - f32mkl-dnn: Deconvolution Batch deconv_1d - bf16bf16bf16mkl-dnn: Deconvolution Batch deconv_3d - bf16bf16bf16mkl-dnn: Convolution Batch conv_alexnet - bf16bf16bf16mkl-dnn: Convolution Batch conv_googlenet_v3 - u8s8f32mkl-dnn: Deconvolution Batch deconv_all - bf16bf16bf16mkl-dnn: Convolution Batch conv_googlenet_v3 - bf16bf16bf16mlpack: scikit_icamlpack: scikit_qdamlpack: scikit_svmmlpack: scikit_linearridgeregressionnamd: ATPase Simulation - 327,506 Atomsnpb: BT.Cnpb: EP.Cnpb: EP.Dnpb: LU.Cnpb: MG.Cnpb: SP.Bnettle: aes256nettle: chachanettle: sha512nettle: poly1305-aesnumpy: ospray: San Miguel - SciVisospray: XFrog Forest - SciVisospray: San Miguel - Path Tracerospray: NASA Streamlines - SciVisospray: XFrog Forest - Path Tracerospray: Magnetic Reconnection - SciVisospray: NASA Streamlines - Path Tracerphpbench: PHP Benchmark Suitepgbench: Buffer Test - Normal Load - Read Onlypgbench: Buffer Test - Normal Load - Read Writepybench: Total For Average Test Timespyperformance: floatpyperformance: regex_compilepyperformance: python_startuppyperformance: django_templateradiance: Serialradiance: SMP Parallelrenaissance: Scala Dottyrenaissance: Apache Spark Bayesrenaissance: Savina Reactors.IOrenaissance: Apache Spark PageRankscikit-learn: smhasher: wyhashsmhasher: wyhashstockfish: Total Timesvt-av1: Enc Mode 4 - 1080psvt-av1: Enc Mode 8 - 1080psvt-vp9: Visual Quality Optimized - Bosphorus 1080pbuild-gcc: Time To Compilebuild-gdb: Time To Compilebuild-linux-kernel: Time To Compilebuild-llvm: Time To Compilemrbayes: Primate Phylogeny Analysistungsten: Hairtungsten: Water Causticcompress-zstd: Compressing ubuntu-16.04.3-server-i386.img, Compression Level 19Xeon 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 4196.929786106.643392124.1473013128.394.4236622564147.65330.63474.96213.36118.09304.79265.4166.415330141.144321256.60537.8481.60123.8525224.550326.401030.105727.195235.149530.345814.16233866.09098820246604.62318827.3540326365400014.5623.533.7950812998412981095091967212.867157.544393.592185.56304878.3906183.111.745152.27526108.5682967.921292.620.4584223852.3716.590631.98933880.4449.87447.615958.46273702.06513.45043293.94188.61154.9132.6515.781.990.8143469347.583025.113210.5269606.8435376.1131426.537070.601172.153550.933207.98367.5634.485.723.2545.453.17408.69734339567696.50591211704.23180495194.515717.749.9665.7219.8366970.9042743.62325186.66621015.5439.66118.50826298.77611706516.38953.819282.18994.583134.82436.367281.678143.34812.710421.55178.380219.3197120.169346127.9962962950.164.6775935079457.39935.98386.89246.81134.22350.47305.2076.147290611.115012205.63353.7867.33117.3569221.382924.726726.063823.719232.908828.292813.64253152.50143716759832.2608727.9935599338400013.0403.043.304101061711089914041605872.699777.890713.432365.69900874.2017095.621.639282.20053107.8043402.071029.240.4156144426.0617.321730.88004364.0048.06407.982929.37107796.75312.70593368.21207.91161.2031.9818.672.000.8692551975.352641.322677.6465522.4633490.0324288.345517.02920.513436.732492.48321.1332.975.383.0043.482.9637.048.09569793512031.4192315941.318141125012220011.464.1842.099273.1257200.7523017.32526711.17322226.84512.08824.18720221.25544371175.11246.873256.241067.641132.22841.137317.610138.84614.804625.35559.672163.70723273.216224197.2937745650.717.60410507060658.28023.14748.00124.6779.22211.37157.9969.195530510.635161212.99400.2488.66135.0510038.103346.418446.908442.494659.050250.864816.51713130.85871332444647.43478333.1070955660833321.8875.865.52407103271966863961595431.537296.658422.781934.46440461.9353548.601.225891.2639555.35651734.20743.6950.3614142252.679.1875119.37232198.1825.06724.465234.85689399.3087.636511904.45106.71457.6941.2919.622.420.4542284766.145059.025284.3494642.9943490.1538493.575523.31917.505438.232516.87293.5361.5810.325.5476.925.7162.515.54574348790827.5724643168.732081125312320022.664.1841.323255.5887566.3423813.74628251.82825636.69412.95424.15420231.581041066765.99652.314229.531073.762146.43529.276244.940141.8989.0907324.779210.294161.84631473.581913185.2297345319.588.43011991235757.82623.08847.63124.5979.00211.33158.1366.667518030.785172215.64431.7689.55117.7261338.122246.175746.792042.761359.056350.976927.10603147.90752131988149.24637733.8970888655466722.5355.886.403991027691011883941575511.576879.976693.048664.48918559.4683551.381.257951.2664956.64651793.75739.1630.3762222238.059.2066522.38302197.8125.77224.490394.87194399.2988.747941904.28106.89358.4842.8818.762.300.44551104107.995052.635310.16120961.9163393.3553978.905513.08917.750437.622497.86310.4062.510.425.5876.925.7162.515.625573483795715.3113554009.405331125212320011.364.2841.647258.3437256.9203495.61228107.03625275.15912.45924.15120225.181035138535.95553.040229.911012.035129.68927.581232.053139.7509.2621724.54379.949211.941251117.151798129.03063281.584.1966423086854.19432.19975.86215.91119.36310.51271.6874.265339471.054786208.50315.5163.01117.8664425.121827.784430.565327.668536.752431.56753318.97916619096342.65217430.2239604372766714.0143.633.924301122751145974271686192.386067.407043.344275.59680821.9676437.601.470842.1658198.66643089.341123.680.3782293985.1014.074727.97793639.2745.12716.597788.31677662.75512.02882751.00173.38158.5731.5117.831.910.7772469011.352974.153033.2834708.6029919.015830.30970.383462.782661.61340.7237.046.023.3647.623.33409.09604857546028.3382964087.302897118411.660.6796.578257.2326900.1932739.00223866.74021895.64311.21223.67620556.96581721075.65351.591256.021107.366142.50138.734301.531133.48313.881824.21278.307161.37681472.848426195.1114866330.938.94710738834455.45621.12041.22109.3470.22195.61142.8165.772621750.615037211.05371.4882.65140.4394943.989450.946054.196449.106165.545256.459516.52823315.29547136872935.14492833.5778420710266722.6666.956.794301078741022934121685711.631066.386523.105302.85310436.8603243.001.303951.2529451.44291579.11877.2070.3364262063.237.6556118.39291842.9723.67293.950674.49464332.3196.825401833.2790.263655.9040.3519.052.130.40173102113.055667.765973.1845188.2346295.795852.82975.081465.402657.68313.3566.6711.636.2190.916.4171.4317.44606436873066.7570124921.077096118211719025.260.8797.156241.0637347.0793859.37928365.56824909.65512.05523.67120554.921097533776.45553.961227.901110.204159.49828.129230.854134.8838.3474423.820710.088162.49561573.503828186.3060333972.327.46712293393055.27821.40441.33109.9170.12195.96143.3168.558613780.715013216.00391.2582.87123.8147243.823851.198254.204149.281565.367956.506726.70253331.37740336807805.92753635.5278301715000023.4346.997.444231088731058934151665801.606419.713553.296152.89086534.3283271.401.344111.2512752.99791640.45881.0870.3517192064.027.6751720.09091844.7824.11473.983934.49405337.8837.797081838.6090.398254.8440.6417.942.160.38840131794.235763.376088.0866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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 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 8259CL50100150200250196.93239.25156.22197.65211.94219.32128.98129.63147.69213.51214.95154.98161.38162.50163.71161.85

OpenBenchmarking.orgSeconds, Fewer Is BetterAppleseed 2.0 BetaScene: Disney MaterialXeon 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 8259CL306090120150106.6477.3378.58103.83117.15120.1757.2956.7462.4364.9764.7568.6272.8573.5073.2273.58

OpenBenchmarking.orgSeconds, Fewer Is BetterAppleseed 2.0 BetaScene: Material TesterXeon 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 8259CL4080120160200124.15129.1590.82123.98129.03128.00152.19150.74175.19179.24185.45193.44195.11186.31197.29185.23

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 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 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 +/- 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 = 123128.395996.404875.473432.163281.582950.161017.881357.00990.804631.384520.183430.286330.933972.325650.715319.581. (CXX) g++ options: -rdynamic

OpenBenchmarking.orgms, Fewer Is BetterArrayFire 3.7Test: Conjugate Gradient 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 8259CL816243240SE +/- 0.075, N = 15SE +/- 0.056, N = 12SE +/- 0.009, N = 3SE +/- 0.067, N = 3SE +/- 0.005, N = 3SE +/- 0.022, N = 3SE +/- 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 = 154.4232.1492.8144.1154.1964.67723.61026.30035.1304.0367.3557.4818.9477.4677.6048.4301. (CXX) g++ options: -rdynamic

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 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 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 +/- 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 = 36622564112744252493896899687620756423086859350794166857289163933621113278977148521449164553317133839896107388344122933930105070606119912357

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 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 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 +/- 0.06, 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 = 347.6539.5848.2351.4554.1957.4048.3147.6854.3148.9249.4052.6955.4655.2858.2857.831. (CXX) g++ options: -std=c++11 -fvisibility=hidden -fPIC -fno-strict-aliasing -O3 -rdynamic -lm -lpthread

OpenBenchmarking.orgSeconds, Fewer Is BetterBasis Universal 1.12Settings: UASTC Level 3Xeon 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 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 +/- 0.03, 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 = 330.6316.2726.6030.6932.2035.9815.0014.8919.1917.3416.9219.8921.1221.4023.1523.091. (CXX) g++ options: -std=c++11 -fvisibility=hidden -fPIC -fno-strict-aliasing -O3 -rdynamic -lm -lpthread

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

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

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

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

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

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 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 +/- 0.14, N = 3SE +/- 0.48, N = 3SE +/- 0.18, N = 3SE +/- 0.13, N = 3SE +/- 0.42, N = 3SE +/- 0.03, 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 = 366.4257.1060.3374.1274.2776.1554.1151.9659.9656.0156.1662.7865.7768.5669.2066.67

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

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 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 8259CL0.25650.5130.76951.0261.2825SE +/- 0.02, N = 15SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, 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 = 151.140.460.510.961.051.110.340.330.360.330.350.690.610.710.630.781. (F9X) gfortran options: -O3 -march=native -funroll-loops -fopenmp

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 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 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 +/- 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 = 44321525651124547478650124217423652465400533847115037501351615172

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

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

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 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 +/- 0.15, N = 3SE +/- 1.55, N = 4SE +/- 0.33, N = 3SE +/- 1.60, N = 3SE +/- 1.58, N = 4SE +/- 1.18, N = 8SE +/- 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 = 3123.85110.85103.08118.09117.87117.3674.2370.6272.82113.29108.16122.22140.44123.81135.05117.73

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 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 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 +/- 0.07, 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 = 324.5545.4737.6326.2825.1221.3862.1262.5047.6569.1469.2645.6143.9943.8238.1038.12MIN: 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: 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

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 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 +/- 0.04, N = 3SE +/- 0.10, N = 3SE +/- 0.02, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.02, 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 = 326.4053.2142.6028.7727.7824.7361.2361.4545.1978.5578.6353.2350.9551.2046.4246.18MIN: 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: 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 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 +/- 0.05, N = 3SE +/- 0.17, N = 3SE +/- 0.08, N = 3SE +/- 0.04, N = 3SE +/- 0.05, N = 3SE +/- 0.05, 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 = 330.1156.5744.3132.2530.5726.0669.0070.6852.9578.5478.7757.4954.2054.2046.9146.79MIN: 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: 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

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 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 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 +/- 0.10, 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 = 327.2051.5940.1829.2127.6723.7256.3062.5147.5870.0570.3951.7949.1149.2842.4942.76MIN: 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: 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 DragonXeon 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 +/- 0.08, N = 3SE +/- 0.20, N = 3SE +/- 0.04, N = 3SE +/- 0.06, N = 3SE +/- 0.03, N = 3SE +/- 0.03, 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 = 335.1571.6253.5738.3136.7532.9169.4270.5852.3595.9995.2768.4265.5565.3759.0559.06MIN: 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: 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

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 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 +/- 0.02, N = 3SE +/- 0.04, N = 3SE +/- 0.05, N = 3SE +/- 0.02, N = 3SE +/- 0.02, N = 3SE +/- 0.01, 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 = 330.3562.0546.1433.0531.5728.2957.9560.9545.4382.3281.9058.6956.4656.5150.8650.98MIN: 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: 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

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 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 8259CL918273645SE +/- 0.15, N = 3SE +/- 0.09, N = 3SE +/- 0.01, N = 3SE +/- 0.04, N = 3SE +/- 0.03, N = 3SE +/- 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 = 314.1626.5220.1714.9113.6421.1218.8717.0627.2139.1628.8516.5326.7016.5227.111. (CXX) g++ options: -O3 -ffast-math -ftree-vectorize -pthread -lmpi_cxx -lmpi

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 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 +/- 3.72, N = 3SE +/- 4.09, N = 3SE +/- 1.99, N = 3SE +/- 4.11, N = 3SE +/- 6.12, N = 3SE +/- 1.29, N = 3SE +/- 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 = 33866.096769.274214.943510.213318.983152.504019.073954.463769.724198.514211.213514.603315.303331.383130.863147.911. (CC) gcc options: -O3 -mavx2

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 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 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 +/- 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 = 320246604.6227196959.4324658155.9616653864.7719096342.6516759832.2632007122.9928045881.9320348261.0349151696.0650148418.0031821690.5536872935.1436807805.9332444647.4331988149.25MIN: 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

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 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 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 +/- 0.08, 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 = 327.3556.0136.5631.1030.2227.9930.8132.9228.7132.2932.9634.4933.5735.5233.1033.89

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 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 +/- 149.28, N = 3SE +/- 186.70, N = 3SE +/- 56.93, N = 3SE +/- 99.39, N = 3SE +/- 233.27, N = 3SE +/- 8.37, N = 3SE +/- 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 = 340326934095632642864396043559991512913176647511184710997884084784207830170955708881. (CC) gcc options: -m64 -lssl -lcrypto -fopenmp -lgmp -pthread -lm -lz -ldl -lcrypt -lbz2

OpenBenchmarking.orgReal C/S, More Is BetterJohn The Ripper 1.9.0-jumbo-1Test: MD5Xeon 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 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 +/- 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 = 33654000913300057143334090000372766733840006043333607200039720001071433310497333788000071026677150000660833365546671. (CC) gcc options: -m64 -lssl -lcrypto -fopenmp -lgmp -pthread -lm -lz -ldl -lcrypt -lbz2

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 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 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 +/- 0.76, 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 = 314.5619.7615.9015.3114.0113.0428.1322.6520.8227.3525.9824.7922.6723.4321.8922.54-ljpeg -lpng -lz-lpng -lz-lpng -lz1. (CXX) g++ options: -O3 -rdynamic -lfftw3 -lm

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 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 +/- 0.00, N = 3SE +/- 0.13, N = 3SE +/- 0.04, N = 3SE +/- 0.00, N = 3SE +/- 0.02, N = 3SE +/- 0.00, 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 = 33.538.785.583.793.633.049.619.567.2810.0910.157.196.956.995.865.88MIN: 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: 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

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 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 +/- 0.03, N = 15SE +/- 0.08, N = 3SE +/- 0.01, N = 3SE +/- 0.04, N = 3SE +/- 0.01, N = 3SE +/- 0.00, 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 = 33.799.986.024.113.923.3010.3010.108.1210.9110.907.156.797.445.526.40MIN: 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: 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

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: CompressionXeon 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 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 = 35085274644574304104774854184614534494304234073991. (CXX) g++ options: -pthread -fomit-frame-pointer -fstrict-aliasing -ffast-math -O3

OpenBenchmarking.orgMB/s, More Is Betterlzbench 1.8Test: Zstd 1 - Process: DecompressionXeon 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 +/- 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 = 312991400132112121122106113771413114812711258116810781088103210271. (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 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 +/- 0.67, N = 38410089777571919183888675747371691. (CXX) g++ options: -pthread -fomit-frame-pointer -fstrict-aliasing -ffast-math -O3

OpenBenchmarking.orgMB/s, More Is Betterlzbench 1.8Test: Zstd 8 - Process: DecompressionXeon 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 +/- 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 = 31298152914121224114510891527154812661291132011241022105896610111. (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 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 +/- 1.00, 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 = 310912011110197911211228110910696939386881. (CXX) g++ options: -pthread -fomit-frame-pointer -fstrict-aliasing -ffast-math -O3

OpenBenchmarking.orgMB/s, More Is Betterlzbench 1.8Test: Crush 0 - Process: DecompressionXeon 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 8259CL110220330440550SE +/- 0.33, N = 3SE +/- 0.33, N = 3SE +/- 0.58, N = 3SE +/- 0.67, N = 3SE +/- 0.33, N = 3SE +/- 0.67, N = 3SE +/- 0.33, N = 35094604224404274044714813804164134284124153963941. (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 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 +/- 0.33, N = 3SE +/- 1.20, N = 3SE +/- 0.33, N = 3SE +/- 0.67, N = 3SE +/- 0.67, N = 3SE +/- 1.33, N = 31962141841811681601921971651831781761681661591571. (CXX) g++ options: -pthread -fomit-frame-pointer -fstrict-aliasing -ffast-math -O3

OpenBenchmarking.orgMB/s, More Is Betterlzbench 1.8Test: Brotli 2 - Process: DecompressionXeon 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 +/- 1.45, N = 3SE +/- 1.15, N = 3SE +/- 3.18, N = 3SE +/- 0.67, N = 3SE +/- 0.58, 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 = 37217116246736195876766975646176006235715805435511. (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

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

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 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

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

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: 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: 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

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

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: 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

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_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

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

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

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_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

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_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

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

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

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: 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

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 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 8259CL1530456075SE +/- 0.11, N = 3SE +/- 0.30, N = 15SE +/- 0.12, N = 3SE +/- 0.21, N = 3SE +/- 0.06, N = 3SE +/- 0.34, N = 3SE +/- 0.48, 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 = 354.9143.1945.5067.3658.5761.2047.0643.1349.4744.0344.6863.3555.9054.8457.6958.48

OpenBenchmarking.orgSeconds, Fewer Is BetterMlpack BenchmarkBenchmark: scikit_qdaXeon 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 8259CL1020304050SE +/- 0.18, N = 3SE +/- 0.11, N = 3SE +/- 0.07, N = 3SE +/- 0.29, N = 3SE +/- 0.20, N = 3SE +/- 0.12, N = 3SE +/- 0.52, 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 = 1232.6523.0026.5130.4531.5131.9839.0226.0439.5429.5329.9238.3540.3540.6441.2942.88

OpenBenchmarking.orgSeconds, Fewer Is BetterMlpack BenchmarkBenchmark: scikit_svmXeon 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 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 +/- 0.05, 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 = 315.787.9917.0517.1917.8318.6713.5013.4215.1617.5417.0817.1919.0517.9419.6218.76

OpenBenchmarking.orgSeconds, Fewer Is BetterMlpack BenchmarkBenchmark: scikit_linearridgeregressionXeon 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 8259CL0.61881.23761.85642.47523.094SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.03, N = 3SE +/- 0.02, N = 15SE +/- 0.03, 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 = 151.992.262.541.671.912.002.192.201.792.752.601.822.132.162.422.30

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 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 8259CL0.19560.39120.58680.78240.978SE +/- 0.00775, N = 15SE +/- 0.00028, N = 3SE +/- 0.00002, N = 3SE +/- 0.00060, N = 3SE +/- 0.01127, N = 4SE +/- 0.00063, N = 3SE +/- 0.00054, 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 = 30.814340.291960.469480.707090.777240.869250.363410.363390.486140.256320.249410.362260.401730.388400.454220.44551

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 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 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 +/- 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 = 369347.58116616.8296192.0571842.3469011.3551975.35140014.12133996.23106415.53164568.74188359.36136046.53102113.05131794.2384766.14104107.991. (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. 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 8272CL NUMA off: Open MPI 3.1.315. 2 x Xeon Platinum 8272CL: Open MPI 3.1.316. 2 x Xeon Platinum 8259CL NUMA off: Open MPI 3.1.317. 2 x Xeon Platinum 8259CL: Open MPI 3.1.3

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 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 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 +/- 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 = 33025.113863.004003.823194.182974.152641.324560.854557.853485.996744.576352.446104.945667.765763.375059.025052.631. (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. 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 8272CL NUMA off: Open MPI 3.1.315. 2 x Xeon Platinum 8272CL: Open MPI 3.1.316. 2 x Xeon Platinum 8259CL NUMA off: Open MPI 3.1.317. 2 x Xeon Platinum 8259CL: Open MPI 3.1.3

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 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 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 +/- 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 = 33210.526288.824730.263283.383033.282677.645253.055367.643570.469334.319339.046284.655973.186088.085284.345310.161. (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. 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 8272CL NUMA off: Open MPI 3.1.315. 2 x Xeon Platinum 8272CL: Open MPI 3.1.316. 2 x Xeon Platinum 8259CL NUMA off: Open MPI 3.1.317. 2 x Xeon Platinum 8259CL: Open MPI 3.1.3

OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: LU.CXeon W-3275MXeon Platinum 8480+Xeon Platinum 8375CXeon Platinum 8280Xeon 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 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 +/- 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 = 369606.84114346.4097414.0774255.6765522.46145592.33139505.0299821.89152798.56177387.18140090.3294642.99120961.911. (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. EPYC 3 7K83 NPS 4: Open MPI 3.1.38. EPYC 3 7K83: Open MPI 3.1.39. EPYC 2 7R32: Open MPI 3.1.310. 2 x Xeon Platinum 8375C NUMA off: Open MPI 3.1.311. 2 x Xeon Platinum 8375C: Open MPI 3.1.312. 2 x Xeon Platinum 8280: Open MPI 4.0.3rc413. 2 x Xeon Platinum 8259CL NUMA off: Open MPI 3.1.314. 2 x Xeon Platinum 8259CL: Open MPI 3.1.3

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 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 +/- 40.04, N = 3SE +/- 208.05, N = 3SE +/- 926.87, N = 15SE +/- 129.93, N = 3SE +/- 23.88, N = 3SE +/- 114.90, N = 3SE +/- 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 = 335376.1182633.6450840.7637089.0534708.6033490.0360501.0557062.6449330.1582390.24111939.6269175.1245188.2366470.5643490.1563393.351. (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. 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 8272CL NUMA off: Open MPI 3.1.315. 2 x Xeon Platinum 8272CL: Open MPI 3.1.316. 2 x Xeon Platinum 8259CL NUMA off: Open MPI 3.1.317. 2 x Xeon Platinum 8259CL: Open MPI 3.1.3

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 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 +/- 146.25, N = 3SE +/- 1751.95, N = 15SE +/- 648.57, N = 15SE +/- 151.80, N = 3SE +/- 115.29, N = 3SE +/- 28.87, N = 3SE +/- 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 = 331426.5395294.9746438.5832682.1429919.0124288.3494003.3087708.1351225.1886029.32112350.4770893.4146295.7966865.4538493.5753978.901. (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. 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 8272CL NUMA off: Open MPI 3.1.315. 2 x Xeon Platinum 8272CL: Open MPI 3.1.316. 2 x Xeon Platinum 8259CL NUMA off: Open MPI 3.1.317. 2 x Xeon Platinum 8259CL: Open MPI 3.1.3

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 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 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 +/- 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 = 37070.609126.498052.906313.165830.305517.025339.385416.544665.338007.348044.396320.005852.825852.225523.315513.08MIN: 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: 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: chachaXeon 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 +/- 5.99, N = 3SE +/- 0.16, N = 3SE +/- 9.77, N = 3SE +/- 0.86, N = 3SE +/- 2.25, N = 3SE +/- 1.52, N = 3SE +/- 0.92, 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 = 31172.15968.52822.111051.11970.38920.51866.77866.55750.36815.18821.181051.94975.08974.46917.51917.75MIN: 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: 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: sha512Xeon 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 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 +/- 0.26, 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 = 3550.93616.59396.69501.98462.78436.73551.11551.49478.09396.53456.39500.98465.40465.18438.23437.621. (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 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 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 +/- 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 = 33207.981439.351909.602867.482661.612492.482409.872414.312046.351909.431963.032868.692657.682654.232516.872497.861. (CC) gcc options: -O2 -ggdb3 -lnettle -lgmp -lm -lcrypto

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 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 +/- 2.73, N = 3SE +/- 3.64, N = 3SE +/- 1.61, N = 3SE +/- 2.42, N = 3SE +/- 0.38, N = 3SE +/- 0.75, N = 3SE +/- 1.40, 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 = 3367.56427.46374.90330.33340.72321.13424.77425.69323.58316.75370.96321.82313.35324.39293.53310.40

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 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 8259CL110220330440550SE +/- 0.00, N = 12SE +/- 0.72, N = 5SE +/- 0.00, N = 12SE +/- 0.00, N = 12SE +/- 0.36, N = 3SE +/- 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 = 334.48500.0054.3938.4637.0432.97411.11500.0058.8299.24100.0069.5266.6766.6761.5862.50MIN: 333.33MIN: 250 / MAX: 1000MIN: 333.33 / MAX: 1000MIN: 71.43 / MAX: 100MIN: 55.56

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

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 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 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 = 33.25333.335.163.523.363.00383.33500.004.739.529.526.536.216.255.545.58MIN: 250 / MAX: 500MIN: 111.11 / MAX: 1000MIN: 333.33 / MAX: 1000

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

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

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

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

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 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 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 +/- 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 = 3734339893124712140649164604857569793604445602365500524704453708571649693606436606548574348573483

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 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 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 +/- 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 = 3567696.51694754.04751908.53560887.77546028.34512031.421127058.921169626.50891303.12735555.971063447.92909916.49873066.76857060.94790827.57795715.311. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -lcrypt -ldl -lm

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 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 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 +/- 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 = 311704.234605.893870.4353139.064087.305941.325358.605378.396105.734148.693301.6824466.914921.082150.923168.734009.411. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -lcrypt -ldl -lm

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 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 +/- 1.45, N = 3SE +/- 3.38, N = 3SE +/- 3.21, N = 3SE +/- 1.15, N = 3SE +/- 2.33, N = 3SE +/- 0.67, 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 = 395169397810761184125010161016122697998010731182118212531252

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 8259CLEPYC 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 +/- 0.67, N = 3SE +/- 0.33, N = 394.5153.0134.0109.0122.0108.0109.0134.0133.0109.0117.0117.0123.0123.0

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: regex_compileXeon W-3275MXeon Platinum 8480+Xeon Platinum 8375CXeon Platinum 8280Xeon 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 +/- 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 = 3157146186164200178178213191183164190189200200

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: python_startupXeon 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 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 +/- 0.00, 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 = 317.723.419.811.211.611.416.016.116.320.419.811.225.211.822.611.3

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: django_templateXeon 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 +/- 0.67, N = 3SE +/- 0.12, N = 3SE +/- 0.35, N = 3SE +/- 0.06, N = 3SE +/- 0.09, N = 3SE +/- 0.07, 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 = 349.978.265.446.260.664.154.653.266.465.363.245.960.860.664.164.2

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 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 8259CL2004006008001000665.70530.31654.18728.36796.58842.10585.27585.95730.70654.58654.98728.25797.16796.43841.32841.65

OpenBenchmarking.orgSeconds, Fewer Is BetterRadiance Benchmark 5.0Test: SMP ParallelXeon 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 8259CL60120180240300219.84161.40201.22235.00257.23273.13176.09178.57219.65198.50200.80226.08241.06246.16255.59258.34

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 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 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 +/- 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 = 56970.9011351.888999.776664.256900.197200.756229.036110.406577.349170.229329.436890.617347.086956.907566.347256.92

OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.10.0Test: Apache Spark BayesXeon 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 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 +/- 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 = 252743.626203.163492.992674.182739.003017.333333.102667.033057.065550.064402.823228.633859.383402.053813.753495.61

OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.10.0Test: Savina Reactors.IOXeon 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 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 +/- 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 = 2525186.6736700.7021743.3221975.1223866.7426711.1714960.4013535.6619303.5629523.6531368.9426764.9428365.5727891.3028251.8328107.04

OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.10.0Test: Apache Spark PageRankXeon 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 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 +/- 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 = 521015.5424744.4319555.0620621.2321895.6422226.8519378.3417641.6221641.9522022.8122456.6123588.4024909.6623916.2325636.6925275.16

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 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 +/- 0.035, N = 3SE +/- 0.062, N = 15SE +/- 0.053, N = 3SE +/- 0.042, N = 3SE +/- 0.026, N = 3SE +/- 0.056, 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 = 39.6616.8309.5669.12711.21212.0889.0798.84010.4199.4729.3329.39212.05511.76312.95412.459

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

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

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 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 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 +/- 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 = 361170651130983602853132426289131258172107544371171523968881531513821167650281531134921529068601197157951097533771123627231041066761035138531. (CXX) g++ options: -m64 -lpthread -fno-exceptions -std=c++11 -pedantic -O3 -msse -msse3 -mpopcnt -flto

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

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

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 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 +/- 0.97, N = 3SE +/- 5.95, N = 12SE +/- 1.70, N = 3SE +/- 3.65, N = 4SE +/- 9.84, N = 12SE +/- 1.36, 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 = 12282.18205.61266.29265.40256.02256.24275.51356.19291.17243.24249.76233.17227.90227.89229.53229.911. (CC) gcc options: -fPIE -fPIC -fvisibility=hidden -O3 -pie -rdynamic -lpthread -lrt -lm

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

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 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 +/- 0.08, N = 3SE +/- 0.36, N = 3SE +/- 0.22, N = 3SE +/- 0.17, N = 3SE +/- 0.11, N = 3SE +/- 0.11, 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 = 3134.82155.56139.36144.64142.50132.2396.31102.28108.68149.86140.61142.70159.50143.65146.44129.69

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 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 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 +/- 0.17, 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 = 1436.3723.9329.3640.9038.7341.1420.4020.8424.0122.4121.4027.3128.1326.5829.2827.58

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 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 +/- 2.68, N = 3SE +/- 0.88, N = 3SE +/- 2.77, N = 3SE +/- 4.79, N = 3SE +/- 1.00, N = 3SE +/- 5.07, 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 = 3281.68163.21215.84308.74301.53317.61179.90181.09200.04178.75167.67221.52230.85216.89244.94232.05

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 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 +/- 0.13, N = 3SE +/- 0.52, N = 3SE +/- 0.43, N = 3SE +/- 0.01, N = 3SE +/- 0.09, N = 3SE +/- 0.18, 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 = 3143.3578.8799.69128.85133.48138.8594.8893.0192.36103.11101.87129.99134.88135.00141.90139.75-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-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

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

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

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 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 +/- 0.065, N = 15SE +/- 0.071, N = 13SE +/- 0.016, N = 3SE +/- 0.062, N = 14SE +/- 0.128, 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 = 158.3806.1507.2838.2038.3079.67210.4637.8879.2308.4228.1799.13710.0889.65310.2949.949-llzma1. (CC) gcc options: -O3 -pthread -lz

119 Results Shown

Appleseed:
  Emily
  Disney Material
  Material Tester
ArrayFire:
  BLAS CPU
  Conjugate Gradient CPU
asmFish
Basis Universal:
  ETC1S
  UASTC Level 3
Blender:
  BMW27 - CPU-Only
  Classroom - CPU-Only
  Fishy Cat - CPU-Only
  Barbershop - CPU-Only
  Pabellon Barcelona - CPU-Only
Build2
Chaos Group V-RAY
CloverLeaf
DaCapo Benchmark
dav1d:
  Summer Nature 4K
  Summer Nature 1080p
  Chimera 1080p 10-bit
DeepSpeech
Embree:
  Pathtracer - Crown
  Pathtracer ISPC - Crown
  Pathtracer - Asian Dragon
  Pathtracer - Asian Dragon Obj
  Pathtracer ISPC - Asian Dragon
  Pathtracer ISPC - Asian Dragon Obj
High Performance Conjugate Gradient
Himeno Benchmark
Intel MPI Benchmarks
Intel Open Image Denoise
John The Ripper:
  Blowfish
  MD5
LAMMPS Molecular Dynamics Simulator
LuxCoreRender:
  DLSC
  Rainbow Colors and Prism
lzbench:
  Zstd 1 - Compression
  Zstd 1 - Decompression
  Zstd 8 - Compression
  Zstd 8 - Decompression
  Crush 0 - Compression
  Crush 0 - Decompression
  Brotli 2 - Compression
  Brotli 2 - Decompression
MKL-DNN DNNL:
  IP Batch 1D - f32
  IP Batch All - f32
  IP Batch All - u8s8f32
  IP Batch 1D - bf16bf16bf16
  Convolution Batch conv_all - f32
  Convolution Batch conv_3d - u8s8f32
  Deconvolution Batch deconv_1d - f32
  Deconvolution Batch deconv_3d - f32
  Convolution Batch conv_alexnet - f32
  Convolution Batch conv_all - u8s8f32
  Deconvolution Batch deconv_all - f32
  Deconvolution Batch deconv_1d - u8s8f32
  Deconvolution Batch deconv_3d - u8s8f32
  Convolution Batch conv_3d - bf16bf16bf16
  Convolution Batch conv_alexnet - u8s8f32
  Convolution Batch conv_all - bf16bf16bf16
  Convolution Batch conv_googlenet_v3 - f32
  Deconvolution Batch deconv_1d - bf16bf16bf16
  Deconvolution Batch deconv_3d - bf16bf16bf16
  Convolution Batch conv_alexnet - bf16bf16bf16
  Convolution Batch conv_googlenet_v3 - u8s8f32
  Deconvolution Batch deconv_all - bf16bf16bf16
  Convolution Batch conv_googlenet_v3 - bf16bf16bf16
Mlpack Benchmark:
  scikit_ica
  scikit_qda
  scikit_svm
  scikit_linearridgeregression
NAMD
NAS Parallel Benchmarks:
  BT.C
  EP.C
  EP.D
  LU.C
  MG.C
  SP.B
Nettle:
  aes256
  chacha
  sha512
  poly1305-aes
Numpy Benchmark
OSPray:
  San Miguel - SciVis
  XFrog Forest - SciVis
  San Miguel - Path Tracer
  NASA Streamlines - SciVis
  XFrog Forest - Path Tracer
  Magnetic Reconnection - SciVis
  NASA Streamlines - Path Tracer
PHPBench
PostgreSQL pgbench:
  Buffer Test - Normal Load - Read Only
  Buffer Test - Normal Load - Read Write
PyBench
PyPerformance:
  float
  regex_compile
  python_startup
  django_template
Radiance Benchmark:
  Serial
  SMP Parallel
Renaissance:
  Scala Dotty
  Apache Spark Bayes
  Savina Reactors.IO
  Apache Spark PageRank
Scikit-Learn
SMHasher:
  wyhash:
    cycles/hash
    MiB/sec
Stockfish
SVT-AV1:
  Enc Mode 4 - 1080p
  Enc Mode 8 - 1080p
SVT-VP9
Timed GCC Compilation
Timed GDB GNU Debugger Compilation
Timed Linux Kernel Compilation
Timed LLVM Compilation
Timed MrBayes Analysis
Tungsten Renderer:
  Hair
  Water Caustic
Zstd Compression