Xeon & EPYC Tests

Various Server CPU benchmarks

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  Test
  Duration
EPYC 2 7R32
August 22 2020
  7 Hours, 24 Minutes
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
2 x Xeon Platinum 8490H SNC 2
January 16
  6 Hours, 46 Minutes
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  9 Hours, 8 Minutes

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EPYC 2 7R32

Processor: AMD EPYC 7R32 48-Core @ 2.80GHz (48 Cores / 96 Threads), Motherboard: Supermicro H11SSL-i v2.00 (2.1 BIOS), Chipset: AMD Starship/Matisse, Memory: 8 x 16384 MB DDR4-3200MT/s HMA82GR7CJR8N-XN, Disk: 32GB Mass Storage + 256GB TOSHIBA THNSNJ25 + 600GB INTEL SSDSC2BB60 + 6001GB HGST HUS726060AL, Graphics: llvmpipe 126GB, Monitor: Crystal View, Network: 2 x Intel I210

OS: Ubuntu 19.10, Kernel: 5.3.0-64-generic (x86_64), Desktop: GNOME Shell 3.34.1, Display Server: X Server, OpenGL: 3.3 Mesa 19.2.8 (LLVM 9.0 128 bits), Compiler: GCC 9.2.1 20191008, File-System: ext4, Screen Resolution: 800x600

Compiler Notes: --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
Processor Notes: Scaling Governor: acpi-cpufreq ondemand - CPU Microcode: 0x8301034
Java Notes: OpenJDK Runtime Environment (build 11.0.7+10-post-Ubuntu-2ubuntu219.10)
Python Notes: Python 2.7.17 + Python 3.7.5
Security Notes: 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

Xeon W-3275M

Processor: Intel Xeon W-3275M @ 4.60GHz (28 Cores / 56 Threads), Motherboard: Supermicro X11SPA-T v1.01 (3.1 BIOS), Chipset: Intel Sky Lake-E DMI3 Registers, Memory: 188GB, Disk: 2 x 1024GB Samsung SSD 970 PRO 1TB, Graphics: eVGA NVIDIA GeForce RTX 2080 Ti 11GB (1350/7000MHz), Audio: Realtek ALC888-VD, Monitor: BenQ SW271, Network: Intel I210 + Aquantia AQC107 NBase-T/IEEE

OS: Ubuntu 19.10, Kernel: 5.3.0-46-generic (x86_64), Desktop: GNOME Shell 3.34.3, Display Server: X Server 1.20.5, Display Driver: NVIDIA 430.50, OpenGL: 4.6.0, Compiler: GCC 9.2.1 20191008 + CUDA 10.1, File-System: ext4, Screen Resolution: 3840x2160

Compiler Notes: --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
Processor Notes: Scaling Governor: intel_pstate powersave - CPU Microcode: 0x500002c
OpenCL Notes: GPU Compute Cores: 4352
Java Notes: OpenJDK Runtime Environment (build 11.0.6+10-post-Ubuntu-1ubuntu119.10.1)
Python Notes: Python 2.7.17 + Python 3.7.5
Security Notes: 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

Processor: Intel Xeon Platinum 8259L @ 3.50GHz (24 Cores / 48 Threads), Motherboard: ASRockRack EP2C621D16-4LP (P2.20 BIOS), Chipset: Intel Sky Lake-E DMI3 Registers, Memory: 6 x 16384 MB DDR4-3200MT/s Hynix HMA82GR7CJR8N-XN, Disk: 256GB TOSHIBA THNSNJ25, Graphics: llvmpipe 93GB, Audio: NVIDIA Device 10f8, Monitor: DELL UP2516D, Network: 4 x Intel X722 for 1GbE

OS: Ubuntu 19.10, Kernel: 5.3.0-64-generic (x86_64), Desktop: GNOME Shell 3.34.1, Display Server: X Server, OpenGL: 3.3 Mesa 19.2.8 (LLVM 9.0 256 bits), Compiler: GCC 9.2.1 20191008, File-System: ext4, Screen Resolution: 2560x1440

Compiler Notes: --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
Processor Notes: Scaling Governor: intel_pstate powersave - CPU Microcode: 0x4002f01
Java Notes: OpenJDK Runtime Environment (build 11.0.7+10-post-Ubuntu-2ubuntu219.10)
Python Notes: Python 2.7.17 + Python 3.7.5
Security Notes: 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

2 x Xeon Platinum 8259CL

Changed Processor to 2 x Intel Xeon Platinum 8259L @ 3.50GHz (48 Cores / 96 Threads).

Changed Memory to 12 x 16384 MB DDR4-3200MT/s Hynix HMA82GR7CJR8N-XN.

Changed Graphics to llvmpipe 188GB.

Xeon Platinum 8272CL

Changed Processor to Intel Xeon Platinum 8272CL @ 3.70GHz (26 Cores / 52 Threads).

Changed Memory to 6 x 16384 MB DDR4-3200MT/s Hynix HMA82GR7CJR8N-XN.

Changed Graphics to llvmpipe 93GB.

Processor Change: Scaling Governor: intel_pstate powersave - CPU Microcode: 0x5002f01

2 x Xeon Platinum 8272CL NUMA off

Processor: 2 x Intel Xeon Platinum 8272CL @ 3.70GHz (52 Cores / 104 Threads), Motherboard: ASRockRack EP2C621D16-4LP (P2.20 BIOS), Chipset: Intel Sky Lake-E DMI3 Registers, Memory: 12 x 16384 MB DDR4-3200MT/s Hynix HMA82GR7CJR8N-XN, Disk: 600GB INTEL SSDSC2BB60 + 10001GB Seagate ST10000NM0016-1T + 256GB TOSHIBA THNSNJ25, Graphics: llvmpipe 188GB, Audio: NVIDIA Device 10f8, Monitor: DELL UP2516D, Network: 4 x Intel X722 for 1GbE

2 x Xeon Platinum 8272CL

Changed Disk to 256GB TOSHIBA THNSNJ25.

Xeon Platinum 8280

Processor: Intel Xeon Platinum 8280 @ 4.00GHz (28 Cores / 56 Threads), Motherboard: GIGABYTE MD61-SC2-00 v01000100 (T15 BIOS), Chipset: Intel Sky Lake-E DMI3 Registers, Memory: 6 x 32 GB DDR4-2933MT/s HMA84GR7CJR4N-WM, Disk: 280GB INTEL SSDPED1D280GA, Graphics: ASPEED, Monitor: VE228, Network: 2 x Intel X722 for 1GbE + 2 x QLogic FastLinQ QL41000 10/25/40/50GbE

OS: Ubuntu 20.04, Kernel: 5.4.0-18-generic (x86_64), Desktop: GNOME Shell 3.36.0, Display Server: X Server 1.20.7, Display Driver: modesetting 1.20.7, Compiler: GCC 9.3.0, File-System: ext4, Screen Resolution: 1024x768

Compiler Notes: --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
Processor Notes: Scaling Governor: intel_pstate powersave - CPU Microcode: 0x500002c
Java Notes: OpenJDK Runtime Environment (build 11.0.6+10-post-Ubuntu-2ubuntu2)
Python Notes: + Python 3.8.2
Security Notes: 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

Changed Processor to 2 x Intel Xeon Platinum 8280 @ 4.00GHz (56 Cores / 112 Threads).

Changed Memory to 12 x 32 GB DDR4-2933MT/s HMA84GR7CJR4N-WM.

Xeon Platinum 8375C

Processor: Intel Xeon Platinum 8375C @ 3.50GHz (32 Cores / 64 Threads), Motherboard: Supermicro X12DPi-N6 v1.00 (1.0a BIOS), Chipset: Intel Device 0998, Memory: 8 x 16384 MB DDR4-3200MT/s Samsung M393A2K43CB2-CWE, Disk: 600GB INTEL SSDSC2BB60 + 10001GB Seagate ST10000NM0016-1T + 256GB TOSHIBA THNSNJ25, Graphics: llvmpipe 126GB, Monitor: Crystal View, Network: 2 x Intel I350

OS: Ubuntu 19.10, Kernel: 5.3.0-64-generic (x86_64), Desktop: GNOME Shell 3.34.1, Display Server: X Server, OpenGL: 3.3 Mesa 19.2.8 (LLVM 9.0 256 bits), Compiler: GCC 9.2.1 20191008, File-System: ext4, Screen Resolution: 800x600

Compiler Notes: --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
Processor Notes: Scaling Governor: acpi-cpufreq ondemand - CPU Microcode: 0xd0001b2
Java Notes: OpenJDK Runtime Environment (build 11.0.7+10-post-Ubuntu-2ubuntu219.10)
Python Notes: Python 2.7.17 + Python 3.7.5
Security Notes: 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

Changed Processor to 2 x Intel Xeon Platinum 8375C @ 3.50GHz (64 Cores / 128 Threads).

Changed Memory to 16 x 16384 MB DDR4-3200MT/s Samsung M393A2K43CB2-CWE.

Changed Graphics to llvmpipe 251GB.

2 x Xeon Platinum 8375C

Changed Graphics to llvmpipe 252GB.

2 x Xeon Platinum 8490H SNC 2

Processor: 2 x Intel Xeon Platinum 8490H @ 1.90GHz (120 Cores / 240 Threads), Motherboard: Supermicro X13DDW-A v1.01 (1.0a BIOS), Chipset: Intel Device 1bce, Memory: 1008GB, Disk: 2 x 7682GB SAMSUNG MZWLJ7T6HALA-0007C + 400GB Micron_7450_MTFDKBA400TFS + 29990GB SlowStorage + 1917GB SASCache + 960GB EX-Calibur, Graphics: llvmpipe, Audio: NVIDIA GK107 HDMI Audio, Network: 2 x Intel I350

OS: Ubuntu 22.10, Kernel: 5.19.0-29-generic (x86_64), Desktop: GNOME Shell 43.0, Display Server: X Server 1.21.1.4, Display Driver: modesetting 1.21.1, OpenGL: 4.5 Mesa 22.2.1 (LLVM 15.0.2 256 bits), Compiler: GCC 12.2.0, File-System: ext4, Screen Resolution: 1024x768

Environment Notes: DEBUGINFOD_URLS=https://debuginfod.ubuntu.com
Compiler Notes: --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-cet --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-gnu-unique-object --enable-languages=c,ada,c++,go,d,fortran,objc,obj-c++,m2 --enable-libphobos-checking=release --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-defaulted --enable-offload-targets=nvptx-none=/build/gcc-12-U8K4Qv/gcc-12-12.2.0/debian/tmp-nvptx/usr,amdgcn-amdhsa=/build/gcc-12-U8K4Qv/gcc-12-12.2.0/debian/tmp-gcn/usr --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
Processor Notes: Scaling Governor: acpi-cpufreq schedutil - CPU Microcode: 0x2b0000a1
Java Notes: OpenJDK Runtime Environment (build 11.0.17+8-post-Ubuntu-1ubuntu2)
Python Notes: + Python 3.10.7
Security Notes: itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + mmio_stale_data: Not affected + retbleed: Not affected + spec_store_bypass: Mitigation of SSB disabled via prctl + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Enhanced IBRS IBPB: conditional RSB filling PBRSB-eIBRS: SW sequence + srbds: Not affected + tsx_async_abort: Not affected

Xeon & EPYC TestsProcessorMotherboardChipsetMemoryDiskGraphicsMonitorNetworkAudioOSKernelDesktopDisplay ServerOpenGLCompilerFile-SystemScreen ResolutionDisplay DriverEPYC 2 7R32Xeon 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 8375C2 x Xeon Platinum 8490H SNC 2AMD EPYC 7R32 48-Core @ 2.80GHz (48 Cores / 96 Threads)Supermicro H11SSL-i v2.00 (2.1 BIOS)AMD Starship/Matisse8 x 16384 MB DDR4-3200MT/s HMA82GR7CJR8N-XN32GB Mass Storage + 256GB TOSHIBA THNSNJ25 + 600GB INTEL SSDSC2BB60 + 6001GB HGST HUS726060ALllvmpipe 126GBCrystal View2 x Intel I210Ubuntu 19.105.3.0-64-generic (x86_64)GNOME Shell 3.34.1X Server3.3 Mesa 19.2.8 (LLVM 9.0 128 bits)GCC 9.2.1 20191008ext4800x600Intel 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/IEEE5.3.0-46-generic (x86_64)GNOME Shell 3.34.3X Server 1.20.5NVIDIA 430.504.6.0GCC 9.2.1 20191008 + CUDA 10.13840x2160Intel 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 252GB2 x Intel Xeon Platinum 8490H @ 1.90GHz (120 Cores / 240 Threads)Supermicro X13DDW-A v1.01 (1.0a BIOS)Intel Device 1bce1008GB2 x 7682GB SAMSUNG MZWLJ7T6HALA-0007C + 400GB Micron_7450_MTFDKBA400TFS + 29990GB SlowStorage + 1917GB SASCache + 960GB EX-CaliburllvmpipeNVIDIA GK107 HDMI AudioUbuntu 22.105.19.0-29-generic (x86_64)GNOME Shell 43.0X Server 1.21.1.4modesetting 1.21.14.5 Mesa 22.2.1 (LLVM 15.0.2 256 bits)GCC 12.2.01024x768OpenBenchmarking.orgCompiler Details- 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- 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- 2 x Xeon Platinum 8490H SNC 2: --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-cet --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-gnu-unique-object --enable-languages=c,ada,c++,go,d,fortran,objc,obj-c++,m2 --enable-libphobos-checking=release --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-defaulted --enable-offload-targets=nvptx-none=/build/gcc-12-U8K4Qv/gcc-12-12.2.0/debian/tmp-nvptx/usr,amdgcn-amdhsa=/build/gcc-12-U8K4Qv/gcc-12-12.2.0/debian/tmp-gcn/usr --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- EPYC 2 7R32: Scaling Governor: acpi-cpufreq ondemand - CPU Microcode: 0x8301034- 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- 2 x Xeon Platinum 8490H SNC 2: Scaling Governor: acpi-cpufreq schedutil - CPU Microcode: 0x2b0000a1Java Details- EPYC 2 7R32: OpenJDK Runtime Environment (build 11.0.7+10-post-Ubuntu-2ubuntu219.10)- 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)- 2 x Xeon Platinum 8490H SNC 2: OpenJDK Runtime Environment (build 11.0.17+8-post-Ubuntu-1ubuntu2)Python Details- EPYC 2 7R32: Python 2.7.17 + Python 3.7.5- 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- 2 x Xeon Platinum 8490H SNC 2: + Python 3.10.7Security Details- 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- 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- 2 x Xeon Platinum 8490H SNC 2: itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + mmio_stale_data: Not affected + retbleed: Not affected + spec_store_bypass: Mitigation of SSB disabled via prctl + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Enhanced IBRS IBPB: conditional RSB filling PBRSB-eIBRS: SW sequence + srbds: Not affected + tsx_async_abort: Not affectedOpenCL Details- Xeon W-3275M: GPU Compute Cores: 4352Environment Details- 2 x Xeon Platinum 8490H SNC 2: DEBUGINFOD_URLS=https://debuginfod.ubuntu.com

EPYC 2 7R32Xeon 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 8375C2 x Xeon Platinum 8490H SNC 2Logarithmic Result OverviewPhoronix Test SuiteArrayFireLuxCoreRenderEmbreeStockfishIntel MPI BenchmarksPostgreSQL pgbenchasmFishNAMDCloverLeafOSPrayBlenderChaos Group V-RAYPHPBenchLAMMPS Molecular Dynamics SimulatorRenaissancedav1dHimeno BenchmarkZstd CompressionIntel Open Image DenoiseDeepSpeechAppleseedScikit-LearnBasis UniversalPyPerformanceTimed MrBayes AnalysisTungsten RendererPyBenchRadiance BenchmarkMlpack BenchmarkNumpy BenchmarkTimed GCC CompilationDaCapo Benchmark

Xeon & EPYC Testsnettle: aes256nettle: chachanettle: sha512nettle: poly1305-aessmhasher: wyhashsmhasher: wyhashmrbayes: Primate Phylogeny Analysishimeno: Poisson Pressure Solverscikit-learn: cloverleaf: Lagrangian-Eulerian Hydrodynamicsnumpy: dacapobench: Jythonrenaissance: Scala Dottyrenaissance: Apache Spark Bayesrenaissance: Savina Reactors.IOrenaissance: Apache Spark PageRanklzbench: Zstd 1 - Compressionlzbench: Zstd 1 - Decompressionlzbench: Zstd 8 - Compressionlzbench: Zstd 8 - Decompressionlzbench: Crush 0 - Compressionlzbench: Crush 0 - Decompressionlzbench: Brotli 2 - Compressionlzbench: Brotli 2 - Decompressionbasis: ETC1Sbasis: UASTC Level 3deepspeech: CPUmkl-dnn: IP Batch 1D - bf16bf16bf16mlpack: scikit_icamkl-dnn: Convolution Batch conv_all - f32mkl-dnn: Convolution Batch conv_all - u8s8f32mkl-dnn: Deconvolution Batch deconv_all - f32mkl-dnn: Convolution Batch conv_googlenet_v3 - u8s8f32mkl-dnn: Convolution Batch conv_googlenet_v3 - bf16bf16bf16mkl-dnn: Convolution Batch conv_googlenet_v3 - f32mkl-dnn: Deconvolution Batch deconv_3d - bf16bf16bf16mkl-dnn: Deconvolution Batch deconv_3d - u8s8f32mkl-dnn: Convolution Batch conv_alexnet - u8s8f32mkl-dnn: IP Batch All - f32mkl-dnn: IP Batch All - u8s8f32mkl-dnn: IP Batch 1D - f32mlpack: scikit_qdamlpack: scikit_svmmlpack: scikit_linearridgeregressionbuild-gdb: Time To Compilemkl-dnn: Convolution Batch conv_3d - bf16bf16bf16mkl-dnn: Convolution Batch conv_3d - u8s8f32mkl-dnn: Convolution Batch conv_all - bf16bf16bf16mkl-dnn: Deconvolution Batch deconv_1d - f32mkl-dnn: Deconvolution Batch deconv_1d - bf16bf16bf16mkl-dnn: Deconvolution Batch deconv_3d - f32mkl-dnn: Convolution Batch conv_alexnet - bf16bf16bf16mkl-dnn: Convolution Batch conv_alexnet - f32mkl-dnn: Deconvolution Batch deconv_all - bf16bf16bf16mkl-dnn: Deconvolution Batch deconv_1d - u8s8f32stockfish: Total Timejohn-the-ripper: Blowfishjohn-the-ripper: MD5build-llvm: Time To Compilecompress-zstd: Compressing ubuntu-16.04.3-server-i386.img, Compression Level 19lammps: Rhodopsin Proteinhpcg: npb: BT.Cnpb: EP.Cnpb: EP.Dnpb: LU.Cnpb: MG.Cnpb: SP.Bnamd: ATPase Simulation - 327,506 Atomsasmfish: 1024 Hash Memory, 26 Depthbuild-gcc: Time To Compilebuild-linux-kernel: Time To Compiletungsten: Hairtungsten: Water Causticsvt-vp9: Visual Quality Optimized - Bosphorus 1080pdav1d: Summer Nature 4Kdav1d: Summer Nature 1080pdav1d: Chimera 1080p 10-bitsvt-av1: Enc Mode 4 - 1080psvt-av1: Enc Mode 8 - 1080pv-ray: CPUblender: BMW27 - CPU-Onlyblender: Classroom - CPU-Onlyblender: Fishy Cat - CPU-Onlyblender: Barbershop - CPU-Onlyblender: Pabellon Barcelona - CPU-Onlyradiance: Serialradiance: SMP Parallelembree: Pathtracer - Crownembree: Pathtracer ISPC - Crownembree: Pathtracer - Asian Dragonembree: Pathtracer - Asian Dragon Objembree: Pathtracer ISPC - Asian Dragonembree: Pathtracer ISPC - Asian Dragon Objoidn: Memorialluxcorerender: DLSCluxcorerender: Rainbow Colors and Prismospray: San Miguel - SciVisospray: XFrog Forest - SciVisospray: San Miguel - Path Tracerospray: NASA Streamlines - SciVisospray: XFrog Forest - Path Tracerospray: Magnetic Reconnection - SciVisospray: NASA Streamlines - Path Tracerappleseed: Emilyappleseed: Disney Materialappleseed: Material Testerintel-mpi: IMB-P2P PingPongarrayfire: BLAS CPUarrayfire: Conjugate Gradient CPUbuild2: Time To Compilepyperformance: floatpyperformance: regex_compilepyperformance: python_startuppyperformance: django_templatephpbench: PHP Benchmark Suitepgbench: Buffer Test - Normal Load - Read Onlypgbench: Buffer Test - Normal Load - Read Writepybench: Total For Average Test TimesEPYC 2 7R32Xeon 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 8375C2 x Xeon Platinum 8490H SNC 24665.33750.357478.092046.3592.3613769.72366410.4190.36323.5852466577.3433057.05919303.56121641.95441811488312668138016556454.31019.19372.8159949.47710.14011728.81485.47730.30642.54131899.241301.368.88390149.3391.6756039.5415.161.79108.6753076.762.225402.2047196.68811131.13116765028664753972000200.0399.23020.82117.0608106415.533485.993570.4699821.8949330.1551225.180.48614113278977849.19224.0057.6745522.3247291.17321.17676.16140.145.71454.4726289741.76101.3465.67177.79132.04730.7219.65247.646445.186952.953247.580652.354145.433028.717.288.1258.8211.034.7376.925.854016.60147.68585662.431047175.19370820348261.028985990.79835.1359.95621316.366.4500524891303.1219436105.72895712267070.601172.153550.933207.9818.50826298.77143.3483866.0909889.6611.14367.5643216970.9042743.62325186.66621015.543508129984129810950919672147.65330.634123.852525.5630454.91878.3902967.921292.6213.4504188.61149.87448.462733852.3731.98937.544393.592182.8671532.6515.781.99134.82416.59066183.113880.441.745157.615952.27526702.065108.5683293.940.45842261170651403263654000281.6788.38014.56214.162369347.583025.113210.5269606.8435376.1131426.530.8143466225641994.58336.36712.710421.5517282.18256.60537.8481.606.38953.8193301474.96213.36118.09304.79265.41665.7219.83624.550326.401030.105727.195235.149530.345827.353.533.7934.485.723.2545.453.17408.69196.929786106.643392124.14730120246604.6231883128.394.42366.41594.515717.749.9734339567696.50591211704.2318049515517.02920.513436.732492.4824.18720221.25138.8463152.50143712.0881.11321.1350127200.7523017.32526711.17322226.84541010617110899140416058757.39935.983117.356925.6990061.20874.2013402.071029.2412.7059207.91148.06409.371074426.0630.88007.890713.432362.6997731.9818.672.00132.22817.32177095.624364.001.639287.982922.20053796.753107.8043368.210.41561454437117355993384000317.6109.67213.04013.642551975.352641.322677.6465522.4633490.0324288.340.86925593507941067.64141.13714.804625.3555256.24205.63353.7867.335.11246.8732906186.89246.81134.22350.47305.20842.099273.12521.382924.726726.063823.719232.908828.292827.993.043.3032.975.383.0043.482.9637.048.09219.3197120.169346127.99629616759832.260872950.164.67776.14712220011.464.1569793512031.4192315941.31814112505523.31917.505438.232516.8724.15420231.58141.8983130.85871312.9540.63293.5351617566.3423813.74628251.82825636.6944071032719668639615954358.28023.147135.051004.4644057.69461.9351734.20743.6957.63651106.71425.06724.856892252.6719.37236.658422.781931.5372941.2919.622.42146.4359.187513548.602198.181.225894.465231.26395399.30855.35651904.450.361414104106676709556608333244.94010.29421.88716.517184766.145059.025284.3494642.9943490.1538493.570.454221050706061073.76229.2769.0907324.7792229.53212.99400.2488.665.99652.3145305148.00124.6779.22211.37157.99841.323255.58838.103346.418446.908442.494659.050250.864833.105.865.5261.5810.325.5476.925.7162.515.54163.70723273.216224197.29377432444647.4347835650.717.60469.19512320022.664.1574348790827.5724643168.73208112535513.08917.750437.622497.8624.15120225.18139.7503147.90752112.4590.78310.4051727256.9203495.61228107.03625275.15939910276910118839415755157.82623.088117.726134.4891858.48559.4681793.75739.1638.74794106.89325.77224.871942238.0522.38309.976693.048661.5768742.8818.762.30129.6899.206653551.382197.811.257954.490391.26649399.29856.64651904.280.376222103513853708886554667232.0539.94922.53527.1060104107.995052.635310.16120961.9163393.3553978.900.445511199123571012.03527.5819.2621724.5437229.91215.64431.7689.555.95553.0405180347.63124.5979.00211.33158.13841.647258.34338.122246.175746.792042.761359.056350.976933.895.886.4062.510.425.5876.925.7162.515.625161.84631473.581913185.22973431988149.2463775319.588.43066.66712320011.364.2573483795715.3113554009.40533112525830.30970.383462.782661.6123.67620556.96133.4833318.97916611.2121.05340.7247866900.1932739.00223866.74021895.64343011227511459742716861954.19432.199117.866445.5968058.57821.9673089.341123.6812.0288173.38145.12718.316773985.1027.97797.407043.344272.3860631.5117.831.91142.50114.07476437.603639.271.470846.597782.16581662.75598.66642751.000.37822958172107396043727667301.5318.30714.01469011.352974.153033.2834708.6029919.010.77724642308681107.36638.73413.881824.2127256.02208.50315.5163.015.65351.5913394775.86215.91119.36310.51271.68796.578257.23225.121827.784430.565327.668536.752431.567530.223.633.9237.046.023.3647.623.33409.09211.941251117.151798129.030619096342.6521743281.584.19674.26511.660.6604857546028.3382964087.30289711845852.82975.081465.402657.6823.67120554.92134.8833315.29547112.0550.61313.3550377347.0793859.37928365.56824909.65543010787410229341216857155.45621.120140.439492.8531055.90436.8601579.11877.2076.8254090.263623.67294.494642063.2318.39296.386523.105301.6310640.3519.052.13159.4987.655613243.001842.971.303953.950671.25294332.31951.44291833.270.336426109753377784207102667230.85410.08822.66616.5282102113.055667.765973.1845188.2346295.790.401731073883441110.20428.1298.3474423.8207227.90211.05371.4882.656.45553.9616217541.22109.3470.22195.61142.81797.156241.06343.989450.946054.196449.106165.545256.459533.576.956.7966.6711.636.2190.916.4171.4317.44161.37681472.848426195.11148636872935.1449286330.938.94765.77211719025.260.8606436873066.7570124921.07709611825852.22974.458465.182654.2323.64520553.05134.9973331.37740311.7630.71324.3950136956.9013402.04627891.30123916.23042310887310589341516658055.27821.404123.814722.8908654.84534.3281640.45881.0877.7970890.398224.11474.494052064.0220.09099.713553.296151.6064140.6417.942.16143.6457.675173271.401844.781.344113.983931.25127337.88352.99791838.600.351719112362723783017150000216.8869.65323.43426.7025131794.235763.376088.0866470.5666865.450.388401229339301068.47226.5838.6679123.9077227.89216.00391.2582.876.39954.1356137841.33109.9170.12195.96143.31796.433246.15943.823851.198254.204149.281565.367956.506735.526.997.4466.6711.636.2590.916.4471.4317.54162.49561573.503828186.30603336807805.9275363972.327.46768.55811718911.860.6606548857060.9359302150.91765211826313.161051.111501.982867.4822.678128.8483510.2051599.1270.96330.3345476664.2542674.17521975.12220621.229457121277122410144018167351.44630.689118.093774.8317067.36765.7452846.121113.5411.2900166.98442.07587.696053716.9826.83916.795093.231212.3945130.4517.191.67144.64314.07805919.943497.471.462326.553741.96279637.37494.19372935.990.37103662891312428644090000308.7418.20315.31414.909771842.343194.183283.3874255.6737089.0532682.140.70709687620751063.70540.89812.686322.0167265.40199.08323.2065.406.03051.9173471069.80198.25110.67287.80246.31728.36123526.280028.773032.247429.206138.310033.049031.103.794.1138.466.253.52503.4642.879.49197.649505103.833099123.97910316653864.7681163432.164.11574.11810916411.246.2649164560887.76669653139.05777710766320.001051.936500.982868.6922.677129.9863514.6041069.3920.69321.8247116890.6063228.63326764.94123588.39744911687511249642817662352.69419.885122.224683.6596463.35496.8161517.44881.7837.4605086.539123.17724.358171893.7219.81439.524663.110021.6398638.3517.191.82142.6957.929123005.481766.351.240294.068471.13608320.06049.84371779.150.394455119715795840847880000221.5159.13724.78828.8542136046.536104.946284.65140090.3269175.1270893.410.362261338398961005.53027.3097.8270621.5896233.17221.31409.8885.147.03356.9826433138.79100.4766.39187.33129.01728.246226.07645.612153.230457.487051.785368.424158.694534.497.197.1569.5212.056.5390.916.6771.4318.18154.98075268.618272193.4424131821690.5507253430.287.48162.77610916411.245.9649693909916.49008624466.91122710738052.90822.108396.691909.6099.6884214.9440799.5660.51374.9051128999.7683492.99121743.32219555.057464132189141211142218462448.22726.597103.080172.4190645.50598.1872125.83724.6027.35038129.59530.82796.071172530.9617.72414.595501.845151.0855326.5117.052.54139.36210.75084454.222712.071.240014.978881.34096500.12083.36092063.420.30100785313242563265714333215.8377.28315.90120.168796192.054003.824730.2697414.0750840.7646438.580.46948938968991006.63529.3579.2136523.4206266.29247.86444.3096.934.09841.8424476052.28136.5581.64218.42177.57654.183201.22437.633942.597544.305540.184653.572046.143736.565.586.0254.399.385.1671.435.1862.514.22156.21593578.5794990.81975224658155.9565224875.472.81460.32613418619.865.4712140751908.5333813870.4330169788007.34815.179396.531909.43103.1124198.5146919.4720.33316.7554009170.2155550.05529523.64522022.805461127188129110941618361748.92117.341113.287721.7421344.03327.2761107.34458.4944.7157467.968817.34963.777691295.4810.96803.730311.498650.76527929.5317.542.75149.8635.719632382.111381.171.031152.914950.851007251.82642.91031166.690.30630915311349211184710714333178.7518.42227.34527.2072164568.746744.579334.31152798.5682390.2486029.320.256321485214491024.08422.4106.1179023.6432243.24246.96478.05118.885.20467.0848793731.0974.2053.69158.7299.21654.575198.50169.139278.553578.537970.054395.985782.316432.2910.0910.9199.2417.869.52136.909.88111.1127.03213.50596264.970654179.24090649151696.0579714631.384.03656.01413419120.465.3704453735555.9704054148.6882949798044.39821.177456.391963.03101.8724211.2108429.3320.35370.9653389329.4314402.82331368.93522456.612453125886132010641317860049.40316.915108.161581.7395044.68399.2401166.32469.4285.3542671.006021.00653.783191320.6012.33176.002641.446130.73175329.9217.082.60140.6105.812432540.741421.841.018903.077970.852518252.40643.85611211.210.29947315290686010997810497333167.6728.17925.98239.1562188359.366352.449339.04177387.18111939.62112350.470.24941164553317970.91621.3996.0566823.4941249.76251.63500.83118.374.83765.2958738831.1075.7353.96161.71100.51654.978200.869.264878.634278.767270.388395.270681.900932.9610.1510.9010017.869.52140.489.88108.3327.03214.95468764.750754185.45497750148418.0000004520.187.35556.15513318319.863.27085711063447.9239863301.67995898085.7116347.8584347.1650.61387.76554712164.52712656.37955609.50927292.35949.46512.849131.4941920.0021.7710.265.5922585195077.30629.98762.25480.27311230914570906.5977.6382333.1725133.31322.9673.967497525.6945.7544.63255.0176.32571.507184.08490.8786101.5194116.1626102.6648140.5892116.188953.5015.6115.4185.2320.6913.8995.9313.8996.9733.12310.85686986.473048263.10908767353263.7361115997.487.58414722619.457.7311284285712.30409525348.060657774OpenBenchmarking.org

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: aes256EPYC 2 7R32Xeon 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 8375C2K4K6K8K10KSE +/- 0.67, N = 3SE +/- 39.45, N = 3SE +/- 20.53, N = 3SE +/- 5.89, N = 3SE +/- 24.71, N = 3SE +/- 9.93, N = 3SE +/- 2.12, N = 3SE +/- 5.48, N = 3SE +/- 7.98, N = 3SE +/- 3.29, N = 3SE +/- 9.18, N = 3SE +/- 31.31, N = 3SE +/- 15.44, N = 34665.337070.605517.025523.315513.085830.305852.825852.226313.166320.008052.908007.348044.39MIN: 3372.31 / MAX: 7239.74MIN: 4721.3 / MAX: 11806.11MIN: 3740.26 / MAX: 9153.64MIN: 3739.77 / MAX: 9132.41MIN: 3744.15 / MAX: 9173.02MIN: 3880.03 / MAX: 9687.65MIN: 3956.27 / MAX: 9681.61MIN: 3943.77 / MAX: 9693.14MIN: 4256.89 / MAX: 10467.36MIN: 4254.97 / MAX: 10469.4MIN: 5267.38 / MAX: 13669.67MIN: 5102.53 / MAX: 13668.47MIN: 5265.65 / MAX: 13663.691. (CC) gcc options: -O2 -ggdb3 -lnettle -lgmp -lm -lcrypto
OpenBenchmarking.orgMbyte/s, More Is BetterNettle 3.5.1Test: aes256EPYC 2 7R32Xeon 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 8375C14002800420056007000Min: 4664.01 / Avg: 4665.33 / Max: 4666.19Min: 6994.22 / Avg: 7070.6 / Max: 7125.93Min: 5475.95 / Avg: 5517.02 / Max: 5537.71Min: 5512.18 / Avg: 5523.31 / Max: 5532.23Min: 5464.64 / Avg: 5513.08 / Max: 5545.74Min: 5814.5 / Avg: 5830.3 / Max: 5848.61Min: 5848.68 / Avg: 5852.82 / Max: 5855.66Min: 5841.51 / Avg: 5852.22 / Max: 5859.64Min: 6298.38 / Avg: 6313.16 / Max: 6325.78Min: 6313.64 / Avg: 6320 / Max: 6324.62Min: 8034.68 / Avg: 8052.9 / Max: 8063.98Min: 7945.38 / Avg: 8007.34 / Max: 8046.13Min: 8013.52 / Avg: 8044.39 / Max: 8060.021. (CC) gcc options: -O2 -ggdb3 -lnettle -lgmp -lm -lcrypto

OpenBenchmarking.orgMbyte/s, More Is BetterNettle 3.5.1Test: chachaEPYC 2 7R32Xeon 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 8375C30060090012001500SE +/- 0.08, N = 3SE +/- 5.99, N = 3SE +/- 1.52, N = 3SE +/- 4.18, N = 3SE +/- 4.50, N = 3SE +/- 2.25, N = 3SE +/- 0.28, N = 3SE +/- 0.37, N = 3SE +/- 0.86, N = 3SE +/- 0.37, N = 3SE +/- 9.77, N = 3SE +/- 6.97, N = 3SE +/- 8.54, N = 3750.361172.15920.51917.51917.75970.38975.08974.461051.111051.94822.11815.18821.18MIN: 382.32 / MAX: 2047.21MIN: 567.45 / MAX: 3234.29MIN: 461.1 / MAX: 2517.2MIN: 463.47 / MAX: 2517.16MIN: 461.99 / MAX: 2517.41MIN: 491.16 / MAX: 2661.13MIN: 495.02 / MAX: 2662.01MIN: 494.65 / MAX: 2659.52MIN: 532.77 / MAX: 2871.25MIN: 535.04 / MAX: 2870.94MIN: 419.2 / MAX: 2294.54MIN: 418.76 / MAX: 2286.72MIN: 418.33 / MAX: 2284.81. (CC) gcc options: -O2 -ggdb3 -lnettle -lgmp -lm -lcrypto
OpenBenchmarking.orgMbyte/s, More Is BetterNettle 3.5.1Test: chachaEPYC 2 7R32Xeon 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 8375C2004006008001000Min: 750.2 / Avg: 750.36 / Max: 750.46Min: 1160.25 / Avg: 1172.15 / Max: 1179.22Min: 917.48 / Avg: 920.51 / Max: 922.1Min: 909.16 / Avg: 917.5 / Max: 921.92Min: 908.75 / Avg: 917.75 / Max: 922.25Min: 965.97 / Avg: 970.38 / Max: 973.37Min: 974.53 / Avg: 975.08 / Max: 975.37Min: 973.75 / Avg: 974.46 / Max: 974.97Min: 1049.66 / Avg: 1051.11 / Max: 1052.62Min: 1051.27 / Avg: 1051.94 / Max: 1052.56Min: 802.56 / Avg: 822.11 / Max: 832.09Min: 807.25 / Avg: 815.18 / Max: 829.08Min: 804.09 / Avg: 821.18 / Max: 829.91. (CC) gcc options: -O2 -ggdb3 -lnettle -lgmp -lm -lcrypto

OpenBenchmarking.orgMbyte/s, More Is BetterNettle 3.5.1Test: sha512EPYC 2 7R32Xeon 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 8375C120240360480600SE +/- 0.28, N = 3SE +/- 2.72, N = 3SE +/- 2.12, N = 3SE +/- 1.80, N = 3SE +/- 2.61, N = 3SE +/- 1.50, N = 3SE +/- 0.20, N = 3SE +/- 0.19, N = 3SE +/- 0.15, N = 3SE +/- 0.97, N = 3SE +/- 0.08, N = 3SE +/- 0.13, N = 3SE +/- 9.89, N = 15478.09550.93436.73438.23437.62462.78465.40465.18501.98500.98396.69396.53456.391. (CC) gcc options: -O2 -ggdb3 -lnettle -lgmp -lm -lcrypto
OpenBenchmarking.orgMbyte/s, More Is BetterNettle 3.5.1Test: sha512EPYC 2 7R32Xeon 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 8375C100200300400500Min: 477.59 / Avg: 478.09 / Max: 478.54Min: 546.06 / Avg: 550.93 / Max: 555.47Min: 432.7 / Avg: 436.73 / Max: 439.88Min: 434.63 / Avg: 438.23 / Max: 440.18Min: 432.41 / Avg: 437.62 / Max: 440.54Min: 460.11 / Avg: 462.78 / Max: 465.31Min: 465.02 / Avg: 465.4 / Max: 465.67Min: 464.87 / Avg: 465.18 / Max: 465.54Min: 501.69 / Avg: 501.98 / Max: 502.15Min: 499.04 / Avg: 500.98 / Max: 501.99Min: 396.54 / Avg: 396.69 / Max: 396.79Min: 396.28 / Avg: 396.53 / Max: 396.69Min: 391.06 / Avg: 456.39 / Max: 479.031. (CC) gcc options: -O2 -ggdb3 -lnettle -lgmp -lm -lcrypto

OpenBenchmarking.orgMbyte/s, More Is BetterNettle 3.5.1Test: poly1305-aesEPYC 2 7R32Xeon 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 8375C7001400210028003500SE +/- 0.71, N = 3SE +/- 24.77, N = 3SE +/- 12.50, N = 3SE +/- 0.36, N = 3SE +/- 15.23, N = 3SE +/- 12.97, N = 3SE +/- 2.42, N = 3SE +/- 3.72, N = 3SE +/- 0.87, N = 3SE +/- 1.10, N = 3SE +/- 2.47, N = 3SE +/- 2.03, N = 3SE +/- 35.93, N = 152046.353207.982492.482516.872497.862661.612657.682654.232867.482868.691909.601909.431963.031. (CC) gcc options: -O2 -ggdb3 -lnettle -lgmp -lm -lcrypto
OpenBenchmarking.orgMbyte/s, More Is BetterNettle 3.5.1Test: poly1305-aesEPYC 2 7R32Xeon 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 8375C6001200180024003000Min: 2045.04 / Avg: 2046.35 / Max: 2047.5Min: 3158.5 / Avg: 3207.98 / Max: 3234.91Min: 2467.78 / Avg: 2492.48 / Max: 2508.13Min: 2516.19 / Avg: 2516.87 / Max: 2517.41Min: 2468.03 / Avg: 2497.86 / Max: 2518.09Min: 2639 / Avg: 2661.61 / Max: 2683.91Min: 2652.88 / Avg: 2657.68 / Max: 2660.67Min: 2650.24 / Avg: 2654.23 / Max: 2661.67Min: 2866.43 / Avg: 2867.48 / Max: 2869.22Min: 2867.47 / Avg: 2868.69 / Max: 2870.88Min: 1905.19 / Avg: 1909.6 / Max: 1913.74Min: 1905.39 / Avg: 1909.43 / Max: 1911.78Min: 1903.07 / Avg: 1963.03 / Max: 2307.151. (CC) gcc options: -O2 -ggdb3 -lnettle -lgmp -lm -lcrypto

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 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 8280612182430SE +/- 0.03, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 318.5124.1924.1524.1523.6823.6723.6522.6822.681. (CXX) g++ options: -march=native -O3 -lpthread
OpenBenchmarking.orgcycles/hash, Fewer Is BetterSMHasher 2020-02-29Hash: wyhashXeon 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 8280612182430Min: 18.45 / Avg: 18.51 / Max: 18.56Min: 24.17 / Avg: 24.19 / Max: 24.21Min: 24.15 / Avg: 24.15 / Max: 24.16Min: 24.15 / Avg: 24.15 / Max: 24.15Min: 23.66 / Avg: 23.68 / Max: 23.7Min: 23.66 / Avg: 23.67 / Max: 23.68Min: 23.65 / Avg: 23.65 / Max: 23.65Min: 22.68 / Avg: 22.68 / Max: 22.68Min: 22.68 / Avg: 22.68 / Max: 22.681. (CXX) g++ options: -march=native -O3 -lpthread

OpenBenchmarking.orgMiB/sec, More Is BetterSMHasher 2020-02-29Hash: wyhashXeon 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 8272CL6K12K18K24K30KSE +/- 105.54, N = 3SE +/- 8.73, N = 3SE +/- 0.70, N = 3SE +/- 6.86, N = 3SE +/- 3.98, N = 3SE +/- 5.31, N = 3SE +/- 4.10, N = 326298.7720221.2520231.5820225.1820556.9620554.9220553.051. (CXX) g++ options: -march=native -O3 -lpthread
OpenBenchmarking.orgMiB/sec, More Is BetterSMHasher 2020-02-29Hash: wyhashXeon 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 8272CL5K10K15K20K25KMin: 26187.34 / Avg: 26298.77 / Max: 26509.74Min: 20204.57 / Avg: 20221.25 / Max: 20234.08Min: 20230.77 / Avg: 20231.58 / Max: 20232.97Min: 20211.48 / Avg: 20225.18 / Max: 20232.59Min: 20550.28 / Avg: 20556.96 / Max: 20564.04Min: 20546.12 / Avg: 20554.92 / Max: 20564.47Min: 20548.94 / Avg: 20553.05 / Max: 20561.251. (CXX) g++ options: -march=native -O3 -lpthread

Timed MrBayes Analysis

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

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed MrBayes Analysis 3.2.7Primate Phylogeny AnalysisEPYC 2 7R32Xeon 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 8375C2 x Xeon Platinum 8490H SNC 2306090120150SE +/- 0.68, N = 3SE +/- 0.13, N = 3SE +/- 0.18, N = 3SE +/- 1.87, N = 3SE +/- 0.32, N = 3SE +/- 0.09, N = 3SE +/- 0.45, N = 3SE +/- 0.99, N = 3SE +/- 0.01, N = 3SE +/- 0.37, N = 3SE +/- 0.43, N = 3SE +/- 0.96, N = 12SE +/- 0.68, N = 3SE +/- 0.33, N = 392.36143.35138.85141.90139.75133.48134.88135.00128.85129.9999.69103.11101.8785.71-msse4a -msha-mavx512f -mavx512cd -mavx512vl -mavx512bw -mavx512dq -mmpx -lreadline-mavx512f -mavx512cd -mavx512vl -mavx512bw -mavx512dq -mmpx-mavx512f -mavx512cd -mavx512vl -mavx512bw -mavx512dq -mmpx-mavx512f -mavx512cd -mavx512vl -mavx512bw -mavx512dq -mmpx-mavx512f -mavx512cd -mavx512vl -mavx512bw -mavx512dq -mmpx-mavx512f -mavx512cd -mavx512vl -mavx512bw -mavx512dq -mmpx-mavx512f -mavx512cd -mavx512vl -mavx512bw -mavx512dq -mmpx-mavx512f -mavx512cd -mavx512vl -mavx512bw -mavx512dq -mmpx-mavx512f -mavx512cd -mavx512vl -mavx512bw -mavx512dq -mmpx-msha -mavx512f -mavx512cd -mavx512vl -mavx512bw -mavx512dq -mavx512ifma -mavx512vbmi-msha -mavx512f -mavx512cd -mavx512vl -mavx512bw -mavx512dq -mavx512ifma -mavx512vbmi-msha -mavx512f -mavx512cd -mavx512vl -mavx512bw -mavx512dq -mavx512ifma -mavx512vbmi-msha -mavx512f -mavx512cd -mavx512vl -mavx512bw -mavx512dq -mavx512ifma -mavx512vbmi1. (CC) gcc options: -mmmx -msse -msse2 -msse3 -mssse3 -msse4.1 -msse4.2 -maes -mavx -mfma -mavx2 -mrdrnd -mbmi -mbmi2 -madx -mabm -O3 -std=c99 -pedantic -lm
OpenBenchmarking.orgSeconds, Fewer Is BetterTimed MrBayes Analysis 3.2.7Primate Phylogeny AnalysisEPYC 2 7R32Xeon 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 8375C2 x Xeon Platinum 8490H SNC 2306090120150Min: 91.04 / Avg: 92.36 / Max: 93.3Min: 143.12 / Avg: 143.35 / Max: 143.56Min: 138.48 / Avg: 138.85 / Max: 139.04Min: 139.92 / Avg: 141.9 / Max: 145.63Min: 139.11 / Avg: 139.75 / Max: 140.09Min: 133.39 / Avg: 133.48 / Max: 133.66Min: 134.21 / Avg: 134.88 / Max: 135.74Min: 133.97 / Avg: 135 / Max: 136.98Min: 128.84 / Avg: 128.85 / Max: 128.87Min: 129.3 / Avg: 129.99 / Max: 130.57Min: 99.07 / Avg: 99.69 / Max: 100.51Min: 100.36 / Avg: 103.11 / Max: 113.25Min: 100.95 / Avg: 101.87 / Max: 103.19Min: 85.37 / Avg: 85.71 / Max: 86.371. (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

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 SolverEPYC 2 7R32Xeon 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 8375C2 x Xeon Platinum 8490H SNC 214002800420056007000SE +/- 22.45, N = 3SE +/- 3.72, N = 3SE +/- 1.29, N = 3SE +/- 2.97, N = 3SE +/- 1.57, N = 3SE +/- 6.12, N = 3SE +/- 10.51, N = 3SE +/- 1.29, N = 3SE +/- 4.11, N = 3SE +/- 5.39, N = 3SE +/- 1.99, N = 3SE +/- 6.81, N = 3SE +/- 0.44, N = 3SE +/- 2.56, N = 33769.723866.093152.503130.863147.913318.983315.303331.383510.213514.604214.944198.514211.216347.861. (CC) gcc options: -O3 -mavx2
OpenBenchmarking.orgMFLOPS, More Is BetterHimeno Benchmark 3.0Poisson Pressure SolverEPYC 2 7R32Xeon 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 8375C2 x Xeon Platinum 8490H SNC 211002200330044005500Min: 3732.18 / Avg: 3769.72 / Max: 3809.83Min: 3859.6 / Avg: 3866.09 / Max: 3872.48Min: 3150.18 / Avg: 3152.5 / Max: 3154.62Min: 3125.29 / Avg: 3130.86 / Max: 3135.46Min: 3145.87 / Avg: 3147.91 / Max: 3150.99Min: 3306.8 / Avg: 3318.98 / Max: 3326.1Min: 3294.28 / Avg: 3315.3 / Max: 3326.23Min: 3328.88 / Avg: 3331.38 / Max: 3333.23Min: 3502.88 / Avg: 3510.21 / Max: 3517.08Min: 3503.89 / Avg: 3514.6 / Max: 3520.98Min: 4210.96 / Avg: 4214.94 / Max: 4217.12Min: 4190.4 / Avg: 4198.51 / Max: 4212.05Min: 4210.39 / Avg: 4211.21 / Max: 4211.89Min: 6342.79 / Avg: 6347.86 / Max: 6351.011. (CC) gcc options: -O3 -mavx2

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 0.22.1EPYC 2 7R32Xeon 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 8375C2 x Xeon Platinum 8490H SNC 23691215SE +/- 0.037, N = 3SE +/- 0.035, N = 3SE +/- 0.056, N = 3SE +/- 0.043, N = 3SE +/- 0.039, N = 3SE +/- 0.026, N = 3SE +/- 0.047, N = 3SE +/- 0.025, N = 3SE +/- 0.042, N = 3SE +/- 0.122, N = 3SE +/- 0.053, N = 3SE +/- 0.058, N = 3SE +/- 0.032, N = 3SE +/- 0.089, N = 1310.4199.66112.08812.95412.45911.21212.05511.7639.1279.3929.5669.4729.3327.165
OpenBenchmarking.orgSeconds, Fewer Is BetterScikit-Learn 0.22.1EPYC 2 7R32Xeon 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 8375C2 x Xeon Platinum 8490H SNC 248121620Min: 10.37 / Avg: 10.42 / Max: 10.49Min: 9.62 / Avg: 9.66 / Max: 9.73Min: 12 / Avg: 12.09 / Max: 12.19Min: 12.91 / Avg: 12.95 / Max: 13.04Min: 12.39 / Avg: 12.46 / Max: 12.53Min: 11.17 / Avg: 11.21 / Max: 11.26Min: 11.97 / Avg: 12.06 / Max: 12.14Min: 11.72 / Avg: 11.76 / Max: 11.8Min: 9.06 / Avg: 9.13 / Max: 9.2Min: 9.19 / Avg: 9.39 / Max: 9.61Min: 9.5 / Avg: 9.57 / Max: 9.67Min: 9.36 / Avg: 9.47 / Max: 9.55Min: 9.27 / Avg: 9.33 / Max: 9.37Min: 7.03 / Avg: 7.17 / Max: 8.24

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 HydrodynamicsEPYC 2 7R32Xeon 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 8375C2 x Xeon Platinum 8490H SNC 20.25650.5130.76951.0261.2825SE +/- 0.00, N = 3SE +/- 0.02, N = 15SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.03, N = 15SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.02, N = 15SE +/- 0.00, N = 3SE +/- 0.02, N = 15SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 15SE +/- 0.04, N = 150.361.141.110.630.781.050.610.710.960.690.510.330.350.611. (F9X) gfortran options: -O3 -march=native -funroll-loops -fopenmp
OpenBenchmarking.orgSeconds, Fewer Is BetterCloverLeafLagrangian-Eulerian HydrodynamicsEPYC 2 7R32Xeon 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 8375C2 x Xeon Platinum 8490H SNC 2246810Min: 0.35 / Avg: 0.36 / Max: 0.36Min: 1.04 / Avg: 1.14 / Max: 1.24Min: 1.11 / Avg: 1.11 / Max: 1.12Min: 0.63 / Avg: 0.63 / Max: 0.64Min: 0.59 / Avg: 0.78 / Max: 0.95Min: 1.05 / Avg: 1.05 / Max: 1.06Min: 0.6 / Avg: 0.61 / Max: 0.61Min: 0.52 / Avg: 0.71 / Max: 0.9Min: 0.96 / Avg: 0.96 / Max: 0.96Min: 0.53 / Avg: 0.69 / Max: 0.75Min: 0.51 / Avg: 0.51 / Max: 0.51Min: 0.32 / Avg: 0.33 / Max: 0.34Min: 0.31 / Avg: 0.35 / Max: 0.47Min: 0.54 / Avg: 0.61 / Max: 1.031. (F9X) gfortran options: -O3 -march=native -funroll-loops -fopenmp

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 BenchmarkEPYC 2 7R32Xeon 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 8375C2 x Xeon Platinum 8490H SNC 280160240320400SE +/- 1.14, N = 3SE +/- 2.73, N = 3SE +/- 0.75, N = 3SE +/- 3.32, N = 3SE +/- 0.76, N = 3SE +/- 0.38, N = 3SE +/- 4.33, N = 3SE +/- 1.12, N = 3SE +/- 2.42, N = 3SE +/- 3.00, N = 3SE +/- 1.61, N = 3SE +/- 4.12, N = 3SE +/- 0.82, N = 3SE +/- 4.67, N = 6323.58367.56321.13293.53310.40340.72313.35324.39330.33321.82374.90316.75370.96387.76
OpenBenchmarking.orgScore, More Is BetterNumpy BenchmarkEPYC 2 7R32Xeon 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 8375C2 x Xeon Platinum 8490H SNC 270140210280350Min: 321.84 / Avg: 323.58 / Max: 325.72Min: 362.41 / Avg: 367.56 / Max: 371.7Min: 319.91 / Avg: 321.13 / Max: 322.49Min: 287.96 / Avg: 293.53 / Max: 299.44Min: 308.9 / Avg: 310.4 / Max: 311.36Min: 340.01 / Avg: 340.72 / Max: 341.3Min: 306.21 / Avg: 313.35 / Max: 321.18Min: 322.26 / Avg: 324.39 / Max: 326.04Min: 327.88 / Avg: 330.33 / Max: 335.16Min: 315.83 / Avg: 321.82 / Max: 324.87Min: 373.25 / Avg: 374.9 / Max: 378.11Min: 311.95 / Avg: 316.75 / Max: 324.96Min: 369.37 / Avg: 370.96 / Max: 372.13Min: 366.45 / Avg: 387.76 / Max: 400.93

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: JythonEPYC 2 7R32Xeon 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 8375C2 x Xeon Platinum 8490H SNC 212002400360048006000SE +/- 10.59, N = 4SE +/- 10.08, N = 4SE +/- 22.03, N = 4SE +/- 11.32, N = 4SE +/- 56.00, N = 4SE +/- 15.06, N = 4SE +/- 25.41, N = 4SE +/- 37.95, N = 4SE +/- 15.39, N = 4SE +/- 19.30, N = 4SE +/- 7.82, N = 4SE +/- 43.39, N = 4SE +/- 24.79, N = 4SE +/- 122.42, N = 2052464321501251615172478650375013454747115112540053385547
OpenBenchmarking.orgmsec, Fewer Is BetterDaCapo Benchmark 9.12-MR1Java Test: JythonEPYC 2 7R32Xeon 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 8375C2 x Xeon Platinum 8490H SNC 210002000300040005000Min: 5217 / Avg: 5246 / Max: 5267Min: 4296 / Avg: 4321.25 / Max: 4344Min: 4968 / Avg: 5012 / Max: 5072Min: 5129 / Avg: 5161.25 / Max: 5182Min: 5064 / Avg: 5172 / Max: 5327Min: 4761 / Avg: 4786 / Max: 4827Min: 4982 / Avg: 5036.5 / Max: 5099Min: 4928 / Avg: 5013 / Max: 5112Min: 4516 / Avg: 4547.25 / Max: 4583Min: 4673 / Avg: 4710.5 / Max: 4755Min: 5097 / Avg: 5112 / Max: 5134Min: 5282 / Avg: 5400.25 / Max: 5490Min: 5277 / Avg: 5337.75 / Max: 5396Min: 3572 / Avg: 5546.65 / Max: 5998

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 DottyEPYC 2 7R32Xeon 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 8375C2 x Xeon Platinum 8490H SNC 23K6K9K12K15KSE +/- 29.54, N = 5SE +/- 31.93, N = 5SE +/- 35.89, N = 5SE +/- 54.97, N = 5SE +/- 20.56, N = 5SE +/- 26.00, N = 5SE +/- 75.43, N = 8SE +/- 29.10, N = 5SE +/- 19.31, N = 5SE +/- 56.89, N = 13SE +/- 89.20, N = 5SE +/- 117.56, N = 25SE +/- 114.80, N = 25SE +/- 70.46, N = 56577.346970.907200.757566.347256.926900.197347.086956.906664.256890.618999.779170.229329.4312164.53
OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.10.0Test: Scala DottyEPYC 2 7R32Xeon 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 8375C2 x Xeon Platinum 8490H SNC 22K4K6K8K10KMin: 6535.3 / Avg: 6577.34 / Max: 6691.79Min: 6856.98 / Avg: 6970.9 / Max: 7034.61Min: 7071.14 / Avg: 7200.75 / Max: 7290.46Min: 7430.71 / Avg: 7566.34 / Max: 7748.52Min: 7179.99 / Avg: 7256.92 / Max: 7299.88Min: 6804.7 / Avg: 6900.19 / Max: 6947.99Min: 7219.92 / Avg: 7347.08 / Max: 7867.21Min: 6897.77 / Avg: 6956.9 / Max: 7067.41Min: 6625.19 / Avg: 6664.25 / Max: 6730.91Min: 6633.44 / Avg: 6890.61 / Max: 7222.02Min: 8725.95 / Avg: 8999.77 / Max: 9230.82Min: 7943.15 / Avg: 9170.21 / Max: 10062.61Min: 7953.73 / Avg: 9329.43 / Max: 10245.75Min: 12002.58 / Avg: 12164.53 / Max: 12369.69

OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.10.0Test: Apache Spark BayesEPYC 2 7R32Xeon 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 8375C2 x Xeon Platinum 8490H SNC 23K6K9K12K15KSE +/- 26.28, N = 25SE +/- 30.38, N = 7SE +/- 26.07, N = 25SE +/- 55.66, N = 25SE +/- 47.41, N = 25SE +/- 18.35, N = 20SE +/- 77.21, N = 20SE +/- 41.01, N = 25SE +/- 19.41, N = 5SE +/- 36.17, N = 25SE +/- 39.37, N = 7SE +/- 172.31, N = 25SE +/- 90.83, N = 25SE +/- 152.31, N = 63057.062743.623017.333813.753495.612739.003859.383402.052674.183228.633492.995550.064402.8212656.38
OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.10.0Test: Apache Spark BayesEPYC 2 7R32Xeon 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 8375C2 x Xeon Platinum 8490H SNC 22K4K6K8K10KMin: 2812.96 / Avg: 3057.06 / Max: 3353.22Min: 2662.71 / Avg: 2743.62 / Max: 2836.64Min: 2788.54 / Avg: 3017.32 / Max: 3250.06Min: 3304 / Avg: 3813.75 / Max: 4433.74Min: 3067.83 / Avg: 3495.61 / Max: 3946.94Min: 2537.71 / Avg: 2739 / Max: 2861.34Min: 3245.41 / Avg: 3859.38 / Max: 4389.26Min: 3072.76 / Avg: 3402.05 / Max: 3761.87Min: 2631.66 / Avg: 2674.17 / Max: 2733.84Min: 2904.06 / Avg: 3228.63 / Max: 3568.15Min: 3386.83 / Avg: 3492.99 / Max: 3656.75Min: 4185.23 / Avg: 5550.05 / Max: 7004.97Min: 3664.92 / Avg: 4402.82 / Max: 5504.09Min: 12175.54 / Avg: 12656.38 / Max: 13245.74

OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.10.0Test: Savina Reactors.IOEPYC 2 7R32Xeon 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 8375C2 x Xeon Platinum 8490H SNC 212K24K36K48K60KSE +/- 365.25, N = 20SE +/- 599.32, N = 25SE +/- 428.64, N = 25SE +/- 502.20, N = 25SE +/- 482.43, N = 25SE +/- 642.38, N = 25SE +/- 618.01, N = 25SE +/- 484.84, N = 25SE +/- 593.14, N = 25SE +/- 474.27, N = 25SE +/- 414.26, N = 25SE +/- 472.37, N = 25SE +/- 695.27, N = 20SE +/- 879.29, N = 2519303.5625186.6726711.1728251.8328107.0423866.7428365.5727891.3021975.1226764.9421743.3229523.6531368.9455609.51
OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.10.0Test: Savina Reactors.IOEPYC 2 7R32Xeon 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 8375C2 x Xeon Platinum 8490H SNC 210K20K30K40K50KMin: 16941.93 / Avg: 19303.56 / Max: 22791.25Min: 16222.27 / Avg: 25186.67 / Max: 29726.62Min: 23238.74 / Avg: 26711.17 / Max: 31285.36Min: 24552.08 / Avg: 28251.83 / Max: 32428.24Min: 21225.5 / Avg: 28107.04 / Max: 31990.96Min: 19628.66 / Avg: 23866.74 / Max: 30223.57Min: 21153.9 / Avg: 28365.57 / Max: 35109.89Min: 21914.78 / Avg: 27891.3 / Max: 30946.97Min: 17734.61 / Avg: 21975.12 / Max: 28898.8Min: 22718.24 / Avg: 26764.94 / Max: 32273.84Min: 17690.32 / Avg: 21743.32 / Max: 26735.59Min: 25669.4 / Avg: 29523.65 / Max: 36877.85Min: 27601.39 / Avg: 31368.93 / Max: 39794.69Min: 46015.97 / Avg: 55609.51 / Max: 65084.18

OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.10.0Test: Apache Spark PageRankEPYC 2 7R32Xeon 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 8375C2 x Xeon Platinum 8490H SNC 26K12K18K24K30KSE +/- 198.48, N = 5SE +/- 165.27, N = 5SE +/- 154.16, N = 5SE +/- 232.21, N = 5SE +/- 278.82, N = 5SE +/- 170.65, N = 5SE +/- 205.74, N = 5SE +/- 167.92, N = 5SE +/- 169.44, N = 5SE +/- 286.23, N = 6SE +/- 173.94, N = 5SE +/- 263.18, N = 5SE +/- 172.53, N = 25SE +/- 405.55, N = 2521641.9521015.5422226.8525636.6925275.1621895.6424909.6623916.2320621.2323588.4019555.0622022.8122456.6127292.36
OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.10.0Test: Apache Spark PageRankEPYC 2 7R32Xeon 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 8375C2 x Xeon Platinum 8490H SNC 25K10K15K20K25KMin: 21188.56 / Avg: 21641.95 / Max: 22308.48Min: 20617.47 / Avg: 21015.54 / Max: 21375.43Min: 21898.6 / Avg: 22226.84 / Max: 22668.29Min: 24996.34 / Avg: 25636.69 / Max: 26360.96Min: 24673.01 / Avg: 25275.16 / Max: 26106.17Min: 21465.47 / Avg: 21895.64 / Max: 22329.02Min: 24500.95 / Avg: 24909.66 / Max: 25508.44Min: 23499.33 / Avg: 23916.23 / Max: 24325.61Min: 20260.86 / Avg: 20621.23 / Max: 21111.98Min: 22908.4 / Avg: 23588.4 / Max: 24539.07Min: 18882.03 / Avg: 19555.06 / Max: 19882.76Min: 21311.94 / Avg: 22022.8 / Max: 22847.32Min: 20916.5 / Avg: 22456.61 / Max: 23783.74Min: 23803.03 / Avg: 27292.36 / Max: 32516.49

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: CompressionEPYC 2 7R32Xeon 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 8375C110220330440550SE +/- 1.00, N = 3SE +/- 0.33, N = 3SE +/- 2.33, N = 3SE +/- 2.33, N = 3SE +/- 2.19, N = 3SE +/- 1.00, N = 3SE +/- 0.58, N = 3SE +/- 0.33, N = 3SE +/- 0.33, N = 34185084104073994304304234574494644614531. (CXX) g++ options: -pthread -fomit-frame-pointer -fstrict-aliasing -ffast-math -O3
OpenBenchmarking.orgMB/s, More Is Betterlzbench 1.8Test: Zstd 1 - Process: CompressionEPYC 2 7R32Xeon 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 8375C90180270360450Min: 506 / Avg: 508 / Max: 509Min: 409 / Avg: 409.67 / Max: 410Min: 402 / Avg: 406.67 / Max: 409Min: 394 / Avg: 398.67 / Max: 401Min: 426 / Avg: 430.33 / Max: 433Min: 421 / Avg: 423 / Max: 424Min: 456 / Avg: 457 / Max: 458Min: 461 / Avg: 461.33 / Max: 462Min: 452 / Avg: 452.67 / Max: 4531. (CXX) g++ options: -pthread -fomit-frame-pointer -fstrict-aliasing -ffast-math -O3

OpenBenchmarking.orgMB/s, More Is Betterlzbench 1.8Test: Zstd 1 - Process: DecompressionEPYC 2 7R32Xeon 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 8375C30060090012001500SE +/- 2.65, N = 3SE +/- 0.67, N = 3SE +/- 0.67, N = 3SE +/- 6.01, N = 3SE +/- 5.03, N = 3SE +/- 2.00, N = 3SE +/- 0.58, N = 3SE +/- 0.67, N = 3SE +/- 1.53, N = 311481299106110321027112210781088121211681321127112581. (CXX) g++ options: -pthread -fomit-frame-pointer -fstrict-aliasing -ffast-math -O3
OpenBenchmarking.orgMB/s, More Is Betterlzbench 1.8Test: Zstd 1 - Process: DecompressionEPYC 2 7R32Xeon 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 8375C2004006008001000Min: 1294 / Avg: 1299 / Max: 1303Min: 1031 / Avg: 1032.33 / Max: 1033Min: 1026 / Avg: 1027.33 / Max: 1028Min: 1070 / Avg: 1078.33 / Max: 1090Min: 1082 / Avg: 1088 / Max: 1098Min: 1164 / Avg: 1168 / Max: 1170Min: 1320 / Avg: 1321 / Max: 1322Min: 1270 / Avg: 1270.67 / Max: 1272Min: 1255 / Avg: 1258 / Max: 12601. (CXX) g++ options: -pthread -fomit-frame-pointer -fstrict-aliasing -ffast-math -O3

OpenBenchmarking.orgMB/s, More Is Betterlzbench 1.8Test: Zstd 8 - Process: CompressionEPYC 2 7R32Xeon 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 8375C20406080100838471716975747377758988861. (CXX) g++ options: -pthread -fomit-frame-pointer -fstrict-aliasing -ffast-math -O3

OpenBenchmarking.orgMB/s, More Is Betterlzbench 1.8Test: Zstd 8 - Process: DecompressionEPYC 2 7R32Xeon 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 8375C30060090012001500SE +/- 1.45, N = 3SE +/- 0.67, N = 3SE +/- 11.50, N = 3SE +/- 1.53, N = 3SE +/- 0.88, N = 3SE +/- 1.00, N = 3SE +/- 0.58, N = 3SE +/- 1.53, N = 3SE +/- 0.58, N = 31266129810899661011114510221058122411241412129113201. (CXX) g++ options: -pthread -fomit-frame-pointer -fstrict-aliasing -ffast-math -O3
OpenBenchmarking.orgMB/s, More Is Betterlzbench 1.8Test: Zstd 8 - Process: DecompressionEPYC 2 7R32Xeon 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 8375C2004006008001000Min: 1296 / Avg: 1298.33 / Max: 1301Min: 1088 / Avg: 1089.33 / Max: 1090Min: 943 / Avg: 966 / Max: 978Min: 1009 / Avg: 1011 / Max: 1014Min: 1144 / Avg: 1145.33 / Max: 1147Min: 1021 / Avg: 1022 / Max: 1024Min: 1223 / Avg: 1224 / Max: 1225Min: 1122 / Avg: 1124 / Max: 1127Min: 1411 / Avg: 1412 / Max: 14131. (CXX) g++ options: -pthread -fomit-frame-pointer -fstrict-aliasing -ffast-math -O3

OpenBenchmarking.orgMB/s, More Is Betterlzbench 1.8Test: Crush 0 - Process: CompressionEPYC 2 7R32Xeon 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 8375C20406080100SE +/- 0.58, N = 3SE +/- 1.00, N = 3SE +/- 0.33, N = 3SE +/- 0.33, N = 3SE +/- 0.33, N = 3SE +/- 1.00, N = 3SE +/- 0.33, N = 381109918688979393101961111091061. (CXX) g++ options: -pthread -fomit-frame-pointer -fstrict-aliasing -ffast-math -O3
OpenBenchmarking.orgMB/s, More Is Betterlzbench 1.8Test: Crush 0 - Process: CompressionEPYC 2 7R32Xeon 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 8375C20406080100Min: 80 / Avg: 81 / Max: 82Min: 108 / Avg: 109 / Max: 111Min: 87 / Avg: 87.67 / Max: 88Min: 93 / Avg: 93.33 / Max: 94Min: 100 / Avg: 100.67 / Max: 101Min: 108 / Avg: 109 / Max: 111Min: 106 / Avg: 106.33 / Max: 1071. (CXX) g++ options: -pthread -fomit-frame-pointer -fstrict-aliasing -ffast-math -O3

OpenBenchmarking.orgMB/s, More Is Betterlzbench 1.8Test: Crush 0 - Process: DecompressionEPYC 2 7R32Xeon 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 8375C110220330440550SE +/- 0.58, N = 3SE +/- 0.67, N = 3SE +/- 0.33, N = 3SE +/- 0.33, N = 3SE +/- 0.33, N = 33805094043963944274124154404284224164131. (CXX) g++ options: -pthread -fomit-frame-pointer -fstrict-aliasing -ffast-math -O3
OpenBenchmarking.orgMB/s, More Is Betterlzbench 1.8Test: Crush 0 - Process: DecompressionEPYC 2 7R32Xeon 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 8375C90180270360450Min: 426 / Avg: 427 / Max: 428Min: 411 / Avg: 411.67 / Max: 413Min: 415 / Avg: 415.33 / Max: 416Min: 428 / Avg: 428.33 / Max: 429Min: 421 / Avg: 421.67 / Max: 4221. (CXX) g++ options: -pthread -fomit-frame-pointer -fstrict-aliasing -ffast-math -O3

OpenBenchmarking.orgMB/s, More Is Betterlzbench 1.8Test: Brotli 2 - Process: CompressionEPYC 2 7R32Xeon 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 8375C4080120160200SE +/- 0.67, N = 3SE +/- 0.33, N = 3SE +/- 0.33, N = 3SE +/- 1.33, N = 3SE +/- 1.20, N = 31651961601591571681681661811761841831781. (CXX) g++ options: -pthread -fomit-frame-pointer -fstrict-aliasing -ffast-math -O3
OpenBenchmarking.orgMB/s, More Is Betterlzbench 1.8Test: Brotli 2 - Process: CompressionEPYC 2 7R32Xeon 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 8375C4080120160200Min: 164 / Avg: 165.33 / Max: 166Min: 196 / Avg: 196.33 / Max: 197Min: 160 / Avg: 160.33 / Max: 161Min: 154 / Avg: 156.67 / Max: 158Min: 166 / Avg: 168.33 / Max: 1701. (CXX) g++ options: -pthread -fomit-frame-pointer -fstrict-aliasing -ffast-math -O3

OpenBenchmarking.orgMB/s, More Is Betterlzbench 1.8Test: Brotli 2 - Process: DecompressionEPYC 2 7R32Xeon 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 8375C160320480640800SE +/- 0.88, N = 3SE +/- 1.45, N = 3SE +/- 0.33, N = 3SE +/- 0.33, N = 3SE +/- 0.58, N = 3SE +/- 0.67, N = 3SE +/- 1.33, N = 3SE +/- 3.18, N = 3SE +/- 5.55, N = 3SE +/- 1.00, N = 35647215875435516195715806736236246176001. (CXX) g++ options: -pthread -fomit-frame-pointer -fstrict-aliasing -ffast-math -O3
OpenBenchmarking.orgMB/s, More Is Betterlzbench 1.8Test: Brotli 2 - Process: DecompressionEPYC 2 7R32Xeon 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 8375C130260390520650Min: 562 / Avg: 563.67 / Max: 565Min: 719 / Avg: 721.33 / Max: 724Min: 543 / Avg: 543.33 / Max: 544Min: 550 / Avg: 550.67 / Max: 551Min: 618 / Avg: 619 / Max: 620Min: 672 / Avg: 673.33 / Max: 674Min: 620 / Avg: 622.67 / Max: 624Min: 620 / Avg: 623.67 / Max: 630Min: 608 / Avg: 616.67 / Max: 627Min: 599 / Avg: 600 / Max: 6021. (CXX) g++ options: -pthread -fomit-frame-pointer -fstrict-aliasing -ffast-math -O3

Basis Universal

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

OpenBenchmarking.orgSeconds, Fewer Is BetterBasis Universal 1.12Settings: ETC1SEPYC 2 7R32Xeon 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 8375C2 x Xeon Platinum 8490H SNC 21326395265SE +/- 0.03, N = 3SE +/- 0.48, N = 3SE +/- 0.05, N = 3SE +/- 0.06, N = 3SE +/- 0.09, N = 3SE +/- 0.12, N = 3SE +/- 0.05, N = 3SE +/- 0.08, N = 3SE +/- 0.12, N = 3SE +/- 0.11, N = 3SE +/- 0.07, N = 3SE +/- 0.02, N = 3SE +/- 0.11, N = 3SE +/- 0.51, N = 354.3147.6557.4058.2857.8354.1955.4655.2851.4552.6948.2348.9249.4049.471. (CXX) g++ options: -std=c++11 -fvisibility=hidden -fPIC -fno-strict-aliasing -O3 -rdynamic -lm -lpthread
OpenBenchmarking.orgSeconds, Fewer Is BetterBasis Universal 1.12Settings: ETC1SEPYC 2 7R32Xeon 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 8375C2 x Xeon Platinum 8490H SNC 21224364860Min: 54.26 / Avg: 54.31 / Max: 54.35Min: 46.99 / Avg: 47.65 / Max: 48.58Min: 57.31 / Avg: 57.4 / Max: 57.48Min: 58.22 / Avg: 58.28 / Max: 58.4Min: 57.65 / Avg: 57.83 / Max: 57.92Min: 53.97 / Avg: 54.19 / Max: 54.39Min: 55.38 / Avg: 55.46 / Max: 55.56Min: 55.18 / Avg: 55.28 / Max: 55.44Min: 51.21 / Avg: 51.45 / Max: 51.59Min: 52.5 / Avg: 52.69 / Max: 52.88Min: 48.15 / Avg: 48.23 / Max: 48.37Min: 48.88 / Avg: 48.92 / Max: 48.95Min: 49.19 / Avg: 49.4 / Max: 49.55Min: 48.83 / Avg: 49.47 / Max: 50.481. (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 3EPYC 2 7R32Xeon 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 8375C2 x Xeon Platinum 8490H SNC 2816243240SE +/- 0.06, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.02, N = 3SE +/- 0.08, N = 3SE +/- 0.09, N = 3SE +/- 0.02, N = 3SE +/- 0.25, N = 6SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.06, N = 3SE +/- 0.26, N = 3SE +/- 0.05, N = 3SE +/- 0.13, N = 819.1930.6335.9823.1523.0932.2021.1221.4030.6919.8926.6017.3416.9212.851. (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 3EPYC 2 7R32Xeon 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 8375C2 x Xeon Platinum 8490H SNC 2816243240Min: 19.13 / Avg: 19.19 / Max: 19.31Min: 30.62 / Avg: 30.63 / Max: 30.65Min: 35.94 / Avg: 35.98 / Max: 36.01Min: 23.12 / Avg: 23.15 / Max: 23.18Min: 22.95 / Avg: 23.09 / Max: 23.24Min: 32.1 / Avg: 32.2 / Max: 32.37Min: 21.09 / Avg: 21.12 / Max: 21.15Min: 20.89 / Avg: 21.4 / Max: 22.42Min: 30.67 / Avg: 30.69 / Max: 30.71Min: 19.85 / Avg: 19.89 / Max: 19.91Min: 26.52 / Avg: 26.6 / Max: 26.72Min: 17.08 / Avg: 17.34 / Max: 17.86Min: 16.84 / Avg: 16.91 / Max: 17.01Min: 12.56 / Avg: 12.85 / Max: 13.761. (CXX) g++ options: -std=c++11 -fvisibility=hidden -fPIC -fno-strict-aliasing -O3 -rdynamic -lm -lpthread

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: CPUEPYC 2 7R32Xeon 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 8375C2 x Xeon Platinum 8490H SNC 2306090120150SE +/- 0.08, N = 3SE +/- 0.15, N = 3SE +/- 1.18, N = 8SE +/- 1.04, N = 3SE +/- 0.65, N = 3SE +/- 1.58, N = 4SE +/- 1.87, N = 3SE +/- 0.58, N = 3SE +/- 1.60, N = 3SE +/- 1.16, N = 3SE +/- 0.33, N = 3SE +/- 0.33, N = 3SE +/- 0.95, N = 3SE +/- 0.85, N = 372.82123.85117.36135.05117.73117.87140.44123.81118.09122.22103.08113.29108.16131.49
OpenBenchmarking.orgSeconds, Fewer Is BetterDeepSpeech 0.6Acceleration: CPUEPYC 2 7R32Xeon 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 8375C2 x Xeon Platinum 8490H SNC 2306090120150Min: 72.65 / Avg: 72.82 / Max: 72.92Min: 123.55 / Avg: 123.85 / Max: 124.05Min: 109.32 / Avg: 117.36 / Max: 119.07Min: 133.71 / Avg: 135.05 / Max: 137.1Min: 116.67 / Avg: 117.73 / Max: 118.91Min: 114.35 / Avg: 117.87 / Max: 120.73Min: 137.88 / Avg: 140.44 / Max: 144.07Min: 123.01 / Avg: 123.81 / Max: 124.95Min: 115.85 / Avg: 118.09 / Max: 121.19Min: 120.31 / Avg: 122.22 / Max: 124.32Min: 102.59 / Avg: 103.08 / Max: 103.7Min: 112.68 / Avg: 113.29 / Max: 113.81Min: 106.92 / Avg: 108.16 / Max: 110.03Min: 130.43 / Avg: 131.49 / Max: 133.17

MKL-DNN DNNL

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

OpenBenchmarking.orgms, Fewer Is BetterMKL-DNN DNNL 1.1Harness: IP Batch 1D - Data Type: bf16bf16bf16Xeon W-3275MXeon Platinum 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 8375C1.28232.56463.84695.12926.4115SE +/- 0.02664, N = 3SE +/- 0.00262, N = 3SE +/- 0.00913, N = 3SE +/- 0.00431, N = 3SE +/- 0.01234, N = 3SE +/- 0.00609, N = 3SE +/- 0.00405, N = 3SE +/- 0.00377, N = 3SE +/- 0.01183, N = 3SE +/- 0.00267, N = 3SE +/- 0.00443, N = 3SE +/- 0.01294, N = 35.563045.699004.464404.489185.596802.853102.890864.831703.659642.419061.742131.73950MIN: 5.04MIN: 5.57MIN: 4.28MIN: 4.31MIN: 5.51MIN: 2.7MIN: 2.77MIN: 4.76MIN: 3.47MIN: 2.23MIN: 1.5MIN: 1.481. (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 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 8375C246810Min: 5.51 / Avg: 5.56 / Max: 5.59Min: 5.69 / Avg: 5.7 / Max: 5.7Min: 4.45 / Avg: 4.46 / Max: 4.48Min: 4.48 / Avg: 4.49 / Max: 4.49Min: 5.58 / Avg: 5.6 / Max: 5.62Min: 2.84 / Avg: 2.85 / Max: 2.86Min: 2.88 / Avg: 2.89 / Max: 2.9Min: 4.82 / Avg: 4.83 / Max: 4.84Min: 3.64 / Avg: 3.66 / Max: 3.68Min: 2.41 / Avg: 2.42 / Max: 2.42Min: 1.74 / Avg: 1.74 / Max: 1.75Min: 1.72 / Avg: 1.74 / Max: 1.771. (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_icaEPYC 2 7R32Xeon 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 8375C2 x Xeon Platinum 8490H SNC 21530456075SE +/- 0.48, N = 15SE +/- 0.11, N = 3SE +/- 0.34, N = 3SE +/- 0.35, N = 3SE +/- 0.80, N = 3SE +/- 0.06, N = 3SE +/- 0.52, N = 3SE +/- 0.40, N = 3SE +/- 0.21, N = 3SE +/- 0.59, N = 3SE +/- 0.12, N = 3SE +/- 0.34, N = 3SE +/- 0.17, N = 3SE +/- 0.20, N = 349.4754.9161.2057.6958.4858.5755.9054.8467.3663.3545.5044.0344.6820.00
OpenBenchmarking.orgSeconds, Fewer Is BetterMlpack BenchmarkBenchmark: scikit_icaEPYC 2 7R32Xeon 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 8375C2 x Xeon Platinum 8490H SNC 21326395265Min: 47.76 / Avg: 49.47 / Max: 54.18Min: 54.72 / Avg: 54.91 / Max: 55.09Min: 60.55 / Avg: 61.2 / Max: 61.69Min: 57.29 / Avg: 57.69 / Max: 58.39Min: 56.89 / Avg: 58.48 / Max: 59.36Min: 58.49 / Avg: 58.57 / Max: 58.69Min: 55.35 / Avg: 55.9 / Max: 56.94Min: 54.09 / Avg: 54.84 / Max: 55.45Min: 66.96 / Avg: 67.36 / Max: 67.67Min: 62.17 / Avg: 63.35 / Max: 64.03Min: 45.31 / Avg: 45.5 / Max: 45.73Min: 43.38 / Avg: 44.03 / Max: 44.54Min: 44.36 / Avg: 44.68 / Max: 44.93Min: 19.74 / Avg: 20 / Max: 20.39

MKL-DNN DNNL

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

OpenBenchmarking.orgms, Fewer Is BetterMKL-DNN DNNL 1.1Harness: Convolution Batch conv_all - Data Type: f32EPYC 2 7R32Xeon 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 8375C2004006008001000SE +/- 2.05, N = 3SE +/- 0.68, N = 3SE +/- 0.32, N = 3SE +/- 0.29, N = 3SE +/- 0.29, N = 3SE +/- 0.28, N = 3SE +/- 0.30, N = 3SE +/- 0.50, N = 3SE +/- 0.39, N = 3SE +/- 0.78, N = 3SE +/- 0.29, N = 3SE +/- 0.26, N = 3SE +/- 5.03, N = 3710.14878.39874.20461.94559.47821.97436.86534.33765.75496.82598.19327.28399.24MIN: 700.52MIN: 819.94MIN: 868.41MIN: 457.45MIN: 553.8MIN: 794.87MIN: 423.96MIN: 520.78MIN: 755.35MIN: 488.36MIN: 588.29MIN: 316.03MIN: 367.61. (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: f32EPYC 2 7R32Xeon 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 8375C150300450600750Min: 706.04 / Avg: 710.14 / Max: 712.25Min: 877.4 / Avg: 878.39 / Max: 879.69Min: 873.59 / Avg: 874.2 / Max: 874.65Min: 461.61 / Avg: 461.94 / Max: 462.5Min: 558.88 / Avg: 559.47 / Max: 559.78Min: 821.6 / Avg: 821.97 / Max: 822.52Min: 436.49 / Avg: 436.86 / Max: 437.45Min: 533.67 / Avg: 534.33 / Max: 535.3Min: 765.14 / Avg: 765.75 / Max: 766.49Min: 495.3 / Avg: 496.82 / Max: 497.87Min: 597.68 / Avg: 598.19 / Max: 598.67Min: 326.75 / Avg: 327.28 / Max: 327.6Min: 389.21 / Avg: 399.24 / Max: 404.881. (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: u8s8f32EPYC 2 7R32Xeon 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 8375C3K6K9K12K15KSE +/- 19.01, N = 3SE +/- 15.10, N = 3SE +/- 4.13, N = 3SE +/- 0.82, N = 3SE +/- 1.51, N = 3SE +/- 9.96, N = 3SE +/- 1.89, N = 3SE +/- 0.32, N = 3SE +/- 1.24, N = 3SE +/- 3.12, N = 3SE +/- 1.48, N = 3SE +/- 0.16, N = 3SE +/- 11.98, N = 311728.802967.923402.071734.201793.753089.341579.111640.452846.121517.442125.831107.341166.32MIN: 11565.1MIN: 2893.12MIN: 3393.59MIN: 3035MIN: 2813.781. (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: u8s8f32EPYC 2 7R32Xeon 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 8375C2K4K6K8K10KMin: 11690.8 / Avg: 11728.8 / Max: 11749.1Min: 2951.08 / Avg: 2967.92 / Max: 2998.05Min: 3397.75 / Avg: 3402.07 / Max: 3410.34Min: 1732.87 / Avg: 1734.2 / Max: 1735.69Min: 1791.44 / Avg: 1793.75 / Max: 1796.6Min: 3077.64 / Avg: 3089.34 / Max: 3109.16Min: 1576.52 / Avg: 1579.11 / Max: 1582.79Min: 1639.81 / Avg: 1640.45 / Max: 1640.8Min: 2843.64 / Avg: 2846.12 / Max: 2847.53Min: 1513.64 / Avg: 1517.44 / Max: 1523.62Min: 2123.53 / Avg: 2125.83 / Max: 2128.6Min: 1107.03 / Avg: 1107.34 / Max: 1107.56Min: 1142.37 / Avg: 1166.32 / Max: 1179.151. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl

OpenBenchmarking.orgms, Fewer Is BetterMKL-DNN DNNL 1.1Harness: Deconvolution Batch deconv_all - Data Type: f32EPYC 2 7R32Xeon 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 8375C30060090012001500SE +/- 1.29, N = 3SE +/- 16.26, N = 5SE +/- 0.97, N = 3SE +/- 0.88, N = 3SE +/- 0.85, N = 3SE +/- 0.87, N = 3SE +/- 0.90, N = 3SE +/- 10.37, N = 3SE +/- 0.33, N = 3SE +/- 0.39, N = 3SE +/- 0.11, N = 3SE +/- 0.19, N = 3SE +/- 1.02, N = 31485.471292.621029.24743.70739.161123.68877.21881.091113.54881.78724.60458.49469.43MIN: 1462.15MIN: 1177.9MIN: 1023.45MIN: 737.27MIN: 731.99MIN: 1108.94MIN: 867.81MIN: 860.45MIN: 1108.65MIN: 874.01MIN: 719.66MIN: 452.45MIN: 455.811. (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: f32EPYC 2 7R32Xeon 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 8375C30060090012001500Min: 1483.62 / Avg: 1485.47 / Max: 1487.96Min: 1264.29 / Avg: 1292.62 / Max: 1344.11Min: 1028.01 / Avg: 1029.24 / Max: 1031.16Min: 742.16 / Avg: 743.69 / Max: 745.22Min: 737.56 / Avg: 739.16 / Max: 740.46Min: 1122.08 / Avg: 1123.68 / Max: 1125.06Min: 876.19 / Avg: 877.21 / Max: 879.01Min: 870.18 / Avg: 881.09 / Max: 901.81Min: 1112.88 / Avg: 1113.54 / Max: 1113.91Min: 881.02 / Avg: 881.78 / Max: 882.23Min: 724.43 / Avg: 724.6 / Max: 724.8Min: 458.2 / Avg: 458.49 / Max: 458.86Min: 468.03 / Avg: 469.43 / Max: 471.421. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl

OpenBenchmarking.orgms, Fewer Is BetterMKL-DNN DNNL 1.1Harness: Convolution Batch conv_googlenet_v3 - Data Type: u8s8f32EPYC 2 7R32Xeon 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 8375C160320480640800SE +/- 7.24186, N = 3SE +/- 0.01662, N = 3SE +/- 0.00834, N = 3SE +/- 0.01740, N = 3SE +/- 0.02555, N = 3SE +/- 0.02875, N = 3SE +/- 0.00507, N = 3SE +/- 0.04094, N = 3SE +/- 0.01386, N = 3SE +/- 0.03597, N = 3SE +/- 0.00678, N = 3SE +/- 0.02282, N = 3SE +/- 0.04742, N = 12730.3060013.4504012.705907.636518.7479412.028806.825407.7970811.290007.460507.350384.715745.35426MIN: 698.321. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl
OpenBenchmarking.orgms, Fewer Is BetterMKL-DNN DNNL 1.1Harness: Convolution Batch conv_googlenet_v3 - Data Type: u8s8f32EPYC 2 7R32Xeon 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 8375C130260390520650Min: 717.38 / Avg: 730.31 / Max: 742.42Min: 13.43 / Avg: 13.45 / Max: 13.48Min: 12.69 / Avg: 12.71 / Max: 12.72Min: 7.62 / Avg: 7.64 / Max: 7.67Min: 8.71 / Avg: 8.75 / Max: 8.79Min: 11.97 / Avg: 12.03 / Max: 12.06Min: 6.82 / Avg: 6.83 / Max: 6.83Min: 7.74 / Avg: 7.8 / Max: 7.88Min: 11.27 / Avg: 11.29 / Max: 11.32Min: 7.4 / Avg: 7.46 / Max: 7.52Min: 7.34 / Avg: 7.35 / Max: 7.36Min: 4.67 / Avg: 4.72 / Max: 4.74Min: 4.88 / Avg: 5.35 / Max: 5.471. (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 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 8375C50100150200250SE +/- 0.20, N = 3SE +/- 0.02, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.07, N = 3SE +/- 0.09, N = 3SE +/- 0.08, N = 3SE +/- 0.03, N = 3SE +/- 0.00, N = 3SE +/- 0.07, N = 3SE +/- 0.29, N = 3SE +/- 0.25, N = 3188.61207.91106.71106.89173.3890.2690.40166.9886.54129.6067.9771.01MIN: 178.56MIN: 207.27MIN: 105.9MIN: 105.9MIN: 171.91MIN: 88.8MIN: 88.8MIN: 166.21MIN: 85.56MIN: 129.23MIN: 65.18MIN: 65.421. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl
OpenBenchmarking.orgms, Fewer Is BetterMKL-DNN DNNL 1.1Harness: Convolution Batch conv_googlenet_v3 - Data Type: bf16bf16bf16Xeon 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 8375C4080120160200Min: 188.22 / Avg: 188.61 / Max: 188.81Min: 207.88 / Avg: 207.91 / Max: 207.95Min: 106.67 / Avg: 106.71 / Max: 106.76Min: 106.88 / Avg: 106.89 / Max: 106.91Min: 173.25 / Avg: 173.38 / Max: 173.48Min: 90.08 / Avg: 90.26 / Max: 90.36Min: 90.25 / Avg: 90.4 / Max: 90.52Min: 166.94 / Avg: 166.98 / Max: 167.04Min: 86.53 / Avg: 86.54 / Max: 86.55Min: 129.5 / Avg: 129.6 / Max: 129.74Min: 67.4 / Avg: 67.97 / Max: 68.36Min: 70.51 / Avg: 71.01 / Max: 71.331. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl

OpenBenchmarking.orgms, Fewer Is BetterMKL-DNN DNNL 1.1Harness: Convolution Batch conv_googlenet_v3 - Data Type: f32EPYC 2 7R32Xeon 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 8375C1122334455SE +/- 0.19, N = 3SE +/- 0.07, N = 3SE +/- 0.04, N = 3SE +/- 0.02, N = 3SE +/- 0.10, N = 3SE +/- 0.08, N = 3SE +/- 0.09, N = 3SE +/- 0.03, N = 3SE +/- 0.02, N = 3SE +/- 0.09, N = 3SE +/- 0.01, N = 3SE +/- 0.08, N = 3SE +/- 0.18, N = 1242.5449.8748.0625.0725.7745.1323.6724.1142.0823.1830.8317.3521.01MIN: 40.72MIN: 44.78MIN: 47.62MIN: 24.48MIN: 24.46MIN: 43.29MIN: 22.38MIN: 22.8MIN: 41.31MIN: 22MIN: 29.83MIN: 16.52MIN: 16.591. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl
OpenBenchmarking.orgms, Fewer Is BetterMKL-DNN DNNL 1.1Harness: Convolution Batch conv_googlenet_v3 - Data Type: f32EPYC 2 7R32Xeon 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 8375C1020304050Min: 42.21 / Avg: 42.54 / Max: 42.87Min: 49.75 / Avg: 49.87 / Max: 49.99Min: 47.99 / Avg: 48.06 / Max: 48.11Min: 25.03 / Avg: 25.07 / Max: 25.1Min: 25.59 / Avg: 25.77 / Max: 25.94Min: 44.97 / Avg: 45.13 / Max: 45.21Min: 23.54 / Avg: 23.67 / Max: 23.84Min: 24.05 / Avg: 24.11 / Max: 24.16Min: 42.04 / Avg: 42.08 / Max: 42.1Min: 23.03 / Avg: 23.18 / Max: 23.35Min: 30.8 / Avg: 30.83 / Max: 30.85Min: 17.23 / Avg: 17.35 / Max: 17.5Min: 19.05 / Avg: 21.01 / Max: 21.41. (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 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 8375C3691215SE +/- 0.03985, N = 3SE +/- 0.00210, N = 3SE +/- 0.00526, N = 3SE +/- 0.00712, N = 3SE +/- 0.00016, N = 3SE +/- 0.00376, N = 3SE +/- 0.00318, N = 3SE +/- 0.00251, N = 3SE +/- 0.00369, N = 3SE +/- 0.07400, N = 6SE +/- 0.03881, N = 8SE +/- 0.04017, N = 78.462739.371074.856894.871948.316774.494644.494057.696054.358176.071173.777693.78319MIN: 8.21MIN: 9.33MIN: 4.82MIN: 4.83MIN: 8.25MIN: 4.46MIN: 4.44MIN: 7.67MIN: 4.31MIN: 5.82MIN: 3.68MIN: 3.681. (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 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 8375C3691215Min: 8.39 / Avg: 8.46 / Max: 8.53Min: 9.37 / Avg: 9.37 / Max: 9.37Min: 4.85 / Avg: 4.86 / Max: 4.86Min: 4.86 / Avg: 4.87 / Max: 4.88Min: 8.32 / Avg: 8.32 / Max: 8.32Min: 4.49 / Avg: 4.49 / Max: 4.5Min: 4.49 / Avg: 4.49 / Max: 4.5Min: 7.69 / Avg: 7.7 / Max: 7.7Min: 4.35 / Avg: 4.36 / Max: 4.36Min: 5.98 / Avg: 6.07 / Max: 6.44Min: 3.73 / Avg: 3.78 / Max: 4.05Min: 3.74 / Avg: 3.78 / Max: 4.021. (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: u8s8f32EPYC 2 7R32Xeon 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 8375C9001800270036004500SE +/- 3.22, N = 3SE +/- 48.27, N = 3SE +/- 0.90, N = 3SE +/- 22.00, N = 3SE +/- 3.00, N = 3SE +/- 8.91, N = 3SE +/- 0.39, N = 3SE +/- 0.61, N = 3SE +/- 2.14, N = 3SE +/- 5.70, N = 3SE +/- 0.87, N = 3SE +/- 1.01, N = 3SE +/- 9.75, N = 31899.243852.374426.062252.672238.053985.102063.232064.023716.981893.722530.961295.481320.60MIN: 1888.24MIN: 3728.62MIN: 4423.17MIN: 2229.49MIN: 2230.65MIN: 3970.03MIN: 2061.82MIN: 2062.22MIN: 3705.72MIN: 1871.79MIN: 2512.49MIN: 1272.23MIN: 1274.591. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl
OpenBenchmarking.orgms, Fewer Is BetterMKL-DNN DNNL 1.1Harness: Deconvolution Batch deconv_3d - Data Type: u8s8f32EPYC 2 7R32Xeon 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 8375C8001600240032004000Min: 1893.69 / Avg: 1899.24 / Max: 1904.84Min: 3768.03 / Avg: 3852.37 / Max: 3935.21Min: 4424.77 / Avg: 4426.06 / Max: 4427.79Min: 2230.43 / Avg: 2252.67 / Max: 2296.67Min: 2232.39 / Avg: 2238.05 / Max: 2242.59Min: 3974.42 / Avg: 3985.1 / Max: 4002.79Min: 2062.46 / Avg: 2063.23 / Max: 2063.65Min: 2063.29 / Avg: 2064.02 / Max: 2065.24Min: 3713.25 / Avg: 3716.98 / Max: 3720.68Min: 1885.22 / Avg: 1893.72 / Max: 1904.56Min: 2529.32 / Avg: 2530.96 / Max: 2532.28Min: 1293.5 / Avg: 1295.48 / Max: 1296.79Min: 1302.45 / Avg: 1320.6 / Max: 1335.831. (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: u8s8f32EPYC 2 7R32Xeon 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 8375C30060090012001500SE +/- 2.69, N = 3SE +/- 0.04, N = 3SE +/- 0.04, N = 3SE +/- 0.01, N = 3SE +/- 0.24, N = 3SE +/- 0.06, N = 3SE +/- 0.05, N = 3SE +/- 0.15, N = 3SE +/- 0.02, N = 3SE +/- 0.03, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.12, N = 31301.3631.9930.8819.3722.3827.9818.3920.0926.8419.8117.7210.9712.33MIN: 1286.291. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl
OpenBenchmarking.orgms, Fewer Is BetterMKL-DNN DNNL 1.1Harness: Convolution Batch conv_alexnet - Data Type: u8s8f32EPYC 2 7R32Xeon 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 8375C2004006008001000Min: 1295.98 / Avg: 1301.36 / Max: 1304.14Min: 31.94 / Avg: 31.99 / Max: 32.06Min: 30.8 / Avg: 30.88 / Max: 30.92Min: 19.35 / Avg: 19.37 / Max: 19.4Min: 22.13 / Avg: 22.38 / Max: 22.86Min: 27.86 / Avg: 27.98 / Max: 28.06Min: 18.34 / Avg: 18.39 / Max: 18.5Min: 19.85 / Avg: 20.09 / Max: 20.37Min: 26.8 / Avg: 26.84 / Max: 26.88Min: 19.76 / Avg: 19.81 / Max: 19.86Min: 17.7 / Avg: 17.72 / Max: 17.74Min: 10.95 / Avg: 10.97 / Max: 10.99Min: 12.14 / Avg: 12.33 / Max: 12.541. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl

OpenBenchmarking.orgms, Fewer Is BetterMKL-DNN DNNL 1.1Harness: IP Batch All - Data Type: f32EPYC 2 7R32Xeon 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 8375C3691215SE +/- 0.01277, N = 3SE +/- 0.10112, N = 3SE +/- 0.03341, N = 3SE +/- 0.00603, N = 3SE +/- 0.03588, N = 3SE +/- 0.01006, N = 3SE +/- 0.00556, N = 3SE +/- 0.01633, N = 3SE +/- 0.00854, N = 3SE +/- 0.01419, N = 3SE +/- 0.00218, N = 3SE +/- 0.00676, N = 3SE +/- 0.00521, N = 38.883907.544397.890716.658429.976697.407046.386529.713556.795099.524664.595503.730316.00264MIN: 8.36MIN: 6.71MIN: 7.76MIN: 6.25MIN: 9.62MIN: 7.28MIN: 6.06MIN: 9.49MIN: 6.68MIN: 9.28MIN: 4.48MIN: 3.56MIN: 5.791. (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: IP Batch All - Data Type: f32EPYC 2 7R32Xeon 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 8375C3691215Min: 8.87 / Avg: 8.88 / Max: 8.91Min: 7.41 / Avg: 7.54 / Max: 7.74Min: 7.85 / Avg: 7.89 / Max: 7.96Min: 6.65 / Avg: 6.66 / Max: 6.67Min: 9.91 / Avg: 9.98 / Max: 10.02Min: 7.39 / Avg: 7.41 / Max: 7.42Min: 6.38 / Avg: 6.39 / Max: 6.4Min: 9.69 / Avg: 9.71 / Max: 9.74Min: 6.79 / Avg: 6.8 / Max: 6.81Min: 9.51 / Avg: 9.52 / Max: 9.55Min: 4.59 / Avg: 4.6 / Max: 4.6Min: 3.72 / Avg: 3.73 / Max: 3.74Min: 5.99 / Avg: 6 / Max: 6.011. (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: u8s8f32EPYC 2 7R32Xeon 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 8375C306090120150SE +/- 0.23997, N = 3SE +/- 0.03226, N = 3SE +/- 0.00119, N = 3SE +/- 0.00908, N = 3SE +/- 0.01481, N = 3SE +/- 0.00539, N = 3SE +/- 0.01090, N = 3SE +/- 0.03153, N = 3SE +/- 0.00398, N = 3SE +/- 0.04146, N = 4SE +/- 0.00773, N = 3SE +/- 0.00823, N = 3SE +/- 0.00536, N = 3149.339003.592183.432362.781933.048663.344273.105303.296153.231213.110021.845151.498651.44613MIN: 144.741. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl
OpenBenchmarking.orgms, Fewer Is BetterMKL-DNN DNNL 1.1Harness: IP Batch All - Data Type: u8s8f32EPYC 2 7R32Xeon 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 8375C306090120150Min: 148.88 / Avg: 149.34 / Max: 149.7Min: 3.53 / Avg: 3.59 / Max: 3.63Min: 3.43 / Avg: 3.43 / Max: 3.43Min: 2.76 / Avg: 2.78 / Max: 2.8Min: 3.02 / Avg: 3.05 / Max: 3.08Min: 3.33 / Avg: 3.34 / Max: 3.35Min: 3.09 / Avg: 3.11 / Max: 3.12Min: 3.24 / Avg: 3.3 / Max: 3.35Min: 3.23 / Avg: 3.23 / Max: 3.24Min: 3 / Avg: 3.11 / Max: 3.2Min: 1.83 / Avg: 1.85 / Max: 1.86Min: 1.49 / Avg: 1.5 / Max: 1.51Min: 1.44 / Avg: 1.45 / Max: 1.461. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl

OpenBenchmarking.orgms, Fewer Is BetterMKL-DNN DNNL 1.1Harness: IP Batch 1D - Data Type: f32EPYC 2 7R32Xeon 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 8375C0.64511.29021.93532.58043.2255SE +/- 0.006731, N = 3SE +/- 0.005753, N = 3SE +/- 0.008928, N = 3SE +/- 0.019533, N = 3SE +/- 0.014831, N = 15SE +/- 0.005715, N = 3SE +/- 0.009266, N = 3SE +/- 0.014870, N = 15SE +/- 0.010722, N = 3SE +/- 0.014367, N = 15SE +/- 0.004282, N = 3SE +/- 0.007993, N = 3SE +/- 0.003943, N = 31.6756002.8671502.6997701.5372901.5768702.3860601.6310601.6064102.3945101.6398601.0855300.7652790.731753MIN: 1.59MIN: 2.53MIN: 2.46MIN: 1.39MIN: 1.29MIN: 2.32MIN: 1.44MIN: 1.36MIN: 2.28MIN: 1.39MIN: 1.01MIN: 0.69MIN: 0.671. (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: f32EPYC 2 7R32Xeon 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 8375C246810Min: 1.66 / Avg: 1.68 / Max: 1.69Min: 2.86 / Avg: 2.87 / Max: 2.88Min: 2.68 / Avg: 2.7 / Max: 2.71Min: 1.51 / Avg: 1.54 / Max: 1.57Min: 1.5 / Avg: 1.58 / Max: 1.69Min: 2.37 / Avg: 2.39 / Max: 2.39Min: 1.61 / Avg: 1.63 / Max: 1.64Min: 1.5 / Avg: 1.61 / Max: 1.69Min: 2.38 / Avg: 2.39 / Max: 2.42Min: 1.54 / Avg: 1.64 / Max: 1.74Min: 1.08 / Avg: 1.09 / Max: 1.09Min: 0.76 / Avg: 0.77 / Max: 0.78Min: 0.73 / Avg: 0.73 / Max: 0.741. (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_qdaEPYC 2 7R32Xeon 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 8375C2 x Xeon Platinum 8490H SNC 21020304050SE +/- 0.28, N = 3SE +/- 0.18, N = 3SE +/- 0.12, N = 3SE +/- 0.19, N = 3SE +/- 0.54, N = 12SE +/- 0.20, N = 3SE +/- 0.60, N = 3SE +/- 0.50, N = 5SE +/- 0.29, N = 3SE +/- 0.34, N = 3SE +/- 0.07, N = 3SE +/- 0.40, N = 3SE +/- 0.31, N = 8SE +/- 0.02, N = 339.5432.6531.9841.2942.8831.5140.3540.6430.4538.3526.5129.5329.9221.77
OpenBenchmarking.orgSeconds, Fewer Is BetterMlpack BenchmarkBenchmark: scikit_qdaEPYC 2 7R32Xeon 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 8375C2 x Xeon Platinum 8490H SNC 2918273645Min: 39.11 / Avg: 39.54 / Max: 40.08Min: 32.3 / Avg: 32.65 / Max: 32.89Min: 31.77 / Avg: 31.98 / Max: 32.17Min: 40.91 / Avg: 41.29 / Max: 41.5Min: 40.65 / Avg: 42.88 / Max: 47Min: 31.15 / Avg: 31.51 / Max: 31.85Min: 39.48 / Avg: 40.35 / Max: 41.51Min: 39.68 / Avg: 40.64 / Max: 42.42Min: 30.04 / Avg: 30.45 / Max: 31.01Min: 37.69 / Avg: 38.35 / Max: 38.8Min: 26.38 / Avg: 26.51 / Max: 26.64Min: 28.75 / Avg: 29.53 / Max: 30.03Min: 28.48 / Avg: 29.92 / Max: 31.46Min: 21.74 / Avg: 21.77 / Max: 21.81

OpenBenchmarking.orgSeconds, Fewer Is BetterMlpack BenchmarkBenchmark: scikit_svmEPYC 2 7R32Xeon 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 8375C2 x Xeon Platinum 8490H SNC 2510152025SE +/- 0.09, N = 3SE +/- 0.19, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.04, N = 3SE +/- 0.05, N = 3SE +/- 0.11, N = 3SE +/- 0.07, N = 3SE +/- 0.09, N = 3SE +/- 0.02, N = 3SE +/- 0.07, N = 3SE +/- 0.04, N = 3SE +/- 0.10, N = 315.1615.7818.6719.6218.7617.8319.0517.9417.1917.1917.0517.5417.0810.26
OpenBenchmarking.orgSeconds, Fewer Is BetterMlpack BenchmarkBenchmark: scikit_svmEPYC 2 7R32Xeon 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 8375C2 x Xeon Platinum 8490H SNC 2510152025Min: 14.98 / Avg: 15.16 / Max: 15.26Min: 15.39 / Avg: 15.78 / Max: 15.97Min: 18.64 / Avg: 18.67 / Max: 18.73Min: 19.57 / Avg: 19.62 / Max: 19.65Min: 18.71 / Avg: 18.76 / Max: 18.82Min: 17.75 / Avg: 17.83 / Max: 17.88Min: 18.96 / Avg: 19.05 / Max: 19.14Min: 17.82 / Avg: 17.94 / Max: 18.16Min: 17.05 / Avg: 17.19 / Max: 17.3Min: 17.05 / Avg: 17.19 / Max: 17.36Min: 17.03 / Avg: 17.05 / Max: 17.08Min: 17.47 / Avg: 17.54 / Max: 17.68Min: 17 / Avg: 17.08 / Max: 17.13Min: 10.06 / Avg: 10.26 / Max: 10.38

OpenBenchmarking.orgSeconds, Fewer Is BetterMlpack BenchmarkBenchmark: scikit_linearridgeregressionEPYC 2 7R32Xeon 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 8375C2 x Xeon Platinum 8490H SNC 21.25782.51563.77345.03126.289SE +/- 0.02, N = 3SE +/- 0.02, N = 3SE +/- 0.02, N = 15SE +/- 0.02, N = 12SE +/- 0.02, N = 15SE +/- 0.03, N = 3SE +/- 0.02, N = 9SE +/- 0.03, N = 3SE +/- 0.02, N = 3SE +/- 0.03, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 10SE +/- 0.07, N = 151.791.992.002.422.301.912.132.161.671.822.542.752.605.59
OpenBenchmarking.orgSeconds, Fewer Is BetterMlpack BenchmarkBenchmark: scikit_linearridgeregressionEPYC 2 7R32Xeon 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 8375C2 x Xeon Platinum 8490H SNC 2246810Min: 1.75 / Avg: 1.79 / Max: 1.83Min: 1.96 / Avg: 1.99 / Max: 2.03Min: 1.75 / Avg: 2 / Max: 2.1Min: 2.33 / Avg: 2.42 / Max: 2.51Min: 2.18 / Avg: 2.3 / Max: 2.47Min: 1.87 / Avg: 1.91 / Max: 1.96Min: 1.99 / Avg: 2.13 / Max: 2.22Min: 2.11 / Avg: 2.16 / Max: 2.22Min: 1.64 / Avg: 1.67 / Max: 1.7Min: 1.79 / Avg: 1.82 / Max: 1.88Min: 2.53 / Avg: 2.54 / Max: 2.55Min: 2.73 / Avg: 2.75 / Max: 2.77Min: 2.44 / Avg: 2.6 / Max: 2.74Min: 5.17 / Avg: 5.59 / Max: 6.04

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 CompileEPYC 2 7R32Xeon 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 8375C4080120160200SE +/- 0.08, N = 3SE +/- 0.08, N = 3SE +/- 0.11, N = 3SE +/- 0.27, N = 3SE +/- 0.45, N = 3SE +/- 0.11, N = 3SE +/- 0.18, N = 3SE +/- 0.52, N = 3SE +/- 0.17, N = 3SE +/- 0.17, N = 3SE +/- 0.22, N = 3SE +/- 0.09, N = 3SE +/- 0.21, N = 3108.68134.82132.23146.44129.69142.50159.50143.65144.64142.70139.36149.86140.61
OpenBenchmarking.orgSeconds, Fewer Is BetterTimed GDB GNU Debugger Compilation 9.1Time To CompileEPYC 2 7R32Xeon 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 8375C306090120150Min: 108.51 / Avg: 108.68 / Max: 108.79Min: 134.71 / Avg: 134.82 / Max: 134.97Min: 132.05 / Avg: 132.23 / Max: 132.44Min: 145.9 / Avg: 146.44 / Max: 146.73Min: 129.04 / Avg: 129.69 / Max: 130.54Min: 142.3 / Avg: 142.5 / Max: 142.7Min: 159.14 / Avg: 159.5 / Max: 159.72Min: 142.62 / Avg: 143.64 / Max: 144.32Min: 144.31 / Avg: 144.64 / Max: 144.89Min: 142.38 / Avg: 142.7 / Max: 142.95Min: 138.96 / Avg: 139.36 / Max: 139.72Min: 149.76 / Avg: 149.86 / Max: 150.04Min: 140.26 / Avg: 140.61 / Max: 140.98

MKL-DNN DNNL

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

OpenBenchmarking.orgms, Fewer Is BetterMKL-DNN DNNL 1.1Harness: Convolution Batch conv_3d - Data Type: bf16bf16bf16Xeon W-3275MXeon Platinum 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 8375C48121620SE +/- 0.24390, N = 4SE +/- 0.00403, N = 3SE +/- 0.00811, N = 3SE +/- 0.00172, N = 3SE +/- 0.00634, N = 3SE +/- 0.00581, N = 3SE +/- 0.01148, N = 3SE +/- 0.00390, N = 3SE +/- 0.00328, N = 3SE +/- 0.00609, N = 3SE +/- 0.00440, N = 3SE +/- 0.05559, N = 316.5906017.321709.187519.2066514.074707.655617.6751714.078007.9291210.750805.719635.81243MIN: 14.98MIN: 17.21MIN: 9.03MIN: 9.04MIN: 13.94MIN: 7.54MIN: 7.54MIN: 13.95MIN: 7.75MIN: 10.65MIN: 5.59MIN: 5.591. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl
OpenBenchmarking.orgms, Fewer Is BetterMKL-DNN DNNL 1.1Harness: Convolution Batch conv_3d - Data Type: bf16bf16bf16Xeon 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 8375C48121620Min: 16.33 / Avg: 16.59 / Max: 17.32Min: 17.31 / Avg: 17.32 / Max: 17.33Min: 9.17 / Avg: 9.19 / Max: 9.2Min: 9.2 / Avg: 9.21 / Max: 9.21Min: 14.06 / Avg: 14.07 / Max: 14.08Min: 7.65 / Avg: 7.66 / Max: 7.67Min: 7.65 / Avg: 7.68 / Max: 7.69Min: 14.07 / Avg: 14.08 / Max: 14.08Min: 7.92 / Avg: 7.93 / Max: 7.93Min: 10.74 / Avg: 10.75 / Max: 10.76Min: 5.71 / Avg: 5.72 / Max: 5.73Min: 5.72 / Avg: 5.81 / Max: 5.911. (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: u8s8f32EPYC 2 7R32Xeon 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 8375C15003000450060007500SE +/- 25.92, N = 3SE +/- 41.02, N = 3SE +/- 5.52, N = 3SE +/- 11.90, N = 3SE +/- 7.22, N = 3SE +/- 14.11, N = 3SE +/- 16.05, N = 3SE +/- 15.22, N = 3SE +/- 11.11, N = 3SE +/- 7.97, N = 3SE +/- 1.23, N = 3SE +/- 10.36, N = 3SE +/- 7.16, N = 33076.766183.117095.623548.603551.386437.603243.003271.405919.943005.484454.222382.112540.74MIN: 3011.81MIN: 5934.01MIN: 7085.95MIN: 3529.41MIN: 3527.13MIN: 6341.76MIN: 3183.9MIN: 3209.1MIN: 5895.99MIN: 2934.55MIN: 4426.84MIN: 2282.91MIN: 2390.741. (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: Convolution Batch conv_3d - Data Type: u8s8f32EPYC 2 7R32Xeon 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 8375C12002400360048006000Min: 3025.64 / Avg: 3076.76 / Max: 3109.75Min: 6101.37 / Avg: 6183.11 / Max: 6230.15Min: 7089.8 / Avg: 7095.62 / Max: 7106.66Min: 3534.72 / Avg: 3548.6 / Max: 3572.27Min: 3541.71 / Avg: 3551.38 / Max: 3565.51Min: 6409.41 / Avg: 6437.6 / Max: 6452.89Min: 3211.18 / Avg: 3243 / Max: 3262.56Min: 3241.44 / Avg: 3271.4 / Max: 3291.01Min: 5908.76 / Avg: 5919.94 / Max: 5942.15Min: 2989.81 / Avg: 3005.48 / Max: 3015.87Min: 4452.85 / Avg: 4454.22 / Max: 4456.67Min: 2361.94 / Avg: 2382.11 / Max: 2396.29Min: 2528.28 / Avg: 2540.74 / Max: 2553.091. (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 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 8375C9001800270036004500SE +/- 0.11, N = 3SE +/- 0.11, N = 3SE +/- 0.30, N = 3SE +/- 0.11, N = 3SE +/- 0.18, N = 3SE +/- 1.52, N = 3SE +/- 5.10, N = 3SE +/- 0.26, N = 3SE +/- 1.13, N = 3SE +/- 0.18, N = 3SE +/- 1.02, N = 3SE +/- 4.43, N = 33880.444364.002198.182197.813639.271842.971844.783497.471766.352712.071381.171421.84MIN: 3767MIN: 4358.26MIN: 2191.82MIN: 2191.04MIN: 3627.59MIN: 1827.15MIN: 1827.01MIN: 3490.41MIN: 1757.1MIN: 2707.4MIN: 1361.11MIN: 1364.341. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl
OpenBenchmarking.orgms, Fewer Is BetterMKL-DNN DNNL 1.1Harness: Convolution Batch conv_all - Data Type: bf16bf16bf16Xeon 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 8375C8001600240032004000Min: 3880.24 / Avg: 3880.44 / Max: 3880.6Min: 4363.83 / Avg: 4364 / Max: 4364.2Min: 2197.76 / Avg: 2198.18 / Max: 2198.75Min: 2197.6 / Avg: 2197.81 / Max: 2197.95Min: 3639.01 / Avg: 3639.27 / Max: 3639.62Min: 1840.24 / Avg: 1842.97 / Max: 1845.48Min: 1839.41 / Avg: 1844.78 / Max: 1854.97Min: 3497.1 / Avg: 3497.47 / Max: 3497.97Min: 1765.16 / Avg: 1766.35 / Max: 1768.6Min: 2711.8 / Avg: 2712.07 / Max: 2712.4Min: 1380.05 / Avg: 1381.17 / Max: 1383.2Min: 1412.99 / Avg: 1421.84 / Max: 1426.441. (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: f32EPYC 2 7R32Xeon 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 8375C0.50071.00141.50212.00282.5035SE +/- 0.01972, N = 3SE +/- 0.01273, N = 3SE +/- 0.00097, N = 3SE +/- 0.00066, N = 3SE +/- 0.00693, N = 3SE +/- 0.00121, N = 3SE +/- 0.00291, N = 3SE +/- 0.00122, N = 3SE +/- 0.00157, N = 3SE +/- 0.00318, N = 3SE +/- 0.00061, N = 3SE +/- 0.00453, N = 3SE +/- 0.00528, N = 32.225401.745151.639281.225891.257951.470841.303951.344111.462321.240291.240011.031151.01890MIN: 2.11MIN: 1.55MIN: 1.61MIN: 1.18MIN: 1.2MIN: 1.43MIN: 1.2MIN: 1.23MIN: 1.44MIN: 1.17MIN: 1.2MIN: 0.98MIN: 0.961. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl
OpenBenchmarking.orgms, Fewer Is BetterMKL-DNN DNNL 1.1Harness: Deconvolution Batch deconv_1d - Data Type: f32EPYC 2 7R32Xeon 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 8375C246810Min: 2.19 / Avg: 2.23 / Max: 2.26Min: 1.73 / Avg: 1.75 / Max: 1.77Min: 1.64 / Avg: 1.64 / Max: 1.64Min: 1.22 / Avg: 1.23 / Max: 1.23Min: 1.25 / Avg: 1.26 / Max: 1.27Min: 1.47 / Avg: 1.47 / Max: 1.47Min: 1.3 / Avg: 1.3 / Max: 1.31Min: 1.34 / Avg: 1.34 / Max: 1.35Min: 1.46 / Avg: 1.46 / Max: 1.47Min: 1.23 / Avg: 1.24 / Max: 1.25Min: 1.24 / Avg: 1.24 / Max: 1.24Min: 1.03 / Avg: 1.03 / Max: 1.04Min: 1.01 / Avg: 1.02 / Max: 1.031. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl

OpenBenchmarking.orgms, Fewer Is BetterMKL-DNN DNNL 1.1Harness: Deconvolution Batch deconv_1d - Data Type: bf16bf16bf16Xeon 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 8375C246810SE +/- 0.03740, N = 3SE +/- 0.02376, N = 3SE +/- 0.00151, N = 3SE +/- 0.00489, N = 3SE +/- 0.00188, N = 3SE +/- 0.00220, N = 3SE +/- 0.00409, N = 3SE +/- 0.00167, N = 3SE +/- 0.00661, N = 3SE +/- 0.00112, N = 3SE +/- 0.00390, N = 3SE +/- 0.00343, N = 37.615957.982924.465234.490396.597783.950673.983936.553744.068474.978882.914953.07797MIN: 6.95MIN: 7.92MIN: 4.38MIN: 4.4MIN: 6.49MIN: 3.81MIN: 3.85MIN: 6.5MIN: 3.93MIN: 4.92MIN: 2.81MIN: 2.811. (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 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 8375C3691215Min: 7.54 / Avg: 7.62 / Max: 7.66Min: 7.95 / Avg: 7.98 / Max: 8.03Min: 4.46 / Avg: 4.47 / Max: 4.47Min: 4.48 / Avg: 4.49 / Max: 4.5Min: 6.6 / Avg: 6.6 / Max: 6.6Min: 3.95 / Avg: 3.95 / Max: 3.95Min: 3.98 / Avg: 3.98 / Max: 3.99Min: 6.55 / Avg: 6.55 / Max: 6.56Min: 4.06 / Avg: 4.07 / Max: 4.08Min: 4.98 / Avg: 4.98 / Max: 4.98Min: 2.91 / Avg: 2.91 / Max: 2.92Min: 3.07 / Avg: 3.08 / Max: 3.081. (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: f32EPYC 2 7R32Xeon 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 8375C0.51191.02381.53572.04762.5595SE +/- 0.006027, N = 3SE +/- 0.018012, N = 3SE +/- 0.005714, N = 3SE +/- 0.003885, N = 3SE +/- 0.001182, N = 3SE +/- 0.002172, N = 3SE +/- 0.001856, N = 3SE +/- 0.003163, N = 3SE +/- 0.000323, N = 3SE +/- 0.003732, N = 3SE +/- 0.005784, N = 3SE +/- 0.001131, N = 3SE +/- 0.000385, N = 32.2047102.2752602.2005301.2639501.2664902.1658101.2529401.2512701.9627901.1360801.3409600.8510070.852518MIN: 2.14MIN: 2.12MIN: 2.17MIN: 1.24MIN: 1.24MIN: 2.07MIN: 1.22MIN: 1.22MIN: 1.95MIN: 1.1MIN: 1.3MIN: 0.83MIN: 0.831. (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: Deconvolution Batch deconv_3d - Data Type: f32EPYC 2 7R32Xeon 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 8375C246810Min: 2.2 / Avg: 2.2 / Max: 2.22Min: 2.25 / Avg: 2.28 / Max: 2.31Min: 2.19 / Avg: 2.2 / Max: 2.21Min: 1.26 / Avg: 1.26 / Max: 1.27Min: 1.26 / Avg: 1.27 / Max: 1.27Min: 2.16 / Avg: 2.17 / Max: 2.17Min: 1.25 / Avg: 1.25 / Max: 1.26Min: 1.25 / Avg: 1.25 / Max: 1.26Min: 1.96 / Avg: 1.96 / Max: 1.96Min: 1.13 / Avg: 1.14 / Max: 1.14Min: 1.33 / Avg: 1.34 / Max: 1.35Min: 0.85 / Avg: 0.85 / Max: 0.85Min: 0.85 / Avg: 0.85 / Max: 0.851. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl

OpenBenchmarking.orgms, Fewer Is BetterMKL-DNN DNNL 1.1Harness: Convolution Batch conv_alexnet - Data Type: bf16bf16bf16Xeon 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 8375C2004006008001000SE +/- 1.04, N = 3SE +/- 0.41, N = 3SE +/- 0.11, N = 3SE +/- 0.23, N = 3SE +/- 0.16, N = 3SE +/- 0.18, N = 3SE +/- 5.80, N = 3SE +/- 0.07, N = 3SE +/- 0.06, N = 3SE +/- 5.46, N = 3SE +/- 2.42, N = 3SE +/- 2.55, N = 3702.07796.75399.31399.30662.76332.32337.88637.37320.06500.12251.83252.41MIN: 687.86MIN: 795.52MIN: 398.47MIN: 398.05MIN: 661.35MIN: 331.59MIN: 331.31MIN: 636.97MIN: 319.23MIN: 493.61MIN: 247.18MIN: 247.481. (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 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 8375C140280420560700Min: 700.45 / Avg: 702.07 / Max: 704.02Min: 796.13 / Avg: 796.75 / Max: 797.53Min: 399.14 / Avg: 399.31 / Max: 399.5Min: 398.86 / Avg: 399.3 / Max: 399.65Min: 662.51 / Avg: 662.76 / Max: 663.06Min: 331.97 / Avg: 332.32 / Max: 332.5Min: 331.98 / Avg: 337.88 / Max: 349.49Min: 637.27 / Avg: 637.37 / Max: 637.49Min: 319.97 / Avg: 320.06 / Max: 320.18Min: 494.64 / Avg: 500.12 / Max: 511.04Min: 249.29 / Avg: 251.83 / Max: 256.67Min: 249.69 / Avg: 252.41 / Max: 257.511. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl

OpenBenchmarking.orgms, Fewer Is BetterMKL-DNN DNNL 1.1Harness: Convolution Batch conv_alexnet - Data Type: f32EPYC 2 7R32Xeon 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 8375C20406080100SE +/- 1.13, N = 3SE +/- 0.11, N = 3SE +/- 0.12, N = 3SE +/- 0.20, N = 3SE +/- 0.23, N = 3SE +/- 0.09, N = 3SE +/- 0.11, N = 3SE +/- 0.50, N = 3SE +/- 0.06, N = 3SE +/- 0.08, N = 3SE +/- 0.05, N = 3SE +/- 0.02, N = 3SE +/- 0.03, N = 396.69108.57107.8055.3656.6598.6751.4453.0094.1949.8483.3642.9143.86MIN: 93.63MIN: 102.46MIN: 106.14MIN: 54.28MIN: 54.78MIN: 97.89MIN: 50.35MIN: 50.88MIN: 93.73MIN: 48.76MIN: 82.91MIN: 41.86MIN: 42.51. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl
OpenBenchmarking.orgms, Fewer Is BetterMKL-DNN DNNL 1.1Harness: Convolution Batch conv_alexnet - Data Type: f32EPYC 2 7R32Xeon 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 8375C20406080100Min: 94.45 / Avg: 96.69 / Max: 98.06Min: 108.37 / Avg: 108.57 / Max: 108.74Min: 107.58 / Avg: 107.8 / Max: 107.96Min: 54.95 / Avg: 55.36 / Max: 55.61Min: 56.25 / Avg: 56.65 / Max: 57.04Min: 98.51 / Avg: 98.67 / Max: 98.82Min: 51.27 / Avg: 51.44 / Max: 51.64Min: 52.33 / Avg: 53 / Max: 53.97Min: 94.07 / Avg: 94.19 / Max: 94.27Min: 49.69 / Avg: 49.84 / Max: 49.95Min: 83.27 / Avg: 83.36 / Max: 83.43Min: 42.88 / Avg: 42.91 / Max: 42.95Min: 43.81 / Avg: 43.86 / Max: 43.931. (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 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 8375C7001400210028003500SE +/- 4.61, N = 3SE +/- 0.16, N = 3SE +/- 0.44, N = 3SE +/- 0.13, N = 3SE +/- 1.11, N = 3SE +/- 3.61, N = 3SE +/- 1.93, N = 3SE +/- 5.43, N = 3SE +/- 0.87, N = 3SE +/- 7.07, N = 3SE +/- 2.42, N = 3SE +/- 1.11, N = 33293.943368.211904.451904.282751.001833.271838.602935.991779.152063.421166.691211.21MIN: 3137.48MIN: 3365.01MIN: 1899.24MIN: 1898.87MIN: 2720.09MIN: 1806.74MIN: 1808.61MIN: 2926MIN: 1772.45MIN: 2042.76MIN: 1113.61MIN: 1117.51. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl
OpenBenchmarking.orgms, Fewer Is BetterMKL-DNN DNNL 1.1Harness: Deconvolution Batch deconv_all - Data Type: bf16bf16bf16Xeon 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 8375C6001200180024003000Min: 3285.95 / Avg: 3293.94 / Max: 3301.93Min: 3367.92 / Avg: 3368.21 / Max: 3368.45Min: 1903.65 / Avg: 1904.45 / Max: 1905.17Min: 1904.05 / Avg: 1904.28 / Max: 1904.48Min: 2749.57 / Avg: 2751 / Max: 2753.19Min: 1828.62 / Avg: 1833.27 / Max: 1840.38Min: 1835.44 / Avg: 1838.6 / Max: 1842.1Min: 2930.24 / Avg: 2935.99 / Max: 2946.84Min: 1777.42 / Avg: 1779.15 / Max: 1780.16Min: 2056.18 / Avg: 2063.42 / Max: 2077.55Min: 1162.08 / Avg: 1166.69 / Max: 1170.26Min: 1209.28 / Avg: 1211.21 / Max: 1213.141. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl

OpenBenchmarking.orgms, Fewer Is BetterMKL-DNN DNNL 1.1Harness: Deconvolution Batch deconv_1d - Data Type: u8s8f32EPYC 2 7R32Xeon 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 8375C2004006008001000SE +/- 4.136428, N = 3SE +/- 0.001267, N = 3SE +/- 0.000985, N = 3SE +/- 0.001016, N = 3SE +/- 0.000864, N = 3SE +/- 0.000242, N = 3SE +/- 0.002279, N = 3SE +/- 0.001261, N = 3SE +/- 0.000361, N = 3SE +/- 0.006813, N = 3SE +/- 0.000218, N = 3SE +/- 0.001434, N = 3SE +/- 0.002925, N = 31131.1300000.4584220.4156140.3614140.3762220.3782290.3364260.3517190.3710360.3944550.3010070.3063090.299473MIN: 1118.791. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl
OpenBenchmarking.orgms, Fewer Is BetterMKL-DNN DNNL 1.1Harness: Deconvolution Batch deconv_1d - Data Type: u8s8f32EPYC 2 7R32Xeon 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 8375C2004006008001000Min: 1123.68 / Avg: 1131.13 / Max: 1137.97Min: 0.46 / Avg: 0.46 / Max: 0.46Min: 0.41 / Avg: 0.42 / Max: 0.42Min: 0.36 / Avg: 0.36 / Max: 0.36Min: 0.37 / Avg: 0.38 / Max: 0.38Min: 0.38 / Avg: 0.38 / Max: 0.38Min: 0.33 / Avg: 0.34 / Max: 0.34Min: 0.35 / Avg: 0.35 / Max: 0.35Min: 0.37 / Avg: 0.37 / Max: 0.37Min: 0.38 / Avg: 0.39 / Max: 0.41Min: 0.3 / Avg: 0.3 / Max: 0.3Min: 0.3 / Avg: 0.31 / Max: 0.31Min: 0.29 / Avg: 0.3 / Max: 0.31. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl

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 TimeEPYC 2 7R32Xeon 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 8375C2 x Xeon Platinum 8490H SNC 250M100M150M200M250MSE +/- 1223161.47, N = 3SE +/- 709349.35, N = 3SE +/- 114508.53, N = 3SE +/- 102308.18, N = 3SE +/- 336693.20, N = 3SE +/- 54908.55, N = 3SE +/- 1396988.17, N = 4SE +/- 1934115.41, N = 3SE +/- 829358.84, N = 3SE +/- 902995.35, N = 3SE +/- 828671.04, N = 3SE +/- 2015291.67, N = 3SE +/- 1266085.84, N = 3SE +/- 2180653.40, N = 311676502861170651544371171041066761035138535817210710975337711236272362891312119715795853132421531134921529068602258519501. (CXX) g++ options: -m64 -lpthread -fno-exceptions -std=c++11 -pedantic -O3 -msse -msse3 -mpopcnt -flto
OpenBenchmarking.orgNodes Per Second, More Is BetterStockfish 9Total TimeEPYC 2 7R32Xeon 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 8375C2 x Xeon Platinum 8490H SNC 240M80M120M160M200MMin: 114332425 / Avg: 116765027.67 / Max: 118205394Min: 60083649 / Avg: 61170651.33 / Max: 62503677Min: 54219455 / Avg: 54437117 / Max: 54607625Min: 103907764 / Avg: 104106676 / Max: 104247682Min: 103170240 / Avg: 103513853.33 / Max: 104187192Min: 58109559 / Avg: 58172107.33 / Max: 58281552Min: 107229056 / Avg: 109753377.25 / Max: 113673794Min: 110387816 / Avg: 112362723 / Max: 116230665Min: 61422165 / Avg: 62891312 / Max: 64292754Min: 118301902 / Avg: 119715795 / Max: 121395820Min: 83786380 / Avg: 85313242.33 / Max: 86634890Min: 149498928 / Avg: 153113492 / Max: 156465247Min: 150508102 / Avg: 152906860.33 / Max: 154808656Min: 221653402 / Avg: 225851949.67 / Max: 2289734251. (CXX) g++ options: -m64 -lpthread -fno-exceptions -std=c++11 -pedantic -O3 -msse -msse3 -mpopcnt -flto

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: BlowfishEPYC 2 7R32Xeon 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 8375C20K40K60K80K100KSE +/- 203.51, N = 3SE +/- 149.28, N = 3SE +/- 8.37, N = 3SE +/- 24.01, N = 3SE +/- 107.83, N = 3SE +/- 233.27, N = 3SE +/- 275.51, N = 3SE +/- 355.34, N = 3SE +/- 99.39, N = 3SE +/- 700.53, N = 3SE +/- 56.93, N = 3SE +/- 33.58, N = 3SE +/- 1536.33, N = 366475403263559970955708883960478420783014286484084563261118471099781. (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: BlowfishEPYC 2 7R32Xeon 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 8375C20K40K60K80K100KMin: 66240 / Avg: 66474.67 / Max: 66880Min: 40071 / Avg: 40326.33 / Max: 40588Min: 35584 / Avg: 35598.67 / Max: 35613Min: 70910 / Avg: 70955 / Max: 70992Min: 70675 / Avg: 70887.67 / Max: 71025Min: 39252 / Avg: 39603.67 / Max: 40045Min: 77880 / Avg: 78420.33 / Max: 78784Min: 77594 / Avg: 78301 / Max: 78717Min: 42674 / Avg: 42863.67 / Max: 43010Min: 82930 / Avg: 84083.67 / Max: 85349Min: 56217 / Avg: 56326 / Max: 56409Min: 111783 / Avg: 111846.67 / Max: 111897Min: 106905 / Avg: 109977.67 / Max: 1115141. (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: MD5EPYC 2 7R32Xeon 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 8375C2M4M6M8M10MSE +/- 30550.50, N = 3SE +/- 14294.52, N = 3SE +/- 9073.77, N = 3SE +/- 11259.56, N = 3SE +/- 41921.89, N = 3SE +/- 34226.37, N = 3SE +/- 27545.92, N = 3SE +/- 32186.95, N = 3SE +/- 14468.36, N = 3SE +/- 67263.16, N = 3SE +/- 1855.92, N = 3SE +/- 29179.52, N = 3SE +/- 103333.33, N = 33972000365400033840006608333655466737276677102667715000040900007880000571433310714333104973331. (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: MD5EPYC 2 7R32Xeon 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 8375C2M4M6M8M10MMin: 3932000 / Avg: 3972000 / Max: 4032000Min: 3626000 / Avg: 3654000 / Max: 3673000Min: 3367000 / Avg: 3384000 / Max: 3398000Min: 6589000 / Avg: 6608333.33 / Max: 6628000Min: 6505000 / Avg: 6554666.67 / Max: 6638000Min: 3690000 / Avg: 3727666.67 / Max: 3796000Min: 7050000 / Avg: 7102666.67 / Max: 7143000Min: 7104000 / Avg: 7150000 / Max: 7212000Min: 4066000 / Avg: 4090000 / Max: 4116000Min: 7749000 / Avg: 7880000 / Max: 7972000Min: 5712000 / Avg: 5714333.33 / Max: 5718000Min: 10656000 / Avg: 10714333.33 / Max: 10745000Min: 10344000 / Avg: 10497333.33 / Max: 106940001. (CC) gcc options: -m64 -lssl -lcrypto -fopenmp -lgmp -pthread -lm -lz -ldl -lcrypt -lbz2

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 CompileEPYC 2 7R32Xeon 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 8375C70140210280350SE +/- 0.72, N = 3SE +/- 2.68, N = 3SE +/- 5.07, N = 3SE +/- 1.40, N = 3SE +/- 1.13, N = 3SE +/- 1.00, N = 3SE +/- 0.97, N = 3SE +/- 0.90, N = 3SE +/- 4.79, N = 3SE +/- 1.01, N = 3SE +/- 2.77, N = 3SE +/- 0.59, N = 3SE +/- 1.19, N = 3200.04281.68317.61244.94232.05301.53230.85216.89308.74221.52215.84178.75167.67
OpenBenchmarking.orgSeconds, Fewer Is BetterTimed LLVM Compilation 10.0Time To CompileEPYC 2 7R32Xeon 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 8375C60120180240300Min: 198.61 / Avg: 200.04 / Max: 200.85Min: 276.37 / Avg: 281.68 / Max: 284.93Min: 307.46 / Avg: 317.61 / Max: 322.83Min: 242.72 / Avg: 244.94 / Max: 247.52Min: 229.92 / Avg: 232.05 / Max: 233.75Min: 300.13 / Avg: 301.53 / Max: 303.47Min: 229.59 / Avg: 230.85 / Max: 232.77Min: 215.14 / Avg: 216.89 / Max: 218.14Min: 303.36 / Avg: 308.74 / Max: 318.29Min: 219.72 / Avg: 221.51 / Max: 223.23Min: 210.46 / Avg: 215.84 / Max: 219.7Min: 177.97 / Avg: 178.75 / Max: 179.91Min: 166.47 / Avg: 167.67 / Max: 170.05

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 19EPYC 2 7R32Xeon 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 8375C2 x Xeon Platinum 8490H SNC 220406080100SE +/- 0.062, N = 15SE +/- 0.023, N = 3SE +/- 0.128, N = 3SE +/- 0.128, N = 5SE +/- 0.094, N = 15SE +/- 0.062, N = 14SE +/- 0.111, N = 7SE +/- 0.093, N = 15SE +/- 0.016, N = 3SE +/- 0.148, N = 3SE +/- 0.071, N = 13SE +/- 0.058, N = 15SE +/- 0.111, N = 12SE +/- 0.992, N = 39.2308.3809.67210.2949.9498.30710.0889.6538.2039.1377.2838.4228.17977.3061. (CC) gcc options: -O3
OpenBenchmarking.orgSeconds, Fewer Is BetterZstd Compression 1.3.4Compressing ubuntu-16.04.3-server-i386.img, Compression Level 19EPYC 2 7R32Xeon 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 8375C2 x Xeon Platinum 8490H SNC 21530456075Min: 9.12 / Avg: 9.23 / Max: 10.09Min: 8.34 / Avg: 8.38 / Max: 8.42Min: 9.52 / Avg: 9.67 / Max: 9.93Min: 10.14 / Avg: 10.29 / Max: 10.8Min: 9.25 / Avg: 9.95 / Max: 10.7Min: 8.2 / Avg: 8.31 / Max: 9.11Min: 9.93 / Avg: 10.09 / Max: 10.75Min: 8.87 / Avg: 9.65 / Max: 10.6Min: 8.18 / Avg: 8.2 / Max: 8.23Min: 8.85 / Avg: 9.14 / Max: 9.34Min: 7.19 / Avg: 7.28 / Max: 8.13Min: 8.29 / Avg: 8.42 / Max: 9.16Min: 7.85 / Avg: 8.18 / Max: 9.3Min: 75.32 / Avg: 77.31 / Max: 78.331. (CC) gcc options: -O3

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 ProteinEPYC 2 7R32Xeon 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 8375C2 x Xeon Platinum 8490H SNC 2714212835SE +/- 0.37, N = 15SE +/- 0.13, N = 15SE +/- 0.08, N = 3SE +/- 0.32, N = 3SE +/- 0.33, N = 3SE +/- 0.03, N = 3SE +/- 0.12, N = 3SE +/- 0.26, N = 6SE +/- 0.19, N = 3SE +/- 0.25, N = 14SE +/- 0.44, N = 15SE +/- 0.92, N = 15SE +/- 0.81, N = 15SE +/- 0.62, N = 1520.8214.5613.0421.8922.5414.0122.6723.4315.3124.7915.9027.3525.9829.99-ljpeg -lpng -lz-lpng -lz-lpng -lz1. (CXX) g++ options: -O3 -rdynamic -lfftw3 -lm
OpenBenchmarking.orgns/day, More Is BetterLAMMPS Molecular Dynamics Simulator 9Jan2020Model: Rhodopsin ProteinEPYC 2 7R32Xeon 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 8375C2 x Xeon Platinum 8490H SNC 2714212835Min: 19.29 / Avg: 20.82 / Max: 24.09Min: 13.46 / Avg: 14.56 / Max: 15.2Min: 12.93 / Avg: 13.04 / Max: 13.2Min: 21.24 / Avg: 21.89 / Max: 22.21Min: 21.87 / Avg: 22.54 / Max: 22.9Min: 13.97 / Avg: 14.01 / Max: 14.06Min: 22.43 / Avg: 22.67 / Max: 22.82Min: 22.16 / Avg: 23.43 / Max: 23.85Min: 14.94 / Avg: 15.31 / Max: 15.57Min: 22 / Avg: 24.79 / Max: 25.33Min: 13.72 / Avg: 15.9 / Max: 18.63Min: 21.97 / Avg: 27.34 / Max: 33.41Min: 21.7 / Avg: 25.98 / Max: 31.16Min: 26.21 / Avg: 29.99 / Max: 35.151. (CXX) g++ options: -O3 -rdynamic -lfftw3 -lm

High Performance Conjugate Gradient

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

OpenBenchmarking.orgGFLOP/s, More Is BetterHigh Performance Conjugate Gradient 3.1EPYC 2 7R32Xeon W-3275MXeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CL2 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 8375C2 x Xeon Platinum 8490H SNC 21428425670