Xeon & EPYC Tests

Various Server CPU benchmarks

HTML result view exported from: https://openbenchmarking.org/result/2010205-VE-2009185VE44&grr.

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 8280AMD 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-WMOpenBenchmarking.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 -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: 0x500002cJava 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)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 3.8.2Security 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 disabledOpenCL Details- Xeon W-3275M: GPU Compute Cores: 4352

Xeon & EPYC Testsbuild-gcc: Time To Compilemkl-dnn: Convolution Batch conv_all - bf16bf16bf16mkl-dnn: Convolution Batch conv_all - u8s8f32mkl-dnn: Convolution Batch conv_all - f32pgbench: Buffer Test - Normal Load - Read Writemkl-dnn: Deconvolution Batch deconv_all - bf16bf16bf16mkl-dnn: Deconvolution Batch deconv_all - f32blender: Barbershop - CPU-Onlyradiance: Serialbuild-llvm: Time To Compilepgbench: Buffer Test - Normal Load - Read Onlynumpy: renaissance: Savina Reactors.IOmlpack: scikit_linearridgeregressionhpcg: blender: Pabellon Barcelona - CPU-Onlymlpack: scikit_qdaasmfish: 1024 Hash Memory, 26 Depthblender: Classroom - CPU-Onlyluxcorerender: Rainbow Colors and Prismdav1d: Chimera 1080p 10-bitbuild-gdb: Time To Compilemkl-dnn: Convolution Batch conv_googlenet_v3 - bf16bf16bf16mkl-dnn: Convolution Batch conv_googlenet_v3 - u8s8f32mrbayes: Primate Phylogeny Analysismkl-dnn: Convolution Batch conv_googlenet_v3 - f32ospray: San Miguel - Path Tracerdeepspeech: CPUbuild-linux-kernel: Time To Compileappleseed: Emilyospray: XFrog Forest - Path Tracerappleseed: Material Testerpyperformance: python_startupospray: San Miguel - SciVisblender: Fishy Cat - CPU-Onlyospray: XFrog Forest - SciVismlpack: scikit_icaradiance: SMP Parallelv-ray: CPUbuild2: Time To Compilepyperformance: floatstockfish: Total Timeluxcorerender: DLSCjohn-the-ripper: MD5appleseed: Disney Materialblender: BMW27 - CPU-Onlyrenaissance: Apache Spark Bayesnamd: ATPase Simulation - 327,506 Atomsbasis: ETC1Smkl-dnn: Convolution Batch conv_3d - u8s8f32renaissance: Apache Spark PageRankhimeno: Poisson Pressure Solvermkl-dnn: IP Batch All - u8s8f32pyperformance: regex_compilenpb: EP.Dmkl-dnn: IP Batch All - f32ospray: NASA Streamlines - Path Tracermkl-dnn: Convolution Batch conv_3d - bf16bf16bf16npb: BT.Cembree: Pathtracer - Asian Dragon Objmkl-dnn: IP Batch 1D - f32pyperformance: django_templateembree: Pathtracer ISPC - Asian Dragon Objjohn-the-ripper: Blowfishtungsten: Water Causticbasis: UASTC Level 3intel-mpi: IMB-P2P PingPonglzbench: Crush 0 - Decompressionlzbench: Crush 0 - Compressionpybench: Total For Average Test Timescompress-zstd: Compressing ubuntu-16.04.3-server-i386.img, Compression Level 19lzbench: Zstd 8 - Decompressionlzbench: Zstd 8 - Compressionlzbench: Brotli 2 - Decompressionlzbench: Brotli 2 - Compressionnpb: LU.Clzbench: Zstd 1 - Decompressionlzbench: Zstd 1 - Compressionarrayfire: BLAS CPUmlpack: scikit_svmospray: NASA Streamlines - SciVissvt-av1: Enc Mode 4 - 1080pmkl-dnn: Deconvolution Batch deconv_1d - u8s8f32mkl-dnn: Deconvolution Batch deconv_1d - bf16bf16bf16mkl-dnn: Deconvolution Batch deconv_1d - f32mkl-dnn: Convolution Batch conv_alexnet - bf16bf16bf16embree: Pathtracer - Crownembree: Pathtracer ISPC - Crownmkl-dnn: Convolution Batch conv_alexnet - u8s8f32embree: Pathtracer - Asian Dragonmkl-dnn: Deconvolution Batch deconv_3d - u8s8f32phpbench: PHP Benchmark Suiterenaissance: Scala Dottymkl-dnn: Convolution Batch conv_alexnet - f32dav1d: Summer Nature 4Kdav1d: Summer Nature 1080pmkl-dnn: IP Batch 1D - bf16bf16bf16embree: Pathtracer ISPC - Asian Dragonnpb: SP.Barrayfire: Conjugate Gradient CPUospray: Magnetic Reconnection - SciVissvt-av1: Enc Mode 8 - 1080psmhasher: wyhashscikit-learn: smhasher: wyhashtungsten: Hairsvt-vp9: Visual Quality Optimized - Bosphorus 1080pdacapobench: Jythonnpb: MG.Clammps: Rhodopsin Proteinnettle: aes256oidn: Memorialmkl-dnn: Deconvolution Batch deconv_3d - bf16bf16bf16mkl-dnn: Deconvolution Batch deconv_3d - f32npb: EP.Cnettle: sha512cloverleaf: Lagrangian-Eulerian Hydrodynamicsnettle: chachanettle: 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 8280849.19211728.8710.1406105.7289571485.47177.79730.7200.039891303.121943323.5819303.5611.7917.0608132.0439.54113278977101.348.12140.14108.675730.30692.36142.54134.7372.8159924.005147.6858565.85175.19370816.358.8265.6711.0349.47219.6526289759.9561167650287.28397200062.43104741.763057.0590.4861454.3103076.7621641.9543769.723664149.3392133570.468.8839016.60106415.5347.58061.6756066.445.43306647522.324719.19320348261.0289853808112269.23012668356416599821.891148418990.79815.1676.925.7141131.132.2254047.646445.18691301.3652.95321899.245005246577.34396.6881321.17676.1652.354151225.1835.134054.47210.4197.67455291.17524649330.1520.8214665.3328.712.204713485.99478.090.36750.3572046.35994.5833880.442967.92878.39011704.2318043293.941292.62304.79665.7281.678567696.505912367.5625186.6661.9914.1623265.4132.6566225641213.363.7981.60134.824188.61113.4504143.34849.87443.25123.8525236.367196.9297863.17124.14730117.734.48118.095.7254.91219.8363301466.41594.5611706513.533654000106.64339274.962743.6230.8143447.6536183.1121015.5433866.0909883.592181573210.527.544398.6916.590669347.5827.19522.8671549.930.34584032621.551730.63420246604.6231885091099518.38012988472119669606.8412995083128.3915.7845.456.3890.4584227.615951.74515702.06524.550326.401031.989330.10573852.377343396970.904108.568256.60537.845.5630435.149531426.534.4234053.81926298.779.66118.50812.7104282.18432135376.1114.5627070.6027.358.462732.275263025.11550.931.141172.1533207.981067.6414364.003402.07874.2015941.3181413368.211029.24350.47842.099317.610512031.419231321.1326711.1732.0013.6425305.2031.9859350794246.813.3067.33132.228207.91112.7059138.84648.06403.00117.3569241.137219.31972.96127.99629611.432.97134.225.3861.20273.1252906176.147122544371173.043384000120.16934686.893017.3250.8692557.3997095.6222226.8453152.5014373.432362002677.647.890718.0917.321751975.3523.71922.6997764.128.29283559925.355535.98316759832.260874049112509.67210897158716065522.4610614102950.1618.6743.485.1120.4156147.982921.63928796.75321.382924.726730.880026.06384426.065697937200.752107.804205.63353.785.6990032.908824288.344.67737.0446.87320221.2512.08824.18714.8046256.24501233490.0313.0405517.0227.999.371072.200532641.32436.731.11920.5132492.481073.7622198.181734.20461.9353168.7320811904.45743.695211.37841.323244.940790827.572464293.5328251.8282.4216.5171157.9941.29105070606124.675.5288.66146.435106.7147.63651141.89825.06725.54135.0510029.276163.7072325.71197.29377422.661.5879.2210.3257.69255.5885305169.1951231041066765.86660833373.21622448.003813.7460.4542258.2803548.6025636.6943130.8587132.781932005284.346.6584215.549.1875184766.1442.49461.5372964.150.86487095524.779223.14732444647.43478339686125310.2949667154315994642.9910324075650.7119.6276.925.9960.3614144.465231.22589399.30838.103346.418419.372346.90842252.675743487566.34255.3565212.99400.244.4644059.050238493.577.60462.552.31420231.5812.95424.1549.09073229.53516143490.1521.8875523.3133.104.856891.263955059.02438.230.63917.5052516.871012.0352197.811793.75559.4684009.4053311904.28739.163211.33841.647232.053795715.311355310.4028107.0362.3027.1060158.1342.88119912357124.596.4089.55129.689106.8938.74794139.75025.77225.58117.7261327.581161.8463145.71185.22973411.362.579.0010.4258.48258.3435180366.6671231035138535.88655466773.58191347.633495.6120.4455157.8263551.3825275.1593147.9075213.048662005310.169.9766915.6259.20665104107.9942.76131.5768764.250.97697088824.543723.08831988149.2463773948812529.949101169551157120961.9110273995319.5818.7676.925.9550.3762224.490391.25795399.29838.122246.175722.383046.79202238.055734837256.92056.6465215.64431.764.4891859.056353978.908.43062.553.04020225.1812.45924.1519.26217229.91517263393.3522.5355513.0833.894.871941.266495052.63437.620.78917.7502497.861107.3663639.273089.34821.9674087.3028972751.001123.68310.51796.578301.531546028.338296340.7223866.7401.91271.6831.5164230868215.913.9263.01142.501173.38112.0288133.48345.12713.36117.8664438.734211.9412513.33129.030611.637.04119.366.0258.57257.2323394774.265581721073.633727667117.15179875.862739.0020.7772454.1946437.6021895.6433318.9791663.344273033.287.407049.0914.074769011.3527.66852.3860660.631.56753960424.212732.19919096342.6521744279711848.30711457561916811224303281.5817.8347.625.6530.3782296.597781.47084662.75525.121827.784427.977930.56533985.106048576900.19398.6664208.50315.515.5968036.752429919.014.1964051.59120556.9611.21223.67613.8818256.02478634708.6014.0145830.3030.228.316772.165812974.15462.781.05970.3832661.611110.2041842.971579.11436.8604921.0770961833.27877.207195.61797.156230.854873066.757012313.3528365.5682.1316.5282142.8140.35107388344109.346.7982.65159.49890.26366.82540134.88323.67296.21140.4394928.129161.3768146.41195.11148625.266.6770.2211.6355.90241.0636217565.7721171097533776.95710266772.84842641.223859.3790.4017355.4563243.0024909.6553315.2954713.105301905973.186.3865217.447.65561102113.0549.10611.6310660.856.45957842023.820721.12036872935.14492841293118210.08810227457116810784306330.9319.0590.916.4550.3364263.950671.30395332.31943.989450.946018.392954.19642063.236064367347.07951.4429211.05371.482.8531065.545246295.798.94771.4353.96120554.9212.05523.6718.34744227.90503745188.2322.6665852.8233.574.494641.252945667.76465.400.61975.0812657.681068.4721844.781640.45534.3282150.9176521838.60881.087195.96796.433216.886857060.935930324.3927891.3012.1626.7025143.3140.64122933930109.917.4482.87143.64590.39827.79708134.99724.11476.25123.8147226.583162.4956156.44186.30603311.866.6770.1211.6354.84246.1596137868.5581171123627236.99715000073.50382841.333402.0460.3884055.2783271.4023916.2303331.3774033.296151896088.089.7135517.547.67517131794.2349.28151.6064160.656.50677830123.907721.40436807805.9275364159311829.65310587358016610884233972.3217.9490.916.3990.3517193.983931.34411337.88343.823851.198220.090954.20412064.026065486956.90152.9979216.00391.252.8908665.367966865.457.46771.4354.13520553.0511.76323.6458.66791227.89501366470.5623.4345852.2235.524.494051.251275763.37465.180.71974.4582654.231063.7053497.472846.12765.74553139.0577772935.991113.54287.80728.361308.741560887.766696330.3321975.1221.6714.9097246.3130.4568762075198.254.1165.40144.643166.98411.2900128.84842.07583.52118.0937740.898197.6495053.46123.97910311.238.46110.676.2567.362353471074.118109628913123.794090000103.83309969.802674.1750.7070951.4465919.9420621.2293510.2051593.231211643283.386.795099.4914.078071842.3429.20612.3945146.233.04904286422.016730.68916653864.76811644010110768.20312247767318174255.6712124573432.1617.19506.0300.3710366.553741.46232637.37426.280028.773026.839132.24743716.986491646664.25494.1937199.08323.204.8317038.310032682.144.11542.8751.9179.12722.67812.6863265.40454737089.0515.3146313.1631.107.696051.962793194.18501.980.961051.1112867.481005.5301766.351517.44496.81624466.9112271779.15881.783187.33728.246221.515909916.490086321.8226764.9411.8228.8542129.0138.35133839896100.477.1585.14142.69586.53917.46050129.98623.17726.53122.2246827.309154.9807526.67193.4424111.269.5266.3912.0563.35226.0766433162.7761091197157957.19788000068.61827238.793228.6330.3622652.6943005.4823588.3973514.6041063.110021646284.659.5246618.187.92912136046.5351.78531.6398645.958.69458408421.589619.88531821690.5507254289610739.137112475623176140090.3211684493430.2817.1990.917.0330.3944554.068471.24029320.06045.612153.230419.814357.48701893.726496936890.60649.8437221.31409.883.6596468.424170893.417.48171.4356.9829.39222.6777.82706233.17471169175.1224.7886320.0034.494.358171.136086104.94500.980.691051.9362868.69OpenBenchmarking.org

Timed GCC Compilation

Time To Compile

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed GCC Compilation 9.3.0Time 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 82802004006008001000SE +/- 0.63, N = 3SE +/- 0.44, N = 3SE +/- 0.67, N = 3SE +/- 1.08, N = 3SE +/- 0.68, N = 3SE +/- 0.80, N = 3SE +/- 0.66, N = 3SE +/- 2.75, N = 3SE +/- 0.29, N = 3SE +/- 0.24, N = 3849.19994.581067.641073.761012.041107.371110.201068.471063.711005.53

MKL-DNN DNNL

Harness: Convolution Batch conv_all - Data Type: bf16bf16bf16

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 82809001800270036004500SE +/- 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 = 33880.444364.002198.182197.813639.271842.971844.783497.471766.35MIN: 3767MIN: 4358.26MIN: 2191.82MIN: 2191.04MIN: 3627.59MIN: 1827.15MIN: 1827.01MIN: 3490.41MIN: 1757.11. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl

MKL-DNN DNNL

Harness: Convolution Batch conv_all - Data Type: u8s8f32

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 82803K6K9K12K15KSE +/- 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 = 311728.802967.923402.071734.201793.753089.341579.111640.452846.121517.44MIN: 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

MKL-DNN DNNL

Harness: Convolution Batch conv_all - Data Type: f32

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 82802004006008001000SE +/- 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 = 3710.14878.39874.20461.94559.47821.97436.86534.33765.75496.82MIN: 700.52MIN: 819.94MIN: 868.41MIN: 457.45MIN: 553.8MIN: 794.87MIN: 423.96MIN: 520.78MIN: 755.35MIN: 488.361. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl

PostgreSQL pgbench

Scaling: Buffer Test - Test: Normal Load - Mode: Read Write

OpenBenchmarking.orgTPS, More Is BetterPostgreSQL pgbench 12.0Scaling: Buffer Test - Test: Normal Load - Mode: Read WriteEPYC 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 828011K22K33K44K55KSE +/- 319.58, N = 12SE +/- 85.02, N = 3SE +/- 245.15, N = 12SE +/- 408.27, N = 6SE +/- 56.30, N = 3SE +/- 151.64, N = 9SE +/- 204.93, N = 12SE +/- 72.69, N = 6SE +/- 370.72, N = 3SE +/- 19.82, N = 36105.7311704.235941.323168.734009.414087.304921.082150.9253139.0624466.911. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -lcrypt -ldl -lm

MKL-DNN DNNL

Harness: Deconvolution Batch deconv_all - Data Type: bf16bf16bf16

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 82807001400210028003500SE +/- 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 = 33293.943368.211904.451904.282751.001833.271838.602935.991779.15MIN: 3137.48MIN: 3365.01MIN: 1899.24MIN: 1898.87MIN: 2720.09MIN: 1806.74MIN: 1808.61MIN: 2926MIN: 1772.451. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl

MKL-DNN DNNL

Harness: Deconvolution Batch deconv_all - Data Type: f32

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 828030060090012001500SE +/- 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 = 31485.471292.621029.24743.70739.161123.68877.21881.091113.54881.78MIN: 1462.15MIN: 1177.9MIN: 1023.45MIN: 737.27MIN: 731.99MIN: 1108.94MIN: 867.81MIN: 860.45MIN: 1108.65MIN: 874.011. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl

Blender

Blend File: Barbershop - Compute: CPU-Only

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.82Blend File: Barbershop - Compute: CPU-OnlyEPYC 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 828080160240320400SE +/- 0.49, N = 3SE +/- 0.22, N = 3SE +/- 0.10, N = 3SE +/- 0.10, N = 3SE +/- 0.16, N = 3SE +/- 0.21, N = 3SE +/- 0.14, N = 3SE +/- 0.56, N = 3SE +/- 0.20, N = 3SE +/- 0.40, N = 3177.79304.79350.47211.37211.33310.51195.61195.96287.80187.33

Radiance Benchmark

Test: Serial

OpenBenchmarking.orgSeconds, Fewer Is BetterRadiance Benchmark 5.0Test: SerialEPYC 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 82802004006008001000730.70665.70842.10841.32841.65796.58797.16796.43728.36728.25

Timed LLVM Compilation

Time To Compile

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 828070140210280350SE +/- 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 = 3200.04281.68317.61244.94232.05301.53230.85216.89308.74221.52

PostgreSQL pgbench

Scaling: Buffer Test - Test: Normal Load - Mode: Read Only

OpenBenchmarking.orgTPS, More Is BetterPostgreSQL pgbench 12.0Scaling: Buffer Test - Test: Normal Load - Mode: Read OnlyEPYC 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 8280200K400K600K800K1000KSE +/- 953.22, N = 3SE +/- 3571.60, N = 3SE +/- 194.45, N = 3SE +/- 1194.42, N = 3SE +/- 2473.02, N = 3SE +/- 2217.17, N = 3SE +/- 12996.71, N = 4SE +/- 2758.93, N = 3SE +/- 1625.61, N = 3SE +/- 10457.35, N = 3891303.12567696.51512031.42790827.57795715.31546028.34873066.76857060.94560887.77909916.491. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -lcrypt -ldl -lm

Numpy Benchmark

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 828080160240320400SE +/- 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 = 3323.58367.56321.13293.53310.40340.72313.35324.39330.33321.82

Renaissance

Test: Savina Reactors.IO

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 82806K12K18K24K30KSE +/- 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 = 2519303.5625186.6726711.1728251.8328107.0423866.7428365.5727891.3021975.1226764.94

Mlpack Benchmark

Benchmark: scikit_linearridgeregression

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 82800.54451.0891.63352.1782.7225SE +/- 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 = 31.791.992.002.422.301.912.132.161.671.82

High Performance Conjugate Gradient

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 8280714212835SE +/- 0.00, N = 3SE +/- 0.15, N = 3SE +/- 0.03, N = 3SE +/- 0.00, N = 3SE +/- 0.13, N = 3SE +/- 0.00, N = 3SE +/- 0.09, N = 3SE +/- 0.04, N = 3SE +/- 0.25, N = 317.0614.1613.6416.5227.1116.5326.7014.9128.851. (CXX) g++ options: -O3 -ffast-math -ftree-vectorize -pthread -lmpi_cxx -lmpi

Blender

Blend File: Pabellon Barcelona - Compute: CPU-Only

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.82Blend File: Pabellon Barcelona - Compute: CPU-OnlyEPYC 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 828070140210280350SE +/- 0.51, N = 3SE +/- 0.73, N = 3SE +/- 0.07, N = 3SE +/- 0.13, N = 3SE +/- 0.05, N = 3SE +/- 0.31, N = 3SE +/- 0.25, N = 3SE +/- 0.50, N = 3SE +/- 0.05, N = 3SE +/- 0.26, N = 3132.04265.41305.20157.99158.13271.68142.81143.31246.31129.01

Mlpack Benchmark

Benchmark: scikit_qda

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 82801020304050SE +/- 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 = 339.5432.6531.9841.2942.8831.5140.3540.6430.4538.35

asmFish

1024 Hash Memory, 26 Depth

OpenBenchmarking.orgNodes/second, More Is BetterasmFish 2018-07-231024 Hash Memory, 26 DepthEPYC 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 828030M60M90M120M150MSE +/- 617926.69, N = 3SE +/- 845752.34, N = 4SE +/- 95127.60, N = 3SE +/- 1538634.72, N = 3SE +/- 1707658.59, N = 3SE +/- 950786.26, N = 3SE +/- 526881.33, N = 3SE +/- 499401.71, N = 3SE +/- 450047.19, N = 3SE +/- 491864.96, N = 311327897766225641593507941050706061199123576423086810738834412293393068762075133839896

Blender

Blend File: Classroom - Compute: CPU-Only

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.82Blend File: Classroom - Compute: CPU-OnlyEPYC 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 828050100150200250SE +/- 0.40, N = 3SE +/- 0.32, N = 3SE +/- 0.14, N = 3SE +/- 0.17, N = 3SE +/- 0.06, N = 3SE +/- 0.37, N = 3SE +/- 0.33, N = 3SE +/- 0.09, N = 3SE +/- 0.36, N = 3SE +/- 0.26, N = 3101.34213.36246.81124.67124.59215.91109.34109.91198.25100.47

LuxCoreRender

Scene: Rainbow Colors and Prism

OpenBenchmarking.orgM samples/sec, More Is BetterLuxCoreRender 2.3Scene: Rainbow Colors and PrismEPYC 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 8280246810SE +/- 0.06, N = 3SE +/- 0.03, N = 15SE +/- 0.00, N = 3SE +/- 0.37, N = 15SE +/- 0.04, N = 3SE +/- 0.01, N = 3SE +/- 0.33, N = 12SE +/- 0.03, N = 3SE +/- 0.04, N = 3SE +/- 0.40, N = 158.123.793.305.526.403.926.797.444.117.15MIN: 7.87 / MAX: 8.3MIN: 3.45 / MAX: 3.89MIN: 3.24 / MAX: 3.33MIN: 2.11 / MAX: 6.54MIN: 5.65 / MAX: 6.54MIN: 3.78 / MAX: 3.98MIN: 3.95 / MAX: 7.68MIN: 6.75 / MAX: 7.63MIN: 3.96 / MAX: 4.16MIN: 2.92 / MAX: 8.11

dav1d

Video Input: Chimera 1080p 10-bit

OpenBenchmarking.orgFPS, More Is Betterdav1d 0.6.0Video Input: Chimera 1080p 10-bitEPYC 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 8280306090120150SE +/- 0.60, N = 3SE +/- 0.05, N = 3SE +/- 0.13, N = 3SE +/- 0.56, N = 3SE +/- 0.04, N = 3SE +/- 0.18, N = 3SE +/- 0.27, N = 3SE +/- 0.45, N = 3SE +/- 0.12, N = 3SE +/- 0.07, N = 3140.1481.6067.3388.6689.5563.0182.6582.8765.4085.14MIN: 101.2 / MAX: 212.94MIN: 55.07 / MAX: 147.52MIN: 49.41 / MAX: 122.02MIN: 69.45 / MAX: 129.53MIN: 69.22 / MAX: 130.8MIN: 47.23 / MAX: 110.25MIN: 65.81 / MAX: 118.98MIN: 65.6 / MAX: 121.56MIN: 49.2 / MAX: 111MIN: 66.74 / MAX: 126.851. (CC) gcc options: -pthread

Timed GDB GNU Debugger Compilation

Time To Compile

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 82804080120160200SE +/- 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 = 3108.68134.82132.23146.44129.69142.50159.50143.65144.64142.70

MKL-DNN DNNL

Harness: Convolution Batch conv_googlenet_v3 - Data Type: bf16bf16bf16

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 828050100150200250SE +/- 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 = 3188.61207.91106.71106.89173.3890.2690.40166.9886.54MIN: 178.56MIN: 207.27MIN: 105.9MIN: 105.9MIN: 171.91MIN: 88.8MIN: 88.8MIN: 166.21MIN: 85.561. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl

MKL-DNN DNNL

Harness: Convolution Batch conv_googlenet_v3 - Data Type: u8s8f32

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 8280160320480640800SE +/- 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 = 3730.3060013.4504012.705907.636518.7479412.028806.825407.7970811.290007.46050MIN: 698.321. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl

Timed MrBayes Analysis

Primate Phylogeny Analysis

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 8280306090120150SE +/- 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 = 392.36143.35138.85141.90139.75133.48134.88135.00128.85129.99-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 -mmpx1. (CC) gcc options: -mmmx -msse -msse2 -msse3 -mssse3 -msse4.1 -msse4.2 -maes -mavx -mfma -mavx2 -mrdrnd -mbmi -mbmi2 -madx -mabm -O3 -std=c99 -pedantic -lm

MKL-DNN DNNL

Harness: Convolution Batch conv_googlenet_v3 - Data Type: f32

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 82801122334455SE +/- 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 = 342.5449.8748.0625.0725.7745.1323.6724.1142.0823.18MIN: 40.72MIN: 44.78MIN: 47.62MIN: 24.48MIN: 24.46MIN: 43.29MIN: 22.38MIN: 22.8MIN: 41.31MIN: 221. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl

OSPray

Demo: San Miguel - Renderer: Path Tracer

OpenBenchmarking.orgFPS, More Is BetterOSPray 1.8.5Demo: San Miguel - Renderer: Path TracerEPYC 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 8280246810SE +/- 0.01, N = 3SE +/- 0.00, N = 12SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 12SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 54.733.253.005.545.583.366.216.253.526.53MIN: 4.69 / MAX: 4.78MIN: 3.16 / MAX: 3.28MIN: 2.99 / MAX: 3.01MIN: 5.49 / MAX: 5.59MIN: 4.61 / MAX: 5.62MIN: 3.34 / MAX: 3.39MIN: 6.06 / MAX: 6.25MIN: 5.13 / MAX: 6.29MIN: 3.48 / MAX: 3.53MIN: 5.18 / MAX: 6.58

DeepSpeech

Acceleration: CPU

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 8280306090120150SE +/- 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 = 372.82123.85117.36135.05117.73117.87140.44123.81118.09122.22

Timed Linux Kernel Compilation

Time To Compile

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Linux Kernel Compilation 5.4Time 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 8280918273645SE +/- 0.19, N = 13SE +/- 0.35, N = 9SE +/- 0.44, N = 7SE +/- 0.37, N = 14SE +/- 0.23, N = 14SE +/- 0.40, N = 13SE +/- 0.28, N = 14SE +/- 0.29, N = 13SE +/- 0.42, N = 8SE +/- 0.25, N = 1424.0136.3741.1429.2827.5838.7328.1326.5840.9027.31

Appleseed

Scene: Emily

OpenBenchmarking.orgSeconds, Fewer Is BetterAppleseed 2.0 BetaScene: EmilyEPYC 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 828050100150200250147.69196.93219.32163.71161.85211.94161.38162.50197.65154.98

OSPray

Demo: XFrog Forest - Renderer: Path Tracer

OpenBenchmarking.orgFPS, More Is BetterOSPray 1.8.5Demo: XFrog Forest - Renderer: Path TracerEPYC 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 8280246810SE +/- 0.02, N = 3SE +/- 0.00, N = 7SE +/- 0.00, N = 6SE +/- 0.01, N = 6SE +/- 0.00, N = 12SE +/- 0.00, N = 5SE +/- 0.00, N = 15SE +/- 0.01, N = 3SE +/- 0.00, N = 4SE +/- 0.00, N = 125.853.172.965.715.713.336.416.443.466.67MIN: 5.65 / MAX: 5.99MIN: 3.09 / MAX: 3.19MIN: 2.92 / MAX: 2.99MIN: 5.59 / MAX: 5.75MIN: 5.08 / MAX: 5.78MIN: 3.3 / MAX: 3.36MIN: 6.21 / MAX: 6.45MIN: 5.92 / MAX: 6.49MIN: 3.41 / MAX: 3.47MIN: 5.85 / MAX: 6.76

Appleseed

Scene: Material Tester

OpenBenchmarking.orgSeconds, Fewer Is BetterAppleseed 2.0 BetaScene: Material TesterEPYC 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 82804080120160200175.19124.15128.00197.29185.23129.03195.11186.31123.98193.44

PyPerformance

Benchmark: python_startup

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: python_startupEPYC 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 8280612182430SE +/- 0.00, N = 3SE +/- 0.09, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.00, N = 3SE +/- 0.03, N = 3SE +/- 0.07, N = 3SE +/- 0.07, N = 3SE +/- 0.03, N = 316.317.711.422.611.311.625.211.811.211.2

OSPray

Demo: San Miguel - Renderer: SciVis

OpenBenchmarking.orgFPS, More Is BetterOSPray 1.8.5Demo: San Miguel - Renderer: SciVisEPYC 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 82801530456075SE +/- 0.00, N = 12SE +/- 0.00, N = 12SE +/- 0.36, N = 3SE +/- 0.92, N = 4SE +/- 0.00, N = 3SE +/- 0.00, N = 12SE +/- 0.00, N = 12SE +/- 0.00, N = 12SE +/- 0.00, N = 12SE +/- 0.62, N = 1558.8234.4832.9761.5862.5037.0466.6766.6738.4669.52MIN: 52.63 / MAX: 62.5MIN: 30.3 / MAX: 35.71MIN: 32.26 / MAX: 33.33MIN: 55.56 / MAX: 62.5MIN: 35.71MIN: 34.48MIN: 55.56 / MAX: 71.43MIN: 38.46 / MAX: 71.43MIN: 37.04MIN: 37.04 / MAX: 71.43

Blender

Blend File: Fishy Cat - Compute: CPU-Only

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.82Blend File: Fishy Cat - Compute: CPU-OnlyEPYC 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 8280306090120150SE +/- 0.05, N = 3SE +/- 0.05, N = 3SE +/- 0.08, N = 3SE +/- 0.14, N = 3SE +/- 0.11, N = 3SE +/- 0.14, N = 3SE +/- 0.19, N = 3SE +/- 0.23, N = 3SE +/- 0.16, N = 3SE +/- 0.03, N = 365.67118.09134.2279.2279.00119.3670.2270.12110.6766.39

OSPray

Demo: XFrog Forest - Renderer: SciVis

OpenBenchmarking.orgFPS, More Is BetterOSPray 1.8.5Demo: XFrog Forest - Renderer: SciVisEPYC 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 82803691215SE +/- 0.04, N = 3SE +/- 0.00, N = 8SE +/- 0.00, N = 12SE +/- 0.02, N = 7SE +/- 0.00, N = 12SE +/- 0.00, N = 12SE +/- 0.00, N = 12SE +/- 0.00, N = 12SE +/- 0.00, N = 3SE +/- 0.00, N = 1211.035.725.3810.3210.426.0211.6311.636.2512.05MIN: 10.75 / MAX: 11.24MIN: 5.56 / MAX: 5.78MIN: 5.29 / MAX: 5.41MIN: 10.1 / MAX: 10.42MIN: 8.2 / MAX: 10.53MIN: 5.95 / MAX: 6.1MIN: 11.11 / MAX: 11.76MIN: 9.8 / MAX: 11.9MIN: 6.13 / MAX: 6.29MIN: 9.71 / MAX: 12.2

Mlpack Benchmark

Benchmark: scikit_ica

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 82801530456075SE +/- 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 = 349.4754.9161.2057.6958.4858.5755.9054.8467.3663.35

Radiance Benchmark

Test: SMP Parallel

OpenBenchmarking.orgSeconds, Fewer Is BetterRadiance Benchmark 5.0Test: SMP ParallelEPYC 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 828060120180240300219.65219.84273.13255.59258.34257.23241.06246.16235.00226.08

Chaos Group V-RAY

Mode: CPU

OpenBenchmarking.orgKsamples, More Is BetterChaos Group V-RAY 4.10.07Mode: 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 828014K28K42K56K70KSE +/- 183.86, N = 3SE +/- 401.71, N = 3SE +/- 88.49, N = 3SE +/- 48.95, N = 3SE +/- 332.60, N = 3SE +/- 15.25, N = 3SE +/- 219.47, N = 3SE +/- 584.43, N = 3SE +/- 306.00, N = 3SE +/- 474.70, N = 362897330142906153051518033394762175613783471064331

Build2

Time To Compile

OpenBenchmarking.orgSeconds, Fewer Is BetterBuild2 0.12Time 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 828020406080100SE +/- 0.40, N = 3SE +/- 0.14, N = 3SE +/- 0.03, N = 3SE +/- 0.19, N = 3SE +/- 0.49, N = 3SE +/- 0.42, N = 3SE +/- 0.62, N = 3SE +/- 0.46, N = 3SE +/- 0.13, N = 3SE +/- 0.09, N = 359.9666.4276.1569.2066.6774.2765.7768.5674.1262.78

PyPerformance

Benchmark: float

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: floatXeon 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 8280306090120150SE +/- 0.12, N = 3SE +/- 0.33, N = 3SE +/- 0.33, N = 394.5122.0123.0123.0117.0117.0109.0109.0

Stockfish

Total Time

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 828030M60M90M120M150MSE +/- 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 = 3116765028611706515443711710410667610351385358172107109753377112362723628913121197157951. (CXX) g++ options: -m64 -lpthread -fno-exceptions -std=c++11 -pedantic -O3 -msse -msse3 -mpopcnt -flto

LuxCoreRender

Scene: DLSC

OpenBenchmarking.orgM samples/sec, More Is BetterLuxCoreRender 2.3Scene: DLSCEPYC 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 8280246810SE +/- 0.10, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.03, N = 3SE +/- 0.04, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.04, N = 3SE +/- 0.00, N = 3SE +/- 0.09, N = 37.283.533.045.865.883.636.956.993.797.19MIN: 7.01 / MAX: 7.86MIN: 3.46 / MAX: 3.66MIN: 2.93 / MAX: 3.16MIN: 5.7 / MAX: 6.16MIN: 5.75 / MAX: 6.19MIN: 3.44 / MAX: 3.8MIN: 6.73 / MAX: 7.34MIN: 6.72 / MAX: 7.38MIN: 3.65 / MAX: 3.94MIN: 6.83 / MAX: 7.6

John The Ripper

Test: MD5

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 82802M4M6M8M10MSE +/- 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 = 339720003654000338400066083336554667372766771026677150000409000078800001. (CC) gcc options: -m64 -lssl -lcrypto -fopenmp -lgmp -pthread -lm -lz -ldl -lcrypt -lbz2

Appleseed

Scene: Disney Material

OpenBenchmarking.orgSeconds, Fewer Is BetterAppleseed 2.0 BetaScene: Disney MaterialEPYC 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 828030609012015062.43106.64120.1773.2273.58117.1572.8573.50103.8368.62

Blender

Blend File: BMW27 - Compute: CPU-Only

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.82Blend File: BMW27 - Compute: CPU-OnlyEPYC 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 828020406080100SE +/- 0.10, N = 3SE +/- 0.12, N = 3SE +/- 0.14, N = 3SE +/- 0.05, N = 3SE +/- 0.11, N = 3SE +/- 0.26, N = 3SE +/- 0.06, N = 3SE +/- 0.21, N = 3SE +/- 0.09, N = 3SE +/- 0.09, N = 341.7674.9686.8948.0047.6375.8641.2241.3369.8038.79

Renaissance

Test: Apache Spark Bayes

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 82808001600240032004000SE +/- 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 = 253057.062743.623017.333813.753495.612739.003859.383402.052674.183228.63

NAMD

ATPase Simulation - 327,506 Atoms

OpenBenchmarking.orgdays/ns, Fewer Is BetterNAMD 2.13ATPase Simulation - 327,506 AtomsEPYC 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 82800.19560.39120.58680.78240.978SE +/- 0.00084, N = 3SE +/- 0.00775, N = 15SE +/- 0.00063, N = 3SE +/- 0.00012, N = 3SE +/- 0.00038, N = 3SE +/- 0.01127, N = 4SE +/- 0.00066, N = 3SE +/- 0.00016, N = 3SE +/- 0.00060, N = 3SE +/- 0.00133, N = 30.486140.814340.869250.454220.445510.777240.401730.388400.707090.36226

Basis Universal

Settings: ETC1S

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 82801326395265SE +/- 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 = 354.3147.6557.4058.2857.8354.1955.4655.2851.4552.691. (CXX) g++ options: -std=c++11 -fvisibility=hidden -fPIC -fno-strict-aliasing -O3 -rdynamic -lm -lpthread

MKL-DNN DNNL

Harness: Convolution Batch conv_3d - Data Type: u8s8f32

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 828015003000450060007500SE +/- 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 = 33076.766183.117095.623548.603551.386437.603243.003271.405919.943005.48MIN: 3011.81MIN: 5934.01MIN: 7085.95MIN: 3529.41MIN: 3527.13MIN: 6341.76MIN: 3183.9MIN: 3209.1MIN: 5895.99MIN: 2934.551. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl

Renaissance

Test: Apache Spark PageRank

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 82805K10K15K20K25KSE +/- 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 = 621641.9521015.5422226.8525636.6925275.1621895.6424909.6623916.2320621.2323588.40

Himeno Benchmark

Poisson Pressure Solver

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 82808001600240032004000SE +/- 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 = 33769.723866.093152.503130.863147.913318.983315.303331.383510.213514.601. (CC) gcc options: -O3 -mavx2

MKL-DNN DNNL

Harness: IP Batch All - Data Type: u8s8f32

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 8280306090120150SE +/- 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 = 4149.339003.592183.432362.781933.048663.344273.105303.296153.231213.11002MIN: 144.741. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl

PyPerformance

Benchmark: regex_compile

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: regex_compileEPYC 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 828050100150200250SE +/- 0.33, N = 3SE +/- 1.20, N = 3SE +/- 0.33, N = 3213157200200200190189164164

NAS Parallel Benchmarks

Test / Class: EP.D

OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: EP.DEPYC 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 828013002600390052006500SE +/- 5.75, N = 3SE +/- 4.09, N = 3SE +/- 38.58, N = 4SE +/- 84.22, N = 3SE +/- 89.39, N = 3SE +/- 39.87, N = 5SE +/- 91.47, N = 3SE +/- 89.09, N = 3SE +/- 46.76, N = 4SE +/- 148.86, N = 123570.463210.522677.645284.345310.163033.285973.186088.083283.386284.651. (F9X) gfortran options: -O3 -march=native -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi2. EPYC 2 7R32: Open MPI 3.1.33. Xeon W-3275M: Open MPI 3.1.34. Xeon Platinum 8259CL: Open MPI 3.1.35. 2 x Xeon Platinum 8259CL NUMA off: Open MPI 3.1.36. 2 x Xeon Platinum 8259CL: Open MPI 3.1.37. Xeon Platinum 8272CL: Open MPI 3.1.38. 2 x Xeon Platinum 8272CL NUMA off: Open MPI 3.1.39. 2 x Xeon Platinum 8272CL: Open MPI 3.1.310. Xeon Platinum 8280: Open MPI 4.0.3rc411. 2 x Xeon Platinum 8280: Open MPI 4.0.3rc4

MKL-DNN DNNL

Harness: IP Batch All - Data Type: f32

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 82803691215SE +/- 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 = 38.883907.544397.890716.658429.976697.407046.386529.713556.795099.52466MIN: 8.36MIN: 6.71MIN: 7.76MIN: 6.25MIN: 9.62MIN: 7.28MIN: 6.06MIN: 9.49MIN: 6.68MIN: 9.281. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl

OSPray

Demo: NASA Streamlines - Renderer: Path Tracer

OpenBenchmarking.orgFPS, More Is BetterOSPray 1.8.5Demo: NASA Streamlines - Renderer: Path TracerEPYC 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 828048121620SE +/- 0.068, N = 4SE +/- 0.006, N = 12SE +/- 0.022, N = 3SE +/- 0.080, N = 3SE +/- 0.000, N = 3SE +/- 0.000, N = 12SE +/- 0.101, N = 3SE +/- 0.000, N = 12SE +/- 0.030, N = 3SE +/- 0.000, N = 1216.6008.6908.09015.54015.6259.09017.44017.5409.49018.180MIN: 15.87 / MAX: 16.95MIN: 8.33 / MAX: 9.01MIN: 7.94 / MAX: 8.2MIN: 14.93 / MAX: 15.87MIN: 11.11 / MAX: 15.87MIN: 8.85 / MAX: 9.35MIN: 16.39 / MAX: 17.86MIN: 12.5 / MAX: 17.86MIN: 9.26 / MAX: 9.62MIN: 12.2 / MAX: 18.52

MKL-DNN DNNL

Harness: Convolution Batch conv_3d - Data Type: bf16bf16bf16

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 828048121620SE +/- 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 = 316.5906017.321709.187519.2066514.074707.655617.6751714.078007.92912MIN: 14.98MIN: 17.21MIN: 9.03MIN: 9.04MIN: 13.94MIN: 7.54MIN: 7.54MIN: 13.95MIN: 7.751. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl

NAS Parallel Benchmarks

Test / Class: BT.C

OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: BT.CEPYC 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 828030K60K90K120K150KSE +/- 500.22, N = 3SE +/- 127.07, N = 3SE +/- 15.49, N = 3SE +/- 64.74, N = 3SE +/- 107.83, N = 3SE +/- 149.79, N = 3SE +/- 156.22, N = 3SE +/- 125.50, N = 3SE +/- 52.95, N = 3SE +/- 78.84, N = 3106415.5369347.5851975.3584766.14104107.9969011.35102113.05131794.2371842.34136046.531. (F9X) gfortran options: -O3 -march=native -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi2. EPYC 2 7R32: Open MPI 3.1.33. Xeon W-3275M: Open MPI 3.1.34. Xeon Platinum 8259CL: Open MPI 3.1.35. 2 x Xeon Platinum 8259CL NUMA off: Open MPI 3.1.36. 2 x Xeon Platinum 8259CL: Open MPI 3.1.37. Xeon Platinum 8272CL: Open MPI 3.1.38. 2 x Xeon Platinum 8272CL NUMA off: Open MPI 3.1.39. 2 x Xeon Platinum 8272CL: Open MPI 3.1.310. Xeon Platinum 8280: Open MPI 4.0.3rc411. 2 x Xeon Platinum 8280: Open MPI 4.0.3rc4

Embree

Binary: Pathtracer - Model: Asian Dragon Obj

OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 3.6.1Binary: Pathtracer - Model: Asian Dragon ObjEPYC 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 82801224364860SE +/- 0.03, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.05, N = 3SE +/- 0.04, N = 3SE +/- 0.02, N = 3SE +/- 0.06, N = 3SE +/- 0.30, N = 3SE +/- 0.06, N = 3SE +/- 0.11, N = 347.5827.2023.7242.4942.7627.6749.1149.2829.2151.79MIN: 46.92 / MAX: 48.74MIN: 26.82 / MAX: 27.54MIN: 23.57 / MAX: 23.92MIN: 41.76 / MAX: 43.28MIN: 42.06 / MAX: 43.59MIN: 27.31 / MAX: 27.95MIN: 48.15 / MAX: 50.25MIN: 47.13 / MAX: 50.81MIN: 28.89 / MAX: 29.61MIN: 50.62 / MAX: 53.17

MKL-DNN DNNL

Harness: IP Batch 1D - Data Type: f32

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 82800.64511.29021.93532.58043.2255SE +/- 0.00673, N = 3SE +/- 0.00575, N = 3SE +/- 0.00893, N = 3SE +/- 0.01953, N = 3SE +/- 0.01483, N = 15SE +/- 0.00572, N = 3SE +/- 0.00927, N = 3SE +/- 0.01487, N = 15SE +/- 0.01072, N = 3SE +/- 0.01437, N = 151.675602.867152.699771.537291.576872.386061.631061.606412.394511.63986MIN: 1.59MIN: 2.53MIN: 2.46MIN: 1.39MIN: 1.29MIN: 2.32MIN: 1.44MIN: 1.36MIN: 2.28MIN: 1.391. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl

PyPerformance

Benchmark: django_template

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: django_templateEPYC 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 82801530456075SE +/- 0.09, N = 3SE +/- 0.67, N = 3SE +/- 0.07, N = 3SE +/- 0.07, N = 3SE +/- 0.09, N = 3SE +/- 0.09, N = 3SE +/- 0.07, N = 3SE +/- 0.00, N = 3SE +/- 0.06, N = 3SE +/- 0.07, N = 366.449.964.164.164.260.660.860.646.245.9

Embree

Binary: Pathtracer ISPC - Model: Asian Dragon Obj

OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 3.6.1Binary: Pathtracer ISPC - Model: Asian Dragon ObjEPYC 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 82801326395265SE +/- 0.03, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.02, N = 3SE +/- 0.04, N = 3SE +/- 0.03, N = 3SE +/- 0.02, N = 3SE +/- 0.05, N = 345.4330.3528.2950.8650.9831.5756.4656.5133.0558.69MIN: 44.82 / MAX: 46.53MIN: 29.95 / MAX: 30.77MIN: 28.06 / MAX: 28.6MIN: 49.88 / MAX: 52.05MIN: 49.91 / MAX: 52.27MIN: 31.3 / MAX: 31.91MIN: 55.08 / MAX: 57.97MIN: 55.22 / MAX: 58.38MIN: 32.72 / MAX: 33.4MIN: 56.97 / MAX: 60.91

John The Ripper

Test: Blowfish

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 828020K40K60K80K100KSE +/- 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 = 3664754032635599709557088839604784207830142864840841. (CC) gcc options: -m64 -lssl -lcrypto -fopenmp -lgmp -pthread -lm -lz -ldl -lcrypt -lbz2

Tungsten Renderer

Scene: Water Caustic

OpenBenchmarking.orgSeconds, Fewer Is BetterTungsten Renderer 0.2.2Scene: Water CausticEPYC 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 8280612182430SE +/- 0.02, N = 3SE +/- 0.10, N = 3SE +/- 0.06, N = 3SE +/- 0.17, N = 3SE +/- 0.09, N = 3SE +/- 0.07, N = 3SE +/- 0.04, N = 3SE +/- 0.15, N = 3SE +/- 0.08, N = 3SE +/- 0.06, N = 322.3221.5525.3624.7824.5424.2123.8223.9122.0221.59-march=znver1 -msse4a -mno-avx512f -mno-avx512vl -mno-avx512cd -mno-avx512dq -mno-avx512bw-mavx512f -mavx512vl -mavx512cd -mavx512dq -mavx512bw -mno-sse4a -ljpeg-mavx512f -mavx512vl -mavx512cd -mavx512dq -mavx512bw -mno-sse4a-mavx512f -mavx512vl -mavx512cd -mavx512dq -mavx512bw -mno-sse4a-mavx512f -mavx512vl -mavx512cd -mavx512dq -mavx512bw -mno-sse4a-mavx512f -mavx512vl -mavx512cd -mavx512dq -mavx512bw -mno-sse4a-mavx512f -mavx512vl -mavx512cd -mavx512dq -mavx512bw -mno-sse4a-mavx512f -mavx512vl -mavx512cd -mavx512dq -mavx512bw -mno-sse4a-mavx512f -mavx512vl -mavx512cd -mavx512dq -mavx512bw -mno-sse4a-mavx512f -mavx512vl -mavx512cd -mavx512dq -mavx512bw -mno-sse4a1. (CXX) g++ options: -std=c++0x -msse2 -msse3 -mssse3 -msse4.1 -msse4.2 -mfma -mbmi2 -mno-avx -mno-avx2 -mno-xop -mno-fma4 -mno-avx512pf -mno-avx512er -mno-avx512ifma -mno-avx512vbmi -fstrict-aliasing -O3 -rdynamic -lpthread -ldl

Basis Universal

Settings: UASTC Level 3

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 8280816243240SE +/- 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 = 319.1930.6335.9823.1523.0932.2021.1221.4030.6919.891. (CXX) g++ options: -std=c++11 -fvisibility=hidden -fPIC -fno-strict-aliasing -O3 -rdynamic -lm -lpthread

Intel MPI Benchmarks

Test: IMB-P2P PingPong

OpenBenchmarking.orgAverage Msg/sec, More Is BetterIntel MPI Benchmarks 2019.3Test: IMB-P2P PingPongEPYC 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 82808M16M24M32M40MSE +/- 40509.97, N = 3SE +/- 59477.15, N = 3SE +/- 30074.61, N = 3SE +/- 105849.64, N = 3SE +/- 80057.86, N = 3SE +/- 60171.59, N = 3SE +/- 199886.33, N = 3SE +/- 90521.14, N = 3SE +/- 33688.94, N = 3SE +/- 66348.18, N = 320348261.0320246604.6216759832.2632444647.4331988149.2519096342.6536872935.1436807805.9316653864.7731821690.55MIN: 6272 / MAX: 47546902MIN: 5167 / MAX: 52108336MIN: 4962 / MAX: 43240261MIN: 5770 / MAX: 85492119MIN: 9163 / MAX: 84595469MIN: 4992 / MAX: 49169237MIN: 5799 / MAX: 95284327MIN: 9236 / MAX: 94667517MIN: 5455 / MAX: 45833330MIN: 9950 / MAX: 909562601. (CXX) g++ options: -O0 -pedantic -fopenmp -pthread -lmpi_cxx -lmpi

lzbench

Test: Crush 0 - Process: Decompression

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 8280110220330440550SE +/- 0.58, N = 3SE +/- 0.67, N = 3SE +/- 0.33, N = 3SE +/- 0.33, N = 33805094043963944274124154404281. (CXX) g++ options: -pthread -fomit-frame-pointer -fstrict-aliasing -ffast-math -O3

lzbench

Test: Crush 0 - Process: Compression

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 828020406080100SE +/- 0.58, N = 3SE +/- 1.00, N = 3SE +/- 0.33, N = 3SE +/- 0.33, N = 3SE +/- 0.33, N = 381109918688979393101961. (CXX) g++ options: -pthread -fomit-frame-pointer -fstrict-aliasing -ffast-math -O3

PyBench

Total For Average Test Times

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyBench 2018-02-16Total 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 828030060090012001500SE +/- 3.18, N = 3SE +/- 1.45, N = 3SE +/- 0.67, N = 3SE +/- 1.33, N = 3SE +/- 1.00, N = 3SE +/- 2.33, N = 3SE +/- 0.58, N = 3SE +/- 0.58, N = 3SE +/- 1.15, N = 3SE +/- 1.00, N = 3122695112501253125211841182118210761073

Zstd Compression

Compressing ubuntu-16.04.3-server-i386.img, Compression Level 19

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 82803691215SE +/- 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 = 39.2308.3809.67210.2949.9498.30710.0889.6538.2039.137-llzma1. (CC) gcc options: -O3 -pthread -lz

lzbench

Test: Zstd 8 - Process: Decompression

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 828030060090012001500SE +/- 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 = 31266129810899661011114510221058122411241. (CXX) g++ options: -pthread -fomit-frame-pointer -fstrict-aliasing -ffast-math -O3

lzbench

Test: Zstd 8 - Process: Compression

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 828020406080100838471716975747377751. (CXX) g++ options: -pthread -fomit-frame-pointer -fstrict-aliasing -ffast-math -O3

lzbench

Test: Brotli 2 - Process: Decompression

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 8280160320480640800SE +/- 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 = 35647215875435516195715806736231. (CXX) g++ options: -pthread -fomit-frame-pointer -fstrict-aliasing -ffast-math -O3

lzbench

Test: Brotli 2 - Process: Compression

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 82804080120160200SE +/- 0.67, N = 3SE +/- 0.33, N = 3SE +/- 0.33, N = 3SE +/- 1.33, N = 3SE +/- 1.20, N = 31651961601591571681681661811761. (CXX) g++ options: -pthread -fomit-frame-pointer -fstrict-aliasing -ffast-math -O3

NAS Parallel Benchmarks

Test / Class: LU.C

OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: LU.CEPYC 2 7R32Xeon W-3275MXeon Platinum 8259CL2 x Xeon Platinum 8259CL NUMA off2 x Xeon Platinum 8259CLXeon Platinum 82802 x Xeon Platinum 828030K60K90K120K150KSE +/- 139.53, N = 3SE +/- 35.10, N = 3SE +/- 7.82, N = 3SE +/- 32.58, N = 3SE +/- 55.32, N = 3SE +/- 82.95, N = 3SE +/- 188.25, N = 399821.8969606.8465522.4694642.99120961.9174255.67140090.321. (F9X) gfortran options: -O3 -march=native -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi2. EPYC 2 7R32: Open MPI 3.1.33. Xeon W-3275M: Open MPI 3.1.34. Xeon Platinum 8259CL: Open MPI 3.1.35. 2 x Xeon Platinum 8259CL NUMA off: Open MPI 3.1.36. 2 x Xeon Platinum 8259CL: Open MPI 3.1.37. Xeon Platinum 8280: Open MPI 4.0.3rc48. 2 x Xeon Platinum 8280: Open MPI 4.0.3rc4

lzbench

Test: Zstd 1 - Process: Decompression

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 828030060090012001500SE +/- 2.65, N = 3SE +/- 0.67, N = 3SE +/- 0.67, N = 3SE +/- 6.01, N = 3SE +/- 5.03, N = 3SE +/- 2.00, N = 311481299106110321027112210781088121211681. (CXX) g++ options: -pthread -fomit-frame-pointer -fstrict-aliasing -ffast-math -O3

lzbench

Test: Zstd 1 - Process: Compression

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 8280110220330440550SE +/- 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 = 34185084104073994304304234574491. (CXX) g++ options: -pthread -fomit-frame-pointer -fstrict-aliasing -ffast-math -O3

ArrayFire

Test: BLAS CPU

OpenBenchmarking.orgGFLOPS, More Is BetterArrayFire 3.7Test: BLAS 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 828014002800420056007000SE +/- 6.50, N = 3SE +/- 30.40, N = 3SE +/- 1.09, N = 3SE +/- 14.66, N = 3SE +/- 122.72, N = 12SE +/- 8.38, N = 3SE +/- 23.67, N = 3SE +/- 240.61, N = 12SE +/- 25.11, N = 3SE +/- 20.06, N = 3990.803128.392950.165650.715319.583281.586330.933972.323432.163430.281. (CXX) g++ options: -rdynamic

Mlpack Benchmark

Benchmark: scikit_svm

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 8280510152025SE +/- 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 = 315.1615.7818.6719.6218.7617.8319.0517.9417.1917.19

OSPray

Demo: NASA Streamlines - Renderer: SciVis

OpenBenchmarking.orgFPS, More Is BetterOSPray 1.8.5Demo: NASA Streamlines - Renderer: SciVisEPYC 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 828020406080100SE +/- 0.00, N = 12SE +/- 0.00, N = 3SE +/- 0.00, N = 12SE +/- 0.00, N = 12SE +/- 0.00, N = 12SE +/- 0.00, N = 12SE +/- 0.00, N = 13SE +/- 0.00, N = 13SE +/- 0.00, N = 1376.9245.4543.4876.9276.9247.6290.9190.9150.0090.91MIN: 71.43 / MAX: 83.33MIN: 43.48 / MAX: 47.62MIN: 37.04MIN: 71.43 / MAX: 83.33MIN: 27.78 / MAX: 83.33MIN: 41.67 / MAX: 50MIN: 71.43MIN: 28.57MIN: 43.48MIN: 29.41

SVT-AV1

Encoder Mode: Enc Mode 4 - Input: 1080p

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 0.8Encoder Mode: Enc Mode 4 - Input: 1080pEPYC 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 8280246810SE +/- 0.072, N = 5SE +/- 0.023, N = 3SE +/- 0.052, N = 3SE +/- 0.075, N = 4SE +/- 0.002, N = 3SE +/- 0.052, N = 3SE +/- 0.081, N = 3SE +/- 0.062, N = 3SE +/- 0.032, N = 3SE +/- 0.064, N = 35.7146.3895.1125.9965.9555.6536.4556.3996.0307.0331. (CXX) g++ options: -fPIE -fPIC -pie

MKL-DNN DNNL

Harness: Deconvolution Batch deconv_1d - Data Type: u8s8f32

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 82802004006008001000SE +/- 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 = 31131.1300000.4584220.4156140.3614140.3762220.3782290.3364260.3517190.3710360.394455MIN: 1118.791. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl

MKL-DNN DNNL

Harness: Deconvolution Batch deconv_1d - Data Type: bf16bf16bf16

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 8280246810SE +/- 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 = 37.615957.982924.465234.490396.597783.950673.983936.553744.06847MIN: 6.95MIN: 7.92MIN: 4.38MIN: 4.4MIN: 6.49MIN: 3.81MIN: 3.85MIN: 6.5MIN: 3.931. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl

MKL-DNN DNNL

Harness: Deconvolution Batch deconv_1d - Data Type: f32

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 82800.50071.00141.50212.00282.5035SE +/- 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 = 32.225401.745151.639281.225891.257951.470841.303951.344111.462321.24029MIN: 2.11MIN: 1.55MIN: 1.61MIN: 1.18MIN: 1.2MIN: 1.43MIN: 1.2MIN: 1.23MIN: 1.44MIN: 1.171. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl

MKL-DNN DNNL

Harness: Convolution Batch conv_alexnet - Data Type: bf16bf16bf16

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 82802004006008001000SE +/- 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 = 3702.07796.75399.31399.30662.76332.32337.88637.37320.06MIN: 687.86MIN: 795.52MIN: 398.47MIN: 398.05MIN: 661.35MIN: 331.59MIN: 331.31MIN: 636.97MIN: 319.231. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl

Embree

Binary: Pathtracer - Model: Crown

OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 3.6.1Binary: Pathtracer - Model: CrownEPYC 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 82801122334455SE +/- 0.08, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.15, N = 3SE +/- 0.17, N = 3SE +/- 0.05, N = 3SE +/- 0.18, N = 3SE +/- 0.31, N = 3SE +/- 0.04, N = 3SE +/- 0.09, N = 347.6524.5521.3838.1038.1225.1243.9943.8226.2845.61MIN: 46.77 / MAX: 49.17MIN: 24.09 / MAX: 24.98MIN: 21.05 / MAX: 21.63MIN: 37.24 / MAX: 39.22MIN: 37.03 / MAX: 39.42MIN: 24.68 / MAX: 25.5MIN: 42.79 / MAX: 45.69MIN: 41.48 / MAX: 45.92MIN: 25.64 / MAX: 26.64MIN: 44.2 / MAX: 47.35

Embree

Binary: Pathtracer ISPC - Model: Crown

OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 3.6.1Binary: Pathtracer ISPC - Model: CrownEPYC 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 82801224364860SE +/- 0.08, N = 3SE +/- 0.04, N = 3SE +/- 0.02, N = 3SE +/- 0.05, N = 3SE +/- 0.38, N = 3SE +/- 0.01, N = 3SE +/- 0.63, N = 5SE +/- 0.46, N = 3SE +/- 0.02, N = 3SE +/- 0.05, N = 345.1926.4024.7346.4246.1827.7850.9551.2028.7753.23MIN: 44.15 / MAX: 46.52MIN: 25.71 / MAX: 26.95MIN: 24.4 / MAX: 25.05MIN: 45.24 / MAX: 47.89MIN: 42.99 / MAX: 47.93MIN: 27.34 / MAX: 28.17MIN: 45.23 / MAX: 53.81MIN: 47.31 / MAX: 53.67MIN: 28.26 / MAX: 29.24MIN: 51.36 / MAX: 55.83

MKL-DNN DNNL

Harness: Convolution Batch conv_alexnet - Data Type: u8s8f32

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 828030060090012001500SE +/- 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 = 31301.3631.9930.8819.3722.3827.9818.3920.0926.8419.81MIN: 1286.291. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl

Embree

Binary: Pathtracer - Model: Asian Dragon

OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 3.6.1Binary: Pathtracer - Model: Asian DragonEPYC 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 82801326395265SE +/- 0.06, N = 3SE +/- 0.05, N = 3SE +/- 0.05, N = 3SE +/- 0.08, N = 3SE +/- 0.38, N = 3SE +/- 0.05, N = 3SE +/- 0.14, N = 3SE +/- 0.27, N = 3SE +/- 0.04, N = 3SE +/- 0.16, N = 352.9530.1126.0646.9146.7930.5754.2054.2032.2557.49MIN: 52.3 / MAX: 53.84MIN: 29.8 / MAX: 30.54MIN: 25.85 / MAX: 26.28MIN: 46.17 / MAX: 47.87MIN: 44.43 / MAX: 47.97MIN: 30.32 / MAX: 30.89MIN: 53.05 / MAX: 55.48MIN: 52.81 / MAX: 55.78MIN: 32 / MAX: 32.54MIN: 55.98 / MAX: 58.87

MKL-DNN DNNL

Harness: Deconvolution Batch deconv_3d - Data Type: u8s8f32

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 82809001800270036004500SE +/- 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 = 31899.243852.374426.062252.672238.053985.102063.232064.023716.981893.72MIN: 1888.24MIN: 3728.62MIN: 4423.17MIN: 2229.49MIN: 2230.65MIN: 3970.03MIN: 2061.82MIN: 2062.22MIN: 3705.72MIN: 1871.791. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl

PHPBench

PHP Benchmark Suite

OpenBenchmarking.orgScore, More Is BetterPHPBench 0.8.1PHP Benchmark SuiteEPYC 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 8280160K320K480K640K800KSE +/- 1283.26, N = 3SE +/- 1014.34, N = 3SE +/- 778.31, N = 3SE +/- 377.70, N = 3SE +/- 961.65, N = 3SE +/- 1286.95, N = 3SE +/- 894.52, N = 3SE +/- 505.94, N = 3SE +/- 425.09, N = 3SE +/- 884.68, N = 3500524734339569793574348573483604857606436606548649164649693

Renaissance

Test: Scala Dotty

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 828016003200480064008000SE +/- 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 = 136577.346970.907200.757566.347256.926900.197347.086956.906664.256890.61

MKL-DNN DNNL

Harness: Convolution Batch conv_alexnet - Data Type: f32

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 828020406080100SE +/- 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 = 396.69108.57107.8055.3656.6598.6751.4453.0094.1949.84MIN: 93.63MIN: 102.46MIN: 106.14MIN: 54.28MIN: 54.78MIN: 97.89MIN: 50.35MIN: 50.88MIN: 93.73MIN: 48.761. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl

dav1d

Video Input: Summer Nature 4K

OpenBenchmarking.orgFPS, More Is Betterdav1d 0.6.0Video Input: Summer Nature 4KEPYC 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 828070140210280350SE +/- 0.98, N = 3SE +/- 1.20, N = 3SE +/- 1.31, N = 3SE +/- 1.78, N = 3SE +/- 1.73, N = 3SE +/- 0.71, N = 3SE +/- 2.74, N = 3SE +/- 2.41, N = 3SE +/- 1.15, N = 3SE +/- 3.68, N = 3321.17256.60205.63212.99215.64208.50211.05216.00199.08221.31MIN: 150.11 / MAX: 347.95MIN: 164.1 / MAX: 284.35MIN: 134.32 / MAX: 229.88MIN: 89.5 / MAX: 233.99MIN: 93.88 / MAX: 236.99MIN: 127.92 / MAX: 223.11MIN: 77.75 / MAX: 238.31MIN: 87.7 / MAX: 239.38MIN: 121.12 / MAX: 214.69MIN: 81.4 / MAX: 247.61. (CC) gcc options: -pthread

dav1d

Video Input: Summer Nature 1080p

OpenBenchmarking.orgFPS, More Is Betterdav1d 0.6.0Video Input: Summer Nature 1080pEPYC 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 8280150300450600750SE +/- 2.19, N = 3SE +/- 2.32, N = 3SE +/- 1.73, N = 3SE +/- 3.77, N = 15SE +/- 3.67, N = 3SE +/- 2.16, N = 3SE +/- 0.73, N = 3SE +/- 5.42, N = 4SE +/- 0.52, N = 3SE +/- 3.74, N = 15676.16537.84353.78400.24431.76315.51371.48391.25323.20409.88MIN: 302.17 / MAX: 751.14MIN: 317.28 / MAX: 605.87MIN: 207.11 / MAX: 387.94MIN: 106.81 / MAX: 466.09MIN: 205.51 / MAX: 479.42MIN: 164.62 / MAX: 350.65MIN: 133.17 / MAX: 428.07MIN: 158.31 / MAX: 448.01MIN: 200.79 / MAX: 358.32MIN: 126.27 / MAX: 481.121. (CC) gcc options: -pthread

MKL-DNN DNNL

Harness: IP Batch 1D - Data Type: bf16bf16bf16

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 82801.28232.56463.84695.12926.4115SE +/- 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 = 35.563045.699004.464404.489185.596802.853102.890864.831703.65964MIN: 5.04MIN: 5.57MIN: 4.28MIN: 4.31MIN: 5.51MIN: 2.7MIN: 2.77MIN: 4.76MIN: 3.471. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl

Embree

Binary: Pathtracer ISPC - Model: Asian Dragon

OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 3.6.1Binary: Pathtracer ISPC - Model: Asian DragonEPYC 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 82801530456075SE +/- 0.03, N = 3SE +/- 0.08, N = 3SE +/- 0.03, N = 3SE +/- 0.12, N = 3SE +/- 0.06, N = 3SE +/- 0.03, N = 3SE +/- 0.05, N = 3SE +/- 0.12, N = 3SE +/- 0.06, N = 3SE +/- 0.03, N = 352.3535.1532.9159.0559.0636.7565.5565.3738.3168.42MIN: 51.67 / MAX: 53.48MIN: 33.95 / MAX: 35.72MIN: 32.68 / MAX: 33.18MIN: 57.78 / MAX: 60.29MIN: 57.51 / MAX: 60.42MIN: 36.43 / MAX: 37.08MIN: 64.05 / MAX: 67.28MIN: 63.67 / MAX: 66.98MIN: 37.87 / MAX: 38.72MIN: 66.22 / MAX: 70.39

NAS Parallel Benchmarks

Test / Class: SP.B

OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: SP.BEPYC 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 828015K30K45K60K75KSE +/- 520.84, N = 15SE +/- 146.25, N = 3SE +/- 28.87, N = 3SE +/- 42.29, N = 3SE +/- 77.17, N = 3SE +/- 115.29, N = 3SE +/- 22.17, N = 3SE +/- 72.16, N = 3SE +/- 151.80, N = 3SE +/- 115.61, N = 351225.1831426.5324288.3438493.5753978.9029919.0146295.7966865.4532682.1470893.411. (F9X) gfortran options: -O3 -march=native -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi2. EPYC 2 7R32: Open MPI 3.1.33. Xeon W-3275M: Open MPI 3.1.34. Xeon Platinum 8259CL: Open MPI 3.1.35. 2 x Xeon Platinum 8259CL NUMA off: Open MPI 3.1.36. 2 x Xeon Platinum 8259CL: Open MPI 3.1.37. Xeon Platinum 8272CL: Open MPI 3.1.38. 2 x Xeon Platinum 8272CL NUMA off: Open MPI 3.1.39. 2 x Xeon Platinum 8272CL: Open MPI 3.1.310. Xeon Platinum 8280: Open MPI 4.0.3rc411. 2 x Xeon Platinum 8280: Open MPI 4.0.3rc4

ArrayFire

Test: Conjugate Gradient CPU

OpenBenchmarking.orgms, Fewer Is BetterArrayFire 3.7Test: Conjugate Gradient 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 8280816243240SE +/- 0.217, N = 3SE +/- 0.075, N = 15SE +/- 0.022, N = 3SE +/- 0.243, N = 15SE +/- 0.091, N = 15SE +/- 0.005, N = 3SE +/- 0.188, N = 15SE +/- 0.129, N = 3SE +/- 0.067, N = 3SE +/- 0.086, N = 635.1304.4234.6777.6048.4304.1968.9477.4674.1157.4811. (CXX) g++ options: -rdynamic

OSPray

Demo: Magnetic Reconnection - Renderer: SciVis

OpenBenchmarking.orgFPS, More Is BetterOSPray 1.8.5Demo: Magnetic Reconnection - Renderer: SciVisEPYC 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 82801632486480SE +/- 0.00, N = 12SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 12SE +/- 0.00, N = 12SE +/- 0.60, N = 3SE +/- 0.00, N = 1240.0040.0037.0462.5062.5040.0071.4371.4342.8771.43MIN: 38.46 / MAX: 41.67MIN: 37.04MIN: 33.33MIN: 58.82 / MAX: 66.67MIN: 18.52 / MAX: 66.67MIN: 34.48 / MAX: 41.67MIN: 58.82MIN: 19.23MIN: 38.46 / MAX: 43.48MIN: 15.87 / MAX: 76.92

SVT-AV1

Encoder Mode: Enc Mode 8 - Input: 1080p

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 0.8Encoder Mode: Enc Mode 8 - Input: 1080pEPYC 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 82801326395265SE +/- 0.77, N = 3SE +/- 0.46, N = 3SE +/- 0.35, N = 3SE +/- 0.29, N = 3SE +/- 0.13, N = 3SE +/- 0.37, N = 3SE +/- 0.43, N = 3SE +/- 0.35, N = 3SE +/- 0.07, N = 3SE +/- 0.67, N = 354.4753.8246.8752.3153.0451.5953.9654.1451.9256.981. (CXX) g++ options: -fPIE -fPIC -pie

SMHasher

Hash: wyhash

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

Scikit-Learn

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 82803691215SE +/- 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 = 310.4199.66112.08812.95412.45911.21212.05511.7639.1279.392

SMHasher

Hash: wyhash

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

Tungsten Renderer

Scene: Hair

OpenBenchmarking.orgSeconds, Fewer Is BetterTungsten Renderer 0.2.2Scene: HairEPYC 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 828048121620SE +/- 0.05445, N = 3SE +/- 0.05256, N = 3SE +/- 0.03318, N = 3SE +/- 0.05235, N = 3SE +/- 0.05659, N = 3SE +/- 0.04470, N = 3SE +/- 0.00398, N = 3SE +/- 0.10478, N = 3SE +/- 0.03914, N = 3SE +/- 0.11249, N = 37.6745512.7104014.804609.090739.2621713.881808.347448.6679112.686307.82706-march=znver1 -msse4a -mno-avx512f -mno-avx512vl -mno-avx512cd -mno-avx512dq -mno-avx512bw-mavx512f -mavx512vl -mavx512cd -mavx512dq -mavx512bw -mno-sse4a -ljpeg-mavx512f -mavx512vl -mavx512cd -mavx512dq -mavx512bw -mno-sse4a-mavx512f -mavx512vl -mavx512cd -mavx512dq -mavx512bw -mno-sse4a-mavx512f -mavx512vl -mavx512cd -mavx512dq -mavx512bw -mno-sse4a-mavx512f -mavx512vl -mavx512cd -mavx512dq -mavx512bw -mno-sse4a-mavx512f -mavx512vl -mavx512cd -mavx512dq -mavx512bw -mno-sse4a-mavx512f -mavx512vl -mavx512cd -mavx512dq -mavx512bw -mno-sse4a-mavx512f -mavx512vl -mavx512cd -mavx512dq -mavx512bw -mno-sse4a-mavx512f -mavx512vl -mavx512cd -mavx512dq -mavx512bw -mno-sse4a1. (CXX) g++ options: -std=c++0x -msse2 -msse3 -mssse3 -msse4.1 -msse4.2 -mfma -mbmi2 -mno-avx -mno-avx2 -mno-xop -mno-fma4 -mno-avx512pf -mno-avx512er -mno-avx512ifma -mno-avx512vbmi -fstrict-aliasing -O3 -rdynamic -lpthread -ldl

SVT-VP9

Tuning: Visual Quality Optimized - Input: Bosphorus 1080p

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-VP9 0.1Tuning: Visual Quality Optimized - Input: Bosphorus 1080pEPYC 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 828060120180240300SE +/- 2.49, N = 3SE +/- 0.97, N = 3SE +/- 1.36, N = 3SE +/- 8.15, N = 12SE +/- 8.04, N = 12SE +/- 9.84, N = 12SE +/- 8.26, N = 12SE +/- 7.67, N = 13SE +/- 3.65, N = 4SE +/- 2.89, N = 4291.17282.18256.24229.53229.91256.02227.90227.89265.40233.171. (CC) gcc options: -fPIE -fPIC -fvisibility=hidden -O3 -pie -rdynamic -lpthread -lrt -lm

DaCapo Benchmark

Java Test: Jython

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 828011002200330044005500SE +/- 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 = 45246432150125161517247865037501345474711

NAS Parallel Benchmarks

Test / Class: MG.C

OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: MG.CEPYC 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 828015K30K45K60K75KSE +/- 796.48, N = 3SE +/- 40.04, N = 3SE +/- 114.90, N = 3SE +/- 420.94, N = 3SE +/- 304.73, N = 3SE +/- 23.88, N = 3SE +/- 31.00, N = 3SE +/- 229.09, N = 3SE +/- 129.93, N = 3SE +/- 860.82, N = 549330.1535376.1133490.0343490.1563393.3534708.6045188.2366470.5637089.0569175.121. (F9X) gfortran options: -O3 -march=native -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi2. EPYC 2 7R32: Open MPI 3.1.33. Xeon W-3275M: Open MPI 3.1.34. Xeon Platinum 8259CL: Open MPI 3.1.35. 2 x Xeon Platinum 8259CL NUMA off: Open MPI 3.1.36. 2 x Xeon Platinum 8259CL: Open MPI 3.1.37. Xeon Platinum 8272CL: Open MPI 3.1.38. 2 x Xeon Platinum 8272CL NUMA off: Open MPI 3.1.39. 2 x Xeon Platinum 8272CL: Open MPI 3.1.310. Xeon Platinum 8280: Open MPI 4.0.3rc411. 2 x Xeon Platinum 8280: Open MPI 4.0.3rc4

LAMMPS Molecular Dynamics Simulator

Model: Rhodopsin Protein

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 8280612182430SE +/- 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 = 1420.8214.5613.0421.8922.5414.0122.6723.4315.3124.79-ljpeg -lpng -lz-lpng -lz-lpng -lz1. (CXX) g++ options: -O3 -rdynamic -lfftw3 -lm

Nettle

Test: aes256

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 828015003000450060007500SE +/- 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 = 34665.337070.605517.025523.315513.085830.305852.825852.226313.166320.00MIN: 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: 10469.41. (CC) gcc options: -O2 -ggdb3 -lnettle -lgmp -lm -lcrypto

Intel Open Image Denoise

Scene: Memorial

OpenBenchmarking.orgImages / Sec, More Is BetterIntel Open Image Denoise 1.0.0Scene: MemorialEPYC 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 8280816243240SE +/- 0.04, N = 3SE +/- 0.30, N = 3SE +/- 0.07, N = 3SE +/- 0.21, N = 3SE +/- 0.12, N = 3SE +/- 0.11, N = 3SE +/- 0.18, N = 3SE +/- 0.14, N = 3SE +/- 0.02, N = 3SE +/- 0.17, N = 328.7127.3527.9933.1033.8930.2233.5735.5231.1034.49

MKL-DNN DNNL

Harness: Deconvolution Batch deconv_3d - Data Type: bf16bf16bf16

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 82803691215SE +/- 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 = 38.462739.371074.856894.871948.316774.494644.494057.696054.35817MIN: 8.21MIN: 9.33MIN: 4.82MIN: 4.83MIN: 8.25MIN: 4.46MIN: 4.44MIN: 7.67MIN: 4.311. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl

MKL-DNN DNNL

Harness: Deconvolution Batch deconv_3d - Data Type: f32

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 82800.51191.02381.53572.04762.5595SE +/- 0.00603, N = 3SE +/- 0.01801, N = 3SE +/- 0.00571, N = 3SE +/- 0.00388, N = 3SE +/- 0.00118, N = 3SE +/- 0.00217, N = 3SE +/- 0.00186, N = 3SE +/- 0.00316, N = 3SE +/- 0.00032, N = 3SE +/- 0.00373, N = 32.204712.275262.200531.263951.266492.165811.252941.251271.962791.13608MIN: 2.14MIN: 2.12MIN: 2.17MIN: 1.24MIN: 1.24MIN: 2.07MIN: 1.22MIN: 1.22MIN: 1.95MIN: 1.11. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl

NAS Parallel Benchmarks

Test / Class: EP.C

OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: EP.CEPYC 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 828013002600390052006500SE +/- 31.12, N = 3SE +/- 40.50, N = 3SE +/- 14.22, N = 3SE +/- 34.33, N = 3SE +/- 77.32, N = 3SE +/- 17.03, N = 3SE +/- 40.42, N = 3SE +/- 25.51, N = 3SE +/- 44.67, N = 3SE +/- 88.25, N = 33485.993025.112641.325059.025052.632974.155667.765763.373194.186104.941. (F9X) gfortran options: -O3 -march=native -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi2. EPYC 2 7R32: Open MPI 3.1.33. Xeon W-3275M: Open MPI 3.1.34. Xeon Platinum 8259CL: Open MPI 3.1.35. 2 x Xeon Platinum 8259CL NUMA off: Open MPI 3.1.36. 2 x Xeon Platinum 8259CL: Open MPI 3.1.37. Xeon Platinum 8272CL: Open MPI 3.1.38. 2 x Xeon Platinum 8272CL NUMA off: Open MPI 3.1.39. 2 x Xeon Platinum 8272CL: Open MPI 3.1.310. Xeon Platinum 8280: Open MPI 4.0.3rc411. 2 x Xeon Platinum 8280: Open MPI 4.0.3rc4

Nettle

Test: sha512

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 8280120240360480600SE +/- 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 = 3478.09550.93436.73438.23437.62462.78465.40465.18501.98500.981. (CC) gcc options: -O2 -ggdb3 -lnettle -lgmp -lm -lcrypto

CloverLeaf

Lagrangian-Eulerian Hydrodynamics

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 82800.25650.5130.76951.0261.2825SE +/- 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 = 150.361.141.110.630.781.050.610.710.960.691. (F9X) gfortran options: -O3 -march=native -funroll-loops -fopenmp

Nettle

Test: chacha

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 828030060090012001500SE +/- 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 = 3750.361172.15920.51917.51917.75970.38975.08974.461051.111051.94MIN: 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: 2870.941. (CC) gcc options: -O2 -ggdb3 -lnettle -lgmp -lm -lcrypto

Nettle

Test: poly1305-aes

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 82807001400210028003500SE +/- 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 = 32046.353207.982492.482516.872497.862661.612657.682654.232867.482868.691. (CC) gcc options: -O2 -ggdb3 -lnettle -lgmp -lm -lcrypto


Phoronix Test Suite v10.8.4